mirror of https://github.com/explosion/spaCy.git
107 lines
3.0 KiB
Cython
107 lines
3.0 KiB
Cython
from .typedefs cimport hash_t, flags_t, id_t, len_t, tag_t, attr_t, attr_id_t
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from .typedefs cimport ID, ORTH, LOWER, NORM, SHAPE, PREFIX, SUFFIX, LENGTH, CLUSTER
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from .structs cimport LexemeC
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from .strings cimport StringStore
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from numpy cimport ndarray
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cdef LexemeC EMPTY_LEXEME
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cdef int set_lex_struct_props(LexemeC* lex, dict props, StringStore strings,
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const float* empty_vec) except -1
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cdef class Lexeme:
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cdef readonly ndarray repvec
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cdef readonly flags_t flags
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cdef readonly flags_t senses
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cdef readonly attr_t id
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cdef readonly attr_t length
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cdef readonly attr_t orth
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cdef readonly attr_t lower
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cdef readonly attr_t norm
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cdef readonly attr_t shape
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cdef readonly attr_t prefix
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cdef readonly attr_t suffix
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cdef readonly unicode orth_
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cdef readonly unicode lower_
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cdef readonly unicode norm_
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cdef readonly unicode shape_
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cdef readonly unicode prefix_
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cdef readonly unicode suffix_
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cdef readonly attr_t cluster
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cdef readonly float prob
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cdef readonly float sentiment
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cdef readonly float l2_norm
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# Workaround for an apparent bug in the way the decorator is handled ---
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# TODO: post bug report / patch to Cython.
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@staticmethod
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cdef inline Lexeme from_ptr(const LexemeC* ptr, StringStore strings, int repvec_length):
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cdef Lexeme py = Lexeme.__new__(Lexeme, repvec_length)
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for i in range(repvec_length):
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py.repvec[i] = ptr.repvec[i]
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py.l2_norm = ptr.l2_norm
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py.flags = ptr.flags
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py.senses = ptr.senses
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py.id = ptr.id
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py.length = ptr.length
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py.orth = ptr.orth
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py.lower = ptr.lower
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py.norm = ptr.norm
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py.shape = ptr.shape
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py.prefix = ptr.prefix
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py.suffix = ptr.suffix
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py.orth_ = strings[ptr.orth]
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py.lower_ = strings[ptr.lower]
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py.norm_ = strings[ptr.norm]
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py.shape_ = strings[ptr.shape]
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py.prefix_ = strings[ptr.prefix]
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py.suffix_ = strings[ptr.suffix]
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py.cluster = ptr.cluster
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py.prob = ptr.prob
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py.sentiment = ptr.sentiment
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return py
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cpdef bint check(self, attr_id_t flag_id) except -1
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cpdef bint has_sense(self, flags_t flag_id) except -1
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cdef inline bint check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
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return lexeme.flags & (1 << flag_id)
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cdef inline attr_t get_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
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if feat_name < (sizeof(flags_t) * 8):
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return check_flag(lex, feat_name)
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elif feat_name == ID:
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return lex.id
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elif feat_name == ORTH:
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return lex.orth
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elif feat_name == LOWER:
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return lex.norm
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elif feat_name == NORM:
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return lex.norm
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elif feat_name == SHAPE:
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return lex.shape
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elif feat_name == PREFIX:
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return lex.prefix
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elif feat_name == SUFFIX:
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return lex.suffix
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elif feat_name == LENGTH:
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return lex.length
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elif feat_name == CLUSTER:
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return lex.cluster
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else:
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return 0
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