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5 changed files with 125 additions and 16097 deletions

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@ -8,7 +8,7 @@ from .lex_attrs import LEX_ATTRS
from .punctuation import TOKENIZER_INFIXES, TOKENIZER_PREFIXES, TOKENIZER_SUFFIXES
from .stop_words import STOP_WORDS
from .syntax_iterators import SYNTAX_ITERATORS
from .tokenizer_exceptions import TOKEN_MATCH, TOKENIZER_EXCEPTIONS
from .tokenizer_exceptions import TOKENIZER_EXCEPTIONS
class FrenchDefaults(BaseDefaults):
@ -16,7 +16,6 @@ class FrenchDefaults(BaseDefaults):
prefixes = TOKENIZER_PREFIXES
infixes = TOKENIZER_INFIXES
suffixes = TOKENIZER_SUFFIXES
token_match = TOKEN_MATCH
lex_attr_getters = LEX_ATTRS
syntax_iterators = SYNTAX_ITERATORS
stop_words = STOP_WORDS
@ -47,7 +46,12 @@ def make_lemmatizer(
scorer: Optional[Callable],
):
return FrenchLemmatizer(
nlp.vocab, model, name, mode=mode, overwrite=overwrite, scorer=scorer
nlp.vocab,
model,
name,
mode=mode,
overwrite=overwrite,
scorer=scorer,
)

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@ -5,7 +5,6 @@ Example sentences to test spaCy and its language models.
>>> docs = nlp.pipe(sentences)
"""
sentences = [
"Apple cherche à acheter une start-up anglaise pour 1 milliard de dollars",
"Les voitures autonomes déplacent la responsabilité de l'assurance vers les constructeurs",
@ -19,4 +18,18 @@ sentences = [
"Qui est le président de la France ?",
"Où est la capitale des États-Unis ?",
"Quand est né Barack Obama ?",
"Où va-t'on?",
"Je ne sais pas mais on y va depuis le 2023-12-21.",
"Qu'en est-t-il des autres?",
"Sont-iels à Villar-le-ruisseau?",
"Et les non-humain-es?",
"Et le produit anti-nominaliste?",
"T'en as? Tu m'en donnnes?",
"Sinon mets-en un peu par terre.",
"il n'y a plus rien ici, enfin j'crois, nos p'tites affaires ont été enl'vées.",
"aujourd'hui, c'est comme ça.",
"un.e directeur.ice, des employé.es.",
"des non-humain-es étaient là aussi, visiblement heureux·ses.",
"j'ai trouvé ça surhttps://site_inexistant.fr/accueil#milieu ou www.quelque_part.com/ je pense.",
"ou alors le 21/12 oui c'est ça c'était le 21/12/2023... ou alors le 12.02.2005",
]

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@ -5,31 +5,83 @@ from ..char_classes import (
CONCAT_QUOTES,
CURRENCY,
LIST_ELLIPSES,
LIST_ICONS,
LIST_PUNCT,
LIST_QUOTES,
UNITS,
merge_chars,
)
from ..punctuation import TOKENIZER_INFIXES, TOKENIZER_PREFIXES
ELISION = "' ".replace(" ", "")
ELISION = " ' ` ´ ".replace(" ", "")
HYPHENS = r"- ".replace(" ", "")
_prefixes_elision = "d l n"
_prefixes_elision += " " + _prefixes_elision.upper()
_hyphen_suffixes = "ce clés elle en il ils je là moi nous on t vous"
_hyphen_suffixes += " " + _hyphen_suffixes.upper()
_prefixes = TOKENIZER_PREFIXES + [
r"(?:({pe})[{el}])(?=[{a}])".format(
a=ALPHA, el=ELISION, pe=merge_chars(_prefixes_elision)
)
# fmt: off
_suffix_inversion = [
"je", "tu", "on", "il", "elle", "iel",
"nous", "vous", "elles", "ils", "iels",
"moi", "toi", "lui", "leur", "eux", "elleux",
"ce", "ici", "",
# to avoid matching: Villar-le-bois
fr"la(?![{HYPHENS}])",
fr"le(?![{HYPHENS}])",
fr"les(?![{HYPHENS}])",
fr"en(?![{HYPHENS}])", "y",
# a-t-on, a-t'on
fr"t[{HYPHENS}]??[{ELISION}]?",
fr"m[{ELISION}]?",
]
_prefix_elision = [
"n", "s", "c", "d", "j", "m", "t", "l", "qu",
# i exclude "quelqu'un"/"quelqu'un" because it's one token (and not quelque + un, which would lacks the idea of 'one person').
fr"quelqu(?![{ELISION}]un[ex]*\b)",
"jusqu", "presqu", "lorsqu", "puisqu", "quoiqu",
]
# fmt: on
_suffixes = (
def upperandtitle(a):
"""[alors, on] -> [alors, Alors, ALORS, on, On, ON]"""
def fn(i):
t = i[0].upper() + i[1:]
u = i.upper()
return [i, t] if t == u else [i, t, u]
return [x for y in [fn(i) for i in a] for x in y]
_elision = rf"(?:\b(?:{r'|'.join(upperandtitle(_prefix_elision))})[{ELISION}])"
_inversion = (
rf"(?:(?<=[^\W\d])[{HYPHENS}]\b(?:{r'|'.join(upperandtitle(_suffix_inversion))})\b)"
)
TOKENIZER_PREFIXES = [_elision]
TOKENIZER_INFIXES = (
# base list without hyphen regex
LIST_ELLIPSES
+ LIST_ICONS
+ [
r"(?<=[{al}{q}])\.(?=[{au}{q}])".format(
al=ALPHA_LOWER, au=ALPHA_UPPER, q=CONCAT_QUOTES
),
# r"(?<=[0-9])[+\-\*^](?=[0-9-])",
# "2024-12-20" should be one token, so i remove "\-" from the above default regex
r"(?<=[0-9])[+\*^](?=[0-9-])",
r"(?<=[{a}]),(?=[{a}])".format(a=ALPHA),
r"(?<=\d),(?=[{a}])".format(a=ALPHA),
r"(?<=[{a}]),(?=[\d])".format(a=ALPHA),
r"(?<=[{a}0-9])[:<>=/](?=[{a}])".format(a=ALPHA),
]
# conditionnal hyphen: verb-subject inversion
+ [_inversion]
)
TOKENIZER_SUFFIXES = (
# base list, les hyphens and english things such as "'s"
LIST_PUNCT
+ LIST_ELLIPSES
+ LIST_QUOTES
+ LIST_ICONS
+ [
r"(?<=[0-9])\+",
r"(?<=°[FfCcKk])\.", # °C. -> ["°C", "."]
@ -40,17 +92,5 @@ _suffixes = (
al=ALPHA_LOWER, e=r"%²\-\+", q=CONCAT_QUOTES
),
r"(?<=[{au}][{au}])\.".format(au=ALPHA_UPPER),
r"(?<=[{a}])[{h}]({hs})".format(
a=ALPHA, h=HYPHENS, hs=merge_chars(_hyphen_suffixes)
),
]
)
_infixes = TOKENIZER_INFIXES + [
r"(?<=[{a}][{el}])(?=[{a}])".format(a=ALPHA, el=ELISION)
]
TOKENIZER_PREFIXES = _prefixes
TOKENIZER_SUFFIXES = _suffixes
TOKENIZER_INFIXES = _infixes

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@ -1,443 +1,44 @@
import re
from ...symbols import ORTH
from ...symbols import NORM, ORTH
from ...util import update_exc
from ..char_classes import ALPHA, ALPHA_LOWER
from ..tokenizer_exceptions import BASE_EXCEPTIONS
from .punctuation import ELISION, HYPHENS
# not using the large _tokenizer_exceptions_list by default as it slows down the tokenizer
# from ._tokenizer_exceptions_list import FR_BASE_EXCEPTIONS
FR_BASE_EXCEPTIONS = ["aujourd'hui", "Aujourd'hui"]
def upper_first_letter(text):
if len(text) == 0:
return text
if len(text) == 1:
return text.upper()
return text[0].upper() + text[1:]
def lower_first_letter(text):
if len(text) == 0:
return text
if len(text) == 1:
return text.lower()
return text[0].lower() + text[1:]
_exc = {"J.-C.": [{ORTH: "J."}, {ORTH: "-C."}]}
for exc_data in [
{ORTH: "av."},
{ORTH: "janv."},
{ORTH: "févr."},
{ORTH: "avr."},
{ORTH: "juill."},
{ORTH: "sept."},
{ORTH: "oct."},
{ORTH: "nov."},
{ORTH: "déc."},
{ORTH: "apr."},
{ORTH: "Dr."},
{ORTH: "M."},
{ORTH: "Mr."},
{ORTH: "Mme."},
{ORTH: "Mlle."},
{ORTH: ""},
{ORTH: ""},
{ORTH: "St."},
{ORTH: "Ste."},
]:
_exc[exc_data[ORTH]] = [exc_data]
for orth in [
"après-midi",
"au-delà",
"au-dessus",
"celle-ci",
"celles-ci",
"celui-ci",
"cf.",
"ci-dessous",
"elle-même",
"en-dessous",
"etc.",
"jusque-là",
"lui-même",
"MM.",
"No.",
"peut-être",
"pp.",
"quelques-uns",
"rendez-vous",
"Vol.",
]:
_exc[orth] = [{ORTH: orth}]
for verb in [
"a",
"est",
"semble",
"indique",
"moque",
"passe",
]:
for orth in [verb, verb.title()]:
for pronoun in ["elle", "il", "on"]:
token = f"{orth}-t-{pronoun}"
_exc[token] = [{ORTH: orth}, {ORTH: "-t"}, {ORTH: "-" + pronoun}]
for verb in ["est"]:
for orth in [verb, verb.title()]:
_exc[f"{orth}-ce"] = [{ORTH: orth}, {ORTH: "-ce"}]
for pre in ["qu'", "n'"]:
for orth in [pre, pre.title()]:
_exc[f"{orth}est-ce"] = [{ORTH: orth}, {ORTH: "est"}, {ORTH: "-ce"}]
for verb, pronoun in [("est", "il"), ("EST", "IL")]:
_exc[f"{verb}-{pronoun}"] = [{ORTH: verb}, {ORTH: "-" + pronoun}]
for s, verb, pronoun in [("s", "est", "il"), ("S", "EST", "IL")]:
_exc[f"{s}'{verb}-{pronoun}"] = [
{ORTH: s + "'"},
{ORTH: verb},
{ORTH: "-" + pronoun},
]
_infixes_exc = [] # type: ignore[var-annotated]
orig_elision = "'"
orig_hyphen = "-"
# loop through the elison and hyphen characters, and try to substitute the ones that weren't used in the original list
for infix in FR_BASE_EXCEPTIONS:
variants_infix = {infix}
for elision_char in [x for x in ELISION if x != orig_elision]:
variants_infix.update(
[word.replace(orig_elision, elision_char) for word in variants_infix]
)
for hyphen_char in [x for x in ["-", ""] if x != orig_hyphen]:
variants_infix.update(
[word.replace(orig_hyphen, hyphen_char) for word in variants_infix]
)
variants_infix.update([upper_first_letter(word) for word in variants_infix])
_infixes_exc.extend(variants_infix)
for orth in _infixes_exc:
_exc[orth] = [{ORTH: orth}]
_hyphen_prefix = [
"a[ée]ro",
"abat",
"a[fg]ro",
"after",
"aigues?",
"am[ée]ricano",
"anglo",
"anti",
"apr[èe]s",
"arabo",
"arcs?",
"archi",
"arrières?",
"audio",
"avant",
"avion",
"auto",
"banc",
"bas(?:ses?)?",
"bateaux?",
"bec?",
"belles?",
"beau",
"best",
"bio?",
"bien",
"blanc",
"bo[îi]te",
"bonn?e?s?",
"bois",
"bou(?:c|rg)",
"b[êe]ta",
"cache",
"cap(?:ello)?",
"casse",
"castel",
"champ",
"chapelle",
"ch[âa]teau(?:neuf)?",
"chasse",
"cha(?:ud|t)e?s?",
"chauffe",
"chou",
"chromo",
"claire?s?",
"co(?:de|ca)?",
"compte",
"contre",
"cordon",
"coupe?",
"courte?s?",
"couvre",
"crash",
"crise",
"croche",
"cross",
"cyber",
"côte",
"demi",
"di(?:sney)?",
"dix",
"d[ée]s?",
"dys",
"ex?",
"émirato",
"entre",
"est",
"ethno",
"ex",
"extra",
"extrême",
"[ée]co",
"faux",
"fil",
"fort",
"franco?s?",
"gallo",
"gardes?",
"gastro",
"grande?",
"gratte",
"gr[ée]co",
"gros",
"g[ée]o",
"haute?s?",
"homm?es?",
"hors",
"hyper",
"indo",
"infra",
"inter",
"intra",
"islamo",
"italo",
"jean",
"labio",
"latino",
"live",
"lot",
"louis",
"m[ai]cro",
"mal",
"médio",
"mesnil",
"mi(?:ni)?",
"mono",
"mont?s?",
"moyen",
"multi",
"m[ée]cano",
"m[ée]dico",
"m[ée]do",
"m[ée]ta",
"mots?",
"neuro",
"noix",
"non",
"nord",
"notre",
"n[ée]o",
"ouest",
"outre",
"ouvre",
"passe",
"perce",
"pharmaco",
"ph[oy]to",
"pieds?",
"pique",
"poissons?",
"ponce",
"pont",
"po[rs]t",
"pousse",
"primo",
"pro(?:cès|to)?",
"pare",
"petite?s?",
"plessis",
"porte",
"pré",
"prêchi",
"protège",
"pseudo",
"pêle",
"péri",
"puy",
"quasi",
"quatre",
"radio",
"recourt",
"rythmo",
"(?:re)?doubles?",
"r[ée]",
"r[ée]tro",
"requin",
"sans?",
"sa?inte?s?",
"semi",
"serre",
"sino",
"socio",
"sociale?s?",
"soixante",
"sous",
"su[bdrs]",
"super",
"taille",
"tire",
"thermo",
"tiers",
"tourne",
"toute?s?",
"tra[iî]ne?",
"trans",
"trente",
"trois",
"trousse",
"tr(?:i|ou)",
"t[ée]l[ée]",
"utéro",
"vaso",
"vi[cd]e",
"vid[ée]o",
"vie(?:ux|i?lles?|i?l)",
"vill(?:e|eneuve|ers|ette|iers|y)",
"vingt",
"voitures?",
"wagons?",
"ultra",
"à",
"[ée]lectro",
"[ée]qui",
"Fontaine",
"La Chapelle",
"Marie",
"Le Mesnil",
"Neuville",
"Pierre",
"Val",
"Vaux",
]
_regular_exp = [
"^a[{hyphen}]sexualis[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^arginine[{hyphen}]méthyl[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^binge[{hyphen}]watch[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^black[{hyphen}]out[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^bouche[{hyphen}]por[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^burn[{hyphen}]out[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^by[{hyphen}]pass[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^ch[{elision}]tiis[{al}]+$".format(elision=ELISION, al=ALPHA_LOWER),
"^chape[{hyphen}]chut[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^down[{hyphen}]load[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^[ée]tats[{hyphen}]uni[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^droits?[{hyphen}]de[{hyphen}]l'homm[{al}]+$".format(
hyphen=HYPHENS, al=ALPHA_LOWER
),
"^fac[{hyphen}]simil[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^fleur[{hyphen}]bleuis[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^flic[{hyphen}]flaqu[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^fox[{hyphen}]trott[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^google[{hyphen}]is[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^hard[{hyphen}]discount[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^hip[{hyphen}]hop[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^jet[{hyphen}]set[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^knock[{hyphen}]out[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^lèche[{hyphen}]bott[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^litho[{hyphen}]typographi[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^lock[{hyphen}]out[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^lombri[{hyphen}]compost[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^mac[{hyphen}]adamis[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^marque[{hyphen}]pag[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^mouton[{hyphen}]noiris[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^new[{hyphen}]york[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^pair[{hyphen}]programm[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^people[{hyphen}]is[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^plan[{hyphen}]socialis[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^premier[{hyphen}]ministr[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^prud[{elision}]hom[{al}]+$".format(elision=ELISION, al=ALPHA_LOWER),
"^réarc[{hyphen}]bout[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^refox[{hyphen}]trott[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^remicro[{hyphen}]ond[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^repique[{hyphen}]niqu[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^repetit[{hyphen}]déjeun[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^rick[{hyphen}]roll[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^rond[{hyphen}]ponn[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^shift[{hyphen}]cliqu[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^soudo[{hyphen}]bras[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^stabilo[{hyphen}]boss[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^strip[{hyphen}]teas[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^terra[{hyphen}]form[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^teuf[{hyphen}]teuf[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^yo[{hyphen}]yo[{al}]+$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^zig[{hyphen}]zag[{al}]*$".format(hyphen=HYPHENS, al=ALPHA_LOWER),
"^z[{elision}]yeut[{al}]+$".format(elision=ELISION, al=ALPHA_LOWER),
]
# catching cases like faux-vampire
_regular_exp += [
"^{prefix}[{hyphen}][{al}][{hyphen}{al}{elision}]*$".format(
prefix=p,
hyphen=HYPHENS, # putting the - first in the [] range avoids having to use a backslash
elision=ELISION,
al=ALPHA_LOWER,
)
for p in _hyphen_prefix
]
# catching cases like entr'abat
_elision_prefix = ["r?é?entr", "grande?s?", "r"]
_regular_exp += [
"^{prefix}[{elision}][{al}][{hyphen}{al}{elision}]*$".format(
prefix=p, elision=ELISION, hyphen=HYPHENS, al=ALPHA_LOWER
)
for p in _elision_prefix
]
# catching cases like saut-de-ski, pet-en-l'air
_hyphen_combination = [
"l[èe]s?",
"la",
"en",
"des?",
"d[eu]",
"sur",
"sous",
"aux?",
"à",
"et",
"près",
"saint",
]
_regular_exp += [
"^[{a}]+[{hyphen}]{hyphen_combo}[{hyphen}](?:l[{elision}])?[{a}]+$".format(
hyphen_combo=hc, elision=ELISION, hyphen=HYPHENS, a=ALPHA
)
for hc in _hyphen_combination
]
_exc = {
"St": [{ORTH: "St", NORM: "Saint"}],
"St.": [{ORTH: "St.", NORM: "Saint"}],
"Ste": [{ORTH: "Ste", NORM: "Sainte"}],
"Mme": [{ORTH: "Mme", NORM: "Madame"}],
"Mr": [{ORTH: "Mr", NORM: "Monsieur"}],
"Mr.": [{ORTH: "Mr.", NORM: "Monsieur"}],
"M.": [{ORTH: "M.", NORM: "Monsieur"}],
"Mlle": [{ORTH: "Mlle", NORM: "Mademoiselle"}],
"Dr": [{ORTH: "Dr", NORM: "Docteur"}],
"Dr.": [{ORTH: "Dr.", NORM: "Docteur"}],
"Dresse": [{ORTH: "Dresse", NORM: "Doctoresse"}],
"Drsse": [{ORTH: "Drsse", NORM: "Doctoresse"}],
"etc": [{ORTH: "etc", NORM: "etcaetera"}],
"etc.": [{ORTH: "etc.", NORM: "etcaetera"}],
# months
"jan.": [{ORTH: "jan.", NORM: "janvier"}],
"janv.": [{ORTH: "janv.", NORM: "janvier"}],
"fév.": [{ORTH: "fév.", NORM: "février"}],
"févr.": [{ORTH: "févr.", NORM: "avril"}],
"avr.": [{ORTH: "avr.", NORM: "avril"}],
"av.": [{ORTH: "av.", NORM: "juin"}],
"juil.": [{ORTH: "juil.", NORM: "juillet"}],
"juill.": [{ORTH: "juill.", NORM: "juillet"}],
"sept.": [{ORTH: "sept.", NORM: "septembre"}],
"oct.": [{ORTH: "oct.", NORM: "octobre"}],
"nov.": [{ORTH: "nov.", NORM: "novembre"}],
"déc.": [{ORTH: "déc.", NORM: "décembre"}],
"dec.": [{ORTH: "dec.", NORM: "décembre"}],
# days
"lun.": [{ORTH: "lun.", NORM: "lundi"}],
"mar.": [{ORTH: "mar.", NORM: "mardi"}],
"mer.": [{ORTH: "mer.", NORM: "mercredi"}],
"jeu.": [{ORTH: "jeu.", NORM: "jeudi"}],
"ven.": [{ORTH: "ven.", NORM: "vendredi"}],
"sam.": [{ORTH: "sam.", NORM: "samedi"}],
"dim.": [{ORTH: "dim.", NORM: "dimanche"}],
}
TOKENIZER_EXCEPTIONS = update_exc(BASE_EXCEPTIONS, _exc)
TOKEN_MATCH = re.compile(
"(?iu)" + "|".join("(?:{})".format(m) for m in _regular_exp)
).match