update tractate feature

src/models/esmm/fe/tractate_fe.py

@@ -125,8 +125,8 @@ TRACTATE_COLUMNS = [
     "service_price",
     "service_sold_num",
     "service_city",
-    "recommend_service_id",
-    "recommend_service_city",
+    # "recommend_service_id",
+    # "recommend_service_city",
     # "recommend_service_price",
 ]
 
@@ -293,8 +293,8 @@ CATEGORICAL_COLUMNS = [
     "is_related_service",
     "service_id",
     "service_city",
-    "recommend_service_id",
-    "recommend_service_city",
+    # "recommend_service_id",
+    # "recommend_service_city",
     # "recommend_service_price",
     # "device_fd2",
     # "device_sd2",
@@ -410,13 +410,13 @@ def tractate_feature_engineering(tractate_df):
 
     df["is_related_service"] = df["is_related_service"].astype(int)
     df["service_id"] = df["service_id"].astype(str)
-    df["recommend_service_id"] = df["recommend_service_id"].astype(str)
+    # df["recommend_service_id"] = df["recommend_service_id"].astype(str)
     # df["recommend_service_price"] = df["recommend_service_price"].astype(str)
 
     df["service_id"] = df["service_city"].fillna("-1")
     df["service_city"] = df["service_city"].fillna("")
-    df["recommend_service_id"] = df["recommend_service_id"].fillna("-1")
-    df["recommend_service_city"] = df["recommend_service_city"].fillna("")
+    # df["recommend_service_id"] = df["recommend_service_id"].fillna("-1")
+    # df["recommend_service_city"] = df["recommend_service_city"].fillna("")
 
     df = df[TRACTATE_COLUMNS]
 

src/models/esmm/tractate_model.py

@@ -168,8 +168,8 @@ _categorical_columns = [
     "click_tractate_id5",
     "service_id",
     "service_city",
-    "recommend_service_id",
-    "recommend_service_city",
+    # "recommend_service_id",
+    # "recommend_service_city",
     # "recommend_service_price",
     # "device_fd2",
     # "device_sd2",