Commit
•
b38f4eb
1
Parent(s):
c90b8a6
Delete loading script
Browse files- cc_news.py +0 -114
cc_news.py
DELETED
@@ -1,114 +0,0 @@
|
|
1 |
-
# coding=utf-8
|
2 |
-
# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
|
3 |
-
#
|
4 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
5 |
-
# you may not use this file except in compliance with the License.
|
6 |
-
# You may obtain a copy of the License at
|
7 |
-
#
|
8 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
9 |
-
#
|
10 |
-
# Unless required by applicable law or agreed to in writing, software
|
11 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
12 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
13 |
-
# See the License for the specific language governing permissions and
|
14 |
-
# limitations under the License.
|
15 |
-
|
16 |
-
# Lint as: python3
|
17 |
-
"""The CC-News dataset is based on Common Crawl News Dataset by Sebastian Nagel"""
|
18 |
-
|
19 |
-
import json
|
20 |
-
import os
|
21 |
-
from fnmatch import fnmatch
|
22 |
-
|
23 |
-
import datasets
|
24 |
-
|
25 |
-
|
26 |
-
logger = datasets.logging.get_logger(__name__)
|
27 |
-
|
28 |
-
|
29 |
-
_DESCRIPTION = """\
|
30 |
-
CC-News containing news articles from news sites all over the world \
|
31 |
-
The data is available on AWS S3 in the Common Crawl bucket at /crawl-data/CC-NEWS/. \
|
32 |
-
This version of the dataset has 708241 articles. It represents a small portion of English \
|
33 |
-
language subset of the CC-News dataset created using news-please(Hamborg et al.,2017) to \
|
34 |
-
collect and extract English language portion of CC-News.
|
35 |
-
"""
|
36 |
-
|
37 |
-
_CITATION = """\
|
38 |
-
@InProceedings{Hamborg2017,
|
39 |
-
author = {Hamborg, Felix and Meuschke, Norman and Breitinger, Corinna and Gipp, Bela},
|
40 |
-
title = {news-please: A Generic News Crawler and Extractor},
|
41 |
-
year = {2017},
|
42 |
-
booktitle = {Proceedings of the 15th International Symposium of Information Science},
|
43 |
-
location = {Berlin},
|
44 |
-
doi = {10.5281/zenodo.4120316},
|
45 |
-
pages = {218--223},
|
46 |
-
month = {March}
|
47 |
-
}
|
48 |
-
"""
|
49 |
-
_PROJECT_URL = "https://commoncrawl.org/2016/10/news-dataset-available/"
|
50 |
-
_DOWNLOAD_URL = "data/cc_news.tar.gz"
|
51 |
-
|
52 |
-
|
53 |
-
class CCNewsConfig(datasets.BuilderConfig):
|
54 |
-
"""BuilderConfig for CCNews."""
|
55 |
-
|
56 |
-
def __init__(self, **kwargs):
|
57 |
-
"""BuilderConfig for CCNews.
|
58 |
-
Args:
|
59 |
-
**kwargs: keyword arguments forwarded to super.
|
60 |
-
"""
|
61 |
-
super(CCNewsConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
|
62 |
-
|
63 |
-
|
64 |
-
class CCNews(datasets.GeneratorBasedBuilder):
|
65 |
-
"""CC-News dataset."""
|
66 |
-
|
67 |
-
BUILDER_CONFIGS = [
|
68 |
-
CCNewsConfig(
|
69 |
-
name="plain_text",
|
70 |
-
description="Plain text",
|
71 |
-
)
|
72 |
-
]
|
73 |
-
|
74 |
-
def _info(self):
|
75 |
-
return datasets.DatasetInfo(
|
76 |
-
description=_DESCRIPTION,
|
77 |
-
features=datasets.Features(
|
78 |
-
{
|
79 |
-
"title": datasets.Value("string"),
|
80 |
-
"text": datasets.Value("string"),
|
81 |
-
"domain": datasets.Value("string"),
|
82 |
-
"date": datasets.Value("string"),
|
83 |
-
"description": datasets.Value("string"),
|
84 |
-
"url": datasets.Value("string"),
|
85 |
-
"image_url": datasets.Value("string"),
|
86 |
-
}
|
87 |
-
),
|
88 |
-
supervised_keys=None,
|
89 |
-
homepage=_PROJECT_URL,
|
90 |
-
citation=_CITATION,
|
91 |
-
)
|
92 |
-
|
93 |
-
def _split_generators(self, dl_manager):
|
94 |
-
archive = dl_manager.download(_DOWNLOAD_URL)
|
95 |
-
|
96 |
-
return [
|
97 |
-
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"files": dl_manager.iter_archive(archive)}),
|
98 |
-
]
|
99 |
-
|
100 |
-
def _generate_examples(self, files):
|
101 |
-
id_ = 0
|
102 |
-
for article_file_path, f in files:
|
103 |
-
if fnmatch(os.path.basename(article_file_path), "*.json"):
|
104 |
-
article = json.load(f)
|
105 |
-
yield id_, {
|
106 |
-
"title": article["title"].strip() if article["title"] is not None else "",
|
107 |
-
"text": article["maintext"].strip() if article["maintext"] is not None else "",
|
108 |
-
"domain": article["source_domain"].strip() if article["source_domain"] is not None else "",
|
109 |
-
"date": article["date_publish"].strip() if article["date_publish"] is not None else "",
|
110 |
-
"description": article["description"].strip() if article["description"] is not None else "",
|
111 |
-
"url": article["url"].strip() if article["url"] is not None else "",
|
112 |
-
"image_url": article["image_url"].strip() if article["image_url"] is not None else "",
|
113 |
-
}
|
114 |
-
id_ += 1
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|