spaCy/spacy/en_ptb.pyx

61 lines
1.7 KiB
Cython

'''Serve pointers to Lexeme structs, given strings. Maintain a reverse index,
so that strings can be retrieved from hashes. Use 64-bit hash values and
boldly assume no collisions.
'''
from __future__ import unicode_literals
from libc.stdlib cimport malloc, calloc, free
from libc.stdint cimport uint64_t
from libcpp.vector cimport vector
from spacy.string_tools cimport substr
from spacy.spacy cimport Language
from . import util
cimport spacy
cdef class EnglishPTB(Language):
cdef int find_split(self, unicode word, size_t length):
cdef int i = 0
# Contractions
if word.endswith("'s"):
return length - 2
# Leading punctuation
if is_punct(word, 0, length):
return 1
elif length >= 1:
# Split off all trailing punctuation characters
i = 0
while i < length and not is_punct(word, i, length):
i += 1
return i
cdef bint is_punct(unicode word, size_t i, size_t length):
is_final = i == (length - 1)
if word[i] == '.':
return False
if not is_final and word[i] == '-' and word[i+1] == '-':
return True
# Don't count appostrophes as punct if the next char is a letter
if word[i] == "'" and i < (length - 1) and word[i+1].isalpha():
return False
punct_chars = set(',;:' + '@#$%&' + '!?' + '[({' + '})]')
return word[i] in punct_chars
cdef EnglishPTB EN_PTB = EnglishPTB('en_ptb')
cpdef Tokens tokenize(unicode string):
return EN_PTB.tokenize(string)
cpdef Lexeme_addr lookup(unicode string) except 0:
return EN_PTB.lookup_chunk(string)
cpdef unicode unhash(StringHash hash_value):
return EN_PTB.unhash(hash_value)