# 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 = """\ A parallel corpus of TED talk subtitles provided by CASMACAT: http://www.casmacat.eu/corpus/ted2013.html. The files are originally provided by https://wit3.fbk.eu. 15 languages, 14 bitexts total number of files: 28 total number of tokens: 67.67M total number of sentence fragments: 3.81M """ _HOMEPAGE_URL = "http://opus.nlpl.eu/TED2013.php" _CITATION = """\ J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012) """ _VERSION = "1.1.0" _BASE_NAME = "TED2013.{}.{}" _LANGUAGE_PAIRS = { ("ar", "en"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/ar-en.txt.zip", ("de", "en"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/de-en.txt.zip", ("en", "es"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-es.txt.zip", ("en", "fa"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-fa.txt.zip", ("en", "fr"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-fr.txt.zip", ("en", "it"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-it.txt.zip", ("en", "nl"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-nl.txt.zip", ("en", "pl"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-pl.txt.zip", ("en", "pt"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-pt.txt.zip", ("en", "ro"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-ro.txt.zip", ("en", "ru"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-ru.txt.zip", ("en", "sl"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-sl.txt.zip", ("en", "tr"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-tr.txt.zip", ("en", "zh"): "https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-zh.txt.zip", } class TedIwlst2013Config(datasets.BuilderConfig): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) class TedIwlst2013(datasets.GeneratorBasedBuilder): BUILDER_CONFIGS = [ TedIwlst2013Config( name=f"{lang1}-{lang2}", description=f"Translating {lang1} to {lang2} or vice versa", version=datasets.Version(_VERSION), ) for lang1, lang2 in _LANGUAGE_PAIRS.keys() ] BUILDER_CONFIG_CLASS = TedIwlst2013Config def _info(self): return datasets.DatasetInfo( description=_DESCRIPTION, features=datasets.Features( { "id": datasets.Value("string"), "translation": datasets.Translation(languages=tuple(self.config.name.split("-"))), }, ), supervised_keys=None, homepage=_HOMEPAGE_URL, citation=_CITATION, ) def _split_generators(self, dl_manager): download_url = _LANGUAGE_PAIRS.get(tuple(self.config.name.split("-"))) 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.name.split("-") l1_file = _BASE_NAME.format(self.config.name, l1) l2_file = _BASE_NAME.format(self.config.name, 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}, }, ) yield result