run_test.yaml

name: Test code and app
on:
  pull_request:
    paths:
      - src/**
      - tests/**
      - params.yaml
      
jobs:
  test_model:
    name: Test processed code and model
    runs-on: ubuntu-latest
    steps:
      - name: Checkout 
        uses: actions/checkout@v2

      - name: Environment setup
        uses: actions/setup-python@v2
        with:
          python-version: 3.8
      
      - name: Install dependencies
        run: pip install -r requirements.txt
        
      - name: Pull data and model
        env:
          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
        run: dvc pull -r read-write

      - name: Run tests
        run: pytest 

      - name: Evaluate model
        run: dvc exp run evaluate

      - name: Iterative CML setup
        uses: iterative/setup-cml@v1
    
      - name: Create CML report
        env:
          REPO_TOKEN: ${{ secrets.TOKEN_GITHUB }}
        run: |
          # Add the metrics to the report
          dvc metrics show --show-md >> report.md
          # Add the parameters to the report
          cat dvclive/params.yaml >> report.md
          # Create a report in PR
          cml comment create report.md