1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
|
# -*- coding: utf-8 -*-
# vim:set et sts=4 sw=4:
#
# ibus-pinyin - The PinYin engine for IBus
#
# Copyright (c) 2007-2008 Huang Peng <shawn.p.huang@gmail.com>
#
# This program is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 2, or (at your option)
# any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
import os
import os.path as path
import time
import sys
import sqlite3 as sqlite
import re
import uuid
import traceback
import pyutil
import pydict
import pyparser
(YLEN, Y0, Y1, Y2, Y3, YX, S0, S1, S2, S3, PHRASE, FREQ, USER_FREQ) = range (0, 13)
FLUSH_PERIOD = 60 * 5 # 5 minute
class PYSQLiteDB:
"""phrase database that contains all phrases and phrases' pinyin"""
def __init__ (self, name = "py.db", user_db = None, filename = None):
# init last flush time
self._last_flush_time = None
if filename:
self.db = sqlite.connect (filename)
self.parser = pyparser.PinYinParser ()
return
dirname = path.dirname(__file__)
name = os.path.join (dirname, name)
# open system phrase database
self.db = sqlite.connect (name)
self.parser = pyparser.PinYinParser ()
# self.db.execute ("PRAGMA locking_mode = EXCLUSIVE;")
self.db.execute ("PRAGMA synchronous = NORMAL;")
self.db.execute ("PRAGMA temp_store = MEMORY;")
if user_db != None:
home_path = os.getenv ("HOME")
pinyin_path = path.join (home_path, ".ibus", "pinyin")
user_db = path.join (pinyin_path, user_db)
if not path.isdir (pinyin_path):
os.makedirs (pinyin_path)
try:
desc = get_database_desc (user_db)
if desc == None or desc["id"] != "0.1":
new_name = "%s.%d" %(user_db, os.getpid())
print >> sys.stderr, "Can not support the user db. We will rename it to %s" % new_name
os.rename (user_db, new_name)
except:
pass
else:
user_db = ":memory:"
# open user phrase database
try:
self.db.execute ("ATTACH DATABASE \"%s\" AS user_db;" % user_db)
except:
print >> sys.stderr, "The user database was damaged. We will recreate it!"
os.rename (user_db, "%s.%d" % (user_db, os.getpid ()))
self.db.execute ("ATTACH DATABASE \"%s\" AS user_db;" % user_db)
# try create all tables in user database
self.create_tables ("user_db")
self.create_indexes ("user_db")
self.generate_userdb_desc ()
self.select_cache = Cache ()
def create_tables (self, database = "main"):
"""create all phrases tables that contain all phrases"""
try:
self.db.executescript ("PRAGMA default_cache_size = 5000;")
self.flush (True)
except:
pass
# create pinyin table
sqlstring = "CREATE TABLE IF NOT EXISTS %s.py_pinyin (pinyin TEXT PREMARY KEY);" % database
self.db.execute (sqlstring)
# create pinyin table
sqlstring = "CREATE TABLE IF NOT EXISTS %s.py_shengmu (shengmu TEXT PREMARY KEY);" % database
self.db.execute (sqlstring)
# create phrase table
sqlstring = """CREATE TABLE IF NOT EXISTS %(database)s.py_phrase (
ylen INTEGER,
y0 INTEGER, y1 INTEGER, y2 INTEGER, y3 INTEGER, yx TEXT,
s0 INTEGER, s1 INTEGER, s2 INTEGER, s3 INTEGER,
phrase TEXT,
freq INTEGER, user_freq INTEGER);"""
self.db.executescript (sqlstring % { "database":database })
self.flush (True)
def generate_userdb_desc (self):
try:
sqlstring = "CREATE TABLE user_db.desc (name PRIMARY KEY, value);"
self.db.executescript (sqlstring)
sqlstring = "INSERT INTO user_db.desc VALUES (?, ?);"
self.db.execute (sqlstring, ("version", "0.1"))
self.db.execute (sqlstring, ("id", str (uuid.uuid4 ())))
sqlstring = "INSERT INTO user_db.desc VALUES (?, DATETIME(\"now\", \"localtime\"));"
self.db.execute (sqlstring, ("create-time", ))
self.flush (True)
except:
print "desc table has been created."
def create_indexes (self, database = "main"):
# create indexes
sqlstring = """
CREATE INDEX IF NOT EXISTS %(database)s.py_phrase_index_1 ON
py_phrase (y0, y1, y2, y3);
CREATE INDEX IF NOT EXISTS %(database)s.py_phrase_index_2 ON
py_phrase (ylen, y0, y1, y2, y3);
CREATE INDEX IF NOT EXISTS %(database)s.py_phrase_index_3 ON
py_phrase (ylen, s0, s1, s2, s3);
CREATE INDEX IF NOT EXISTS %(database)s.py_phrase_index_4 ON
py_phrase (s0, s1, s2, s2, s3);
CREATE INDEX IF NOT EXISTS %(database)s.py_phrase_index_5 ON
py_phrase (phrase);
"""
self.db.executescript (sqlstring % { "database" : database })
self.flush (True)
def optimize_database (self):
sqlstring = """
CREATE TABLE tmp AS SELECT * FROM py_phrase;
DELETE FROM py_phrase;
INSERT INTO py_phrase SELECT * FROM tmp ORDER BY ylen, y0, y1, y2, y3, yx, phrase;
DROP TABLE tmp;
"""
self.db.executescript (sqlstring)
self.db.executescript ("VACUUM;")
def init_pinyin_table (self):
"""create table pinyin that contains all pinyin"""
sqlstring = "INSERT INTO py_pinyin (pinyin) VALUES (?)"
for py in pydict.PINYIN_DICT.keys ():
self.db.execute (sqlstring, (unicode (py),))
self.flush (True)
def init_shengmu_table (self):
"""create table shengmu that contains all shengmu of pinyin"""
sqlstring = "INSERT INTO py_shengmu (shengmu) VALUES (?)"
for shengmu in pydict.SHENGMU_DICT.keys ():
self.db.execute (sqlstring, (unicode (shengmu),))
self.flush (True)
def add_phrases (self, phrases, database = "main"):
""" add phrases to database, phrases is a iterable object
Like: [(phrase, pinyin, freq), (phrase, pinyin, freq), ...]
"""
sqlstring = """INSERT INTO %s.py_phrase (ylen, y0, y1, y2, y3, yx, s0, s1, s2, s3, phrase, freq, user_freq)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"""
line = 1
for phrase, pinyin, freq in phrases:
try:
py = self.parser.parse (pinyin)
if len (py) != len (phrase):
error_message = u"%s %s: Can not parse pinyin." % (phrase, pinyin)
raise Exception (error_message.encode ("utf8"))
record = [None, None, None, None, None, None, None, None, None, None, None, None, None]
record [YLEN] = len (py)
i = 0
for p in py[:4]:
record[Y0 + i] = p.get_pinyin_id ()
record[S0 + i] = p.get_sheng_mu_id ()
i += 1
if len (py) > 4:
record[YX] = "'".join (map (str, py[4:]))
record[PHRASE] = phrase
record[FREQ] = freq
record[USER_FREQ] = None
self.db.execute (sqlstring % database, record)
except Exception, e:
print line, ":", phrase.encode ("utf-8"), pinyin, freq
import traceback
traceback.print_exc ()
# print e
line += 1
self.flush (True)
def get_pinyin_table (self):
"""get pinyin table"""
try:
return self._pinyin_table
except:
pass
sql = "SELECT phrase, y0, s0 FROM py_phrase WHERE ylen = 1"
pinyin_table = {}
result = self.db.execute (sql % i)
for phrase, y0, s0 in result:
if phrase not in pinyin_table:
pinyin_table [phrase] = []
pinyin_table [phrase].append ((y0, s0))
self._pinyin_table = pinyin_table
return pinyin_table
def select_words_by_pinyin_list (self, pys, mohu = False):
"""select words from database by list that contains pyutil.PinYinWord objects"""
pinyin_string = u"'".join (map (str, pys))
result = self.select_cache [pinyin_string]
if result != None:
return result
tables_union = """( SELECT * FROM main.py_phrase WHERE %(conditions)s UNION ALL
SELECT * FROM user_db.py_phrase WHERE %(conditions)s )"""
if mohu:
sql_conditions = ["+ylen = %d" % len (pys) ]
else:
sql_conditions = ["ylen = %d" % len (pys) ]
i = 0
if mohu == False:
for py in pys[:4]:
if py.is_valid_pinyin ():
sql_conditions.append ("y%d = %d" % (i, py.get_pinyin_id ()))
else:
sql_conditions.append ("s%d = %d" % (i, py.get_sheng_mu_id ()))
i += 1
else:
for py in pys[:4]:
if py.is_valid_pinyin ():
shengmu = py.get_shengmu ()
yunmu = py.get_pinyin ()[len (shengmu):]
if shengmu in pydict.MOHU_SHENGMU:
shengmu_list = pydict.MOHU_SHENGMU[shengmu]
else:
shengmu_list = [shengmu]
if yunmu in pydict.MOHU_YUNMU:
yunmu_list = pydict.MOHU_YUNMU[yunmu]
else:
yunmu_list = [yunmu]
pinyin_ids = []
for s in shengmu_list:
for y in yunmu_list:
pinyin = s + y
if pinyin in pydict.PINYIN_DICT:
pinyin_ids.append (str (pydict.PINYIN_DICT[pinyin]))
if len (pinyin_ids) > 1:
sql_conditions.append ("y%d in (%s)" % (i, ",".join (pinyin_ids)))
else:
sql_conditions.append ("y%d == %s" % (i, pinyin_ids[0]))
else:
shengmu = py.get_shengmu ()
if shengmu in pydict.MOHU_SHENGMU:
shengmu_ids = []
for s in pydict.MOHU_SHENGMU[shengmu]:
shengmu_ids.append (str (pydict.SHENGMU_DICT[s]))
sql_conditions.append ("s%d in (%s)" % (i, ",".join (shengmu_ids)))
else:
sql_conditions.append ("s%d = %d" % (i, py.get_sheng_mu_id ()))
i += 1
if pys[4:]:
pp = lambda (x): x.get_pattern (mohu)
pattern = "'".join (map (pp, pys[4:]))
sql_conditions.append ("yx LIKE \"" + pattern + "\"")
tables_union = tables_union % { "conditions" : " AND ".join (sql_conditions) }
sql_prefix = "SELECT * FROM " + tables_union
sql_string = sql_prefix + " GROUP BY phrase ORDER BY user_freq DESC, freq DESC;"
result = list (self.db.execute (sql_string).fetchall ())
self.select_cache [pinyin_string] = result
return result
def select_words_by_pinyin_string (self, string, mohu = False):
"""select words from the database by pinyin string"""
pys = self.parser.parse (string)
result = self.select_words_by_pinyin_list (pys, mohu)
return result
def commit_phrases (self, records):
"""this function adjusts frequence of phrase in user database."""
for record in records:
if record [USER_FREQ] != None:
sql = "UPDATE user_db.py_phrase SET user_freq = user_freq + 1 WHERE ylen = ? AND y0 = ? AND phrase = ?;"
self.db.execute (sql, (record[YLEN], record[Y0], record[PHRASE]))
else:
sql = """INSERT INTO user_db.py_phrase (ylen, y0, y1, y2, y3, yx, s0, s1, s2, s3, phrase, freq, user_freq)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 1);"""
self.db.execute (sql, record[:12])
self.flush ()
self.select_cache.clear ()
def commit_phrase (self, record):
self.commit_phrases ([record])
def commit_char (self, char, pinyin_id, shengmu_id):
sql = "SELECT * FROM main.py_phrase WHERE ylen = 1 AND y0 = ? AND phrase = ?"
records = self.db.execute (sql, (pinyin_id, char)).fetchall ()
self.commit_phrases (records)
def new_phrase (self, phrases, freq = None, user_freq = 1):
"""this function create a new phrase from a phrase list and put it into user database."""
pinyin_ids = []
shengmu_ids = []
phrase = u""
phrase_length = 0
for p in phrases:
if phrase_length + p[YLEN] > 8:
break
phrase += p[PHRASE]
phrase_length += p[YLEN]
if p[YLEN] > 4:
ys = p[YX].split ("'")
for i in range (0, p[YLEN]):
if i < 4:
pinyin_ids.append (p[Y0 + i])
shengmu_ids.append (p[S0 + i])
else:
w = pyutil.PinYinWord (ys[i - 4])
pinyin_ids.append (w.get_pinyin_id ())
shengmu_ids.append (w.get_sheng_mu_id ())
sql = """INSERT INTO user_db.py_phrase
(ylen, y0, y1, y2, y3, yx, s0, s1, s2, s3, phrase, freq, user_freq)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"""
values = [phrase_length, None, None, None, None, None, None, None, None, None, phrase, freq, user_freq]
if phrase_length <=4:
values[1: 1 + phrase_length] = pinyin_ids [:phrase_length]
values[6: 6 + phrase_length] = shengmu_ids [:phrase_length]
else:
values[1: 5] = pinyin_ids [:4]
values[6: 10] = shengmu_ids [:4]
get_pinyin = lambda id: pydict.ID_PINYIN_DICT[id]
values[5] = "'".join (map (get_pinyin, pinyin_ids[4:]))
self.db.execute (sql, values)
self.flush ()
self.select_cache.clear ()
def remove_phrase (self, record):
"Remove phrase from user database"
sql = "DELETE FROM user_db.py_phrase WHERE ylen = ? AND y0 = ? AND phrase = ?"
self.db.execute (sql, (record[YLEN], record[Y0], record[PHRASE]))
self.flush ()
self.select_cache.clear ()
def flush (self, force = False):
if self._last_flush_time == None:
self._last_flush_time = time.time ()
if force or time.time() - self._last_flush_time >= FLUSH_PERIOD:
self.db.commit ()
self._last_flush_time = time.time ()
class Cache:
"""cache object for cache history queries"""
class Slot:
"""Slot item of cache object"""
def __init__ (self):
self.time = -1
self.value = None
self.index = None
def __init__ (self, max_slot = 1024):
self._max_slot = max_slot
self.clear ()
def clear (self):
self._slots = []
self._dict = {}
self._time = 0
def __delitem__ (self, index):
if not self._dict.has_key (index):
return None
del self._dict [index]
def __getitem__ (self, index):
"""return a vale associate with the giving index. It cache does not has this index,
it will retrun None."""
if not self._dict.has_key (index):
return None
slot = self._dict [index]
self._time += 1
slot.time = self._time
return slot.value
def __setitem__ (self, index, value):
if self._dict.has_key (index):
slot = self._dict[index]
else:
slot = self.get_slot ()
self._time += 1
slot.value = value
slot.time = self._time
slot.index = index
self._dict[index] = slot
def get_slot (self):
"""get_slot will return a empty slot. If there is not any empty slot,
it will find the oldest slot and return it."""
if len (self._slots) < self._max_slot:
slot = Cache.Slot ()
self._slots.append (slot)
else:
self._slots.sort (lambda x,y : x.time - y.time)
slot = self._slots[0]
del self._dict[slot.index]
return slot
def get_database_desc (db_file):
if not path.exists (db_file):
raise Exception ("%s does not exist!" % dbname)
try:
desc = {}
db = sqlite.connect (db_file)
for row in db.executescript ("SELECT * FROM desc;"):
desc [row[0]] = row[1]
return desc
except:
return None
def test_select_words ():
import time
db = PYSQLiteDB ()
while True:
l = raw_input ().strip ()
if not l:
break
t = time.time ()
res = db.select_words_by_pinyin_string (l)
t = time.time () - t
i = 0
for p in res:
print "%s = %s %s " % (i, str (p), p[PHRASE].encode ("utf8"))
i += 1
print "OK t =", t, " count =", len (res)
while True:
try:
commit = int (raw_input ("commit = ").strip ())
db.commit_phrase (res[commit])
except KeyboardInterrupt, e:
print "Exit"
sys.exit (0)
except:
print "Input is invalidate"
continue
break
def test_case (string):
db = PYSQLiteDB ()
parser = pyparser.PinYinParser ()
pys = parser.parse (string)
result = u""
while len (result) != len (pys):
pps = pys[len (result):]
for x in range (len (pps), 0, -1):
candidates = db.select_words_by_pinyin_list (pps[:x])
if candidates:
result += candidates[0][PHRASE]
break
print "'".join (map (str, pys))
print result
def test ():
test_case ("gaodangfangdichankaifashangdedongtianjiuyaolaile")
test_case ("huanyingshiyongwokaifadezhinengpinyinshurufa")
test_case ("beijingshirenminzhengfujuedingzaitongzhouqujianlizhengfuxingzhengjidi")
test_case ("woguojuminshoumingqiwangtigaodaoqishisansui")
test_case ("wgjmshmqwtgdqshss")
test_case ("xjinyhuiyouyongme")
if __name__ == "__main__":
import timeit
t = timeit.Timer ("pysqlitedb.test ()", "import pysqlitedb")
print t.repeat (3,1)
|