train-spread-predictor.yaml

name: NFL Spread Predictor Pipeline

on:
  # schedule:
  #   - cron: '0 0 * * 2'
  workflow_dispatch:

jobs:
  build:
    runs-on: ubuntu-latest

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

      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: 3.12

      - name: Install Poetry
        uses: snok/install-poetry@v1
        with:
          version: 1.7.1

      - name: Install dependencies with Poetry
        run: poetry install

      - name: Download data
        # TODO: mkdir should not be necessary but gh action hangs when doing os.makedirs
        run: |
          mkdir ./nfl_analytics/data
          ls -a
          ls -a ./nfl_analytics
          poetry run python ./nfl_analytics/main.py --download

      # TODO: should be able to combine w/ main.py --download
      - name: Train Model
        run: poetry run python ./nfl_analytics/main.py --train

      # TODO: tag name? release name?
      - name: Create release
        id: create_release
        uses: softprops/action-gh-release@v1
        with:
          files: ./nfl_analytics/assets/*
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

      - name: Upload model, scaler, and running average dataframe
        id: upload_assets
        uses: actions/upload-artifact@v4
        with:
          name: assets
          path: ./nfl_analytics/assets/*

      - name: Attach assets to release
        uses: actions/upload-release-asset@v1
        with:
          upload_url: ${{ steps.create_release.outputs.upload_url }}
          asset_path: ${{ needs.upload_assets.outputs.artifact_paths }}
          asset_name: assets
          asset_content_type: application/zip