添加前端详情页面，优化评论格式

backend/Timer_worker.py

@@ -435,11 +435,17 @@ class DouyinAutoScheduler:
                             "realtime_saved": management_data.get("realtime_saved", True) if management_data else True,
                             "created_at": management_data.get("created_at") if management_data else None,
                             "last_updated": management_data.get("last_updated") if management_data else None,
+                            # 🎬 评论总结字段
+                            "comments_summary": management_data.get("comments_summary", "") if management_data else "",
+                            
                             # 🔑 分类字段：区分今天数据和历史数据
                             # - 如果今天有数据：从今天的数据获取所有字段
                             # - 如果今天没有数据：只从历史记录获取分类字段和锁定状态，其他字段为空
-                            "Manufacturing_Field": management_data.get("Manufacturing_Field", "") if management_data else "",
+                            # 注意：使用 .get() 的第二个参数确保即使字段不存在也会返回空字符串
-                            "Copyright_field": management_data.get("Copyright_field", "") if management_data else "",
+                            "Manufacturing_Field": (management_data.get("Manufacturing_Field", "") if management_data else "") or "",
+                            "Copyright_field": (management_data.get("Copyright_field", "") if management_data else "") or "",
+                            "classification_type": (management_data.get("classification_type", "") if management_data else "") or "",  # 新增：类型/元素（确保字段存在）
+                            "release_date": (management_data.get("release_date", "") if management_data else "") or "",  # 新增：上线日期（确保字段存在）
                             "Novel_IDs": (
                                 management_data.get("Novel_IDs", []) if management_data
                                 else (classification_data.get("Novel_IDs", []) if classification_data else [])

backend/config.py

@@ -52,6 +52,18 @@ API_CONFIG = {
     'OSS_HOST': TOS_CONFIG['self_domain']
 }
 
+# DeepSeek API 配置（用于评论总结功能）
+DEEPSEEK_CONFIG = {
+    'api_key': 'sk-7b47e34bdcb549e6b00115a99b9b5c4c',  # DeepSeek API密钥
+    'api_base': 'https://api.deepseek.com/v1',         # API基础URL
+    'model': 'deepseek-chat',                          # 使用的模型
+    'max_retries': 3,                                  # 最大重试次数
+    'retry_delays': [2, 5, 10],                        # 重试延迟（秒）
+    'batch_size': 800,                                 # 每批评论数量
+    'max_tokens': 15000,                               # 每批最大token数
+    'summary_max_length': 200                          # 最终总结最大字数
+}
+
 def apply_timer_environment():
     """应用定时器环境变量配置"""
     for key, value in TIMER_ENV_CONFIG.items():

backend/handlers/Rankings/rank_data_scraper.py

@@ -54,6 +54,236 @@ from handlers.Rankings.tos_client import oss_client
 import config
 
 
+# ==================== 评论总结器类 ====================
+class CommentsSummarizer:
+    """评论总结器 - 支持大量评论的分批处理和汇总"""
+    
+    def __init__(self):
+        self.api_key = config.DEEPSEEK_CONFIG['api_key']
+        self.api_base = config.DEEPSEEK_CONFIG['api_base']
+        self.model = config.DEEPSEEK_CONFIG['model']
+        self.max_retries = config.DEEPSEEK_CONFIG['max_retries']
+        self.retry_delays = config.DEEPSEEK_CONFIG['retry_delays']
+        self.batch_size = config.DEEPSEEK_CONFIG['batch_size']
+        self.max_tokens = config.DEEPSEEK_CONFIG['max_tokens']
+        self.summary_max_length = config.DEEPSEEK_CONFIG['summary_max_length']
+        self.logger = logging.getLogger(__name__)
+    
+    def _call_deepseek_api(self, messages: List[Dict], retry_count: int = 0) -> Optional[str]:
+        """调用 DeepSeek API"""
+        try:
+            headers = {
+                'Content-Type': 'application/json',
+                'Authorization': f'Bearer {self.api_key}'
+            }
+            
+            data = {
+                'model': self.model,
+                'messages': messages,
+                'temperature': 0.7,
+                'max_tokens': 2000
+            }
+            
+            response = requests.post(
+                f'{self.api_base}/chat/completions',
+                headers=headers,
+                json=data,
+                timeout=60
+            )
+            
+            if response.status_code == 200:
+                result = response.json()
+                content = result['choices'][0]['message']['content']
+                self.logger.info(f"✅ DeepSeek API 调用成功")
+                return content.strip()
+            else:
+                self.logger.error(f"❌ DeepSeek API 返回错误: {response.status_code} - {response.text}")
+                
+                if retry_count < self.max_retries:
+                    delay = self.retry_delays[retry_count]
+                    self.logger.info(f"⏳ {delay}秒后进行第 {retry_count + 1} 次重试...")
+                    time.sleep(delay)
+                    return self._call_deepseek_api(messages, retry_count + 1)
+                
+                return None
+                
+        except Exception as e:
+            self.logger.error(f"❌ DeepSeek API 调用异常: {e}")
+            
+            if retry_count < self.max_retries:
+                delay = self.retry_delays[retry_count]
+                self.logger.info(f"⏳ {delay}秒后进行第 {retry_count + 1} 次重试...")
+                time.sleep(delay)
+                return self._call_deepseek_api(messages, retry_count + 1)
+            
+            return None
+    
+    def _estimate_comment_length(self, comment: str) -> int:
+        """估算评论的字符长度"""
+        return len(comment)
+    
+    def _split_comments_into_batches(self, comments: List[str]) -> List[List[str]]:
+        """将评论智能分批，根据评论长度动态调整每批数量"""
+        if not comments:
+            return []
+        
+        batches = []
+        current_batch = []
+        current_length = 0
+        
+        avg_length = sum(self._estimate_comment_length(c) for c in comments[:100]) / min(100, len(comments))
+        
+        if avg_length < 50:
+            batch_size = 1000
+        elif avg_length < 200:
+            batch_size = 600
+        else:
+            batch_size = 400
+        
+        self.logger.info(f"📊 评论平均长度: {avg_length:.0f} 字，批次大小: {batch_size}")
+        
+        for comment in comments:
+            comment_length = self._estimate_comment_length(comment)
+            
+            if len(current_batch) >= batch_size or (current_length + comment_length > self.max_tokens * 3):
+                if current_batch:
+                    batches.append(current_batch)
+                    current_batch = []
+                    current_length = 0
+            
+            current_batch.append(comment)
+            current_length += comment_length
+        
+        if current_batch:
+            batches.append(current_batch)
+        
+        return batches
+    
+    def _generate_analysis_prompt(self, content: str, max_length: int = 200) -> str:
+        """生成通用的分析提示词"""
+        return f"""你是一位资深的用户反馈分析师，擅长从海量评论中提炼真实观点，用客观自然的语言准确传达用户的声音和整体评价趋势。
+
+请基于以下内容，写一份真实客观的观众反馈分析：
+
+{content}
+
+分析要求：
+1. 识别高频话题和关键观点（如剧情、演技、制作、节奏等维度）
+2. 准确判断整体情感倾向，如实反映好评或差评的比例和强度
+3. 用自然的语言描述观众的真实感受，避免模板化和官方措辞
+4. 明确指出观众最在意的亮点和槽点
+5. 负面评价要委婉表达，使用"有待提升"、"存在改进空间"、"部分观众认为"等温和措辞
+6. 字数控制在{max_length}字以内，语言简洁有力
+
+输出格式要求（严格遵守）：
+必须使用【】符号标注每个部分，格式示例：
+
+【核心观点】用户普遍识别出AI制作属性，对技术应用表示惊叹，同时对作品质量提出了一些看法
+
+【用户关注焦点】
+   优点：AI人物颜值高、特效精美、制作成本低
+   待提升：部分观众认为角色表情和动作的自然度有待改进，剧情逻辑存在优化空间
+
+【情感分布】观众意见较为分散，约65%的观众提出了改进建议
+
+【核心看法】技术创新获得认可，制作细节方面仍有提升空间
+
+格式规则：
+- 使用【】符号标注每个分析维度的标题（标题可以自由命名，不限于示例）
+- 每个【】标题后直接跟内容，不要换行
+- 每个部分结束后换行，再开始下一个【】部分
+- 可以根据实际评论内容灵活组织分析维度
+- 不要添加其他前缀或后缀
+- 严格按照【标题】内容的格式输出"""
+    
+    def _summarize_batch(self, comments: List[str], batch_num: int, total_batches: int) -> Optional[str]:
+        """总结一批评论"""
+        self.logger.info(f"📝 正在总结第 {batch_num}/{total_batches} 批评论（共 {len(comments)} 条）...")
+        
+        comments_text = "\n".join([f"{i+1}. {comment}" for i, comment in enumerate(comments)])
+        content = f"用户评论：\n{comments_text}"
+        
+        prompt = self._generate_analysis_prompt(content, max_length=200)
+        messages = [{"role": "user", "content": prompt}]
+        
+        return self._call_deepseek_api(messages)
+    
+    def _merge_summaries(self, batch_summaries: List[str]) -> Optional[str]:
+        """合并所有批次总结为最终总结"""
+        self.logger.info(f"🔄 正在合并 {len(batch_summaries)} 个批次总结...")
+        
+        if len(batch_summaries) == 1:
+            return batch_summaries[0]
+        
+        summaries_text = "\n\n".join([f"批次{i+1}总结：\n{summary}" for i, summary in enumerate(batch_summaries)])
+        content = f"多个批次的评论总结：\n\n{summaries_text}"
+        
+        prompt = self._generate_analysis_prompt(content, max_length=self.summary_max_length)
+        messages = [{"role": "user", "content": prompt}]
+        
+        return self._call_deepseek_api(messages)
+    
+    def summarize_comments(self, comments: List[str], drama_name: str = "") -> Optional[str]:
+        """总结评论（主入口）"""
+        if not comments:
+            self.logger.warning("⚠️ 评论列表为空，无法总结")
+            return None
+        
+        self.logger.info(f"🚀 开始总结评论：{drama_name}（共 {len(comments)} 条评论）")
+        
+        # 过滤空评论，处理字符串和字典两种格式
+        valid_comments = []
+        for c in comments:
+            if isinstance(c, dict):
+                text = c.get('text', '').strip()
+                if text:
+                    valid_comments.append(text)
+            elif isinstance(c, str):
+                text = c.strip()
+                if text:
+                    valid_comments.append(text)
+        
+        if not valid_comments:
+            self.logger.warning("⚠️ 没有有效评论，无法总结")
+            return None
+        
+        self.logger.info(f"📊 有效评论数量: {len(valid_comments)}")
+        
+        # 分批处理
+        batches = self._split_comments_into_batches(valid_comments)
+        self.logger.info(f"📦 评论已分为 {len(batches)} 批")
+        
+        # 逐批总结
+        batch_summaries = []
+        failed_batches = []
+        
+        for i, batch in enumerate(batches, 1):
+            summary = self._summarize_batch(batch, i, len(batches))
+            if summary:
+                batch_summaries.append(summary)
+            else:
+                self.logger.error(f"❌ 第 {i} 批总结失败")
+                failed_batches.append(i)
+        
+        if not batch_summaries:
+            self.logger.error(f"❌ 所有批次总结都失败了")
+            return None
+        
+        if failed_batches:
+            self.logger.warning(f"⚠️ 以下批次总结失败: {failed_batches}")
+        
+        # 合并批次总结
+        final_summary = self._merge_summaries(batch_summaries)
+        
+        if final_summary:
+            self.logger.info(f"✅ 评论总结完成：{drama_name}")
+            self.logger.info(f"📝 总结长度: {len(final_summary)} 字")
+            return final_summary
+        else:
+            self.logger.error(f"❌ 最终总结合并失败：{drama_name}")
+            return None
+
+
 # 配置日志
 # 确保logs目录存在
 script_dir = os.path.dirname(os.path.abspath(__file__))
@@ -730,6 +960,22 @@ class DouyinPlayVVScraper:
         self._setup_mongodb()
         self._load_image_cache()
         
+        # 初始化评论总结器
+        try:
+            # 检查配置是否存在
+            if not hasattr(config, 'DEEPSEEK_CONFIG'):
+                logging.warning('⚠️ config.py 中未找到 DEEPSEEK_CONFIG 配置，将跳过评论总结功能')
+                self.comments_summarizer = None
+            else:
+                self.comments_summarizer = CommentsSummarizer()
+                logging.info('✅ 评论总结器初始化成功')
+                logging.info(f'📝 DeepSeek API 配置: model={config.DEEPSEEK_CONFIG.get("model")}, base={config.DEEPSEEK_CONFIG.get("api_base")}')
+        except Exception as e:
+            logging.warning(f'⚠️ 评论总结器初始化失败: {e}，将跳过评论总结功能')
+            import traceback
+            logging.warning(f'详细错误: {traceback.format_exc()}')
+            self.comments_summarizer = None
+
     def _setup_mongodb(self):
         """设置MongoDB连接"""
         try:
@@ -1580,10 +1826,38 @@ class DouyinPlayVVScraper:
                                     self.update_video_details_incrementally(
                                         document_id, episode_video_ids, mix_name, mix_id
                                     )
+                                    
+                                    # 🎬 生成评论总结（在所有数据收集完成后）
+                                    self.generate_comments_summary(document_id, mix_name)
                 except Exception as e:
                     logging.error(f'[实时保存] 获取详细内容失败: {item_data.get("mix_name", "未知")} - {e}')
             
             logging.info(f'[实时保存] 所有数据处理完成，共 {len(self.saved_items)} 个合集')
+            
+            # 🔄 同步字段到 Ranking_storage（包括评论总结）
+            try:
+                logging.info('[字段同步] 🔄 开始同步字段到 Ranking_storage')
+                
+                # 导入同步函数
+                import sys
+                import os
+                sys.path.append(os.path.join(os.path.dirname(__file__), '..', '..', 'routers'))
+                from rank_api_routes import sync_ranking_storage_fields
+                
+                # 获取今天的日期
+                today_str = datetime.now().strftime('%Y-%m-%d')
+                
+                # 执行同步（强制更新以确保评论总结被同步）
+                sync_result = sync_ranking_storage_fields(target_date=today_str, force_update=True)
+                
+                if sync_result.get("success", False):
+                    logging.info(f'[字段同步] ✅ 同步成功: {sync_result.get("message", "")}')
+                else:
+                    logging.info(f'[字段同步] ⚠️ 同步完成: {sync_result.get("message", "")}')
+                    
+            except Exception as e:
+                logging.error(f'[字段同步] ❌ 同步失败: {e}')
+                # 同步失败不影响主流程
         else:
             # 传统批量保存模式
             self.save_to_mongodb()
@@ -1918,6 +2192,30 @@ class DouyinPlayVVScraper:
                         } for i in range(item.get('updated_to_episode', 0))
                     ]
                 
+                # 生成评论总结
+                comments_summary = ''
+                if self.comments_summarizer and episode_details:
+                    try:
+                        # 收集所有集的评论
+                        all_comments = []
+                        for episode in episode_details:
+                            comments = episode.get('comments', [])
+                            if comments:
+                                all_comments.extend(comments)
+                        
+                        if all_comments:
+                            logging.info(f'🎬 开始为短剧 {mix_name} 生成评论总结（共 {len(all_comments)} 条评论）')
+                            comments_summary = self.comments_summarizer.summarize_comments(all_comments, mix_name)
+                            if comments_summary:
+                                logging.info(f'✅ 短剧 {mix_name} 评论总结生成成功')
+                            else:
+                                logging.warning(f'⚠️ 短剧 {mix_name} 评论总结生成失败')
+                        else:
+                            logging.info(f'ℹ️ 短剧 {mix_name} 没有评论，跳过总结')
+                    except Exception as e:
+                        logging.error(f'❌ 生成评论总结时出错: {e}')
+                        comments_summary = ''
+                
                 # 保留用户要求的7个字段 + cover_image_url作为合集封面图片完整链接 + 新增字段
                 doc = {
                     'batch_time': batch_time,
@@ -1940,6 +2238,7 @@ class DouyinPlayVVScraper:
                     'episode_details': episode_details,  # 每集的详细信息
                     'Manufacturing_Field': item.get('Manufacturing_Field', ''),  # 承制信息
                     'Copyright_field': item.get('Copyright_field', ''),  # 版权信息
+                    'comments_summary': comments_summary,  # AI生成的评论总结
                 }
                 documents.append(doc)
             
@@ -2048,6 +2347,8 @@ class DouyinPlayVVScraper:
                 'series_author': item_data.get('series_author', ''),
                 'Manufacturing_Field': item_data.get('Manufacturing_Field', ''),
                 'Copyright_field': item_data.get('Copyright_field', ''),
+                'classification_type': '',  # 新增：类型/元素（锁定字段，初始为空）
+                'release_date': '',  # 新增：上线日期（锁定字段，初始为空）
                 'desc': item_data.get('desc', ''),
                 'updated_to_episode': current_episode_count,
                 'episode_video_ids': [],  # 稍后更新
@@ -2113,6 +2414,8 @@ class DouyinPlayVVScraper:
                         existing_field_lock_status = existing_doc.get('field_lock_status', {})
                         existing_manufacturing = existing_doc.get('Manufacturing_Field', '')
                         existing_copyright = existing_doc.get('Copyright_field', '')
+                        existing_classification = existing_doc.get('classification_type', '')  # 新增
+                        existing_release_date = existing_doc.get('release_date', '')  # 新增
                         existing_novel_ids = existing_doc.get('Novel_IDs', [])
                         existing_anime_ids = existing_doc.get('Anime_IDs', [])
                         existing_drama_ids = existing_doc.get('Drama_IDs', [])
@@ -2151,6 +2454,34 @@ class DouyinPlayVVScraper:
                             logging.info(f'[锁定字段] 更新Copyright_field: {mix_name} -> "{new_copyright}"')
                         # 如果现有为空且新数据也为空，则不设置该字段（保持为空）
                         
+                        # classification_type 保护逻辑（新增）
+                        existing_classification = existing_doc.get('classification_type')
+                        new_classification = target_doc.get('classification_type', '')
+                        if existing_field_lock_status.get('classification_type_locked', False):
+                            logging.info(f'[锁定字段] 跳过classification_type更新: {mix_name} -> 字段已被用户锁定')
+                        elif existing_classification:
+                            logging.info(f'[锁定字段] 跳过classification_type更新: {mix_name} -> 保持现有值 "{existing_classification}"')
+                        else:
+                            set_fields['classification_type'] = new_classification or ''
+                            if new_classification:
+                                logging.info(f'[锁定字段] 更新classification_type: {mix_name} -> "{new_classification}"')
+                            else:
+                                logging.info(f'[锁定字段] 初始化classification_type: {mix_name} -> 空值')
+                        
+                        # release_date 保护逻辑（新增）
+                        existing_release_date = existing_doc.get('release_date')
+                        new_release_date = target_doc.get('release_date', '')
+                        if existing_field_lock_status.get('release_date_locked', False):
+                            logging.info(f'[锁定字段] 跳过release_date更新: {mix_name} -> 字段已被用户锁定')
+                        elif existing_release_date:
+                            logging.info(f'[锁定字段] 跳过release_date更新: {mix_name} -> 保持现有值 "{existing_release_date}"')
+                        else:
+                            set_fields['release_date'] = new_release_date or ''
+                            if new_release_date:
+                                logging.info(f'[锁定字段] 更新release_date: {mix_name} -> "{new_release_date}"')
+                            else:
+                                logging.info(f'[锁定字段] 初始化release_date: {mix_name} -> 空值')
+                        
                         # Novel_IDs 保护逻辑
                         if existing_field_lock_status.get('Novel_IDs_locked', False):
                             # 字段被用户锁定，跳过更新
@@ -2194,10 +2525,12 @@ class DouyinPlayVVScraper:
                         # 新记录，只设置非分类字段
                         set_fields['Manufacturing_Field'] = target_doc.get('Manufacturing_Field', '')
                         set_fields['Copyright_field'] = target_doc.get('Copyright_field', '')
+                        set_fields['classification_type'] = target_doc.get('classification_type', '')  # 新增
+                        set_fields['release_date'] = target_doc.get('release_date', '')  # 新增
                         # 注意：不设置分类字段 Novel_IDs, Anime_IDs, Drama_IDs
                         # 因为爬虫数据不包含这些用户手动设置的分类信息
                         # 新记录的分类字段将保持为空，等待用户手动设置
-                        logging.info(f'[锁定字段] 新记录，设置初始非分类字段: {mix_name}')
+                        logging.info(f'[锁定字段] 新记录，设置初始非分类字段（包含新增的2个锁定字段）: {mix_name}')
                     
                     # 使用upsert操作：如果存在则更新，不存在则插入
                     upsert_result = target_collection.update_one(
@@ -2442,6 +2775,68 @@ class DouyinPlayVVScraper:
             logging.error(f'错误上下文: {error_details["context"]}')
             return False
 
+    def generate_comments_summary(self, document_id, mix_name: str):
+        """生成评论总结并保存到数据库"""
+        logging.info(f'[评论总结] 🔍 检查评论总结条件: comments_summarizer={self.comments_summarizer is not None}, document_id={document_id}')
+        
+        if not self.comments_summarizer or not document_id:
+            if not self.comments_summarizer:
+                logging.warning(f'[评论总结] ⚠️ 评论总结器未初始化，跳过: {mix_name}')
+            if not document_id:
+                logging.warning(f'[评论总结] ⚠️ document_id 为空，跳过: {mix_name}')
+            return
+        
+        try:
+            # 从数据库获取最新的 episode_details
+            target_collection = self.collection
+            doc = target_collection.find_one({'_id': document_id})
+            logging.info(f'[评论总结] 从数据库查询文档: 找到={doc is not None}')
+            
+            if not doc or not doc.get('episode_details'):
+                logging.warning(f'[评论总结] 未找到文档或episode_details为空: {mix_name}')
+                return
+            
+            # 🔍 检查是否已有评论总结
+            existing_summary = doc.get('comments_summary', '')
+            if existing_summary:
+                logging.info(f'[评论总结] ⏭️ 短剧 {mix_name} 已有评论总结，跳过生成')
+                return
+            
+            logging.info(f'[评论总结] 🎬 开始为短剧 {mix_name} 生成评论总结')
+            
+            # 收集所有集的评论
+            all_comments = []
+            for episode in doc['episode_details']:
+                comments = episode.get('comments', [])
+                if comments:
+                    all_comments.extend(comments)
+            
+            if not all_comments:
+                logging.info(f'[评论总结] ℹ️ 短剧 {mix_name} 没有评论，跳过总结')
+                return
+            
+            logging.info(f'[评论总结] 共收集到 {len(all_comments)} 条评论')
+            comments_summary = self.comments_summarizer.summarize_comments(all_comments, mix_name)
+            
+            if comments_summary:
+                # 更新评论总结到数据库
+                target_collection.update_one(
+                    {'_id': document_id},
+                    {'$set': {
+                        'comments_summary': comments_summary,
+                        'last_updated': datetime.now()
+                    }}
+                )
+                logging.info(f'[评论总结] ✅ 短剧 {mix_name} 评论总结生成并保存成功')
+                logging.info(f'[评论总结] 📝 总结内容（前100字）: {comments_summary[:100]}...')
+            else:
+                logging.warning(f'[评论总结] ⚠️ 短剧 {mix_name} 评论总结生成失败')
+                
+        except Exception as e:
+            logging.error(f'[评论总结] ❌ 生成评论总结时出错: {mix_name} - {e}')
+            import traceback
+            logging.error(f'详细错误: {traceback.format_exc()}')
+
     def save_single_item_realtime(self, item_data: dict):
         """分阶段实时保存合集数据（新版本）"""
         logging.info(f'[分阶段保存] 开始处理合集: {item_data.get("mix_name", "未知")}')
@@ -2500,6 +2895,12 @@ class DouyinPlayVVScraper:
             logging.warning(f'[字段同步] 同步失败，但不影响数据保存: {mix_name} - {sync_error}')
             # 同步失败不影响数据保存的成功状态
         
+        logging.info(f'[分阶段保存] ✅ 前四阶段完成，准备生成评论总结: {mix_name}')
+        
+        # 🎬 第五阶段：生成评论总结（在所有数据收集完成后）
+        self.generate_comments_summary(document_id, mix_name)
+        
+        logging.info(f'[分阶段保存] ✅ 所有阶段完成: {mix_name}')
         return True
 
     def update_video_details_incrementally(self, document_id, episode_video_ids: list, mix_name: str, mix_id: str = ''):

backend/routers/rank_api_routes.py

@@ -196,10 +196,12 @@ def format_mix_item(doc, target_date=None):
         "request_id": doc.get("request_id", ""),
         "rank": doc.get("rank", 0),
         "cover_image_url": doc.get("cover_image_url", ""),
-        # 新增字段
+        # 基础字段
         "series_author": doc.get("series_author", ""),
         "Manufacturing_Field": doc.get("Manufacturing_Field", ""),
         "Copyright_field": doc.get("Copyright_field", ""),
+        "classification_type": doc.get("classification_type", ""),  # 新增：类型/元素
+        "release_date": doc.get("release_date", ""),  # 新增：上线日期
         "desc": doc.get("desc", ""),
         "updated_to_episode": doc.get("updated_to_episode", 0),
         "cover_backup_urls": doc.get("cover_backup_urls", []),
@@ -213,6 +215,8 @@ def format_mix_item(doc, target_date=None):
         "total_comments_formatted": total_comments_formatted,
         # 播放量变化数据
         "timeline_data": doc.get("timeline_data", []),
+        # 评论总结
+        "comments_summary": doc.get("comments_summary", ""),
 
     }
 
@@ -1156,6 +1160,14 @@ def update_drama_info():
             update_fields['Copyright_field'] = data['Copyright_field']
             # 标记版权方字段已被用户锁定
             field_lock_updates['field_lock_status.Copyright_field_locked'] = True
+        if 'classification_type' in data:
+            update_fields['classification_type'] = data['classification_type']
+            # 标记类型/元素字段已被用户锁定
+            field_lock_updates['field_lock_status.classification_type_locked'] = True
+        if 'release_date' in data:
+            update_fields['release_date'] = data['release_date']
+            # 标记上线日期字段已被用户锁定
+            field_lock_updates['field_lock_status.release_date_locked'] = True
         if 'desc' in data:
             update_fields['desc'] = data['desc']
         if 'play_vv' in data:
@@ -1167,6 +1179,8 @@ def update_drama_info():
             update_fields['cover_backup_urls'] = data['cover_backup_urls']
         if 'timeline_data' in data:
             update_fields['timeline_data'] = data['timeline_data']
+        if 'comments_summary' in data:
+            update_fields['comments_summary'] = data['comments_summary']
         
         # 检查分类字段的锁定状态
         if 'Novel_IDs' in data:
@@ -1683,6 +1697,8 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                             has_locked_fields = any([
                                 field_lock_status.get('Manufacturing_Field_locked', False),
                                 field_lock_status.get('Copyright_field_locked', False),
+                                field_lock_status.get('classification_type_locked', False),  # 新增
+                                field_lock_status.get('release_date_locked', False),  # 新增
                                 field_lock_status.get('Novel_IDs_locked', False),
                                 field_lock_status.get('Anime_IDs_locked', False),
                                 field_lock_status.get('Drama_IDs_locked', False)
@@ -1692,6 +1708,8 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                             has_user_data = has_locked_fields or any([
                                 data_item.get('Manufacturing_Field'),
                                 data_item.get('Copyright_field'),
+                                data_item.get('classification_type'),  # 新增
+                                data_item.get('release_date'),  # 新增
                                 data_item.get('Novel_IDs'),
                                 data_item.get('Anime_IDs'),
                                 data_item.get('Drama_IDs')
@@ -1735,10 +1753,14 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                             'last_updated': data_item.get('last_updated'),
                             'Manufacturing_Field': data_item.get('Manufacturing_Field'),
                             'Copyright_field': data_item.get('Copyright_field'),
+                            'classification_type': data_item.get('classification_type', ''),  # 新增：类型/元素
+                            'release_date': data_item.get('release_date', ''),  # 新增：上线日期
                             # 新增：内容分类字段
                             'Novel_IDs': data_item.get('Novel_IDs', []),
                             'Anime_IDs': data_item.get('Anime_IDs', []),
                             'Drama_IDs': data_item.get('Drama_IDs', []),
+                            # 评论总结字段
+                            'comments_summary': data_item.get('comments_summary', ''),
                             # 计算字段
                         }
                         
@@ -1750,33 +1772,31 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                         anime_ids_locked = field_lock_status.get('Anime_IDs_locked', False)
                         drama_ids_locked = field_lock_status.get('Drama_IDs_locked', False)
                         
-                        # 检查哪些字段需要更新
+                        # 检查哪些字段需要更新（检查目标数据是否缺少字段）
                         needs_update = False
-                        for field_name, field_value in fields_to_check.items():
+                        for field_name, source_field_value in fields_to_check.items():
                             # 🔒 字段锁定保护：如果字段已锁定，跳过更新
                             if field_name == 'Manufacturing_Field' and manufacturing_locked:
-                                logging.info(f"[字段锁定] 跳过Manufacturing_Field更新: {mix_name} (已锁定)")
                                 continue
                             elif field_name == 'Copyright_field' and copyright_locked:
-                                logging.info(f"[字段锁定] 跳过Copyright_field更新: {mix_name} (已锁定)")
                                 continue
                             elif field_name == 'Novel_IDs' and novel_ids_locked:
-                                logging.info(f"[字段锁定] 跳过Novel_IDs更新: {mix_name} (已锁定)")
                                 continue
                             elif field_name == 'Anime_IDs' and anime_ids_locked:
-                                logging.info(f"[字段锁定] 跳过Anime_IDs更新: {mix_name} (已锁定)")
                                 continue
                             elif field_name == 'Drama_IDs' and drama_ids_locked:
-                                logging.info(f"[字段锁定] 跳过Drama_IDs更新: {mix_name} (已锁定)")
                                 continue
                             
+                            # 🔑 关键修复：检查目标数据（data_item）中的字段值，而不是源数据
+                            current_value = data_item.get(field_name)
+                            
                             # 对于数组字段，检查是否为空数组
                             if field_name in ['cover_backup_urls', 'episode_video_ids', 'episode_details', 'Novel_IDs', 'Anime_IDs', 'Drama_IDs']:
-                                if force_update or field_value is None or (isinstance(field_value, list) and len(field_value) == 0):
+                                if force_update or current_value is None or (isinstance(current_value, list) and len(current_value) == 0):
                                     needs_update = True
                                     break
-                            # 对于其他字段，使用原来的条件
+                            # 对于其他字段，检查目标数据是否缺少或为空
-                            elif force_update or field_value is None or field_value == '' or field_value == 0:
+                            elif force_update or current_value is None or current_value == '':
                                 needs_update = True
                                 break
                         
@@ -1786,7 +1806,7 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                         
                         # 从源数据获取字段值并更新data_item
                         item_updated = False
-                        for field_name, current_value in fields_to_check.items():
+                        for field_name, source_field_value in fields_to_check.items():
                             # 🔒 字段锁定保护：如果字段已锁定，跳过更新
                             if field_name == 'Manufacturing_Field' and manufacturing_locked:
                                 logging.info(f"[字段锁定] 保护Manufacturing_Field不被覆盖: {mix_name}")
@@ -1804,12 +1824,15 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                                 logging.info(f"[字段锁定] 保护Drama_IDs不被覆盖: {mix_name}")
                                 continue
                             
+                            # 🔑 关键修复：检查目标数据（data_item）中的字段值
+                            current_value = data_item.get(field_name)
+                            
                             # 对于数组字段，检查是否为空数组
                             should_update = False
                             if field_name in ['cover_backup_urls', 'episode_video_ids', 'episode_details', 'Novel_IDs', 'Anime_IDs', 'Drama_IDs']:
                                 should_update = force_update or current_value is None or (isinstance(current_value, list) and len(current_value) == 0)
                             else:
-                                should_update = force_update or current_value is None or current_value == '' or current_value == 0
+                                should_update = force_update or current_value is None or current_value == ''
                             
                             if should_update:
                                 if field_name == 'episode_details':
@@ -1869,6 +1892,16 @@ def sync_ranking_storage_fields(target_date=None, force_update=False, max_retrie
                                             # 当前也没有值，设置为空数组
                                             data_item[field_name] = []
                                             item_updated = True
+                                elif field_name == 'comments_summary':
+                                    # 🎬 特殊处理评论总结字段：只有源数据有值时才更新，保护已有的总结
+                                    source_value = source_data.get(field_name, '')
+                                    if source_value:  # 只有当源数据有评论总结时才更新
+                                        data_item[field_name] = source_value
+                                        item_updated = True
+                                        logging.info(f"[评论总结] 更新评论总结: {mix_name}")
+                                    else:
+                                        # 源数据没有总结，保留当前值（不覆盖）
+                                        logging.debug(f"[评论总结] 保留现有评论总结: {mix_name}")
                                 else:
                                     # 对于其他字段，直接从源数据获取
                                     source_value = source_data.get(field_name, '')
@@ -1979,3 +2012,250 @@ def validate_classification_exclusivity_api():
             "success": False,
             "message": f"验证分类互斥性失败: {str(e)}"
         }), 500
+
+
+@rank_bp.route('/get_comments_summary', methods=['GET'])
+def get_comments_summary():
+    """获取短剧的评论总结（优先使用 mix_id）"""
+    try:
+        mix_id = request.args.get('mix_id')
+        mix_name = request.args.get('mix_name')
+        date_str = request.args.get('date')
+        
+        if not mix_id and not mix_name:
+            return jsonify({"success": False, "message": "缺少必需参数 mix_id 或 mix_name"})
+        
+        if not date_str:
+            from datetime import date
+            date_str = date.today().strftime('%Y-%m-%d')
+        
+        # 从 Ranking_storage 获取榜单数据
+        ranking_doc = collection.find_one({
+            "date": date_str,
+            "type": "comprehensive"
+        }, sort=[("created_at", -1)])
+        
+        if not ranking_doc:
+            return jsonify({
+                "success": False,
+                "message": f"未找到 {date_str} 的榜单数据"
+            })
+        
+        # 在 data 数组中查找短剧（优先使用 mix_id）
+        data_items = ranking_doc.get("data", [])
+        drama_item = None
+        
+        for item in data_items:
+            # 优先使用 mix_id 匹配
+            if mix_id and item.get("mix_id") == mix_id:
+                drama_item = item
+                break
+            # 备用：使用 mix_name 匹配
+            elif mix_name and item.get("mix_name") == mix_name:
+                drama_item = item
+                # 继续查找，看是否有 mix_id 匹配的
+        
+        if not drama_item:
+            return jsonify({
+                "success": False,
+                "message": f"未找到短剧: {mix_name or mix_id}"
+            })
+        
+        comments_summary = drama_item.get("comments_summary", "")
+        
+        if not comments_summary:
+            return jsonify({
+                "success": False,
+                "message": "该短剧暂无评论总结"
+            })
+        
+        return jsonify({
+            "success": True,
+            "data": {
+                "mix_id": drama_item.get("mix_id"),
+                "mix_name": drama_item.get("mix_name"),
+                "date": date_str,
+                "comments_summary": comments_summary
+            }
+        })
+        
+    except Exception as e:
+        logging.error(f"获取评论总结失败: {e}")
+        return jsonify({
+            "success": False,
+            "message": f"获取评论总结失败: {str(e)}"
+        }), 500
+
+
+@rank_bp.route('/clear_comments_summary', methods=['POST'])
+def clear_comments_summary():
+    """清空短剧的评论总结（优先使用 mix_id）"""
+    try:
+        data = request.get_json()
+        mix_id = data.get('mix_id')
+        mix_name = data.get('mix_name')
+        date_str = data.get('date')
+        
+        if not mix_id and not mix_name:
+            return jsonify({"success": False, "message": "缺少必需参数 mix_id 或 mix_name"})
+        
+        if not date_str:
+            from datetime import date
+            date_str = date.today().strftime('%Y-%m-%d')
+        
+        # 从 Ranking_storage 获取榜单数据
+        ranking_doc = collection.find_one({
+            "date": date_str,
+            "type": "comprehensive"
+        }, sort=[("created_at", -1)])
+        
+        if not ranking_doc:
+            return jsonify({
+                "success": False,
+                "message": f"未找到 {date_str} 的榜单数据"
+            })
+        
+        # 在 data 数组中查找短剧并获取 mix_id
+        data_items = ranking_doc.get("data", [])
+        target_mix_id = None
+        target_mix_name = None
+        
+        for item in data_items:
+            if mix_id and item.get("mix_id") == mix_id:
+                target_mix_id = item.get("mix_id")
+                target_mix_name = item.get("mix_name")
+                break
+            elif mix_name and item.get("mix_name") == mix_name:
+                target_mix_id = item.get("mix_id")
+                target_mix_name = item.get("mix_name")
+        
+        if not target_mix_id and not target_mix_name:
+            return jsonify({
+                "success": False,
+                "message": f"未找到短剧: {mix_name or mix_id}"
+            })
+        
+        # 清空评论总结字段（优先使用 mix_id）
+        if target_mix_id:
+            result = collection.update_many(
+                {
+                    "date": date_str,
+                    "type": "comprehensive",
+                    "data.mix_id": target_mix_id
+                },
+                {
+                    "$set": {
+                        "data.$[elem].comments_summary": ""
+                    }
+                },
+                array_filters=[{"elem.mix_id": target_mix_id}]
+            )
+        else:
+            # 备用：使用 mix_name
+            result = collection.update_many(
+                {
+                    "date": date_str,
+                    "type": "comprehensive",
+                    "data.mix_name": target_mix_name
+                },
+                {
+                    "$set": {
+                        "data.$[elem].comments_summary": ""
+                    }
+                },
+                array_filters=[{"elem.mix_name": target_mix_name}]
+            )
+        
+        # 同时清空 Rankings_management 中的评论总结
+        management_result = None
+        if target_mix_id:
+            management_result = rankings_management_collection.update_one(
+                {"mix_id": target_mix_id},
+                {"$set": {"comments_summary": ""}}
+            )
+        elif target_mix_name:
+            management_result = rankings_management_collection.update_one(
+                {"mix_name": target_mix_name},
+                {"$set": {"comments_summary": ""}}
+            )
+        
+        if result.modified_count > 0 or (management_result and management_result.modified_count > 0):
+            return jsonify({
+                "success": True,
+                "message": f"已清空短剧 {target_mix_name} 的评论总结（Ranking_storage: {result.modified_count}, Rankings_management: {management_result.modified_count if management_result else 0}）",
+                "modified_count": result.modified_count
+            })
+        else:
+            return jsonify({
+                "success": False,
+                "message": "未找到需要清空的评论总结"
+            })
+        
+    except Exception as e:
+        logging.error(f"清空评论总结失败: {e}")
+        return jsonify({
+            "success": False,
+            "message": f"清空评论总结失败: {str(e)}"
+        }), 500
+
+
+@rank_bp.route('/drama/<drama_id>')
+def get_drama_detail_by_id(drama_id):
+    """
+    根据短剧ID获取详细信息（用于详情页）
+    支持通过 mix_id 或 _id 查询
+    """
+    try:
+        # 获取日期参数（可选）
+        date_str = request.args.get('date')
+        if not date_str:
+            date_str = datetime.now().date().strftime("%Y-%m-%d")
+        
+        # 首先尝试从 Ranking_storage 中查找
+        ranking_doc = collection.find_one({
+            "date": date_str,
+            "type": "comprehensive"
+        }, sort=[("calculation_sequence", -1)])
+        
+        drama_data = None
+        
+        if ranking_doc and "data" in ranking_doc:
+            # 在 data 数组中查找匹配的短剧
+            for item in ranking_doc.get("data", []):
+                if item.get("mix_id") == drama_id or str(item.get("_id")) == drama_id:
+                    drama_data = item
+                    break
+        
+        # 如果在 Ranking_storage 中没找到，尝试从 Rankings_management 查找
+        if not drama_data:
+            from bson import ObjectId
+            try:
+                mgmt_doc = rankings_management_collection.find_one({"mix_id": drama_id})
+                if not mgmt_doc:
+                    mgmt_doc = rankings_management_collection.find_one({"_id": ObjectId(drama_id)})
+                if mgmt_doc:
+                    drama_data = mgmt_doc
+            except:
+                pass
+        
+        if not drama_data:
+            return jsonify({
+                "success": False,
+                "message": f"未找到短剧: {drama_id}"
+            })
+        
+        # 格式化数据（format_mix_item已经包含了所有新字段）
+        formatted_data = format_mix_item(drama_data, date_str)
+        
+        return jsonify({
+            "success": True,
+            "data": formatted_data,
+            "update_time": datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        })
+        
+    except Exception as e:
+        logging.error(f"获取短剧详情失败: {e}")
+        return jsonify({
+            "success": False,
+            "message": f"获取短剧详情失败: {str(e)}"
+        })

frontend/src/AdminPanel.vue

@@ -19,6 +19,8 @@ const editForm = reactive({
   series_author: '',
   Manufacturing_Field: '',
   Copyright_field: '',
+  classification_type: '',  // 新增：女频/玄等
+  release_date: '',  // 新增：上线日期
   play_vv: 0,
   total_likes_formatted: '',
   cover_image_url: '',
@@ -30,11 +32,14 @@ const editForm = reactive({
   // 分类字段
   isNovel: false,
   isAnime: false,
-  isDrama: false
+  isDrama: false,
+  // 评论总结字段
+  comments_summary: ''
 })
 
 // API基础URL
-const API_BASE_URL = 'http://159.75.150.210:8443/api'
+// const API_BASE_URL = 'http://159.75.150.210:8443/api'  // 远程服务器
+const API_BASE_URL = 'http://localhost:8443/api'  // 本地服务器
 
 // 格式化播放量
 const formatPlayCount = (count) => {
@@ -113,6 +118,8 @@ const editItem = async (item) => {
   editForm.series_author = item.series_author || ''
   editForm.Manufacturing_Field = item.Manufacturing_Field || ''
   editForm.Copyright_field = item.Copyright_field || ''
+  editForm.classification_type = item.classification_type || ''  // 新增
+  editForm.release_date = item.release_date || ''  // 新增
   editForm.play_vv = item.play_vv || 0
   editForm.total_likes_formatted = item.total_likes_formatted || ''
   editForm.cover_image_url = item.cover_image_url || ''
@@ -121,6 +128,7 @@ const editItem = async (item) => {
     play_vv_change: item.timeline_data?.play_vv_change || 0,
     play_vv_change_rate: item.timeline_data?.play_vv_change_rate || 0
   }
+  editForm.comments_summary = item.comments_summary || ''
   
   // 加载分类状态（优先使用 mix_id，兼容 mix_name）
   await loadClassificationStatus(item.mix_id, item.mix_name)
@@ -203,6 +211,39 @@ const updateClassification = async (classificationType, isChecked) => {
   }
 }
 
+// 清空评论总结（优先使用 mix_id）
+const clearCommentsSummary = async () => {
+  if (!confirm('确定要清空评论总结吗？清空后下次定时任务会重新生成。')) {
+    return
+  }
+  
+  try {
+    const today = new Date().toISOString().split('T')[0]
+    const requestData = {
+      date: today
+    }
+    
+    // 优先使用 mix_id，备用 mix_name
+    if (editForm.mix_id) {
+      requestData.mix_id = editForm.mix_id
+    } else {
+      requestData.mix_name = editForm.mix_name
+    }
+    
+    const response = await axios.post(`${API_BASE_URL}/rank/clear_comments_summary`, requestData)
+    
+    if (response.data.success) {
+      editForm.comments_summary = ''
+      alert('评论总结已清空')
+    } else {
+      alert(`清空失败: ${response.data.message}`)
+    }
+  } catch (error) {
+    console.error('清空评论总结失败:', error)
+    alert('清空评论总结失败，请检查网络连接')
+  }
+}
+
 // 删除项目
 const deleteItem = async (item) => {
   if (!confirm(`确定要删除 "${item.title || item.mix_name}" 吗？`)) {
@@ -246,11 +287,14 @@ const saveEdit = async () => {
       series_author: editForm.series_author,
       Manufacturing_Field: editForm.Manufacturing_Field,
       Copyright_field: editForm.Copyright_field,
+      classification_type: editForm.classification_type,
+      release_date: editForm.release_date,
       play_vv: editForm.play_vv,
       total_likes_formatted: editForm.total_likes_formatted,
       cover_image_url: editForm.cover_image_url,
       cover_backup_urls: editForm.cover_backup_urls,
-      timeline_data: editForm.timeline_data
+      timeline_data: editForm.timeline_data,
+      comments_summary: editForm.comments_summary
     }
     
     // 调用后端API更新数据
@@ -416,14 +460,26 @@ onMounted(() => {
           </div>
 
           <div class="form-section">
-            <h4 class="section-title">制作信息</h4>
+            <h4 class="section-title">制作信息（锁定字段）</h4>
-            <div class="form-group">
-              <label>承制方：</label>
-              <input v-model="editForm.Manufacturing_Field" type="text" class="form-input" placeholder="请输入承制方" />
-            </div>
             <div class="form-group">
               <label>版权方：</label>
-              <input v-model="editForm.Copyright_field" type="text" class="form-input" placeholder="请输入版权方" />
+              <input v-model="editForm.Copyright_field" type="text" class="form-input" placeholder="请输入版权方（填写后锁定）" />
+            </div>
+            <div class="form-group">
+              <label>承制方：</label>
+              <input v-model="editForm.Manufacturing_Field" type="text" class="form-input" placeholder="请输入承制方（填写后锁定）" />
+            </div>
+          </div>
+
+          <div class="form-section">
+            <h4 class="section-title">短剧详细信息（锁定字段）</h4>
+            <div class="form-group">
+              <label>类型/元素（女频/玄等）：</label>
+              <input v-model="editForm.classification_type" type="text" class="form-input" placeholder="如：女频/现代（填写后锁定）" />
+            </div>
+            <div class="form-group">
+              <label>上线日期：</label>
+              <input v-model="editForm.release_date" type="text" class="form-input" placeholder="如：2025年1月1日（填写后锁定）" />
             </div>
           </div>
 
@@ -467,6 +523,29 @@ onMounted(() => {
             </div>
           </div>
 
+          <!-- 评论总结区域 -->
+          <div class="form-section">
+            <h4 class="section-title">评论总结</h4>
+            <div class="form-group">
+              <label>评论总结内容：</label>
+              <textarea 
+                v-model="editForm.comments_summary" 
+                class="form-input" 
+                rows="6" 
+                placeholder="评论总结内容（可手动编辑或由系统自动生成）"
+                style="resize: vertical;"
+              ></textarea>
+              <button 
+                v-if="editForm.comments_summary"
+                class="btn btn-sm btn-delete" 
+                @click="clearCommentsSummary"
+                style="margin-top: 8px;"
+              >
+                清空评论总结
+              </button>
+            </div>
+          </div>
+
           <div class="form-section">
             <h4 class="section-title">其他信息</h4>
             <div class="form-group">

frontend/src/App.vue

@@ -17,6 +17,10 @@ const updateTime = ref('') // 添加更新时间字段
 const showDatePicker = ref(false) // 控制日期选择器显示
 const dateOptions = ref([]) // 日期选项列表
 const selectedCategory = ref('all') // 当前选中的分类
+const showCommentsSummary = ref(false) // 控制评论总结弹窗显示
+const currentCommentsSummary = ref('') // 当前显示的评论总结
+const currentDramaName = ref('') // 当前短剧名称
+const currentDramaMixId = ref('') // 当前短剧ID
 
 // 初始化日期为今天
 const initDate = () => {
@@ -77,7 +81,8 @@ const fetchRankingData = async () => {
       params.classification_type = selectedCategory.value
     }
     
-    const response = await axios.get('http://159.75.150.210:8443/api/rank/videos', {
+    // const response = await axios.get('http://159.75.150.210:8443/api/rank/videos', {  // 远程服务器
+    const response = await axios.get('http://localhost:8443/api/rank/videos', {  // 本地服务器
       params: params
     })
     
@@ -257,6 +262,33 @@ const getRankBadgeClass = (rank) => {
 //   router.push('/admin')
 // }
 
+// 获取评论总结（优先使用 mix_id）- 改为直接跳转到详情页
+const fetchCommentsSummary = async (item, event) => {
+  // 阻止事件冒泡，避免触发卡片点击
+  if (event) {
+    event.stopPropagation()
+  }
+  
+  // 直接跳转到详情页，并定位到评论区域
+  const dramaId = item.mix_id || item._id
+  router.push(`/drama/${dramaId}#comments`)
+}
+
+// 关闭评论总结弹窗
+const closeCommentsSummary = () => {
+  showCommentsSummary.value = false
+  currentCommentsSummary.value = ''
+  currentDramaName.value = ''
+  currentDramaMixId.value = ''
+}
+
+// 跳转到短剧详情页
+const goToDramaDetail = (item) => {
+  // 使用 mix_id 作为路由参数
+  const dramaId = item.mix_id || item._id
+  router.push(`/drama/${dramaId}`)
+}
+
 // 页面加载时初始化
 onMounted(() => {
   initDate()
@@ -331,6 +363,7 @@ onMounted(() => {
             v-for="(item, index) in rankingData" 
             :key="item._id || index"
             class="ranking-item"
+            @click="goToDramaDetail(item)"
           >
             <!-- 排名标识 -->
             <div class="rank-badge" :class="getRankBadgeClass(index + 1)">
@@ -381,9 +414,21 @@ onMounted(() => {
 
             <!-- 增长数据 -->
             <div class="growth-section">
+              <div>
                 <img src="./images/热度icon.svg" alt="热度" class="growth-icon" />
                 <span class="growth-value">{{ formatGrowth(item) || '300W' }}</span>
               </div>
+              
+              <!-- 评论总结按钮 - 只有当有评论总结时才显示 -->
+              <button 
+                v-if="item.comments_summary"
+                class="comments-summary-btn" 
+                @click="fetchCommentsSummary(item, $event)"
+                title="查看用户评论AI总结"
+              >
+                用户评论总结
+              </button>
+            </div>
           </div>
 
           <!-- 空状态 -->
@@ -414,6 +459,7 @@ onMounted(() => {
           </div>
         </div>
       </div>
+
     </div>
     
     
@@ -612,6 +658,12 @@ onMounted(() => {
   gap: 12px;
   position: relative;
   border-bottom: 1px solid #E1E3E5;
+  cursor: pointer;
+  transition: background-color 0.2s ease;
+}
+
+.ranking-item:hover {
+  background-color: #f8f9fa;
 }
 
 /* 排名徽章 */
@@ -742,10 +794,18 @@ onMounted(() => {
 /* 增长数据 */
 .growth-section {
   display: flex;
-  align-items: center;
+  flex-direction: column;
-  gap: 4px;
+  align-items: flex-start;
+  gap: 2px;
   flex-shrink: 0;
   min-width: 60px;
+  justify-content: flex-end;
+}
+
+.growth-section > div:first-child {
+  display: flex;
+  align-items: center;
+  gap: 4px;
 }
 
 .growth-icon {
@@ -876,6 +936,27 @@ onMounted(() => {
   color: rgba(255, 255, 255, 0.8);
 }
 
+/* 评论总结按钮样式 */
+.comments-summary-btn {
+  background: none;
+  border: none;
+  color: #333;
+  font-size: 10px;
+  cursor: pointer;
+  padding: 0;
+  margin-top: 78px;
+  display: block;
+  text-align: left;
+  transition: color 0.2s ease;
+  white-space: nowrap;
+}
+
+.comments-summary-btn:hover {
+  color: #666;
+  text-decoration: underline;
+}
+
+
 /* 响应式设计 */
 @media (max-width: 480px) {
   .main-container {

frontend/src/DramaDetail.vue

@@ -0,0 +1,581 @@
+<script setup>
+import { ref, onMounted, nextTick } from 'vue'
+import { useRouter, useRoute } from 'vue-router'
+import axios from 'axios'
+
+const router = useRouter()
+const route = useRoute()
+
+// 响应式数据
+const isExpanded = ref(false)
+const loading = ref(false)
+const dramaData = ref({
+  title: '',
+  mix_name: '',
+  mix_id: '',
+  classification_type: '',  // 女频/玄等
+  episodes: '',
+  release_date: '',  // 上线日期
+  cover_image_url: '',
+  desc: '',  // 剧情介绍（使用desc字段）
+  Copyright_field: '',  // 版权方
+  Manufacturing_Field: '',  // 承制方
+  comments_summary: ''  // 用户评论总结
+})
+
+// API基础URL
+const API_BASE_URL = 'http://localhost:8443/api'  // 本地服务器
+
+// 返回上一页
+const goBack = () => {
+  router.back()
+}
+
+// 切换展开/收起
+const toggleExpanded = () => {
+  isExpanded.value = !isExpanded.value
+}
+
+// 处理带【】格式的评论总结，返回HTML
+const formatCommentsSummary = (text, spacing = 1) => {
+  if (!text) return ''
+  
+  // 简单方法：将【】加粗，然后在每个【前面加间距
+  let result = text.replace(/【([^】]+)】/g, '<strong>【$1】</strong>')
+  
+  // 使用margin-top来精确控制间距（支持小数）
+  const spacingPx = spacing * 10 // spacing=1.5 -> 15px
+  
+  // 在每个【前面添加带margin的div（除了第一个）
+  let isFirst = true
+  result = result.replace(/(<strong>【)/g, (match) => {
+    if (isFirst) {
+      isFirst = false
+      return match
+    }
+    return `<div style="margin-top: ${spacingPx}px">${match}`
+  })
+  
+  // 为每个添加了开始div的地方添加结束div
+  const parts = result.split(/(<div style="margin-top: \d+px">)/)
+  let finalResult = ''
+  for (let i = 0; i < parts.length; i++) {
+    if (parts[i].includes('margin-top')) {
+      finalResult += parts[i]
+      if (i + 1 < parts.length) {
+        finalResult += parts[i + 1] + '</div>'
+        i++ // 跳过下一个part
+      }
+    } else {
+      finalResult += parts[i]
+    }
+  }
+  
+  return finalResult
+}
+
+// 获取短剧详细信息
+const fetchDramaDetail = async (dramaId) => {
+  loading.value = true
+  try {
+    const response = await axios.get(`${API_BASE_URL}/rank/drama/${dramaId}`)
+    
+    if (response.data.success) {
+      const data = response.data.data
+      dramaData.value = {
+        title: data.mix_name || data.title || '',
+        mix_name: data.mix_name || '',
+        mix_id: data.mix_id || '',
+        classification_type: data.classification_type || '',
+        episodes: data.updated_to_episode ? `${data.updated_to_episode}集` : '',
+        release_date: data.release_date || '',
+        cover_image_url: data.cover_image_url || '',
+        desc: data.desc || '',  // 使用desc字段作为剧情介绍
+        Copyright_field: data.Copyright_field || '',
+        Manufacturing_Field: data.Manufacturing_Field || '',
+        comments_summary: data.comments_summary || '',
+        series_author: data.series_author || ''
+      }
+      
+      // 如果URL中有hash参数，滚动到对应位置
+      if (route.hash) {
+        await nextTick()
+        const element = document.querySelector(route.hash)
+        if (element) {
+          element.scrollIntoView({ behavior: 'smooth', block: 'start' })
+        }
+      }
+    } else {
+      console.error('获取短剧详情失败:', response.data.message)
+    }
+  } catch (error) {
+    console.error('API调用失败:', error)
+  } finally {
+    loading.value = false
+  }
+}
+
+// 页面加载时获取短剧数据
+onMounted(() => {
+  // 从路由参数获取短剧ID
+  const dramaId = route.params.id
+  console.log('短剧详情页，ID:', dramaId)
+  
+  if (dramaId) {
+    fetchDramaDetail(dramaId)
+  }
+})
+</script>
+
+<template>
+  <div class="page">
+    <div class="card">
+      <!-- 顶部导航栏 -->
+      <div class="header">
+        <button class="icon-button" @click="goBack">
+          <svg viewBox="0 0 24 24" width="24" height="24" stroke="currentColor" fill="none" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+            <polyline points="15 18 9 12 15 6" />
+          </svg>
+        </button>
+        <p class="title-header">短剧详情</p>
+        <div class="header-spacer" />
+      </div>
+
+      <!-- 内容区域 -->
+      <div class="content">
+        <!-- 加载状态 -->
+        <div v-if="loading" class="loading">
+          <div class="loading-spinner"></div>
+          <p>加载中...</p>
+        </div>
+
+        <!-- 短剧基本信息 -->
+        <div v-else class="block">
+          <div class="drama-info">
+            <div class="cover">
+              <img
+                :src="dramaData.cover_image_url || '/placeholder-poster.svg'"
+                :alt="dramaData.title"
+                class="cover-img"
+              />
+            </div>
+            <div class="info">
+              <div class="title-row">
+                <p class="title">{{ dramaData.title || '短剧名称' }}</p>
+              </div>
+              <p class="small-text">
+                <span class="field-label">类型/元素：</span>
+                <span class="field-value">{{ dramaData.classification_type || '' }}</span>
+              </p>
+              <p class="small-text">
+                <span class="field-label">集数：</span>
+                <span class="field-value">{{ dramaData.episodes || '' }}</span>
+              </p>
+              <p class="small-text">
+                <span class="field-label">上线日期：</span>
+                <span class="field-value">{{ dramaData.release_date || '' }}</span>
+              </p>
+            </div>
+          </div>
+
+          <!-- 短剧介绍 -->
+          <div class="description">
+            <p class="description-label">剧情介绍：</p>
+            <p class="description-text" v-if="dramaData.desc">
+              {{ isExpanded ? dramaData.desc : (dramaData.desc.length > 100 ? dramaData.desc.substring(0, 100) + '...' : dramaData.desc) }}
+            </p>
+            <p class="description-text description-empty" v-else></p>
+            <button v-if="dramaData.desc && dramaData.desc.length > 100" class="toggle-btn" @click="toggleExpanded">
+              {{ isExpanded ? '收起' : '展开' }}
+            </button>
+          </div>
+        </div>
+
+        <!-- 关联方信息 -->
+        <div v-if="!loading" class="block">
+          <p class="section-title">关联方</p>
+          
+          <div class="assoc-group">
+            <p class="label">版权方</p>
+            <div class="assoc-row">
+              <div>
+                <span v-if="dramaData.Copyright_field" class="chip-blue">{{ dramaData.Copyright_field }}</span>
+                <span v-else class="chip-empty"></span>
+              </div>
+              <p class="claim">我要认领</p>
+            </div>
+          </div>
+
+          <div class="assoc-group">
+            <p class="label">承制方</p>
+            <div class="assoc-row">
+              <div>
+                <span v-if="dramaData.Manufacturing_Field" class="chip-red">{{ dramaData.Manufacturing_Field }}</span>
+                <span v-else class="chip-empty"></span>
+              </div>
+              <p class="claim">我要认领</p>
+            </div>
+          </div>
+        </div>
+
+        <!-- 用户评论 -->
+        <div v-if="!loading" id="comments" class="block">
+          <p class="section-title-sm">抖音用户整体评论</p>
+          <div class="comment-row">
+            <img
+              src="https://oss.xintiao85.com/story/materials/image/6912ff82dc05328e25f9442c/1762926632_cfc62d9f.png"
+              alt="用户评论"
+              class="avatar"
+            />
+            <div class="comment-text" v-if="dramaData.comments_summary" v-html="formatCommentsSummary(dramaData.comments_summary, 1.5)"></div>
+            <p class="comment-text comment-empty" v-else></p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</template>
+
+<style scoped>
+* {
+  box-sizing: border-box;
+}
+
+.page {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  background: #ebedf2;
+  padding: 14px;
+  min-height: 100vh;
+}
+
+.card {
+  display: flex;
+  flex-direction: column;
+  border-radius: 16px;
+  overflow: hidden;
+  background: #f3f4f6;
+  box-shadow: 0 6px 20px rgba(0, 0, 0, 0.08);
+  width: 100%;
+  max-width: 448px;
+}
+
+.header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  background: #ffffff;
+  padding: 12px 16px;
+}
+
+.icon-button {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  padding: 4px;
+  color: #111827;
+  background: none;
+  border: none;
+  cursor: pointer;
+  transition: opacity 0.2s;
+}
+
+.icon-button:hover {
+  opacity: 0.7;
+}
+
+.icon-button-sm {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  padding: 4px;
+  background: none;
+  border: none;
+  cursor: pointer;
+  transition: opacity 0.2s;
+}
+
+.icon-button-sm:hover {
+  opacity: 0.7;
+}
+
+.title-header {
+  color: #1f2937;
+  font-size: 16px;
+  font-weight: 600;
+  margin: 0;
+}
+
+.header-spacer {
+  width: 24px;
+  height: 24px;
+}
+
+.content {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+  padding: 16px;
+}
+
+.block {
+  background: #ffffff;
+  border-radius: 12px;
+  padding: 20px;
+}
+
+.drama-info {
+  display: flex;
+  gap: 16px;
+  margin-bottom: 0;
+}
+
+.cover {
+  width: 84px;
+  height: 112px;
+  border-radius: 8px;
+  overflow: hidden;
+  background: #fce7f3;
+  flex-shrink: 0;
+}
+
+.cover-img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+}
+
+.info {
+  flex: 1;
+}
+
+.title-row {
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  margin-bottom: 26px;
+}
+
+.title {
+  color: #111827;
+  font-size: 18px;
+  font-weight: 600;
+  margin: 0;
+}
+
+.small-text {
+  font-size: 12px;
+  color: #6b7280;
+  margin: 8px 0;
+}
+
+.description {
+  display: flex;
+  flex-direction: column;
+  margin-top: 16px;
+}
+
+.description-text {
+  color: #4b5563;
+  font-size: 14px;
+  margin-bottom: 6px;
+  line-height: 1.6;
+}
+
+.description-empty {
+  color: #9ca3af;
+  min-height: 20px;
+}
+
+.toggle-btn {
+  color: #3b82f6;
+  font-size: 12px;
+  background: transparent;
+  border: none;
+  padding: 0;
+  cursor: pointer;
+  text-align: left;
+  transition: opacity 0.2s;
+}
+
+.toggle-btn:hover {
+  opacity: 0.7;
+}
+
+.section-title {
+  color: #111827;
+  font-size: 18px;
+  font-weight: 600;
+  margin: 0 0 16px 0;
+  padding-bottom: 12px;
+  border-bottom: 1px solid #e5e7eb;
+}
+
+.assoc-group {
+  margin-bottom: 16px;
+}
+
+.assoc-group:last-child {
+  margin-bottom: 0;
+}
+
+.assoc-row {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  margin-top: 8px;
+}
+
+.label {
+  color: #374151;
+  font-size: 14px;
+  margin: 0 0 0 0;
+}
+
+.claim {
+  color: #ef4444;
+  font-size: 14px;
+  margin: 0;
+  cursor: pointer;
+  transition: opacity 0.2s;
+}
+
+.claim:hover {
+  opacity: 0.7;
+}
+
+.chip-blue {
+  display: inline-block;
+  padding: 6px 14px;
+  border-radius: 8px;
+  background: #eff6ff;
+  color: #2563eb;
+  font-size: 14px;
+}
+
+.chip-red {
+  display: inline-block;
+  padding: 6px 14px;
+  border-radius: 8px;
+  background: #fef2f2;
+  color: #dc2626;
+  font-size: 14px;
+}
+
+.chip-green {
+  display: inline-block;
+  padding: 6px 14px;
+  border-radius: 8px;
+  background: #ecfdf5;
+  color: #059669;
+  font-size: 14px;
+}
+
+.section-title-sm {
+  color: #1f2937;
+  font-size: 14px;
+  font-weight: 600;
+  margin: 0 0 12px 0;
+  padding: 16px 0 12px 0;
+  border-bottom: 1px solid #e5e7eb;
+}
+
+.qr-box {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  width: 128px;
+  height: 128px;
+  margin: 0 auto;
+  border: 1px solid #d1d5db;
+  border-radius: 8px;
+  overflow: hidden;
+}
+
+.qr-img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+}
+
+.comment-row {
+  display: flex;
+  gap: 12px;
+}
+
+.avatar {
+  width: 32px;
+  height: 32px;
+  border-radius: 6px;
+  object-fit: cover;
+  flex-shrink: 0;
+}
+
+.comment-text {
+  font-size: 13px;
+  color: #4b5563;
+  margin: 0;
+  line-height: 2;
+}
+
+.comment-text strong {
+  font-weight: 600;
+  color: #1f2937;
+}
+
+.comment-empty {
+  color: #9ca3af;
+  font-style: italic;
+}
+
+.chip-empty {
+  display: inline-block;
+  padding: 4px 10px;
+  border-radius: 8px;
+  background: #f3f4f6;
+  color: #9ca3af;
+  font-size: 14px;
+}
+
+.description-label {
+  color: #374151;
+  font-size: 14px;
+  font-weight: 600;
+  margin: 0 0 8px 0;
+}
+
+/* 加载状态 */
+.loading {
+  text-align: center;
+  padding: 40px 20px;
+  color: #666;
+}
+
+.loading-spinner {
+  width: 40px;
+  height: 40px;
+  border: 4px solid #f3f3f3;
+  border-top: 4px solid #4a90e2;
+  border-radius: 50%;
+  animation: spin 1s linear infinite;
+  margin: 0 auto 20px;
+}
+
+@keyframes spin {
+  0% { transform: rotate(0deg); }
+  100% { transform: rotate(360deg); }
+}
+
+/* 响应式设计 */
+@media (max-width: 480px) {
+  .page {
+    padding: 0;
+  }
+
+  .card {
+    max-width: 100%;
+    border-radius: 0;
+  }
+}
+</style>

frontend/src/router/index.js

@@ -1,11 +1,17 @@
 import { createRouter, createWebHistory } from 'vue-router'
 import AdminPanel from '../AdminPanel.vue'
+import DramaDetail from '../DramaDetail.vue'
 
 const routes = [
   {
     path: '/admin',
     name: 'Admin',
     component: AdminPanel
+  },
+  {
+    path: '/drama/:id',
+    name: 'DramaDetail',
+    component: DramaDetail
   }
 ]