name: "Classifier: Trainer"

on:

schedule:

- cron: 0 0 12 * *

jobs:

main:

runs-on: ubuntu-latest

steps:

- name: Checkout Actions

uses: actions/checkout@v2

with:

repository: 'microsoft/vscode-github-triage-actions'

ref: master

lfs: true

path: ./actions

- name: Install Actions

run: npm install --production --prefix ./actions

- name: Install Additional Dependencies

# Pulls in a bunch of other packages that arent needed for the rest of the actions

run: npm install @azure/storage-blob@12

- name: "Run Classifier: Scraper"

uses: ./actions/classifier/train/fetch-issues

with:

token: ${{secrets.ISSUE_SCRAPER_TOKEN}} # My personal token, so as to not risk going over quota on main token

- name: Set up Python 3.7

uses: actions/setup-python@v1

with:

python-version: 3.7

- name: Install dependencies

run: |

python -m pip install --upgrade pip

pip install --upgrade numpy scipy scikit-learn joblib nltk

- name: "Run Classifier: Generator"

run: python ./actions/classifier/train/generate-models/generate.py category

- name: "Run Classifier: Upload"

uses: ./actions/classifier/train/upload-models

with:

blobContainerName: classifier-models

blobStorageKey: ${{secrets.AZURE_BLOB_STORAGE_CONNECTION_STRING}}