# cython: embedsignature=True from cpython.ref cimport Py_INCREF from cymem.cymem cimport Pool from murmurhash.mrmr cimport hash64 from libc.string cimport memset from .orth cimport word_shape from .typedefs cimport attr_t, flags_t import numpy from .attrs cimport IS_ALPHA, IS_ASCII, IS_DIGIT, IS_LOWER, IS_PUNCT, IS_SPACE from .attrs cimport IS_TITLE, IS_UPPER, LIKE_URL, LIKE_NUM, LIKE_EMAIL, IS_STOP from .attrs cimport IS_OOV memset(&EMPTY_LEXEME, 0, sizeof(LexemeC)) cdef class Lexeme: """An entry in the vocabulary. A Lexeme has no string context --- it's a word-type, as opposed to a word token. It therefore has no part-of-speech tag, dependency parse, or lemma (lemmatization depends on the part-of-speech tag). """ def __init__(self, Vocab vocab, int orth): self.vocab = vocab self.orth = orth self.c = vocab.get_by_orth(vocab.mem, orth) assert self.c.orth == orth def py_set_flag(self, attr_id_t flag_id): Lexeme.set_flag(self.c, flag_id, True) def py_check_flag(self, attr_id_t flag_id): return True if Lexeme.check_flag(self.c, flag_id) else False property orth_: def __get__(self): return self.vocab.strings[self.c.orth] property lower: def __get__(self): return self.c.lower def __set__(self, int x): self.c.lower = x property norm: def __get__(self): return self.c.norm def __set__(self, int x): self.c.norm = x property shape: def __get__(self): return self.c.shape def __set__(self, int x): self.c.shape = x property prefix: def __get__(self): return self.c.prefix def __set__(self, int x): self.c.prefix = x property suffix: def __get__(self): return self.c.suffix def __set__(self, int x): self.c.suffix = x property cluster: def __get__(self): return self.c.suffix def __set__(self, int x): self.c.suffix = x property prob: def __get__(self): return self.c.suffix def __set__(self, int x): self.c.suffix = x property lower_: def __get__(self): return self.vocab.strings[self.c.lower] def __set__(self, unicode x): self.c.lower = self.vocab.strings[x] property norm_: def __get__(self): return self.c.norm def __set__(self, unicode x): self.c.norm = self.vocab.strings[x] property shape_: def __get__(self): return self.vocab.strings[self.c.shape] def __set__(self, unicode x): self.c.shape = self.vocab.strings[x] property prefix_: def __get__(self): return self.c.prefix def __set__(self, unicode x): self.c.prefix = self.vocab.strings[x] property suffix_: def __get__(self): return self.c.suffix def __set__(self, unicode x): self.c.suffix = self.vocab.strings[x] property flags: def __get__(self): return self.c.flags def __set__(self, flags_t x): self.c.flags = x property is_oov: def __get__(self): return Lexeme.check_flag(self.c, IS_OOV) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_OOV, x) property is_alpha: def __get__(self): return Lexeme.check_flag(self.c, IS_ALPHA) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_ALPHA, x) property is_ascii: def __get__(self): return Lexeme.check_flag(self.c, IS_ASCII) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_ASCII, x) property is_digit: def __get__(self): return Lexeme.check_flag(self.c, IS_DIGIT) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_DIGIT, x) property is_lower: def __get__(self): return Lexeme.check_flag(self.c, IS_LOWER) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_LOWER, x) property is_title: def __get__(self): return Lexeme.check_flag(self.c, IS_TITLE) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_TITLE, x) property is_punct: def __get__(self): return Lexeme.check_flag(self.c, IS_PUNCT) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_PUNCT, x) property is_space: def __get__(self): return Lexeme.check_flag(self.c, IS_SPACE) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, IS_SPACE, x) property like_url: def __get__(self): return Lexeme.check_flag(self.c, LIKE_URL) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, LIKE_URL, x) property like_num: def __get__(self): return Lexeme.check_flag(self.c, LIKE_NUM) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, LIKE_NUM, x) property like_email: def __get__(self): return Lexeme.check_flag(self.c, LIKE_EMAIL) def __set__(self, attr_id_t x): Lexeme.set_flag(self.c, LIKE_EMAIL, x)