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kde4.py
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| 1 |
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# coding=utf-8
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| 2 |
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# Copyright 2022 The HuggingFace Datasets Authors and the current dataset script contributor.
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| 3 |
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#
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| 4 |
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# Licensed under the Apache License, Version 2.0 (the "License");
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| 5 |
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# you may not use this file except in compliance with the License.
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| 6 |
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# You may obtain a copy of the License at
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| 7 |
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#
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| 8 |
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# http://www.apache.org/licenses/LICENSE-2.0
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| 9 |
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#
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| 10 |
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# Unless required by applicable law or agreed to in writing, software
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| 11 |
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# distributed under the License is distributed on an "AS IS" BASIS,
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| 12 |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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| 13 |
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# See the License for the specific language governing permissions and
|
| 14 |
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# limitations under the License.
|
| 15 |
+
|
| 16 |
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"""
|
| 17 |
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A parallel corpus of KDE4 localization files. The corpus is available in 92 languages in total, with 4099 bitexts.
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| 18 |
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"""
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| 19 |
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import os
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| 20 |
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from pathlib import Path
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| 21 |
+
from typing import Dict, List, Tuple
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| 22 |
+
|
| 23 |
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import datasets
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| 24 |
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| 25 |
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from seacrowd.utils import schemas
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| 26 |
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from seacrowd.utils.configs import SEACrowdConfig
|
| 27 |
+
from seacrowd.utils.constants import Licenses, Tasks
|
| 28 |
+
|
| 29 |
+
_CITATION = """\
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| 30 |
+
@inproceedings{tiedemann2012parallel,
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| 31 |
+
title={Parallel Data, Tools and Interfaces in OPUS},
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| 32 |
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author={Tiedemann, J{\"o}rg},
|
| 33 |
+
booktitle={Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)},
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| 34 |
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pages={2214--2218},
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| 35 |
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year={2012}
|
| 36 |
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}
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| 37 |
+
"""
|
| 38 |
+
|
| 39 |
+
_DATASETNAME = "kde4"
|
| 40 |
+
|
| 41 |
+
_DESCRIPTION = """\
|
| 42 |
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A parallel corpus of KDE4 localization files. The corpus is available in 92 languages in total, with 4099 bitexts.
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| 43 |
+
"""
|
| 44 |
+
|
| 45 |
+
_HOMEPAGE = "https://opus.nlpl.eu/KDE4/corpus/version/KDE4"
|
| 46 |
+
|
| 47 |
+
_LANGUAGES = ["ind", "khm", "zlm", "tha", "vie"]
|
| 48 |
+
|
| 49 |
+
_LICENSE = Licenses.UNKNOWN.value
|
| 50 |
+
_LOCAL = False
|
| 51 |
+
|
| 52 |
+
_URL_TEMPLATE = "https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/{src}-{tgt}.txt.zip"
|
| 53 |
+
|
| 54 |
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_SUPPORTED_TASKS = [Tasks.MACHINE_TRANSLATION]
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| 55 |
+
_SOURCE_VERSION = "2.0.0"
|
| 56 |
+
_SEACROWD_VERSION = "2024.06.20"
|
| 57 |
+
|
| 58 |
+
kde4_language_codes = {
|
| 59 |
+
"aar": "aa",
|
| 60 |
+
"abk": "ab",
|
| 61 |
+
"ave": "ae",
|
| 62 |
+
"afr": "af",
|
| 63 |
+
"aka": "ak",
|
| 64 |
+
"amh": "am",
|
| 65 |
+
"arg": "an",
|
| 66 |
+
"ara": "ar",
|
| 67 |
+
"asm": "as",
|
| 68 |
+
"ava": "av",
|
| 69 |
+
"aym": "ay",
|
| 70 |
+
"aze": "az",
|
| 71 |
+
"bak": "ba",
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| 72 |
+
"bel": "be",
|
| 73 |
+
"bul": "bg",
|
| 74 |
+
"bis": "bi",
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| 75 |
+
"bam": "bm",
|
| 76 |
+
"ben": "bn",
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| 77 |
+
"bod": "bo",
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| 78 |
+
"bre": "br",
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| 79 |
+
"bos": "bs",
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| 80 |
+
"cat": "ca",
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| 81 |
+
"che": "ce",
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| 82 |
+
"cha": "ch",
|
| 83 |
+
"cos": "co",
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| 84 |
+
"cre": "cr",
|
| 85 |
+
"ces": "cs",
|
| 86 |
+
"chu": "cu",
|
| 87 |
+
"chv": "cv",
|
| 88 |
+
"cym": "cy",
|
| 89 |
+
"dan": "da",
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| 90 |
+
"deu": "de",
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| 91 |
+
"div": "dv",
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| 92 |
+
"dzo": "dz",
|
| 93 |
+
"ewe": "ee",
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| 94 |
+
"ell": "el",
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| 95 |
+
"eng": "en",
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| 96 |
+
"epo": "eo",
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| 97 |
+
"spa": "es",
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| 98 |
+
"est": "et",
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| 99 |
+
"eus": "eu",
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| 100 |
+
"fas": "fa",
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| 101 |
+
"ful": "ff",
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| 102 |
+
"fin": "fi",
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| 103 |
+
"fij": "fj",
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| 104 |
+
"fao": "fo",
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| 105 |
+
"fra": "fr",
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| 106 |
+
"fry": "fy",
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| 107 |
+
"gle": "ga",
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| 108 |
+
"gla": "gd",
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| 109 |
+
"glg": "gl",
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| 110 |
+
"grn": "gn",
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| 111 |
+
"guj": "gu",
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| 112 |
+
"glv": "gv",
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| 113 |
+
"hau": "ha",
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| 114 |
+
"heb": "he",
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| 115 |
+
"hin": "hi",
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| 116 |
+
"hmo": "ho",
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| 117 |
+
"hrv": "hr",
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| 118 |
+
"hat": "ht",
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| 119 |
+
"hun": "hu",
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| 120 |
+
"hye": "hy",
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| 121 |
+
"her": "hz",
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| 122 |
+
"ina": "ia",
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| 123 |
+
"ind": "id",
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| 124 |
+
"ile": "ie",
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| 125 |
+
"ibo": "ig",
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| 126 |
+
"iii": "ii",
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| 127 |
+
"ipk": "ik",
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| 128 |
+
"ido": "io",
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| 129 |
+
"isl": "is",
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| 130 |
+
"ita": "it",
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| 131 |
+
"iku": "iu",
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| 132 |
+
"jpn": "ja",
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| 133 |
+
"jav": "jv",
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| 134 |
+
"kat": "ka",
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| 135 |
+
"kon": "kg",
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| 136 |
+
"kik": "ki",
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| 137 |
+
"kua": "kj",
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| 138 |
+
"kaz": "kk",
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| 139 |
+
"kal": "kl",
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| 140 |
+
"khm": "km",
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| 141 |
+
"kan": "kn",
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| 142 |
+
"kor": "ko",
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| 143 |
+
"kau": "kr",
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| 144 |
+
"kas": "ks",
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| 145 |
+
"kur": "ku",
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| 146 |
+
"kom": "kv",
|
| 147 |
+
"cor": "kw",
|
| 148 |
+
"kir": "ky",
|
| 149 |
+
"lat": "la",
|
| 150 |
+
"ltz": "lb",
|
| 151 |
+
"lug": "lg",
|
| 152 |
+
"lim": "li",
|
| 153 |
+
"lin": "ln",
|
| 154 |
+
"lao": "lo",
|
| 155 |
+
"lit": "lt",
|
| 156 |
+
"lub": "lu",
|
| 157 |
+
"lav": "lv",
|
| 158 |
+
"mlg": "mg",
|
| 159 |
+
"mah": "mh",
|
| 160 |
+
"mri": "mi",
|
| 161 |
+
"mkd": "mk",
|
| 162 |
+
"mal": "ml",
|
| 163 |
+
"mon": "mn",
|
| 164 |
+
"mar": "mr",
|
| 165 |
+
"msa": "ms",
|
| 166 |
+
"mlt": "mt",
|
| 167 |
+
"mya": "my",
|
| 168 |
+
"nau": "na",
|
| 169 |
+
"nob": "nb",
|
| 170 |
+
"nde": "nd",
|
| 171 |
+
"nep": "ne",
|
| 172 |
+
"ndo": "ng",
|
| 173 |
+
"nld": "nl",
|
| 174 |
+
"nno": "nn",
|
| 175 |
+
"nor": "no",
|
| 176 |
+
"nbl": "nr",
|
| 177 |
+
"nav": "nv",
|
| 178 |
+
"nya": "ny",
|
| 179 |
+
"oci": "oc",
|
| 180 |
+
"oji": "oj",
|
| 181 |
+
"orm": "om",
|
| 182 |
+
"ori": "or",
|
| 183 |
+
"oss": "os",
|
| 184 |
+
"pan": "pa",
|
| 185 |
+
"pli": "pi",
|
| 186 |
+
"pol": "pl",
|
| 187 |
+
"pus": "ps",
|
| 188 |
+
"por": "pt",
|
| 189 |
+
"que": "qu",
|
| 190 |
+
"roh": "rm",
|
| 191 |
+
"run": "rn",
|
| 192 |
+
"ron": "ro",
|
| 193 |
+
"rus": "ru",
|
| 194 |
+
"kin": "rw",
|
| 195 |
+
"san": "sa",
|
| 196 |
+
"srd": "sc",
|
| 197 |
+
"snd": "sd",
|
| 198 |
+
"sme": "se",
|
| 199 |
+
"sag": "sg",
|
| 200 |
+
"hbs": "sh",
|
| 201 |
+
"sin": "si",
|
| 202 |
+
"slk": "sk",
|
| 203 |
+
"slv": "sl",
|
| 204 |
+
"smo": "sm",
|
| 205 |
+
"sna": "sn",
|
| 206 |
+
"som": "so",
|
| 207 |
+
"sqi": "sq",
|
| 208 |
+
"srp": "sr",
|
| 209 |
+
"ssw": "ss",
|
| 210 |
+
"sot": "st",
|
| 211 |
+
"sun": "su",
|
| 212 |
+
"swe": "sv",
|
| 213 |
+
"swa": "sw",
|
| 214 |
+
"tam": "ta",
|
| 215 |
+
"tel": "te",
|
| 216 |
+
"tgk": "tg",
|
| 217 |
+
"tha": "th",
|
| 218 |
+
"tir": "ti",
|
| 219 |
+
"tuk": "tk",
|
| 220 |
+
"tgl": "tl",
|
| 221 |
+
"tsn": "tn",
|
| 222 |
+
"ton": "to",
|
| 223 |
+
"tur": "tr",
|
| 224 |
+
"tso": "ts",
|
| 225 |
+
"tat": "tt",
|
| 226 |
+
"twi": "tw",
|
| 227 |
+
"tah": "ty",
|
| 228 |
+
"uig": "ug",
|
| 229 |
+
"ukr": "uk",
|
| 230 |
+
"urd": "ur",
|
| 231 |
+
"uzb": "uz",
|
| 232 |
+
"ven": "ve",
|
| 233 |
+
"vie": "vi",
|
| 234 |
+
"vol": "vo",
|
| 235 |
+
"wln": "wa",
|
| 236 |
+
"wol": "wo",
|
| 237 |
+
"xho": "xh",
|
| 238 |
+
"yid": "yi",
|
| 239 |
+
"yor": "yo",
|
| 240 |
+
"zha": "za",
|
| 241 |
+
"zho": "zh",
|
| 242 |
+
"zul": "zu",
|
| 243 |
+
"nds": "nds",
|
| 244 |
+
"mai": "mai",
|
| 245 |
+
"nso": "nso",
|
| 246 |
+
"ast": "ast",
|
| 247 |
+
"crh": "crh",
|
| 248 |
+
"csb": "csb",
|
| 249 |
+
"hne": "hne",
|
| 250 |
+
"hsb": "hsb",
|
| 251 |
+
}
|
| 252 |
+
|
| 253 |
+
configs = {
|
| 254 |
+
"afr": ["msa", "tha", "khm", "ind", "vie"],
|
| 255 |
+
"ara": ["msa", "tha", "khm", "ind", "vie"],
|
| 256 |
+
"asm": ["msa", "tha", "khm", "ind", "vie"],
|
| 257 |
+
"ast": ["msa", "tha", "khm", "ind", "vie"],
|
| 258 |
+
"bel": ["msa", "tha", "khm", "ind", "vie"],
|
| 259 |
+
"bul": ["msa", "tha", "khm", "ind", "vie"],
|
| 260 |
+
"ben": ["msa", "tha", "khm", "ind", "vie"],
|
| 261 |
+
"bre": ["msa", "tha", "khm", "ind", "vie"],
|
| 262 |
+
"cat": ["msa", "tha", "khm", "ind", "vie"],
|
| 263 |
+
"crh": ["msa", "tha", "khm", "ind", "vie"],
|
| 264 |
+
"ces": ["msa", "tha", "khm", "ind", "vie"],
|
| 265 |
+
"csb": ["msa", "tha", "khm", "ind", "vie"],
|
| 266 |
+
"cym": ["msa", "tha", "khm", "ind", "vie"],
|
| 267 |
+
"dan": ["msa", "tha", "khm", "ind", "vie"],
|
| 268 |
+
"deu": ["msa", "tha", "khm", "ind", "vie"],
|
| 269 |
+
"ell": ["msa", "tha", "khm", "ind", "vie"],
|
| 270 |
+
"eng": ["msa", "tha", "khm", "ind", "vie"],
|
| 271 |
+
"epo": ["msa", "tha", "khm", "ind", "vie"],
|
| 272 |
+
"spa": ["msa", "tha", "khm", "ind", "vie"],
|
| 273 |
+
"est": ["msa", "tha", "khm", "ind", "vie"],
|
| 274 |
+
"eus": ["msa", "tha", "khm", "ind", "vie"],
|
| 275 |
+
"fas": ["msa", "tha", "khm", "ind", "vie"],
|
| 276 |
+
"fin": ["msa", "tha", "khm", "ind", "vie"],
|
| 277 |
+
"fra": ["msa", "tha", "khm", "ind", "vie"],
|
| 278 |
+
"fry": ["msa", "tha", "khm", "ind", "vie"],
|
| 279 |
+
"gle": ["msa", "tha", "khm", "ind", "vie"],
|
| 280 |
+
"glg": ["msa", "tha", "khm", "ind", "vie"],
|
| 281 |
+
"guj": ["msa", "tha", "khm", "ind", "vie"],
|
| 282 |
+
"hau": ["msa", "tha", "khm", "ind", "vie"],
|
| 283 |
+
"heb": ["msa", "tha", "khm", "ind", "vie"],
|
| 284 |
+
"hin": ["msa", "tha", "khm", "ind", "vie"],
|
| 285 |
+
"hne": ["msa", "tha", "khm", "ind", "vie"],
|
| 286 |
+
"hrv": ["msa", "tha", "khm", "ind", "vie"],
|
| 287 |
+
"hsb": ["msa", "tha", "khm", "ind", "vie"],
|
| 288 |
+
"hun": ["msa", "tha", "khm", "ind", "vie"],
|
| 289 |
+
"hye": ["msa", "tha", "khm", "ind", "vie"],
|
| 290 |
+
"ind": [
|
| 291 |
+
"kan",
|
| 292 |
+
"pus",
|
| 293 |
+
"msa",
|
| 294 |
+
"slv",
|
| 295 |
+
"tur",
|
| 296 |
+
"rus",
|
| 297 |
+
"nld",
|
| 298 |
+
"mkd",
|
| 299 |
+
"jpn",
|
| 300 |
+
"ori",
|
| 301 |
+
"nep",
|
| 302 |
+
"xho",
|
| 303 |
+
"nds",
|
| 304 |
+
"lav",
|
| 305 |
+
"ukr",
|
| 306 |
+
"vie",
|
| 307 |
+
"mai",
|
| 308 |
+
"tam",
|
| 309 |
+
"ltz",
|
| 310 |
+
"isl",
|
| 311 |
+
"uzb",
|
| 312 |
+
"sme",
|
| 313 |
+
"lit",
|
| 314 |
+
"tgk",
|
| 315 |
+
"kat",
|
| 316 |
+
"mal",
|
| 317 |
+
"srp",
|
| 318 |
+
"wln",
|
| 319 |
+
"por",
|
| 320 |
+
"oci",
|
| 321 |
+
"kur",
|
| 322 |
+
"mar",
|
| 323 |
+
"sin",
|
| 324 |
+
"slk",
|
| 325 |
+
"kor",
|
| 326 |
+
"kaz",
|
| 327 |
+
"ron",
|
| 328 |
+
"nno",
|
| 329 |
+
"tha",
|
| 330 |
+
"khm",
|
| 331 |
+
"tel",
|
| 332 |
+
"ita",
|
| 333 |
+
"pol",
|
| 334 |
+
"swe",
|
| 335 |
+
"pan",
|
| 336 |
+
"nob",
|
| 337 |
+
],
|
| 338 |
+
"isl": ["khm", "msa", "tha", "vie"],
|
| 339 |
+
"ita": ["khm", "msa", "tha", "vie"],
|
| 340 |
+
"jpn": ["khm", "msa", "tha", "vie"],
|
| 341 |
+
"kat": ["khm", "msa", "tha", "vie"],
|
| 342 |
+
"kaz": ["khm", "msa", "tha", "vie"],
|
| 343 |
+
"khm": [
|
| 344 |
+
"kan",
|
| 345 |
+
"pus",
|
| 346 |
+
"msa",
|
| 347 |
+
"slv",
|
| 348 |
+
"tur",
|
| 349 |
+
"rus",
|
| 350 |
+
"kin",
|
| 351 |
+
"nld",
|
| 352 |
+
"mkd",
|
| 353 |
+
"ori",
|
| 354 |
+
"xho",
|
| 355 |
+
"nso",
|
| 356 |
+
"nep",
|
| 357 |
+
"nds",
|
| 358 |
+
"lav",
|
| 359 |
+
"ukr",
|
| 360 |
+
"vie",
|
| 361 |
+
"mai",
|
| 362 |
+
"tam",
|
| 363 |
+
"ltz",
|
| 364 |
+
"uzb",
|
| 365 |
+
"sme",
|
| 366 |
+
"lit",
|
| 367 |
+
"tgk",
|
| 368 |
+
"mlt",
|
| 369 |
+
"mal",
|
| 370 |
+
"srp",
|
| 371 |
+
"wln",
|
| 372 |
+
"por",
|
| 373 |
+
"oci",
|
| 374 |
+
"kur",
|
| 375 |
+
"mar",
|
| 376 |
+
"sin",
|
| 377 |
+
"slk",
|
| 378 |
+
"kor",
|
| 379 |
+
"ron",
|
| 380 |
+
"nno",
|
| 381 |
+
"tha",
|
| 382 |
+
"tel",
|
| 383 |
+
"pol",
|
| 384 |
+
"swe",
|
| 385 |
+
"pan",
|
| 386 |
+
"nob",
|
| 387 |
+
],
|
| 388 |
+
"kan": ["msa", "tha", "vie"],
|
| 389 |
+
"kor": ["msa", "tha", "vie"],
|
| 390 |
+
"kur": ["msa", "tha", "vie"],
|
| 391 |
+
"ltz": ["msa", "tha", "vie"],
|
| 392 |
+
"lit": ["msa", "tha", "vie"],
|
| 393 |
+
"lav": ["msa", "tha", "vie"],
|
| 394 |
+
"mai": ["msa", "tha", "vie"],
|
| 395 |
+
"mkd": ["msa", "tha", "vie"],
|
| 396 |
+
"mal": ["msa", "tha", "vie"],
|
| 397 |
+
"mar": ["msa", "tha", "vie"],
|
| 398 |
+
"msa": [
|
| 399 |
+
"pus",
|
| 400 |
+
"slv",
|
| 401 |
+
"tur",
|
| 402 |
+
"rus",
|
| 403 |
+
"kin",
|
| 404 |
+
"nld",
|
| 405 |
+
"ori",
|
| 406 |
+
"xho",
|
| 407 |
+
"nso",
|
| 408 |
+
"nep",
|
| 409 |
+
"nds",
|
| 410 |
+
"ukr",
|
| 411 |
+
"vie",
|
| 412 |
+
"tam",
|
| 413 |
+
"uzb",
|
| 414 |
+
"sme",
|
| 415 |
+
"tgk",
|
| 416 |
+
"mlt",
|
| 417 |
+
"srp",
|
| 418 |
+
"wln",
|
| 419 |
+
"por",
|
| 420 |
+
"oci",
|
| 421 |
+
"slk",
|
| 422 |
+
"sin",
|
| 423 |
+
"ron",
|
| 424 |
+
"nno",
|
| 425 |
+
"tha",
|
| 426 |
+
"tel",
|
| 427 |
+
"pol",
|
| 428 |
+
"swe",
|
| 429 |
+
"pan",
|
| 430 |
+
"nob",
|
| 431 |
+
],
|
| 432 |
+
"mlt": ["tha"],
|
| 433 |
+
"nob": ["tha", "vie"],
|
| 434 |
+
"nds": ["tha", "vie"],
|
| 435 |
+
"nep": ["tha", "vie"],
|
| 436 |
+
"nld": ["tha", "vie"],
|
| 437 |
+
"nno": ["tha", "vie"],
|
| 438 |
+
"oci": ["tha", "vie"],
|
| 439 |
+
"ori": ["tha", "vie"],
|
| 440 |
+
"pan": ["tha", "vie"],
|
| 441 |
+
"pol": ["tha", "vie"],
|
| 442 |
+
"pus": ["tha", "vie"],
|
| 443 |
+
"por": ["tha", "vie"],
|
| 444 |
+
"ron": ["tha", "vie"],
|
| 445 |
+
"rus": ["tha", "vie"],
|
| 446 |
+
"kin": ["tha"],
|
| 447 |
+
"sme": ["tha", "vie"],
|
| 448 |
+
"sin": ["tha", "vie"],
|
| 449 |
+
"slk": ["tha", "vie"],
|
| 450 |
+
"slv": ["tha", "vie"],
|
| 451 |
+
"srp": ["tha", "vie"],
|
| 452 |
+
"swe": ["tha", "vie"],
|
| 453 |
+
"tam": ["tha", "vie"],
|
| 454 |
+
"tel": ["tha", "vie"],
|
| 455 |
+
"tgk": ["tha", "vie"],
|
| 456 |
+
"tha": ["wln", "tur", "uzb", "xho", "vie", "ukr"],
|
| 457 |
+
"tur": ["vie"],
|
| 458 |
+
"ukr": ["vie"],
|
| 459 |
+
"uzb": ["vie"],
|
| 460 |
+
"vie": ["wln", "xho"],
|
| 461 |
+
}
|
| 462 |
+
|
| 463 |
+
|
| 464 |
+
class KDE4Dataset(datasets.GeneratorBasedBuilder):
|
| 465 |
+
"""A parallel corpus of KDE4 localization files. The corpus is available in 92 languages in total, with 4099 bitexts."""
|
| 466 |
+
|
| 467 |
+
SOURCE_VERSION = datasets.Version(_SOURCE_VERSION)
|
| 468 |
+
SEACROWD_VERSION = datasets.Version(_SEACROWD_VERSION)
|
| 469 |
+
|
| 470 |
+
BUILDER_CONFIGS = (
|
| 471 |
+
[
|
| 472 |
+
SEACrowdConfig(
|
| 473 |
+
name="kde4_source",
|
| 474 |
+
version=datasets.Version(_SOURCE_VERSION),
|
| 475 |
+
description="kde4 source schema for afr to msa",
|
| 476 |
+
schema="source",
|
| 477 |
+
subset_id="afr_msa",
|
| 478 |
+
),
|
| 479 |
+
SEACrowdConfig(
|
| 480 |
+
name="kde4_seacrowd_t2t",
|
| 481 |
+
version=datasets.Version(_SOURCE_VERSION),
|
| 482 |
+
description="kde4 seacrowd_t2t schema for afr to msa",
|
| 483 |
+
schema="seacrowd_t2t",
|
| 484 |
+
subset_id="afr_msa",
|
| 485 |
+
),
|
| 486 |
+
]
|
| 487 |
+
+ [
|
| 488 |
+
SEACrowdConfig(
|
| 489 |
+
name=f"kde4_{src_lang}_{tgt_lang}_source",
|
| 490 |
+
version=datasets.Version(_SOURCE_VERSION),
|
| 491 |
+
description=f"kde4 source schema for {src_lang} to {tgt_lang}",
|
| 492 |
+
schema="source",
|
| 493 |
+
subset_id=f"{src_lang}_{tgt_lang}",
|
| 494 |
+
)
|
| 495 |
+
for src_lang in configs
|
| 496 |
+
for tgt_lang in configs[src_lang]
|
| 497 |
+
]
|
| 498 |
+
+ [
|
| 499 |
+
SEACrowdConfig(
|
| 500 |
+
name=f"kde4_{src_lang}_{tgt_lang}_seacrowd_t2t",
|
| 501 |
+
version=datasets.Version(_SEACROWD_VERSION),
|
| 502 |
+
description=f"kde4 seacrowd_t2t schema for {src_lang} to {tgt_lang}",
|
| 503 |
+
schema="seacrowd_t2t",
|
| 504 |
+
subset_id=f"{src_lang}_{tgt_lang}",
|
| 505 |
+
)
|
| 506 |
+
for src_lang in configs
|
| 507 |
+
for tgt_lang in configs[src_lang]
|
| 508 |
+
]
|
| 509 |
+
)
|
| 510 |
+
|
| 511 |
+
DEFAULT_CONFIG_NAME = "kde4_source"
|
| 512 |
+
|
| 513 |
+
def _info(self) -> datasets.DatasetInfo:
|
| 514 |
+
if self.config.schema == "source":
|
| 515 |
+
features = datasets.Features(
|
| 516 |
+
{
|
| 517 |
+
"id": datasets.Value("string"),
|
| 518 |
+
"src_text": datasets.Value("string"),
|
| 519 |
+
"tgt_text": datasets.Value("string"),
|
| 520 |
+
}
|
| 521 |
+
)
|
| 522 |
+
|
| 523 |
+
elif self.config.schema == "seacrowd_t2t":
|
| 524 |
+
features = schemas.text2text_features
|
| 525 |
+
|
| 526 |
+
return datasets.DatasetInfo(
|
| 527 |
+
description=_DESCRIPTION,
|
| 528 |
+
features=features,
|
| 529 |
+
homepage=_HOMEPAGE,
|
| 530 |
+
license=_LICENSE,
|
| 531 |
+
citation=_CITATION,
|
| 532 |
+
)
|
| 533 |
+
|
| 534 |
+
def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
|
| 535 |
+
"""Returns SplitGenerators."""
|
| 536 |
+
|
| 537 |
+
src_lang, tgt_lang = self.config.subset_id.split("_")
|
| 538 |
+
kde4_src_lang, kde4_tgt_lang = kde4_language_codes[src_lang], kde4_language_codes[tgt_lang]
|
| 539 |
+
|
| 540 |
+
url = _URL_TEMPLATE.format(src=kde4_src_lang, tgt=kde4_tgt_lang)
|
| 541 |
+
data_dir = dl_manager.download_and_extract(url)
|
| 542 |
+
|
| 543 |
+
return [
|
| 544 |
+
datasets.SplitGenerator(
|
| 545 |
+
name=datasets.Split.TRAIN,
|
| 546 |
+
gen_kwargs={
|
| 547 |
+
"src_lang": src_lang,
|
| 548 |
+
"tgt_lang": tgt_lang,
|
| 549 |
+
"src_filepath": os.path.join(data_dir, f"KDE4.{kde4_src_lang}-{kde4_tgt_lang}.{kde4_src_lang}"),
|
| 550 |
+
"tgt_filepath": os.path.join(data_dir, f"KDE4.{kde4_src_lang}-{kde4_tgt_lang}.{kde4_tgt_lang}"),
|
| 551 |
+
},
|
| 552 |
+
)
|
| 553 |
+
]
|
| 554 |
+
|
| 555 |
+
def _generate_examples(self, src_lang: str, tgt_lang: str, src_filepath: Path, tgt_filepath: Path) -> Tuple[int, Dict]:
|
| 556 |
+
"""Yields examples as (key, example) tuples."""
|
| 557 |
+
|
| 558 |
+
if self.config.schema == "source":
|
| 559 |
+
for row_id, (src_text, tgt_text) in enumerate(zip(open(src_filepath), open(tgt_filepath))):
|
| 560 |
+
yield row_id, {
|
| 561 |
+
"id": row_id,
|
| 562 |
+
"src_text": src_text.strip(),
|
| 563 |
+
"tgt_text": tgt_text.strip(),
|
| 564 |
+
}
|
| 565 |
+
|
| 566 |
+
elif self.config.schema == "seacrowd_t2t":
|
| 567 |
+
for row_id, (src_text, tgt_text) in enumerate(zip(open(src_filepath), open(tgt_filepath))):
|
| 568 |
+
yield row_id, {
|
| 569 |
+
"id": row_id,
|
| 570 |
+
"text_1": src_text.strip(),
|
| 571 |
+
"text_2": tgt_text.strip(),
|
| 572 |
+
"text_1_name": src_lang,
|
| 573 |
+
"text_2_name": tgt_lang,
|
| 574 |
+
}
|