def toString(self,
short_variant: bool,
lang: 'MorphLang' = None,
lev: int = 0) -> str:
nam = None
for l_ in range(2):
for s in self.slots:
if (((s.type_name == UnitReferent.ATTR_NAME and short_variant))
or ((s.type_name == UnitReferent.ATTR_FULLNAME
and not short_variant))):
val = Utils.asObjectOrNull(s.value, str)
if (lang is not None and l_ == 0):
if (lang.is_ru != LanguageHelper.isCyrillic(val)):
continue
nam = val
break
if (nam is not None):
break
if (nam is None):
nam = self.getStringValue(UnitReferent.ATTR_NAME)
pow0_ = self.getStringValue(UnitReferent.ATTR_POW)
if (Utils.isNullOrEmpty(pow0_) or lev > 0):
return Utils.ifNotNull(nam, "?")
res = ("{0}{1}".format(nam, pow0_) if
(pow0_[0] != '-') else "{0}<{1}>".format(nam, pow0_))
if (not short_variant and self.is_unknown):
res = ("(?)" + res)
return res
def run(self, text: str, only_tokenizing: bool, dlang: 'MorphLang',
progress: EventHandler,
good_text: bool) -> typing.List['MorphToken']:
""" Произвести морфологический анализ текста
Args:
text(str): исходный текст
lang: язык (если null, то попробует определить)
Returns:
typing.List[MorphToken]: последовательность результирующих морфем
"""
if (Utils.isNullOrEmpty(text)):
return None
twr = TextWrapper(text, good_text)
twrch = twr.chars
res = list()
uni_lex = dict()
term0 = None
pure_rus_words = 0
pure_ukr_words = 0
pure_by_words = 0
pure_kz_words = 0
tot_rus_words = 0
tot_ukr_words = 0
tot_by_words = 0
tot_kz_words = 0
i = 0
first_pass2708 = True
while True:
if first_pass2708: first_pass2708 = False
else: i += 1
if (not (i < twr.length)): break
ty = InnerMorphology._getCharTyp(twrch[i])
if (ty == 0):
continue
if (ty > 2):
j = (i + 1)
else:
j = (i + 1)
while j < twr.length:
if (InnerMorphology._getCharTyp(twrch[j]) != ty):
break
j += 1
wstr = text[i:i + j - i]
term = None
if (good_text):
term = wstr
else:
trstr = LanguageHelper.transliteralCorrection(
wstr, term0, False)
term = LanguageHelper.correctWord(trstr)
if (Utils.isNullOrEmpty(term)):
i = (j - 1)
continue
lang = InnerMorphology.__detectLang(twr, i, j - 1, term)
if (lang == MorphLang.UA):
pure_ukr_words += 1
elif (lang == MorphLang.RU):
pure_rus_words += 1
elif (lang == MorphLang.BY):
pure_by_words += 1
elif (lang == MorphLang.KZ):
pure_kz_words += 1
if ((((lang) & MorphLang.RU)) != MorphLang.UNKNOWN):
tot_rus_words += 1
if ((((lang) & MorphLang.UA)) != MorphLang.UNKNOWN):
tot_ukr_words += 1
if ((((lang) & MorphLang.BY)) != MorphLang.UNKNOWN):
tot_by_words += 1
if ((((lang) & MorphLang.KZ)) != MorphLang.UNKNOWN):
tot_kz_words += 1
if (ty == 1):
term0 = term
lemmas = None
if (ty == 1 and not only_tokenizing):
wraplemmas7 = RefOutArgWrapper(None)
inoutres8 = Utils.tryGetValue(uni_lex, term, wraplemmas7)
lemmas = wraplemmas7.value
if (not inoutres8):
lemmas = InnerMorphology.UniLexWrap._new6(lang)
uni_lex[term] = lemmas
tok = MorphToken()
tok.term = term
tok.begin_char = i
if (i == 733860):
pass
tok.end_char = (j - 1)
tok.tag = (lemmas)
res.append(tok)
i = (j - 1)
def_lang = MorphLang(dlang)
if (pure_rus_words > pure_ukr_words and pure_rus_words > pure_by_words
and pure_rus_words > pure_kz_words):
def_lang = MorphLang.RU
elif (tot_rus_words > tot_ukr_words and tot_rus_words > tot_by_words
and tot_rus_words > tot_kz_words):
def_lang = MorphLang.RU
elif (pure_ukr_words > pure_rus_words
and pure_ukr_words > pure_by_words
and pure_ukr_words > pure_kz_words):
def_lang = MorphLang.UA
elif (tot_ukr_words > tot_rus_words and tot_ukr_words > tot_by_words
and tot_ukr_words > tot_kz_words):
def_lang = MorphLang.UA
elif (pure_kz_words > pure_rus_words and pure_kz_words > pure_ukr_words
and pure_kz_words > pure_by_words):
def_lang = MorphLang.KZ
elif (tot_kz_words > tot_rus_words and tot_kz_words > tot_ukr_words
and tot_kz_words > tot_by_words):
def_lang = MorphLang.KZ
elif (pure_by_words > pure_rus_words and pure_by_words > pure_ukr_words
and pure_by_words > pure_kz_words):
def_lang = MorphLang.BY
elif (tot_by_words > tot_rus_words and tot_by_words > tot_ukr_words
and tot_by_words > tot_kz_words):
if (tot_rus_words > 10 and tot_by_words > (tot_rus_words + 20)):
def_lang = MorphLang.BY
elif (tot_rus_words == 0 or tot_by_words >= (tot_rus_words * 2)):
def_lang = MorphLang.BY
if (((def_lang.is_undefined or def_lang.is_ua)) and tot_rus_words > 0):
if (((tot_ukr_words > tot_rus_words
and InnerMorphology.M_ENGINE_UA.language.is_ua))
or ((tot_by_words > tot_rus_words
and InnerMorphology.M_ENGINE_BY.language.is_by))
or ((tot_kz_words > tot_rus_words
and InnerMorphology.M_ENGINE_KZ.language.is_kz))):
cou0 = 0
tot_kz_words = 0
tot_ukr_words = tot_kz_words
tot_by_words = tot_ukr_words
tot_rus_words = tot_by_words
for kp in uni_lex.items():
lang = MorphLang()
wraplang9 = RefOutArgWrapper(lang)
kp[1].word_forms = self.__processOneWord(kp[0], wraplang9)
lang = wraplang9.value
if (kp[1].word_forms is not None):
for wf in kp[1].word_forms:
lang |= wf.language
kp[1].lang = lang
if (lang.is_ru):
tot_rus_words += 1
if (lang.is_ua):
tot_ukr_words += 1
if (lang.is_by):
tot_by_words += 1
if (lang.is_kz):
tot_kz_words += 1
if (lang.is_cyrillic):
cou0 += 1
if (cou0 >= 100):
break
if (tot_rus_words > ((math.floor(tot_by_words / 2)))
and tot_rus_words > ((math.floor(tot_ukr_words / 2)))):
def_lang = MorphLang.RU
elif (tot_ukr_words > ((math.floor(tot_rus_words / 2)))
and tot_ukr_words > ((math.floor(tot_by_words / 2)))):
def_lang = MorphLang.UA
elif (tot_by_words > ((math.floor(tot_rus_words / 2)))
and tot_by_words > ((math.floor(tot_ukr_words / 2)))):
def_lang = MorphLang.BY
elif (def_lang.is_undefined):
def_lang = MorphLang.RU
cou = 0
tot_kz_words = 0
tot_ukr_words = tot_kz_words
tot_by_words = tot_ukr_words
tot_rus_words = tot_by_words
for kp in uni_lex.items():
lang = def_lang
if (lang.is_undefined):
if (tot_rus_words > tot_by_words
and tot_rus_words > tot_ukr_words
and tot_rus_words > tot_kz_words):
lang = MorphLang.RU
elif (tot_ukr_words > tot_rus_words
and tot_ukr_words > tot_by_words
and tot_ukr_words > tot_kz_words):
lang = MorphLang.UA
elif (tot_by_words > tot_rus_words
and tot_by_words > tot_ukr_words
and tot_by_words > tot_kz_words):
lang = MorphLang.BY
elif (tot_kz_words > tot_rus_words
and tot_kz_words > tot_ukr_words
and tot_kz_words > tot_by_words):
lang = MorphLang.KZ
wraplang10 = RefOutArgWrapper(lang)
kp[1].word_forms = self.__processOneWord(kp[0], wraplang10)
lang = wraplang10.value
kp[1].lang = lang
if ((((lang) & MorphLang.RU)) != MorphLang.UNKNOWN):
tot_rus_words += 1
if ((((lang) & MorphLang.UA)) != MorphLang.UNKNOWN):
tot_ukr_words += 1
if ((((lang) & MorphLang.BY)) != MorphLang.UNKNOWN):
tot_by_words += 1
if ((((lang) & MorphLang.KZ)) != MorphLang.UNKNOWN):
tot_kz_words += 1
if (progress is not None):
self.__onProgress(cou, len(uni_lex), progress)
cou += 1
debug_token = None
empty_list = None
for r in res:
uni = Utils.asObjectOrNull(r.tag, InnerMorphology.UniLexWrap)
r.tag = None
if (uni is None or uni.word_forms is None
or len(uni.word_forms) == 0):
if (empty_list is None):
empty_list = list()
r.word_forms = empty_list
if (uni is not None):
r.language = uni.lang
else:
r.word_forms = uni.word_forms
if (r.begin_char == 733860):
debug_token = r
if (not good_text):
i = 0
first_pass2709 = True
while True:
if first_pass2709: first_pass2709 = False
else: i += 1
if (not (i < (len(res) - 2))): break
ui0 = twrch[res[i].begin_char]
ui1 = twrch[res[i + 1].begin_char]
ui2 = twrch[res[i + 2].begin_char]
if (ui1.is_quot):
p = res[i + 1].begin_char
if ((p >= 2 and "БбТт".find(text[p - 1]) >= 0 and
((p + 3) < len(text)))
and "ЕеЯяЁё".find(text[p + 1]) >= 0):
wstr = LanguageHelper.transliteralCorrection(
LanguageHelper.correctWord("{0}Ъ{1}".format(
res[i].getSourceText(text),
res[i + 2].getSourceText(text))), None, False)
li = self.__processOneWord0(wstr)
if (li is not None and len(li) > 0
and li[0].is_in_dictionary):
res[i].end_char = res[i + 2].end_char
res[i].term = wstr
res[i].word_forms = li
del res[i + 1:i + 1 + 2]
elif ((ui1.is_apos and p > 0 and str.isalpha(text[p - 1]))
and ((p + 1) < len(text))
and str.isalpha(text[p + 1])):
if (def_lang == MorphLang.UA
or (((res[i].language) & MorphLang.UA)) !=
MorphLang.UNKNOWN
or (((res[i + 2].language) & MorphLang.UA)) !=
MorphLang.UNKNOWN):
wstr = LanguageHelper.transliteralCorrection(
LanguageHelper.correctWord("{0}{1}".format(
res[i].getSourceText(text),
res[i + 2].getSourceText(text))), None,
False)
li = self.__processOneWord0(wstr)
okk = True
if (okk):
res[i].end_char = res[i + 2].end_char
res[i].term = wstr
if (li is None):
li = list()
res[i].word_forms = li
if (li is not None and len(li) > 0):
res[i].language = li[0].language
del res[i + 1:i + 1 + 2]
elif (((ui1.uni_char == '3' or ui1.uni_char == '4'))
and res[i + 1].length == 1):
src = ("З" if ui1.uni_char == '3' else "Ч")
i0 = i + 1
if ((res[i].end_char + 1) == res[i + 1].begin_char
and ui0.is_cyrillic):
i0 -= 1
src = (res[i0].getSourceText(text) + src)
i1 = i + 1
if ((res[i + 1].end_char + 1) == res[i + 2].begin_char
and ui2.is_cyrillic):
i1 += 1
src += res[i1].getSourceText(text)
if (len(src) > 2):
wstr = LanguageHelper.transliteralCorrection(
LanguageHelper.correctWord(src), None, False)
li = self.__processOneWord0(wstr)
if (li is not None and len(li) > 0
and li[0].is_in_dictionary):
res[i0].end_char = res[i1].end_char
res[i0].term = wstr
res[i0].word_forms = li
del res[i0 + 1:i0 + 1 + i1 - i0]
elif ((ui1.is_hiphen and ui0.is_letter and ui2.is_letter)
and res[i].end_char > res[i].begin_char
and res[i + 2].end_char > res[i + 2].begin_char):
newline = False
sps = 0
j = (res[i + 1].end_char + 1)
while j < res[i + 2].begin_char:
if (text[j] == '\r' or text[j] == '\n'):
newline = True
sps += 1
elif (not Utils.isWhitespace(text[j])):
break
else:
sps += 1
j += 1
full_word = LanguageHelper.correctWord(
res[i].getSourceText(text) +
res[i + 2].getSourceText(text))
if (not newline):
if (full_word in uni_lex or full_word == "ИЗЗА"):
newline = True
elif (text[res[i + 1].begin_char] == (chr(0x00AD))):
newline = True
elif (LanguageHelper.endsWithEx(
res[i].getSourceText(text), "О", "о", None,
None) and len(res[i + 2].word_forms) > 0
and res[i + 2].word_forms[0].is_in_dictionary):
if (text[res[i + 1].begin_char] == '¬'):
li = self.__processOneWord0(full_word)
if (li is not None and len(li) > 0
and li[0].is_in_dictionary):
newline = True
elif ((res[i].end_char + 2) == res[i + 2].begin_char):
if (not str.isupper(text[res[i + 2].begin_char])
and (sps < 2) and len(full_word) > 4):
newline = True
if ((i + 3) < len(res)):
ui3 = twrch[res[i + 3].begin_char]
if (ui3.is_hiphen):
newline = False
elif (((res[i].end_char + 1) == res[i + 1].begin_char
and sps > 0 and (sps < 3))
and len(full_word) > 4):
newline = True
if (newline):
li = self.__processOneWord0(full_word)
if (li is not None and len(li) > 0
and ((li[0].is_in_dictionary
or full_word in uni_lex))):
res[i].end_char = res[i + 2].end_char
res[i].term = full_word
res[i].word_forms = li
del res[i + 1:i + 1 + 2]
else:
pass
elif ((ui1.is_letter and ui0.is_letter and res[i].length > 2)
and res[i + 1].length > 1):
if (ui0.is_upper != ui1.is_upper):
continue
if (not ui0.is_cyrillic or not ui1.is_cyrillic):
continue
newline = False
j = (res[i].end_char + 1)
while j < res[i + 1].begin_char:
if (twrch[j].code == 0xD or twrch[j].code == 0xA):
newline = True
break
j += 1
if (not newline):
continue
full_word = LanguageHelper.correctWord(
res[i].getSourceText(text) +
res[i + 1].getSourceText(text))
if (not full_word in uni_lex):
continue
li = self.__processOneWord0(full_word)
if (li is not None and len(li) > 0
and li[0].is_in_dictionary):
res[i].end_char = res[i + 1].end_char
res[i].term = full_word
res[i].word_forms = li
del res[i + 1]
i = 0
first_pass2710 = True
while True:
if first_pass2710: first_pass2710 = False
else: i += 1
if (not (i < len(res))): break
mt = res[i]
mt.char_info = CharsInfo()
ui0 = twrch[mt.begin_char]
ui00 = UnicodeInfo.ALL_CHARS[ord((res[i].term[0]))]
j = (mt.begin_char + 1)
while j <= mt.end_char:
if (ui0.is_letter):
break
ui0 = twrch[j]
j += 1
if (ui0.is_letter):
res[i].char_info.is_letter = True
if (ui00.is_latin):
res[i].char_info.is_latin_letter = True
elif (ui00.is_cyrillic):
res[i].char_info.is_cyrillic_letter = True
if (res[i].language == MorphLang.UNKNOWN):
if (LanguageHelper.isCyrillic(mt.term)):
res[i].language = (MorphLang.RU if
def_lang.is_undefined else def_lang)
if (good_text):
continue
all_up = True
all_lo = True
j = mt.begin_char
while j <= mt.end_char:
if (twrch[j].is_upper or twrch[j].is_digit):
all_lo = False
else:
all_up = False
j += 1
if (all_up):
mt.char_info.is_all_upper = True
elif (all_lo):
mt.char_info.is_all_lower = True
elif (((ui0.is_upper or twrch[mt.begin_char].is_digit))
and mt.end_char > mt.begin_char):
all_lo = True
j = (mt.begin_char + 1)
while j <= mt.end_char:
if (twrch[j].is_upper or twrch[j].is_digit):
all_lo = False
break
j += 1
if (all_lo):
mt.char_info.is_capital_upper = True
elif (twrch[mt.end_char].is_lower
and (mt.end_char - mt.begin_char) > 1):
all_up = True
j = mt.begin_char
while j < mt.end_char:
if (twrch[j].is_lower):
all_up = False
break
j += 1
if (all_up):
mt.char_info.is_last_lower = True
if (mt.char_info.is_last_lower and mt.length > 2
and mt.char_info.is_cyrillic_letter):
pref = text[mt.begin_char:mt.begin_char + mt.end_char -
mt.begin_char]
ok = False
for wf in mt.word_forms:
if (wf.normal_case == pref or wf.normal_full == pref):
ok = True
break
if (not ok):
mt.word_forms = list(mt.word_forms)
mt.word_forms.insert(
0, MorphWordForm._new11(pref, MorphClass.NOUN, 1))
if (good_text or only_tokenizing):
return res
i = 0
first_pass2711 = True
while True:
if first_pass2711: first_pass2711 = False
else: i += 1
if (not (i < len(res))): break
if (res[i].length == 1 and res[i].char_info.is_latin_letter):
ch = res[i].term[0]
if (ch == 'C' or ch == 'A' or ch == 'P'):
pass
else:
continue
is_rus = False
for ii in range(i - 1, -1, -1):
if ((res[ii].end_char + 1) != res[ii + 1].begin_char):
break
elif (res[ii].char_info.is_letter):
is_rus = res[ii].char_info.is_cyrillic_letter
break
if (not is_rus):
ii = i + 1
while ii < len(res):
if ((res[ii - 1].end_char + 1) != res[ii].begin_char):
break
elif (res[ii].char_info.is_letter):
is_rus = res[ii].char_info.is_cyrillic_letter
break
ii += 1
if (is_rus):
res[i].term = LanguageHelper.transliteralCorrection(
res[i].term, None, True)
res[i].char_info.is_cyrillic_letter = True
res[i].char_info.is_latin_letter = True
for r in res:
if (r.char_info.is_all_upper or r.char_info.is_capital_upper):
if (r.language.is_cyrillic):
ok = False
for wf in r.word_forms:
if (wf.class0_.is_proper_surname):
ok = True
break
if (not ok):
r.word_forms = list(r.word_forms)
InnerMorphology.M_ENGINE_RU.processSurnameVariants(
r.term, r.word_forms)
for r in res:
for mv in r.word_forms:
if (mv.normal_case is None):
mv.normal_case = r.term
i = 0
while i < (len(res) - 2):
if (res[i].char_info.is_latin_letter
and res[i].char_info.is_all_upper and res[i].length == 1):
if (twrch[res[i + 1].begin_char].is_quot
and res[i + 2].char_info.is_latin_letter
and res[i + 2].length > 2):
if ((res[i].end_char + 1) == res[i + 1].begin_char and
(res[i + 1].end_char + 1) == res[i + 2].begin_char):
wstr = "{0}{1}".format(res[i].term, res[i + 2].term)
li = self.__processOneWord0(wstr)
if (li is not None):
res[i].word_forms = li
res[i].end_char = res[i + 2].end_char
res[i].term = wstr
if (res[i + 2].char_info.is_all_lower):
res[i].char_info.is_all_upper = False
res[i].char_info.is_capital_upper = True
elif (not res[i + 2].char_info.is_all_upper):
res[i].char_info.is_all_upper = False
del res[i + 1:i + 1 + 2]
i += 1
i = 0
first_pass2712 = True
while True:
if first_pass2712: first_pass2712 = False
else: i += 1
if (not (i < (len(res) - 1))): break
if (not res[i].char_info.is_letter
and not res[i + 1].char_info.is_letter
and (res[i].end_char + 1) == res[i + 1].begin_char):
if (twrch[res[i].begin_char].is_hiphen
and twrch[res[i + 1].begin_char].is_hiphen):
if (i == 0 or not twrch[res[i - 1].begin_char].is_hiphen):
pass
else:
continue
if ((i + 2) == len(res)
or not twrch[res[i + 2].begin_char].is_hiphen):
pass
else:
continue
res[i].end_char = res[i + 1].end_char
del res[i + 1]
return res