Datasets:
Sub-tasks:
language-modeling
Multilinguality:
multilingual
Size Categories:
1M<n<10M
Source Datasets:
wikipedia
Tags:
License:
# Copyright 2022 The HuggingFace Datasets Authors and Dan Saattrup Nielsen. | |
# | |
# 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. | |
"""Python build script for the ScandiWiki dataset.""" | |
import json | |
from pathlib import Path | |
from typing import List | |
from datasets import Version | |
from datasets.builder import BuilderConfig, GeneratorBasedBuilder | |
from datasets.download import DownloadManager | |
from datasets.features import Features, Value | |
from datasets.info import DatasetInfo | |
from datasets.splits import SplitGenerator | |
_DESCRIPTION = """ | |
ScandiWiki is a parsed and deduplicated version of the Danish, Norwegian Bokmål, | |
Norwegian Nynorsk, Swedish, Icelandic and Faroese Wikipedia corpora, as of January | |
2023. | |
""" | |
_LICENSE = "CC BY-SA 4.0" | |
_BASE_URL = ( | |
"https://huggingface.co/datasets/alexandrainst/scandi-wiki/resolve/main/data" | |
) | |
# _CITATION = """ | |
# @InProceedings{huggingface:dataset, | |
# title = {ScandiWiki: A Scandinavian Wikipedia Dump}, | |
# author={Dan Saattrup Nielsen}, | |
# year={2022} | |
# } | |
# """ | |
class ScandiWiki(GeneratorBasedBuilder): | |
"""Scandinavian part of Wikipedia.""" | |
VERSION = Version("1.0.1") | |
BUILDER_CONFIGS = [ | |
BuilderConfig( | |
name="da", | |
version=VERSION, | |
description="The deduplicated Danish part of Wikipedia.", | |
), | |
BuilderConfig( | |
name="sv", | |
version=VERSION, | |
description="The deduplicated Swedish part of Wikipedia.", | |
), | |
BuilderConfig( | |
name="nb", | |
version=VERSION, | |
description="The deduplicated Norwegian Bokmål part of Wikipedia.", | |
), | |
BuilderConfig( | |
name="nn", | |
version=VERSION, | |
description="The deduplicated Norwegian Nynorsk part of Wikipedia.", | |
), | |
BuilderConfig( | |
name="is", | |
version=VERSION, | |
description="The deduplicated Icelandic part of Wikipedia.", | |
), | |
BuilderConfig( | |
name="fo", | |
version=VERSION, | |
description="The deduplicated Faroese part of Wikipedia.", | |
), | |
] | |
def _info(self) -> DatasetInfo: | |
features = Features( | |
{ | |
"id": Value("string"), | |
"url": Value("string"), | |
"title": Value("string"), | |
"text": Value("string"), | |
} | |
) | |
return DatasetInfo( | |
description=_DESCRIPTION, | |
features=features, | |
license=_LICENSE, | |
# homepage=_HOMEPAGE, | |
# citation=_CITATION, | |
) | |
def _split_generators(self, dl_manager: DownloadManager) -> List[SplitGenerator]: | |
url = f"{_BASE_URL}/{self.config.name}.jsonl" | |
downloaded_file = dl_manager.download_and_extract(url) | |
return [ | |
SplitGenerator( | |
name="train", | |
gen_kwargs=dict(filepath=downloaded_file), | |
), | |
] | |
def _generate_examples(self, filepath: str): | |
with Path(filepath).open(encoding="utf-8") as f: | |
for key, row in enumerate(f): | |
data = json.loads(row) | |
yield key, data | |