Datasets:
Commit
•
d6a0594
0
Parent(s):
Update files from the datasets library (from 1.2.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.2.0
- .gitattributes +27 -0
- README.md +154 -0
- dataset_infos.json +1 -0
- dummy/id_newspapers_2018/1.0.0/dummy_data.zip +3 -0
- id_newspapers_2018.py +119 -0
.gitattributes
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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annotations_creators:
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- no-annotation
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language_creators:
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- found
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languages:
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- id
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licenses:
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- cc-by-4-0
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multilinguality:
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- monolingual
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size_categories:
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- n>1M
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source_datasets:
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- original
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task_categories:
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- sequence-modeling
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task_ids:
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- language-modeling
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---
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# Dataset Card for Indonesian Newspapers 2018
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks](#supported-tasks-and-leaderboards)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-instances)
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- [Data Splits](#data-instances)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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## Dataset Description
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- **Homepage:** [Indonesian Newspapers](https://github.com/feryandi/Dataset-Artikel)
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- **Repository:** [Indonesian Newspapers](https://github.com/feryandi/Dataset-Artikel)
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:** [feryandi.n@gmail.com](mailto:feryandi.n@gmail.com),
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[cahya.wirawan@gmail.com](mailto:cahya.wirawan@gmail.com)
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### Dataset Summary
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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. A copy of the original dataset is available at
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https://cloud.uncool.ai/index.php/s/mfYEAgKQoY3ebbM
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### Supported Tasks and Leaderboards
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[More Information Needed]
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### Languages
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Indonesian
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## Dataset Structure
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```
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{
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'id': 'string',
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'url': 'string',
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'date': 'string',
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'title': 'string',
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'content': 'string'
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}
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```
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### Data Instances
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[More Information Needed]
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### Data Fields
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- `id`: id of the sample
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- `url`: the url to the original article
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- `date`: the publishing date of the article
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- `title`: the title of the article
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- `content`: the content of the article
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### Data Splits
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The dataset contains train set.
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## Dataset Creation
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### Curation Rationale
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[More Information Needed]
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### Source Data
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#### Initial Data Collection and Normalization
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[More Information Needed]
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#### Who are the source language producers?
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[More Information Needed]
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### Annotations
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#### Annotation process
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[More Information Needed]
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#### Who are the annotators?
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[More Information Needed]
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### Personal and Sensitive Information
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[More Information Needed]
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## Considerations for Using the Data
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### Social Impact of Dataset
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[More Information Needed]
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### Discussion of Biases
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[More Information Needed]
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### Other Known Limitations
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[More Information Needed]
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## Additional Information
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### Dataset Curators
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[More Information Needed]
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### Licensing Information
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[More Information Needed]
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### Citation Information
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[More Information Needed]
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dataset_infos.json
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{"id_newspapers_2018": {"description": "The dataset contains around 500K articles (136M of words) from 7 Indonesian newspapers: Detik, Kompas, Tempo,\nCNN Indonesia, Sindo, Republika and Poskota. The articles are dated between 1st January 2018 and 20th August 2018\n(with few exceptions dated earlier). The size of uncompressed 500K json files (newspapers-json.tgz) is around 2.2GB,\nand the cleaned uncompressed in a big text file (newspapers.txt.gz) is about 1GB. The original source in Google Drive\ncontains also a dataset in html format which include raw data (pictures, css, javascript, ...)\nfrom the online news website\n", "citation": "@inproceedings{id_newspapers_2018,\n author = {},\n title = {Indonesian Newspapers 2018},\n year = {2019},\n url = {https://github.com/feryandi/Dataset-Artikel},\n}\n", "homepage": "https://github.com/feryandi/Dataset-Artikel", "license": "Creative Commons Attribution-ShareAlike 4.0 International Public License", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "url": {"dtype": "string", "id": null, "_type": "Value"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "content": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "id_newspapers2018", "config_name": "id_newspapers_2018", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1116031922, "num_examples": 499164, "dataset_name": "id_newspapers2018"}}, "download_checksums": {"http://cloud.uncool.ai/index.php/s/kF83dQHfGeS2LX2/download": {"num_bytes": 446018349, "checksum": "9fbafe1f5797316aab786af488bc8d5442b5ee17490d41d0705f8cc1cb93ee1c"}}, "download_size": 446018349, "post_processing_size": null, "dataset_size": 1116031922, "size_in_bytes": 1562050271}}
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dummy/id_newspapers_2018/1.0.0/dummy_data.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c809dc501acb917b189422ff21296a204b0223772d9b13c00f18192563ce13d
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size 1718
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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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from __future__ import absolute_import, division, print_function
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import glob
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import json
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import logging
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import os
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import datasets
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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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39 |
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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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40 |
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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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41 |
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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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_URLs = ["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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my_urls = _URLs[0]
|
95 |
+
data_dir = dl_manager.download_and_extract(my_urls)
|
96 |
+
return [
|
97 |
+
datasets.SplitGenerator(
|
98 |
+
name=datasets.Split.TRAIN,
|
99 |
+
gen_kwargs={
|
100 |
+
"article_dir": os.path.join(data_dir, "newspapers"),
|
101 |
+
"split": "train",
|
102 |
+
},
|
103 |
+
)
|
104 |
+
]
|
105 |
+
|
106 |
+
def _generate_examples(self, article_dir, split):
|
107 |
+
logging.info("⏳ Generating %s examples from = %s", split, article_dir)
|
108 |
+
id = 0
|
109 |
+
for path in sorted(glob.glob(os.path.join(article_dir, "**/*.json"), recursive=True)):
|
110 |
+
with open(path, encoding="utf-8") as f:
|
111 |
+
data = json.load(f)
|
112 |
+
yield id, {
|
113 |
+
"id": str(id),
|
114 |
+
"url": data["url"],
|
115 |
+
"date": data["date"],
|
116 |
+
"title": data["title"],
|
117 |
+
"content": data["content"],
|
118 |
+
}
|
119 |
+
id += 1
|