Add workflow to run evaluation on a subset of datasets #16
Workflow file for this run
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| # Evaluates Chronos-Bolt (Tiny) Model on Some Datasets | |
| name: Evaluate | |
| on: | |
| pull_request: | |
| branches: ["main"] # Run on PRs to main branch | |
| jobs: | |
| evaluate-and-post: | |
| if: contains(github.event.pull_request.labels.*.name, 'run-eval') # Only run if 'run-eval' label is added | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Repository | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| - name: Install Dependencies | |
| run: pip install ".[evaluation]" -f https://download.pytorch.org/whl/cpu/torch_stable.html | |
| - name: Run Eval Script | |
| run: python scripts/evaluation/evaluate.py ci/evaluate/backtest_config.yaml eval-ci-metrics.csv --chronos-model-id=amazon/chronos-bolt-tiny --device=cpu --torch-dtype=float32 | |
| - name: Upload CSV | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: eval-metrics | |
| path: eval-ci-metrics.csv | |
| retention-days: 1 | |
| overwrite: true | |
| - name: Download Eval Metrics | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: eval-metrics | |
| path: eval-metrics-artifact/ | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| run-id: ${{ github.run_id }} | |
| - name: Display structure of downloaded files | |
| run: ls -R | |
| # - name: Read CSV | |
| # id: csv | |
| # uses: juliangruber/read-file-action@v1 | |
| # with: | |
| # path: eval-ci-metrics.csv | |
| # - name: Create Markdown Table | |
| # uses: petems/csv-to-md-table-action@master | |
| # id: csv-table-output | |
| # with: | |
| # csvinput: ${{ steps.csv.outputs.content }} | |
| # - name: Post Table as a Comment | |
| # uses: peter-evans/create-or-update-comment@v4 | |
| # with: | |
| # token: ${{ secrets.GITHUB_TOKEN }} | |
| # repository: ${{ github.repository }} | |
| # issue-number: ${{ github.event.pull_request.number }} | |
| # body: | | |
| # ### Evaluation Metrics | |
| # ${{steps.csv-table-output.outputs.markdown-table}} |