integratoin fixes - COB and CNN

web/clean_dashboard.py

@@ -62,6 +62,7 @@ logging.getLogger('dash.dash').setLevel(logging.WARNING)
 
 # Import core components
 from core.config import get_config
+from core.data_provider import DataProvider
 from core.standardized_data_provider import StandardizedDataProvider
 from core.orchestrator import TradingOrchestrator
 from core.trading_executor import TradingExecutor
@@ -114,7 +115,7 @@ except ImportError:
 class CleanTradingDashboard:
     """Clean, modular trading dashboard implementation"""
     
-    def __init__(self, data_provider: Optional[DataProvider] = None, orchestrator: Optional[Any] = None, trading_executor: Optional[TradingExecutor] = None):
+    def __init__(self, data_provider=None, orchestrator: Optional[Any] = None, trading_executor: Optional[TradingExecutor] = None):
         self.config = get_config()
         
         # Initialize update batch counter to reduce flickering
@@ -5532,6 +5533,16 @@ class CleanTradingDashboard:
             logger.error(f"Error initializing enhanced training system: {e}")
             self.training_system = None
 
+    def _initialize_standardized_cnn(self):
+        """Initialize StandardizedCNN model for the dashboard"""
+        try:
+            from NN.models.standardized_cnn import StandardizedCNN
+            self.standardized_cnn = StandardizedCNN(model_name="dashboard_standardized_cnn")
+            logger.info("StandardizedCNN model initialized for dashboard")
+        except Exception as e:
+            logger.warning(f"StandardizedCNN initialization failed: {e}")
+            self.standardized_cnn = None
+
     def _initialize_enhanced_position_sync(self):
         """Initialize enhanced position synchronization system"""
         try: