File size: 4,536 Bytes
4770bd8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 |
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Wikipedia-Utils: Preprocessed Wikipedia Texts for NLP"""
import json
from typing import Dict, Iterator, List, Tuple, Union
import datasets
_DESCRIPTION = "Preprocessed Wikipedia texts generated with scripts in singletongue/wikipedia-utils repo."
_HOMEPAGE = "https://github.com/singletongue/wikipedia-utils"
_LICENSE = "The content of Wikipedia is licensed under the CC-BY-SA 3.0 and GFDL licenses."
_URL_BASE = "https://github.com/singletongue/wikipedia-utils/releases/download"
_URLS = {
"corpus-jawiki-20230403": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403.txt.gz",
"corpus-jawiki-20230403-cirrus": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403-cirrus.txt.gz",
"corpus-jawiki-20230403-filtered-large": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403-filtered-large.txt.gz",
"paragraphs-jawiki-20230403": f"{_URL_BASE}/2023-04-03/paragraphs-jawiki-20230403.json.gz",
"passages-c300-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-c300-jawiki-20230403.json.gz",
"passages-c400-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-c400-jawiki-20230403.json.gz",
"passages-para-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-para-jawiki-20230403.json.gz",
}
_VERSION = datasets.Version("1.0.0")
class WikipediaUtils(datasets.GeneratorBasedBuilder):
"""Wikipedia-Utils dataset."""
BUILDER_CONFIGS = [datasets.BuilderConfig(name=name, version=_VERSION) for name in _URLS.keys()]
def _info(self) -> datasets.DatasetInfo:
if self.config.name.startswith("corpus"):
features = datasets.Features({"text": datasets.Value("string")})
elif self.config.name.startswith("paragraphs"):
features = datasets.Features(
{
"id": datasets.Value("string"),
"pageid": datasets.Value("int64"),
"revid": datasets.Value("int64"),
"paragraph_index": datasets.Value("int64"),
"title": datasets.Value("string"),
"section": datasets.Value("string"),
"text": datasets.Value("string"),
"html_tag": datasets.Value("string"),
}
)
elif self.config.name.startswith("passages"):
features = datasets.Features(
{
"id": datasets.Value("int64"),
"pageid": datasets.Value("int64"),
"revid": datasets.Value("int64"),
"title": datasets.Value("string"),
"section": datasets.Value("string"),
"text": datasets.Value("string"),
}
)
else:
raise ValueError("Invalid dataset config name is specified.")
return datasets.DatasetInfo(
description=_DESCRIPTION,
features=features,
homepage=_HOMEPAGE,
license=_LICENSE,
)
def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
url = _URLS[self.config.name]
filepath = dl_manager.download_and_extract(url)
return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": filepath})]
def _generate_examples(self, filepath: str) -> Iterator[Tuple[int, Dict[str, Union[int, str]]]]:
if self.config.name.startswith("corpus"):
with open(filepath) as f:
for id_, line in enumerate(f):
line = line.rstrip("\n")
yield id_, {"text": line}
elif self.config.name.startswith(("paragraphs", "passages")):
with open(filepath) as f:
for line in f:
item = json.loads(line)
yield item["id"], item
else:
raise ValueError("Invalid dataset config name is specified.")
|