2026-01-29 18:03:09 | INFO | main | Edge_Inference_Service 初始化开始 2026-01-29 18:03:09 | INFO | main | ================================================== 2026-01-29 18:03:09 | INFO | main | Edge_Inference_Service 启动 2026-01-29 18:03:09 | INFO | main | ================================================== 2026-01-29 18:03:13 | ERROR | main | 数据库初始化失败: (pymysql.err.OperationalError) (2003, "Can't connect to MySQL server on 'localhost' ([WinError 10061] 由于目标计算机积极拒绝,无法连接。)") (Background on this error at: https://sqlalche.me/e/20/e3q8) Traceback (most recent call last): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\pymysql\connections.py", line 644, in connect sock = socket.create_connection( File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 857, in create_connection raise err File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 845, in create_connection sock.connect(sa) ConnectionRefusedError: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 During handling of the above exception, another exception occurred: Traceback (most recent call last): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 145, in __init__ self._dbapi_connection = engine.raw_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 3292, in raw_connection return self.pool.connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 452, in connect return _ConnectionFairy._checkout(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 1269, in _checkout fairy = _ConnectionRecord.checkout(pool) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 716, in checkout rec = pool._do_get() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\impl.py", line 169, in _do_get with util.safe_reraise(): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\util\langhelpers.py", line 146, in __exit__ raise exc_value.with_traceback(exc_tb) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\impl.py", line 167, in _do_get return self._create_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 393, in _create_connection return _ConnectionRecord(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 678, in __init__ self.__connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 902, in __connect with util.safe_reraise(): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\util\langhelpers.py", line 146, in __exit__ raise exc_value.with_traceback(exc_tb) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 898, in __connect self.dbapi_connection = connection = pool._invoke_creator(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\create.py", line 637, in connect return dialect.connect(*cargs, **cparams) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\default.py", line 616, in connect return self.loaded_dbapi.connect(*cargs, **cparams) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\pymysql\connections.py", line 358, in __init__ self.connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\pymysql\connections.py", line 711, in connect raise exc pymysql.err.OperationalError: (2003, "Can't connect to MySQL server on 'localhost' ([WinError 10061] 由于目标计算机积极拒绝,无法连接。)") The above exception was the direct cause of the following exception: Traceback (most recent call last): File "C:\Users\16337\PycharmProjects\ai_edge\edge_inference_service\main.py", line 64, in _init_database self._db_manager = init_database() File "C:\Users\16337\PycharmProjects\ai_edge\edge_inference_service\config\database.py", line 258, in init_database db_manager.create_tables() File "C:\Users\16337\PycharmProjects\ai_edge\edge_inference_service\config\database.py", line 235, in create_tables Base.metadata.create_all(self._engine) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\sql\schema.py", line 5828, in create_all bind._run_ddl_visitor( File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 3242, in _run_ddl_visitor with self.begin() as conn: File "C:\Users\16337\miniconda3\envs\yolo\lib\contextlib.py", line 135, in __enter__ return next(self.gen) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 3232, in begin with self.connect() as conn: File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 3268, in connect return self._connection_cls(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 147, in __init__ Connection._handle_dbapi_exception_noconnection( File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 2430, in _handle_dbapi_exception_noconnection raise sqlalchemy_exception.with_traceback(exc_info[2]) from e File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 145, in __init__ self._dbapi_connection = engine.raw_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\base.py", line 3292, in raw_connection return self.pool.connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 452, in connect return _ConnectionFairy._checkout(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 1269, in _checkout fairy = _ConnectionRecord.checkout(pool) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 716, in checkout rec = pool._do_get() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\impl.py", line 169, in _do_get with util.safe_reraise(): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\util\langhelpers.py", line 146, in __exit__ raise exc_value.with_traceback(exc_tb) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\impl.py", line 167, in _do_get return self._create_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 393, in _create_connection return _ConnectionRecord(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 678, in __init__ self.__connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 902, in __connect with util.safe_reraise(): File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\util\langhelpers.py", line 146, in __exit__ raise exc_value.with_traceback(exc_tb) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\pool\base.py", line 898, in __connect self.dbapi_connection = connection = pool._invoke_creator(self) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\create.py", line 637, in connect return dialect.connect(*cargs, **cparams) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\sqlalchemy\engine\default.py", line 616, in connect return self.loaded_dbapi.connect(*cargs, **cparams) File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\pymysql\connections.py", line 358, in __init__ self.connect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\pymysql\connections.py", line 711, in connect raise exc sqlalchemy.exc.OperationalError: (pymysql.err.OperationalError) (2003, "Can't connect to MySQL server on 'localhost' ([WinError 10061] 由于目标计算机积极拒绝,无法连接。)") (Background on this error at: https://sqlalche.me/e/20/e3q8) 2026-01-29 18:07:27 | INFO | main | Edge_Inference_Service 初始化开始 2026-01-29 18:07:27 | INFO | main | ================================================== 2026-01-29 18:07:27 | INFO | main | Edge_Inference_Service 启动 2026-01-29 18:07:27 | INFO | main | ================================================== 2026-01-29 18:07:31 | WARNING | main | 数据库不可见,服务将在无数据库模式下运行 2026-01-29 18:07:35 | INFO | main | 配置管理器初始化成功 2026-01-29 18:07:35 | INFO | main | 流管理器初始化成功 2026-01-29 18:07:35 | INFO | main | 图像预处理器初始化完成: 输入尺寸 480x480, Batch大小 1-8, FP16模式 True 2026-01-29 18:07:35 | INFO | main | 预处理器初始化成功 2026-01-29 18:07:35 | WARNING | main | 引擎文件不存在: ./models/yolov8s.engine 2026-01-29 18:07:35 | INFO | main | 后处理器初始化完成: NMS阈值=0.45, 置信度阈值=0.5 2026-01-29 18:07:35 | INFO | main | 后处理器初始化成功 2026-01-29 18:07:35 | INFO | main | 结果上报器初始化成功 2026-01-29 18:07:35 | INFO | main | 所有组件初始化完成 2026-01-29 18:07:35 | INFO | main | 已启动 0 个视频流 2026-01-29 18:07:35 | INFO | main | Edge_Inference_Service 已启动 2026-01-29 18:07:39 | ERROR | main | MQTT连接失败: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 Traceback (most recent call last): File "C:\Users\16337\PycharmProjects\ai_edge\edge_inference_service\core\result_reporter.py", line 220, in connect self._client.connect( File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 914, in connect return self.reconnect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 1044, in reconnect sock = self._create_socket_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 3685, in _create_socket_connection return socket.create_connection(addr, timeout=self._connect_timeout, source_address=source) File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 857, in create_connection raise err File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 845, in create_connection sock.connect(sa) ConnectionRefusedError: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 2026-01-29 18:07:39 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:08:09 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:08:39 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:09:09 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:09:39 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:10:09 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:10:39 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:11:09 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-29 18:11:31 | INFO | main | 收到信号 2, 正在停止服务... 2026-01-29 18:11:31 | INFO | main | 已停止所有视频流 2026-01-29 18:11:31 | INFO | main | 已停止所有视频流 2026-01-29 18:11:31 | INFO | main | 所有引擎已释放 2026-01-29 18:11:31 | INFO | main | MQTT连接已断开 2026-01-29 18:11:31 | INFO | main | MQTT客户端已关闭 2026-01-29 18:11:31 | INFO | main | Edge_Inference_Service 已停止 2026-01-29 18:11:31 | INFO | main | 运行统计: {'start_time': datetime.datetime(2026, 1, 29, 18, 7, 35, 334780), 'total_frames_processed': 0, 'total_alerts_generated': 0, 'uptime_seconds': 236.659473} 2026-01-30 09:17:29 | INFO | main | Edge_Inference_Service 初始化开始 2026-01-30 09:17:29 | INFO | main | ================================================== 2026-01-30 09:17:29 | INFO | main | Edge_Inference_Service 启动 2026-01-30 09:17:29 | INFO | main | ================================================== 2026-01-30 09:17:33 | WARNING | main | 数据库不可见,服务将在无数据库模式下运行 2026-01-30 09:17:37 | INFO | main | 配置管理器初始化成功 2026-01-30 09:17:37 | INFO | main | 流管理器初始化成功 2026-01-30 09:17:37 | INFO | main | 图像预处理器初始化完成: 输入尺寸 480x480, Batch大小 1-8, FP16模式 True 2026-01-30 09:17:37 | INFO | main | 预处理器初始化成功 2026-01-30 09:17:37 | INFO | main | TensorRT引擎初始化配置: 模型=./models/yolo11n.engine, 输入尺寸=480x480, Batch=1, FP16=True 2026-01-30 09:17:37 | ERROR | main | TensorRT引擎加载失败: negative dimensions are not allowed Traceback (most recent call last): File "c:\Users\16337\PycharmProjects\ai_edge\core\tensorrt_engine.py", line 102, in load_engine self._allocate_memory_pool() File "c:\Users\16337\PycharmProjects\ai_edge\core\tensorrt_engine.py", line 152, in _allocate_memory_pool self._memory_pool["input"] = np.zeros(shape, dtype=dtype) ValueError: negative dimensions are not allowed 2026-01-30 09:17:37 | INFO | main | 推理引擎加载成功: ./models/yolo11n.engine 2026-01-30 09:17:37 | INFO | main | 后处理器初始化完成: NMS阈值=0.45, 置信度阈值=0.5 2026-01-30 09:17:37 | INFO | main | 后处理器初始化成功 2026-01-30 09:17:37 | INFO | main | 结果上报器初始化成功 2026-01-30 09:17:37 | INFO | main | 所有组件初始化完成 2026-01-30 09:17:37 | INFO | main | 已启动 0 个视频流 2026-01-30 09:17:37 | INFO | main | Edge_Inference_Service 已启动 2026-01-30 09:17:41 | ERROR | main | MQTT连接失败: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 Traceback (most recent call last): File "c:\Users\16337\PycharmProjects\ai_edge\core\result_reporter.py", line 220, in connect self._client.connect( File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 914, in connect return self.reconnect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 1044, in reconnect sock = self._create_socket_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 3685, in _create_socket_connection return socket.create_connection(addr, timeout=self._connect_timeout, source_address=source) File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 857, in create_connection raise err File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 845, in create_connection sock.connect(sa) ConnectionRefusedError: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 2026-01-30 09:17:41 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:18:11 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:18:41 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:19:11 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:19:41 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:20:11 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:20:41 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:21:11 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:21:13 | INFO | main | 收到信号 2, 正在停止服务... 2026-01-30 09:21:13 | INFO | main | 已停止所有视频流 2026-01-30 09:21:13 | INFO | main | 已停止所有视频流 2026-01-30 09:21:13 | INFO | main | 所有引擎已释放 2026-01-30 09:21:13 | INFO | main | MQTT连接已断开 2026-01-30 09:21:13 | INFO | main | MQTT客户端已关闭 2026-01-30 09:21:13 | INFO | main | Edge_Inference_Service 已停止 2026-01-30 09:21:13 | INFO | main | 运行统计: {'start_time': datetime.datetime(2026, 1, 30, 9, 17, 37, 843486), 'total_frames_processed': 0, 'total_alerts_generated': 0, 'uptime_seconds': 215.781095} 2026-01-30 09:21:16 | INFO | main | Edge_Inference_Service 初始化开始 2026-01-30 09:21:16 | INFO | main | ================================================== 2026-01-30 09:21:16 | INFO | main | Edge_Inference_Service 启动 2026-01-30 09:21:16 | INFO | main | ================================================== 2026-01-30 09:21:20 | WARNING | main | 数据库不可见,服务将在无数据库模式下运行 2026-01-30 09:21:24 | INFO | main | 配置管理器初始化成功 2026-01-30 09:21:24 | INFO | main | 流管理器初始化成功 2026-01-30 09:21:24 | INFO | main | 图像预处理器初始化完成: 输入尺寸 480x480, Batch大小 1-8, FP16模式 True 2026-01-30 09:21:24 | INFO | main | 预处理器初始化成功 2026-01-30 09:21:24 | INFO | main | TensorRT引擎初始化配置: 模型=./models/yolo11n.engine, 输入尺寸=480x480, Batch=1, FP16=True 2026-01-30 09:21:24 | INFO | main | 连接事件: load - TensorRT -> ./models/yolo11n.engine 2026-01-30 09:21:24 | INFO | main | TensorRT引擎加载成功: ./models/yolo11n.engine 2026-01-30 09:21:24 | INFO | main | 引擎已加载: default 2026-01-30 09:21:24 | INFO | main | 推理引擎加载成功: ./models/yolo11n.engine 2026-01-30 09:21:24 | INFO | main | 后处理器初始化完成: NMS阈值=0.45, 置信度阈值=0.5 2026-01-30 09:21:24 | INFO | main | 后处理器初始化成功 2026-01-30 09:21:24 | INFO | main | 结果上报器初始化成功 2026-01-30 09:21:24 | INFO | main | 所有组件初始化完成 2026-01-30 09:21:24 | INFO | main | 已启动 0 个视频流 2026-01-30 09:21:24 | INFO | main | Edge_Inference_Service 已启动 2026-01-30 09:21:28 | ERROR | main | MQTT连接失败: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 Traceback (most recent call last): File "c:\Users\16337\PycharmProjects\ai_edge\core\result_reporter.py", line 220, in connect self._client.connect( File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 914, in connect return self.reconnect() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 1044, in reconnect sock = self._create_socket_connection() File "C:\Users\16337\miniconda3\envs\yolo\lib\site-packages\paho\mqtt\client.py", line 3685, in _create_socket_connection return socket.create_connection(addr, timeout=self._connect_timeout, source_address=source) File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 857, in create_connection raise err File "C:\Users\16337\miniconda3\envs\yolo\lib\socket.py", line 845, in create_connection sock.connect(sa) ConnectionRefusedError: [WinError 10061] 由于目标计算机积极拒绝,无法连接。 2026-01-30 09:21:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:21:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:22:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:22:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:23:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:23:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:24:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:24:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:25:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:25:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:26:28 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:26:58 | WARNING | main | 消息已加入待发送队列: edge/heartbeat/edge_inference_device 2026-01-30 09:27:08 | INFO | main | 收到信号 2, 正在停止服务... 2026-01-30 09:27:08 | INFO | main | 已停止所有视频流 2026-01-30 09:27:08 | INFO | main | 已停止所有视频流