Source code for torchtext.datasets.enwik9

import logging
from torchtext.utils import (
    download_from_url,
    extract_archive,
)
from torchtext.data.datasets_utils import (
    _RawTextIterableDataset,
    _wrap_split_argument,
    _add_docstring_header,
    _create_dataset_directory,
    _read_text_iterator,
)

URL = 'http://mattmahoney.net/dc/enwik9.zip'

MD5 = '3e773f8a1577fda2e27f871ca17f31fd'

NUM_LINES = {
    'train': 13147026
}

DATASET_NAME = "EnWik9"


@_add_docstring_header(num_lines=NUM_LINES)
@_create_dataset_directory(dataset_name=DATASET_NAME)
@_wrap_split_argument(('train',))
def EnWik9(root, split):
    dataset_tar = download_from_url(URL, root=root, hash_value=MD5, hash_type='md5')
    extracted_files = extract_archive(dataset_tar)
    path = extracted_files[0]
    logging.info('Creating {} data'.format(split))
    return _RawTextIterableDataset(DATASET_NAME,
                                   NUM_LINES[split], _read_text_iterator(path))