# coding=utf-8 """BUCC""" import json import datasets import os import gzip logger = datasets.logging.get_logger(__name__) _DESCRIPTION = """\ BUCC 2018 Shared Task test dataset """ _LANGUAGES = [ 'de-en', 'fr-en', 'ru-en', 'zh-en' ] class BUCC(datasets.GeneratorBasedBuilder): """BUCC Cross-lingual""" BUILDER_CONFIGS = [ datasets.BuilderConfig( name=name, version=datasets.Version("1.0.0"), description=f"BUCC cross-lingual dataset for {name} language pair.", ) for name in _LANGUAGES ] DEFAULT_CONFIG_NAME = 'fr-en' def _info(self): return datasets.DatasetInfo( description=_DESCRIPTION, features=datasets.Features( { "sentence1": datasets.Sequence(datasets.Value("string")), "sentence2": datasets.Sequence(datasets.Value("string")), "gold": datasets.Sequence([datasets.Value("int32")]) }, ), supervised_keys=None, homepage="https://comparable.limsi.fr/bucc2018/bucc2018-task.html", ) def _split_generators(self, dl_manager): url = f'{self.config.name}/test.json.gz' archive_path = dl_manager.download(url) return [ datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={ "text_path": archive_path, }, ), ] def _generate_examples(self, text_path): """Yields examples.""" with gzip.open(text_path,'rt') as f: for i, line in enumerate(f): yield i, json.loads(line)