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
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
(** {1 Array utils} *)
type 'a iter = ('a -> unit) -> unit
type 'a gen = unit -> 'a option
type 'a equal = 'a -> 'a -> bool
type 'a ord = 'a -> 'a -> int
type 'a random_gen = Random.State.t -> 'a
type 'a printer = Format.formatter -> 'a -> unit
(** {2 Arrays} *)
include CCShims_
include CCShimsArray_
let empty = [| |]
let get_safe a i =
if i>=0 && i<Array.length a
then Some (Array.unsafe_get a i)
else None
let fold = Array.fold_left
let foldi f acc a =
let rec aux acc i =
if i = Array.length a then acc else aux (f acc i a.(i)) (i+1)
in
aux acc 0
let fold_while f acc a =
let rec fold_while_i f acc i =
if i < Array.length a then
let acc, cont = f acc a.(i) in
match cont with
| `Stop -> acc
| `Continue -> fold_while_i f acc (i+1)
else acc
in fold_while_i f acc 0
let fold_map f acc a =
let n = length a in
if n = 0 then acc, [||]
else (
let acc, b0 = f acc a.(0) in
let res = Array.make n b0 in
let acc = ref acc in
for i = 1 to n-1 do
let new_acc, b = f !acc a.(i) in
acc := new_acc;
res.(i) <- b;
done;
!acc, res
)
let scan_left f acc a =
let n = length a in
let res = Array.make (n+1) acc in
Array.iteri
(fun i x ->
let new_acc = f res.(i) x in
res.(i+1) <- new_acc)
a;
res
let reverse_in_place a =
let len = Array.length a in
if len>0 then (
for k = 0 to (len-1)/2 do
let t = a.(k) in
a.(k) <- a.(len-1-k);
a.(len-1-k) <- t;
done
)
let sorted cmp a =
let b = Array.copy a in
Array.sort cmp b;
b
let sort_indices cmp a =
let len = Array.length a in
let b = Array.init len (fun k->k) in
Array.sort (fun k1 k2 -> cmp a.(k1) a.(k2)) b;
b
let sort_ranking cmp a =
sort_indices compare (sort_indices cmp a)
let rev a =
let b = Array.copy a in
reverse_in_place b;
b
exception Found
let mem ?(eq = Stdlib.(=)) elt a =
try
Array.iter (fun e -> if eq e elt then raise_notrace Found) a;
false
with Found -> true
let rec find_aux f a i =
if i >= Array.length a then None
else match f i a.(i) with
| Some _ as res -> res
| None -> find_aux f a (i+1)
let find_map f a = find_aux (fun _ -> f ) a 0
let find = find_map
let find_map_i f a = find_aux f a 0
let findi = find_map_i
let find_idx p a =
find_aux (fun i x -> if p x then Some (i,x) else None) a 0
let filter_map f a =
let rec aux acc i =
if i = Array.length a
then (
let a' = Array.of_list acc in
reverse_in_place a';
a'
) else match f a.(i) with
| None -> aux acc (i+1)
| Some x -> aux (x::acc) (i+1)
in aux [] 0
let filter p a =
filter_map (fun x -> if p x then Some x else None) a
let rec __rev_append_list a acc i =
if i = Array.length a
then acc
else
__rev_append_list a (a.(i) :: acc) (i+1)
let flat_map f a =
let rec aux acc i =
if i = Array.length a
then (
let a' = Array.of_list acc in
reverse_in_place a';
a'
)
else
let a' = f a.(i) in
aux (__rev_append_list a' acc 0) (i+1)
in aux [] 0
let monoid_product f a1 a2 =
let na1 = length a1 in
init (na1 * length a2)
(fun i_prod ->
let i = i_prod mod na1 in
let j = i_prod / na1 in
f a1.(i) a2.(j))
let rec _lookup_rec ~cmp k a i j =
if i>j then raise Not_found
else if i=j
then if cmp k a.(i) = 0
then i
else raise Not_found
else
let middle = (j+i)/2 in
match cmp k a.(middle) with
| 0 -> middle
| n when n<0 -> _lookup_rec ~cmp k a i (middle-1)
| _ -> _lookup_rec ~cmp k a (middle+1) j
let _lookup_exn ~cmp k a i j =
if i>j then raise Not_found;
match cmp k a.(i) with
| 0 -> i
| n when n<0 -> raise Not_found
| _ when i=j -> raise Not_found
| _ ->
match cmp k a.(j) with
| 0 -> j
| n when n<0 -> _lookup_rec ~cmp k a (i+1) (j-1)
| _ -> raise Not_found
let lookup_exn ~cmp k a =
_lookup_exn ~cmp k a 0 (Array.length a-1)
let lookup ~cmp k a =
try Some (_lookup_exn ~cmp k a 0 (Array.length a-1))
with Not_found -> None
let bsearch ~cmp k a =
let rec aux i j =
if i > j
then `Just_after j
else
let middle = i + (j - i) / 2 in
match cmp k a.(middle) with
| 0 -> `At middle
| n when n<0 -> aux i (middle - 1)
| _ -> aux (middle + 1) j
in
let n = Array.length a in
if n=0 then `Empty
else match cmp a.(0) k, cmp a.(n-1) k with
| c, _ when c>0 -> `All_bigger
| _, c when c<0 -> `All_lower
| _ -> aux 0 (n-1)
let rec _for_all2 p a1 a2 i1 i2 ~len =
len=0 || (p a1.(i1) a2.(i2) && _for_all2 p a1 a2 (i1+1) (i2+1) ~len:(len-1))
let for_all2 p a b =
Array.length a = Array.length b
&&
_for_all2 p a b 0 0 ~len:(Array.length a)
let rec _exists2 p a1 a2 i1 i2 ~len =
len>0 && (p a1.(i1) a2.(i2) || _exists2 p a1 a2 (i1+1) (i2+1) ~len:(len-1))
let exists2 p a b =
_exists2 p a b 0 0 ~len:(min (Array.length a) (Array.length b))
let _fold2 f acc a b i j ~len =
let rec aux acc o =
if o=len then acc
else
let acc = f acc (Array.get a (i+o)) (Array.get b (j+o)) in
aux acc (o+1)
in
aux acc 0
let fold2 f acc a b =
if length a <> length b then invalid_arg "fold2";
_fold2 f acc a b 0 0 ~len:(Array.length a)
let (--) i j =
if i<=j
then
Array.init (j-i+1) (fun k -> i+k)
else
Array.init (i-j+1) (fun k -> i-k)
let (--^) i j =
if i=j then [| |]
else if i>j
then Array.init (i-j) (fun k -> i-k)
else Array.init (j-i) (fun k -> i+k)
(** all the elements of a, but the i-th, into a list *)
let except_idx a i =
foldi
(fun acc j elt -> if i = j then acc else elt::acc)
[] a
let equal eq a b =
let rec aux i =
if i = Array.length a then true
else eq a.(i) b.(i) && aux (i+1)
in
Array.length a = Array.length b
&&
aux 0
let compare cmp a b =
let rec aux i =
if i = Array.length a
then if i = Array.length b then 0 else -1
else if i = Array.length b
then 1
else
let c = cmp a.(i) b.(i) in
if c = 0 then aux (i+1) else c
in
aux 0
let swap a i j =
if i<>j then (
let tmp = a.(i) in
a.(i) <- a.(j);
a.(j) <- tmp;
)
let _shuffle _rand_int a i j =
for k = j-1 downto i+1 do
let l = _rand_int (k+1) in
let tmp = a.(l) in
a.(l) <- a.(k);
a.(k) <- tmp;
done
let shuffle a =
_shuffle Random.int a 0 (Array.length a)
let shuffle_with st a =
_shuffle (Random.State.int st) a 0 (Array.length a)
let random_choose a =
let n = Array.length a in
if n = 0 then invalid_arg "Array.random_choose";
fun st -> a.(Random.State.int st n)
let random_len n g st =
Array.init n (fun _ -> g st)
let random g st =
let n = Random.State.int st 1_000 in
random_len n g st
let random_non_empty g st =
let n = 1 + Random.State.int st 1_000 in
random_len n g st
let pp ?(pp_start=fun _ () -> ()) ?(pp_stop=fun _ () -> ())
?(pp_sep=fun out () -> Format.fprintf out ",@ ") pp_item out a =
pp_start out ();
for k = 0 to Array.length a-1 do
if k > 0 then pp_sep out ();
pp_item out a.(k)
done;
pp_stop out ()
let pp_i ?(pp_start=fun _ () -> ()) ?(pp_stop=fun _ () -> ())
?(pp_sep=fun out () -> Format.fprintf out ",@ ") pp_item out a =
pp_start out ();
for k = 0 to Array.length a - 1 do
if k > 0 then pp_sep out ();
pp_item k out a.(k)
done;
pp_stop out ()
let to_string ?(sep=", ") item_to_string a =
Array.to_list a
|> List.map item_to_string
|> String.concat sep
let to_seq a =
let rec aux i () =
if i>= length a then Seq.Nil
else Seq.Cons (a.(i), aux (i+1))
in
aux 0
let to_iter a k = iter k a
let to_gen a =
let k = ref 0 in
fun () ->
if !k < Array.length a
then (
let x = a.(!k) in
incr k;
Some x
) else None
(** {2 Generic Functions} *)
module type MONO_ARRAY = sig
type elt
type t
val length : t -> int
val get : t -> int -> elt
val set : t -> int -> elt -> unit
end
module SortGeneric(A : MONO_ARRAY) = struct
module Rand = Random.State
let seed_ = [|123456|]
type state = {
mutable l: int;
mutable g: int;
mutable k: int;
}
let rand_idx_ rand i j = i + Rand.int rand (j-i)
let swap_ a i j =
if i=j then ()
else (
let tmp = A.get a i in
A.set a i (A.get a j);
A.set a j tmp
)
let sort ~cmp a =
let rec insert_ a i k =
if k<i then ()
else if cmp (A.get a k) (A.get a (k+1)) > 0 then (
swap_ a k (k+1);
insert_ a i (k-1)
)
in
let rec sort_insertion_rec a i j k =
if k<j then (
insert_ a i (k-1);
sort_insertion_rec a i j (k+1)
)
in
let sort_insertion a i j =
if j-i > 1 then sort_insertion_rec a i j (i+1)
in
let rand = Rand.make seed_ in
let rec sort_slice_ ~st a i j =
if j-i>10 then (
st.l <- i;
st.g <- j-1;
st.k <- i;
let p = A.get a (rand_idx_ rand i j) in
let q = A.get a (rand_idx_ rand i j) in
let p, q = if cmp p q > 0 then q, p else p, q in
while st.k <= st.g do
let cur = A.get a st.k in
if cmp cur p < 0 then (
if st.k <> st.l then swap_ a st.k st.l;
st.l <- st.l + 1
) else if cmp cur q > 0 then (
while st.k < st.g && cmp (A.get a st.g) q > 0 do
st.g <- st.g - 1
done;
swap_ a st.k st.g;
st.g <- st.g - 1;
if cmp (A.get a st.k) p < 0 then (
if st.k <> st.l then swap_ a st.k st.l;
st.l <- st.l + 1
)
);
st.k <- st.k + 1
done;
let l = st.l and g = st.g and sort_middle = cmp p q < 0 in
sort_slice_ ~st a i l;
if sort_middle then sort_slice_ ~st a l (g+1);
sort_slice_ ~st a (g+1) j;
) else sort_insertion a i j
in
if A.length a > 0 then (
let st = { l=0; g=A.length a; k=0; } in
sort_slice_ ~st a 0 (A.length a)
)
end
let sort_generic (type arr)(type elt)
(module A : MONO_ARRAY with type t = arr and type elt = elt)
~cmp a
=
let module S = SortGeneric(A) in
S.sort ~cmp a
module Infix = struct
let (>>=) a f = flat_map f a
let (>>|) a f = map f a
let (>|=) a f = map f a
let (--) = (--)
let (--^) = (--^)
include CCShimsMkLet_.Make(struct
type 'a t = 'a array
let (>>=) = (>>=)
let (>|=) = (>|=)
let monoid_product a1 a2 = monoid_product (fun x y->x,y) a1 a2
end)
end
include Infix