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* Roll back to using unicode, and never Py_UNICODE. No dependence on murmurhash either.
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@ -33,7 +33,7 @@ cdef class Language:
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cdef Tokens tokenize(self, unicode text)
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cdef Tokens tokenize(self, unicode text)
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cdef Lexeme* lookup(self, unicode string) except NULL
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cdef Lexeme* lookup(self, unicode string) except NULL
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cdef Lexeme** lookup_chunk(self, Py_UNICODE* chunk, size_t length) except NULL
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cdef Lexeme** lookup_chunk(self, unicode chunk) except NULL
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cdef Lexeme** new_chunk(self, unicode string, list substrings) except NULL
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cdef Lexeme** new_chunk(self, unicode string, list substrings) except NULL
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cdef Lexeme* new_lexeme(self, unicode lex) except NULL
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cdef Lexeme* new_lexeme(self, unicode lex) except NULL
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@ -7,20 +7,11 @@ from cython.operator cimport dereference as deref
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from spacy.lexeme cimport Lexeme
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from spacy.lexeme cimport Lexeme
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from spacy.lexeme cimport BLANK_WORD
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from spacy.lexeme cimport BLANK_WORD
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from murmurhash cimport mrmr
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from spacy.string_tools cimport substr
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from spacy.string_tools cimport substr
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from . import util
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from . import util
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from os import path
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from os import path
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cimport cython
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#cdef inline StringHash hash_string(unicode string, size_t length):
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# '''Hash unicode with MurmurHash64A'''
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# return hash(string)
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# #cdef bytes byte_string = string.encode('utf8')
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# #return mrmr.hash32(<char*>byte_string, len(byte_string) * sizeof(char), 0)
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def get_normalized(unicode lex, size_t length):
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def get_normalized(unicode lex, size_t length):
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@ -74,19 +65,17 @@ cdef class Language:
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cdef Lexeme** chunk
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cdef Lexeme** chunk
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cdef Tokens tokens = Tokens(self)
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cdef Tokens tokens = Tokens(self)
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cdef size_t length = len(string)
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cdef size_t length = len(string)
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cdef Py_UNICODE* characters = <Py_UNICODE*>string
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cdef Py_UNICODE c
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cdef size_t start = 0
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cdef size_t start = 0
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cdef size_t i
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cdef size_t i = 0
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for i in range(length):
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for c in string:
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c = characters[i]
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if _is_whitespace(c):
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if _is_whitespace(c):
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if start < i:
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if start < i:
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chunk = self.lookup_chunk(&characters[start], i - start)
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chunk = self.lookup_chunk(string[start:i])
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_extend(tokens, chunk)
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_extend(tokens, chunk)
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start = i + 1
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start = i + 1
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i += 1
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if start < i:
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if start < i:
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chunk = self.lookup_chunk(&characters[start], length - start)
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chunk = self.lookup_chunk(string[start:])
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_extend(tokens, chunk)
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_extend(tokens, chunk)
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return tokens
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return tokens
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@ -98,13 +87,12 @@ cdef class Language:
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word = self.new_lexeme(string)
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word = self.new_lexeme(string)
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return word
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return word
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cdef Lexeme** lookup_chunk(self, Py_UNICODE* c_string, size_t length) except NULL:
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cdef Lexeme** lookup_chunk(self, unicode string) except NULL:
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cdef StringHash h = mrmr.hash32(c_string, length * sizeof(Py_UNICODE), 0)
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cdef StringHash h = hash(string)
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cdef Lexeme** chunk = <Lexeme**>self.chunks[h]
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cdef Lexeme** chunk = <Lexeme**>self.chunks[h]
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cdef int split
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cdef int split
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if chunk == NULL:
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if chunk == NULL:
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chunk = self.new_chunk(c_string[:length], self.find_substrings(c_string[:length]))
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chunk = self.new_chunk(string, self.find_substrings(string))
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self.chunks[h] = <size_t>chunk
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return chunk
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return chunk
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cdef Lexeme** new_chunk(self, unicode string, list substrings) except NULL:
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cdef Lexeme** new_chunk(self, unicode string, list substrings) except NULL:
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@ -112,6 +100,7 @@ cdef class Language:
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for i, substring in enumerate(substrings):
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for i, substring in enumerate(substrings):
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chunk[i] = self.lookup(substring)
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chunk[i] = self.lookup(substring)
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chunk[i + 1] = NULL
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chunk[i + 1] = NULL
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self.chunks[hash(string)] = <size_t>chunk
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return chunk
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return chunk
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cdef Lexeme* new_lexeme(self, unicode string) except NULL:
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cdef Lexeme* new_lexeme(self, unicode string) except NULL:
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@ -172,14 +161,8 @@ cdef class Language:
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return len(word)
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return len(word)
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def load_tokenization(self, token_rules=None):
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def load_tokenization(self, token_rules=None):
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cdef StringHash h
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cdef Py_UNICODE* c_string
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cdef bytes byte_string
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for chunk, tokens in token_rules:
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for chunk, tokens in token_rules:
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length = len(chunk)
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self.new_chunk(chunk, tokens)
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c_string = <Py_UNICODE*>chunk
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h = mrmr.hash32(c_string, length * sizeof(Py_UNICODE), 0)
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self.chunks[h] = <size_t>self.new_chunk(chunk, tokens)
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def load_clusters(self):
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def load_clusters(self):
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cdef Lexeme* w
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cdef Lexeme* w
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@ -209,10 +192,11 @@ cdef inline bint _is_whitespace(Py_UNICODE c) nogil:
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return False
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return False
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cdef int _extend(Tokens tokens, Lexeme** chunk) except -1:
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cdef inline int _extend(Tokens tokens, Lexeme** chunk) nogil:
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cdef size_t i = 0
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cdef size_t i = 0
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while chunk[i] != NULL:
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while chunk[i] != NULL:
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tokens.append(<Lexeme_addr>chunk[i])
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tokens.vctr[0].push_back(<Lexeme_addr>chunk[i])
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tokens.length += 1
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i += 1
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i += 1
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