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Add split background promotion workflow
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2026-07-10 12:12:50 +02:00
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@@ -6312,3 +6312,41 @@ Open:
- After redeploy, run `scripts/run_background_corpus_split_matrix.sh` on Tower for `geointel-building-yolov8s-aoi1024bg512r3e50-pt`.
- Feed the generated `background_corpus_split_summary.json` into `scripts/build_detection_model_promotion_report.py --background-split-summary` together with the seven-AOI positive summary.
- If pure-empty false-positive pressure still fails, retrain or recalibrate before any default activation. If pure-empty passes, inspect sparse-context review evidence before deciding whether to keep the model operator-only or prepare a guarded default-candidate decision.
# Sprint 159 - Split-background promotion workflow wrapper
## What changed
- Added `scripts/run_split_background_promotion_workflow.sh`.
- The wrapper runs `scripts/run_background_corpus_split_matrix.sh`, verifies the emitted `background_corpus_split_summary.json`, then calls `scripts/build_detection_model_promotion_report.py --background-split-summary`.
- The wrapper requires `PROMOTION_POSITIVE_PORTFOLIO_PATH` and exposes promotion gate overrides through environment variables.
- Added readiness syntax coverage for the new wrapper.
- Updated operator pipeline docs, TODO and changelog.
## What was tested
- Red step: `python -m pytest tests/test_sprint159_split_promotion_workflow.py -q` failed because the wrapper script and readiness syntax check did not exist.
- Ran `python -m pytest tests/test_sprint159_split_promotion_workflow.py -q`: 2 passed.
- Ran `bash -n scripts/run_split_background_promotion_workflow.sh`.
- Ran `python -m pytest tests/test_sprint159_split_promotion_workflow.py tests/test_sprint158_promotion_report_split_background.py tests/test_sprint157_background_split_matrix_runner.py -q`: 7 passed.
- Ran `bash -n scripts/run_readiness_check.sh`.
- Ran `python -m compileall backend/app`.
- Ran `python -m pytest` in `backend`: 446 passed, 17 existing Pydantic namespace warnings.
- Ran `cd frontend && npm run typecheck`.
- Ran `cd frontend && npm run build`.
- Ran `cd backend && python -m alembic heads`: `202606120900 (head)`.
- Ran `cd backend && python -m alembic upgrade head --sql`.
- Ran `bash -n scripts/live_migration_smoke.sh`.
- Ran `bash scripts/run_readiness_check.sh`: passed.
## Known limitations
- This pass adds operator orchestration only. It does not run live inference locally, retrain YOLO, activate a model default, change backend API contracts, change migrations, fetch providers, fetch weights or create fake detections.
- `http://192.168.10.150:1202` is reachable from this workstation, but `ssh -p 222 root@192.168.10.150` returned `Permission denied (publickey)`. Port `222` appears to be the Gitea SSH endpoint rather than an Unraid shell endpoint, so Docker rebuild/restart still needs the existing Unraid deployment path or a separate shell-access route.
## Next recommended pass
- Redeploy/pull commit on Tower through the existing Gitea/Unraid flow.
- Run:
- `PROMOTION_POSITIVE_PORTFOLIO_PATH=... bash scripts/run_split_background_promotion_workflow.sh http://192.168.10.150:1202`
- Review the generated split-aware promotion report before any retraining, recalibration or default-model decision.