ci-cd.yml

name: CI/CD Pipeline
on: [push]
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v2

      - name: Set up Python
        uses: actions/setup-python@v2
        with:
          python-version: '3.9'

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install -r requirements.txt

      - name: Set up CML
        uses: iterative/setup-cml@v2

      - name: Register ZenML Experiment Tracker
        run: zenml experiment-tracker register neptune_experiment_tracker --flavor=neptune --project="Sales-Conversion-Optimisation-MLOps-Project" --api_token="eyJhcGlfYWRkcmVzcyI6Imh0dHBzOi8vYXBwLm5lcHR1bmUuYWkiLCJhcGlfdXJsIjoiaHR0cHM6Ly9hcHAubmVwdHVuZS5haSIsImFwaV9rZXkiOiI5Mjg3OTM1OS01MjI2LTQzY2ItOTIzMi02YjIyMGMwZTUzMjkifQ=="

      - name: Register ZenML Stack
        run: zenml stack register neptune -a default -o default -e neptune_experiment_tracker --set

      - name: Set ZenML Stack
        run: zenml stack set neptune

      - name: Run CI/CD script with Secrets
        env:
          EMAIL_PASSWORD: ${{ secrets.EMAIL_PASSWORD }}  # Accessing the secret
          API_TOKEN: ${{ secrets.API_TOKEN }}  # Accessing the API token secret
        run: python run_ci_cd.py

      - name: CML Report
        env:
          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        run: |
          echo '## CML Report' > report.md
          echo 'Here are the results of the run:' >> report.md
          cml publish CML_Reports/predictions_scatter_plot.png --md >> report.md
          cml publish CML_Reports/residuals_plot.png --md >> report.md
          cml comment create --publish report.md