update click df

src/models/esmm/fe/click_fe.py

@@ -6,7 +6,10 @@ def click_feature_engineering(click_df, conversion_df):
     # conversion_df = conversion_df.copy()
 
     click_df.rename(columns={"label": "click_label"}, inplace=True)
+    click_df = click_df.sample(conversion_df.shape[0] * 10)
+    print("click_df: " + str(click_df.shape))
     conversion_df.rename(columns={"label": "conversion_label"}, inplace=True)
+    print("conversion_df: " + str(conversion_df.shape))
     cc_df = pd.merge(click_df, conversion_df, how="left", left_on=["cl_id", "card_id"], right_on=["cl_id", "card_id"])
     cc_df.drop(["partition_date_x", "partition_date_y"], axis=1, inplace=True)
     cc_df["conversion_label"].fillna(0, inplace=True)