Forecast #554
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| name: Forecast | |
| on: | |
| schedule: | |
| # :08 and :38 of every hour — aligned with GFZ 30-min nowcast cadence, | |
| # with an offset that gives publishers time to post and absorbs Actions | |
| # scheduler drift. | |
| - cron: '8,38 * * * *' | |
| workflow_dispatch: | |
| inputs: | |
| now: | |
| description: 'Pin anchor time (ISO8601, e.g. 2026-04-24T12:00:00). Leave empty for live run.' | |
| required: false | |
| default: '' | |
| permissions: | |
| contents: write | |
| pages: write | |
| id-token: write | |
| concurrency: | |
| group: forecast | |
| cancel-in-progress: false | |
| env: | |
| ASSETS_TAG: v0.1.1-assets | |
| REALTIME_REPO: eunsu-park/realtime-regression-sw | |
| jobs: | |
| build-and-deploy: | |
| runs-on: ubuntu-latest | |
| environment: | |
| name: github-pages | |
| url: ${{ steps.deploy.outputs.page_url }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.12' | |
| cache: 'pip' | |
| cache-dependency-path: vendor/realtime-regression-sw/requirements.txt | |
| - name: Install CPU-only PyTorch | |
| run: pip install torch --index-url https://download.pytorch.org/whl/cpu | |
| - name: Install realtime dependencies | |
| run: pip install -r vendor/realtime-regression-sw/requirements.txt | |
| - name: Cache checkpoint assets | |
| id: cache-checkpoint | |
| uses: actions/cache@v4 | |
| with: | |
| path: vendor/realtime-regression-sw/checkpoint | |
| key: release-${{ env.ASSETS_TAG }} | |
| - name: Download checkpoint + stats | |
| if: steps.cache-checkpoint.outputs.cache-hit != 'true' | |
| env: | |
| GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| run: | | |
| mkdir -p vendor/realtime-regression-sw/checkpoint | |
| gh release download "$ASSETS_TAG" \ | |
| --repo "$REALTIME_REPO" \ | |
| --dir vendor/realtime-regression-sw/checkpoint \ | |
| --pattern 'model_best.pth' \ | |
| --pattern 'table_stats.pkl' | |
| - name: Run inference | |
| id: infer | |
| working-directory: vendor/realtime-regression-sw | |
| run: | | |
| set +e | |
| ARGS="--config ../../configs/realtime.ci.yaml --device cpu --verbose" | |
| if [ -n "${{ inputs.now }}" ]; then | |
| ARGS="$ARGS --now ${{ inputs.now }}" | |
| fi | |
| python scripts/run_realtime.py $ARGS | |
| CODE=$? | |
| echo "exit_code=$CODE" >> "$GITHUB_OUTPUT" | |
| # Never fail this step — failure handling is done in update_site_data.py. | |
| exit 0 | |
| - name: Update site data | |
| run: python scripts/update_site_data.py --exit-code ${{ steps.infer.outputs.exit_code }} | |
| - name: Commit site data | |
| run: | | |
| git config user.name 'github-actions[bot]' | |
| git config user.email 'github-actions[bot]@users.noreply.github.com' | |
| git add site/data | |
| if git diff --cached --quiet; then | |
| echo "No site data changes to commit." | |
| else | |
| git commit -m "chore: update forecast data ($(date -u +%Y-%m-%dT%H:%M:%SZ))" | |
| git push | |
| fi | |
| - name: Job summary | |
| if: always() | |
| run: | | |
| echo "## Forecast run" >> "$GITHUB_STEP_SUMMARY" | |
| echo "- Inference exit code: ${{ steps.infer.outputs.exit_code }}" >> "$GITHUB_STEP_SUMMARY" | |
| if [ -f site/data/latest.json ]; then | |
| python - <<'PY' >> "$GITHUB_STEP_SUMMARY" | |
| import json, pathlib | |
| d = json.loads(pathlib.Path("site/data/latest.json").read_text()) | |
| f = d["forecast"][0] | |
| print(f"- Anchor: `{d['anchor_timestamp_utc']}`") | |
| print(f"- First horizon ({f['horizon_minutes']} min): ap30 = {f['ap30']:.2f}") | |
| PY | |
| fi | |
| - uses: actions/configure-pages@v5 | |
| - uses: actions/upload-pages-artifact@v3 | |
| with: | |
| path: site | |
| - name: Deploy to Pages | |
| id: deploy | |
| uses: actions/deploy-pages@v4 |