20191220_1

AUC_time.py

@@ -22,6 +22,7 @@ plt.rcParams['font.sans-serif'] = ['SimHei']
 plt.rcParams['axes.unicode_minus'] = False
 plt.rcParams['savefig.dpi'] = 150
 
+
 class AUCMonitor:
     '''
     定时间段查看AUC.
@@ -259,6 +260,7 @@ class AUCMonitor:
                 return '-'.join(data)
             except:
                 return '全渠道'
+
         for user_group_name in info_dict:
             tmp_dict = {'model_name': [self.field_query_name_dict[field]],
                         'app_type': [app_type(user_group_name)],
@@ -288,10 +290,10 @@ class AUCMonitor:
 
         # 获取MongoDB数据.
         if self.if_read:
-            condition = {'wf_created_at': {'$gte': '%s 00:00:00' % self.date_list[0],
-                                           '$lte': '%s 00:00:00' % self.date_list[-1]},
+            condition = {'lam_loan_start_date': {'$gte': '%s 00:00:00' % self.date_list[0],
+                                                 '$lte': '%s 00:00:00' % self.date_list[-1]},
                          'passdue_day': {'$ne': None}}
-            fields = {'wf_biz_no': 1, 'wf_created_at': 1, 'wf_loan_type': 1,
+            fields = {'wf_biz_no': 1, 'lam_loan_start_date': 1, 'wf_loan_type': 1,
                       'passdue_day': 1, 'wf_biz_channel': 1, 'applied_channel_cn': 1,
                       'lam_transaction_status': 1,
                       'repayment_status': 1,
@@ -305,12 +307,12 @@ class AUCMonitor:
             self.mongo_df = pd.read_csv(self.save_path + 'data/mongo_data.csv')
 
             self.mongo_df['applied_type'] = self.mongo_df['wf_loan_type'].apply(func_0)
-            self.mongo_df['applied_at'] = self.mongo_df['wf_created_at']
+            self.mongo_df['applied_at'] = self.mongo_df['lam_loan_start_date']
             self.mongo_df['applied_from'] = self.mongo_df['wf_biz_channel']
             self.mongo_df['applied_channel'] = self.mongo_df['applied_channel_cn']
 
             del self.mongo_df['wf_loan_type']
-            del self.mongo_df['wf_created_at']
+            del self.mongo_df['lam_loan_start_date']
             del self.mongo_df['wf_biz_channel']
             del self.mongo_df['applied_channel_cn']
 
@@ -319,7 +321,8 @@ class AUCMonitor:
         self.mongo_df = self.mongo_df.loc[self.mongo_df['applied_type'].notna()]
         last_day = datetime.datetime.today()
 
-        self.mongo_df['deadline'] = self.mongo_df['deadline'].apply(lambda x: pd.datetime.strptime(x, '%Y-%m-%d %H:%M:%S'))
+        self.mongo_df['deadline'] = self.mongo_df['deadline'].apply(
+            lambda x: pd.datetime.strptime(x, '%Y-%m-%d %H:%M:%S'))
         self.mongo_df['is_behave'] = self.mongo_df['deadline'].apply(lambda x: int((last_day - x).days > 15))
         self.mongo_df = self.mongo_df.loc[self.mongo_df['is_behave'] == 1]