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	Update breed_recommendation.py
Browse files- breed_recommendation.py +458 -77
    	
        breed_recommendation.py
    CHANGED
    
    | @@ -7,11 +7,256 @@ from scoring_calculation_system import UserPreferences, calculate_compatibility_ | |
| 7 | 
             
            from recommendation_html_format import format_recommendation_html, get_breed_recommendations
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| 8 | 
             
            from search_history import create_history_tab, create_history_component
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| 9 |  | 
| 10 | 
            -
            def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
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| 12 | 
             
                with gr.TabItem("Breed Recommendation"):
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                    with gr.Tabs():
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                        with gr.Tab("Find by Criteria"):
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                            gr.HTML("""
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                                <div style='
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                                    text-align: center;
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| @@ -72,6 +317,122 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format | |
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                                </div>
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                            """)
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| 75 | 
             
                            with gr.Row():
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                                with gr.Column():
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                                    living_space = gr.Radio(
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| @@ -103,7 +464,6 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format | |
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                                        value="moderate_activity"
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                                    )
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            -
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                                    grooming_commitment = gr.Radio(
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                                        choices=["low", "medium", "high"],
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                                        label="Grooming commitment level",
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| @@ -135,7 +495,7 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format | |
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                                        choices=["toddler", "school_age", "teenager"],
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                                        label="Children's Age Group",
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                                        info="Helps match with age-appropriate breeds",
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            -
                                        visible=False | 
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                                    )
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                                    noise_tolerance = gr.Radio(
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| @@ -144,7 +504,8 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format | |
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                                        info="Some breeds are more vocal than others",
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                                        value="medium"
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                                    )
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            -
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                            def update_children_age_visibility(has_children):
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                                return gr.update(visible=has_children)
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| 150 |  | 
| @@ -154,88 +515,108 @@ def create_recommendation_tab(UserPreferences, get_breed_recommendations, format | |
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                                outputs=children_age
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                            )
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                            recommendation_output = gr.HTML(
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                                label="Breed Recommendations",
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                                visible=True, | 
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                                elem_id="recommendation-output" | 
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                            )
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                                exercise_time=args[2],
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                                exercise_type=args[3],      
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                                grooming_commitment=args[4],
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                                experience_level=args[5],
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                                time_availability=args[6],   
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                                has_children=args[7],
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                                children_age=args[8] if args[7] else None,
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                                noise_tolerance=args[9],
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                                space_for_play=True if args[0] != "apartment" else False,
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                                other_pets=False,
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                                climate="moderate",
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                                health_sensitivity="medium",
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                                barking_acceptance=args[9]
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                            )
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                                    'experience_level': args[5],
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                                    'time_availability': args[6],
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                                    'has_children': args[7],
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                                    'children_age': args[8] if args[7] else None,
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                                    'noise_tolerance': args[9],
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                                    'search_type': 'Criteria'  
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                                },
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                                results=history_results
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                            )
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                return {
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                    'living_space': living_space,
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                    'exercise_time': exercise_time,
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|  | |
| 7 | 
             
            from recommendation_html_format import format_recommendation_html, get_breed_recommendations
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            from search_history import create_history_tab, create_history_component
         | 
| 9 |  | 
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            +
            # def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
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            +
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            +
            #     with gr.TabItem("Breed Recommendation"):
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            #         with gr.Tabs():
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            #             with gr.Tab("Find by Criteria"):
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            #                 gr.HTML("""
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            #                     <div style='
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            #                         text-align: center;
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            #                         position: relative;
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            #                         padding: 20px 0;
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            #                         margin: 15px 0;
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            +
            #                         background: linear-gradient(to right, rgba(66, 153, 225, 0.1), rgba(72, 187, 120, 0.1));
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            #                         border-radius: 10px;
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            #                     '>
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| 24 | 
            +
            #                         <!-- BETA 標籤 -->
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| 25 | 
            +
            #                         <div style='
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            #                             position: absolute;
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| 27 | 
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            #                             top: 10px;
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| 28 | 
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            #                             right: 20px;
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| 29 | 
            +
            #                             background: linear-gradient(90deg, #4299e1, #48bb78);
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| 30 | 
            +
            #                             color: white;
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| 31 | 
            +
            #                             padding: 4px 12px;
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| 32 | 
            +
            #                             border-radius: 15px;
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| 33 | 
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            #                             font-size: 0.85em;
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| 34 | 
            +
            #                             font-weight: 600;
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| 35 | 
            +
            #                             letter-spacing: 1px;
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| 36 | 
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            #                             box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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| 37 | 
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            #                         '>BETA</div>
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| 38 | 
            +
                                    
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| 39 | 
            +
            #                         <!-- 主標題 -->
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| 40 | 
            +
            #                         <p style='
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            #                             font-size: 1.2em;
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            #                             margin: 0;
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            #                             padding: 0 20px;
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            #                             line-height: 1.5;
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            #                             background: linear-gradient(90deg, #4299e1, #48bb78);
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            #                             -webkit-background-clip: text;
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| 47 | 
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            #                             -webkit-text-fill-color: transparent;
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| 48 | 
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            #                             font-weight: 600;
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| 49 | 
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            #                         '>
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| 50 | 
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            #                             Tell us about your lifestyle, and we'll recommend the perfect dog breeds for you!
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| 51 | 
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            #                         </p>
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| 52 | 
            +
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| 53 | 
            +
            #                         <!-- 提示訊息 -->
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| 54 | 
            +
            #                         <div style='
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            #                             margin-top: 15px;
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| 56 | 
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            #                             padding: 10px 20px;
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| 57 | 
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            #                             background: linear-gradient(to right, rgba(66, 153, 225, 0.15), rgba(72, 187, 120, 0.15));
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| 58 | 
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            #                             border-radius: 8px;
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| 59 | 
            +
            #                             font-size: 0.9em;
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| 60 | 
            +
            #                             color: #2D3748;
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| 61 | 
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            #                             display: flex;
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| 62 | 
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            #                             align-items: center;
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| 63 | 
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            #                             justify-content: center;
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            #                             gap: 8px;
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            #                         '>
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| 66 | 
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            #                             <span style="font-size: 1.2em;">🔬</span>
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| 67 | 
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            #                             <span style="
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            #                                 letter-spacing: 0.3px;
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| 69 | 
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            #                                 line-height: 1.4;
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| 70 | 
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            #                             "><strong>Beta Feature:</strong> Our matching algorithm is continuously improving. Results are for reference only.</span>
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| 71 | 
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            #                         </div>
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| 72 | 
            +
            #                     </div>
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| 73 | 
            +
            #                 """)
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            +
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            #                 with gr.Row():
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            +
            #                     with gr.Column():
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            #                         living_space = gr.Radio(
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            +
            #                             choices=["apartment", "house_small", "house_large"],
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            #                             label="What type of living space do you have?",
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            #                             info="Choose your current living situation",
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            #                             value="apartment"
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            #                         )
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            #                         yard_access = gr.Radio(
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            #                             choices=["no_yard", "shared_yard", "private_yard"],
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            #                             label="Yard Access Type",
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            #                             info="Available outdoor space",
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            #                             value="no_yard"
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            #                         )
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            #                         exercise_time = gr.Slider(
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            #                             minimum=0,
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            +
            #                             maximum=180,
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            +
            #                             value=60,
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            +
            #                             label="Daily exercise time (minutes)",
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            #                             info="Consider walks, play time, and training"
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            #                         )
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            #                         exercise_type = gr.Radio(
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            #                             choices=["light_walks", "moderate_activity", "active_training"],
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            #                             label="Exercise Style",
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            #                             info="What kind of activities do you prefer?",
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            #                             value="moderate_activity"
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            #                         )
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            #                         grooming_commitment = gr.Radio(
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            #                             choices=["low", "medium", "high"],
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            #                             label="Grooming commitment level",
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            #                             info="Low: monthly, Medium: weekly, High: daily",
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            #                             value="medium"
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            #                         )
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            #                     with gr.Column():
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            #                         experience_level = gr.Radio(
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            #                             choices=["beginner", "intermediate", "advanced"],
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            +
            #                             label="Dog ownership experience",
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            #                             info="Be honest - this helps find the right match",
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            #                             value="beginner"
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            #                         )
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            +
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            #                         time_availability = gr.Radio(
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            +
            #                             choices=["limited", "moderate", "flexible"],
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            +
            #                             label="Time Availability",
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            #                             info="Time available for dog care daily",
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            #                             value="moderate"
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            +
            #                         )
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            +
             | 
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            +
            #                         has_children = gr.Checkbox(
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            +
            #                             label="Have children at home",
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            +
            #                             info="Helps recommend child-friendly breeds"
         | 
| 132 | 
            +
            #                         )
         | 
| 133 | 
            +
             | 
| 134 | 
            +
            #                         children_age = gr.Radio(
         | 
| 135 | 
            +
            #                             choices=["toddler", "school_age", "teenager"],
         | 
| 136 | 
            +
            #                             label="Children's Age Group",
         | 
| 137 | 
            +
            #                             info="Helps match with age-appropriate breeds",
         | 
| 138 | 
            +
            #                             visible=False  # 默認隱藏,只在has_children=True時顯示
         | 
| 139 | 
            +
            #                         )
         | 
| 140 | 
            +
             | 
| 141 | 
            +
            #                         noise_tolerance = gr.Radio(
         | 
| 142 | 
            +
            #                             choices=["low", "medium", "high"],
         | 
| 143 | 
            +
            #                             label="Noise tolerance level",
         | 
| 144 | 
            +
            #                             info="Some breeds are more vocal than others",
         | 
| 145 | 
            +
            #                             value="medium"
         | 
| 146 | 
            +
            #                         )
         | 
| 147 | 
            +
                                    
         | 
| 148 | 
            +
            #                 def update_children_age_visibility(has_children):
         | 
| 149 | 
            +
            #                     return gr.update(visible=has_children)
         | 
| 150 | 
            +
             | 
| 151 | 
            +
            #                 has_children.change(
         | 
| 152 | 
            +
            #                     fn=update_children_age_visibility,
         | 
| 153 | 
            +
            #                     inputs=has_children,
         | 
| 154 | 
            +
            #                     outputs=children_age
         | 
| 155 | 
            +
            #                 )
         | 
| 156 | 
            +
             | 
| 157 | 
            +
            #                 get_recommendations_btn = gr.Button("Find My Perfect Match! 🔍", variant="primary")
         | 
| 158 | 
            +
                        
         | 
| 159 | 
            +
            #                 recommendation_output = gr.HTML(
         | 
| 160 | 
            +
            #                     label="Breed Recommendations",
         | 
| 161 | 
            +
            #                     visible=True,  # 確保可見性
         | 
| 162 | 
            +
            #                     elem_id="recommendation-output"  
         | 
| 163 | 
            +
            #                 )
         | 
| 164 | 
            +
             | 
| 165 | 
            +
            #         def on_find_match_click(*args):
         | 
| 166 | 
            +
            #             try:
         | 
| 167 | 
            +
            #                 user_prefs = UserPreferences(
         | 
| 168 | 
            +
            #                     living_space=args[0],
         | 
| 169 | 
            +
            #                     yard_access=args[1],       
         | 
| 170 | 
            +
            #                     exercise_time=args[2],
         | 
| 171 | 
            +
            #                     exercise_type=args[3],      
         | 
| 172 | 
            +
            #                     grooming_commitment=args[4],
         | 
| 173 | 
            +
            #                     experience_level=args[5],
         | 
| 174 | 
            +
            #                     time_availability=args[6],   
         | 
| 175 | 
            +
            #                     has_children=args[7],
         | 
| 176 | 
            +
            #                     children_age=args[8] if args[7] else None,
         | 
| 177 | 
            +
            #                     noise_tolerance=args[9],
         | 
| 178 | 
            +
            #                     space_for_play=True if args[0] != "apartment" else False,
         | 
| 179 | 
            +
            #                     other_pets=False,
         | 
| 180 | 
            +
            #                     climate="moderate",
         | 
| 181 | 
            +
            #                     health_sensitivity="medium",
         | 
| 182 | 
            +
            #                     barking_acceptance=args[9]
         | 
| 183 | 
            +
            #                 )
         | 
| 184 | 
            +
             | 
| 185 | 
            +
            #                 recommendations = get_breed_recommendations(user_prefs, top_n=10)
         | 
| 186 | 
            +
             | 
| 187 | 
            +
            #                 history_results = [{
         | 
| 188 | 
            +
            #                     'breed': rec['breed'],
         | 
| 189 | 
            +
            #                     'rank': rec['rank'],
         | 
| 190 | 
            +
            #                     'overall_score': rec['final_score'],
         | 
| 191 | 
            +
            #                     'base_score': rec['base_score'],
         | 
| 192 | 
            +
            #                     'bonus_score': rec['bonus_score'],
         | 
| 193 | 
            +
            #                     'scores': rec['scores']
         | 
| 194 | 
            +
            #                 } for rec in recommendations]
         | 
| 195 | 
            +
             | 
| 196 | 
            +
            #                 history_component.save_search(
         | 
| 197 | 
            +
            #                     user_preferences={
         | 
| 198 | 
            +
            #                         'living_space': args[0],
         | 
| 199 | 
            +
            #                         'yard_access': args[1],
         | 
| 200 | 
            +
            #                         'exercise_time': args[2],
         | 
| 201 | 
            +
            #                         'exercise_type': args[3],
         | 
| 202 | 
            +
            #                         'grooming_commitment': args[4],
         | 
| 203 | 
            +
            #                         'experience_level': args[5],
         | 
| 204 | 
            +
            #                         'time_availability': args[6],
         | 
| 205 | 
            +
            #                         'has_children': args[7],
         | 
| 206 | 
            +
            #                         'children_age': args[8] if args[7] else None,
         | 
| 207 | 
            +
            #                         'noise_tolerance': args[9],
         | 
| 208 | 
            +
            #                         'search_type': 'Criteria'  
         | 
| 209 | 
            +
            #                     },
         | 
| 210 | 
            +
            #                     results=history_results
         | 
| 211 | 
            +
            #                 )
         | 
| 212 | 
            +
             | 
| 213 | 
            +
            #                 return format_recommendation_html(recommendations, is_description_search=False)
         | 
| 214 | 
            +
             | 
| 215 | 
            +
            #             except Exception as e:
         | 
| 216 | 
            +
            #                 print(f"Error in find match: {str(e)}")
         | 
| 217 | 
            +
            #                 import traceback
         | 
| 218 | 
            +
            #                 print(traceback.format_exc())
         | 
| 219 | 
            +
            #                 return "Error getting recommendations"
         | 
| 220 | 
            +
                    
         | 
| 221 | 
            +
             | 
| 222 | 
            +
            #         get_recommendations_btn.click(
         | 
| 223 | 
            +
            #             fn=on_find_match_click,
         | 
| 224 | 
            +
            #             inputs=[
         | 
| 225 | 
            +
            #                 living_space,
         | 
| 226 | 
            +
            #                 yard_access,        
         | 
| 227 | 
            +
            #                 exercise_time,
         | 
| 228 | 
            +
            #                 exercise_type,      
         | 
| 229 | 
            +
            #                 grooming_commitment,
         | 
| 230 | 
            +
            #                 experience_level,
         | 
| 231 | 
            +
            #                 time_availability, 
         | 
| 232 | 
            +
            #                 has_children,
         | 
| 233 | 
            +
            #                 children_age,
         | 
| 234 | 
            +
            #                 noise_tolerance
         | 
| 235 | 
            +
            #             ],
         | 
| 236 | 
            +
            #             outputs=recommendation_output
         | 
| 237 | 
            +
            #         )
         | 
| 238 |  | 
| 239 | 
            +
            #     return {
         | 
| 240 | 
            +
            #         'living_space': living_space,
         | 
| 241 | 
            +
            #         'exercise_time': exercise_time,
         | 
| 242 | 
            +
            #         'grooming_commitment': grooming_commitment,
         | 
| 243 | 
            +
            #         'experience_level': experience_level,
         | 
| 244 | 
            +
            #         'has_children': has_children,
         | 
| 245 | 
            +
            #         'noise_tolerance': noise_tolerance,
         | 
| 246 | 
            +
            #         'get_recommendations_btn': get_recommendations_btn,
         | 
| 247 | 
            +
            #         'recommendation_output': recommendation_output,
         | 
| 248 | 
            +
            #     }
         | 
| 249 | 
            +
             | 
| 250 | 
            +
             | 
| 251 | 
            +
            def create_recommendation_tab(UserPreferences, get_breed_recommendations, format_recommendation_html, history_component):
         | 
| 252 | 
            +
                """
         | 
| 253 | 
            +
                創建狗品種推薦頁面的主要函數
         | 
| 254 | 
            +
                包含用戶輸入界面、推薦結果顯示和 loading 狀態
         | 
| 255 | 
            +
                """
         | 
| 256 | 
             
                with gr.TabItem("Breed Recommendation"):
         | 
| 257 | 
             
                    with gr.Tabs():
         | 
| 258 | 
             
                        with gr.Tab("Find by Criteria"):
         | 
| 259 | 
            +
                            # 頁面頂部的介紹性內容
         | 
| 260 | 
             
                            gr.HTML("""
         | 
| 261 | 
             
                                <div style='
         | 
| 262 | 
             
                                    text-align: center;
         | 
|  | |
| 317 | 
             
                                </div>
         | 
| 318 | 
             
                            """)
         | 
| 319 |  | 
| 320 | 
            +
                            # 添加 Loading 狀態顯示
         | 
| 321 | 
            +
                            loading_html = gr.HTML("""
         | 
| 322 | 
            +
                                <div id="loading-status" style="
         | 
| 323 | 
            +
                                    text-align: center;
         | 
| 324 | 
            +
                                    margin: 30px 0;
         | 
| 325 | 
            +
                                    opacity: 0;
         | 
| 326 | 
            +
                                    transition: opacity 0.3s ease-in-out;
         | 
| 327 | 
            +
                                ">
         | 
| 328 | 
            +
                                    <div style="
         | 
| 329 | 
            +
                                        display: inline-flex;
         | 
| 330 | 
            +
                                        flex-direction: column;
         | 
| 331 | 
            +
                                        align-items: center;
         | 
| 332 | 
            +
                                        gap: 15px;
         | 
| 333 | 
            +
                                        padding: 25px;
         | 
| 334 | 
            +
                                        background: linear-gradient(to right, rgba(66, 153, 225, 0.1), rgba(72, 187, 120, 0.1));
         | 
| 335 | 
            +
                                        border-radius: 12px;
         | 
| 336 | 
            +
                                        box-shadow: 0 4px 6px rgba(0,0,0,0.1);
         | 
| 337 | 
            +
                                    ">
         | 
| 338 | 
            +
                                        <!-- 可愛的狗狗圖示 -->
         | 
| 339 | 
            +
                                        <div style="font-size: 40px;">🐕</div>
         | 
| 340 | 
            +
                                        
         | 
| 341 | 
            +
                                        <!-- 載入中主要訊息 -->
         | 
| 342 | 
            +
                                        <div style="
         | 
| 343 | 
            +
                                            color: #2D3748;
         | 
| 344 | 
            +
                                            font-size: 1.2em;
         | 
| 345 | 
            +
                                            font-weight: 500;
         | 
| 346 | 
            +
                                            margin-bottom: 5px;
         | 
| 347 | 
            +
                                        ">Sniffing out your perfect match...</div>
         | 
| 348 | 
            +
                                        
         | 
| 349 | 
            +
                                        <!-- 有趣的載入訊息 -->
         | 
| 350 | 
            +
                                        <div id="loading-message" style="
         | 
| 351 | 
            +
                                            color: #4A5568;
         | 
| 352 | 
            +
                                            font-size: 0.95em;
         | 
| 353 | 
            +
                                            font-style: italic;
         | 
| 354 | 
            +
                                        ">Checking all the good boys and girls...</div>
         | 
| 355 | 
            +
                                        
         | 
| 356 | 
            +
                                        <!-- 載入動畫 -->
         | 
| 357 | 
            +
                                        <div style="
         | 
| 358 | 
            +
                                            display: flex;
         | 
| 359 | 
            +
                                            gap: 8px;
         | 
| 360 | 
            +
                                            margin-top: 10px;
         | 
| 361 | 
            +
                                        ">
         | 
| 362 | 
            +
                                            <div class="paw" style="
         | 
| 363 | 
            +
                                                width: 12px;
         | 
| 364 | 
            +
                                                height: 12px;
         | 
| 365 | 
            +
                                                background: #4299e1;
         | 
| 366 | 
            +
                                                border-radius: 50%;
         | 
| 367 | 
            +
                                                animation: pawAnimation 1s infinite;
         | 
| 368 | 
            +
                                                animation-delay: 0s;
         | 
| 369 | 
            +
                                            "></div>
         | 
| 370 | 
            +
                                            <div class="paw" style="
         | 
| 371 | 
            +
                                                width: 12px;
         | 
| 372 | 
            +
                                                height: 12px;
         | 
| 373 | 
            +
                                                background: #4299e1;
         | 
| 374 | 
            +
                                                border-radius: 50%;
         | 
| 375 | 
            +
                                                animation: pawAnimation 1s infinite;
         | 
| 376 | 
            +
                                                animation-delay: 0.2s;
         | 
| 377 | 
            +
                                            "></div>
         | 
| 378 | 
            +
                                            <div class="paw" style="
         | 
| 379 | 
            +
                                                width: 12px;
         | 
| 380 | 
            +
                                                height: 12px;
         | 
| 381 | 
            +
                                                background: #4299e1;
         | 
| 382 | 
            +
                                                border-radius: 50%;
         | 
| 383 | 
            +
                                                animation: pawAnimation 1s infinite;
         | 
| 384 | 
            +
                                                animation-delay: 0.4s;
         | 
| 385 | 
            +
                                            "></div>
         | 
| 386 | 
            +
                                        </div>
         | 
| 387 | 
            +
                                    </div>
         | 
| 388 | 
            +
                                </div>
         | 
| 389 | 
            +
                                
         | 
| 390 | 
            +
                                <style>
         | 
| 391 | 
            +
                                    @keyframes pawAnimation {
         | 
| 392 | 
            +
                                        0% { transform: translateY(0); }
         | 
| 393 | 
            +
                                        50% { transform: translateY(-10px); }
         | 
| 394 | 
            +
                                        100% { transform: translateY(0); }
         | 
| 395 | 
            +
                                    }
         | 
| 396 | 
            +
                                    
         | 
| 397 | 
            +
                                    #loading-status {
         | 
| 398 | 
            +
                                        display: none;
         | 
| 399 | 
            +
                                    }
         | 
| 400 | 
            +
                                    
         | 
| 401 | 
            +
                                    #loading-status.visible {
         | 
| 402 | 
            +
                                        display: block;
         | 
| 403 | 
            +
                                        opacity: 1;
         | 
| 404 | 
            +
                                    }
         | 
| 405 | 
            +
                                </style>
         | 
| 406 | 
            +
                                
         | 
| 407 | 
            +
                                <script>
         | 
| 408 | 
            +
                                    // 有趣的載入訊息列表
         | 
| 409 | 
            +
                                    const messages = [
         | 
| 410 | 
            +
                                        "Checking all the good boys and girls...",
         | 
| 411 | 
            +
                                        "Fetching the perfect matches...",
         | 
| 412 | 
            +
                                        "Calculating belly rub compatibility...",
         | 
| 413 | 
            +
                                        "Analyzing tail wag frequencies...",
         | 
| 414 | 
            +
                                        "Measuring treat enthusiasm levels...",
         | 
| 415 | 
            +
                                        "Evaluating walkies requirements...",
         | 
| 416 | 
            +
                                        "Consulting our canine experts...",
         | 
| 417 | 
            +
                                        "Counting tennis balls...",
         | 
| 418 | 
            +
                                        "Reviewing park visit preferences...",
         | 
| 419 | 
            +
                                        "Assessing cuddle potential..."
         | 
| 420 | 
            +
                                    ];
         | 
| 421 | 
            +
                                    
         | 
| 422 | 
            +
                                    // 定期更新載入訊息
         | 
| 423 | 
            +
                                    function updateLoadingMessage() {
         | 
| 424 | 
            +
                                        const messageElement = document.getElementById('loading-message');
         | 
| 425 | 
            +
                                        if (messageElement) {
         | 
| 426 | 
            +
                                            const randomMessage = messages[Math.floor(Math.random() * messages.length)];
         | 
| 427 | 
            +
                                            messageElement.textContent = randomMessage;
         | 
| 428 | 
            +
                                        }
         | 
| 429 | 
            +
                                    }
         | 
| 430 | 
            +
                                    
         | 
| 431 | 
            +
                                    setInterval(updateLoadingMessage, 2000);
         | 
| 432 | 
            +
                                </script>
         | 
| 433 | 
            +
                            """, visible=False)
         | 
| 434 | 
            +
             | 
| 435 | 
            +
                            # 用戶輸入區域
         | 
| 436 | 
             
                            with gr.Row():
         | 
| 437 | 
             
                                with gr.Column():
         | 
| 438 | 
             
                                    living_space = gr.Radio(
         | 
|  | |
| 464 | 
             
                                        value="moderate_activity"
         | 
| 465 | 
             
                                    )
         | 
| 466 |  | 
|  | |
| 467 | 
             
                                    grooming_commitment = gr.Radio(
         | 
| 468 | 
             
                                        choices=["low", "medium", "high"],
         | 
| 469 | 
             
                                        label="Grooming commitment level",
         | 
|  | |
| 495 | 
             
                                        choices=["toddler", "school_age", "teenager"],
         | 
| 496 | 
             
                                        label="Children's Age Group",
         | 
| 497 | 
             
                                        info="Helps match with age-appropriate breeds",
         | 
| 498 | 
            +
                                        visible=False
         | 
| 499 | 
             
                                    )
         | 
| 500 |  | 
| 501 | 
             
                                    noise_tolerance = gr.Radio(
         | 
|  | |
| 504 | 
             
                                        info="Some breeds are more vocal than others",
         | 
| 505 | 
             
                                        value="medium"
         | 
| 506 | 
             
                                    )
         | 
| 507 | 
            +
             | 
| 508 | 
            +
                            # 控制 children_age 顯示邏輯
         | 
| 509 | 
             
                            def update_children_age_visibility(has_children):
         | 
| 510 | 
             
                                return gr.update(visible=has_children)
         | 
| 511 |  | 
|  | |
| 515 | 
             
                                outputs=children_age
         | 
| 516 | 
             
                            )
         | 
| 517 |  | 
| 518 | 
            +
                            # 推薦按鈕
         | 
| 519 | 
            +
                            get_recommendations_btn = gr.Button(
         | 
| 520 | 
            +
                                "Find My Perfect Match! 🔍",
         | 
| 521 | 
            +
                                variant="primary"
         | 
| 522 | 
            +
                            )
         | 
| 523 | 
            +
             | 
| 524 | 
            +
                            # 推薦結果顯示區域
         | 
| 525 | 
             
                            recommendation_output = gr.HTML(
         | 
| 526 | 
             
                                label="Breed Recommendations",
         | 
| 527 | 
            +
                                visible=True,
         | 
| 528 | 
            +
                                elem_id="recommendation-output"
         | 
| 529 | 
             
                            )
         | 
| 530 |  | 
| 531 | 
            +
                            # 處理推薦請求的函數
         | 
| 532 | 
            +
                            def on_find_match_click(*args):
         | 
| 533 | 
            +
                                try:
         | 
| 534 | 
            +
                                    # 顯示 loading 狀態
         | 
| 535 | 
            +
                                    yield loading_html.update(visible=True)
         | 
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
| 536 |  | 
| 537 | 
            +
                                    # 創建用戶偏好對象
         | 
| 538 | 
            +
                                    user_prefs = UserPreferences(
         | 
| 539 | 
            +
                                        living_space=args[0],
         | 
| 540 | 
            +
                                        yard_access=args[1],
         | 
| 541 | 
            +
                                        exercise_time=args[2],
         | 
| 542 | 
            +
                                        exercise_type=args[3],
         | 
| 543 | 
            +
                                        grooming_commitment=args[4],
         | 
| 544 | 
            +
                                        experience_level=args[5],
         | 
| 545 | 
            +
                                        time_availability=args[6],
         | 
| 546 | 
            +
                                        has_children=args[7],
         | 
| 547 | 
            +
                                        children_age=args[8] if args[7] else None,
         | 
| 548 | 
            +
                                        noise_tolerance=args[9],
         | 
| 549 | 
            +
                                        space_for_play=True if args[0] != "apartment" else False,
         | 
| 550 | 
            +
                                        other_pets=False,
         | 
| 551 | 
            +
                                        climate="moderate",
         | 
| 552 | 
            +
                                        health_sensitivity="medium",
         | 
| 553 | 
            +
                                        barking_acceptance=args[9]
         | 
| 554 | 
            +
                                    )
         | 
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
| 555 |  | 
| 556 | 
            +
                                    # 獲取推薦結果
         | 
| 557 | 
            +
                                    recommendations = get_breed_recommendations(user_prefs, top_n=10)
         | 
| 558 |  | 
| 559 | 
            +
                                    # 儲存搜尋歷史
         | 
| 560 | 
            +
                                    history_results = [{
         | 
| 561 | 
            +
                                        'breed': rec['breed'],
         | 
| 562 | 
            +
                                        'rank': rec['rank'],
         | 
| 563 | 
            +
                                        'overall_score': rec['final_score'],
         | 
| 564 | 
            +
                                        'base_score': rec['base_score'],
         | 
| 565 | 
            +
                                        'bonus_score': rec['bonus_score'],
         | 
| 566 | 
            +
                                        'scores': rec['scores']
         | 
| 567 | 
            +
                                    } for rec in recommendations]
         | 
| 568 | 
            +
             | 
| 569 | 
            +
                                    history_component.save_search(
         | 
| 570 | 
            +
                                        user_preferences={
         | 
| 571 | 
            +
                                            'living_space': args[0],
         | 
| 572 | 
            +
                                            'yard_access': args[1],
         | 
| 573 | 
            +
                                            'exercise_time': args[2],
         | 
| 574 | 
            +
                                            'exercise_type': args[3],
         | 
| 575 | 
            +
                                            'grooming_commitment': args[4],
         | 
| 576 | 
            +
                                            'experience_level': args[5],
         | 
| 577 | 
            +
                                            'time_availability': args[6],
         | 
| 578 | 
            +
                                            'has_children': args[7],
         | 
| 579 | 
            +
                                            'children_age': args[8] if args[7] else None,
         | 
| 580 | 
            +
                                            'noise_tolerance': args[9],
         | 
| 581 | 
            +
                                            'search_type': 'Criteria'
         | 
| 582 | 
            +
                                        },
         | 
| 583 | 
            +
                                        results=history_results
         | 
| 584 | 
            +
                                    )
         | 
| 585 |  | 
| 586 | 
            +
                                    # 隱藏 loading 狀態並返回結果
         | 
| 587 | 
            +
                                    return [
         | 
| 588 | 
            +
                                        loading_html.update(visible=False),
         | 
| 589 | 
            +
                                        format_recommendation_html(recommendations, is_description_search=False)
         | 
| 590 | 
            +
                                    ]
         | 
| 591 | 
            +
             | 
| 592 | 
            +
                                except Exception as e:
         | 
| 593 | 
            +
                                    print(f"Error in find match: {str(e)}")
         | 
| 594 | 
            +
                                    import traceback
         | 
| 595 | 
            +
                                    print(traceback.format_exc())
         | 
| 596 | 
            +
                                    return [
         | 
| 597 | 
            +
                                        loading_html.update(visible=False),
         | 
| 598 | 
            +
                                        "Oops! Something went wrong while finding your perfect match. Please try again!"
         | 
| 599 | 
            +
                                    ]
         | 
| 600 | 
            +
             | 
| 601 | 
            +
                            # 設置按鈕點擊事件
         | 
| 602 | 
            +
                            get_recommendations_btn.click(
         | 
| 603 | 
            +
                                fn=on_find_match_click,
         | 
| 604 | 
            +
                                inputs=[
         | 
| 605 | 
            +
                                    living_space,
         | 
| 606 | 
            +
                                    yard_access,
         | 
| 607 | 
            +
                                    exercise_time,
         | 
| 608 | 
            +
                                    exercise_type,
         | 
| 609 | 
            +
                                    grooming_commitment,
         | 
| 610 | 
            +
                                    experience_level,
         | 
| 611 | 
            +
                                    time_availability,
         | 
| 612 | 
            +
                                    has_children,
         | 
| 613 | 
            +
                                    children_age,
         | 
| 614 | 
            +
                                    noise_tolerance
         | 
| 615 | 
            +
                                ],
         | 
| 616 | 
            +
                                outputs=[loading_html, recommendation_output]
         | 
| 617 | 
            +
                            )
         | 
| 618 |  | 
| 619 | 
            +
                # 返回頁面組件
         | 
| 620 | 
             
                return {
         | 
| 621 | 
             
                    'living_space': living_space,
         | 
| 622 | 
             
                    'exercise_time': exercise_time,
         | 
