def transform(data: pd.DataFrame):
    """
    Wrapper containing all the transformations from the ETL pipeline.
    """

    data = cleaning.rename_columns(data)
    data = cleaning.cast_columns(data)
    data = cleaning.encode_area_column(data)

    return data

    Wrapper containing all the transformations from the ETL pipeline.
    
feature-pipeline/feature_pipeline/pipeline.py