def credit_fe_columns_subset(data_frame, columns):
    """
    Subset of the dataset with as selected subset of fields.

    :param data_frame:  Spark DataFrame
    :return:  Spark DataFrame with only the subset of columns
    """
    data_frame = data_frame.select(columns)
    return data_frame