File size: 15,499 Bytes
c7ec98f 2715ed9 68a4315 c7ec98f f61cb8e c7ec98f 2715ed9 c7ec98f 2715ed9 c7ec98f f61cb8e c7ec98f 3a1e314 c7ec98f 69b4483 c7ec98f f61cb8e c7ec98f f61cb8e c7ec98f 2715ed9 6d0599e 65f5619 6d0599e 68a4315 6d0599e c7ec98f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 |
# coding=utf-8
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
#
# 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.
"""tatoeba-mt"""
import os
import csv
import datasets
_CITATION = """\
@inproceedings{tiedemann-2020-tatoeba,
title = "The {T}atoeba {T}ranslation {C}hallenge {--} {R}ealistic Data Sets for Low Resource and Multilingual {MT}",
author = {Tiedemann, J{\"o}rg},
booktitle = "Proceedings of the Fifth Conference on Machine Translation",
month = nov,
year = "2020",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.wmt-1.139",
pages = "1174--1182",
}
"""
_DESCRIPTION = """\
The Tatoeba Translation Challenge is a multilingual data set of
machine translation benchmarks derived from user-contributed
translations collected by [Tatoeba.org](https://tatoeba.org/) and
provided as parallel corpus from [OPUS](https://opus.nlpl.eu/). This
dataset includes test and development data sorted by language pair. It
includes test sets for hundreds of language pairs and is continuously
updated. Please, check the version number tag to refer to the release
that your are using.
"""
_URL = {
"evaluation": "https://object.pouta.csc.fi/Tatoeba-Challenge-devtest/test.tar",
"development": "https://object.pouta.csc.fi/Tatoeba-Challenge-devtest/dev.tar",
}
# _RELEASE = "v2021-08-07"
# _RELEASES = [ "v2020-07-28", "v2021-03-30", "v2021-08-07", ]
_LanguagePairs = [ "afr-deu", "afr-eng", "afr-epo", "afr-nld", "afr-rus", "afr-spa", "ain-fin", "ara-ber", "ara-ber_Latn", "ara-deu", "ara-ell", "ara-eng", "ara-epo", "ara-fra", "ara-heb", "ara-ita", "ara-jpn", "ara-jpn_Hira", "ara-pol", "ara-rus", "ara-spa", "ara-tur", "arq-eng", "avk-fra", "avk-spa", "awa-eng", "aze-eng", "aze-spa", "aze-tur", "aze_Latn-tur", "bel-deu", "bel-eng", "bel-epo", "bel-fra", "bel-ita", "bel-lat", "bel-nld", "bel-pol", "bel-rus", "bel-spa", "bel-ukr", "bel-zho", "ben-eng", "ber-deu", "ber-eng", "ber-epo", "ber-fra", "ber-spa", "ber_Latn-deu", "ber_Latn-eng", "ber_Latn-epo", "ber_Latn-fra", "bre-eng", "bre-fra", "bua-rus", "bua_Cyrl-rus", "bul-bul", "bul-cmn_Hans", "bul-deu", "bul-eng", "bul-epo", "bul-fra", "bul-ita", "bul-jpn", "bul-jpn_Hira", "bul-rus", "bul-spa", "bul-tur", "bul-ukr", "bul-zho", "cat-deu", "cat-eng", "cat-epo", "cat-fra", "cat-ita", "cat-nld", "cat-por", "cat-spa", "cat-ukr", "cbk-eng", "ceb-deu", "ceb-eng", "ces-deu", "ces-eng", "ces-epo", "ces-fra", "ces-hun", "ces-ita", "ces-lat", "ces-pol", "ces-rus", "ces-slv", "ces-spa", "ces-ukr", "cha-eng", "chm-rus", "chv-eng", "chv-rus", "chv-tur", "cmn_Hans-wuu", "cor-deu", "cor-eng", "cor-epo", "cor-fra", "cor-ita", "cor-rus", "cor-spa", "crh-tur", "cym-eng", "dan-dan", "dan-deu", "dan-eng", "dan-epo", "dan-fin", "dan-fra", "dan-ita", "dan-jpn", "dan-jpn_Hira", "dan-nld", "dan-nob", "dan-nor", "dan-por", "dan-rus", "dan-spa", "dan-swe", "dan-tur", "deu-cmn_Hans", "deu-cmn_Hant", "deu-deu", "deu-dsb", "deu-ell", "deu-eng", "deu-epo", "deu-est", "deu-eus", "deu-fas", "deu-fin", "deu-fra", "deu-frr", "deu-gos", "deu-hbs", "deu-heb", "deu-hrv", "deu-hrx", "deu-hsb", "deu-hun", "deu-ido", "deu-ile", "deu-ina", "deu-ind", "deu-isl", "deu-ita", "deu-jbo", "deu-jpn", "deu-jpn_Hani", "deu-jpn_Hira", "deu-jpn_Kana", "deu-kab", "deu-kor", "deu-kor_Hang", "deu-kur", "deu-kur_Latn", "deu-lad", "deu-lat", "deu-lfn", "deu-lfn_Latn", "deu-lit", "deu-ltz", "deu-msa", "deu-nds", "deu-nld", "deu-nob", "deu-nor", "deu-pol", "deu-por", "deu-ron", "deu-run", "deu-rus", "deu-slv", "deu-spa", "deu-srp_Latn", "deu-swe", "deu-swg", "deu-tat", "deu-tgl", "deu-tlh", "deu-toki", "deu-tur", "deu-ukr", "deu-vie", "deu-vol", "deu-yid", "deu-zho", "dsb-hsb", "dsb-slv", "dtp-eng", "dtp-jpn", "dtp-jpn_Hira", "dtp-msa", "dtp-zsm_Latn", "egl-ita", "ell-ell", "ell-eng", "ell-epo", "ell-fra", "ell-ita", "ell-nld", "ell-por", "ell-rus", "ell-spa", "ell-swe", "ell-tur", "eng-bos_Latn", "eng-cmn_Hans", "eng-cmn_Hant", "eng-eng", "eng-epo", "eng-est", "eng-eus", "eng-fao", "eng-fas", "eng-fin", "eng-fra", "eng-fry", "eng-gla", "eng-gle", "eng-glg", "eng-gos", "eng-got", "eng-grc", "eng-gsw", "eng-hbs", "eng-heb", "eng-hin", "eng-hoc", "eng-hoc_Latn", "eng-hrv", "eng-hrx", "eng-hun", "eng-hye", "eng-ido", "eng-ido_Latn", "eng-ile", "eng-ilo", "eng-ina", "eng-ind", "eng-isl", "eng-ita", "eng-jav", "eng-jbo", "eng-jbo_Latn", "eng-jpn", "eng-jpn_Hani", "eng-jpn_Hira", "eng-jpn_Kana", "eng-kab", "eng-kat", "eng-kaz", "eng-kaz_Cyrl", "eng-kha", "eng-khm", "eng-kor", "eng-kor_Hang", "eng-kur", "eng-kur_Latn", "eng-kzj", "eng-lad", "eng-lad_Latn", "eng-lat", "eng-lav", "eng-lfn", "eng-lfn_Cyrl", "eng-lfn_Latn", "eng-lit", "eng-ltz", "eng-mal", "eng-mar", "eng-mkd", "eng-mlt", "eng-mon", "eng-mri", "eng-msa", "eng-mya", "eng-nds", "eng-nld", "eng-nno", "eng-nob", "eng-nor", "eng-nov", "eng-nst", "eng-oci", "eng-orv", "eng-ota", "eng-ota_Arab", "eng-ota_Latn", "eng-pam", "eng-pes", "eng-pms", "eng-pol", "eng-por", "eng-prg", "eng-que", "eng-rom", "eng-ron", "eng-run", "eng-rus", "eng-slv", "eng-spa", "eng-sqi", "eng-srp_Cyrl", "eng-srp_Latn", "eng-swa", "eng-swe", "eng-tam", "eng-tat", "eng-tel", "eng-tgl", "eng-tha", "eng-tlh", "eng-toki", "eng-tuk", "eng-tuk_Latn", "eng-tur", "eng-tzl", "eng-tzl_Latn", "eng-uig", "eng-uig_Arab", "eng-ukr", "eng-urd", "eng-uzb", "eng-uzb_Latn", "eng-vie", "eng-vol", "eng-war", "eng-xal", "eng-yid", "eng-yue_Hans", "eng-yue_Hant", "eng-zho", "eng-zsm_Latn", "eng-zza", "epo-cmn_Hans", "epo-cmn_Hant", "epo-epo", "epo-fas", "epo-fin", "epo-fra", "epo-glg", "epo-hbs", "epo-heb", "epo-hrv", "epo-hun", "epo-ido", "epo-ile", "epo-ile_Latn", "epo-ina", "epo-isl", "epo-ita", "epo-jbo", "epo-jpn", "epo-jpn_Hani", "epo-jpn_Hira", "epo-lad", "epo-lad_Latn", "epo-lat", "epo-lfn", "epo-lfn_Latn", "epo-lit", "epo-nds", "epo-nld", "epo-nob", "epo-nor", "epo-oci", "epo-pol", "epo-por", "epo-ron", "epo-rus", "epo-slv", "epo-spa", "epo-srp_Cyrl", "epo-srp_Latn", "epo-swe", "epo-tgl", "epo-tlh", "epo-toki", "epo-tur", "epo-ukr", "epo-vie", "epo-vol", "epo-yid", "epo-zho", "est-rus", "eus-jpn", "eus-rus", "eus-spa", "fas-fra", "fin-fin", "fin-fkv", "fin-fra", "fin-heb", "fin-hun", "fin-ita", "fin-jpn", "fin-jpn_Hani", "fin-jpn_Hira", "fin-jpn_Kana", "fin-kor", "fin-kor_Hang", "fin-kur", "fin-lat", "fin-nld", "fin-nno", "fin-nob", "fin-nor", "fin-pol", "fin-por", "fin-rus", "fin-spa", "fin-swe", "fin-tur", "fin-zho", "fra-cmn_Hans", "fra-cmn_Hant", "fra-fra", "fra-gcf", "fra-hbs", "fra-heb", "fra-hrv", "fra-hun", "fra-ido", "fra-ile", "fra-ina", "fra-ind", "fra-ita", "fra-jbo", "fra-jpn", "fra-jpn_Hani", "fra-jpn_Hira", "fra-kab", "fra-kor", "fra-kor_Hang", "fra-lat", "fra-lfn", "fra-lfn_Latn", "fra-msa", "fra-nds", "fra-nld", "fra-nob", "fra-nor", "fra-oci", "fra-pcd", "fra-pol", "fra-por", "fra-ron", "fra-run", "fra-rus", "fra-slv", "fra-spa", "fra-swe", "fra-tat", "fra-tgl", "fra-tlh", "fra-tlh_Latn", "fra-toki", "fra-toki_Latn", "fra-tur", "fra-uig", "fra-uig_Arab", "fra-ukr", "fra-vie", "fra-wuu", "fra-yid", "fra-zho", "fry-nld", "gcf-gcf", "gla-spa", "glg-por", "glg-spa", "gos-nld", "grn-por", "grn-spa", "hbs-ita", "hbs-jpn", "hbs-nor", "hbs-pol", "hbs-rus", "hbs-spa", "hbs-ukr", "hbs-zho", "heb-cmn_Hans", "heb-cmn_Hant", "heb-heb", "heb-hun", "heb-ina", "heb-ita", "heb-jpn", "heb-jpn_Hira", "heb-lad", "heb-lat", "heb-lfn", "heb-lfn_Latn", "heb-nld", "heb-pol", "heb-por", "heb-rus", "heb-spa", "heb-tur", "heb-ukr", "heb-yid", "heb-zho", "hin-urd", "hin-zho", "hrv-jpn_Hira", "hrv-pol", "hrv-spa", "hrv-ukr", "hsb-slv", "hun-cmn_Hans", "hun-hun", "hun-ita", "hun-jpn", "hun-jpn_Hani", "hun-jpn_Hira", "hun-kor", "hun-kor_Hang", "hun-lat", "hun-nld", "hun-pol", "hun-por", "hun-rus", "hun-spa", "hun-swe", "hun-tur", "hun-ukr", "hun-zho", "hye-rus", "ido-ina", "ido-ita", "ido-lfn", "ido-spa", "ido-yid", "ido_Latn-lfn_Latn", "ina-ita", "ina-lad", "ina-lat", "ina-lfn", "ina-nld", "ina-por", "ina-rus", "ina-spa", "ina-tlh", "ina-tur", "ina-yid", "ina_Latn-lad_Latn", "ina_Latn-lfn_Latn", "ina_Latn-tlh_Latn", "ind-zsm_Latn", "isl-ita", "isl-jpn", "isl-jpn_Hira", "isl-spa", "ita-cmn_Hans", "ita-cmn_Hant", "ita-ind", "ita-ita", "ita-jpn", "ita-jpn_Hani", "ita-jpn_Hira", "ita-lat", "ita-lit", "ita-msa", "ita-nds", "ita-nld", "ita-nor", "ita-pms", "ita-pol", "ita-por", "ita-ron", "ita-rus", "ita-spa", "ita-swe", "ita-toki", "ita-tur", "ita-ukr", "ita-vie", "ita-yid", "ita-zho", "jbo-jpn", "jbo-rus", "jbo-spa", "jbo-swe", "jbo-zho", "jbo_Latn-cmn_Hans", "jbo_Latn-cmn_Hant", "jbo_Latn-jpn_Hira", "jpn-jpn", "jpn-kor", "jpn-lit", "jpn-mar", "jpn-msa", "jpn-nds", "jpn-nld", "jpn-nor", "jpn-pol", "jpn-por", "jpn-rus", "jpn-spa", "jpn-swe", "jpn-tlh", "jpn-toki", "jpn-tur", "jpn-ukr", "jpn-vie", "jpn-zho", "jpn_Hani-cmn_Hans", "jpn_Hani-nld", "jpn_Hani-pol", "jpn_Hani-por", "jpn_Hani-rus", "jpn_Hani-spa", "jpn_Hira-cmn_Hans", "jpn_Hira-cmn_Hant", "jpn_Hira-ind", "jpn_Hira-jpn_Hira", "jpn_Hira-kor_Hang", "jpn_Hira-lit", "jpn_Hira-mar", "jpn_Hira-nds", "jpn_Hira-nld", "jpn_Hira-nob", "jpn_Hira-pol", "jpn_Hira-por", "jpn_Hira-rus", "jpn_Hira-spa", "jpn_Hira-swe", "jpn_Hira-tlh_Latn", "jpn_Hira-tur", "jpn_Hira-ukr", "jpn_Hira-vie", "jpn_Kana-rus", "jpn_Kana-spa", "kab-kab", "kab-rus", "kab-spa", "kat-rus", "kaz-rus", "kaz_Cyrl-rus", "khm-spa", "kor-rus", "kor-spa", "kor-zho", "kor_Hang-cmn_Hans", "kor_Hang-rus", "kor_Hang-spa", "kzj-msa", "kzj_Latn-zsm_Latn", "lad-lat", "lad-lfn", "lad-spa", "lad-yid", "lad_Latn-lfn_Latn", "lad_Latn-spa", "lad_Latn-yid", "lat-lat", "lat-lfn", "lat-nld", "lat-nor", "lat-pol", "lat-por", "lat-rus", "lat-spa", "lat-tlh", "lat-ukr", "lat-yid", "lat_Latn-lfn_Latn", "lat_Latn-por", "lav-rus", "lfn-por", "lfn-rus", "lfn-spa", "lfn-yid", "lfn_Cyrl-por", "lfn_Latn-por", "lfn_Latn-yid", "lit-pol", "lit-rus", "lit-spa", "lit-tur", "ltz-nld", "mkd-spa", "msa-msa", "msa-spa", "msa-zho", "nds-nld", "nds-por", "nds-rus", "nds-spa", "nld-cmn_Hant", "nld-nld", "nld-nor", "nld-pol", "nld-por", "nld-ron", "nld-rus", "nld-spa", "nld-toki", "nld-tur", "nld-ukr", "nld-zho", "nno-nob", "nob-nno", "nob-rus", "nob-spa", "nob-swe", "nor-nor", "nor-pol", "nor-por", "nor-rus", "nor-spa", "nor-swe", "nor-ukr", "nor-zho", "orv-ukr", "ota-tur", "pol-cmn_Hans", "pol-cmn_Hant", "pol-por", "pol-rus", "pol-spa", "pol-swe", "pol-tur", "pol-ukr", "pol-zho", "por-cmn_Hans", "por-cmn_Hant", "por-por", "por-ron", "por-rus", "por-spa", "por-swe", "por-tgl", "por-toki", "por-tur", "por-ukr", "por-zho", "ron-rus", "ron-spa", "ron-tur", "run-rus", "run-spa", "rus-cmn_Hans", "rus-cmn_Hant", "rus-rus", "rus-sah", "rus-slv", "rus-spa", "rus-swe", "rus-tat", "rus-tlh", "rus-toki", "rus-toki_Latn", "rus-tur", "rus-uig", "rus-uig_Arab", "rus-ukr", "rus-vie", "rus-xal", "rus-yue_Hans", "rus-zho", "slv-cmn_Hans", "slv-ukr", "slv-zho", "spa-cmn_Hans", "spa-cmn_Hant", "spa-spa", "spa-swe", "spa-tat", "spa-tgl", "spa-tlh", "spa-toki", "spa-tur", "spa-ukr", "spa-vie", "spa-yid", "spa-zho", "srp_Cyrl-rus", "srp_Cyrl-ukr", "srp_Latn-ita", "srp_Latn-nob", "srp_Latn-rus", "srp_Latn-ukr", "swe-cmn_Hans", "swe-cmn_Hant", "swe-swe", "swe-tur", "swe-zho", "tat-tur", "tat-vie", "tlh-yid", "tlh-zho", "tlh_Latn-cmn_Hans", "tlh_Latn-cmn_Hant", "tlh_Latn-yid", "tur-cmn_Hans", "tur-cmn_Hant", "tur-tur", "tur-uig", "tur-ukr", "tur-uzb", "tur-zho", "uig-zho", "uig_Arab-cmn_Hans", "uig_Arab-cmn_Hant", "ukr-cmn_Hans", "ukr-cmn_Hant", "ukr-ukr", "ukr-zho", "vie-cmn_Hans", "vie-vie", "vie-zho", "wuu-cmn_Hans", "yid-yid", "zho-zho", "zsm_Latn-ind", ]
_LICENSE = "cc-by-2.0"
_HOMEPAGE = "https://github.com/Helsinki-NLP/Tatoeba-Challenge/"
class tatoebaMTConfig(datasets.BuilderConfig):
"""BuilderConfig for tatoeba-mt"""
def __init__(self, language_pair, **kwargs):
super().__init__(**kwargs)
"""
Args:
language_pair: language pair, you want to load
**kwargs: keyword arguments forwarded to super.
"""
self.language_pair = language_pair
# self.release = release
class tatoebaMT(datasets.GeneratorBasedBuilder):
"""The Tatoeba Translation Challenge is a multilingual data set of
machine translation benchmarks derived from user-contributed
translations collected at https://tatoeba.org/ and provided as
parallel corpus from https://opus.nlpl.eu/. This dataset includes
test and development data sorted by language pair. It includes
test sets for hundreds of language pairs and is continuously
updated. Please, check the version number tag to refer to the
release that your are using.
"""
VERSION = datasets.Version("1.0.0")
# VERSION = _RELEASE
BUILDER_CONFIG_CLASS = tatoebaMTConfig
BUILDER_CONFIGS = [
tatoebaMTConfig(name=pair, description=_DESCRIPTION, language_pair=pair )
for pair in _LanguagePairs
]
def _info(self):
return datasets.DatasetInfo(
description=_DESCRIPTION,
features=datasets.Features({
"sourceLang": datasets.Value("string"),
"targetlang": datasets.Value("string"),
"sourceString": datasets.Value("string"),
"targetString": datasets.Value("string")
}),
homepage=_HOMEPAGE,
citation=_CITATION,
license=_LICENSE
)
def _split_generators(self, dl_manager):
lang_pair = self.config.language_pair
# release = self.config.release
files = {}
test_path = os.path.join("test", f"tatoeba-test.{lang_pair}.tsv")
files["test"] = test_path
valid_path = os.path.join("dev", f"tatoeba-dev.{lang_pair}.tsv")
files["validation"] = valid_path
try:
data_dir = dl_manager.download_and_extract(files)
except:
files.pop("validation")
data_dir = dl_manager.download_and_extract(files)
output = []
if "test" in files:
test = datasets.SplitGenerator(
name=datasets.Split.TEST,
gen_kwargs={
"filepath": data_dir["test"]
}
)
output.append(test)
if "validation" in files:
valid = datasets.SplitGenerator(
name=datasets.Split.VALIDATION,
gen_kwargs={
"filepath": data_dir["validation"]
}
)
output.append(valid)
return output
def _generate_examples(self, filepath):
"""Yields examples."""
with open(filepath, encoding="utf-8") as f:
reader = csv.reader(f, delimiter="\t", quotechar='"')
for id_, row in enumerate(reader):
if id_ == 0:
continue
yield id_, {
"sourceLang": row[0],
"targetlang": row[1],
"sourceString": row[2],
"targetString": row[3]
}
|