Datasets:
Languages:
Spanish
Multilinguality:
monolingual
Language Creators:
found
Annotations Creators:
no-annotation
Source Datasets:
cc-news
License:
# coding=utf-8 | |
# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
# Lint as: python3 | |
"""CC-NEWS-ES: CC-NEWS in Spanish.""" | |
import json | |
import os | |
import datasets | |
from datasets.tasks import Summarization | |
logger = datasets.logging.get_logger(__name__) | |
_CITATION = """ """ | |
_DESCRIPTION = "" | |
_HOMEPAGE = "" | |
_LICENSE = "" | |
class CCNewsESConfig(datasets.BuilderConfig): | |
"""BuilderConfig for CCNewsES.""" | |
def __init__(self, **kwargs): | |
"""BuilderConfig for CCNewsES. | |
Args: | |
**kwargs: keyword arguments forwarded to super. | |
""" | |
super(CCNewsESConfig, self).__init__(**kwargs) | |
class CCNewsES(datasets.GeneratorBasedBuilder): | |
"""Title generation dataset in Spanish from CC-NEWS""" | |
VERSION = datasets.Version("1.0.0") | |
BUILDER_CONFIGS = [ | |
CCNewsESConfig(name=domain) for domain in ["ar","bo","br","cl","co","com","cr","es","gt","hn","mx","ni","pa","pe","pr","py","sv","uy","ve"] | |
] | |
def _info(self): | |
return datasets.DatasetInfo( | |
description=_DESCRIPTION, | |
features=datasets.Features( | |
{ | |
"country": datasets.Value("string"), | |
"text": datasets.Value("string"), | |
"id": datasets.Value("int32"), | |
} | |
), | |
homepage=_HOMEPAGE, | |
license=_LICENSE, | |
citation=_CITATION, | |
) | |
def _split_generators(self, dl_manager): | |
"""Returns SplitGenerators.""" | |
name = self.config.name | |
_URL = f"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/{name}.zip" | |
train = dl_manager.download_and_extract(_URL) | |
if name in ["com", "es", "mx"]: | |
files = os.listdir(train) | |
return [ | |
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f) for f in files]}) | |
] | |
else: | |
return [ | |
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f"{name}.json")]}) | |
] | |
def _generate_examples(self, filepath): | |
logger.info("generating examples from = %s", filepath) | |
data = [] | |
for f in filepath: | |
with open(f, "r") as f: | |
data = json.load(f) | |
for idx, obs in enumerate(data): | |
yield idx, obs |