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Add reusable GIS run mode and AI runtime opt-in
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2026-07-05 00:25:12 +02:00
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## Sprint 117 Reusable GIS run and AI runtime opt-in (2026-07-05)
Changed:
- Added a Map workspace full-run mode selector with `Create new dataset/export` and `Reuse latest saved dataset for QA`.
- Reuse mode runs QA/QC against the latest saved derived map-selection dataset without creating another derived dataset/export pair.
- Added opt-in Docker and Unraid AI build support through `GEOINTEL_INSTALL_AI=true`; default builds still install only the GIS runtime.
- Passed YOLO runtime environment variables and a `/app/models` volume into the all-in-one Unraid container so local PyTorch/Ultralytics models can be mounted explicitly.
- 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` and `backend/tests/test_docker_runtime_config.py`.
Validation:
- RED: `python -m pytest backend\tests\test_sprint116_operational_gis_map_workflow.py backend\tests\test_docker_runtime_config.py -q` failed before implementation because `fullWorkflowMode`, AI build args and YOLO runtime env wiring were absent.
- `python -m pytest backend\tests\test_sprint116_operational_gis_map_workflow.py backend\tests\test_docker_runtime_config.py -q` passed: 22 tests.
- `cd frontend && npm run typecheck` passed.
- `cd frontend && npm run build` passed.
- `python -m compileall backend/app` passed.
- `python -m py_compile scripts\yolo_preflight.py backend\scripts\yolo_preflight.py` passed.
- `python -m pytest backend\tests\test_sprint31_unraid_template.py backend\tests\test_docker_runtime_config.py -q` passed: 27 tests.
- `cd backend && python -m pytest -q` passed: 366 tests.
- `bash scripts/run_readiness_check.sh` passed: 366 backend tests plus frontend typecheck/build.
- `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; bash -n scripts/deploy_tower.sh; bash -n deploy/unraid/run-dockerman-container.sh` passed.
- Local Codex host could not run `docker compose config` because Docker is not installed in this Windows environment; Tower Docker validation is required after push/deploy.
Limitations:
- `GEOINTEL_INSTALL_AI=true` installs optional PyTorch/Ultralytics dependencies but still requires a user-provided local model file; GeoIntel does not download weights.
- Reuse mode intentionally reuses only the latest saved map-selection dataset for QA/QC. It does not delete or mutate older derived datasets/exports.
Next recommended pass:
- Run full readiness, deploy Tower, and browser-verify both Map run modes plus configured-YOLO preflight status in the live container.
## Sprint 116 Operational GIS map workflow (2026-07-04)
Changed: