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feat(calibrate-serve): POST /room/train + fix AnchorLabel JSON to snake_case

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- POST /api/v1/room/train: { room_id, baseline_id, anchors[] } → trains a
  SpecialistBank and persists it as <output_dir>/<room_id>.json (path-sanitized),
  readable via /room/state?bank=<room_id>. Completes the HTTP train→infer loop.
- Fix data-contract bug: AnchorLabel serialized as PascalCase variant names
  (serde default) while as_str() + the integration doc used snake_case. Added
  #[serde(rename_all = "snake_case")] so the JSON wire format matches the
  documented contract (empty/stand_still/…). Locked with a roundtrip test.

Validated live (ESP32-S3): POST train (4 anchors → 6 specialists, persisted) →
GET /room/state returns RoomState with the trained presence/restlessness; the
synthetic-vs-real scale mismatch correctly triggers the anomaly veto. 36
calibration tests pass.

Co-Authored-By: claude-flow <ruv@ruv.net>
This commit is contained in:
ruv
2026-06-09 13:58:40 -04:00
parent 370f0a9265
commit b2cd752830
3 changed files with 62 additions and 3 deletions
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docs/integration/calibration-appliance-integration.md
+2 -1
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@@ -88,7 +88,7 @@ UUID (`calibration_uuid()`) is the `baseline_id` referenced by enrollments and b
"session": { "room_id": "...", "baseline_id": "...", "events": [ /* event-sourced audit log */ ] }
}
```
Anchor labels (fixed sequence): `empty, stand_still, sit, lie_down, breathe_slow, breathe_normal, small_move, sleep_posture`.
Anchor labels (fixed sequence, **JSON wire = snake_case**, test-enforced): `empty, stand_still, sit, lie_down, breathe_slow, breathe_normal, small_move, sleep_posture`.
### 3.4 Specialist bank — JSON (`train-room` → `room-watch` / runtime)
@@ -136,6 +136,7 @@ Anchor labels (fixed sequence): `empty, stand_still, sit, lie_down, breathe_slow
| GET | `/api/v1/calibration/result` | last finalized baseline summary |
| GET | `/api/v1/calibration/baselines` | list persisted `.bin` baselines |
| GET | `/api/v1/room/state?bank=<name>` | **live RoomState** (mixture-of-specialists over the CSI window; bank resolved as a sanitized name under `output_dir`) |
| POST | `/api/v1/room/train` | `{ room_id, baseline_id, anchors[] }` → train + persist a specialist bank as `<output_dir>/<room_id>.json` (read back via `/room/state?bank=<room_id>`) |
A single background task owns the UDP socket + recorder (handlers talk to it over an mpsc channel +
shared status snapshot), so the API is non-blocking. Enrollment/train/room-state are CLI today