from cpython.ref cimport Py_INCREF from cymem.cymem cimport Pool from murmurhash.mrmr cimport hash64 from libc.string cimport memset import orth from .utf8string cimport Utf8Str OOV_DIST_FLAGS = 0 memset(&EMPTY_LEXEME, 0, sizeof(Lexeme)) def get_flags(unicode string, float upper_pc, float title_pc, float lower_pc): cdef flag_t flags = 0 flags |= orth.is_alpha(string) << IS_ALPHA flags |= orth.is_ascii(string) << IS_ASCII flags |= orth.is_digit(string) << IS_DIGIT flags |= orth.is_lower(string) << IS_LOWER flags |= orth.is_punct(string) << IS_PUNCT flags |= orth.is_space(string) << IS_SPACE flags |= orth.is_title(string) << IS_TITLE flags |= orth.is_upper(string) << IS_UPPER return flags cpdef Lexeme init(unicode string, hash_t hashed, StringStore store, dict props) except *: cdef Lexeme lex lex.length = len(string) lex.sic = get_string_id(string, store) lex.cluster = props.get('cluster', 0) lex.pos = props.get('pos', 0) lex.supersense = props.get('supersense', 0) lex.prob = props.get('prob', 0) cdef float upper_pc = props.get('upper_pc', 0.0) cdef float lower_pc = props.get('lower_pc', 0.0) cdef float title_pc = props.get('title_pc', 0.0) lex.prefix = get_string_id(string[0], store) lex.suffix = get_string_id(string[-3:], store) canon_cased = orth.canon_case(string, upper_pc, title_pc, lower_pc) lex.norm = get_string_id(canon_cased, store) lex.shape = get_string_id(orth.word_shape(string), store) lex.asciied = get_string_id(orth.asciied(string), store) non_sparse = orth.non_sparse(string, lex.prob, lex.cluster, upper_pc, title_pc, lower_pc) lex.vocab10k = get_string_id(non_sparse, store) lex.flags = get_flags(string, upper_pc, title_pc, lower_pc) return lex cdef atom_t get_string_id(unicode string, StringStore store) except 0: cdef bytes byte_string = string.encode('utf8') cdef Utf8Str* orig_str = store.intern(byte_string, len(byte_string)) return orig_str.i