main.yml

name: Model Training and Validation

on:
  push:
    branches: [ main ]
  pull_request:
    branches: [ main ]

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Repository
        uses: actions/checkout@v4

      - name: Set up Python 3.10
        uses: actions/setup-python@v5
        with:
          python-version: '3.10'

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install deepchecks
          
      - name: Create a folder
        run: |
          mkdir -p results
          
      - name: Validate Data
        run: |
          python data_validation.py

      - name: Validate Model Performance
        run: |
          python train_validation.py

      - name: Archive Deepchecks Results
        uses: actions/upload-artifact@v4
        if: always()
        with:
          name: deepchecks results
          path: results/*_validation.html