update

Decoder.py

@@ -236,7 +236,7 @@ class Decoder_main(threading.Thread):
         if self.zmqServer.open_Impedance:  # 阻抗检测状态不解码
             return
         data = self.zmqServer.paradigmBuffer.getDataViaSSVEP(50)
-        # algo_log(f"SSVEP取出的：{data.shape}, data = {data[:20]}", level="DEBUG")
+        # algo_log(f"SSVEP取出的：{data.shape}, data = {data[:, :10]}", level="DEBUG")
         data = data[:self.n_chan, :]
         if self.decodingSteps == 1 and hasattr(self,'dw'):  # 开始预热
             self.dw.onlineInit()  # 刺激闪烁的第1s重置 --在线数据采集时
@@ -287,6 +287,7 @@ class Decoder_main(threading.Thread):
                 if trainTrial.shape[1] == (self.train_epoch[1] - self.train_epoch[0]) and isinstance(
                         self.trainLabel, list) \
                         and self.trainLabel.count(self.currentLabel) < self.single_train:
+                    algo_log(f"SSMVEP训练集：{np.shape(self.trainData)}", level="DEBUG")
                     self.trainData.append(trainTrial)
                     self.trainLabel.append(self.currentLabel)
             else:

README.md

@@ -35,3 +35,7 @@ python upperHost_stimmock/MI_headless.py
 # TODO
 1. mvep是否要把list freq 开放到config
 2. 滤波器参数 放到config文件
+
+# debug log
+## MI
+Epoch采集完成|收到命令: {'method': 'train'|取出的

Zmq/zmqServer.py

@@ -152,9 +152,7 @@ class zmqServer(threading.Thread):
                 msg = {'method': method, 'params': params}
                 msg_bytes = json.dumps(msg).encode('utf-8')
 
-                if msg['method'] == 'beta_psd':
+                if msg['method'] != 'beta_psd':
-                    algo_log(f"发送命令结果: {msg}", level="DEBUG", record_once=True)
-                else:
                     algo_log(f"发送命令结果: {msg}", level="DEBUG")
                 
                 # 广播到所有命令客户端
@@ -276,6 +274,22 @@ class zmqServer(threading.Thread):
             elif params == 2: #停止解码
                 self.IsExitApp = True
                 self.running = False
+            
+            resp = {
+                "method": "predict_response",
+                "params": {
+                    "code": 200,
+                    "message": "ok"
+                }
+            }
+            try:
+                resp_bytes = json.dumps(resp, ensure_ascii=False).encode("utf-8")
+                self.cmd_socket.send_multipart([ident, b"", resp_bytes])
+                algo_log(f"predict 命令已即时回复客户端 {ident}", level="DEBUG")
+            except Exception as e:
+                algo_log(f"predict 命令回复失败: {e}", level="ERROR")
+            return
+            
         elif method == "rest":
             self.state_mode = 'rest'
         elif method == "impedance":
@@ -359,24 +373,24 @@ class zmqServer(threading.Thread):
     def detect_event(self, samples):
         self.pack_contain_event = False
         # 第65通道为事件通道
-        event = int(samples[-2][0])
+        events = np.array(samples[-2], dtype=np.int32).tolist()
-        # for idx, event in enumerate(events):
+        for idx, event in enumerate(events):
-        if event in self.events:
+            if event in self.events:
-            new_key = "".join(
+                new_key = "".join(
-                [
+                    [
-                    str(event),
+                        str(event),
-                    datetime.datetime.now().strftime("%Y-%m-%d \
+                        datetime.datetime.now().strftime("%Y-%m-%d \
-                                            -%H-%M-%S"),
+                                                -%H-%M-%S"),
-                ]
+                    ]
-            )
+                )
-            self.currentLabel = event
+                self.currentLabel = event
-            if event == self.predict_event:
+                if event == self.predict_event:
-                self.count_events[new_key] = self.latency + 1
+                    self.count_events[new_key] = self.latency + 1
-            else:
+                else:
-                self.count_events[new_key] = self.train_latency + 1
+                    self.count_events[new_key] = self.train_latency + 1
-            self.event_inner_idx = self.device_info['frame_points'] - 1
+                self.event_inner_idx = idx
-            # algo_log(f"事件检测到: {event}，索引: {idx}", level="DEBUG")
+                algo_log(f"事件检测到: {events}，索引: {idx}", level="DEBUG")
-            self.pack_contain_event = True   
+                self.pack_contain_event = True   
                 
         # 倒计时并清理过期事件
         drop_items = []

config.ini

@@ -22,7 +22,7 @@ algo_log_path = d:/Program Files/64chn_Decoder/logs
 algo_log_level = DEBUG
 console_output = 1
 save_train_data = 0
-zmqServer_host = 127.0.0.1
+zmqServer_host = 10.200.27.140
 
 ; 64 导设备配置
 [device_type_1]