name: ML Pipeline CI/CD

on:
  push:
    branches:
      - main
  pull_request:
    branches:
      - main

jobs:
  build-and-deploy:
    runs-on: ubuntu-latest

    steps:
    - name: Checkout Repository Code
      uses: actions/checkout@v3

    - name: Set up Python Environment
      uses: actions/setup-python@v4
      with:
        python-python-version: '3.10'

    - name: Install Project Dependencies
      run: |
        python -m pip install --upgrade pip
        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi

    - name: Verify Environment and Data
      run: |
        echo "Validating workspace structures..."
        ls -la