just use strings for license and language, unit test in bigbio repo can check correctness

bigbiohub.py

@@ -1,7 +1,6 @@
 from dataclasses import dataclass
 from enum import Enum
 import datasets
-from datasets.utils.metadata import known_language_codes
 from types import SimpleNamespace
 
 
@@ -19,10 +18,6 @@ class BigBioConfig(datasets.BuilderConfig):
     subset_id: str = None
 
 
-langs_dict = {k.replace("-", "_").upper(): v for k, v in known_language_codes.items()}
-Lang = Enum("Lang", langs_dict)
-
-
 class Tasks(Enum):
     NAMED_ENTITY_RECOGNITION = "NER"
     NAMED_ENTITY_DISAMBIGUATION = "NED"

licenses.py

@@ -1,318 +0,0 @@
-from dataclasses import dataclass
-from typing import Dict, Optional
-from types import SimpleNamespace
-from .licenses_data import LICENSES_DATA
-
-
-@dataclass
-class License:
-    """
-    Base class from which all licenses inherit
-
-    Args:
-        name: License title
-        text: Accompanying information of the license
-        link: URL to License
-        version: Current version of license
-        provenance: Organization providing authorization, if possible
-    """
-
-    name: Optional[str] = None
-    short_name: Optional[str] = None
-    text: Optional[str] = None
-    link: Optional[str] = None
-    version: Optional[str] = None
-    provenance: Optional[str] = None
-
-    @property
-    def is_share_alike(self):
-        """
-        Is Share-alike?
-        """
-        # NOTE: leave here has an example of license properties
-        raise NotImplementedError()
-
-
-@dataclass
-class CustomLicense(License):
-    """
-    This class is for custom licenses.
-    It must contain the text of the license.
-    Optionally its version and a link to the license webpage.
-    """
-
-    def __post_init__(self):
-        if self.name is None:
-            self.name = "Custom license"
-
-        if self.text is None and self.link is None:
-            raise ValueError(
-                "A `CustomLicense` must provide either (a) the license text or (b) the license link!"
-            )
-
-
-_GENIA_PROJECT_LICENSE_TEXT = """
-GENIA Project License for Annotated Corpora
-
-1. Copyright of abstracts
-
-Any abstracts contained in this corpus are from PubMed(R), a database
-of the U.S. National Library of Medicine (NLM).
-
-NLM data are produced by a U.S. Government agency and include works of
-the United States Government that are not protected by U.S. copyright
-law but may be protected by non-US copyright law, as well as abstracts
-originating from publications that may be protected by U.S. copyright
-law.
-
-NLM assumes no responsibility or liability associated with use of
-copyrighted material, including transmitting, reproducing,
-redistributing, or making commercial use of the data. NLM does not
-provide legal advice regarding copyright, fair use, or other aspects
-of intellectual property rights. Persons contemplating any type of
-transmission or reproduction of copyrighted material such as abstracts
-are advised to consult legal counsel.
-
-2. Copyright of full texts
-
-Any full texts contained in this corpus are from the PMC Open Access
-Subset of PubMed Central (PMC), the U.S. National Institutes of Health
-(NIH) free digital archive of biomedical and life sciences journal
-literature.
-
-Articles in the PMC Open Access Subset are protected by copyright, but
-are made available under a Creative Commons or similar license that
-generally allows more liberal redistribution and reuse than a
-traditional copyrighted work. Please refer to the license of each
-article for specific license terms.
-
-3. Copyright of annotations
-
-The copyrights of annotations created in the GENIA Project of Tsujii
-Laboratory, University of Tokyo, belong in their entirety to the GENIA
-Project.
-
-4. Licence terms
-
-Use and distribution of abstracts drawn from PubMed is subject to the
-PubMed(R) license terms as stated in Clause 1.
-
-Use and distribution of full texts is subject to the license terms
-applying to each publication.
-
-Annotations created by the GENIA Project are licensed under the
-Creative Commons Attribution 3.0 Unported License. To view a copy of
-this license, visit http://creativecommons.org/licenses/by/3.0/ or
-send a letter to Creative Commons, 444 Castro Street, Suite 900,
-Mountain View, California, 94041, USA.
-
-Annotations created by the GENIA Project must be attributed as
-detailed in Clause 5.
-
-5. Attribution
-
-The GENIA Project was founded and led by prof. Jun'ichi Tsujii and
-the project and its annotation efforts have been coordinated in part
-by Nigel Collier, Yuka Tateisi, Sang-Zoo Lee, Tomoko Ohta, Jin-Dong
-Kim, and Sampo Pyysalo.
-
-For a complete list of the GENIA Project members and contributors,
-please refer to http://www.geniaproject.org.
-
-The GENIA Project has been supported by Grant-in-Aid for Scientific
-Research on Priority Area "Genome Information Science" (MEXT, Japan),
-Grant-in-Aid for Scientific Research on Priority Area "Systems
-Genomics" (MEXT, Japan), Core Research for Evolutional Science &
-Technology (CREST) "Information Mobility Project" (JST, Japan),
-Solution Oriented Research for Science and Technology (SORST) (JST,
-Japan), Genome Network Project (MEXT, Japan) and Grant-in-Aid for
-Specially Promoted Research (MEXT, Japan).
-
-Annotations covered by this license must be attributed as follows:
-
-    Corpus annotations (c) GENIA Project
-
-Distributions including annotations covered by this licence must
-include this license text and Attribution section.
-
-6. References
-
-- GENIA Project : http://www.geniaproject.org
-- PubMed : http://www.pubmed.gov/
-- NLM (United States National Library of Medicine) : http://www.nlm.nih.gov/
-- MEXT (Ministry of Education, Culture, Sports, Science and Technology) : http://www.mext.go.jp/
-- JST (Japan Science and Technology Agency) : http://www.jst.go.jp
-"""
-
-GeniaProjectLicense = CustomLicense(
-    name="GENIA Project License for Annotated Corpora",
-    # NOTE: just in case the link will break
-    text=_GENIA_PROJECT_LICENSE_TEXT,
-    link="http://www.nactem.ac.uk/meta-knowledge/GENIA_license.txt",
-)
-
-
-_NLM_LICENSE_TEXT = """
-National Library of Medicine Terms and Conditions
-
-INTRODUCTION
-
-Downloading data from the National Library of Medicine FTP servers indicates your acceptance of the following Terms and Conditions: No charges, usage fees or royalties are paid to NLM for this data.
-
-GENERAL TERMS AND CONDITIONS
-
-    Users of the data agree to:
-        acknowledge NLM as the source of the data by including the phrase "Courtesy of the U.S. National Library of Medicine" in a clear and conspicuous manner,
-        properly use registration and/or trademark symbols when referring to NLM products, and
-        not indicate or imply that NLM has endorsed its products/services/applications.
-
-    Users who republish or redistribute the data (services, products or raw data) agree to:
-        maintain the most current version of all distributed data, or
-        make known in a clear and conspicuous manner that the products/services/applications do not reflect the most current/accurate data available from NLM.
-
-    These data are produced with a reasonable standard of care, but NLM makes no warranties express or implied, including no warranty of merchantability or fitness for particular purpose, regarding the accuracy or completeness of the data. Users agree to hold NLM and the U.S. Government harmless from any liability resulting from errors in the data. NLM disclaims any liability for any consequences due to use, misuse, or interpretation of information contained or not contained in the data.
-
-    NLM does not provide legal advice regarding copyright, fair use, or other aspects of intellectual property rights. See the NLM Copyright page.
-
-    NLM reserves the right to change the type and format of its machine-readable data. NLM will take reasonable steps to inform users of any changes to the format of the data before the data are distributed via the announcement section or subscription to email and RSS updates.
-
-"""
-NLMLicense = CustomLicense(
-    name="National Library of Medicine Terms and Conditions",
-    # NOTE: just in case the link will break
-    text=_NLM_LICENSE_TEXT,
-    link="https://www.nlm.nih.gov/databases/download/terms_and_conditions.html",
-)
-
-
-_PHYSIONET_LICENSE_1p5_TEXT = """
-The PhysioNet Credentialed Health Data License
-Version 1.5.0
-
-Copyright (c) 2022 MIT Laboratory for Computational Physiology
-
-The MIT Laboratory for Computational Physiology (MIT-LCP) wishes to make data available for research and educational purposes to qualified requestors, but only if the data are used and protected in accordance with the terms and conditions stated in this License.
-
-It is hereby agreed between the data requestor, hereinafter referred to as the "LICENSEE", and MIT-LCP, that:
-
-    The LICENSEE will not attempt to identify any individual or institution referenced in PhysioNet restricted data.
-    The LICENSEE will exercise all reasonable and prudent care to avoid disclosure of the identity of any individual or institution referenced in PhysioNet restricted data in any publication or other communication.
-    The LICENSEE will not share access to PhysioNet restricted data with anyone else.
-    The LICENSEE will exercise all reasonable and prudent care to maintain the physical and electronic security of PhysioNet restricted data.
-    If the LICENSEE finds information within PhysioNet restricted data that he or she believes might permit identification of any individual or institution, the LICENSEE will report the location of this information promptly by email to PHI-report@physionet.org, citing the location of the specific information in question.
-    The LICENSEE will use the data for the sole purpose of lawful use in scientific research and no other.
-    The LICENSEE will be responsible for ensuring that he or she maintains up to date certification in human research subject protection and HIPAA regulations.
-    The LICENSEE agrees to contribute code associated with publications arising from this data to a repository that is open to the research community.
-    This agreement may be terminated by either party at any time, but the LICENSEE's obligations with respect to PhysioNet data shall continue after termination.
-
-THE DATA ARE PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE DATA OR THE USE OR OTHER DEALINGS IN THE DATA.
-"""
-PhysioNetLicense1p5 = CustomLicense(
-    name="PhysioNet Credentialed Health Data License",
-    version="1.5",
-    link="https://physionet.org/content/mimiciv/view-license/0.4/",
-    # NOTE: just in case the link will break
-    text=_PHYSIONET_LICENSE_1p5_TEXT,
-)
-
-
-UMLSLicense = CustomLicense(
-    name="UMLS - Metathesaurus License Agreement",
-    link="https://www.nlm.nih.gov/research/umls/knowledge_sources/metathesaurus/release/license_agreement.html",
-)
-
-_NCBI_LICENSE_TEXT = """
-===========================================================================
-*
-*                            PUBLIC DOMAIN NOTICE
-*               National Center for Biotechnology Information
-*
-*  This software/database is a "United States Government Work" under the
-*  terms of the United States Copyright Act.  It was written as part of
-*  the author's official duties as a United States Government employee and
-*  thus cannot be copyrighted.  This software/database is freely available
-*  to the public for use. The National Library of Medicine and the U.S.
-*  Government have not placed any restriction on its use or reproduction.
-*
-*  Although all reasonable efforts have been taken to ensure the accuracy
-*  and reliability of the software and data, the NLM and the U.S.
-*  Government do not and cannot warrant the performance or results that
-*  may be obtained by using this software or data. The NLM and the U.S.
-*  Government disclaim all warranties, express or implied, including
-*  warranties of performance, merchantability or fitness for any particular
-*  purpose.
-*
-*  Please cite the author in any work or product based on this material.
-*
-*
-===========================================================================
-"""
-NCBILicense = CustomLicense(
-    name="National Center fr Biotechnology Information PUBLIC DOMAIN NOTICE",
-    link="https://github.com/openbiocorpora/genetag/blob/master/LICENSE",
-    # NOTE: just in case link will break
-    text=_NCBI_LICENSE_TEXT,
-)
-
-PublicDomainMark_1p0 = CustomLicense(
-    name="Public Domain Mark 1.0",
-    text="""This work has been identified as being free of known restrictions under copyright law,
-    including all related and neighboring rights.
-    """,
-    link="https://creativecommons.org/publicdomain/mark/1.0/",
-)
-
-
-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.
-    Amend names to be valid variable names
-    """
-
-    # 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 LICENSES_DATA.items()}
-
-    licenses["ZERO_BSD"] = licenses.pop("0BSD")
-
-    return licenses
-
-
-def load_licenses() -> Dict[str, License]:
-    """
-    Load `_LICENSES` dict:
-        - key (str) : license name
-        - value (License) : instance of license class
-    """
-
-    json_licenses = load_json_licenses()
-
-    json_licenses.update({"DUA": "Data User Agreement"})
-
-    licenses_kwargs = {k: {"name": v} for k, v in json_licenses.items()}
-
-    licenses = {k: License(**kwargs) for k, kwargs in licenses_kwargs.items()}
-
-    custom_licenses = {
-        "PUBLIC_DOMAIN_MARK_1p0": PublicDomainMark_1p0,
-        "GENIA_PROJECT_LICENSE": GeniaProjectLicense,
-        "NLM_LICENSE": NLMLicense,
-        "NCBI_LICENSE": NCBILicense,
-        "UMLS_LICENSE": UMLSLicense,
-        "PHYSIONET_LICENSE_1p5": PhysioNetLicense1p5,
-    }
-
-    licenses.update(custom_licenses)
-    for k, v in licenses.items():
-        v.short_name = k
-
-    return licenses
-
-
-_LICENSES = load_licenses()
-Licenses = SimpleNamespace(**_LICENSES)

licenses_data.py

@@ -1,452 +0,0 @@
-LICENSES_DATA = {
-    "other": "Other license",
-    "unknown": "License information unavailable",
-    "0bsd": "BSD Zero Clause License",
-    "aal": "Attribution Assurance License",
-    "abstyles": "Abstyles License",
-    "adobe-2006": "Adobe Systems Incorporated Source Code License Agreement",
-    "adobe-glyph": "Adobe Glyph List License",
-    "adsl": "Amazon Digital Services License",
-    "afl-1.1": "Academic Free License v1.1",
-    "afl-1.2": "Academic Free License v1.2",
-    "afl-2.0": "Academic Free License v2.0",
-    "afl-2.1": "Academic Free License v2.1",
-    "afl-3.0": "Academic Free License v3.0",
-    "afmparse": "Afmparse License",
-    "agpl-1.0": "Affero General Public License v1.0",
-    "agpl-1.0-only": "Affero General Public License v1.0 only",
-    "agpl-1.0-or-later": "Affero General Public License v1.0 or later",
-    "agpl-3.0": "GNU Affero General Public License v3.0",
-    "agpl-3.0-only": "GNU Affero General Public License v3.0 only",
-    "agpl-3.0-or-later": "GNU Affero General Public License v3.0 or later",
-    "aladdin": "Aladdin Free Public License",
-    "amdplpa": "AMD's plpa_map.c License",
-    "aml": "Apple MIT License",
-    "ampas": "Academy of Motion Picture Arts and Sciences BSD",
-    "antlr-pd": "ANTLR Software Rights Notice",
-    "antlr-pd-fallback": "ANTLR Software Rights Notice with license fallback",
-    "apache-1.0": "Apache License 1.0",
-    "apache-1.1": "Apache License 1.1",
-    "apache-2.0": "Apache License 2.0",
-    "apafml": "Adobe Postscript AFM License",
-    "apl-1.0": "Adaptive Public License 1.0",
-    "apsl-1.0": "Apple Public Source License 1.0",
-    "apsl-1.1": "Apple Public Source License 1.1",
-    "apsl-1.2": "Apple Public Source License 1.2",
-    "apsl-2.0": "Apple Public Source License 2.0",
-    "artistic-1.0": "Artistic License 1.0",
-    "artistic-1.0-cl8": "Artistic License 1.0 w/clause 8",
-    "artistic-1.0-perl": "Artistic License 1.0 (Perl)",
-    "artistic-2.0": "Artistic License 2.0",
-    "bahyph": "Bahyph License",
-    "barr": "Barr License",
-    "beerware": "Beerware License",
-    "bittorrent-1.0": "BitTorrent Open Source License v1.0",
-    "bittorrent-1.1": "BitTorrent Open Source License v1.1",
-    "blessing": "SQLite Blessing",
-    "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-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-attribution": "BSD with attribution",
-    "bsd-3-clause-clear": "BSD 3-Clause Clear License",
-    "bsd-3-clause-lbnl": "Lawrence Berkeley National Labs BSD variant license",
-    "bsd-3-clause-no-nuclear-license": "BSD 3-Clause No Nuclear License",
-    "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-uc": "BSD-4-Clause (University of California-Specific)",
-    "bsd-protection": "BSD Protection License",
-    "bsd-source-code": "BSD Source Code Attribution",
-    "bsl-1.0": "Boost Software License 1.0",
-    "busl-1.1": "Business Source License 1.1",
-    "bzip2-1.0.5": "bzip2 and libbzip2 License v1.0.5",
-    "bzip2-1.0.6": "bzip2 and libbzip2 License v1.0.6",
-    "cal-1.0": "Cryptographic Autonomy License 1.0",
-    "cal-1.0-combined-work-exception": "Cryptographic Autonomy License 1.0 (Combined Work Exception)",
-    "caldera": "Caldera License",
-    "catosl-1.1": "Computer Associates Trusted Open Source License 1.1",
-    "cc-by-1.0": "Creative Commons Attribution 1.0 Generic",
-    "cc-by-2.0": "Creative Commons Attribution 2.0 Generic",
-    "cc-by-2.5": "Creative Commons Attribution 2.5 Generic",
-    "cc-by-3.0": "Creative Commons Attribution 3.0 Unported",
-    "cc-by-3.0-at": "Creative Commons Attribution 3.0 Austria",
-    "cc-by-3.0-us": "Creative Commons Attribution 3.0 United States",
-    "cc-by-4.0": "Creative Commons Attribution 4.0 International",
-    "cc-by-nc-1.0": "Creative Commons Attribution Non Commercial 1.0 Generic",
-    "cc-by-nc-2.0": "Creative Commons Attribution Non Commercial 2.0 Generic",
-    "cc-by-nc-2.5": "Creative Commons Attribution Non Commercial 2.5 Generic",
-    "cc-by-nc-3.0": "Creative Commons Attribution Non Commercial 3.0 Unported",
-    "cc-by-nc-4.0": "Creative Commons Attribution Non Commercial 4.0 International",
-    "cc-by-nc-nd-1.0": "Creative Commons Attribution Non Commercial No Derivatives 1.0 Generic",
-    "cc-by-nc-nd-2.0": "Creative Commons Attribution Non Commercial No Derivatives 2.0 Generic",
-    "cc-by-nc-nd-2.5": "Creative Commons Attribution Non Commercial No Derivatives 2.5 Generic",
-    "cc-by-nc-nd-3.0": "Creative Commons Attribution Non Commercial No Derivatives 3.0 Unported",
-    "cc-by-nc-nd-3.0-igo": "Creative Commons Attribution Non Commercial No Derivatives 3.0 IGO",
-    "cc-by-nc-nd-4.0": "Creative Commons Attribution Non Commercial No Derivatives 4.0 International",
-    "cc-by-nc-sa-1.0": "Creative Commons Attribution Non Commercial Share Alike 1.0 Generic",
-    "cc-by-nc-sa-2.0": "Creative Commons Attribution Non Commercial Share Alike 2.0 Generic",
-    "cc-by-nc-sa-2.5": "Creative Commons Attribution Non Commercial Share Alike 2.5 Generic",
-    "cc-by-nc-sa-3.0": "Creative Commons Attribution Non Commercial Share Alike 3.0 Unported",
-    "cc-by-nc-sa-4.0": "Creative Commons Attribution Non Commercial Share Alike 4.0 International",
-    "cc-by-nd-1.0": "Creative Commons Attribution No Derivatives 1.0 Generic",
-    "cc-by-nd-2.0": "Creative Commons Attribution No Derivatives 2.0 Generic",
-    "cc-by-nd-2.5": "Creative Commons Attribution No Derivatives 2.5 Generic",
-    "cc-by-nd-3.0": "Creative Commons Attribution No Derivatives 3.0 Unported",
-    "cc-by-nd-4.0": "Creative Commons Attribution No Derivatives 4.0 International",
-    "cc-by-sa-1.0": "Creative Commons Attribution Share Alike 1.0 Generic",
-    "cc-by-sa-2.0": "Creative Commons Attribution Share Alike 2.0 Generic",
-    "cc-by-sa-2.0-uk": "Creative Commons Attribution Share Alike 2.0 England and Wales",
-    "cc-by-sa-2.5": "Creative Commons Attribution Share Alike 2.5 Generic",
-    "cc-by-sa-3.0": "Creative Commons Attribution Share Alike 3.0 Unported",
-    "cc-by-sa-3.0-at": "Creative Commons Attribution-Share Alike 3.0 Austria",
-    "cc-by-sa-4.0": "Creative Commons Attribution Share Alike 4.0 International",
-    "cc-pddc": "Creative Commons Public Domain Dedication and Certification",
-    "cc0-1.0": "Creative Commons Zero v1.0 Universal",
-    "cddl-1.0": "Common Development and Distribution License 1.0",
-    "cddl-1.1": "Common Development and Distribution License 1.1",
-    "cdla-permissive-1.0": "Community Data License Agreement Permissive 1.0",
-    "cdla-sharing-1.0": "Community Data License Agreement Sharing 1.0",
-    "cecill-1.0": "CeCILL Free Software License Agreement v1.0",
-    "cecill-1.1": "CeCILL Free Software License Agreement v1.1",
-    "cecill-2.0": "CeCILL Free Software License Agreement v2.0",
-    "cecill-2.1": "CeCILL Free Software License Agreement v2.1",
-    "cecill-b": "CeCILL-B Free Software License Agreement",
-    "cecill-c": "CeCILL-C Free Software License Agreement",
-    "cern-ohl-1.1": "CERN Open Hardware Licence v1.1",
-    "cern-ohl-1.2": "CERN Open Hardware Licence v1.2",
-    "cern-ohl-p-2.0": "CERN Open Hardware Licence Version 2 - Permissive",
-    "cern-ohl-s-2.0": "CERN Open Hardware Licence Version 2 - Strongly Reciprocal",
-    "cern-ohl-w-2.0": "CERN Open Hardware Licence Version 2 - Weakly Reciprocal",
-    "clartistic": "Clarified Artistic License",
-    "cnri-jython": "CNRI Jython License",
-    "cnri-python": "CNRI Python License",
-    "cnri-python-gpl-compatible": "CNRI Python Open Source GPL Compatible License Agreement",
-    "condor-1.1": "Condor Public License v1.1",
-    "copyleft-next-0.3.0": "copyleft-next 0.3.0",
-    "copyleft-next-0.3.1": "copyleft-next 0.3.1",
-    "cpal-1.0": "Common Public Attribution License 1.0",
-    "cpl-1.0": "Common Public License 1.0",
-    "cpol-1.02": "Code Project Open License 1.02",
-    "crossword": "Crossword License",
-    "crystalstacker": "CrystalStacker License",
-    "cua-opl-1.0": "CUA Office Public License v1.0",
-    "cube": "Cube License",
-    "curl": "curl License",
-    "d-fsl-1.0": "Deutsche Freie Software Lizenz",
-    "diffmark": "diffmark license",
-    "doc": "DOC License",
-    "dotseqn": "Dotseqn License",
-    "dsdp": "DSDP License",
-    "dvipdfm": "dvipdfm License",
-    "ecl-1.0": "Educational Community License v1.0",
-    "ecl-2.0": "Educational Community License v2.0",
-    "ecos-2.0": "eCos license version 2.0",
-    "efl-1.0": "Eiffel Forum License v1.0",
-    "efl-2.0": "Eiffel Forum License v2.0",
-    "egenix": "eGenix.com Public License 1.1.0",
-    "entessa": "Entessa Public License v1.0",
-    "epics": "EPICS Open License",
-    "epl-1.0": "Eclipse Public License 1.0",
-    "epl-2.0": "Eclipse Public License 2.0",
-    "erlpl-1.1": "Erlang Public License v1.1",
-    "etalab-2.0": "Etalab Open License 2.0",
-    "eudatagrid": "EU DataGrid Software License",
-    "eupl-1.0": "European Union Public License 1.0",
-    "eupl-1.1": "European Union Public License 1.1",
-    "eupl-1.2": "European Union Public License 1.2",
-    "eurosym": "Eurosym License",
-    "fair": "Fair License",
-    "frameworx-1.0": "Frameworx Open License 1.0",
-    "freeimage": "FreeImage Public License v1.0",
-    "fsfap": "FSF All Permissive License",
-    "fsful": "FSF Unlimited License",
-    "fsfullr": "FSF Unlimited License (with License Retention)",
-    "ftl": "Freetype Project License",
-    "gfdl-1.1": "GNU Free Documentation License v1.1",
-    "gfdl-1.1-invariants-only": "GNU Free Documentation License v1.1 only - invariants",
-    "gfdl-1.1-invariants-or-later": "GNU Free Documentation License v1.1 or later - invariants",
-    "gfdl-1.1-no-invariants-only": "GNU Free Documentation License v1.1 only - no invariants",
-    "gfdl-1.1-no-invariants-or-later": "GNU Free Documentation License v1.1 or later - no invariants",
-    "gfdl-1.1-only": "GNU Free Documentation License v1.1 only",
-    "gfdl-1.1-or-later": "GNU Free Documentation License v1.1 or later",
-    "gfdl-1.2": "GNU Free Documentation License v1.2",
-    "gfdl-1.2-invariants-only": "GNU Free Documentation License v1.2 only - invariants",
-    "gfdl-1.2-invariants-or-later": "GNU Free Documentation License v1.2 or later - invariants",
-    "gfdl-1.2-no-invariants-only": "GNU Free Documentation License v1.2 only - no invariants",
-    "gfdl-1.2-no-invariants-or-later": "GNU Free Documentation License v1.2 or later - no invariants",
-    "gfdl-1.2-only": "GNU Free Documentation License v1.2 only",
-    "gfdl-1.2-or-later": "GNU Free Documentation License v1.2 or later",
-    "gfdl-1.3": "GNU Free Documentation License v1.3",
-    "gfdl-1.3-invariants-only": "GNU Free Documentation License v1.3 only - invariants",
-    "gfdl-1.3-invariants-or-later": "GNU Free Documentation License v1.3 or later - invariants",
-    "gfdl-1.3-no-invariants-only": "GNU Free Documentation License v1.3 only - no invariants",
-    "gfdl-1.3-no-invariants-or-later": "GNU Free Documentation License v1.3 or later - no invariants",
-    "gfdl-1.3-only": "GNU Free Documentation License v1.3 only",
-    "gfdl-1.3-or-later": "GNU Free Documentation License v1.3 or later",
-    "giftware": "Giftware License",
-    "gl2ps": "GL2PS License",
-    "glide": "3dfx Glide License",
-    "glulxe": "Glulxe License",
-    "glwtpl": "Good Luck With That Public License",
-    "gnuplot": "gnuplot License",
-    "gpl-1.0": "GNU General Public License v1.0 only",
-    "gpl-1.0+": "GNU General Public License v1.0 or later",
-    "gpl-1.0-only": "GNU General Public License v1.0 only",
-    "gpl-1.0-or-later": "GNU General Public License v1.0 or later",
-    "gpl-2.0": "GNU General Public License v2.0 only",
-    "gpl-2.0+": "GNU General Public License v2.0 or later",
-    "gpl-2.0-only": "GNU General Public License v2.0 only",
-    "gpl-2.0-or-later": "GNU General Public License v2.0 or later",
-    "gpl-2.0-with-autoconf-exception": "GNU General Public License v2.0 w/Autoconf exception",
-    "gpl-2.0-with-bison-exception": "GNU General Public License v2.0 w/Bison exception",
-    "gpl-2.0-with-classpath-exception": "GNU General Public License v2.0 w/Classpath exception",
-    "gpl-2.0-with-font-exception": "GNU General Public License v2.0 w/Font exception",
-    "gpl-2.0-with-gcc-exception": "GNU General Public License v2.0 w/GCC Runtime Library exception",
-    "gpl-3.0": "GNU General Public License v3.0 only",
-    "gpl-3.0+": "GNU General Public License v3.0 or later",
-    "gpl-3.0-only": "GNU General Public License v3.0 only",
-    "gpl-3.0-or-later": "GNU General Public License v3.0 or later",
-    "gpl-3.0-with-autoconf-exception": "GNU General Public License v3.0 w/Autoconf exception",
-    "gpl-3.0-with-gcc-exception": "GNU General Public License v3.0 w/GCC Runtime Library exception",
-    "gsoap-1.3b": "gSOAP Public License v1.3b",
-    "haskellreport": "Haskell Language Report License",
-    "hippocratic-2.1": "Hippocratic License 2.1",
-    "hpnd": "Historical Permission Notice and Disclaimer",
-    "hpnd-sell-variant": "Historical Permission Notice and Disclaimer - sell variant",
-    "htmltidy": "HTML Tidy License",
-    "ibm-pibs": "IBM PowerPC Initialization and Boot Software",
-    "icu": "ICU License",
-    "ijg": "Independent JPEG Group License",
-    "imagemagick": "ImageMagick License",
-    "imatix": "iMatix Standard Function Library Agreement",
-    "imlib2": "Imlib2 License",
-    "info-zip": "Info-ZIP License",
-    "intel": "Intel Open Source License",
-    "intel-acpi": "Intel ACPI Software License Agreement",
-    "interbase-1.0": "Interbase Public License v1.0",
-    "ipa": "IPA Font License",
-    "ipl-1.0": "IBM Public License v1.0",
-    "isc": "ISC License",
-    "jasper-2.0": "JasPer License",
-    "jpnic": "Japan Network Information Center License",
-    "json": "JSON License",
-    "lal-1.2": "Licence Art Libre 1.2",
-    "lal-1.3": "Licence Art Libre 1.3",
-    "latex2e": "Latex2e License",
-    "leptonica": "Leptonica License",
-    "lgpl-2.0": "GNU Library General Public License v2 only",
-    "lgpl-2.0+": "GNU Library General Public License v2 or later",
-    "lgpl-2.0-only": "GNU Library General Public License v2 only",
-    "lgpl-2.0-or-later": "GNU Library General Public License v2 or later",
-    "lgpl-2.1": "GNU Lesser General Public License v2.1 only",
-    "lgpl-2.1+": "GNU Library General Public License v2.1 or later",
-    "lgpl-2.1-only": "GNU Lesser General Public License v2.1 only",
-    "lgpl-2.1-or-later": "GNU Lesser General Public License v2.1 or later",
-    "lgpl-3.0": "GNU Lesser General Public License v3.0 only",
-    "lgpl-3.0+": "GNU Lesser General Public License v3.0 or later",
-    "lgpl-3.0-only": "GNU Lesser General Public License v3.0 only",
-    "lgpl-3.0-or-later": "GNU Lesser General Public License v3.0 or later",
-    "lgpllr": "Lesser General Public License For Linguistic Resources",
-    "libpng": "libpng License",
-    "libpng-2.0": "PNG Reference Library version 2",
-    "libselinux-1.0": "libselinux public domain notice",
-    "libtiff": "libtiff License",
-    "liliq-p-1.1": "Licence Libre du Qu\u00e9bec \u2013 Permissive version 1.1",
-    "liliq-r-1.1": "Licence Libre du Qu\u00e9bec \u2013 R\u00e9ciprocit\u00e9 version 1.1",
-    "liliq-rplus-1.1": "Licence Libre du Qu\u00e9bec \u2013 R\u00e9ciprocit\u00e9 forte version 1.1",
-    "linux-openib": "Linux Kernel Variant of OpenIB.org license",
-    "lpl-1.0": "Lucent Public License Version 1.0",
-    "lpl-1.02": "Lucent Public License v1.02",
-    "lppl-1.0": "LaTeX Project Public License v1.0",
-    "lppl-1.1": "LaTeX Project Public License v1.1",
-    "lppl-1.2": "LaTeX Project Public License v1.2",
-    "lppl-1.3a": "LaTeX Project Public License v1.3a",
-    "lppl-1.3c": "LaTeX Project Public License v1.3c",
-    "makeindex": "MakeIndex License",
-    "miros": "The MirOS Licence",
-    "mit": "MIT License",
-    "mit-0": "MIT No Attribution",
-    "mit-advertising": "Enlightenment License (e16)",
-    "mit-cmu": "CMU License",
-    "mit-enna": "enna License",
-    "mit-feh": "feh License",
-    "mit-open-group": "MIT Open Group variant",
-    "mitnfa": "MIT +no-false-attribs license",
-    "motosoto": "Motosoto License",
-    "mpich2": "mpich2 License",
-    "mpl-1.0": "Mozilla Public License 1.0",
-    "mpl-1.1": "Mozilla Public License 1.1",
-    "mpl-2.0": "Mozilla Public License 2.0",
-    "mpl-2.0-no-copyleft-exception": "Mozilla Public License 2.0 (no copyleft exception)",
-    "ms-pl": "Microsoft Public License",
-    "ms-rl": "Microsoft Reciprocal License",
-    "mtll": "Matrix Template Library License",
-    "mulanpsl-1.0": "Mulan Permissive Software License, Version 1",
-    "mulanpsl-2.0": "Mulan Permissive Software License, Version 2",
-    "multics": "Multics License",
-    "mup": "Mup License",
-    "nasa-1.3": "NASA Open Source Agreement 1.3",
-    "naumen": "Naumen Public License",
-    "nbpl-1.0": "Net Boolean Public License v1",
-    "ncgl-uk-2.0": "Non-Commercial Government Licence",
-    "ncsa": "University of Illinois/NCSA Open Source License",
-    "net-snmp": "Net-SNMP License",
-    "netcdf": "NetCDF license",
-    "newsletr": "Newsletr License",
-    "ngpl": "Nethack General Public License",
-    "nist-pd": "NIST Public Domain Notice",
-    "nist-pd-fallback": "NIST Public Domain Notice with license fallback",
-    "nlod-1.0": "Norwegian Licence for Open Government Data",
-    "nlpl": "No Limit Public License",
-    "nokia": "Nokia Open Source License",
-    "nosl": "Netizen Open Source License",
-    "noweb": "Noweb License",
-    "npl-1.0": "Netscape Public License v1.0",
-    "npl-1.1": "Netscape Public License v1.1",
-    "nposl-3.0": "Non-Profit Open Software License 3.0",
-    "nrl": "NRL License",
-    "ntp": "NTP License",
-    "ntp-0": "NTP No Attribution",
-    "nunit": "Nunit License",
-    "o-uda-1.0": "Open Use of Data Agreement v1.0",
-    "occt-pl": "Open CASCADE Technology Public License",
-    "oclc-2.0": "OCLC Research Public License 2.0",
-    "odbl-1.0": "ODC Open Database License v1.0",
-    "odc-by-1.0": "Open Data Commons Attribution License v1.0",
-    "ofl-1.0": "SIL Open Font License 1.0",
-    "ofl-1.0-no-rfn": "SIL Open Font License 1.0 with no Reserved Font Name",
-    "ofl-1.0-rfn": "SIL Open Font License 1.0 with Reserved Font Name",
-    "ofl-1.1": "SIL Open Font License 1.1",
-    "ofl-1.1-no-rfn": "SIL Open Font License 1.1 with no Reserved Font Name",
-    "ofl-1.1-rfn": "SIL Open Font License 1.1 with Reserved Font Name",
-    "ogc-1.0": "OGC Software License, Version 1.0",
-    "ogl-canada-2.0": "Open Government Licence - Canada",
-    "ogl-uk-1.0": "Open Government Licence v1.0",
-    "ogl-uk-2.0": "Open Government Licence v2.0",
-    "ogl-uk-3.0": "Open Government Licence v3.0",
-    "ogtsl": "Open Group Test Suite License",
-    "oldap-1.1": "Open LDAP Public License v1.1",
-    "oldap-1.2": "Open LDAP Public License v1.2",
-    "oldap-1.3": "Open LDAP Public License v1.3",
-    "oldap-1.4": "Open LDAP Public License v1.4",
-    "oldap-2.0": "Open LDAP Public License v2.0 (or possibly 2.0A and 2.0B)",
-    "oldap-2.0.1": "Open LDAP Public License v2.0.1",
-    "oldap-2.1": "Open LDAP Public License v2.1",
-    "oldap-2.2": "Open LDAP Public License v2.2",
-    "oldap-2.2.1": "Open LDAP Public License v2.2.1",
-    "oldap-2.2.2": "Open LDAP Public License 2.2.2",
-    "oldap-2.3": "Open LDAP Public License v2.3",
-    "oldap-2.4": "Open LDAP Public License v2.4",
-    "oldap-2.5": "Open LDAP Public License v2.5",
-    "oldap-2.6": "Open LDAP Public License v2.6",
-    "oldap-2.7": "Open LDAP Public License v2.7",
-    "oldap-2.8": "Open LDAP Public License v2.8",
-    "oml": "Open Market License",
-    "openssl": "OpenSSL License",
-    "opl-1.0": "Open Public License v1.0",
-    "oset-pl-2.1": "OSET Public License version 2.1",
-    "osl-1.0": "Open Software License 1.0",
-    "osl-1.1": "Open Software License 1.1",
-    "osl-2.0": "Open Software License 2.0",
-    "osl-2.1": "Open Software License 2.1",
-    "osl-3.0": "Open Software License 3.0",
-    "parity-6.0.0": "The Parity Public License 6.0.0",
-    "parity-7.0.0": "The Parity Public License 7.0.0",
-    "pddl-1.0": "ODC Public Domain Dedication & License 1.0",
-    "php-3.0": "PHP License v3.0",
-    "php-3.01": "PHP License v3.01",
-    "plexus": "Plexus Classworlds License",
-    "polyform-noncommercial-1.0.0": "PolyForm Noncommercial License 1.0.0",
-    "polyform-small-business-1.0.0": "PolyForm Small Business License 1.0.0",
-    "postgresql": "PostgreSQL License",
-    "psf-2.0": "Python Software Foundation License 2.0",
-    "psfrag": "psfrag License",
-    "psutils": "psutils License",
-    "python-2.0": "Python License 2.0",
-    "qhull": "Qhull License",
-    "qpl-1.0": "Q Public License 1.0",
-    "rdisc": "Rdisc License",
-    "rhecos-1.1": "Red Hat eCos Public License v1.1",
-    "rpl-1.1": "Reciprocal Public License 1.1",
-    "rpl-1.5": "Reciprocal Public License 1.5",
-    "rpsl-1.0": "RealNetworks Public Source License v1.0",
-    "rsa-md": "RSA Message-Digest License",
-    "rscpl": "Ricoh Source Code Public License",
-    "ruby": "Ruby License",
-    "sax-pd": "Sax Public Domain Notice",
-    "saxpath": "Saxpath License",
-    "scea": "SCEA Shared Source License",
-    "sendmail": "Sendmail License",
-    "sendmail-8.23": "Sendmail License 8.23",
-    "sgi-b-1.0": "SGI Free Software License B v1.0",
-    "sgi-b-1.1": "SGI Free Software License B v1.1",
-    "sgi-b-2.0": "SGI Free Software License B v2.0",
-    "shl-0.5": "Solderpad Hardware License v0.5",
-    "shl-0.51": "Solderpad Hardware License, Version 0.51",
-    "simpl-2.0": "Simple Public License 2.0",
-    "sissl": "Sun Industry Standards Source License v1.1",
-    "sissl-1.2": "Sun Industry Standards Source License v1.2",
-    "sleepycat": "Sleepycat License",
-    "smlnj": "Standard ML of New Jersey License",
-    "smppl": "Secure Messaging Protocol Public License",
-    "snia": "SNIA Public License 1.1",
-    "spencer-86": "Spencer License 86",
-    "spencer-94": "Spencer License 94",
-    "spencer-99": "Spencer License 99",
-    "spl-1.0": "Sun Public License v1.0",
-    "ssh-openssh": "SSH OpenSSH license",
-    "ssh-short": "SSH short notice",
-    "sspl-1.0": "Server Side Public License, v 1",
-    "standardml-nj": "Standard ML of New Jersey License",
-    "sugarcrm-1.1.3": "SugarCRM Public License v1.1.3",
-    "swl": "Scheme Widget Library (SWL) Software License Agreement",
-    "tapr-ohl-1.0": "TAPR Open Hardware License v1.0",
-    "tcl": "TCL/TK License",
-    "tcp-wrappers": "TCP Wrappers License",
-    "tmate": "TMate Open Source License",
-    "torque-1.1": "TORQUE v2.5+ Software License v1.1",
-    "tosl": "Trusster Open Source License",
-    "tu-berlin-1.0": "Technische Universitaet Berlin License 1.0",
-    "tu-berlin-2.0": "Technische Universitaet Berlin License 2.0",
-    "ucl-1.0": "Upstream Compatibility License v1.0",
-    "unicode-dfs-2015": "Unicode License Agreement - Data Files and Software (2015)",
-    "unicode-dfs-2016": "Unicode License Agreement - Data Files and Software (2016)",
-    "unicode-tou": "Unicode Terms of Use",
-    "unlicense": "The Unlicense",
-    "upl-1.0": "Universal Permissive License v1.0",
-    "vim": "Vim License",
-    "vostrom": "VOSTROM Public License for Open Source",
-    "vsl-1.0": "Vovida Software License v1.0",
-    "w3c": "W3C Software Notice and License (2002-12-31)",
-    "w3c-19980720": "W3C Software Notice and License (1998-07-20)",
-    "w3c-20150513": "W3C Software Notice and Document License (2015-05-13)",
-    "watcom-1.0": "Sybase Open Watcom Public License 1.0",
-    "wsuipa": "Wsuipa License",
-    "wtfpl": "Do What The F*ck You Want To Public License",
-    "wxwindows": "wxWindows Library License",
-    "x11": "X11 License",
-    "xerox": "Xerox License",
-    "xfree86-1.1": "XFree86 License 1.1",
-    "xinetd": "xinetd License",
-    "xnet": "X.Net License",
-    "xpp": "XPP License",
-    "xskat": "XSkat License",
-    "ypl-1.0": "Yahoo! Public License v1.0",
-    "ypl-1.1": "Yahoo! Public License v1.1",
-    "zed": "Zed License",
-    "zend-2.0": "Zend License v2.0",
-    "zimbra-1.3": "Zimbra Public License v1.3",
-    "zimbra-1.4": "Zimbra Public License v1.4",
-    "zlib": "zlib License",
-    "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",
-}

scitail.py

@@ -27,15 +27,12 @@ import os
 import datasets
 import pandas as pd
 
-from .licenses_data import LICENSES_DATA
 from .bigbiohub import entailment_features
 from .bigbiohub import BigBioConfig
-from .bigbiohub import Lang
-from .licenses import Licenses
 from .bigbiohub import Tasks
 
 
-_LANGUAGES = [Lang.EN]
+_LANGUAGES = ["English"]
 _PUBMED = False
 _LOCAL = False
 _CITATION = """\
@@ -62,7 +59,7 @@ entails label and 16,925 examples with neutral label.
 
 _HOMEPAGE = "https://allenai.org/data/scitail"
 
-_LICENSE = Licenses.APACHE_2p0
+_LICENSE = "APACHE_2p0"
 
 _URLS = {
     _DATASETNAME: "https://ai2-public-datasets.s3.amazonaws.com/scitail/SciTailV1.1.zip",