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| # -*- coding: utf-8 -*- | |
| # Портирован с Java по мотивам http://www.algorithmist.ru/2010/12/porter-stemmer-russian.html | |
| import re | |
| class Porter: | |
| PERFECTIVEGROUND = re.compile(u"((ив|ивши|ившись|ыв|ывши|ывшись)|((?<=[ая])(в|вши|вшись)))$") | |
| REFLEXIVE = re.compile(u"(с[яь])$") | |
| ADJECTIVE = re.compile(u"(ее|ие|ые|ое|ими|ыми|ей|ий|ый|ой|ем|им|ым|ом|его|ого|ему|ому|их|ых|ую|юю|ая|яя|ою|ею)$") | |
| PARTICIPLE = re.compile(u"((ивш|ывш|ующ)|((?<=[ая])(ем|нн|вш|ющ|щ)))$") | |
| VERB = re.compile(u"((ила|ыла|ена|ейте|уйте|ите|или|ыли|ей|уй|ил|ыл|им|ым|ен|ило|ыло|ено|ят|ует|уют|ит|ыт|ены|ить|ыть|ишь|ую|ю)|((?<=[ая])(ла|на|ете|йте|ли|й|л|ем|н|ло|но|ет|ют|ны|ть|ешь|нно)))$") | |
| NOUN = re.compile(u"(а|ев|ов|ие|ье|е|иями|ями|ами|еи|ии|и|ией|ей|ой|ий|й|иям|ям|ием|ем|ам|ом|о|у|ах|иях|ях|ы|ь|ию|ью|ю|ия|ья|я)$") | |
| RVRE = re.compile(u"^(.*?[аеиоуыэюя])(.*)$") | |
| DERIVATIONAL = re.compile(u".*[^аеиоуыэюя]+[аеиоуыэюя].*ость?$") | |
| DER = re.compile(u"ость?$") | |
| SUPERLATIVE = re.compile(u"(ейше|ейш)$") | |
| I = re.compile(u"и$") | |
| P = re.compile(u"ь$") | |
| NN = re.compile(u"нн$") | |
| def stem(word): | |
| word = word.lower() | |
| word = word.replace(u'ё', u'е') | |
| m = re.match(Porter.RVRE, word) | |
| if m.groups(): | |
| pre = m.group(1) | |
| rv = m.group(2) | |
| temp = Porter.PERFECTIVEGROUND.sub('', rv, 1) | |
| if temp == rv: | |
| rv = Porter.REFLEXIVE.sub('', rv, 1) | |
| temp = Porter.ADJECTIVE.sub('', rv, 1) | |
| if temp != rv: | |
| rv = temp | |
| rv = Porter.PARTICIPLE.sub('', rv, 1) | |
| else: | |
| temp = Porter.VERB.sub('', rv, 1) | |
| if temp == rv: | |
| rv = Porter.NOUN.sub('', rv, 1) | |
| else: | |
| rv = temp | |
| else: | |
| rv = temp | |
| rv = Porter.I.sub('', rv, 1) | |
| if re.match(Porter.DERIVATIONAL, rv): | |
| rv = Porter.DER.sub('', rv, 1) | |
| temp = Porter.P.sub('', rv, 1) | |
| if temp == rv: | |
| rv = Porter.SUPERLATIVE.sub('', rv, 1) | |
| rv = Porter.NN.sub(u'н', rv, 1) | |
| else: | |
| rv = temp | |
| word = pre+rv | |
| return word | |
| stem=staticmethod(stem) | |
| if __name__ == '__main__': | |
| print Porter.stem(u'устойчивость') |
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