update

bigbiohub.py

@@ -1,12 +1,8 @@
-import json
-from collections import defaultdict
-from enum import Enum
-from types import SimpleNamespace
-
 from dataclasses import dataclass
+from enum import Enum
 import datasets
-
-from . licenses import License, Licenses
+from datasets.utils.metadata import known_language_codes
+from types import SimpleNamespace
 
 
 BigBioValues = SimpleNamespace(NULL="<BB_NULL_STR>")
@@ -23,22 +19,10 @@ class BigBioConfig(datasets.BuilderConfig):
     subset_id: str = None
 
 
-# shamelessly compied from:
-# https://github.com/huggingface/datasets/blob/master/src/datasets/utils/metadata.py
-langs_json = json.load(open("languages.json", "r"))
-langs_dict = {k.replace("-", "_").upper(): v for k, v in langs_json.items()}
+langs_dict = {k.replace("-", "_").upper(): v for k, v in known_language_codes.items()}
 Lang = Enum("Lang", langs_dict)
 
 
-METADATA: dict = {
-    "_LOCAL": bool,
-    "_LANGUAGES": Lang,
-    "_PUBMED": bool,
-    "_LICENSE": License,
-    "_DISPLAYNAME": str,
-}
-
-
 class Tasks(Enum):
     NAMED_ENTITY_RECOGNITION = "NER"
     NAMED_ENTITY_DISAMBIGUATION = "NED"
@@ -55,31 +39,6 @@ class Tasks(Enum):
     TEXT_CLASSIFICATION = "TXTCLASS"
 
 
-TASK_TO_SCHEMA = {
-    Tasks.NAMED_ENTITY_RECOGNITION: "KB",
-    Tasks.NAMED_ENTITY_DISAMBIGUATION: "KB",
-    Tasks.EVENT_EXTRACTION: "KB",
-    Tasks.RELATION_EXTRACTION: "KB",
-    Tasks.COREFERENCE_RESOLUTION: "KB",
-    Tasks.QUESTION_ANSWERING: "QA",
-    Tasks.TEXTUAL_ENTAILMENT: "TE",
-    Tasks.SEMANTIC_SIMILARITY: "PAIRS",
-    Tasks.TEXT_PAIRS_CLASSIFICATION: "PAIRS",
-    Tasks.PARAPHRASING: "T2T",
-    Tasks.TRANSLATION: "T2T",
-    Tasks.SUMMARIZATION: "T2T",
-    Tasks.TEXT_CLASSIFICATION: "TEXT",
-}
-
-SCHEMA_TO_TASKS = defaultdict(set)
-for task, schema in TASK_TO_SCHEMA.items():
-    SCHEMA_TO_TASKS[schema].add(task)
-SCHEMA_TO_TASKS = dict(SCHEMA_TO_TASKS)
-
-VALID_TASKS = set(TASK_TO_SCHEMA.keys())
-VALID_SCHEMAS = set(TASK_TO_SCHEMA.values())
-
-
 entailment_features = datasets.Features(
     {
         "id": datasets.Value("string"),
@@ -197,12 +156,3 @@ kb_features = datasets.Features(
         ],
     }
 )
-
-SCHEMA_TO_FEATURES = {
-    "KB": kb_features,
-    "QA": qa_features,
-    "TE": entailment_features,
-    "T2T": text2text_features,
-    "TEXT": text_features,
-    "PAIRS": pairs_features,
-}

languages.json

@@ -1,792 +0,0 @@
-{
-    "af": "Afrikaans",
-    "af-NA": "Afrikaans (Namibia)",
-    "af-ZA": "Afrikaans (South Africa)",
-    "agq": "Aghem",
-    "agq-CM": "Aghem (Cameroon)",
-    "ak": "Akan",
-    "ak-GH": "Akan (Ghana)",
-    "am": "Amharic",
-    "am-ET": "Amharic (Ethiopia)",
-    "ar": "Arabic",
-    "ar-001": "Arabic (World)",
-    "ar-AE": "Arabic (United Arab Emirates)",
-    "ar-BH": "Arabic (Bahrain)",
-    "ar-DJ": "Arabic (Djibouti)",
-    "ar-DZ": "Arabic (Algeria)",
-    "ar-EG": "Arabic (Egypt)",
-    "ar-EH": "Arabic (Western Sahara)",
-    "ar-ER": "Arabic (Eritrea)",
-    "ar-IL": "Arabic (Israel)",
-    "ar-IQ": "Arabic (Iraq)",
-    "ar-JO": "Arabic (Jordan)",
-    "ar-KM": "Arabic (Comoros)",
-    "ar-KW": "Arabic (Kuwait)",
-    "ar-LB": "Arabic (Lebanon)",
-    "ar-LY": "Arabic (Libya)",
-    "ar-MA": "Arabic (Morocco)",
-    "ar-MR": "Arabic (Mauritania)",
-    "ar-OM": "Arabic (Oman)",
-    "ar-PS": "Arabic (Palestinian Territories)",
-    "ar-QA": "Arabic (Qatar)",
-    "ar-SA": "Arabic (Saudi Arabia)",
-    "ar-SD": "Arabic (Sudan)",
-    "ar-SO": "Arabic (Somalia)",
-    "ar-SS": "Arabic (South Sudan)",
-    "ar-SY": "Arabic (Syria)",
-    "ar-TD": "Arabic (Chad)",
-    "ar-TN": "Arabic (Tunisia)",
-    "ar-YE": "Arabic (Yemen)",
-    "as": "Assamese",
-    "as-IN": "Assamese (India)",
-    "asa": "Asu",
-    "asa-TZ": "Asu (Tanzania)",
-    "ast": "Asturian",
-    "ast-ES": "Asturian (Spain)",
-    "az": "Azerbaijani",
-    "az-Cyrl": "Azerbaijani (Cyrillic)",
-    "az-Cyrl-AZ": "Azerbaijani (Cyrillic, Azerbaijan)",
-    "az-Latn": "Azerbaijani (Latin)",
-    "az-Latn-AZ": "Azerbaijani (Latin, Azerbaijan)",
-    "bas": "Basaa",
-    "bas-CM": "Basaa (Cameroon)",
-    "be": "Belarusian",
-    "be-BY": "Belarusian (Belarus)",
-    "bem": "Bemba",
-    "bem-ZM": "Bemba (Zambia)",
-    "bez": "Bena",
-    "bez-TZ": "Bena (Tanzania)",
-    "bg": "Bulgarian",
-    "bg-BG": "Bulgarian (Bulgaria)",
-    "bm": "Bambara",
-    "bm-ML": "Bambara (Mali)",
-    "bn": "Bangla",
-    "bn-BD": "Bangla (Bangladesh)",
-    "bn-IN": "Bangla (India)",
-    "bo": "Tibetan",
-    "bo-CN": "Tibetan (China)",
-    "bo-IN": "Tibetan (India)",
-    "br": "Breton",
-    "br-FR": "Breton (France)",
-    "brx": "Bodo",
-    "brx-IN": "Bodo (India)",
-    "bs": "Bosnian",
-    "bs-Cyrl": "Bosnian (Cyrillic)",
-    "bs-Cyrl-BA": "Bosnian (Cyrillic, Bosnia & Herzegovina)",
-    "bs-Latn": "Bosnian",
-    "bs-Latn-BA": "Bosnian (Bosnia & Herzegovina)",
-    "ca": "Catalan",
-    "ca-AD": "Catalan (Andorra)",
-    "ca-ES": "Catalan (Spain)",
-    "ca-ES-valencia": "Catalan (Spain)",
-    "ca-FR": "Catalan (France)",
-    "ca-IT": "Catalan (Italy)",
-    "ccp": "Chakma",
-    "ccp-BD": "Chakma (Bangladesh)",
-    "ccp-IN": "Chakma (India)",
-    "ce": "Chechen",
-    "ce-RU": "Chechen (Russia)",
-    "ceb": "Cebuano",
-    "ceb-PH": "Cebuano (Philippines)",
-    "cgg": "Chiga",
-    "cgg-UG": "Chiga (Uganda)",
-    "chr": "Cherokee",
-    "chr-US": "Cherokee (United States)",
-    "ckb": "Central Kurdish",
-    "ckb-IQ": "Central Kurdish (Iraq)",
-    "ckb-IR": "Central Kurdish (Iran)",
-    "cs": "Czech",
-    "cs-CZ": "Czech (Czechia)",
-    "cu": "Church Slavic",
-    "cu-RU": "Church Slavic (Russia)",
-    "cy": "Welsh",
-    "cy-GB": "Welsh (United Kingdom)",
-    "da": "Danish",
-    "da-DK": "Danish (Denmark)",
-    "da-GL": "Danish (Greenland)",
-    "dav": "Taita",
-    "dav-KE": "Taita (Kenya)",
-    "de": "German",
-    "de-AT": "German (Austria)",
-    "de-BE": "German (Belgium)",
-    "de-CH": "German (Switzerland)",
-    "de-DE": "German (Germany)",
-    "de-IT": "German (Italy)",
-    "de-LI": "German (Liechtenstein)",
-    "de-LU": "German (Luxembourg)",
-    "dje": "Zarma",
-    "dje-NE": "Zarma (Niger)",
-    "dsb": "Lower Sorbian",
-    "dsb-DE": "Lower Sorbian (Germany)",
-    "dua": "Duala",
-    "dua-CM": "Duala (Cameroon)",
-    "dyo": "Jola-Fonyi",
-    "dyo-SN": "Jola-Fonyi (Senegal)",
-    "dz": "Dzongkha",
-    "dz-BT": "Dzongkha (Bhutan)",
-    "ebu": "Embu",
-    "ebu-KE": "Embu (Kenya)",
-    "ee": "Ewe",
-    "ee-GH": "Ewe (Ghana)",
-    "ee-TG": "Ewe (Togo)",
-    "el": "Greek",
-    "el-CY": "Greek (Cyprus)",
-    "el-GR": "Greek (Greece)",
-    "en": "English",
-    "en-001": "English (World)",
-    "en-150": "English (Europe)",
-    "en-AE": "English (United Arab Emirates)",
-    "en-AG": "English (Antigua & Barbuda)",
-    "en-AI": "English (Anguilla)",
-    "en-AS": "English (American Samoa)",
-    "en-AT": "English (Austria)",
-    "en-AU": "English (Australia)",
-    "en-BB": "English (Barbados)",
-    "en-BE": "English (Belgium)",
-    "en-BI": "English (Burundi)",
-    "en-BM": "English (Bermuda)",
-    "en-BS": "English (Bahamas)",
-    "en-BW": "English (Botswana)",
-    "en-BZ": "English (Belize)",
-    "en-CA": "English (Canada)",
-    "en-CC": "English (Cocos (Keeling) Islands)",
-    "en-CH": "English (Switzerland)",
-    "en-CK": "English (Cook Islands)",
-    "en-CM": "English (Cameroon)",
-    "en-CX": "English (Christmas Island)",
-    "en-CY": "English (Cyprus)",
-    "en-DE": "English (Germany)",
-    "en-DG": "English (Diego Garcia)",
-    "en-DK": "English (Denmark)",
-    "en-DM": "English (Dominica)",
-    "en-ER": "English (Eritrea)",
-    "en-FI": "English (Finland)",
-    "en-FJ": "English (Fiji)",
-    "en-FK": "English (Falkland Islands)",
-    "en-FM": "English (Micronesia)",
-    "en-GB": "English (United Kingdom)",
-    "en-GD": "English (Grenada)",
-    "en-GG": "English (Guernsey)",
-    "en-GH": "English (Ghana)",
-    "en-GI": "English (Gibraltar)",
-    "en-GM": "English (Gambia)",
-    "en-GU": "English (Guam)",
-    "en-GY": "English (Guyana)",
-    "en-HK": "English (Hong Kong SAR China)",
-    "en-IE": "English (Ireland)",
-    "en-IL": "English (Israel)",
-    "en-IM": "English (Isle of Man)",
-    "en-IN": "English (India)",
-    "en-IO": "English (British Indian Ocean Territory)",
-    "en-JE": "English (Jersey)",
-    "en-JM": "English (Jamaica)",
-    "en-KE": "English (Kenya)",
-    "en-KI": "English (Kiribati)",
-    "en-KN": "English (St. Kitts & Nevis)",
-    "en-KY": "English (Cayman Islands)",
-    "en-LC": "English (St. Lucia)",
-    "en-LR": "English (Liberia)",
-    "en-LS": "English (Lesotho)",
-    "en-MG": "English (Madagascar)",
-    "en-MH": "English (Marshall Islands)",
-    "en-MO": "English (Macao SAR China)",
-    "en-MP": "English (Northern Mariana Islands)",
-    "en-MS": "English (Montserrat)",
-    "en-MT": "English (Malta)",
-    "en-MU": "English (Mauritius)",
-    "en-MW": "English (Malawi)",
-    "en-MY": "English (Malaysia)",
-    "en-NA": "English (Namibia)",
-    "en-NF": "English (Norfolk Island)",
-    "en-NG": "English (Nigeria)",
-    "en-NL": "English (Netherlands)",
-    "en-NR": "English (Nauru)",
-    "en-NU": "English (Niue)",
-    "en-NZ": "English (New Zealand)",
-    "en-PG": "English (Papua New Guinea)",
-    "en-PH": "English (Philippines)",
-    "en-PK": "English (Pakistan)",
-    "en-PN": "English (Pitcairn Islands)",
-    "en-PR": "English (Puerto Rico)",
-    "en-PW": "English (Palau)",
-    "en-RW": "English (Rwanda)",
-    "en-SB": "English (Solomon Islands)",
-    "en-SC": "English (Seychelles)",
-    "en-SD": "English (Sudan)",
-    "en-SE": "English (Sweden)",
-    "en-SG": "English (Singapore)",
-    "en-SH": "English (St. Helena)",
-    "en-SI": "English (Slovenia)",
-    "en-SL": "English (Sierra Leone)",
-    "en-SS": "English (South Sudan)",
-    "en-SX": "English (Sint Maarten)",
-    "en-SZ": "English (Eswatini)",
-    "en-TC": "English (Turks & Caicos Islands)",
-    "en-TK": "English (Tokelau)",
-    "en-TO": "English (Tonga)",
-    "en-TT": "English (Trinidad & Tobago)",
-    "en-TV": "English (Tuvalu)",
-    "en-TZ": "English (Tanzania)",
-    "en-UG": "English (Uganda)",
-    "en-UM": "English (U.S. Outlying Islands)",
-    "en-US": "English (United States)",
-    "en-US-posix": "English (United States)",
-    "en-VC": "English (St. Vincent & Grenadines)",
-    "en-VG": "English (British Virgin Islands)",
-    "en-VI": "English (U.S. Virgin Islands)",
-    "en-VU": "English (Vanuatu)",
-    "en-WS": "English (Samoa)",
-    "en-ZA": "English (South Africa)",
-    "en-ZM": "English (Zambia)",
-    "en-ZW": "English (Zimbabwe)",
-    "eo": "Esperanto",
-    "eo-001": "Esperanto (World)",
-    "es": "Spanish",
-    "es-419": "Spanish (Latin America)",
-    "es-AR": "Spanish (Argentina)",
-    "es-BO": "Spanish (Bolivia)",
-    "es-BR": "Spanish (Brazil)",
-    "es-BZ": "Spanish (Belize)",
-    "es-CL": "Spanish (Chile)",
-    "es-CO": "Spanish (Colombia)",
-    "es-CR": "Spanish (Costa Rica)",
-    "es-CU": "Spanish (Cuba)",
-    "es-DO": "Spanish (Dominican Republic)",
-    "es-EA": "Spanish (Ceuta & Melilla)",
-    "es-EC": "Spanish (Ecuador)",
-    "es-ES": "Spanish (Spain)",
-    "es-GQ": "Spanish (Equatorial Guinea)",
-    "es-GT": "Spanish (Guatemala)",
-    "es-HN": "Spanish (Honduras)",
-    "es-IC": "Spanish (Canary Islands)",
-    "es-MX": "Spanish (Mexico)",
-    "es-NI": "Spanish (Nicaragua)",
-    "es-PA": "Spanish (Panama)",
-    "es-PE": "Spanish (Peru)",
-    "es-PH": "Spanish (Philippines)",
-    "es-PR": "Spanish (Puerto Rico)",
-    "es-PY": "Spanish (Paraguay)",
-    "es-SV": "Spanish (El Salvador)",
-    "es-US": "Spanish (United States)",
-    "es-UY": "Spanish (Uruguay)",
-    "es-VE": "Spanish (Venezuela)",
-    "et": "Estonian",
-    "et-EE": "Estonian (Estonia)",
-    "eu": "Basque",
-    "eu-ES": "Basque (Spain)",
-    "ewo": "Ewondo",
-    "ewo-CM": "Ewondo (Cameroon)",
-    "fa": "Persian",
-    "fa-AF": "Persian (Afghanistan)",
-    "fa-IR": "Persian (Iran)",
-    "ff": "Fulah",
-    "ff-Adlm": "Fulah (Adlam)",
-    "ff-Adlm-BF": "Fulah (Adlam, Burkina Faso)",
-    "ff-Adlm-CM": "Fulah (Adlam, Cameroon)",
-    "ff-Adlm-GH": "Fulah (Adlam, Ghana)",
-    "ff-Adlm-GM": "Fulah (Adlam, Gambia)",
-    "ff-Adlm-GN": "Fulah (Adlam, Guinea)",
-    "ff-Adlm-GW": "Fulah (Adlam, Guinea-Bissau)",
-    "ff-Adlm-LR": "Fulah (Adlam, Liberia)",
-    "ff-Adlm-MR": "Fulah (Adlam, Mauritania)",
-    "ff-Adlm-NE": "Fulah (Adlam, Niger)",
-    "ff-Adlm-NG": "Fulah (Adlam, Nigeria)",
-    "ff-Adlm-SL": "Fulah (Adlam, Sierra Leone)",
-    "ff-Adlm-SN": "Fulah (Adlam, Senegal)",
-    "ff-Latn": "Fulah (Latin)",
-    "ff-Latn-BF": "Fulah (Latin, Burkina Faso)",
-    "ff-Latn-CM": "Fulah (Latin, Cameroon)",
-    "ff-Latn-GH": "Fulah (Latin, Ghana)",
-    "ff-Latn-GM": "Fulah (Latin, Gambia)",
-    "ff-Latn-GN": "Fulah (Latin, Guinea)",
-    "ff-Latn-GW": "Fulah (Latin, Guinea-Bissau)",
-    "ff-Latn-LR": "Fulah (Latin, Liberia)",
-    "ff-Latn-MR": "Fulah (Latin, Mauritania)",
-    "ff-Latn-NE": "Fulah (Latin, Niger)",
-    "ff-Latn-NG": "Fulah (Latin, Nigeria)",
-    "ff-Latn-SL": "Fulah (Latin, Sierra Leone)",
-    "ff-Latn-SN": "Fulah (Latin, Senegal)",
-    "fi": "Finnish",
-    "fi-FI": "Finnish (Finland)",
-    "fil": "Filipino",
-    "fil-PH": "Filipino (Philippines)",
-    "fo": "Faroese",
-    "fo-DK": "Faroese (Denmark)",
-    "fo-FO": "Faroese (Faroe Islands)",
-    "fr": "French",
-    "fr-BE": "French (Belgium)",
-    "fr-BF": "French (Burkina Faso)",
-    "fr-BI": "French (Burundi)",
-    "fr-BJ": "French (Benin)",
-    "fr-BL": "French (St. Barth\u00e9lemy)",
-    "fr-CA": "French (Canada)",
-    "fr-CD": "French (Congo - Kinshasa)",
-    "fr-CF": "French (Central African Republic)",
-    "fr-CG": "French (Congo - Brazzaville)",
-    "fr-CH": "French (Switzerland)",
-    "fr-CI": "French (C\u00f4te d\u2019Ivoire)",
-    "fr-CM": "French (Cameroon)",
-    "fr-DJ": "French (Djibouti)",
-    "fr-DZ": "French (Algeria)",
-    "fr-FR": "French (France)",
-    "fr-GA": "French (Gabon)",
-    "fr-GF": "French (French Guiana)",
-    "fr-GN": "French (Guinea)",
-    "fr-GP": "French (Guadeloupe)",
-    "fr-GQ": "French (Equatorial Guinea)",
-    "fr-HT": "French (Haiti)",
-    "fr-KM": "French (Comoros)",
-    "fr-LU": "French (Luxembourg)",
-    "fr-MA": "French (Morocco)",
-    "fr-MC": "French (Monaco)",
-    "fr-MF": "French (St. Martin)",
-    "fr-MG": "French (Madagascar)",
-    "fr-ML": "French (Mali)",
-    "fr-MQ": "French (Martinique)",
-    "fr-MR": "French (Mauritania)",
-    "fr-MU": "French (Mauritius)",
-    "fr-NC": "French (New Caledonia)",
-    "fr-NE": "French (Niger)",
-    "fr-PF": "French (French Polynesia)",
-    "fr-PM": "French (St. Pierre & Miquelon)",
-    "fr-RE": "French (R\u00e9union)",
-    "fr-RW": "French (Rwanda)",
-    "fr-SC": "French (Seychelles)",
-    "fr-SN": "French (Senegal)",
-    "fr-SY": "French (Syria)",
-    "fr-TD": "French (Chad)",
-    "fr-TG": "French (Togo)",
-    "fr-TN": "French (Tunisia)",
-    "fr-VU": "French (Vanuatu)",
-    "fr-WF": "French (Wallis & Futuna)",
-    "fr-YT": "French (Mayotte)",
-    "fur": "Friulian",
-    "fur-IT": "Friulian (Italy)",
-    "fy": "Western Frisian",
-    "fy-NL": "Western Frisian (Netherlands)",
-    "ga": "Irish",
-    "ga-GB": "Irish (United Kingdom)",
-    "ga-IE": "Irish (Ireland)",
-    "gd": "Scottish Gaelic",
-    "gd-GB": "Scottish Gaelic (United Kingdom)",
-    "gl": "Galician",
-    "gl-ES": "Galician (Spain)",
-    "gsw": "Swiss German",
-    "gsw-CH": "Swiss German (Switzerland)",
-    "gsw-FR": "Swiss German (France)",
-    "gsw-LI": "Swiss German (Liechtenstein)",
-    "gu": "Gujarati",
-    "gu-IN": "Gujarati (India)",
-    "guz": "Gusii",
-    "guz-KE": "Gusii (Kenya)",
-    "gv": "Manx",
-    "gv-IM": "Manx (Isle of Man)",
-    "ha": "Hausa",
-    "ha-GH": "Hausa (Ghana)",
-    "ha-NE": "Hausa (Niger)",
-    "ha-NG": "Hausa (Nigeria)",
-    "haw": "Hawaiian",
-    "haw-US": "Hawaiian (United States)",
-    "he": "Hebrew",
-    "he-IL": "Hebrew (Israel)",
-    "hi": "Hindi",
-    "hi-IN": "Hindi (India)",
-    "hr": "Croatian",
-    "hr-BA": "Croatian (Bosnia & Herzegovina)",
-    "hr-HR": "Croatian (Croatia)",
-    "hsb": "Upper Sorbian",
-    "hsb-DE": "Upper Sorbian (Germany)",
-    "hu": "Hungarian",
-    "hu-HU": "Hungarian (Hungary)",
-    "hy": "Armenian",
-    "hy-AM": "Armenian (Armenia)",
-    "ia": "Interlingua",
-    "ia-001": "Interlingua (World)",
-    "id": "Indonesian",
-    "id-ID": "Indonesian (Indonesia)",
-    "ig": "Igbo",
-    "ig-NG": "Igbo (Nigeria)",
-    "ii": "Sichuan Yi",
-    "ii-CN": "Sichuan Yi (China)",
-    "is": "Icelandic",
-    "is-IS": "Icelandic (Iceland)",
-    "it": "Italian",
-    "it-CH": "Italian (Switzerland)",
-    "it-IT": "Italian (Italy)",
-    "it-SM": "Italian (San Marino)",
-    "it-VA": "Italian (Vatican City)",
-    "ja": "Japanese",
-    "ja-JP": "Japanese (Japan)",
-    "jgo": "Ngomba",
-    "jgo-CM": "Ngomba (Cameroon)",
-    "jmc": "Machame",
-    "jmc-TZ": "Machame (Tanzania)",
-    "jv": "Javanese",
-    "jv-ID": "Javanese (Indonesia)",
-    "ka": "Georgian",
-    "ka-GE": "Georgian (Georgia)",
-    "kab": "Kabyle",
-    "kab-DZ": "Kabyle (Algeria)",
-    "kam": "Kamba",
-    "kam-KE": "Kamba (Kenya)",
-    "kde": "Makonde",
-    "kde-TZ": "Makonde (Tanzania)",
-    "kea": "Kabuverdianu",
-    "kea-CV": "Kabuverdianu (Cape Verde)",
-    "khq": "Koyra Chiini",
-    "khq-ML": "Koyra Chiini (Mali)",
-    "ki": "Kikuyu",
-    "ki-KE": "Kikuyu (Kenya)",
-    "kk": "Kazakh",
-    "kk-KZ": "Kazakh (Kazakhstan)",
-    "kkj": "Kako",
-    "kkj-CM": "Kako (Cameroon)",
-    "kl": "Kalaallisut",
-    "kl-GL": "Kalaallisut (Greenland)",
-    "kln": "Kalenjin",
-    "kln-KE": "Kalenjin (Kenya)",
-    "km": "Khmer",
-    "km-KH": "Khmer (Cambodia)",
-    "kn": "Kannada",
-    "kn-IN": "Kannada (India)",
-    "ko": "Korean",
-    "ko-KP": "Korean (North Korea)",
-    "ko-KR": "Korean (South Korea)",
-    "kok": "Konkani",
-    "kok-IN": "Konkani (India)",
-    "ks": "Kashmiri",
-    "ks-Arab": "Kashmiri (Arabic)",
-    "ks-IN": "Kashmiri (India)",
-    "ksb": "Shambala",
-    "ksb-TZ": "Shambala (Tanzania)",
-    "ksf": "Bafia",
-    "ksf-CM": "Bafia (Cameroon)",
-    "ksh": "Colognian",
-    "ksh-DE": "Colognian (Germany)",
-    "ku": "Kurdish",
-    "ku-TR": "Kurdish (Turkey)",
-    "kw": "Cornish",
-    "kw-GB": "Cornish (United Kingdom)",
-    "ky": "Kyrgyz",
-    "ky-KG": "Kyrgyz (Kyrgyzstan)",
-    "lag": "Langi",
-    "lag-TZ": "Langi (Tanzania)",
-    "lb": "Luxembourgish",
-    "lb-LU": "Luxembourgish (Luxembourg)",
-    "lg": "Ganda",
-    "lg-UG": "Ganda (Uganda)",
-    "lkt": "Lakota",
-    "lkt-US": "Lakota (United States)",
-    "ln": "Lingala",
-    "ln-AO": "Lingala (Angola)",
-    "ln-CD": "Lingala (Congo - Kinshasa)",
-    "ln-CF": "Lingala (Central African Republic)",
-    "ln-CG": "Lingala (Congo - Brazzaville)",
-    "lo": "Lao",
-    "lo-LA": "Lao (Laos)",
-    "lrc": "Northern Luri",
-    "lrc-IQ": "Northern Luri (Iraq)",
-    "lrc-IR": "Northern Luri (Iran)",
-    "lt": "Lithuanian",
-    "lt-LT": "Lithuanian (Lithuania)",
-    "lu": "Luba-Katanga",
-    "lu-CD": "Luba-Katanga (Congo - Kinshasa)",
-    "luo": "Luo (Kenya and Tanzania)",
-    "luo-KE": "Luo (Kenya and Tanzania) (Kenya)",
-    "luy": "Luyia",
-    "luy-KE": "Luyia (Kenya)",
-    "lv": "Latvian",
-    "lv-LV": "Latvian (Latvia)",
-    "mai": "Maithili",
-    "mai-IN": "Maithili (India)",
-    "mas": "Masai",
-    "mas-KE": "Masai (Kenya)",
-    "mas-TZ": "Masai (Tanzania)",
-    "mer": "Meru",
-    "mer-KE": "Meru (Kenya)",
-    "mfe": "Morisyen",
-    "mfe-MU": "Morisyen (Mauritius)",
-    "mg": "Malagasy",
-    "mg-MG": "Malagasy (Madagascar)",
-    "mgh": "Makhuwa-Meetto",
-    "mgh-MZ": "Makhuwa-Meetto (Mozambique)",
-    "mgo": "Meta\u02bc",
-    "mgo-CM": "Meta\u02bc (Cameroon)",
-    "mi": "Maori",
-    "mi-NZ": "Maori (New Zealand)",
-    "mk": "Macedonian",
-    "mk-MK": "Macedonian (North Macedonia)",
-    "ml": "Malayalam",
-    "ml-IN": "Malayalam (India)",
-    "mn": "Mongolian",
-    "mn-MN": "Mongolian (Mongolia)",
-    "mni": "Manipuri",
-    "mni-Beng": "Manipuri (Bangla)",
-    "mni-Beng-IN": "Manipuri (Bangla, India)",
-    "mr": "Marathi",
-    "mr-IN": "Marathi (India)",
-    "ms": "Malay",
-    "ms-BN": "Malay (Brunei)",
-    "ms-ID": "Malay (Indonesia)",
-    "ms-MY": "Malay (Malaysia)",
-    "ms-SG": "Malay (Singapore)",
-    "mt": "Maltese",
-    "mt-MT": "Maltese (Malta)",
-    "mua": "Mundang",
-    "mua-CM": "Mundang (Cameroon)",
-    "my": "Burmese",
-    "my-MM": "Burmese (Myanmar (Burma))",
-    "mzn": "Mazanderani",
-    "mzn-IR": "Mazanderani (Iran)",
-    "naq": "Nama",
-    "naq-NA": "Nama (Namibia)",
-    "nb": "Norwegian Bokm\u00e5l",
-    "nb-NO": "Norwegian Bokm\u00e5l (Norway)",
-    "nb-SJ": "Norwegian Bokm\u00e5l (Svalbard & Jan Mayen)",
-    "nd": "North Ndebele",
-    "nd-ZW": "North Ndebele (Zimbabwe)",
-    "nds": "Low German",
-    "nds-DE": "Low German (Germany)",
-    "nds-NL": "Low German (Netherlands)",
-    "ne": "Nepali",
-    "ne-IN": "Nepali (India)",
-    "ne-NP": "Nepali (Nepal)",
-    "nl": "Dutch",
-    "nl-AW": "Dutch (Aruba)",
-    "nl-BE": "Dutch (Belgium)",
-    "nl-BQ": "Dutch (Caribbean Netherlands)",
-    "nl-CW": "Dutch (Cura\u00e7ao)",
-    "nl-NL": "Dutch (Netherlands)",
-    "nl-SR": "Dutch (Suriname)",
-    "nl-SX": "Dutch (Sint Maarten)",
-    "nmg": "Kwasio",
-    "nmg-CM": "Kwasio (Cameroon)",
-    "nn": "Norwegian Nynorsk",
-    "nn-NO": "Norwegian Nynorsk (Norway)",
-    "nnh": "Ngiemboon",
-    "nnh-CM": "Ngiemboon (Cameroon)",
-    "nus": "Nuer",
-    "nus-SS": "Nuer (South Sudan)",
-    "nyn": "Nyankole",
-    "nyn-UG": "Nyankole (Uganda)",
-    "om": "Oromo",
-    "om-ET": "Oromo (Ethiopia)",
-    "om-KE": "Oromo (Kenya)",
-    "or": "Odia",
-    "or-IN": "Odia (India)",
-    "os": "Ossetic",
-    "os-GE": "Ossetic (Georgia)",
-    "os-RU": "Ossetic (Russia)",
-    "pa": "Punjabi",
-    "pa-Arab": "Punjabi (Arabic)",
-    "pa-Arab-PK": "Punjabi (Arabic, Pakistan)",
-    "pa-Guru": "Punjabi",
-    "pa-Guru-IN": "Punjabi (India)",
-    "pcm": "Nigerian Pidgin",
-    "pcm-NG": "Nigerian Pidgin (Nigeria)",
-    "pl": "Polish",
-    "pl-PL": "Polish (Poland)",
-    "prg": "Prussian",
-    "prg-001": "Prussian (World)",
-    "ps": "Pashto",
-    "ps-AF": "Pashto (Afghanistan)",
-    "ps-PK": "Pashto (Pakistan)",
-    "pt": "Portuguese",
-    "pt-AO": "Portuguese (Angola)",
-    "pt-BR": "Portuguese (Brazil)",
-    "pt-CH": "Portuguese (Switzerland)",
-    "pt-CV": "Portuguese (Cape Verde)",
-    "pt-GQ": "Portuguese (Equatorial Guinea)",
-    "pt-GW": "Portuguese (Guinea-Bissau)",
-    "pt-LU": "Portuguese (Luxembourg)",
-    "pt-MO": "Portuguese (Macao SAR China)",
-    "pt-MZ": "Portuguese (Mozambique)",
-    "pt-PT": "Portuguese (Portugal)",
-    "pt-ST": "Portuguese (S\u00e3o Tom\u00e9 & Pr\u00edncipe)",
-    "pt-TL": "Portuguese (Timor-Leste)",
-    "qu": "Quechua",
-    "qu-BO": "Quechua (Bolivia)",
-    "qu-EC": "Quechua (Ecuador)",
-    "qu-PE": "Quechua (Peru)",
-    "rm": "Romansh",
-    "rm-CH": "Romansh (Switzerland)",
-    "rn": "Rundi",
-    "rn-BI": "Rundi (Burundi)",
-    "ro": "Romanian",
-    "ro-MD": "Romanian (Moldova)",
-    "ro-RO": "Romanian (Romania)",
-    "rof": "Rombo",
-    "rof-TZ": "Rombo (Tanzania)",
-    "und": "Unknown language",
-    "ru": "Russian",
-    "ru-BY": "Russian (Belarus)",
-    "ru-KG": "Russian (Kyrgyzstan)",
-    "ru-KZ": "Russian (Kazakhstan)",
-    "ru-MD": "Russian (Moldova)",
-    "ru-RU": "Russian (Russia)",
-    "ru-UA": "Russian (Ukraine)",
-    "rw": "Kinyarwanda",
-    "rw-RW": "Kinyarwanda (Rwanda)",
-    "rwk": "Rwa",
-    "rwk-TZ": "Rwa (Tanzania)",
-    "sah": "Sakha",
-    "sah-RU": "Sakha (Russia)",
-    "saq": "Samburu",
-    "saq-KE": "Samburu (Kenya)",
-    "sat": "Santali",
-    "sat-Olck": "Santali (Ol Chiki)",
-    "sat-Olck-IN": "Santali (Ol Chiki, India)",
-    "sbp": "Sangu",
-    "sbp-TZ": "Sangu (Tanzania)",
-    "sd": "Sindhi",
-    "sd-Arab": "Sindhi (Arabic)",
-    "sd-Arab-PK": "Sindhi (Arabic, Pakistan)",
-    "sd-Deva": "Sindhi (Devanagari)",
-    "sd-Deva-IN": "Sindhi (Devanagari, India)",
-    "se": "Northern Sami",
-    "se-FI": "Northern Sami (Finland)",
-    "se-NO": "Northern Sami (Norway)",
-    "se-SE": "Northern Sami (Sweden)",
-    "seh": "Sena",
-    "seh-MZ": "Sena (Mozambique)",
-    "ses": "Koyraboro Senni",
-    "ses-ML": "Koyraboro Senni (Mali)",
-    "sg": "Sango",
-    "sg-CF": "Sango (Central African Republic)",
-    "shi": "Tachelhit",
-    "shi-Latn": "Tachelhit (Latin)",
-    "shi-Latn-MA": "Tachelhit (Latin, Morocco)",
-    "shi-Tfng": "Tachelhit (Tifinagh)",
-    "shi-Tfng-MA": "Tachelhit (Tifinagh, Morocco)",
-    "si": "Sinhala",
-    "si-LK": "Sinhala (Sri Lanka)",
-    "sk": "Slovak",
-    "sk-SK": "Slovak (Slovakia)",
-    "sl": "Slovenian",
-    "sl-SI": "Slovenian (Slovenia)",
-    "smn": "Inari Sami",
-    "smn-FI": "Inari Sami (Finland)",
-    "sn": "Shona",
-    "sn-ZW": "Shona (Zimbabwe)",
-    "so": "Somali",
-    "so-DJ": "Somali (Djibouti)",
-    "so-ET": "Somali (Ethiopia)",
-    "so-KE": "Somali (Kenya)",
-    "so-SO": "Somali (Somalia)",
-    "sq": "Albanian",
-    "sq-AL": "Albanian (Albania)",
-    "sq-MK": "Albanian (North Macedonia)",
-    "sq-XK": "Albanian (Kosovo)",
-    "sr": "Serbian",
-    "sr-Cyrl": "Serbian (Cyrillic)",
-    "sr-Cyrl-BA": "Serbian (Cyrillic, Bosnia & Herzegovina)",
-    "sr-Cyrl-ME": "Serbian (Cyrillic, Montenegro)",
-    "sr-Cyrl-RS": "Serbian (Cyrillic, Serbia)",
-    "sr-Cyrl-XK": "Serbian (Cyrillic, Kosovo)",
-    "sr-Latn": "Serbian (Latin)",
-    "sr-Latn-BA": "Serbian (Latin, Bosnia & Herzegovina)",
-    "sr-Latn-ME": "Serbian (Latin, Montenegro)",
-    "sr-Latn-RS": "Serbian (Latin, Serbia)",
-    "sr-Latn-XK": "Serbian (Latin, Kosovo)",
-    "su": "Sundanese",
-    "su-Latn": "Sundanese (Latin)",
-    "su-Latn-ID": "Sundanese (Latin, Indonesia)",
-    "sv": "Swedish",
-    "sv-AX": "Swedish (\u00c5land Islands)",
-    "sv-FI": "Swedish (Finland)",
-    "sv-SE": "Swedish (Sweden)",
-    "sw": "Swahili",
-    "sw-CD": "Swahili (Congo - Kinshasa)",
-    "sw-KE": "Swahili (Kenya)",
-    "sw-TZ": "Swahili (Tanzania)",
-    "sw-UG": "Swahili (Uganda)",
-    "ta": "Tamil",
-    "ta-IN": "Tamil (India)",
-    "ta-LK": "Tamil (Sri Lanka)",
-    "ta-MY": "Tamil (Malaysia)",
-    "ta-SG": "Tamil (Singapore)",
-    "te": "Telugu",
-    "te-IN": "Telugu (India)",
-    "teo": "Teso",
-    "teo-KE": "Teso (Kenya)",
-    "teo-UG": "Teso (Uganda)",
-    "tg": "Tajik",
-    "tg-TJ": "Tajik (Tajikistan)",
-    "th": "Thai",
-    "th-TH": "Thai (Thailand)",
-    "ti": "Tigrinya",
-    "ti-ER": "Tigrinya (Eritrea)",
-    "ti-ET": "Tigrinya (Ethiopia)",
-    "tk": "Turkmen",
-    "tk-TM": "Turkmen (Turkmenistan)",
-    "to": "Tongan",
-    "to-TO": "Tongan (Tonga)",
-    "tr": "Turkish",
-    "tr-CY": "Turkish (Cyprus)",
-    "tr-TR": "Turkish (Turkey)",
-    "tt": "Tatar",
-    "tt-RU": "Tatar (Russia)",
-    "twq": "Tasawaq",
-    "twq-NE": "Tasawaq (Niger)",
-    "tzm": "Central Atlas Tamazight",
-    "tzm-MA": "Central Atlas Tamazight (Morocco)",
-    "ug": "Uyghur",
-    "ug-CN": "Uyghur (China)",
-    "uk": "Ukrainian",
-    "uk-UA": "Ukrainian (Ukraine)",
-    "ur": "Urdu",
-    "ur-IN": "Urdu (India)",
-    "ur-PK": "Urdu (Pakistan)",
-    "uz": "Uzbek",
-    "uz-Arab": "Uzbek (Arabic)",
-    "uz-Arab-AF": "Uzbek (Arabic, Afghanistan)",
-    "uz-Cyrl": "Uzbek (Cyrillic)",
-    "uz-Cyrl-UZ": "Uzbek (Cyrillic, Uzbekistan)",
-    "uz-Latn": "Uzbek (Latin)",
-    "uz-Latn-UZ": "Uzbek (Latin, Uzbekistan)",
-    "vai": "Vai",
-    "vai-Latn": "Vai (Latin)",
-    "vai-Latn-LR": "Vai (Latin, Liberia)",
-    "vai-Vaii": "Vai (Vai)",
-    "vai-Vaii-LR": "Vai (Vai, Liberia)",
-    "vi": "Vietnamese",
-    "vi-VN": "Vietnamese (Vietnam)",
-    "vo": "Volap\u00fck",
-    "vo-001": "Volap\u00fck (World)",
-    "vun": "Vunjo",
-    "vun-TZ": "Vunjo (Tanzania)",
-    "wae": "Walser",
-    "wae-CH": "Walser (Switzerland)",
-    "wo": "Wolof",
-    "wo-SN": "Wolof (Senegal)",
-    "xh": "Xhosa",
-    "xh-ZA": "Xhosa (South Africa)",
-    "xog": "Soga",
-    "xog-UG": "Soga (Uganda)",
-    "yav": "Yangben",
-    "yav-CM": "Yangben (Cameroon)",
-    "yi": "Yiddish",
-    "yi-001": "Yiddish (World)",
-    "yo": "Yoruba",
-    "yo-BJ": "Yoruba (Benin)",
-    "yo-NG": "Yoruba (Nigeria)",
-    "yue": "Cantonese",
-    "yue-Hans": "Cantonese (Simplified)",
-    "yue-Hans-CN": "Cantonese (Simplified, China)",
-    "yue-Hant": "Cantonese (Traditional)",
-    "yue-Hant-HK": "Cantonese (Traditional, Hong Kong SAR China)",
-    "zgh": "Standard Moroccan Tamazight",
-    "zgh-MA": "Standard Moroccan Tamazight (Morocco)",
-    "zh": "Chinese",
-    "zh-Hans": "Chinese (Simplified)",
-    "zh-Hans-CN": "Chinese (Simplified, China)",
-    "zh-Hans-HK": "Chinese (Simplified, Hong Kong SAR China)",
-    "zh-Hans-MO": "Chinese (Simplified, Macao SAR China)",
-    "zh-Hans-SG": "Chinese (Simplified, Singapore)",
-    "zh-Hant": "Chinese (Traditional)",
-    "zh-Hant-HK": "Chinese (Traditional, Hong Kong SAR China)",
-    "zh-Hant-MO": "Chinese (Traditional, Macao SAR China)",
-    "zh-Hant-TW": "Chinese (Traditional, Taiwan)",
-    "zu": "Zulu",
-    "zu-ZA": "Zulu (South Africa)"
-}

licenses.py

@@ -1,11 +1,7 @@
-"""
-License objects.
-"""
-
-import json
 from dataclasses import dataclass
-from types import SimpleNamespace
 from typing import Dict, Optional
+from types import SimpleNamespace
+from .licenses_data import LICENSES_DATA
 
 
 @dataclass
@@ -55,11 +51,6 @@ class CustomLicense(License):
             )
 
 
-def _get_variable_name(k: str) -> str:
-
-    return k.replace("-", "_").upper().replace(".", "p").replace("+", "plus")
-
-
 _GENIA_PROJECT_LICENSE_TEXT = """
 GENIA Project License for Annotated Corpora
 
@@ -272,6 +263,11 @@ PublicDomainMark_1p0 = CustomLicense(
 )
 
 
+def _get_variable_name(k: str) -> str:
+
+    return k.replace("-", "_").upper().replace(".", "p").replace("+", "plus")
+
+
 def load_json_licenses() -> Dict[str, str]:
     """
     Load all licenses from JSON file.
@@ -280,12 +276,7 @@ def load_json_licenses() -> Dict[str, str]:
 
     # shamelessly compied from:
     # https://github.com/huggingface/datasets/blob/master/src/datasets/utils/metadata.py
-    licenses = {
-        _get_variable_name(k): v
-        for k, v in json.loads(
-            open("licenses.json", "r").read()
-        ).items()
-    }
+    licenses = {_get_variable_name(k): v for k, v in LICENSES_DATA.items()}
 
     licenses["ZERO_BSD"] = licenses.pop("0BSD")
 

licenses.json → licenses_data.py

@@ -1,4 +1,4 @@
-{
+LICENSES_DATA = {
     "other": "Other license",
     "unknown": "License information unavailable",
     "0bsd": "BSD Zero Clause License",
@@ -47,12 +47,12 @@
     "blueoak-1.0.0": "Blue Oak Model License 1.0.0",
     "borceux": "Borceux license",
     "bsd-1-clause": "BSD 1-Clause License",
-    "bsd-2-clause": "BSD 2-Clause \"Simplified\" License",
+    "bsd-2-clause": 'BSD 2-Clause "Simplified" License',
     "bsd-2-clause-freebsd": "BSD 2-Clause FreeBSD License",
     "bsd-2-clause-netbsd": "BSD 2-Clause NetBSD License",
     "bsd-2-clause-patent": "BSD-2-Clause Plus Patent License",
     "bsd-2-clause-views": "BSD 2-Clause with views sentence",
-    "bsd-3-clause": "BSD 3-Clause \"New\" or \"Revised\" License",
+    "bsd-3-clause": 'BSD 3-Clause "New" or "Revised" License',
     "bsd-3-clause-attribution": "BSD with attribution",
     "bsd-3-clause-clear": "BSD 3-Clause Clear License",
     "bsd-3-clause-lbnl": "Lawrence Berkeley National Labs BSD variant license",
@@ -60,7 +60,7 @@
     "bsd-3-clause-no-nuclear-license-2014": "BSD 3-Clause No Nuclear License 2014",
     "bsd-3-clause-no-nuclear-warranty": "BSD 3-Clause No Nuclear Warranty",
     "bsd-3-clause-open-mpi": "BSD 3-Clause Open MPI variant",
-    "bsd-4-clause": "BSD 4-Clause \"Original\" or \"Old\" License",
+    "bsd-4-clause": 'BSD 4-Clause "Original" or "Old" License',
     "bsd-4-clause-uc": "BSD-4-Clause (University of California-Specific)",
     "bsd-protection": "BSD Protection License",
     "bsd-source-code": "BSD Source Code Attribution",
@@ -448,5 +448,5 @@
     "zlib-acknowledgement": "zlib/libpng License with Acknowledgement",
     "zpl-1.1": "Zope Public License 1.1",
     "zpl-2.0": "Zope Public License 2.0",
-    "zpl-2.1": "Zope Public License 2.1"
+    "zpl-2.1": "Zope Public License 2.1",
 }

scitail.py

@@ -22,16 +22,17 @@ the annotation of such premise-hypothesis pair as supports (entails) or not (neu
 to create the SciTail dataset. The dataset contains 27,026 examples with 10,101 examples with
 entails label and 16,925 examples with neutral label.
 """
-from dataclasses import dataclass
 import os
 
 import datasets
 import pandas as pd
 
-from bigbiohub import entailment_features
-from bigbiohub import BigBioConfig
-from bigbiohub import Lang, Tasks
-from bigbiohub import Licenses
+from .licenses_data import LICENSES_DATA
+from .bigbiohub import pairs_features
+from .bigbiohub import BigBioConfig
+from .bigbiohub import Lang
+from .licenses import Licenses
+from .bigbiohub import Tasks
 
 
 _LANGUAGES = [Lang.EN]