#!/usr/bin/python3 # -*- coding: utf-8 -*- from glob import glob import json import os from pathlib import Path import datasets _URLS = { "amazon_reviews_multi": "data/amazon_reviews_multi.jsonl", "autshumato": "data/autshumato.jsonl", "bible_para": "data/bible_para.jsonl", "bsd_ja_en": "data/bsd_ja_en.jsonl", "bucc2018": "data/bucc2018.jsonl", "cmu_hinglish_dog": "data/cmu_hinglish_dog.jsonl", "ecb": "data/ecb.jsonl", "emea": "data/emea.jsonl", "europa_eac_tm": "data/europa_eac_tm.jsonl", "europa_ecdc_tm": "data/europa_ecdc_tm.jsonl", "hind_encorp": "data/hind_encorp.jsonl", "hrenwac_para": "data/hrenwac_para.jsonl", "id_panl_bppt": "data/id_panl_bppt.jsonl", "iwslt2017": "data/iwslt2017.jsonl", "kde4": "data/kde4.jsonl", "menyo20k_mt": "data/menyo20k_mt.jsonl", "mike0307": "data/mike0307.jsonl", "multi_para_crawl": "data/multi_para_crawl.jsonl", "nbnn": "data/nbnn.jsonl", "nordic_langid": "data/nordic_langid.jsonl", "open_subtitles": "data/open_subtitles.jsonl", "para_crawl_en_bg": "data/para_crawl_en_bg.jsonl", "para_crawl_en_cs": "data/para_crawl_en_cs.jsonl", "para_crawl_en_da": "data/para_crawl_en_da.jsonl", "para_crawl_en_de": "data/para_crawl_en_de.jsonl", "para_crawl_en_el": "data/para_crawl_en_el.jsonl", "para_crawl_en_es": "data/para_crawl_en_es.jsonl", "para_crawl_en_et": "data/para_crawl_en_et.jsonl", "para_crawl_en_fi": "data/para_crawl_en_fi.jsonl", "para_crawl_en_fr": "data/para_crawl_en_fr.jsonl", "para_crawl_en_ga": "data/para_crawl_en_ga.jsonl", "para_crawl_en_hr": "data/para_crawl_en_hr.jsonl", "para_crawl_en_hu": "data/para_crawl_en_hu.jsonl", "para_crawl_en_it": "data/para_crawl_en_it.jsonl", "para_crawl_en_lt": "data/para_crawl_en_lt.jsonl", "para_crawl_en_lv": "data/para_crawl_en_lv.jsonl", "para_crawl_en_mt": "data/para_crawl_en_mt.jsonl", "para_crawl_en_nl": "data/para_crawl_en_nl.jsonl", "para_crawl_en_pl": "data/para_crawl_en_pl.jsonl", "para_crawl_en_pt": "data/para_crawl_en_pt.jsonl", "para_crawl_en_ro": "data/para_crawl_en_ro.jsonl", "para_crawl_en_sk": "data/para_crawl_en_sk.jsonl", "para_crawl_en_sl": "data/para_crawl_en_sl.jsonl", "para_crawl_en_sv": "data/para_crawl_en_sv.jsonl", "para_pat_cs_en": "data/para_pat_cs_en.jsonl", "para_pat_de_en": "data/para_pat_de_en.jsonl", "para_pat_de_fr": "data/para_pat_de_fr.jsonl", "para_pat_el_en": "data/para_pat_el_en.jsonl", "para_pat_en_es": "data/para_pat_en_es.jsonl", "para_pat_en_hu": "data/para_pat_en_hu.jsonl", "para_pat_en_ja": "data/para_pat_en_ja.jsonl", "para_pat_en_ko": "data/para_pat_en_ko.jsonl", "para_pat_en_pt": "data/para_pat_en_pt.jsonl", "para_pat_en_ro": "data/para_pat_en_ro.jsonl", "para_pat_en_ru": "data/para_pat_en_ru.jsonl", "para_pat_en_sk": "data/para_pat_en_sk.jsonl", "para_pat_en_uk": "data/para_pat_en_uk.jsonl", "para_pat_en_zh": "data/para_pat_en_zh.jsonl", "para_pat_es_fr": "data/para_pat_es_fr.jsonl", "para_pat_fr_ja": "data/para_pat_fr_ja.jsonl", "para_pat_fr_ko": "data/para_pat_fr_ko.jsonl", "para_pat_fr_ru": "data/para_pat_fr_ru.jsonl", "php": "data/php.jsonl", "qed_amara": "data/qed_amara.jsonl", "ro_sts_parallel": "data/ro_sts_parallel.jsonl", "scandi_langid": "data/scandi_langid.jsonl", "spc": "data/spc.jsonl", "stsb_multi_mt": "data/stsb_multi_mt.jsonl", "tatoeba": "data/tatoeba.jsonl", "xnli": "data/xnli.jsonl", } _CITATION = """\ @dataset{language_identification, author = {Xing Tian}, title = {language_identification}, month = aug, year = 2024, publisher = {Xing Tian}, version = {1.0}, } """ LANGUAGE_MAP = { "af": "boolean (afrikaans)", "ar": "arabic", "bg": "bulgarian", "bn": "bengali", "bs": "bosnian", "cs": "czech", "da": "danish", "de": "german", "el": "modern greek", "en": "english", "eo": "esperanto", "es": "spanish", "et": "estonian", "fi": "finnish", "fo": "faroese", "fr": "french", "ga": "irish", "gl": "galician", "gu": "gujarati", "he": "hebrew", "hi": "hindi", "hi_en": "hindi english", "hr": "croatian", "hu": "hungarian", "hy": "armenian", "id": "indonesian", "is": "icelandic", "it": "italian", "ja": "japanese", "ko": "korean", "kk": "kazakh", "lt": "lithuanian", "lv": "latvian", "mr": "marathi", "mt": "maltese", "nl": "dutch", "no": "norwegian", "no-b": "norwegian (bokmål)", "no-n": "norwegian (nynorsk)", "pl": "polish", "pt": "portuguese", "ro": "romanian", "ru": "russian", "sk": "slovak", "sl": "slovenian", "sw": "swahili", "sv": "swedish", "th": "thai", "tl": "tagalog", "tn": "serpeti", "tr": "turkish", "ts": "dzonga", "uk": "ukrainian", "ur": "urdu", "vi": "vietnamese", "yo": "yoruba", "zh": "chinese", "zh-cn": "simplified chinese", "zh-tw": "traditional chinese", "zu": "zulu, south africa", } class LanguageIdentification(datasets.GeneratorBasedBuilder): VERSION = datasets.Version("1.0.0") BUILDER_CONFIGS = [ datasets.BuilderConfig(name="amazon_reviews_multi", version=VERSION, description="amazon_reviews_multi"), datasets.BuilderConfig(name="autshumato", version=VERSION, description="autshumato"), datasets.BuilderConfig(name="bible_para", version=VERSION, description="bible_para"), datasets.BuilderConfig(name="bsd_ja_en", version=VERSION, description="bsd_ja_en"), datasets.BuilderConfig(name="bucc2018", version=VERSION, description="bucc2018"), datasets.BuilderConfig(name="cmu_hinglish_dog", version=VERSION, description="cmu_hinglish_dog"), datasets.BuilderConfig(name="ecb", version=VERSION, description="ecb"), datasets.BuilderConfig(name="emea", version=VERSION, description="emea"), datasets.BuilderConfig(name="europa_eac_tm", version=VERSION, description="europa_eac_tm"), datasets.BuilderConfig(name="europa_ecdc_tm", version=VERSION, description="europa_ecdc_tm"), datasets.BuilderConfig(name="hind_encorp", version=VERSION, description="hind_encorp"), datasets.BuilderConfig(name="hrenwac_para", version=VERSION, description="hrenwac_para"), datasets.BuilderConfig(name="id_panl_bppt", version=VERSION, description="id_panl_bppt"), datasets.BuilderConfig(name="iwslt2017", version=VERSION, description="iwslt2017"), datasets.BuilderConfig(name="kde4", version=VERSION, description="kde4"), datasets.BuilderConfig(name="menyo20k_mt", version=VERSION, description="menyo20k_mt"), datasets.BuilderConfig(name="mike0307", version=VERSION, description="mike0307"), datasets.BuilderConfig(name="multi_para_crawl", version=VERSION, description="multi_para_crawl"), datasets.BuilderConfig(name="nbnn", version=VERSION, description="nbnn"), datasets.BuilderConfig(name="nordic_langid", version=VERSION, description="nordic_langid"), datasets.BuilderConfig(name="open_subtitles", version=VERSION, description="open_subtitles"), datasets.BuilderConfig(name="para_crawl_en_bg", version=VERSION, description="para_crawl_en_bg"), datasets.BuilderConfig(name="para_crawl_en_cs", version=VERSION, description="para_crawl_en_cs"), datasets.BuilderConfig(name="para_crawl_en_da", version=VERSION, description="para_crawl_en_da"), datasets.BuilderConfig(name="para_crawl_en_de", version=VERSION, description="para_crawl_en_de"), datasets.BuilderConfig(name="para_crawl_en_el", version=VERSION, description="para_crawl_en_el"), datasets.BuilderConfig(name="para_crawl_en_es", version=VERSION, description="para_crawl_en_es"), datasets.BuilderConfig(name="para_crawl_en_et", version=VERSION, description="para_crawl_en_et"), datasets.BuilderConfig(name="para_crawl_en_fi", version=VERSION, description="para_crawl_en_fi"), datasets.BuilderConfig(name="para_crawl_en_fr", version=VERSION, description="para_crawl_en_fr"), datasets.BuilderConfig(name="para_crawl_en_ga", version=VERSION, description="para_crawl_en_ga"), datasets.BuilderConfig(name="para_crawl_en_hr", version=VERSION, description="para_crawl_en_hr"), datasets.BuilderConfig(name="para_crawl_en_hu", version=VERSION, description="para_crawl_en_hu"), datasets.BuilderConfig(name="para_crawl_en_it", version=VERSION, description="para_crawl_en_it"), datasets.BuilderConfig(name="para_crawl_en_lt", version=VERSION, description="para_crawl_en_lt"), datasets.BuilderConfig(name="para_crawl_en_lv", version=VERSION, description="para_crawl_en_lv"), datasets.BuilderConfig(name="para_crawl_en_mt", version=VERSION, description="para_crawl_en_mt"), datasets.BuilderConfig(name="para_crawl_en_nl", version=VERSION, description="para_crawl_en_nl"), datasets.BuilderConfig(name="para_crawl_en_pl", version=VERSION, description="para_crawl_en_pl"), datasets.BuilderConfig(name="para_crawl_en_pt", version=VERSION, description="para_crawl_en_pt"), datasets.BuilderConfig(name="para_crawl_en_ro", version=VERSION, description="para_crawl_en_ro"), datasets.BuilderConfig(name="para_crawl_en_sk", version=VERSION, description="para_crawl_en_sk"), datasets.BuilderConfig(name="para_crawl_en_sl", version=VERSION, description="para_crawl_en_sl"), datasets.BuilderConfig(name="para_crawl_en_sv", version=VERSION, description="para_crawl_en_sv"), datasets.BuilderConfig(name="para_pat_cs_en", version=VERSION, description="para_pat_cs_en"), datasets.BuilderConfig(name="para_pat_de_en", version=VERSION, description="para_pat_de_en"), datasets.BuilderConfig(name="para_pat_de_fr", version=VERSION, description="para_pat_de_fr"), datasets.BuilderConfig(name="para_pat_el_en", version=VERSION, description="para_pat_el_en"), datasets.BuilderConfig(name="para_pat_en_es", version=VERSION, description="para_pat_en_es"), datasets.BuilderConfig(name="para_pat_en_hu", version=VERSION, description="para_pat_en_hu"), datasets.BuilderConfig(name="para_pat_en_ja", version=VERSION, description="para_pat_en_ja"), datasets.BuilderConfig(name="para_pat_en_ko", version=VERSION, description="para_pat_en_ko"), datasets.BuilderConfig(name="para_pat_en_pt", version=VERSION, description="para_pat_en_pt"), datasets.BuilderConfig(name="para_pat_en_ro", version=VERSION, description="para_pat_en_ro"), datasets.BuilderConfig(name="para_pat_en_ru", version=VERSION, description="para_pat_en_ru"), datasets.BuilderConfig(name="para_pat_en_sk", version=VERSION, description="para_pat_en_sk"), datasets.BuilderConfig(name="para_pat_en_uk", version=VERSION, description="para_pat_en_uk"), datasets.BuilderConfig(name="para_pat_en_zh", version=VERSION, description="para_pat_en_zh"), datasets.BuilderConfig(name="para_pat_es_fr", version=VERSION, description="para_pat_es_fr"), datasets.BuilderConfig(name="para_pat_fr_ja", version=VERSION, description="para_pat_fr_ja"), datasets.BuilderConfig(name="para_pat_fr_ko", version=VERSION, description="para_pat_fr_ko"), datasets.BuilderConfig(name="para_pat_fr_ru", version=VERSION, description="para_pat_fr_ru"), datasets.BuilderConfig(name="php", version=VERSION, description="php"), datasets.BuilderConfig(name="qed_amara", version=VERSION, description="qed_amara"), datasets.BuilderConfig(name="ro_sts_parallel", version=VERSION, description="ro_sts_parallel"), datasets.BuilderConfig(name="scandi_langid", version=VERSION, description="scandi_langid"), datasets.BuilderConfig(name="spc", version=VERSION, description="spc"), datasets.BuilderConfig(name="stsb_multi_mt", version=VERSION, description="stsb_multi_mt"), datasets.BuilderConfig(name="tatoeba", version=VERSION, description="tatoeba"), datasets.BuilderConfig(name="xnli", version=VERSION, description="xnli"), ] def _info(self): features = datasets.Features( { "text": datasets.Value("string"), "language": datasets.Value("string"), "data_source": datasets.Value("string"), } ) return datasets.DatasetInfo( features=features, supervised_keys=None, homepage="", license="", citation=_CITATION, ) def _split_generators(self, dl_manager): """Returns SplitGenerators.""" url = _URLS[self.config.name] dl_path = dl_manager.download(url) archive_path = dl_path return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"archive_path": archive_path, "split": "train"}, ), datasets.SplitGenerator( name=datasets.Split.VALIDATION, gen_kwargs={"archive_path": archive_path, "split": "validation"}, ), datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={"archive_path": archive_path, "split": "test"}, ), ] def _generate_examples(self, archive_path, split): archive_path = Path(archive_path) idx = 0 with open(archive_path, "r", encoding="utf-8") as f: for row in f: sample = json.loads(row) if sample["split"] != split: continue language = sample["language"] if language not in LANGUAGE_MAP.keys(): raise AssertionError(language) yield idx, { "text": sample["text"], "language": language, "data_source": sample["data_source"], } idx += 1 if __name__ == '__main__': pass