commit;

src/app.py

@@ -505,15 +505,9 @@ def run_chip_distribution_collection():
         #     tushare_token=TUSHARE_TOKEN,
         #     mode='full'
         # )
-        collect_chip_distribution(db_url=db_url, tushare_token=TUSHARE_TOKEN, mode='full',
-                                  start_date='2020-01-02', end_date='2020-12-31')
-        # collect_chip_distribution(
-        #     db_url=db_url,
-        #     tushare_token=TUSHARE_TOKEN,
-        #     mode='daily',  # 每日增量采集
-        #     date=today,
-        #     batch_size=100  # 每100只股票批量入库一次
-        # )
+        # collect_chip_distribution(db_url=db_url, tushare_token=TUSHARE_TOKEN, mode='full',
+        #                           start_date='2025-12-10', end_date='2025-12-30')
+        collect_chip_distribution(db_url, TUSHARE_TOKEN, mode='daily')
         
         logger.info("每日筹码分布数据采集完成（Tushare）")
         return jsonify({
@@ -3834,8 +3828,12 @@ def run_tech_fundamental_strategy_batch():
         start_date = request.args.get('start_date') or (request.get_json() if request.is_json else {}).get('start_date')
         end_date = request.args.get('end_date') or (request.get_json() if request.is_json else {}).get('end_date')
         
-        if not start_date or not end_date:
-            return jsonify({"status": "error", "message": "缺少参数: start_date 和 end_date"}), 400
+        # 如果未传入日期，默认使用当天日期
+        today = datetime.now().strftime('%Y-%m-%d')
+        if not start_date:
+            start_date = today
+        if not end_date:
+            end_date = today
         
         # 验证日期
         start_dt = datetime.strptime(start_date, '%Y-%m-%d')
@@ -4130,6 +4128,75 @@ def delete_tag_relation():
         }), 500
 
 
+@app.route('/api/tag/clear_tags', methods=['POST'])
+def clear_tags():
+    """清空 MongoDB 中的行业/概念标签及其标签-股票中间关系（不动Redis队列、不删分析结果、保留其他标签类型）"""
+    try:
+        if tag_relation_api is None:
+            return jsonify({
+                "status": "error",
+                "message": "标签关联分析API未初始化"
+            }), 500
+        
+        result = tag_relation_api.clear_all_tags_and_relations()
+        
+        if result.get("success"):
+            return jsonify({
+                "status": "success",
+                "data": result
+            })
+        else:
+            return jsonify({
+                "status": "error",
+                "message": result.get("error", "清空失败"),
+                "data": result
+            }), 500
+    except Exception as e:
+        logger.error(f"清空标签失败: {str(e)}", exc_info=True)
+        return jsonify({
+            "status": "error",
+            "message": f"清空标签失败: {str(e)}"
+        }), 500
+
+
+@app.route('/api/tag/init_from_mysql', methods=['POST'])
+def init_tags_from_mysql():
+    """从MySQL的行业/概念表初始化标签及其与个股的关系到MongoDB（无参数版）"""
+    try:
+        # 检查API是否初始化成功
+        if tag_relation_api is None:
+            return jsonify({
+                "status": "error",
+                "message": "标签关联分析API未初始化"
+            }), 500
+        
+        # 直接全量初始化：行业+概念，覆盖已有关联
+        result = tag_relation_api.init_tags_from_mysql(
+            include_hybk=True,
+            include_gnbk=True,
+            overwrite_relations=True
+        )
+        
+        if result.get('success'):
+            return jsonify({
+                "status": "success",
+                "data": result
+            })
+        else:
+            return jsonify({
+                "status": "error",
+                "message": "初始化存在错误，请查看errors字段",
+                "data": result
+            }), 500
+    
+    except Exception as e:
+        logger.error(f"初始化标签失败: {str(e)}", exc_info=True)
+        return jsonify({
+            "status": "error",
+            "message": f"初始化标签失败: {str(e)}"
+        }), 500
+
+
 if __name__ == '__main__':
 
     # 启动Web服务器

src/stock_tag_analysis/tag_relation_api.py

@@ -373,6 +373,165 @@ class TagRelationAPI:
             logger.error(f"查询gp_gnbk失败: {str(e)}")
             return []
     
+    def init_tags_from_mysql(
+        self,
+        include_hybk: bool = True,
+        include_gnbk: bool = True,
+        overwrite_relations: bool = True
+    ) -> Dict[str, Any]:
+        """从MySQL的行业/概念表初始化标签及其与个股的关联关系到MongoDB
+        
+        Args:
+            include_hybk: 是否初始化行业标签（gp_hybk）
+            include_gnbk: 是否初始化概念标签（gp_gnbk）
+            overwrite_relations: 是否覆盖已有的标签-个股关联关系
+        
+        Returns:
+            Dict[str, Any]: 初始化统计结果
+        """
+        stats = {
+            "success": True,
+            "hybk": {
+                "tag_count": 0,
+                "relation_count": 0
+            },
+            "gnbk": {
+                "tag_count": 0,
+                "relation_count": 0
+            },
+            "errors": []
+        }
+        
+        try:
+            if include_hybk:
+                try:
+                    logger.info("开始从 gp_hybk 初始化行业标签及关联关系")
+                    sql = """
+                    SELECT bk_name, gp_code
+                    FROM gp_hybk
+                    WHERE bk_name IS NOT NULL
+                    AND gp_code IS NOT NULL
+                    """
+                    with self.mysql_engine.connect() as conn:
+                        result = conn.execute(text(sql))
+                        rows = result.fetchall()
+                    
+                    # 聚合为 {tag_name: set(gp_code)}
+                    tag_stocks_map: Dict[str, set] = {}
+                    for bk_name, gp_code in rows:
+                        if not bk_name or not gp_code:
+                            continue
+                        tag_stocks_map.setdefault(bk_name, set()).add(gp_code)
+                    
+                    for tag_name, stock_codes in tag_stocks_map.items():
+                        try:
+                            # 过滤有效股票（转为 gp_code_two）
+                            valid_stocks = self._filter_valid_stocks(list(stock_codes))
+                            if not valid_stocks:
+                                logger.info(f"行业标签'{tag_name}'过滤后无有效股票，跳过")
+                                continue
+                            
+                            tag_data = {
+                                'tag_name': tag_name,
+                                'tag_type': '行业标签',
+                                'status': 'completed',
+                                'progress': 100.0,
+                                'source': 'hybk'
+                            }
+                            tag_code = self.service.database.save_tag(tag_data)
+                            if not tag_code:
+                                logger.warning(f"行业标签'{tag_name}'保存失败，跳过")
+                                continue
+                            
+                            # 保存关联关系
+                            self.service.database.save_tag_stock_relations(
+                                tag_code,
+                                valid_stocks,
+                                replace_all=overwrite_relations
+                            )
+                            
+                            stats["hybk"]["tag_count"] += 1
+                            stats["hybk"]["relation_count"] += len(valid_stocks)
+                        except Exception as e:
+                            err_msg = f"初始化行业标签'{tag_name}'失败: {str(e)}"
+                            logger.error(err_msg, exc_info=True)
+                            stats["errors"].append(err_msg)
+                
+                except Exception as e:
+                    err_msg = f"从 gp_hybk 初始化行业标签失败: {str(e)}"
+                    logger.error(err_msg, exc_info=True)
+                    stats["errors"].append(err_msg)
+                    stats["success"] = False
+            
+            if include_gnbk:
+                try:
+                    logger.info("开始从 gp_gnbk 初始化概念标签及关联关系")
+                    sql = """
+                    SELECT bk_name, gp_code
+                    FROM gp_gnbk
+                    WHERE bk_name IS NOT NULL
+                    AND gp_code IS NOT NULL
+                    """
+                    with self.mysql_engine.connect() as conn:
+                        result = conn.execute(text(sql))
+                        rows = result.fetchall()
+                    
+                    # 聚合为 {tag_name: set(gp_code)}
+                    tag_stocks_map: Dict[str, set] = {}
+                    for bk_name, gp_code in rows:
+                        if not bk_name or not gp_code:
+                            continue
+                        tag_stocks_map.setdefault(bk_name, set()).add(gp_code)
+                    
+                    for tag_name, stock_codes in tag_stocks_map.items():
+                        try:
+                            # 过滤有效股票（转为 gp_code_two）
+                            valid_stocks = self._filter_valid_stocks(list(stock_codes))
+                            if not valid_stocks:
+                                logger.info(f"概念标签'{tag_name}'过滤后无有效股票，跳过")
+                                continue
+                            
+                            tag_data = {
+                                'tag_name': tag_name,
+                                'tag_type': '概念标签',
+                                'status': 'completed',
+                                'progress': 100.0,
+                                'source': 'gnbk'
+                            }
+                            tag_code = self.service.database.save_tag(tag_data)
+                            if not tag_code:
+                                logger.warning(f"概念标签'{tag_name}'保存失败，跳过")
+                                continue
+                            
+                            # 保存关联关系
+                            self.service.database.save_tag_stock_relations(
+                                tag_code,
+                                valid_stocks,
+                                replace_all=overwrite_relations
+                            )
+                            
+                            stats["gnbk"]["tag_count"] += 1
+                            stats["gnbk"]["relation_count"] += len(valid_stocks)
+                        except Exception as e:
+                            err_msg = f"初始化概念标签'{tag_name}'失败: {str(e)}"
+                            logger.error(err_msg, exc_info=True)
+                            stats["errors"].append(err_msg)
+                
+                except Exception as e:
+                    err_msg = f"从 gp_gnbk 初始化概念标签失败: {str(e)}"
+                    logger.error(err_msg, exc_info=True)
+                    stats["errors"].append(err_msg)
+                    stats["success"] = False
+            
+            return stats
+        
+        except Exception as e:
+            err_msg = f"初始化标签失败: {str(e)}"
+            logger.error(err_msg, exc_info=True)
+            stats["success"] = False
+            stats["errors"].append(err_msg)
+            return stats
+    
     def process_tag(
         self,
         tag_name: str,
@@ -952,6 +1111,17 @@ class TagRelationAPI:
                 "error": str(e)
             }
     
+    def clear_all_tags_and_relations(self) -> Dict[str, Any]:
+        """清空 MongoDB 中行业/概念标签及其中间关系（不操作 Redis 队列）"""
+        try:
+            return self.service.database.clear_all_tags_and_relations()
+        except Exception as e:
+            logger.error(f"清空标签及关系失败: {str(e)}", exc_info=True)
+            return {
+                "success": False,
+                "error": str(e)
+            }
+
     def close(self):
         """关闭所有连接"""
         try:

src/stock_tag_analysis/tag_relation_database.py

@@ -5,6 +5,7 @@
 
 import logging
 import pymongo
+from pymongo import ReturnDocument
 from typing import Dict, Any, Optional, List
 from datetime import datetime
 
@@ -47,6 +48,7 @@ class TagRelationDatabase:
         # 标签集合和关联集合
         self.tags_collection = None
         self.tag_stock_relations_collection = None
+        self.counters_collection = None
         
         self.connect_mongodb()
     
@@ -66,6 +68,10 @@ class TagRelationDatabase:
             # 初始化标签集合和关联集合
             self.tags_collection = self.db['stock_pool_tags']  # 股票池标签集合
             self.tag_stock_relations_collection = self.db['tag_stock_relations']
+            self.counters_collection = self.db['counters']
+
+            # 确保索引（唯一约束）
+            self._ensure_indexes()
             
             # 测试连接
             self.mongo_client.admin.command('ping')
@@ -75,6 +81,40 @@ class TagRelationDatabase:
             logger.error(f"MongoDB连接失败: {str(e)}")
             raise
     
+    def _ensure_indexes(self):
+        """为标签集合创建唯一索引，防止 tag_name / tag_code 冲突"""
+        try:
+            # tag_name 唯一
+            self.tags_collection.create_index(
+                [('tag_name', pymongo.ASCENDING)],
+                unique=True,
+                name='idx_tag_name_unique'
+            )
+            # tag_code 唯一
+            self.tags_collection.create_index(
+                [('tag_code', pymongo.ASCENDING)],
+                unique=True,
+                name='idx_tag_code_unique'
+            )
+        except Exception as e:
+            logger.warning(f"创建索引时发生异常: {str(e)}")
+    
+    def _get_next_tag_code(self) -> str:
+        """使用 counters 集合原子递增生成 tag_code"""
+        try:
+            result = self.counters_collection.find_one_and_update(
+                {'_id': 'tag_code'},
+                {'$inc': {'seq': 1}},
+                upsert=True,
+                return_document=ReturnDocument.AFTER
+            )
+            seq = result.get('seq', 1)
+            return str(seq)
+        except Exception as e:
+            logger.error(f"生成tag_code失败: {str(e)}", exc_info=True)
+            # 兜底：使用时间戳
+            return str(int(datetime.now().timestamp() * 1000))
+    
     def save_analysis_result(self, analysis_result: Dict[str, Any]) -> bool:
         """保存分析结果到MongoDB
         
@@ -200,37 +240,47 @@ class TagRelationDatabase:
         """
         try:
             # 检查标签是否已存在（根据tag_name）
-            existing_tag = self.tags_collection.find_one({'tag_name': tag_data.get('tag_name')})
+            tag_name = tag_data.get('tag_name')
+            if not tag_name:
+                logger.warning("标签名称为空，无法保存")
+                return None
+            
+            existing_tag = self.tags_collection.find_one({'tag_name': tag_name})
             
             if existing_tag:
-                # 更新现有标签
                 tag_code = existing_tag.get('tag_code')
+                # 保持原 tag_code，不覆盖 create_time
+                update_data = dict(tag_data)
+                update_data['tag_code'] = tag_code
+                # 避免与 create_time 冲突
+                update_data.pop('create_time', None)
                 self.tags_collection.update_one(
-                    {'tag_name': tag_data.get('tag_name')},
-                    {'$set': tag_data}
+                    {'tag_name': tag_name},
+                    {'$set': update_data}
                 )
-                logger.info(f"更新标签: {tag_data.get('tag_name')}, tag_code: {tag_code}")
+                logger.info(f"更新标签: {tag_name}, tag_code: {tag_code}")
                 return tag_code
             else:
-                # 插入新标签
-                # 如果没有tag_code，生成一个
-                if 'tag_code' not in tag_data or not tag_data.get('tag_code'):
-                    # 生成tag_code：使用当前最大ID+1，或者使用时间戳
-                    max_tag = self.tags_collection.find_one(sort=[("tag_code", -1)])
-                    if max_tag and max_tag.get('tag_code'):
-                        try:
-                            max_id = int(max_tag['tag_code'])
-                            tag_code = str(max_id + 1)
-                        except:
-                            tag_code = str(int(datetime.now().timestamp() * 1000))
-                    else:
-                        tag_code = "1"
-                    tag_data['tag_code'] = tag_code
+                # 生成新的 tag_code（原子递增）
+                tag_code = tag_data.get('tag_code') or self._get_next_tag_code()
+                tag_data = dict(tag_data)
+                # 新增时通过 $setOnInsert 写入 tag_code，避免冲突
+                tag_data.pop('tag_code', None)
+                create_time = tag_data.pop('create_time', datetime.now().isoformat())
                 
-                tag_data['create_time'] = datetime.now().isoformat()
-                result = self.tags_collection.insert_one(tag_data)
-                logger.info(f"插入新标签: {tag_data.get('tag_name')}, tag_code: {tag_data.get('tag_code')}")
-                return tag_data.get('tag_code')
+                self.tags_collection.update_one(
+                    {'tag_name': tag_name},
+                    {
+                        '$set': tag_data,
+                        '$setOnInsert': {
+                            'create_time': create_time,
+                            'tag_code': tag_code
+                        }
+                    },
+                    upsert=True
+                )
+                logger.info(f"插入新标签: {tag_name}, tag_code: {tag_code}")
+                return tag_code
                 
         except Exception as e:
             logger.error(f"保存标签失败: {str(e)}", exc_info=True)
@@ -437,6 +487,41 @@ class TagRelationDatabase:
             result['error'] = str(e)
             return result
     
+    def clear_all_tags_and_relations(self) -> Dict[str, Any]:
+        """清空行业/概念标签及其与个股的中间关系（不动其他标签、不动分析结果/Redis）
+        
+        Returns:
+            Dict[str, Any]: 删除统计
+        """
+        result = {
+            'success': False,
+            'deleted_tags': 0,
+            'deleted_relations': 0,
+            'error': None
+        }
+        try:
+            # 仅删除行业/概念标签
+            tag_filter = {
+                '$or': [
+                    {'source': {'$in': ['hybk', 'gnbk']}},
+                    {'tag_type': {'$in': ['行业标签', '概念标签']}}
+                ]
+            }
+            tags = list(self.tags_collection.find(tag_filter, {'tag_code': 1}))
+            tag_codes = [t.get('tag_code') for t in tags if t.get('tag_code')]
+            
+            tag_res = self.tags_collection.delete_many(tag_filter)
+            rel_res = self.tag_stock_relations_collection.delete_many({'tag_code': {'$in': tag_codes}}) if tag_codes else type("Dummy", (), {"deleted_count": 0})()
+            
+            result['deleted_tags'] = tag_res.deleted_count
+            result['deleted_relations'] = rel_res.deleted_count if hasattr(rel_res, 'deleted_count') else 0
+            result['success'] = True
+            return result
+        except Exception as e:
+            logger.error(f"清空标签及关系失败: {str(e)}", exc_info=True)
+            result['error'] = str(e)
+            return result
+    
     def close_connection(self):
         """关闭数据库连接"""
         try: