Files
managed-portal/managed/people_flow_project/tests/test_queue_analytics.py
skye.yue ea618fd674 Refactor store dwell alert management API and dwell engine
- Updated argument parsing in manage_api.py to include new threshold parameters.
- Enhanced _config_payload to include thresholds and webhook configurations.
- Modified _build_summary to track queue metrics and adjust alert reporting.
- Refactored DwellEngine to utilize queue thresholds for alerting and reporting.
- Added queue metrics calculations and status change tracking in dwell_engine.py.
- Updated notifier.py to support posting JSON events to webhooks.
- Adjusted example configuration to reflect new threshold parameters.
- Enhanced Docker entrypoint script for better process management.
- Updated tests to cover new queue metrics and thresholds.
- Improved ManagedServiceDetail and ManagedServices Vue components to display queue metrics.
2026-05-09 11:35:55 +08:00

44 lines
1.4 KiB
Python

from datetime import datetime
from zoneinfo import ZoneInfo
from src.people_flow.models import QueueConfig, TrackObservation
from src.people_flow.queue_analytics import QueueWindowTracker
TZ = ZoneInfo("Asia/Shanghai")
def test_queue_window_tracker_builds_crowded_report():
tracker = QueueWindowTracker(
QueueConfig(
queue_time_threshold_seconds=300,
crowded_count_threshold=5,
normal_count_threshold=2,
pause_timeout_seconds=5,
),
pixel_area=(0, 0, 100, 100),
)
start = datetime(2026, 4, 15, 11, 0, tzinfo=TZ)
crowded_tracks = [
TrackObservation(
track_id=index, bbox=(0, 0, 10, 10), confidence=0.9, center=(10, 10)
)
for index in range(1, 7)
]
short_tracks = [
TrackObservation(
track_id=index, bbox=(0, 0, 10, 10), confidence=0.9, center=(10, 10)
)
for index in range(7, 9)
]
tracker.observe(crowded_tracks, start)
tracker.observe(crowded_tracks, start.replace(minute=6))
tracker.observe(crowded_tracks + short_tracks, start.replace(minute=27))
tracker.observe(short_tracks, start.replace(minute=30))
queue_metrics = tracker.build_queue_metrics(start, start.replace(minute=30))
assert queue_metrics["over_threshold_count"] == 6
assert queue_metrics["under_threshold_count"] == 2
assert queue_metrics["queue_level"] == "crowded"