""" """ # TODO try: import ir_datasets except ImportError as e: raise ImportError('ir-datasets package missing; `pip install ir-datasets`') import datasets IRDS_ID = 'wikiclir/nl' IRDS_ENTITY_TYPES = {'docs': {'doc_id': 'string', 'title': 'string', 'text': 'string'}, 'queries': {'query_id': 'string', 'text': 'string'}, 'qrels': {'query_id': 'string', 'doc_id': 'string', 'relevance': 'int64', 'iteration': 'string'}} _CITATION = '@inproceedings{sasaki-etal-2018-cross,\n title = "Cross-Lingual Learning-to-Rank with Shared Representations",\n author = "Sasaki, Shota and\n Sun, Shuo and\n Schamoni, Shigehiko and\n Duh, Kevin and\n Inui, Kentaro",\n booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)",\n month = jun,\n year = "2018",\n address = "New Orleans, Louisiana",\n publisher = "Association for Computational Linguistics",\n url = "https://aclanthology.org/N18-2073",\n doi = "10.18653/v1/N18-2073",\n pages = "458--463"\n}' _DESCRIPTION = "" # TODO class wikiclir_nl(datasets.GeneratorBasedBuilder): BUILDER_CONFIGS = [datasets.BuilderConfig(name=e) for e in IRDS_ENTITY_TYPES] def _info(self): return datasets.DatasetInfo( description=_DESCRIPTION, features=datasets.Features({k: datasets.Value(v) for k, v in IRDS_ENTITY_TYPES[self.config.name].items()}), homepage=f"https://ir-datasets.com/wikiclir#wikiclir/nl", citation=_CITATION, ) def _split_generators(self, dl_manager): return [datasets.SplitGenerator(name=self.config.name)] def _generate_examples(self): dataset = ir_datasets.load(IRDS_ID) for i, item in enumerate(getattr(dataset, self.config.name)): key = i if self.config.name == 'docs': key = item.doc_id elif self.config.name == 'queries': key = item.query_id yield key, item._asdict() def as_dataset(self, split=None, *args, **kwargs): split = self.config.name # always return split corresponding with this config to avid returning a redundant DatasetDict layer return super().as_dataset(split, *args, **kwargs)