Update scoring_calculation_system.py

scoring_calculation_system.py

@@ -294,8 +294,56 @@ def calculate_compatibility_score(breed_info: dict, user_prefs: UserPreferences)
                 
             return base_score
 
+        # def calculate_experience_score(care_level: str, user_experience: str, temperament: str) -> float:
+        #     """飼養經驗需求計算"""
+        #     # 降低初學者的基礎分數
+        #     base_scores = {
+        #         "High": {"beginner": 0.15, "intermediate": 0.70, "advanced": 1.0},     
+        #         "Moderate": {"beginner": 0.40, "intermediate": 0.85, "advanced": 1.0}, 
+        #         "Low": {"beginner": 0.75, "intermediate": 0.95, "advanced": 1.0}       
+        #     }
+            
+        #     score = base_scores.get(care_level, base_scores["Moderate"])[user_experience]
+            
+        #     # 擴展性格特徵評估
+        #     temperament_lower = temperament.lower()
+            
+        #     if user_experience == "beginner":
+        #         # 增加更多特徵評估
+        #         difficult_traits = {
+        #             'stubborn': -0.12,     
+        #             'independent': -0.10,
+        #             'dominant': -0.10,
+        #             'strong-willed': -0.08,
+        #             'protective': -0.06,     
+        #             'energetic': -0.05      
+        #         }
+                
+        #         easy_traits = {
+        #             'gentle': 0.06,         
+        #             'friendly': 0.06,
+        #             'eager to please': 0.06,
+        #             'patient': 0.05,
+        #             'adaptable': 0.05,      
+        #             'calm': 0.04           
+        #         }
+                
+        #         # 更精確的特徵影響計算
+        #         temperament_adjustments = sum(value for trait, value in easy_traits.items() if trait in temperament_lower)
+        #         temperament_adjustments += sum(value for trait, value in difficult_traits.items() if trait in temperament_lower)
+                
+        #         # 品種特定調整
+        #         if "terrier" in breed_info['Description'].lower():
+        #             temperament_adjustments -= 0.1  # 梗類犬對新手不友善
+            
+        #     final_score = max(0.2, min(1.0, score + temperament_adjustments))
+        #     return final_score
+
         def calculate_experience_score(care_level: str, user_experience: str, temperament: str) -> float:
             """飼養經驗需求計算"""
+            # 初始化 temperament_adjustments，確保所有路徑都有值
+            temperament_adjustments = 0.0
+            
             # 降低初學者的基礎分數
             base_scores = {
                 "High": {"beginner": 0.15, "intermediate": 0.70, "advanced": 1.0},     
@@ -336,6 +384,20 @@ def calculate_compatibility_score(breed_info: dict, user_prefs: UserPreferences)
                 if "terrier" in breed_info['Description'].lower():
                     temperament_adjustments -= 0.1  # 梗類犬對新手不友善
             
+            elif user_experience == "intermediate":
+                # 中級飼主的調整較溫和
+                if any(trait in temperament_lower for trait in ['gentle', 'friendly', 'patient']):
+                    temperament_adjustments += 0.03
+                if any(trait in temperament_lower for trait in ['stubborn', 'independent']):
+                    temperament_adjustments -= 0.02
+            
+            else:  # advanced
+                # 資深飼主能處理更具挑戰性的犬種
+                if any(trait in temperament_lower for trait in ['stubborn', 'independent', 'dominant']):
+                    temperament_adjustments += 0.02  # 反而可能是優點
+                if any(trait in temperament_lower for trait in ['protective', 'energetic']):
+                    temperament_adjustments += 0.03
+            
             final_score = max(0.2, min(1.0, score + temperament_adjustments))
             return final_score