workshop_unit_test.yml

name: feature_engineering_unit_test
on:
  workflow_dispatch:
  push:
    branches-ignore:
      - main
      - integration
    paths:
      - src/workshop/core/data_engineering/*
      - .github/workflows/workshop_unit_test.yml

jobs:
  unit-test:
    runs-on: ubuntu-latest
    steps:
      - name: Check out repository code
        uses: actions/checkout@v3
      - name: Setup python
        uses: actions/setup-python@v2
        with:
          python-version: '3.8' # Version range or exact version of a Python version to use, using SemVer's version range syntax 
      - name: Upgrade pip
        run: |
          python -m pip install --upgrade pip
          python -m pip install --upgrade build
          python -m pip install --upgrade twine
      - name: AZ Login
        uses: azure/login@v1
        with:
          creds: ${{ secrets.AZURE_SERVICE_PRINCIPAL }} # SETUP: replace AZURE_SERVICE_PRINCIPAL with your own secret name    
      - name: Install AZ ML and tools
        run: | # SETUP line 34 to point to your own AML workspace
          az extension add -n ml -y --version 2.2.1
          az configure --defaults group=azureml workspace=ws01ent location=westus2
      - name: Run Feature Engineering
        uses: ./.github/actions/aml-job-create
        with:
          jobFile: src/workshop/core/data_engineering/feature_engineering.yml