from libcpp.vector cimport vector from cpython cimport Py_UNICODE_ISSPACE, Py_UNICODE_ISALPHA, Py_UNICODE_ISUPPER from preshed.maps cimport PreshMap from cymem.cymem cimport Pool from .typedefs cimport hash_t from .structs cimport Lexeme, TokenC, Morphology, UniStr from .strings cimport StringStore from .tokens cimport Tokens from .vocab cimport Vocab, _Cached cdef union LexemesOrTokens: const Lexeme* const* lexemes TokenC* tokens cdef class Tokenizer: cdef Pool mem cdef PreshMap _cache cdef PreshMap _specials cpdef readonly Vocab vocab cdef object _prefix_re cdef object _suffix_re cdef object _infix_re cpdef Tokens tokens_from_list(self, list strings) cpdef Tokens tokenize(self, unicode text) cdef int _try_cache(self, int idx, hash_t key, Tokens tokens) except -1 cdef int _tokenize(self, Tokens tokens, UniStr* span, int start, int end) except -1 cdef UniStr* _split_affixes(self, UniStr* string, vector[Lexeme*] *prefixes, vector[Lexeme*] *suffixes) except NULL cdef int _attach_tokens(self, Tokens tokens, int idx, UniStr* string, vector[Lexeme*] *prefixes, vector[Lexeme*] *suffixes) except -1 cdef int _find_prefix(self, Py_UNICODE* characters, size_t length) except -1 cdef int _find_suffix(self, Py_UNICODE* characters, size_t length) except -1 cdef int _find_infix(self, Py_UNICODE* characters, size_t length) except -1 cdef int _save_cached(self, const TokenC* tokens, hash_t key, int n) except -1