def METHOD_NAME(sample_features):
    # test the scenario when previous feature importance df is none
    prev_df, curr_df = None, unevaluated_fi_df_template(sample_features)
    assert merge_importance_dfs(prev_df, curr_df, using_prev_fit_fi=set()) is curr_df