develop-0520-reformat-code

pqai_agent/user_manager.py

@@ -30,7 +30,7 @@ class UserManager(abc.ABC):
 
     @abc.abstractmethod
     def get_staff_profile(self, staff_id) -> Dict:
-        #FIXME(zhoutian): 重新设计用户和员工数据管理模型
+        # FIXME(zhoutian): 重新设计用户和员工数据管理模型
         pass
 
     @staticmethod
@@ -42,7 +42,7 @@ class UserManager(abc.ABC):
             "preferred_nickname": "",
             "gender": "未知",
             "age": 0,
-            "region": '',
+            "region": "",
             "interests": [],
             "family_members": {},
             "health_conditions": [],
@@ -51,13 +51,13 @@ class UserManager(abc.ABC):
                 "medication": True,
                 "health": True,
                 "weather": True,
-                "news": False
+                "news": False,
             },
             "interaction_style": "standard",  # standard, verbose, concise
             "interaction_frequency": "medium",  # low, medium, high
             "last_topics": [],
             "created_at": int(time.time() * 1000),
-            "human_intervention_history": []
+            "human_intervention_history": [],
         }
         for key, value in kwargs.items():
             if key in default_profile:
@@ -67,6 +67,7 @@ class UserManager(abc.ABC):
     def list_users(self, **kwargs) -> List[Dict]:
         pass
 
+
 class UserRelationManager(abc.ABC):
     @abc.abstractmethod
     def list_staffs(self):
@@ -88,6 +89,7 @@ class UserRelationManager(abc.ABC):
     def stop_user_daily_push(self, user_id: str) -> bool:
         pass
 
+
 class LocalUserManager(UserManager):
     def get_user_profile(self, user_id) -> Dict:
         """加载用户个人资料，如不存在则创建默认资料。主要用于本地调试"""
@@ -98,7 +100,9 @@ class LocalUserManager(UserManager):
             entry_added = False
             for key, value in default_profile.items():
                 if key not in profile:
-                    logger.debug(f"user[{user_id}] add profile key[{key}] value[{value}]")
+                    logger.debug(
+                        f"user[{user_id}] add profile key[{key}] value[{value}]"
+                    )
                     profile[key] = value
                     entry_added = True
             if entry_added:
@@ -117,9 +121,9 @@ class LocalUserManager(UserManager):
 
     def list_all_users(self):
         user_ids = []
-        for root, dirs, files in os.walk('../user_profiles/'):
+        for root, dirs, files in os.walk("../user_profiles/"):
             for file in files:
-                if file.endswith('.json'):
+                if file.endswith(".json"):
                     user_ids.append(os.path.splitext(file)[0])
         return user_ids
 
@@ -138,8 +142,11 @@ class LocalUserManager(UserManager):
     def list_users(self, **kwargs) -> List[Dict]:
         pass
 
+
 class MySQLUserManager(UserManager):
-    PROFILE_EXCLUDE_ITEMS = ['avatar', ]
+    PROFILE_EXCLUDE_ITEMS = [
+        "avatar",
+    ]
 
     def __init__(self, db_config, table_name, staff_table):
         self.db = MySQLManager(db_config)
@@ -147,22 +154,26 @@ class MySQLUserManager(UserManager):
         self.staff_table = staff_table
 
     def get_user_profile(self, user_id) -> Dict:
-        sql = f"SELECT name, wxid, profile_data_v1, gender, iconurl as avatar" \
-              f" FROM {self.table_name} WHERE third_party_user_id = {user_id}"
+        sql = (
+            f"SELECT name, wxid, profile_data_v1, gender, iconurl as avatar"
+            f" FROM {self.table_name} WHERE third_party_user_id = {user_id}"
+        )
         data = self.db.select(sql, pymysql.cursors.DictCursor)
         if not data:
             logger.error(f"user[{user_id}] not found")
             return {}
         data = data[0]
-        gender_map = {0: '未知', 1: '男', 2: '女', None: '未知'}
-        gender = gender_map[data['gender']]
-        default_profile = self.get_default_profile(nickname=data['name'], gender=gender, avatar=data['avatar'])
-        if not data['profile_data_v1']:
+        gender_map = {0: "未知", 1: "男", 2: "女", None: "未知"}
+        gender = gender_map[data["gender"]]
+        default_profile = self.get_default_profile(
+            nickname=data["name"], gender=gender, avatar=data["avatar"]
+        )
+        if not data["profile_data_v1"]:
             logger.warning(f"user[{user_id}] profile not found, create a default one")
             self.save_user_profile(user_id, default_profile)
             return default_profile
         else:
-            profile = json.loads(data['profile_data_v1'])
+            profile = json.loads(data["profile_data_v1"])
             # 资料条目有增加时，需合并更新
             entry_added = False
             for key, value in default_profile.items():
@@ -177,7 +188,7 @@ class MySQLUserManager(UserManager):
     def save_user_profile(self, user_id, profile: Dict) -> None:
         if not user_id:
             raise Exception("Invalid user_id: {}".format(user_id))
-        if configs.get().get('debug_flags', {}).get('disable_database_write', False):
+        if configs.get().get("debug_flags", {}).get("disable_database_write", False):
             return
         profile = profile.copy()
         for name in self.PROFILE_EXCLUDE_ITEMS:
@@ -188,7 +199,7 @@ class MySQLUserManager(UserManager):
     def list_all_users(self):
         sql = f"SELECT third_party_user_id FROM {self.table_name}"
         data = self.db.select(sql, pymysql.cursors.DictCursor)
-        return [user['third_party_user_id'] for user in data]
+        return [user["third_party_user_id"] for user in data]
 
     def get_staff_profile(self, staff_id) -> Dict:
         if not self.staff_table:
@@ -196,42 +207,48 @@ class MySQLUserManager(UserManager):
         return self.get_staff_profile_v3(staff_id)
 
     def get_staff_profile_v1(self, staff_id) -> Dict:
-        sql = f"SELECT agent_name, agent_gender, agent_age, agent_region, agent_profile " \
-              f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        sql = (
+            f"SELECT agent_name, agent_gender, agent_age, agent_region, agent_profile "
+            f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        )
         data = self.db.select(sql, pymysql.cursors.DictCursor)
         if not data:
             logger.error(f"staff[{staff_id}] not found")
             return {}
         profile = data[0]
         # 转换性别格式
-        gender_map = {0: '未知', 1: '男', 2: '女', None: '未知'}
-        profile['agent_gender'] = gender_map[profile['agent_gender']]
+        gender_map = {0: "未知", 1: "男", 2: "女", None: "未知"}
+        profile["agent_gender"] = gender_map[profile["agent_gender"]]
         return profile
 
     def get_staff_profile_v2(self, staff_id) -> Dict:
-        sql = f"SELECT agent_name as name, agent_gender as gender, agent_age as age, agent_region as region, agent_profile " \
-              f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        sql = (
+            f"SELECT agent_name as name, agent_gender as gender, agent_age as age, agent_region as region, agent_profile "
+            f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        )
         data = self.db.select(sql, pymysql.cursors.DictCursor)
         if not data:
             logger.error(f"staff[{staff_id}] not found")
             return {}
         profile = data[0]
         # 转换性别格式
-        gender_map = {0: '未知', 1: '男', 2: '女', None: '未知'}
-        profile['gender'] = gender_map[profile['gender']]
+        gender_map = {0: "未知", 1: "男", 2: "女", None: "未知"}
+        profile["gender"] = gender_map[profile["gender"]]
 
         # 合并JSON字段（新版本）数据
-        if profile['agent_profile']:
-            detail_profile = json.loads(profile['agent_profile'])
+        if profile["agent_profile"]:
+            detail_profile = json.loads(profile["agent_profile"])
             profile.update(detail_profile)
 
         # 去除原始字段
-        profile.pop('agent_profile', None)
+        profile.pop("agent_profile", None)
         return profile
 
     def get_staff_profile_v3(self, staff_id) -> Dict:
-        sql = f"SELECT agent_profile " \
-              f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        sql = (
+            f"SELECT agent_profile "
+            f"FROM {self.staff_table} WHERE third_party_user_id = '{staff_id}'"
+        )
         data = self.db.select(sql)
         if not data:
             logger.error(f"staff[{staff_id}] not found")
@@ -252,8 +269,8 @@ class MySQLUserManager(UserManager):
         self.db.execute(sql, (json.dumps(profile),))
 
     def list_users(self, **kwargs) -> List[Dict]:
-        user_union_id = kwargs.get('user_union_id', None)
-        user_name = kwargs.get('user_name', None)
+        user_union_id = kwargs.get("user_union_id", None)
+        user_name = kwargs.get("user_name", None)
         if not user_union_id and not user_name:
             raise Exception("user_union_id or user_name is required")
         sql = f"SELECT third_party_user_id, wxid, name, iconurl, gender FROM {self.table_name} WHERE 1=1 "
@@ -264,7 +281,13 @@ class MySQLUserManager(UserManager):
         data = self.db.select(sql, pymysql.cursors.DictCursor)
         return data
 
-    def get_staff_sessions(self, staff_id, page_id: int = 1, page_size: int = 10, session_type: str = 'default') -> List[Dict]:
+    def get_staff_sessions(
+        self,
+        staff_id,
+        page_id: int = 1,
+        page_size: int = 10,
+        session_type: str = "default",
+    ) -> List[Dict]:
         """
         :param page_size:
         :param page_id:
@@ -273,14 +296,14 @@ class MySQLUserManager(UserManager):
         :return:
         """
         match session_type:
-            case 'active':
+            case "active":
                 sql = f"""
                     select staff_id, current_state, user_id
                     from agent_state
                     where staff_id = %s and update_timestamp >= DATE_SUB(NOW(), INTERVAL 2 HOUR)
                     order by update_timestamp desc;
                 """
-            case 'human_intervention':
+            case "human_intervention":
                 sql = f"""
                     select staff_id, current_state, user_id
                     from agent_state
@@ -298,10 +321,14 @@ class MySQLUserManager(UserManager):
                     limit {page_size + 1} offset {page_size * (page_id - 1)};
                 """
 
-        staff_sessions = self.db.select(sql, cursor_type=pymysql.cursors.DictCursor, args=(staff_id, ))
+        staff_sessions = self.db.select(
+            sql, cursor_type=pymysql.cursors.DictCursor, args=(staff_id,)
+        )
         return staff_sessions
 
-    def get_staff_sessions_summary_v1(self, staff_id, page_id: int, page_size: int, status: int) -> Dict:
+    def get_staff_sessions_summary_v1(
+        self, staff_id, page_id: int, page_size: int, status: int
+    ) -> Dict:
         """
         :param status: staff status(0: unemployed, 1: employed)
         :param staff_id: staff
@@ -318,7 +345,7 @@ class MySQLUserManager(UserManager):
             staff_id_list = self.db.select(
                 sql=get_staff_query,
                 cursor_type=pymysql.cursors.DictCursor,
-                args=(status, page_size + 1, (page_id - 1) * page_size)
+                args=(status, page_size + 1, (page_id - 1) * page_size),
             )
             if not staff_id_list:
                 return {}
@@ -338,7 +365,7 @@ class MySQLUserManager(UserManager):
             staff_id_list = self.db.select(
                 sql=get_staff_query,
                 cursor_type=pymysql.cursors.DictCursor,
-                args=(status, staff_id)
+                args=(status, staff_id),
             )
             if not staff_id_list:
                 return {}
@@ -346,17 +373,25 @@ class MySQLUserManager(UserManager):
             next_page_id = None
         response_data = [
             {
-                'staff_id': staff['third_party_user_id'],
-                'staff_name': staff['name'],
-                'active_sessions': len(self.get_staff_sessions(staff['third_party_user_id'], session_type='active')),
-                'human_intervention_sessions': len(self.get_staff_sessions(staff['third_party_user_id'], session_type='human_intervention'))
+                "staff_id": staff["third_party_user_id"],
+                "staff_name": staff["name"],
+                "active_sessions": len(
+                    self.get_staff_sessions(
+                        staff["third_party_user_id"], session_type="active"
+                    )
+                ),
+                "human_intervention_sessions": len(
+                    self.get_staff_sessions(
+                        staff["third_party_user_id"], session_type="human_intervention"
+                    )
+                ),
             }
             for staff in staff_id_list
         ]
         return {
-            'has_next_page': has_next_page,
-            'next_page_id': next_page_id,
-            'data': response_data
+            "has_next_page": has_next_page,
+            "next_page_id": next_page_id,
+            "data": response_data,
         }
 
     def get_staff_session_list_v1(self, staff_id, page_id: int, page_size: int) -> Dict:
@@ -377,29 +412,29 @@ class MySQLUserManager(UserManager):
         response_data = []
         for session in session_list:
             temp_obj = {}
-            user_id = session['user_id']
-            room_id = ':'.join(['private', staff_id, user_id])
+            user_id = session["user_id"]
+            room_id = ":".join(["private", staff_id, user_id])
             select_query = f"""select content, max(sendtime) as max_timestamp from qywx_chat_history where roomid = %s;"""
             last_message = self.db.select(
                 sql=select_query,
                 cursor_type=pymysql.cursors.DictCursor,
-                args=(room_id,)
+                args=(room_id,),
             )
             if not last_message:
-                temp_obj['message'] = ''
-                temp_obj['timestamp'] = 0
+                temp_obj["message"] = ""
+                temp_obj["timestamp"] = 0
             else:
-                temp_obj['message'] = last_message[0]['content']
-                temp_obj['timestamp'] = last_message[0]['max_timestamp']
-            temp_obj['customer_id'] = user_id
-            temp_obj['customer_name'] = session['name']
-            temp_obj['avatar'] = session['iconurl']
+                temp_obj["message"] = last_message[0]["content"]
+                temp_obj["timestamp"] = last_message[0]["max_timestamp"]
+            temp_obj["customer_id"] = user_id
+            temp_obj["customer_name"] = session["name"]
+            temp_obj["avatar"] = session["iconurl"]
             response_data.append(temp_obj)
         return {
             "staff_id": staff_id,
             "has_next_page": has_next_page,
             "next_page_id": next_page_id,
-            "data": response_data
+            "data": response_data,
         }
 
     def get_staff_list(self, page_id: int, page_size: int) -> Dict:
@@ -417,7 +452,7 @@ class MySQLUserManager(UserManager):
         staff_list = self.db.select(
             sql=sql,
             cursor_type=pymysql.cursors.DictCursor,
-            args=(page_size + 1, page_size * (page_id - 1))
+            args=(page_size + 1, page_size * (page_id - 1)),
         )
         if len(staff_list) > page_size:
             has_next_page = True
@@ -429,21 +464,23 @@ class MySQLUserManager(UserManager):
         return {
             "has_next_page": has_next_page,
             "next_page": next_page_id,
-            "data": staff_list
+            "data": staff_list,
         }
 
-    def get_conversation_list_v1(self, staff_id: str, customer_id: str, page: Optional[int]):
+    def get_conversation_list_v1(
+        self, staff_id: str, customer_id: str, page: Optional[int]
+    ):
         """
         :param staff_id:
         :param customer_id:
         :param page: timestamp
         :return:
         """
-        room_id = ':'.join(['private', staff_id, customer_id])
+        room_id = ":".join(["private", staff_id, customer_id])
         page_size = 20
         if not page:
             fetch_query = f"""
-                select t1.sender, t2.name, t1.sendtime, t1.content, t2.iconurl
+                select t1.sender, t2.name, t1.sendtime, t1.content, t2.iconurl, t1.msg_type
                 from qywx_chat_history t1
                 join third_party_user t2 on t1.sender = t2.third_party_user_id
                 where roomid = %s
@@ -453,11 +490,11 @@ class MySQLUserManager(UserManager):
             messages = self.db.select(
                 sql=fetch_query,
                 cursor_type=pymysql.cursors.DictCursor,
-                args=(room_id, page_size + 1)
+                args=(room_id, page_size + 1),
             )
         else:
             fetch_query = f"""
-                select t1.sender, t2.name, t1.sendtime, t1.content, t2.iconurl
+                select t1.sender, t2.name, t1.sendtime, t1.content, t2.iconurl, t1.msg_type
                 from qywx_chat_history t1
                 join third_party_user t2 on t1.sender = t2.third_party_user_id
                 where t1.roomid = %s and t1.sendtime <= %s
@@ -467,23 +504,24 @@ class MySQLUserManager(UserManager):
             messages = self.db.select(
                 sql=fetch_query,
                 cursor_type=pymysql.cursors.DictCursor,
-                args=(room_id, page, page_size + 1)
+                args=(room_id, page, page_size + 1),
             )
         if messages:
             if len(messages) > page_size:
                 has_next_page = True
-                next_page = messages[-1]['sendtime']
+                next_page = messages[-1]["sendtime"]
             else:
                 has_next_page = False
                 next_page = None
             response_data = [
                 {
-                    "sender_id": message['sender'],
-                    "sender_name": message['name'],
-                    "avatar": message['iconurl'],
-                    "content": message['content'],
-                    "timestamp": message['sendtime'],
-                    "role": "customer" if message['sender'] == customer_id else "staff"
+                    "sender_id": message["sender"],
+                    "sender_name": message["name"],
+                    "avatar": message["iconurl"],
+                    "content": message["content"],
+                    "timestamp": message["sendtime"],
+                    "role": "customer" if message["sender"] == customer_id else "staff",
+                    "message_type": message["msg_type"],
                 }
                 for message in messages
             ]
@@ -492,7 +530,7 @@ class MySQLUserManager(UserManager):
                 "customer_id": customer_id,
                 "has_next_page": has_next_page,
                 "next_page": next_page,
-                "data": response_data
+                "data": response_data,
             }
         else:
             has_next_page = False
@@ -502,7 +540,7 @@ class MySQLUserManager(UserManager):
                 "customer_id": customer_id,
                 "has_next_page": has_next_page,
                 "next_page": next_page,
-                "data": []
+                "data": [],
             }
 
 
@@ -512,21 +550,47 @@ class LocalUserRelationManager(UserRelationManager):
 
     def list_staffs(self):
         return [
-            {"third_party_user_id": '1688855931724582', "name": "", "wxid": "ShengHuoLeQu", "agent_name": "小芳"}
+            {
+                "third_party_user_id": "1688855931724582",
+                "name": "",
+                "wxid": "ShengHuoLeQu",
+                "agent_name": "小芳",
+            }
         ]
 
     def list_users(self, staff_id: str, page: int = 1, page_size: int = 100):
         return []
 
     def list_staff_users(self, staff_id: str = None, tag_id: int = None):
-        user_ids = ['7881299453089278', '7881299453132630', '7881299454186909', '7881299455103430', '7881299455173476',
-                    '7881299456216398', '7881299457990953', '7881299461167644', '7881299463002136', '7881299464081604',
-                    '7881299465121735', '7881299465998082', '7881299466221881', '7881299467152300', '7881299470051791',
-                    '7881299470112816', '7881299471149567', '7881299471168030', '7881299471277650', '7881299473321703']
+        user_ids = [
+            "7881299453089278",
+            "7881299453132630",
+            "7881299454186909",
+            "7881299455103430",
+            "7881299455173476",
+            "7881299456216398",
+            "7881299457990953",
+            "7881299461167644",
+            "7881299463002136",
+            "7881299464081604",
+            "7881299465121735",
+            "7881299465998082",
+            "7881299466221881",
+            "7881299467152300",
+            "7881299470051791",
+            "7881299470112816",
+            "7881299471149567",
+            "7881299471168030",
+            "7881299471277650",
+            "7881299473321703",
+        ]
         user_ids = user_ids[:5]
         return [
             {"staff_id": "1688855931724582", "user_id": "7881299670930896"},
-            *[{"staff_id": "1688855931724582", "user_id": user_id} for user_id in user_ids]
+            *[
+                {"staff_id": "1688855931724582", "user_id": user_id}
+                for user_id in user_ids
+            ],
         ]
 
     def get_user_tags(self, user_id: str):
@@ -535,10 +599,18 @@ class LocalUserRelationManager(UserRelationManager):
     def stop_user_daily_push(self, user_id: str) -> bool:
         return True
 
+
 class MySQLUserRelationManager(UserRelationManager):
-    def __init__(self, agent_db_config, wecom_db_config,
-                 agent_staff_table, agent_user_table,
-                 staff_table, relation_table, user_table):
+    def __init__(
+        self,
+        agent_db_config,
+        wecom_db_config,
+        agent_staff_table,
+        agent_user_table,
+        staff_table,
+        relation_table,
+        user_table,
+    ):
         # FIXME(zhoutian): 因为现在数据库表不统一，需要从两个库读取
         self.agent_db = MySQLManager(agent_db_config)
         self.wecom_db = MySQLManager(wecom_db_config)
@@ -565,19 +637,19 @@ class MySQLUserRelationManager(UserRelationManager):
             return []
         ret = []
         for agent_staff in agent_staff_data:
-            wxid = agent_staff['wxid']
+            wxid = agent_staff["wxid"]
             sql = f"SELECT id FROM {self.staff_table} WHERE carrier_id = '{wxid}'"
             staff_data = self.wecom_db.select(sql, pymysql.cursors.DictCursor)
             if not staff_data:
                 logger.error(f"staff[{wxid}] not found in wecom database")
                 continue
-            staff_id = staff_data[0]['id']
+            staff_id = staff_data[0]["id"]
             sql = f"SELECT user_id FROM {self.relation_table} WHERE staff_id = '{staff_id}' AND is_delete = 0"
             user_data = self.wecom_db.select(sql, pymysql.cursors.DictCursor)
             if not user_data:
                 logger.warning(f"staff[{wxid}] has no user")
                 continue
-            user_ids = tuple(user['user_id'] for user in user_data)
+            user_ids = tuple(user["user_id"] for user in user_data)
             sql = f"SELECT union_id FROM {self.user_table} WHERE id IN {str(user_ids)} AND union_id is not null"
             if tag_id:
                 sql += f" AND id in (SELECT distinct user_id FROM we_com_user_with_tag WHERE tag_id = {tag_id} and is_delete = 0)"
@@ -585,7 +657,7 @@ class MySQLUserRelationManager(UserRelationManager):
             if not user_data:
                 logger.warning(f"staff[{wxid}] users not found in wecom database")
                 continue
-            user_union_ids = tuple(user['union_id'] for user in user_data)
+            user_union_ids = tuple(user["union_id"] for user in user_data)
             batch_size = 500
             n_batches = (len(user_union_ids) + batch_size - 1) // batch_size
             agent_user_data = []
@@ -594,15 +666,17 @@ class MySQLUserRelationManager(UserRelationManager):
                 idx_end = min((i + 1) * batch_size, len(user_union_ids))
                 batch_union_ids = user_union_ids[idx_begin:idx_end]
                 sql = f"SELECT third_party_user_id, wxid FROM {self.agent_user_table} WHERE wxid IN {str(batch_union_ids)}"
-                batch_agent_user_data = self.agent_db.select(sql, pymysql.cursors.DictCursor)
+                batch_agent_user_data = self.agent_db.select(
+                    sql, pymysql.cursors.DictCursor
+                )
                 if len(agent_user_data) != len(batch_union_ids):
                     # logger.debug(f"staff[{wxid}] some users not found in agent database")
                     pass
                 agent_user_data.extend(batch_agent_user_data)
             staff_user_pairs = [
                 {
-                    'staff_id': agent_staff['third_party_user_id'],
-                    'user_id': agent_user['third_party_user_id']
+                    "staff_id": agent_staff["third_party_user_id"],
+                    "user_id": agent_user["third_party_user_id"],
                 }
                 for agent_user in agent_user_data
             ]
@@ -615,7 +689,7 @@ class MySQLUserRelationManager(UserRelationManager):
         if not user_data:
             logger.error(f"user[{user_id}] has no union id")
             return None
-        union_id = user_data[0]['wxid']
+        union_id = user_data[0]["wxid"]
         return union_id
 
     def get_user_tags(self, user_id: str) -> List[str]:
@@ -630,7 +704,7 @@ class MySQLUserRelationManager(UserRelationManager):
               and b.`tag_id` = c.id
               where a.union_id = '{union_id}' """
         tag_data = self.wecom_db.select(sql, pymysql.cursors.DictCursor)
-        tag_names = [tag['tag_name'] for tag in tag_data]
+        tag_names = [tag["tag_name"] for tag in tag_data]
         return tag_names
 
     def stop_user_daily_push(self, user_id: str) -> bool:
@@ -639,7 +713,7 @@ class MySQLUserRelationManager(UserRelationManager):
             if not union_id:
                 return False
             sql = f"UPDATE {self.user_table} SET group_msg_disabled = 1 WHERE union_id = %s"
-            rows = self.wecom_db.execute(sql, (union_id, ))
+            rows = self.wecom_db.execute(sql, (union_id,))
             if rows > 0:
                 return True
             else:
@@ -649,23 +723,26 @@ class MySQLUserRelationManager(UserRelationManager):
             return False
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     config = configs.get()
-    user_db_config = config['storage']['user']
-    staff_db_config = config['storage']['staff']
-    user_manager = MySQLUserManager(user_db_config['mysql'], user_db_config['table'], staff_db_config['table'])
-    user_profile = user_manager.get_user_profile('7881301263964433')
+    user_db_config = config["storage"]["user"]
+    staff_db_config = config["storage"]["staff"]
+    user_manager = MySQLUserManager(
+        user_db_config["mysql"], user_db_config["table"], staff_db_config["table"]
+    )
+    user_profile = user_manager.get_user_profile("7881301263964433")
     print(user_profile)
 
-    wecom_db_config = config['storage']['user_relation']
+    wecom_db_config = config["storage"]["user_relation"]
     user_relation_manager = MySQLUserRelationManager(
-        user_db_config['mysql'], wecom_db_config['mysql'],
-        config['storage']['staff']['table'],
-        user_db_config['table'],
-        wecom_db_config['table']['staff'],
-        wecom_db_config['table']['relation'],
-        wecom_db_config['table']['user']
+        user_db_config["mysql"],
+        wecom_db_config["mysql"],
+        config["storage"]["staff"]["table"],
+        user_db_config["table"],
+        wecom_db_config["table"]["staff"],
+        wecom_db_config["table"]["relation"],
+        wecom_db_config["table"]["user"],
     )
     # all_staff_users = user_relation_manager.list_staff_users()
-    user_tags = user_relation_manager.get_user_tags('7881302078008656')
+    user_tags = user_relation_manager.get_user_tags("7881302078008656")
     print(user_tags)