feat: 增加循跡回歸雙服務端

This commit is contained in:
2024-07-13 15:24:03 +08:00
parent d81d0d7cff
commit cf167180b5
9 changed files with 153 additions and 12 deletions

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import toml
import threading
from loguru import logger
import logging
import zmq
from infer import Lane_model_infer
import numpy as np
import cv2
lock = threading.Lock()
response = {'code': 0, 'data': 0}
# 处理 server 响应数据
def server_resp(lane_infer_port):
global response
global model_id
logger.info("lane server1 thread init success")
context = zmq.Context()
# 启动 server
socket = context.socket(zmq.REP)
socket.bind(f"tcp://*:{lane_infer_port}")
logger.info("lane infer1 server init success")
while True:
message = socket.recv_string()
with lock:
socket.send_pyobj(response)
def lane_infer1_server_main(queue):
# context2 = zmq.Context()
# socket_server = context2.socket(zmq.PUB)
# socket_server.setsockopt(zmq.SNDHWM,10)
# socket_server.bind("tcp://*:7778")
if queue != None:
class Handler(logging.Handler):
def emit(self, record):
log_entry = self.format(record)
queue.put({'level': record.levelname.lower(), 'content': log_entry})
# logger.remove()
handler = Handler()
logger.add(handler, format="{time:MM-DD HH:mm:ss} {message}", level="DEBUG")
cfg = toml.load('/home/evan/Workplace/project_infer/cfg_infer_server.toml')
# 配置日志输出
logger.add(cfg['debug']['logger_filename'], format=cfg['debug']['logger_format'], retention = 5, level="INFO")
# 连接摄像头 server 巡线只需要连接前摄像头
context = zmq.Context()
camera_socket = context.socket(zmq.REQ)
camera_socket.connect(f"tcp://localhost:{cfg['camera']['front_camera_port']}")
logger.info("connect camera success")
# 初始化 paddle 推理器
predictor = Lane_model_infer(model_dir="./lane_model/7_12_6")
logger.info("lane model load success")
# 启动 lane_infer_server 线程
mythread = threading.Thread(target=server_resp,
args=(cfg['server']['lane_infer_port1'],),
daemon=True)
mythread.start()
import signal
import sys
def signal_handler(signum, frame):
logger.info("Received signal, exiting...")
camera_socket.close()
context.term()
sys.exit(0)
# 注册信号处理函数
signal.signal(signal.SIGTERM, signal_handler)
signal.signal(signal.SIGINT, signal_handler)
while True:
camera_socket.send_string("")
message = camera_socket.recv()
np_array = np.frombuffer(message, dtype=np.uint8)
frame = cv2.imdecode(np_array, cv2.IMREAD_COLOR)
frame = cv2.cvtColor(frame, cv2.COLOR_RGB2BGR)
frame = frame[60:240,:]
result = predictor.infer(frame)
with lock:
response['data'] = result
if cv2.waitKey(1) == 27:
break
mythread.join()
logger.info("lane infer1 server exit")
if __name__ == "__main__":
lane_infer1_server_main(None)