move_detect/docs/PROJECT_MAP.md
유창욱 a203c42bf3 feat(zones): occupancy rule engine - lone-worker / capacity / dwell limits
Per-zone declarative safety rules, set in the zone editor and enforced on the
edge from the tracking the pipeline already does (no new geometry, no new model):

- min_workers (2인 1조): 0 < count < minimum sustained 30s -> lone_worker/HIGH.
  A solo worker in a buddy-rule zone is a compliance violation and a rescue-
  delay risk, so it outranks the other two.
- max_workers: count > limit sustained 10s -> overcapacity/WARNING.
- max_dwell_s: one track's continuous stay past the limit -> overstay/WARNING.
  A short detection dropout (<=5s grace) does NOT reset the dwell timer -
  without that, run_once's stale-track filter would quietly neuter every
  10-minute rule at real-world detection rates.

Edge: detectors/occupancy.py consumes Zone.rules; the engine flips the zone
detector's per-track membership into per-zone headcounts (stale tracks already
excluded), so counts always match what was actually detected this tick. Fired
states clear on condition recovery - re-alerts need a fresh violation, not a
cooldown expiry. Malformed rules_json keeps the zone's intrusion detection
alive and logs the rules as inactive (never fail dark).

Server: move_zones.rules_json (nullable JSON, migration included) validated
strictly in ZoneConfigController (bounds, min<=max, unknown keys rejected -
a silently dropped rule is one the operator believes is active). Delivered to
the edge unchanged via GET /api/config. EventValidator accepts the 3 new types.

UI: zone editor gains the three rule fields (dwell entered in minutes, wired
in seconds) and shows each zone's rules in its list row; the events console
and detail view now render every event type in Korean (wire codes fall back).

Verified: pytest 216 pass / PHPUnit 123 pass + real-render harness in Chrome
(editor save payload, list labels, console type labels).
2026-08-06 19:33:12 +09:00

3.5 KiB

PROJECT_MAP — move_detect

작업 전 이 문서로 위치를 찾고 필요한 파일만 연다 (전체 재스캔 금지). 새 파일·라우트·스키마 변경 시 해당 섹션을 갱신할 것.

개요

작업장 안전 AI CCTV. Raspberry Pi 5 + Hailo-8 엣지 추론(Python) → HMAC POST → Cafe24 웹호스팅 PHP+MySQL 대시보드. 감지: 넘어짐 · 넘어짐 후 미동 · 장시간 부동 · 위험구역 침입(경고/절대금지/협착) · 유령사고(위험 상태로 소실). 스냅샷만 전송, 라이브뷰·영상 없음.

edge/ (Python — Pi에서 구동)

파일 역할
app.py run_once 파이프라인 (프레임→추론→추적→감지→스냅샷→전송). ambiguous 리셋·stale 필터
engine.py EventEngine — 감지기 오케스트레이션, 쿨다운 dedup, 트랙 forget
tracking.py IouTracker — 전역 그리디 IoU 매칭, ambiguous() (교차 경합 트랙)
detectors/ fall.py(FALLING→FALLEN→NO_MOTION, sustained prone) · immobility.py · ghost.py · zone.py · occupancy.py(존 규칙: 2인1조/정원/체류상한 — Zone.rules 소비)
smoothing.py 트랙별 키포인트 스무딩 풀
snapshot.py RingBuffer · FaceBlurrer(PIPA) · Snapshotter
alert.py / serverclient.py HMAC+nonce POST, 커스텀 UA, no-redirect
queue.py 오프라인 전송 큐
config.py env → Config (빈 CAFE24_URL/SECRET는 기동 실패)
daemon.py / runtime.py / health.py 상주 루프 · 하트비트 텔레메트리
adapters/ hailo_pose · movenet_pose(CPU 폴백) · picamera_source(CSI) · uvc_source(USB)
probe.py / tools/ 카메라 사전 점검 · HEF/모델 fetch (빌드머신 전용)

server/ (PHP 8 + PDO — Cafe24)

  • 진입: public/index.php (라우트 전부 여기), 뷰: src/View/{layout,events,login,zones,event_detail}.php
  • 라우트: POST /api/events(ingest, HMAC) · POST /api/heartbeat · GET /api/config · GET /api/events · GET /api/devices · GET/POST /api/zones* · POST /login|/logout · GET /snap/{uuid} · POST /events/{id}/ack · 페이지 /, /login, /zones, /events/{id}/view
  • src/Ingest/ HMAC+nonce+rate-limit+replay 방지 · src/Auth/ argon2id/세션/RBAC/CSRF · src/Dashboard/ 이벤트목록·디바이스상태·존편집·스냅샷프록시 · src/Repository/ 9종 (인터페이스+PDO)
  • 프런트: public/assets/app.js(이벤트 콘솔 폴링·필터) · device-tree.js(장치→카메라 트리 레일) · zone-draw.js · detail.js · app.css
  • DB: schema.sql (테이블 prefix move_), 마이그레이션 migrations/. 존 행의 rules_json(선택) = 점유 규칙 {min_workers,max_workers,max_dwell_s} — 편집기 저장 시 ZoneConfigController가 검증, /api/config로 엣지 전달
  • 배포: server/deploy/build_cafe24_package.sh → zip, server/docs/server-deploy.md

deploy/ · dist/ (납품)

  • deploy/: Pi 설치 — setup_online.sh, bundle/build_offline_bundle.sh(폐쇄망), systemd/move-detect-edge.service, device.env(사전 프로비저닝)
  • dist/: 1_cafe24_upload/ · 2_pi_install/ · PROVISION_SECRETS.md

tests/

  • Python: tests/ 31파일 (pytest) — 하드웨어 필요 테스트는 tests/hardware/ + skip 마커
  • PHP: server/tests/ 19파일 (phpunit, in-memory repo; PDO 통합은 skip 게이트)

docs/

delivery-audit.md(감사 43건, 전부 완료 — OFF-HW 실장비 검증만 잔여) · pilot-runbook.md · hardware-bringup.md · INDEX.md(작업 기록)