singletongue
commited on
Commit
•
27bb3cc
1
Parent(s):
cc1be2d
Remove the dataset loading script
Browse files- wikipedia-utils.py +0 -130
wikipedia-utils.py
DELETED
@@ -1,130 +0,0 @@
|
|
1 |
-
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
|
2 |
-
# Copyright 2023 Masatoshi Suzuki (@singletongue)
|
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 |
-
"""Wikipedia-Utils: Preprocessed Wikipedia Texts for NLP"""
|
16 |
-
|
17 |
-
import io
|
18 |
-
from typing import Iterator, List, Tuple
|
19 |
-
|
20 |
-
import datasets
|
21 |
-
import pyarrow as pa
|
22 |
-
|
23 |
-
|
24 |
-
_DESCRIPTION = "Preprocessed Wikipedia texts generated with scripts in singletongue/wikipedia-utils repo."
|
25 |
-
|
26 |
-
_HOMEPAGE = "https://github.com/singletongue/wikipedia-utils"
|
27 |
-
|
28 |
-
_LICENSE = "The content of Wikipedia is licensed under the CC-BY-SA 3.0 and GFDL licenses."
|
29 |
-
|
30 |
-
_URL_BASE = "https://github.com/singletongue/wikipedia-utils/releases/download"
|
31 |
-
_URLS = {
|
32 |
-
"corpus-jawiki-20240401": f"{_URL_BASE}/2024-04-01/corpus-jawiki-20240401.txt.gz",
|
33 |
-
"corpus-jawiki-20240401-cirrus": f"{_URL_BASE}/2024-04-01/corpus-jawiki-20240401-cirrus.txt.gz",
|
34 |
-
"corpus-jawiki-20240401-filtered-large": f"{_URL_BASE}/2024-04-01/corpus-jawiki-20240401-filtered-large.txt.gz",
|
35 |
-
"paragraphs-jawiki-20240401": f"{_URL_BASE}/2024-04-01/paragraphs-jawiki-20240401.json.gz",
|
36 |
-
"passages-c300-jawiki-20240401": f"{_URL_BASE}/2024-04-01/passages-c300-jawiki-20240401.json.gz",
|
37 |
-
"passages-c400-jawiki-20240401": f"{_URL_BASE}/2024-04-01/passages-c400-jawiki-20240401.json.gz",
|
38 |
-
"passages-para-jawiki-20240401": f"{_URL_BASE}/2024-04-01/passages-para-jawiki-20240401.json.gz",
|
39 |
-
"corpus-jawiki-20230403": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403.txt.gz",
|
40 |
-
"corpus-jawiki-20230403-cirrus": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403-cirrus.txt.gz",
|
41 |
-
"corpus-jawiki-20230403-filtered-large": f"{_URL_BASE}/2023-04-03/corpus-jawiki-20230403-filtered-large.txt.gz",
|
42 |
-
"paragraphs-jawiki-20230403": f"{_URL_BASE}/2023-04-03/paragraphs-jawiki-20230403.json.gz",
|
43 |
-
"passages-c300-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-c300-jawiki-20230403.json.gz",
|
44 |
-
"passages-c400-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-c400-jawiki-20230403.json.gz",
|
45 |
-
"passages-para-jawiki-20230403": f"{_URL_BASE}/2023-04-03/passages-para-jawiki-20230403.json.gz",
|
46 |
-
}
|
47 |
-
|
48 |
-
_VERSION = datasets.Version("1.0.0")
|
49 |
-
|
50 |
-
|
51 |
-
class WikipediaUtils(datasets.ArrowBasedBuilder):
|
52 |
-
"""Wikipedia-Utils dataset."""
|
53 |
-
|
54 |
-
BUILDER_CONFIGS = [datasets.BuilderConfig(name=name, version=_VERSION) for name in _URLS.keys()]
|
55 |
-
|
56 |
-
def _info(self) -> datasets.DatasetInfo:
|
57 |
-
if self.config.name.startswith("corpus"):
|
58 |
-
features = datasets.Features({"text": datasets.Value("string")})
|
59 |
-
elif self.config.name.startswith("paragraphs"):
|
60 |
-
features = datasets.Features(
|
61 |
-
{
|
62 |
-
"id": datasets.Value("string"),
|
63 |
-
"pageid": datasets.Value("int64"),
|
64 |
-
"revid": datasets.Value("int64"),
|
65 |
-
"paragraph_index": datasets.Value("int64"),
|
66 |
-
"title": datasets.Value("string"),
|
67 |
-
"section": datasets.Value("string"),
|
68 |
-
"text": datasets.Value("string"),
|
69 |
-
"html_tag": datasets.Value("string"),
|
70 |
-
}
|
71 |
-
)
|
72 |
-
elif self.config.name.startswith("passages"):
|
73 |
-
features = datasets.Features(
|
74 |
-
{
|
75 |
-
"id": datasets.Value("int64"),
|
76 |
-
"pageid": datasets.Value("int64"),
|
77 |
-
"revid": datasets.Value("int64"),
|
78 |
-
"title": datasets.Value("string"),
|
79 |
-
"section": datasets.Value("string"),
|
80 |
-
"text": datasets.Value("string"),
|
81 |
-
}
|
82 |
-
)
|
83 |
-
else:
|
84 |
-
raise ValueError("Invalid dataset config name is specified.")
|
85 |
-
|
86 |
-
return datasets.DatasetInfo(
|
87 |
-
description=_DESCRIPTION,
|
88 |
-
features=features,
|
89 |
-
homepage=_HOMEPAGE,
|
90 |
-
license=_LICENSE,
|
91 |
-
)
|
92 |
-
|
93 |
-
def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
|
94 |
-
url = _URLS[self.config.name]
|
95 |
-
filepath = dl_manager.download_and_extract(url)
|
96 |
-
return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": filepath})]
|
97 |
-
|
98 |
-
def _generate_tables(self, filepath: str, chunksize: int = 10 << 20) -> Iterator[Tuple[int, pa.Table]]:
|
99 |
-
if self.config.name.startswith("corpus"):
|
100 |
-
with open(filepath) as f:
|
101 |
-
batch_idx = 0
|
102 |
-
while True:
|
103 |
-
batch = f.read(chunksize)
|
104 |
-
if not batch:
|
105 |
-
break
|
106 |
-
|
107 |
-
batch += f.readline()
|
108 |
-
batch = [line.rstrip("\n") for line in io.StringIO(batch).readlines()]
|
109 |
-
pa_table = pa.Table.from_arrays([pa.array(batch)], names=["text"])
|
110 |
-
|
111 |
-
yield batch_idx, pa_table
|
112 |
-
batch_idx += 1
|
113 |
-
elif self.config.name.startswith(("paragraphs", "passages")):
|
114 |
-
with open(filepath, "rb") as f:
|
115 |
-
batch_idx = 0
|
116 |
-
block_size = max(chunksize // 32, 16 << 10)
|
117 |
-
while True:
|
118 |
-
batch = f.read(chunksize)
|
119 |
-
if not batch:
|
120 |
-
break
|
121 |
-
|
122 |
-
batch += f.readline()
|
123 |
-
pa_table = pa.json.read_json(
|
124 |
-
io.BytesIO(batch), read_options=pa.json.ReadOptions(block_size=block_size)
|
125 |
-
)
|
126 |
-
|
127 |
-
yield batch_idx, pa_table
|
128 |
-
batch_idx += 1
|
129 |
-
else:
|
130 |
-
raise ValueError("Invalid dataset config name is specified.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|