New stats module, refactor stats generation out of http module.

StatsEmitter thread to send stats to MQTT every 60 seconds by default, optional stats_interval config value.

New service stats attribute, containing uptime in seconds and version.
This commit is contained in:
Nat Morris 2021-01-03 23:35:58 +00:00 committed by Blake Blackshear
parent a9afa303a2
commit 76403bba8e
4 changed files with 94 additions and 30 deletions

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@ -20,6 +20,7 @@ from frigate.models import Event
from frigate.mqtt import create_mqtt_client
from frigate.object_processing import TrackedObjectProcessor
from frigate.record import RecordingMaintainer
from frigate.stats import StatsEmitter, stats_init
from frigate.video import capture_camera, track_camera
from frigate.watchdog import FrigateWatchdog
from frigate.zeroconf import broadcast_zeroconf
@ -115,8 +116,11 @@ class FrigateApp():
self.db.bind(models)
self.db.create_tables(models, safe=True)
def init_stats(self):
self.stats_tracking = stats_init(self.camera_metrics, self.detectors)
def init_web_server(self):
self.flask_app = create_app(self.config, self.db, self.camera_metrics, self.detectors, self.detected_frames_processor)
self.flask_app = create_app(self.config, self.db, self.stats_tracking, self.detected_frames_processor)
def init_mqtt(self):
self.mqtt_client = create_mqtt_client(self.config)
@ -173,6 +177,10 @@ class FrigateApp():
self.recording_maintainer = RecordingMaintainer(self.config, self.stop_event)
self.recording_maintainer.start()
def start_stats_emitter(self):
self.stats_emitter = StatsEmitter(self.config, self.stats_tracking, self.mqtt_client, self.config.mqtt.topic_prefix, self.stop_event)
self.stats_emitter.start()
def start_watchdog(self):
self.frigate_watchdog = FrigateWatchdog(self.detectors, self.stop_event)
self.frigate_watchdog.start()
@ -200,10 +208,12 @@ class FrigateApp():
self.start_detected_frames_processor()
self.start_camera_processors()
self.start_camera_capture_processes()
self.init_stats()
self.init_web_server()
self.start_event_processor()
self.start_event_cleanup()
self.start_recording_maintainer()
self.start_stats_emitter()
self.start_watchdog()
# self.zeroconf = broadcast_zeroconf(self.config.mqtt.client_id)
@ -224,6 +234,7 @@ class FrigateApp():
self.event_processor.join()
self.event_cleanup.join()
self.recording_maintainer.join()
self.stats_emitter.join()
self.frigate_watchdog.join()
for detector in self.detectors.values():

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@ -37,6 +37,7 @@ MQTT_SCHEMA = vol.Schema(
vol.Optional('port', default=1883): int,
vol.Optional('topic_prefix', default='frigate'): str,
vol.Optional('client_id', default='frigate'): str,
vol.Optional('stats_interval', default=60): int,
'user': str,
'password': str
}
@ -324,6 +325,7 @@ class MqttConfig():
self._client_id = config['client_id']
self._user = config.get('user')
self._password = config.get('password')
self._stats_interval = config.get('stats_interval')
@property
def host(self):
@ -349,13 +351,18 @@ class MqttConfig():
def password(self):
return self._password
@property
def stats_interval(self):
return self._stats_interval
def to_dict(self):
return {
'host': self.host,
'port': self.port,
'topic_prefix': self.topic_prefix,
'client_id': self.client_id,
'user': self.user
'user': self.user,
'stats_interval': self.stats_interval
}
class CameraInput():

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@ -13,6 +13,7 @@ from peewee import SqliteDatabase, operator, fn, DoesNotExist
from playhouse.shortcuts import model_to_dict
from frigate.models import Event
from frigate.stats import stats_snapshot
from frigate.util import calculate_region
from frigate.version import VERSION
@ -20,7 +21,7 @@ logger = logging.getLogger(__name__)
bp = Blueprint('frigate', __name__)
def create_app(frigate_config, database: SqliteDatabase, camera_metrics, detectors, detected_frames_processor):
def create_app(frigate_config, database: SqliteDatabase, stats_tracking, detected_frames_processor):
app = Flask(__name__)
@app.before_request
@ -33,8 +34,7 @@ def create_app(frigate_config, database: SqliteDatabase, camera_metrics, detecto
database.close()
app.frigate_config = frigate_config
app.camera_metrics = camera_metrics
app.detectors = detectors
app.stats_tracking = stats_tracking
app.detected_frames_processor = detected_frames_processor
app.register_blueprint(bp)
@ -152,31 +152,7 @@ def version():
@bp.route('/stats')
def stats():
camera_metrics = current_app.camera_metrics
stats = {}
total_detection_fps = 0
for name, camera_stats in camera_metrics.items():
total_detection_fps += camera_stats['detection_fps'].value
stats[name] = {
'camera_fps': round(camera_stats['camera_fps'].value, 2),
'process_fps': round(camera_stats['process_fps'].value, 2),
'skipped_fps': round(camera_stats['skipped_fps'].value, 2),
'detection_fps': round(camera_stats['detection_fps'].value, 2),
'pid': camera_stats['process'].pid,
'capture_pid': camera_stats['capture_process'].pid
}
stats['detectors'] = {}
for name, detector in current_app.detectors.items():
stats['detectors'][name] = {
'inference_speed': round(detector.avg_inference_speed.value*1000, 2),
'detection_start': detector.detection_start.value,
'pid': detector.detect_process.pid
}
stats['detection_fps'] = round(total_detection_fps, 2)
stats = stats_snapshot(current_app.stats_tracking)
return jsonify(stats)
@bp.route('/<camera_name>/<label>/best.jpg')

70
frigate/stats.py Normal file
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@ -0,0 +1,70 @@
import json
import logging
import threading
import time
from frigate.config import FrigateConfig
from frigate.version import VERSION
logger = logging.getLogger(__name__)
def stats_init(camera_metrics, detectors):
stats_tracking = {
'camera_metrics': camera_metrics,
'detectors': detectors,
'started': int(time.time())
}
return stats_tracking
def stats_snapshot(stats_tracking):
camera_metrics = stats_tracking['camera_metrics']
stats = {}
total_detection_fps = 0
for name, camera_stats in camera_metrics.items():
total_detection_fps += camera_stats['detection_fps'].value
stats[name] = {
'camera_fps': round(camera_stats['camera_fps'].value, 2),
'process_fps': round(camera_stats['process_fps'].value, 2),
'skipped_fps': round(camera_stats['skipped_fps'].value, 2),
'detection_fps': round(camera_stats['detection_fps'].value, 2),
'pid': camera_stats['process'].pid,
'capture_pid': camera_stats['capture_process'].pid
}
stats['detectors'] = {}
for name, detector in stats_tracking["detectors"].items():
stats['detectors'][name] = {
'inference_speed': round(detector.avg_inference_speed.value * 1000, 2),
'detection_start': detector.detection_start.value,
'pid': detector.detect_process.pid
}
stats['detection_fps'] = round(total_detection_fps, 2)
stats['service'] = {
'uptime': (int(time.time()) - stats_tracking['started']),
'version': VERSION
}
return stats
class StatsEmitter(threading.Thread):
def __init__(self, config: FrigateConfig, stats_tracking, mqtt_client, topic_prefix, stop_event):
threading.Thread.__init__(self)
self.name = 'frigate_stats_emitter'
self.config = config
self.stats_tracking = stats_tracking
self.mqtt_client = mqtt_client
self.topic_prefix = topic_prefix
self.stop_event = stop_event
def run(self):
time.sleep(10)
while True:
if self.stop_event.is_set():
logger.info(f"Exiting watchdog...")
break
stats = stats_snapshot(self.stats_tracking)
self.mqtt_client.publish(f"{self.topic_prefix}/stats", json.dumps(stats), retain=False)
time.sleep(self.config.mqtt.stats_interval)