Datasets:
Languages:
Indonesian
Multilinguality:
monolingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
no-annotation
Source Datasets:
original
Tags:
License:
| # coding=utf-8 | |
| # 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. | |
| """Indonesian Newspapers 2018""" | |
| import json | |
| import datasets | |
| logger = datasets.logging.get_logger(__name__) | |
| _CITATION = """\ | |
| @inproceedings{id_newspapers_2018, | |
| author = {}, | |
| title = {Indonesian Newspapers 2018}, | |
| year = {2019}, | |
| url = {https://github.com/feryandi/Dataset-Artikel}, | |
| } | |
| """ | |
| _DESCRIPTION = """\ | |
| The dataset contains around 500K articles (136M of words) from 7 Indonesian newspapers: Detik, Kompas, Tempo, | |
| CNN Indonesia, Sindo, Republika and Poskota. The articles are dated between 1st January 2018 and 20th August 2018 | |
| (with few exceptions dated earlier). The size of uncompressed 500K json files (newspapers-json.tgz) is around 2.2GB, | |
| and the cleaned uncompressed in a big text file (newspapers.txt.gz) is about 1GB. The original source in Google Drive | |
| contains also a dataset in html format which include raw data (pictures, css, javascript, ...) | |
| from the online news website | |
| """ | |
| _HOMEPAGE = "https://github.com/feryandi/Dataset-Artikel" | |
| _LICENSE = "Creative Commons Attribution-ShareAlike 4.0 International Public License" | |
| _URL = "http://cloud.uncool.ai/index.php/s/kF83dQHfGeS2LX2/download" | |
| class IdNewspapers2018Config(datasets.BuilderConfig): | |
| """BuilderConfig for IdNewspapers2018""" | |
| def __init__(self, **kwargs): | |
| """BuilderConfig for IdNewspapers2018. | |
| Args: | |
| **kwargs: keyword arguments forwarded to super. | |
| """ | |
| super(IdNewspapers2018Config, self).__init__(**kwargs) | |
| class IdNewspapers2018(datasets.GeneratorBasedBuilder): | |
| VERSION = datasets.Version("1.0.0") | |
| BUILDER_CONFIGS = [ | |
| IdNewspapers2018Config( | |
| name="id_newspapers_2018", | |
| version=VERSION, | |
| description="IdNewspapers2018 dataset", | |
| ), | |
| ] | |
| def _info(self): | |
| features = datasets.Features( | |
| { | |
| "id": datasets.Value("string"), | |
| "url": datasets.Value("string"), | |
| "date": datasets.Value("string"), | |
| "title": datasets.Value("string"), | |
| "content": datasets.Value("string"), | |
| } | |
| ) | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=features, | |
| supervised_keys=None, | |
| homepage=_HOMEPAGE, | |
| license=_LICENSE, | |
| citation=_CITATION, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| archive = dl_manager.download(_URL) | |
| return [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, | |
| gen_kwargs={ | |
| "files": dl_manager.iter_archive(archive), | |
| }, | |
| ) | |
| ] | |
| def _generate_examples(self, files): | |
| id = 0 | |
| for path, f in files: | |
| if path.startswith("newspapers") and path.endswith(".json"): | |
| data = json.loads(f.read().decode("utf-8")) | |
| yield id, { | |
| "id": str(id), | |
| "url": data["url"], | |
| "date": data["date"], | |
| "title": data["title"], | |
| "content": data["content"], | |
| } | |
| id += 1 | |