Update news_category_similar_news_prediction.py

news_category_similar_news_prediction.py

@@ -34,9 +34,9 @@ def date_time_parser(dt):
 def delete_outdated_news(final_df: pd.DataFrame):
     logger.warning("Entering delete_outdated_news()")
     final_df = final_df.copy()
-    final_df["parsed_date_1"] = final_df["parsed_date"].map(correct_date)
-    final_df["parsed_date_1"] = final_df["parsed_date_1"].map(parser.parse)
-    final_df["elapsed_time"] = final_df["parsed_date_1"].map(date_time_parser)
+    final_df["parsed_date_1"] = [correct_date(date_) for date_ in final_df['parsed_date']]
+    final_df["parsed_date_1"] = [parser.parse(date_) for date_ in final_df['parsed_date_1']]
+    final_df["elapsed_time"] =  [date_time_parser(date_) for date_ in final_df['parsed_date_1']]
     final_df = final_df.loc[final_df["elapsed_time"] <= 720, :].copy() # 1440=24 hrs and 720=12 hrs
     final_df.drop(columns=['elapsed_time', 'parsed_date_1'], inplace=True)
     final_df.reset_index(drop=True, inplace=True)