update field

src/models/esmm/fe.py

@@ -86,7 +86,7 @@ def device_feature_engineering(df):
     nullseries = device_df.isnull().sum()
     print("device:")
     print(nullseries[nullseries > 0])
-    print(device_df.size)
+    print(device_df.shape)
 
     device_columns = [
         "device_id", "active_type", "active_days", "past_consume_ability_history", "potential_consume_ability_history",
@@ -128,7 +128,7 @@ def diary_feature_engineering(df, from_redis=False):
     print("diary:")
     nullseries = diary_df.isnull().sum()
     print(nullseries[nullseries > 0])
-    print(diary_df.size)
+    print(diary_df.shape)
 
     diary_columns = [
         "card_id", "is_pure_author", "is_have_reply", "is_have_pure_reply", "content_level", "topic_num", "favor_num", "vote_num",
@@ -151,7 +151,7 @@ def click_feature_engineering(click_df, conversion_df):
     print("click:")
     nullseries = cc_df.isnull().sum()
     print(nullseries[nullseries > 0])
-    print(cc_df.size)
+    print(cc_df.shape)
 
     return cc_df
 
@@ -209,7 +209,7 @@ def join_features(device_df, diary_df, cc_df):
     print("df:")
     nullseries = df.isnull().sum()
     print(nullseries[nullseries > 0])
-    print(df.size)
+    print(df.shape)
 
     drop_columns = [
         "cl_id", "first_demands_x", "first_demands_y", "first_demands", "second_demands_x", "second_demands_y", "second_demands",