action-push.yaml

name: action-push
on: 
  push:
    branches:
      - 'feature/**'
    paths:
      - 'models/**/**.py'

jobs:
  prepare:
    runs-on: ubuntu-latest
    # Map a step output to a job output
    outputs:
      target-model: ${{ steps.target-model-name.outputs.result }}
    steps:
      - name: 'Target Branch'
        run: echo '${{github.ref}}' 
      # - name: 'github dump'
      #   env:
      #     GITHUB_CONTEXT: ${{ toJson(github) }}
      #   run: echo "$GITHUB_CONTEXT"
      - name: 'Get Target Model'
        uses: actions/github-script@v5
        id: target-model-name
        with:
          script: |
            console.log(JSON.stringify(context));
            return context.ref.match(/\/feature\/(\w+)/)[1];
          result-encoding: string
      - name: Get model name
        run: echo "${{steps.target-model-name.outputs.result}}"
      - uses: actions/checkout@v2
      - name: Check working directory
        id: check-wd
        working-directory: ./models/${{steps.target-model-name.outputs.result}}
        run: |
          pwd
          ls -al

  run:
    needs: prepare
    runs-on: ubuntu-latest
    # optionally use a convenient Ubuntu LTS + DVC + CML image
    container: docker://ghcr.io/iterative/cml:0-dvc2-base1
    defaults:
      run:
        # TODO
        working-directory: ./models/${{needs.prepare.outputs.target-model}}
    steps:
      - uses: actions/checkout@v2
      - uses: iterative/setup-cml@v1
      - name: Pip requirement
        run: |
          pip uninstall protobuf python3-protobuf
          pip install --upgrade pip
          pip install --upgrade protobuf

          pip install -r requirements.txt
      # - name: Train model
      #   run: |
      #     python train.py
      - name: Write CML report
        env:
          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          AWS_ACCESS_KEY_ID: ${{ secrets.ACC_KEY }}
          AWS_SECRET_ACCESS_KEY: ${{ secrets.SEC_ID }}
        run: |
          # dvc pull
          dvc repro

          python evaluate.py

          echo "## Model Metrics" >> report.md
          dvc metrics diff HEAD --show-md >> report.md

          echo "## Data" >> report.md
          cml-publish cnf_matrix.png --md >> report.md
          
          cml-send-comment report.md