From ae8f065297c55d8337510f644db2c5c1ae0ca829 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fran=C3=A7ois=20Voron?= Date: Thu, 29 Jan 2026 11:03:14 +0100 Subject: [PATCH 01/53] fix(dramatiq): cleanup isolated scope and transaction when message is skipped (#5346) The Dramatiq middleware was missing the [`after_skip_message` hook](https://dramatiq.io/reference.html#dramatiq.Middleware.after_skip_message), which is triggered in place of [`after_process_message`](https://dramatiq.io/reference.html#dramatiq.Middleware.after_skip_message) when [`SkipMessage`](https://dramatiq.io/reference.html#dramatiq.middleware.SkipMessage) is raised. Thus, the isolated scope and transaction that are opened in [`before_process_message`](https://dramatiq.io/reference.html#dramatiq.Middleware.before_process_message) were never closed; leading to a memory leak particularly visible in a context where lot of messages are skipped. The fix is simply to assign `after_skip_message` to `after_process_message`, so the teardown logic is triggered. This pattern is used in the [Dramatiq code base](https://github.com/Bogdanp/dramatiq/blob/143aaa228521606806a87daefff2d21f88607e70/dramatiq/middleware/time_limit.py#L97). --- sentry_sdk/integrations/dramatiq.py | 2 ++ tests/integrations/dramatiq/test_dramatiq.py | 30 ++++++++++++++++++-- 2 files changed, 30 insertions(+), 2 deletions(-) diff --git a/sentry_sdk/integrations/dramatiq.py b/sentry_sdk/integrations/dramatiq.py index ae87de7525..f954d4fb98 100644 --- a/sentry_sdk/integrations/dramatiq.py +++ b/sentry_sdk/integrations/dramatiq.py @@ -188,6 +188,8 @@ def after_process_message( transaction.__exit__(type(exception), exception, None) scope_manager.__exit__(type(exception), exception, None) + after_skip_message = after_process_message + def _make_message_event_processor( message: "Message[R]", integration: "DramatiqIntegration" diff --git a/tests/integrations/dramatiq/test_dramatiq.py b/tests/integrations/dramatiq/test_dramatiq.py index 3860ee61d9..a9d3966839 100644 --- a/tests/integrations/dramatiq/test_dramatiq.py +++ b/tests/integrations/dramatiq/test_dramatiq.py @@ -1,15 +1,16 @@ -import pytest import uuid import dramatiq +import pytest from dramatiq.brokers.stub import StubBroker +from dramatiq.middleware import Middleware, SkipMessage import sentry_sdk -from sentry_sdk.tracing import TransactionSource from sentry_sdk import start_transaction from sentry_sdk.consts import SPANSTATUS from sentry_sdk.integrations.dramatiq import DramatiqIntegration from sentry_sdk.integrations.logging import ignore_logger +from sentry_sdk.tracing import Transaction, TransactionSource ignore_logger("dramatiq.worker.WorkerThread") @@ -386,3 +387,28 @@ def dummy_actor(): worker.join() assert events == [] + + +@pytest.mark.parametrize("broker", [1.0], indirect=True) +def test_that_skip_message_cleans_up_scope_and_transaction( + broker, worker, capture_events +): + transactions: list[Transaction] = [] + + class SkipMessageMiddleware(Middleware): + def before_process_message(self, broker, message): + transactions.append(sentry_sdk.get_current_scope().transaction) + raise SkipMessage() + + broker.add_middleware(SkipMessageMiddleware()) + + @dramatiq.actor(max_retries=0) + def skipped_actor(): ... + + skipped_actor.send() + + broker.join(skipped_actor.queue_name) + worker.join() + + (transaction,) = transactions + assert transaction.timestamp is not None From ea8e51f87f7a71929fba0eb6986a6d4b19ea89e0 Mon Sep 17 00:00:00 2001 From: Simon Hellmayr Date: Thu, 29 Jan 2026 14:45:21 +0100 Subject: [PATCH 02/53] fix(google-genai): deactivate google genai when langchain is used (#5389) - we are seeing duplicate spans for google genai and langchain - deactivate google genai when langchain is used --- sentry_sdk/integrations/__init__.py | 2 +- tests/test_ai_integration_deactivation.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/sentry_sdk/integrations/__init__.py b/sentry_sdk/integrations/__init__.py index 9c76dfe471..dd12a6011f 100644 --- a/sentry_sdk/integrations/__init__.py +++ b/sentry_sdk/integrations/__init__.py @@ -167,7 +167,7 @@ def iter_default_integrations( _INTEGRATION_DEACTIVATES = { - "langchain": {"openai", "anthropic"}, + "langchain": {"openai", "anthropic", "google_genai"}, "openai_agents": {"openai"}, "pydantic_ai": {"openai", "anthropic"}, } diff --git a/tests/test_ai_integration_deactivation.py b/tests/test_ai_integration_deactivation.py index dc8aef6be8..b02b64c6ee 100644 --- a/tests/test_ai_integration_deactivation.py +++ b/tests/test_ai_integration_deactivation.py @@ -57,6 +57,7 @@ def test_integration_deactivates_map_exists(): assert "langchain" in _INTEGRATION_DEACTIVATES assert "openai" in _INTEGRATION_DEACTIVATES["langchain"] assert "anthropic" in _INTEGRATION_DEACTIVATES["langchain"] + assert "google_genai" in _INTEGRATION_DEACTIVATES["langchain"] assert "openai_agents" in _INTEGRATION_DEACTIVATES assert "openai" in _INTEGRATION_DEACTIVATES["openai_agents"] assert "pydantic_ai" in _INTEGRATION_DEACTIVATES From 30e3f8c0808bc9a77237cfca93ea755eb7354b2e Mon Sep 17 00:00:00 2001 From: Aditya Mathur <57684218+MathurAditya724@users.noreply.github.com> Date: Fri, 30 Jan 2026 13:42:32 +0530 Subject: [PATCH 03/53] ci: migration to the new codecov action (#5392) --- .../workflows/test-integrations-agents.yml | 19 +++++++------------ .../test-integrations-ai-workflow.yml | 19 +++++++------------ .github/workflows/test-integrations-ai.yml | 19 +++++++------------ .github/workflows/test-integrations-cloud.yml | 19 +++++++------------ .../workflows/test-integrations-common.yml | 19 +++++++------------ .github/workflows/test-integrations-dbs.yml | 19 +++++++------------ .github/workflows/test-integrations-flags.yml | 19 +++++++------------ .../workflows/test-integrations-gevent.yml | 19 +++++++------------ .../workflows/test-integrations-graphql.yml | 19 +++++++------------ .github/workflows/test-integrations-mcp.yml | 19 +++++++------------ .github/workflows/test-integrations-misc.yml | 19 +++++++------------ .../workflows/test-integrations-network.yml | 19 +++++++------------ .github/workflows/test-integrations-tasks.yml | 19 +++++++------------ .github/workflows/test-integrations-web-1.yml | 19 +++++++------------ .github/workflows/test-integrations-web-2.yml | 19 +++++++------------ codecov.yml | 13 +------------ .../split_tox_gh_actions/templates/base.jinja | 3 +++ .../templates/test_group.jinja | 19 +++++-------------- 18 files changed, 114 insertions(+), 206 deletions(-) diff --git a/.github/workflows/test-integrations-agents.yml b/.github/workflows/test-integrations-agents.yml index 2ca67de7a0..a05649a5f0 100644 --- a/.github/workflows/test-integrations-agents.yml +++ b/.github/workflows/test-integrations-agents.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -69,21 +72,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Agents tests passed diff --git a/.github/workflows/test-integrations-ai-workflow.yml b/.github/workflows/test-integrations-ai-workflow.yml index d8ca4dff84..7cd4cb86df 100644 --- a/.github/workflows/test-integrations-ai-workflow.yml +++ b/.github/workflows/test-integrations-ai-workflow.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -73,21 +76,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All AI Workflow tests passed diff --git a/.github/workflows/test-integrations-ai.yml b/.github/workflows/test-integrations-ai.yml index 380acee799..0b305a3775 100644 --- a/.github/workflows/test-integrations-ai.yml +++ b/.github/workflows/test-integrations-ai.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -89,21 +92,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All AI tests passed diff --git a/.github/workflows/test-integrations-cloud.yml b/.github/workflows/test-integrations-cloud.yml index d3a2526ff7..d57034d4e3 100644 --- a/.github/workflows/test-integrations-cloud.yml +++ b/.github/workflows/test-integrations-cloud.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -85,21 +88,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Cloud tests passed diff --git a/.github/workflows/test-integrations-common.yml b/.github/workflows/test-integrations-common.yml index 244c336e8f..9b333435bd 100644 --- a/.github/workflows/test-integrations-common.yml +++ b/.github/workflows/test-integrations-common.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -65,21 +68,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Common tests passed diff --git a/.github/workflows/test-integrations-dbs.yml b/.github/workflows/test-integrations-dbs.yml index d565203253..b1dadb0ca5 100644 --- a/.github/workflows/test-integrations-dbs.yml +++ b/.github/workflows/test-integrations-dbs.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -105,21 +108,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All DBs tests passed diff --git a/.github/workflows/test-integrations-flags.yml b/.github/workflows/test-integrations-flags.yml index c571a14877..dded26658a 100644 --- a/.github/workflows/test-integrations-flags.yml +++ b/.github/workflows/test-integrations-flags.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -77,21 +80,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Flags tests passed diff --git a/.github/workflows/test-integrations-gevent.yml b/.github/workflows/test-integrations-gevent.yml index be01d7297e..525140dfa7 100644 --- a/.github/workflows/test-integrations-gevent.yml +++ b/.github/workflows/test-integrations-gevent.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -65,21 +68,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Gevent tests passed diff --git a/.github/workflows/test-integrations-graphql.yml b/.github/workflows/test-integrations-graphql.yml index 20429390e8..322a95ff54 100644 --- a/.github/workflows/test-integrations-graphql.yml +++ b/.github/workflows/test-integrations-graphql.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -77,21 +80,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All GraphQL tests passed diff --git a/.github/workflows/test-integrations-mcp.yml b/.github/workflows/test-integrations-mcp.yml index 4496773d3a..4b576a897f 100644 --- a/.github/workflows/test-integrations-mcp.yml +++ b/.github/workflows/test-integrations-mcp.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -69,21 +72,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All MCP tests passed diff --git a/.github/workflows/test-integrations-misc.yml b/.github/workflows/test-integrations-misc.yml index efba0f670c..021d6cda79 100644 --- a/.github/workflows/test-integrations-misc.yml +++ b/.github/workflows/test-integrations-misc.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -97,21 +100,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Misc tests passed diff --git a/.github/workflows/test-integrations-network.yml b/.github/workflows/test-integrations-network.yml index c36cd348f8..ee4579f50f 100644 --- a/.github/workflows/test-integrations-network.yml +++ b/.github/workflows/test-integrations-network.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -73,21 +76,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Network tests passed diff --git a/.github/workflows/test-integrations-tasks.yml b/.github/workflows/test-integrations-tasks.yml index ead4ab0617..bab5ddf335 100644 --- a/.github/workflows/test-integrations-tasks.yml +++ b/.github/workflows/test-integrations-tasks.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -100,21 +103,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Tasks tests passed diff --git a/.github/workflows/test-integrations-web-1.yml b/.github/workflows/test-integrations-web-1.yml index 599c524f0e..82632632e7 100644 --- a/.github/workflows/test-integrations-web-1.yml +++ b/.github/workflows/test-integrations-web-1.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -95,21 +98,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Web 1 tests passed diff --git a/.github/workflows/test-integrations-web-2.yml b/.github/workflows/test-integrations-web-2.yml index 4911d319ea..9dec6bff24 100644 --- a/.github/workflows/test-integrations-web-2.yml +++ b/.github/workflows/test-integrations-web-2.yml @@ -17,6 +17,9 @@ concurrency: cancel-in-progress: true permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: ${{ github.sha }} CACHED_BUILD_PATHS: | @@ -101,21 +104,13 @@ jobs: run: | coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: ${{ !cancelled() }} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: ${{ secrets.CODECOV_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - name: Upload test results to Codecov - if: ${{ !cancelled() }} - uses: codecov/test-results-action@v1 - with: - token: ${{ secrets.CODECOV_TOKEN }} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true check_required_tests: name: All Web 2 tests passed diff --git a/codecov.yml b/codecov.yml index b7abcf8c86..4cb22edee8 100644 --- a/codecov.yml +++ b/codecov.yml @@ -10,18 +10,7 @@ ignore: - "tests" - "sentry_sdk/_types.py" -# Read more here: https://docs.codecov.com/docs/pull-request-comments -comment: - after_n_builds: 99 - layout: 'diff, files' - # Update, if comment exists. Otherwise post new. - behavior: default - # Comments will only post when coverage changes. Furthermore, if a comment - # already exists, and a newer commit results in no coverage change for the - # entire pull, the comment will be deleted. - require_changes: true - require_base: true # must have a base report to post - require_head: true # must have a head report to post +comment: true github_checks: annotations: false diff --git a/scripts/split_tox_gh_actions/templates/base.jinja b/scripts/split_tox_gh_actions/templates/base.jinja index 8d618d228c..c3bc528a7c 100644 --- a/scripts/split_tox_gh_actions/templates/base.jinja +++ b/scripts/split_tox_gh_actions/templates/base.jinja @@ -23,6 +23,9 @@ concurrency: permissions: contents: read + actions: read + pull-requests: write + statuses: write env: BUILD_CACHE_KEY: {% raw %}${{ github.sha }}{% endraw %} diff --git a/scripts/split_tox_gh_actions/templates/test_group.jinja b/scripts/split_tox_gh_actions/templates/test_group.jinja index 3e1ab30290..e9581d2d8f 100644 --- a/scripts/split_tox_gh_actions/templates/test_group.jinja +++ b/scripts/split_tox_gh_actions/templates/test_group.jinja @@ -42,7 +42,7 @@ # Use Docker container only for Python 3.6 {% raw %}container: ${{ matrix.python-version == '3.6' && 'python:3.6' || null }}{% endraw %} steps: - - uses: actions/checkout@v6.0.1 + - uses: actions/checkout@v6.0.2 - uses: actions/setup-python@v6 {% raw %}if: ${{ matrix.python-version != '3.6' }}{% endraw %} with: @@ -94,20 +94,11 @@ coverage combine .coverage-sentry-* coverage xml - - name: Upload coverage to Codecov + - name: Parse and Upload Coverage if: {% raw %}${{ !cancelled() }}{% endraw %} - uses: codecov/codecov-action@v5.5.2 + uses: getsentry/codecov-action@main with: - token: {% raw %}${{ secrets.CODECOV_TOKEN }}{% endraw %} + token: {% raw %}${{ secrets.GITHUB_TOKEN }}{% endraw %} files: coverage.xml - # make sure no plugins alter our coverage reports - plugins: noop - verbose: true - - - name: Upload test results to Codecov - if: {% raw %}${{ !cancelled() }}{% endraw %} - uses: codecov/test-results-action@v1 - with: - token: {% raw %}${{ secrets.CODECOV_TOKEN }}{% endraw %} - files: .junitxml + junit-xml-pattern: .junitxml verbose: true From e061eb1b9a4ef1be698e0f17bd064d40baa8bfeb Mon Sep 17 00:00:00 2001 From: Nik Cubrilovic Date: Fri, 30 Jan 2026 19:35:44 +1100 Subject: [PATCH 04/53] fix(arq): handle settings_cls passed as keyword argument (#5393) The `_sentry_create_worker` patch assumed `settings_cls` is always passed as positional arg (`args[0]`), causing IndexError when users call `create_worker(settings_cls=WorkerSettings)`. Now checks both `args[0]` and `kwargs.get("settings_cls")`. Test added in `tests/integrations/arq/test_arq.py` as `init_arq_with_kwarg_settings` ### Description `settings_cls` is now checked from kwargs if no args ```py settings_cls = args[0] if args else kwargs.get("settings_cls") ``` #### Issues * None --------- Co-authored-by: Ivana Kellyer --- sentry_sdk/integrations/arq.py | 11 ++++--- tests/integrations/arq/test_arq.py | 51 +++++++++++++++++++++++++++++- 2 files changed, 56 insertions(+), 6 deletions(-) diff --git a/sentry_sdk/integrations/arq.py b/sentry_sdk/integrations/arq.py index ee8aa393cf..35c0a9c6f0 100644 --- a/sentry_sdk/integrations/arq.py +++ b/sentry_sdk/integrations/arq.py @@ -185,7 +185,7 @@ def patch_create_worker() -> None: @ensure_integration_enabled(ArqIntegration, old_create_worker) def _sentry_create_worker(*args: "Any", **kwargs: "Any") -> "Worker": - settings_cls = args[0] + settings_cls = args[0] if args else kwargs.get("settings_cls") if isinstance(settings_cls, dict): if "functions" in settings_cls: @@ -200,13 +200,14 @@ def _sentry_create_worker(*args: "Any", **kwargs: "Any") -> "Worker": ] if hasattr(settings_cls, "functions"): - settings_cls.functions = [ - _get_arq_function(func) for func in settings_cls.functions + settings_cls.functions = [ # type: ignore[union-attr] + _get_arq_function(func) + for func in settings_cls.functions # type: ignore[union-attr] ] if hasattr(settings_cls, "cron_jobs"): - settings_cls.cron_jobs = [ + settings_cls.cron_jobs = [ # type: ignore[union-attr] _get_arq_cron_job(cron_job) - for cron_job in (settings_cls.cron_jobs or []) + for cron_job in (settings_cls.cron_jobs or []) # type: ignore[union-attr] ] if "functions" in kwargs: diff --git a/tests/integrations/arq/test_arq.py b/tests/integrations/arq/test_arq.py index d8b7e715f2..177f047101 100644 --- a/tests/integrations/arq/test_arq.py +++ b/tests/integrations/arq/test_arq.py @@ -131,9 +131,58 @@ def inner( return inner +@pytest.fixture +def init_arq_with_kwarg_settings(sentry_init): + """Test fixture that passes settings_cls as keyword argument only.""" + + def inner( + cls_functions=None, + cls_cron_jobs=None, + kw_functions=None, + kw_cron_jobs=None, + allow_abort_jobs_=False, + ): + cls_functions = cls_functions or [] + cls_cron_jobs = cls_cron_jobs or [] + + kwargs = {} + if kw_functions is not None: + kwargs["functions"] = kw_functions + if kw_cron_jobs is not None: + kwargs["cron_jobs"] = kw_cron_jobs + + sentry_init( + integrations=[ArqIntegration()], + traces_sample_rate=1.0, + send_default_pii=True, + ) + + server = FakeRedis() + pool = ArqRedis(pool_or_conn=server.connection_pool) + + class WorkerSettings: + functions = cls_functions + cron_jobs = cls_cron_jobs + redis_pool = pool + allow_abort_jobs = allow_abort_jobs_ + + if not WorkerSettings.functions: + del WorkerSettings.functions + if not WorkerSettings.cron_jobs: + del WorkerSettings.cron_jobs + + # Pass settings_cls as keyword argument (not positional) + worker = arq.worker.create_worker(settings_cls=WorkerSettings, **kwargs) + + return pool, worker + + return inner + + @pytest.mark.asyncio @pytest.mark.parametrize( - "init_arq_settings", ["init_arq", "init_arq_with_dict_settings"] + "init_arq_settings", + ["init_arq", "init_arq_with_dict_settings", "init_arq_with_kwarg_settings"], ) async def test_job_result(init_arq_settings, request): async def increase(ctx, num): From 97ee0b1659c70b28f2e4c4d6977f7406f698fa91 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Fri, 30 Jan 2026 13:30:03 +0100 Subject: [PATCH 05/53] feat(span-streaming): Add experimental `trace_lifecycle` switch (1) (#5397) - Add a new experimental `trace_lifecycle` option (used in follow up PRs) - Add a new util function for checking which mode the SDK is in Chipping away at https://github.com/getsentry/sentry-python/pull/5317 to transform it into reviewable and mergeable PRs. --- sentry_sdk/consts.py | 1 + sentry_sdk/tracing_utils.py | 7 +++++++ 2 files changed, 8 insertions(+) diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py index f794754b05..f294414edf 100644 --- a/sentry_sdk/consts.py +++ b/sentry_sdk/consts.py @@ -82,6 +82,7 @@ class CompressionAlgo(Enum): "before_send_log": Optional[Callable[[Log, Hint], Optional[Log]]], "enable_metrics": Optional[bool], "before_send_metric": Optional[Callable[[Metric, Hint], Optional[Metric]]], + "trace_lifecycle": Optional[Literal["static", "stream"]], }, total=False, ) diff --git a/sentry_sdk/tracing_utils.py b/sentry_sdk/tracing_utils.py index 742582423b..c1d6c44535 100644 --- a/sentry_sdk/tracing_utils.py +++ b/sentry_sdk/tracing_utils.py @@ -106,6 +106,13 @@ def has_tracing_enabled(options: "Optional[Dict[str, Any]]") -> bool: ) +def has_span_streaming_enabled(options: "Optional[dict[str, Any]]") -> bool: + if options is None: + return False + + return (options.get("_experiments") or {}).get("trace_lifecycle") == "stream" + + @contextlib.contextmanager def record_sql_queries( cursor: "Any", From 67721df5cbb9699f41a15cc3d63fdbf724271db2 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Mon, 2 Feb 2026 10:27:54 +0100 Subject: [PATCH 06/53] feat(span-streaming): Add span batcher (#5398) - Add a specialized `SpanBatcher` that batches and sends spans by trace ID. Hook it up to the client. - Add a skeleton of a new `StreamedSpan` class that will eventually replace the current `Span` class. Chipping away at https://github.com/getsentry/sentry-python/pull/5317 to transform it into reviewable and mergeable PRs. --- sentry_sdk/_span_batcher.py | 118 ++++++++++++++++++++++++++++++++++++ sentry_sdk/client.py | 19 +++++- sentry_sdk/traces.py | 39 ++++++++++++ 3 files changed, 175 insertions(+), 1 deletion(-) create mode 100644 sentry_sdk/_span_batcher.py create mode 100644 sentry_sdk/traces.py diff --git a/sentry_sdk/_span_batcher.py b/sentry_sdk/_span_batcher.py new file mode 100644 index 0000000000..6f3f11c2f3 --- /dev/null +++ b/sentry_sdk/_span_batcher.py @@ -0,0 +1,118 @@ +import threading +from collections import defaultdict +from datetime import datetime, timezone +from typing import TYPE_CHECKING + +from sentry_sdk._batcher import Batcher +from sentry_sdk.consts import SPANSTATUS +from sentry_sdk.envelope import Envelope, Item, PayloadRef +from sentry_sdk.utils import format_timestamp, serialize_attribute, safe_repr + +if TYPE_CHECKING: + from typing import Any, Callable, Optional + from sentry_sdk.traces import StreamedSpan + from sentry_sdk._types import SerializedAttributeValue + + +class SpanBatcher(Batcher["StreamedSpan"]): + # TODO[span-first]: size-based flushes + # TODO[span-first]: adjust flush/drop defaults + MAX_BEFORE_FLUSH = 1000 + MAX_BEFORE_DROP = 5000 + FLUSH_WAIT_TIME = 5.0 + + TYPE = "span" + CONTENT_TYPE = "application/vnd.sentry.items.span.v2+json" + + def __init__( + self, + capture_func: "Callable[[Envelope], None]", + record_lost_func: "Callable[..., None]", + ) -> None: + # Spans from different traces cannot be emitted in the same envelope + # since the envelope contains a shared trace header. That's why we bucket + # by trace_id, so that we can then send the buckets each in its own + # envelope. + # trace_id -> span buffer + self._span_buffer: dict[str, list["StreamedSpan"]] = defaultdict(list) + self._capture_func = capture_func + self._record_lost_func = record_lost_func + self._running = True + self._lock = threading.Lock() + + self._flush_event: "threading.Event" = threading.Event() + + self._flusher: "Optional[threading.Thread]" = None + self._flusher_pid: "Optional[int]" = None + + def get_size(self) -> int: + # caller is responsible for locking before checking this + return sum(len(buffer) for buffer in self._span_buffer.values()) + + def add(self, span: "StreamedSpan") -> None: + if not self._ensure_thread() or self._flusher is None: + return None + + with self._lock: + size = self.get_size() + if size >= self.MAX_BEFORE_DROP: + self._record_lost_func( + reason="queue_overflow", + data_category="span", + quantity=1, + ) + return None + + self._span_buffer[span.trace_id].append(span) + if size + 1 >= self.MAX_BEFORE_FLUSH: + self._flush_event.set() + + @staticmethod + def _to_transport_format(item: "StreamedSpan") -> "Any": + # TODO[span-first] + res: "dict[str, Any]" = {} + return res + + def _flush(self) -> None: + with self._lock: + if len(self._span_buffer) == 0: + return None + + envelopes = [] + for trace_id, spans in self._span_buffer.items(): + if spans: + # TODO[span-first] + # dsc = spans[0].dynamic_sampling_context() + dsc = None + + envelope = Envelope( + headers={ + "sent_at": format_timestamp(datetime.now(timezone.utc)), + "trace": dsc, + } + ) + + envelope.add_item( + Item( + type="span", + content_type="application/vnd.sentry.items.span.v2+json", + headers={ + "item_count": len(spans), + }, + payload=PayloadRef( + json={ + "items": [ + self._to_transport_format(span) + for span in spans + ] + } + ), + ) + ) + + envelopes.append(envelope) + + self._span_buffer.clear() + + for envelope in envelopes: + self._capture_func(envelope) diff --git a/sentry_sdk/client.py b/sentry_sdk/client.py index fb14d8e36a..c0681fa0a6 100644 --- a/sentry_sdk/client.py +++ b/sentry_sdk/client.py @@ -11,6 +11,7 @@ import sentry_sdk from sentry_sdk._compat import PY37, check_uwsgi_thread_support from sentry_sdk._metrics_batcher import MetricsBatcher +from sentry_sdk._span_batcher import SpanBatcher from sentry_sdk.utils import ( AnnotatedValue, ContextVar, @@ -31,6 +32,7 @@ ) from sentry_sdk.serializer import serialize from sentry_sdk.tracing import trace +from sentry_sdk.tracing_utils import has_span_streaming_enabled from sentry_sdk.transport import BaseHttpTransport, make_transport from sentry_sdk.consts import ( SPANDATA, @@ -188,6 +190,7 @@ def __init__(self, options: "Optional[Dict[str, Any]]" = None) -> None: self.monitor: "Optional[Monitor]" = None self.log_batcher: "Optional[LogBatcher]" = None self.metrics_batcher: "Optional[MetricsBatcher]" = None + self.span_batcher: "Optional[SpanBatcher]" = None self.integrations: "dict[str, Integration]" = {} def __getstate__(self, *args: "Any", **kwargs: "Any") -> "Any": @@ -399,6 +402,13 @@ def _record_lost_event( record_lost_func=_record_lost_event, ) + self.span_batcher = None + if has_span_streaming_enabled(self.options): + self.span_batcher = SpanBatcher( + capture_func=_capture_envelope, + record_lost_func=_record_lost_event, + ) + max_request_body_size = ("always", "never", "small", "medium") if self.options["max_request_body_size"] not in max_request_body_size: raise ValueError( @@ -909,7 +919,10 @@ def capture_event( return return_value def _capture_telemetry( - self, telemetry: "Optional[Union[Log, Metric]]", ty: str, scope: "Scope" + self, + telemetry: "Optional[Union[Log, Metric]]", + ty: str, + scope: "Scope", ) -> None: # Capture attributes-based telemetry (logs, metrics, spansV2) if telemetry is None: @@ -993,6 +1006,8 @@ def close( self.log_batcher.kill() if self.metrics_batcher is not None: self.metrics_batcher.kill() + if self.span_batcher is not None: + self.span_batcher.kill() if self.monitor: self.monitor.kill() self.transport.kill() @@ -1018,6 +1033,8 @@ def flush( self.log_batcher.flush() if self.metrics_batcher is not None: self.metrics_batcher.flush() + if self.span_batcher is not None: + self.span_batcher.flush() self.transport.flush(timeout=timeout, callback=callback) def __enter__(self) -> "_Client": diff --git a/sentry_sdk/traces.py b/sentry_sdk/traces.py new file mode 100644 index 0000000000..d2f6549e83 --- /dev/null +++ b/sentry_sdk/traces.py @@ -0,0 +1,39 @@ +""" +The API in this file is only meant to be used in span streaming mode. + +You can enable span streaming mode via +sentry_sdk.init(_experiments={"trace_lifecycle": "stream"}). +""" + +import uuid +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + from typing import Optional + + +class StreamedSpan: + """ + A span holds timing information of a block of code. + + Spans can have multiple child spans thus forming a span tree. + + This is the Span First span implementation. The original transaction-based + span implementation lives in tracing.Span. + """ + + __slots__ = ("_trace_id",) + + def __init__( + self, + *, + trace_id: "Optional[str]" = None, + ): + self._trace_id = trace_id + + @property + def trace_id(self) -> str: + if not self._trace_id: + self._trace_id = uuid.uuid4().hex + + return self._trace_id From 7d9bf9a386a20d8d6eabfefb2f16c29e11de830c Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 10:34:19 +0100 Subject: [PATCH 07/53] test(mcp): Simulate stdio transport with memory streams (#5329) Stop mocking transport layer of the `mcp` package in tests. Convert functions annotated with `@mcp.call_tool`, and analogous resource and prompt decorators, to async if, and only if, an exception is raised when going through the transport layer. Remove `test_resource_without_protocol`, `test_request_context_no_context` and `test_async_handlers_mixed`, because they are testing unreachable states. The former two are only possible when bypassing the transport layer. The latter is impossible because an exception is raised when invoking the synchronous `@mcp.call_tool`-annotated function. --- tests/integrations/mcp/test_mcp.py | 496 +++++++++++++++++------------ 1 file changed, 293 insertions(+), 203 deletions(-) diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 4415467cd7..b6a09b7dc7 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -15,6 +15,7 @@ that the integration properly instruments MCP handlers with Sentry spans. """ +import anyio import pytest import json from unittest import mock @@ -30,6 +31,16 @@ async def __call__(self, *args, **kwargs): from mcp.server.lowlevel import Server from mcp.server.lowlevel.server import request_ctx +from mcp.types import ( + JSONRPCMessage, + JSONRPCNotification, + JSONRPCRequest, + GetPromptResult, + PromptMessage, + TextContent, +) +from mcp.server.lowlevel.helper_types import ReadResourceContents +from mcp.shared.message import SessionMessage try: from mcp.server.lowlevel.server import request_ctx @@ -41,6 +52,81 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.integrations.mcp import MCPIntegration +def get_initialization_payload(request_id: str): + return SessionMessage( + message=JSONRPCMessage( + root=JSONRPCRequest( + jsonrpc="2.0", + id=request_id, + method="initialize", + params={ + "protocolVersion": "2025-11-25", + "capabilities": {}, + "clientInfo": {"name": "test-client", "version": "1.0.0"}, + }, + ) + ) + ) + + +def get_initialized_notification_payload(): + return SessionMessage( + message=JSONRPCMessage( + root=JSONRPCNotification( + jsonrpc="2.0", + method="notifications/initialized", + ) + ) + ) + + +def get_mcp_command_payload(method: str, params, request_id: str): + return SessionMessage( + message=JSONRPCMessage( + root=JSONRPCRequest( + jsonrpc="2.0", + id=request_id, + method=method, + params=params, + ) + ) + ) + + +async def stdio(server, method: str, params, request_id: str): + read_stream_writer, read_stream = anyio.create_memory_object_stream(0) + write_stream, write_stream_reader = anyio.create_memory_object_stream(0) + + result = {} + + async def run_server(): + await server.run( + read_stream, write_stream, server.create_initialization_options() + ) + + async def simulate_client(tg, result): + init_request = get_initialization_payload("1") + await read_stream_writer.send(init_request) + + await write_stream_reader.receive() + + initialized_notification = get_initialized_notification_payload() + await read_stream_writer.send(initialized_notification) + + request = get_mcp_command_payload(method, params=params, request_id=request_id) + await read_stream_writer.send(request) + + result["response"] = await write_stream_reader.receive() + + tg.cancel_scope.cancel() + + async with anyio.create_task_group() as tg: + tg.start_soon(run_server) + tg.start_soon(simulate_client, tg, result) + + return result["response"] + + @pytest.fixture(autouse=True) def reset_request_ctx(): """Reset request context before and after each test""" @@ -141,11 +227,12 @@ def test_integration_patches_server(sentry_init): assert Server.read_resource is not original_read_resource +@pytest.mark.asyncio @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -def test_tool_handler_sync( +async def test_tool_handler_stdio( sentry_init, capture_events, send_default_pii, include_prompts ): """Test that synchronous tool handlers create proper spans""" @@ -158,19 +245,25 @@ def test_tool_handler_sync( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-123", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() - def test_tool(tool_name, arguments): + async def test_tool(tool_name, arguments): return {"result": "success", "value": 42} with start_transaction(name="mcp tx"): - # Call the tool handler - result = test_tool("calculate", {"x": 10, "y": 5}) + result = await stdio( + server, + method="tools/call", + params={ + "name": "calculate", + "arguments": {"x": 10, "y": 5}, + }, + request_id="req-123", + ) - assert result == {"result": "success", "value": 42} + assert result.message.root.result["content"][0]["text"] == json.dumps( + {"result": "success", "value": 42}, + indent=2, + ) (tx,) = events assert tx["type"] == "transaction" @@ -262,7 +355,8 @@ async def test_tool_async(tool_name, arguments): assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] -def test_tool_handler_with_error(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_tool_handler_with_error(sentry_init, capture_events): """Test that tool handler errors are captured properly""" sentry_init( integrations=[MCPIntegration()], @@ -272,17 +366,24 @@ def test_tool_handler_with_error(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-error", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def failing_tool(tool_name, arguments): raise ValueError("Tool execution failed") with start_transaction(name="mcp tx"): - with pytest.raises(ValueError): - failing_tool("bad_tool", {}) + result = await stdio( + server, + method="tools/call", + params={ + "name": "bad_tool", + "arguments": {}, + }, + request_id="req-error", + ) + + assert ( + result.message.root.result["content"][0]["text"] == "Tool execution failed" + ) # Should have error event and transaction assert len(events) == 2 @@ -304,11 +405,12 @@ def failing_tool(tool_name, arguments): assert span["tags"]["status"] == "internal_error" +@pytest.mark.asyncio @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -def test_prompt_handler_sync( +async def test_prompt_handler_stdio( sentry_init, capture_events, send_default_pii, include_prompts ): """Test that synchronous prompt handlers create proper spans""" @@ -321,19 +423,34 @@ def test_prompt_handler_sync( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-prompt", transport="stdio") - request_ctx.set(mock_ctx) - @server.get_prompt() - def test_prompt(name, arguments): - return MockGetPromptResult([MockPromptMessage("user", "Tell me about Python")]) + async def test_prompt(name, arguments): + return GetPromptResult( + description="A helpful test prompt", + messages=[ + PromptMessage( + role="user", + content=TextContent(type="text", text="Tell me about Python"), + ), + ], + ) with start_transaction(name="mcp tx"): - result = test_prompt("code_help", {"language": "python"}) + result = await stdio( + server, + method="prompts/get", + params={ + "name": "code_help", + "arguments": {"language": "python"}, + }, + request_id="req-prompt", + ) - assert result.messages[0].role == "user" - assert result.messages[0].content.text == "Tell me about Python" + assert result.message.root.result["messages"][0]["role"] == "user" + assert ( + result.message.root.result["messages"][0]["content"]["text"] + == "Tell me about Python" + ) (tx,) = events assert tx["type"] == "transaction" @@ -420,7 +537,8 @@ async def test_prompt_async(name, arguments): assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT not in span["data"] -def test_prompt_handler_with_error(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_prompt_handler_with_error(sentry_init, capture_events): """Test that prompt handler errors are captured""" sentry_init( integrations=[MCPIntegration()], @@ -430,17 +548,22 @@ def test_prompt_handler_with_error(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-error-prompt", transport="stdio") - request_ctx.set(mock_ctx) - @server.get_prompt() - def failing_prompt(name, arguments): + async def failing_prompt(name, arguments): raise RuntimeError("Prompt not found") with start_transaction(name="mcp tx"): - with pytest.raises(RuntimeError): - failing_prompt("missing_prompt", {}) + response = await stdio( + server, + method="prompts/get", + params={ + "name": "code_help", + "arguments": {"language": "python"}, + }, + request_id="req-error-prompt", + ) + + assert response.message.root.error.message == "Prompt not found" # Should have error event and transaction assert len(events) == 2 @@ -450,7 +573,8 @@ def failing_prompt(name, arguments): assert error_event["exception"]["values"][0]["type"] == "RuntimeError" -def test_resource_handler_sync(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_resource_handler_stdio(sentry_init, capture_events): """Test that synchronous resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -460,19 +584,27 @@ def test_resource_handler_sync(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-resource", transport="stdio") - request_ctx.set(mock_ctx) - @server.read_resource() - def test_resource(uri): - return {"content": "file contents", "mime_type": "text/plain"} + async def test_resource(uri): + return [ + ReadResourceContents( + content=json.dumps({"content": "file contents"}), mime_type="text/plain" + ) + ] with start_transaction(name="mcp tx"): - uri = MockURI("file:///path/to/file.txt") - result = test_resource(uri) + result = await stdio( + server, + method="resources/read", + params={ + "uri": "file:///path/to/file.txt", + }, + request_id="req-resource", + ) - assert result["content"] == "file contents" + assert result.message.root.result["contents"][0]["text"] == json.dumps( + {"content": "file contents"}, + ) (tx,) = events assert tx["type"] == "transaction" @@ -533,7 +665,8 @@ async def test_resource_async(uri): assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-res" -def test_resource_handler_with_error(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_resource_handler_with_error(sentry_init, capture_events): """Test that resource handler errors are captured""" sentry_init( integrations=[MCPIntegration()], @@ -543,18 +676,19 @@ def test_resource_handler_with_error(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-error-resource", transport="stdio") - request_ctx.set(mock_ctx) - @server.read_resource() def failing_resource(uri): raise FileNotFoundError("Resource not found") with start_transaction(name="mcp tx"): - with pytest.raises(FileNotFoundError): - uri = MockURI("file:///missing.txt") - failing_resource(uri) + await stdio( + server, + method="resources/read", + params={ + "uri": "file:///missing.txt", + }, + request_id="req-error-resource", + ) # Should have error event and transaction assert len(events) == 2 @@ -564,11 +698,12 @@ def failing_resource(uri): assert error_event["exception"]["values"][0]["type"] == "FileNotFoundError" +@pytest.mark.asyncio @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (False, False)], ) -def test_tool_result_extraction_tuple( +async def test_tool_result_extraction_tuple( sentry_init, capture_events, send_default_pii, include_prompts ): """Test extraction of tool results from tuple format (UnstructuredContent, StructuredContent)""" @@ -581,10 +716,6 @@ def test_tool_result_extraction_tuple( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-tuple", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def test_tool_tuple(tool_name, arguments): # Return CombinationContent: (UnstructuredContent, StructuredContent) @@ -593,7 +724,15 @@ def test_tool_tuple(tool_name, arguments): return (unstructured, structured) with start_transaction(name="mcp tx"): - test_tool_tuple("combo_tool", {}) + await stdio( + server, + method="tools/call", + params={ + "name": "calculate", + "arguments": {}, + }, + request_id="req-tuple", + ) (tx,) = events span = tx["spans"][0] @@ -612,11 +751,12 @@ def test_tool_tuple(tool_name, arguments): assert SPANDATA.MCP_TOOL_RESULT_CONTENT_COUNT not in span["data"] +@pytest.mark.asyncio @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (False, False)], ) -def test_tool_result_extraction_unstructured( +async def test_tool_result_extraction_unstructured( sentry_init, capture_events, send_default_pii, include_prompts ): """Test extraction of tool results from UnstructuredContent (list of content blocks)""" @@ -629,10 +769,6 @@ def test_tool_result_extraction_unstructured( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-unstructured", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def test_tool_unstructured(tool_name, arguments): # Return UnstructuredContent as list of content blocks @@ -642,7 +778,15 @@ def test_tool_unstructured(tool_name, arguments): ] with start_transaction(name="mcp tx"): - test_tool_unstructured("text_tool", {}) + await stdio( + server, + method="tools/call", + params={ + "name": "text_tool", + "arguments": {}, + }, + request_id="req-unstructured", + ) (tx,) = events span = tx["spans"][0] @@ -656,44 +800,8 @@ def test_tool_unstructured(tool_name, arguments): assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] -def test_request_context_no_context(sentry_init, capture_events): - """Test handling when no request context is available""" - sentry_init( - integrations=[MCPIntegration()], - traces_sample_rate=1.0, - ) - events = capture_events() - - server = Server("test-server") - - # Clear request context (simulating no context available) - # This will cause a LookupError when trying to get context - request_ctx.set(None) - - @server.call_tool() - def test_tool_no_ctx(tool_name, arguments): - return {"result": "ok"} - - with start_transaction(name="mcp tx"): - # This should work even without request context - try: - test_tool_no_ctx("tool", {}) - except LookupError: - # If it raises LookupError, that's expected when context is truly missing - pass - - # Should still create span even if context is missing - (tx,) = events - span = tx["spans"][0] - - # Transport defaults to "pipe" when no context - assert span["data"][SPANDATA.MCP_TRANSPORT] == "stdio" - # Request ID and Session ID should not be present - assert SPANDATA.MCP_REQUEST_ID not in span["data"] - assert SPANDATA.MCP_SESSION_ID not in span["data"] - - -def test_span_origin(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_span_origin(sentry_init, capture_events): """Test that span origin is set correctly""" sentry_init( integrations=[MCPIntegration()], @@ -703,16 +811,20 @@ def test_span_origin(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-origin", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def test_tool(tool_name, arguments): return {"result": "test"} with start_transaction(name="mcp tx"): - test_tool("origin_test", {}) + await stdio( + server, + method="tools/call", + params={ + "name": "calculate", + "arguments": {"x": 10, "y": 5}, + }, + request_id="req-origin", + ) (tx,) = events @@ -720,7 +832,8 @@ def test_tool(tool_name, arguments): assert tx["spans"][0]["origin"] == "auto.ai.mcp" -def test_multiple_handlers(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_multiple_handlers(sentry_init, capture_events): """Test that multiple handler calls create multiple spans""" sentry_init( integrations=[MCPIntegration()], @@ -730,10 +843,6 @@ def test_multiple_handlers(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-multi", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def tool1(tool_name, arguments): return {"result": "tool1"} @@ -744,12 +853,45 @@ def tool2(tool_name, arguments): @server.get_prompt() def prompt1(name, arguments): - return MockGetPromptResult([MockPromptMessage("user", "Test prompt")]) + return GetPromptResult( + description="A test prompt", + messages=[ + PromptMessage( + role="user", content=TextContent(type="text", text="Test prompt") + ) + ], + ) with start_transaction(name="mcp tx"): - tool1("tool_a", {}) - tool2("tool_b", {}) - prompt1("prompt_a", {}) + await stdio( + server, + method="tools/call", + params={ + "name": "tool_a", + "arguments": {}, + }, + request_id="req-multi", + ) + + await stdio( + server, + method="tools/call", + params={ + "name": "tool_b", + "arguments": {}, + }, + request_id="req-multi", + ) + + await stdio( + server, + method="prompts/get", + params={ + "name": "prompt_a", + "arguments": {}, + }, + request_id="req-multi", + ) (tx,) = events assert tx["type"] == "transaction" @@ -765,11 +907,12 @@ def prompt1(name, arguments): assert "prompts/get prompt_a" in span_descriptions +@pytest.mark.asyncio @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (False, False)], ) -def test_prompt_with_dict_result( +async def test_prompt_with_dict_result( sentry_init, capture_events, send_default_pii, include_prompts ): """Test prompt handler with dict result instead of GetPromptResult object""" @@ -782,10 +925,6 @@ def test_prompt_with_dict_result( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-dict-prompt", transport="stdio") - request_ctx.set(mock_ctx) - @server.get_prompt() def test_prompt_dict(name, arguments): # Return dict format instead of GetPromptResult object @@ -796,7 +935,15 @@ def test_prompt_dict(name, arguments): } with start_transaction(name="mcp tx"): - test_prompt_dict("dict_prompt", {}) + await stdio( + server, + method="prompts/get", + params={ + "name": "dict_prompt", + "arguments": {}, + }, + request_id="req-dict-prompt", + ) (tx,) = events span = tx["spans"][0] @@ -816,37 +963,8 @@ def test_prompt_dict(name, arguments): assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT not in span["data"] -def test_resource_without_protocol(sentry_init, capture_events): - """Test resource handler with URI without protocol scheme""" - sentry_init( - integrations=[MCPIntegration()], - traces_sample_rate=1.0, - ) - events = capture_events() - - server = Server("test-server") - - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-no-proto", transport="stdio") - request_ctx.set(mock_ctx) - - @server.read_resource() - def test_resource(uri): - return {"data": "test"} - - with start_transaction(name="mcp tx"): - # URI without protocol - test_resource("simple-path") - - (tx,) = events - span = tx["spans"][0] - - assert span["data"][SPANDATA.MCP_RESOURCE_URI] == "simple-path" - # No protocol should be set - assert SPANDATA.MCP_RESOURCE_PROTOCOL not in span["data"] - - -def test_tool_with_complex_arguments(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_tool_with_complex_arguments(sentry_init, capture_events): """Test tool handler with complex nested arguments""" sentry_init( integrations=[MCPIntegration()], @@ -856,10 +974,6 @@ def test_tool_with_complex_arguments(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-complex", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() def test_tool_complex(tool_name, arguments): return {"processed": True} @@ -870,7 +984,15 @@ def test_tool_complex(tool_name, arguments): "string": "test", "number": 42, } - test_tool_complex("complex_tool", complex_args) + await stdio( + server, + method="tools/call", + params={ + "name": "complex_tool", + "arguments": complex_args, + }, + request_id="req-complex", + ) (tx,) = events span = tx["spans"][0] @@ -883,43 +1005,6 @@ def test_tool_complex(tool_name, arguments): assert span["data"]["mcp.request.argument.number"] == "42" -@pytest.mark.asyncio -async def test_async_handlers_mixed(sentry_init, capture_events): - """Test mixing sync and async handlers in the same transaction""" - sentry_init( - integrations=[MCPIntegration()], - traces_sample_rate=1.0, - ) - events = capture_events() - - server = Server("test-server") - - # Set up mock request context - mock_ctx = MockRequestContext(request_id="req-mixed", transport="stdio") - request_ctx.set(mock_ctx) - - @server.call_tool() - def sync_tool(tool_name, arguments): - return {"type": "sync"} - - @server.call_tool() - async def async_tool(tool_name, arguments): - return {"type": "async"} - - with start_transaction(name="mcp tx"): - sync_result = sync_tool("sync", {}) - async_result = await async_tool("async", {}) - - assert sync_result["type"] == "sync" - assert async_result["type"] == "async" - - (tx,) = events - assert len(tx["spans"]) == 2 - - # Both should be instrumented correctly - assert all(span["op"] == OP.MCP_SERVER for span in tx["spans"]) - - def test_sse_transport_detection(sentry_init, capture_events): """Test that SSE transport is correctly detected via query parameter""" sentry_init( @@ -988,7 +1073,8 @@ def test_tool(tool_name, arguments): assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-http-456" -def test_stdio_transport_detection(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_stdio_transport_detection(sentry_init, capture_events): """Test that stdio transport is correctly detected when no HTTP request""" sentry_init( integrations=[MCPIntegration()], @@ -998,18 +1084,22 @@ def test_stdio_transport_detection(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context with stdio transport (no HTTP request) - mock_ctx = MockRequestContext(request_id="req-stdio", transport="stdio") - request_ctx.set(mock_ctx) - @server.call_tool() - def test_tool(tool_name, arguments): + async def test_tool(tool_name, arguments): return {"result": "success"} with start_transaction(name="mcp tx"): - result = test_tool("stdio_tool", {}) + result = await stdio( + server, + method="tools/call", + params={ + "name": "stdio_tool", + "arguments": {}, + }, + request_id="req-stdio", + ) - assert result == {"result": "success"} + assert result.message.root.result["structuredContent"] == {"result": "success"} (tx,) = events span = tx["spans"][0] From 09c886605c8cf79024a99ab1641745326257f3e5 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Mon, 2 Feb 2026 10:39:41 +0100 Subject: [PATCH 08/53] feat(span-streaming): Add spans to telemetry pipeline, add span name and attributes (#5399) - Add streamed spans to telemetry pipeline - Add attributes and associated API to `StreamedSpan` since they're used in the pipeline - Add span name too, to round up the basic span API Chipping away at https://github.com/getsentry/sentry-python/pull/5317 to transform it into reviewable and mergeable PRs. --- sentry_sdk/_span_batcher.py | 10 +++++++- sentry_sdk/client.py | 11 +++++++- sentry_sdk/scope.py | 51 +++++++++++++++++++++++++++---------- sentry_sdk/traces.py | 30 +++++++++++++++++++++- 4 files changed, 86 insertions(+), 16 deletions(-) diff --git a/sentry_sdk/_span_batcher.py b/sentry_sdk/_span_batcher.py index 6f3f11c2f3..38ecc8da51 100644 --- a/sentry_sdk/_span_batcher.py +++ b/sentry_sdk/_span_batcher.py @@ -70,7 +70,15 @@ def add(self, span: "StreamedSpan") -> None: @staticmethod def _to_transport_format(item: "StreamedSpan") -> "Any": # TODO[span-first] - res: "dict[str, Any]" = {} + res: "dict[str, Any]" = { + "name": item.name, + } + + if item._attributes: + res["attributes"] = { + k: serialize_attribute(v) for (k, v) in item._attributes.items() + } + return res def _flush(self) -> None: diff --git a/sentry_sdk/client.py b/sentry_sdk/client.py index c0681fa0a6..d81415ad15 100644 --- a/sentry_sdk/client.py +++ b/sentry_sdk/client.py @@ -69,6 +69,7 @@ from sentry_sdk.scope import Scope from sentry_sdk.session import Session from sentry_sdk.spotlight import SpotlightClient + from sentry_sdk.traces import StreamedSpan from sentry_sdk.transport import Transport, Item from sentry_sdk._log_batcher import LogBatcher from sentry_sdk._metrics_batcher import MetricsBatcher @@ -227,6 +228,9 @@ def _capture_log(self, log: "Log", scope: "Scope") -> None: def _capture_metric(self, metric: "Metric", scope: "Scope") -> None: pass + def _capture_span(self, span: "StreamedSpan", scope: "Scope") -> None: + pass + def capture_session(self, *args: "Any", **kwargs: "Any") -> None: return None @@ -920,7 +924,7 @@ def capture_event( def _capture_telemetry( self, - telemetry: "Optional[Union[Log, Metric]]", + telemetry: "Optional[Union[Log, Metric, StreamedSpan]]", ty: str, scope: "Scope", ) -> None: @@ -947,6 +951,8 @@ def _capture_telemetry( batcher = self.log_batcher elif ty == "metric": batcher = self.metrics_batcher # type: ignore + elif ty == "span": + batcher = self.span_batcher # type: ignore if batcher is not None: batcher.add(telemetry) # type: ignore @@ -957,6 +963,9 @@ def _capture_log(self, log: "Optional[Log]", scope: "Scope") -> None: def _capture_metric(self, metric: "Optional[Metric]", scope: "Scope") -> None: self._capture_telemetry(metric, "metric", scope) + def _capture_span(self, span: "Optional[StreamedSpan]", scope: "Scope") -> None: + self._capture_telemetry(span, "span", scope) + def capture_session( self, session: "Session", diff --git a/sentry_sdk/scope.py b/sentry_sdk/scope.py index acd82a57ef..3bc51c1af0 100644 --- a/sentry_sdk/scope.py +++ b/sentry_sdk/scope.py @@ -29,9 +29,11 @@ from sentry_sdk.tracing_utils import ( Baggage, has_tracing_enabled, + has_span_streaming_enabled, normalize_incoming_data, PropagationContext, ) +from sentry_sdk.traces import StreamedSpan from sentry_sdk.tracing import ( BAGGAGE_HEADER_NAME, SENTRY_TRACE_HEADER_NAME, @@ -1278,6 +1280,17 @@ def _capture_metric(self, metric: "Optional[Metric]") -> None: client._capture_metric(metric, scope=merged_scope) + def _capture_span(self, span: "Optional[StreamedSpan]") -> None: + if span is None: + return + + client = self.get_client() + if not has_span_streaming_enabled(client.options): + return + + merged_scope = self._merge_scopes() + client._capture_span(span, scope=merged_scope) + def capture_message( self, message: str, @@ -1522,16 +1535,25 @@ def _apply_flags_to_event( ) def _apply_scope_attributes_to_telemetry( - self, telemetry: "Union[Log, Metric]" + self, telemetry: "Union[Log, Metric, StreamedSpan]" ) -> None: + # TODO: turn Logs, Metrics into actual classes + if isinstance(telemetry, dict): + attributes = telemetry["attributes"] + else: + attributes = telemetry._attributes + for attribute, value in self._attributes.items(): - if attribute not in telemetry["attributes"]: - telemetry["attributes"][attribute] = value + if attribute not in attributes: + attributes[attribute] = value def _apply_user_attributes_to_telemetry( - self, telemetry: "Union[Log, Metric]" + self, telemetry: "Union[Log, Metric, StreamedSpan]" ) -> None: - attributes = telemetry["attributes"] + if isinstance(telemetry, dict): + attributes = telemetry["attributes"] + else: + attributes = telemetry._attributes if not should_send_default_pii() or self._user is None: return @@ -1651,16 +1673,19 @@ def apply_to_event( return event @_disable_capture - def apply_to_telemetry(self, telemetry: "Union[Log, Metric]") -> None: + def apply_to_telemetry(self, telemetry: "Union[Log, Metric, StreamedSpan]") -> None: # Attributes-based events and telemetry go through here (logs, metrics, # spansV2) - trace_context = self.get_trace_context() - trace_id = trace_context.get("trace_id") - if telemetry.get("trace_id") is None: - telemetry["trace_id"] = trace_id or "00000000-0000-0000-0000-000000000000" - span_id = trace_context.get("span_id") - if telemetry.get("span_id") is None and span_id: - telemetry["span_id"] = span_id + if not isinstance(telemetry, StreamedSpan): + trace_context = self.get_trace_context() + trace_id = trace_context.get("trace_id") + if telemetry.get("trace_id") is None: + telemetry["trace_id"] = ( + trace_id or "00000000-0000-0000-0000-000000000000" + ) + span_id = trace_context.get("span_id") + if telemetry.get("span_id") is None and span_id: + telemetry["span_id"] = span_id self._apply_scope_attributes_to_telemetry(telemetry) self._apply_user_attributes_to_telemetry(telemetry) diff --git a/sentry_sdk/traces.py b/sentry_sdk/traces.py index d2f6549e83..1c58e4a1cb 100644 --- a/sentry_sdk/traces.py +++ b/sentry_sdk/traces.py @@ -8,8 +8,11 @@ import uuid from typing import TYPE_CHECKING +from sentry_sdk.utils import format_attribute + if TYPE_CHECKING: from typing import Optional + from sentry_sdk._types import Attributes, AttributeValue class StreamedSpan: @@ -22,15 +25,40 @@ class StreamedSpan: span implementation lives in tracing.Span. """ - __slots__ = ("_trace_id",) + __slots__ = ( + "name", + "_attributes", + "_trace_id", + ) def __init__( self, *, + name: str, + attributes: "Optional[Attributes]" = None, trace_id: "Optional[str]" = None, ): + self.name: str = name + self._attributes: "Attributes" = attributes or {} + self._trace_id = trace_id + def get_attributes(self) -> "Attributes": + return self._attributes + + def set_attribute(self, key: str, value: "AttributeValue") -> None: + self._attributes[key] = format_attribute(value) + + def set_attributes(self, attributes: "Attributes") -> None: + for key, value in attributes.items(): + self.set_attribute(key, value) + + def remove_attribute(self, key: str) -> None: + try: + del self._attributes[key] + except KeyError: + pass + @property def trace_id(self) -> str: if not self._trace_id: From 0357ef0412c1d025fe46b47ff3eb44a952ec29f9 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 11:00:33 +0100 Subject: [PATCH 09/53] test(fastmcp): Simulate stdio transport with memory streams (#5333) --- tests/conftest.py | 116 ++++++++ tests/integrations/fastmcp/test_fastmcp.py | 321 ++++++++++++++------- tests/integrations/mcp/test_mcp.py | 60 +--- 3 files changed, 341 insertions(+), 156 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index dea36f8bda..f3168e4287 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -48,6 +48,22 @@ from typing import Optional from collections.abc import Iterator +try: + from anyio import create_memory_object_stream, create_task_group + from mcp.types import ( + JSONRPCMessage, + JSONRPCNotification, + JSONRPCRequest, + ) + from mcp.shared.message import SessionMessage +except ImportError: + create_memory_object_stream = None + create_task_group = None + JSONRPCMessage = None + JSONRPCNotification = None + JSONRPCRequest = None + SessionMessage = None + SENTRY_EVENT_SCHEMA = "./checkouts/data-schemas/relay/event.schema.json" @@ -592,6 +608,106 @@ def suppress_deprecation_warnings(): yield +@pytest.fixture +def get_initialization_payload(): + def inner(request_id: str): + return SessionMessage( # type: ignore + message=JSONRPCMessage( # type: ignore + root=JSONRPCRequest( # type: ignore + jsonrpc="2.0", + id=request_id, + method="initialize", + params={ + "protocolVersion": "2025-11-25", + "capabilities": {}, + "clientInfo": {"name": "test-client", "version": "1.0.0"}, + }, + ) + ) + ) + + return inner + + +@pytest.fixture +def get_initialized_notification_payload(): + def inner(): + return SessionMessage( # type: ignore + message=JSONRPCMessage( # type: ignore + root=JSONRPCNotification( # type: ignore + jsonrpc="2.0", + method="notifications/initialized", + ) + ) + ) + + return inner + + +@pytest.fixture +def get_mcp_command_payload(): + def inner(method: str, params, request_id: str): + return SessionMessage( # type: ignore + message=JSONRPCMessage( # type: ignore + root=JSONRPCRequest( # type: ignore + jsonrpc="2.0", + id=request_id, + method=method, + params=params, + ) + ) + ) + + return inner + + +@pytest.fixture +def stdio( + get_initialization_payload, + get_initialized_notification_payload, + get_mcp_command_payload, +): + async def inner(server, method: str, params, request_id: str | None = None): + if request_id is None: + request_id = "1" + + read_stream_writer, read_stream = create_memory_object_stream(0) # type: ignore + write_stream, write_stream_reader = create_memory_object_stream(0) # type: ignore + + result = {} + + async def run_server(): + await server.run( + read_stream, write_stream, server.create_initialization_options() + ) + + async def simulate_client(tg, result): + init_request = get_initialization_payload("1") + await read_stream_writer.send(init_request) + + await write_stream_reader.receive() + + initialized_notification = get_initialized_notification_payload() + await read_stream_writer.send(initialized_notification) + + request = get_mcp_command_payload( + method, params=params, request_id=request_id + ) + await read_stream_writer.send(request) + + result["response"] = await write_stream_reader.receive() + + tg.cancel_scope.cancel() + + async with create_task_group() as tg: # type: ignore + tg.start_soon(run_server) + tg.start_soon(simulate_client, tg, result) + + return result["response"] + + return inner + + class MockServerRequestHandler(BaseHTTPRequestHandler): def do_GET(self): # noqa: N802 # Process an HTTP GET request and return a response. diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index 17f49b8b40..4fb7a1b8a0 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -71,6 +71,10 @@ async def __call__(self, *args, **kwargs): GetPromptRequest = None ReadResourceRequest = None +try: + from fastmcp import __version__ as FASTMCP_VERSION +except ImportError: + FASTMCP_VERSION = None # Collect available FastMCP implementations for parametrization fastmcp_implementations = [] @@ -278,13 +282,14 @@ def __init__(self, session_id=None, transport="http"): # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -def test_fastmcp_tool_sync( - sentry_init, capture_events, FastMCP, send_default_pii, include_prompts +async def test_fastmcp_tool_sync( + sentry_init, capture_events, FastMCP, send_default_pii, include_prompts, stdio ): """Test that FastMCP synchronous tool handlers create proper spans""" sentry_init( @@ -296,11 +301,6 @@ def test_fastmcp_tool_sync( mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-123", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def add_numbers(a: int, b: int) -> dict: """Add two numbers together""" @@ -308,9 +308,20 @@ def add_numbers(a: int, b: int) -> dict: with start_transaction(name="fastmcp tx"): # Call through MCP protocol to trigger instrumentation - result = call_tool_through_mcp(mcp, "add_numbers", {"a": 10, "b": 5}) + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "add_numbers", + "arguments": {"a": 10, "b": 5}, + }, + request_id="req-123", + ) - assert result == {"result": 15, "operation": "addition"} + assert json.loads(result.message.root.result["content"][0]["text"]) == { + "result": 15, + "operation": "addition", + } (tx,) = events assert tx["type"] == "transaction" @@ -393,8 +404,9 @@ async def multiply_numbers(x: int, y: int) -> dict: assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP): +async def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP, stdio): """Test that FastMCP tool handler errors are captured properly""" sentry_init( integrations=[MCPIntegration()], @@ -404,26 +416,23 @@ def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-error", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def failing_tool(value: int) -> int: """A tool that always fails""" raise ValueError("Tool execution failed") with start_transaction(name="fastmcp tx"): - # MCP protocol may raise the error or return it as an error result - try: - result = call_tool_through_mcp(mcp, "failing_tool", {"value": 42}) - # If no exception raised, check if result indicates error - if hasattr(result, "isError"): - assert result.isError is True - except ValueError: - # Error was raised as expected - pass + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "failing_tool", + "arguments": {"value": 42}, + }, + request_id="req-error", + ) + # If no exception raised, check if result indicates error + assert result.message.root.result["isError"] is True # Should have transaction and error events assert len(events) >= 1 @@ -443,8 +452,9 @@ def failing_tool(value: int) -> int: assert tool_spans[0]["data"][SPANDATA.MCP_TOOL_RESULT_IS_ERROR] is True +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP): +async def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP, stdio): """Test that multiple FastMCP tool calls create multiple spans""" sentry_init( integrations=[MCPIntegration()], @@ -454,11 +464,6 @@ def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-multi", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def tool_one(x: int) -> int: """First tool""" @@ -475,13 +480,43 @@ def tool_three(z: int) -> int: return z - 5 with start_transaction(name="fastmcp tx"): - result1 = call_tool_through_mcp(mcp, "tool_one", {"x": 5}) - result2 = call_tool_through_mcp(mcp, "tool_two", {"y": result1["result"]}) - result3 = call_tool_through_mcp(mcp, "tool_three", {"z": result2["result"]}) + result1 = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "tool_one", + "arguments": {"x": 5}, + }, + request_id="req-multi", + ) + + result2 = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "tool_two", + "arguments": { + "y": int(result1.message.root.result["content"][0]["text"]) + }, + }, + request_id="req-multi", + ) - assert result1["result"] == 10 - assert result2["result"] == 20 - assert result3["result"] == 15 + result3 = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "tool_three", + "arguments": { + "z": int(result2.message.root.result["content"][0]["text"]) + }, + }, + request_id="req-multi", + ) + + assert result1.message.root.result["content"][0]["text"] == "10" + assert result2.message.root.result["content"][0]["text"] == "20" + assert result3.message.root.result["content"][0]["text"] == "15" (tx,) = events assert tx["type"] == "transaction" @@ -494,8 +529,11 @@ def tool_three(z: int) -> int: assert tool_spans[2]["data"][SPANDATA.MCP_TOOL_NAME] == "tool_three" +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_tool_with_complex_return(sentry_init, capture_events, FastMCP): +async def test_fastmcp_tool_with_complex_return( + sentry_init, capture_events, FastMCP, stdio +): """Test FastMCP tool with complex nested return value""" sentry_init( integrations=[MCPIntegration(include_prompts=True)], @@ -506,11 +544,6 @@ def test_fastmcp_tool_with_complex_return(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-complex", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def get_user_data(user_id: int) -> dict: """Get complex user data""" @@ -522,11 +555,22 @@ def get_user_data(user_id: int) -> dict: } with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "get_user_data", {"user_id": 123}) + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "get_user_data", + "arguments": {"user_id": 123}, + }, + request_id="req-complex", + ) - assert result["id"] == 123 - assert result["name"] == "Alice" - assert result["nested"]["preferences"]["theme"] == "dark" + assert json.loads(result.message.root.result["content"][0]["text"]) == { + "id": 123, + "name": "Alice", + "nested": {"preferences": {"theme": "dark", "notifications": True}}, + "tags": ["admin", "verified"], + } (tx,) = events assert tx["type"] == "transaction" @@ -545,13 +589,14 @@ def get_user_data(user_id: int) -> dict: # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) @pytest.mark.parametrize( "send_default_pii, include_prompts", [(True, True), (False, False)], ) -def test_fastmcp_prompt_sync( - sentry_init, capture_events, FastMCP, send_default_pii, include_prompts +async def test_fastmcp_prompt_sync( + sentry_init, capture_events, FastMCP, send_default_pii, include_prompts, stdio ): """Test that FastMCP synchronous prompt handlers create proper spans""" sentry_init( @@ -563,11 +608,6 @@ def test_fastmcp_prompt_sync( mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-prompt", transport="stdio") - request_ctx.set(mock_ctx) - # Try to register a prompt handler (may not be supported in all versions) if hasattr(mcp, "prompt"): @@ -585,16 +625,21 @@ def code_help_prompt(language: str): ] with start_transaction(name="fastmcp tx"): - try: - result = call_prompt_through_mcp( - mcp, "code_help_prompt", {"language": "python"} - ) - except AttributeError: - # Prompt handler not supported in this version - pytest.skip("Prompt handlers not supported in this FastMCP version") + result = await stdio( + mcp._mcp_server, + method="prompts/get", + params={ + "name": "code_help_prompt", + "arguments": {"language": "python"}, + }, + request_id="req-prompt", + ) - assert result.messages[0].role == "user" - assert "python" in result.messages[0].content.text.lower() + assert result.message.root.result["messages"][0]["role"] == "user" + assert ( + "python" + in result.message.root.result["messages"][0]["content"]["text"].lower() + ) (tx,) = events assert tx["type"] == "transaction" @@ -673,8 +718,9 @@ async def async_prompt(topic: str): # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP): +async def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP, stdio): """Test that FastMCP synchronous resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -684,11 +730,6 @@ def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-resource", transport="stdio") - request_ctx.set(mock_ctx) - # Try to register a resource handler try: if hasattr(mcp, "resource"): @@ -700,7 +741,14 @@ def read_file(path: str): with start_transaction(name="fastmcp tx"): try: - result = call_resource_through_mcp(mcp, "file:///test.txt") + result = await stdio( + mcp._mcp_server, + method="resources/read", + params={ + "uri": "file:///test.txt", + }, + request_id="req-resource", + ) except ValueError as e: # Older FastMCP versions may not support this URI pattern if "Unknown resource" in str(e): @@ -710,7 +758,7 @@ def read_file(path: str): raise # Resource content is returned as-is - assert "file contents" in result.contents[0].text + assert "file contents" in result.message.root.result["contents"][0]["text"] (tx,) = events assert tx["type"] == "transaction" @@ -787,8 +835,9 @@ async def read_url(resource: str): # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP): +async def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP, stdio): """Test that FastMCP span origin is set correctly""" sentry_init( integrations=[MCPIntegration()], @@ -798,18 +847,21 @@ def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-origin", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def test_tool(value: int) -> int: """Test tool for origin checking""" return value * 2 with start_transaction(name="fastmcp tx"): - call_tool_through_mcp(mcp, "test_tool", {"value": 21}) + await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "test_tool", + "arguments": {"value": 21}, + }, + request_id="req-origin", + ) (tx,) = events @@ -932,8 +984,9 @@ def http_tool(data: str) -> dict: assert span["data"].get(SPANDATA.MCP_TRANSPORT) == "http" +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP): +async def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP, stdio): """Test that FastMCP correctly detects stdio transport""" sentry_init( integrations=[MCPIntegration()], @@ -943,20 +996,25 @@ def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context with stdio transport - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-stdio", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def stdio_tool(n: int) -> dict: """Tool for stdio transport test""" return {"squared": n * n} with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "stdio_tool", {"n": 7}) + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "stdio_tool", + "arguments": {"n": 7}, + }, + request_id="req-stdio", + ) - assert result == {"squared": 49} + assert json.loads(result.message.root.result["content"][0]["text"]) == { + "squared": 49 + } (tx,) = events @@ -1000,10 +1058,11 @@ def package_specific_tool(x: int) -> int: assert tx["type"] == "transaction" +@pytest.mark.asyncio @pytest.mark.skipif( not HAS_STANDALONE_FASTMCP, reason="standalone fastmcp not installed" ) -def test_standalone_fastmcp_specific_features(sentry_init, capture_events): +async def test_standalone_fastmcp_specific_features(sentry_init, capture_events, stdio): """Test features specific to standalone fastmcp package""" sentry_init( integrations=[MCPIntegration()], @@ -1021,12 +1080,19 @@ def standalone_specific_tool(message: str) -> dict: return {"echo": message, "length": len(message)} with start_transaction(name="standalone fastmcp tx"): - result = call_tool_through_mcp( - mcp, "standalone_specific_tool", {"message": "Hello FastMCP"} + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "standalone_specific_tool", + "arguments": {"message": "Hello FastMCP"}, + }, ) - assert result["echo"] == "Hello FastMCP" - assert result["length"] == 13 + assert json.loads(result.message.root.result["content"][0]["text"]) == { + "echo": "Hello FastMCP", + "length": 13, + } (tx,) = events assert tx["type"] == "transaction" @@ -1037,8 +1103,11 @@ def standalone_specific_tool(message: str) -> dict: # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_tool_with_no_arguments(sentry_init, capture_events, FastMCP): +async def test_fastmcp_tool_with_no_arguments( + sentry_init, capture_events, FastMCP, stdio +): """Test FastMCP tool with no arguments""" sentry_init( integrations=[MCPIntegration()], @@ -1054,16 +1123,26 @@ def no_args_tool() -> str: return "success" with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "no_args_tool", {}) + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "no_args_tool", + "arguments": {}, + }, + ) - assert result["result"] == "success" + assert result.message.root.result["content"][0]["text"] == "success" (tx,) = events assert tx["type"] == "transaction" +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_tool_with_none_return(sentry_init, capture_events, FastMCP): +async def test_fastmcp_tool_with_none_return( + sentry_init, capture_events, FastMCP, stdio +): """Test FastMCP tool that returns None""" sentry_init( integrations=[MCPIntegration()], @@ -1079,18 +1158,33 @@ def none_return_tool(action: str) -> None: pass with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "none_return_tool", {"action": "log"}) + result = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "none_return_tool", + "arguments": {"action": "log"}, + }, + ) - # Helper function normalizes to {"result": value} format - assert result["result"] is None + if ( + isinstance(mcp, StandaloneFastMCP) and FASTMCP_VERSION is not None + ) or isinstance(mcp, MCPFastMCP): + assert len(result.message.root.result["content"]) == 0 + else: + assert result.message.root.result["content"] == [ + {"type": "text", "text": "None"} + ] (tx,) = events assert tx["type"] == "transaction" -@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) @pytest.mark.asyncio -async def test_fastmcp_mixed_sync_async_tools(sentry_init, capture_events, FastMCP): +@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) +async def test_fastmcp_mixed_sync_async_tools( + sentry_init, capture_events, FastMCP, stdio +): """Test mixing sync and async tools in FastMCP""" sentry_init( integrations=[MCPIntegration()], @@ -1100,11 +1194,6 @@ async def test_fastmcp_mixed_sync_async_tools(sentry_init, capture_events, FastM mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext(request_id="req-mixed", transport="stdio") - request_ctx.set(mock_ctx) - @mcp.tool() def sync_add(a: int, b: int) -> int: """Sync addition""" @@ -1117,13 +1206,27 @@ async def async_multiply(x: int, y: int) -> int: with start_transaction(name="fastmcp tx"): # Use async version for both since we're in an async context - result1 = await call_tool_through_mcp_async(mcp, "sync_add", {"a": 3, "b": 4}) - result2 = await call_tool_through_mcp_async( - mcp, "async_multiply", {"x": 5, "y": 6} + result1 = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "sync_add", + "arguments": {"a": 3, "b": 4}, + }, + request_id="req-mixed", + ) + result2 = await stdio( + mcp._mcp_server, + method="tools/call", + params={ + "name": "async_multiply", + "arguments": {"x": 5, "y": 6}, + }, + request_id="req-mixed", ) - assert result1["result"] == 7 - assert result2["result"] == 30 + assert result1.message.root.result["content"][0]["text"] == "7" + assert result2.message.root.result["content"][0]["text"] == "30" (tx,) = events assert tx["type"] == "transaction" diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index b6a09b7dc7..85f345d193 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -93,40 +93,6 @@ def get_mcp_command_payload(method: str, params, request_id: str): ) -async def stdio(server, method: str, params, request_id: str): - read_stream_writer, read_stream = anyio.create_memory_object_stream(0) - write_stream, write_stream_reader = anyio.create_memory_object_stream(0) - - result = {} - - async def run_server(): - await server.run( - read_stream, write_stream, server.create_initialization_options() - ) - - async def simulate_client(tg, result): - init_request = get_initialization_payload("1") - await read_stream_writer.send(init_request) - - await write_stream_reader.receive() - - initialized_notification = get_initialized_notification_payload() - await read_stream_writer.send(initialized_notification) - - request = get_mcp_command_payload(method, params=params, request_id=request_id) - await read_stream_writer.send(request) - - result["response"] = await write_stream_reader.receive() - - tg.cancel_scope.cancel() - - async with anyio.create_task_group() as tg: - tg.start_soon(run_server) - tg.start_soon(simulate_client, tg, result) - - return result["response"] - - @pytest.fixture(autouse=True) def reset_request_ctx(): """Reset request context before and after each test""" @@ -233,7 +199,7 @@ def test_integration_patches_server(sentry_init): [(True, True), (True, False), (False, True), (False, False)], ) async def test_tool_handler_stdio( - sentry_init, capture_events, send_default_pii, include_prompts + sentry_init, capture_events, send_default_pii, include_prompts, stdio ): """Test that synchronous tool handlers create proper spans""" sentry_init( @@ -356,7 +322,7 @@ async def test_tool_async(tool_name, arguments): @pytest.mark.asyncio -async def test_tool_handler_with_error(sentry_init, capture_events): +async def test_tool_handler_with_error(sentry_init, capture_events, stdio): """Test that tool handler errors are captured properly""" sentry_init( integrations=[MCPIntegration()], @@ -411,7 +377,7 @@ def failing_tool(tool_name, arguments): [(True, True), (True, False), (False, True), (False, False)], ) async def test_prompt_handler_stdio( - sentry_init, capture_events, send_default_pii, include_prompts + sentry_init, capture_events, send_default_pii, include_prompts, stdio ): """Test that synchronous prompt handlers create proper spans""" sentry_init( @@ -538,7 +504,7 @@ async def test_prompt_async(name, arguments): @pytest.mark.asyncio -async def test_prompt_handler_with_error(sentry_init, capture_events): +async def test_prompt_handler_with_error(sentry_init, capture_events, stdio): """Test that prompt handler errors are captured""" sentry_init( integrations=[MCPIntegration()], @@ -574,7 +540,7 @@ async def failing_prompt(name, arguments): @pytest.mark.asyncio -async def test_resource_handler_stdio(sentry_init, capture_events): +async def test_resource_handler_stdio(sentry_init, capture_events, stdio): """Test that synchronous resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -666,7 +632,7 @@ async def test_resource_async(uri): @pytest.mark.asyncio -async def test_resource_handler_with_error(sentry_init, capture_events): +async def test_resource_handler_with_error(sentry_init, capture_events, stdio): """Test that resource handler errors are captured""" sentry_init( integrations=[MCPIntegration()], @@ -704,7 +670,7 @@ def failing_resource(uri): [(True, True), (False, False)], ) async def test_tool_result_extraction_tuple( - sentry_init, capture_events, send_default_pii, include_prompts + sentry_init, capture_events, send_default_pii, include_prompts, stdio ): """Test extraction of tool results from tuple format (UnstructuredContent, StructuredContent)""" sentry_init( @@ -757,7 +723,7 @@ def test_tool_tuple(tool_name, arguments): [(True, True), (False, False)], ) async def test_tool_result_extraction_unstructured( - sentry_init, capture_events, send_default_pii, include_prompts + sentry_init, capture_events, send_default_pii, include_prompts, stdio ): """Test extraction of tool results from UnstructuredContent (list of content blocks)""" sentry_init( @@ -801,7 +767,7 @@ def test_tool_unstructured(tool_name, arguments): @pytest.mark.asyncio -async def test_span_origin(sentry_init, capture_events): +async def test_span_origin(sentry_init, capture_events, stdio): """Test that span origin is set correctly""" sentry_init( integrations=[MCPIntegration()], @@ -833,7 +799,7 @@ def test_tool(tool_name, arguments): @pytest.mark.asyncio -async def test_multiple_handlers(sentry_init, capture_events): +async def test_multiple_handlers(sentry_init, capture_events, stdio): """Test that multiple handler calls create multiple spans""" sentry_init( integrations=[MCPIntegration()], @@ -913,7 +879,7 @@ def prompt1(name, arguments): [(True, True), (False, False)], ) async def test_prompt_with_dict_result( - sentry_init, capture_events, send_default_pii, include_prompts + sentry_init, capture_events, send_default_pii, include_prompts, stdio ): """Test prompt handler with dict result instead of GetPromptResult object""" sentry_init( @@ -964,7 +930,7 @@ def test_prompt_dict(name, arguments): @pytest.mark.asyncio -async def test_tool_with_complex_arguments(sentry_init, capture_events): +async def test_tool_with_complex_arguments(sentry_init, capture_events, stdio): """Test tool handler with complex nested arguments""" sentry_init( integrations=[MCPIntegration()], @@ -1074,7 +1040,7 @@ def test_tool(tool_name, arguments): @pytest.mark.asyncio -async def test_stdio_transport_detection(sentry_init, capture_events): +async def test_stdio_transport_detection(sentry_init, capture_events, stdio): """Test that stdio transport is correctly detected when no HTTP request""" sentry_init( integrations=[MCPIntegration()], From 0c38bd5becc3dd2cd838d05c296fe05bf270832f Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 11:21:22 +0100 Subject: [PATCH 10/53] test(mcp): Remove unused stdio helpers (#5409) --- tests/integrations/mcp/test_mcp.py | 45 ------------------------------ 1 file changed, 45 deletions(-) diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 85f345d193..37f362b080 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -32,15 +32,11 @@ async def __call__(self, *args, **kwargs): from mcp.server.lowlevel import Server from mcp.server.lowlevel.server import request_ctx from mcp.types import ( - JSONRPCMessage, - JSONRPCNotification, - JSONRPCRequest, GetPromptResult, PromptMessage, TextContent, ) from mcp.server.lowlevel.helper_types import ReadResourceContents -from mcp.shared.message import SessionMessage try: from mcp.server.lowlevel.server import request_ctx @@ -52,47 +48,6 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.integrations.mcp import MCPIntegration -def get_initialization_payload(request_id: str): - return SessionMessage( - message=JSONRPCMessage( - root=JSONRPCRequest( - jsonrpc="2.0", - id=request_id, - method="initialize", - params={ - "protocolVersion": "2025-11-25", - "capabilities": {}, - "clientInfo": {"name": "test-client", "version": "1.0.0"}, - }, - ) - ) - ) - - -def get_initialized_notification_payload(): - return SessionMessage( - message=JSONRPCMessage( - root=JSONRPCNotification( - jsonrpc="2.0", - method="notifications/initialized", - ) - ) - ) - - -def get_mcp_command_payload(method: str, params, request_id: str): - return SessionMessage( - message=JSONRPCMessage( - root=JSONRPCRequest( - jsonrpc="2.0", - id=request_id, - method=method, - params=params, - ) - ) - ) - - @pytest.fixture(autouse=True) def reset_request_ctx(): """Reset request context before and after each test""" From 54207a289ef375f22a53fabcecde8a8f56ee2c55 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 11:34:10 +0100 Subject: [PATCH 11/53] test(mcp): Use `TestClient` for Streamable HTTP (#5383) Stop mocking transport layer of the `mcp` package in tests. Convert functions annotated with `@mcp.call_tool`, and analogous resource and prompt decorators, to async if, and only if, an exception is raised when going through the transport layer. --- tests/integrations/mcp/test_mcp.py | 357 ++++++++++++++++++++--------- 1 file changed, 244 insertions(+), 113 deletions(-) diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 37f362b080..2f967f9f34 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -31,11 +31,7 @@ async def __call__(self, *args, **kwargs): from mcp.server.lowlevel import Server from mcp.server.lowlevel.server import request_ctx -from mcp.types import ( - GetPromptResult, - PromptMessage, - TextContent, -) +from mcp.types import GetPromptResult, PromptMessage, TextContent from mcp.server.lowlevel.helper_types import ReadResourceContents try: @@ -47,6 +43,76 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.consts import SPANDATA, OP from sentry_sdk.integrations.mcp import MCPIntegration +from mcp.server.streamable_http_manager import StreamableHTTPSessionManager +from starlette.routing import Mount +from starlette.applications import Starlette +from starlette.testclient import TestClient + + +def json_rpc(app, method: str, params, request_id: str): + with TestClient(app) as client: + init_response = client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + }, + json={ + "jsonrpc": "2.0", + "method": "initialize", + "params": { + "clientInfo": {"name": "test-client", "version": "1.0"}, + "protocolVersion": "2025-11-25", + "capabilities": {}, + }, + "id": request_id, + }, + ) + + session_id = init_response.headers["mcp-session-id"] + + # Notification response is mandatory. + # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle + client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + "mcp-session-id": session_id, + }, + json={ + "jsonrpc": "2.0", + "method": "notifications/initialized", + "params": {}, + }, + ) + + response = client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + "mcp-session-id": session_id, + }, + json={ + "jsonrpc": "2.0", + "method": method, + "params": params, + "id": request_id, + }, + ) + + return session_id, response + + +def select_mcp_transactions(events): + return [ + event + for event in events + if event["type"] == "transaction" + and event["contexts"]["trace"]["op"] == "mcp.server" + ] + @pytest.fixture(autouse=True) def reset_request_ctx(): @@ -67,19 +133,6 @@ def reset_request_ctx(): pass -# Mock MCP types and structures -class MockURI: - """Mock URI object for resource testing""" - - def __init__(self, uri_string): - self.scheme = uri_string.split("://")[0] if "://" in uri_string else "" - self.path = uri_string.split("://")[1] if "://" in uri_string else uri_string - self._uri_string = uri_string - - def __str__(self): - return self._uri_string - - class MockRequestContext: """Mock MCP request context""" @@ -115,21 +168,6 @@ def __init__(self, text): self.text = text -class MockPromptMessage: - """Mock PromptMessage object""" - - def __init__(self, role, content_text): - self.role = role - self.content = MockTextContent(content_text) - - -class MockGetPromptResult: - """Mock GetPromptResult object""" - - def __init__(self, messages): - self.messages = messages - - def test_integration_patches_server(sentry_init): """Test that MCPIntegration patches the Server class""" # Get original methods before integration @@ -222,7 +260,7 @@ async def test_tool(tool_name, arguments): "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -async def test_tool_handler_async( +async def test_tool_handler_streamble_http( sentry_init, capture_events, send_default_pii, include_prompts ): """Test that async tool handlers create proper spans""" @@ -235,45 +273,71 @@ async def test_tool_handler_async( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext( - request_id="req-456", session_id="session-789", transport="http" + session_manager = StreamableHTTPSessionManager( + app=server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), ) - request_ctx.set(mock_ctx) @server.call_tool() async def test_tool_async(tool_name, arguments): - return {"status": "completed"} - - with start_transaction(name="mcp tx"): - result = await test_tool_async("process", {"data": "test"}) + return [ + TextContent( + type="text", + text=json.dumps({"status": "completed"}), + ) + ] - assert result == {"status": "completed"} + session_id, result = json_rpc( + app, + method="tools/call", + params={ + "name": "process", + "arguments": { + "data": "test", + }, + }, + request_id="req-456", + ) + assert result.json()["result"]["content"][0]["text"] == json.dumps( + {"status": "completed"} + ) - (tx,) = events + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] assert tx["type"] == "transaction" - assert len(tx["spans"]) == 1 - span = tx["spans"][0] - assert span["op"] == OP.MCP_SERVER - assert span["description"] == "tools/call process" - assert span["origin"] == "auto.ai.mcp" + assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER + assert tx["transaction"] == "tools/call process" + assert tx["contexts"]["trace"]["origin"] == "auto.ai.mcp" # Check span data - assert span["data"][SPANDATA.MCP_TOOL_NAME] == "process" - assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" - assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" - assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-789" - assert span["data"]["mcp.request.argument.data"] == '"test"' + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TOOL_NAME] == "process" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id + assert tx["contexts"]["trace"]["data"]["mcp.request.argument.data"] == '"test"' # Check PII-sensitive data if send_default_pii and include_prompts: - assert span["data"][SPANDATA.MCP_TOOL_RESULT_CONTENT] == json.dumps( - {"status": "completed"} + # TODO: Investigate why tool result is double-serialized. + assert tx["contexts"]["trace"]["data"][ + SPANDATA.MCP_TOOL_RESULT_CONTENT + ] == json.dumps( + json.dumps( + {"status": "completed"}, + ) ) else: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in tx["contexts"]["trace"]["data"] @pytest.mark.asyncio @@ -410,7 +474,7 @@ async def test_prompt(name, arguments): "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -async def test_prompt_handler_async( +async def test_prompt_handler_streamble_http( sentry_init, capture_events, send_default_pii, include_prompts ): """Test that async prompt handlers create proper spans""" @@ -423,39 +487,66 @@ async def test_prompt_handler_async( server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext( - request_id="req-async-prompt", session_id="session-abc", transport="http" + session_manager = StreamableHTTPSessionManager( + app=server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), ) - request_ctx.set(mock_ctx) @server.get_prompt() async def test_prompt_async(name, arguments): - return MockGetPromptResult( - [ - MockPromptMessage("system", "You are a helpful assistant"), - MockPromptMessage("user", "What is MCP?"), - ] + return GetPromptResult( + description="A helpful test prompt", + messages=[ + PromptMessage( + role="user", + content=TextContent( + type="text", text="You are a helpful assistant" + ), + ), + PromptMessage( + role="user", content=TextContent(type="text", text="What is MCP?") + ), + ], ) - with start_transaction(name="mcp tx"): - result = await test_prompt_async("mcp_info", {}) - - assert len(result.messages) == 2 + _, result = json_rpc( + app, + method="prompts/get", + params={ + "name": "mcp_info", + "arguments": {}, + }, + request_id="req-async-prompt", + ) + assert len(result.json()["result"]["messages"]) == 2 - (tx,) = events + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] assert tx["type"] == "transaction" - assert len(tx["spans"]) == 1 - span = tx["spans"][0] - assert span["op"] == OP.MCP_SERVER - assert span["description"] == "prompts/get mcp_info" + assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER + assert tx["transaction"] == "prompts/get mcp_info" # For multi-message prompts, count is always captured - assert span["data"][SPANDATA.MCP_PROMPT_RESULT_MESSAGE_COUNT] == 2 + assert ( + tx["contexts"]["trace"]["data"][SPANDATA.MCP_PROMPT_RESULT_MESSAGE_COUNT] == 2 + ) # Role/content are never captured for multi-message prompts (even with PII) - assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_ROLE not in span["data"] - assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT not in span["data"] + assert ( + SPANDATA.MCP_PROMPT_RESULT_MESSAGE_ROLE not in tx["contexts"]["trace"]["data"] + ) + assert ( + SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT + not in tx["contexts"]["trace"]["data"] + ) @pytest.mark.asyncio @@ -547,7 +638,7 @@ async def test_resource(uri): @pytest.mark.asyncio -async def test_resource_handler_async(sentry_init, capture_events): +async def test_resource_handler_streamble_http(sentry_init, capture_events): """Test that async resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -557,33 +648,53 @@ async def test_resource_handler_async(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context - mock_ctx = MockRequestContext( - request_id="req-async-resource", session_id="session-res", transport="http" + session_manager = StreamableHTTPSessionManager( + app=server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), ) - request_ctx.set(mock_ctx) @server.read_resource() async def test_resource_async(uri): - return {"data": "resource data"} + return [ + ReadResourceContents( + content=json.dumps({"data": "resource data"}), mime_type="text/plain" + ) + ] - with start_transaction(name="mcp tx"): - uri = MockURI("https://example.com/resource") - result = await test_resource_async(uri) + session_id, result = json_rpc( + app, + method="resources/read", + params={ + "uri": "https://example.com/resource", + }, + request_id="req-async-resource", + ) - assert result["data"] == "resource data" + assert result.json()["result"]["contents"][0]["text"] == json.dumps( + {"data": "resource data"} + ) - (tx,) = events + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] assert tx["type"] == "transaction" - assert len(tx["spans"]) == 1 - span = tx["spans"][0] - assert span["op"] == OP.MCP_SERVER - assert span["description"] == "resources/read https://example.com/resource" + assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER + assert tx["transaction"] == "resources/read https://example.com/resource" - assert span["data"][SPANDATA.MCP_RESOURCE_URI] == "https://example.com/resource" - assert span["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" - assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-res" + assert ( + tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_URI] + == "https://example.com/resource" + ) + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id @pytest.mark.asyncio @@ -970,28 +1081,48 @@ def test_streamable_http_transport_detection(sentry_init, capture_events): server = Server("test-server") - # Set up mock request context with StreamableHTTP transport - mock_ctx = MockRequestContext( - request_id="req-http", session_id="session-http-456", transport="http" + session_manager = StreamableHTTPSessionManager( + app=server, + json_response=True, ) - request_ctx.set(mock_ctx) - @server.call_tool() - def test_tool(tool_name, arguments): - return {"result": "success"} + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), + ) - with start_transaction(name="mcp tx"): - result = test_tool("http_tool", {}) + @server.call_tool() + async def test_tool(tool_name, arguments): + return [ + TextContent( + type="text", + text=json.dumps({"status": "success"}), + ) + ] - assert result == {"result": "success"} + session_id, result = json_rpc( + app, + method="tools/call", + params={ + "name": "http_tool", + "arguments": {}, + }, + request_id="req-http", + ) + assert result.json()["result"]["content"][0]["text"] == json.dumps( + {"status": "success"} + ) - (tx,) = events - span = tx["spans"][0] + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] # Check that HTTP transport is detected - assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert span["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp" - assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-http-456" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert tx["contexts"]["trace"]["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id @pytest.mark.asyncio From 2a4a289a7ff4e8a2310de0ee5fe1ddf6d1fd89cb Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 11:58:31 +0100 Subject: [PATCH 12/53] test(fastmcp): Use `TestClient` for Streamable HTTP (#5384) --- tests/conftest.py | 79 +++++++ tests/integrations/fastmcp/test_fastmcp.py | 246 +++++++++++++-------- tests/integrations/mcp/test_mcp.py | 98 +++----- 3 files changed, 261 insertions(+), 162 deletions(-) diff --git a/tests/conftest.py b/tests/conftest.py index f3168e4287..66bb985fc9 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -16,6 +16,12 @@ from werkzeug.wrappers import Request, Response import jsonschema +try: + from starlette.testclient import TestClient + # Catch RuntimeError to prevent the following exception in aws_lambda tests. + # RuntimeError: The starlette.testclient module requires the httpx package to be installed. +except (ImportError, RuntimeError): + TestClient = None try: import gevent @@ -708,6 +714,79 @@ async def simulate_client(tg, result): return inner +@pytest.fixture() +def json_rpc(): + def inner(app, method: str, params, request_id: str): + with TestClient(app) as client: # type: ignore + init_response = client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + }, + json={ + "jsonrpc": "2.0", + "method": "initialize", + "params": { + "clientInfo": {"name": "test-client", "version": "1.0"}, + "protocolVersion": "2025-11-25", + "capabilities": {}, + }, + "id": request_id, + }, + ) + + session_id = init_response.headers["mcp-session-id"] + + # Notification response is mandatory. + # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle + client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + "mcp-session-id": session_id, + }, + json={ + "jsonrpc": "2.0", + "method": "notifications/initialized", + "params": {}, + }, + ) + + response = client.post( + "/mcp/", + headers={ + "Accept": "application/json, text/event-stream", + "Content-Type": "application/json", + "mcp-session-id": session_id, + }, + json={ + "jsonrpc": "2.0", + "method": method, + "params": params, + "id": request_id, + }, + ) + + return session_id, response + + return inner + + +@pytest.fixture() +def select_mcp_transactions(): + def inner(events): + return [ + event + for event in events + if event["type"] == "transaction" + and event["contexts"]["trace"]["op"] == "mcp.server" + ] + + return inner + + class MockServerRequestHandler(BaseHTTPRequestHandler): def do_GET(self): # noqa: N802 # Process an HTTP GET request and return a response. diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index 4fb7a1b8a0..d89021020f 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -39,6 +39,11 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.consts import SPANDATA, OP from sentry_sdk.integrations.mcp import MCPIntegration +from mcp.server.streamable_http_manager import StreamableHTTPSessionManager + +from starlette.routing import Mount +from starlette.applications import Starlette + # Try to import both FastMCP implementations try: from mcp.server.fastmcp import FastMCP as MCPFastMCP @@ -351,7 +356,13 @@ def add_numbers(a: int, b: int) -> dict: [(True, True), (True, False), (False, True), (False, False)], ) async def test_fastmcp_tool_async( - sentry_init, capture_events, FastMCP, send_default_pii, include_prompts + sentry_init, + capture_events, + FastMCP, + send_default_pii, + include_prompts, + json_rpc, + select_mcp_transactions, ): """Test that FastMCP async tool handlers create proper spans""" sentry_init( @@ -363,45 +374,56 @@ async def test_fastmcp_tool_async( mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext( - request_id="req-456", session_id="session-789", transport="http" - ) - request_ctx.set(mock_ctx) + session_manager = StreamableHTTPSessionManager( + app=mcp._mcp_server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), + ) @mcp.tool() async def multiply_numbers(x: int, y: int) -> dict: """Multiply two numbers together""" return {"result": x * y, "operation": "multiplication"} - with start_transaction(name="fastmcp tx"): - result = await call_tool_through_mcp_async( - mcp, "multiply_numbers", {"x": 7, "y": 6} - ) + session_id, result = json_rpc( + app, + method="tools/call", + params={ + "name": "multiply_numbers", + "arguments": {"x": 7, "y": 6}, + }, + request_id="req-456", + ) - assert result == {"result": 42, "operation": "multiplication"} + assert json.loads(result.json()["result"]["content"][0]["text"]) == { + "result": 42, + "operation": "multiplication", + } - (tx,) = events - assert tx["type"] == "transaction" - assert len(tx["spans"]) == 1 + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] - # Verify span structure - span = tx["spans"][0] - assert span["op"] == OP.MCP_SERVER - assert span["origin"] == "auto.ai.mcp" - assert span["description"] == "tools/call multiply_numbers" - assert span["data"][SPANDATA.MCP_TOOL_NAME] == "multiply_numbers" - assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" - assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" - assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-789" + assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER + assert tx["contexts"]["trace"]["origin"] == "auto.ai.mcp" + assert tx["transaction"] == "tools/call multiply_numbers" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TOOL_NAME] == "multiply_numbers" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" + assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id # Check PII-sensitive data if send_default_pii and include_prompts: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT in span["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT in tx["contexts"]["trace"]["data"] else: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in tx["contexts"]["trace"]["data"] @pytest.mark.asyncio @@ -661,7 +683,13 @@ def code_help_prompt(language: str): @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) @pytest.mark.asyncio -async def test_fastmcp_prompt_async(sentry_init, capture_events, FastMCP): +async def test_fastmcp_prompt_async( + sentry_init, + capture_events, + FastMCP, + json_rpc, + select_mcp_transactions, +): """Test that FastMCP async prompt handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -671,12 +699,17 @@ async def test_fastmcp_prompt_async(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext( - request_id="req-async-prompt", session_id="session-abc", transport="http" - ) - request_ctx.set(mock_ctx) + session_manager = StreamableHTTPSessionManager( + app=mcp._mcp_server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), + ) # Try to register an async prompt handler if hasattr(mcp, "prompt"): @@ -698,19 +731,20 @@ async def async_prompt(topic: str): }, ] - with start_transaction(name="fastmcp tx"): - try: - result = await call_prompt_through_mcp_async( - mcp, "async_prompt", {"topic": "MCP"} - ) - except AttributeError: - # Prompt handler not supported in this version - pytest.skip("Prompt handlers not supported in this FastMCP version") + _, result = json_rpc( + app, + method="prompts/get", + params={ + "name": "async_prompt", + "arguments": {"topic": "MCP"}, + }, + request_id="req-async-prompt", + ) - assert len(result.messages) == 2 + assert len(result.json()["result"]["messages"]) == 2 - (tx,) = events - assert tx["type"] == "transaction" + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 # ============================================================================= @@ -777,7 +811,13 @@ def read_file(path: str): @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) @pytest.mark.asyncio -async def test_fastmcp_resource_async(sentry_init, capture_events, FastMCP): +async def test_fastmcp_resource_async( + sentry_init, + capture_events, + FastMCP, + json_rpc, + select_mcp_transactions, +): """Test that FastMCP async resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -787,12 +827,17 @@ async def test_fastmcp_resource_async(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context - if request_ctx is not None: - mock_ctx = MockRequestContext( - request_id="req-async-resource", session_id="session-res", transport="http" - ) - request_ctx.set(mock_ctx) + session_manager = StreamableHTTPSessionManager( + app=mcp._mcp_server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), + ) # Try to register an async resource handler try: @@ -803,28 +848,31 @@ async def read_url(resource: str): """Read a URL resource""" return "resource data" - with start_transaction(name="fastmcp tx"): - try: - result = await call_resource_through_mcp_async( - mcp, "https://example.com/resource" - ) - except ValueError as e: - # Older FastMCP versions may not support this URI pattern - if "Unknown resource" in str(e): - pytest.skip( - f"Resource URI not supported in this FastMCP version: {e}" - ) - raise - - assert "resource data" in result.contents[0].text - - (tx,) = events - assert tx["type"] == "transaction" - - # Verify span was created - resource_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER] - assert len(resource_spans) == 1 - assert resource_spans[0]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" + _, result = json_rpc( + app, + method="resources/read", + params={ + "uri": "https://example.com/resource", + }, + request_id="req-async-resource", + ) + # Older FastMCP versions may not support this URI pattern + if ( + "error" in result.json() + and "Unknown resource" in result.json()["error"]["message"] + ): + pytest.skip("Resource URI not supported in this FastMCP version.") + return + + assert "resource data" in result.json()["result"]["contents"][0]["text"] + + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] + assert ( + tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] + == "https" + ) except (AttributeError, TypeError): # Resource handler not supported in this version pytest.skip("Resource handlers not supported in this FastMCP version") @@ -947,7 +995,13 @@ def sse_tool(value: str) -> dict: @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_http_transport(sentry_init, capture_events, FastMCP): +def test_fastmcp_http_transport( + sentry_init, + capture_events, + FastMCP, + json_rpc, + select_mcp_transactions, +): """Test that FastMCP correctly detects HTTP transport""" sentry_init( integrations=[MCPIntegration()], @@ -957,31 +1011,43 @@ def test_fastmcp_http_transport(sentry_init, capture_events, FastMCP): mcp = FastMCP("Test Server") - # Set up mock request context with HTTP transport - if request_ctx is not None: - mock_ctx = MockRequestContext( - request_id="req-http", session_id="session-http-456", transport="http" - ) - request_ctx.set(mock_ctx) + session_manager = StreamableHTTPSessionManager( + app=mcp._mcp_server, + json_response=True, + ) + + app = Starlette( + routes=[ + Mount("/mcp", app=session_manager.handle_request), + ], + lifespan=lambda app: session_manager.run(), + ) @mcp.tool() def http_tool(data: str) -> dict: """Tool for HTTP transport test""" return {"processed": data.upper()} - with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "http_tool", {"data": "test"}) + _, result = json_rpc( + app, + method="tools/call", + params={ + "name": "http_tool", + "arguments": {"data": "test"}, + }, + request_id="req-http", + ) - assert result == {"processed": "TEST"} + assert json.loads(result.json()["result"]["content"][0]["text"]) == { + "processed": "TEST" + } - (tx,) = events + transactions = select_mcp_transactions(events) + assert len(transactions) == 1 + tx = transactions[0] - # Find MCP spans - mcp_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER] - assert len(mcp_spans) >= 1 - span = mcp_spans[0] # Check that HTTP transport is detected - assert span["data"].get(SPANDATA.MCP_TRANSPORT) == "http" + assert tx["contexts"]["trace"]["data"].get(SPANDATA.MCP_TRANSPORT) == "http" @pytest.mark.asyncio diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 2f967f9f34..ed1d1dbc2f 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -46,72 +46,6 @@ async def __call__(self, *args, **kwargs): from mcp.server.streamable_http_manager import StreamableHTTPSessionManager from starlette.routing import Mount from starlette.applications import Starlette -from starlette.testclient import TestClient - - -def json_rpc(app, method: str, params, request_id: str): - with TestClient(app) as client: - init_response = client.post( - "/mcp/", - headers={ - "Accept": "application/json, text/event-stream", - "Content-Type": "application/json", - }, - json={ - "jsonrpc": "2.0", - "method": "initialize", - "params": { - "clientInfo": {"name": "test-client", "version": "1.0"}, - "protocolVersion": "2025-11-25", - "capabilities": {}, - }, - "id": request_id, - }, - ) - - session_id = init_response.headers["mcp-session-id"] - - # Notification response is mandatory. - # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle - client.post( - "/mcp/", - headers={ - "Accept": "application/json, text/event-stream", - "Content-Type": "application/json", - "mcp-session-id": session_id, - }, - json={ - "jsonrpc": "2.0", - "method": "notifications/initialized", - "params": {}, - }, - ) - - response = client.post( - "/mcp/", - headers={ - "Accept": "application/json, text/event-stream", - "Content-Type": "application/json", - "mcp-session-id": session_id, - }, - json={ - "jsonrpc": "2.0", - "method": method, - "params": params, - "id": request_id, - }, - ) - - return session_id, response - - -def select_mcp_transactions(events): - return [ - event - for event in events - if event["type"] == "transaction" - and event["contexts"]["trace"]["op"] == "mcp.server" - ] @pytest.fixture(autouse=True) @@ -260,8 +194,13 @@ async def test_tool(tool_name, arguments): "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -async def test_tool_handler_streamble_http( - sentry_init, capture_events, send_default_pii, include_prompts +async def test_tool_handler_streamable_http( + sentry_init, + capture_events, + send_default_pii, + include_prompts, + json_rpc, + select_mcp_transactions, ): """Test that async tool handlers create proper spans""" sentry_init( @@ -474,8 +413,13 @@ async def test_prompt(name, arguments): "send_default_pii, include_prompts", [(True, True), (True, False), (False, True), (False, False)], ) -async def test_prompt_handler_streamble_http( - sentry_init, capture_events, send_default_pii, include_prompts +async def test_prompt_handler_streamable_http( + sentry_init, + capture_events, + send_default_pii, + include_prompts, + json_rpc, + select_mcp_transactions, ): """Test that async prompt handlers create proper spans""" sentry_init( @@ -638,7 +582,12 @@ async def test_resource(uri): @pytest.mark.asyncio -async def test_resource_handler_streamble_http(sentry_init, capture_events): +async def test_resource_handler_streamble_http( + sentry_init, + capture_events, + json_rpc, + select_mcp_transactions, +): """Test that async resource handlers create proper spans""" sentry_init( integrations=[MCPIntegration()], @@ -1071,7 +1020,12 @@ def test_tool(tool_name, arguments): assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-sse-123" -def test_streamable_http_transport_detection(sentry_init, capture_events): +def test_streamable_http_transport_detection( + sentry_init, + capture_events, + json_rpc, + select_mcp_transactions, +): """Test that StreamableHTTP transport is correctly detected via header""" sentry_init( integrations=[MCPIntegration()], From 33cb268baac35161fbc0355505a0808274df9448 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Mon, 2 Feb 2026 12:01:28 +0100 Subject: [PATCH 13/53] fix(span-streaming): Warn about thread usage if any batcher is active (#5408) --- sentry_sdk/client.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/sentry_sdk/client.py b/sentry_sdk/client.py index d81415ad15..f540a49f35 100644 --- a/sentry_sdk/client.py +++ b/sentry_sdk/client.py @@ -471,6 +471,8 @@ def _record_lost_event( if ( self.monitor or self.log_batcher + or self.metrics_batcher + or self.span_batcher or has_profiling_enabled(self.options) or isinstance(self.transport, BaseHttpTransport) ): From b3e9c10bd205a4b7d177709951c445b3474539f7 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Mon, 2 Feb 2026 12:01:52 +0100 Subject: [PATCH 14/53] fix(span-streaming): Always preserialize attributes (#5407) We were not preserializing attributes set directly on span creation. --- sentry_sdk/traces.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/sentry_sdk/traces.py b/sentry_sdk/traces.py index 1c58e4a1cb..a63a9bebb0 100644 --- a/sentry_sdk/traces.py +++ b/sentry_sdk/traces.py @@ -39,7 +39,10 @@ def __init__( trace_id: "Optional[str]" = None, ): self.name: str = name - self._attributes: "Attributes" = attributes or {} + self._attributes: "Attributes" = {} + if attributes: + for attribute, value in attributes.items(): + self.set_attribute(attribute, value) self._trace_id = trace_id From 6a24fc9dc0fd50292e16e1e24264ea25bc2fa528 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 13:17:18 +0100 Subject: [PATCH 15/53] test(mcp): Use `AsyncClient` for SSE (#5396) Stop mocking transport layer of the `mcp` package in tests. --- .../mcp/streaming_asgi_transport.py | 83 ++++++++ tests/integrations/mcp/test_mcp.py | 186 ++++++++++++++---- 2 files changed, 231 insertions(+), 38 deletions(-) create mode 100644 tests/integrations/mcp/streaming_asgi_transport.py diff --git a/tests/integrations/mcp/streaming_asgi_transport.py b/tests/integrations/mcp/streaming_asgi_transport.py new file mode 100644 index 0000000000..681a5bc96e --- /dev/null +++ b/tests/integrations/mcp/streaming_asgi_transport.py @@ -0,0 +1,83 @@ +import asyncio +from httpx import ASGITransport, Request, Response, AsyncByteStream +import anyio + +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + from typing import Any, Callable, MutableMapping + + +class StreamingASGITransport(ASGITransport): + """ + Simple transport whose only purpose is to keep GET request alive in SSE connections, allowing + tests involving SSE interactions to run in-process. + """ + + def __init__( + self, + app: "Callable", + keep_sse_alive: "asyncio.Event", + ) -> None: + self.keep_sse_alive = keep_sse_alive + super().__init__(app) + + async def handle_async_request(self, request: "Request") -> "Response": + scope = { + "type": "http", + "method": request.method, + "headers": [(k.lower(), v) for (k, v) in request.headers.raw], + "path": request.url.path, + "query_string": request.url.query, + } + + is_streaming_sse = scope["method"] == "GET" and scope["path"] == "/sse" + if not is_streaming_sse: + return await super().handle_async_request(request) + + request_body = b"" + if request.content: + request_body = await request.aread() + + body_sender, body_receiver = anyio.create_memory_object_stream[bytes](0) + + async def receive() -> "dict[str, Any]": + if self.keep_sse_alive.is_set(): + return {"type": "http.disconnect"} + + await self.keep_sse_alive.wait() # Keep alive :) + return {"type": "http.request", "body": request_body, "more_body": False} + + async def send(message: "MutableMapping[str, Any]") -> None: + if message["type"] == "http.response.body": + body = message.get("body", b"") + more_body = message.get("more_body", False) + + if body == b"" and not more_body: + return + + if body: + await body_sender.send(body) + + if not more_body: + await body_sender.aclose() + + async def run_app(): + await self.app(scope, receive, send) + + class StreamingBodyStream(AsyncByteStream): + def __init__(self, receiver): + self.receiver = receiver + + async def __aiter__(self): + try: + async for chunk in self.receiver: + yield chunk + except anyio.EndOfStream: + pass + + stream = StreamingBodyStream(body_receiver) + response = Response(status_code=200, headers=[], stream=stream) + + asyncio.create_task(run_app()) + return response diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index ed1d1dbc2f..54c6ab82f8 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -15,7 +15,12 @@ that the integration properly instruments MCP handlers with Sentry spans. """ +from urllib.parse import urlparse, parse_qs import anyio +import asyncio +import httpx +from .streaming_asgi_transport import StreamingASGITransport + import pytest import json from unittest import mock @@ -43,9 +48,11 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.consts import SPANDATA, OP from sentry_sdk.integrations.mcp import MCPIntegration +from mcp.server.sse import SseServerTransport from mcp.server.streamable_http_manager import StreamableHTTPSessionManager -from starlette.routing import Mount +from starlette.routing import Mount, Route from starlette.applications import Starlette +from starlette.responses import Response @pytest.fixture(autouse=True) @@ -67,39 +74,103 @@ def reset_request_ctx(): pass -class MockRequestContext: - """Mock MCP request context""" - - def __init__(self, request_id=None, session_id=None, transport="stdio"): - self.request_id = request_id - if transport in ("http", "sse"): - self.request = MockHTTPRequest(session_id, transport) - else: - self.request = None +class MockTextContent: + """Mock TextContent object""" + def __init__(self, text): + self.text = text -class MockHTTPRequest: - """Mock HTTP request for SSE/StreamableHTTP transport""" - def __init__(self, session_id=None, transport="http"): - self.headers = {} - self.query_params = {} +async def json_rpc_sse( + app, method: str, params, request_id: str, keep_sse_alive: "asyncio.Event" +): + context = {} + + stream_complete = asyncio.Event() + endpoint_parsed = asyncio.Event() + + # https://github.com/Kludex/starlette/issues/104#issuecomment-729087925 + async with httpx.AsyncClient( + transport=StreamingASGITransport(app=app, keep_sse_alive=keep_sse_alive), + base_url="http://test", + ) as client: + + async def parse_stream(): + async with client.stream("GET", "/sse") as stream: + # Read directly from stream.stream instead of aiter_bytes() + async for chunk in stream.stream: + if b"event: endpoint" in chunk: + sse_text = chunk.decode("utf-8") + url = sse_text.split("data: ")[1] + + parsed = urlparse(url) + query_params = parse_qs(parsed.query) + context["session_id"] = query_params["session_id"][0] + endpoint_parsed.set() + continue + + if b"event: message" in chunk and b"structuredContent" in chunk: + sse_text = chunk.decode("utf-8") + + json_str = sse_text.split("data: ")[1] + context["response"] = json.loads(json_str) + break + + stream_complete.set() + + task = asyncio.create_task(parse_stream()) + await endpoint_parsed.wait() + + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + }, + json={ + "jsonrpc": "2.0", + "method": "initialize", + "params": { + "clientInfo": {"name": "test-client", "version": "1.0"}, + "protocolVersion": "2025-11-25", + "capabilities": {}, + }, + "id": request_id, + }, + ) - if transport == "sse": - # SSE transport uses query parameter - if session_id: - self.query_params["session_id"] = session_id - else: - # StreamableHTTP transport uses header - if session_id: - self.headers["mcp-session-id"] = session_id + # Notification response is mandatory. + # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + "mcp-session-id": context["session_id"], + }, + json={ + "jsonrpc": "2.0", + "method": "notifications/initialized", + "params": {}, + }, + ) + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + "mcp-session-id": context["session_id"], + }, + json={ + "jsonrpc": "2.0", + "method": method, + "params": params, + "id": request_id, + }, + ) -class MockTextContent: - """Mock TextContent object""" + await stream_complete.wait() + keep_sse_alive.set() - def __init__(self, text): - self.text = text + return task, context["session_id"], context["response"] def test_integration_patches_server(sentry_init): @@ -986,7 +1057,8 @@ def test_tool_complex(tool_name, arguments): assert span["data"]["mcp.request.argument.number"] == "42" -def test_sse_transport_detection(sentry_init, capture_events): +@pytest.mark.asyncio +async def test_sse_transport_detection(sentry_init, capture_events): """Test that SSE transport is correctly detected via query parameter""" sentry_init( integrations=[MCPIntegration()], @@ -995,29 +1067,67 @@ def test_sse_transport_detection(sentry_init, capture_events): events = capture_events() server = Server("test-server") + sse = SseServerTransport("/messages/") - # Set up mock request context with SSE transport - mock_ctx = MockRequestContext( - request_id="req-sse", session_id="session-sse-123", transport="sse" + sse_connection_closed = asyncio.Event() + + async def handle_sse(request): + async with sse.connect_sse( + request.scope, request.receive, request._send + ) as streams: + async with anyio.create_task_group() as tg: + + async def run_server(): + await server.run( + streams[0], streams[1], server.create_initialization_options() + ) + + tg.start_soon(run_server) + + sse_connection_closed.set() + return Response() + + app = Starlette( + routes=[ + Route("/sse", endpoint=handle_sse, methods=["GET"]), + Mount("/messages/", app=sse.handle_post_message), + ], ) - request_ctx.set(mock_ctx) @server.call_tool() - def test_tool(tool_name, arguments): + async def test_tool(tool_name, arguments): return {"result": "success"} - with start_transaction(name="mcp tx"): - result = test_tool("sse_tool", {}) + keep_sse_alive = asyncio.Event() + app_task, session_id, result = await json_rpc_sse( + app, + method="tools/call", + params={ + "name": "sse_tool", + "arguments": {}, + }, + request_id="req-sse", + keep_sse_alive=keep_sse_alive, + ) - assert result == {"result": "success"} + await sse_connection_closed.wait() + await app_task - (tx,) = events + assert result["result"]["structuredContent"] == {"result": "success"} + + transactions = [ + event + for event in events + if event["type"] == "transaction" and event["transaction"] == "/sse" + ] + assert len(transactions) == 1 + tx = transactions[0] span = tx["spans"][0] # Check that SSE transport is detected assert span["data"][SPANDATA.MCP_TRANSPORT] == "sse" assert span["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp" - assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-sse-123" + assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id def test_streamable_http_transport_detection( From 1566e628131c5a375a0853050f7b5c9a118fc43d Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 13:47:49 +0100 Subject: [PATCH 16/53] test(fastmcp): Use `AsyncClient` for SSE (#5400) --- tests/conftest.py | 205 +++++++++++++++++- tests/integrations/fastmcp/test_fastmcp.py | 99 +++++---- .../mcp/streaming_asgi_transport.py | 83 ------- tests/integrations/mcp/test_mcp.py | 97 +-------- 4 files changed, 263 insertions(+), 221 deletions(-) delete mode 100644 tests/integrations/mcp/streaming_asgi_transport.py diff --git a/tests/conftest.py b/tests/conftest.py index 66bb985fc9..1cf29bf977 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,5 +1,7 @@ import json import os +import asyncio +from urllib.parse import urlparse, parse_qs import socket import warnings import brotli @@ -51,25 +53,40 @@ from typing import TYPE_CHECKING if TYPE_CHECKING: - from typing import Optional + from typing import Any, Callable, MutableMapping, Optional from collections.abc import Iterator try: - from anyio import create_memory_object_stream, create_task_group + from anyio import create_memory_object_stream, create_task_group, EndOfStream from mcp.types import ( JSONRPCMessage, JSONRPCNotification, JSONRPCRequest, ) from mcp.shared.message import SessionMessage + from httpx import ( + ASGITransport, + Request as HttpxRequest, + Response as HttpxResponse, + AsyncByteStream, + AsyncClient, + ) except ImportError: create_memory_object_stream = None create_task_group = None + EndOfStream = None + JSONRPCMessage = None JSONRPCNotification = None JSONRPCRequest = None SessionMessage = None + ASGITransport = None + HttpxRequest = None + HttpxResponse = None + AsyncByteStream = None + AsyncClient = None + SENTRY_EVENT_SCHEMA = "./checkouts/data-schemas/relay/event.schema.json" @@ -787,6 +804,190 @@ def inner(events): return inner +@pytest.fixture() +def json_rpc_sse(): + class StreamingASGITransport(ASGITransport): + """ + Simple transport whose only purpose is to keep GET request alive in SSE connections, allowing + tests involving SSE interactions to run in-process. + """ + + def __init__( + self, + app: "Callable", + keep_sse_alive: "asyncio.Event", + ) -> None: + self.keep_sse_alive = keep_sse_alive + super().__init__(app) + + async def handle_async_request( + self, request: "HttpxRequest" + ) -> "HttpxResponse": + scope = { + "type": "http", + "method": request.method, + "headers": [(k.lower(), v) for (k, v) in request.headers.raw], + "path": request.url.path, + "query_string": request.url.query, + } + + is_streaming_sse = scope["method"] == "GET" and scope["path"] == "/sse" + if not is_streaming_sse: + return await super().handle_async_request(request) + + request_body = b"" + if request.content: + request_body = await request.aread() + + body_sender, body_receiver = create_memory_object_stream[bytes](0) # type: ignore + + async def receive() -> "dict[str, Any]": + if self.keep_sse_alive.is_set(): + return {"type": "http.disconnect"} + + await self.keep_sse_alive.wait() # Keep alive :) + return { + "type": "http.request", + "body": request_body, + "more_body": False, + } + + async def send(message: "MutableMapping[str, Any]") -> None: + if message["type"] == "http.response.body": + body = message.get("body", b"") + more_body = message.get("more_body", False) + + if body == b"" and not more_body: + return + + if body: + await body_sender.send(body) + + if not more_body: + await body_sender.aclose() + + async def run_app(): + await self.app(scope, receive, send) + + class StreamingBodyStream(AsyncByteStream): # type: ignore + def __init__(self, receiver): + self.receiver = receiver + + async def __aiter__(self): + try: + async for chunk in self.receiver: + yield chunk + except EndOfStream: # type: ignore + pass + + stream = StreamingBodyStream(body_receiver) + response = HttpxResponse(status_code=200, headers=[], stream=stream) # type: ignore + + asyncio.create_task(run_app()) + return response + + def parse_sse_data_package(sse_chunk): + sse_text = sse_chunk.decode("utf-8") + json_str = sse_text.split("data: ")[1] + return json.loads(json_str) + + async def inner( + app, method: str, params, request_id: str, keep_sse_alive: "asyncio.Event" + ): + context = {} + + stream_complete = asyncio.Event() + endpoint_parsed = asyncio.Event() + + # https://github.com/Kludex/starlette/issues/104#issuecomment-729087925 + async with AsyncClient( # type: ignore + transport=StreamingASGITransport(app=app, keep_sse_alive=keep_sse_alive), + base_url="http://test", + ) as client: + + async def parse_stream(): + async with client.stream("GET", "/sse") as stream: + # Read directly from stream.stream instead of aiter_bytes() + async for chunk in stream.stream: + if b"event: endpoint" in chunk: + sse_text = chunk.decode("utf-8") + url = sse_text.split("data: ")[1] + + parsed = urlparse(url) + query_params = parse_qs(parsed.query) + context["session_id"] = query_params["session_id"][0] + endpoint_parsed.set() + continue + + if b"event: message" in chunk and b"structuredContent" in chunk: + context["response"] = parse_sse_data_package(chunk) + break + elif ( + "result" in parse_sse_data_package(chunk) + and "content" in parse_sse_data_package(chunk)["result"] + ): + context["response"] = parse_sse_data_package(chunk) + break + + stream_complete.set() + + task = asyncio.create_task(parse_stream()) + await endpoint_parsed.wait() + + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + }, + json={ + "jsonrpc": "2.0", + "method": "initialize", + "params": { + "clientInfo": {"name": "test-client", "version": "1.0"}, + "protocolVersion": "2025-11-25", + "capabilities": {}, + }, + "id": request_id, + }, + ) + + # Notification response is mandatory. + # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + "mcp-session-id": context["session_id"], + }, + json={ + "jsonrpc": "2.0", + "method": "notifications/initialized", + "params": {}, + }, + ) + + await client.post( + f"/messages/?session_id={context['session_id']}", + headers={ + "Content-Type": "application/json", + "mcp-session-id": context["session_id"], + }, + json={ + "jsonrpc": "2.0", + "method": method, + "params": params, + "id": request_id, + }, + ) + + await stream_complete.wait() + keep_sse_alive.set() + + return task, context["session_id"], context["response"] + + return inner + + class MockServerRequestHandler(BaseHTTPRequestHandler): def do_GET(self): # noqa: N802 # Process an HTTP GET request and return a response. diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index d89021020f..dda5a83953 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -21,6 +21,7 @@ accurate testing of the integration's behavior in real MCP Server scenarios. """ +import anyio import asyncio import json import pytest @@ -39,9 +40,11 @@ async def __call__(self, *args, **kwargs): from sentry_sdk.consts import SPANDATA, OP from sentry_sdk.integrations.mcp import MCPIntegration +from mcp.server.sse import SseServerTransport from mcp.server.streamable_http_manager import StreamableHTTPSessionManager -from starlette.routing import Mount +from starlette.responses import Response +from starlette.routing import Mount, Route from starlette.applications import Starlette # Try to import both FastMCP implementations @@ -254,34 +257,6 @@ def reset_request_ctx(): pass -class MockRequestContext: - """Mock MCP request context""" - - def __init__(self, request_id=None, session_id=None, transport="stdio"): - self.request_id = request_id - if transport in ("http", "sse"): - self.request = MockHTTPRequest(session_id, transport) - else: - self.request = None - - -class MockHTTPRequest: - """Mock HTTP request for SSE/StreamableHTTP transport""" - - def __init__(self, session_id=None, transport="http"): - self.headers = {} - self.query_params = {} - - if transport == "sse": - # SSE transport uses query parameter - if session_id: - self.query_params["session_id"] = session_id - else: - # StreamableHTTP transport uses header - if session_id: - self.headers["mcp-session-id"] = session_id - - # ============================================================================= # Tool Handler Tests - Verifying Sentry Integration # ============================================================================= @@ -956,8 +931,11 @@ def test_tool_no_ctx(x: int) -> dict: # ============================================================================= +@pytest.mark.asyncio @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_sse_transport(sentry_init, capture_events, FastMCP): +async def test_fastmcp_sse_transport( + sentry_init, capture_events, FastMCP, json_rpc_sse +): """Test that FastMCP correctly detects SSE transport""" sentry_init( integrations=[MCPIntegration()], @@ -966,25 +944,66 @@ def test_fastmcp_sse_transport(sentry_init, capture_events, FastMCP): events = capture_events() mcp = FastMCP("Test Server") + sse = SseServerTransport("/messages/") - # Set up mock request context with SSE transport - if request_ctx is not None: - mock_ctx = MockRequestContext( - request_id="req-sse", session_id="session-sse-123", transport="sse" - ) - request_ctx.set(mock_ctx) + sse_connection_closed = asyncio.Event() + + async def handle_sse(request): + async with sse.connect_sse( + request.scope, request.receive, request._send + ) as streams: + async with anyio.create_task_group() as tg: + + async def run_server(): + await mcp._mcp_server.run( + streams[0], + streams[1], + mcp._mcp_server.create_initialization_options(), + ) + + tg.start_soon(run_server) + + sse_connection_closed.set() + return Response() + + app = Starlette( + routes=[ + Route("/sse", endpoint=handle_sse, methods=["GET"]), + Mount("/messages/", app=sse.handle_post_message), + ], + ) @mcp.tool() def sse_tool(value: str) -> dict: """Tool for SSE transport test""" return {"message": f"Received: {value}"} - with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "sse_tool", {"value": "hello"}) + keep_sse_alive = asyncio.Event() + app_task, _, result = await json_rpc_sse( + app, + method="tools/call", + params={ + "name": "sse_tool", + "arguments": {"value": "hello"}, + }, + request_id="req-sse", + keep_sse_alive=keep_sse_alive, + ) - assert result == {"message": "Received: hello"} + await sse_connection_closed.wait() + await app_task - (tx,) = events + assert json.loads(result["result"]["content"][0]["text"]) == { + "message": "Received: hello" + } + + transactions = [ + event + for event in events + if event["type"] == "transaction" and event["transaction"] == "/sse" + ] + assert len(transactions) == 1 + tx = transactions[0] # Find MCP spans mcp_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER] diff --git a/tests/integrations/mcp/streaming_asgi_transport.py b/tests/integrations/mcp/streaming_asgi_transport.py deleted file mode 100644 index 681a5bc96e..0000000000 --- a/tests/integrations/mcp/streaming_asgi_transport.py +++ /dev/null @@ -1,83 +0,0 @@ -import asyncio -from httpx import ASGITransport, Request, Response, AsyncByteStream -import anyio - -from typing import TYPE_CHECKING - -if TYPE_CHECKING: - from typing import Any, Callable, MutableMapping - - -class StreamingASGITransport(ASGITransport): - """ - Simple transport whose only purpose is to keep GET request alive in SSE connections, allowing - tests involving SSE interactions to run in-process. - """ - - def __init__( - self, - app: "Callable", - keep_sse_alive: "asyncio.Event", - ) -> None: - self.keep_sse_alive = keep_sse_alive - super().__init__(app) - - async def handle_async_request(self, request: "Request") -> "Response": - scope = { - "type": "http", - "method": request.method, - "headers": [(k.lower(), v) for (k, v) in request.headers.raw], - "path": request.url.path, - "query_string": request.url.query, - } - - is_streaming_sse = scope["method"] == "GET" and scope["path"] == "/sse" - if not is_streaming_sse: - return await super().handle_async_request(request) - - request_body = b"" - if request.content: - request_body = await request.aread() - - body_sender, body_receiver = anyio.create_memory_object_stream[bytes](0) - - async def receive() -> "dict[str, Any]": - if self.keep_sse_alive.is_set(): - return {"type": "http.disconnect"} - - await self.keep_sse_alive.wait() # Keep alive :) - return {"type": "http.request", "body": request_body, "more_body": False} - - async def send(message: "MutableMapping[str, Any]") -> None: - if message["type"] == "http.response.body": - body = message.get("body", b"") - more_body = message.get("more_body", False) - - if body == b"" and not more_body: - return - - if body: - await body_sender.send(body) - - if not more_body: - await body_sender.aclose() - - async def run_app(): - await self.app(scope, receive, send) - - class StreamingBodyStream(AsyncByteStream): - def __init__(self, receiver): - self.receiver = receiver - - async def __aiter__(self): - try: - async for chunk in self.receiver: - yield chunk - except anyio.EndOfStream: - pass - - stream = StreamingBodyStream(body_receiver) - response = Response(status_code=200, headers=[], stream=stream) - - asyncio.create_task(run_app()) - return response diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 54c6ab82f8..715f9734ca 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -15,11 +15,8 @@ that the integration properly instruments MCP handlers with Sentry spans. """ -from urllib.parse import urlparse, parse_qs import anyio import asyncio -import httpx -from .streaming_asgi_transport import StreamingASGITransport import pytest import json @@ -81,98 +78,6 @@ def __init__(self, text): self.text = text -async def json_rpc_sse( - app, method: str, params, request_id: str, keep_sse_alive: "asyncio.Event" -): - context = {} - - stream_complete = asyncio.Event() - endpoint_parsed = asyncio.Event() - - # https://github.com/Kludex/starlette/issues/104#issuecomment-729087925 - async with httpx.AsyncClient( - transport=StreamingASGITransport(app=app, keep_sse_alive=keep_sse_alive), - base_url="http://test", - ) as client: - - async def parse_stream(): - async with client.stream("GET", "/sse") as stream: - # Read directly from stream.stream instead of aiter_bytes() - async for chunk in stream.stream: - if b"event: endpoint" in chunk: - sse_text = chunk.decode("utf-8") - url = sse_text.split("data: ")[1] - - parsed = urlparse(url) - query_params = parse_qs(parsed.query) - context["session_id"] = query_params["session_id"][0] - endpoint_parsed.set() - continue - - if b"event: message" in chunk and b"structuredContent" in chunk: - sse_text = chunk.decode("utf-8") - - json_str = sse_text.split("data: ")[1] - context["response"] = json.loads(json_str) - break - - stream_complete.set() - - task = asyncio.create_task(parse_stream()) - await endpoint_parsed.wait() - - await client.post( - f"/messages/?session_id={context['session_id']}", - headers={ - "Content-Type": "application/json", - }, - json={ - "jsonrpc": "2.0", - "method": "initialize", - "params": { - "clientInfo": {"name": "test-client", "version": "1.0"}, - "protocolVersion": "2025-11-25", - "capabilities": {}, - }, - "id": request_id, - }, - ) - - # Notification response is mandatory. - # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle - await client.post( - f"/messages/?session_id={context['session_id']}", - headers={ - "Content-Type": "application/json", - "mcp-session-id": context["session_id"], - }, - json={ - "jsonrpc": "2.0", - "method": "notifications/initialized", - "params": {}, - }, - ) - - await client.post( - f"/messages/?session_id={context['session_id']}", - headers={ - "Content-Type": "application/json", - "mcp-session-id": context["session_id"], - }, - json={ - "jsonrpc": "2.0", - "method": method, - "params": params, - "id": request_id, - }, - ) - - await stream_complete.wait() - keep_sse_alive.set() - - return task, context["session_id"], context["response"] - - def test_integration_patches_server(sentry_init): """Test that MCPIntegration patches the Server class""" # Get original methods before integration @@ -1058,7 +963,7 @@ def test_tool_complex(tool_name, arguments): @pytest.mark.asyncio -async def test_sse_transport_detection(sentry_init, capture_events): +async def test_sse_transport_detection(sentry_init, capture_events, json_rpc_sse): """Test that SSE transport is correctly detected via query parameter""" sentry_init( integrations=[MCPIntegration()], From 55e0b599592ed79a7baeae0ea1cf6524c6701a96 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 14:41:11 +0100 Subject: [PATCH 17/53] test(fastmcp): Remove `test_fastmcp_without_request_context()` (#5412) The request context is set immediately before running the handler we patch, so the test is verifying behavior for an unreachable state. --- tests/integrations/fastmcp/test_fastmcp.py | 30 ---------------------- 1 file changed, 30 deletions(-) diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index dda5a83953..ad603b34fc 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -896,36 +896,6 @@ def test_tool(value: int) -> int: assert mcp_spans[0]["origin"] == "auto.ai.mcp" -@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids) -def test_fastmcp_without_request_context(sentry_init, capture_events, FastMCP): - """Test FastMCP handling when no request context is available""" - sentry_init( - integrations=[MCPIntegration()], - traces_sample_rate=1.0, - ) - events = capture_events() - - mcp = FastMCP("Test Server") - - # Clear request context - if request_ctx is not None: - request_ctx.set(None) - - @mcp.tool() - def test_tool_no_ctx(x: int) -> dict: - """Test tool without context""" - return {"result": x + 1} - - with start_transaction(name="fastmcp tx"): - result = call_tool_through_mcp(mcp, "test_tool_no_ctx", {"x": 99}) - - assert result == {"result": 100} - - # Should still create transaction even if context is missing - (tx,) = events - assert tx["type"] == "transaction" - - # ============================================================================= # Transport Detection Tests # ============================================================================= From 3455a42c37ab2f6342fae6dd86e48a4c86722f4e Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 14:42:27 +0100 Subject: [PATCH 18/53] test(fastmcp): Wrap prompt in `Message` for `mcp` v3 (#5411) --- tests/integrations/fastmcp/test_fastmcp.py | 56 ++++++++++++++-------- 1 file changed, 35 insertions(+), 21 deletions(-) diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index ad603b34fc..d32747855a 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -43,6 +43,12 @@ async def __call__(self, *args, **kwargs): from mcp.server.sse import SseServerTransport from mcp.server.streamable_http_manager import StreamableHTTPSessionManager +try: + from fastmcp.prompts import Message +except ImportError: + Message = None + + from starlette.responses import Response from starlette.routing import Mount, Route from starlette.applications import Starlette @@ -611,15 +617,18 @@ async def test_fastmcp_prompt_sync( @mcp.prompt() def code_help_prompt(language: str): """Get help for a programming language""" - return [ - { - "role": "user", - "content": { - "type": "text", - "text": f"Tell me about {language}", - }, - } - ] + message = { + "role": "user", + "content": { + "type": "text", + "text": f"Tell me about {language}", + }, + } + + if FASTMCP_VERSION is not None and FASTMCP_VERSION.startswith("3"): + message = Message(message) + + return [message] with start_transaction(name="fastmcp tx"): result = await stdio( @@ -692,19 +701,24 @@ async def test_fastmcp_prompt_async( @mcp.prompt() async def async_prompt(topic: str): """Get async prompt for a topic""" - return [ - { - "role": "user", - "content": {"type": "text", "text": f"What is {topic}?"}, - }, - { - "role": "assistant", - "content": { - "type": "text", - "text": "Let me explain that", - }, + message1 = { + "role": "user", + "content": {"type": "text", "text": f"What is {topic}?"}, + } + + message2 = { + "role": "assistant", + "content": { + "type": "text", + "text": "Let me explain that", }, - ] + } + + if FASTMCP_VERSION is not None and FASTMCP_VERSION.startswith("3"): + message1 = Message(message1) + message2 = Message(message2) + + return [message1, message2] _, result = json_rpc( app, From 5d1440591a4de9b5f98589b1bc3619bd67f60f80 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Feb 2026 14:51:30 +0100 Subject: [PATCH 19/53] build(deps): bump getsentry/craft from 2.20.0 to 2.20.1 (#5402) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Bumps [getsentry/craft](https://github.com/getsentry/craft) from 2.20.0 to 2.20.1.
Release notes

Sourced from getsentry/craft's releases.

2.20.1

Bug Fixes 🐛

  • (action) Expand changelog by default in publish issues by @​BYK in #731

Documentation 📚

  • Update documentation for changes since 2.17.0 by @​BYK in #735
  • Update base path for craft.sentry.dev domain by @​BYK in #734
Changelog

Sourced from getsentry/craft's changelog.

Changelog

2.20.1

Bug Fixes 🐛

  • (action) Expand changelog by default in publish issues by @​BYK in #731

Documentation 📚

  • Update documentation for changes since 2.17.0 by @​BYK in #735
  • Update base path for craft.sentry.dev domain by @​BYK in #734

2.20.0

New Features ✨

Github

  • Add comment option to changelog-preview workflow by @​BYK in #722
  • Add working-directory input to changelog-preview workflow by @​BYK in #717

Bug Fixes 🐛

Changelog

  • Warn when custom release.yml lacks semver fields by @​BYK in #720
  • Collapse previews by default by @​BYK in #718

Other

  • (action) Fix detection of existing publish issues by @​BYK in #728
  • (actions) Use repository check instead of event_name for dogfooding conditions by @​BYK in #727
  • (github) Use pull_request_target for changelog preview on fork PRs by @​BYK in #723
  • Address security vulnerabilities in dependencies by @​BYK in #725

Documentation 📚

  • Document CRAFT_NEW_VERSION and CRAFT_OLD_VERSION for pre-release command by @​BYK in #719

Internal Changes 🔧

Deps Dev

Other

  • Rename changelog category to "Internal Changes" by @​BYK in #721

... (truncated)

Commits
  • beea4ab release: 2.20.1
  • 0013332 docs: Update documentation for changes since 2.17.0 (#735)
  • b97ebce docs: Update base path for craft.sentry.dev domain (#734)
  • abd8cd1 fix(action): Expand changelog by default in publish issues (#731)
  • 8778b3b meta: Bump new development version
  • 5d733f9 Merge branch 'release/2.20.0'
  • See full diff in compare view

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Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index d640b39e0a..fe56354e7d 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -31,7 +31,7 @@ jobs: token: ${{ steps.token.outputs.token }} fetch-depth: 0 - name: Prepare release - uses: getsentry/craft@fd370d4d54bec9ff07f909d88a3c4aec6f0ba22b # v2 + uses: getsentry/craft@beea4aba589c66381258cbd131c5551ae8245b82 # v2 env: GITHUB_TOKEN: ${{ steps.token.outputs.token }} with: From 7e320b942cab419654ad4f3d963715276c1473ba Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 2 Feb 2026 14:57:10 +0100 Subject: [PATCH 20/53] ci: Update tox and pin packaging version for tox (#5381) --- scripts/populate_tox/requirements.txt | 2 +- tox.ini | 88 ++++++++++++++------------- 2 files changed, 47 insertions(+), 43 deletions(-) diff --git a/scripts/populate_tox/requirements.txt b/scripts/populate_tox/requirements.txt index 0402fac5ab..77f67f24d2 100644 --- a/scripts/populate_tox/requirements.txt +++ b/scripts/populate_tox/requirements.txt @@ -1,3 +1,3 @@ jinja2 -packaging +packaging<26.0 requests diff --git a/tox.ini b/tox.ini index 2116c41871..9a91b46570 100644 --- a/tox.ini +++ b/tox.ini @@ -57,39 +57,40 @@ envlist = # ~~~ MCP ~~~ {py3.10,py3.12,py3.13}-mcp-v1.15.0 - {py3.10,py3.12,py3.13}-mcp-v1.18.0 - {py3.10,py3.12,py3.13}-mcp-v1.21.2 - {py3.10,py3.12,py3.13}-mcp-v1.25.0 + {py3.10,py3.12,py3.13}-mcp-v1.19.0 + {py3.10,py3.12,py3.13}-mcp-v1.23.3 + {py3.10,py3.12,py3.13}-mcp-v1.26.0 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.1.0 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.4.1 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v1.0 - {py3.10,py3.12,py3.13}-fastmcp-v2.14.3 + {py3.10,py3.12,py3.13}-fastmcp-v2.14.4 + {py3.10,py3.12,py3.13}-fastmcp-v3.0.0b1 # ~~~ Agents ~~~ {py3.10,py3.11,py3.12}-openai_agents-v0.0.19 {py3.10,py3.12,py3.13}-openai_agents-v0.2.11 {py3.10,py3.12,py3.13}-openai_agents-v0.4.2 - {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.6.8 + {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0 {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18 {py3.10,py3.12,py3.13}-pydantic_ai-v1.15.0 {py3.10,py3.12,py3.13}-pydantic_ai-v1.30.1 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.44.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.47.0 # ~~~ AI Workflow ~~~ {py3.9,py3.11,py3.12}-langchain-base-v0.1.20 {py3.9,py3.12,py3.13}-langchain-base-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-base-v1.2.6 + {py3.10,py3.13,py3.14}-langchain-base-v1.2.7 {py3.9,py3.11,py3.12}-langchain-notiktoken-v0.1.20 {py3.9,py3.12,py3.13}-langchain-notiktoken-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.6 + {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.7 {py3.9,py3.13,py3.14}-langgraph-v0.6.11 - {py3.10,py3.12,py3.13}-langgraph-v1.0.6 + {py3.10,py3.12,py3.13}-langgraph-v1.0.7 # ~~~ AI ~~~ @@ -101,21 +102,21 @@ envlist = {py3.9,py3.10,py3.11}-cohere-v5.4.0 {py3.9,py3.11,py3.12}-cohere-v5.10.0 {py3.9,py3.11,py3.12}-cohere-v5.15.0 - {py3.9,py3.11,py3.12}-cohere-v5.20.1 + {py3.9,py3.11,py3.12}-cohere-v5.20.2 {py3.9,py3.12,py3.13}-google_genai-v1.29.0 {py3.9,py3.12,py3.13}-google_genai-v1.39.1 {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.49.0 - {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.59.0 + {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.60.0 {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7 {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.0 - {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.2 + {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.4 {py3.9,py3.12,py3.13}-litellm-v1.77.7 {py3.9,py3.12,py3.13}-litellm-v1.78.7 {py3.9,py3.12,py3.13}-litellm-v1.79.3 - {py3.9,py3.12,py3.13}-litellm-v1.81.0 + {py3.9,py3.12,py3.13}-litellm-v1.81.3 {py3.8,py3.11,py3.12}-openai-base-v1.0.1 {py3.8,py3.12,py3.13}-openai-base-v1.109.1 @@ -130,7 +131,7 @@ envlist = {py3.6,py3.7}-boto3-v1.12.49 {py3.6,py3.9,py3.10}-boto3-v1.21.46 {py3.7,py3.11,py3.12}-boto3-v1.33.13 - {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.30 + {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.35 {py3.6,py3.7,py3.8}-chalice-v1.16.0 {py3.9,py3.12,py3.13}-chalice-v1.32.0 @@ -160,7 +161,8 @@ envlist = {py3.6,py3.8,py3.9}-sqlalchemy-v1.2.19 {py3.6,py3.11,py3.12}-sqlalchemy-v1.4.54 - {py3.7,py3.12,py3.13}-sqlalchemy-v2.0.45 + {py3.7,py3.12,py3.13}-sqlalchemy-v2.0.46 + {py3.10,py3.13,py3.14,py3.14t}-sqlalchemy-v2.1.0b1 # ~~~ Flags ~~~ @@ -174,12 +176,13 @@ envlist = {py3.7,py3.13,py3.14}-statsig-v0.67.0 {py3.8,py3.12,py3.13}-unleash-v6.0.1 - {py3.8,py3.12,py3.13}-unleash-v6.4.1 + {py3.8,py3.12,py3.13}-unleash-v6.5.0 # ~~~ GraphQL ~~~ {py3.8,py3.10,py3.11}-ariadne-v0.20.1 {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.0 + {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0rc1 {py3.6,py3.9,py3.10}-gql-v3.4.1 {py3.9,py3.12,py3.13}-gql-v4.0.0 @@ -189,7 +192,7 @@ envlist = {py3.8,py3.12,py3.13}-graphene-v3.4.3 {py3.8,py3.10,py3.11}-strawberry-v0.209.8 - {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.289.0 + {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.289.7 # ~~~ Network ~~~ @@ -213,8 +216,7 @@ envlist = {py3.8,py3.11,py3.12}-arq-v0.26.3 {py3.7}-beam-v2.14.0 - {py3.10,py3.12,py3.13}-beam-v2.70.0 - {py3.10,py3.12,py3.13}-beam-v2.71.0rc3 + {py3.10,py3.12,py3.13}-beam-v2.71.0 {py3.6,py3.7,py3.8}-celery-v4.4.7 {py3.9,py3.12,py3.13}-celery-v5.6.2 @@ -382,15 +384,16 @@ deps = # ~~~ MCP ~~~ mcp-v1.15.0: mcp==1.15.0 - mcp-v1.18.0: mcp==1.18.0 - mcp-v1.21.2: mcp==1.21.2 - mcp-v1.25.0: mcp==1.25.0 + mcp-v1.19.0: mcp==1.19.0 + mcp-v1.23.3: mcp==1.23.3 + mcp-v1.26.0: mcp==1.26.0 mcp: pytest-asyncio fastmcp-v0.1.0: fastmcp==0.1.0 fastmcp-v0.4.1: fastmcp==0.4.1 fastmcp-v1.0: fastmcp==1.0 - fastmcp-v2.14.3: fastmcp==2.14.3 + fastmcp-v2.14.4: fastmcp==2.14.4 + fastmcp-v3.0.0b1: fastmcp==3.0.0b1 fastmcp: pytest-asyncio @@ -398,40 +401,40 @@ deps = openai_agents-v0.0.19: openai-agents==0.0.19 openai_agents-v0.2.11: openai-agents==0.2.11 openai_agents-v0.4.2: openai-agents==0.4.2 - openai_agents-v0.6.8: openai-agents==0.6.8 + openai_agents-v0.7.0: openai-agents==0.7.0 openai_agents: pytest-asyncio pydantic_ai-v1.0.18: pydantic-ai==1.0.18 pydantic_ai-v1.15.0: pydantic-ai==1.15.0 pydantic_ai-v1.30.1: pydantic-ai==1.30.1 - pydantic_ai-v1.44.0: pydantic-ai==1.44.0 + pydantic_ai-v1.47.0: pydantic-ai==1.47.0 pydantic_ai: pytest-asyncio # ~~~ AI Workflow ~~~ langchain-base-v0.1.20: langchain==0.1.20 langchain-base-v0.3.27: langchain==0.3.27 - langchain-base-v1.2.6: langchain==1.2.6 + langchain-base-v1.2.7: langchain==1.2.7 langchain-base: pytest-asyncio langchain-base: openai langchain-base: tiktoken langchain-base: langchain-openai langchain-base-v0.3.27: langchain-community - langchain-base-v1.2.6: langchain-community - langchain-base-v1.2.6: langchain-classic + langchain-base-v1.2.7: langchain-community + langchain-base-v1.2.7: langchain-classic langchain-notiktoken-v0.1.20: langchain==0.1.20 langchain-notiktoken-v0.3.27: langchain==0.3.27 - langchain-notiktoken-v1.2.6: langchain==1.2.6 + langchain-notiktoken-v1.2.7: langchain==1.2.7 langchain-notiktoken: pytest-asyncio langchain-notiktoken: openai langchain-notiktoken: langchain-openai langchain-notiktoken-v0.3.27: langchain-community - langchain-notiktoken-v1.2.6: langchain-community - langchain-notiktoken-v1.2.6: langchain-classic + langchain-notiktoken-v1.2.7: langchain-community + langchain-notiktoken-v1.2.7: langchain-classic langgraph-v0.6.11: langgraph==0.6.11 - langgraph-v1.0.6: langgraph==1.0.6 + langgraph-v1.0.7: langgraph==1.0.7 # ~~~ AI ~~~ @@ -446,24 +449,24 @@ deps = cohere-v5.4.0: cohere==5.4.0 cohere-v5.10.0: cohere==5.10.0 cohere-v5.15.0: cohere==5.15.0 - cohere-v5.20.1: cohere==5.20.1 + cohere-v5.20.2: cohere==5.20.2 google_genai-v1.29.0: google-genai==1.29.0 google_genai-v1.39.1: google-genai==1.39.1 google_genai-v1.49.0: google-genai==1.49.0 - google_genai-v1.59.0: google-genai==1.59.0 + google_genai-v1.60.0: google-genai==1.60.0 google_genai: pytest-asyncio huggingface_hub-v0.24.7: huggingface_hub==0.24.7 huggingface_hub-v0.36.0: huggingface_hub==0.36.0 - huggingface_hub-v1.3.2: huggingface_hub==1.3.2 + huggingface_hub-v1.3.4: huggingface_hub==1.3.4 huggingface_hub: responses huggingface_hub: pytest-httpx litellm-v1.77.7: litellm==1.77.7 litellm-v1.78.7: litellm==1.78.7 litellm-v1.79.3: litellm==1.79.3 - litellm-v1.81.0: litellm==1.81.0 + litellm-v1.81.3: litellm==1.81.3 openai-base-v1.0.1: openai==1.0.1 openai-base-v1.109.1: openai==1.109.1 @@ -483,7 +486,7 @@ deps = boto3-v1.12.49: boto3==1.12.49 boto3-v1.21.46: boto3==1.21.46 boto3-v1.33.13: boto3==1.33.13 - boto3-v1.42.30: boto3==1.42.30 + boto3-v1.42.35: boto3==1.42.35 {py3.7,py3.8}-boto3: urllib3<2.0.0 chalice-v1.16.0: chalice==1.16.0 @@ -522,7 +525,8 @@ deps = sqlalchemy-v1.2.19: sqlalchemy==1.2.19 sqlalchemy-v1.4.54: sqlalchemy==1.4.54 - sqlalchemy-v2.0.45: sqlalchemy==2.0.45 + sqlalchemy-v2.0.46: sqlalchemy==2.0.46 + sqlalchemy-v2.1.0b1: sqlalchemy==2.1.0b1 # ~~~ Flags ~~~ @@ -537,12 +541,13 @@ deps = statsig: typing_extensions unleash-v6.0.1: UnleashClient==6.0.1 - unleash-v6.4.1: UnleashClient==6.4.1 + unleash-v6.5.0: UnleashClient==6.5.0 # ~~~ GraphQL ~~~ ariadne-v0.20.1: ariadne==0.20.1 ariadne-v0.27.0: ariadne==0.27.0 + ariadne-v0.28.0rc1: ariadne==0.28.0rc1 ariadne: fastapi ariadne: flask ariadne: httpx @@ -560,7 +565,7 @@ deps = {py3.6}-graphene: aiocontextvars strawberry-v0.209.8: strawberry-graphql[fastapi,flask]==0.209.8 - strawberry-v0.289.0: strawberry-graphql[fastapi,flask]==0.289.0 + strawberry-v0.289.7: strawberry-graphql[fastapi,flask]==0.289.7 strawberry: httpx strawberry-v0.209.8: pydantic<2.11 @@ -599,8 +604,7 @@ deps = arq-v0.23: pydantic<2 beam-v2.14.0: apache-beam==2.14.0 - beam-v2.70.0: apache-beam==2.70.0 - beam-v2.71.0rc3: apache-beam==2.71.0rc3 + beam-v2.71.0: apache-beam==2.71.0 beam: dill celery-v4.4.7: 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wrapper around Version. It's convenient to be able to set + # attributes on a Version in toxgen, but we can't because the class now + # defines __slots__. By rewrapping Version in this custom class, we get + # around that. + pass + + @dataclass(order=True) class ThreadedVersion: version: Version @@ -218,7 +226,7 @@ def _save_to_package_dependencies_cache( def _prefilter_releases( integration: str, releases: dict[str, dict], -) -> tuple[list[Version], Optional[Version]]: +) -> tuple[list[PackageVersion], Optional[PackageVersion]]: """ Filter `releases`, removing releases that are for sure unsupported. @@ -238,7 +246,7 @@ def _prefilter_releases( min_supported = _MIN_VERSIONS.get(integration_name) if min_supported is not None: - min_supported = Version(".".join(map(str, min_supported))) + min_supported = PackageVersion(".".join(map(str, min_supported))) else: print( f" {integration} doesn't have a minimum version defined in " @@ -291,10 +299,10 @@ def _prefilter_releases( ): # Don't save all patch versions of a release, just the newest one if version.micro > saved_version.micro: - filtered_releases[i] = version + filtered_releases[i] = PackageVersion(str(version)) break else: - filtered_releases.append(version) + filtered_releases.append(PackageVersion(str(version))) filtered_releases.sort() @@ -302,14 +310,14 @@ def _prefilter_releases( # than the last released version); if not, don't consider it if last_prerelease is not None: if not filtered_releases or last_prerelease > filtered_releases[-1]: - return filtered_releases, last_prerelease + return filtered_releases, PackageVersion(str(last_prerelease)) return filtered_releases, None def get_supported_releases( integration: str, pypi_data: dict -) -> tuple[list[Version], Optional[Version]]: +) -> tuple[list[PackageVersion], Optional[PackageVersion]]: """ Get a list of releases that are currently supported by the SDK. @@ -331,7 +339,7 @@ def get_supported_releases( pypi_data["releases"], ) - def _supports_lowest(release: Version) -> bool: + def _supports_lowest(release: PackageVersion) -> bool: time.sleep(PYPI_COOLDOWN) # don't DoS PYPI pypi_data = fetch_release(package, release) @@ -782,7 +790,7 @@ def _compare_min_version_with_defined( def _add_python_versions_to_release( - integration: str, package: str, release: Version + integration: str, package: str, release: PackageVersion ) -> None: release_pypi_data = fetch_release(package, release) if release_pypi_data is None: diff --git a/scripts/populate_tox/releases.jsonl b/scripts/populate_tox/releases.jsonl index ca1ac401c4..8fb6307652 100644 --- a/scripts/populate_tox/releases.jsonl +++ b/scripts/populate_tox/releases.jsonl @@ -15,9 +15,10 @@ {"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: Flask", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Topic :: Internet :: WWW/HTTP :: Dynamic Content", "Topic :: Software Development :: Libraries :: Application Frameworks", "Typing :: Typed"], "name": "Quart", "requires_python": 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of integrated frameworks and libraries. ## How it works - Scan PyPI for all supported releases of all frameworks we have a dedicated test suite for. - Pick a representative sample of releases to run our test suite against. We always test the latest and oldest supported version. - Update [tox.ini](https://github.com/getsentry/sentry-python/blob/master/tox.ini) with the new releases. ## Action required - If CI passes on this PR, it's safe to approve and merge. It means our integrations can handle new versions of frameworks that got pulled in. - If CI doesn't pass on this PR, this points to an incompatibility of either our integration or our test setup with a new version of a framework. - Check what the failures look like and either fix them, or update the [test config](https://github.com/getsentry/sentry-python/blob/master/scripts/populate_tox/config.py) and rerun [scripts/generate-test-files.sh](https://github.com/getsentry/sentry-python/blob/master/scripts/generate-test-files.sh). See [scripts/populate_tox/README.md](https://github.com/getsentry/sentry-python/blob/master/scripts/populate_tox/README.md) for what configuration options are available. _____________________ _🤖 This PR was automatically created using [a GitHub action](https://github.com/getsentry/sentry-python/blob/master/.github/workflows/update-tox.yml)._ Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> --- .../populate_tox/package_dependencies.jsonl | 18 ++--- scripts/populate_tox/releases.jsonl | 44 +++++------ tox.ini | 76 +++++++++---------- 3 files changed, 69 insertions(+), 69 deletions(-) diff --git a/scripts/populate_tox/package_dependencies.jsonl b/scripts/populate_tox/package_dependencies.jsonl index f9fa5dce46..52724708f4 100644 --- a/scripts/populate_tox/package_dependencies.jsonl +++ b/scripts/populate_tox/package_dependencies.jsonl @@ -1,7 +1,7 @@ -{"name": "anthropic", "version": "0.76.0", "dependencies": [{"download_info": {"url": 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b/tox.ini index 9a91b46570..5530002884 100644 --- a/tox.ini +++ b/tox.ini @@ -75,9 +75,9 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0 {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.15.0 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.30.1 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.47.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.17.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.34.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.51.0 # ~~~ AI Workflow ~~~ @@ -97,7 +97,7 @@ envlist = {py3.8,py3.11,py3.12}-anthropic-v0.16.0 {py3.8,py3.11,py3.12}-anthropic-v0.36.2 {py3.8,py3.11,py3.12}-anthropic-v0.56.0 - {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.76.0 + {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.77.0 {py3.9,py3.10,py3.11}-cohere-v5.4.0 {py3.9,py3.11,py3.12}-cohere-v5.10.0 @@ -105,33 +105,33 @@ envlist = {py3.9,py3.11,py3.12}-cohere-v5.20.2 {py3.9,py3.12,py3.13}-google_genai-v1.29.0 - {py3.9,py3.12,py3.13}-google_genai-v1.39.1 - {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.49.0 - {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.60.0 + {py3.9,py3.12,py3.13}-google_genai-v1.40.0 + {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.51.0 + {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.61.0 {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7 - {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.0 - {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.4 + {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.1 + {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.7 {py3.9,py3.12,py3.13}-litellm-v1.77.7 {py3.9,py3.12,py3.13}-litellm-v1.78.7 {py3.9,py3.12,py3.13}-litellm-v1.79.3 - {py3.9,py3.12,py3.13}-litellm-v1.81.3 + {py3.9,py3.12,py3.13}-litellm-v1.81.6 {py3.8,py3.11,py3.12}-openai-base-v1.0.1 {py3.8,py3.12,py3.13}-openai-base-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.15.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.16.0 {py3.8,py3.11,py3.12}-openai-notiktoken-v1.0.1 {py3.8,py3.12,py3.13}-openai-notiktoken-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.15.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.16.0 # ~~~ Cloud ~~~ {py3.6,py3.7}-boto3-v1.12.49 {py3.6,py3.9,py3.10}-boto3-v1.21.46 {py3.7,py3.11,py3.12}-boto3-v1.33.13 - {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.35 + {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.39 {py3.6,py3.7,py3.8}-chalice-v1.16.0 {py3.9,py3.12,py3.13}-chalice-v1.32.0 @@ -176,13 +176,13 @@ envlist = {py3.7,py3.13,py3.14}-statsig-v0.67.0 {py3.8,py3.12,py3.13}-unleash-v6.0.1 - {py3.8,py3.12,py3.13}-unleash-v6.5.0 + {py3.8,py3.12,py3.13}-unleash-v6.5.1 # ~~~ GraphQL ~~~ {py3.8,py3.10,py3.11}-ariadne-v0.20.1 - {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.0 - {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0rc1 + {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.1 + {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0rc2 {py3.6,py3.9,py3.10}-gql-v3.4.1 {py3.9,py3.12,py3.13}-gql-v4.0.0 @@ -192,7 +192,7 @@ envlist = {py3.8,py3.12,py3.13}-graphene-v3.4.3 {py3.8,py3.10,py3.11}-strawberry-v0.209.8 - {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.289.7 + {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.291.0 # ~~~ Network ~~~ @@ -213,7 +213,7 @@ envlist = # ~~~ Tasks ~~~ {py3.7,py3.9,py3.10}-arq-v0.23 - {py3.8,py3.11,py3.12}-arq-v0.26.3 + {py3.9,py3.12,py3.13}-arq-v0.27.0 {py3.7}-beam-v2.14.0 {py3.10,py3.12,py3.13}-beam-v2.71.0 @@ -311,7 +311,7 @@ envlist = {py3.6}-trytond-v4.8.18 {py3.6,py3.7,py3.8}-trytond-v5.8.16 {py3.8,py3.10,py3.11}-trytond-v6.8.17 - {py3.9,py3.12,py3.13}-trytond-v7.8.3 + {py3.9,py3.12,py3.13}-trytond-v7.8.4 {py3.7,py3.12,py3.13}-typer-v0.15.4 {py3.9,py3.13,py3.14,py3.14t}-typer-v0.21.1 @@ -405,9 +405,9 @@ deps = openai_agents: pytest-asyncio pydantic_ai-v1.0.18: pydantic-ai==1.0.18 - pydantic_ai-v1.15.0: pydantic-ai==1.15.0 - pydantic_ai-v1.30.1: pydantic-ai==1.30.1 - pydantic_ai-v1.47.0: pydantic-ai==1.47.0 + pydantic_ai-v1.17.0: pydantic-ai==1.17.0 + pydantic_ai-v1.34.0: pydantic-ai==1.34.0 + pydantic_ai-v1.51.0: pydantic-ai==1.51.0 pydantic_ai: pytest-asyncio @@ -441,7 +441,7 @@ deps = anthropic-v0.16.0: anthropic==0.16.0 anthropic-v0.36.2: anthropic==0.36.2 anthropic-v0.56.0: anthropic==0.56.0 - anthropic-v0.76.0: anthropic==0.76.0 + anthropic-v0.77.0: anthropic==0.77.0 anthropic: pytest-asyncio anthropic-v0.16.0: httpx<0.28.0 anthropic-v0.36.2: httpx<0.28.0 @@ -452,32 +452,32 @@ deps = cohere-v5.20.2: cohere==5.20.2 google_genai-v1.29.0: google-genai==1.29.0 - google_genai-v1.39.1: google-genai==1.39.1 - google_genai-v1.49.0: google-genai==1.49.0 - google_genai-v1.60.0: google-genai==1.60.0 + google_genai-v1.40.0: google-genai==1.40.0 + google_genai-v1.51.0: google-genai==1.51.0 + google_genai-v1.61.0: google-genai==1.61.0 google_genai: pytest-asyncio huggingface_hub-v0.24.7: huggingface_hub==0.24.7 - huggingface_hub-v0.36.0: huggingface_hub==0.36.0 - huggingface_hub-v1.3.4: huggingface_hub==1.3.4 + huggingface_hub-v0.36.1: huggingface_hub==0.36.1 + huggingface_hub-v1.3.7: huggingface_hub==1.3.7 huggingface_hub: responses huggingface_hub: pytest-httpx litellm-v1.77.7: litellm==1.77.7 litellm-v1.78.7: litellm==1.78.7 litellm-v1.79.3: litellm==1.79.3 - litellm-v1.81.3: litellm==1.81.3 + litellm-v1.81.6: litellm==1.81.6 openai-base-v1.0.1: openai==1.0.1 openai-base-v1.109.1: openai==1.109.1 - openai-base-v2.15.0: openai==2.15.0 + openai-base-v2.16.0: openai==2.16.0 openai-base: pytest-asyncio openai-base: tiktoken openai-base-v1.0.1: httpx<0.28 openai-notiktoken-v1.0.1: openai==1.0.1 openai-notiktoken-v1.109.1: openai==1.109.1 - openai-notiktoken-v2.15.0: openai==2.15.0 + openai-notiktoken-v2.16.0: openai==2.16.0 openai-notiktoken: pytest-asyncio openai-notiktoken-v1.0.1: httpx<0.28 @@ -486,7 +486,7 @@ deps = boto3-v1.12.49: boto3==1.12.49 boto3-v1.21.46: boto3==1.21.46 boto3-v1.33.13: boto3==1.33.13 - boto3-v1.42.35: boto3==1.42.35 + boto3-v1.42.39: boto3==1.42.39 {py3.7,py3.8}-boto3: urllib3<2.0.0 chalice-v1.16.0: chalice==1.16.0 @@ -541,13 +541,13 @@ deps = statsig: typing_extensions unleash-v6.0.1: UnleashClient==6.0.1 - unleash-v6.5.0: UnleashClient==6.5.0 + unleash-v6.5.1: UnleashClient==6.5.1 # ~~~ GraphQL ~~~ ariadne-v0.20.1: ariadne==0.20.1 - ariadne-v0.27.0: ariadne==0.27.0 - ariadne-v0.28.0rc1: ariadne==0.28.0rc1 + ariadne-v0.27.1: ariadne==0.27.1 + ariadne-v0.28.0rc2: ariadne==0.28.0rc2 ariadne: fastapi ariadne: flask ariadne: httpx @@ -565,7 +565,7 @@ deps = {py3.6}-graphene: aiocontextvars strawberry-v0.209.8: strawberry-graphql[fastapi,flask]==0.209.8 - strawberry-v0.289.7: strawberry-graphql[fastapi,flask]==0.289.7 + strawberry-v0.291.0: strawberry-graphql[fastapi,flask]==0.291.0 strawberry: httpx strawberry-v0.209.8: pydantic<2.11 @@ -597,7 +597,7 @@ deps = # ~~~ Tasks ~~~ arq-v0.23: arq==0.23 - arq-v0.26.3: arq==0.26.3 + arq-v0.27.0: arq==0.27.0 arq: async-timeout arq: pytest-asyncio arq: fakeredis>=2.2.0,<2.8 @@ -788,7 +788,7 @@ deps = trytond-v4.8.18: trytond==4.8.18 trytond-v5.8.16: trytond==5.8.16 trytond-v6.8.17: trytond==6.8.17 - trytond-v7.8.3: trytond==7.8.3 + trytond-v7.8.4: trytond==7.8.4 trytond: werkzeug trytond-v4.6.22: werkzeug<1.0 trytond-v4.8.18: werkzeug<1.0 From 8fd735b5e047ceaf2b9c335a7c10462c12365ec4 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Tue, 3 Feb 2026 11:25:50 +0100 Subject: [PATCH 23/53] fix(openai): Token reporting (#5406) Count tokens in the case that the `content` field of an item in Completions or Responses input schemas contains a list of dictionaries. Only affects the fallback when `tiktoken` is used to estimate token use. --- sentry_sdk/ai/_openai_completions_api.py | 36 ++++++++++++++++++------ sentry_sdk/integrations/openai.py | 14 +++++++-- tests/integrations/openai/test_openai.py | 8 +++--- 3 files changed, 42 insertions(+), 16 deletions(-) diff --git a/sentry_sdk/ai/_openai_completions_api.py b/sentry_sdk/ai/_openai_completions_api.py index 8150925b21..2902af304b 100644 --- a/sentry_sdk/ai/_openai_completions_api.py +++ b/sentry_sdk/ai/_openai_completions_api.py @@ -4,10 +4,12 @@ if TYPE_CHECKING: from sentry_sdk._types import TextPart + from typing import Union from openai.types.chat import ( ChatCompletionMessageParam, ChatCompletionSystemMessageParam, + ChatCompletionContentPartParam, ) @@ -24,6 +26,25 @@ def _get_system_instructions( return [message for message in messages if _is_system_instruction(message)] +def _get_text_items( + content: "Union[str, Iterable[ChatCompletionContentPartParam]]", +) -> "list[str]": + if isinstance(content, str): + return [content] + + if not isinstance(content, Iterable): + return [] + + text_items = [] + for part in content: + if isinstance(part, dict) and part.get("type") == "text": + text = part.get("text", None) + if text is not None: + text_items.append(text) + + return text_items + + def _transform_system_instructions( system_instructions: "list[ChatCompletionSystemMessageParam]", ) -> "list[TextPart]": @@ -34,15 +55,12 @@ def _transform_system_instructions( continue content = instruction.get("content") + if content is None: + continue - if isinstance(content, str): - instruction_text_parts.append({"type": "text", "content": content}) - - elif isinstance(content, list): - for part in content: - if isinstance(part, dict) and part.get("type") == "text": - text = part.get("text", None) - if text is not None: - instruction_text_parts.append({"type": "text", "content": text}) + text_parts: "list[TextPart]" = [ + {"type": "text", "content": text} for text in _get_text_items(content) + ] + instruction_text_parts += text_parts return instruction_text_parts diff --git a/sentry_sdk/integrations/openai.py b/sentry_sdk/integrations/openai.py index 081744bfd5..863f146a51 100644 --- a/sentry_sdk/integrations/openai.py +++ b/sentry_sdk/integrations/openai.py @@ -17,6 +17,7 @@ _is_system_instruction as _is_system_instruction_completions, _get_system_instructions as _get_system_instructions_completions, _transform_system_instructions, + _get_text_items, ) from sentry_sdk.ai._openai_responses_api import ( _is_system_instruction as _is_system_instruction_responses, @@ -181,10 +182,17 @@ def _calculate_token_usage( # Manually count tokens if input_tokens == 0: for message in messages or []: - if isinstance(message, dict) and "content" in message: - input_tokens += count_tokens(message["content"]) - elif isinstance(message, str): + if isinstance(message, str): input_tokens += count_tokens(message) + continue + elif isinstance(message, dict): + message_content = message.get("content") + if message_content is None: + continue + # Deliberate use of Completions function for both Completions and Responses input format. + text_items = _get_text_items(message_content) + input_tokens += sum(count_tokens(text) for text in text_items) + continue if output_tokens == 0: if streaming_message_responses is not None: diff --git a/tests/integrations/openai/test_openai.py b/tests/integrations/openai/test_openai.py index 3581a14bd7..e6b8509876 100644 --- a/tests/integrations/openai/test_openai.py +++ b/tests/integrations/openai/test_openai.py @@ -621,8 +621,8 @@ def test_streaming_chat_completion(sentry_init, capture_events, messages, reques assert span["data"]["gen_ai.usage.total_tokens"] == 9 else: assert span["data"]["gen_ai.usage.output_tokens"] == 2 - assert span["data"]["gen_ai.usage.input_tokens"] == 1 - assert span["data"]["gen_ai.usage.total_tokens"] == 3 + assert span["data"]["gen_ai.usage.input_tokens"] == 12 + assert span["data"]["gen_ai.usage.total_tokens"] == 14 except ImportError: pass # if tiktoken is not installed, we can't guarantee token usage will be calculated properly @@ -865,8 +865,8 @@ async def test_streaming_chat_completion_async( assert span["data"]["gen_ai.usage.total_tokens"] == 9 else: assert span["data"]["gen_ai.usage.output_tokens"] == 2 - assert span["data"]["gen_ai.usage.input_tokens"] == 1 - assert span["data"]["gen_ai.usage.total_tokens"] == 3 + assert span["data"]["gen_ai.usage.input_tokens"] == 12 + assert span["data"]["gen_ai.usage.total_tokens"] == 14 except ImportError: pass # if tiktoken is not installed, we can't guarantee token usage will be calculated properly From 1e655bad942ae4f272739826c6da181ed4ad02d0 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Tue, 3 Feb 2026 11:26:27 +0100 Subject: [PATCH 24/53] fix(openai-agents): Inject propagation headers for `HostedMCPTool` when streaming (#5405) --- .../openai_agents/patches/models.py | 14 ++ .../openai_agents/test_openai_agents.py | 149 +++++++++++++++++- 2 files changed, 162 insertions(+), 1 deletion(-) diff --git a/sentry_sdk/integrations/openai_agents/patches/models.py b/sentry_sdk/integrations/openai_agents/patches/models.py index 9b57a55f1f..7d0b9660b5 100644 --- a/sentry_sdk/integrations/openai_agents/patches/models.py +++ b/sentry_sdk/integrations/openai_agents/patches/models.py @@ -145,7 +145,21 @@ async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any": if len(args) > 1: span_kwargs["input"] = args[1] + hosted_tools = [] + if len(args) > 3: + mcp_tools = args[3] + + if mcp_tools is not None: + hosted_tools = [ + tool + for tool in mcp_tools + if isinstance(tool, HostedMCPTool) + ] + with ai_client_span(agent, span_kwargs) as span: + for hosted_tool in hosted_tools: + _inject_trace_propagation_headers(hosted_tool, span=span) + span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True) streaming_response = None diff --git a/tests/integrations/openai_agents/test_openai_agents.py b/tests/integrations/openai_agents/test_openai_agents.py index 4bf212b8f3..7e4f7faeb4 100644 --- a/tests/integrations/openai_agents/test_openai_agents.py +++ b/tests/integrations/openai_agents/test_openai_agents.py @@ -35,7 +35,13 @@ from agents.exceptions import MaxTurnsExceeded, ModelBehaviorError from agents.version import __version__ as OPENAI_AGENTS_VERSION -from openai.types.responses import Response, ResponseUsage +from openai.types.responses import ( + ResponseCreatedEvent, + ResponseTextDeltaEvent, + ResponseCompletedEvent, + Response, + ResponseUsage, +) from openai.types.responses.response_usage import ( InputTokensDetails, OutputTokensDetails, @@ -80,6 +86,63 @@ ) +async def EXAMPLE_STREAMED_RESPONSE(*args, **kwargs): + yield ResponseCreatedEvent( + response=Response( + id="chat-id", + output=[], + parallel_tool_calls=False, + tool_choice="none", + tools=[], + created_at=10000000, + model="response-model-id", + object="response", + ), + type="response.created", + sequence_number=0, + ) + + yield ResponseCompletedEvent( + response=Response( + id="chat-id", + output=[ + ResponseOutputMessage( + id="message-id", + content=[ + ResponseOutputText( + annotations=[], + text="the model response", + type="output_text", + ), + ], + role="assistant", + status="completed", + type="message", + ), + ], + parallel_tool_calls=False, + tool_choice="none", + tools=[], + created_at=10000000, + model="response-model-id", + object="response", + usage=ResponseUsage( + input_tokens=20, + input_tokens_details=InputTokensDetails( + cached_tokens=5, + ), + output_tokens=10, + output_tokens_details=OutputTokensDetails( + reasoning_tokens=8, + ), + total_tokens=30, + ), + ), + type="response.completed", + sequence_number=1, + ) + + @pytest.fixture def mock_usage(): return Usage( @@ -1172,6 +1235,90 @@ def simple_test_tool(message: str) -> str: assert ai_client_span2["data"]["gen_ai.usage.total_tokens"] == 25 +@pytest.mark.asyncio +async def test_hosted_mcp_tool_propagation_header_streamed(sentry_init, test_agent): + """ + Test responses API is given trace propagation headers with HostedMCPTool. + """ + + hosted_tool = HostedMCPTool( + tool_config={ + "type": "mcp", + "server_label": "test_server", + "server_url": "http://example.com/", + "headers": { + "baggage": "custom=data", + }, + }, + ) + + client = AsyncOpenAI(api_key="z") + client.responses._post = AsyncMock(return_value=EXAMPLE_RESPONSE) + + model = OpenAIResponsesModel(model="gpt-4", openai_client=client) + + agent_with_tool = test_agent.clone( + tools=[hosted_tool], + model=model, + ) + + sentry_init( + integrations=[OpenAIAgentsIntegration()], + traces_sample_rate=1.0, + release="d08ebdb9309e1b004c6f52202de58a09c2268e42", + ) + + with patch.object( + model._client.responses, + "create", + side_effect=EXAMPLE_STREAMED_RESPONSE, + ) as create, mock.patch( + "sentry_sdk.tracing_utils.Random.randrange", return_value=500000 + ): + with sentry_sdk.start_transaction( + name="/interactions/other-dogs/new-dog", + op="greeting.sniff", + trace_id="01234567890123456789012345678901", + ) as transaction: + result = agents.Runner.run_streamed( + agent_with_tool, + "Please use the simple test tool", + run_config=test_run_config, + ) + + async for event in result.stream_events(): + pass + + ai_client_span = transaction._span_recorder.spans[-1] + + args, kwargs = create.call_args + + assert "tools" in kwargs + assert len(kwargs["tools"]) == 1 + hosted_mcp_tool = kwargs["tools"][0] + + assert hosted_mcp_tool["headers"][ + "sentry-trace" + ] == "{trace_id}-{parent_span_id}-{sampled}".format( + trace_id=transaction.trace_id, + parent_span_id=ai_client_span.span_id, + sampled=1, + ) + + expected_outgoing_baggage = ( + "custom=data," + "sentry-trace_id=01234567890123456789012345678901," + "sentry-sample_rand=0.500000," + "sentry-environment=production," + "sentry-release=d08ebdb9309e1b004c6f52202de58a09c2268e42," + "sentry-transaction=/interactions/other-dogs/new-dog," + "sentry-sample_rate=1.0," + "sentry-sampled=true" + ) + + assert hosted_mcp_tool["headers"]["baggage"] == expected_outgoing_baggage + + @pytest.mark.asyncio async def test_hosted_mcp_tool_propagation_headers(sentry_init, test_agent): """ From 78c6011c7637e511f03ebfe4f7fd79755c4910f0 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Tue, 3 Feb 2026 11:31:17 +0100 Subject: [PATCH 25/53] fix(anthropic): Token reporting (#5403) Stop double accumulating tokens, as Anthropic returns cumulative tokens in its streaming chunks. Adapts logic from the Anthropic Python SDK, and introduces the `_RecordedUsage` class to mirror how Anthropic's SDK mutates a usage instance. --- sentry_sdk/integrations/anthropic.py | 132 ++++++++++-------- .../integrations/anthropic/test_anthropic.py | 42 +++--- 2 files changed, 97 insertions(+), 77 deletions(-) diff --git a/sentry_sdk/integrations/anthropic.py b/sentry_sdk/integrations/anthropic.py index 74ac71a399..b131e3381d 100644 --- a/sentry_sdk/integrations/anthropic.py +++ b/sentry_sdk/integrations/anthropic.py @@ -50,6 +50,13 @@ from sentry_sdk._types import TextPart +class _RecordedUsage: + output_tokens: int = 0 + input_tokens: int = 0 + cache_write_input_tokens: "Optional[int]" = 0 + cache_read_input_tokens: "Optional[int]" = 0 + + class AnthropicIntegration(Integration): identifier = "anthropic" origin = f"auto.ai.{identifier}" @@ -112,31 +119,15 @@ def _get_token_usage(result: "Messages") -> "tuple[int, int, int, int]": def _collect_ai_data( event: "MessageStreamEvent", model: "str | None", - input_tokens: int, - output_tokens: int, - cache_read_input_tokens: int, - cache_write_input_tokens: int, + usage: "_RecordedUsage", content_blocks: "list[str]", -) -> "tuple[str | None, int, int, int, int, list[str]]": +) -> "tuple[str | None, _RecordedUsage, list[str]]": """ Collect model information, token usage, and collect content blocks from the AI streaming response. """ with capture_internal_exceptions(): if hasattr(event, "type"): - if event.type == "message_start": - usage = event.message.usage - input_tokens += usage.input_tokens - output_tokens += usage.output_tokens - if hasattr(usage, "cache_read_input_tokens") and isinstance( - usage.cache_read_input_tokens, int - ): - cache_read_input_tokens += usage.cache_read_input_tokens - if hasattr(usage, "cache_creation_input_tokens") and isinstance( - usage.cache_creation_input_tokens, int - ): - cache_write_input_tokens += usage.cache_creation_input_tokens - model = event.message.model or model - elif event.type == "content_block_start": + if event.type == "content_block_start": pass elif event.type == "content_block_delta": if hasattr(event.delta, "text"): @@ -145,15 +136,60 @@ def _collect_ai_data( content_blocks.append(event.delta.partial_json) elif event.type == "content_block_stop": pass - elif event.type == "message_delta": - output_tokens += event.usage.output_tokens + + # Token counting logic mirrors anthropic SDK, which also extracts already accumulated tokens. + # https://github.com/anthropics/anthropic-sdk-python/blob/9c485f6966e10ae0ea9eabb3a921d2ea8145a25b/src/anthropic/lib/streaming/_messages.py#L433-L518 + if event.type == "message_start": + model = event.message.model or model + + incoming_usage = event.message.usage + usage.output_tokens = incoming_usage.output_tokens + usage.input_tokens = incoming_usage.input_tokens + + usage.cache_write_input_tokens = getattr( + incoming_usage, "cache_creation_input_tokens", None + ) + usage.cache_read_input_tokens = getattr( + incoming_usage, "cache_read_input_tokens", None + ) + + return ( + model, + usage, + content_blocks, + ) + + # Counterintuitive, but message_delta contains cumulative token counts :) + if event.type == "message_delta": + usage.output_tokens = event.usage.output_tokens + + # Update other usage fields if they exist in the event + input_tokens = getattr(event.usage, "input_tokens", None) + if input_tokens is not None: + usage.input_tokens = input_tokens + + cache_creation_input_tokens = getattr( + event.usage, "cache_creation_input_tokens", None + ) + if cache_creation_input_tokens is not None: + usage.cache_write_input_tokens = cache_creation_input_tokens + + cache_read_input_tokens = getattr( + event.usage, "cache_read_input_tokens", None + ) + if cache_read_input_tokens is not None: + usage.cache_read_input_tokens = cache_read_input_tokens + # TODO: Record event.usage.server_tool_use + + return ( + model, + usage, + content_blocks, + ) return ( model, - input_tokens, - output_tokens, - cache_read_input_tokens, - cache_write_input_tokens, + usage, content_blocks, ) @@ -414,27 +450,18 @@ def _sentry_patched_create_common(f: "Any", *args: "Any", **kwargs: "Any") -> "A def new_iterator() -> "Iterator[MessageStreamEvent]": model = None - input_tokens = 0 - output_tokens = 0 - cache_read_input_tokens = 0 - cache_write_input_tokens = 0 + usage = _RecordedUsage() content_blocks: "list[str]" = [] for event in old_iterator: ( model, - input_tokens, - output_tokens, - cache_read_input_tokens, - cache_write_input_tokens, + usage, content_blocks, ) = _collect_ai_data( event, model, - input_tokens, - output_tokens, - cache_read_input_tokens, - cache_write_input_tokens, + usage, content_blocks, ) yield event @@ -443,37 +470,28 @@ def new_iterator() -> "Iterator[MessageStreamEvent]": span=span, integration=integration, model=model, - input_tokens=input_tokens, - output_tokens=output_tokens, - cache_read_input_tokens=cache_read_input_tokens, - cache_write_input_tokens=cache_write_input_tokens, + input_tokens=usage.input_tokens, + output_tokens=usage.output_tokens, + cache_read_input_tokens=usage.cache_read_input_tokens, + cache_write_input_tokens=usage.cache_write_input_tokens, content_blocks=[{"text": "".join(content_blocks), "type": "text"}], finish_span=True, ) async def new_iterator_async() -> "AsyncIterator[MessageStreamEvent]": model = None - input_tokens = 0 - output_tokens = 0 - cache_read_input_tokens = 0 - cache_write_input_tokens = 0 + usage = _RecordedUsage() content_blocks: "list[str]" = [] async for event in old_iterator: ( model, - input_tokens, - output_tokens, - cache_read_input_tokens, - cache_write_input_tokens, + usage, content_blocks, ) = _collect_ai_data( event, model, - input_tokens, - output_tokens, - cache_read_input_tokens, - cache_write_input_tokens, + usage, content_blocks, ) yield event @@ -482,10 +500,10 @@ async def new_iterator_async() -> "AsyncIterator[MessageStreamEvent]": span=span, integration=integration, model=model, - input_tokens=input_tokens, - output_tokens=output_tokens, - cache_read_input_tokens=cache_read_input_tokens, - cache_write_input_tokens=cache_write_input_tokens, + input_tokens=usage.input_tokens, + output_tokens=usage.output_tokens, + cache_read_input_tokens=usage.cache_read_input_tokens, + cache_write_input_tokens=usage.cache_write_input_tokens, content_blocks=[{"text": "".join(content_blocks), "type": "text"}], finish_span=True, ) diff --git a/tests/integrations/anthropic/test_anthropic.py b/tests/integrations/anthropic/test_anthropic.py index 84d773e129..bf65cf3c05 100644 --- a/tests/integrations/anthropic/test_anthropic.py +++ b/tests/integrations/anthropic/test_anthropic.py @@ -49,6 +49,7 @@ async def __call__(self, *args, **kwargs): _set_output_data, _collect_ai_data, _transform_anthropic_content_block, + _RecordedUsage, ) from sentry_sdk.ai.utils import transform_content_part, transform_message_content from sentry_sdk.utils import package_version @@ -307,8 +308,8 @@ def test_streaming_create_message( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True @@ -412,8 +413,8 @@ async def test_streaming_create_message_async( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True @@ -546,8 +547,8 @@ def test_streaming_create_message_with_input_json_delta( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 366 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 51 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 417 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 41 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 407 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True @@ -688,8 +689,8 @@ async def test_streaming_create_message_with_input_json_delta_async( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 366 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 51 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 417 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 41 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 407 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True @@ -849,18 +850,19 @@ def test_collect_ai_data_with_input_json_delta(): type="content_block_delta", ) model = None - input_tokens = 10 - output_tokens = 20 + + usage = _RecordedUsage() + usage.output_tokens = 20 + usage.input_tokens = 10 + content_blocks = [] - model, new_input_tokens, new_output_tokens, _, _, new_content_blocks = ( - _collect_ai_data( - event, model, input_tokens, output_tokens, 0, 0, content_blocks - ) + model, new_usage, new_content_blocks = _collect_ai_data( + event, model, usage, content_blocks ) assert model is None - assert new_input_tokens == input_tokens - assert new_output_tokens == output_tokens + assert new_usage.input_tokens == usage.input_tokens + assert new_usage.output_tokens == usage.output_tokens assert new_content_blocks == ["test"] @@ -1345,8 +1347,8 @@ def test_streaming_create_message_with_system_prompt( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True @@ -1465,8 +1467,8 @@ async def test_streaming_create_message_with_system_prompt_async( assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"] assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 - assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30 - assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40 + assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 + assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20 assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True From 11d68ee48cb1f3b13cfba5f87a8e7f41c3064885 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Tue, 3 Feb 2026 13:28:25 +0100 Subject: [PATCH 26/53] fix(google-genai): Token reporting (#5404) Stop double accumulating tokens, as Gemini returns cumulative tokens in its streaming chunks. Takes an element-wise maximum to correctly count tokens when receiving a streaming response. The maximum accounts for that fact that some token types may be missing in intermediate chunks. --- .../integrations/google_genai/streaming.py | 57 ++++++++++--------- .../google_genai/test_google_genai.py | 23 +++----- 2 files changed, 38 insertions(+), 42 deletions(-) diff --git a/sentry_sdk/integrations/google_genai/streaming.py b/sentry_sdk/integrations/google_genai/streaming.py index 5bd8890d02..8649ce2ac0 100644 --- a/sentry_sdk/integrations/google_genai/streaming.py +++ b/sentry_sdk/integrations/google_genai/streaming.py @@ -1,10 +1,4 @@ -from typing import ( - TYPE_CHECKING, - Any, - List, - TypedDict, - Optional, -) +from typing import TYPE_CHECKING, Any, List, TypedDict, Optional, Union from sentry_sdk.ai.utils import set_data_normalized from sentry_sdk.consts import SPANDATA @@ -31,7 +25,21 @@ class AccumulatedResponse(TypedDict): text: str finish_reasons: "List[str]" tool_calls: "List[dict[str, Any]]" - usage_metadata: "UsageData" + usage_metadata: "Optional[UsageData]" + + +def element_wise_usage_max(self: "UsageData", other: "UsageData") -> "UsageData": + return UsageData( + input_tokens=max(self["input_tokens"], other["input_tokens"]), + output_tokens=max(self["output_tokens"], other["output_tokens"]), + input_tokens_cached=max( + self["input_tokens_cached"], other["input_tokens_cached"] + ), + output_tokens_reasoning=max( + self["output_tokens_reasoning"], other["output_tokens_reasoning"] + ), + total_tokens=max(self["total_tokens"], other["total_tokens"]), + ) def accumulate_streaming_response( @@ -41,11 +49,7 @@ def accumulate_streaming_response( accumulated_text = [] finish_reasons = [] tool_calls = [] - total_input_tokens = 0 - total_output_tokens = 0 - total_tokens = 0 - total_cached_tokens = 0 - total_reasoning_tokens = 0 + usage_data = None response_id = None model = None @@ -68,25 +72,21 @@ def accumulate_streaming_response( if extracted_tool_calls: tool_calls.extend(extracted_tool_calls) - # Accumulate token usage - extracted_usage_data = extract_usage_data(chunk) - total_input_tokens += extracted_usage_data["input_tokens"] - total_output_tokens += extracted_usage_data["output_tokens"] - total_cached_tokens += extracted_usage_data["input_tokens_cached"] - total_reasoning_tokens += extracted_usage_data["output_tokens_reasoning"] - total_tokens += extracted_usage_data["total_tokens"] + # Use last possible chunk, in case of interruption, and + # gracefully handle missing intermediate tokens by taking maximum + # with previous token reporting. + chunk_usage_data = extract_usage_data(chunk) + usage_data = ( + chunk_usage_data + if usage_data is None + else element_wise_usage_max(usage_data, chunk_usage_data) + ) accumulated_response = AccumulatedResponse( text="".join(accumulated_text), finish_reasons=finish_reasons, tool_calls=tool_calls, - usage_metadata=UsageData( - input_tokens=total_input_tokens, - output_tokens=total_output_tokens, - input_tokens_cached=total_cached_tokens, - output_tokens_reasoning=total_reasoning_tokens, - total_tokens=total_tokens, - ), + usage_metadata=usage_data, id=response_id, model=model, ) @@ -126,6 +126,9 @@ def set_span_data_for_streaming_response( if accumulated_response.get("model"): span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, accumulated_response["model"]) + if accumulated_response["usage_metadata"] is None: + return + if accumulated_response["usage_metadata"]["input_tokens"]: span.set_data( SPANDATA.GEN_AI_USAGE_INPUT_TOKENS, diff --git a/tests/integrations/google_genai/test_google_genai.py b/tests/integrations/google_genai/test_google_genai.py index 37ba50420f..7510115bfa 100644 --- a/tests/integrations/google_genai/test_google_genai.py +++ b/tests/integrations/google_genai/test_google_genai.py @@ -452,13 +452,13 @@ def test_streaming_generate_content(sentry_init, capture_events, mock_genai_clie "usageMetadata": { "promptTokenCount": 10, "candidatesTokenCount": 2, - "totalTokenCount": 12, # Not set in intermediate chunks + "totalTokenCount": 12, }, "responseId": "response-id-stream-123", "modelVersion": "gemini-1.5-flash", } - # Chunk 2: Second part of text with more usage metadata + # Chunk 2: Second part of text with intermediate usage metadata chunk2_json = { "candidates": [ { @@ -545,25 +545,18 @@ def test_streaming_generate_content(sentry_init, capture_events, mock_genai_clie assert chat_span["data"][SPANDATA.GEN_AI_RESPONSE_FINISH_REASONS] == "STOP" assert invoke_span["data"][SPANDATA.GEN_AI_RESPONSE_FINISH_REASONS] == "STOP" - # Verify token counts - should reflect accumulated values - # Input tokens: max of all chunks = 10 - assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 30 - assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 30 + assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 + assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10 - # Output tokens: candidates (2 + 3 + 7 = 12) + reasoning (3) = 15 - # Note: output_tokens includes both candidates and reasoning tokens - assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 15 - assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 15 + assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 + assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10 - # Total tokens: from the last chunk - assert chat_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 50 - assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 50 + assert chat_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 25 + assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 25 - # Cached tokens: max of all chunks = 5 assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS_CACHED] == 5 assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS_CACHED] == 5 - # Reasoning tokens: sum of thoughts_token_count = 3 assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS_REASONING] == 3 assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS_REASONING] == 3 From d2b7d5eadfd9265d746b77d5bf082440c53782a5 Mon Sep 17 00:00:00 2001 From: Fabian Schindler Date: Tue, 3 Feb 2026 15:03:18 +0100 Subject: [PATCH 27/53] feat(integration): add `gen_ai.conversation.id` if available (#5307) ### Description Closes https://linear.app/getsentry/issue/TET-1721/openai-agents-add-gen-aiconversationid --------- Co-authored-by: Alexander Alderman Webb --- sentry_sdk/consts.py | 6 + .../openai_agents/patches/models.py | 6 +- .../openai_agents/patches/runner.py | 21 +- .../openai_agents/spans/ai_client.py | 7 + .../openai_agents/spans/execute_tool.py | 5 + .../openai_agents/spans/handoff.py | 5 + .../openai_agents/spans/invoke_agent.py | 5 + .../openai_agents/test_openai_agents.py | 191 ++++++++++++++++++ 8 files changed, 243 insertions(+), 3 deletions(-) diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py index f294414edf..c9153a937f 100644 --- a/sentry_sdk/consts.py +++ b/sentry_sdk/consts.py @@ -465,6 +465,12 @@ class SPANDATA: Example: "ResearchAssistant" """ + GEN_AI_CONVERSATION_ID = "gen_ai.conversation.id" + """ + The unique identifier for the conversation/thread with the AI model. + Example: "conv_abc123" + """ + GEN_AI_CHOICE = "gen_ai.choice" """ The model's response message. diff --git a/sentry_sdk/integrations/openai_agents/patches/models.py b/sentry_sdk/integrations/openai_agents/patches/models.py index 7d0b9660b5..b6a69ae9f7 100644 --- a/sentry_sdk/integrations/openai_agents/patches/models.py +++ b/sentry_sdk/integrations/openai_agents/patches/models.py @@ -125,7 +125,7 @@ async def wrapped_get_response(*args: "Any", **kwargs: "Any") -> "Any": delattr(agent, "_sentry_response_model") _set_response_model_on_agent_span(agent, response_model) - update_ai_client_span(span, result, response_model) + update_ai_client_span(span, result, response_model, agent) return result @@ -190,7 +190,9 @@ async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any": else None ) _set_response_model_on_agent_span(agent, response_model) - update_ai_client_span(span, streaming_response) + update_ai_client_span( + span, streaming_response, response_model, agent + ) model.stream_response = wrapped_stream_response diff --git a/sentry_sdk/integrations/openai_agents/patches/runner.py b/sentry_sdk/integrations/openai_agents/patches/runner.py index fd3bc284e9..b561500495 100644 --- a/sentry_sdk/integrations/openai_agents/patches/runner.py +++ b/sentry_sdk/integrations/openai_agents/patches/runner.py @@ -2,6 +2,7 @@ from functools import wraps import sentry_sdk +from sentry_sdk.consts import SPANDATA from sentry_sdk.integrations import DidNotEnable from sentry_sdk.utils import capture_internal_exceptions, reraise @@ -34,7 +35,16 @@ async def wrapper(*args: "Any", **kwargs: "Any") -> "Any": with sentry_sdk.isolation_scope(): # Clone agent because agent invocation spans are attached per run. agent = args[0].clone() - with agent_workflow_span(agent): + + with agent_workflow_span(agent) as workflow_span: + # Set conversation ID on workflow span early so it's captured even on errors + conversation_id = kwargs.get("conversation_id") + if conversation_id: + agent._sentry_conversation_id = conversation_id + workflow_span.set_data( + SPANDATA.GEN_AI_CONVERSATION_ID, conversation_id + ) + args = (agent, *args[1:]) try: run_result = await original_func(*args, **kwargs) @@ -91,10 +101,19 @@ def wrapper(*args: "Any", **kwargs: "Any") -> "Any": # Clone agent because agent invocation spans are attached per run. agent = args[0].clone() + # Capture conversation_id from kwargs if provided + conversation_id = kwargs.get("conversation_id") + if conversation_id: + agent._sentry_conversation_id = conversation_id + # Start workflow span immediately (before run_streamed returns) workflow_span = agent_workflow_span(agent) workflow_span.__enter__() + # Set conversation ID on workflow span early so it's captured even on errors + if conversation_id: + workflow_span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conversation_id) + # Store span on agent for cleanup agent._sentry_workflow_span = workflow_span diff --git a/sentry_sdk/integrations/openai_agents/spans/ai_client.py b/sentry_sdk/integrations/openai_agents/spans/ai_client.py index c099f133f4..57244a6992 100644 --- a/sentry_sdk/integrations/openai_agents/spans/ai_client.py +++ b/sentry_sdk/integrations/openai_agents/spans/ai_client.py @@ -46,6 +46,7 @@ def update_ai_client_span( span: "sentry_sdk.tracing.Span", response: "Any", response_model: "Optional[str]" = None, + agent: "Optional[Agent]" = None, ) -> None: """Update AI client span with response data (works for streaming and non-streaming).""" if hasattr(response, "usage") and response.usage: @@ -59,3 +60,9 @@ def update_ai_client_span( span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, response_model) elif hasattr(response, "model") and response.model: span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, str(response.model)) + + # Set conversation ID from agent if available + if agent: + conv_id = getattr(agent, "_sentry_conversation_id", None) + if conv_id: + span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id) diff --git a/sentry_sdk/integrations/openai_agents/spans/execute_tool.py b/sentry_sdk/integrations/openai_agents/spans/execute_tool.py index aa89da1610..e12dce4e3e 100644 --- a/sentry_sdk/integrations/openai_agents/spans/execute_tool.py +++ b/sentry_sdk/integrations/openai_agents/spans/execute_tool.py @@ -51,3 +51,8 @@ def update_execute_tool_span( if should_send_default_pii(): span.set_data(SPANDATA.GEN_AI_TOOL_OUTPUT, result) + + # Add conversation ID from agent + conv_id = getattr(agent, "_sentry_conversation_id", None) + if conv_id: + span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id) diff --git a/sentry_sdk/integrations/openai_agents/spans/handoff.py b/sentry_sdk/integrations/openai_agents/spans/handoff.py index c514505b17..e4e02e9ec4 100644 --- a/sentry_sdk/integrations/openai_agents/spans/handoff.py +++ b/sentry_sdk/integrations/openai_agents/spans/handoff.py @@ -18,3 +18,8 @@ def handoff_span( origin=SPAN_ORIGIN, ) as span: span.set_data(SPANDATA.GEN_AI_OPERATION_NAME, "handoff") + + # Add conversation ID from agent + conv_id = getattr(from_agent, "_sentry_conversation_id", None) + if conv_id: + span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id) diff --git a/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py b/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py index c3a3a04dc9..27f9fdab25 100644 --- a/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py +++ b/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py @@ -95,6 +95,11 @@ def update_invoke_agent_span( span, SPANDATA.GEN_AI_RESPONSE_TEXT, output, unpack=False ) + # Add conversation ID from agent + conv_id = getattr(agent, "_sentry_conversation_id", None) + if conv_id: + span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id) + span.__exit__(None, None, None) delattr(context, "_sentry_agent_span") diff --git a/tests/integrations/openai_agents/test_openai_agents.py b/tests/integrations/openai_agents/test_openai_agents.py index 7e4f7faeb4..292a3459a5 100644 --- a/tests/integrations/openai_agents/test_openai_agents.py +++ b/tests/integrations/openai_agents/test_openai_agents.py @@ -2857,3 +2857,194 @@ def mock_get_model(agent, run_config): # Verify streaming flag is set assert chat_span._data.get(SPANDATA.GEN_AI_RESPONSE_STREAMING) is True + + +@pytest.mark.skipif( + parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0), + reason="conversation_id support requires openai-agents >= 0.4.0", +) +@pytest.mark.asyncio +async def test_conversation_id_on_all_spans( + sentry_init, capture_events, test_agent, mock_model_response +): + """ + Test that gen_ai.conversation.id is set on all AI-related spans when passed to Runner.run(). + """ + + with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}): + with patch( + "agents.models.openai_responses.OpenAIResponsesModel.get_response" + ) as mock_get_response: + mock_get_response.return_value = mock_model_response + + sentry_init( + integrations=[OpenAIAgentsIntegration()], + traces_sample_rate=1.0, + ) + + events = capture_events() + + result = await agents.Runner.run( + test_agent, + "Test input", + run_config=test_run_config, + conversation_id="conv_test_123", + ) + + assert result is not None + + (transaction,) = events + spans = transaction["spans"] + invoke_agent_span, ai_client_span = spans + + # Verify workflow span (transaction) has conversation_id + assert ( + transaction["contexts"]["trace"]["data"]["gen_ai.conversation.id"] + == "conv_test_123" + ) + + # Verify invoke_agent span has conversation_id + assert invoke_agent_span["data"]["gen_ai.conversation.id"] == "conv_test_123" + + # Verify ai_client span has conversation_id + assert ai_client_span["data"]["gen_ai.conversation.id"] == "conv_test_123" + + +@pytest.mark.skipif( + parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0), + reason="conversation_id support requires openai-agents >= 0.4.0", +) +@pytest.mark.asyncio +async def test_conversation_id_on_tool_span(sentry_init, capture_events, test_agent): + """ + Test that gen_ai.conversation.id is set on tool execution spans when passed to Runner.run(). + """ + + @agents.function_tool + def simple_tool(message: str) -> str: + """A simple tool""" + return f"Result: {message}" + + agent_with_tool = test_agent.clone(tools=[simple_tool]) + + with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}): + with patch( + "agents.models.openai_responses.OpenAIResponsesModel.get_response" + ) as mock_get_response: + tool_call = ResponseFunctionToolCall( + id="call_123", + call_id="call_123", + name="simple_tool", + type="function_call", + arguments='{"message": "hello"}', + ) + + tool_response = ModelResponse( + output=[tool_call], + usage=Usage( + requests=1, input_tokens=10, output_tokens=5, total_tokens=15 + ), + response_id="resp_tool_456", + ) + + final_response = ModelResponse( + output=[ + ResponseOutputMessage( + id="msg_final", + type="message", + status="completed", + content=[ + ResponseOutputText( + text="Done", + type="output_text", + annotations=[], + ) + ], + role="assistant", + ) + ], + usage=Usage( + requests=1, input_tokens=15, output_tokens=10, total_tokens=25 + ), + response_id="resp_final_789", + ) + + mock_get_response.side_effect = [tool_response, final_response] + + sentry_init( + integrations=[OpenAIAgentsIntegration()], + traces_sample_rate=1.0, + ) + + events = capture_events() + + await agents.Runner.run( + agent_with_tool, + "Use the tool", + run_config=test_run_config, + conversation_id="conv_tool_test_456", + ) + + (transaction,) = events + spans = transaction["spans"] + + # Find the tool span + tool_span = None + for span in spans: + if span.get("description", "").startswith("execute_tool"): + tool_span = span + break + + assert tool_span is not None + # Tool span should have the conversation_id passed to Runner.run() + assert tool_span["data"]["gen_ai.conversation.id"] == "conv_tool_test_456" + + # Workflow span (transaction) should have the same conversation_id + assert ( + transaction["contexts"]["trace"]["data"]["gen_ai.conversation.id"] + == "conv_tool_test_456" + ) + + +@pytest.mark.skipif( + parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0), + reason="conversation_id support requires openai-agents >= 0.4.0", +) +@pytest.mark.asyncio +async def test_no_conversation_id_when_not_provided( + sentry_init, capture_events, test_agent, mock_model_response +): + """ + Test that gen_ai.conversation.id is not set when not passed to Runner.run(). + """ + + with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}): + with patch( + "agents.models.openai_responses.OpenAIResponsesModel.get_response" + ) as mock_get_response: + mock_get_response.return_value = mock_model_response + + sentry_init( + integrations=[OpenAIAgentsIntegration()], + traces_sample_rate=1.0, + ) + + events = capture_events() + + # Don't pass conversation_id + result = await agents.Runner.run( + test_agent, "Test input", run_config=test_run_config + ) + + assert result is not None + + (transaction,) = events + spans = transaction["spans"] + invoke_agent_span, ai_client_span = spans + + # Verify conversation_id is NOT set on any spans + assert "gen_ai.conversation.id" not in transaction["contexts"]["trace"].get( + "data", {} + ) + assert "gen_ai.conversation.id" not in invoke_agent_span.get("data", {}) + assert "gen_ai.conversation.id" not in ai_client_span.get("data", {}) From 2ffa86567284edb98dc1f2fa2cf71bd1c9966589 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Wed, 4 Feb 2026 11:32:40 +0100 Subject: [PATCH 28/53] ci: Fix lint step (#5418) Not entirely sure why this is surfacing in CI and not locally, but fixing it. --- tests/test_client.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/test_client.py b/tests/test_client.py index 043c7c6ae5..96ebcf1790 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -1295,7 +1295,9 @@ def raise_exception(self) -> None: ), # If sampler returns invalid value, we should still send the event IssuesSamplerTestConfig( - sampler_function=lambda *_: "This is an invalid return value for the sampler", + sampler_function=lambda *_: ( + "This is an invalid return value for the sampler" + ), expected_events=1, ), ), From 78eca96e1d3c2b5fb4b89261048ca52f1d680e57 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Wed, 4 Feb 2026 12:34:23 +0100 Subject: [PATCH 29/53] fix: Fix list attribute type (#5417) List attributes should be sent over the wire with `type: array` instead of specialized `integer[]`, `string[]` etc. types. We might support non-homogenous arrays in the future. --- sentry_sdk/_types.py | 5 +---- sentry_sdk/utils.py | 13 +++---------- tests/test_logs.py | 8 ++++---- tests/test_metrics.py | 8 ++++---- 4 files changed, 12 insertions(+), 22 deletions(-) diff --git a/sentry_sdk/_types.py b/sentry_sdk/_types.py index ecb8abcd10..e5f791fdf0 100644 --- a/sentry_sdk/_types.py +++ b/sentry_sdk/_types.py @@ -241,10 +241,7 @@ class SDKInfo(TypedDict): "boolean", "double", "integer", - "string[]", - "boolean[]", - "double[]", - "integer[]", + "array", ], "value": AttributeValue, }, diff --git a/sentry_sdk/utils.py b/sentry_sdk/utils.py index 2fbca486de..79ef5a2cef 100644 --- a/sentry_sdk/utils.py +++ b/sentry_sdk/utils.py @@ -2097,19 +2097,12 @@ def serialize_attribute(val: "AttributeValue") -> "SerializedAttributeValue": if isinstance(val, list): if not val: - return {"value": [], "type": "string[]"} + return {"value": [], "type": "array"} # Only lists of elements of a single type are supported - list_types: 'dict[type, Literal["string[]", "integer[]", "double[]", "boolean[]"]]' = { - str: "string[]", - int: "integer[]", - float: "double[]", - bool: "boolean[]", - } - ty = type(val[0]) - if ty in list_types and all(type(v) is ty for v in val): - return {"value": val, "type": list_types[ty]} + if ty in (int, str, bool, float) and all(type(v) is ty for v in val): + return {"value": val, "type": "array"} # Coerce to string if we don't know what to do with the value. This should # never happen as we pre-format early in format_attribute, but let's be safe. diff --git a/tests/test_logs.py b/tests/test_logs.py index 386e22658e..d9c8a79f8c 100644 --- a/tests/test_logs.py +++ b/tests/test_logs.py @@ -692,11 +692,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes): assert serialized_attributes["string_list"] == { "value": ["value1", "value2"], - "type": "string[]", + "type": "array", } assert serialized_attributes["int_tuple"] == { "value": [3, 2, 1, 4], - "type": "integer[]", + "type": "array", } assert serialized_attributes["inhomogeneous_tuple"] == { "value": "(3, 2.0, 1, 4)", @@ -705,11 +705,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes): assert serialized_attributes["float_list"] == { "value": [3.0, 3.5, 4.2], - "type": "double[]", + "type": "array", } assert serialized_attributes["bool_tuple"] == { "value": [False, False, True], - "type": "boolean[]", + "type": "array", } assert serialized_attributes["inhomogeneous_list"] == { "value": "[3.2, True, None]", diff --git a/tests/test_metrics.py b/tests/test_metrics.py index 185c1c594d..ada50d645d 100644 --- a/tests/test_metrics.py +++ b/tests/test_metrics.py @@ -425,11 +425,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes): assert serialized_attributes["string_list.attribute"] == { "value": ["value1", "value2"], - "type": "string[]", + "type": "array", } assert serialized_attributes["int_tuple.attribute"] == { "value": [3, 2, 1, 4], - "type": "integer[]", + "type": "array", } assert serialized_attributes["inhomogeneous_tuple.attribute"] == { "value": "(3, 2.0, 1, 4)", @@ -438,11 +438,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes): assert serialized_attributes["float_list.attribute"] == { "value": [3.0, 3.5, 4.2], - "type": "double[]", + "type": "array", } assert serialized_attributes["bool_tuple.attribute"] == { "value": [False, False, True], - "type": "boolean[]", + "type": "array", } assert serialized_attributes["inhomogeneous_list.attribute"] == { "value": "[3.2, True, None]", From 656a5c26b83083df833528a56aa591d8480bc096 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Wed, 4 Feb 2026 14:04:23 +0100 Subject: [PATCH 30/53] Revert "feat(ai): Add original input length meta attribute (#5375)" (#5419) This reverts commit 003cb7356802588a9198c1af36d2739ff1495a71. --- sentry_sdk/ai/utils.py | 3 --- sentry_sdk/consts.py | 8 -------- tests/integrations/anthropic/test_anthropic.py | 2 -- tests/integrations/google_genai/test_google_genai.py | 1 - tests/integrations/langchain/test_langchain.py | 2 -- tests/integrations/langgraph/test_langgraph.py | 2 -- tests/integrations/litellm/test_litellm.py | 2 -- tests/integrations/openai/test_openai.py | 3 --- 8 files changed, 23 deletions(-) diff --git a/sentry_sdk/ai/utils.py b/sentry_sdk/ai/utils.py index 684b7323da..5acc501172 100644 --- a/sentry_sdk/ai/utils.py +++ b/sentry_sdk/ai/utils.py @@ -14,7 +14,6 @@ import sentry_sdk from sentry_sdk.utils import logger -from sentry_sdk.consts import SPANDATA MAX_GEN_AI_MESSAGE_BYTES = 20_000 # 20KB # Maximum characters when only a single message is left after bytes truncation @@ -699,8 +698,6 @@ def truncate_and_annotate_messages( if len(messages) > 1: scope._gen_ai_original_message_count[span.span_id] = len(messages) - span.set_data(SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH, len(messages)) - return [truncated_message] diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py index c9153a937f..a889e2b470 100644 --- a/sentry_sdk/consts.py +++ b/sentry_sdk/consts.py @@ -876,14 +876,6 @@ class SPANDATA: Example: "a1b2c3d4e5f6" """ - META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH = ( - "sentry.sdk_meta.gen_ai.input.messages.original_length" - ) - """ - The original number of input non-system instruction messages, before SDK trimming. - Example: 4 - """ - class SPANSTATUS: """ diff --git a/tests/integrations/anthropic/test_anthropic.py b/tests/integrations/anthropic/test_anthropic.py index bf65cf3c05..49164adf32 100644 --- a/tests/integrations/anthropic/test_anthropic.py +++ b/tests/integrations/anthropic/test_anthropic.py @@ -1012,7 +1012,6 @@ def test_anthropic_message_truncation(sentry_init, capture_events): assert len(parsed_messages) == 1 assert "small message 5" in str(parsed_messages[0]) - assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5 assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5 @@ -1064,7 +1063,6 @@ async def test_anthropic_message_truncation_async(sentry_init, capture_events): assert len(parsed_messages) == 1 assert "small message 5" in str(parsed_messages[0]) - assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5 assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5 diff --git a/tests/integrations/google_genai/test_google_genai.py b/tests/integrations/google_genai/test_google_genai.py index 7510115bfa..7448dd630a 100644 --- a/tests/integrations/google_genai/test_google_genai.py +++ b/tests/integrations/google_genai/test_google_genai.py @@ -983,7 +983,6 @@ def test_google_genai_message_truncation( assert parsed_messages[0]["role"] == "user" assert small_content in parsed_messages[0]["content"] - assert invoke_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 2 assert ( event["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 2 ) diff --git a/tests/integrations/langchain/test_langchain.py b/tests/integrations/langchain/test_langchain.py index 58cc16cdd7..8a8d646113 100644 --- a/tests/integrations/langchain/test_langchain.py +++ b/tests/integrations/langchain/test_langchain.py @@ -1070,8 +1070,6 @@ def test_langchain_message_truncation(sentry_init, capture_events): assert isinstance(parsed_messages, list) assert len(parsed_messages) == 1 assert "small message 5" in str(parsed_messages[0]) - - assert llm_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5 assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5 diff --git a/tests/integrations/langgraph/test_langgraph.py b/tests/integrations/langgraph/test_langgraph.py index 9ccd84309f..2a385d8a78 100644 --- a/tests/integrations/langgraph/test_langgraph.py +++ b/tests/integrations/langgraph/test_langgraph.py @@ -1384,6 +1384,4 @@ def original_invoke(self, *args, **kwargs): assert isinstance(parsed_messages, list) assert len(parsed_messages) == 1 assert "small message 5" in str(parsed_messages[0]) - - assert invoke_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5 assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5 diff --git a/tests/integrations/litellm/test_litellm.py b/tests/integrations/litellm/test_litellm.py index 06772342ab..ef129c6cfd 100644 --- a/tests/integrations/litellm/test_litellm.py +++ b/tests/integrations/litellm/test_litellm.py @@ -754,8 +754,6 @@ def test_litellm_message_truncation(sentry_init, capture_events): assert isinstance(parsed_messages, list) assert len(parsed_messages) == 1 assert "small message 5" in str(parsed_messages[0]) - - assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5 assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5 diff --git a/tests/integrations/openai/test_openai.py b/tests/integrations/openai/test_openai.py index e6b8509876..094b659b2c 100644 --- a/tests/integrations/openai/test_openai.py +++ b/tests/integrations/openai/test_openai.py @@ -1607,7 +1607,6 @@ def test_ai_client_span_responses_api( "gen_ai.usage.total_tokens": 30, "gen_ai.request.model": "gpt-4o", "gen_ai.response.text": "the model response", - "sentry.sdk_meta.gen_ai.input.messages.original_length": 1, "thread.id": mock.ANY, "thread.name": mock.ANY, } @@ -1911,7 +1910,6 @@ async def test_ai_client_span_responses_async_api( "gen_ai.usage.output_tokens.reasoning": 8, "gen_ai.usage.total_tokens": 30, "gen_ai.response.text": "the model response", - "sentry.sdk_meta.gen_ai.input.messages.original_length": 1, "thread.id": mock.ANY, "thread.name": mock.ANY, } @@ -2179,7 +2177,6 @@ async def test_ai_client_span_streaming_responses_async_api( "gen_ai.usage.total_tokens": 30, "gen_ai.request.model": "gpt-4o", "gen_ai.response.text": "the model response", - "sentry.sdk_meta.gen_ai.input.messages.original_length": 1, "thread.id": mock.ANY, "thread.name": mock.ANY, } From bf0a683137015c9e866782fd87a785addf1f1da8 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Wed, 4 Feb 2026 14:10:31 +0100 Subject: [PATCH 31/53] fix(mcp): Handle all awaitable return types (#5415) The `mcp.tool.result.content` attribute now holds the awaited return value of the registered handler, in the case that the value is awaitable but not a coroutine function. Consolidates the asynchronous and synchronous handler wrappers. --- sentry_sdk/integrations/mcp.py | 127 ++++----------------------------- 1 file changed, 15 insertions(+), 112 deletions(-) diff --git a/sentry_sdk/integrations/mcp.py b/sentry_sdk/integrations/mcp.py index 47fda272b7..983aa041ca 100644 --- a/sentry_sdk/integrations/mcp.py +++ b/sentry_sdk/integrations/mcp.py @@ -352,19 +352,20 @@ def _prepare_handler_data( ) -async def _async_handler_wrapper( +async def _handler_wrapper( handler_type: str, func: "Callable[..., Any]", original_args: "tuple[Any, ...]", original_kwargs: "Optional[dict[str, Any]]" = None, self: "Optional[Any]" = None, + force_await: bool = True, ) -> "Any": """ - Async wrapper for MCP handlers. + Wrapper for MCP handlers. Args: handler_type: "tool", "prompt", or "resource" - func: The async handler function to wrap + func: The handler function to wrap original_args: Original arguments passed to the handler original_kwargs: Original keyword arguments passed to the handler self: Optional instance for bound methods @@ -421,73 +422,11 @@ async def _async_handler_wrapper( # Execute the async handler if self is not None: original_args = (self, *original_args) - result = await func(*original_args, **original_kwargs) - except Exception as e: - # Set error flag for tools - if handler_type == "tool": - span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True) - sentry_sdk.capture_exception(e) - raise - - _set_span_output_data(span, result, result_data_key, handler_type) - return result - -def _sync_handler_wrapper( - handler_type: str, func: "Callable[..., Any]", original_args: "tuple[Any, ...]" -) -> "Any": - """ - Sync wrapper for MCP handlers. + result = func(*original_args, **original_kwargs) + if force_await or inspect.isawaitable(result): + result = await result - Args: - handler_type: "tool", "prompt", or "resource" - func: The sync handler function to wrap - original_args: Original arguments passed to the handler - """ - ( - handler_name, - arguments, - span_data_key, - span_name, - mcp_method_name, - result_data_key, - ) = _prepare_handler_data(handler_type, original_args) - - # Start span and execute - with get_start_span_function()( - op=OP.MCP_SERVER, - name=span_name, - origin=MCPIntegration.origin, - ) as span: - # Get request ID, session ID, and transport from context - request_id, session_id, mcp_transport = _get_request_context_data() - - # Set input span data - _set_span_input_data( - span, - handler_name, - span_data_key, - mcp_method_name, - arguments, - request_id, - session_id, - mcp_transport, - ) - - # For resources, extract and set protocol - if handler_type == "resource": - uri = original_args[0] - protocol = None - if hasattr(uri, "scheme"): - protocol = uri.scheme - elif handler_name and "://" in handler_name: - protocol = handler_name.split("://")[0] - if protocol: - span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol) - - try: - # Execute the sync handler - result = func(*original_args) except Exception as e: # Set error flag for tools if handler_type == "tool": @@ -499,41 +438,6 @@ def _sync_handler_wrapper( return result -def _create_instrumented_handler( - handler_type: str, func: "Callable[..., Any]" -) -> "Callable[..., Any]": - """ - Create an instrumented version of a handler function (async or sync). - - This function wraps the user's handler with a runtime wrapper that will create - Sentry spans and capture metrics when the handler is actually called. - - The wrapper preserves the async/sync nature of the original function, which is - critical for Python's async/await to work correctly. - - Args: - handler_type: "tool", "prompt", or "resource" - determines span configuration - func: The handler function to instrument (async or sync) - - Returns: - A wrapped version of func that creates Sentry spans on execution - """ - if inspect.iscoroutinefunction(func): - - @wraps(func) - async def async_wrapper(*args: "Any") -> "Any": - return await _async_handler_wrapper(handler_type, func, args) - - return async_wrapper - else: - - @wraps(func) - def sync_wrapper(*args: "Any") -> "Any": - return _sync_handler_wrapper(handler_type, func, args) - - return sync_wrapper - - def _create_instrumented_decorator( original_decorator: "Callable[..., Any]", handler_type: str, @@ -547,8 +451,7 @@ def _create_instrumented_decorator( Sentry instrumentation into the handler registration flow. The returned decorator will: 1. Receive the user's handler function - 2. Wrap it with instrumentation via _create_instrumented_handler - 3. Pass the instrumented version to the original MCP decorator + 2. Pass the instrumented version to the original MCP decorator This ensures that when the handler is called at runtime, it's already wrapped with Sentry spans and metrics collection. @@ -564,12 +467,12 @@ def _create_instrumented_decorator( """ def instrumented_decorator(func: "Callable[..., Any]") -> "Callable[..., Any]": - # First wrap the handler with instrumentation - instrumented_func = _create_instrumented_handler(handler_type, func) + @wraps(func) + async def wrapper(*args: "Any") -> "Any": + return await _handler_wrapper(handler_type, func, args, force_await=False) + # Then register it with the original MCP decorator - return original_decorator(*decorator_args, **decorator_kwargs)( - instrumented_func - ) + return original_decorator(*decorator_args, **decorator_kwargs)(wrapper) return instrumented_decorator @@ -634,7 +537,7 @@ def _patch_fastmcp() -> None: async def patched_get_prompt_mcp( self: "Any", *args: "Any", **kwargs: "Any" ) -> "Any": - return await _async_handler_wrapper( + return await _handler_wrapper( "prompt", original_get_prompt_mcp, args, @@ -651,7 +554,7 @@ async def patched_get_prompt_mcp( async def patched_read_resource_mcp( self: "Any", *args: "Any", **kwargs: "Any" ) -> "Any": - return await _async_handler_wrapper( + return await _handler_wrapper( "resource", original_read_resource_mcp, args, From 3bb163a77ab3edfa4babca54af9acd8e9a1b960e Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Wed, 4 Feb 2026 15:42:20 +0100 Subject: [PATCH 32/53] fix(mcp): Nest MCP spans under HTTP transactions (#5292) Avoid scope context loss in `MCPIntegration` when using the Streamable HTTP transport. Patch `StreamableHTTPServerTransport.handle_request()` to store isolation and current scopes on the Starlette request object's `scope` attribute. Run MCP handlers in the context of the stored scopes, if these are available. The Python MCP SDK uses an in-memory queue of requests. The HTTP propagation context is not active in the MCP decorators we patch, since they run after requests are retrieved from the queue. --- sentry_sdk/integrations/mcp.py | 175 +++++++++++++++------ tests/conftest.py | 16 ++ tests/integrations/fastmcp/test_fastmcp.py | 54 ++++--- tests/integrations/mcp/test_mcp.py | 78 ++++----- 4 files changed, 211 insertions(+), 112 deletions(-) diff --git a/sentry_sdk/integrations/mcp.py b/sentry_sdk/integrations/mcp.py index 983aa041ca..58f9cd94e9 100644 --- a/sentry_sdk/integrations/mcp.py +++ b/sentry_sdk/integrations/mcp.py @@ -17,10 +17,12 @@ from sentry_sdk.integrations import Integration, DidNotEnable from sentry_sdk.utils import safe_serialize from sentry_sdk.scope import should_send_default_pii +from sentry_sdk.integrations._wsgi_common import nullcontext try: from mcp.server.lowlevel import Server # type: ignore[import-not-found] from mcp.server.lowlevel.server import request_ctx # type: ignore[import-not-found] + from mcp.server.streamable_http import StreamableHTTPServerTransport # type: ignore[import-not-found] except ImportError: raise DidNotEnable("MCP SDK not installed") @@ -31,7 +33,9 @@ if TYPE_CHECKING: - from typing import Any, Callable, Optional + from typing import Any, Callable, Optional, Tuple, ContextManager + + from starlette.types import Receive, Scope, Send # type: ignore[import-not-found] class MCPIntegration(Integration): @@ -54,11 +58,34 @@ def setup_once() -> None: Patches MCP server classes to instrument handler execution. """ _patch_lowlevel_server() + _patch_handle_request() if FastMCP is not None: _patch_fastmcp() +def _get_active_http_scopes() -> ( + "Optional[Tuple[Optional[sentry_sdk.Scope], Optional[sentry_sdk.Scope]]]" +): + try: + ctx = request_ctx.get() + except LookupError: + return None + + if ( + ctx is None + or not hasattr(ctx, "request") + or ctx.request is None + or "state" not in ctx.request.scope + ): + return None + + return ( + ctx.request.scope["state"].get("sentry_sdk.isolation_scope"), + ctx.request.scope["state"].get("sentry_sdk.current_scope"), + ) + + def _get_request_context_data() -> "tuple[Optional[str], Optional[str], str]": """ Extract request ID, session ID, and MCP transport type from the request context. @@ -382,60 +409,85 @@ async def _handler_wrapper( result_data_key, ) = _prepare_handler_data(handler_type, original_args, original_kwargs) - # Start span and execute - with get_start_span_function()( - op=OP.MCP_SERVER, - name=span_name, - origin=MCPIntegration.origin, - ) as span: - # Get request ID, session ID, and transport from context - request_id, session_id, mcp_transport = _get_request_context_data() - - # Set input span data - _set_span_input_data( - span, - handler_name, - span_data_key, - mcp_method_name, - arguments, - request_id, - session_id, - mcp_transport, + scopes = _get_active_http_scopes() + + isolation_scope_context: "ContextManager[Any]" + current_scope_context: "ContextManager[Any]" + + if scopes is None: + isolation_scope_context = nullcontext() + current_scope_context = nullcontext() + else: + isolation_scope, current_scope = scopes + + isolation_scope_context = ( + nullcontext() + if isolation_scope is None + else sentry_sdk.scope.use_isolation_scope(isolation_scope) + ) + current_scope_context = ( + nullcontext() + if current_scope is None + else sentry_sdk.scope.use_scope(current_scope) ) - # For resources, extract and set protocol - if handler_type == "resource": - if original_args: - uri = original_args[0] - else: - uri = original_kwargs.get("uri") - - protocol = None - if hasattr(uri, "scheme"): - protocol = uri.scheme - elif handler_name and "://" in handler_name: - protocol = handler_name.split("://")[0] - if protocol: - span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol) + # Get request ID, session ID, and transport from context + request_id, session_id, mcp_transport = _get_request_context_data() - try: - # Execute the async handler - if self is not None: - original_args = (self, *original_args) - - result = func(*original_args, **original_kwargs) - if force_await or inspect.isawaitable(result): - result = await result - - except Exception as e: - # Set error flag for tools - if handler_type == "tool": - span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True) - sentry_sdk.capture_exception(e) - raise - - _set_span_output_data(span, result, result_data_key, handler_type) - return result + # Start span and execute + with isolation_scope_context: + with current_scope_context: + with get_start_span_function()( + op=OP.MCP_SERVER, + name=span_name, + origin=MCPIntegration.origin, + ) as span: + # Set input span data + _set_span_input_data( + span, + handler_name, + span_data_key, + mcp_method_name, + arguments, + request_id, + session_id, + mcp_transport, + ) + + # For resources, extract and set protocol + if handler_type == "resource": + if original_args: + uri = original_args[0] + else: + uri = original_kwargs.get("uri") + + protocol = None + if hasattr(uri, "scheme"): + protocol = uri.scheme + elif handler_name and "://" in handler_name: + protocol = handler_name.split("://")[0] + if protocol: + span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol) + + try: + # Execute the async handler + if self is not None: + original_args = (self, *original_args) + + result = func(*original_args, **original_kwargs) + if force_await or inspect.isawaitable(result): + result = await result + + except Exception as e: + # Set error flag for tools + if handler_type == "tool": + span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True) + sentry_sdk.capture_exception(e) + raise + + _set_span_output_data(span, result, result_data_key, handler_type) + + return result def _create_instrumented_decorator( @@ -521,6 +573,25 @@ def patched_read_resource( Server.read_resource = patched_read_resource +def _patch_handle_request() -> None: + original_handle_request = StreamableHTTPServerTransport.handle_request + + @wraps(original_handle_request) + async def patched_handle_request( + self: "StreamableHTTPServerTransport", + scope: "Scope", + receive: "Receive", + send: "Send", + ) -> None: + scope.setdefault("state", {})["sentry_sdk.isolation_scope"] = ( + sentry_sdk.get_isolation_scope() + ) + scope["state"]["sentry_sdk.current_scope"] = sentry_sdk.get_current_scope() + await original_handle_request(self, scope, receive, send) + + StreamableHTTPServerTransport.handle_request = patched_handle_request + + def _patch_fastmcp() -> None: """ Patches the standalone fastmcp package's FastMCP class. diff --git a/tests/conftest.py b/tests/conftest.py index 1cf29bf977..d6240e17eb 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -804,6 +804,22 @@ def inner(events): return inner +@pytest.fixture() +def select_transactions_with_mcp_spans(): + def inner(events, method_name): + return [ + transaction + for transaction in events + if transaction["type"] == "transaction" + and any( + span["data"].get("mcp.method.name") == method_name + for span in transaction.get("spans", []) + ) + ] + + return inner + + @pytest.fixture() def json_rpc_sse(): class StreamingASGITransport(ASGITransport): diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py index d32747855a..bcfd9a62d1 100644 --- a/tests/integrations/fastmcp/test_fastmcp.py +++ b/tests/integrations/fastmcp/test_fastmcp.py @@ -343,7 +343,7 @@ async def test_fastmcp_tool_async( send_default_pii, include_prompts, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that FastMCP async tool handlers create proper spans""" sentry_init( @@ -387,24 +387,26 @@ async def multiply_numbers(x: int, y: int) -> dict: "operation": "multiplication", } - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans(events, method_name="tools/call") assert len(transactions) == 1 tx = transactions[0] + assert len(tx["spans"]) == 1 + span = tx["spans"][0] - assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER - assert tx["contexts"]["trace"]["origin"] == "auto.ai.mcp" - assert tx["transaction"] == "tools/call multiply_numbers" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TOOL_NAME] == "multiply_numbers" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id + assert span["op"] == OP.MCP_SERVER + assert span["origin"] == "auto.ai.mcp" + assert span["description"] == "tools/call multiply_numbers" + assert span["data"][SPANDATA.MCP_TOOL_NAME] == "multiply_numbers" + assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" + assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" + assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id # Check PII-sensitive data if send_default_pii and include_prompts: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT in tx["contexts"]["trace"]["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT in span["data"] else: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in tx["contexts"]["trace"]["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] @pytest.mark.asyncio @@ -672,7 +674,7 @@ async def test_fastmcp_prompt_async( capture_events, FastMCP, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that FastMCP async prompt handlers create proper spans""" sentry_init( @@ -732,7 +734,9 @@ async def async_prompt(topic: str): assert len(result.json()["result"]["messages"]) == 2 - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans( + events, method_name="prompts/get" + ) assert len(transactions) == 1 @@ -805,7 +809,7 @@ async def test_fastmcp_resource_async( capture_events, FastMCP, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that FastMCP async resource handlers create proper spans""" sentry_init( @@ -855,13 +859,15 @@ async def read_url(resource: str): assert "resource data" in result.json()["result"]["contents"][0]["text"] - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans( + events, method_name="resources/read" + ) assert len(transactions) == 1 tx = transactions[0] - assert ( - tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] - == "https" - ) + assert len(tx["spans"]) == 1 + span = tx["spans"][0] + + assert span["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" except (AttributeError, TypeError): # Resource handler not supported in this version pytest.skip("Resource handlers not supported in this FastMCP version") @@ -1003,7 +1009,7 @@ def test_fastmcp_http_transport( capture_events, FastMCP, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that FastMCP correctly detects HTTP transport""" sentry_init( @@ -1045,12 +1051,14 @@ def http_tool(data: str) -> dict: "processed": "TEST" } - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans(events, method_name="tools/call") assert len(transactions) == 1 tx = transactions[0] + assert len(tx["spans"]) == 1 + span = tx["spans"][0] # Check that HTTP transport is detected - assert tx["contexts"]["trace"]["data"].get(SPANDATA.MCP_TRANSPORT) == "http" + assert span["data"].get(SPANDATA.MCP_TRANSPORT) == "http" @pytest.mark.asyncio diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py index 715f9734ca..37d07e8ce4 100644 --- a/tests/integrations/mcp/test_mcp.py +++ b/tests/integrations/mcp/test_mcp.py @@ -176,7 +176,7 @@ async def test_tool_handler_streamable_http( send_default_pii, include_prompts, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that async tool handlers create proper spans""" sentry_init( @@ -224,35 +224,35 @@ async def test_tool_async(tool_name, arguments): {"status": "completed"} ) - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans(events, method_name="tools/call") assert len(transactions) == 1 tx = transactions[0] assert tx["type"] == "transaction" + assert len(tx["spans"]) == 1 + span = tx["spans"][0] - assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER - assert tx["transaction"] == "tools/call process" - assert tx["contexts"]["trace"]["origin"] == "auto.ai.mcp" + assert span["op"] == OP.MCP_SERVER + assert span["description"] == "tools/call process" + assert span["origin"] == "auto.ai.mcp" # Check span data - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TOOL_NAME] == "process" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id - assert tx["contexts"]["trace"]["data"]["mcp.request.argument.data"] == '"test"' + assert span["data"][SPANDATA.MCP_TOOL_NAME] == "process" + assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call" + assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456" + assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id + assert span["data"]["mcp.request.argument.data"] == '"test"' # Check PII-sensitive data if send_default_pii and include_prompts: # TODO: Investigate why tool result is double-serialized. - assert tx["contexts"]["trace"]["data"][ - SPANDATA.MCP_TOOL_RESULT_CONTENT - ] == json.dumps( + assert span["data"][SPANDATA.MCP_TOOL_RESULT_CONTENT] == json.dumps( json.dumps( {"status": "completed"}, ) ) else: - assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in tx["contexts"]["trace"]["data"] + assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"] @pytest.mark.asyncio @@ -395,7 +395,7 @@ async def test_prompt_handler_streamable_http( send_default_pii, include_prompts, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that async prompt handlers create proper spans""" sentry_init( @@ -447,18 +447,18 @@ async def test_prompt_async(name, arguments): ) assert len(result.json()["result"]["messages"]) == 2 - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans(events, method_name="prompts/get") assert len(transactions) == 1 tx = transactions[0] assert tx["type"] == "transaction" + assert len(tx["spans"]) == 1 + span = tx["spans"][0] - assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER - assert tx["transaction"] == "prompts/get mcp_info" + assert span["op"] == OP.MCP_SERVER + assert span["description"] == "prompts/get mcp_info" # For multi-message prompts, count is always captured - assert ( - tx["contexts"]["trace"]["data"][SPANDATA.MCP_PROMPT_RESULT_MESSAGE_COUNT] == 2 - ) + assert span["data"][SPANDATA.MCP_PROMPT_RESULT_MESSAGE_COUNT] == 2 # Role/content are never captured for multi-message prompts (even with PII) assert ( SPANDATA.MCP_PROMPT_RESULT_MESSAGE_ROLE not in tx["contexts"]["trace"]["data"] @@ -562,7 +562,7 @@ async def test_resource_handler_streamble_http( sentry_init, capture_events, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that async resource handlers create proper spans""" sentry_init( @@ -606,20 +606,21 @@ async def test_resource_async(uri): {"data": "resource data"} ) - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans( + events, method_name="resources/read" + ) assert len(transactions) == 1 tx = transactions[0] assert tx["type"] == "transaction" + assert len(tx["spans"]) == 1 + span = tx["spans"][0] - assert tx["contexts"]["trace"]["op"] == OP.MCP_SERVER - assert tx["transaction"] == "resources/read https://example.com/resource" + assert span["op"] == OP.MCP_SERVER + assert span["description"] == "resources/read https://example.com/resource" - assert ( - tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_URI] - == "https://example.com/resource" - ) - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id + assert span["data"][SPANDATA.MCP_RESOURCE_URI] == "https://example.com/resource" + assert span["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https" + assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id @pytest.mark.asyncio @@ -1039,7 +1040,7 @@ def test_streamable_http_transport_detection( sentry_init, capture_events, json_rpc, - select_mcp_transactions, + select_transactions_with_mcp_spans, ): """Test that StreamableHTTP transport is correctly detected via header""" sentry_init( @@ -1084,14 +1085,17 @@ async def test_tool(tool_name, arguments): {"status": "success"} ) - transactions = select_mcp_transactions(events) + transactions = select_transactions_with_mcp_spans(events, method_name="tools/call") assert len(transactions) == 1 tx = transactions[0] + assert tx["type"] == "transaction" + assert len(tx["spans"]) == 1 + span = tx["spans"][0] # Check that HTTP transport is detected - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_TRANSPORT] == "http" - assert tx["contexts"]["trace"]["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp" - assert tx["contexts"]["trace"]["data"][SPANDATA.MCP_SESSION_ID] == session_id + assert span["data"][SPANDATA.MCP_TRANSPORT] == "http" + assert span["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp" + assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id @pytest.mark.asyncio From 3d2154ce57447e6717f7e38b2ea0d1d27b4ff940 Mon Sep 17 00:00:00 2001 From: alexander-alderman-webb <224035503+alexander-alderman-webb@users.noreply.github.com> Date: Wed, 4 Feb 2026 14:45:25 +0000 Subject: [PATCH 33/53] release: 2.52.0 --- CHANGELOG.md | 69 ++++++++++++++++++++++++++++++++++++++++++++ docs/conf.py | 2 +- sentry_sdk/consts.py | 2 +- setup.py | 2 +- 4 files changed, 72 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7840cfa595..7e21c1d63f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,74 @@ # Changelog +## 2.52.0 + +### New Features ✨ + +#### Span Streaming + +- feat(span-streaming): Add spans to telemetry pipeline, add span name and attributes (3) by @sentrivana in [#5399](https://github.com/getsentry/sentry-python/pull/5399) +- feat(span-streaming): Add span batcher (2) by @sentrivana in [#5398](https://github.com/getsentry/sentry-python/pull/5398) +- feat(span-streaming): Add experimental `trace_lifecycle` switch (1) by @sentrivana in [#5397](https://github.com/getsentry/sentry-python/pull/5397) + +#### Other + +- feat(integration): add `gen_ai.conversation.id` if available by @constantinius in [#5307](https://github.com/getsentry/sentry-python/pull/5307) + +### Bug Fixes 🐛 + +#### Google Genai + +- fix(google-genai): Token reporting by @alexander-alderman-webb in [#5404](https://github.com/getsentry/sentry-python/pull/5404) +- fix(google-genai): deactivate google genai when langchain is used by @shellmayr in [#5389](https://github.com/getsentry/sentry-python/pull/5389) + +#### Mcp + +- fix(mcp): Nest MCP spans under HTTP transactions by @alexander-alderman-webb in [#5292](https://github.com/getsentry/sentry-python/pull/5292) +- fix(mcp): Handle all awaitable return types by @alexander-alderman-webb in [#5415](https://github.com/getsentry/sentry-python/pull/5415) + +#### Span Streaming + +- fix(span-streaming): Always preserialize attributes by @sentrivana in [#5407](https://github.com/getsentry/sentry-python/pull/5407) +- fix(span-streaming): Warn about thread usage if any batcher is active by @sentrivana in [#5408](https://github.com/getsentry/sentry-python/pull/5408) + +#### Other + +- fix(anthropic): Token reporting by @alexander-alderman-webb in [#5403](https://github.com/getsentry/sentry-python/pull/5403) +- fix(arq): handle settings_cls passed as keyword argument by @nc9 in [#5393](https://github.com/getsentry/sentry-python/pull/5393) +- fix(dramatiq): cleanup isolated scope and transaction when message is skipped by @frankie567 in [#5346](https://github.com/getsentry/sentry-python/pull/5346) +- fix(openai): Token reporting by @alexander-alderman-webb in [#5406](https://github.com/getsentry/sentry-python/pull/5406) +- fix(openai-agents): Inject propagation headers for `HostedMCPTool` when streaming by @alexander-alderman-webb in [#5405](https://github.com/getsentry/sentry-python/pull/5405) +- fix: Fix list attribute type by @sentrivana in [#5417](https://github.com/getsentry/sentry-python/pull/5417) +- fix: Adapt to new packaging in toxgen by @sentrivana in [#5382](https://github.com/getsentry/sentry-python/pull/5382) + +### Internal Changes 🔧 + +#### Fastmcp + +- test(fastmcp): Wrap prompt in `Message` by @alexander-alderman-webb in [#5411](https://github.com/getsentry/sentry-python/pull/5411) +- test(fastmcp): Remove `test_fastmcp_without_request_context()` by @alexander-alderman-webb in [#5412](https://github.com/getsentry/sentry-python/pull/5412) +- test(fastmcp): Use `AsyncClient` for SSE by @alexander-alderman-webb in [#5400](https://github.com/getsentry/sentry-python/pull/5400) +- test(fastmcp): Use `TestClient` for Streamable HTTP by @alexander-alderman-webb in [#5384](https://github.com/getsentry/sentry-python/pull/5384) +- test(fastmcp): Simulate stdio transport with memory streams by @alexander-alderman-webb in [#5333](https://github.com/getsentry/sentry-python/pull/5333) + +#### Mcp + +- test(mcp): Use `AsyncClient` for SSE by @alexander-alderman-webb in [#5396](https://github.com/getsentry/sentry-python/pull/5396) +- test(mcp): Use `TestClient` for Streamable HTTP by @alexander-alderman-webb in [#5383](https://github.com/getsentry/sentry-python/pull/5383) +- test(mcp): Remove unused stdio helpers by @alexander-alderman-webb in [#5409](https://github.com/getsentry/sentry-python/pull/5409) +- test(mcp): Simulate stdio transport with memory streams by @alexander-alderman-webb in [#5329](https://github.com/getsentry/sentry-python/pull/5329) + +#### Other + +- ci: Fix lint step by @sentrivana in [#5418](https://github.com/getsentry/sentry-python/pull/5418) +- ci: 🤖 Update test matrix with new releases (02/02) by @github-actions in [#5413](https://github.com/getsentry/sentry-python/pull/5413) +- ci: Update tox and pin packaging version for tox by @alexander-alderman-webb in [#5381](https://github.com/getsentry/sentry-python/pull/5381) +- ci: migration to the new codecov action by @MathurAditya724 in [#5392](https://github.com/getsentry/sentry-python/pull/5392) + +### Other + +- Revert "feat(ai): Add original input length meta attribute (#5375)" by @alexander-alderman-webb in [#5419](https://github.com/getsentry/sentry-python/pull/5419) + ## 2.51.0 ### New Features ✨ diff --git a/docs/conf.py b/docs/conf.py index 2049969d4c..ef2de1477c 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -31,7 +31,7 @@ copyright = "2019-{}, Sentry Team and Contributors".format(datetime.now().year) author = "Sentry Team and Contributors" -release = "2.51.0" +release = "2.52.0" version = ".".join(release.split(".")[:2]) # The short X.Y version. diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py index a889e2b470..6eaa1edccf 100644 --- a/sentry_sdk/consts.py +++ b/sentry_sdk/consts.py @@ -1490,4 +1490,4 @@ def _get_default_options() -> "dict[str, Any]": del _get_default_options -VERSION = "2.51.0" +VERSION = "2.52.0" diff --git a/setup.py b/setup.py index ef682c95b3..1ffe8c3165 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,7 @@ def get_file_text(file_name): setup( name="sentry-sdk", - version="2.51.0", + version="2.52.0", author="Sentry Team and Contributors", author_email="hello@sentry.io", url="https://github.com/getsentry/sentry-python", From bcec57806fcb8ef0aa228052aeddf10272df43ba Mon Sep 17 00:00:00 2001 From: Alexander Alderman Webb Date: Wed, 4 Feb 2026 15:54:05 +0100 Subject: [PATCH 34/53] Update CHANGELOG.md --- CHANGELOG.md | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7e21c1d63f..edefd4782a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -4,12 +4,6 @@ ### New Features ✨ -#### Span Streaming - -- feat(span-streaming): Add spans to telemetry pipeline, add span name and attributes (3) by @sentrivana in [#5399](https://github.com/getsentry/sentry-python/pull/5399) -- feat(span-streaming): Add span batcher (2) by @sentrivana in [#5398](https://github.com/getsentry/sentry-python/pull/5398) -- feat(span-streaming): Add experimental `trace_lifecycle` switch (1) by @sentrivana in [#5397](https://github.com/getsentry/sentry-python/pull/5397) - #### Other - feat(integration): add `gen_ai.conversation.id` if available by @constantinius in [#5307](https://github.com/getsentry/sentry-python/pull/5307) @@ -26,11 +20,6 @@ - fix(mcp): Nest MCP spans under HTTP transactions by @alexander-alderman-webb in [#5292](https://github.com/getsentry/sentry-python/pull/5292) - fix(mcp): Handle all awaitable return types by @alexander-alderman-webb in [#5415](https://github.com/getsentry/sentry-python/pull/5415) -#### Span Streaming - -- fix(span-streaming): Always preserialize attributes by @sentrivana in [#5407](https://github.com/getsentry/sentry-python/pull/5407) -- fix(span-streaming): Warn about thread usage if any batcher is active by @sentrivana in [#5408](https://github.com/getsentry/sentry-python/pull/5408) - #### Other - fix(anthropic): Token reporting by @alexander-alderman-webb in [#5403](https://github.com/getsentry/sentry-python/pull/5403) From 3373da2da8886d95c3e7fd4bb712377c4420ce4b Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Wed, 4 Feb 2026 16:34:25 +0100 Subject: [PATCH 35/53] feat(span-streaming): Add more span properties (#5421) - add setters(/getters) or properties for `op`, `source`, `name`, `origin`, `status`, feature flags, `span_id` - also, rename `name` -> `_name` since it has a getter/setter now In general regarding this getter/setter business vs. property-based getting and setting: The idiomatic way would be to use properties (e.g. `span.name = "name"`), but since we can't get around having _some_ getters/setters (e.g. `set_attribute`, `set_flag`, etc.), it's probably better to go for consistency and have getters/setters everywhere, even if it's not idiomatic. Otherwise users would have to remember if the specific thing they want to set is a property or has a setter. The above is about stuff people might want to set, so public API. For internal stuff that no one should be setting by hand (e.g. `span_id`), we can still go with properties where it makes sense. Chipping away at https://github.com/getsentry/sentry-python/pull/5317. --- sentry_sdk/_span_batcher.py | 4 +- sentry_sdk/traces.py | 112 ++++++++++++++++++++++++++++++++++-- 2 files changed, 111 insertions(+), 5 deletions(-) diff --git a/sentry_sdk/_span_batcher.py b/sentry_sdk/_span_batcher.py index 38ecc8da51..947eca3806 100644 --- a/sentry_sdk/_span_batcher.py +++ b/sentry_sdk/_span_batcher.py @@ -71,7 +71,9 @@ def add(self, span: "StreamedSpan") -> None: def _to_transport_format(item: "StreamedSpan") -> "Any": # TODO[span-first] res: "dict[str, Any]" = { - "name": item.name, + "span_id": item.span_id, + "name": item._name, + "status": item._status, } if item._attributes: diff --git a/sentry_sdk/traces.py b/sentry_sdk/traces.py index a63a9bebb0..531a06b1fd 100644 --- a/sentry_sdk/traces.py +++ b/sentry_sdk/traces.py @@ -6,15 +6,61 @@ """ import uuid +from enum import Enum from typing import TYPE_CHECKING +from sentry_sdk.consts import SPANDATA from sentry_sdk.utils import format_attribute if TYPE_CHECKING: - from typing import Optional + from typing import Optional, Union from sentry_sdk._types import Attributes, AttributeValue +FLAGS_CAPACITY = 10 + + +class SpanStatus(str, Enum): + OK = "ok" + ERROR = "error" + + def __str__(self) -> str: + return self.value + + +# Segment source, see +# https://getsentry.github.io/sentry-conventions/generated/attributes/sentry.html#sentryspansource +class SegmentSource(str, Enum): + COMPONENT = "component" + CUSTOM = "custom" + ROUTE = "route" + TASK = "task" + URL = "url" + VIEW = "view" + + def __str__(self) -> str: + return self.value + + +# These are typically high cardinality and the server hates them +LOW_QUALITY_SEGMENT_SOURCES = [ + SegmentSource.URL, +] + + +SOURCE_FOR_STYLE = { + "endpoint": SegmentSource.COMPONENT, + "function_name": SegmentSource.COMPONENT, + "handler_name": SegmentSource.COMPONENT, + "method_and_path_pattern": SegmentSource.ROUTE, + "path": SegmentSource.URL, + "route_name": SegmentSource.COMPONENT, + "route_pattern": SegmentSource.ROUTE, + "uri_template": SegmentSource.ROUTE, + "url": SegmentSource.ROUTE, +} + + class StreamedSpan: """ A span holds timing information of a block of code. @@ -26,9 +72,12 @@ class StreamedSpan: """ __slots__ = ( - "name", + "_name", "_attributes", + "_span_id", "_trace_id", + "_status", + "_flags", ) def __init__( @@ -38,13 +87,19 @@ def __init__( attributes: "Optional[Attributes]" = None, trace_id: "Optional[str]" = None, ): - self.name: str = name + self._name: str = name self._attributes: "Attributes" = {} if attributes: for attribute, value in attributes.items(): self.set_attribute(attribute, value) - self._trace_id = trace_id + self._span_id: "Optional[str]" = None + self._trace_id: "Optional[str]" = trace_id + + self.set_status(SpanStatus.OK) + self.set_source(SegmentSource.CUSTOM) + + self._flags: dict[str, bool] = {} def get_attributes(self) -> "Attributes": return self._attributes @@ -62,6 +117,55 @@ def remove_attribute(self, key: str) -> None: except KeyError: pass + def get_status(self) -> "Union[SpanStatus, str]": + if self._status in {s.value for s in SpanStatus}: + return SpanStatus(self._status) + + return self._status + + def set_status(self, status: "Union[SpanStatus, str]") -> None: + if isinstance(status, Enum): + status = status.value + + self._status = status + + def set_http_status(self, http_status: int) -> None: + self.set_attribute(SPANDATA.HTTP_STATUS_CODE, http_status) + + if http_status >= 400: + self.set_status(SpanStatus.ERROR) + else: + self.set_status(SpanStatus.OK) + + def get_name(self) -> str: + return self._name + + def set_name(self, name: str) -> None: + self._name = name + + def set_flag(self, flag: str, result: bool) -> None: + if len(self._flags) < FLAGS_CAPACITY: + self._flags[flag] = result + + def set_op(self, op: str) -> None: + self.set_attribute("sentry.op", op) + + def set_origin(self, origin: str) -> None: + self.set_attribute("sentry.origin", origin) + + def set_source(self, source: "Union[str, SegmentSource]") -> None: + if isinstance(source, Enum): + source = source.value + + self.set_attribute("sentry.span.source", source) + + @property + def span_id(self) -> str: + if not self._span_id: + self._span_id = uuid.uuid4().hex[16:] + + return self._span_id + @property def trace_id(self) -> str: if not self._trace_id: From 1ab6e3d6354a42d77c9b4a561603299d4d1aae00 Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Fri, 6 Feb 2026 10:16:02 +0100 Subject: [PATCH 36/53] fix(celery): Close the connection we're reading driver_type from (#5427) Currently, we're reading the driver type (e.g. `redis`) from a connection. We're however not closing the connection, potentially causing file descriptor leaks. **Aside:** Opening a connection just for the purpose of determining the driver type is not ideal in the first place. We should see whether we can get the info from elsewhere from the context of a task's `run`/`__call__` (which is where we're enriching the span with it). Or we could see whether we can cache this somehow. For now, let's at least make sure to clean up the connection. #### Issues Closes https://github.com/getsentry/sentry-python/issues/5422 #### Reminders - Please add tests to validate your changes, and lint your code using `tox -e linters`. - Add GH Issue ID _&_ Linear ID (if applicable) - PR title should use [conventional commit](https://develop.sentry.dev/engineering-practices/commit-messages/#type) style (`feat:`, `fix:`, `ref:`, `meta:`) - For external contributors: [CONTRIBUTING.md](https://github.com/getsentry/sentry-python/blob/master/CONTRIBUTING.md), [Sentry SDK development docs](https://develop.sentry.dev/sdk/), [Discord community](https://discord.gg/Ww9hbqr) --- sentry_sdk/integrations/celery/__init__.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/sentry_sdk/integrations/celery/__init__.py b/sentry_sdk/integrations/celery/__init__.py index 2baf250ae3..1b1eb4f380 100644 --- a/sentry_sdk/integrations/celery/__init__.py +++ b/sentry_sdk/integrations/celery/__init__.py @@ -392,10 +392,11 @@ def _inner(*args: "Any", **kwargs: "Any") -> "Any": ) with capture_internal_exceptions(): - span.set_data( - SPANDATA.MESSAGING_SYSTEM, - task.app.connection().transport.driver_type, - ) + with task.app.connection() as conn: + span.set_data( + SPANDATA.MESSAGING_SYSTEM, + conn.transport.driver_type, + ) return f(*args, **kwargs) except Exception: From 1476ff06541f547fa2db8dd68640bf73ee336785 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Mon, 9 Feb 2026 11:34:28 +0100 Subject: [PATCH 37/53] ci: Pin setuptools for linting and chalice tests (#5438) --- requirements-linting.txt | 1 + scripts/populate_tox/config.py | 2 +- .../populate_tox/package_dependencies.jsonl | 29 ++-- scripts/populate_tox/releases.jsonl | 74 ++++----- tox.ini | 150 +++++++++--------- 5 files changed, 128 insertions(+), 128 deletions(-) diff --git a/requirements-linting.txt b/requirements-linting.txt index 56c26df8de..84f846021a 100644 --- 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"sdist", "filename": "trytond-1.2.10.tar.gz"}]} diff --git a/tox.ini b/tox.ini index 5530002884..f8e8739d47 100644 --- a/tox.ini +++ b/tox.ini @@ -64,8 +64,8 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.1.0 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.4.1 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v1.0 - {py3.10,py3.12,py3.13}-fastmcp-v2.14.4 - {py3.10,py3.12,py3.13}-fastmcp-v3.0.0b1 + {py3.10,py3.12,py3.13}-fastmcp-v2.14.5 + {py3.10,py3.12,py3.13}-fastmcp-v3.0.0b2 # ~~~ Agents ~~~ @@ -75,63 +75,63 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0 {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.17.0 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.34.0 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.51.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.18.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.36.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.56.0 # ~~~ AI Workflow ~~~ {py3.9,py3.11,py3.12}-langchain-base-v0.1.20 {py3.9,py3.12,py3.13}-langchain-base-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-base-v1.2.7 + {py3.10,py3.13,py3.14}-langchain-base-v1.2.9 {py3.9,py3.11,py3.12}-langchain-notiktoken-v0.1.20 {py3.9,py3.12,py3.13}-langchain-notiktoken-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.7 + {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.9 {py3.9,py3.13,py3.14}-langgraph-v0.6.11 - {py3.10,py3.12,py3.13}-langgraph-v1.0.7 + {py3.10,py3.12,py3.13}-langgraph-v1.0.8 # ~~~ AI ~~~ {py3.8,py3.11,py3.12}-anthropic-v0.16.0 - {py3.8,py3.11,py3.12}-anthropic-v0.36.2 - {py3.8,py3.11,py3.12}-anthropic-v0.56.0 - {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.77.0 + {py3.8,py3.11,py3.12}-anthropic-v0.37.1 + {py3.8,py3.12,py3.13}-anthropic-v0.58.2 + {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.79.0 {py3.9,py3.10,py3.11}-cohere-v5.4.0 {py3.9,py3.11,py3.12}-cohere-v5.10.0 {py3.9,py3.11,py3.12}-cohere-v5.15.0 - {py3.9,py3.11,py3.12}-cohere-v5.20.2 + {py3.9,py3.11,py3.12}-cohere-v5.20.4 {py3.9,py3.12,py3.13}-google_genai-v1.29.0 {py3.9,py3.12,py3.13}-google_genai-v1.40.0 {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.51.0 - {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.61.0 + {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.62.0 {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7 - {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.1 - {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.7 + {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.2 + {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.4.1 {py3.9,py3.12,py3.13}-litellm-v1.77.7 {py3.9,py3.12,py3.13}-litellm-v1.78.7 {py3.9,py3.12,py3.13}-litellm-v1.79.3 - {py3.9,py3.12,py3.13}-litellm-v1.81.6 + {py3.9,py3.12,py3.13}-litellm-v1.81.9 {py3.8,py3.11,py3.12}-openai-base-v1.0.1 {py3.8,py3.12,py3.13}-openai-base-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.16.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.17.0 {py3.8,py3.11,py3.12}-openai-notiktoken-v1.0.1 {py3.8,py3.12,py3.13}-openai-notiktoken-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.16.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.17.0 # ~~~ Cloud ~~~ {py3.6,py3.7}-boto3-v1.12.49 {py3.6,py3.9,py3.10}-boto3-v1.21.46 {py3.7,py3.11,py3.12}-boto3-v1.33.13 - {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.39 + {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.44 {py3.6,py3.7,py3.8}-chalice-v1.16.0 {py3.9,py3.12,py3.13}-chalice-v1.32.0 @@ -173,7 +173,7 @@ envlist = {py3.9,py3.13,py3.14,py3.14t}-openfeature-v0.8.4 {py3.7,py3.13,py3.14}-statsig-v0.55.3 - {py3.7,py3.13,py3.14}-statsig-v0.67.0 + {py3.7,py3.13,py3.14}-statsig-v0.68.0 {py3.8,py3.12,py3.13}-unleash-v6.0.1 {py3.8,py3.12,py3.13}-unleash-v6.5.1 @@ -181,8 +181,8 @@ envlist = # ~~~ GraphQL ~~~ {py3.8,py3.10,py3.11}-ariadne-v0.20.1 - {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.1 - {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0rc2 + {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0 + {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.1rc1 {py3.6,py3.9,py3.10}-gql-v3.4.1 {py3.9,py3.12,py3.13}-gql-v4.0.0 @@ -192,15 +192,14 @@ envlist = {py3.8,py3.12,py3.13}-graphene-v3.4.3 {py3.8,py3.10,py3.11}-strawberry-v0.209.8 - {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.291.0 + {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.291.3 # ~~~ Network ~~~ {py3.7,py3.8}-grpc-v1.32.0 {py3.7,py3.9,py3.10}-grpc-v1.47.5 {py3.7,py3.11,py3.12}-grpc-v1.62.3 - {py3.9,py3.13,py3.14}-grpc-v1.76.0 - {py3.9,py3.13,py3.14}-grpc-v1.78.0rc2 + {py3.9,py3.13,py3.14}-grpc-v1.78.0 {py3.6,py3.8,py3.9}-httpx-v0.16.1 {py3.6,py3.9,py3.10}-httpx-v0.20.0 @@ -244,9 +243,9 @@ envlist = {py3.6,py3.7}-django-v1.11.29 {py3.6,py3.8,py3.9}-django-v2.2.28 {py3.6,py3.9,py3.10}-django-v3.2.25 - {py3.8,py3.11,py3.12}-django-v4.2.27 - {py3.10,py3.13,py3.14,py3.14t}-django-v5.2.10 - {py3.12,py3.13,py3.14,py3.14t}-django-v6.0.1 + {py3.8,py3.11,py3.12}-django-v4.2.28 + {py3.10,py3.13,py3.14,py3.14t}-django-v5.2.11 + {py3.12,py3.13,py3.14,py3.14t}-django-v6.0.2 {py3.6,py3.7,py3.8}-flask-v1.1.4 {py3.8,py3.13,py3.14,py3.14t}-flask-v2.3.3 @@ -260,7 +259,7 @@ envlist = {py3.6,py3.9,py3.10}-fastapi-v0.79.1 {py3.7,py3.10,py3.11}-fastapi-v0.95.2 {py3.8,py3.11,py3.12}-fastapi-v0.111.1 - {py3.9,py3.13,py3.14,py3.14t}-fastapi-v0.128.0 + {py3.9,py3.13,py3.14,py3.14t}-fastapi-v0.128.5 # ~~~ Web 2 ~~~ @@ -278,9 +277,9 @@ envlist = {py3.9,py3.11,py3.12}-falcon-v4.2.0 {py3.8,py3.10,py3.11}-litestar-v2.0.1 - {py3.8,py3.11,py3.12}-litestar-v2.6.4 - {py3.8,py3.11,py3.12}-litestar-v2.12.1 - {py3.8,py3.12,py3.13}-litestar-v2.19.0 + {py3.8,py3.11,py3.12}-litestar-v2.7.2 + {py3.8,py3.12,py3.13}-litestar-v2.14.0 + {py3.8,py3.12,py3.13}-litestar-v2.20.0 {py3.6}-pyramid-v1.8.6 {py3.6,py3.8,py3.9}-pyramid-v1.10.8 @@ -392,8 +391,8 @@ deps = fastmcp-v0.1.0: fastmcp==0.1.0 fastmcp-v0.4.1: fastmcp==0.4.1 fastmcp-v1.0: fastmcp==1.0 - fastmcp-v2.14.4: fastmcp==2.14.4 - fastmcp-v3.0.0b1: fastmcp==3.0.0b1 + fastmcp-v2.14.5: fastmcp==2.14.5 + fastmcp-v3.0.0b2: fastmcp==3.0.0b2 fastmcp: pytest-asyncio @@ -405,79 +404,79 @@ deps = openai_agents: pytest-asyncio pydantic_ai-v1.0.18: pydantic-ai==1.0.18 - pydantic_ai-v1.17.0: pydantic-ai==1.17.0 - pydantic_ai-v1.34.0: pydantic-ai==1.34.0 - pydantic_ai-v1.51.0: pydantic-ai==1.51.0 + pydantic_ai-v1.18.0: pydantic-ai==1.18.0 + pydantic_ai-v1.36.0: pydantic-ai==1.36.0 + pydantic_ai-v1.56.0: pydantic-ai==1.56.0 pydantic_ai: pytest-asyncio # ~~~ AI Workflow ~~~ langchain-base-v0.1.20: langchain==0.1.20 langchain-base-v0.3.27: langchain==0.3.27 - langchain-base-v1.2.7: langchain==1.2.7 + langchain-base-v1.2.9: langchain==1.2.9 langchain-base: pytest-asyncio langchain-base: openai langchain-base: tiktoken langchain-base: langchain-openai langchain-base-v0.3.27: langchain-community - langchain-base-v1.2.7: langchain-community - langchain-base-v1.2.7: langchain-classic + langchain-base-v1.2.9: langchain-community + langchain-base-v1.2.9: langchain-classic langchain-notiktoken-v0.1.20: langchain==0.1.20 langchain-notiktoken-v0.3.27: langchain==0.3.27 - langchain-notiktoken-v1.2.7: langchain==1.2.7 + langchain-notiktoken-v1.2.9: langchain==1.2.9 langchain-notiktoken: pytest-asyncio langchain-notiktoken: openai langchain-notiktoken: langchain-openai langchain-notiktoken-v0.3.27: langchain-community - langchain-notiktoken-v1.2.7: langchain-community - langchain-notiktoken-v1.2.7: langchain-classic + langchain-notiktoken-v1.2.9: langchain-community + langchain-notiktoken-v1.2.9: langchain-classic langgraph-v0.6.11: langgraph==0.6.11 - langgraph-v1.0.7: langgraph==1.0.7 + langgraph-v1.0.8: langgraph==1.0.8 # ~~~ AI ~~~ anthropic-v0.16.0: anthropic==0.16.0 - anthropic-v0.36.2: anthropic==0.36.2 - anthropic-v0.56.0: anthropic==0.56.0 - anthropic-v0.77.0: anthropic==0.77.0 + anthropic-v0.37.1: anthropic==0.37.1 + anthropic-v0.58.2: anthropic==0.58.2 + anthropic-v0.79.0: anthropic==0.79.0 anthropic: pytest-asyncio anthropic-v0.16.0: httpx<0.28.0 - anthropic-v0.36.2: httpx<0.28.0 + anthropic-v0.37.1: httpx<0.28.0 cohere-v5.4.0: cohere==5.4.0 cohere-v5.10.0: cohere==5.10.0 cohere-v5.15.0: cohere==5.15.0 - cohere-v5.20.2: cohere==5.20.2 + cohere-v5.20.4: cohere==5.20.4 google_genai-v1.29.0: google-genai==1.29.0 google_genai-v1.40.0: google-genai==1.40.0 google_genai-v1.51.0: google-genai==1.51.0 - google_genai-v1.61.0: google-genai==1.61.0 + google_genai-v1.62.0: google-genai==1.62.0 google_genai: pytest-asyncio huggingface_hub-v0.24.7: huggingface_hub==0.24.7 - huggingface_hub-v0.36.1: huggingface_hub==0.36.1 - huggingface_hub-v1.3.7: huggingface_hub==1.3.7 + huggingface_hub-v0.36.2: huggingface_hub==0.36.2 + huggingface_hub-v1.4.1: huggingface_hub==1.4.1 huggingface_hub: responses huggingface_hub: pytest-httpx litellm-v1.77.7: litellm==1.77.7 litellm-v1.78.7: litellm==1.78.7 litellm-v1.79.3: litellm==1.79.3 - litellm-v1.81.6: litellm==1.81.6 + litellm-v1.81.9: litellm==1.81.9 openai-base-v1.0.1: openai==1.0.1 openai-base-v1.109.1: openai==1.109.1 - openai-base-v2.16.0: openai==2.16.0 + openai-base-v2.17.0: openai==2.17.0 openai-base: pytest-asyncio openai-base: tiktoken openai-base-v1.0.1: httpx<0.28 openai-notiktoken-v1.0.1: openai==1.0.1 openai-notiktoken-v1.109.1: openai==1.109.1 - openai-notiktoken-v2.16.0: openai==2.16.0 + openai-notiktoken-v2.17.0: openai==2.17.0 openai-notiktoken: pytest-asyncio openai-notiktoken-v1.0.1: httpx<0.28 @@ -486,12 +485,13 @@ deps = boto3-v1.12.49: boto3==1.12.49 boto3-v1.21.46: boto3==1.21.46 boto3-v1.33.13: boto3==1.33.13 - boto3-v1.42.39: boto3==1.42.39 + boto3-v1.42.44: boto3==1.42.44 {py3.7,py3.8}-boto3: urllib3<2.0.0 chalice-v1.16.0: chalice==1.16.0 chalice-v1.32.0: chalice==1.32.0 chalice: pytest-chalice + chalice: setuptools<82 # ~~~ DBs ~~~ @@ -537,7 +537,7 @@ deps = openfeature-v0.8.4: openfeature-sdk==0.8.4 statsig-v0.55.3: statsig==0.55.3 - statsig-v0.67.0: statsig==0.67.0 + statsig-v0.68.0: statsig==0.68.0 statsig: typing_extensions unleash-v6.0.1: UnleashClient==6.0.1 @@ -546,8 +546,8 @@ deps = # ~~~ GraphQL ~~~ ariadne-v0.20.1: ariadne==0.20.1 - ariadne-v0.27.1: ariadne==0.27.1 - ariadne-v0.28.0rc2: ariadne==0.28.0rc2 + ariadne-v0.28.0: ariadne==0.28.0 + ariadne-v0.28.1rc1: ariadne==0.28.1rc1 ariadne: fastapi ariadne: flask ariadne: httpx @@ -565,7 +565,7 @@ deps = {py3.6}-graphene: aiocontextvars strawberry-v0.209.8: strawberry-graphql[fastapi,flask]==0.209.8 - strawberry-v0.291.0: strawberry-graphql[fastapi,flask]==0.291.0 + strawberry-v0.291.3: strawberry-graphql[fastapi,flask]==0.291.3 strawberry: httpx strawberry-v0.209.8: pydantic<2.11 @@ -574,8 +574,7 @@ deps = grpc-v1.32.0: grpcio==1.32.0 grpc-v1.47.5: grpcio==1.47.5 grpc-v1.62.3: grpcio==1.62.3 - grpc-v1.76.0: grpcio==1.76.0 - grpc-v1.78.0rc2: grpcio==1.78.0rc2 + grpc-v1.78.0: grpcio==1.78.0 grpc: protobuf grpc: mypy-protobuf grpc: types-protobuf @@ -641,23 +640,23 @@ deps = django-v1.11.29: django==1.11.29 django-v2.2.28: django==2.2.28 django-v3.2.25: django==3.2.25 - django-v4.2.27: django==4.2.27 - django-v5.2.10: django==5.2.10 - django-v6.0.1: django==6.0.1 + django-v4.2.28: django==4.2.28 + django-v5.2.11: django==5.2.11 + django-v6.0.2: django==6.0.2 django: psycopg2-binary django: djangorestframework django: pytest-django django: Werkzeug django-v2.2.28: channels[daphne] django-v3.2.25: channels[daphne] - django-v4.2.27: channels[daphne] - django-v5.2.10: channels[daphne] - django-v6.0.1: channels[daphne] + django-v4.2.28: channels[daphne] + django-v5.2.11: channels[daphne] + django-v6.0.2: channels[daphne] django-v2.2.28: six django-v3.2.25: pytest-asyncio - django-v4.2.27: pytest-asyncio - django-v5.2.10: pytest-asyncio - django-v6.0.1: pytest-asyncio + django-v4.2.28: pytest-asyncio + django-v5.2.11: pytest-asyncio + django-v6.0.2: pytest-asyncio django-v1.11.29: djangorestframework>=3.0,<4.0 django-v1.11.29: Werkzeug<2.1.0 django-v2.2.28: djangorestframework>=3.0,<4.0 @@ -693,7 +692,7 @@ deps = fastapi-v0.79.1: fastapi==0.79.1 fastapi-v0.95.2: fastapi==0.95.2 fastapi-v0.111.1: fastapi==0.111.1 - fastapi-v0.128.0: fastapi==0.128.0 + fastapi-v0.128.5: fastapi==0.128.5 fastapi: httpx fastapi: pytest-asyncio fastapi: python-multipart @@ -723,16 +722,15 @@ deps = falcon-v4.2.0: falcon==4.2.0 litestar-v2.0.1: litestar==2.0.1 - litestar-v2.6.4: litestar==2.6.4 - litestar-v2.12.1: litestar==2.12.1 - litestar-v2.19.0: litestar==2.19.0 + litestar-v2.7.2: litestar==2.7.2 + litestar-v2.14.0: litestar==2.14.0 + litestar-v2.20.0: litestar==2.20.0 litestar: pytest-asyncio litestar: python-multipart litestar: requests litestar: cryptography litestar: sniffio litestar-v2.0.1: httpx<0.28 - litestar-v2.6.4: httpx<0.28 pyramid-v1.8.6: pyramid==1.8.6 pyramid-v1.10.8: pyramid==1.10.8 From 18081e702e09b7fcde2b2b3626bb29db2e7452e9 Mon Sep 17 00:00:00 2001 From: Lukas Stracke Date: Tue, 10 Feb 2026 13:19:12 +0100 Subject: [PATCH 38/53] test: Add test for `get_baggage` with DSN (#5441) For now just testing what CI says about this test --- tests/test_api.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/tests/test_api.py b/tests/test_api.py index acc33cdf4c..bd6b245841 100644 --- a/tests/test_api.py +++ b/tests/test_api.py @@ -22,6 +22,7 @@ ) from sentry_sdk.client import Client, NonRecordingClient +from tests.conftest import TestTransportWithOptions def test_get_current_span(): @@ -96,6 +97,21 @@ def test_baggage_with_tracing_enabled(sentry_init): assert re.match(expected_baggage_re, get_baggage()) +def test_baggage_with_dsn(sentry_init): + sentry_init( + dsn="http://97333d956c9e40989a0139756c121c34@sentry-x.sentry-y.s.c.local/976543210", + traces_sample_rate=1.0, + release="2.0.0", + environment="dev", + transport=TestTransportWithOptions, + ) + with start_transaction() as transaction: + expected_baggage_re = r"^sentry-trace_id={},sentry-sample_rand=0\.\d{{6}},sentry-environment=dev,sentry-release=2\.0\.0,sentry-public_key=97333d956c9e40989a0139756c121c34,sentry-sample_rate=1\.0,sentry-sampled={}$".format( + transaction.trace_id, "true" if transaction.sampled else "false" + ) + assert re.match(expected_baggage_re, get_baggage()) + + def test_continue_trace(sentry_init): sentry_init() From 8f80fa73809cff95a65b2950461e625481f654e6 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Tue, 10 Feb 2026 14:07:08 +0100 Subject: [PATCH 39/53] ref: Remove references to unsupported attribute types (#5425) --- sentry_sdk/utils.py | 12 ++---------- 1 file changed, 2 insertions(+), 10 deletions(-) diff --git a/sentry_sdk/utils.py b/sentry_sdk/utils.py index 79ef5a2cef..29827db44e 100644 --- a/sentry_sdk/utils.py +++ b/sentry_sdk/utils.py @@ -2062,23 +2062,15 @@ def format_attribute(val: "Any") -> "AttributeValue": if isinstance(val, (bool, int, float, str)): return val - # Only lists of elements of a single type are supported - list_types: 'dict[type, Literal["string[]", "integer[]", "double[]", "boolean[]"]]' = { - str: "string[]", - int: "integer[]", - float: "double[]", - bool: "boolean[]", - } - if isinstance(val, (list, tuple)) and not val: return [] elif isinstance(val, list): ty = type(val[0]) - if ty in list_types and all(type(v) is ty for v in val): + if ty in (str, int, float, bool) and all(type(v) is ty for v in val): return copy.deepcopy(val) elif isinstance(val, tuple): ty = type(val[0]) - if ty in list_types and all(type(v) is ty for v in val): + if ty in (str, int, float, bool) and all(type(v) is ty for v in val): return list(val) return safe_repr(val) From 1eeb5dfefa8a91da28a4fd198ecc7dc6caa19f4f Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Wed, 11 Feb 2026 10:55:04 +0100 Subject: [PATCH 40/53] test(openai-agents): Avoid calling SDK-internal functions (#5437) --- .../openai_agents/test_openai_agents.py | 200 ++++++++++-------- 1 file changed, 108 insertions(+), 92 deletions(-) diff --git a/tests/integrations/openai_agents/test_openai_agents.py b/tests/integrations/openai_agents/test_openai_agents.py index 292a3459a5..e94a09153d 100644 --- a/tests/integrations/openai_agents/test_openai_agents.py +++ b/tests/integrations/openai_agents/test_openai_agents.py @@ -143,6 +143,83 @@ async def EXAMPLE_STREAMED_RESPONSE(*args, **kwargs): ) +async def EXAMPLE_STREAMED_RESPONSE_WITH_DELTA(*args, **kwargs): + yield ResponseCreatedEvent( + response=Response( + id="chat-id", + output=[], + parallel_tool_calls=False, + tool_choice="none", + tools=[], + created_at=10000000, + model="response-model-id", + object="response", + ), + type="response.created", + sequence_number=0, + ) + + yield ResponseTextDeltaEvent( + type="response.output_text.delta", + item_id="message-id", + output_index=0, + content_index=0, + delta="Hello", + logprobs=[], + sequence_number=1, + ) + + yield ResponseTextDeltaEvent( + type="response.output_text.delta", + item_id="message-id", + output_index=0, + content_index=0, + delta=" world!", + logprobs=[], + sequence_number=2, + ) + + yield ResponseCompletedEvent( + response=Response( + id="chat-id", + output=[ + ResponseOutputMessage( + id="message-id", + content=[ + ResponseOutputText( + annotations=[], + text="Hello world!", + type="output_text", + ), + ], + role="assistant", + status="completed", + type="message", + ), + ], + parallel_tool_calls=False, + tool_choice="none", + tools=[], + created_at=10000000, + model="response-model-id", + object="response", + usage=ResponseUsage( + input_tokens=20, + input_tokens_details=InputTokensDetails( + cached_tokens=5, + ), + output_tokens=10, + output_tokens_details=OutputTokensDetails( + reasoning_tokens=8, + ), + total_tokens=30, + ), + ), + type="response.completed", + sequence_number=3, + ) + + @pytest.fixture def mock_usage(): return Usage( @@ -2692,27 +2769,6 @@ def test_openai_agents_message_truncation(sentry_init, capture_events): assert "small message 5" in str(parsed_messages[0]) -def test_streaming_patches_applied(sentry_init): - """ - Test that the streaming patches are applied correctly. - """ - sentry_init( - integrations=[OpenAIAgentsIntegration()], - traces_sample_rate=1.0, - ) - - # Verify that run_streamed is patched (will have __wrapped__ attribute if patched) - import agents - - # Check that the method exists and has been modified - assert hasattr(agents.run.DEFAULT_AGENT_RUNNER, "run_streamed") - assert hasattr(agents.run.AgentRunner, "_run_single_turn_streamed") - - # Verify the patches were applied by checking for our wrapper - run_streamed_func = agents.run.DEFAULT_AGENT_RUNNER.run_streamed - assert run_streamed_func is not None - - @pytest.mark.asyncio async def test_streaming_span_update_captures_response_data( sentry_init, test_agent, mock_usage @@ -2777,8 +2833,13 @@ async def test_streaming_ttft_on_chat_span(sentry_init, test_agent): Events WITHOUT delta (like ResponseCompletedEvent, ResponseCreatedEvent, etc.) should NOT trigger TTFT. """ - from sentry_sdk.integrations.openai_agents.patches.models import ( - _create_get_model_wrapper, + client = AsyncOpenAI(api_key="z") + client.responses._post = AsyncMock(return_value=EXAMPLE_RESPONSE) + + model = OpenAIResponsesModel(model="gpt-4", openai_client=client) + + agent_with_tool = test_agent.clone( + model=model, ) sentry_init( @@ -2786,77 +2847,32 @@ async def test_streaming_ttft_on_chat_span(sentry_init, test_agent): traces_sample_rate=1.0, ) - # Create a mock model with stream_response and get_response - class MockModel: - model = "gpt-4" - - async def get_response(self, *args, **kwargs): - # Not used in this test, but required by the wrapper - pass - - async def stream_response(self, *args, **kwargs): - # First event: ResponseCreatedEvent (no delta - should NOT trigger TTFT) - created_event = MagicMock(spec=["type", "sequence_number"]) - created_event.type = "response.created" - yield created_event - - # Simulate server-side processing delay before first token - await asyncio.sleep(0.05) # 50ms delay - - # Second event: ResponseTextDeltaEvent (HAS delta - triggers TTFT) - text_delta_event = MagicMock(spec=["delta", "type", "content_index"]) - text_delta_event.delta = "Hello" - text_delta_event.type = "response.output_text.delta" - yield text_delta_event - - # Third event: more text content (also has delta, but TTFT already recorded) - text_delta_event2 = MagicMock(spec=["delta", "type", "content_index"]) - text_delta_event2.delta = " world!" - text_delta_event2.type = "response.output_text.delta" - yield text_delta_event2 - - # Final event: ResponseCompletedEvent (has response, no delta) - completed_event = MagicMock(spec=["response", "type", "sequence_number"]) - completed_event.response = MagicMock() - completed_event.response.model = "gpt-4" - completed_event.response.usage = Usage( - requests=1, - input_tokens=10, - output_tokens=5, - total_tokens=15, - ) - completed_event.response.output = [] - yield completed_event - - # Create a mock original _get_model that returns our mock model - def mock_get_model(agent, run_config): - return MockModel() - - # Wrap it with our integration wrapper - wrapped_get_model = _create_get_model_wrapper(mock_get_model) - - with sentry_sdk.start_transaction(name="test_ttft", sampled=True) as transaction: - # Get the wrapped model (this applies the stream_response wrapper) - wrapped_model = wrapped_get_model(None, test_agent, MagicMock()) - - # Call the wrapped stream_response and consume all events - async for _event in wrapped_model.stream_response(): - pass - - # Verify TTFT is recorded on the chat span (must be inside transaction context) - chat_spans = [ - s for s in transaction._span_recorder.spans if s.op == "gen_ai.chat" - ] - assert len(chat_spans) >= 1 - chat_span = chat_spans[0] + with patch.object( + model._client.responses, + "create", + side_effect=EXAMPLE_STREAMED_RESPONSE_WITH_DELTA, + ) as _: + with sentry_sdk.start_transaction( + name="test_ttft", sampled=True + ) as transaction: + result = agents.Runner.run_streamed( + agent_with_tool, + "Please use the simple test tool", + run_config=test_run_config, + ) - assert SPANDATA.GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN in chat_span._data - ttft_value = chat_span._data[SPANDATA.GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN] - # TTFT should be at least 40ms (our simulated delay minus some variance) but reasonable - assert 0.04 < ttft_value < 1.0, f"TTFT {ttft_value} should be around 50ms" + async for event in result.stream_events(): + pass + + # Verify TTFT is recorded on the chat span (must be inside transaction context) + chat_spans = [ + s for s in transaction._span_recorder.spans if s.op == "gen_ai.chat" + ] + assert len(chat_spans) >= 1 + chat_span = chat_spans[0] - # Verify streaming flag is set - assert chat_span._data.get(SPANDATA.GEN_AI_RESPONSE_STREAMING) is True + assert SPANDATA.GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN in chat_span._data + assert chat_span._data.get(SPANDATA.GEN_AI_RESPONSE_STREAMING) is True @pytest.mark.skipif( From 77035ccf3ae14f1dae86dfb1dd3ba4b35b1e0078 Mon Sep 17 00:00:00 2001 From: Burak Yigit Kaya Date: Thu, 12 Feb 2026 07:38:37 +0000 Subject: [PATCH 41/53] chore(ci): Improve Craft config with title stripping and artifact filtering (#5444) ## Summary - Add named regex capture groups to `commit_patterns` in `.github/release.yml` for Craft's [title stripping](https://craft.sentry.dev/configuration/#title-stripping-default-behavior) feature - Remove the CI `merge` job by switching to Craft 2.21.1's [workflow-scoped artifact filtering](https://craft.sentry.dev/configuration/#github-artifact-provider-configuration) (same approach as https://github.com/getsentry/cli/pull/215) - Modernize `.craft.yml` changelog config to object format - Modernize `scripts/bump-version.sh` to use Craft env vars ## Changes ### `.github/release.yml` - All `commit_patterns` now use `(?...)` and `(?...)` named capture groups so Craft strips conventional commit prefixes from changelog entries - Added **Breaking Changes** category (`semver: major`) from Craft defaults - Expanded Internal Changes patterns to include `refactor|meta|perf` from Craft defaults ### `.craft.yml` - Bumped `minVersion` from `2.17.0` to `2.21.1` - Added `artifactProvider` config to fetch `artifact-*` directly from `ci.yml` workflow - Modernized changelog from separate keys to object format - Added explicit `preReleaseCommand` (was relying on the implicit default) ### `.github/workflows/ci.yml` - Removed the `merge` job (no longer needed with Craft 2.21.1 artifact filtering) - Removed `compression-level: '0'` from upload steps (was only needed for merging) ### `scripts/bump-version.sh` - Use `CRAFT_OLD_VERSION` / `CRAFT_NEW_VERSION` env vars instead of positional arguments (recommended by Craft docs) --- .craft.yml | 14 +++++++++++--- .github/release.yml | 14 +++++++++----- .github/workflows/ci.yml | 16 ---------------- scripts/bump-version.sh | 13 +++++-------- 4 files changed, 25 insertions(+), 32 deletions(-) diff --git a/.craft.yml b/.craft.yml index ea98f2d402..7c5debbc33 100644 --- a/.craft.yml +++ b/.craft.yml @@ -1,4 +1,5 @@ -minVersion: 2.17.0 +minVersion: 2.21.1 +preReleaseCommand: bash scripts/bump-version.sh targets: - name: pypi includeNames: /^sentry[_\-]sdk.*$/ @@ -30,5 +31,12 @@ targets: license: MIT - name: sentry-pypi internalPypiRepo: getsentry/pypi -changelog: CHANGELOG.md -changelogPolicy: auto +artifactProvider: + name: github + config: + artifacts: + CI: + - 'artifact-*' +changelog: + filePath: CHANGELOG.md + policy: auto diff --git a/.github/release.yml b/.github/release.yml index 4383f70e7d..42c8c0179e 100644 --- a/.github/release.yml +++ b/.github/release.yml @@ -5,33 +5,37 @@ changelog: authors: - dependabot categories: + - title: Breaking Changes 🛠 + commit_patterns: + - "^(?\\w+(?:\\((?[^)]+)\\))?!:\\s*)" + semver: major - title: New Features ✨ labels: - "Changelog: Feature" commit_patterns: - - "^feat\\b" + - "^(?feat(?:\\((?[^)]+)\\))?!?:\\s*)" semver: minor - title: Bug Fixes 🐛 labels: - "Changelog: Bugfix" commit_patterns: - - "^(fix|bugfix)\\b" + - "^(?(?:fix|bugfix)(?:\\((?[^)]+)\\))?!?:\\s*)" semver: patch - title: Deprecations 🏗️ labels: - "Changelog: Deprecation" commit_patterns: - - "deprecat" # deprecation, deprecated + - "^(?deprecat(?:ion|ed|e)(?:\\((?[^)]+)\\))?!?:?\\s*)" semver: patch - title: Documentation 📚 labels: - "Changelog: Docs" commit_patterns: - - "^docs?\\b" + - "^(?docs?(?:\\((?[^)]+)\\))?!?:\\s*)" semver: patch - title: Internal Changes 🔧 labels: - "Changelog: Internal" commit_patterns: - - "^(build|ref|chore|ci|tests?)\\b" + - "^(?(?:build|refactor|meta|chore|ci|ref|perf|tests?)(?:\\((?[^)]+)\\))?!?:\\s*)" semver: patch diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index c3fc1ae316..90b3b1c3a7 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -61,8 +61,6 @@ jobs: path: | dist/* if-no-files-found: 'error' - # since this artifact will be merged, compression is not necessary - compression-level: '0' docs: name: Build SDK API Doc @@ -85,17 +83,3 @@ jobs: path: | docs/_build/gh-pages.zip if-no-files-found: 'error' - # since this artifact will be merged, compression is not necessary - compression-level: '0' - - merge: - name: Create Release Artifact - runs-on: ubuntu-latest - needs: [build_lambda_layer, docs] - steps: - - uses: actions/upload-artifact/merge@v6 - with: - # Craft expects release assets from github to be a single artifact named after the sha. - name: ${{ github.sha }} - pattern: artifact-* - delete-merged: true diff --git a/scripts/bump-version.sh b/scripts/bump-version.sh index 7d4a817cf6..c2153043fd 100755 --- a/scripts/bump-version.sh +++ b/scripts/bump-version.sh @@ -9,11 +9,8 @@ fi SCRIPT_DIR="$( dirname "$0" )" cd $SCRIPT_DIR/.. -OLD_VERSION="${1}" -NEW_VERSION="${2}" - -echo "Current version: $OLD_VERSION" -echo "Bumping version: $NEW_VERSION" +echo "Current version: $CRAFT_OLD_VERSION" +echo "Bumping version: $CRAFT_NEW_VERSION" function replace() { ! grep "$2" $3 @@ -21,6 +18,6 @@ function replace() { grep "$2" $3 # verify that replacement was successful } -replace "version=\"$OLD_VERSION\"" "version=\"$NEW_VERSION\"" ./setup.py -replace "VERSION = \"$OLD_VERSION\"" "VERSION = \"$NEW_VERSION\"" ./sentry_sdk/consts.py -replace "release = \"$OLD_VERSION\"" "release = \"$NEW_VERSION\"" ./docs/conf.py +replace "version=\"$CRAFT_OLD_VERSION\"" "version=\"$CRAFT_NEW_VERSION\"" ./setup.py +replace "VERSION = \"$CRAFT_OLD_VERSION\"" "VERSION = \"$CRAFT_NEW_VERSION\"" ./sentry_sdk/consts.py +replace "release = \"$CRAFT_OLD_VERSION\"" "release = \"$CRAFT_NEW_VERSION\"" ./docs/conf.py From 5a8f060965e8a9ecb63a51ddc072a92ec4e3922b Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Thu, 12 Feb 2026 09:20:27 +0100 Subject: [PATCH 42/53] docs: Document `openai-agents` control-flow (#5447) --- .../integrations/openai_agents/__init__.py | 26 +++++++++++++++++++ .../openai_agents/patches/agent_run.py | 24 ++++++++++++++--- .../openai_agents/patches/models.py | 5 ++++ .../openai_agents/patches/runner.py | 8 ++++-- .../openai_agents/patches/tools.py | 2 ++ 5 files changed, 59 insertions(+), 6 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index deb136de01..50cdae222b 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -52,6 +52,32 @@ def _patch_tools() -> None: class OpenAIAgentsIntegration(Integration): + """ + NOTE: With version 0.8.0, the class methods below have been refactored to functions. + - `AgentRunner._get_model()` -> `agents.run_internal.turn_preparation.get_model()` + - `AgentRunner._get_all_tools()` -> `agents.run_internal.turn_preparation.get_all_tools()` + - `AgentRunner._run_single_turn()` -> `agents.run_internal.run_loop.run_single_turn()` + - `RunImpl.execute_handoffs()` -> `agents.run_internal.turn_resolution.execute_handoffs()` + - `RunImpl.execute_final_output()` -> `agents.run_internal.turn_resolution.execute_final_output()` + + Typical interaction with the library: + 1. The user creates an Agent instance with configuration, including system instructions sent to every Responses API call. + 2. The user passes the agent instance to a Runner with `run()` and `run_streamed()` methods. The latter can be used to incrementally receive progress. + - `Runner.run()` and `Runner.run_streamed()` are thin wrappers for `DEFAULT_AGENT_RUNNER.run()` and `DEFAULT_AGENT_RUNNER.run_streamed()`. + - `DEFAULT_AGENT_RUNNER.run()` and `DEFAULT_AGENT_RUNNER.run_streamed()` are patched in `_patch_runner()` with `_create_run_wrapper()` and `_create_run_streamed_wrapper()`, respectively. + 3. In a loop, the agent repeatedly calls the Responses API, maintaining a conversation history that includes previous messages and tool results, which is passed to each call. + - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `_create_get_model_wrapper()` in `_patch_model()`. + - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools, in `_create_get_all_tools_wrapper()` called via `_patch_tools()` + - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patched_run_single_turn()` and `patched_run_single_turn_streamed()`. + 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. + + Local tools are run based on the return value from the Responses API as a post-API call step in the above loop. + Hosted MCP Tools are run as part of the Responses API call, and involve OpenAI reaching out to an external MCP server. + An agent can handoff to another agent, also directed by the return value of the Responses API and run post-API call in the loop. + Handoffs are a way to switch agent-wide configuration. + - Handoffs are executed by calling `RunImpl.execute_handoffs()`. The method is patched in `patched_execute_handoffs()` + """ + identifier = "openai_agents" @staticmethod diff --git a/sentry_sdk/integrations/openai_agents/patches/agent_run.py b/sentry_sdk/integrations/openai_agents/patches/agent_run.py index eeb821d42a..138151d930 100644 --- a/sentry_sdk/integrations/openai_agents/patches/agent_run.py +++ b/sentry_sdk/integrations/openai_agents/patches/agent_run.py @@ -94,7 +94,11 @@ def _maybe_start_agent_span( async def patched_run_single_turn( cls: "agents.Runner", *args: "Any", **kwargs: "Any" ) -> "Any": - """Patched _run_single_turn that creates agent invocation spans""" + """ + Patched _run_single_turn that + - creates agent invocation spans if there is no already active agent invocation span. + - ends the agent invocation span if and only if an exception is raised in `_run_single_turn()`. + """ agent = kwargs.get("agent") context_wrapper = kwargs.get("context_wrapper") should_run_agent_start_hooks = kwargs.get("should_run_agent_start_hooks", False) @@ -121,7 +125,12 @@ async def patched_run_single_turn( async def patched_execute_handoffs( cls: "agents.Runner", *args: "Any", **kwargs: "Any" ) -> "Any": - """Patched execute_handoffs that creates handoff spans and ends agent span for handoffs""" + """ + Patched execute_handoffs that + - creates and manages handoff spans. + - ends the agent invocation span. + - ends the workflow span if the response is streamed and an exception is raised in `execute_handoffs()`. + """ context_wrapper = kwargs.get("context_wrapper") run_handoffs = kwargs.get("run_handoffs") @@ -156,7 +165,11 @@ async def patched_execute_handoffs( async def patched_execute_final_output( cls: "agents.Runner", *args: "Any", **kwargs: "Any" ) -> "Any": - """Patched execute_final_output that ends agent span for final outputs""" + """ + Patched execute_final_output that + - ends the agent invocation span. + - ends the workflow span if the response is streamed. + """ agent = kwargs.get("agent") context_wrapper = kwargs.get("context_wrapper") @@ -185,7 +198,10 @@ async def patched_execute_final_output( async def patched_run_single_turn_streamed( cls: "agents.Runner", *args: "Any", **kwargs: "Any" ) -> "Any": - """Patched _run_single_turn_streamed that creates agent invocation spans for streaming. + """ + Patched _run_single_turn_streamed that + - creates agent invocation spans for streaming if there is no already active agent invocation span. + - ends the agent invocation span if and only if `_run_single_turn_streamed()` raises an exception. Note: Unlike _run_single_turn which uses keyword-only arguments (*,), _run_single_turn_streamed uses positional arguments. The call signature is: diff --git a/sentry_sdk/integrations/openai_agents/patches/models.py b/sentry_sdk/integrations/openai_agents/patches/models.py index b6a69ae9f7..5d4d71185f 100644 --- a/sentry_sdk/integrations/openai_agents/patches/models.py +++ b/sentry_sdk/integrations/openai_agents/patches/models.py @@ -71,6 +71,11 @@ def _create_get_model_wrapper( ) -> "Callable[..., Any]": """ Wraps the agents.Runner._get_model method to wrap the get_response method of the model to create a AI client span. + + Responsible for + - creating and managing AI client spans. + - adding trace propagation headers to tools with type HostedMCPTool. + - setting the response model on agent invocation spans. """ @wraps( diff --git a/sentry_sdk/integrations/openai_agents/patches/runner.py b/sentry_sdk/integrations/openai_agents/patches/runner.py index b561500495..78c055890e 100644 --- a/sentry_sdk/integrations/openai_agents/patches/runner.py +++ b/sentry_sdk/integrations/openai_agents/patches/runner.py @@ -22,7 +22,9 @@ def _create_run_wrapper(original_func: "Callable[..., Any]") -> "Callable[..., Any]": """ - Wraps the agents.Runner.run methods to create a root span for the agent workflow runs. + Wraps the agents.Runner.run methods to + - create and manage a root span for the agent workflow runs. + - end the agent invocation span if an `AgentsException` is raised in `run()`. Note agents.Runner.run_sync() is a wrapper around agents.Runner.run(), so it does not need to be wrapped separately. @@ -85,7 +87,9 @@ def _create_run_streamed_wrapper( original_func: "Callable[..., Any]", ) -> "Callable[..., Any]": """ - Wraps the agents.Runner.run_streamed method to create a root span for streaming agent workflow runs. + Wraps the agents.Runner.run_streamed method to + - create a root span for streaming agent workflow runs. + - end the workflow span if and only if the response stream is consumed or cancelled. Unlike run(), run_streamed() returns immediately with a RunResultStreaming object while execution continues in a background task. The workflow span must stay open diff --git a/sentry_sdk/integrations/openai_agents/patches/tools.py b/sentry_sdk/integrations/openai_agents/patches/tools.py index d14a3019aa..56047e20c5 100644 --- a/sentry_sdk/integrations/openai_agents/patches/tools.py +++ b/sentry_sdk/integrations/openai_agents/patches/tools.py @@ -19,6 +19,8 @@ def _create_get_all_tools_wrapper( original_get_all_tools: "Callable[..., Any]", ) -> "Callable[..., Any]": """ + Responsible for creating and managing `gen_ai.execute_tool` spans. + Wraps the agents.Runner._get_all_tools method of the Runner class to wrap all function tools with Sentry instrumentation. """ From b50da06ad8d89a0f341fc46b9c05727b84c5691e Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 09:15:19 +0100 Subject: [PATCH 43/53] fix(openai-agents): Patch tool functions following library refactor (#5445) `AgentRunner._get_all_tools()` was moved to `agents.run_internal.turn_preparation.get_all_tools()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 54 ++++++-- .../openai_agents/patches/__init__.py | 2 +- .../openai_agents/patches/tools.py | 117 ++++++++---------- 3 files changed, 98 insertions(+), 75 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 50cdae222b..0c551fd9bd 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -1,8 +1,11 @@ from sentry_sdk.integrations import DidNotEnable, Integration +from sentry_sdk.utils import parse_version + +from functools import wraps from .patches import ( _create_get_model_wrapper, - _create_get_all_tools_wrapper, + _get_all_tools, _create_run_wrapper, _create_run_streamed_wrapper, _patch_agent_run, @@ -17,11 +20,21 @@ # after it, even if we don't use it. import agents from agents.run import DEFAULT_AGENT_RUNNER + from agents.run import AgentRunner + from agents.version import __version__ as OPENAI_AGENTS_VERSION except ImportError: raise DidNotEnable("OpenAI Agents not installed") +try: + # AgentRunner methods moved in v0.8 + # https://github.com/openai/openai-agents-python/commit/3ce7c24d349b77bb750062b7e0e856d9ff48a5d5#diff-7470b3a5c5cbe2fcbb2703dc24f326f45a5819d853be2b1f395d122d278cd911 + from agents.run_internal import run_loop +except ImportError: + run_loop = None + + def _patch_runner() -> None: # Create the root span for one full agent run (including eventual handoffs) # Note agents.run.DEFAULT_AGENT_RUNNER.run_sync is a wrapper around @@ -45,12 +58,6 @@ def _patch_model() -> None: ) -def _patch_tools() -> None: - agents.run.AgentRunner._get_all_tools = classmethod( - _create_get_all_tools_wrapper(agents.run.AgentRunner._get_all_tools), - ) - - class OpenAIAgentsIntegration(Integration): """ NOTE: With version 0.8.0, the class methods below have been refactored to functions. @@ -67,7 +74,7 @@ class OpenAIAgentsIntegration(Integration): - `DEFAULT_AGENT_RUNNER.run()` and `DEFAULT_AGENT_RUNNER.run_streamed()` are patched in `_patch_runner()` with `_create_run_wrapper()` and `_create_run_streamed_wrapper()`, respectively. 3. In a loop, the agent repeatedly calls the Responses API, maintaining a conversation history that includes previous messages and tool results, which is passed to each call. - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `_create_get_model_wrapper()` in `_patch_model()`. - - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools, in `_create_get_all_tools_wrapper()` called via `_patch_tools()` + - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools in `patches._get_all_tools()`. - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patched_run_single_turn()` and `patched_run_single_turn_streamed()`. 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. @@ -83,6 +90,35 @@ class OpenAIAgentsIntegration(Integration): @staticmethod def setup_once() -> None: _patch_error_tracing() - _patch_tools() _patch_model() _patch_runner() + + library_version = parse_version(OPENAI_AGENTS_VERSION) + if library_version is not None and library_version >= ( + 0, + 8, + ): + + @wraps(run_loop.get_all_tools) + async def new_wrapped_get_all_tools( + agent: "agents.Agent", + context_wrapper: "agents.RunContextWrapper", + ) -> "list[agents.Tool]": + return await _get_all_tools( + run_loop.get_all_tools, agent, context_wrapper + ) + + agents.run.get_all_tools = new_wrapped_get_all_tools + return + + original_get_all_tools = AgentRunner._get_all_tools + + @wraps(AgentRunner._get_all_tools.__func__) + async def old_wrapped_get_all_tools( + cls: "agents.Runner", + agent: "agents.Agent", + context_wrapper: "agents.RunContextWrapper", + ) -> "list[agents.Tool]": + return await _get_all_tools(original_get_all_tools, agent, context_wrapper) + + agents.run.AgentRunner._get_all_tools = classmethod(old_wrapped_get_all_tools) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index b53ca79e19..ab3948bdc1 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -1,5 +1,5 @@ from .models import _create_get_model_wrapper # noqa: F401 -from .tools import _create_get_all_tools_wrapper # noqa: F401 +from .tools import _get_all_tools # noqa: F401 from .runner import _create_run_wrapper, _create_run_streamed_wrapper # noqa: F401 from .agent_run import _patch_agent_run # noqa: F401 from .error_tracing import _patch_error_tracing # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/tools.py b/sentry_sdk/integrations/openai_agents/patches/tools.py index 56047e20c5..e13dfcbab2 100644 --- a/sentry_sdk/integrations/openai_agents/patches/tools.py +++ b/sentry_sdk/integrations/openai_agents/patches/tools.py @@ -7,7 +7,7 @@ from typing import TYPE_CHECKING if TYPE_CHECKING: - from typing import Any, Callable + from typing import Any, Callable, Awaitable try: import agents @@ -15,70 +15,57 @@ raise DidNotEnable("OpenAI Agents not installed") -def _create_get_all_tools_wrapper( - original_get_all_tools: "Callable[..., Any]", -) -> "Callable[..., Any]": +async def _get_all_tools( + original_get_all_tools: "Callable[..., Awaitable[list[agents.Tool]]]", + agent: "agents.Agent", + context_wrapper: "agents.RunContextWrapper", +) -> "list[agents.Tool]": """ Responsible for creating and managing `gen_ai.execute_tool` spans. - - Wraps the agents.Runner._get_all_tools method of the Runner class to wrap all function tools with Sentry instrumentation. """ - - @wraps( - original_get_all_tools.__func__ - if hasattr(original_get_all_tools, "__func__") - else original_get_all_tools - ) - async def wrapped_get_all_tools( - cls: "agents.Runner", - agent: "agents.Agent", - context_wrapper: "agents.RunContextWrapper", - ) -> "list[agents.Tool]": - # Get the original tools - tools = await original_get_all_tools(agent, context_wrapper) - - wrapped_tools = [] - for tool in tools: - # Wrap only the function tools (for now) - if tool.__class__.__name__ != "FunctionTool": - wrapped_tools.append(tool) - continue - - # Create a new FunctionTool with our wrapped invoke method - original_on_invoke = tool.on_invoke_tool - - def create_wrapped_invoke( - current_tool: "agents.Tool", current_on_invoke: "Callable[..., Any]" - ) -> "Callable[..., Any]": - @wraps(current_on_invoke) - async def sentry_wrapped_on_invoke_tool( - *args: "Any", **kwargs: "Any" - ) -> "Any": - with execute_tool_span(current_tool, *args, **kwargs) as span: - # We can not capture exceptions in tool execution here because - # `_on_invoke_tool` is swallowing the exception here: - # https://github.com/openai/openai-agents-python/blob/main/src/agents/tool.py#L409-L422 - # And because function_tool is a decorator with `default_tool_error_function` set as a default parameter - # I was unable to monkey patch it because those are evaluated at module import time - # and the SDK is too late to patch it. I was also unable to patch `_on_invoke_tool_impl` - # because it is nested inside this import time code. As if they made it hard to patch on purpose... - result = await current_on_invoke(*args, **kwargs) - update_execute_tool_span(span, agent, current_tool, result) - - return result - - return sentry_wrapped_on_invoke_tool - - wrapped_tool = agents.FunctionTool( - name=tool.name, - description=tool.description, - params_json_schema=tool.params_json_schema, - on_invoke_tool=create_wrapped_invoke(tool, original_on_invoke), - strict_json_schema=tool.strict_json_schema, - is_enabled=tool.is_enabled, - ) - wrapped_tools.append(wrapped_tool) - - return wrapped_tools - - return wrapped_get_all_tools + # Get the original tools + tools = await original_get_all_tools(agent, context_wrapper) + + wrapped_tools = [] + for tool in tools: + # Wrap only the function tools (for now) + if tool.__class__.__name__ != "FunctionTool": + wrapped_tools.append(tool) + continue + + # Create a new FunctionTool with our wrapped invoke method + original_on_invoke = tool.on_invoke_tool + + def create_wrapped_invoke( + current_tool: "agents.Tool", current_on_invoke: "Callable[..., Any]" + ) -> "Callable[..., Any]": + @wraps(current_on_invoke) + async def sentry_wrapped_on_invoke_tool( + *args: "Any", **kwargs: "Any" + ) -> "Any": + with execute_tool_span(current_tool, *args, **kwargs) as span: + # We can not capture exceptions in tool execution here because + # `_on_invoke_tool` is swallowing the exception here: + # https://github.com/openai/openai-agents-python/blob/main/src/agents/tool.py#L409-L422 + # And because function_tool is a decorator with `default_tool_error_function` set as a default parameter + # I was unable to monkey patch it because those are evaluated at module import time + # and the SDK is too late to patch it. I was also unable to patch `_on_invoke_tool_impl` + # because it is nested inside this import time code. As if they made it hard to patch on purpose... + result = await current_on_invoke(*args, **kwargs) + update_execute_tool_span(span, agent, current_tool, result) + + return result + + return sentry_wrapped_on_invoke_tool + + wrapped_tool = agents.FunctionTool( + name=tool.name, + description=tool.description, + params_json_schema=tool.params_json_schema, + on_invoke_tool=create_wrapped_invoke(tool, original_on_invoke), + strict_json_schema=tool.strict_json_schema, + is_enabled=tool.is_enabled, + ) + wrapped_tools.append(wrapped_tool) + + return wrapped_tools From f78df7c01768282a32cdc8d12cf899769f7551bd Mon Sep 17 00:00:00 2001 From: Ivana Kellyer Date: Fri, 13 Feb 2026 14:20:17 +0100 Subject: [PATCH 44/53] ci: Use fixed clickhouse action, remove aws-sam-cli dependency (#5457) Use https://github.com/getsentry/action-clickhouse-in-ci/releases/tag/v1.7 in our clickhouse test setup. GH environment already has AWS SAM installed with a version compatible with the Docker API offered. --------- Co-authored-by: Alex Alderman Webb --- .github/workflows/test-integrations-dbs.yml | 2 +- .../populate_tox/package_dependencies.jsonl | 21 +++-- scripts/populate_tox/releases.jsonl | 49 +++++----- scripts/populate_tox/tox.jinja | 1 - .../templates/test_group.jinja | 2 +- tox.ini | 91 +++++++++---------- 6 files changed, 84 insertions(+), 82 deletions(-) diff --git a/.github/workflows/test-integrations-dbs.yml b/.github/workflows/test-integrations-dbs.yml index b1dadb0ca5..c27d728b98 100644 --- a/.github/workflows/test-integrations-dbs.yml +++ b/.github/workflows/test-integrations-dbs.yml @@ -66,7 +66,7 @@ jobs: python-version: ${{ matrix.python-version }} allow-prereleases: true - name: "Setup ClickHouse Server" - uses: getsentry/action-clickhouse-in-ci@v1.6 + uses: getsentry/action-clickhouse-in-ci@v1.7 - name: Setup Test Env run: | pip install "coverage[toml]" tox diff --git 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{"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl"}, {"packagetype": "sdist", "filename": "uuid_utils-0.14.0.tar.gz"}]} diff --git a/scripts/populate_tox/tox.jinja b/scripts/populate_tox/tox.jinja index 7e49c2156d..e623c43e89 100755 --- a/scripts/populate_tox/tox.jinja +++ b/scripts/populate_tox/tox.jinja @@ -112,7 +112,6 @@ deps = # AWS Lambda aws_lambda: aws-cdk-lib - aws_lambda: aws-sam-cli aws_lambda: boto3 aws_lambda: fastapi aws_lambda: requests diff --git a/scripts/split_tox_gh_actions/templates/test_group.jinja b/scripts/split_tox_gh_actions/templates/test_group.jinja index e9581d2d8f..bec1a0f835 100644 --- a/scripts/split_tox_gh_actions/templates/test_group.jinja +++ b/scripts/split_tox_gh_actions/templates/test_group.jinja @@ -51,7 +51,7 @@ {% if needs_clickhouse %} - name: "Setup ClickHouse Server" - uses: getsentry/action-clickhouse-in-ci@v1.6 + uses: getsentry/action-clickhouse-in-ci@v1.7 {% endif %} {% if needs_redis %} diff --git a/tox.ini b/tox.ini index f8e8739d47..5a141f6b0e 100644 --- a/tox.ini +++ b/tox.ini @@ -65,7 +65,7 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.4.1 {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v1.0 {py3.10,py3.12,py3.13}-fastmcp-v2.14.5 - {py3.10,py3.12,py3.13}-fastmcp-v3.0.0b2 + {py3.10,py3.12,py3.13}-fastmcp-v3.0.0rc1 # ~~~ Agents ~~~ @@ -75,19 +75,19 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0 {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.18.0 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.36.0 - {py3.10,py3.12,py3.13}-pydantic_ai-v1.56.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.19.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.38.0 + {py3.10,py3.12,py3.13}-pydantic_ai-v1.58.0 # ~~~ AI Workflow ~~~ {py3.9,py3.11,py3.12}-langchain-base-v0.1.20 {py3.9,py3.12,py3.13}-langchain-base-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-base-v1.2.9 + {py3.10,py3.13,py3.14}-langchain-base-v1.2.10 {py3.9,py3.11,py3.12}-langchain-notiktoken-v0.1.20 {py3.9,py3.12,py3.13}-langchain-notiktoken-v0.3.27 - {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.9 + {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.10 {py3.9,py3.13,py3.14}-langgraph-v0.6.11 {py3.10,py3.12,py3.13}-langgraph-v1.0.8 @@ -102,12 +102,12 @@ envlist = {py3.9,py3.10,py3.11}-cohere-v5.4.0 {py3.9,py3.11,py3.12}-cohere-v5.10.0 {py3.9,py3.11,py3.12}-cohere-v5.15.0 - {py3.9,py3.11,py3.12}-cohere-v5.20.4 + {py3.9,py3.13,py3.14}-cohere-v5.20.5 {py3.9,py3.12,py3.13}-google_genai-v1.29.0 {py3.9,py3.12,py3.13}-google_genai-v1.40.0 {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.51.0 - {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.62.0 + {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.63.0 {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7 {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.2 @@ -116,22 +116,22 @@ envlist = {py3.9,py3.12,py3.13}-litellm-v1.77.7 {py3.9,py3.12,py3.13}-litellm-v1.78.7 {py3.9,py3.12,py3.13}-litellm-v1.79.3 - {py3.9,py3.12,py3.13}-litellm-v1.81.9 + {py3.9,py3.12,py3.13}-litellm-v1.81.11 {py3.8,py3.11,py3.12}-openai-base-v1.0.1 {py3.8,py3.12,py3.13}-openai-base-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.17.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.20.0 {py3.8,py3.11,py3.12}-openai-notiktoken-v1.0.1 {py3.8,py3.12,py3.13}-openai-notiktoken-v1.109.1 - {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.17.0 + {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.20.0 # ~~~ Cloud ~~~ {py3.6,py3.7}-boto3-v1.12.49 {py3.6,py3.9,py3.10}-boto3-v1.21.46 {py3.7,py3.11,py3.12}-boto3-v1.33.13 - {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.44 + {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.48 {py3.6,py3.7,py3.8}-chalice-v1.16.0 {py3.9,py3.12,py3.13}-chalice-v1.32.0 @@ -154,7 +154,7 @@ envlist = {py3.7,py3.10,py3.11}-redis-v4.6.0 {py3.8,py3.11,py3.12}-redis-v5.3.1 {py3.9,py3.12,py3.13}-redis-v6.4.0 - {py3.10,py3.13,py3.14,py3.14t}-redis-v7.1.0 + {py3.10,py3.13,py3.14,py3.14t}-redis-v7.1.1 {py3.6}-redis_py_cluster_legacy-v1.3.6 {py3.6,py3.7,py3.8}-redis_py_cluster_legacy-v2.1.3 @@ -167,16 +167,16 @@ envlist = # ~~~ Flags ~~~ {py3.8,py3.12,py3.13}-launchdarkly-v9.8.1 - {py3.9,py3.13,py3.14,py3.14t}-launchdarkly-v9.14.1 + {py3.10,py3.13,py3.14,py3.14t}-launchdarkly-v9.15.0 {py3.8,py3.13,py3.14,py3.14t}-openfeature-v0.7.5 {py3.9,py3.13,py3.14,py3.14t}-openfeature-v0.8.4 {py3.7,py3.13,py3.14}-statsig-v0.55.3 - {py3.7,py3.13,py3.14}-statsig-v0.68.0 + {py3.7,py3.13,py3.14}-statsig-v0.69.0 {py3.8,py3.12,py3.13}-unleash-v6.0.1 - {py3.8,py3.12,py3.13}-unleash-v6.5.1 + {py3.8,py3.12,py3.13}-unleash-v6.5.2 # ~~~ GraphQL ~~~ @@ -257,9 +257,9 @@ envlist = {py3.10,py3.13,py3.14,py3.14t}-starlette-v0.52.1 {py3.6,py3.9,py3.10}-fastapi-v0.79.1 - {py3.7,py3.10,py3.11}-fastapi-v0.95.2 - {py3.8,py3.11,py3.12}-fastapi-v0.111.1 - {py3.9,py3.13,py3.14,py3.14t}-fastapi-v0.128.5 + {py3.7,py3.10,py3.11}-fastapi-v0.96.1 + {py3.8,py3.11,py3.12}-fastapi-v0.113.0 + {py3.10,py3.13,py3.14,py3.14t}-fastapi-v0.129.0 # ~~~ Web 2 ~~~ @@ -313,7 +313,7 @@ envlist = {py3.9,py3.12,py3.13}-trytond-v7.8.4 {py3.7,py3.12,py3.13}-typer-v0.15.4 - {py3.9,py3.13,py3.14,py3.14t}-typer-v0.21.1 + {py3.9,py3.13,py3.14,py3.14t}-typer-v0.23.1 @@ -363,7 +363,6 @@ deps = # AWS Lambda aws_lambda: aws-cdk-lib - aws_lambda: aws-sam-cli aws_lambda: boto3 aws_lambda: fastapi aws_lambda: requests @@ -392,7 +391,7 @@ deps = fastmcp-v0.4.1: fastmcp==0.4.1 fastmcp-v1.0: fastmcp==1.0 fastmcp-v2.14.5: fastmcp==2.14.5 - fastmcp-v3.0.0b2: fastmcp==3.0.0b2 + fastmcp-v3.0.0rc1: fastmcp==3.0.0rc1 fastmcp: pytest-asyncio @@ -404,33 +403,33 @@ deps = openai_agents: pytest-asyncio pydantic_ai-v1.0.18: pydantic-ai==1.0.18 - pydantic_ai-v1.18.0: pydantic-ai==1.18.0 - pydantic_ai-v1.36.0: pydantic-ai==1.36.0 - pydantic_ai-v1.56.0: pydantic-ai==1.56.0 + pydantic_ai-v1.19.0: pydantic-ai==1.19.0 + pydantic_ai-v1.38.0: pydantic-ai==1.38.0 + pydantic_ai-v1.58.0: pydantic-ai==1.58.0 pydantic_ai: pytest-asyncio # ~~~ AI Workflow ~~~ langchain-base-v0.1.20: langchain==0.1.20 langchain-base-v0.3.27: langchain==0.3.27 - langchain-base-v1.2.9: langchain==1.2.9 + langchain-base-v1.2.10: langchain==1.2.10 langchain-base: pytest-asyncio langchain-base: openai langchain-base: tiktoken langchain-base: langchain-openai langchain-base-v0.3.27: langchain-community - langchain-base-v1.2.9: langchain-community - langchain-base-v1.2.9: langchain-classic + langchain-base-v1.2.10: langchain-community + langchain-base-v1.2.10: langchain-classic langchain-notiktoken-v0.1.20: langchain==0.1.20 langchain-notiktoken-v0.3.27: langchain==0.3.27 - langchain-notiktoken-v1.2.9: langchain==1.2.9 + langchain-notiktoken-v1.2.10: langchain==1.2.10 langchain-notiktoken: pytest-asyncio langchain-notiktoken: openai langchain-notiktoken: langchain-openai langchain-notiktoken-v0.3.27: langchain-community - langchain-notiktoken-v1.2.9: langchain-community - langchain-notiktoken-v1.2.9: langchain-classic + langchain-notiktoken-v1.2.10: langchain-community + langchain-notiktoken-v1.2.10: langchain-classic langgraph-v0.6.11: langgraph==0.6.11 langgraph-v1.0.8: langgraph==1.0.8 @@ -448,12 +447,12 @@ deps = cohere-v5.4.0: cohere==5.4.0 cohere-v5.10.0: cohere==5.10.0 cohere-v5.15.0: cohere==5.15.0 - cohere-v5.20.4: cohere==5.20.4 + cohere-v5.20.5: cohere==5.20.5 google_genai-v1.29.0: google-genai==1.29.0 google_genai-v1.40.0: google-genai==1.40.0 google_genai-v1.51.0: google-genai==1.51.0 - google_genai-v1.62.0: google-genai==1.62.0 + google_genai-v1.63.0: google-genai==1.63.0 google_genai: pytest-asyncio huggingface_hub-v0.24.7: huggingface_hub==0.24.7 @@ -465,18 +464,18 @@ deps = litellm-v1.77.7: litellm==1.77.7 litellm-v1.78.7: litellm==1.78.7 litellm-v1.79.3: litellm==1.79.3 - litellm-v1.81.9: litellm==1.81.9 + litellm-v1.81.11: litellm==1.81.11 openai-base-v1.0.1: openai==1.0.1 openai-base-v1.109.1: openai==1.109.1 - openai-base-v2.17.0: openai==2.17.0 + openai-base-v2.20.0: openai==2.20.0 openai-base: pytest-asyncio openai-base: tiktoken openai-base-v1.0.1: httpx<0.28 openai-notiktoken-v1.0.1: openai==1.0.1 openai-notiktoken-v1.109.1: openai==1.109.1 - openai-notiktoken-v2.17.0: openai==2.17.0 + openai-notiktoken-v2.20.0: openai==2.20.0 openai-notiktoken: pytest-asyncio openai-notiktoken-v1.0.1: httpx<0.28 @@ -485,7 +484,7 @@ deps = boto3-v1.12.49: boto3==1.12.49 boto3-v1.21.46: boto3==1.21.46 boto3-v1.33.13: boto3==1.33.13 - boto3-v1.42.44: boto3==1.42.44 + boto3-v1.42.48: boto3==1.42.48 {py3.7,py3.8}-boto3: urllib3<2.0.0 chalice-v1.16.0: chalice==1.16.0 @@ -513,7 +512,7 @@ deps = redis-v4.6.0: redis==4.6.0 redis-v5.3.1: redis==5.3.1 redis-v6.4.0: redis==6.4.0 - redis-v7.1.0: redis==7.1.0 + redis-v7.1.1: redis==7.1.1 redis: fakeredis!=1.7.4 redis: pytest<8.0.0 redis-v4.6.0: fakeredis<2.31.0 @@ -531,17 +530,17 @@ deps = # ~~~ Flags ~~~ launchdarkly-v9.8.1: launchdarkly-server-sdk==9.8.1 - launchdarkly-v9.14.1: launchdarkly-server-sdk==9.14.1 + launchdarkly-v9.15.0: launchdarkly-server-sdk==9.15.0 openfeature-v0.7.5: openfeature-sdk==0.7.5 openfeature-v0.8.4: openfeature-sdk==0.8.4 statsig-v0.55.3: statsig==0.55.3 - statsig-v0.68.0: statsig==0.68.0 + statsig-v0.69.0: statsig==0.69.0 statsig: typing_extensions unleash-v6.0.1: UnleashClient==6.0.1 - unleash-v6.5.1: UnleashClient==6.5.1 + unleash-v6.5.2: UnleashClient==6.5.2 # ~~~ GraphQL ~~~ @@ -690,16 +689,16 @@ deps = {py3.6}-starlette: aiocontextvars fastapi-v0.79.1: fastapi==0.79.1 - fastapi-v0.95.2: fastapi==0.95.2 - fastapi-v0.111.1: fastapi==0.111.1 - fastapi-v0.128.5: fastapi==0.128.5 + fastapi-v0.96.1: fastapi==0.96.1 + fastapi-v0.113.0: fastapi==0.113.0 + fastapi-v0.129.0: fastapi==0.129.0 fastapi: httpx fastapi: pytest-asyncio fastapi: python-multipart fastapi: requests fastapi: anyio<4 fastapi-v0.79.1: httpx<0.28.0 - fastapi-v0.95.2: httpx<0.28.0 + fastapi-v0.96.1: httpx<0.28.0 {py3.6}-fastapi: aiocontextvars @@ -792,7 +791,7 @@ deps = trytond-v4.8.18: werkzeug<1.0 typer-v0.15.4: typer==0.15.4 - typer-v0.21.1: typer==0.21.1 + typer-v0.23.1: typer==0.23.1 From a5c2906a480d9b108041759b4e04912e296f7f90 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 14:34:37 +0100 Subject: [PATCH 45/53] fix(openai-agents): Patch models functions following library refactor (#5449) `AgentRunner. _get_model()` was moved to `agents.run_internal.turn_preparation. get_model()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 32 ++- .../openai_agents/patches/__init__.py | 2 +- .../openai_agents/patches/models.py | 235 +++++++++--------- 3 files changed, 134 insertions(+), 135 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 0c551fd9bd..9b3a670c2c 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -4,7 +4,7 @@ from functools import wraps from .patches import ( - _create_get_model_wrapper, + _get_model, _get_all_tools, _create_run_wrapper, _create_run_streamed_wrapper, @@ -30,9 +30,10 @@ try: # AgentRunner methods moved in v0.8 # https://github.com/openai/openai-agents-python/commit/3ce7c24d349b77bb750062b7e0e856d9ff48a5d5#diff-7470b3a5c5cbe2fcbb2703dc24f326f45a5819d853be2b1f395d122d278cd911 - from agents.run_internal import run_loop + from agents.run_internal import run_loop, turn_preparation except ImportError: run_loop = None + turn_preparation = None def _patch_runner() -> None: @@ -52,12 +53,6 @@ def _patch_runner() -> None: _patch_agent_run() -def _patch_model() -> None: - agents.run.AgentRunner._get_model = classmethod( - _create_get_model_wrapper(agents.run.AgentRunner._get_model), - ) - - class OpenAIAgentsIntegration(Integration): """ NOTE: With version 0.8.0, the class methods below have been refactored to functions. @@ -73,7 +68,7 @@ class OpenAIAgentsIntegration(Integration): - `Runner.run()` and `Runner.run_streamed()` are thin wrappers for `DEFAULT_AGENT_RUNNER.run()` and `DEFAULT_AGENT_RUNNER.run_streamed()`. - `DEFAULT_AGENT_RUNNER.run()` and `DEFAULT_AGENT_RUNNER.run_streamed()` are patched in `_patch_runner()` with `_create_run_wrapper()` and `_create_run_streamed_wrapper()`, respectively. 3. In a loop, the agent repeatedly calls the Responses API, maintaining a conversation history that includes previous messages and tool results, which is passed to each call. - - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `_create_get_model_wrapper()` in `_patch_model()`. + - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `patches._get_model()`. - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools in `patches._get_all_tools()`. - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patched_run_single_turn()` and `patched_run_single_turn_streamed()`. 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. @@ -90,7 +85,6 @@ class OpenAIAgentsIntegration(Integration): @staticmethod def setup_once() -> None: _patch_error_tracing() - _patch_model() _patch_runner() library_version = parse_version(OPENAI_AGENTS_VERSION) @@ -109,6 +103,14 @@ async def new_wrapped_get_all_tools( ) agents.run.get_all_tools = new_wrapped_get_all_tools + + @wraps(turn_preparation.get_model) + def new_wrapped_get_model( + agent: "agents.Agent", run_config: "agents.RunConfig" + ) -> "agents.Model": + return _get_model(turn_preparation.get_model, agent, run_config) + + agents.run_internal.run_loop.get_model = new_wrapped_get_model return original_get_all_tools = AgentRunner._get_all_tools @@ -122,3 +124,13 @@ async def old_wrapped_get_all_tools( return await _get_all_tools(original_get_all_tools, agent, context_wrapper) agents.run.AgentRunner._get_all_tools = classmethod(old_wrapped_get_all_tools) + + original_get_model = AgentRunner._get_model + + @wraps(AgentRunner._get_model.__func__) + def old_wrapped_get_model( + cls: "agents.Runner", agent: "agents.Agent", run_config: "agents.RunConfig" + ) -> "agents.Model": + return _get_model(original_get_model, agent, run_config) + + agents.run.AgentRunner._get_model = classmethod(old_wrapped_get_model) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index ab3948bdc1..fe06200793 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -1,4 +1,4 @@ -from .models import _create_get_model_wrapper # noqa: F401 +from .models import _get_model # noqa: F401 from .tools import _get_all_tools # noqa: F401 from .runner import _create_run_wrapper, _create_run_streamed_wrapper # noqa: F401 from .agent_run import _patch_agent_run # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/models.py b/sentry_sdk/integrations/openai_agents/patches/models.py index 5d4d71185f..6b5dceef97 100644 --- a/sentry_sdk/integrations/openai_agents/patches/models.py +++ b/sentry_sdk/integrations/openai_agents/patches/models.py @@ -66,141 +66,128 @@ def _inject_trace_propagation_headers( headers[key] = value -def _create_get_model_wrapper( - original_get_model: "Callable[..., Any]", -) -> "Callable[..., Any]": +def _get_model( + original_get_model: "Callable[..., agents.Model]", + agent: "agents.Agent", + run_config: "agents.RunConfig", +) -> "agents.Model": """ - Wraps the agents.Runner._get_model method to wrap the get_response method of the model to create a AI client span. - Responsible for - creating and managing AI client spans. - adding trace propagation headers to tools with type HostedMCPTool. - setting the response model on agent invocation spans. """ + # copy the model to double patching its methods. We use copy on purpose here (instead of deepcopy) + # because we only patch its direct methods, all underlying data can remain unchanged. + model = copy.copy(original_get_model(agent, run_config)) + + # Capture the request model name for spans (agent.model can be None when using defaults) + request_model_name = model.model if hasattr(model, "model") else str(model) + agent._sentry_request_model = request_model_name + + # Wrap _fetch_response if it exists (for OpenAI models) to capture response model + if hasattr(model, "_fetch_response"): + original_fetch_response = model._fetch_response + + @wraps(original_fetch_response) + async def wrapped_fetch_response(*args: "Any", **kwargs: "Any") -> "Any": + response = await original_fetch_response(*args, **kwargs) + if hasattr(response, "model") and response.model: + agent._sentry_response_model = str(response.model) + return response + + model._fetch_response = wrapped_fetch_response + + original_get_response = model.get_response + + @wraps(original_get_response) + async def wrapped_get_response(*args: "Any", **kwargs: "Any") -> "Any": + mcp_tools = kwargs.get("tools") + hosted_tools = [] + if mcp_tools is not None: + hosted_tools = [ + tool for tool in mcp_tools if isinstance(tool, HostedMCPTool) + ] + + with ai_client_span(agent, kwargs) as span: + for hosted_tool in hosted_tools: + _inject_trace_propagation_headers(hosted_tool, span=span) + + result = await original_get_response(*args, **kwargs) + + # Get response model captured from _fetch_response and clean up + response_model = getattr(agent, "_sentry_response_model", None) + if response_model: + delattr(agent, "_sentry_response_model") + + _set_response_model_on_agent_span(agent, response_model) + update_ai_client_span(span, result, response_model, agent) + + return result + + model.get_response = wrapped_get_response + + # Also wrap stream_response for streaming support + if hasattr(model, "stream_response"): + original_stream_response = model.stream_response + + @wraps(original_stream_response) + async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any": + # Uses explicit try/finally instead of context manager to ensure cleanup + # even if the consumer abandons the stream (GeneratorExit). + span_kwargs = dict(kwargs) + if len(args) > 0: + span_kwargs["system_instructions"] = args[0] + if len(args) > 1: + span_kwargs["input"] = args[1] - @wraps( - original_get_model.__func__ - if hasattr(original_get_model, "__func__") - else original_get_model - ) - def wrapped_get_model( - cls: "agents.Runner", agent: "agents.Agent", run_config: "agents.RunConfig" - ) -> "agents.Model": - # copy the model to double patching its methods. We use copy on purpose here (instead of deepcopy) - # because we only patch its direct methods, all underlying data can remain unchanged. - model = copy.copy(original_get_model(agent, run_config)) - - # Capture the request model name for spans (agent.model can be None when using defaults) - request_model_name = model.model if hasattr(model, "model") else str(model) - agent._sentry_request_model = request_model_name - - # Wrap _fetch_response if it exists (for OpenAI models) to capture response model - if hasattr(model, "_fetch_response"): - original_fetch_response = model._fetch_response - - @wraps(original_fetch_response) - async def wrapped_fetch_response(*args: "Any", **kwargs: "Any") -> "Any": - response = await original_fetch_response(*args, **kwargs) - if hasattr(response, "model") and response.model: - agent._sentry_response_model = str(response.model) - return response - - model._fetch_response = wrapped_fetch_response - - original_get_response = model.get_response - - @wraps(original_get_response) - async def wrapped_get_response(*args: "Any", **kwargs: "Any") -> "Any": - mcp_tools = kwargs.get("tools") hosted_tools = [] - if mcp_tools is not None: - hosted_tools = [ - tool for tool in mcp_tools if isinstance(tool, HostedMCPTool) - ] + if len(args) > 3: + mcp_tools = args[3] + + if mcp_tools is not None: + hosted_tools = [ + tool for tool in mcp_tools if isinstance(tool, HostedMCPTool) + ] - with ai_client_span(agent, kwargs) as span: + with ai_client_span(agent, span_kwargs) as span: for hosted_tool in hosted_tools: _inject_trace_propagation_headers(hosted_tool, span=span) - result = await original_get_response(*args, **kwargs) - - # Get response model captured from _fetch_response and clean up - response_model = getattr(agent, "_sentry_response_model", None) - if response_model: - delattr(agent, "_sentry_response_model") - - _set_response_model_on_agent_span(agent, response_model) - update_ai_client_span(span, result, response_model, agent) - - return result - - model.get_response = wrapped_get_response - - # Also wrap stream_response for streaming support - if hasattr(model, "stream_response"): - original_stream_response = model.stream_response - - @wraps(original_stream_response) - async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any": - # Uses explicit try/finally instead of context manager to ensure cleanup - # even if the consumer abandons the stream (GeneratorExit). - span_kwargs = dict(kwargs) - if len(args) > 0: - span_kwargs["system_instructions"] = args[0] - if len(args) > 1: - span_kwargs["input"] = args[1] - - hosted_tools = [] - if len(args) > 3: - mcp_tools = args[3] - - if mcp_tools is not None: - hosted_tools = [ - tool - for tool in mcp_tools - if isinstance(tool, HostedMCPTool) - ] - - with ai_client_span(agent, span_kwargs) as span: - for hosted_tool in hosted_tools: - _inject_trace_propagation_headers(hosted_tool, span=span) - - span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True) - - streaming_response = None - ttft_recorded = False - # Capture start time locally to avoid race conditions with concurrent requests - start_time = time.perf_counter() - - async for event in original_stream_response(*args, **kwargs): - # Detect first content token (text delta event) - if not ttft_recorded and hasattr(event, "delta"): - ttft = time.perf_counter() - start_time - span.set_data( - SPANDATA.GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN, ttft - ) - ttft_recorded = True - - # Capture the full response from ResponseCompletedEvent - if hasattr(event, "response"): - streaming_response = event.response - yield event - - # Update span with response data (usage, output, model) - if streaming_response: - response_model = ( - str(streaming_response.model) - if hasattr(streaming_response, "model") - and streaming_response.model - else None - ) - _set_response_model_on_agent_span(agent, response_model) - update_ai_client_span( - span, streaming_response, response_model, agent - ) - - model.stream_response = wrapped_stream_response + span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True) - return model + streaming_response = None + ttft_recorded = False + # Capture start time locally to avoid race conditions with concurrent requests + start_time = time.perf_counter() - return wrapped_get_model + async for event in original_stream_response(*args, **kwargs): + # Detect first content token (text delta event) + if not ttft_recorded and hasattr(event, "delta"): + ttft = time.perf_counter() - start_time + span.set_data( + SPANDATA.GEN_AI_RESPONSE_TIME_TO_FIRST_TOKEN, ttft + ) + ttft_recorded = True + + # Capture the full response from ResponseCompletedEvent + if hasattr(event, "response"): + streaming_response = event.response + yield event + + # Update span with response data (usage, output, model) + if streaming_response: + response_model = ( + str(streaming_response.model) + if hasattr(streaming_response, "model") + and streaming_response.model + else None + ) + _set_response_model_on_agent_span(agent, response_model) + update_ai_client_span( + span, streaming_response, response_model, agent + ) + + model.stream_response = wrapped_stream_response + + return model From 14e3e0a0a0cf3b2320fb88c3568ff1a74d86cc36 Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 14:54:25 +0100 Subject: [PATCH 46/53] fix(openai-agents): Patch `run_single_turn()` functions following library refactor (#5450) `AgentRunner._run_single_turn()` was moved to `agents.run_internal.run_loop.run_single_turn()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 31 +++- .../openai_agents/patches/__init__.py | 2 +- .../openai_agents/patches/agent_run.py | 164 +++++++++--------- 3 files changed, 114 insertions(+), 83 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 9b3a670c2c..2f0ac023e7 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -6,6 +6,7 @@ from .patches import ( _get_model, _get_all_tools, + _run_single_turn, _create_run_wrapper, _create_run_streamed_wrapper, _patch_agent_run, @@ -35,6 +36,13 @@ run_loop = None turn_preparation = None +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + from typing import Any + + from agents.run_internal.run_steps import SingleStepResult + def _patch_runner() -> None: # Create the root span for one full agent run (including eventual handoffs) @@ -70,7 +78,7 @@ class OpenAIAgentsIntegration(Integration): 3. In a loop, the agent repeatedly calls the Responses API, maintaining a conversation history that includes previous messages and tool results, which is passed to each call. - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `patches._get_model()`. - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools in `patches._get_all_tools()`. - - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patched_run_single_turn()` and `patched_run_single_turn_streamed()`. + - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patches._run_single_turn()` and `patched_run_single_turn_streamed()`. 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. Local tools are run based on the return value from the Responses API as a post-API call step in the above loop. @@ -111,6 +119,15 @@ def new_wrapped_get_model( return _get_model(turn_preparation.get_model, agent, run_config) agents.run_internal.run_loop.get_model = new_wrapped_get_model + + @wraps(run_loop.run_single_turn) + async def new_wrapped_run_single_turn( + *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _run_single_turn(run_loop.run_single_turn, *args, **kwargs) + + agents.run.run_single_turn = new_wrapped_run_single_turn + return original_get_all_tools = AgentRunner._get_all_tools @@ -134,3 +151,15 @@ def old_wrapped_get_model( return _get_model(original_get_model, agent, run_config) agents.run.AgentRunner._get_model = classmethod(old_wrapped_get_model) + + original_run_single_turn = AgentRunner._run_single_turn + + @wraps(AgentRunner._run_single_turn.__func__) + async def old_wrapped_run_single_turn( + cls: "agents.Runner", *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _run_single_turn(original_run_single_turn, *args, **kwargs) + + agents.run.AgentRunner._run_single_turn = classmethod( + old_wrapped_run_single_turn + ) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index fe06200793..d471a9f35c 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -1,5 +1,5 @@ from .models import _get_model # noqa: F401 from .tools import _get_all_tools # noqa: F401 from .runner import _create_run_wrapper, _create_run_streamed_wrapper # noqa: F401 -from .agent_run import _patch_agent_run # noqa: F401 +from .agent_run import _run_single_turn, _patch_agent_run # noqa: F401 from .error_tracing import _patch_error_tracing # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/agent_run.py b/sentry_sdk/integrations/openai_agents/patches/agent_run.py index 138151d930..ae879ad9df 100644 --- a/sentry_sdk/integrations/openai_agents/patches/agent_run.py +++ b/sentry_sdk/integrations/openai_agents/patches/agent_run.py @@ -14,108 +14,111 @@ from typing import TYPE_CHECKING if TYPE_CHECKING: - from typing import Any, Optional + from typing import Any, Optional, Callable, Awaitable from sentry_sdk.tracing import Span + from agents.run_internal.run_steps import SingleStepResult + try: import agents except ImportError: raise DidNotEnable("OpenAI Agents not installed") -def _patch_agent_run() -> None: - """ - Patches AgentRunner methods to create agent invocation spans. - This directly patches the execution flow to track when agents start and stop. +def _has_active_agent_span(context_wrapper: "agents.RunContextWrapper") -> bool: + """Check if there's an active agent span for this context""" + return getattr(context_wrapper, "_sentry_current_agent", None) is not None + + +def _get_current_agent( + context_wrapper: "agents.RunContextWrapper", +) -> "Optional[agents.Agent]": + """Get the current agent from context wrapper""" + return getattr(context_wrapper, "_sentry_current_agent", None) + + +def _close_streaming_workflow_span(agent: "Optional[agents.Agent]") -> None: + """Close the workflow span for streaming executions if it exists.""" + if agent and hasattr(agent, "_sentry_workflow_span"): + workflow_span = agent._sentry_workflow_span + workflow_span.__exit__(*sys.exc_info()) + delattr(agent, "_sentry_workflow_span") + + +def _maybe_start_agent_span( + context_wrapper: "agents.RunContextWrapper", + agent: "agents.Agent", + should_run_agent_start_hooks: bool, + span_kwargs: "dict[str, Any]", + is_streaming: bool = False, +) -> "Optional[Span]": """ + Start an agent invocation span if conditions are met. + Handles ending any existing span for a different agent. - # Store original methods - original_run_single_turn = agents.run.AgentRunner._run_single_turn - original_run_single_turn_streamed = agents.run.AgentRunner._run_single_turn_streamed - original_execute_handoffs = agents._run_impl.RunImpl.execute_handoffs - original_execute_final_output = agents._run_impl.RunImpl.execute_final_output + Returns the new span if started, or the existing span if conditions aren't met. + """ + if not (should_run_agent_start_hooks and agent and context_wrapper): + return getattr(context_wrapper, "_sentry_agent_span", None) - def _has_active_agent_span(context_wrapper: "agents.RunContextWrapper") -> bool: - """Check if there's an active agent span for this context""" - return getattr(context_wrapper, "_sentry_current_agent", None) is not None - - def _get_current_agent( - context_wrapper: "agents.RunContextWrapper", - ) -> "Optional[agents.Agent]": - """Get the current agent from context wrapper""" - return getattr(context_wrapper, "_sentry_current_agent", None) - - def _close_streaming_workflow_span(agent: "Optional[agents.Agent]") -> None: - """Close the workflow span for streaming executions if it exists.""" - if agent and hasattr(agent, "_sentry_workflow_span"): - workflow_span = agent._sentry_workflow_span - workflow_span.__exit__(*sys.exc_info()) - delattr(agent, "_sentry_workflow_span") - - def _maybe_start_agent_span( - context_wrapper: "agents.RunContextWrapper", - agent: "agents.Agent", - should_run_agent_start_hooks: bool, - span_kwargs: "dict[str, Any]", - is_streaming: bool = False, - ) -> "Optional[Span]": - """ - Start an agent invocation span if conditions are met. - Handles ending any existing span for a different agent. + # End any existing span for a different agent + if _has_active_agent_span(context_wrapper): + current_agent = _get_current_agent(context_wrapper) + if current_agent and current_agent != agent: + end_invoke_agent_span(context_wrapper, current_agent) - Returns the new span if started, or the existing span if conditions aren't met. - """ - if not (should_run_agent_start_hooks and agent and context_wrapper): - return getattr(context_wrapper, "_sentry_agent_span", None) + # Store the agent on the context wrapper so we can access it later + context_wrapper._sentry_current_agent = agent + span = invoke_agent_span(context_wrapper, agent, span_kwargs) + context_wrapper._sentry_agent_span = span + agent._sentry_agent_span = span - # End any existing span for a different agent - if _has_active_agent_span(context_wrapper): - current_agent = _get_current_agent(context_wrapper) - if current_agent and current_agent != agent: - end_invoke_agent_span(context_wrapper, current_agent) + if is_streaming: + span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True) - # Store the agent on the context wrapper so we can access it later - context_wrapper._sentry_current_agent = agent - span = invoke_agent_span(context_wrapper, agent, span_kwargs) - context_wrapper._sentry_agent_span = span - agent._sentry_agent_span = span + return span - if is_streaming: - span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True) - return span +async def _run_single_turn( + original_run_single_turn: "Callable[..., Awaitable[SingleStepResult]]", + *args: "Any", + **kwargs: "Any", +) -> "SingleStepResult": + """ + Patched _run_single_turn that + - creates agent invocation spans if there is no already active agent invocation span. + - ends the agent invocation span if and only if an exception is raised in `_run_single_turn()`. + """ + agent = kwargs.get("agent") + context_wrapper = kwargs.get("context_wrapper") + should_run_agent_start_hooks = kwargs.get("should_run_agent_start_hooks", False) - @wraps( - original_run_single_turn.__func__ - if hasattr(original_run_single_turn, "__func__") - else original_run_single_turn + span = _maybe_start_agent_span( + context_wrapper, agent, should_run_agent_start_hooks, kwargs ) - async def patched_run_single_turn( - cls: "agents.Runner", *args: "Any", **kwargs: "Any" - ) -> "Any": - """ - Patched _run_single_turn that - - creates agent invocation spans if there is no already active agent invocation span. - - ends the agent invocation span if and only if an exception is raised in `_run_single_turn()`. - """ - agent = kwargs.get("agent") - context_wrapper = kwargs.get("context_wrapper") - should_run_agent_start_hooks = kwargs.get("should_run_agent_start_hooks", False) - span = _maybe_start_agent_span( - context_wrapper, agent, should_run_agent_start_hooks, kwargs - ) + try: + result = await original_run_single_turn(*args, **kwargs) + except Exception as exc: + if span is not None and span.timestamp is None: + _record_exception_on_span(span, exc) + end_invoke_agent_span(context_wrapper, agent) + reraise(*sys.exc_info()) - try: - result = await original_run_single_turn(*args, **kwargs) - except Exception as exc: - if span is not None and span.timestamp is None: - _record_exception_on_span(span, exc) - end_invoke_agent_span(context_wrapper, agent) - reraise(*sys.exc_info()) + return result - return result + +def _patch_agent_run() -> None: + """ + Patches AgentRunner methods to create agent invocation spans. + This directly patches the execution flow to track when agents start and stop. + """ + + # Store original methods + original_run_single_turn_streamed = agents.run.AgentRunner._run_single_turn_streamed + original_execute_handoffs = agents._run_impl.RunImpl.execute_handoffs + original_execute_final_output = agents._run_impl.RunImpl.execute_final_output @wraps( original_execute_handoffs.__func__ @@ -252,7 +255,6 @@ async def patched_run_single_turn_streamed( return result # Apply patches - agents.run.AgentRunner._run_single_turn = classmethod(patched_run_single_turn) agents.run.AgentRunner._run_single_turn_streamed = classmethod( patched_run_single_turn_streamed ) From bea608c3aa52295b3336af12f1dc6cfdf9c5cd5d Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 15:06:03 +0100 Subject: [PATCH 47/53] fix(openai-agents): Patch `run_single_turn_streamed()` functions following library refactor (#5451) `AgentRunner._run_single_turn_streamed()` was moved to `agents.run_internal.run_loop.run_single_turn_streamed()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 27 +++- .../openai_agents/patches/__init__.py | 2 +- .../openai_agents/patches/agent_run.py | 122 ++++++++---------- 3 files changed, 84 insertions(+), 67 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 2f0ac023e7..65358732d3 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -7,6 +7,7 @@ _get_model, _get_all_tools, _run_single_turn, + _run_single_turn_streamed, _create_run_wrapper, _create_run_streamed_wrapper, _patch_agent_run, @@ -78,7 +79,7 @@ class OpenAIAgentsIntegration(Integration): 3. In a loop, the agent repeatedly calls the Responses API, maintaining a conversation history that includes previous messages and tool results, which is passed to each call. - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `patches._get_model()`. - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools in `patches._get_all_tools()`. - - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patches._run_single_turn()` and `patched_run_single_turn_streamed()`. + - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patches._run_single_turn()` and `patches._run_single_turn_streamed()`. 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. Local tools are run based on the return value from the Responses API as a post-API call step in the above loop. @@ -128,6 +129,16 @@ async def new_wrapped_run_single_turn( agents.run.run_single_turn = new_wrapped_run_single_turn + @wraps(run_loop.run_single_turn_streamed) + async def new_wrapped_run_single_turn_streamed( + *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _run_single_turn_streamed( + run_loop.run_single_turn_streamed, *args, **kwargs + ) + + agents.run.run_single_turn_streamed = new_wrapped_run_single_turn_streamed + return original_get_all_tools = AgentRunner._get_all_tools @@ -163,3 +174,17 @@ async def old_wrapped_run_single_turn( agents.run.AgentRunner._run_single_turn = classmethod( old_wrapped_run_single_turn ) + + original_run_single_turn_streamed = AgentRunner._run_single_turn_streamed + + @wraps(AgentRunner._run_single_turn_streamed.__func__) + async def old_wrapped_run_single_turn_streamed( + cls: "agents.Runner", *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _run_single_turn_streamed( + original_run_single_turn_streamed, *args, **kwargs + ) + + agents.run.AgentRunner._run_single_turn_streamed = classmethod( + old_wrapped_run_single_turn_streamed + ) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index d471a9f35c..0c06d96cc4 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -1,5 +1,5 @@ from .models import _get_model # noqa: F401 from .tools import _get_all_tools # noqa: F401 from .runner import _create_run_wrapper, _create_run_streamed_wrapper # noqa: F401 -from .agent_run import _run_single_turn, _patch_agent_run # noqa: F401 +from .agent_run import _run_single_turn, _run_single_turn_streamed, _patch_agent_run # noqa: F401 from .error_tracing import _patch_error_tracing # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/agent_run.py b/sentry_sdk/integrations/openai_agents/patches/agent_run.py index ae879ad9df..01812604e1 100644 --- a/sentry_sdk/integrations/openai_agents/patches/agent_run.py +++ b/sentry_sdk/integrations/openai_agents/patches/agent_run.py @@ -109,6 +109,63 @@ async def _run_single_turn( return result +async def _run_single_turn_streamed( + original_run_single_turn_streamed: "Callable[..., Awaitable[SingleStepResult]]", + *args: "Any", + **kwargs: "Any", +) -> "SingleStepResult": + """ + Patched _run_single_turn_streamed that + - creates agent invocation spans for streaming if there is no already active agent invocation span. + - ends the agent invocation span if and only if `_run_single_turn_streamed()` raises an exception. + + Note: Unlike _run_single_turn which uses keyword-only arguments (*,), + _run_single_turn_streamed uses positional arguments. The call signature is: + _run_single_turn_streamed( + streamed_result, # args[0] + agent, # args[1] + hooks, # args[2] + context_wrapper, # args[3] + run_config, # args[4] + should_run_agent_start_hooks, # args[5] + tool_use_tracker, # args[6] + all_tools, # args[7] + server_conversation_tracker, # args[8] (optional) + ) + """ + streamed_result = args[0] if len(args) > 0 else kwargs.get("streamed_result") + agent = args[1] if len(args) > 1 else kwargs.get("agent") + context_wrapper = args[3] if len(args) > 3 else kwargs.get("context_wrapper") + should_run_agent_start_hooks = bool( + args[5] if len(args) > 5 else kwargs.get("should_run_agent_start_hooks", False) + ) + + span_kwargs: "dict[str, Any]" = {} + if streamed_result and hasattr(streamed_result, "input"): + span_kwargs["original_input"] = streamed_result.input + + span = _maybe_start_agent_span( + context_wrapper, + agent, + should_run_agent_start_hooks, + span_kwargs, + is_streaming=True, + ) + + try: + result = await original_run_single_turn_streamed(*args, **kwargs) + except Exception as exc: + exc_info = sys.exc_info() + with capture_internal_exceptions(): + if span is not None and span.timestamp is None: + _record_exception_on_span(span, exc) + end_invoke_agent_span(context_wrapper, agent) + _close_streaming_workflow_span(agent) + reraise(*exc_info) + + return result + + def _patch_agent_run() -> None: """ Patches AgentRunner methods to create agent invocation spans. @@ -116,7 +173,6 @@ def _patch_agent_run() -> None: """ # Store original methods - original_run_single_turn_streamed = agents.run.AgentRunner._run_single_turn_streamed original_execute_handoffs = agents._run_impl.RunImpl.execute_handoffs original_execute_final_output = agents._run_impl.RunImpl.execute_final_output @@ -193,71 +249,7 @@ async def patched_execute_final_output( return result - @wraps( - original_run_single_turn_streamed.__func__ - if hasattr(original_run_single_turn_streamed, "__func__") - else original_run_single_turn_streamed - ) - async def patched_run_single_turn_streamed( - cls: "agents.Runner", *args: "Any", **kwargs: "Any" - ) -> "Any": - """ - Patched _run_single_turn_streamed that - - creates agent invocation spans for streaming if there is no already active agent invocation span. - - ends the agent invocation span if and only if `_run_single_turn_streamed()` raises an exception. - - Note: Unlike _run_single_turn which uses keyword-only arguments (*,), - _run_single_turn_streamed uses positional arguments. The call signature is: - _run_single_turn_streamed( - streamed_result, # args[0] - agent, # args[1] - hooks, # args[2] - context_wrapper, # args[3] - run_config, # args[4] - should_run_agent_start_hooks, # args[5] - tool_use_tracker, # args[6] - all_tools, # args[7] - server_conversation_tracker, # args[8] (optional) - ) - """ - streamed_result = args[0] if len(args) > 0 else kwargs.get("streamed_result") - agent = args[1] if len(args) > 1 else kwargs.get("agent") - context_wrapper = args[3] if len(args) > 3 else kwargs.get("context_wrapper") - should_run_agent_start_hooks = bool( - args[5] - if len(args) > 5 - else kwargs.get("should_run_agent_start_hooks", False) - ) - - span_kwargs: "dict[str, Any]" = {} - if streamed_result and hasattr(streamed_result, "input"): - span_kwargs["original_input"] = streamed_result.input - - span = _maybe_start_agent_span( - context_wrapper, - agent, - should_run_agent_start_hooks, - span_kwargs, - is_streaming=True, - ) - - try: - result = await original_run_single_turn_streamed(*args, **kwargs) - except Exception as exc: - exc_info = sys.exc_info() - with capture_internal_exceptions(): - if span is not None and span.timestamp is None: - _record_exception_on_span(span, exc) - end_invoke_agent_span(context_wrapper, agent) - _close_streaming_workflow_span(agent) - reraise(*exc_info) - - return result - # Apply patches - agents.run.AgentRunner._run_single_turn_streamed = classmethod( - patched_run_single_turn_streamed - ) agents._run_impl.RunImpl.execute_handoffs = classmethod(patched_execute_handoffs) agents._run_impl.RunImpl.execute_final_output = classmethod( patched_execute_final_output From f71a60450afd1ce3cf299cde37731c53e9debf0a Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 15:18:21 +0100 Subject: [PATCH 48/53] fix(openai-agents): Patch `execute_handoffs()` functions following library refactor (#5452) `RunImpl.execute_handoffs()` was moved to `agents.run_internal.turn_resolution.execute_handoffs()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 32 +++++++- .../openai_agents/patches/__init__.py | 7 +- .../openai_agents/patches/agent_run.py | 80 +++++++++---------- 3 files changed, 74 insertions(+), 45 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 65358732d3..590fb48ddc 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -8,6 +8,7 @@ _get_all_tools, _run_single_turn, _run_single_turn_streamed, + _execute_handoffs, _create_run_wrapper, _create_run_streamed_wrapper, _patch_agent_run, @@ -32,10 +33,11 @@ try: # AgentRunner methods moved in v0.8 # https://github.com/openai/openai-agents-python/commit/3ce7c24d349b77bb750062b7e0e856d9ff48a5d5#diff-7470b3a5c5cbe2fcbb2703dc24f326f45a5819d853be2b1f395d122d278cd911 - from agents.run_internal import run_loop, turn_preparation + from agents.run_internal import run_loop, turn_preparation, turn_resolution except ImportError: run_loop = None turn_preparation = None + turn_resolution = None from typing import TYPE_CHECKING @@ -86,7 +88,7 @@ class OpenAIAgentsIntegration(Integration): Hosted MCP Tools are run as part of the Responses API call, and involve OpenAI reaching out to an external MCP server. An agent can handoff to another agent, also directed by the return value of the Responses API and run post-API call in the loop. Handoffs are a way to switch agent-wide configuration. - - Handoffs are executed by calling `RunImpl.execute_handoffs()`. The method is patched in `patched_execute_handoffs()` + - Handoffs are executed by calling `RunImpl.execute_handoffs()`. The method is patched with `patches._execute_handoffs()` """ identifier = "openai_agents" @@ -139,6 +141,20 @@ async def new_wrapped_run_single_turn_streamed( agents.run.run_single_turn_streamed = new_wrapped_run_single_turn_streamed + original_execute_handoffs = turn_resolution.execute_handoffs + + @wraps(original_execute_handoffs) + async def new_wrapped_execute_handoffs( + *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _execute_handoffs( + original_execute_handoffs, *args, **kwargs + ) + + agents.run_internal.turn_resolution.execute_handoffs = ( + new_wrapped_execute_handoffs + ) + return original_get_all_tools = AgentRunner._get_all_tools @@ -188,3 +204,15 @@ async def old_wrapped_run_single_turn_streamed( agents.run.AgentRunner._run_single_turn_streamed = classmethod( old_wrapped_run_single_turn_streamed ) + + original_execute_handoffs = agents._run_impl.RunImpl.execute_handoffs + + @wraps(agents._run_impl.RunImpl.execute_handoffs.__func__) + async def old_wrapped_execute_handoffs( + cls: "agents.Runner", *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _execute_handoffs(original_execute_handoffs, *args, **kwargs) + + agents._run_impl.RunImpl.execute_handoffs = classmethod( + old_wrapped_execute_handoffs + ) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index 0c06d96cc4..ce2ba58d85 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -1,5 +1,10 @@ from .models import _get_model # noqa: F401 from .tools import _get_all_tools # noqa: F401 from .runner import _create_run_wrapper, _create_run_streamed_wrapper # noqa: F401 -from .agent_run import _run_single_turn, _run_single_turn_streamed, _patch_agent_run # noqa: F401 +from .agent_run import ( + _run_single_turn, + _run_single_turn_streamed, + _execute_handoffs, + _patch_agent_run, +) # noqa: F401 from .error_tracing import _patch_error_tracing # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/agent_run.py b/sentry_sdk/integrations/openai_agents/patches/agent_run.py index 01812604e1..3c5fd6b623 100644 --- a/sentry_sdk/integrations/openai_agents/patches/agent_run.py +++ b/sentry_sdk/integrations/openai_agents/patches/agent_run.py @@ -166,55 +166,52 @@ async def _run_single_turn_streamed( return result -def _patch_agent_run() -> None: +async def _execute_handoffs( + original_execute_handoffs: "Callable[..., SingleStepResult]", + *args: "Any", + **kwargs: "Any", +) -> "SingleStepResult": """ - Patches AgentRunner methods to create agent invocation spans. - This directly patches the execution flow to track when agents start and stop. + Patched execute_handoffs that + - creates and manages handoff spans. + - ends the agent invocation span. + - ends the workflow span if the response is streamed and an exception is raised in `execute_handoffs()`. """ - # Store original methods - original_execute_handoffs = agents._run_impl.RunImpl.execute_handoffs - original_execute_final_output = agents._run_impl.RunImpl.execute_final_output + context_wrapper = kwargs.get("context_wrapper") + run_handoffs = kwargs.get("run_handoffs") + agent = kwargs.get("agent") - @wraps( - original_execute_handoffs.__func__ - if hasattr(original_execute_handoffs, "__func__") - else original_execute_handoffs - ) - async def patched_execute_handoffs( - cls: "agents.Runner", *args: "Any", **kwargs: "Any" - ) -> "Any": - """ - Patched execute_handoffs that - - creates and manages handoff spans. - - ends the agent invocation span. - - ends the workflow span if the response is streamed and an exception is raised in `execute_handoffs()`. - """ + # Create Sentry handoff span for the first handoff (agents library only processes the first one) + if run_handoffs: + first_handoff = run_handoffs[0] + handoff_agent_name = first_handoff.handoff.agent_name + handoff_span(context_wrapper, agent, handoff_agent_name) - context_wrapper = kwargs.get("context_wrapper") - run_handoffs = kwargs.get("run_handoffs") - agent = kwargs.get("agent") + # Call original method with all parameters + try: + result = await original_execute_handoffs(*args, **kwargs) + except Exception: + exc_info = sys.exc_info() + with capture_internal_exceptions(): + _close_streaming_workflow_span(agent) + reraise(*exc_info) + finally: + # End span for current agent after handoff processing is complete + if agent and context_wrapper and _has_active_agent_span(context_wrapper): + end_invoke_agent_span(context_wrapper, agent) - # Create Sentry handoff span for the first handoff (agents library only processes the first one) - if run_handoffs: - first_handoff = run_handoffs[0] - handoff_agent_name = first_handoff.handoff.agent_name - handoff_span(context_wrapper, agent, handoff_agent_name) + return result - # Call original method with all parameters - try: - result = await original_execute_handoffs(*args, **kwargs) - except Exception: - exc_info = sys.exc_info() - with capture_internal_exceptions(): - _close_streaming_workflow_span(agent) - reraise(*exc_info) - finally: - # End span for current agent after handoff processing is complete - if agent and context_wrapper and _has_active_agent_span(context_wrapper): - end_invoke_agent_span(context_wrapper, agent) - return result +def _patch_agent_run() -> None: + """ + Patches AgentRunner methods to create agent invocation spans. + This directly patches the execution flow to track when agents start and stop. + """ + + # Store original methods + original_execute_final_output = agents._run_impl.RunImpl.execute_final_output @wraps( original_execute_final_output.__func__ @@ -250,7 +247,6 @@ async def patched_execute_final_output( return result # Apply patches - agents._run_impl.RunImpl.execute_handoffs = classmethod(patched_execute_handoffs) agents._run_impl.RunImpl.execute_final_output = classmethod( patched_execute_final_output ) From d3e2c88a9f5236b65ef367fc3ec6dffa6b6970ba Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 15:31:26 +0100 Subject: [PATCH 49/53] fix(openai-agents): Patch `execute_final_output()` functions following library refactor (#5453) `RunImpl.execute_final_output()` was moved to `agents.run_internal.turn_resolution.execute_final_output()`. Patch the new function by reusing existing wrapper logic. --- .../integrations/openai_agents/__init__.py | 35 +++++++++-- .../openai_agents/patches/__init__.py | 2 +- .../openai_agents/patches/agent_run.py | 63 +++++++------------ 3 files changed, 52 insertions(+), 48 deletions(-) diff --git a/sentry_sdk/integrations/openai_agents/__init__.py b/sentry_sdk/integrations/openai_agents/__init__.py index 590fb48ddc..4d778676ac 100644 --- a/sentry_sdk/integrations/openai_agents/__init__.py +++ b/sentry_sdk/integrations/openai_agents/__init__.py @@ -11,7 +11,7 @@ _execute_handoffs, _create_run_wrapper, _create_run_streamed_wrapper, - _patch_agent_run, + _execute_final_output, _patch_error_tracing, ) @@ -60,9 +60,6 @@ def _patch_runner() -> None: agents.run.DEFAULT_AGENT_RUNNER.run_streamed ) - # Creating the actual spans for each agent run (works for both streaming and non-streaming). - _patch_agent_run() - class OpenAIAgentsIntegration(Integration): """ @@ -82,7 +79,7 @@ class OpenAIAgentsIntegration(Integration): - A Model instance is created at the start of the loop by calling the `Runner._get_model()`. We patch the Model instance using `patches._get_model()`. - Available tools are also deteremined at the start of the loop, with `Runner._get_all_tools()`. We patch Tool instances by iterating through the returned tools in `patches._get_all_tools()`. - In each loop iteration, `run_single_turn()` or `run_single_turn_streamed()` is responsible for calling the Responses API, patched with `patches._run_single_turn()` and `patches._run_single_turn_streamed()`. - 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patched_execute_final_output()`. + 4. On loop termination, `RunImpl.execute_final_output()` is called. The function is patched with `patches._execute_final_output()`. Local tools are run based on the return value from the Responses API as a post-API call step in the above loop. Hosted MCP Tools are run as part of the Responses API call, and involve OpenAI reaching out to an external MCP server. @@ -155,6 +152,20 @@ async def new_wrapped_execute_handoffs( new_wrapped_execute_handoffs ) + original_execute_final_output = turn_resolution.execute_final_output + + @wraps(turn_resolution.execute_final_output) + async def new_wrapped_final_output( + *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _execute_final_output( + original_execute_final_output, *args, **kwargs + ) + + agents.run_internal.turn_resolution.execute_final_output = ( + new_wrapped_final_output + ) + return original_get_all_tools = AgentRunner._get_all_tools @@ -216,3 +227,17 @@ async def old_wrapped_execute_handoffs( agents._run_impl.RunImpl.execute_handoffs = classmethod( old_wrapped_execute_handoffs ) + + original_execute_final_output = agents._run_impl.RunImpl.execute_final_output + + @wraps(agents._run_impl.RunImpl.execute_final_output.__func__) + async def old_wrapped_final_output( + cls: "agents.Runner", *args: "Any", **kwargs: "Any" + ) -> "SingleStepResult": + return await _execute_final_output( + original_execute_final_output, *args, **kwargs + ) + + agents._run_impl.RunImpl.execute_final_output = classmethod( + old_wrapped_final_output + ) diff --git a/sentry_sdk/integrations/openai_agents/patches/__init__.py b/sentry_sdk/integrations/openai_agents/patches/__init__.py index ce2ba58d85..e3be2776b3 100644 --- a/sentry_sdk/integrations/openai_agents/patches/__init__.py +++ b/sentry_sdk/integrations/openai_agents/patches/__init__.py @@ -5,6 +5,6 @@ _run_single_turn, _run_single_turn_streamed, _execute_handoffs, - _patch_agent_run, + _execute_final_output, ) # noqa: F401 from .error_tracing import _patch_error_tracing # noqa: F401 diff --git a/sentry_sdk/integrations/openai_agents/patches/agent_run.py b/sentry_sdk/integrations/openai_agents/patches/agent_run.py index 3c5fd6b623..a828532ab3 100644 --- a/sentry_sdk/integrations/openai_agents/patches/agent_run.py +++ b/sentry_sdk/integrations/openai_agents/patches/agent_run.py @@ -204,49 +204,28 @@ async def _execute_handoffs( return result -def _patch_agent_run() -> None: +async def _execute_final_output( + original_execute_final_output: "Callable[..., SingleStepResult]", + *args: "Any", + **kwargs: "Any", +) -> "SingleStepResult": """ - Patches AgentRunner methods to create agent invocation spans. - This directly patches the execution flow to track when agents start and stop. + Patched execute_final_output that + - ends the agent invocation span. + - ends the workflow span if the response is streamed. """ - # Store original methods - original_execute_final_output = agents._run_impl.RunImpl.execute_final_output + agent = kwargs.get("agent") + context_wrapper = kwargs.get("context_wrapper") + final_output = kwargs.get("final_output") - @wraps( - original_execute_final_output.__func__ - if hasattr(original_execute_final_output, "__func__") - else original_execute_final_output - ) - async def patched_execute_final_output( - cls: "agents.Runner", *args: "Any", **kwargs: "Any" - ) -> "Any": - """ - Patched execute_final_output that - - ends the agent invocation span. - - ends the workflow span if the response is streamed. - """ - - agent = kwargs.get("agent") - context_wrapper = kwargs.get("context_wrapper") - final_output = kwargs.get("final_output") - - try: - result = await original_execute_final_output(*args, **kwargs) - finally: - with capture_internal_exceptions(): - if ( - agent - and context_wrapper - and _has_active_agent_span(context_wrapper) - ): - end_invoke_agent_span(context_wrapper, agent, final_output) - # For streaming, close the workflow span (non-streaming uses context manager in _create_run_wrapper) - _close_streaming_workflow_span(agent) - - return result - - # Apply patches - agents._run_impl.RunImpl.execute_final_output = classmethod( - patched_execute_final_output - ) + try: + result = await original_execute_final_output(*args, **kwargs) + finally: + with capture_internal_exceptions(): + if agent and context_wrapper and _has_active_agent_span(context_wrapper): + end_invoke_agent_span(context_wrapper, agent, final_output) + # For streaming, close the workflow span (non-streaming uses context manager in _create_run_wrapper) + _close_streaming_workflow_span(agent) + + return result From 4d8faf347b109bb2c864b1a52a9080c33541be9e Mon Sep 17 00:00:00 2001 From: Alex Alderman Webb Date: Fri, 13 Feb 2026 15:55:05 +0100 Subject: [PATCH 50/53] test(openai-agents): New tool field and library error log (#5454) --- .../populate_tox/package_dependencies.jsonl | 28 +++++++++---------- scripts/populate_tox/releases.jsonl | 2 -- .../openai_agents/test_openai_agents.py | 23 +++++++++++++-- tox.ini | 12 ++++---- 4 files changed, 40 insertions(+), 25 deletions(-) diff --git a/scripts/populate_tox/package_dependencies.jsonl b/scripts/populate_tox/package_dependencies.jsonl index 0089ba0058..17ec3c78da 100644 --- a/scripts/populate_tox/package_dependencies.jsonl +++ b/scripts/populate_tox/package_dependencies.jsonl @@ -7,31 +7,31 @@ {"name": "django", "version": "6.0.2", "dependencies": [{"download_info": {"url": "https://files.pythonhosted.org/packages/96/ba/a6e2992bc5b8c688249c00ea48cb1b7a9bc09839328c81dc603671460928/django-6.0.2-py3-none-any.whl"}}, {"download_info": {"url": "https://files.pythonhosted.org/packages/5c/0a/a72d10ed65068e115044937873362e6e32fab1b7dce0046aeb224682c989/asgiref-3.11.1-py3-none-any.whl"}}, {"download_info": {"url": 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@@ -4,10 +4,12 @@ from unittest.mock import MagicMock, patch import os import json +import logging import sentry_sdk from sentry_sdk import start_span from sentry_sdk.consts import SPANDATA +from sentry_sdk.integrations.logging import LoggingIntegration from sentry_sdk.integrations.openai_agents import OpenAIAgentsIntegration from sentry_sdk.integrations.openai_agents.utils import _set_input_data, safe_serialize from sentry_sdk.utils import parse_version @@ -1196,6 +1198,12 @@ def simple_test_tool(message: str) -> str: {"tool_input_guardrails": None, "tool_output_guardrails": None} ) + if parse_version(OPENAI_AGENTS_VERSION) >= ( + 0, + 8, + ): + available_tools[0]["needs_approval"] = False + available_tools = safe_serialize(available_tools) assert transaction["transaction"] == "test_agent workflow" @@ -1561,7 +1569,10 @@ async def test_error_handling(sentry_init, capture_events, test_agent): mock_get_response.side_effect = Exception("Model Error") sentry_init( - integrations=[OpenAIAgentsIntegration()], + integrations=[ + OpenAIAgentsIntegration(), + LoggingIntegration(event_level=logging.CRITICAL), + ], traces_sample_rate=1.0, ) @@ -1609,7 +1620,10 @@ async def test_error_captures_input_data(sentry_init, capture_events, test_agent mock_get_response.side_effect = Exception("API Error") sentry_init( - integrations=[OpenAIAgentsIntegration()], + integrations=[ + OpenAIAgentsIntegration(), + LoggingIntegration(event_level=logging.CRITICAL), + ], traces_sample_rate=1.0, send_default_pii=True, ) @@ -1654,7 +1668,10 @@ async def test_span_status_error(sentry_init, capture_events, test_agent): mock_get_response.side_effect = ValueError("Model Error") sentry_init( - integrations=[OpenAIAgentsIntegration()], + integrations=[ + OpenAIAgentsIntegration(), + LoggingIntegration(event_level=logging.CRITICAL), + ], traces_sample_rate=1.0, ) diff --git a/tox.ini b/tox.ini index 5a141f6b0e..ce90c9c91b 100644 --- a/tox.ini +++ b/tox.ini @@ -70,9 +70,9 @@ envlist = # ~~~ Agents ~~~ {py3.10,py3.11,py3.12}-openai_agents-v0.0.19 - {py3.10,py3.12,py3.13}-openai_agents-v0.2.11 - {py3.10,py3.12,py3.13}-openai_agents-v0.4.2 - {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0 + {py3.10,py3.12,py3.13}-openai_agents-v0.3.3 + {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.6.9 + {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.8.4 {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18 {py3.10,py3.12,py3.13}-pydantic_ai-v1.19.0 @@ -397,9 +397,9 @@ deps = # ~~~ Agents ~~~ openai_agents-v0.0.19: openai-agents==0.0.19 - openai_agents-v0.2.11: openai-agents==0.2.11 - openai_agents-v0.4.2: openai-agents==0.4.2 - openai_agents-v0.7.0: openai-agents==0.7.0 + openai_agents-v0.3.3: openai-agents==0.3.3 + openai_agents-v0.6.9: openai-agents==0.6.9 + openai_agents-v0.8.4: openai-agents==0.8.4 openai_agents: pytest-asyncio pydantic_ai-v1.0.18: pydantic-ai==1.0.18 From 45379e206c992d5f5ab782b1e13dc609cedbdd5f Mon Sep 17 00:00:00 2001 From: alexander-alderman-webb <224035503+alexander-alderman-webb@users.noreply.github.com> Date: Mon, 16 Feb 2026 10:47:37 +0000 Subject: [PATCH 51/53] release: 2.53.0 --- CHANGELOG.md | 35 +++++++++++++++++++++++++++++++++++ docs/conf.py | 2 +- sentry_sdk/consts.py | 2 +- setup.py | 2 +- 4 files changed, 38 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index edefd4782a..5472023179 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,40 @@ # Changelog +## 2.53.0 + +### Bug Fixes 🐛 + +#### Openai Agents + +- Patch `execute_final_output()` functions following library refactor by @alexander-alderman-webb in [#5453](https://github.com/getsentry/sentry-python/pull/5453) +- Patch `execute_handoffs()` functions following library refactor by @alexander-alderman-webb in [#5452](https://github.com/getsentry/sentry-python/pull/5452) +- Patch `run_single_turn_streamed()` functions following library refactor by @alexander-alderman-webb in [#5451](https://github.com/getsentry/sentry-python/pull/5451) +- Patch `run_single_turn()` functions following library refactor by @alexander-alderman-webb in [#5450](https://github.com/getsentry/sentry-python/pull/5450) +- Patch models functions following library refactor by @alexander-alderman-webb in [#5449](https://github.com/getsentry/sentry-python/pull/5449) +- Patch tool functions following library refactor by @alexander-alderman-webb in [#5445](https://github.com/getsentry/sentry-python/pull/5445) + +#### Other + +- (celery) Close the connection we're reading driver_type from by @sentrivana in [#5427](https://github.com/getsentry/sentry-python/pull/5427) + +### Documentation 📚 + +- Document `openai-agents` control-flow by @alexander-alderman-webb in [#5447](https://github.com/getsentry/sentry-python/pull/5447) + +### Internal Changes 🔧 + +#### Openai Agents + +- New tool field and library error log by @alexander-alderman-webb in [#5454](https://github.com/getsentry/sentry-python/pull/5454) +- Avoid calling SDK-internal functions by @alexander-alderman-webb in [#5437](https://github.com/getsentry/sentry-python/pull/5437) + +#### Other + +- (ci) Improve Craft config with title stripping and artifact filtering by @BYK in [#5444](https://github.com/getsentry/sentry-python/pull/5444) +- Use fixed clickhouse action, remove aws-sam-cli dependency by @sentrivana in [#5457](https://github.com/getsentry/sentry-python/pull/5457) +- Remove references to unsupported attribute types by @alexander-alderman-webb in [#5425](https://github.com/getsentry/sentry-python/pull/5425) +- Pin setuptools for linting and chalice tests by @alexander-alderman-webb in [#5438](https://github.com/getsentry/sentry-python/pull/5438) + ## 2.52.0 ### New Features ✨ diff --git a/docs/conf.py b/docs/conf.py index ef2de1477c..d74a0c4d38 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -31,7 +31,7 @@ copyright = "2019-{}, Sentry Team and Contributors".format(datetime.now().year) author = "Sentry Team and Contributors" -release = "2.52.0" +release = "2.53.0" version = ".".join(release.split(".")[:2]) # The short X.Y version. diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py index 6eaa1edccf..e54e42625c 100644 --- a/sentry_sdk/consts.py +++ b/sentry_sdk/consts.py @@ -1490,4 +1490,4 @@ def _get_default_options() -> "dict[str, Any]": del _get_default_options -VERSION = "2.52.0" +VERSION = "2.53.0" diff --git a/setup.py b/setup.py index 1ffe8c3165..5bd3c4ae01 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,7 @@ def get_file_text(file_name): setup( name="sentry-sdk", - version="2.52.0", + version="2.53.0", author="Sentry Team and Contributors", author_email="hello@sentry.io", url="https://github.com/getsentry/sentry-python", From b700fa85d8d722891ad84cefaec73a9aeeaafa16 Mon Sep 17 00:00:00 2001 From: Alexander Alderman Webb Date: Mon, 16 Feb 2026 12:03:25 +0100 Subject: [PATCH 52/53] Update CHANGELOG.md --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 5472023179..7b0ab9247a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -30,7 +30,7 @@ #### Other -- (ci) Improve Craft config with title stripping and artifact filtering by @BYK in [#5444](https://github.com/getsentry/sentry-python/pull/5444) +- Improve Craft config with title stripping and artifact filtering by @BYK in [#5444](https://github.com/getsentry/sentry-python/pull/5444) - Use fixed clickhouse action, remove aws-sam-cli dependency by @sentrivana in [#5457](https://github.com/getsentry/sentry-python/pull/5457) - Remove references to unsupported attribute types by @alexander-alderman-webb in [#5425](https://github.com/getsentry/sentry-python/pull/5425) - Pin setuptools for linting and chalice tests by @alexander-alderman-webb in [#5438](https://github.com/getsentry/sentry-python/pull/5438) From f75a9ac1059b648644c05189deffd3c7ddc0931a Mon Sep 17 00:00:00 2001 From: Alexander Alderman Webb Date: Mon, 16 Feb 2026 12:04:25 +0100 Subject: [PATCH 53/53] Update CHANGELOG.md --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7b0ab9247a..6dbc3bab9c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,7 +15,7 @@ #### Other -- (celery) Close the connection we're reading driver_type from by @sentrivana in [#5427](https://github.com/getsentry/sentry-python/pull/5427) +- Close the connection we're reading driver_type from by @sentrivana in [#5427](https://github.com/getsentry/sentry-python/pull/5427) ### Documentation 📚