Update learning_hub/adaptive_hub.py

learning_hub/adaptive_hub.py

@@ -1,6 +1,6 @@
 # ==============================================================================
 # 🧠 learning_hub/adaptive_hub.py 
-# (V54.0 - GEM-Architect: Time Lord Support)
+# (V54.1 - GEM-Architect: Fix Missing Method)
 # ==============================================================================
 
 import json
@@ -35,7 +35,7 @@ class AdaptiveHub:
         self.dna_file_key = "learning/strategic_dna_v5_struct.json" 
         self.current_market_regime = "RANGE"
         self.strategies: Dict[str, StrategyDNA] = {}
-        print("🧠 [AdaptiveHub V54.0] Time Lord Core Initialized.")
+        print("🧠 [AdaptiveHub V54.1] Core Initialized (Method Restored).")
 
     async def initialize(self):
         try:
@@ -65,6 +65,34 @@ class AdaptiveHub:
             self.strategies[key] = StrategyDNA(val["name"], val["model_weights"], val["ob_settings"], val["filters"], val.get("guard_settings", {}))
         self.current_market_regime = data.get("current_regime", "RANGE")
 
+    # ✅ الدالة المفقودة تمت استعادتها هنا
+    async def register_trade_outcome(self, trade_data: Dict[str, Any]):
+        try:
+            # نتأكد من وجود البيانات، أحياناً قد تأتي كائن Trade وأحياناً Dict
+            # إذا كانت كائن، نحولها لـ dict أو نصل للخاصية مباشرة
+            pnl = 0.0
+            if isinstance(trade_data, dict):
+                pnl = trade_data.get('profit_pct', 0.0)
+                # دعم للتسميات المختلفة
+                if 'pnl_percent' in trade_data: pnl = trade_data['pnl_percent']
+            else:
+                # في حال كان كائناً (Object)
+                pnl = getattr(trade_data, 'profit_pct', 0.0)
+
+            is_win = pnl > 0
+            
+            if self.current_market_regime in self.strategies:
+                active_dna = self.strategies[self.current_market_regime]
+                if is_win: active_dna.stats["wins"] += 1
+                else: active_dna.stats["losses"] += 1
+                
+                # طباعة خفيفة للتأكد
+                # print(f"🧠 [AdaptiveHub] Learned: {self.current_market_regime} | Win? {is_win}")
+
+        except Exception as e:
+            print(f"❌ [AdaptiveHub] Trade Analysis Error: {e}")
+            traceback.print_exc()
+
     def _inject_current_parameters(self):
         if self.current_market_regime not in self.strategies: return
         active_dna = self.strategies[self.current_market_regime]