name: ML Pipeline Evaluation

on:
  push:
    branches:
      - main
      - 'feature/*'

jobs:
  evaluate:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout repository
        uses: actions/checkout@v4

      - name: Set up Python 3.11
        uses: actions/setup-python@v5
        with:
          python-version: '3.11'

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

      # Load the trained model for evaluation
      # Configure the model path based on your project structure
      - name: Run evaluation suite
        run: |
          python evaluation-suite.py

      # Configure eval threshold check here
      # The evaluation suite prints metrics to stdout
      # Parse the output and exit 1 if any metric falls below threshold
      - name: Check eval thresholds
        run: |
          echo "Configure threshold checks here"
          echo "Exit 1 if metrics below threshold"