.github/workflows/predict_and_deploy.yml

name: Fetch, Predict, and Sync to Hugging Face Hub

on:
  schedule:
    - cron: "15 2/6 * * *" # Runs every 6 hours 15 minute past the hour, starting at 04:00 GMT+2 (Netherlands), runs at 04:15, 10:15, 16:15, 22:15
  push:
    branches:
      - deploy
      - main

jobs:
  fetch-and-predict:
    runs-on: ubuntu-latest

    permissions:
      contents: write

    steps:
      - name: Checkout repository
        uses: actions/checkout@v2

      - name: Install Git LFS
        run: git lfs install

      - name: Fetch LFS files
        run: |
          git lfs pull

      - name: Set up Python
        uses: actions/setup-python@v2
        with:
          python-version: "3.x"

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

      - name: Run Python script
        env:
          VC_KEY: ${{ secrets.VC_KEY }}
        run: |
          python air_quality_forecast/get_prediction_data.py

      - name: Commit and push prediction CSV to repository
        run: |
          git config --local user.email "atodorov284@gmail.com"
          git config --local user.name "WorkflowBotAlex"
          git pull
          git add data/model_predictions/prediction_data.csv
          git add data/model_predictions/last_three_days.csv
          git commit -m "Update prediction data" || echo "No changes to commit"
          git push origin deploy

  sync-to-hub:
    runs-on: windows-latest
    needs: fetch-and-predict # Ensures this job runs after fetch-and-predict

    steps:
      - uses: actions/checkout@v3
        with:
          fetch-depth: 0

      - name: Git pull
        run: git pull
      - name: Install Git LFS
        run: git lfs install
      - name: Sync history with LFS
        run: git lfs migrate import --include="*.xgb, *.pkl" --yes --everything
      - name: Push to hub
        env:
          HF: ${{ secrets.HF }}
        run: git push --force https://03chrisk:${{ secrets.HF }}@huggingface.co/spaces/03chrisk/air-quality-forecasting deploy:main