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spaCy/spacy/lang/char_classes.py
Jacobo Myerston 3e8bc1272f
add punctuation to grc (#11426) 
* add punctuation to grc

Add support for special editorial punctuation that is common in ancient Greek texts.  Ancient Greek texts, as found in digital and print form, have been largely edited by scholars. Restorations and improvements are normally marked with special characters that need to be handled properly by the tokenizer.

* add unit tests

* simplify regex

* move generic quotes to char classes

* rename unit test

* fix regex

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

Co-authored-by: svlandeg <svlandeg@github.com>
Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
2022-09-27 11:38:56 +02:00

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This file contains ambiguous Unicode characters

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split_chars = lambda char: list(char.strip().split(" "))
merge_chars = lambda char: char.strip().replace(" ", "|")
group_chars = lambda char: char.strip().replace(" ", "")
_ethiopic = r"\u1200-\u137F"
_bengali = r"\u0980-\u09FF"
_hebrew = r"\u0591-\u05F4\uFB1D-\uFB4F"
_hindi = r"\u0900-\u097F"
_kannada = r"\u0C80-\u0CFF"
_tamil = r"\u0B80-\u0BFF"
_telugu = r"\u0C00-\u0C7F"
# from the final table in: https://en.wikipedia.org/wiki/CJK_Unified_Ideographs
_cjk = (
r"\u4E00-\u62FF\u6300-\u77FF\u7800-\u8CFF\u8D00-\u9FFF\u3400-\u4DBF"
r"\U00020000-\U000215FF\U00021600-\U000230FF\U00023100-\U000245FF"
r"\U00024600-\U000260FF\U00026100-\U000275FF\U00027600-\U000290FF"
r"\U00029100-\U0002A6DF\U0002A700-\U0002B73F\U0002B740-\U0002B81F"
r"\U0002B820-\U0002CEAF\U0002CEB0-\U0002EBEF\u2E80-\u2EFF\u2F00-\u2FDF"
r"\u2FF0-\u2FFF\u3000-\u303F\u31C0-\u31EF\u3200-\u32FF\u3300-\u33FF"
r"\uF900-\uFAFF\uFE30-\uFE4F\U0001F200-\U0001F2FF\U0002F800-\U0002FA1F"
)
# Latin standard
_latin_u_standard = r"A-Z"
_latin_l_standard = r"a-z"
_latin_standard = _latin_u_standard + _latin_l_standard
_latin_u_standard_fullwidth = r"\uFF21-\uFF3A"
_latin_l_standard_fullwidth = r"\uFF41-\uFF5A"
_latin_standard_fullwidth = _latin_u_standard_fullwidth + _latin_l_standard_fullwidth
# letters with diacritics - French, German, Icelandic, Spanish
_latin_u_supplement = r"\u00C0-\u00D6\u00D8-\u00DE"
_latin_l_supplement = r"\u00DF-\u00F6\u00F8-\u00FF"
_latin_supplement = r"\u00C0-\u00D6\u00D8-\u00F6\u00F8-\u00FF"
_hangul_syllables = r"\uAC00-\uD7AF"
_hangul_jamo = r"\u1100-\u11FF"
_hangul = _hangul_syllables + _hangul_jamo
_hiragana = r"\u3040-\u309F"
_katakana = r"\u30A0-\u30FFー"
_kana = _hiragana + _katakana
# letters with diacritics - Catalan, Czech, Latin, Latvian, Lithuanian, Polish, Slovak, Turkish, Welsh
_latin_u_extendedA = (
r"\u0100\u0102\u0104\u0106\u0108\u010A\u010C\u010E\u0110\u0112\u0114\u0116\u0118\u011A\u011C"
r"\u011E\u0120\u0122\u0124\u0126\u0128\u012A\u012C\u012E\u0130\u0132\u0134\u0136\u0139\u013B"
r"\u013D\u013F\u0141\u0143\u0145\u0147\u014A\u014C\u014E\u0150\u0152\u0154\u0156\u0158"
r"\u015A\u015C\u015E\u0160\u0162\u0164\u0166\u0168\u016A\u016C\u016E\u0170\u0172\u0174\u0176"
r"\u0178\u0179\u017B\u017D"
)
_latin_l_extendedA = (
r"\u0101\u0103\u0105\u0107\u0109\u010B\u010D\u010F\u0111\u0113\u0115\u0117\u0119\u011B\u011D"
r"\u011F\u0121\u0123\u0125\u0127\u0129\u012B\u012D\u012F\u0131\u0133\u0135\u0137\u0138\u013A"
r"\u013C\u013E\u0140\u0142\u0144\u0146\u0148\u0149\u014B\u014D\u014F\u0151\u0153\u0155\u0157"
r"\u0159\u015B\u015D\u015F\u0161\u0163\u0165\u0167\u0169\u016B\u016D\u016F\u0171\u0173\u0175"
r"\u0177\u017A\u017C\u017E\u017F"
)
_latin_extendedA = r"\u0100-\u017F"
# special characters - Khoisan, Pan-Nigerian, Pinyin, Romanian
# those that are a combination of both upper and lower letters are only included in the group _latin_extendedB
_latin_u_extendedB = (
r"\u0181\u0182\u0184\u0186\u0187\u0189-\u018B\u018E-\u0191\u0193\u0194\u0196-\u0198\u019C"
r"\u019D\u019F\u01A0\u01A2\u01A4\u01A6\u01A7\u01A9\u01AC\u01AE\u01AF\u01B1-\u01B3\u01B5"
r"\u01B7\u01B8\u01BC\u01C4\u01C7\u01CA\u01CD\u01CF\u01D1\u01D3\u01D5\u01D7\u01D9\u01DB"
r"\u01DE\u01E0\u01E2\u01E4\u01E6\u01E8\u01EA\u01EC\u01EE\u01F1\u01F4\u01F6-\u01F8\u01FA"
r"\u01FC\u01FE\u0200\u0202\u0204\u0206\u0208\u020A\u020C\u020E\u0210\u0212\u0214\u0216"
r"\u0218\u021A\u021C\u021E\u0220\u0222\u0224\u0226\u0228\u022A\u022C\u022E\u0230\u0232"
r"\u023A\u023B\u023D\u023E\u0241\u0243-\u0246\u0248\u024A\u024C\u024E"
)
_latin_l_extendedB = (
r"\u0180\u0183\u0185\u0188\u018C\u018D\u0192\u0195\u0199-\u019B\u019E\u01A1\u01A3\u01A5"
r"\u01A8\u01AA\u01AB\u01AD\u01B0\u01B4\u01B6\u01B9\u01BA\u01BD-\u01BF\u01C6\u01C9\u01CC"
r"\u01CE\u01D0\u01D2\u01D4\u01D6\u01D8\u01DA\u01DC\u01DD\u01DF\u01E1\u01E3\u01E5\u01E7"
r"\u01E9\u01EB\u01ED\u01EF\u01F0\u01F3\u01F5\u01F9\u01FB\u01FD\u01FF\u0201\u0203\u0205"
r"\u0207\u0209\u020B\u020D\u020F\u0211\u0213\u0215\u0217\u0219\u021B\u021D\u021F\u0221"
r"\u0223\u0225\u0227\u0229\u022B\u022D\u022F\u0231\u0233-\u0239\u023C\u023F\u0240\u0242"
r"\u0247\u0249\u024B\u024D\u024F"
)
_latin_extendedB = r"\u0180-\u01BF\u01C4-\u024F"
# special characters - Uighur, Uralic Phonetic
_latin_u_extendedC = (
r"\u2C60\u2C62-\u2C64\u2C67\u2C69\u2C6B\u2C6D-\u2C70\u2C72\u2C75\u2C7E\u2C7F"
)
_latin_l_extendedC = (
r"\u2C61\u2C65\u2C66\u2C68\u2C6A\u2C6C\u2C71\u2C73\u2C74\u2C76-\u2C7B"
)
_latin_extendedC = r"\u2C60-\u2C7B\u2C7E\u2C7F"
# special characters - phonetic, Mayan, Medieval
_latin_u_extendedD = (
r"\uA722\uA724\uA726\uA728\uA72A\uA72C\uA72E\uA732\uA734\uA736\uA738\uA73A\uA73C"
r"\uA73E\uA740\uA742\uA744\uA746\uA748\uA74A\uA74C\uA74E\uA750\uA752\uA754\uA756\uA758"
r"\uA75A\uA75C\uA75E\uA760\uA762\uA764\uA766\uA768\uA76A\uA76C\uA76E\uA779\uA77B\uA77D"
r"\uA77E\uA780\uA782\uA784\uA786\uA78B\uA78D\uA790\uA792\uA796\uA798\uA79A\uA79C\uA79E"
r"\uA7A0\uA7A2\uA7A4\uA7A6\uA7A8\uA7AA-\uA7AE\uA7B0-\uA7B4\uA7B6\uA7B8"
)
_latin_l_extendedD = (
r"\uA723\uA725\uA727\uA729\uA72B\uA72D\uA72F-\uA731\uA733\uA735\uA737\uA739\uA73B\uA73D"
r"\uA73F\uA741\uA743\uA745\uA747\uA749\uA74B\uA74D\uA74F\uA751\uA753\uA755\uA757\uA759"
r"\uA75B\uA75D\uA75F\uA761\uA763\uA765\uA767\uA769\uA76B\uA76D\uA76F\uA771-\uA778\uA77A"
r"\uA77C\uA77F\uA781\uA783\uA785\uA787\uA78C\uA78E\uA791\uA793-\uA795\uA797\uA799\uA79B"
r"\uA79D\uA79F\uA7A1\uA7A3\uA7A5\uA7A7\uA7A9\uA7AF\uA7B5\uA7B7\uA7B9\uA7FA"
)
_latin_extendedD = r"\uA722-\uA76F\uA771-\uA787\uA78B-\uA78E\uA790-\uA7B9\uA7FA"
# special characters - phonetic Teuthonista and Sakha
_latin_l_extendedE = r"\uAB30-\uAB5A\uAB60-\uAB64"
_latin_extendedE = _latin_l_extendedE
# phonetic letters - Greek, Latin, Cyrillic
_latin_l_phonetic = r"\u0250-\u02AF\u1D00-\u1D25\u1D6B-\u1D77\u1D79-\u1D9A"
_latin_phonetic = _latin_l_phonetic
# letters with multiple diacritics - Vietnamese
_latin_u_diacritics = (
r"\u1E00\u1E02\u1E04\u1E06\u1E08\u1E0A\u1E0C\u1E0E\u1E10\u1E12\u1E14\u1E16\u1E18\u1E1A"
r"\u1E1C\u1E1E\u1E20\u1E22\u1E24\u1E26\u1E28\u1E2A\u1E2C\u1E2E\u1E30\u1E32\u1E34\u1E36"
r"\u1E38\u1E3A\u1E3C\u1E3E\u1E40\u1E42\u1E44\u1E46\u1E48\u1E4A\u1E4C\u1E4E\u1E50\u1E52"
r"\u1E54\u1E56\u1E58\u1E5A\u1E5C\u1E5E\u1E60\u1E62\u1E64\u1E66\u1E68\u1E6A\u1E6C\u1E6E"
r"\u1E70\u1E72\u1E74\u1E76\u1E78\u1E7A\u1E7C\u1E7E\u1E80\u1E82\u1E84\u1E86\u1E88\u1E8A"
r"\u1E8C\u1E8E\u1E90\u1E92\u1E94\u1E9E\u1EA0\u1EA2\u1EA4\u1EA6\u1EA8\u1EAA\u1EAC\u1EAE"
r"\u1EB0\u1EB2\u1EB4\u1EB6\u1EB8\u1EBA\u1EBC\u1EBE\u1EC0\u1EC2\u1EC4\u1EC6\u1EC8"
r"\u1ECA\u1ECC\u1ECE\u1ED0\u1ED2\u1ED4\u1ED6\u1ED8\u1EDA\u1EDC\u1EDE\u1EE0\u1EE2\u1EE4"
r"\u1EE6\u1EE8\u1EEA\u1EEC\u1EEE\u1EF0\u1EF2\u1EF4\u1EF6\u1EF8\u1EFA\u1EFC\u1EFE"
)
_latin_l_diacritics = (
r"\u1E01\u1E03\u1E05\u1E07\u1E09\u1E0B\u1E0D\u1E0F\u1E11\u1E13\u1E15\u1E17\u1E19\u1E1B"
r"\u1E1D\u1E1F\u1E21\u1E23\u1E25\u1E27\u1E29\u1E2B\u1E2D\u1E2F\u1E31\u1E33\u1E35\u1E37"
r"\u1E39\u1E3B\u1E3D\u1E3F\u1E41\u1E43\u1E45\u1E47\u1E49\u1E4B\u1E4D\u1E4F\u1E51\u1E53"
r"\u1E55\u1E57\u1E59\u1E5B\u1E5D\u1E5F\u1E61\u1E63\u1E65\u1E67\u1E69\u1E6B\u1E6D\u1E6F"
r"\u1E71\u1E73\u1E75\u1E77\u1E79\u1E7B\u1E7D\u1E7F\u1E81\u1E83\u1E85\u1E87\u1E89\u1E8B"
r"\u1E8D\u1E8F\u1E91\u1E93\u1E95-\u1E9D\u1E9F\u1EA1\u1EA3\u1EA5\u1EA7\u1EA9\u1EAB\u1EAD"
r"\u1EAF\u1EB1\u1EB3\u1EB5\u1EB7\u1EB9\u1EBB\u1EBD\u1EBF\u1EC1\u1EC3\u1EC5\u1EC7\u1EC9"
r"\u1ECB\u1ECD\u1ECF\u1ED1\u1ED3\u1ED5\u1ED7\u1ED9\u1EDB\u1EDD\u1EDF\u1EE1\u1EE3\u1EE5"
r"\u1EE7\u1EE9\u1EEB\u1EED\u1EEF\u1EF1\u1EF3\u1EF5\u1EF7\u1EF9\u1EFB\u1EFD\u1EFF"
)
_latin_diacritics = r"\u1E00-\u1EFF"
# all lower latin classes
LATIN_LOWER_BASIC = (
_latin_l_standard
+ _latin_l_standard_fullwidth
+ _latin_l_supplement
+ _latin_l_extendedA
)
LATIN_LOWER = (
LATIN_LOWER_BASIC
+ _latin_l_extendedB
+ _latin_l_extendedC
+ _latin_l_extendedD
+ _latin_l_extendedE
+ _latin_l_phonetic
+ _latin_l_diacritics
)
# all upper latin classes
LATIN_UPPER_BASIC = (
_latin_u_standard
+ _latin_u_standard_fullwidth
+ _latin_u_supplement
+ _latin_u_extendedA
)
LATIN_UPPER = (
LATIN_UPPER_BASIC
+ _latin_u_extendedB
+ _latin_u_extendedC
+ _latin_u_extendedD
+ _latin_u_diacritics
)
# all latin classes
LATIN_BASIC = (
_latin_standard + _latin_standard_fullwidth + _latin_supplement + _latin_extendedA
)
LATIN = (
LATIN_BASIC
+ _latin_extendedB
+ _latin_extendedC
+ _latin_extendedD
+ _latin_extendedE
+ _latin_phonetic
+ _latin_diacritics
)
_persian = (
r"\u0620-\u064A\u066E-\u06D5\u06E5-\u06FF\u0750-\u077F\u08A0-\u08BD"
r"\uFB50-\uFBB1\uFBD3-\uFD3D\uFD50-\uFDC7\uFDF0-\uFDFB\uFE70-\uFEFC\U0001EE00-\U0001EEBB"
)
_russian_lower = r"ёа-я"
_russian_upper = r"ЁА-Я"
_russian = r"ёа-яЁА-Я"
_sinhala = r"\u0D80-\u0DFF"
_tatar_lower = r"әөүҗңһ"
_tatar_upper = r"ӘӨҮҖҢҺ"
_tatar = r"әөүҗңһӘӨҮҖҢҺ"
_greek_lower = r"α-ωάέίόώήύ"
_greek_upper = r"Α-ΩΆΈΊΌΏΉΎ"
_greek = r"α-ωάέίόώήύΑ-ΩΆΈΊΌΏΉΎ"
_ukrainian_lower = r"а-щюяіїєґ"
_ukrainian_upper = r"А-ЩЮЯІЇЄҐ"
_ukrainian = r"а-щюяіїєґА-ЩЮЯІЇЄҐ"
_macedonian_lower = r"ѓѕјљњќѐѝ"
_macedonian_upper = r"ЃЅЈЉЊЌЀЍ"
_macedonian = r"ѓѕјљњќѐѝЃЅЈЉЊЌЀЍ"
_upper = (
LATIN_UPPER
+ _russian_upper
+ _tatar_upper
+ _greek_upper
+ _ukrainian_upper
+ _macedonian_upper
)
_lower = (
LATIN_LOWER
+ _russian_lower
+ _tatar_lower
+ _greek_lower
+ _ukrainian_lower
+ _macedonian_lower
)
_uncased = (
_ethiopic
+ _bengali
+ _hebrew
+ _persian
+ _sinhala
+ _hindi
+ _kannada
+ _tamil
+ _telugu
+ _hangul
+ _kana
+ _cjk
)
ALPHA = group_chars(
LATIN + _russian + _tatar + _greek + _ukrainian + _macedonian + _uncased
)
ALPHA_LOWER = group_chars(_lower + _uncased)
ALPHA_UPPER = group_chars(_upper + _uncased)
_combining_diacritics = r"\u0300-\u036f"
COMBINING_DIACRITICS = _combining_diacritics
_units = (
"km km² km³ m m² m³ dm dm² dm³ cm cm² cm³ mm mm² mm³ ha µm nm yd in ft "
"kg g mg µg t lb oz m/s km/h kmh mph hPa Pa mbar mb MB kb KB gb GB tb "
"TB T G M K % км км² км³ м м² м³ дм дм² дм³ см см² см³ мм мм² мм³ нм "
"кг г мг м/с км/ч кПа Па мбар Кб КБ кб Мб МБ мб Гб ГБ гб Тб ТБ тб"
"كم كم² كم³ م م² م³ سم سم² سم³ مم مم² مم³ كم غرام جرام جم كغ ملغ كوب اكواب"
)
_currency = (
r"\$ £ € ¥ ฿ US\$ C\$ A\$ ₽ ﷼ ₴ ₠ ₡ ₢ ₣ ₤ ₥ ₦ ₧ ₨ ₩ ₪ ₫ € ₭ ₮ ₯ ₰ "
r"₱ ₲ ₳ ₴ ₵ ₶ ₷ ₸ ₹ ₺ ₻ ₼ ₽ ₾ ₿"
)
# These expressions contain various unicode variations, including characters
# used in Chinese (see #1333, #1340, #1351) – unless there are cross-language
# conflicts, spaCy's base tokenizer should handle all of those by default
_punct = (
r"… …… , : ; \! \? ¿ ؟ ¡ \( \) \[ \] \{ \} < > _ # \* & 。 ？ ！ ， 、 ； ： ～ · । ، ۔ ؛ ٪"
)
_quotes = r'\' " ” “ ` ‘ ´ ’ ‚ , „ » « 「 」 『 』 （ ） 〔 〕 【 】 《 》 〈 〉 〈 〉 ⟦ ⟧'
_hyphens = "- – — -- --- —— ~"
# Various symbols like dingbats, but also emoji
# Details: https://www.compart.com/en/unicode/category/So
_other_symbols = (
r"\u00A6\u00A9\u00AE\u00B0\u0482\u058D\u058E\u060E\u060F\u06DE\u06E9\u06FD\u06FE\u07F6\u09FA\u0B70"
r"\u0BF3-\u0BF8\u0BFA\u0C7F\u0D4F\u0D79\u0F01-\u0F03\u0F13\u0F15-\u0F17\u0F1A-\u0F1F\u0F34"
r"\u0F36\u0F38\u0FBE-\u0FC5\u0FC7-\u0FCC\u0FCE\u0FCF\u0FD5-\u0FD8\u109E\u109F\u1390-\u1399"
r"\u1940\u19DE-\u19FF\u1B61-\u1B6A\u1B74-\u1B7C\u2100\u2101\u2103-\u2106\u2108\u2109\u2114\u2116"
r"\u2117\u211E-\u2123\u2125\u2127\u2129\u212E\u213A\u213B\u214A\u214C\u214D\u214F\u218A\u218B"
r"\u2195-\u2199\u219C-\u219F\u21A1\u21A2\u21A4\u21A5\u21A7-\u21AD\u21AF-\u21CD\u21D0\u21D1\u21D3"
r"\u21D5-\u21F3\u2300-\u2307\u230C-\u231F\u2322-\u2328\u232B-\u237B\u237D-\u239A\u23B4-\u23DB"
r"\u23E2-\u2426\u2440-\u244A\u249C-\u24E9\u2500-\u25B6\u25B8-\u25C0\u25C2-\u25F7\u2600-\u266E"
r"\u2670-\u2767\u2794-\u27BF\u2800-\u28FF\u2B00-\u2B2F\u2B45\u2B46\u2B4D-\u2B73\u2B76-\u2B95"
r"\u2B98-\u2BC8\u2BCA-\u2BFE\u2CE5-\u2CEA\u2E80-\u2E99\u2E9B-\u2EF3\u2F00-\u2FD5\u2FF0-\u2FFB"
r"\u3004\u3012\u3013\u3020\u3036\u3037\u303E\u303F\u3190\u3191\u3196-\u319F\u31C0-\u31E3"
r"\u3200-\u321E\u322A-\u3247\u3250\u3260-\u327F\u328A-\u32B0\u32C0-\u32FE\u3300-\u33FF\u4DC0-\u4DFF"
r"\uA490-\uA4C6\uA828-\uA82B\uA836\uA837\uA839\uAA77-\uAA79\uFDFD\uFFE4\uFFE8\uFFED\uFFEE\uFFFC"
r"\uFFFD\U00010137-\U0001013F\U00010179-\U00010189\U0001018C-\U0001018E\U00010190-\U0001019B"
r"\U000101A0\U000101D0-\U000101FC\U00010877\U00010878\U00010AC8\U0001173F\U00016B3C-\U00016B3F"
r"\U00016B45\U0001BC9C\U0001D000-\U0001D0F5\U0001D100-\U0001D126\U0001D129-\U0001D164"
r"\U0001D16A-\U0001D16C\U0001D183\U0001D184\U0001D18C-\U0001D1A9\U0001D1AE-\U0001D1E8"
r"\U0001D200-\U0001D241\U0001D245\U0001D300-\U0001D356\U0001D800-\U0001D9FF\U0001DA37-\U0001DA3A"
r"\U0001DA6D-\U0001DA74\U0001DA76-\U0001DA83\U0001DA85\U0001DA86\U0001ECAC\U0001F000-\U0001F02B"
r"\U0001F030-\U0001F093\U0001F0A0-\U0001F0AE\U0001F0B1-\U0001F0BF\U0001F0C1-\U0001F0CF"
r"\U0001F0D1-\U0001F0F5\U0001F110-\U0001F16B\U0001F170-\U0001F1AC\U0001F1E6-\U0001F202"
r"\U0001F210-\U0001F23B\U0001F240-\U0001F248\U0001F250\U0001F251\U0001F260-\U0001F265"
r"\U0001F300-\U0001F3FA\U0001F400-\U0001F6D4\U0001F6E0-\U0001F6EC\U0001F6F0-\U0001F6F9"
r"\U0001F700-\U0001F773\U0001F780-\U0001F7D8\U0001F800-\U0001F80B\U0001F810-\U0001F847"
r"\U0001F850-\U0001F859\U0001F860-\U0001F887\U0001F890-\U0001F8AD\U0001F900-\U0001F90B"
r"\U0001F910-\U0001F93E\U0001F940-\U0001F970\U0001F973-\U0001F976\U0001F97A\U0001F97C-\U0001F9A2"
r"\U0001F9B0-\U0001F9B9\U0001F9C0-\U0001F9C2\U0001F9D0-\U0001F9FF\U0001FA60-\U0001FA6D"
)
UNITS = merge_chars(_units)
CURRENCY = merge_chars(_currency)
PUNCT = merge_chars(_punct)
HYPHENS = merge_chars(_hyphens)
ICONS = _other_symbols
LIST_UNITS = split_chars(_units)
LIST_CURRENCY = split_chars(_currency)
LIST_QUOTES = split_chars(_quotes)
LIST_PUNCT = split_chars(_punct)
LIST_HYPHENS = split_chars(_hyphens)
LIST_ELLIPSES = [r"\.\.+", "…"]
LIST_ICONS = [r"[{i}]".format(i=_other_symbols)]
CONCAT_QUOTES = group_chars(_quotes)
CONCAT_ICONS = _other_symbols
Reference in New Issue View Git Blame Copy Permalink