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Surface YOLO preflight in Detection Lab
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2026-07-06 10:52:26 +02:00
parent 58608383cd
commit 7aa9382c9e
14 changed files with 275 additions and 1 deletions
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docs/CODEX_EXECUTION_LOG.md
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@@ -8,6 +8,7 @@ Changed:
- Hardened the AI image path after Tower validation showed `torch` imported but `ultralytics` failed on a missing OpenCV native library. The Dockerfiles now include the required OpenCV runtime shared libraries and YOLO dependency detection performs real imports instead of `find_spec` checks.
- Added a writable `YOLO_CONFIG_DIR` default under application storage after Tower validation showed Ultralytics otherwise falls back to `/tmp` because root config is not writable in the container.
- Added YOLO preflight runtime diagnostics so operators can see dependency assumption state, model directory, `YOLO_CONFIG_DIR`, installed `torch`/`ultralytics` package versions and CUDA availability without loading a model, running inference or downloading weights.
- Added a read-only `GET /api/v1/detection/yolo/preflight` endpoint and Detection Lab YOLO runtime preflight panel so browser operators can inspect live AI runtime readiness without loading a model, running inference or downloading weights.
- Updated `.env.example`, `backend/README.md`, `frontend/README.md`, `scripts/README.md`, `docs/AI_PIPELINES.md`, `docs/TODO.md` and `CHANGELOG.md`.
- Added regression coverage in `backend/tests/test_sprint116_operational_gis_map_workflow.py`, `backend/tests/test_sprint8b_yolo_foundation.py` and `backend/tests/test_docker_runtime_config.py`.
@@ -54,6 +55,17 @@ Validation:
- Deploy-time live migration smoke passed on Tower; PostGIS reported `3.6 USE_GEOS=1 USE_PROJ=1 USE_STATS=1` and Alembic head was `202606120900`.
- Deploy-time browser runtime verification passed for `http://192.168.10.150:1202`, API proxy and icon.
- Tower container check passed: remote checkout is `7a29e78`, `geointel` is healthy on `0.0.0.0:1202->80/tcp`, and `scripts/yolo_preflight.py --enabled --json` reports `dependencies_available=true`, `torch_version=2.12.1`, `ultralytics_version=8.4.88`, `cuda_available=false`, `yolo_config_dir=/app/storage/ultralytics`, `status=not_configured`, `will_download_models=false` and `will_run_inference=false`.
- RED: `python -m pytest backend\tests\test_sprint13_yolo_preflight.py::test_yolo_preflight_api_returns_canonical_envelope backend\tests\test_sprint118_yolo_preflight_ui.py -q` failed before implementation because `/api/v1/detection/yolo/preflight` returned 404 and the Detection Lab did not surface a YOLO runtime preflight panel.
- `python -m pytest backend\tests\test_sprint13_yolo_preflight.py::test_yolo_preflight_api_returns_canonical_envelope backend\tests\test_sprint118_yolo_preflight_ui.py -q` passed: 2 tests.
- `cd frontend && npm run typecheck` passed after adding the preflight API client and Detection Lab panel.
- `python -m pytest backend\tests\test_sprint13_yolo_preflight.py backend\tests\test_sprint118_yolo_preflight_ui.py backend\tests\test_sprint48_api_contract_audit.py -q` passed: 13 tests.
- `python -m compileall backend/app` passed.
- `cd backend && python -m pytest -q` passed: 371 tests.
- `cd frontend && npm run build` passed.
- `bash scripts/run_readiness_check.sh` passed: 371 backend tests plus frontend typecheck/build and API contract audit for 80 documented routes.
- `cd backend && python -m alembic heads` passed: `202606120900 (head)`.
- `cd backend && python -m alembic upgrade head --sql` passed.
- `bash -n scripts/live_migration_smoke.sh` and `bash -n scripts/deploy_tower.sh` passed.
Limitations:
- `GEOINTEL_INSTALL_AI=true` installs optional PyTorch/Ultralytics dependencies but still requires a user-provided local model file; GeoIntel does not download weights.