Created
August 18, 2012 20:59
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a proof of concept implementation of SQLite FTS tokenizers in Python
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# coding: utf-8 | |
""" | |
a proof of concept implementation of SQLite FTS tokenizers in Python | |
""" | |
from __future__ import print_function, unicode_literals | |
import sys | |
import ctypes | |
from ctypes import POINTER, CFUNCTYPE | |
import struct | |
import igo | |
class sqlite3_tokenizer_module(ctypes.Structure): | |
pass | |
class sqlite3_tokenizer(ctypes.Structure): | |
_fields_ = [("pModule", POINTER(sqlite3_tokenizer_module)), | |
("t", ctypes.py_object)] | |
class sqlite3_tokenizer_cursor(ctypes.Structure): | |
_fields_ = [("pTokenizer", POINTER(sqlite3_tokenizer)), | |
("nodes", ctypes.py_object), | |
("offset", ctypes.c_int), | |
("pos", ctypes.c_int)] | |
xCreate = CFUNCTYPE(ctypes.c_int, ctypes.c_int, POINTER(ctypes.c_char_p), | |
POINTER(POINTER(sqlite3_tokenizer))) | |
xDestroy = CFUNCTYPE(ctypes.c_int, POINTER(sqlite3_tokenizer)) | |
xOpen = CFUNCTYPE(ctypes.c_int, POINTER(sqlite3_tokenizer), | |
ctypes.c_char_p, ctypes.c_int, | |
POINTER(POINTER(sqlite3_tokenizer_cursor))) | |
xClose = CFUNCTYPE(ctypes.c_int, POINTER(sqlite3_tokenizer_cursor)) | |
xNext = CFUNCTYPE(ctypes.c_int, POINTER(sqlite3_tokenizer_cursor), | |
POINTER(ctypes.c_char_p), POINTER(ctypes.c_int), | |
POINTER(ctypes.c_int), POINTER(ctypes.c_int), | |
POINTER(ctypes.c_int)) | |
sqlite3_tokenizer_module._fields_ = [ | |
("iVersion", ctypes.c_int), ("xCreate", xCreate), ("xDestroy", xDestroy), | |
("xOpen", xOpen), ("xClose", xClose), ("xNext", xNext)] | |
def make_tokenizer_module(): | |
tokenizers = {} | |
cursors = {} | |
def xcreate(argc, argv, ppTokenizer): | |
tkn = sqlite3_tokenizer() | |
if argc > 0: | |
tkn.t = igo.tagger.Tagger(argv[0].decode('utf-8')) | |
else: | |
tkn.t = igo.tagger.Tagger() | |
tokenizers[ctypes.addressof(tkn)] = tkn | |
ppTokenizer[0] = ctypes.pointer(tkn) | |
return 0 | |
def xdestroy(pTokenizer): | |
del(tokenizers[ctypes.addressof(pTokenizer[0])]) | |
return 0 | |
def xopen(pTokenizer, pInput, nInput, ppCursor): | |
cur = sqlite3_tokenizer_cursor() | |
cur.pTokenizer = pTokenizer | |
cur.nodes = iter(pTokenizer[0].t.parse(pInput.decode('utf-8'))) | |
cur.pos = 0 | |
cur.offset = 0 | |
cursors[ctypes.addressof(cur)] = cur | |
ppCursor[0] = ctypes.pointer(cur) | |
return 0 | |
def xnext(pCursor, ppToken, pnBytes, | |
piStartOffset, piEndOffset, piPosition): | |
try: | |
cur = pCursor[0] | |
m = next(pCursor[0].nodes) | |
token = m.surface.encode('utf-8') | |
tokenlen = len(token) | |
ppToken[0] = token | |
pnBytes[0] = tokenlen | |
piStartOffset[0] = cur.offset | |
cur.offset += tokenlen | |
piEndOffset[0] = cur.offset | |
piPosition[0] = cur.pos | |
cur.pos += 1 | |
except StopIteration: | |
return 101 | |
return 0 | |
def xclose(pCursor): | |
del(cursors[ctypes.addressof(pCursor[0])]) | |
return 0 | |
return sqlite3_tokenizer_module( | |
0, | |
xCreate(xcreate), | |
xDestroy(xdestroy), | |
xOpen(xopen), | |
xClose(xclose), | |
xNext(xnext)) | |
tokenizer_module = make_tokenizer_module() | |
def register_tokenizer(c): | |
if sys.version_info.major == 2: | |
global buffer | |
else: | |
buffer = lambda x: x | |
address_blob = buffer(struct.pack("P", ctypes.addressof(tokenizer_module))) | |
c.execute('SELECT fts3_tokenizer(?, ?)', ('igo', address_blob)) | |
if __name__ == '__main__': | |
import sqlite3 | |
c = sqlite3.connect(':memory:') | |
register_tokenizer(c) | |
c.execute("CREATE VIRTUAL TABLE fts USING FTS4(tokenize=igo '/path/to/ipadic')") | |
c.execute('INSERT INTO fts VALUES(?)', ('これは日本語で書かれています',)) | |
c.execute('INSERT INTO fts VALUES(?)', (' これは 日本語の文章を 全文検索するテストです',)) | |
for i in c.execute("SELECT * FROM fts WHERE fts MATCH '日本語'").fetchall(): | |
print(i[0]) | |
c.close() |
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