https://github.com/microsoft/qlib/blob/7d66e4b7882862ab3d72087ebfe9ca88e80b458a/scripts/data_collector/index.py#L228 shall we do it like this: new_df = new_df.drop_duplicates([self.SYMBOL_FIELD_NAME]) ????