removes combining marks from arabic words instead of treating them as punctuation

Former-commit-id: cebca52ea3
This commit is contained in:
Joshua Chin 2015-06-25 12:36:41 -04:00
parent c00a87791d
commit b510e4144d
4 changed files with 34 additions and 10 deletions

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@ -1,3 +1,3 @@
recursive-include wordfreq/data *.gz
include README.md
include data/non_punct.txt
recursive-include wordfreq/data *.txt

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@ -41,29 +41,51 @@ def _non_punct_class():
- P: punctuation
- S: symbols
- Z: separators
- M: combining marks
- C: control characters
This will classify symbols, including emoji, as punctuation; callers that
want to treat emoji separately should filter them out first.
"""
non_punct = DATA_PATH / 'non_punct.txt'
non_punct_file = DATA_PATH / 'non_punct.txt'
try:
with non_punct.open() as file:
with non_punct_file.open() as file:
return file.read()
except FileNotFoundError:
non_punct = [x for x in range(0x110000)
if unicodedata.category(chr(x))[0] not in 'PSZMC']
if unicodedata.category(chr(x))[0] not in 'PSZC']
non_punct_ranges = to_ranges(non_punct)
out = '[%s]' % ''.join("%s-%s" % (chr(start), chr(end))
for start, end in non_punct_ranges)
with non_punct.open(mode='w') as file:
with non_punct_file.open(mode='w') as file:
file.write(out)
return out
def _combining_mark_class():
"""
Builds a regex that matches anything that is a combining mark
"""
_combining_mark_file = DATA_PATH / 'combining_mark.txt'
try:
with _combining_mark_file.open() as file:
return file.read()
except FileNotFoundError:
combining_mark = [x for x in range(0x110000)
if unicodedata.category(chr(x))[0] == 'M']
combining_mark_ranges = to_ranges(combining_mark)
out = '[%s]' % ''.join("%s-%s" % (chr(start), chr(end))
for start, end in combining_mark_ranges)
with _combining_mark_file.open(mode='w') as file:
file.write(out)
return out
def to_ranges(seq):
"""
Converts a sequence of int's into a list of inclusives ranges
@ -78,7 +100,7 @@ def to_ranges(seq):
return ranges
COMBINING_MARK_RE = re.compile(_combining_mark_class())
NON_PUNCT_RANGE = _non_punct_class()
TOKEN_RE = re.compile("{0}|{1}+(?:'{1}+)*".format(EMOJI_RANGE, NON_PUNCT_RANGE))
@ -107,7 +129,7 @@ def tokenize(text, lang):
So far, this means that Japanese is handled by mecab_tokenize, and
everything else is handled by simple_tokenize. Additionally, Arabic commas
are removed.
and combining marks are removed.
Strings that are looked up in wordfreq will be run through this function
first, so that they can be expected to match the data.
@ -120,7 +142,8 @@ def tokenize(text, lang):
return mecab_tokenize(text)
elif lang == 'ar':
tokens = simple_tokenize(text)
tokens = [token.replace('ـ', '') for token in tokens]
tokens = [token.replace('ـ', '') for token in tokens] # remove arabic commas
tokens = [COMBINING_MARK_RE.sub('', token) for token in tokens]
return [token for token in tokens if token] # remove empty strings
else:
return simple_tokenize(text)

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@ -0,0 +1 @@
[̀-ͯ҃-҉֑-ֽֿ-ֿׁ-ׂׄ-ׇׅ-ׇؐ-ًؚ-ٰٟ-ٰۖ-ۜ۟-ۤۧ-۪ۨ-ܑۭ-ܑܰ-݊ަ-ް߫-߳ࠖ-࠙ࠛ-ࠣࠥ-ࠧࠩ-࡙࠭-࡛ࣤ-ࣾऀ-ःऺ-़ा-ॏ॑-ॗॢ-ॣঁ-ঃ়-়া-ৄে-ৈো-্ৗ-ৗৢ-ৣਁ-ਃ਼-਼ਾ-ੂੇ-ੈੋ-੍ੑ-ੑੰ-ੱੵ-ੵઁ-ઃ઼-઼ા-ૅે-ૉો-્ૢ-ૣଁ-ଃ଼-଼ା-ୄେ-ୈୋ-୍ୖ-ୗୢ-ୣஂ-ஂா-ூெ-ைொ-்ௗ-ௗఁ-ఃా-ౄె-ైొ-్ౕ-ౖౢ-ౣಂ-ಃ಼-಼ಾ-ೄೆ-ೈೊ-್ೕ-ೖೢ-ೣം-ഃാ-ൄെ-ൈൊ-്ൗ-ൗൢ-ൣං-ඃ්-්ා-ුූ-ූෘ-ෟෲ-ෳั-ัิ-ฺ็-๎ັ-ັິ-ູົ-ຼ່-ໍ༘-༙༵-༵༷-༹༷-༹༾-༿ཱ-྄྆-྇ྍ-ྗྙ-ྼ࿆-࿆ါ-ှၖ-ၙၞ-ၠၢ-ၤၧ-ၭၱ-ၴႂ-ႍႏ-ႏႚ-ႝ፝-፟ᜒ-᜔ᜲ-᜴ᝒ-ᝓᝲ-ᝳ឴-៓៝-៝᠋-᠍ᢩ-ᢩᤠ-ᤫᤰ-᤻ᦰ-ᧀᧈ-ᧉᨗ-ᨛᩕ-ᩞ᩠-᩿᩼-᩿ᬀ-ᬄ᬴-᭄᭫-᭳ᮀ-ᮂᮡ-ᮭ᯦-᯳ᰤ-᰷᳐-᳔᳒-᳨᳭-᳭ᳲ-᳴᷀-ᷦ᷼-᷿⃐-⃰⳯-⵿⳱-⵿ⷠ-〪ⷿ-゙〯-゚꙯-꙲ꙴ-꙽ꚟ-ꚟ꛰-꛱ꠂ-ꠂ꠆-꠆ꠋ-ꠋꠣ-ꠧꢀ-ꢁꢴ-꣄꣠-꣱ꤦ-꤭ꥇ-꥓ꦀ-ꦃ꦳-꧀ꨩ-ꨶꩃ-ꩃꩌ-ꩍꩻ-ꩻꪰ-ꪰꪲ-ꪴꪷ-ꪸꪾ-꪿꫁-꫁ꫫ-ꫯꫵ-꫶ꯣ-ꯪ꯬-꯭ﬞ-ﬞ︀-️︠-𐇽︦-𐇽𐨁-𐨃𐨅-𐨆𐨌-𐨏𐨸-𐨿𐨺-𐨿𑀀-𑀂𑀸-𑁆𑂀-𑂂𑂰-𑂺𑄀-𑄂𑄧-𑄴𑆀-𑆂𑆳-𑇀𑚫-𑚷𖽑-𖽾𖾏-𖾒𝅥-𝅩𝅭-𝅲𝅻-𝆂𝆅-𝆋𝆪-𝆭𝉂-𝉄󠄀-󠇯]

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@ -1 +1 @@
[0-9A-Za-zª-ª²-³µ-µ¹-º¼-¾À-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮͰ-ʹͶ-ͷͺ-ͽΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁҊ-ԧԱ-Ֆՙ-ՙա-ևא-תװ-ײؠ-ي٠-٩ٮ-ٯٱ-ۓە-ەۥ-ۦۮ-ۼۿ-ۿܐ-ܐܒ-ܯݍ-ޥޱ-ޱ߀-ߪߴ-ߵߺ-ߺࠀ-ࠕࠚ-ࠚࠤ-ࠤࠨ-ࠨࡀ-ࡘࢠ-ࢠࢢ-ࢬऄ-हऽ-ऽॐ-ॐक़-ॡ०-९ॱ-ॷॹ-ॿঅ-ঌএ-ঐও-নপ-রল-লশ-হঽ-ঽৎ-ৎড়-ঢ়য়-ৡ০-ৱ৴-৹ਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹਖ਼-ੜਫ਼-ਫ਼੦-੯ੲ-ੴઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હઽ-ઽૐ-ૐૠ-ૡ૦-૯ଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହଽ-ଽଡ଼-ଢ଼ୟ-ୡ୦-୯ୱ-୷ஃ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹௐ-ௐ௦-௲అ-ఌఎ-ఐఒ-నప-ళవ-హఽ-ఽౘ-ౙౠ-ౡ౦-౯౸-౾ಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹಽ-ಽೞ-ೞೠ-ೡ೦-೯ೱ-ೲഅ-ഌഎ-ഐഒ-ഺഽ-ഽൎ-ൎൠ-ൡ൦-൵ൺ-ൿඅ-ඖක-නඳ-රල-ලව-ෆก-ะา-ำเ-ๆ๐-๙ກ-ຂຄ-ຄງ-ຈຊ-ຊຍ-ຍດ-ທນ-ຟມ-ຣລ-ລວ-ວສ-ຫອ-ະາ-ຳຽ-ຽເ-ໄໆ-ໆ໐-໙ໜ-ໟༀ-ༀ༠-༳ཀ-ཇཉ-ཬྈ-ྌက-ဪဿ-၉ၐ-ၕၚ-ၝၡ-ၡၥ-ၦၮ-ၰၵ-ႁႎ-ႎ႐-႙Ⴀ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚ፩-፼ᎀ-ᎏᎠ-Ᏼᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛮ-ᛰᜀ-ᜌᜎ-ᜑᜠ-ᜱᝀ-ᝑᝠ-ᝬᝮ-ᝰក-ឳៗ-ៗៜ-ៜ០-៩៰-៹᠐-᠙ᠠ-ᡷᢀ-ᢨᢪ-ᢪᢰ-ᣵᤀ-ᤜ᥆-ᥭᥰ-ᥴᦀ-ᦫᧁ-ᧇ᧐-᧚ᨀ-ᨖᨠ-ᩔ᪀-᪉᪐-᪙ᪧ-ᪧᬅ-ᬳᭅ-ᭋ᭐-᭙ᮃ-ᮠᮮ-ᯥᰀ-ᰣ᱀-᱉ᱍ-ᱽᳩ-ᳬᳮ-ᳱᳵ-ᳶᴀ-ᶿḀ-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼ⁰-ⁱ⁴-⁹ⁿ-₉ₐ-ₜℂ-ℂℇ-ℇℊ----ℤΩ-Ωℨ---ℹℼ-ℿⅅ-ⅉⅎ-ⅎ⅐-↉①-⒛⓪-⓿❶-➓Ⰰ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳮⳲ-ⳳ⳽-⳽ⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯⶀ-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⸯ-ⸯ々-〇〡-〩〱-〵〸-〼ぁ-ゖゝ-ゟァ-ヺー-ヿㄅ-ㄭㄱ-ㆎ㆒-㆕ㆠ-ㆺㇰ-ㇿ㈠-㈩㉈-㉏㉑-㉟㊀-㊉㊱-㊿㐀-䶵一-鿌ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘫꙀ-ꙮꙿ-ꚗꚠ-ꛯꜗ-ꜟꜢ-ꞈꞋ-ꞎꞐ-ꞓꞠ-Ɦꟸ-ꠁꠃ-ꠅꠇ-ꠊꠌ-ꠢ꠰-꠵ꡀ-ꡳꢂ-ꢳ꣐-꣙ꣲ-ꣷꣻ-ꣻ꤀-ꤥꤰ-ꥆꥠ-ꥼꦄ-ꦲꧏ-꧙ꨀ-ꨨꩀ-ꩂꩄ-ꩋ꩐-꩙ꩠ-ꩶꩺ-ꩺꪀ-ꪯꪱ-ꪱꪵ-ꪶꪹ-ꪽꫀ-ꫀꫂ-ꫂꫛ-ꫝꫠ-ꫪꫲ-ꫴꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꯀ-ꯢ꯰-꯹가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-יִײַ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻﹰ-ﹴﹶ-ﻼ0---zヲ-하-ᅦᅧ-ᅬᅭ-ᅲᅳ-ᅵ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐄇-𐄳𐅀-𐅸𐆊-𐆊𐊀-𐊜𐊠-𐋐𐌀-𐌞𐌠-𐌣𐌰-𐍊𐎀-𐎝𐎠-𐏃𐏈-𐏏𐏑-𐏕𐐀-𐒝𐒠-𐒩𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡘-𐡟𐤀-𐤛𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨀𐨐-𐨓𐨕-𐨗𐨙-𐨳𐩀-𐩇𐩠-𐩾𐬀-𐬵𐭀-𐭕𐭘-𐭲𐭸-𐭿𐰀-𐱈𐹠-𐹾𑀃-𑀷𑁒-𑁯𑂃-𑂯𑃐-𑃨𑃰-𑃹𑄃-𑄦𑄶-𑄿𑆃-𑆲𑇁-𑇄𑇐-𑇙𑚀-𑚪𑛀-𑛉𒀀-𒍮𒐀-𒑢𓀀-𓐮𖠀-𖨸𖼀-𖽄𖽐-𖽐𖾓-𖾟𛀀-𛀁𝍠-𝍱𝐀-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-𝟋𝟎-𝟿𞸀-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-𞺻🄀-🄊𠀀-𪛖𪜀-𫜴𫝀-𫠝丽-𪘀]
[0-9A-Za-zª-ª²-³µ-µ¹-º¼-¾À-ÖØ-öø-ˁˆ-ˑˠ-ˤˬ-ˬˮ-ˮ̀-ʹͶ-ͷͺ-ͽΆ-ΆΈ-ΊΌ-ΌΎ-ΡΣ-ϵϷ-ҁ҃-ԧԱ-Ֆՙ-ՙա-և֑-ֽֿ-ֿׁ-ׂׄ-ׇׅ-ׇא-תװ-ײؐ-ؚؠ-٩ٮ-ۓە-ۜ۟-۪ۨ-ۼۿ-ۿܐ-݊ݍ-ޱ߀-ߵߺ-ߺࠀ-࠭ࡀ-࡛ࢠ-ࢠࢢ-ࢬࣤ-ࣾऀ-ॣ०-९ॱ-ॷॹ-ॿঁ-ঃঅ-ঌএ-ঐও-নপ-রল-লশ-হ়-ৄে-ৈো-ৎৗ-ৗড়-ঢ়য়-ৣ০-ৱ৴-৹ਁ-ਃਅ-ਊਏ-ਐਓ-ਨਪ-ਰਲ-ਲ਼ਵ-ਸ਼ਸ-ਹ਼-਼ਾ-ੂੇ-ੈੋ-੍ੑ-ੑਖ਼-ੜਫ਼-ਫ਼੦-ੵઁ-ઃઅ-ઍએ-ઑઓ-નપ-રલ-ળવ-હ઼-ૅે-ૉો-્ૐ-ૐૠ-ૣ૦-૯ଁ-ଃଅ-ଌଏ-ଐଓ-ନପ-ରଲ-ଳଵ-ହ଼-ୄେ-ୈୋ-୍ୖ-ୗଡ଼-ଢ଼ୟ-ୣ୦-୯ୱ-୷ஂ-ஃஅ-ஊஎ-ஐஒ-கங-சஜ-ஜஞ-டண-தந-பம-ஹா-ூெ-ைொ-்ௐ-ௐௗ-ௗ௦-௲ఁ-ఃఅ-ఌఎ-ఐఒ-నప-ళవ-హఽ-ౄె-ైొ-్ౕ-ౖౘ-ౙౠ-ౣ౦-౯౸-౾ಂ-ಃಅ-ಌಎ-ಐಒ-ನಪ-ಳವ-ಹ಼-ೄೆ-ೈೊ-್ೕ-ೖೞ-ೞೠ-ೣ೦-೯ೱ-ೲം-ഃഅ-ഌഎ-ഐഒ-ഺഽ-ൄെ-ൈൊ-ൎൗ-ൗൠ-ൣ൦-൵ൺ-ൿං-ඃඅ-ඖක-නඳ-රල-ලව-ෆ්-්ා-ුූ-ූෘ-ෟෲ-ෳก-ฺเ-๎๐-๙ກ-ຂຄ-ຄງ-ຈຊ-ຊຍ-ຍດ-ທນ-ຟມ-ຣລ-ລວ-ວສ-ຫອ-ູົ-ຽເ-ໄໆ-ໆ່-ໍ໐-໙ໜ-ໟༀ-ༀ༘-༙༠-༳༵-༵༷-༹༷-༹༾-ཇཉ-ཬཱ-྄྆-ྗྙ-ྼ࿆-࿆က-၉ၐ-ႝႠ-ჅჇ-ჇჍ-Ⴭა-ჺჼ-ቈቊ-ቍቐ-ቖቘ-ቘቚ-ቝበ-ኈኊ-ኍነ-ኰኲ-ኵኸ-ኾዀ-ዀዂ-ዅወ-ዖዘ-ጐጒ-ጕጘ-ፚ፝-፟፩-፼ᎀ-ᎏᎠ-Ᏼᐁ-ᙬᙯ-ᙿᚁ-ᚚᚠ-ᛪᛮ-ᛰᜀ-ᜌᜎ-᜔ᜠ-᜴ᝀ-ᝓᝠ-ᝬᝮ-ᝰᝲ-ᝳក-៓ៗ-ៗៜ-៝០-៩៰-៹᠋-᠍᠐-᠙ᠠ-ᡷᢀ-ᢪᢰ-ᣵᤀ-ᤜᤠ-ᤫᤰ-᤻᥆-ᥭᥰ-ᥴᦀ-ᦫᦰ-ᧉ᧐-᧚ᨀ-ᨛᨠ-ᩞ᩠-᩿᩼-᪉᪐-᪙ᪧ-ᪧᬀ-ᭋ᭐-᭙᭫-᭳ᮀ-᯳ᰀ-᰷᱀-᱉ᱍ-ᱽ᳐-᳔᳒-ᳶᴀ-ᷦ᷼-ἕἘ-Ἕἠ-ὅὈ-Ὅὐ-ὗὙ-ὙὛ-ὛὝ-ὝὟ-ώᾀ-ᾴᾶ-ᾼι-ιῂ-ῄῆ-ῌῐ-ΐῖ-Ίῠ-Ῥῲ-ῴῶ-ῼ⁰-ⁱ⁴-⁹ⁿ-₉ₐ-ₜ⃐-⃰-ℂℇ-ℇℊ----ℤΩ-Ωℨ---ℹℼ-ℿⅅ-ⅉⅎ-ⅎ⅐-↉①-⒛⓪-⓿❶-➓Ⰰ-Ⱞⰰ-ⱞⱠ-ⳤⳫ-ⳳ⳽-⳽ⴀ-ⴥⴧ-ⴧⴭ-ⴭⴰ-ⵧⵯ-ⵯ⵿-ⶖⶠ-ⶦⶨ-ⶮⶰ-ⶶⶸ-ⶾⷀ-ⷆⷈ-ⷎⷐ-ⷖⷘ-ⷞⷠ-ⷿⸯ-ⸯ々-〇〡-〯〱-〵〸-〼ぁ-ゖ゙-゚ゝ-ゟァ-ヺー-ヿㄅ-ㄭㄱ-ㆎ㆒-㆕ㆠ-ㆺㇰ-ㇿ㈠-㈩㉈-㉏㉑-㉟㊀-㊉㊱-㊿㐀-䶵一-鿌ꀀ-ꒌꓐ-ꓽꔀ-ꘌꘐ-ꘫꙀ-꙲ꙴ-꙽ꙿ-ꚗꚟ-꛱ꜗ-ꜟꜢ-ꞈꞋ-ꞎꞐ-ꞓꞠ-Ɦꟸ-ꠧ꠰-꠵ꡀ-ꡳꢀ-꣄꣐-꣙꣠-ꣷꣻ-ꣻ꤀-꤭ꤰ-꥓ꥠ-ꥼꦀ-꧀ꧏ-꧙ꨀ-ꨶꩀ-ꩍ꩐-꩙ꩠ-ꩶꩺ-ꩻꪀ-ꫂꫛ-ꫝꫠ-ꫯꫲ-꫶ꬁ-ꬆꬉ-ꬎꬑ-ꬖꬠ-ꬦꬨ-ꬮꯀ-ꯪ꯬-꯭꯰-꯹가-힣ힰ-ퟆퟋ-ퟻ豈-舘並-龎ff-stﬓ-ﬗיִ-ﬨשׁ-זּטּ-לּמּ-מּנּ-סּףּ-פּצּ-ﮱﯓ-ﴽﵐ-ﶏﶒ-ﷇﷰ-ﷻ-️︠-︦ﹰ-ﹴﹶ-ﻼ0---zヲ-하-ᅦᅧ-ᅬᅭ-ᅲᅳ-ᅵ𐀀-𐀋𐀍-𐀦𐀨-𐀺𐀼-𐀽𐀿-𐁍𐁐-𐁝𐂀-𐃺𐄇-𐄳𐅀-𐅸𐆊-𐆊𐇽-𐇽𐊀-𐊜𐊠-𐋐𐌀-𐌞𐌠-𐌣𐌰-𐍊𐎀-𐎝𐎠-𐏃𐏈-𐏏𐏑-𐏕𐐀-𐒝𐒠-𐒩𐠀-𐠅𐠈-𐠈𐠊-𐠵𐠷-𐠸𐠼-𐠼𐠿-𐡕𐡘-𐡟𐤀-𐤛𐤠-𐤹𐦀-𐦷𐦾-𐦿𐨀-𐨃𐨅-𐨆𐨌-𐨓𐨕-𐨗𐨙-𐨳𐨸-𐨿𐨺-𐩇𐩠-𐩾𐬀-𐬵𐭀-𐭕𐭘-𐭲𐭸-𐭿𐰀-𐱈𐹠-𐹾𑀀-𑁆𑁒-𑁯𑂀-𑂺𑃐-𑃨𑃰-𑃹𑄀-𑄴𑄶-𑄿𑆀-𑇄𑇐-𑇙𑚀-𑚷𑛀-𑛉𒀀-𒍮𒐀-𒑢𓀀-𓐮𖠀-𖨸𖼀-𖽄𖽐-𖽾𖾏-𖾟𛀀-𛀁𝅥-𝅩𝅭-𝅲𝅻-𝆂𝆅-𝆋𝆪-𝆭𝉂-𝉄𝍠-𝍱𝐀-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-𝟋𝟎-𝟿𞸀-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-𞺻🄀-🄊𠀀-𪛖𪜀-𫜴𫝀-𫠝丽-𪘀󠄀-󠇯]