model selector

core/orchestrator.py

@@ -1820,14 +1820,19 @@ class TradingOrchestrator:
     def start_enhanced_training(self):
         """Start the enhanced real-time training system"""
         try:
-            if not self.training_enabled or not getattr(self, 'training_manager', None):
+            if not self.training_enabled or not self.enhanced_training_system:
                 logger.warning("Enhanced training system not available")
                 return False
-            
-            self.training_manager.start()
-            logger.info("Enhanced real-time training started")
-            return True
-            
+
+            # Check if the enhanced training system has a start_training method
+            if hasattr(self.enhanced_training_system, 'start_training'):
+                self.enhanced_training_system.start_training()
+                logger.info("Enhanced real-time training started")
+                return True
+            else:
+                logger.warning("Enhanced training system does not have start_training method")
+                return False
+
         except Exception as e:
             logger.error(f"Error starting enhanced training: {e}")
             return False
@@ -1835,12 +1840,12 @@ class TradingOrchestrator:
     def stop_enhanced_training(self):
         """Stop the enhanced real-time training system"""
         try:
-            if getattr(self, 'training_manager', None):
-                self.training_manager.stop()
+            if self.enhanced_training_system and hasattr(self.enhanced_training_system, 'stop_training'):
+                self.enhanced_training_system.stop_training()
                 logger.info("Enhanced real-time training stopped")
                 return True
             return False
-            
+
         except Exception as e:
             logger.error(f"Error stopping enhanced training: {e}")
             return False