Datasets:
Tasks:
Summarization
Multilinguality:
multilingual
Language Creators:
crowdsourced
Annotations Creators:
crowdsourced
Source Datasets:
original
ArXiv:
Tags:
License:
Commit
•
a6b15b4
1
Parent(s):
ca7c9b3
Update loading script
Browse files- wiki_lingua.py +34 -56
wiki_lingua.py
CHANGED
|
@@ -15,7 +15,7 @@
|
|
| 15 |
"""TODO: Add a description here."""
|
| 16 |
|
| 17 |
|
| 18 |
-
import
|
| 19 |
|
| 20 |
import datasets
|
| 21 |
|
|
@@ -43,27 +43,28 @@ _HOMEPAGE = "https://github.com/esdurmus/Wikilingua"
|
|
| 43 |
|
| 44 |
_LICENSE = "CC BY-NC-SA 3.0"
|
| 45 |
|
| 46 |
-
# Download
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
"
|
| 50 |
-
"
|
| 51 |
-
"
|
| 52 |
-
"
|
| 53 |
-
"
|
| 54 |
-
"
|
| 55 |
-
"
|
| 56 |
-
"
|
| 57 |
-
"
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
-
|
|
|
|
| 67 |
|
| 68 |
|
| 69 |
class WikiLingua(datasets.GeneratorBasedBuilder):
|
|
@@ -83,32 +84,12 @@ class WikiLingua(datasets.GeneratorBasedBuilder):
|
|
| 83 |
# data = datasets.load_dataset('my_dataset', 'first_domain')
|
| 84 |
# data = datasets.load_dataset('my_dataset', 'second_domain')
|
| 85 |
BUILDER_CONFIGS = [
|
| 86 |
-
datasets.BuilderConfig(name="arabic", version=VERSION, description="A subset of article-summary in Arabic"),
|
| 87 |
-
datasets.BuilderConfig(name="chinese", version=VERSION, description="A subset of article-summary in Chinese"),
|
| 88 |
-
datasets.BuilderConfig(name="czech", version=VERSION, description="A subset of article-summary in Czech"),
|
| 89 |
-
datasets.BuilderConfig(name="dutch", version=VERSION, description="A subset of article-summary in Dutch"),
|
| 90 |
-
datasets.BuilderConfig(name="english", version=VERSION, description="A subset of article-summary in English"),
|
| 91 |
-
datasets.BuilderConfig(name="french", version=VERSION, description="A subset of article-summary in French"),
|
| 92 |
-
datasets.BuilderConfig(name="german", version=VERSION, description="A subset of article-summary in German"),
|
| 93 |
-
datasets.BuilderConfig(name="hindi", version=VERSION, description="A subset of article-summary in Hindi"),
|
| 94 |
-
datasets.BuilderConfig(
|
| 95 |
-
name="indonesian", version=VERSION, description="A subset of article-summary in Indonesian"
|
| 96 |
-
),
|
| 97 |
-
datasets.BuilderConfig(name="italian", version=VERSION, description="A subset of article-summary in Italian"),
|
| 98 |
-
datasets.BuilderConfig(
|
| 99 |
-
name="japanese", version=VERSION, description="A subset of article-summary in Japanese"
|
| 100 |
-
),
|
| 101 |
-
datasets.BuilderConfig(name="korean", version=VERSION, description="A subset of article-summary in Korean"),
|
| 102 |
datasets.BuilderConfig(
|
| 103 |
-
name=
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
|
| 108 |
-
datasets.BuilderConfig(name="turkish", version=VERSION, description="A subset of article-summary in Turkish"),
|
| 109 |
-
datasets.BuilderConfig(
|
| 110 |
-
name="vietnamese", version=VERSION, description="A subset of article-summary in Vietnamese"
|
| 111 |
-
),
|
| 112 |
]
|
| 113 |
|
| 114 |
DEFAULT_CONFIG_NAME = "english"
|
|
@@ -162,16 +143,13 @@ class WikiLingua(datasets.GeneratorBasedBuilder):
|
|
| 162 |
|
| 163 |
def _split_generators(self, dl_manager):
|
| 164 |
"""Returns SplitGenerators."""
|
| 165 |
-
|
| 166 |
-
# See create_dummy.py to create new dummy data
|
| 167 |
-
train_fname = dl_manager.download_and_extract(my_urls)
|
| 168 |
return [
|
| 169 |
datasets.SplitGenerator(
|
| 170 |
name=datasets.Split.TRAIN,
|
| 171 |
# These kwargs will be passed to _generate_examples
|
| 172 |
gen_kwargs={
|
| 173 |
-
"filepath":
|
| 174 |
-
"split": "train",
|
| 175 |
},
|
| 176 |
),
|
| 177 |
]
|
|
@@ -189,9 +167,9 @@ class WikiLingua(datasets.GeneratorBasedBuilder):
|
|
| 189 |
|
| 190 |
return processed_article
|
| 191 |
|
| 192 |
-
def _generate_examples(self, filepath
|
| 193 |
"""Yields examples."""
|
| 194 |
with open(filepath, "rb") as f:
|
| 195 |
-
|
| 196 |
-
|
| 197 |
-
yield id_, {"url": row[
|
| 15 |
"""TODO: Add a description here."""
|
| 16 |
|
| 17 |
|
| 18 |
+
import json
|
| 19 |
|
| 20 |
import datasets
|
| 21 |
|
| 43 |
|
| 44 |
_LICENSE = "CC BY-NC-SA 3.0"
|
| 45 |
|
| 46 |
+
# Download link
|
| 47 |
+
_URL = "data/{language}.jsonl.gz"
|
| 48 |
+
_LANGUAGES = [
|
| 49 |
+
"arabic",
|
| 50 |
+
"chinese",
|
| 51 |
+
"czech",
|
| 52 |
+
"dutch",
|
| 53 |
+
"english",
|
| 54 |
+
"french",
|
| 55 |
+
"german",
|
| 56 |
+
"hindi",
|
| 57 |
+
"indonesian",
|
| 58 |
+
"italian",
|
| 59 |
+
"japanese",
|
| 60 |
+
"korean",
|
| 61 |
+
"portuguese",
|
| 62 |
+
"russian",
|
| 63 |
+
"spanish",
|
| 64 |
+
"thai",
|
| 65 |
+
"turkish",
|
| 66 |
+
"vietnamese",
|
| 67 |
+
]
|
| 68 |
|
| 69 |
|
| 70 |
class WikiLingua(datasets.GeneratorBasedBuilder):
|
| 84 |
# data = datasets.load_dataset('my_dataset', 'first_domain')
|
| 85 |
# data = datasets.load_dataset('my_dataset', 'second_domain')
|
| 86 |
BUILDER_CONFIGS = [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 87 |
datasets.BuilderConfig(
|
| 88 |
+
name=lang,
|
| 89 |
+
version=datasets.Version("1.1.1"),
|
| 90 |
+
description=f"A subset of article-summary in {lang.capitalize()}",
|
| 91 |
+
)
|
| 92 |
+
for lang in _LANGUAGES
|
|
|
|
|
|
|
|
|
|
|
|
|
| 93 |
]
|
| 94 |
|
| 95 |
DEFAULT_CONFIG_NAME = "english"
|
| 143 |
|
| 144 |
def _split_generators(self, dl_manager):
|
| 145 |
"""Returns SplitGenerators."""
|
| 146 |
+
filepath = dl_manager.download_and_extract(_URL.format(language=self.config.name))
|
|
|
|
|
|
|
| 147 |
return [
|
| 148 |
datasets.SplitGenerator(
|
| 149 |
name=datasets.Split.TRAIN,
|
| 150 |
# These kwargs will be passed to _generate_examples
|
| 151 |
gen_kwargs={
|
| 152 |
+
"filepath": filepath,
|
|
|
|
| 153 |
},
|
| 154 |
),
|
| 155 |
]
|
| 167 |
|
| 168 |
return processed_article
|
| 169 |
|
| 170 |
+
def _generate_examples(self, filepath):
|
| 171 |
"""Yields examples."""
|
| 172 |
with open(filepath, "rb") as f:
|
| 173 |
+
for id_, line in enumerate(f):
|
| 174 |
+
row = json.loads(line)
|
| 175 |
+
yield id_, {"url": row["url"], "article": self._process_article(row["article"])}
|