combined edits

train_hybrid.py

@@ -39,7 +39,7 @@ import train_config
 # Import key components
 from NN.models.cnn_model_pytorch import CNNModelPyTorch
 from NN.models.dqn_agent import DQNAgent
-from realtime import MultiTimeframeDataInterface, RealTimeChart
+from dataprovider_realtime import MultiTimeframeDataInterface, RealTimeChart
 from NN.utils.signal_interpreter import SignalInterpreter
 
 # Global variables for graceful shutdown
@@ -241,7 +241,7 @@ class HybridModel:
     def _initialize_chart(self):
         """Initialize the RealTimeChart for visualization"""
         try:
-            from realtime import RealTimeChart
+            from dataprovider_realtime import RealTimeChart
             
             symbol = self.config['market_data']['symbol']
             self.logger.info(f"Initializing RealTimeChart for {symbol}")