cifar10_download_and_extract.py

"""Downloads and extracts the binary version of the CIFAR-10 dataset."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import argparse
import os
import sys
import tarfile

from six.moves import urllib
import tensorflow as tf

DATA_URL = 'https://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz'

parser = argparse.ArgumentParser()

parser.add_argument(
    '--data_dir', type=str, default='/tmp/cifar10_data',
    help='Directory to download data and extract the tarball')


def main(unused_argv):
    """Download and extract the tarball from Alex's website."""
    if not os.path.exists(FLAGS.data_dir):
        os.makedirs(FLAGS.data_dir)

    filename = DATA_URL.split('/')[-1]
    filepath = os.path.join(FLAGS.data_dir, filename)

    if not os.path.exists(filepath):
        def _progress(count, block_size, total_size):
            sys.stdout.write('\r>> Downloading %s %.1f%%' % (
                filename, 100.0 * count * block_size / total_size))
            sys.stdout.flush()

        filepath, _ = urllib.request.urlretrieve(DATA_URL, filepath, _progress)
        print()
        statinfo = os.stat(filepath)
        print('Successfully downloaded', filename, statinfo.st_size, 'bytes.')

    tarfile.open(filepath, 'r:gz').extractall(FLAGS.data_dir)


if __name__ == '__main__':
    FLAGS, unparsed = parser.parse_known_args()
    tf.app.run(argv=[sys.argv[0]] + unparsed)