code: def transform_aggregate_balance_measures(
      df: pd.DataFrame,
  ) -> Dict[str, float]:
      """
      Transform the aggregate balance measures df into a dictionary
      acceptable by the RAI dashboard.
  
      :param df: The aggregate balance measures DataFrame.
      :type df: pd.DataFrame
      :return: A dictionary of aggregate balance measures.
      :rtype: Dict[str, float]
      """
      measures: Dict[str, float] = {}
  
      try:
          # Since aggregate balance measures output is only one row,
          # get the row via index 0 and return that.
          measures: Dict[str, float] = df.reset_index(
              drop=True
          ).to_dict(orient="records")[0]
      except Exception as e:
          # Warning instead of error so that other measures can be computed
          warnings.warn(
              f"Failed to transform aggregate measures due to {e!r}."
          )
  
      return measures
  
file_path: responsible-ai-toolbox/responsibleai/responsibleai/databalanceanalysis/data_balance_utils.py
imports: import warnings
  from typing import Any, Dict, List
  import pandas
  from responsibleai.databalanceanalysis.constants import Constants
label_desc: Use image node_id 5 for calling a global function with example usage: transform_aggregate_balance_measures(df) and returns: measures