from libc.stdio cimport fopen, fclose, fread, fwrite, FILE from libc.string cimport memset from os import path from .lexeme cimport EMPTY_LEXEME from .lexeme cimport init as lexeme_init from .strings cimport slice_unicode from .typedefs cimport flags_t from .orth cimport word_shape memset(&EMPTY_LEXEME, 0, sizeof(Lexeme)) cpdef Lexeme init_lexeme(id_t i, unicode string, hash_t hashed, StringStore string_store, dict props) except *: cdef Lexeme lex lex.id = i lex.length = len(string) lex.sic = string_store[string] lex.cluster = props.get('cluster', 0) lex.pos_type = props.get('pos_type', 0) lex.prob = props.get('prob', 0) lex.prefix = string_store[string[:1]] lex.suffix = string_store[string[-3:]] lex.shape = string_store[word_shape(string)] cdef object flags_val = props.get('flags', 0) lex.flags = flags_val return lex cdef class Vocab: '''A map container for a language's Lexeme structs. ''' def __init__(self, data_dir=None, get_lex_props=None): self.mem = Pool() self._map = PreshMap(2 ** 20) self.strings = StringStore() self.lexemes.push_back(&EMPTY_LEXEME) self.get_lex_props = get_lex_props if data_dir is not None: if not path.exists(data_dir): raise IOError("Directory %s not found -- cannot load Vocab." % data_dir) if data_dir is not None: if not path.isdir(data_dir): raise IOError("Path %s is a file, not a dir -- cannot load Vocab." % data_dir) self.strings.load(path.join(data_dir, 'strings.txt')) self.load(path.join(data_dir, 'lexemes.bin')) def __len__(self): """The current number of lexemes stored.""" return self.lexemes.size() cdef const Lexeme* get(self, Pool mem, UniStr* string) except NULL: '''Get a pointer to a Lexeme from the lexicon, creating a new Lexeme if necessary, using memory acquired from the given pool. If the pool is the lexicon's own memory, the lexeme is saved in the lexicon.''' cdef Lexeme* lex lex = self._map.get(string.key) if lex != NULL: return lex if string.n < 3: mem = self.mem cdef unicode py_string = string.chars[:string.n] lex = mem.alloc(sizeof(Lexeme), 1) lex[0] = init_lexeme(self.lexemes.size(), py_string, string.key, self.strings, self.get_lex_props(py_string)) if mem is self.mem: self._map.set(string.key, lex) while self.lexemes.size() < (lex.id + 1): self.lexemes.push_back(&EMPTY_LEXEME) self.lexemes[lex.id] = lex else: lex[0].id = 1 return lex def __getitem__(self, id_or_string): '''Retrieve a lexeme, given an int ID or a unicode string. If a previously unseen unicode string is given, a new Lexeme is created and stored. This function relies on Cython's struct-to-dict conversion. Python clients receive a dict keyed by strings (byte or unicode, depending on Python 2/3), with int values. Cython clients can instead receive a Lexeme struct value. More efficient Cython access is provided by Lexicon.get, which returns a Lexeme*. Args: id_or_string (int or unicode): The integer ID of a word, or its unicode string. If an int >= Lexicon.size, IndexError is raised. If id_or_string is neither an int nor a unicode string, ValueError is raised. Returns: lexeme (dict): A Lexeme struct instance, which Cython translates into a dict if the operator is called from Python. ''' if type(id_or_string) == int: if id_or_string >= self.lexemes.size(): raise IndexError return self.lexemes.at(id_or_string)[0] cdef UniStr string slice_unicode(&string, id_or_string, 0, len(id_or_string)) cdef const Lexeme* lexeme = self.get(self.mem, &string) return lexeme[0] def __setitem__(self, unicode uni_string, dict props): cdef UniStr s slice_unicode(&s, uni_string, 0, len(uni_string)) # Cast through the const here, since we're allowed to change our own # Lexemes. lex = self.get(self.mem, &s) lex[0] = lexeme_init(lex.id, s.chars[:s.n], s.key, self.strings, props) def dump(self, loc): if path.exists(loc): assert not path.isdir(loc) cdef bytes bytes_loc = loc.encode('utf8') if type(loc) == unicode else loc cdef FILE* fp = fopen(bytes_loc, 'wb') assert fp != NULL cdef size_t st cdef hash_t key for i in range(self._map.length): key = self._map.c_map.cells[i].key if key == 0: continue lexeme = self._map.c_map.cells[i].value st = fwrite(&key, sizeof(key), 1, fp) assert st == 1 st = fwrite(lexeme, sizeof(Lexeme), 1, fp) assert st == 1 st = fclose(fp) assert st == 0 def load(self, loc): if not path.exists(loc): raise IOError('Lexemes file not found at %s' % loc) cdef bytes bytes_loc = loc.encode('utf8') if type(loc) == unicode else loc cdef FILE* fp = fopen(bytes_loc, 'rb') assert fp != NULL cdef size_t st cdef Lexeme* lexeme cdef hash_t key i = 0 while True: st = fread(&key, sizeof(key), 1, fp) if st != 1: break lexeme = self.mem.alloc(sizeof(Lexeme), 1) st = fread(lexeme, sizeof(Lexeme), 1, fp) if st != 1: break self._map.set(key, lexeme) while self.lexemes.size() < (lexeme.id + 1): self.lexemes.push_back(&EMPTY_LEXEME) self.lexemes[lexeme.id] = lexeme i += 1 fclose(fp)