NFL Spread Predictor Pipeline #34
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: NFL Spread Predictor Pipeline | |
| on: | |
| # schedule: | |
| # - cron: '0 0 * * 2' | |
| workflow_dispatch: | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: write | |
| 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 | |
| run: poetry run python ./nfl_analytics/main.py --download | |
| # Necessary for train step | |
| # https://github.com/actions/runner-images/discussions/7188#discussioncomment-6750749 | |
| # https://stackoverflow.com/questions/71590851/r8-is-causing-gradle-daemon-to-vanish-on-github-hosted-action-runner/76921482#76921482 | |
| - name: Increase swapfile | |
| run: | | |
| df -h | |
| sudo swapoff -a | |
| sudo fallocate -l 12G /swapfile | |
| sudo chmod 600 /swapfile | |
| sudo mkswap /swapfile | |
| sudo swapon /swapfile | |
| sudo swapon --show | |
| # Seperated from Download data to make debugging easier | |
| - 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/* | |
| tag_name: spread-predictor | |
| draft: true | |
| 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 |