initial commit

odin_data.py

@@ -0,0 +1,172 @@
+# Copyright 2023 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.
+"""HF datasets wrapper for the SIGMORPHON-2023 IGT shared task data (open track)"""
+
+import datasets
+
+# flake8: noqa
+from .odin_languages import _ALL_LANGS
+
+_ALL_CONFIGS = [lang for lang in _ALL_LANGS] + ["all"]
+
+_DESCRIPTION = ""
+_CITATION = ""
+_HOMEPAGE_URL = "https://github.com/sigmorphon/2023glossingST"
+
+# hard-code to use open track
+_DATA_URL = "odin_raw/{shortname}.txt"
+
+
+class GlossConfig(datasets.BuilderConfig):
+    def __init__(self, name, **kwargs):
+        super().__init__(name=name, version=datasets.Version("0.0.0", ""), **kwargs)
+
+
+class Gloss(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [GlossConfig(name) for name in _ALL_CONFIGS]
+
+    def _info(self):
+        # langs = _ALL_CONFIGS
+        features = datasets.Features(
+            {
+                "transcription": datasets.Value("string"),
+                "language": datasets.Value("string"),
+                "underlying": datasets.Value("string"),
+                "gloss": datasets.Value("string"),
+                "translation": datasets.Value("string"),
+            }
+        )
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE_URL,
+            citation=_CITATION,
+            task_templates=None,
+        )
+
+    def _split_generators(self, dl_manager):
+        splits = ["train"]
+
+        if self.config.name == "all":
+            data_urls = {
+                split: [
+                    _DATA_URL.format(
+                        longname=_ALL_LANGS[lang], shortname=lang, split=split
+                    )
+                    for lang in _ALL_LANGS
+                ]
+                for split in splits
+            }
+        else:
+            data_urls = {
+                split: [
+                    _DATA_URL.format(
+                        longname=_ALL_LANGS[self.config.name],
+                        shortname=self.config.name,
+                        split=split,
+                    )
+                ]
+                for split in splits
+            }
+
+        text_paths = dl_manager.download(data_urls)
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "text_paths": text_paths.get("train"),
+                },
+            ),
+            # datasets.SplitGenerator(
+            #     name=datasets.Split.VALIDATION,
+            #     gen_kwargs={
+            #         "text_paths": text_paths.get("dev"),
+            #     },
+            # ),
+        ]
+
+    def _get_data(self, lang, transcription, segmentation, glosses, translation):
+        return {
+            "language": lang,
+            "transcription": transcription,
+            "underlying": segmentation,
+            "gloss": glosses,
+            "translation": translation,
+        }
+
+    def _generate_examples(self, text_paths):
+        key = 0
+
+        if self.config.name == "all":
+            langs = _ALL_LANGS
+        else:
+            langs = [self.config.name]
+
+        for text_path, lang in zip(text_paths, langs):
+            with open(text_path, encoding="utf-8") as file:
+                current_entry = [None, None, None, None]  # transc, segm, gloss, transl
+
+                for line in file:
+                    # Determine the type of line
+                    # If we see a type that has already been filled for the current
+                    # entry, something is wrong
+                    line_prefix = line[:2]
+                    if line_prefix == "\\t" and current_entry[0] is None:
+                        current_entry[0] = line[3:].strip()
+                    elif line_prefix == "\\m" and current_entry[1] is None:
+                        current_entry[1] = line[3:].strip()
+                    elif line_prefix == "\\g" and current_entry[2] is None:
+                        if len(line[3:].strip()) > 0:
+                            current_entry[2] = line[3:].strip()
+                    elif line_prefix == "\\l" and current_entry[3] is None:
+                        current_entry[3] = line[3:].strip()
+                        # Once we have the translation, we've reached the end and can
+                        # save this entry
+                        yield key, self._get_data(
+                            lang=_ALL_LANGS[lang],
+                            transcription=current_entry[0],
+                            segmentation=current_entry[1],
+                            glosses=current_entry[2],
+                            translation=current_entry[3],
+                        )
+                        key += 1
+                        current_entry = [None, None, None, None]
+                    elif line.strip() != "":
+                        # Something went wrong
+                        # print("Skipping line: ", line)
+                        pass
+                    else:
+                        if not current_entry == [None, None, None, None]:
+                            yield key, self._get_data(
+                                lang=_ALL_LANGS[lang],
+                                transcription=current_entry[0],
+                                segmentation=current_entry[1],
+                                glosses=current_entry[2],
+                                translation=None,
+                            )
+                            key += 1
+                            current_entry = [None, None, None, None]
+                # Might have one extra line at the end
+                if not current_entry == [None, None, None, None]:
+                    yield key, self._get_data(
+                        lang=_ALL_LANGS[lang],
+                        transcription=current_entry[0],
+                        segmentation=current_entry[1],
+                        glosses=current_entry[2],
+                        translation=None,
+                    )
+                    key += 1

odin_languages.py

@@ -0,0 +1,975 @@
+_ALL_LANGS = {
+    "bav": "Vengo",
+    "acf": "Saint Lucian Creole French",
+    "frp": "Arpitan",
+    "sea": "Semai",
+    "atv-alt": "Northern Altai",
+    "csh": "Asho Chin",
+    "ddo": "Tsez",
+    "ukr": "Ukrainian",
+    "skd": "Southern Sierra Miwok",
+    "pej": "Northern Pomo",
+    "cjo-cpy": "Ash\u00e9ninka Pajonal",
+    "bfu": "Bunan",
+    "poi": "Highland Popoluca",
+    "shp": "Shipibo-Conibo",
+    "nyt": "Nyawaygi",
+    "zav": "Yatzachi Zapotec",
+    "kut": "Kutenai",
+    "rap": "Rapanui",
+    "ndh": "Ndali",
+    "jup": "Hup",
+    "cok-crn": "Santa Teresa Cora",
+    "neb": "Toura (C\u00f4te d'Ivoire)",
+    "bho": "Bhojpuri",
+    "kiu": "Kirmanjki",
+    "nas": "Naasioi",
+    "tnc": "Tanimuca-Retuar\u00e3",
+    "wsk": "Waskia",
+    "tow": "Towa",
+    "hsb": "Upper Sorbian",
+    "rmb": "Rembarrnga",
+    "bee": "Byangsi",
+    "orh": "Oroqen",
+    "nlg": "Gela",
+    "kdr": "Karaim",
+    "tby": "Tabaru",
+    "tae": "Tariana",
+    "der": "Deori",
+    "peg": "Pengo",
+    "cap": "Chipaya",
+    "faa": "Fasu",
+    "ykg-yu": "Northern Yukaghir",
+    "kvw": "Wersing",
+    "smo": "Samoan",
+    "kor": "Korean",
+    "dic": "Lakota Dida",
+    "quh": "South Bolivian Quechua",
+    "skv": "Skou",
+    "yap": "Yapese",
+    "dua": "Duala",
+    "tbg": "North Tairora",
+    "csy": "Sizang Chin",
+    "aho": "Ahom",
+    "khc-bhq": "Tukang Besi North",
+    "srq": "Sirion\u00f3",
+    "hid": "Hidatsa",
+    "cac": "Chuj",
+    "cir": "Tiri-Mea",
+    "ace": "Acehnese",
+    "hmb": "Humburi Senni Songhay",
+    "zai": "Isthmus Zapotec",
+    "trp": "Kok Borok",
+    "idu": "Idoma",
+    "cmn": "Mandarin Chinese",
+    "che": "Chechen",
+    "bck": "Bunaba",
+    "otw": "Ottawa",
+    "ati": "Atti\u00e9",
+    "vut": "Vute",
+    "khk": "Halh Mongolian",
+    "chr": "Cherokee",
+    "hna": "Mina (Cameroon)",
+    "kwk": "Kwak'wala",
+    "swh": "Swahili",
+    "niv": "Amur Nivkh",
+    "trc": "Copala Triqui",
+    "ewe": "Ewe",
+    "apt": "Apatani",
+    "sag-sbp": "Sango",
+    "one": "Oneida",
+    "wac": "Upper Chinook",
+    "csc": "Catalan Sign Language",
+    "gma": "Gambera",
+    "qwh-qxn": "Huaylas Ancash Quechua",
+    "dta": "Dagur",
+    "urh": "Urhobo",
+    "dak": "Dakota",
+    "jap": "Jaru\u00e1ra",
+    "djj": "Djeebbana",
+    "jeh": "Jeh",
+    "slv": "Slovenian",
+    "djr": "Djambarrpuyngu",
+    "azb": "South Azerbaijani",
+    "swb": "Maore Comorian",
+    "ote": "Mezquital Otomi",
+    "cak": "Kaqchikel",
+    "kbk": "Grass Koiari",
+    "aoa": "Angolar",
+    "wga": "Wagaya",
+    "ses": "Koyraboro Senni Songhai",
+    "qxs-cng": "Southern Qiang",
+    "thk": "Tharaka",
+    "glg": "Galician",
+    "cni": "Ash\u00e1ninka",
+    "yor": "Yoruba",
+    "yuz": "Yuracar\u00e9",
+    "alr": "Alutor",
+    "suk": "Sukuma",
+    "tdt": "Tetun Dili",
+    "ngn": "Ngwo",
+    "any": "Anyin",
+    "ivv": "Itbayat",
+    "niy": "Ngiti",
+    "ngk": "Ngalkbun",
+    "pus": "Nuclear Pashto",
+    "nds": "Eastern Low German",
+    "ady": "Adyghe",
+    "kmc": "Southern Dong",
+    "cso": "Sochiapam Chinantec",
+    "nly": "Nyamal",
+    "jac": "Popti'",
+    "itz": "Itz\u00e1",
+    "kas": "Kashmiri",
+    "ajp": "South Levantine Arabic",
+    "yia": "Yinggarda",
+    "ary": "Moroccan Arabic",
+    "bbc": "Batak Toba",
+    "jpn": "Japanese",
+    "twf": "Taos Northern Tiwa",
+    "wbv": "Wajarri",
+    "dan": "Danish",
+    "brc": "Berbice Creole Dutch",
+    "vai": "Vai",
+    "yua": "Yucatec Maya",
+    "kpw": "Kobon",
+    "ktg": "Kalkutung",
+    "ojg-ojb": "Eastern Ojibwa",
+    "urd": "Urdu",
+    "kgs": "Kumbainggar",
+    "chp": "Chipewyan",
+    "for": "Fore",
+    "pad": "Paumari",
+    "des": "Desano",
+    "gcr": "Guianese Creole French",
+    "bod": "Tibetan",
+    "pip": "Pero",
+    "crs": "Seselwa Creole French",
+    "adj": "Adioukrou",
+    "tsj": "Tshangla",
+    "non": "Old Norse",
+    "bft": "Balti",
+    "trv": "Seediq",
+    "kir": "Kirghiz",
+    "piu": "Pintupi-Luritja",
+    "srb": "Sora",
+    "ast": "Asturian-Leonese-Cantabrian",
+    "ztu": "G\u00fcil\u00e1 Zapotec",
+    "tzb-tzh": "Tzeltal, Bachaj\u00f3n",
+    "kmu": "Kanite",
+    "pes": "Western Farsi",
+    "kjl-kip-kgj-kif": "Western Parbate Kham",
+    "nuy": "Wubuy",
+    "goh": "Old High German (ca. 750-1050)",
+    "nir": "Nimboran",
+    "ayu": "Ayu",
+    "awn": "Awngi",
+    "ilo": "Iloko",
+    "kin": "Kinyarwanda",
+    "gni": "Gooniyandi",
+    "kck": "Kalanga",
+    "shs": "Shuswap",
+    "eng": "English",
+    "kac": "Southern Jinghpaw",
+    "khb": "L\u00fc",
+    "bgq": "Bagri",
+    "nun-nut-raw-yue": "Nung (Myanmar)",
+    "nyn-cgg": "Nyankole",
+    "tbo": "Tawala",
+    "yab": "Yuhup",
+    "enq": "Enga",
+    "ssf": "Thao",
+    "fro": "Old French (842-ca. 1400)",
+    "sbe": "Saliba",
+    "esi": "North Alaskan Inupiatun",
+    "amp": "Alamblak",
+    "van": "Walman",
+    "did-laj-lno": "Didinga",
+    "srp-hrv": "Serbian Standard",
+    "kmn": "Awtuw",
+    "cku": "Koasati",
+    "gvn": "Kuku-Yalanji",
+    "gru": "Kistane",
+    "rwr": "Marwari (India)",
+    "kfz": "Koromf\u00e9",
+    "kpv": "Komi-Zyrian",
+    "pyu": "Puyuma",
+    "wrr": "Wardaman",
+    "sac": "Meskwaki",
+    "ted": "Tepo Krumen",
+    "njo": "Ao Naga",
+    "sei": "Seri",
+    "kla": "Klamath-Modoc",
+    "kzh": "Kenuzi-Dongola",
+    "egy": "Egyptian (Ancient)",
+    "bew": "Betawi",
+    "tvo": "Tidore",
+    "fuc": "Pulaar",
+    "jek": "Jeli",
+    "vls": "Western Flemish",
+    "pih": "Pitcairn-Norfolk",
+    "gnn": "Gumatj",
+    "aer-are": "Eastern Arrernte",
+    "hoa": "Hoava",
+    "gbi": "Galela",
+    "fuv-fub-fuq-fuh-fuc": "Hausa States Fulfulde",
+    "grt": "Garo",
+    "fon": "Fon",
+    "kgq": "Kamoro",
+    "tur": "Turkish",
+    "zmu": "Muruwari",
+    "cad": "Caddo",
+    "dhr": "Dhargari",
+    "nhg": "Tetelcingo Nahuatl",
+    "bsk": "Burushaski",
+    "now": "Nyambo",
+    "dif": "Dieri",
+    "ood": "Tohono O'odham",
+    "als": "Northern Tosk Albanian",
+    "gvr": "Gurung",
+    "ktn": "Kariti\u00e2na",
+    "amh": "Amharic",
+    "nmn": "East Taa",
+    "nav": "Navajo",
+    "zaa": "Sierra de Ju\u00e1rez Zapotec",
+    "afr": "Afrikaans",
+    "wuu": "Wu Chinese",
+    "guh": "Sikuani",
+    "kpv-koi": "Komi-Zyrian",
+    "aer": "Eastern Arrernte",
+    "oia": "Oirata",
+    "guw": "Gun",
+    "pjt": "Pitjantjatjara",
+    "krc": "Karachay-Balkar",
+    "yue": "Yue Chinese",
+    "fin": "Finnish",
+    "osp": "Old Spanish",
+    "bcr": "Witsuwit'en-Babine",
+    "nay": "Narrinyeri",
+    "shu": "Chadian Arabic",
+    "anu": "Anuak",
+    "bjh": "Bahinemo",
+    "end": "Ende",
+    "tsz": "Purepecha",
+    "sat": "Santali",
+    "agq": "Aghem",
+    "gsc": "Gascon (Retired)",
+    "djk": "Aukan",
+    "hbb": "Huba",
+    "qxo": "Southern Conchucos Ancash Quechua",
+    "ryu": "Central Okinawan",
+    "san": "Sanskrit",
+    "tzt-tzj": "Tz'utujil, Western",
+    "ksw": "S'gaw Karen",
+    "ski": "Sika",
+    "ekg": "Ekari",
+    "ani": "Andi",
+    "fao": "Faroese",
+    "djd": "Jaminjung-Ngaliwurru",
+    "nci": "Classical Nahuatl",
+    "klu": "Klao",
+    "agb": "Legbo",
+    "sot": "Southern Sotho",
+    "tzj-tzt": "Tz'utujil",
+    "spp": "Supyire Senoufo",
+    "plt": "Plateau Malagasy",
+    "gyn": "Guyanese Creole English",
+    "arn": "Mapudungun",
+    "imn": "Imonda",
+    "bot": "Bongo",
+    "diq": "Dimli",
+    "slp": "Lamaholot",
+    "ywr": "Yawuru",
+    "hae": "Eastern Oromo",
+    "tri": "Tri\u00f3",
+    "cha": "Chamorro",
+    "pms": "Piemontese",
+    "bxw-fmp": "Bankagooma",
+    "ojg-otw": "Eastern Ojibwa",
+    "auw": "Awyi",
+    "cks": "Tayo",
+    "aqc": "Archi",
+    "ntp": "Northern Tepehuan",
+    "rus": "Russian",
+    "yak": "Northwest Sahaptin",
+    "ibo": "Igbo",
+    "srp": "Serbian Standard",
+    "ayz": "Maybrat-Karon",
+    "skb": "Saek",
+    "nus": "Nuer",
+    "tus": "Tuscarora",
+    "ruf": "Luguru",
+    "gbz": "Zoroastrian Yazdi",
+    "uzb": "Uzbek",
+    "gdo": "Godoberi",
+    "boa": "Bora",
+    "ikt": "Western Canadian Inuktitut",
+    "ktz": "South-Eastern Ju",
+    "qub-quz-quh-quy-qwh": "Huallaga Hu\u00e1nuco Quechua",
+    "ths": "Thakali",
+    "kxi": "Keningau Murut",
+    "ang": "Old English (ca. 450-1100)",
+    "gsg": "German Sign Language",
+    "fuv-fub-fuq-fuh": "Hausa States Fulfulde",
+    "eve": "Even",
+    "nna": "Nyangumarta",
+    "tgk": "Tajik",
+    "pap": "Papiamento",
+    "etu": "Ejagham",
+    "rcf": "R\u00e9union Creole French",
+    "jmc": "Machame",
+    "huz": "Hunzib",
+    "crj": "Southern East Cree",
+    "wao": "Wappo",
+    "oac": "Oroch",
+    "dis": "Dimasa",
+    "ker": "Kera",
+    "dga": "Central Dagaare",
+    "ike": "Eastern Canadian Inuktitut",
+    "sas": "Sasak",
+    "bps": "Sarangani Blaan",
+    "woe": "Woleaian",
+    "cop": "Coptic",
+    "nia": "Nias",
+    "apc": "Levantine Arabic",
+    "esu": "Central Alaskan Yupik",
+    "gmh": "Middle High German",
+    "ple": "Palu'e",
+    "str": "Northern Straits Salish",
+    "qvn": "North Jun\u00edn Quechua",
+    "omb": "East Ambae",
+    "yih": "Western Yiddish",
+    "wof": "Gambian Wolof",
+    "hye": "Eastern Armenian",
+    "tbc": "Takia",
+    "pnb": "Western Panjabi",
+    "kjq": "Western Keres",
+    "ixi": "Ixil Nebaj",
+    "gle": "Irish",
+    "ijc": "Izon",
+    "orv": "Old Russian",
+    "nhe-nhw-nch-ngu-nhs-azz": "Eastern Huasteca Nahuatl",
+    "bci": "Baoul\u00e9",
+    "bnn": "Bunun",
+    "kkk": "Kokota",
+    "pnt": "Pontic",
+    "cjv": "Chuave",
+    "kcd": "Ngkontar Ngkolmpu",
+    "yad": "Yagua",
+    "nio": "Nganasan",
+    "dyy": "Dyaabugay",
+    "tat": "Tatar",
+    "yee": "Yimas",
+    "ons": "Ono",
+    "alp": "Alune",
+    "puw": "Puluwatese",
+    "knc": "Central Kanuri",
+    "pln": "Palenquero",
+    "had": "Hatam",
+    "ifb": "Batad Ifugao",
+    "fuv": "Hausa States Fulfulde",
+    "nnb": "Nande",
+    "ise": "Italian Sign Language",
+    "vay": "Wayu",
+    "gyd": "Kayardild",
+    "rab": "Camling",
+    "car": "Galibi Carib",
+    "kbc": "Kadiw\u00e9u",
+    "snf": "Noon",
+    "gbc": "Garrwan",
+    "qwh": "Huaylas Ancash Quechua",
+    "qvs": "San Mart\u00edn Quechua",
+    "saj": "Sahu",
+    "alo": "Larike-Wakasihu",
+    "idb": "Daman-Diu Portuguese",
+    "zap": "Zapotec",
+    "tly": "North-Central Talysh",
+    "wkw": "Wakawaka",
+    "pbt": "Southern Pashto",
+    "tzz": "Tzotzil, Zinacant\u00e1n",
+    "ach": "Acoli",
+    "nan": "Min Nan Chinese",
+    "ian": "Iatmul",
+    "gbj": "Bodo Gadaba",
+    "dus": "Dumi",
+    "quz": "Cusco Quechua",
+    "peb": "Eastern Pomo",
+    "aib-ain": "Ainu (China)",
+    "iai": "Iaai",
+    "pwn": "Paiwan",
+    "dnw": "Western Dani",
+    "rma": "Rama",
+    "hit": "Hittite",
+    "sza": "Semelai",
+    "rog": "Northern Roglai",
+    "vmw": "Makhuwa",
+    "ckb": "Central Kurdish",
+    "umu": "Munsee",
+    "kju": "Kashaya",
+    "koi": "Komi-Permyak",
+    "koy": "Koyukon",
+    "ojp": "Old Japanese",
+    "ert": "Eritai",
+    "csz": "Hanis",
+    "cpu": "Pichis Ash\u00e9ninka",
+    "yuf": "Havasupai-Walapai-Yavapai",
+    "ase": "American Sign Language",
+    "ojc": "Central Ojibwa",
+    "akv": "Akhvakh",
+    "fab": "Annobonese",
+    "sme": "North Saami",
+    "hun": "Hungarian",
+    "ard-wgg": "Arabana",
+    "urk": "Urak Lawoi'",
+    "och": "Old Chinese",
+    "ctu-cti": "Chol",
+    "odt": "Old Dutch-Old Frankish",
+    "apy": "Apala\u00ed",
+    "cup": "Cupe\u00f1o",
+    "ygr": "Yagaria",
+    "bfa": "Bari",
+    "tyn": "Kombai",
+    "bhq-khc": "Tukang Besi South",
+    "pit": "Pitta Pitta",
+    "cbs": "Cashinahua",
+    "nab": "Southern Nambiku\u00e1ra",
+    "yai": "Yagnobi",
+    "ydd": "Eastern Yiddish",
+    "nez": "Nez Perce",
+    "bwu": "Buli (Ghana)",
+    "yaz": "Lokaa",
+    "hur": "Halkomelem",
+    "tpc": "Azoy\u00fa Me'phaa",
+    "nhe-nhw-nch-nhs": "Eastern Huasteca Nahuatl",
+    "kaz": "Kazakh",
+    "onr-oin": "Northern One",
+    "asb": "Assiniboine",
+    "rmn": "Balkan Romani",
+    "yuc": "Yuchi",
+    "waw": "Waiwai",
+    "pdc": "Pennsylvania German",
+    "yij": "Yindjibarndi",
+    "bca-bfc-bfs": "Central Bai",
+    "pav": "Wari'",
+    "cro": "Crow",
+    "fud": "East Futuna",
+    "ddj": "Jaru",
+    "gue-rop": "Gurindji",
+    "ojg-ojc": "Eastern Ojibwa",
+    "gax-hae": "Borana-Arsi-Guji Oromo",
+    "nya": "Nyanja",
+    "kio": "Kiowa",
+    "khq": "Koyra Chiini Songhay",
+    "vec": "Venetian",
+    "toi": "Tonga (Zambia)",
+    "jut": "Jutish",
+    "dag": "Dagbani",
+    "bfa-mqu-muw-unr": "Bari",
+    "acv": "Achumawi",
+    "kwi": "Awa-Cuaiquer",
+    "bnd": "Banda (Indonesia)",
+    "tig": "Tigre",
+    "pei": "Chichimeca-Jonaz",
+    "tao": "Yami",
+    "chg": "Chagatai",
+    "kjc": "Coastal Konjo",
+    "vie": "Vietnamese",
+    "soq": "Kanasi",
+    "rop": "Kriol",
+    "bsf": "Bauchi",
+    "wba": "Warao",
+    "nbi": "Mao Naga",
+    "pau": "Palauan",
+    "gvp": "Par\u00e1-Maranh\u00e3o Gavi\u00e3o",
+    "ess": "Central Siberian Yupik",
+    "hbo": "Ancient Hebrew",
+    "huq": "Tsat",
+    "ngu": "Central Guerrero Nahuatl",
+    "wno": "Wano",
+    "ces": "Czech",
+    "plo": "Oluta Popoluca",
+    "sin": "Sinhala",
+    "kjh": "Khakas",
+    "esu-ess": "Central Alaskan Yupik",
+    "onr-oin-aun": "Northern One",
+    "nad": "Nijadali",
+    "cji": "Chamalal",
+    "cjs": "Shor",
+    "tui": "Tupuri",
+    "kea": "Kabuverdianu",
+    "tuv": "Turkana",
+    "gla": "Scottish Gaelic",
+    "bar": "Bavarian",
+    "qwh-qxn-qxo": "Huaylas Ancash Quechua",
+    "bgr": "Bawm Chin",
+    "twq": "Tasawaq",
+    "cho": "Choctaw",
+    "cng": "Northern Qiang",
+    "div": "Dhivehi",
+    "sgw": "Sebat Bet Gurage",
+    "wmb": "Wambayan",
+    "tdh": "Thulung",
+    "kng": "South-Central Koongo",
+    "knj": "Akateko",
+    "tzc-tzz": "Tzotzil, Chamula",
+    "pbu": "Northern Pashto",
+    "nbc": "Chang Naga",
+    "fut": "Futuna-Aniwa",
+    "dni": "Lower Grand Valley Dani",
+    "ksz": "Kodaku",
+    "enn": "Egene",
+    "sjo": "Xibe",
+    "otw-ojg": "Ottawa",
+    "omr": "Old Marathi",
+    "bao-bsn": "Waimaha",
+    "gvf": "Golin",
+    "jda": "Jad",
+    "fra": "French",
+    "khr": "Kharia",
+    "toh": "Gitonga",
+    "zpi": "Santa Mar\u00eda Quiegolani Zapotec",
+    "kjp": "Pwo Eastern Karen",
+    "cic": "Chickasaw",
+    "kek": "Kekch\u00ed",
+    "kif": "Eastern Parbate Kham",
+    "bxr": "Russia Buriat",
+    "gvo": "Gavi\u00e3o Do Jiparan\u00e1",
+    "awb": "Awa (Papua New Guinea)",
+    "hay": "Haya",
+    "sga": "Early Irish",
+    "uma": "Umatilla",
+    "pcj": "Gorum-Parenga",
+    "sja": "Epena",
+    "ibd": "Iwaidja",
+    "yoy": "Yoy",
+    "smn": "Inari Saami",
+    "adg": "Andegerebinha",
+    "ceb": "Cebuano",
+    "wms": "Wambon",
+    "kkp": "Gugubera",
+    "rit": "Ritharrngu",
+    "rif": "Tarifiyt-Beni-Iznasen-Eastern Middle Atlas Berber",
+    "nmv": "Ngamini-Yarluyandi-Karangura",
+    "dru": "Rukai",
+    "udi": "Udi",
+    "vot": "Votic",
+    "hin-urd": "Hindi",
+    "gaz-hae": "West Central Oromo",
+    "pea": "Peranakan Indonesian",
+    "nhe": "Eastern Huasteca Nahuatl",
+    "ono": "Onondaga",
+    "zab": "Western Tlacolula Valley Zapotec",
+    "izi": "Izi-Ezaa-Ikwo-Mgbo",
+    "tnk": "Kwamera",
+    "sad": "Sandawe",
+    "nor": "Norwegian",
+    "naf": "Nabak",
+    "ute": "Ute-Southern Paiute",
+    "aly": "Alyawarr",
+    "ita": "Italian",
+    "hia": "Lamang",
+    "abx-bdl-ccg-kte-pnq-smd-ssb-sse": "Inabaknon",
+    "jya": "Northern Gyalrong",
+    "roe": "Ronji",
+    "deu-pdt": "German",
+    "vmf": "Ostfr\u00e4nkisch",
+    "tzc": "Tzotzil, Chamula",
+    "dhv": "Dehu",
+    "sna": "Shona",
+    "ape": "Bukiyip",
+    "kal-ike": "Kalaallisut",
+    "chd": "Highland Oaxaca Chontal",
+    "tmd": "Haruai",
+    "pov": "Upper Guinea Crioulo",
+    "dur": "Dii",
+    "rup": "Aromanian",
+    "blc": "Bella Coola",
+    "brg": "Baure",
+    "gbo-gec": "Northern Grebo",
+    "fri": "Western Frisian (Retired)",
+    "cpg": "Cappadocian Greek",
+    "new": "Kathmandu Valley Newari",
+    "blu": "Hmong Njua (Retired)",
+    "ojg": "Eastern Ojibwa",
+    "aka": "Akan",
+    "ncg": "Nisga'a",
+    "kpo": "Ikposo",
+    "cos": "Corsican",
+    "hin": "Hindi",
+    "kdd": "Yankunytjatjara",
+    "caa": "Chort\u00ed",
+    "tar-tac": "Central Tarahumara",
+    "tzj": "Tz'utujil",
+    "jaa": "Madi",
+    "rmy": "Vlax Romani",
+    "tpi": "Tok Pisin",
+    "umb": "Umbundu",
+    "shh": "Shoshoni",
+    "aiz": "Aari-Gayil",
+    "src": "Logudorese Sardinian",
+    "poq": "Texistepec Popoluca",
+    "sry": "Sera",
+    "ven": "Venda",
+    "bae": "Bar\u00e9",
+    "apu": "Apurin\u00e3",
+    "ton": "Tonga (Tonga Islands)",
+    "tah": "Tahitian",
+    "sjr": "Siar-Lak",
+    "dgz": "Daga",
+    "yrk": "Tundra Nenets",
+    "prq": "Ash\u00e9ninka Peren\u00e9",
+    "crk": "Plains Cree",
+    "bob": "Aweer",
+    "dhg": "Dhangu",
+    "nig": "Ngalakgan",
+    "azr": "Adzera (Retired)",
+    "nmf": "East-Central Tangkhul Naga",
+    "ong": "Olo",
+    "dgr": "Dogrib",
+    "pmy": "Papuan Malay",
+    "iii": "Sichuan Yi",
+    "zpq": "Zoogocho Zapotec",
+    "fij": "Fijian",
+    "aar": "Afar",
+    "klq": "Rumu",
+    "tew": "Rio Grande Tewa",
+    "tsn": "Tswana",
+    "kva": "Bagvalal",
+    "roh": "Romansh",
+    "hat": "Haitian",
+    "njb": "Nocte Naga",
+    "guj": "Gujarati",
+    "wls": "East Uvean",
+    "tzb": "Tzeltal, Bachaj\u00f3n",
+    "nob": "Norwegian Bokm\u00e5l",
+    "spa": "Spanish",
+    "kkj": "Kako",
+    "kjs-kew": "East Kewa",
+    "haw": "Hawaiian",
+    "ruq": "Megleno Romanian",
+    "gcc": "Mali",
+    "gbb": "Kaytetye",
+    "pbu-pbt": "Northern Pashto",
+    "sur": "Mwaghavul",
+    "cas": "Moset\u00e9n-Chiman\u00e9",
+    "sus": "Susu",
+    "hnj": "Hmong Njua",
+    "zmr": "Maranunggu",
+    "waa": "Northeast Sahaptin",
+    "peo": "Old Persian (ca. 600-400 B.C.)",
+    "ike-ka": "Eastern Canadian Inuktitut",
+    "agn": "Agutaynen",
+    "aeb": "Tunisian Arabic",
+    "arz": "Egyptian Arabic",
+    "fur": "Friulian",
+    "jai": "Jakalteko, Western",
+    "bos": "Bosnian Standard",
+    "twu-dnk-txq-llg-rgu-row-bpz": "Termanu",
+    "kgo": "Krongo",
+    "aia": "Arosi",
+    "tha": "Thai",
+    "nhs": "Sierra Negra Nahuatl-Southeastern Puebla Nahuatl",
+    "naq": "Nama (Namibia)",
+    "zaw": "Mitla Zapotec",
+    "jig": "Jingulu",
+    "raw": "Rawang",
+    "ksb": "Shambala",
+    "kwb": "Baa",
+    "enh": "Tundra Enets",
+    "run": "Rundi",
+    "ron": "Romanian",
+    "wln": "Walloon",
+    "stp": "Southeastern Tepehuan",
+    "oma": "Omaha-Ponca",
+    "cub": "Cubeo",
+    "kno": "Kono (Sierra Leone)",
+    "ram-xra": "Canela-Krah\u00f4",
+    "cat": "Catalan",
+    "wbp": "Warlpiri",
+    "btg": "Gagnoa B\u00e9t\u00e9",
+    "bni": "Bobangi",
+    "tsu": "Tsou",
+    "yur": "Yurok",
+    "abq": "Abaza",
+    "nge": "Ngemba",
+    "knw": "North-Central Ju",
+    "dds": "Donno So Dogon",
+    "kna": "Dera (Nigeria)",
+    "bfd": "Bafut",
+    "kha": "Khasi",
+    "noo": "Nootka",
+    "ibb": "Ibibio",
+    "amc": "Amahuaca",
+    "ncb": "Central Nicobarese",
+    "nup": "Nupe-Nupe-Tako",
+    "wwr": "Warrwa",
+    "kat": "Georgian",
+    "ket": "Ket",
+    "gde": "Gude",
+    "byw": "Belhariya",
+    "oge": "Old Georgian",
+    "cay": "Cayuga",
+    "pbe": "Mezontla Popoloca",
+    "tik": "Tikar",
+    "ben": "Bengali",
+    "klj": "Turkic Khalaj",
+    "scn": "Sicilian",
+    "bwe": "Bwe Karen",
+    "bin": "Bini",
+    "sae": "Saban\u00ea",
+    "ure": "Uru",
+    "yux-ykg": "Southern Yukaghir",
+    "gej": "Gen",
+    "hwo": "Hwana",
+    "dsq": "Tadaksahak",
+    "nep": "Eastern Pahari",
+    "ncj": "Northern Puebla Nahuatl",
+    "kmb": "Kimbundu",
+    "ser": "Serrano",
+    "pbu-pst": "Northern Pashto",
+    "wit": "Wintu",
+    "ctd": "Tedim Chin",
+    "ewo": "Ewondo",
+    "kew-kjs": "West Kewa",
+    "gkn": "Gokana",
+    "emk": "Eastern Maninkakan",
+    "kij": "Kilivila",
+    "knk": "Kuranko",
+    "cle": "Lealao Chinantec",
+    "bua": "Buriat",
+    "jao": "Yanyuwa",
+    "tlp": "Filomeno Mata Totonac",
+    "rug": "Roviana",
+    "aey": "Amele",
+    "thp": "Thompson",
+    "nso": "Pedi",
+    "ckv": "Kavalan",
+    "tep": "Tepecano",
+    "dap": "Dafla",
+    "wae": "Walser",
+    "bsn-bao-pok": "Barasana-Eduria",
+    "fuv-fub": "Hausa States Fulfulde",
+    "ynn": "Yana",
+    "tcb": "Tanacross",
+    "nhd": "Chirip\u00e1",
+    "wsa": "Warembori",
+    "kxa": "Kairiru",
+    "eky": "Eastern Kayah",
+    "pbi": "Parkwa",
+    "tue": "Tuyuca",
+    "prs": "Dari",
+    "tiw": "Tiwi",
+    "sgu": "Salas",
+    "gue": "Gurindji",
+    "tkr": "Tsakhur",
+    "wnu": "Usan",
+    "niu": "Niuean",
+    "abk": "Abkhaz",
+    "pmi-pmj": "Northern Pumi",
+    "eus": "Basque",
+    "tub": "T\u00fcbatulabal",
+    "cjh": "Upper Chehalis",
+    "csw": "Swampy Cree",
+    "kgr": "Abun",
+    "bqe": "Navarro-Labourdin Basque",
+    "amk": "Ambai",
+    "bbb": "Barai",
+    "kan": "Kannada",
+    "jav": "Javanese",
+    "ogo": "Khana",
+    "thd": "Thayore",
+    "hau": "Hausa",
+    "ckt": "Chukchi",
+    "abs": "Ambonese Malay",
+    "kfk": "Kinnauri",
+    "baz": "Tunen (Retired)",
+    "gcd": "Ganggalida",
+    "kri": "Krio",
+    "nld": "Dutch",
+    "gax-or": "Borana-Arsi-Guji Oromo",
+    "ktu": "Kituba (Democratic Republic of Congo)",
+    "ppn": "Papapana",
+    "kay": "Kamayur\u00e1",
+    "kik": "Kikuyu",
+    "tpy": "Trumai",
+    "kqr": "Kimaragang",
+    "jqr": "Jaqaru",
+    "nyq": "Nayinic",
+    "tht": "Tahltan",
+    "tan": "Tangale",
+    "svs": "Savosavo",
+    "bak": "Bashkir",
+    "crg": "Michif",
+    "pan": "Eastern Panjabi",
+    "par": "Panamint",
+    "hch": "Huichol",
+    "txg": "Tangut",
+    "kwd": "Kwaio",
+    "sah": "Sakha",
+    "heb": "Modern Hebrew",
+    "grc": "Ionic-Attic Ancient Greek",
+    "bao": "Waimaha",
+    "kbd": "Kabardian",
+    "tyv": "Tuvinian",
+    "srs": "Sarsi",
+    "njh": "Lotha Naga",
+    "bez": "Bena (Tanzania)",
+    "ahk": "Akha",
+    "yaf": "Yaka-Pelende-Lonzo",
+    "ung": "Ngarinyin",
+    "kmg-kup": "K\u00e2te",
+    "por": "Portuguese",
+    "kos": "Kosraean",
+    "wbk": "Nuristani Kalasha",
+    "gld": "Nanai",
+    "yaq": "Yaqui",
+    "deu": "German",
+    "bhq": "Tukang Besi South",
+    "atb": "Zaiwa",
+    "nee": "N\u00eal\u00eamwa-Nixumwak",
+    "pis": "Pijin",
+    "ylr": "Yalarnnga",
+    "kjn": "Kunjen",
+    "swe": "Swedish",
+    "pdo": "Padoe",
+    "kmg": "K\u00e2te",
+    "bhp": "Bima",
+    "ain": "Hokkaido Ainu",
+    "gcf": "Guadeloupe-Martinique Creole French",
+    "ojw": "Western Ojibwa",
+    "bin-lew": "Bini",
+    "hmr": "Hmar",
+    "chv": "Chuvash",
+    "nuf": "Nusu",
+    "kew": "West Kewa",
+    "slk": "Slovak",
+    "gaa": "Ga",
+    "alt": "Southern Altai",
+    "grb": "Liberian Grebo",
+    "kmr": "Northern Kurdish",
+    "ohu": "Old Hungarian",
+    "nut": "Nung (Viet Nam)",
+    "tpz": "Tinputz",
+    "ssd": "Siroi",
+    "scs": "North Slavey",
+    "wyb": "Ngiyambaa",
+    "gug": "Paraguayan Guaran\u00ed",
+    "aph": "Athpariya",
+    "abt": "Ambulas",
+    "irk": "Iraqw",
+    "var": "Huarijio",
+    "gae": "Baniva de Maroa",
+    "kpc": "Curripaco",
+    "gsw": "Central Alemannic",
+    "tpn": "Tupinamb\u00e1",
+    "ban": "Balinese",
+    "bap": "Bantawa",
+    "kmh": "Kalam",
+    "ojg-ojb-ojw-ojs-otw": "Eastern Ojibwa",
+    "bej": "Beja",
+    "jai-jac": "Jakalteko, Western",
+    "evn": "Evenki",
+    "uig": "Uighur",
+    "crn": "El Nayar Cora",
+    "tar": "Central Tarahumara",
+    "pma": "Paama",
+    "hdn": "Northern Haida",
+    "bre": "Breton",
+    "nec": "Nedebang",
+    "ksh": "K\u00f6lsch",
+    "efi": "Efik",
+    "onr-oin-aun-onk-osu-okk": "Northern One",
+    "inh": "Ingush",
+    "nse": "Nsenga",
+    "kky": "Guugu Yimidhirr",
+    "dih": "Tipai",
+    "tcg": "Tamagario",
+    "ami": "Amis",
+    "tir": "Tigrinya",
+    "vma": "Martuthunira",
+    "nid": "Ngandi",
+    "ybi": "Yamphu",
+    "nsz": "Nisenan",
+    "quc": "K'iche'",
+    "yii": "Yidi\u00f1",
+    "akk": "Akkadian",
+    "ape-aoj-aon": "Bukiyip",
+    "quz-quh-quy-qug-qvc-qwh": "Cusco Quechua",
+    "gup": "Bininj Kun-Wok",
+    "apj": "Jicarilla Apache",
+    "ydd-yid-yih": "Eastern Yiddish",
+    "cnh": "Haka Chin",
+    "kuu": "Upper Kuskokwim",
+    "wau": "Waur\u00e1",
+    "bor": "Bororo",
+    "ksd": "Kuanua",
+    "kip-kgj": "Sheshi Kham",
+    "tay": "Atayal",
+    "nyv": "Nyulnyul",
+    "nhw-nhe": "Western Huasteca Nahuatl",
+    "bmi": "Bagirmi",
+    "tzh": "Tzeltal",
+    "asc-cns": "Casuarina Coast Asmat",
+    "kjs": "East Kewa",
+    "cns": "Central Asmat",
+    "dar": "North-Central Dargwa",
+    "qvi": "Imbabura Highland Quichua",
+    "caq": "Car Nicobarese",
+    "poo": "Central Pomo",
+    "hop": "Hopi",
+    "ito": "Itonama",
+    "ind": "Standard Indonesian",
+    "sip": "Sikkimese",
+    "agj": "Argobba",
+    "tac": "Western Tarahumara",
+    "got": "Gothic",
+    "aae": "Arb\u00ebresh\u00eb Albanian",
+    "hrv": "Croatian Standard",
+    "ssw": "Swati",
+    "ojs": "Severn Ojibwa",
+    "ava": "Avar",
+    "snc": "Sinaugoro",
+    "kun": "Kunama",
+    "qub": "Huallaga Hu\u00e1nuco Quechua",
+    "srn": "Sranan Tongo",
+    "god": "Godi\u00e9",
+    "sva": "Svan",
+    "bwi": "Baniwa do Icana",
+    "sly": "Selayar",
+    "swr": "Saweru",
+    "cpc": "Ajy\u00edninka Apurucayali",
+    "pag": "Pangasinan",
+    "bis": "Bislama",
+    "nog": "Nogai",
+    "pua-tsz": "Western Highland Purepecha",
+    "ccc": "Chamicuro",
+    "pon": "Pohnpeian",
+    "bla": "Siksika",
+    "kca": "Kazym-Berezover-Suryskarer Khanty",
+    "pnw": "Panytyima",
+    "kaq": "Capanahua",
+    "pbb": "P\u00e1ez",
+    "aty": "Aneityum",
+    "kji": "Zabana",
+    "hni": "Hani",
+    "tya": "Tauya",
+    "yea": "Ravula",
+    "quc-qut-quu": "K'iche'",
+    "ude": "Udihe",
+    "nno": "Norwegian Nynorsk",
+    "ojb": "Northwestern Ojibwa",
+    "arb": "Standard Arabic",
+    "afb": "Gulf Arabic",
+    "sue": "Suena",
+    "adi": "Bori-Karko",
+    "ale": "Aleut",
+    "apr": "Arop-Lokep",
+    "khe": "Korowai",
+    "arh": "Arhuaco",
+    "tuo": "Tucano",
+    "rmw": "Welsh Romani",
+    "hai": "Haida",
+    "urb": "Urub\u00fa-Kaapor",
+    "hmo": "Hiri Motu",
+    "bqc": "Boko (Benin)",
+}

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