def _postprocess()

in src/alpaca_eval/annotators/base.py [0:0]

• 11 lines of code
• 3 McCabe index (conditional complexity)

    def _postprocess(self, df_annotated: pd.DataFrame) -> pd.DataFrame:
        """Postprocess the annotated examples."""

        arr_is_na = df_annotated[self.annotation_column].isna()
        if arr_is_na.any():
            logging.warning(
                f"{arr_is_na.sum().item()} samples had no auto annotation. We are filtering them for now. "
                f"If you are using chain of thought it might be that max_tokens limit is too low. "
            )
            df_annotated = df_annotated[~arr_is_na]

        for processor in self.processors[::-1]:  # postprocess in reverted order => no interactions between processors
            df_annotated = processor.postprocess(df_annotated)

        return df_annotated