blob: d827ee7d8e5187a73f372642a131be142fac0dde (
plain)
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
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
|
/*
* Authors:
* - Assem Chelli, < assem [dot] ch [at] gmail >
* - Abdelkrim Aries <ab [underscore] aries [at] esi [dot] dz>
*
*/
stringescapes { }
/* the Arabic letters in Unicode */
// Hamza
stringdef o '{U+0621}' // Hamza
stringdef ao '{U+0623}' // Hamza above Alef
stringdef ao_ '{U+0625}' // Hamza below Alef
stringdef a~ '{U+0622}' // Alef madda
stringdef wo '{U+0624}' // Hamza above waw
stringdef yo '{U+0626}' // Hamza above yeh
// Letters
stringdef a '{U+0627}' // Alef
stringdef a_ '{U+0649}' // Alef Maksura
stringdef b '{U+0628}' // Beh
stringdef t_ '{U+0629}' // Teh_Marbuta
stringdef t '{U+062A}' // Teh
stringdef th '{U+062B}' // Theh
stringdef j '{U+062C}' // Jeem
stringdef h '{U+062D}' // Hah
stringdef x '{U+062E}' // Khah
stringdef d '{U+062F}' // Dal
stringdef dz '{U+0630}' // Thal
stringdef r '{U+0631}' // Reh
stringdef z '{U+0632}' // Zain
stringdef s '{U+0633}' // Seen
stringdef sh '{U+0634}' // Sheen
stringdef c '{U+0635}' // Sad
stringdef dh '{U+0636}' // Dad
stringdef tt '{U+0637}' // Tah
stringdef zh '{U+0638}' // Zah
stringdef i '{U+0639}' // Ain
stringdef gh '{U+063A}' // Ghain
stringdef f '{U+0641}' // Feh
stringdef q '{U+0642}' // Qaf
stringdef k '{U+0643}' // Kaf
stringdef l '{U+0644}' // Lam
stringdef m '{U+0645}' // Meem
stringdef n '{U+0646}' // Noon
stringdef e '{U+0647}' // Heh
stringdef w '{U+0648}' // Waw
stringdef y '{U+064A}' // Yeh
// Diacritics
stringdef aan '{U+064B}' // FatHatan
stringdef uun '{U+064C}' // Dammatan
stringdef iin '{U+064D}' // Kasratan
stringdef aa '{U+064E}' // FatHa
stringdef uu '{U+064F}' // Damma
stringdef ii '{U+0650}' // Kasra
stringdef oo '{U+0652}' // Sukun
stringdef ~ '{U+0651}' // Shadda
// Hindu–Arabic numerals
stringdef 0 '{U+0660}'
stringdef 1 '{U+0661}'
stringdef 2 '{U+0662}'
stringdef 3 '{U+0663}'
stringdef 4 '{U+0664}'
stringdef 5 '{U+0665}'
stringdef 6 '{U+0666}'
stringdef 7 '{U+0667}'
stringdef 8 '{U+0668}'
stringdef 9 '{U+0669}'
// Kasheeda
stringdef _ '{U+0640}' // Kasheeda, Tatweel
// Shaped forms
stringdef o1 '{U+FE80}' // HAMZA
stringdef ao1 '{U+FE83}' // ALEF_HAMZA_ABOVE
stringdef ao2 '{U+FE84}' // ALEF_HAMZA_ABOVE
stringdef ao_1 '{U+FE87}' // ALEF_HAMZA_BELOW
stringdef ao_2 '{U+FE88}' // ALEF_HAMZA_BELOW
stringdef yo1 '{U+FE8B}' // YEH_HAMZA
stringdef yo2 '{U+FE8C}' // YEH_HAMZA
stringdef yo3 '{U+FE89}' // YEH_HAMZA
stringdef yo4 '{U+FE8A}' // YEH_HAMZA
stringdef a~1 '{U+FE81}' // ALEF_MADDA
stringdef a~2 '{U+FE82}' // ALEF_MADDA
stringdef wo1 '{U+FE85}' // WAW_HAMZA
stringdef wo2 '{U+FE86}' // WAW_HAMZA
stringdef a1 '{U+FE8D}' // ALEF
stringdef a2 '{U+FE8E}' // ALEF
stringdef b1 '{U+FE8F}' // BEH
stringdef b2 '{U+FE90}' // BEH
stringdef b3 '{U+FE91}' // BEH
stringdef b4 '{U+FE92}' // BEH
stringdef t_1 '{U+FE93}' // TEH_MARBUTA
stringdef t_2 '{U+FE94}' // TEH_MARBUTA
stringdef t1 '{U+FE97}' // TEH
stringdef t2 '{U+FE98}' // TEH
stringdef t3 '{U+FE95}' // TEH
stringdef t4 '{U+FE96}' // TEH
stringdef th1 '{U+FE9B}' // THEH
stringdef th2 '{U+FE9C}' // THEH
stringdef th3 '{U+FE9A}' // THEH
stringdef th4 '{U+FE99}' // THEH
stringdef j1 '{U+FE9F}' // JEEM
stringdef j2 '{U+FEA0}' // JEEM
stringdef j3 '{U+FE9D}' // JEEM
stringdef j4 '{U+FE9E}' // JEEM
stringdef h1 '{U+FEA3}' // HAH
stringdef h2 '{U+FEA4}' // HAH
stringdef h3 '{U+FEA1}' // HAH
stringdef h4 '{U+FEA2}' // HAH
stringdef x1 '{U+FEA7}' // KHAH
stringdef x2 '{U+FEA8}' // KHAH
stringdef x3 '{U+FEA5}' // KHAH
stringdef x4 '{U+FEA6}' // KHAH
stringdef d1 '{U+FEA9}' // DAL
stringdef d2 '{U+FEAA}' // DAL
stringdef dz1 '{U+FEAB}' // THAL
stringdef dz2 '{U+FEAC}' // THAL
stringdef r1 '{U+FEAD}' // REH
stringdef r2 '{U+FEAE}' // REH
stringdef z1 '{U+FEAF}' // ZAIN
stringdef z2 '{U+FEB0}' // ZAIN
stringdef s1 '{U+FEB3}' // SEEN
stringdef s2 '{U+FEB4}' // SEEN
stringdef s3 '{U+FEB1}' // SEEN
stringdef s4 '{U+FEB2}' // SEEN
stringdef sh1 '{U+FEB7}' // SHEEN
stringdef sh2 '{U+FEB8}' // SHEEN
stringdef sh3 '{U+FEB5}' // SHEEN
stringdef sh4 '{U+FEB6}' // SHEEN
stringdef c1 '{U+FEBB}' // SAD
stringdef c2 '{U+FEBC}' // SAD
stringdef c3 '{U+FEB9}' // SAD
stringdef c4 '{U+FEBA}' // SAD
stringdef dh1 '{U+FEBF}' // DAD
stringdef dh2 '{U+FEC0}' // DAD
stringdef dh3 '{U+FEBD}' // DAD
stringdef dh4 '{U+FEBE}' // DAD
stringdef tt1 '{U+FEC3}' // TAH
stringdef tt2 '{U+FEC4}' // TAH
stringdef tt3 '{U+FEC1}' // TAH
stringdef tt4 '{U+FEC2}' // TAH
stringdef zh1 '{U+FEC7}' // ZAH
stringdef zh2 '{U+FEC8}' // ZAH
stringdef zh3 '{U+FEC5}' // ZAH
stringdef zh4 '{U+FEC6}' // ZAH
stringdef i1 '{U+FECB}' // AIN
stringdef i2 '{U+FECC}' // AIN
stringdef i3 '{U+FEC9}' // AIN
stringdef i4 '{U+FECA}' // AIN
stringdef gh1 '{U+FECF}' // GHAIN
stringdef gh2 '{U+FED0}' // GHAIN
stringdef gh3 '{U+FECD}' // GHAIN
stringdef gh4 '{U+FECE}' // GHAIN
stringdef f1 '{U+FED3}' // FEH
stringdef f2 '{U+FED4}' // FEH
stringdef f3 '{U+FED1}' // FEH
stringdef f4 '{U+FED2}' // FEH
stringdef q1 '{U+FED7}' // QAF
stringdef q2 '{U+FED8}' // QAF
stringdef q3 '{U+FED5}' // QAF
stringdef q4 '{U+FED6}' // QAF
stringdef k1 '{U+FEDB}' // KAF
stringdef k2 '{U+FEDC}' // KAF
stringdef k3 '{U+FED9}' // KAF
stringdef k4 '{U+FEDA}' // KAF
stringdef l1 '{U+FEDF}' // LAM
stringdef l2 '{U+FEE0}' // LAM
stringdef l3 '{U+FEDD}' // LAM
stringdef l4 '{U+FEDE}' // LAM
stringdef m1 '{U+FEE3}' // MEEM
stringdef m2 '{U+FEE4}' // MEEM
stringdef m3 '{U+FEE1}' // MEEM
stringdef m4 '{U+FEE2}' // MEEM
stringdef n1 '{U+FEE7}' // NOON
stringdef n2 '{U+FEE8}' // NOON
stringdef n3 '{U+FEE5}' // NOON
stringdef n4 '{U+FEE6}' // NOON
stringdef e1 '{U+FEEB}' // HEH
stringdef e2 '{U+FEEC}' // HEH
stringdef e3 '{U+FEE9}' // HEH
stringdef e4 '{U+FEEA}' // HEH
stringdef w1 '{U+FEED}' // WAW
stringdef w2 '{U+FEEE}' // WAW
stringdef a_1 '{U+FEEF}' // ALEF_MAKSURA
stringdef a_2 '{U+FEF0}' // ALEF_MAKSURA
stringdef y1 '{U+FEF3}' // YEH
stringdef y2 '{U+FEF4}' // YEH
stringdef y3 '{U+FEF1}' // YEH
stringdef y4 '{U+FEF2}' // YEH
// Ligatures Lam-Alef
stringdef la '{U+FEFB}' // LAM_ALEF
stringdef la2 '{U+FEFC}' // LAM_ALEF
stringdef lao '{U+FEF7}' // LAM_ALEF_HAMZA_ABOVE
stringdef lao2 '{U+FEF8}' // LAM_ALEF_HAMZA_ABOVE
stringdef lao_ '{U+FEF9}' // LAM_ALEF_HAMZA_BELOW
stringdef lao_2 '{U+FEFA}' // LAM_ALEF_HAMZA_BELOW
stringdef la~ '{U+FEF5}' // LAM_ALEF_MADDA_ABOVE
stringdef la~2 '{U+FEF6}' // LAM_ALEF_MADDA_ABOVE
booleans (
is_noun
is_verb
is_defined
)
routines (
Prefix_Step1
Prefix_Step2
Prefix_Step3a_Noun
Prefix_Step3b_Noun
Prefix_Step3_Verb
Prefix_Step4_Verb
Suffix_All_alef_maqsura
Suffix_Noun_Step1a
Suffix_Noun_Step1b
Suffix_Noun_Step2a
Suffix_Noun_Step2b
Suffix_Noun_Step2c1
Suffix_Noun_Step2c2
Suffix_Noun_Step3
Suffix_Verb_Step1
Suffix_Verb_Step2a
Suffix_Verb_Step2b
Suffix_Verb_Step2c
Normalize_post
Normalize_pre
Checks1
)
externals ( stem )
groupings ( )
// Normalizations
define Normalize_pre as (
do repeat (
(
[substring] among (
'{aan}' '{uun}' '{iin}' '{aa}' '{uu}' '{ii}' '{oo}' '{~}'( delete ) // strip vocalization
'{_}' ( delete ) // strip kasheeda
// Hindu–Arabic numerals
'{0}' ( <- '0')
'{1}' ( <- '1')
'{2}' ( <- '2')
'{3}' ( <- '3')
'{4}' ( <- '4')
'{5}' ( <- '5')
'{6}' ( <- '6')
'{7}' ( <- '7')
'{8}' ( <- '8')
'{9}' ( <- '9')
// Shaped forms
'{o1}' ( <- '{o}' ) // HAMZA
'{ao1}' '{ao2}' ( <- '{ao}' ) // ALEF_HAMZA_ABOVE
'{ao_1}' '{ao_2}' ( <- '{ao_}' ) // ALEF_HAMZA_BELOW
'{yo1}' '{yo2}' '{yo3}' '{yo4}' ( <- '{yo}' ) // YEH_HAMZA
'{a~1}' '{a~2}'( <- '{a~}' ) // ALEF_MADDA
'{wo1}' '{wo2}'( <- '{wo}' ) // WAW_HAMZA
'{a1}' '{a2}' ( <- '{a}' ) // ALEF
'{b1}' '{b2}' '{b3}' '{b4}' ( <- '{b}' ) // BEH
'{t_1}' '{t_2}' ( <- '{t_}' ) // TEH_MARBUTA
'{t1}' '{t2}' '{t3}' '{t4}' ( <- '{t}' ) // TEH
'{th1}' '{th2}' '{th3}' '{th4}' ( <- '{th}' ) // THEH
'{j1}' '{j2}' '{j3}' '{j4}'( <- '{j}' ) // JEEM
'{h1}' '{h2}' '{h3}' '{h4}' ( <- '{h}' ) // HAH
'{x1}' '{x2}' '{x3}' '{x4}'( <- '{x}' ) // KHAH
'{d1}' '{d2}' ( <- '{d}' ) // DAL
'{dz1}''{dz2}' ( <- '{dz}' ) // THAL
'{r1}' '{r2}'( <- '{r}' ) // REH
'{z1}' '{z2}' ( <- '{z}' ) // ZAIN
'{s1}' '{s2}' '{s3}' '{s4}'( <- '{s}' ) // SEEN
'{sh1}' '{sh2}' '{sh3}' '{sh4}' ( <- '{sh}' ) // SHEEN
'{c1}' '{c2}' '{c3}' '{c4}'( <- '{c}' ) // SAD
'{dh1}' '{dh2}' '{dh3}' '{dh4}'( <- '{dh}' ) // DAD
'{tt1}' '{tt2}' '{tt3}' '{tt4}' ( <- '{tt}' ) // TAH
'{zh1}' '{zh2}' '{zh3}' '{zh4}'( <- '{zh}' ) // ZAH
'{i1}' '{i2}' '{i3}' '{i4}'( <- '{i}' ) // AIN
'{gh1}' '{gh2}' '{gh3}' '{gh4}'( <- '{gh}' ) // GHAIN
'{f1}' '{f2}' '{f3}' '{f4}' ( <- '{f}' ) // FEH
'{q1}' '{q2}' '{q3}' '{q4}' ( <- '{q}' ) // QAF
'{k1}' '{k2}' '{k3}' '{k4}'( <- '{k}' ) // KAF
'{l1}' '{l2}' '{l3}' '{l4}'( <- '{l}' ) // LAM
'{m1}' '{m2}' '{m3}' '{m4}' ( <- '{m}' ) // MEEM
'{n1}' '{n2}' '{n3}' '{n4}'( <- '{n}' ) // NOON
'{e1}' '{e2}' '{e3}' '{e4}' ( <- '{e}' ) // HEH
'{w1}' '{w2}' ( <- '{w}' ) // WAW
'{a_1}' '{a_2}' ( <- '{a_}' ) // ALEF_MAKSURA
'{y1}' '{y2}' '{y3}' '{y4}' ( <- '{y}' ) // YEH
// Ligatures Lam-Alef
'{la}' '{la2}' (<- '{l}{a}')
'{lao}' '{lao2}' (<- '{l}{ao}')
'{lao_}' '{lao_2}' (<- '{l}{ao_}')
'{la~}' '{la~2}' (<- '{l}{a~}')
)
)
or
next
)
)
define Normalize_post as (
do (
// normalize last hamza
backwards (
[substring] among (
'{ao}''{ao_}' '{a~}' ( <- '{o}')
'{wo}' ( <- '{o}')
'{yo}' ( <- '{o}')
)
)
)
do repeat (
(
// normalize other hamza's
[substring] among (
'{ao}''{ao_}' '{a~}' ( <- '{a}')
'{wo}' ( <- '{w}')
'{yo}' ( <- '{y}')
)
)
or
next
)
)
// Checks
define Checks1 as (
[substring] among (
'{b}{a}{l}' '{k}{a}{l}' ($(len > 4) set is_noun unset is_verb set is_defined)
'{l}{l}' '{a}{l}' ($(len > 3) set is_noun unset is_verb set is_defined)
)
)
//prefixes
define Prefix_Step1 as (
[substring] among (
'{ao}{ao}' ($(len > 3) <- '{ao}' )
'{ao}{a~}' ($(len > 3) <- '{a~}' )
'{ao}{wo}' ($(len > 3) <- '{ao}' )
'{ao}{a}' ($(len > 3) <- '{a}' )
'{ao}{ao_}' ($(len > 3) <- '{ao_}' )
// '{ao}' ($(len > 3) delete) //rare case
)
)
define Prefix_Step2 as (
not '{f}{a}'
not '{w}{a}'
[substring] among (
'{f}' ($(len > 3) delete)
'{w}' ($(len > 3) delete)
)
)
define Prefix_Step3a_Noun as ( // it is noun and defined
[substring] among (
'{b}{a}{l}' '{k}{a}{l}' ($(len > 5) delete)
'{l}{l}' '{a}{l}' ($(len > 4) delete)
)
)
define Prefix_Step3b_Noun as ( // probably noun and defined
not '{b}{a}' // exception
[substring] among (
'{b}' ($(len > 3) delete)
// '{k}' '{l}' ($(len > 3) delete) // BUG: cause confusion
'{b}{b}' ($(len > 3) <- '{b}' )
'{k}{k}' ($(len > 3) <- '{k}' )
)
)
define Prefix_Step3_Verb as (
[substring] among (
//'{s}' ($(len > 4) delete)// BUG: cause confusion
'{s}{y}' ($(len > 4) <- '{y}' )
'{s}{t}' ($(len > 4) <- '{t}')
'{s}{n}' ($(len > 4) <- '{n}')
'{s}{ao}' ($(len > 4) <- '{ao}')
)
)
define Prefix_Step4_Verb as (
[substring] among (
'{y}{s}{t}' '{n}{s}{t}' '{t}{s}{t}' ($(len > 4) set is_verb unset is_noun <- '{a}{s}{t}' )
)
)
// suffixes
backwardmode (
define Suffix_Noun_Step1a as (
[substring] among (
'{y}' '{k}' '{e}' ($(len >= 4) delete)
'{n}{a}' '{k}{m}' '{e}{a}' '{e}{n}' '{e}{m}' ($(len >= 5) delete)
'{k}{m}{a}' '{e}{m}{a}' ($(len >= 6) delete)
)
)
define Suffix_Noun_Step1b as (
[substring] among (
'{n}' ($(len > 5) delete)
)
)
define Suffix_Noun_Step2a as (
[substring] among (
'{a}' '{y}' '{w}' ($(len > 4) delete)
)
)
define Suffix_Noun_Step2b as (
[substring] among (
'{a}{t}' ($(len >= 5) delete)
)
)
define Suffix_Noun_Step2c1 as (
[substring] among (
'{t}' ($(len >= 4) delete)
)
)
define Suffix_Noun_Step2c2 as ( // feminine t_
[substring] among (
'{t_}' ($(len >= 4) delete)
)
)
define Suffix_Noun_Step3 as ( // ya' nisbiya
[substring] among (
'{y}' ($(len >= 3) delete)
)
)
define Suffix_Verb_Step1 as (
[substring] among (
'{e}' '{k}' ($(len >= 4) delete)
'{n}{y}' '{n}{a}' '{e}{a}' '{e}{m}' '{e}{n}' '{k}{m}' '{k}{n}' ($(len >= 5) delete)
'{e}{m}{a}' '{k}{m}{a}' '{k}{m}{w}'($(len >= 6) delete)
)
)
define Suffix_Verb_Step2a as (
[substring] among (
'{t}' ($(len >= 4) delete)
'{a}' '{n}' '{y}' ($(len >= 4) delete)
'{n}{a}' '{t}{a}' '{t}{n}' ($(len >= 5) delete)// past
'{a}{n}' '{w}{n}' '{y}{n}' ($(len > 5) delete) // present
'{t}{m}{a}' ($(len >= 6) delete)
)
)
define Suffix_Verb_Step2b as (
[substring] among (
'{w}{a}' '{t}{m}' ($(len >= 5) delete)
)
)
define Suffix_Verb_Step2c as (
[substring] among (
'{w}' ($(len >= 4) delete)
'{t}{m}{w}' ($(len >= 6) delete)
)
)
define Suffix_All_alef_maqsura as (
[substring] among (
'{a_}' ( <- '{y}' ) // spell error
// '{a_}' ( delete ) // if noun > 3
// '{a_}' ( <- '{a}') // if verb
)
)
)
define stem as (
// set initial values
set is_noun
set is_verb
unset is_defined
// guess type and properties
do Checks1
// normalization pre-stemming
do Normalize_pre
backwards (
do (
//Suffixes for verbs
(
is_verb
(
(
(atleast 1 Suffix_Verb_Step1)
( Suffix_Verb_Step2a or Suffix_Verb_Step2c or next)
)
or Suffix_Verb_Step2b
or Suffix_Verb_Step2a
)
)
//Suffixes for nouns
or (
is_noun
(
try (
Suffix_Noun_Step2c2
or (not is_defined Suffix_Noun_Step1a (
Suffix_Noun_Step2a
or Suffix_Noun_Step2b
or Suffix_Noun_Step2c1
or next))
or (Suffix_Noun_Step1b (
Suffix_Noun_Step2a
or Suffix_Noun_Step2b
or Suffix_Noun_Step2c1))
or (not is_defined Suffix_Noun_Step2a)
or (Suffix_Noun_Step2b)
)
Suffix_Noun_Step3
)
)
// Suffixes for alef maqsura
or Suffix_All_alef_maqsura
)
)
//Prefixes
do (
try Prefix_Step1
try Prefix_Step2
( Prefix_Step3a_Noun
or (is_noun Prefix_Step3b_Noun)
or (is_verb try Prefix_Step3_Verb Prefix_Step4_Verb)
)
)
// normalization post-stemming
do Normalize_post
)
|