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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _get_vqa_v2_image_raw_dataset(directory, image_root_url, image_urls):
 """Extract the VQA V2 image data set to directory unless it's there."""

  for url in image_urls:
    filename = os.path.basename(url)
    download_url = os.path.join(image_root_url, url)
    path = generator_utils.maybe_download(directory, filename, download_url)
    unzip_dir = os.path.join(directory, filename.strip(".zip"))
    if not tf.gfile.Exists(unzip_dir):
      zipfile.ZipFile(path, "r").extractall(directory)