with zipfile.ZipFile(ZIP_NAME, 'w') as zipf:
       for folderName, subfolders, filenames in os.walk(DATA_PATH):
           for filename in filenames:
               filePath = os.path.join(folderName, filename)
               zipf.write(filePath, os.path.basename(filePath))