from libc.stdint cimport uint32_t from numpy cimport ndarray cimport numpy from cymem.cymem cimport Pool from thinc.typedefs cimport atom_t from .typedefs cimport flags_t, attr_id_t, attr_t from .parts_of_speech cimport univ_pos_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 TokenC* data cdef list _py_tokens cdef unicode _string cdef tuple _tag_strings cdef tuple _dep_strings cdef public tuple _ent_strings cdef public bint is_tagged cdef public bint is_parsed 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 int set_parse(self, const TokenC* parsed, dict label_ids) except -1 cdef class Token: cdef Vocab vocab cdef unicode _string cdef const TokenC* c cdef readonly int i cdef int array_len cdef bint _owns_c_data cdef Tokens _seq cdef tuple _tag_strings cdef tuple _dep_strings @staticmethod cdef inline Token cinit(Vocab vocab, unicode string, const TokenC* token, int offset, int array_len, Tokens parent_seq, tuple tag_strings, tuple dep_strings): if offset < 0 or offset >= array_len: msg = "Attempt to access token at %d, max length %d" raise IndexError(msg % (offset, array_len)) if parent_seq._py_tokens[offset] is not None: return parent_seq._py_tokens[offset] cdef Token self = Token.__new__(Token, vocab, string) self.c = token self.i = offset self.array_len = array_len self._seq = parent_seq self._tag_strings = tag_strings self._dep_strings = dep_strings self._seq._py_tokens[offset] = self return self cdef int take_ownership_of_c_data(self) except -1 cpdef bint check_flag(self, attr_id_t flag_id) except -1