mirror of https://github.com/explosion/spaCy.git
Wire up lemmatizer rules for English
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@ -19,6 +19,8 @@ from ..language_data import EMOTICONS
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from .language_data import ORTH_ONLY
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from .language_data import get_time_exc
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from .lemma_rules import LEMMA_RULES
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TOKENIZER_EXCEPTIONS = dict(language_data.TOKENIZER_EXCEPTIONS)
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TOKENIZER_PREFIXES = tuple(language_data.TOKENIZER_PREFIXES)
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@ -47,3 +49,4 @@ class English(Language):
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infixes = TOKENIZER_INFIXES
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tag_map = TAG_MAP
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stop_words = STOP_WORDS
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lemma_rules = LEMMA_RULES
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@ -38,7 +38,7 @@ class BaseDefaults(object):
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if nlp is None or nlp.path is None:
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return Lemmatizer({}, {}, {})
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else:
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return Lemmatizer.load(nlp.path)
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return Lemmatizer.load(nlp.path, rules=self.lemma_rules)
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@classmethod
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def create_vocab(cls, nlp=None):
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@ -159,6 +159,8 @@ class BaseDefaults(object):
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stop_words = set()
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lemma_rules = {}
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lex_attr_getters = {
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attrs.LOWER: lambda string: string.lower(),
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attrs.NORM: lambda string: string,
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@ -9,7 +9,7 @@ from .symbols import POS, NOUN, VERB, ADJ, PUNCT
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class Lemmatizer(object):
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@classmethod
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def load(cls, path):
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def load(cls, path, rules=None):
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index = {}
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exc = {}
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for pos in ['adj', 'noun', 'verb']:
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@ -25,8 +25,11 @@ class Lemmatizer(object):
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exc[pos] = read_exc(file_)
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else:
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exc[pos] = {}
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with (path / 'vocab' / 'lemma_rules.json').open('r', encoding='utf8') as file_:
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rules = json.load(file_)
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if rules is None and (path / 'vocab' / 'lemma_rules.json').exists():
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with (path / 'vocab' / 'lemma_rules.json').open('r', encoding='utf8') as file_:
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rules = json.load(file_)
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elif rules is None:
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rules = {}
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return cls(index, exc, rules)
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def __init__(self, index, exceptions, rules):
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