# cython: infer_types=True from __future__ import unicode_literals, absolute_import cimport cython from libc.string cimport memcpy from libc.stdint cimport uint64_t from murmurhash.mrmr cimport hash64 from preshed.maps cimport map_iter, key_t from .typedefs cimport hash_t try: import ujson as json except ImportError: import json cpdef hash_t hash_string(unicode string) except 0: chars = string.encode('utf8') return _hash_utf8(chars, len(chars)) cdef hash_t _hash_utf8(char* utf8_string, int length): return hash64(utf8_string, length, 1) cdef unicode _decode(const Utf8Str* string): cdef int i, length if string.s[0] < sizeof(string.s) and string.s[0] != 0: return string.s[1:string.s[0]+1].decode('utf8') elif string.p[0] < 255: return string.p[1:string.p[0]+1].decode('utf8') else: i = 0 length = 0 while string.p[i] == 255: i += 1 length += 255 length += string.p[i] i += 1 return string.p[i:length + i].decode('utf8') cdef Utf8Str _allocate(Pool mem, const unsigned char* chars, int length) except *: cdef int n_length_bytes cdef int i cdef Utf8Str string assert length != 0 if length < sizeof(string.s): string.s[0] = length memcpy(&string.s[1], chars, length) return string elif length < 255: string.p = mem.alloc(length + 1, sizeof(unsigned char)) string.p[0] = length memcpy(&string.p[1], chars, length) assert string.s[0] >= sizeof(string.s) or string.s[0] == 0, string.s[0] return string else: i = 0 n_length_bytes = (length // 255) + 1 string.p = mem.alloc(length + n_length_bytes, sizeof(unsigned char)) for i in range(n_length_bytes-1): string.p[i] = 255 string.p[n_length_bytes-1] = length % 255 memcpy(&string.p[n_length_bytes], chars, length) assert string.s[0] >= sizeof(string.s) or string.s[0] == 0, string.s[0] return string cdef class StringStore: '''Map strings to and from integer IDs.''' def __init__(self, strings=None, freeze=False): self.mem = Pool() self._map = PreshMap() self._oov = PreshMap() self._resize_at = 10000 self.c = self.mem.alloc(self._resize_at, sizeof(Utf8Str)) self.size = 1 self.is_frozen = False if strings is not None: for string in strings: _ = self[string] property size: def __get__(self): return self.size -1 def __len__(self): return self.size-1 def __getitem__(self, object string_or_id): if isinstance(string_or_id, basestring) and len(string_or_id) == 0: return 0 elif string_or_id == 0: return u'' cdef bytes byte_string cdef const Utf8Str* utf8str cdef uint64_t int_id if isinstance(string_or_id, (int, long)): int_id = string_or_id if int_id < self.size: return _decode(&self.c[int_id]) else: utf8str = self._oov.get(int_id) if utf8str is not NULL: return _decode(utf8str) else: raise IndexError(string_or_id) else: if isinstance(string_or_id, bytes): byte_string = string_or_id elif isinstance(string_or_id, unicode): byte_string = (string_or_id).encode('utf8') else: raise TypeError(type(string_or_id)) utf8str = self._intern_utf8(byte_string, len(byte_string)) if utf8str is NULL: # TODO: We could get unlucky here, and hash into a value that # collides with the 'real' strings. All we have to do is offset # I think? return _hash_utf8(byte_string, len(byte_string)) else: return utf8str - self.c def __contains__(self, unicode string not None): if len(string) == 0: return True cdef hash_t key = hash_string(string) return self._map.get(key) is not NULL def __iter__(self): cdef int i for i in range(self.size): yield _decode(&self.c[i]) if i > 0 else u'' # TODO: Iterate OOV here? def __reduce__(self): strings = [""] for i in range(1, self.size): string = &self.c[i] py_string = _decode(string) strings.append(py_string) return (StringStore, (strings,), None, None, None) def set_frozen(self, bint is_frozen): # TODO self.is_frozen = is_frozen def flush_oov(self): self._oov = PreshMap() cdef const Utf8Str* intern_unicode(self, unicode py_string): # 0 means missing, but we don't bother offsetting the index. cdef bytes byte_string = py_string.encode('utf8') return self._intern_utf8(byte_string, len(byte_string)) @cython.final cdef const Utf8Str* _intern_utf8(self, char* utf8_string, int length): # TODO: This function's API/behaviour is an unholy mess... # 0 means missing, but we don't bother offsetting the index. cdef hash_t key = _hash_utf8(utf8_string, length) cdef Utf8Str* value = self._map.get(key) if value is not NULL: return value value = self._oov.get(key) if value is not NULL: return value if self.is_frozen: # Important: Make the OOV store own the memory. That way it's trivial # to flush them all. value = self._oov.mem.alloc(1, sizeof(Utf8Str)) value[0] = _allocate(self._oov.mem, utf8_string, length) self._oov.set(key, value) return NULL if self.size == self._resize_at: self._realloc() self.c[self.size] = _allocate(self.mem, utf8_string, length) self._map.set(key, &self.c[self.size]) self.size += 1 return &self.c[self.size-1] def dump(self, file_): string_data = json.dumps(list(self)) if not isinstance(string_data, unicode): string_data = string_data.decode('utf8') # TODO: OOV? file_.write(string_data) def load(self, file_): strings = json.load(file_) if strings == ['']: return None cdef unicode string for string in strings: # explicit None/len check instead of simple truth testing # (bug in Cython <= 0.23.4) if string is not None and len(string): self.intern_unicode(string) def _realloc(self): # We want to map straight to pointers, but they'll be invalidated if # we resize our array. So, first we remap to indices, then we resize, # then we can acquire the new pointers. cdef Pool tmp_mem = Pool() keys = tmp_mem.alloc(self.size, sizeof(key_t)) cdef key_t key cdef void* value cdef const Utf8Str ptr cdef int i = 0 cdef size_t offset while map_iter(self._map.c_map, &i, &key, &value): # Find array index with pointer arithmetic offset = ((value) - self.c) keys[offset] = key self._resize_at *= 2 cdef size_t new_size = self._resize_at * sizeof(Utf8Str) self.c = self.mem.realloc(self.c, new_size) self._map = PreshMap(self.size) for i in range(self.size): if keys[i]: self._map.set(keys[i], &self.c[i])