Datasets:
Tasks:
Translation
Multilinguality:
multilingual
Size Categories:
10K<n<100K
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
Tags:
License:
| # coding=utf-8 | |
| # Copyright 2020 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 | |
| import os | |
| import datasets | |
| _DESCRIPTION = """\ | |
| This is a multilingual parallel corpus created from translations of the Bible compiled by Christos Christodoulopoulos and Mark Steedman. | |
| 102 languages, 5,148 bitexts | |
| total number of files: 107 | |
| total number of tokens: 56.43M | |
| total number of sentence fragments: 2.84M | |
| """ | |
| _HOMEPAGE_URL = "http://opus.nlpl.eu/bible-uedin.php" | |
| _CITATION = """\ | |
| OPUS and A massively parallel corpus: the Bible in 100 languages, Christos Christodoulopoulos and Mark Steedman, *Language Resources and Evaluation*, 49 (2) | |
| """ | |
| _VERSION = "1.0.0" | |
| _BASE_NAME = "bible-uedin.{}.{}" | |
| _BASE_URL = "https://object.pouta.csc.fi/OPUS-bible-uedin/v1/moses/{}-{}.txt.zip" | |
| # Please note that only few pairs are shown here. You can use config to generate data for all language pairs | |
| _LANGUAGE_PAIRS = [ | |
| ("de", "en"), | |
| ("en", "fr"), | |
| ("en", "es"), | |
| ("en", "fi"), | |
| ("en", "no"), | |
| ("en", "hi"), | |
| ] | |
| class BibleParaConfig(datasets.BuilderConfig): | |
| def __init__(self, *args, lang1=None, lang2=None, **kwargs): | |
| super().__init__( | |
| *args, | |
| name=f"{lang1}-{lang2}", | |
| **kwargs, | |
| ) | |
| self.lang1 = lang1 | |
| self.lang2 = lang2 | |
| class BiblePara(datasets.GeneratorBasedBuilder): | |
| BUILDER_CONFIGS = [ | |
| BibleParaConfig( | |
| lang1=lang1, | |
| lang2=lang2, | |
| description=f"Translating {lang1} to {lang2} or vice versa", | |
| version=datasets.Version(_VERSION), | |
| ) | |
| for lang1, lang2 in _LANGUAGE_PAIRS | |
| ] | |
| BUILDER_CONFIG_CLASS = BibleParaConfig | |
| def _info(self): | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=datasets.Features( | |
| { | |
| "id": datasets.Value("string"), | |
| "translation": datasets.Translation(languages=(self.config.lang1, self.config.lang2)), | |
| }, | |
| ), | |
| supervised_keys=None, | |
| homepage=_HOMEPAGE_URL, | |
| citation=_CITATION, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| def _base_url(lang1, lang2): | |
| return _BASE_URL.format(lang1, lang2) | |
| download_url = _base_url(self.config.lang1, self.config.lang2) | |
| path = dl_manager.download_and_extract(download_url) | |
| return [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, | |
| gen_kwargs={"datapath": path}, | |
| ) | |
| ] | |
| def _generate_examples(self, datapath): | |
| l1, l2 = self.config.lang1, self.config.lang2 | |
| folder = l1 + "-" + l2 | |
| l1_file = _BASE_NAME.format(folder, l1) | |
| l2_file = _BASE_NAME.format(folder, l2) | |
| l1_path = os.path.join(datapath, l1_file) | |
| l2_path = os.path.join(datapath, l2_file) | |
| with open(l1_path, encoding="utf-8") as f1, open(l2_path, encoding="utf-8") as f2: | |
| for sentence_counter, (x, y) in enumerate(zip(f1, f2)): | |
| x = x.strip() | |
| y = y.strip() | |
| result = ( | |
| sentence_counter, | |
| { | |
| "id": str(sentence_counter), | |
| "translation": {l1: x, l2: y}, | |
| }, | |
| ) | |
| sentence_counter += 1 | |
| yield result | |