udf_parse_time = udf(parse_clf_time)

logs_df = (logs_df.select('*', udf_parse_time(logs_df['timestamp'])
                                  .cast('timestamp')
                                  .alias('time'))
                  .drop('timestamp')
logs_df.show(10, truncate=True)