定时任务update_account_v3 优化

config/account_read_rate_map.json

@@ -0,0 +1,7874 @@
+[
+  {
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+    "position": 1,
+    "account_name": "日常生活小技巧集",
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+    "account_type": "订阅号",
+    "account_mode": "买号",
+    "account_source": "买号（亿玥7.15）",
+    "account_status": "稳定",
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+    "read_rate_avg": 0.013537071751142105
+  },
+  {
+    "gh_id": "gh_008ef23062ee",
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+    "account_name": "日常生活小技巧集",
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+    "account_type": "订阅号",
+    "account_mode": "买号",
+    "account_source": "买号（亿玥7.15）",
+    "account_status": "稳定",
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+  },
+  {
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+    "account_name": "日常生活小技巧集",
+    "like_avg": 1.17,
+    "account_type": "订阅号",
+    "account_mode": "买号",
+    "account_source": "买号（亿玥7.15）",
+    "account_status": "稳定",
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+  },
+  {
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+    "account_name": "日常生活小技巧集",
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+    "account_type": "订阅号",
+    "account_mode": "买号",
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+  {
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+    "account_type": "订阅号",
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+  {
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+    "account_type": "订阅号",
+    "account_mode": "买号",
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+  {
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+    "account_type": "订阅号",
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+  {
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+    "account_type": "订阅号",
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+  {
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+    "account_type": "订阅号",
+    "account_mode": "买号",
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+    "account_status": "实验",
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+  {
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+  {
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+    "account_type": "订阅号",
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+  },
+  {
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+    "account_type": "订阅号",
+    "account_mode": "买号",
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+  {
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+    "account_type": "订阅号",
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+  {
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+  {
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+  },
+  {
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+    "account_name": "快乐生活妙技巧",
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+    "account_type": "订阅号",
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+  },
+  {
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+    "account_mode": "买号",
+    "account_source": "买号（魅力7.31）",
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+    "account_status": "稳定",
+    "business_type": 1,
+    "read_rate_avg": 0.000595846101464079
+  },
+  {
+    "gh_id": "gh_e75dbdc73d80",
+    "position": 6,
+    "account_name": "票圈正能量",
+    "like_avg": 0.06,
+    "account_type": "订阅号",
+    "account_mode": "自导",
+    "account_source": "自导订阅号",
+    "account_status": "稳定",
+    "business_type": 1,
+    "read_rate_avg": 0.0008451286541174181
+  },
+  {
+    "gh_id": "gh_e75dbdc73d80",
+    "position": 7,
+    "account_name": "票圈正能量",
+    "like_avg": 0.12,
+    "account_type": "订阅号",
+    "account_mode": "自导",
+    "account_source": "自导订阅号",
+    "account_status": "稳定",
+    "business_type": 1,
+    "read_rate_avg": 0.0005654457901648913
+  },
+  {
+    "gh_id": "gh_e75dbdc73d80",
+    "position": 8,
+    "account_name": "票圈正能量",
+    "like_avg": 0.12,
+    "account_type": "订阅号",
+    "account_mode": "自导",
+    "account_source": "自导订阅号",
+    "account_status": "稳定",
+    "business_type": 1,
+    "read_rate_avg": 0.000595846101464079
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 1,
+    "account_name": "实用妙招800个",
+    "like_avg": 2.98,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.007166921632083102
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 2,
+    "account_name": "实用妙招800个",
+    "like_avg": 1.36,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.0036395143337613284
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 3,
+    "account_name": "实用妙招800个",
+    "like_avg": 0.11,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.0003380694267628138
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 4,
+    "account_name": "实用妙招800个",
+    "like_avg": 0.04,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00026012665968250313
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 5,
+    "account_name": "实用妙招800个",
+    "like_avg": 0.04,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00026111022317184987
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 6,
+    "account_name": "实用妙招800个",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00023318219672434533
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 7,
+    "account_name": "实用妙招800个",
+    "like_avg": 0.08,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00015737555063917606
+  },
+  {
+    "gh_id": "gh_ee78360d06f5",
+    "position": 8,
+    "account_name": "实用妙招800个",
+    "like_avg": 0.04,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00019593080803407444
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 1,
+    "account_name": "生活晓常识",
+    "like_avg": 5.54,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.009706887927328248
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 2,
+    "account_name": "生活晓常识",
+    "like_avg": 2.48,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.0043477537212590015
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 3,
+    "account_name": "生活晓常识",
+    "like_avg": 0.24,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00017154201313837166
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 4,
+    "account_name": "生活晓常识",
+    "like_avg": 0.12,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00009716537527142186
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 5,
+    "account_name": "生活晓常识",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00006980123811376458
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 6,
+    "account_name": "生活晓常识",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00005881612523028687
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 7,
+    "account_name": "生活晓常识",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.000053323568788548024
+  },
+  {
+    "gh_id": "gh_f25b5fb01977",
+    "position": 8,
+    "account_name": "生活晓常识",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00005171277098592268
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 1,
+    "account_name": "无忧潮生活",
+    "like_avg": 5.16,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.007594890714012383
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 2,
+    "account_name": "无忧潮生活",
+    "like_avg": 1.96,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.003199719304939075
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 3,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.45,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.000296202716856968
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 4,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.43,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00023475403576201718
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 5,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.33,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.0001746064459183206
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 6,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.33,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00017330535466706637
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 7,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.25,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00015352876764800172
+  },
+  {
+    "gh_id": "gh_f902cea89e48",
+    "position": 8,
+    "account_name": "无忧潮生活",
+    "like_avg": 0.43,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力10新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00010128146853241794
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 1,
+    "account_name": "趣味生活达人",
+    "like_avg": 6.15,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.009484362933878911
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 2,
+    "account_name": "趣味生活达人",
+    "like_avg": 2.78,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.004971179748265591
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 3,
+    "account_name": "趣味生活达人",
+    "like_avg": 0.36,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00021370147885283207
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 4,
+    "account_name": "趣味生活达人",
+    "like_avg": 0.14,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00014354552839524409
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 5,
+    "account_name": "趣味生活达人",
+    "like_avg": 0.21,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00010612701958660528
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 6,
+    "account_name": "趣味生活达人",
+    "like_avg": 0.04,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.0001038352400938713
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 7,
+    "account_name": "趣味生活达人",
+    "like_avg": 0.12,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.000097143243975088
+  },
+  {
+    "gh_id": "gh_ff487cb5dab3",
+    "position": 8,
+    "account_name": "趣味生活达人",
+    "like_avg": 0,
+    "account_type": "订阅号",
+    "account_mode": "代运营",
+    "account_source": "代运营（魅力15新）",
+    "account_status": "稳定-大",
+    "business_type": 1,
+    "read_rate_avg": 0.00010614234921531922
+  }
+]

updateAccountV3.py

@@ -7,101 +7,100 @@ import schedule
 from tqdm import tqdm
 from datetime import datetime, timedelta
 
-from applications import longArticlesMySQL, PQMySQL, DeNetMysql, Functions
+from applications import PQMySQL, DeNetMysql, Functions
+
+
+def get_accounts_read_rate():
+    """
+    获取阅读率表
+    :return:
+    """
+    with open("config/account_read_rate_map.json", encoding="utf-8") as f:
+        account_list = json.loads(f.read())
+    return account_list
 
 
 class UpdateAccountInfoVersion3(object):
     """
     更新账号信息 v3
     """
-    lam = longArticlesMySQL()
-    pq = PQMySQL()
-    de = DeNetMysql()
 
-    @classmethod
-    def getAccountFans(cls):
+    def __init__(self):
+        self.pq = PQMySQL()
+        self.de = DeNetMysql()
+
+    def get_account_fans_by_date(self, date):
         """
-        :return:
+        通过日期来获取所有账号的粉丝 dict
+        :param date 2024-01-01
+        :return: dict key: gh_id, value: fans(int)
         """
         sql = f"""
-        select t1.date_str, t1.fans_count, t2.gh_id, t2.name
-        from datastat_wx t1
-        join publish_account t2 on t1.account_id = t2.id
-        where t2.channel = 5 and t2.status = 1 and t1.date_str >= '2024-07-01' order by t1.date_str;"""
-
-        result = cls.de.select(sql)
-        D = {}
-        for line in result:
-            dt = line[0]
-            fans = line[1]
-            account_name = line[3]
-            if D.get(account_name):
-                D[account_name][dt] = fans
-            else:
-                D[account_name] = {dt: fans}
-        # print(json.dumps(D, ensure_ascii=False, indent=4))
-        return D
-
-    @classmethod
-    def getAccountRate(cls):
-        """
-        获取账号阅读率
-        :return:
+            select 
+                t1.fans_count, t2.gh_id
+            from datastat_wx t1
+            join publish_account t2 on t1.account_id = t2.id
+            where t2.channel = 5 and t2.status = 1 and t1.date_str >= '{date}' order by t1.date_str;
         """
-        sql = "select account_name, position, read_rate_avg from long_articles_read_rate;"
-        result = cls.lam.select(sql)
-        D = {}
-        for line in result:
-            if D.get(line[0]):
-                D[line[0]][line[1]] = line[2]
-            else:
-                D[line[0]] = {line[1]: line[2]}
-        return D
-
-    @classmethod
-    def reverseSingleDay(cls, dt, fans_dict, rate_dict):
+        result = self.de.select(sql)
+        fans_dict = {}
+        for account_info in result:
+            fans_count, gh_id = account_info
+            fans_dict[gh_id] = fans_count
+        return fans_dict
+
+    def update_single_day(self, dt, fans_dict):
         """
-
         :return:
         """
-        sql = f"""select * from account_avg_info_v3 where update_time = '2024-09-09';"""
-        result = cls.pq.select(sql)
-        for line in tqdm(result):
-            temp = list(line)
-            temp[2] = dt
-            temp[4] = fans_dict.get(temp[3], {}).get(dt, 0)
-            temp[-1] = rate_dict.get(temp[3], {}).get(temp[1], 0)
-            temp[5] = fans_dict.get(temp[3], {}).get(dt, 0) * rate_dict.get(temp[3], {}).get(temp[1], 0)
-            temp[7] = 1
-            usql = f"""
+        task_list = get_accounts_read_rate()
+        for item in tqdm(task_list):
+            fans = fans_dict.get(item['gh_id'], 0)
+            read_avg = fans * item['read_rate_avg']
+            insert_sql = f"""
             INSERT INTO account_avg_info_v3
             (gh_id, position, update_time, account_name, fans, read_avg, like_avg, status, account_type, account_mode, account_source, account_status, business_type, read_rate_avg)
-            values 
+            values
             (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s);
             """
             try:
-                cls.pq.update(
-                    sql=usql,
-                    params=tuple(temp)
+                self.pq.update(
+                    sql=insert_sql,
+                    params=(
+                        item['gh_id'],
+                        item['position'],
+                        dt,
+                        item['account_name'],
+                        fans,
+                        read_avg,
+                        item['like_avg'],
+                        1,
+                        item['account_type'],
+                        item['account_mode'],
+                        item['account_source'],
+                        item['account_status'],
+                        item['business_type'],
+                        item['read_rate_avg']
+                    )
                 )
             except Exception as e:
                 updateSQL = f"""
                 UPDATE account_avg_info_v3
-                set fans = %s, read_avg = %s, read_rate_avg = %s
-                where account_name = %s and position = %s and update_time = %s
+                set fans = %s, read_avg = %s
+                where gh_id = %s and position = %s and update_time = %s
                 """
                 try:
-                    cls.pq.update(
+                    self.pq.update(
                         sql=updateSQL,
                         params=(
-                            temp[4],
-                            temp[5],
-                            temp[-1],
-                            temp[3],
-                            temp[1],
-                            temp[2]
+                            fans,
+                            read_avg,
+                            item['gh_id'],
+                            item['position'],
+                            dt
                         )
                     )
+                    print("update success")
                 except Exception as e:
                     print(e)
 
@@ -109,14 +108,15 @@ class UpdateAccountInfoVersion3(object):
             uuu_sql = f"""
             UPDATE account_avg_info_v3
             SET status = %s
-            where update_time != %s and account_name = %s and position = %s;
+            where update_time != %s and gh_id = %s and position = %s;
             """
-            cls.pq.update(
+            self.pq.update(
                 sql=uuu_sql,
                 params=(
-                    0, dt, temp[3], temp[1]
+                    0, dt, item['gh_id'], item['position']
                 )
             )
+            print("修改成功")
 
 
 def updateDaily():
@@ -125,18 +125,15 @@ def updateDaily():
     :return:
     """
     Up = UpdateAccountInfoVersion3()
-    fd = Up.getAccountFans()
-    rd = Up.getAccountRate()
     dt_object = datetime.fromtimestamp(int(time.time()))
     one_day = timedelta(days=1)
     yesterday = dt_object - one_day
     yesterday_str = yesterday.strftime('%Y-%m-%d')
-    # print(yesterday_str)
-    Up.reverseSingleDay(yesterday_str, fd, rd)
+    fans_dict = Up.get_account_fans_by_date(yesterday_str)
+    Up.update_single_day(yesterday_str, fans_dict)
 
 
 if __name__ == '__main__':
-    # updateDaily()
     schedule.every().day.at("10:15").do(Functions().job_with_thread, updateDaily)
 
     schedule.every().day.at("10:30").do(Functions().job_with_thread, updateDaily)