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updated Russian tokenizer
moved the trying to import pymorph into __init__
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3aad66cf00
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7401152289
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@ -8,6 +8,9 @@ from .language_data import *
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class RussianTokenizer(object):
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class RussianTokenizer(object):
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_morph = None
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def __init__(self, spacy_tokenizer, cls, nlp=None):
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try:
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try:
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from pymorphy2 import MorphAnalyzer
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from pymorphy2 import MorphAnalyzer
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except ImportError:
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except ImportError:
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@ -16,9 +19,8 @@ class RussianTokenizer(object):
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"try to fix it with "
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"try to fix it with "
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"pip install pymorphy2==0.8")
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"pip install pymorphy2==0.8")
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_morph = MorphAnalyzer()
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RussianTokenizer._morph = RussianTokenizer._create_morph(MorphAnalyzer)
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def __init__(self, spacy_tokenizer, cls, nlp=None):
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self.vocab = nlp.vocab if nlp else cls.create_vocab(nlp)
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self.vocab = nlp.vocab if nlp else cls.create_vocab(nlp)
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self._spacy_tokenizer = spacy_tokenizer
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self._spacy_tokenizer = spacy_tokenizer
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@ -36,6 +38,12 @@ class RussianTokenizer(object):
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def _normalize(cls, word):
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def _normalize(cls, word):
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return cls._morph.parse(word)[0].normal_form
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return cls._morph.parse(word)[0].normal_form
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@classmethod
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def _create_morph(cls, morph_analyzer_class):
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if not cls._morph:
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cls._morph = morph_analyzer_class()
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return cls._morph
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class RussianDefaults(Language.Defaults):
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class RussianDefaults(Language.Defaults):
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lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
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lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
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