Datasets:
zaenal
commited on
Commit
•
993c030
1
Parent(s):
4d30bab
add py files
Browse files- idnnews.py +55 -0
idnnews.py
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import re
|
2 |
+
|
3 |
+
import datasets
|
4 |
+
import glob
|
5 |
+
|
6 |
+
|
7 |
+
_DESCRIPTION = """\
|
8 |
+
An open-source of Indonesian news from various portals from Dec 2022 to Sep 2021
|
9 |
+
"""
|
10 |
+
|
11 |
+
_N_DATA_FILES = 4
|
12 |
+
|
13 |
+
|
14 |
+
_DATA_FILES = glob.glob('data/*00.txt.gz')
|
15 |
+
|
16 |
+
|
17 |
+
class IdnNewsScrap(datasets.GeneratorBasedBuilder):
|
18 |
+
"""The Indonesian News Scrap dataset."""
|
19 |
+
|
20 |
+
BUILDER_CONFIGS = [
|
21 |
+
datasets.BuilderConfig(
|
22 |
+
name="plain_text",
|
23 |
+
description="Plain text",
|
24 |
+
version=datasets.Version("1.0.0"),
|
25 |
+
)
|
26 |
+
]
|
27 |
+
|
28 |
+
def _info(self):
|
29 |
+
return datasets.DatasetInfo(
|
30 |
+
description=_DESCRIPTION,
|
31 |
+
features=datasets.Features({"text": datasets.Value("string")}),
|
32 |
+
)
|
33 |
+
|
34 |
+
def _split_generators(self, dl_manager):
|
35 |
+
archives = dl_manager.download(_DATA_FILES)
|
36 |
+
return [
|
37 |
+
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={
|
38 |
+
"archive_iterators": [
|
39 |
+
dl_manager.iter_archive(archive) for archive in archives
|
40 |
+
],
|
41 |
+
"iter_archive": dl_manager.iter_archive
|
42 |
+
}),
|
43 |
+
]
|
44 |
+
|
45 |
+
def _generate_examples(self, archive_iterators, iter_archive):
|
46 |
+
"""Yields examples."""
|
47 |
+
for archive_iterator in archive_iterators:
|
48 |
+
for xz_filepath, xz_f in archive_iterator:
|
49 |
+
if not xz_filepath.endswith(".gz"):
|
50 |
+
continue
|
51 |
+
for txt_filepath, txt_f in iter_archive(xz_f):
|
52 |
+
if not txt_filepath.endswith(".txt"):
|
53 |
+
continue
|
54 |
+
idx = f"{xz_filepath}/{txt_filepath}"
|
55 |
+
yield idx, {"text": re.sub("\n\n\n+", "\n\n", txt_f.read().decode("utf-8")).strip()}
|