move_detect/edge/daemon.py

54 lines
2.2 KiB
Python

import os
def run_loop(runtime, client, queue, *, clock, sleep, iterations=None,
sync_every=150, heartbeat_every=900, flush_every=300,
frame_interval=0.0):
counters = {"frames": 0, "syncs": 0, "beats": 0, "flushes": 0, "errors": 0}
i = 0
while iterations is None or i < iterations:
i += 1
try:
runtime.step(clock())
counters["frames"] += 1
except Exception:
counters["errors"] += 1
if sync_every and i % sync_every == 0:
cfg = client.fetch_config()
if cfg is not None:
from edge.zones import zones_from_config
runtime.apply_zones(zones_from_config(cfg))
counters["syncs"] += 1
if heartbeat_every and i % heartbeat_every == 0:
if client.send_heartbeat({"fps": 0.0, "frames": counters["frames"]}):
counters["beats"] += 1
if flush_every and i % flush_every == 0:
queue.flush()
counters["flushes"] += 1
if frame_interval:
sleep(frame_interval)
return counters
def main() -> None: # pragma: no cover (integration entrypoint, exercised on device)
import time
from edge.config import load_config
from edge.cloudclient import CloudClient
from edge.alert import PostClient
from edge.queue import OfflineQueue
from edge.runtime import PipelineRuntime
from edge.adapters.uvc_source import UvcSource
from edge.adapters.movenet_pose import MoveNetPoseAdapter
cfg = load_config(dict(os.environ))
nonce = lambda: os.urandom(8).hex()
now = time.time
base = cfg.cafe24_url.rstrip("/")
client = CloudClient(base, cfg.device_id, cfg.secret, nonce, now)
post = PostClient(base + "/api/events", cfg.device_id, cfg.secret, nonce, now)
queue = OfflineQueue(os.environ.get("QUEUE_DB", "queue.db"), post)
source = UvcSource(int(os.environ.get("UVC_DEVICE", "0")))
pose = MoveNetPoseAdapter(os.environ["MOVENET_ONNX"])
runtime = PipelineRuntime(cfg, source, pose, queue)
run_loop(runtime, client, queue, clock=now, sleep=time.sleep, iterations=None,
frame_interval=1.0 / float(os.environ.get("TARGET_FPS", "12")))