ci-cd.yml

###uncomment below lines to use CML

# name: train-NLP-ML-usecase

# on: [push]

# jobs:
#   run:
#     runs-on: [ubuntu-latest]
#     steps:
#       - uses: actions/checkout@v2
#       - uses: iterative/setup-cml@v1
#       - uses: actions/setup-python@v2
#         with:
#           python-version: '3.7'

      
#       - name: Update Node.js to v16
#         run: sudo apt-get install -y nodejs npm

#       - name: cml_run & Install Dependencies and Reproduce DVC

#         run: |
#           # Your ML workflow commands
#           pip install --upgrade pip
#           pip install -r requirements.txt
#           dvc repro --force -v                        ## v >>> verbose
#           echo "# REPORTS" >> report.md
#           echo "## metrics" >> report.md
#           cat scores.json >> report.md
         
      
#       - name: Comment on Last Commit
#         run: cml comment create report.md ## >> CML COMMAND USE TO COMMENT ON LAST COMMIT   
#         env:
#          # repo_token: ${{secrets.GITHUB_TOKEN}}

name: train-NLP-ML-usecase

on: [push]

jobs:
  run:
    runs-on: [ubuntu-latest]
    steps:
      - uses: actions/checkout@v2
      - uses: actions/setup-python@v2
        with:
          python-version: '3.7'
      
      - name: Update Node.js to v16
        run: sudo apt-get install -y nodejs npm

      - name: Setup DVC and CML
        run: |
          pip install --upgrade pip
          pip install -r requirements.txt
          dvc exp run --pull 
          dvc push
          cml ci --fetch-depth 0
          cml pr --squash --skip-ci .

      - name: Generate Report
        run: |
          echo "# REPORTS" >> report.md
          echo "## metrics" >> report.md
          cat scores.json >> report.md
          echo "## Params" >> report.md
          dvc params diff main --md >> report.md
          echo "## Metrics" >> report.md
          dvc metrics diff main --md >> report.md

      - name: Comment on Last Commit
        run: cml comment create --pr report.md
        env:
          repo_token: ${{secrets.GITHUB_TOKEN}}