diff --git a/common/common.cpp b/common/common.cpp index 97f55b053..8f7be7ec5 100644 --- a/common/common.cpp +++ b/common/common.cpp @@ -1678,6 +1678,18 @@ std::vector string_split(std::string input, char separator) { return parts; } +std::string string_strip(const std::string & str) { + size_t start = 0; + size_t end = str.size(); + while (start < end && std::isspace(str[start])) { + start++; + } + while (end > start && std::isspace(str[end - 1])) { + end--; + } + return str.substr(start, end - start); +} + std::vector sampler_types_from_names(const std::vector & names, bool allow_alt_names) { std::unordered_map sampler_canonical_name_map { {"top_k", llama_sampler_type::TOP_K}, diff --git a/common/common.h b/common/common.h index 87361e8e9..bf3bb7f62 100644 --- a/common/common.h +++ b/common/common.h @@ -193,6 +193,7 @@ bool validate_file_name(const std::string & filename); std::vector sampler_types_from_names(const std::vector & names, bool allow_alt_names); std::vector sampler_types_from_chars(const std::string & names_string); std::vector string_split(std::string input, char separator); +std::string string_strip(const std::string & str); std::string sampler_type_to_name_string(llama_sampler_type sampler_type); // diff --git a/llama.cpp b/llama.cpp index b3b022a67..609c67810 100644 --- a/llama.cpp +++ b/llama.cpp @@ -12036,13 +12036,6 @@ struct llm_tokenizer_bpe { // adapted: https://github.com/ggerganov/llama.cpp/pull/6920#issuecomment-2080233989 "(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+", - - // TODO: this is not the same as the original regex: - // - need to use ReFlex and update unicode.cpp to support the regex above - // - or implement a custom function similar to unicode_gpt2_regex_preprocess() - //"'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)", - //"\\p{N}+", - //"[0-9][0-9][0-9]" }); break; case LLAMA_VOCAB_PRE_TYPE_DEEPSEEK_LLM: diff --git a/tests/test-tokenizer-0-bpe.py b/tests/test-tokenizer-0-bpe.py index 3e9fea2a2..33a272441 100644 --- a/tests/test-tokenizer-0-bpe.py +++ b/tests/test-tokenizer-0-bpe.py @@ -111,7 +111,7 @@ if fname_tok: # f.write(str(x) + ' \' ' + tokenizer.decode(x) + '\'\n') # else: # f.write(str(x) + ' \'' + tokenizer.decode(x) + '\'\n') - f.write(str(x) + ' \'' + tokenizer.decode(x) + '\'\n') + f.write(str(x) + ' \'' + tokenizer.decode(x).strip() + '\'\n') print('len(res): ', len(res)) print('len(lines): ', len(lines)) print('results written to: ', fname_out) diff --git a/tests/test-tokenizer-0-llama-v3.cpp b/tests/test-tokenizer-0-llama-v3.cpp index ab471c853..ea9f5295f 100644 --- a/tests/test-tokenizer-0-llama-v3.cpp +++ b/tests/test-tokenizer-0-llama-v3.cpp @@ -183,7 +183,7 @@ int main(int argc, char **argv) { } for (const auto & tok : res) { - ofs << tok << " '" << llama_detokenize_bpe(ctx, std::vector{tok}) << "'" << std::endl; + ofs << tok << " '" << string_strip(llama_detokenize_bpe(ctx, std::vector{tok})) << "'" << std::endl; } } diff --git a/unicode-data.cpp b/unicode-data.cpp index d36983601..86b8b5203 100644 --- a/unicode-data.cpp +++ b/unicode-data.cpp @@ -1651,18 +1651,18 @@ const std::map unicode_map_lowercase = { }; const std::map unicode_regex_equivalent_wregex = { - {"[\\p{P}\\$\\+<=>\\^~\\|]+", 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- {"[一-龥ࠀ-一가-퟿]+", L"[一-龥ࠀ-一가-퟿]+"}, - {"\\s?[A-Za-zµÀ-ÖØ-öø-ƺƼ-ƿDŽ-ʓʕ-ʯͰ-ͳͶͷͻ-ͽͿΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-ՖႠ-ჅᎠ-Ᏽᏸ-ᏽᲐ-ᲺᲽ-Ჿᴀ-ᴫᵫ-ᵷᵹ-ᶚḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℴℹℼ-ℿⅅ-ⅉⅎↃↄⰀ-ⱻⱾ-ⳤⳫ-ⳮⳲⳳꙀ-ꙭꚀ-ꚛꜢ-ꝯꝱ-ꞇꞋ-ꞎꭰ-ꮿff-stﬓ-ﬗＡ-Ｚａ-ｚ𐐀-𐑏𐒰-𐓓𐓘-𐓻𐲀-𐲲𐳀-𐳲𑢠-𑣟𞤀-𞥃]+", L"\\s?[A-Za-zµÀ-ÖØ-öø-ƺƼ-ƿDŽ-ʓʕ-ʯͰ-ͳͶͷͻ-ͽͿΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-ՖႠ-ჅᎠ-Ᏽᏸ-ᏽᲐ-ᲺᲽ-Ჿᴀ-ᴫᵫ-ᵷᵹ-ᶚḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℴℹℼ-ℿⅅ-ⅉⅎↃↄⰀ-ⱻⱾ-ⳤⳫ-ⳮⳲⳳꙀ-ꙭꚀ-ꚛꜢ-ꝯꝱ-ꞇꞋ-ꞎꭰ-ꮿff-stﬓ-ﬗＡ-Ｚａ-ｚ𐐀-𐑏𐒰-𐓓𐓘-𐓻𐲀-𐲲𐳀-𐳲𑢠-𑣟𞤀-𞥃]+"}, - {"\\s?[!-/:-~！-／：-～‘-‟　-。]+", L"\\s?[!-/:-~！-／：-～‘-‟　-。]+"}, - {"\\s+$", L"\\s+$"}, - {"(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+", L"(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\nA-Za-zª-ªµ-µº-ºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮͰ-ʹͶ-ͷͺ-ͽͿ-ͿΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-Ֆՙ-ՙՠ-ֈא-תׯ-ײؠ-يٮ-ٯٱ-ۓە-ەۥ-ۦۮ-ۯۺ-ۼۿ-ۿܐ-ܐܒ-ܯݍ-ޥޱ-ޱߊ-ߪߴ-ߵߺ-ߺࠀ-ࠕࠚ-ࠚࠤ-ࠤࠨ-ࠨࡀ-ࡘࡠ-ࡪࢠ-ࢴࢶ-ࣇऄ-हऽ-ऽॐ-ॐक़-ॡॱ-ঀঅ-ঌএ-ঐও-নপ-রল-লশ-হঽ-ঽৎ-ৎড়-ঢ়য়-ৡৰ-ৱৼ-ৼਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹਖ਼-ੜਫ਼-ਫ਼ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હઽ-ઽૐ-ૐૠ-ૡૹ-ૹଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହଽ-ଽଡ଼-ଢ଼ୟ-ୡୱ-ୱஃ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹௐ-ௐఅ-ఌఎ-ఐఒ-నప-హఽ-ఽౘ-ౚౠ-ౡಀ-ಀಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽ-ಽೞ-ೞೠ-ೡೱ-ೲഄ-ഌഎ-ഐഒ-ഺഽ-ഽൎ-ൎൔ-ൖൟ-ൡൺ-ൿඅ-ඖක-නඳ-රල-ලව-ෆก-ะา-ำเ-ๆກ-ຂຄ-ຄຆ-ຊຌ-ຣລ-ລວ-ະາ-ຳຽ-ຽເ-ໄໆ-ໆໜ-ໟༀ-ༀཀ-ཇཉ-ཬྈ-ྌက-ဪဿ-ဿၐ-ၕၚ-ၝၡ-ၡၥ-ၦၮ-ၰၵ-ႁႎ-ႎႠ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚᎀ-ᎏᎠ-Ᏽᏸ-ᏽᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛱ-ᛸᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗ-ៗៜ-ៜᠠ-ᡸᢀ-ᢄᢇ-ᢨᢪ-ᢪᢰ-ᣵᤀ-ᤞᥐ-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉᨀ-ᨖᨠ-ᩔᪧ-ᪧᬅ-ᬳᭅ-ᭋᮃ-ᮠᮮ-ᮯᮺ-ᯥᰀ-ᰣᱍ-ᱏᱚ-ᱽᲀ-ᲈᲐ-ᲺᲽ-Ჿᳩ-ᳬᳮ-ᳳᳵ-ᳶᳺ-ᳺᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼⁱ-ⁱⁿ-ⁿₐ-ₜℂ-ℂℇ-ℇℊ-ℓℕ-ℕℙ-ℝℤ-ℤΩ-Ωℨ-ℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎ-ⅎↃ-ↄⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲ-ⳳⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ-ⸯ々-〆〱-〵〻-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄯㄱ-ㆎㆠ-ㆿㇰ-ㇿ㐀-䶿一-鿼ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘟꘪ-ꘫꙀ-ꙮꙿ-ꚝꚠ-ꛥꜗ-ꜟꜢ-ꞈꞋ-ꞿꟂ-ꟊꟵ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢꡀ-ꡳꢂ-ꢳꣲ-ꣷꣻ-ꣻꣽ-ꣾꤊ-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏ-ꧏꧠ-ꧤꧦ-ꧯꧺ-ꧾꨀ-ꨨꩀ-ꩂꩄ-ꩋꩠ-ꩶꩺ-ꩺꩾ-ꪯꪱ-ꪱꪵ-ꪶꪹ-ꪽꫀ-ꫀꫂ-ꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꬰ-ꭚꭜ-ꭩꭰ-ꯢ가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-יִײַ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼＡ-Ｚａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐊀-𐊜𐊠-𐋐𐌀-𐌟𐌭-𐍀𐍂-𐍉𐍐-𐍵𐎀-𐎝𐎠-𐏃𐏈-𐏏𐐀-𐒝𐒰-𐓓𐓘-𐓻𐔀-𐔧𐔰-𐕣𐘀-𐜶𐝀-𐝕𐝠-𐝧𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡠-𐡶𐢀-𐢞𐣠-𐣲𐣴-𐣵𐤀-𐤕𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨀𐨐-𐨓𐨕-𐨗𐨙-𐨵𐩠-𐩼𐪀-𐪜𐫀-𐫇𐫉-𐫤𐬀-𐬵𐭀-𐭕𐭠-𐭲𐮀-𐮑𐰀-𐱈𐲀-𐲲𐳀-𐳲𐴀-𐴣𐺀-𐺩𐺰-𐺱𐼀-𐼜𐼧-𐼧𐼰-𐽅𐾰-𐿄𐿠-𐿶𑀃-𑀷𑂃-𑂯𑃐-𑃨𑄃-𑄦𑅄-𑅄𑅇-𑅇𑅐-𑅲𑅶-𑅶𑆃-𑆲𑇁-𑇄𑇚-𑇚𑇜-𑇜𑈀-𑈑𑈓-𑈫𑊀-𑊆𑊈-𑊈𑊊-𑊍𑊏-𑊝𑊟-𑊨𑊰-𑋞𑌅-𑌌𑌏-𑌐𑌓-𑌨𑌪-𑌰𑌲-𑌳𑌵-𑌹𑌽-𑌽𑍐-𑍐𑍝-𑍡𑐀-𑐴𑑇-𑑊𑑟-𑑡𑒀-𑒯𑓄-𑓅𑓇-𑓇𑖀-𑖮𑗘-𑗛𑘀-𑘯𑙄-𑙄𑚀-𑚪𑚸-𑚸𑜀-𑜚𑠀-𑠫𑢠-𑣟𑣿-𑤆𑤉-𑤉𑤌-𑤓𑤕-𑤖𑤘-𑤯𑤿-𑤿𑥁-𑥁𑦠-𑦧𑦪-𑧐𑧡-𑧡𑧣-𑧣𑨀-𑨀𑨋-𑨲𑨺-𑨺𑩐-𑩐𑩜-𑪉𑪝-𑪝𑫀-𑫸𑰀-𑰈𑰊-𑰮𑱀-𑱀𑱲-𑲏𑴀-𑴆𑴈-𑴉𑴋-𑴰𑵆-𑵆𑵠-𑵥𑵧-𑵨𑵪-𑶉𑶘-𑶘𑻠-𑻲𑾰-𑾰𒀀-𒎙𒒀-𒕃𓀀-𓐮𔐀-𔙆𖠀-𖨸𖩀-𖩞𖫐-𖫭𖬀-𖬯𖭀-𖭃𖭣-𖭷𖭽-𖮏𖹀-𖹿𖼀-𖽊𖽐-𖽐𖾓-𖾟𖿠-𖿡𖿣-𖿣𗀀-𘟷𘠀-𘳕𘴀-𘴈𛀀-𛄞𛅐-𛅒𛅤-𛅧𛅰-𛋻𛰀-𛱪𛱰-𛱼𛲀-𛲈𛲐-𛲙𝐀-𝑔𝑖-𝒜𝒞-𝒟𝒢-𝒢𝒥-𝒦𝒩-𝒬𝒮-𝒹𝒻-𝒻𝒽-𝓃𝓅-𝔅𝔇-𝔊𝔍-𝔔𝔖-𝔜𝔞-𝔹𝔻-𝔾𝕀-𝕄𝕆-𝕆𝕊-𝕐𝕒-𝚥𝚨-𝛀𝛂-𝛚𝛜-𝛺𝛼-𝜔𝜖-𝜴𝜶-𝝎𝝐-𝝮𝝰-𝞈𝞊-𝞨𝞪-𝟂𝟄-𝟋𞄀-𞄬𞄷-𞄽𞅎-𞅎𞋀-𞋫𞠀-𞣄𞤀-𞥃𞥋-𞥋𞸀-𞸃𞸅-𞸟𞸡-𞸢𞸤-𞸤𞸧-𞸧𞸩-𞸲𞸴-𞸷𞸹-𞸹𞸻-𞸻𞹂-𞹂𞹇-𞹇𞹉-𞹉𞹋-𞹋𞹍-𞹏𞹑-𞹒𞹔-𞹔𞹗-𞹗𞹙-𞹙𞹛-𞹛𞹝-𞹝𞹟-𞹟𞹡-𞹢𞹤-𞹤𞹧-𞹪𞹬-𞹲𞹴-𞹷𞹹-𞹼𞹾-𞹾𞺀-𞺉𞺋-𞺛𞺡-𞺣𞺥-𞺩𞺫-𞺻𠀀-𪛝𪜀-𫜴𫝀-𫠝𫠠-𬺡𬺰-𮯠丽-𪘀𰀀-𱍊0-9²-³¹-¹٠-٩۰-۹߀-߉०-९০-৯੦-੯૦-૯୦-୯௦-௯౦-౯೦-೯൦-൯෦-෯๐-๙໐-໙༠-༩၀-၉႐-႙፩-፱០-៩᠐-᠙᥆-᥏᧐-᧚᪀-᪉᪐-᪙᭐-᭙᮰-᮹᱀-᱉᱐-᱙⁰-⁰⁴-⁹₀-₉①-⑨⑴-⑼⒈-⒐⓪-⓪⓵-⓽⓿-⓿❶-❾➀-➈➊-➒꘠-꘩꣐-꣙꤀-꤉꧐-꧙꧰-꧹꩐-꩙꯰-꯹０-９𐒠-𐒩𐩀-𐩃𐴰-𐴹𐹠-𐹨𑁒-𑁚𑁦-𑁯𑃰-𑃹𑄶-𑄿𑇐-𑇙𑋰-𑋹𑑐-𑑙𑓐-𑓙𑙐-𑙙𑛀-𑛉𑜰-𑜹𑣠-𑣩𑥐-𑥙𑱐-𑱙𑵐-𑵙𑶠-𑶩𖩠-𖩩𖭐-𖭙𝟎-𝟿𞅀-𞅉𞋰-𞋹𞥐-𞥙🄀-🄊🯰-🯹]?[A-Za-zª-ªµ-µº-ºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮͰ-ʹͶ-ͷͺ-ͽͿ-ͿΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-Ֆՙ-ՙՠ-ֈא-תׯ-ײؠ-يٮ-ٯٱ-ۓە-ەۥ-ۦۮ-ۯۺ-ۼۿ-ۿܐ-ܐܒ-ܯݍ-ޥޱ-ޱߊ-ߪߴ-ߵߺ-ߺࠀ-ࠕࠚ-ࠚࠤ-ࠤࠨ-ࠨࡀ-ࡘࡠ-ࡪࢠ-ࢴࢶ-ࣇऄ-हऽ-ऽॐ-ॐक़-ॡॱ-ঀঅ-ঌএ-ঐও-নপ-রল-লশ-হঽ-ঽৎ-ৎড়-ঢ়য়-ৡৰ-ৱৼ-ৼਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹਖ਼-ੜਫ਼-ਫ਼ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હઽ-ઽૐ-ૐૠ-ૡૹ-ૹଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହଽ-ଽଡ଼-ଢ଼ୟ-ୡୱ-ୱஃ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹௐ-ௐఅ-ఌఎ-ఐఒ-నప-హఽ-ఽౘ-ౚౠ-ౡಀ-ಀಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽ-ಽೞ-ೞೠ-ೡೱ-ೲഄ-ഌഎ-ഐഒ-ഺഽ-ഽൎ-ൎൔ-ൖൟ-ൡൺ-ൿඅ-ඖක-නඳ-රල-ලව-ෆก-ะา-ำเ-ๆກ-ຂຄ-ຄຆ-ຊຌ-ຣລ-ລວ-ະາ-ຳຽ-ຽເ-ໄໆ-ໆໜ-ໟༀ-ༀཀ-ཇཉ-ཬྈ-ྌက-ဪဿ-ဿၐ-ၕၚ-ၝၡ-ၡၥ-ၦၮ-ၰၵ-ႁႎ-ႎႠ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚᎀ-ᎏᎠ-Ᏽᏸ-ᏽᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛱ-ᛸᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗ-ៗៜ-ៜᠠ-ᡸᢀ-ᢄᢇ-ᢨᢪ-ᢪᢰ-ᣵᤀ-ᤞᥐ-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉᨀ-ᨖᨠ-ᩔᪧ-ᪧᬅ-ᬳᭅ-ᭋᮃ-ᮠᮮ-ᮯᮺ-ᯥᰀ-ᰣᱍ-ᱏᱚ-ᱽᲀ-ᲈᲐ-ᲺᲽ-Ჿᳩ-ᳬᳮ-ᳳᳵ-ᳶᳺ-ᳺᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼⁱ-ⁱⁿ-ⁿₐ-ₜℂ-ℂℇ-ℇℊ-ℓℕ-ℕℙ-ℝℤ-ℤΩ-Ωℨ-ℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎ-ⅎↃ-ↄⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲ-ⳳⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ-ⸯ々-〆〱-〵〻-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄯㄱ-ㆎㆠ-ㆿㇰ-ㇿ㐀-䶿一-鿼ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘟꘪ-ꘫꙀ-ꙮꙿ-ꚝꚠ-ꛥꜗ-ꜟꜢ-ꞈꞋ-ꞿꟂ-ꟊꟵ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢꡀ-ꡳꢂ-ꢳꣲ-ꣷꣻ-ꣻꣽ-ꣾꤊ-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏ-ꧏꧠ-ꧤꧦ-ꧯꧺ-ꧾꨀ-ꨨꩀ-ꩂꩄ-ꩋꩠ-ꩶꩺ-ꩺꩾ-ꪯꪱ-ꪱꪵ-ꪶꪹ-ꪽꫀ-ꫀꫂ-ꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꬰ-ꭚꭜ-ꭩꭰ-ꯢ가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-יִײַ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼＡ-Ｚａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐊀-𐊜𐊠-𐋐𐌀-𐌟𐌭-𐍀𐍂-𐍉𐍐-𐍵𐎀-𐎝𐎠-𐏃𐏈-𐏏𐐀-𐒝𐒰-𐓓𐓘-𐓻𐔀-𐔧𐔰-𐕣𐘀-𐜶𐝀-𐝕𐝠-𐝧𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡠-𐡶𐢀-𐢞𐣠-𐣲𐣴-𐣵𐤀-𐤕𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨀𐨐-𐨓𐨕-𐨗𐨙-𐨵𐩠-𐩼𐪀-𐪜𐫀-𐫇𐫉-𐫤𐬀-𐬵𐭀-𐭕𐭠-𐭲𐮀-𐮑𐰀-𐱈𐲀-𐲲𐳀-𐳲𐴀-𐴣𐺀-𐺩𐺰-𐺱𐼀-𐼜𐼧-𐼧𐼰-𐽅𐾰-𐿄𐿠-𐿶𑀃-𑀷𑂃-𑂯𑃐-𑃨𑄃-𑄦𑅄-𑅄𑅇-𑅇𑅐-𑅲𑅶-𑅶𑆃-𑆲𑇁-𑇄𑇚-𑇚𑇜-𑇜𑈀-𑈑𑈓-𑈫𑊀-𑊆𑊈-𑊈𑊊-𑊍𑊏-𑊝𑊟-𑊨𑊰-𑋞𑌅-𑌌𑌏-𑌐𑌓-𑌨𑌪-𑌰𑌲-𑌳𑌵-𑌹𑌽-𑌽𑍐-𑍐𑍝-𑍡𑐀-𑐴𑑇-𑑊𑑟-𑑡𑒀-𑒯𑓄-𑓅𑓇-𑓇𑖀-𑖮𑗘-𑗛𑘀-𑘯𑙄-𑙄𑚀-𑚪𑚸-𑚸𑜀-𑜚𑠀-𑠫𑢠-𑣟𑣿-𑤆𑤉-𑤉𑤌-𑤓𑤕-𑤖𑤘-𑤯𑤿-𑤿𑥁-𑥁𑦠-𑦧𑦪-𑧐𑧡-𑧡𑧣-𑧣𑨀-𑨀𑨋-𑨲𑨺-𑨺𑩐-𑩐𑩜-𑪉𑪝-𑪝𑫀-𑫸𑰀-𑰈𑰊-𑰮𑱀-𑱀𑱲-𑲏𑴀-𑴆𑴈-𑴉𑴋-𑴰𑵆-𑵆𑵠-𑵥𑵧-𑵨𑵪-𑶉𑶘-𑶘𑻠-𑻲𑾰-𑾰𒀀-𒎙𒒀-𒕃𓀀-𓐮𔐀-𔙆𖠀-𖨸𖩀-𖩞𖫐-𖫭𖬀-𖬯𖭀-𖭃𖭣-𖭷𖭽-𖮏𖹀-𖹿𖼀-𖽊𖽐-𖽐𖾓-𖾟𖿠-𖿡𖿣-𖿣𗀀-𘟷𘠀-𘳕𘴀-𘴈𛀀-𛄞𛅐-𛅒𛅤-𛅧𛅰-𛋻𛰀-𛱪𛱰-𛱼𛲀-𛲈𛲐-𛲙𝐀-𝑔𝑖-𝒜𝒞-𝒟𝒢-𝒢𝒥-𝒦𝒩-𝒬𝒮-𝒹𝒻-𝒻𝒽-𝓃𝓅-𝔅𝔇-𝔊𝔍-𝔔𝔖-𝔜𝔞-𝔹𝔻-𝔾𝕀-𝕄𝕆-𝕆𝕊-𝕐𝕒-𝚥𝚨-𝛀𝛂-𝛚𝛜-𝛺𝛼-𝜔𝜖-𝜴𝜶-𝝎𝝐-𝝮𝝰-𝞈𝞊-𝞨𝞪-𝟂𝟄-𝟋𞄀-𞄬𞄷-𞄽𞅎-𞅎𞋀-𞋫𞠀-𞣄𞤀-𞥃𞥋-𞥋𞸀-𞸃𞸅-𞸟𞸡-𞸢𞸤-𞸤𞸧-𞸧𞸩-𞸲𞸴-𞸷𞸹-𞸹𞸻-𞸻𞹂-𞹂𞹇-𞹇𞹉-𞹉𞹋-𞹋𞹍-𞹏𞹑-𞹒𞹔-𞹔𞹗-𞹗𞹙-𞹙𞹛-𞹛𞹝-𞹝𞹟-𞹟𞹡-𞹢𞹤-𞹤𞹧-𞹪𞹬-𞹲𞹴-𞹷𞹹-𞹼𞹾-𞹾𞺀-𞺉𞺋-𞺛𞺡-𞺣𞺥-𞺩𞺫-𞺻𠀀-𪛝𪜀-𫜴𫝀-𫠝𫠠-𬺡𬺰-𮯠丽-𪘀𰀀-𱍊]+|[0-9²-³¹-¹٠-٩۰-۹߀-߉०-९০-৯੦-੯૦-૯୦-୯௦-௯౦-౯೦-೯൦-൯෦-෯๐-๙໐-໙༠-༩၀-၉႐-႙፩-፱០-៩᠐-᠙᥆-᥏᧐-᧚᪀-᪉᪐-᪙᭐-᭙᮰-᮹᱀-᱉᱐-᱙⁰-⁰⁴-⁹₀-₉①-⑨⑴-⑼⒈-⒐⓪-⓪⓵-⓽⓿-⓿❶-❾➀-➈➊-➒꘠-꘩꣐-꣙꤀-꤉꧐-꧙꧰-꧹꩐-꩙꯰-꯹０-９𐒠-𐒩𐩀-𐩃𐴰-𐴹𐹠-𐹨𑁒-𑁚𑁦-𑁯𑃰-𑃹𑄶-𑄿𑇐-𑇙𑋰-𑋹𑑐-𑑙𑓐-𑓙𑙐-𑙙𑛀-𑛉𑜰-𑜹𑣠-𑣩𑥐-𑥙𑱐-𑱙𑵐-𑵙𑶠-𑶩𖩠-𖩩𖭐-𖭙𝟎-𝟿𞅀-𞅉𞋰-𞋹𞥐-𞥙🄀-🄊🯰-🯹]{1,3}| 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+// {"\\s?\\p{P}+", L"\\s?[\U00000021-\U00000023\U00000025-\U0000002A\U0000002C-\U0000002F\U0000003A-\U0000003B\U0000003F-\U00000040\U0000005B\U0000005C\U0000005D\U0000005F-\U0000005F\U0000007B-\U0000007B\U0000007D-\U0000007D\U000000A1-\U000000A1\U000000A7-\U000000A7\U000000AB-\U000000AB\U000000B6-\U000000B7\U000000BB-\U000000BB\U000000BF-\U000000BF\U0000037E-\U0000037E\U00000387-\U00000387\U0000055A-\U0000055F\U00000589-\U0000058A\U000005BE-\U000005BE\U000005C0-\U000005C0\U000005C3-\U000005C3\U000005C6-\U000005C6\U000005F3-\U000005F4\U00000609-\U0000060A\U0000060C-\U0000060D\U0000061B-\U0000061B\U0000061E-\U0000061F\U0000066A-\U0000066D\U000006D4-\U000006D4\U00000700-\U0000070D\U000007F7-\U000007F9\U00000830-\U0000083E\U0000085E-\U0000085E\U00000964-\U00000965\U00000970-\U00000970\U000009FD-\U000009FD\U00000A76-\U00000A76\U00000AF0-\U00000AF0\U00000C77-\U00000C77\U00000C84-\U00000C84\U00000DF4-\U00000DF4\U00000E4F-\U00000E4F\U00000E5A-\U00000E5B\U00000F04-\U00000F12\U00000F14-\U00000F14\U00000F3A-\U00000F3D\U00000F85-\U00000F85\U00000FD0-\U00000FD4\U00000FD9-\U00000FDA\U0000104A-\U0000104F\U000010FB-\U000010FB\U00001360-\U00001368\U00001400-\U00001400\U0000166E-\U0000166E\U0000169B-\U0000169C\U000016EB-\U000016ED\U00001735-\U00001736\U000017D4-\U000017D6\U000017D8-\U000017DA\U00001800-\U0000180A\U00001944-\U00001945\U00001A1E-\U00001A1F\U00001AA0-\U00001AA6\U00001AA8-\U00001AAD\U00001B5A-\U00001B60\U00001BFC-\U00001BFF\U00001C3B-\U00001C3F\U00001C7E-\U00001C7F\U00001CC0-\U00001CC7\U00001CD3-\U00001CD3\U00002010-\U00002027\U00002030-\U00002043\U00002045-\U00002051\U00002053-\U0000205E\U0000207D-\U0000207E\U0000208D-\U0000208E\U00002308-\U0000230B\U00002329-\U0000232A\U00002768-\U00002775\U000027C5-\U000027C6\U000027E6-\U000027EF\U00002983-\U00002998\U000029D8-\U000029DB\U000029FC-\U000029FD\U00002CF9-\U00002CFC\U00002CFE-\U00002CFF\U00002D70-\U00002D70\U00002E00-\U00002E2E\U00002E30-\U00002E4F\U00002E52-\U00002E52\U00003001-\U00003003\U00003008-\U00003011\U00003014-\U0000301F\U00003030-\U00003030\U0000303D-\U0000303D\U000030A0-\U000030A0\U000030FB-\U000030FB\U0000A4FE-\U0000A4FF\U0000A60D-\U0000A60F\U0000A673-\U0000A673\U0000A67E-\U0000A67E\U0000A6F2-\U0000A6F7\U0000A874-\U0000A877\U0000A8CE-\U0000A8CF\U0000A8F8-\U0000A8FA\U0000A8FC-\U0000A8FC\U0000A92E-\U0000A92F\U0000A95F-\U0000A95F\U0000A9C1-\U0000A9CD\U0000A9DE-\U0000A9DF\U0000AA5C-\U0000AA5F\U0000AADE-\U0000AADF\U0000AAF0-\U0000AAF1\U0000ABEB-\U0000ABEB\U0000FD3E-\U0000FD3F\U0000FE10-\U0000FE19\U0000FE30-\U0000FE52\U0000FE54-\U0000FE61\U0000FE63-\U0000FE63\U0000FE68-\U0000FE68\U0000FE6A-\U0000FE6B\U0000FF01-\U0000FF03\U0000FF05-\U0000FF0A\U0000FF0C-\U0000FF0F\U0000FF1A-\U0000FF1B\U0000FF1F-\U0000FF20\U0000FF3B-\U0000FF3D\U0000FF3F-\U0000FF3F\U0000FF5B-\U0000FF5B\U0000FF5D-\U0000FF5D\U0000FF5F-\U0000FF65\U00010100-\U00010102\U0001039F-\U0001039F\U000103D0-\U000103D0\U0001056F-\U0001056F\U00010857-\U00010857\U0001091F-\U0001091F\U0001093F-\U0001093F\U00010A50-\U00010A58\U00010A7F-\U00010A7F\U00010AF0-\U00010AF6\U00010B39-\U00010B3F\U00010B99-\U00010B9C\U00010EAD-\U00010EAD\U00010F55-\U00010F59\U00011047-\U0001104D\U000110BB-\U000110BC\U000110BE-\U000110C1\U00011140-\U00011143\U00011174-\U00011175\U000111C5-\U000111C8\U000111CD-\U000111CD\U000111DB-\U000111DB\U000111DD-\U000111DF\U00011238-\U0001123D\U000112A9-\U000112A9\U0001144B-\U0001144F\U0001145A-\U0001145B\U0001145D-\U0001145D\U000114C6-\U000114C6\U000115C1-\U000115D7\U00011641-\U00011643\U00011660-\U0001166C\U0001173C-\U0001173E\U0001183B-\U0001183B\U00011944-\U00011946\U000119E2-\U000119E2\U00011A3F-\U00011A46\U00011A9A-\U00011A9C\U00011A9E-\U00011AA2\U00011C41-\U00011C45\U00011C70-\U00011C71\U00011EF7-\U00011EF8\U00011FFF-\U00011FFF\U00012470-\U00012474\U00016A6E-\U00016A6F\U00016AF5-\U00016AF5\U00016B37-\U00016B3B\U00016B44-\U00016B44\U00016E97-\U00016E9A\U00016FE2-\U00016FE2\U0001BC9F-\U0001BC9F\U0001DA87-\U0001DA8B\U0001E95E-\U0001E95F]+"}, +// {"[一-龥ࠀ-一가-퟿]+", L"[一-龥ࠀ-一가-퟿]+"}, +// {"\\s?[A-Za-zµÀ-ÖØ-öø-ƺƼ-ƿDŽ-ʓʕ-ʯͰ-ͳͶͷͻ-ͽͿΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-ՖႠ-ჅᎠ-Ᏽᏸ-ᏽᲐ-ᲺᲽ-Ჿᴀ-ᴫᵫ-ᵷᵹ-ᶚḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℴℹℼ-ℿⅅ-ⅉⅎↃↄⰀ-ⱻⱾ-ⳤⳫ-ⳮⳲⳳꙀ-ꙭꚀ-ꚛꜢ-ꝯꝱ-ꞇꞋ-ꞎꭰ-ꮿff-stﬓ-ﬗＡ-Ｚａ-ｚ𐐀-𐑏𐒰-𐓓𐓘-𐓻𐲀-𐲲𐳀-𐳲𑢠-𑣟𞤀-𞥃]+", L"\\s?[A-Za-zµÀ-ÖØ-öø-ƺƼ-ƿDŽ-ʓʕ-ʯͰ-ͳͶͷͻ-ͽͿΆΈ-ΊΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-ՖႠ-ჅᎠ-Ᏽᏸ-ᏽᲐ-ᲺᲽ-Ჿᴀ-ᴫᵫ-ᵷᵹ-ᶚḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙὛὝὟ-ώᾀ-ᾴᾶ-ᾼιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼℂℇℊ-ℓℕℙ-ℝℤΩℨK-ℭℯ-ℴℹℼ-ℿⅅ-ⅉⅎↃↄⰀ-ⱻⱾ-ⳤⳫ-ⳮⳲⳳꙀ-ꙭꚀ-ꚛꜢ-ꝯꝱ-ꞇꞋ-ꞎꭰ-ꮿff-stﬓ-ﬗＡ-Ｚａ-ｚ𐐀-𐑏𐒰-𐓓𐓘-𐓻𐲀-𐲲𐳀-𐳲𑢠-𑣟𞤀-𞥃]+"}, +// {"\\s?[!-/:-~！-／：-～‘-‟　-。]+", L"\\s?[!-/:-~！-／：-～‘-‟　-。]+"}, +// {"\\s+$", L"\\s+$"}, +// {"(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+", L"(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\nA-Za-zª-ªµ-µº-ºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮͰ-ʹͶ-ͷͺ-ͽͿ-ͿΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-Ֆՙ-ՙՠ-ֈא-תׯ-ײؠ-يٮ-ٯٱ-ۓە-ەۥ-ۦۮ-ۯۺ-ۼۿ-ۿܐ-ܐܒ-ܯݍ-ޥޱ-ޱߊ-ߪߴ-ߵߺ-ߺࠀ-ࠕࠚ-ࠚࠤ-ࠤࠨ-ࠨࡀ-ࡘࡠ-ࡪࢠ-ࢴࢶ-ࣇऄ-हऽ-ऽॐ-ॐक़-ॡॱ-ঀঅ-ঌএ-ঐও-নপ-রল-লশ-হঽ-ঽৎ-ৎড়-ঢ়য়-ৡৰ-ৱৼ-ৼਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹਖ਼-ੜਫ਼-ਫ਼ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હઽ-ઽૐ-ૐૠ-ૡૹ-ૹଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହଽ-ଽଡ଼-ଢ଼ୟ-ୡୱ-ୱஃ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹௐ-ௐఅ-ఌఎ-ఐఒ-నప-హఽ-ఽౘ-ౚౠ-ౡಀ-ಀಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽ-ಽೞ-ೞೠ-ೡೱ-ೲഄ-ഌഎ-ഐഒ-ഺഽ-ഽൎ-ൎൔ-ൖൟ-ൡൺ-ൿඅ-ඖක-නඳ-රල-ලව-ෆก-ะา-ำเ-ๆກ-ຂຄ-ຄຆ-ຊຌ-ຣລ-ລວ-ະາ-ຳຽ-ຽເ-ໄໆ-ໆໜ-ໟༀ-ༀཀ-ཇཉ-ཬྈ-ྌက-ဪဿ-ဿၐ-ၕၚ-ၝၡ-ၡၥ-ၦၮ-ၰၵ-ႁႎ-ႎႠ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚᎀ-ᎏᎠ-Ᏽᏸ-ᏽᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛱ-ᛸᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗ-ៗៜ-ៜᠠ-ᡸᢀ-ᢄᢇ-ᢨᢪ-ᢪᢰ-ᣵᤀ-ᤞᥐ-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉᨀ-ᨖᨠ-ᩔᪧ-ᪧᬅ-ᬳᭅ-ᭋᮃ-ᮠᮮ-ᮯᮺ-ᯥᰀ-ᰣᱍ-ᱏᱚ-ᱽᲀ-ᲈᲐ-ᲺᲽ-Ჿᳩ-ᳬᳮ-ᳳᳵ-ᳶᳺ-ᳺᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼⁱ-ⁱⁿ-ⁿₐ-ₜℂ-ℂℇ-ℇℊ-ℓℕ-ℕℙ-ℝℤ-ℤΩ-Ωℨ-ℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎ-ⅎↃ-ↄⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲ-ⳳⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ-ⸯ々-〆〱-〵〻-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄯㄱ-ㆎㆠ-ㆿㇰ-ㇿ㐀-䶿一-鿼ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘟꘪ-ꘫꙀ-ꙮꙿ-ꚝꚠ-ꛥꜗ-ꜟꜢ-ꞈꞋ-ꞿꟂ-ꟊꟵ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢꡀ-ꡳꢂ-ꢳꣲ-ꣷꣻ-ꣻꣽ-ꣾꤊ-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏ-ꧏꧠ-ꧤꧦ-ꧯꧺ-ꧾꨀ-ꨨꩀ-ꩂꩄ-ꩋꩠ-ꩶꩺ-ꩺꩾ-ꪯꪱ-ꪱꪵ-ꪶꪹ-ꪽꫀ-ꫀꫂ-ꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꬰ-ꭚꭜ-ꭩꭰ-ꯢ가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-יִײַ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼＡ-Ｚａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐊀-𐊜𐊠-𐋐𐌀-𐌟𐌭-𐍀𐍂-𐍉𐍐-𐍵𐎀-𐎝𐎠-𐏃𐏈-𐏏𐐀-𐒝𐒰-𐓓𐓘-𐓻𐔀-𐔧𐔰-𐕣𐘀-𐜶𐝀-𐝕𐝠-𐝧𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡠-𐡶𐢀-𐢞𐣠-𐣲𐣴-𐣵𐤀-𐤕𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨀𐨐-𐨓𐨕-𐨗𐨙-𐨵𐩠-𐩼𐪀-𐪜𐫀-𐫇𐫉-𐫤𐬀-𐬵𐭀-𐭕𐭠-𐭲𐮀-𐮑𐰀-𐱈𐲀-𐲲𐳀-𐳲𐴀-𐴣𐺀-𐺩𐺰-𐺱𐼀-𐼜𐼧-𐼧𐼰-𐽅𐾰-𐿄𐿠-𐿶𑀃-𑀷𑂃-𑂯𑃐-𑃨𑄃-𑄦𑅄-𑅄𑅇-𑅇𑅐-𑅲𑅶-𑅶𑆃-𑆲𑇁-𑇄𑇚-𑇚𑇜-𑇜𑈀-𑈑𑈓-𑈫𑊀-𑊆𑊈-𑊈𑊊-𑊍𑊏-𑊝𑊟-𑊨𑊰-𑋞𑌅-𑌌𑌏-𑌐𑌓-𑌨𑌪-𑌰𑌲-𑌳𑌵-𑌹𑌽-𑌽𑍐-𑍐𑍝-𑍡𑐀-𑐴𑑇-𑑊𑑟-𑑡𑒀-𑒯𑓄-𑓅𑓇-𑓇𑖀-𑖮𑗘-𑗛𑘀-𑘯𑙄-𑙄𑚀-𑚪𑚸-𑚸𑜀-𑜚𑠀-𑠫𑢠-𑣟𑣿-𑤆𑤉-𑤉𑤌-𑤓𑤕-𑤖𑤘-𑤯𑤿-𑤿𑥁-𑥁𑦠-𑦧𑦪-𑧐𑧡-𑧡𑧣-𑧣𑨀-𑨀𑨋-𑨲𑨺-𑨺𑩐-𑩐𑩜-𑪉𑪝-𑪝𑫀-𑫸𑰀-𑰈𑰊-𑰮𑱀-𑱀𑱲-𑲏𑴀-𑴆𑴈-𑴉𑴋-𑴰𑵆-𑵆𑵠-𑵥𑵧-𑵨𑵪-𑶉𑶘-𑶘𑻠-𑻲𑾰-𑾰𒀀-𒎙𒒀-𒕃𓀀-𓐮𔐀-𔙆𖠀-𖨸𖩀-𖩞𖫐-𖫭𖬀-𖬯𖭀-𖭃𖭣-𖭷𖭽-𖮏𖹀-𖹿𖼀-𖽊𖽐-𖽐𖾓-𖾟𖿠-𖿡𖿣-𖿣𗀀-𘟷𘠀-𘳕𘴀-𘴈𛀀-𛄞𛅐-𛅒𛅤-𛅧𛅰-𛋻𛰀-𛱪𛱰-𛱼𛲀-𛲈𛲐-𛲙𝐀-𝑔𝑖-𝒜𝒞-𝒟𝒢-𝒢𝒥-𝒦𝒩-𝒬𝒮-𝒹𝒻-𝒻𝒽-𝓃𝓅-𝔅𝔇-𝔊𝔍-𝔔𝔖-𝔜𝔞-𝔹𝔻-𝔾𝕀-𝕄𝕆-𝕆𝕊-𝕐𝕒-𝚥𝚨-𝛀𝛂-𝛚𝛜-𝛺𝛼-𝜔𝜖-𝜴𝜶-𝝎𝝐-𝝮𝝰-𝞈𝞊-𝞨𝞪-𝟂𝟄-𝟋𞄀-𞄬𞄷-𞄽𞅎-𞅎𞋀-𞋫𞠀-𞣄𞤀-𞥃𞥋-𞥋𞸀-𞸃𞸅-𞸟𞸡-𞸢𞸤-𞸤𞸧-𞸧𞸩-𞸲𞸴-𞸷𞸹-𞸹𞸻-𞸻𞹂-𞹂𞹇-𞹇𞹉-𞹉𞹋-𞹋𞹍-𞹏𞹑-𞹒𞹔-𞹔𞹗-𞹗𞹙-𞹙𞹛-𞹛𞹝-𞹝𞹟-𞹟𞹡-𞹢𞹤-𞹤𞹧-𞹪𞹬-𞹲𞹴-𞹷𞹹-𞹼𞹾-𞹾𞺀-𞺉𞺋-𞺛𞺡-𞺣𞺥-𞺩𞺫-𞺻𠀀-𪛝𪜀-𫜴𫝀-𫠝𫠠-𬺡𬺰-𮯠丽-𪘀𰀀-𱍊0-9²-³¹-¹٠-٩۰-۹߀-߉०-९০-৯੦-੯૦-૯୦-୯௦-௯౦-౯೦-೯൦-൯෦-෯๐-๙໐-໙༠-༩၀-၉႐-႙፩-፱០-៩᠐-᠙᥆-᥏᧐-᧚᪀-᪉᪐-᪙᭐-᭙᮰-᮹᱀-᱉᱐-᱙⁰-⁰⁴-⁹₀-₉①-⑨⑴-⑼⒈-⒐⓪-⓪⓵-⓽⓿-⓿❶-❾➀-➈➊-➒꘠-꘩꣐-꣙꤀-꤉꧐-꧙꧰-꧹꩐-꩙꯰-꯹０-９𐒠-𐒩𐩀-𐩃𐴰-𐴹𐹠-𐹨𑁒-𑁚𑁦-𑁯𑃰-𑃹𑄶-𑄿𑇐-𑇙𑋰-𑋹𑑐-𑑙𑓐-𑓙𑙐-𑙙𑛀-𑛉𑜰-𑜹𑣠-𑣩𑥐-𑥙𑱐-𑱙𑵐-𑵙𑶠-𑶩𖩠-𖩩𖭐-𖭙𝟎-𝟿𞅀-𞅉𞋰-𞋹𞥐-𞥙🄀-🄊🯰-🯹]?[A-Za-zª-ªµ-µº-ºÀ-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮͰ-ʹͶ-ͷͺ-ͽͿ-ͿΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁҊ-ԯԱ-Ֆՙ-ՙՠ-ֈא-תׯ-ײؠ-يٮ-ٯٱ-ۓە-ەۥ-ۦۮ-ۯۺ-ۼۿ-ۿܐ-ܐܒ-ܯݍ-ޥޱ-ޱߊ-ߪߴ-ߵߺ-ߺࠀ-ࠕࠚ-ࠚࠤ-ࠤࠨ-ࠨࡀ-ࡘࡠ-ࡪࢠ-ࢴࢶ-ࣇऄ-हऽ-ऽॐ-ॐक़-ॡॱ-ঀঅ-ঌএ-ঐও-নপ-রল-লশ-হঽ-ঽৎ-ৎড়-ঢ়য়-ৡৰ-ৱৼ-ৼਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹਖ਼-ੜਫ਼-ਫ਼ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હઽ-ઽૐ-ૐૠ-ૡૹ-ૹଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହଽ-ଽଡ଼-ଢ଼ୟ-ୡୱ-ୱஃ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹௐ-ௐఅ-ఌఎ-ఐఒ-నప-హఽ-ఽౘ-ౚౠ-ౡಀ-ಀಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽ-ಽೞ-ೞೠ-ೡೱ-ೲഄ-ഌഎ-ഐഒ-ഺഽ-ഽൎ-ൎൔ-ൖൟ-ൡൺ-ൿඅ-ඖක-නඳ-රල-ලව-ෆก-ะา-ำเ-ๆກ-ຂຄ-ຄຆ-ຊຌ-ຣລ-ລວ-ະາ-ຳຽ-ຽເ-ໄໆ-ໆໜ-ໟༀ-ༀཀ-ཇཉ-ཬྈ-ྌက-ဪဿ-ဿၐ-ၕၚ-ၝၡ-ၡၥ-ၦၮ-ၰၵ-ႁႎ-ႎႠ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚᎀ-ᎏᎠ-Ᏽᏸ-ᏽᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛱ-ᛸᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗ-ៗៜ-ៜᠠ-ᡸᢀ-ᢄᢇ-ᢨᢪ-ᢪᢰ-ᣵᤀ-ᤞᥐ-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉᨀ-ᨖᨠ-ᩔᪧ-ᪧᬅ-ᬳᭅ-ᭋᮃ-ᮠᮮ-ᮯᮺ-ᯥᰀ-ᰣᱍ-ᱏᱚ-ᱽᲀ-ᲈᲐ-ᲺᲽ-Ჿᳩ-ᳬᳮ-ᳳᳵ-ᳶᳺ-ᳺᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼⁱ-ⁱⁿ-ⁿₐ-ₜℂ-ℂℇ-ℇℊ-ℓℕ-ℕℙ-ℝℤ-ℤΩ-Ωℨ-ℨK-ℭℯ-ℹℼ-ℿⅅ-ⅉⅎ-ⅎↃ-ↄⰀ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲ-ⳳⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ-ⸯ々-〆〱-〵〻-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄯㄱ-ㆎㆠ-ㆿㇰ-ㇿ㐀-䶿一-鿼ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘟꘪ-ꘫꙀ-ꙮꙿ-ꚝꚠ-ꛥꜗ-ꜟꜢ-ꞈꞋ-ꞿꟂ-ꟊꟵ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢꡀ-ꡳꢂ-ꢳꣲ-ꣷꣻ-ꣻꣽ-ꣾꤊ-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏ-ꧏꧠ-ꧤꧦ-ꧯꧺ-ꧾꨀ-ꨨꩀ-ꩂꩄ-ꩋꩠ-ꩶꩺ-ꩺꩾ-ꪯꪱ-ꪱꪵ-ꪶꪹ-ꪽꫀ-ꫀꫂ-ꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꬰ-ꭚꭜ-ꭩꭰ-ꯢ가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-יִײַ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼＡ-Ｚａ-ｚｦ-ﾾￂ-ￇￊ-ￏￒ-ￗￚ-ￜ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐊀-𐊜𐊠-𐋐𐌀-𐌟𐌭-𐍀𐍂-𐍉𐍐-𐍵𐎀-𐎝𐎠-𐏃𐏈-𐏏𐐀-𐒝𐒰-𐓓𐓘-𐓻𐔀-𐔧𐔰-𐕣𐘀-𐜶𐝀-𐝕𐝠-𐝧𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡠-𐡶𐢀-𐢞𐣠-𐣲𐣴-𐣵𐤀-𐤕𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨀𐨐-𐨓𐨕-𐨗𐨙-𐨵𐩠-𐩼𐪀-𐪜𐫀-𐫇𐫉-𐫤𐬀-𐬵𐭀-𐭕𐭠-𐭲𐮀-𐮑𐰀-𐱈𐲀-𐲲𐳀-𐳲𐴀-𐴣𐺀-𐺩𐺰-𐺱𐼀-𐼜𐼧-𐼧𐼰-𐽅𐾰-𐿄𐿠-𐿶𑀃-𑀷𑂃-𑂯𑃐-𑃨𑄃-𑄦𑅄-𑅄𑅇-𑅇𑅐-𑅲𑅶-𑅶𑆃-𑆲𑇁-𑇄𑇚-𑇚𑇜-𑇜𑈀-𑈑𑈓-𑈫𑊀-𑊆𑊈-𑊈𑊊-𑊍𑊏-𑊝𑊟-𑊨𑊰-𑋞𑌅-𑌌𑌏-𑌐𑌓-𑌨𑌪-𑌰𑌲-𑌳𑌵-𑌹𑌽-𑌽𑍐-𑍐𑍝-𑍡𑐀-𑐴𑑇-𑑊𑑟-𑑡𑒀-𑒯𑓄-𑓅𑓇-𑓇𑖀-𑖮𑗘-𑗛𑘀-𑘯𑙄-𑙄𑚀-𑚪𑚸-𑚸𑜀-𑜚𑠀-𑠫𑢠-𑣟𑣿-𑤆𑤉-𑤉𑤌-𑤓𑤕-𑤖𑤘-𑤯𑤿-𑤿𑥁-𑥁𑦠-𑦧𑦪-𑧐𑧡-𑧡𑧣-𑧣𑨀-𑨀𑨋-𑨲𑨺-𑨺𑩐-𑩐𑩜-𑪉𑪝-𑪝𑫀-𑫸𑰀-𑰈𑰊-𑰮𑱀-𑱀𑱲-𑲏𑴀-𑴆𑴈-𑴉𑴋-𑴰𑵆-𑵆𑵠-𑵥𑵧-𑵨𑵪-𑶉𑶘-𑶘𑻠-𑻲𑾰-𑾰𒀀-𒎙𒒀-𒕃𓀀-𓐮𔐀-𔙆𖠀-𖨸𖩀-𖩞𖫐-𖫭𖬀-𖬯𖭀-𖭃𖭣-𖭷𖭽-𖮏𖹀-𖹿𖼀-𖽊𖽐-𖽐𖾓-𖾟𖿠-𖿡𖿣-𖿣𗀀-𘟷𘠀-𘳕𘴀-𘴈𛀀-𛄞𛅐-𛅒𛅤-𛅧𛅰-𛋻𛰀-𛱪𛱰-𛱼𛲀-𛲈𛲐-𛲙𝐀-𝑔𝑖-𝒜𝒞-𝒟𝒢-𝒢𝒥-𝒦𝒩-𝒬𝒮-𝒹𝒻-𝒻𝒽-𝓃𝓅-𝔅𝔇-𝔊𝔍-𝔔𝔖-𝔜𝔞-𝔹𝔻-𝔾𝕀-𝕄𝕆-𝕆𝕊-𝕐𝕒-𝚥𝚨-𝛀𝛂-𝛚𝛜-𝛺𝛼-𝜔𝜖-𝜴𝜶-𝝎𝝐-𝝮𝝰-𝞈𝞊-𝞨𝞪-𝟂𝟄-𝟋𞄀-𞄬𞄷-𞄽𞅎-𞅎𞋀-𞋫𞠀-𞣄𞤀-𞥃𞥋-𞥋𞸀-𞸃𞸅-𞸟𞸡-𞸢𞸤-𞸤𞸧-𞸧𞸩-𞸲𞸴-𞸷𞸹-𞸹𞸻-𞸻𞹂-𞹂𞹇-𞹇𞹉-𞹉𞹋-𞹋𞹍-𞹏𞹑-𞹒𞹔-𞹔𞹗-𞹗𞹙-𞹙𞹛-𞹛𞹝-𞹝𞹟-𞹟𞹡-𞹢𞹤-𞹤𞹧-𞹪𞹬-𞹲𞹴-𞹷𞹹-𞹼𞹾-𞹾𞺀-𞺉𞺋-𞺛𞺡-𞺣𞺥-𞺩𞺫-𞺻𠀀-𪛝𪜀-𫜴𫝀-𫠝𫠠-𬺡𬺰-𮯠丽-𪘀𰀀-𱍊]+|[0-9²-³¹-¹٠-٩۰-۹߀-߉०-९০-৯੦-੯૦-૯୦-୯௦-௯౦-౯೦-೯൦-൯෦-෯๐-๙໐-໙༠-༩၀-၉႐-႙፩-፱០-៩᠐-᠙᥆-᥏᧐-᧚᪀-᪉᪐-᪙᭐-᭙᮰-᮹᱀-᱉᱐-᱙⁰-⁰⁴-⁹₀-₉①-⑨⑴-⑼⒈-⒐⓪-⓪⓵-⓽⓿-⓿❶-❾➀-➈➊-➒꘠-꘩꣐-꣙꤀-꤉꧐-꧙꧰-꧹꩐-꩙꯰-꯹０-９𐒠-𐒩𐩀-𐩃𐴰-𐴹𐹠-𐹨𑁒-𑁚𑁦-𑁯𑃰-𑃹𑄶-𑄿𑇐-𑇙𑋰-𑋹𑑐-𑑙𑓐-𑓙𑙐-𑙙𑛀-𑛉𑜰-𑜹𑣠-𑣩𑥐-𑥙𑱐-𑱙𑵐-𑵙𑶠-𑶩𖩠-𖩩𖭐-𖭙𝟎-𝟿𞅀-𞅉𞋰-𞋹𞥐-𞥙🄀-🄊🯰-🯹]{1,3}| 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}; const std::set unicode_regex_with_custom_preprocessor = { diff --git a/unicode.cpp b/unicode.cpp index 388e92379..d21f3fa46 100644 --- a/unicode.cpp +++ b/unicode.cpp @@ -494,19 +494,81 @@ char32_t unicode_tolower(char32_t cp) { std::vector unicode_regex_split(const std::string & text, const std::vector & regex_exprs) { std::wstring wtext = unicode_wstring_from_utf8(text); + // compute collapsed codepoints only if needed by at least one regex + bool need_collapse = false; + for (auto & regex_expr : regex_exprs) { + // search for \\p{L} or \\p{N} + if (std::string::npos != regex_expr.find("\\p{N}") || + std::string::npos != regex_expr.find("\\p{L}") || + std::string::npos != regex_expr.find("\\p{P}")) { + need_collapse = true; + break; + } + } + + std::wstring wtext_collapsed; + if (need_collapse) { + // collapse all digit, letter and punctuation cpts to a single codepoint + // the collapsed codepoint is selected to be the one at the end of the range + // + // - convert text to cpts + // - collapse digit cpts to 0x0001FBF9 + // - collapse letter cpts to 0x0003134A + // - collapse punctuation cpts to 0x0001E95F + // - convert back to text + auto cpts = unicode_cpts_from_utf8(text); + for (size_t i = 0; i < cpts.size(); ++i) { + if (unicode_cpt_type(cpts[i]) == CODEPOINT_TYPE_DIGIT) { + cpts[i] = 0x0001FBF9; + } else if (unicode_cpt_type(cpts[i]) == CODEPOINT_TYPE_LETTER) { + cpts[i] = 0x0003134A; + } else if (unicode_cpt_type(cpts[i]) == CODEPOINT_TYPE_PUNCTUATION) { + cpts[i] = 0x0001E95F; + } + } + wtext_collapsed = unicode_wstring_from_utf8(unicode_cpts_to_utf8(cpts)); + } + std::vector bpe_offsets = {wtext.size()}; for (auto & regex_expr : regex_exprs) { if (unicode_regex_with_custom_preprocessor_exists(regex_expr)) { bpe_offsets = unicode_regex_custom_preprocess(regex_expr, wtext, bpe_offsets); - } else if (unicode_regex_equivalent_wregex_exists(regex_expr)) { - const std::wstring & wregex_expr = unicode_regex_equivalent_wregex.at(regex_expr); - bpe_offsets = unicode_regex_preprocess(wtext, bpe_offsets, wregex_expr); + //} else if (unicode_regex_equivalent_wregex_exists(regex_expr)) { + // const std::wstring & wregex_expr = unicode_regex_equivalent_wregex.at(regex_expr); + // bpe_offsets = unicode_regex_preprocess(wtext, bpe_offsets, wregex_expr); } else { // fallback try { - const std::wstring wregex_expr = unicode_wstring_from_utf8(regex_expr); - bpe_offsets = unicode_regex_preprocess(wtext, bpe_offsets, wregex_expr); + // if a unicode category is used in the regex, we use the collapsed text and replace the unicode category + // with the corresponding collapsed codepoint + if (std::string::npos != regex_expr.find("\\p{N}") || + std::string::npos != regex_expr.find("\\p{L}") || + std::string::npos != regex_expr.find("\\p{P}")) { + // replace \\p{N} with \U0001FBF9 + // replace \\p{L} with \U0003134A + // replace \\p{P} with \U0001E95F + std::wstring wregex_expr = unicode_wstring_from_utf8(regex_expr); + for (size_t i = 0; i < wregex_expr.size(); ++i) { + if (wregex_expr[i] == L'\\' && i + 1 < wregex_expr.size()) { + if (wregex_expr[i + 1] == L'p' && i + 3 < wregex_expr.size()) { + if (wregex_expr[i + 2] == L'{' && wregex_expr[i + 4] == L'}') { + if (wregex_expr[i + 3] == L'N') { + wregex_expr.replace(i, 5, L"\U0001FBF9"); + } else if (wregex_expr[i + 3] == L'L') { + wregex_expr.replace(i, 5, L"\U0003134A"); + } else if (wregex_expr[i + 3] == L'P') { + wregex_expr.replace(i, 5, L"\U0001E95F"); + } + } + } + } + } + bpe_offsets = unicode_regex_preprocess(wtext_collapsed, bpe_offsets, wregex_expr); + } else { + const std::wstring wregex_expr = unicode_wstring_from_utf8(regex_expr); + bpe_offsets = unicode_regex_preprocess(wtext, bpe_offsets, wregex_expr); + } } catch (std::regex_error & e) { fprintf(stderr, "Failed to process regex: '%s'\n", regex_expr.c_str()); fprintf(stderr, "Regex error: %s\n", e.what());