add

make_data.py

@@ -125,7 +125,8 @@ def hospital():
     df["merchant_id"] = df["merchant_id"].astype("str")
     tmp["merchant_id"] = tmp["merchant_id"].astype("str")
     df = pd.merge(df, tmp, on='merchant_id')
-
+    print("merge")
+    print(df.shape)
     for i in ["hospital_exposure_pv_30","service_exposure_pv_30","expert_exposure_pv_30",
               "service_ctr_30","hospital_ctr_30","expert_ctr_30",
               "doctor_discount_30_days","service_pv_30","mexpert_pv_30","organization_pv_30",
@@ -134,8 +135,12 @@ def hospital():
 
     df["all_exposure"] = df["hospital_exposure_pv_30"] + df["service_exposure_pv_30"] + df["expert_exposure_pv_30"]
     df = df[~df["all_exposure"].isin([0.0])]
+    print("filter 1")
+    print(df.shape)
     df["tmp"] = df["service_pv_30"] + df["mexpert_pv_30"] +df["organization_pv_30"]
     df = df[~df["tmp"].isin([0.0])]
+    print("filter 2")
+    print(df.shape)
     print("ccc")
     df["ctr"] = df["service_exposure_pv_30"] / df["all_exposure"] * df["service_ctr_30"] + \
                 df["hospital_exposure_pv_30"]/ df["all_exposure"] * df["hospital_ctr_30"] + \
@@ -172,6 +177,6 @@ def hospital():
 
 
 if __name__ == "__main__":
-    doctor()
+    # doctor()
     hospital()