Delete recommendation_html_format.py

recommendation_html_format.py

@@ -1,496 +0,0 @@
-import sqlite3
-import traceback
-from typing import List, Dict
-from breed_health_info import breed_health_info, default_health_note
-from breed_noise_info import breed_noise_info
-from dog_database import get_dog_description
-from scoring_calculation_system import (
-    UserPreferences, 
-    calculate_compatibility_score
-)
-
-def format_recommendation_html(recommendations: List[Dict]) -> str:
-    """將推薦結果格式化為HTML"""
-    html_content = "<div class='recommendations-container'>"
-
-    for rec in recommendations:
-        breed = rec['breed']
-        scores = rec['scores']
-        info = rec['info']
-        rank = rec.get('rank', 0)
-        final_score = rec.get('final_score', scores['overall'])
-        bonus_score = rec.get('bonus_score', 0)
-
-        health_info = breed_health_info.get(breed, {"health_notes": default_health_note})
-        noise_info = breed_noise_info.get(breed, {
-            "noise_notes": "Noise information not available",
-            "noise_level": "Unknown",
-            "source": "N/A"
-        })
-
-        # 解析噪音資訊
-        noise_notes = noise_info.get('noise_notes', '').split('\n')
-        noise_characteristics = []
-        barking_triggers = []
-        noise_level = ''
-
-        current_section = None
-        for line in noise_notes:
-            line = line.strip()
-            if 'Typical noise characteristics:' in line:
-                current_section = 'characteristics'
-            elif 'Noise level:' in line:
-                noise_level = line.replace('Noise level:', '').strip()
-            elif 'Barking triggers:' in line:
-                current_section = 'triggers'
-            elif line.startswith('•'):
-                if current_section == 'characteristics':
-                    noise_characteristics.append(line[1:].strip())
-                elif current_section == 'triggers':
-                    barking_triggers.append(line[1:].strip())
-
-        # 生成特徵和觸發因素的HTML
-        noise_characteristics_html = '\n'.join([f'<li>{item}</li>' for item in noise_characteristics])
-        barking_triggers_html = '\n'.join([f'<li>{item}</li>' for item in barking_triggers])
-
-        # 處理健康資訊
-        health_notes = health_info.get('health_notes', '').split('\n')
-        health_considerations = []
-        health_screenings = []
-
-        current_section = None
-        for line in health_notes:
-            line = line.strip()
-            if 'Common breed-specific health considerations' in line:
-                current_section = 'considerations'
-            elif 'Recommended health screenings:' in line:
-                current_section = 'screenings'
-            elif line.startswith('•'):
-                if current_section == 'considerations':
-                    health_considerations.append(line[1:].strip())
-                elif current_section == 'screenings':
-                    health_screenings.append(line[1:].strip())
-
-        health_considerations_html = '\n'.join([f'<li>{item}</li>' for item in health_considerations])
-        health_screenings_html = '\n'.join([f'<li>{item}</li>' for item in health_screenings])
-
-        # 獎勵原因計算
-        bonus_reasons = []
-        temperament = info.get('Temperament', '').lower()
-        if any(trait in temperament for trait in ['friendly', 'gentle', 'affectionate']):
-            bonus_reasons.append("Positive temperament traits")
-        if info.get('Good with Children') == 'Yes':
-            bonus_reasons.append("Excellent with children")
-        try:
-            lifespan = info.get('Lifespan', '10-12 years')
-            years = int(lifespan.split('-')[0])
-            if years > 12:
-                bonus_reasons.append("Above-average lifespan")
-        except:
-            pass
-
-        html_content += f"""
-        <div class="dog-info-card recommendation-card">
-            <div class="breed-info">
-                <h2 class="section-title">
-                    <span class="icon">🏆</span> #{rank} {breed.replace('_', ' ')}
-                    <span class="score-badge">
-                        Overall Match: {final_score*100:.1f}%
-                    </span>
-                </h2>
-                <div class="compatibility-scores">
-                    <div class="score-item">
-                        <span class="label">Space Compatibility:</span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {scores['space']*100}%"></div>
-                        </div>
-                        <span class="percentage">{scores['space']*100:.1f}%</span>
-                    </div>
-                    <div class="score-item">
-                        <span class="label">Exercise Match:</span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {scores['exercise']*100}%"></div>
-                        </div>
-                        <span class="percentage">{scores['exercise']*100:.1f}%</span>
-                    </div>
-                    <div class="score-item">
-                        <span class="label">Grooming Match:</span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {scores['grooming']*100}%"></div>
-                        </div>
-                        <span class="percentage">{scores['grooming']*100:.1f}%</span>
-                    </div>
-                    <div class="score-item">
-                        <span class="label">Experience Match:</span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {scores['experience']*100}%"></div>
-                        </div>
-                        <span class="percentage">{scores['experience']*100:.1f}%</span>
-                    </div>
-                    <div class="score-item">
-                        <span class="label">
-                            Noise Compatibility:
-                            <span class="tooltip">
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Noise Compatibility Score:</strong><br>
-                                    • Based on your noise tolerance preference<br>
-                                    • Considers breed's typical noise level<br>
-                                    • Accounts for living environment
-                                </span>
-                            </span>
-                        </span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {scores['noise']*100}%"></div>
-                        </div>
-                        <span class="percentage">{scores['noise']*100:.1f}%</span>
-                    </div>
-                    {f'''
-                    <div class="score-item bonus-score">
-                        <span class="label">
-                            Breed Bonus:
-                            <span class="tooltip">
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Breed Bonus Points:</strong><br>
-                                    • {('<br>• '.join(bonus_reasons)) if bonus_reasons else 'No additional bonus points'}<br>
-                                    <br>
-                                    <strong>Bonus Factors Include:</strong><br>
-                                    • Friendly temperament<br>
-                                    • Child compatibility<br>
-                                    • Longer lifespan<br>
-                                    • Living space adaptability
-                                </span>
-                            </span>
-                        </span>
-                        <div class="progress-bar">
-                            <div class="progress" style="width: {bonus_score*100}%"></div>
-                        </div>
-                        <span class="percentage">{bonus_score*100:.1f}%</span>
-                    </div>
-                    ''' if bonus_score > 0 else ''}
-                </div>
-                <div class="breed-details-section">
-                    <h3 class="subsection-title">
-                        <span class="icon">📋</span> Breed Details
-                    </h3>
-                    <div class="details-grid">
-                        <div class="detail-item">
-                            <span class="tooltip">
-                                <span class="icon">📏</span>
-                                <span class="label">Size:</span>
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Size Categories:</strong><br>
-                                    • Small: Under 20 pounds<br>
-                                    • Medium: 20-60 pounds<br>
-                                    • Large: Over 60 pounds
-                                </span>
-                                <span class="value">{info['Size']}</span>
-                            </span>
-                        </div>
-                        <div class="detail-item">
-                            <span class="tooltip">
-                                <span class="icon">🏃</span>
-                                <span class="label">Exercise Needs:</span>
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Exercise Needs:</strong><br>
-                                    • Low: Short walks<br>
-                                    • Moderate: 1-2 hours daily<br>
-                                    • High: 2+ hours daily<br>
-                                    • Very High: Constant activity
-                                </span>
-                                <span class="value">{info['Exercise Needs']}</span>
-                            </span>
-                        </div>
-                        <div class="detail-item">
-                            <span class="tooltip">
-                                <span class="icon">👨‍👩‍👧‍👦</span>
-                                <span class="label">Good with Children:</span>
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Child Compatibility:</strong><br>
-                                    • Yes: Excellent with kids<br>
-                                    • Moderate: Good with older children<br>
-                                    • No: Better for adult households
-                                </span>
-                                <span class="value">{info['Good with Children']}</span>
-                            </span>
-                        </div>
-                        <div class="detail-item">
-                            <span class="tooltip">
-                                <span class="icon">⏳</span>
-                                <span class="label">Lifespan:</span>
-                                <span class="tooltip-icon">ⓘ</span>
-                                <span class="tooltip-text">
-                                    <strong>Average Lifespan:</strong><br>
-                                    • Short: 6-8 years<br>
-                                    • Average: 10-15 years<br>
-                                    • Long: 12-20 years<br>
-                                    • Varies by size: Larger breeds typically have shorter lifespans
-                                </span>
-                            </span>
-                            <span class="value">{info['Lifespan']}</span>
-                        </div>
-                    </div>
-                </div>
-                <div class="description-section">
-                    <h3 class="subsection-title">
-                        <span class="icon">📝</span> Description
-                    </h3>
-                    <p class="description-text">{info.get('Description', '')}</p>
-                </div>
-                <div class="noise-section">
-                    <h3 class="section-header">
-                        <span class="icon">🔊</span> Noise Behavior
-                        <span class="tooltip">
-                            <span class="tooltip-icon">ⓘ</span>
-                            <span class="tooltip-text">
-                                <strong>Noise Behavior:</strong><br>
-                                • Typical vocalization patterns<br>
-                                • Common triggers and frequency<br>
-                                • Based on breed characteristics
-                            </span>
-                        </span>
-                    </h3>
-                    <div class="noise-info">
-                        <div class="noise-details">
-                            <h4 class="section-header">Typical noise characteristics:</h4>
-                            <div class="characteristics-list">
-                                <div class="list-item">Moderate to high barker</div>
-                                <div class="list-item">Alert watch dog</div>
-                                <div class="list-item">Attention-seeking barks</div>
-                                <div class="list-item">Social vocalizations</div>
-                            </div>
-
-                            <div class="noise-level-display">
-                                <h4 class="section-header">Noise level:</h4>
-                                <div class="level-indicator">
-                                    <span class="level-text">Moderate-High</span>
-                                    <div class="level-bars">
-                                        <span class="bar"></span>
-                                        <span class="bar"></span>
-                                        <span class="bar"></span>
-                                    </div>
-                                </div>
-                            </div>
-
-                            <h4 class="section-header">Barking triggers:</h4>
-                            <div class="triggers-list">
-                                <div class="list-item">Separation anxiety</div>
-                                <div class="list-item">Attention needs</div>
-                                <div class="list-item">Strange noises</div>
-                                <div class="list-item">Excitement</div>
-                            </div>
-                        </div>
-                        <div class="noise-disclaimer">
-                            <p class="disclaimer-text source-text">Source: Compiled from various breed behavior resources, 2024</p>
-                            <p class="disclaimer-text">Individual dogs may vary in their vocalization patterns.</p>
-                            <p class="disclaimer-text">Training can significantly influence barking behavior.</p>
-                            <p class="disclaimer-text">Environmental factors may affect noise levels.</p>
-                        </div>
-                    </div>
-                </div>
-
-                <div class="health-section">
-                    <h3 class="section-header">
-                        <span class="icon">🏥</span> Health Insights
-                        <span class="tooltip">
-                            <span class="tooltip-icon">ⓘ</span>
-                            <span class="tooltip-text">
-                                Health information is compiled from multiple sources including veterinary resources, breed guides, and international canine health databases.
-                                Each dog is unique and may vary from these general guidelines.
-                            </span>
-                        </span>
-                    </h3>
-                    <div class="health-info">
-                        <div class="health-details">
-                            <div class="health-block">
-                                <h4 class="section-header">Common breed-specific health considerations:</h4>
-                                <div class="health-grid">
-                                    <div class="health-item">Patellar luxation</div>
-                                    <div class="health-item">Progressive retinal atrophy</div>
-                                    <div class="health-item">Von Willebrand's disease</div>
-                                    <div class="health-item">Open fontanel</div>
-                                </div>
-                            </div>
-
-                            <div class="health-block">
-                                <h4 class="section-header">Recommended health screenings:</h4>
-                                <div class="health-grid">
-                                    <div class="health-item screening">Patella evaluation</div>
-                                    <div class="health-item screening">Eye examination</div>
-                                    <div class="health-item screening">Blood clotting tests</div>
-                                    <div class="health-item screening">Skull development monitoring</div>
-                                </div>
-                            </div>
-                        </div>
-                        <div class="health-disclaimer">
-                            <p class="disclaimer-text source-text">Source: Compiled from various veterinary and breed information resources, 2024</p>
-                            <p class="disclaimer-text">This information is for reference only and based on breed tendencies.</p>
-                            <p class="disclaimer-text">Each dog is unique and may not develop any or all of these conditions.</p>
-                            <p class="disclaimer-text">Always consult with qualified veterinarians for professional advice.</p>
-                        </div>
-                    </div>
-                </div>
-
-                <div class="action-section">
-                    <a href="https://www.akc.org/dog-breeds/{breed.lower().replace('_', '-')}/"
-                       target="_blank"
-                       class="akc-button">
-                        <span class="icon">🌐</span>
-                        Learn more about {breed.replace('_', ' ')} on AKC website
-                    </a>
-                </div>
-            </div>
-        </div>
-        """
-
-    html_content += "</div>"
-    return html_content
-
-def get_breed_recommendations(user_prefs: UserPreferences, top_n: int = 10) -> List[Dict]:
-    """基於使用者偏好推薦狗品種，確保正確的分數排序"""
-    print("Starting get_breed_recommendations")
-    recommendations = []
-    seen_breeds = set()
-
-    try:
-        # 獲取所有品種
-        conn = sqlite3.connect('animal_detector.db')
-        cursor = conn.cursor()
-        cursor.execute("SELECT Breed FROM AnimalCatalog")
-        all_breeds = cursor.fetchall()
-        conn.close()
-
-        # 收集所有品種的分數
-        for breed_tuple in all_breeds:
-            breed = breed_tuple[0]
-            base_breed = breed.split('(')[0].strip()
-
-            if base_breed in seen_breeds:
-                continue
-            seen_breeds.add(base_breed)
-
-            # 獲取品種資訊
-            breed_info = get_dog_description(breed)
-            if not isinstance(breed_info, dict):
-                continue
-
-            # 獲取噪音資訊
-            noise_info = breed_noise_info.get(breed, {
-                "noise_notes": "Noise information not available",
-                "noise_level": "Unknown",
-                "source": "N/A"
-            })
-
-            # 將噪音資訊整合到品種資訊中
-            breed_info['noise_info'] = noise_info
-
-            # 計算基礎相容性分數
-            compatibility_scores = calculate_compatibility_score(breed_info, user_prefs)
-
-            # 計算品種特定加分
-            breed_bonus = 0.0
-
-            # 壽命加分
-            try:
-                lifespan = breed_info.get('Lifespan', '10-12 years')
-                years = [int(x) for x in lifespan.split('-')[0].split()[0:1]]
-                longevity_bonus = min(0.02, (max(years) - 10) * 0.005)
-                breed_bonus += longevity_bonus
-            except:
-                pass
-
-            # 性格特徵加分
-            temperament = breed_info.get('Temperament', '').lower()
-            positive_traits = ['friendly', 'gentle', 'affectionate', 'intelligent']
-            negative_traits = ['aggressive', 'stubborn', 'dominant']
-
-            breed_bonus += sum(0.01 for trait in positive_traits if trait in temperament)
-            breed_bonus -= sum(0.01 for trait in negative_traits if trait in temperament)
-
-            # 與孩童相容性加分
-            if user_prefs.has_children:
-                if breed_info.get('Good with Children') == 'Yes':
-                    breed_bonus += 0.02
-                elif breed_info.get('Good with Children') == 'No':
-                    breed_bonus -= 0.03
-
-            # 噪音相關加分
-            if user_prefs.noise_tolerance == 'low':
-                if noise_info['noise_level'].lower() == 'high':
-                    breed_bonus -= 0.03
-                elif noise_info['noise_level'].lower() == 'low':
-                    breed_bonus += 0.02
-            elif user_prefs.noise_tolerance == 'high':
-                if noise_info['noise_level'].lower() == 'high':
-                    breed_bonus += 0.01
-
-            # 計算最終分數
-            breed_bonus = round(breed_bonus, 4)
-            final_score = round(compatibility_scores['overall'] + breed_bonus, 4)
-
-            recommendations.append({
-                'breed': breed,
-                'base_score': round(compatibility_scores['overall'], 4),
-                'bonus_score': round(breed_bonus, 4),
-                'final_score': final_score,
-                'scores': compatibility_scores,
-                'info': breed_info,
-                'noise_info': noise_info  # 添加噪音資訊到推薦結果
-            })
-        # 嚴格按照 final_score 排序
-        recommendations.sort(key=lambda x: (round(-x['final_score'], 4), x['breed'] ))  # 負號使其降序排列，並確保4位小數
-
-        # 選擇前N名並確保正確排序
-        final_recommendations = []
-        last_score = None
-        rank = 1
-
-        for rec in recommendations:
-            if len(final_recommendations) >= top_n:
-                break
-
-            current_score = rec['final_score']
-
-            # 確保分數遞減
-            if last_score is not None and current_score > last_score:
-                continue
-
-            # 添加排名資訊
-            rec['rank'] = rank
-            final_recommendations.append(rec)
-
-            last_score = current_score
-            rank += 1
-
-        # 驗證最終排序
-        for i in range(len(final_recommendations)-1):
-            current = final_recommendations[i]
-            next_rec = final_recommendations[i+1]
-
-            if current['final_score'] < next_rec['final_score']:
-                print(f"Warning: Sorting error detected!")
-                print(f"#{i+1} {current['breed']}: {current['final_score']}")
-                print(f"#{i+2} {next_rec['breed']}: {next_rec['final_score']}")
-
-                # 交換位置
-                final_recommendations[i], final_recommendations[i+1] = \
-                    final_recommendations[i+1], final_recommendations[i]
-
-        # 打印最終結果以供驗證
-        print("\nFinal Rankings:")
-        for rec in final_recommendations:
-            print(f"#{rec['rank']} {rec['breed']}")
-            print(f"Base Score: {rec['base_score']:.4f}")
-            print(f"Bonus: {rec['bonus_score']:.4f}")
-            print(f"Final Score: {rec['final_score']:.4f}\n")
-
-        return final_recommendations
-
-    except Exception as e:
-        print(f"Error in get_breed_recommendations: {str(e)}")
-        print(f"Traceback: {traceback.format_exc()}")
-        return []