from libc.stdint cimport uint32_t from numpy cimport ndarray from cymem.cymem cimport Pool from thinc.typedefs cimport atom_t from .typedefs cimport flags_t, attr_id_t, attr_t, univ_tag_t from .structs cimport Morphology, TokenC, LexemeC from .vocab cimport Vocab from .strings cimport StringStore ctypedef const LexemeC* const_Lexeme_ptr ctypedef TokenC* TokenC_ptr ctypedef fused LexemeOrToken: const_Lexeme_ptr TokenC_ptr cdef attr_t get_lex_attr(const LexemeC* lex, attr_id_t feat_name) nogil cdef attr_t get_token_attr(const TokenC* lex, attr_id_t feat_name) nogil cdef inline bint check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil: return lexeme.flags & (1 << flag_id) cdef class Tokens: cdef Pool mem cdef Vocab vocab cdef list tag_names cdef dict pos_scheme cdef TokenC* data cdef unicode _string cdef int length cdef int max_length cdef int push_back(self, int i, LexemeOrToken lex_or_tok) except -1 cpdef long[:,:] to_array(self, object features) cdef class Token: cdef readonly Tokens _seq cdef readonly int i cdef readonly attr_t idx cdef readonly attr_t cluster cdef readonly attr_t length cdef readonly attr_t orth cdef readonly attr_t norm1 cdef readonly attr_t norm2 cdef readonly attr_t shape cdef readonly attr_t prefix cdef readonly attr_t suffix cdef readonly float prob cdef readonly float sentiment cdef readonly attr_t flags cdef readonly attr_t lemma cdef readonly univ_tag_t pos cdef readonly attr_t tag cdef readonly attr_t dep cdef readonly ndarray repvec