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"""Wikipedia dataset containing cleaned articles of all languages.""" |
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import os |
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import sys |
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import bz2 |
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import codecs |
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import json |
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import re |
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import xml.etree.cElementTree as etree |
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from urllib.parse import quote |
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import datasets |
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logger = datasets.logging.get_logger(__name__) |
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logger.setLevel(datasets.logging.DEBUG) |
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_CITATION = """\ |
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@ONLINE {wikidump, |
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author = {Wikimedia Foundation}, |
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title = {Wikimedia Downloads}, |
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url = {https://dumps.wikimedia.org} |
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} |
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""" |
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_DESCRIPTION = """\ |
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Wikipedia dataset containing cleaned articles of all languages. |
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The datasets are built from the Wikipedia dump |
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(https://dumps.wikimedia.org/) with one split per language. Each example |
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contains the content of one full Wikipedia article with cleaning to strip |
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markdown and unwanted sections (references, etc.). |
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""" |
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_LICENSE = ( |
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"This work is licensed under the Creative Commons Attribution-ShareAlike " |
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"3.0 Unported License. To view a copy of this license, visit " |
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"http://creativecommons.org/licenses/by-sa/3.0/ or send a letter to " |
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"Creative Commons, PO Box 1866, Mountain View, CA 94042, USA." |
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) |
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WIKIPEDIA_LANGUAGES = [ |
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"aa", |
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"ab", |
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"ace", |
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"ady", |
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"af", |
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"ak", |
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"als", |
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"am", |
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"an", |
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"ang", |
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"ar", |
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"arc", |
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"arz", |
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"as", |
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"ast", |
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"atj", |
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"av", |
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"ay", |
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"az", |
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"azb", |
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"ba", |
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"bar", |
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"bat-smg", |
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"bcl", |
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"be", |
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"be-x-old", |
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"bg", |
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"bh", |
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"bi", |
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"bjn", |
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"bm", |
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"bn", |
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"bo", |
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"bpy", |
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"br", |
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"bs", |
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"bug", |
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"bxr", |
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"ca", |
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"cbk-zam", |
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"cdo", |
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"ce", |
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"ceb", |
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"ch", |
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"cho", |
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"chr", |
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"chy", |
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"ckb", |
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"co", |
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"cr", |
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"crh", |
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"cs", |
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"csb", |
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"cu", |
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"cv", |
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"cy", |
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"da", |
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"de", |
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"din", |
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"diq", |
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"dsb", |
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"dty", |
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"dv", |
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"dz", |
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"ee", |
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"el", |
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"eml", |
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"en", |
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"eo", |
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"es", |
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"et", |
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"eu", |
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"ext", |
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"fa", |
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"ff", |
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"fi", |
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"fiu-vro", |
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"fj", |
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"fo", |
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"fr", |
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"frp", |
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"frr", |
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"fur", |
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"fy", |
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"ga", |
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"gag", |
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"gan", |
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"gd", |
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"gl", |
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"glk", |
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"gn", |
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"gom", |
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"gor", |
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"got", |
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"gu", |
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"gv", |
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"ha", |
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"hak", |
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"haw", |
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"he", |
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"hi", |
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"hif", |
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"ho", |
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"hr", |
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"hsb", |
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"ht", |
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"hu", |
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"hy", |
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"ia", |
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"id", |
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"ie", |
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"ig", |
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"ii", |
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"ik", |
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"ilo", |
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"inh", |
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"io", |
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"is", |
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"it", |
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"iu", |
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"ja", |
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"jam", |
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"jbo", |
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"jv", |
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"ka", |
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"kaa", |
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"kab", |
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"kbd", |
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"kbp", |
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"kg", |
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"ki", |
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"kj", |
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"kk", |
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"kl", |
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"km", |
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"kn", |
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"ko", |
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"koi", |
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"krc", |
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"ks", |
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"ksh", |
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"ku", |
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"kv", |
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"kw", |
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"ky", |
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"la", |
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"lad", |
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"lb", |
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"lbe", |
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"lez", |
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"lfn", |
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"lg", |
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"li", |
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"lij", |
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"lmo", |
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"ln", |
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"lo", |
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"lrc", |
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"lt", |
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"ltg", |
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"lv", |
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"mai", |
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"map-bms", |
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"mdf", |
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"mg", |
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"mh", |
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"mhr", |
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"mi", |
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"min", |
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"mk", |
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"ml", |
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"mn", |
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"mr", |
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"mrj", |
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"ms", |
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"mt", |
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"mus", |
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"mwl", |
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"my", |
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"myv", |
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"mzn", |
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"na", |
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"nah", |
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"nap", |
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"nds", |
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"nds-nl", |
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"ne", |
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"new", |
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"ng", |
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"nl", |
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"nn", |
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"no", |
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"nov", |
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"nrm", |
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"nso", |
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"nv", |
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"ny", |
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"oc", |
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"olo", |
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"om", |
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"or", |
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"os", |
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"pa", |
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"pag", |
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"pam", |
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"pap", |
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"pcd", |
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"pdc", |
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"pfl", |
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"pi", |
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"pih", |
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"pl", |
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"pms", |
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"pnb", |
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"pnt", |
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"ps", |
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"pt", |
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"qu", |
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"rm", |
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"rmy", |
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"rn", |
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"ro", |
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"roa-rup", |
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"roa-tara", |
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"ru", |
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"rue", |
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"rw", |
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"sa", |
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"sah", |
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"sat", |
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"sc", |
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"scn", |
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"sco", |
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"sd", |
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"se", |
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"sg", |
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"sh", |
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"si", |
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"simple", |
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"sk", |
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"sl", |
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"sm", |
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"sn", |
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"so", |
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"sq", |
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"sr", |
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"srn", |
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"ss", |
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"st", |
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"stq", |
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"su", |
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"sv", |
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"sw", |
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"szl", |
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"ta", |
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"tcy", |
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"te", |
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"tet", |
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"tg", |
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"th", |
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"ti", |
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"tk", |
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"tl", |
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"tn", |
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"to", |
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"tpi", |
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"tr", |
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"ts", |
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"tt", |
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"tum", |
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"tw", |
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"ty", |
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"tyv", |
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"udm", |
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"ug", |
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"uk", |
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"ur", |
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"uz", |
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"ve", |
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"vec", |
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"vep", |
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"vi", |
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"vls", |
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"vo", |
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"wa", |
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"war", |
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"wo", |
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"wuu", |
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"xal", |
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"xh", |
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"xmf", |
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"yi", |
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"yo", |
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"za", |
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"zea", |
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"zh", |
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"zh-classical", |
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"zh-min-nan", |
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"zh-yue", |
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"zu", |
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] |
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MEDIA_ALIASES = { |
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"ab": ["Медиа", "Файл", "Афаил", "Амедиа", "Изображение"], |
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"ace": ["Beureukaih", "Gambar", "Alat", "Berkas"], |
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"ady": ["Медиа"], |
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"af": ["Lêer", "Beeld"], |
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"als": ["Medium", "Datei", "Bild"], |
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"am": ["ፋይል", "ስዕል"], |
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"an": ["Imachen", "Imagen"], |
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"ang": ["Ymele", "Biliþ"], |
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"ar": ["ميديا", "صورة", "وسائط", "ملف"], |
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"arc": ["ܠܦܦܐ", "ܡܝܕܝܐ"], |
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"arz": ["ميديا", "صورة", "وسائط", "ملف"], |
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"as": ["চিত্ৰ", "चित्र", "চিত্র", "মাধ্যম"], |
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"ast": ["Imaxen", "Ficheru", "Imaxe", "Archivu", "Imagen", "Medios"], |
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"atj": ["Tipatcimoctakewin", "Natisinahikaniwoc"], |
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"av": ["Медиа", "Файл", "Изображение"], |
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"ay": ["Medio", "Archivo", "Imagen"], |
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"az": ["Mediya", "Şəkil", "Fayl"], |
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"azb": ["رسانه", "تصویر", "مدیا", "فایل", "رسانهای"], |
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"ba": ["Медиа", "Рәсем", "Файл", "Изображение"], |
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"bar": ["Medium", "Datei", "Bild"], |
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"bat-smg": ["Vaizdas", "Medėjė", "Abruozdielis"], |
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"bcl": ["Medio", "Ladawan"], |
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"be": ["Мультымедыя", "Файл", "Выява"], |
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"be-x-old": ["Мэдыя", "Файл", "Выява"], |
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"bg": ["Медия", "Файл", "Картинка"], |
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"bh": ["मीडिया", "चित्र"], |
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"bjn": ["Barakas", "Gambar", "Berkas"], |
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"bm": ["Média", "Fichier"], |
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"bn": ["চিত্র", "মিডিয়া"], |
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"bpy": ["ছবি", "মিডিয়া"], |
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"br": ["Skeudenn", "Restr"], |
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"bs": ["Mediji", "Slika", "Datoteka", "Medija"], |
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"bug": ["Gambar", "Berkas"], |
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"bxr": ["Файл", "Меди", "Изображение"], |
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"ca": ["Fitxer", "Imatge"], |
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"cbk-zam": ["Medio", "Archivo", "Imagen"], |
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"cdo": ["文件", "媒體", "圖像", "檔案"], |
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"ce": ["Хlум", "Медиа", "Сурт", "Файл", "Медйа", "Изображение"], |
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"ceb": ["Payl", "Medya", "Imahen"], |
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"ch": ["Litratu"], |
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"ckb": ["میدیا", "پەڕگە"], |
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"co": ["Immagine"], |
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"crh": ["Медиа", "Resim", "Файл", "Fayl", "Ресим"], |
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"cs": ["Soubor", "Média", "Obrázok"], |
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"csb": ["Òbrôzk", "Grafika"], |
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"cu": ["Видъ", "Ви́дъ", "Дѣло", "Срѣдьства"], |
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"cv": ["Медиа", "Ӳкерчĕк", "Изображение"], |
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"cy": ["Delwedd"], |
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"da": ["Billede", "Fil"], |
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"de": ["Medium", "Datei", "Bild"], |
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"din": ["Ciɛl", "Apamduööt"], |
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"diq": ["Medya", "Dosya"], |
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"dsb": ["Wobraz", "Dataja", "Bild", "Medija"], |
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"dty": ["चित्र", "मिडिया"], |
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"dv": ["ފައިލު", "މީޑިއާ", "ފައިލް"], |
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"el": ["Εικόνα", "Αρχείο", "Μέσο", "Μέσον"], |
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"eml": ["Immagine"], |
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"eo": ["Dosiero", "Aŭdvidaĵo"], |
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"es": ["Medio", "Archivo", "Imagen"], |
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"et": ["Pilt", "Fail", "Meedia"], |
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"eu": ["Irudi", "Fitxategi"], |
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"ext": ["Archivu", "Imagen", "Mediu"], |
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"fa": ["رسانه", "تصویر", "مدیا", "پرونده", "رسانهای"], |
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"ff": ["Média", "Fichier"], |
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"fi": ["Kuva", "Tiedosto"], |
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"fiu-vro": ["Pilt", "Meediä"], |
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"fo": ["Miðil", "Mynd"], |
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"fr": ["Média", "Fichier"], |
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"frp": ["Émâge", "Fichiér", "Mèdia"], |
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"frr": ["Medium", "Datei", "Bild"], |
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"fur": ["Immagine", "Figure"], |
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"fy": ["Ofbyld"], |
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"ga": ["Íomhá", "Meán"], |
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"gag": ["Mediya", "Medya", "Resim", "Dosya", "Dosye"], |
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"gan": ["媒体文件", "文件", "文檔", "档案", "媒體", "图像", "圖像", "媒体", "檔案"], |
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"gd": ["Faidhle", "Meadhan"], |
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"gl": ["Imaxe", "Ficheiro", "Arquivo", "Imagem"], |
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"glk": ["رسانه", "تصویر", "پرونده", "فاىل", "رسانهای", "مديا"], |
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"gn": ["Medio", "Imagen", "Ta'ãnga"], |
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"gom": ["माध्यम", "मिडिया", "फायल"], |
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"gor": ["Gambar", "Berkas"], |
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"got": ["𐍆𐌴𐌹𐌻𐌰"], |
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"gu": ["દ્રશ્ય-શ્રાવ્ય (મિડિયા)", "દ્રશ્ય-શ્રાવ્ય_(મિડિયા)", "ચિત્ર"], |
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"gv": ["Coadan", "Meanyn"], |
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"hak": ["文件", "媒體", "圖像", "檔案"], |
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"haw": ["Kiʻi", "Waihona", "Pāpaho"], |
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"he": ["תמונה", "קו", "מדיה", "קובץ"], |
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"hi": ["मीडिया", "चित्र"], |
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"hif": ["file", "saadhan"], |
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"hr": ["Mediji", "DT", "Slika", "F", "Datoteka"], |
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"hsb": ["Wobraz", "Dataja", "Bild"], |
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"ht": ["Imaj", "Fichye", "Medya"], |
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"hu": ["Kép", "Fájl", "Média"], |
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"hy": ["Պատկեր", "Մեդիա"], |
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"ia": ["Imagine", "Multimedia"], |
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"id": ["Gambar", "Berkas"], |
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"ig": ["Nká", "Midia", "Usòrò", "Ákwúkwó orünotu", "Ákwúkwó_orünotu"], |
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"ii": ["媒体文件", "文件", "档案", "图像", "媒体"], |
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"ilo": ["Midia", "Papeles"], |
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"inh": ["Медиа", "Файл", "Изображение"], |
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"io": ["Imajo", "Arkivo"], |
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"is": ["Miðill", "Mynd"], |
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"it": ["Immagine"], |
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"ja": ["メディア", "ファイル", "画像"], |
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"jbo": ["velsku", "datnyvei"], |
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"jv": ["Barkas", "Medhia", "Gambar", "Médhia"], |
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"ka": ["მედია", "სურათი", "ფაილი"], |
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"kaa": ["Swret", "Таспа", "سۋرەت", "Taspa", "Su'wret", "Сурет", "تاسپا"], |
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"kab": ["Tugna"], |
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"kbd": ["Медиа", "Файл"], |
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"kbp": ["Média", "Fichier"], |
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"kg": ["Fisye"], |
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"kk": ["Swret", "سۋرەت", "Таспа", "Taspa", "Сурет", "تاسپا"], |
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"kl": ["Billede", "Fiileq", "Fil"], |
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"km": ["ឯកសារ", "រូបភាព", "មេឌា", "មីឌា"], |
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"kn": ["ಚಿತ್ರ", "ಮೀಡಿಯ"], |
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"ko": ["미디어", "파일", "그림"], |
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"koi": ["Медиа", "Файл", "Изображение"], |
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"krc": ["Медиа", "Файл", "Изображение"], |
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"ks": ["میڈیا", "فَیِل"], |
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"ksh": ["Beld", "Meedije", "Medie", "Belld", "Medium", "Datei", "Meedijum", "Bild"], |
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"ku": ["میدیا", "پەڕگە", "Medya", "Wêne"], |
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"kv": ["Медиа", "Файл", "Изображение"], |
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"kw": ["Restren"], |
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"ky": ["Медиа", "Файл"], |
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"la": ["Imago", "Fasciculus"], |
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"lad": ["Dossia", "Medya", "Archivo", "Dosya", "Imagen", "Meddia"], |
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"lb": ["Fichier", "Bild"], |
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"lbe": ["Медиа", "Сурат", "Изображение"], |
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"lez": ["Медиа", "Mediya", "Файл", "Şəkil", "Изображение"], |
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"lfn": ["Fix"], |
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"li": ["Afbeelding", "Plaetje", "Aafbeilding"], |
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"lij": ["Immaggine", "Immagine"], |
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"lmo": ["Immagine", "Imàjine", "Archivi"], |
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"ln": ["Média", "Fichier"], |
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"lo": ["ສື່ອ", "ສື່", "ຮູບ"], |
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"lrc": ["رسانه", "تصویر", "رسانهای", "جانیا", "أسگ", "ڤارئسگأر"], |
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"lt": ["Vaizdas", "Medija"], |
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"ltg": ["Medeja", "Fails"], |
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"lv": ["Attēls"], |
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"mai": ["मेडिया", "फाइल"], |
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"map-bms": ["Barkas", "Medhia", "Gambar", "Médhia"], |
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"mdf": ["Медиа", "Няйф", "Изображение"], |
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"mg": ["Rakitra", "Sary", "Média"], |
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"mhr": ["Медиа", "Файл", "Изображение"], |
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"min": ["Gambar", "Berkas"], |
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"mk": ["Податотека", "Медија", "Медиум", "Слика"], |
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"ml": ["പ്രമാണം", "ചി", "മീഡിയ", "പ്ര", "ചിത്രം"], |
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"mn": ["Медиа", "Файл", "Зураг"], |
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"mr": ["चित्र", "मिडिया"], |
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"mrj": ["Медиа", "Файл", "Изображение"], |
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"ms": ["Fail", "Imej"], |
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"mt": ["Midja", "Medja", "Stampa"], |
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"mwl": ["Multimédia", "Fexeiro", "Ficheiro", "Arquivo", "Imagem"], |
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"my": ["ဖိုင်", "မီဒီယာ"], |
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"myv": ["Медия", "Артовкс", "Изображение"], |
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"mzn": ["رسانه", "تصویر", "مهدیا", "مدیا", "پرونده", "رسانهای"], |
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"nah": ["Mēdiatl", "Īxiptli", "Imagen"], |
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"nap": ["Fiùra", "Immagine"], |
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"nds": ["Datei", "Bild"], |
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"nds-nl": ["Ofbeelding", "Afbeelding", "Bestaand"], |
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"ne": ["मीडिया", "चित्र"], |
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"new": ["किपा", "माध्यम"], |
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"nl": ["Bestand", "Afbeelding"], |
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"nn": ["Fil", "Bilde", "Filpeikar"], |
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"no": ["Fil", "Medium", "Bilde"], |
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"nov": [], |
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"nrm": ["Média", "Fichier"], |
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"nso": ["Seswantšho"], |
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"nv": ["Eʼelyaaígíí"], |
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"oc": ["Imatge", "Fichièr", "Mèdia"], |
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"olo": ["Kuva", "Medii", "Failu"], |
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"or": ["ମାଧ୍ୟମ", "ଫାଇଲ"], |
|
"os": ["Ныв", "Медиа", "Файл", "Изображение"], |
|
"pa": ["ਤਸਵੀਰ", "ਮੀਡੀਆ"], |
|
"pcd": ["Média", "Fichier"], |
|
"pdc": ["Medium", "Datei", "Bild", "Feil"], |
|
"pfl": ["Dadai", "Medium", "Datei", "Bild"], |
|
"pi": ["मीडिया", "पटिमा"], |
|
"pl": ["Plik", "Grafika"], |
|
"pms": ["Figura", "Immagine"], |
|
"pnb": ["میڈیا", "تصویر", "فائل"], |
|
"pnt": ["Εικόνα", "Αρχείον", "Εικόναν", "Μέσον"], |
|
"ps": ["انځور", "رسنۍ", "دوتنه"], |
|
"pt": ["Multimédia", "Ficheiro", "Arquivo", "Imagem"], |
|
"qu": ["Midya", "Imagen", "Rikcha"], |
|
"rm": ["Multimedia", "Datoteca"], |
|
"rmy": ["Fişier", "Mediya", "Chitro", "Imagine"], |
|
"ro": ["Fişier", "Imagine", "Fișier"], |
|
"roa-rup": ["Fişier", "Imagine", "Fișier"], |
|
"roa-tara": ["Immagine"], |
|
"ru": ["Медиа", "Файл", "Изображение"], |
|
"rue": ["Медіа", "Медиа", "Файл", "Изображение", "Зображення"], |
|
"rw": ["Dosiye", "Itangazamakuru"], |
|
"sa": ["चित्रम्", "माध्यमम्", "सञ्चिका", "माध्यम", "चित्रं"], |
|
"sah": ["Миэдьийэ", "Ойуу", "Билэ", "Изображение"], |
|
"sat": ["ᱨᱮᱫ", "ᱢᱤᱰᱤᱭᱟ"], |
|
"sc": ["Immàgini"], |
|
"scn": ["Immagine", "Mmàggini", "Mèdia"], |
|
"sd": ["عڪس", "ذريعات", "فائل"], |
|
"se": ["Fiila"], |
|
"sg": ["Média", "Fichier"], |
|
"sh": ["Mediji", "Slika", "Медија", "Datoteka", "Medija", "Слика"], |
|
"si": ["රූපය", "මාධ්යය", "ගොනුව"], |
|
"sk": ["Súbor", "Obrázok", "Médiá"], |
|
"sl": ["Slika", "Datoteka"], |
|
"sq": ["Figura", "Skeda"], |
|
"sr": ["Датотека", "Medij", "Slika", "Медија", "Datoteka", "Медиј", "Medija", "Слика"], |
|
"srn": ["Afbeelding", "Gefre"], |
|
"stq": ["Bielde", "Bild"], |
|
"su": ["Média", "Gambar"], |
|
"sv": ["Fil", "Bild"], |
|
"sw": ["Faili", "Picha"], |
|
"szl": ["Plik", "Grafika"], |
|
"ta": ["படிமம்", "ஊடகம்"], |
|
"tcy": ["ಮಾದ್ಯಮೊ", "ಫೈಲ್"], |
|
"te": ["ఫైలు", "దస్త్రం", "బొమ్మ", "మీడియా"], |
|
"tet": ["Imajen", "Arquivo", "Imagem"], |
|
"tg": ["Акс", "Медиа"], |
|
"th": ["ไฟล์", "สื่อ", "ภาพ"], |
|
"ti": ["ፋይል", "ሜድያ"], |
|
"tk": ["Faýl"], |
|
"tl": ["Midya", "Talaksan"], |
|
"tpi": ["Fail"], |
|
"tr": ["Medya", "Resim", "Dosya", "Ortam"], |
|
"tt": ["Медиа", "Рәсем", "Файл", "Räsem", "Изображение"], |
|
"ty": ["Média", "Fichier"], |
|
"tyv": ["Медиа", "Файл", "Изображение"], |
|
"udm": ["Медиа", "Файл", "Суред", "Изображение"], |
|
"ug": ["ۋاسىتە", "ھۆججەت"], |
|
"uk": ["Медіа", "Медиа", "Файл", "Изображение", "Зображення"], |
|
"ur": ["میڈیا", "تصویر", "وسیط", "زریعہ", "فائل", "ملف"], |
|
"uz": ["Mediya", "Tasvir", "Fayl"], |
|
"vec": ["Immagine", "Imàjine", "Mèdia"], |
|
"vep": ["Pilt", "Fail"], |
|
"vi": ["Phương_tiện", "Tập_tin", "Hình", "Tập tin", "Phương tiện"], |
|
"vls": ["Afbeelding", "Ofbeeldienge"], |
|
"vo": ["Ragiv", "Magod", "Nünamakanäd"], |
|
"wa": ["Imådje"], |
|
"war": ["Medya", "Fayl", "Paypay"], |
|
"wo": ["Xibaarukaay", "Dencukaay"], |
|
"wuu": ["文件", "档案", "图像", "媒体"], |
|
"xal": ["Аһар", "Боомг", "Изображение", "Зург"], |
|
"xmf": ["მედია", "სურათი", "ფაილი"], |
|
"yi": ["מעדיע", "תמונה", "טעקע", "בילד"], |
|
"yo": ["Fáìlì", "Amóhùnmáwòrán", "Àwòrán"], |
|
"za": ["媒体文件", "文件", "档案", "图像", "媒体"], |
|
"zea": ["Afbeelding", "Plaetje"], |
|
"zh": ["媒体文件", "F", "文件", "媒體", "档案", "图像", "圖像", "媒体", "檔案"], |
|
"zh-classical": ["文件", "媒體", "圖像", "檔案"], |
|
"zh-min-nan": ["tóng-àn", "文件", "媒體", "Mûi-thé", "圖像", "檔案"], |
|
"zh-yue": ["檔", "档", "文件", "图", "媒體", "圖", "档案", "图像", "圖像", "媒体", "檔案"], |
|
} |
|
|
|
|
|
|
|
CAT_ALIASES = { |
|
"ab": ["Категория", "Акатегориа"], |
|
"ace": ["Kawan", "Kategori"], |
|
"af": ["Kategorie"], |
|
"ak": ["Nkyekyem"], |
|
"als": ["Kategorie"], |
|
"am": ["መደብ"], |
|
"an": ["Categoría"], |
|
"ang": ["Flocc"], |
|
"ar": ["تصنيف"], |
|
"arc": ["ܣܕܪܐ"], |
|
"arz": ["تصنيف"], |
|
"as": ["CAT", "শ্ৰেণী", "श्रेणी", "শ্রেণী"], |
|
"ast": ["Categoría"], |
|
"atj": ["Tipanictawin"], |
|
"av": ["Категория"], |
|
"ay": ["Categoría"], |
|
"az": ["Kateqoriya"], |
|
"azb": ["بؤلمه"], |
|
"ba": ["Төркөм", "Категория"], |
|
"bar": ["Kategorie"], |
|
"bat-smg": ["Kategorija", "Kateguorėjė"], |
|
"bcl": ["Kategorya"], |
|
"be": ["Катэгорыя"], |
|
"be-x-old": ["Катэгорыя"], |
|
"bg": ["Категория"], |
|
"bh": ["श्रेणी"], |
|
"bjn": ["Tumbung", "Kategori"], |
|
"bm": ["Catégorie"], |
|
"bn": ["বিষয়শ্রেণী", "വിഭാഗം"], |
|
"bpy": ["থাক"], |
|
"br": ["Rummad"], |
|
"bs": ["Kategorija"], |
|
"bug": ["Kategori"], |
|
"bxr": ["Категори", "Категория"], |
|
"ca": ["Categoria"], |
|
"cbk-zam": ["Categoría"], |
|
"cdo": ["分類"], |
|
"ce": ["Категори", "Тоба", "Кадегар"], |
|
"ceb": ["Kategoriya"], |
|
"ch": ["Katigoria"], |
|
"ckb": ["پ", "پۆل"], |
|
"co": ["Categoria"], |
|
"crh": ["Категория", "Kategoriya"], |
|
"cs": ["Kategorie"], |
|
"csb": ["Kategòrëjô"], |
|
"cu": ["Катигорї", "Категория", "Катигорїꙗ"], |
|
"cv": ["Категори"], |
|
"cy": ["Categori"], |
|
"da": ["Kategori"], |
|
"de": ["Kategorie"], |
|
"din": ["Bekätakthook"], |
|
"diq": ["Kategoriye", "Kategori"], |
|
"dsb": ["Kategorija"], |
|
"dty": ["श्रेणी"], |
|
"dv": ["ޤިސްމު"], |
|
"el": ["Κατηγορία"], |
|
"eml": ["Categoria"], |
|
"eo": ["Kategorio"], |
|
"es": ["CAT", "Categoría"], |
|
"et": ["Kategooria"], |
|
"eu": ["Kategoria"], |
|
"ext": ["Categoría", "Categoria"], |
|
"fa": ["رده"], |
|
"ff": ["Catégorie"], |
|
"fi": ["Luokka"], |
|
"fiu-vro": ["Katõgooria"], |
|
"fo": ["Bólkur"], |
|
"fr": ["Catégorie"], |
|
"frp": ["Catègorie"], |
|
"frr": ["Kategorie"], |
|
"fur": ["Categorie"], |
|
"fy": ["Kategory"], |
|
"ga": ["Rang", "Catagóir"], |
|
"gag": ["Kategori", "Kategoriya"], |
|
"gan": ["分類", "分类"], |
|
"gd": ["Roinn-seòrsa"], |
|
"gl": ["Categoría"], |
|
"glk": ["جرگه", "رده"], |
|
"gn": ["Ñemohenda"], |
|
"gom": ["वर्ग", "श्रेणी"], |
|
"gor": ["Dalala"], |
|
"got": ["𐌷𐌰𐌽𐍃𐌰"], |
|
"gu": ["શ્રેણી", "CAT", "શ્રે"], |
|
"gv": ["Ronney"], |
|
"hak": ["分類"], |
|
"haw": ["Māhele"], |
|
"he": ["קטגוריה", "קט"], |
|
"hi": ["श्र", "श्रेणी"], |
|
"hif": ["vibhag"], |
|
"hr": ["CT", "KT", "Kategorija"], |
|
"hsb": ["Kategorija"], |
|
"ht": ["Kategori"], |
|
"hu": ["Kategória"], |
|
"hy": ["Կատեգորիա"], |
|
"ia": ["Categoria"], |
|
"id": ["Kategori"], |
|
"ie": ["Categorie"], |
|
"ig": ["Ébéonọr", "Òtù"], |
|
"ii": ["分类"], |
|
"ilo": ["Kategoria"], |
|
"inh": ["ОагӀат"], |
|
"io": ["Kategorio"], |
|
"is": ["Flokkur"], |
|
"it": ["CAT", "Categoria"], |
|
"ja": ["カテゴリ"], |
|
"jbo": ["klesi"], |
|
"jv": ["Kategori"], |
|
"ka": ["კატეგორია"], |
|
"kaa": ["Sanat", "Kategoriya", "Санат", "سانات"], |
|
"kab": ["Taggayt"], |
|
"kbd": ["Категория", "Категориэ"], |
|
"kbp": ["Catégorie"], |
|
"kg": ["Kalasi"], |
|
"kk": ["Sanat", "Санат", "سانات"], |
|
"kl": ["Sumut_atassuseq", "Kategori", "Sumut atassuseq"], |
|
"km": ["ចំនាត់ថ្នាក់ក្រុម", "ចំណាត់ក្រុម", "ចំណាត់ថ្នាក់ក្រុម"], |
|
"kn": ["ವರ್ಗ"], |
|
"ko": ["분류"], |
|
"koi": ["Категория"], |
|
"krc": ["Категория"], |
|
"ks": ["زٲژ"], |
|
"ksh": ["Saachjropp", "Saachjrop", "Katejori", "Kategorie", "Saachjrupp", "Kattejori", "Sachjrop"], |
|
"ku": ["Kategorî", "پۆل"], |
|
"kv": ["Категория"], |
|
"kw": ["Class", "Klass"], |
|
"ky": ["Категория"], |
|
"la": ["Categoria"], |
|
"lad": ["Kateggoría", "Katēggoría", "Categoría"], |
|
"lb": ["Kategorie"], |
|
"lbe": ["Категория"], |
|
"lez": ["Категория"], |
|
"lfn": ["Categoria"], |
|
"li": ["Categorie", "Kategorie"], |
|
"lij": ["Categorîa", "Categoria"], |
|
"lmo": ["Categuria", "Categoria"], |
|
"ln": ["Catégorie"], |
|
"lo": ["ໝວດ"], |
|
"lrc": ["دأسە"], |
|
"lt": ["Kategorija"], |
|
"ltg": ["Kategoreja"], |
|
"lv": ["Kategorija"], |
|
"mai": ["CA", "श्रेणी"], |
|
"map-bms": ["Kategori"], |
|
"mdf": ["Категорие", "Категория"], |
|
"mg": ["Sokajy", "Catégorie"], |
|
"mhr": ["Категория", "Категорий"], |
|
"min": ["Kategori"], |
|
"mk": ["Категорија"], |
|
"ml": ["വിഭാഗം", "വി", "വർഗ്ഗം", "വ"], |
|
"mn": ["Ангилал"], |
|
"mr": ["वर्ग"], |
|
"mrj": ["Категори", "Категория"], |
|
"ms": ["Kategori"], |
|
"mt": ["Kategorija"], |
|
"mwl": ["Catadorie", "Categoria"], |
|
"my": ["ကဏ္ဍ"], |
|
"myv": ["Категория"], |
|
"mzn": ["رج", "رده"], |
|
"nah": ["Neneuhcāyōtl", "Categoría"], |
|
"nap": ["Categurìa", "Categoria"], |
|
"nds": ["Kategorie"], |
|
"nds-nl": ["Categorie", "Kattegerie", "Kategorie"], |
|
"ne": ["श्रेणी"], |
|
"new": ["पुचः"], |
|
"nl": ["Categorie"], |
|
"nn": ["Kategori"], |
|
"no": ["Kategori"], |
|
"nrm": ["Catégorie"], |
|
"nso": ["Setensele"], |
|
"nv": ["Tʼááłáhági_átʼéego", "Tʼááłáhági átʼéego"], |
|
"oc": ["Categoria"], |
|
"olo": ["Kategourii"], |
|
"or": ["ବିଭାଗ", "ଶ୍ରେଣୀ"], |
|
"os": ["Категори"], |
|
"pa": ["ਸ਼੍ਰੇਣੀ"], |
|
"pcd": ["Catégorie"], |
|
"pdc": ["Abdeeling", "Kategorie"], |
|
"pfl": ["Kadegorie", "Sachgrubb", "Kategorie"], |
|
"pi": ["विभाग"], |
|
"pl": ["Kategoria"], |
|
"pms": ["Categorìa"], |
|
"pnb": ["گٹھ"], |
|
"pnt": ["Κατηγορίαν"], |
|
"ps": ["وېشنيزه"], |
|
"pt": ["Categoria"], |
|
"qu": ["Katiguriya"], |
|
"rm": ["Categoria"], |
|
"rmy": ["Shopni"], |
|
"ro": ["Categorie"], |
|
"roa-rup": ["Categorie"], |
|
"roa-tara": ["Categoria"], |
|
"ru": ["Категория", "К"], |
|
"rue": ["Категория", "Катеґорія"], |
|
"rw": ["Ikiciro"], |
|
"sa": ["वर्गः"], |
|
"sah": ["Категория"], |
|
"sat": ["ᱛᱷᱚᱠ"], |
|
"sc": ["Categoria"], |
|
"scn": ["Catigurìa"], |
|
"sd": ["زمرو"], |
|
"se": ["Kategoriija"], |
|
"sg": ["Catégorie"], |
|
"sh": ["Kategorija", "Категорија"], |
|
"si": ["ප්රවර්ගය"], |
|
"sk": ["Kategória"], |
|
"sl": ["Kategorija"], |
|
"sq": ["Kategoria", "Kategori"], |
|
"sr": ["Kategorija", "Категорија"], |
|
"srn": ["Categorie", "Guru"], |
|
"stq": ["Kategorie"], |
|
"su": ["Kategori"], |
|
"sv": ["Kategori"], |
|
"sw": ["Jamii"], |
|
"szl": ["Kategoryjo", "Kategoria"], |
|
"ta": ["பகுப்பு"], |
|
"tcy": ["ವರ್ಗೊ"], |
|
"te": ["వర్గం"], |
|
"tet": ["Kategoría", "Kategoria"], |
|
"tg": ["Гурӯҳ"], |
|
"th": ["หมวดหมู่"], |
|
"ti": ["መደብ"], |
|
"tk": ["Kategoriýa"], |
|
"tl": ["Kategorya", "Kaurian"], |
|
"tpi": ["Grup"], |
|
"tr": ["Kategori", "KAT"], |
|
"tt": ["Төркем", "Törkem", "Категория"], |
|
"ty": ["Catégorie"], |
|
"tyv": ["Аңгылал", "Категория"], |
|
"udm": ["Категория"], |
|
"ug": ["تۈر"], |
|
"uk": ["Категория", "Категорія"], |
|
"ur": ["زمرہ"], |
|
"uz": ["Turkum", "Kategoriya"], |
|
"vec": ["Categoria"], |
|
"vep": ["Kategorii"], |
|
"vi": ["Thể_loại", "Thể loại"], |
|
"vls": ["Categorie"], |
|
"vo": ["Klad"], |
|
"wa": ["Categoreye"], |
|
"war": ["Kaarangay"], |
|
"wo": ["Wàll", "Catégorie"], |
|
"wuu": ["分类"], |
|
"xal": ["Янз", "Әәшл"], |
|
"xmf": ["კატეგორია"], |
|
"yi": ["קאטעגאריע", "קאַטעגאָריע"], |
|
"yo": ["Ẹ̀ka"], |
|
"za": ["分类"], |
|
"zea": ["Categorie"], |
|
"zh": ["分类", "分類", "CAT"], |
|
"zh-classical": ["分類", "CAT"], |
|
"zh-min-nan": ["分類", "Lūi-pia̍t"], |
|
"zh-yue": ["分类", "分類", "类", "類"], |
|
} |
|
|
|
_BASE_URL_TMPL = "https://dumps.wikimedia.org/{lang}wiki/{date}/" |
|
_INFO_FILE = "dumpstatus.json" |
|
|
|
|
|
_VERSION = datasets.Version("2.0.0", "") |
|
_GiB_SIZE_IDENTIFIER = 1.074e+9 |
|
|
|
class WikipediaConfig(datasets.BuilderConfig): |
|
"""BuilderConfig for Wikipedia.""" |
|
|
|
def __init__(self, language=None, date=None, version=_VERSION, |
|
split_size:int=_GiB_SIZE_IDENTIFIER, subset_file_to_process:str=":", |
|
force_rerun_split: bool=False, **kwargs): |
|
"""BuilderConfig for Wikipedia. |
|
|
|
Args: |
|
language: string, the language code for the Wikipedia dump to use. |
|
date: string, date of the Wikipedia dump in YYYYMMDD format. A list of |
|
available dates can be found at https://dumps.wikimedia.org/enwiki/. |
|
**kwargs: keyword arguments forwarded to super. |
|
""" |
|
super().__init__( |
|
name=f"{date}.{language}", |
|
description=f"Wikipedia dataset for {language}, parsed from {date} dump.", |
|
version=version, |
|
**kwargs, |
|
) |
|
self.date = date |
|
self.language = language |
|
self.split_size = split_size |
|
self.force_rerun_split = force_rerun_split |
|
|
|
_subsets = str(subset_file_to_process).split(":") |
|
if len(_subsets) > 2: |
|
raise ValueError(f"Unexpected format of `subset_file_to_process`! Received {subset_file_to_process}!") |
|
elif len(_subsets) == 1: |
|
if _subsets[0] == '': |
|
|
|
self.start_file_split, self.end_file_split = None, None |
|
else: |
|
|
|
_subset_no = int(_subsets[0]) |
|
self.start_file_split, self.end_file_split = _subset_no, _subset_no+1 |
|
else: |
|
if list(_subsets) == ['', ''] : |
|
|
|
self.start_file_split, self.end_file_split = None, None |
|
else: |
|
self.start_file_split, self.end_file_split = int(_subsets[0]), int(_subsets[1])+1 |
|
|
|
_DATE = "20220301" |
|
|
|
|
|
class Wikipedia(datasets.BeamBasedBuilder): |
|
"""Wikipedia dataset.""" |
|
|
|
|
|
BUILDER_CONFIG_CLASS = WikipediaConfig |
|
BUILDER_CONFIGS = [ |
|
WikipediaConfig( |
|
language=lang, |
|
date=_DATE, |
|
) |
|
for lang in WIKIPEDIA_LANGUAGES |
|
] |
|
|
|
def _info(self): |
|
return datasets.DatasetInfo( |
|
description=_DESCRIPTION, |
|
features=datasets.Features( |
|
{ |
|
"id": datasets.Value("string"), |
|
"url": datasets.Value("string"), |
|
"title": datasets.Value("string"), |
|
"text": datasets.Value("string"), |
|
} |
|
), |
|
|
|
supervised_keys=None, |
|
homepage="https://dumps.wikimedia.org", |
|
citation=_CITATION, |
|
) |
|
|
|
def _split_generators(self, dl_manager, pipeline): |
|
def _base_url(lang): |
|
return _BASE_URL_TMPL.format(lang=lang.replace("-", "_"), date=self.config.date) |
|
|
|
lang = self.config.language |
|
|
|
info_url = _base_url(lang) + _INFO_FILE |
|
|
|
downloaded_files = dl_manager.download_and_extract({"info": info_url}) |
|
|
|
xml_urls, is_split_xml = [], [] |
|
total_bytes = 0 |
|
with open(downloaded_files["info"], encoding="utf-8") as f: |
|
dump_info = json.load(f) |
|
multistream_dump_info = dump_info["jobs"]["articlesmultistreamdump"] |
|
assert ( |
|
multistream_dump_info["status"] == "done" |
|
), "Specified dump (%s) multistream status is not 'done': %s" % ( |
|
_base_url(lang), |
|
multistream_dump_info["status"], |
|
) |
|
|
|
for fname, info in multistream_dump_info["files"].items(): |
|
if ".xml" not in fname: |
|
continue |
|
if info["size"] > self.config.split_size: |
|
is_split_xml.append(True) |
|
else: |
|
is_split_xml.append(False) |
|
total_bytes += info["size"] |
|
xml_urls.append(_base_url(lang) + fname) |
|
|
|
|
|
downloaded_files = dl_manager.download({"xml": xml_urls}) |
|
|
|
logger.info("found %s file(s) needs to be splitted", str(sum(is_split_xml))) |
|
downloaded_files = split_bz2_files(downloaded_files, is_split_xml, self.config.split_size, self.config.force_rerun_split) |
|
|
|
|
|
if self.config.start_file_split is not None and self.config.end_file_split is not None: |
|
_new_files = downloaded_files["xml"][self.config.start_file_split:self.config.end_file_split] |
|
if len(_new_files) == 0: |
|
raise ValueError("The config of file splits resulting in zero file to be processed!") |
|
downloaded_files["xml"] = _new_files |
|
|
|
if not pipeline.is_local(): |
|
downloaded_files = dl_manager.ship_files_with_pipeline(downloaded_files, pipeline) |
|
|
|
return [ |
|
datasets.SplitGenerator( |
|
name=datasets.Split.TRAIN, gen_kwargs={"filepaths": downloaded_files["xml"], "language": lang} |
|
) |
|
] |
|
|
|
def _build_pcollection(self, pipeline, filepaths, language): |
|
"""Build PCollection of examples in the raw (text) form.""" |
|
import apache_beam as beam |
|
import mwparserfromhell |
|
|
|
def _extract_content(filepath): |
|
"""Extracts article content from a single WikiMedia XML file.""" |
|
logger.info("generating examples from = %s", filepath) |
|
with beam.io.filesystems.FileSystems.open(filepath) as f: |
|
f = bz2.BZ2File(filename=f) |
|
|
|
utf_f = codecs.getreader("utf-8")(f) |
|
context = etree.iterparse(utf_f, events=("end",)) |
|
for _unused_event, elem in context: |
|
if not elem.tag.endswith("page"): |
|
continue |
|
namespace = elem.tag[:-4] |
|
title = elem.find(f"./{namespace}title").text |
|
ns = elem.find(f"./{namespace}ns").text |
|
id_ = elem.find(f"./{namespace}id").text |
|
red_ = elem.find(f"./{namespace}redirect") |
|
|
|
|
|
if ns != "0": |
|
elem.clear() |
|
continue |
|
|
|
raw_content = elem.find(f"./{namespace}revision/{namespace}text").text |
|
elem.clear() |
|
|
|
|
|
if raw_content is None or red_ is not None: |
|
beam.metrics.Metrics.counter(language, "filtered-redirects").inc() |
|
continue |
|
|
|
beam.metrics.Metrics.counter(language, "extracted-examples").inc() |
|
yield (id_, title, raw_content) |
|
|
|
def _clean_content(inputs, language): |
|
"""Cleans raw wikicode to extract text.""" |
|
id_, title, raw_content = inputs |
|
try: |
|
text = _parse_and_clean_wikicode(raw_content, parser=mwparserfromhell, language=language) |
|
except (mwparserfromhell.parser.ParserError) as e: |
|
beam.metrics.Metrics.counter(language, "parser-error").inc() |
|
logger.error("mwparserfromhell ParseError: %s", e) |
|
return |
|
|
|
if not text: |
|
beam.metrics.Metrics.counter(language, "empty-clean-examples").inc() |
|
return |
|
|
|
url = _construct_url(title, language) |
|
|
|
beam.metrics.Metrics.counter(language, "cleaned-examples").inc() |
|
|
|
yield id_, {"id": id_, "url": url, "title": title, "text": text} |
|
|
|
return ( |
|
pipeline |
|
| "Initialize" >> beam.Create(filepaths) |
|
| "Extract content" >> beam.FlatMap(_extract_content) |
|
| "Distribute" >> beam.transforms.Reshuffle() |
|
| "Clean content" >> beam.FlatMap(_clean_content, language=language) |
|
) |
|
|
|
|
|
def split_bz2_files(downloaded_files_dict:dict, is_split_xml_identifier:bool, |
|
desired_uncompressed_filesize_per_split:int, force_rerun: bool=False): |
|
assert len(downloaded_files_dict.keys())==1, "Unexpected format of arg `downloaded_files_dict`!" |
|
|
|
dict_key = list(downloaded_files_dict.keys())[0] |
|
_dict_value = list(downloaded_files_dict.values())[0] |
|
|
|
assert isinstance(_dict_value, list), f"Expected dict value has type of `list`! Received `{type(_dict_value)}!" |
|
|
|
def _create_chunk_file(filename: str, filecount: int): |
|
_file_name = f"{filename if not filename.endswith('.xml.bz2') else filename[:-8]}_{str(filecount)}" |
|
return bz2.BZ2File(_file_name, 'w'), _file_name |
|
|
|
def _close_and_add_closing_tag(file, is_expected_to_be_opened=True): |
|
if not file.closed: |
|
if not is_expected_to_be_opened: |
|
logger.debug("File isn't closed yet! Closing...") |
|
else: |
|
|
|
|
|
file.write(b'</mediawiki>') |
|
file.close() |
|
|
|
def _preempt_file_with_data(file, list_of_data): |
|
for line in list_of_data: |
|
file.write(line) |
|
|
|
|
|
def _split_data_to_smaller_sizes(filename: str): |
|
"""Extract and split bz2 filenames into smaller ones.""" |
|
|
|
|
|
split_filename = [] |
|
|
|
|
|
header_list, keep_appending_for_header = [], True |
|
|
|
|
|
filecount, line_cnt, text_data_size = 1, 0, 0 |
|
|
|
|
|
logger.info("Reading bz2 file %s for splitting", filename) |
|
bzfile = bz2.BZ2File(filename) |
|
|
|
|
|
chunk_file, chunk_file_name = _create_chunk_file(filename, filecount) |
|
logger.info("Creating new splitted filename %s", chunk_file_name) |
|
|
|
for line in bzfile: |
|
chunk_file.write(line) |
|
|
|
|
|
if keep_appending_for_header: |
|
header_list.append(line) |
|
|
|
|
|
if b'</siteinfo>' in line: |
|
keep_appending_for_header = False |
|
|
|
|
|
line_cnt += 1 |
|
text_data_size += sys.getsizeof(line) |
|
|
|
|
|
if b'</page>\n' in line and text_data_size > desired_uncompressed_filesize_per_split: |
|
_close_and_add_closing_tag(chunk_file) |
|
|
|
|
|
logger.debug("total new data %s has reached the threshold of %s after %d line(s)", str(text_data_size), str(desired_uncompressed_filesize_per_split), line_cnt) |
|
split_filename.append(chunk_file_name) |
|
|
|
|
|
text_data_size = 0 |
|
line_cnt = 0 |
|
filecount += 1 |
|
|
|
logger.info("creating new splitted filename %s", chunk_file_name) |
|
chunk_file, chunk_file_name = _create_chunk_file(filename, filecount) |
|
_preempt_file_with_data(chunk_file, header_list) |
|
|
|
|
|
_close_and_add_closing_tag(chunk_file, is_expected_to_be_opened=False) |
|
|
|
return split_filename |
|
|
|
new_filename_collection = [] |
|
for iter_idx, _filename in enumerate(_dict_value): |
|
if is_split_xml_identifier[iter_idx]: |
|
_full_path_dir = _filename.split("/") |
|
_folder_name = "/".join(_full_path_dir[:-1]) |
|
_init_filename = _full_path_dir[-1] |
|
detected_split_filenames = sorted([os.path.join(_folder_name, file) for file in os.listdir(_folder_name) if bool(re.match(f"{_init_filename}_\d+", file))]) |
|
|
|
if force_rerun or len(detected_split_filenames)==0: |
|
if force_rerun: |
|
logger.debug("force rerun true") |
|
elif len(detected_split_filenames)==0: |
|
logger.debug("no detected split names") |
|
logger.info("splitting file %s", _filename) |
|
splitted_filenames = _split_data_to_smaller_sizes(_filename) |
|
logger.info("file has been splitted to %s", len(splitted_filenames)) |
|
new_filename_collection.extend(splitted_filenames) |
|
else: |
|
logger.info("existing file(s) found with total files of %d", len(detected_split_filenames)) |
|
new_filename_collection.extend(detected_split_filenames) |
|
|
|
else: |
|
new_filename_collection.append(_filename) |
|
|
|
return {dict_key: new_filename_collection} |
|
|
|
|
|
def _parse_and_clean_wikicode(raw_content, parser, language): |
|
"""Strips formatting and unwanted sections from raw page content.""" |
|
wikicode = parser.parse(raw_content) |
|
|
|
|
|
re_rm_magic = re.compile("__[A-Z]*__", flags=re.UNICODE) |
|
|
|
|
|
media_prefixes = "|".join(["File", "Image", "Media"] + MEDIA_ALIASES.get(language, [])) |
|
re_rm_wikilink = re.compile(f"^(?:{media_prefixes}):", flags=re.IGNORECASE | re.UNICODE) |
|
|
|
def rm_wikilink(obj): |
|
return bool(re_rm_wikilink.match(str(obj.title))) |
|
|
|
|
|
def rm_tag(obj): |
|
return str(obj.tag) in {"ref", "table"} |
|
|
|
|
|
cat_prefixes = "|".join(["Category"] + CAT_ALIASES.get(language, [])) |
|
re_clean_wikilink = re.compile(f"^(?:{cat_prefixes}):", flags=re.IGNORECASE | re.UNICODE) |
|
|
|
def is_category(obj): |
|
return bool(re_clean_wikilink.match(str(obj.title))) |
|
|
|
def clean_wikilink(obj): |
|
text = obj.__strip__() |
|
text = re.sub(re_clean_wikilink, "", text) |
|
obj.text = text |
|
|
|
def try_replace_obj(obj): |
|
try: |
|
clean_wikilink(obj) |
|
except ValueError: |
|
|
|
pass |
|
|
|
def try_remove_obj(obj, section): |
|
try: |
|
section.remove(obj) |
|
except ValueError: |
|
|
|
pass |
|
|
|
section_text = [] |
|
|
|
for section in wikicode.get_sections(flat=True, include_lead=True, include_headings=True): |
|
for obj in section.ifilter_wikilinks(recursive=True): |
|
if rm_wikilink(obj): |
|
try_remove_obj(obj, section) |
|
elif is_category(obj): |
|
try_replace_obj(obj) |
|
for obj in section.ifilter_tags(matches=rm_tag, recursive=True): |
|
try_remove_obj(obj, section) |
|
|
|
section_text.append(re.sub(re_rm_magic, "", section.strip_code().strip())) |
|
return "\n\n".join(section_text) |
|
|
|
|
|
def _construct_url(title, language): |
|
|
|
return f"https://{language}.wikipedia.org/wiki/{quote(title)}" |
|
|
