def METHOD_NAME(
    dataframe: pd.DataFrame,
    facet_column: FacetColumn,
    label_column: LabelColumn,
    group_variable: Optional[pd.Series],
) -> Dict:
    # Measure pre-training bias for the ForeignWorker attribute
    return bias_report(
        dataframe,
        facet_column,
        label_column,
        stage_type=StageType.PRE_TRAINING,
        metrics=["all"],
        group_variable=group_variable,
    )