Datasets:
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Browse files- id_newspapers_2018.py +0 -115
id_newspapers_2018.py
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# coding=utf-8
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Indonesian Newspapers 2018"""
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import json
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import datasets
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logger = datasets.logging.get_logger(__name__)
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_CITATION = """\
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@inproceedings{id_newspapers_2018,
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author = {},
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title = {Indonesian Newspapers 2018},
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year = {2019},
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url = {https://github.com/feryandi/Dataset-Artikel},
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}
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"""
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_DESCRIPTION = """\
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The dataset contains around 500K articles (136M of words) from 7 Indonesian newspapers: Detik, Kompas, Tempo,
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CNN Indonesia, Sindo, Republika and Poskota. The articles are dated between 1st January 2018 and 20th August 2018
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(with few exceptions dated earlier). The size of uncompressed 500K json files (newspapers-json.tgz) is around 2.2GB,
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and the cleaned uncompressed in a big text file (newspapers.txt.gz) is about 1GB. The original source in Google Drive
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contains also a dataset in html format which include raw data (pictures, css, javascript, ...)
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from the online news website
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"""
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_HOMEPAGE = "https://github.com/feryandi/Dataset-Artikel"
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_LICENSE = "Creative Commons Attribution-ShareAlike 4.0 International Public License"
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_URL = "http://cloud.uncool.ai/index.php/s/kF83dQHfGeS2LX2/download"
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class IdNewspapers2018Config(datasets.BuilderConfig):
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"""BuilderConfig for IdNewspapers2018"""
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def __init__(self, **kwargs):
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"""BuilderConfig for IdNewspapers2018.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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super(IdNewspapers2018Config, self).__init__(**kwargs)
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class IdNewspapers2018(datasets.GeneratorBasedBuilder):
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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IdNewspapers2018Config(
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name="id_newspapers_2018",
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version=VERSION,
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description="IdNewspapers2018 dataset",
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),
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]
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def _info(self):
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features = datasets.Features(
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{
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"id": datasets.Value("string"),
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"url": datasets.Value("string"),
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"date": datasets.Value("string"),
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"title": datasets.Value("string"),
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"content": datasets.Value("string"),
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}
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)
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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supervised_keys=None,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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archive = dl_manager.download(_URL)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"files": dl_manager.iter_archive(archive),
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},
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)
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]
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def _generate_examples(self, files):
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id = 0
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for path, f in files:
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if path.startswith("newspapers") and path.endswith(".json"):
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data = json.loads(f.read().decode("utf-8"))
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yield id, {
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"id": str(id),
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"url": data["url"],
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"date": data["date"],
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"title": data["title"],
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"content": data["content"],
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}
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id += 1
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