def METHOD_NAME(logfile):
  """Get a dict with dataframes with metrics for each 
    tuning run. 
    Preferable format for saving dataframes for tables.
    Args:
        logfile: str path to logfile.
    Returns:
        DataFrame where indices are index of eval and 
        columns are metric names.
    """
  trials_dict = get_trials_dict(logfile)
  trials_df_dict = {}
  for trial in trials_dict.keys():
    metrics = trials_dict[trial]
    trials_df_dict[trial] = pd.DataFrame(metrics)
  return trials_df_dict