move_detect/edge/detectors/ghost.py
유창욱 f7266f5980 fix(edge): identity-aware GHOST dedup keyed on track_id (FIX 4)
edge/engine.py keyed the ghost cooldown as
(GHOST, round(x), round(y)) — purely spatial, ignoring track identity.
Two distinct workers collapsing at ~the same pixel within the cooldown
window would suppress each other's ghost event, potentially masking a
second CRITICAL incident.

edge/detectors/ghost.py GhostIncidentDetector.update now includes the
candidate's track_id in each emitted dict. edge/engine.py keys the
cooldown as (EventType.GHOST, track_id) and sets the emitted Event's
track_id accordingly, matching how FALL/NO_MOTION/IMMOBILITY/zone events
are already keyed per-track.

Tests: tests/test_ghost.py asserts ghosts[0]["track_id"] == 1 on the
existing reappear-timeout test.
2026-07-11 22:17:48 +09:00

48 lines
1.8 KiB
Python

from dataclasses import dataclass
from edge.tracking import Track
_DANGEROUS = {"FALLING", "FALLEN", "NO_MOTION"}
@dataclass
class GhostConfig:
reappear_s: float = 10.0
reappear_dist: float = 1.0 # bbox 높이 배수
class GhostIncidentDetector:
def __init__(self, cfg: GhostConfig):
self.cfg = cfg
self._states: dict[int, str] = {}
# 후보: track_id -> (spatial(x,y), last_state, height, lost_at)
self._candidates: dict[int, tuple] = {}
def note_state(self, track_id: int, state: str) -> None:
self._states[track_id] = state
def on_lost(self, lost_tracks: list[Track], now: float) -> None:
for tr in lost_tracks:
state = self._states.get(tr.track_id, "STANDING")
if state in _DANGEROUS:
b = tr.latest.bbox
self._candidates[tr.track_id] = ((b.cx, b.cy), state, b.height, now)
self._states.pop(tr.track_id, None)
def update(self, active_tracks: list[Track], now: float) -> list[dict]:
# 인근 재출현이면 후보 취소
for tid, (spatial, _state, height, _lost_at) in list(self._candidates.items()):
for tr in active_tracks:
b = tr.latest.bbox
dist = ((b.cx - spatial[0]) ** 2 + (b.cy - spatial[1]) ** 2) ** 0.5
if dist <= self.cfg.reappear_dist * (height or 1.0):
self._candidates.pop(tid, None)
break
# 대기 초과 방출
out = []
for tid, (spatial, state, _height, lost_at) in list(self._candidates.items()):
if now - lost_at >= self.cfg.reappear_s:
out.append({"track_id": tid, "spatial": spatial, "last_state": state,
"waited_s": round(now - lost_at, 1)})
self._candidates.pop(tid, None)
return out