File: ArrayIndirectPriorityQueue.drv

package info (click to toggle)
libfastutil-java 8.5.15%2Bdfsg-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 4,076 kB
  • sloc: java: 19,670; sh: 1,188; makefile: 473; xml: 354
file content (665 lines) | stat: -rw-r--r-- 24,270 bytes parent folder | download
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
/*
 * Copyright (C) 2003-2024 Paolo Boldi and Sebastiano Vigna
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */


package PACKAGE;

#if KEY_CLASS_Object
import java.util.Comparator;
import it.unimi.dsi.fastutil.IndirectPriorityQueue;
#endif

#if ! KEY_CLASS_Integer
import it.unimi.dsi.fastutil.ints.IntArrays;
#endif

import java.util.NoSuchElementException;

/** A type-specific array-based semi-indirect priority queue.
 *
 * <p>Instances of this class use as reference list a <em>reference array</em>,
 * which must be provided to each constructor, and represent a priority queue
 * using a backing array of integer indices&mdash;all operations are performed
 * directly on the array. The array is enlarged as needed, but it is never
 * shrunk. Use the {@link #trim()} method to reduce its size, if necessary.
 *
 * @implSpec This implementation is extremely inefficient, but it is difficult to beat
 * when the size of the queue is very small. Moreover, it allows to enqueue several
 * time the same index, without limitations.
 */

public class ARRAY_INDIRECT_PRIORITY_QUEUE KEY_GENERIC implements INDIRECT_PRIORITY_QUEUE KEY_GENERIC {

	/** The reference array. */
	protected KEY_GENERIC_TYPE refArray[];

	/** The backing array. */
	protected int array[] = IntArrays.EMPTY_ARRAY;

	/** The number of elements in this queue. */
	protected int size;

	/** The type-specific comparator used in this queue. */
	protected KEY_COMPARATOR KEY_SUPER_GENERIC c;

	/** The first index, cached, if {@link #firstIndexValid} is true. */
	protected int firstIndex;

	/** Whether {@link #firstIndex} contains a valid value. */
	protected boolean firstIndexValid;


	/** Creates a new empty queue without elements with a given capacity and comparator.
	 *
	 * @param refArray the reference array.
	 * @param capacity the initial capacity of this queue.
	 * @param c the comparator used in this queue, or {@code null} for the natural order.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(KEY_GENERIC_TYPE[] refArray, int capacity, KEY_COMPARATOR KEY_SUPER_GENERIC c) {
		if (capacity > 0) this.array = new int[capacity];
		this.refArray = refArray;
		this.c = c;
	}

	/** Creates a new empty queue with given capacity and using the natural order.
	 *
	 * @param refArray the reference array.
	 * @param capacity the initial capacity of this queue.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(KEY_GENERIC_TYPE[] refArray, int capacity) {
		this(refArray, capacity, null);
	}

	/** Creates a new empty queue with capacity equal to the length of the reference array and a given comparator.
	 *
	 * @param refArray the reference array.
	 * @param c the comparator used in this queue, or {@code null} for the natural order.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(KEY_GENERIC_TYPE[] refArray, KEY_COMPARATOR KEY_SUPER_GENERIC c) {
		this(refArray, refArray.length, c);
	}

	/** Creates a new empty queue with capacity equal to the length of the reference array and using the natural order.
	 * @param refArray the reference array.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(KEY_GENERIC_TYPE[] refArray) {
		this(refArray, refArray.length, null);
	}


	/** Wraps a given array in a queue using a given comparator.
	 *
	 * <p>The queue returned by this method will be backed by the given array.
	 *
	 * @param refArray the reference array.
	 * @param a an array of indices into {@code refArray}.
	 * @param size the number of elements to be included in the queue.
	 * @param c the comparator used in this queue, or {@code null} for the natural order.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(final KEY_GENERIC_TYPE[] refArray, final int[] a, int size, final KEY_COMPARATOR KEY_SUPER_GENERIC c) {
		this(refArray, 0, c);
		this.array = a;
		this.size = size;
	}


	/** Wraps a given array in a queue using a given comparator.
	 *
	 * <p>The queue returned by this method will be backed by the given array.
	 *
	 * @param refArray the reference array.
	 * @param a an array of indices into {@code refArray}.
	 * @param c the comparator used in this queue, or {@code null} for the natural order.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(final KEY_GENERIC_TYPE[] refArray, final int[] a, final KEY_COMPARATOR KEY_SUPER_GENERIC c) {
		this(refArray, a, a.length, c);
	}

	/** Wraps a given array in a queue using the natural order.
	 *
	 * <p>The queue returned by this method will be backed by the given array.
	 *
	 * @param refArray the reference array.
	 * @param a an array of indices into {@code refArray}.
	 * @param size the number of elements to be included in the queue.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(final KEY_GENERIC_TYPE[] refArray, final int[] a, int size) {
		this(refArray, a, size, null);
	}


	/** Wraps a given array in a queue using the natural order.
	 *
	 * <p>The queue returned by this method will be backed by the given array.
	 *
	 * @param refArray the reference array.
	 * @param a an array of indices into {@code refArray}.
	 */
	public ARRAY_INDIRECT_PRIORITY_QUEUE(final KEY_GENERIC_TYPE[] refArray, final int[] a) {
		this(refArray, a, a.length);
	}


	/** Returns the index (in {@link #array}) of the smallest element. */

	SUPPRESS_WARNINGS_KEY_UNCHECKED
	private int findFirst() {
		if (firstIndexValid) return this.firstIndex;
		firstIndexValid = true;
		int i = size;
		int firstIndex = --i;
		KEY_GENERIC_TYPE first = refArray[array[firstIndex]];

		if (c == null) while(i-- != 0) { if (KEY_LESS(refArray[array[i]], first)) first = refArray[array[firstIndex = i]]; }
		else while(i-- != 0) { if (c.compare(refArray[array[i]], first) < 0) first = refArray[array[firstIndex = i]]; }

		return this.firstIndex = firstIndex;
	}

	/** Returns the index (in {@link #array}) of the largest element. */

	SUPPRESS_WARNINGS_KEY_UNCHECKED
	private int findLast() {
		int i = size;
		int lastIndex = --i;
		KEY_GENERIC_TYPE last = refArray[array[lastIndex]];

		if (c == null) { while(i-- != 0) if (KEY_LESS(last, refArray[array[i]])) last = refArray[array[lastIndex = i]]; }
		else { while(i-- != 0) if (c.compare(last, refArray[array[i]]) < 0) last = refArray[array[lastIndex = i]]; }

		return lastIndex;
	}

	protected final void ensureNonEmpty() {
		if (size == 0) throw new NoSuchElementException();
	}

	/** Ensures that the given index is a firstIndexValid reference.
	 *
	 * @param index an index in the reference array.
	 * @throws IndexOutOfBoundsException if the given index is negative or larger than the reference array length.
	 */
	protected void ensureElement(final int index) {
		if (index < 0)  throw new IndexOutOfBoundsException("Index (" + index + ") is negative");
		if (index >= refArray.length) throw new IndexOutOfBoundsException("Index (" + index + ") is larger than or equal to reference array size (" + refArray.length + ")");
	}

	/** {@inheritDoc}
	 *
	 * <p>Note that for efficiency reasons this method will <em>not</em> throw an exception
	 * when {@code x} is already in the queue. However, the queue state will become
	 * inconsistent and the following behaviour will not be predictable.
	 */
	@Override
	SUPPRESS_WARNINGS_KEY_UNCHECKED
	public void enqueue(int x) {
		ensureElement(x);

		if (size == array.length) array = IntArrays.grow(array, size + 1);
		if (firstIndexValid) {
			if (c == null) { if (KEY_LESS(refArray[x], refArray[array[firstIndex]])) firstIndex = size; }
			else if (c.compare(refArray[x], refArray[array[firstIndex]]) < 0) firstIndex = size;
		}
		else firstIndexValid = false;
		array[size++] = x;
	}

	@Override
	public int dequeue() {
		ensureNonEmpty();
		final int firstIndex = findFirst();
		final int result = array[firstIndex];
		if (--size != 0) System.arraycopy(array, firstIndex + 1, array, firstIndex, size - firstIndex);
		firstIndexValid = false;
		return result;
	}

	@Override
	public int first() {
		ensureNonEmpty();
		return array[findFirst()];
	}

	@Override
	public int last() {
		ensureNonEmpty();
		return array[findLast()];
	}

	@Override
	public void changed() {
		ensureNonEmpty();
		firstIndexValid = false;
	}

	/** {@inheritDoc}
	 *
	 * <p>Note that for efficiency reasons this method will <em>not</em> throw an exception
	 * when {@code index} is not in the queue.
	 */
	@Override
	public void changed(int index) {
		ensureElement(index);
		if (index == firstIndex) firstIndexValid = false;
	}

	/** Signals the queue that all elements have changed. */
	@Override
	public void allChanged() { firstIndexValid = false; }

	@Override
	public boolean remove(int index) {
		ensureElement(index);
		final int[] a = array;
		int i = size;
		while(i-- != 0) if (a[i] == index) break;
		if (i < 0) return false;
		firstIndexValid = false;
		if (--size != 0) System.arraycopy(a, i + 1, a, i, size - i);
		return true;
	}

	/** Writes in the provided array the <em>front</em> of the queue, that is, the set of indices
	 * whose elements have the same priority as the top.
	 * @param a an array whose initial part will be filled with the frnot (must be sized as least as the heap size).
	 * @return the number of elements of the front.
	 */
	@Override
	public int front(int[] a) {
		final KEY_GENERIC_TYPE top = refArray[array[findFirst()]];
		int i = size, c = 0;
		while(i-- != 0) if (KEY_EQUALS_NOT_NULL(top, refArray[array[i]])) a[c++] = array[i];
		return c;
	}

	@Override
	public int size() { return size; }

	@Override
	public void clear() { size = 0; firstIndexValid = false; }

	/** Trims the backing array so that it has exactly {@link #size()} elements. */
	public void trim() {
		array = IntArrays.trim(array, size);
	}

	@Override
	public KEY_COMPARATOR KEY_SUPER_GENERIC comparator() { return c; }

	@Override
	public String toString() {
		StringBuffer s = new StringBuffer();
		s.append("[");
		for (int i = 0; i < size; i++) {
			if (i != 0) s.append(", ");
			s.append(refArray[array [i]]);
		}
		s.append("]");
		return s.toString();
	}


#ifdef TEST
	private static long seed = System.currentTimeMillis();
	private static java.util.Random r = new java.util.Random(seed);

	private static KEY_TYPE genKey() {
#if KEY_CLASS_Byte || KEY_CLASS_Short || KEY_CLASS_Character
		return (KEY_TYPE)(r.nextInt());
#elif KEYS_PRIMITIVE
		return r.NEXT_KEY();
#elif KEY_CLASS_Object
		return Integer.toBinaryString(r.nextInt());
#else
		return new java.io.Serializable() {};
#endif
	}

	private static java.text.NumberFormat format = new java.text.DecimalFormat("#,###.00");
	private static java.text.FieldPosition p = new java.text.FieldPosition(0);

	private static String format(double d) {
		StringBuffer s = new StringBuffer();
		return format.format(d, s, p).toString();
	}

	private static void speedTest(int n, boolean comp) {
		int i, j, s;
		ARRAY_INDIRECT_PRIORITY_QUEUE[] m = new ARRAY_INDIRECT_PRIORITY_QUEUE[100000];
		HEAP_INDIRECT_PRIORITY_QUEUE[] t = new HEAP_INDIRECT_PRIORITY_QUEUE[m.length];
		KEY_TYPE k[] = new KEY_TYPE[n];
		KEY_TYPE nk[] = new KEY_TYPE[m.length];
		long ms;

		for(i = 0; i < n; i++) k[i] = genKey();
		for(i = 0; i < m.length; i++) nk[i] = genKey();

		double totEnq = 0, totDeq = 0, totChange = 0, d;

		for(i = 0; i < m.length; i++) {
			t[i] = new HEAP_INDIRECT_PRIORITY_QUEUE(k);
			m[i] = new ARRAY_INDIRECT_PRIORITY_QUEUE(k);
		}

		if (comp) {
			for(j = 0; j < 20; j++) {

				for(i = 0; i < m.length; i++) t[i].clear();

				ms = System.currentTimeMillis();
				s = m.length;
				while(s-- != 0) { i = n; while(i-- != 0) t[s].enqueue(i); }
				d = System.currentTimeMillis() - ms;
				if (j > 2) totEnq += d;
				System.out.print("Enqueue: " + format(m.length * n/d) +" K/s ");

				ms = System.currentTimeMillis();
				s = m.length;
				while(s-- != 0) { i = n; while(i-- != 0) { k[t[s].first()] = nk[i]; t[s].changed(); } }
				d = System.currentTimeMillis() - ms;
				if (j > 2) totChange += d;
				System.out.print("Change: " + format(m.length * n/d) +" K/s ");

				ms = System.currentTimeMillis();
				s = m.length;
				while(s-- != 0) { i = n; while(i-- != 0) t[s].dequeue(); }
				d = System.currentTimeMillis() - ms;
				if (j > 2) totDeq += d;
				System.out.print("Dequeue: " + format(m.length * n/d) +" K/s ");

				System.out.println();
			}

			System.out.println();
			System.out.println("Heap:  Enqueue: " + format(m.length * (j-3)*n/totEnq) + " K/s Dequeue: " + format(m.length * (j-3)*n/totDeq)  + " K/s Change: " + format(m.length * (j-3)*n/totChange) + " K/s");

			System.out.println();

			totEnq = totChange = totDeq = 0;

		}

		for(j = 0; j < 20; j++) {

			for(i = 0; i < m.length; i++) m[i].clear();

			ms = System.currentTimeMillis();
			s = m.length;
			while(s-- != 0) { i = n; while(i-- != 0) m[s].enqueue(i); }
			d = System.currentTimeMillis() - ms;
			if (j > 2) totEnq += d;
			System.out.print("Enqueue: " + format(m.length * n/d) +" K/s ");

			ms = System.currentTimeMillis();
			s = m.length;
			while(s-- != 0) { i = n; while(i-- != 0) { k[m[s].first()] = nk[i]; m[s].changed(); } }
			d = System.currentTimeMillis() - ms;
			if (j > 2) totChange += d;
			System.out.print("Change: " + format(m.length * n/d) +" K/s ");

			ms = System.currentTimeMillis();
			s = m.length;
			while(s-- != 0) { i = n; while(i-- != 0) m[s].dequeue(); }
			d = System.currentTimeMillis() - ms;
			if (j > 2) totDeq += d;
			System.out.print("Dequeue: " + format(m.length * n/d) +" K/s ");

			System.out.println();
		}


		System.out.println();
		System.out.println("Array:  Enqueue: " + format(m.length * (j-3)*n/totEnq) + " K/s Dequeue: " + format(m.length * (j-3)*n/totDeq)  + " K/s Change: " + format(m.length * (j-3)*n/totChange) + " K/s");

		System.out.println();
	}


	private static void fatal(String msg) {
		throw new AssertionError(msg);
	}

	private static void ensure(boolean cond, String msg) {
		if (cond) return;
		fatal(msg);
	}

	private static boolean heapEqual(int[] a, int[] b, int sizea, int sizeb) {
		if (sizea != sizeb) return false;
		KEY_TYPE[] aa = new KEY_TYPE[sizea];
		KEY_TYPE[] bb = new KEY_TYPE[sizea];
		for(int i = 0; i < sizea; i++) {
			aa[i] = ref[a[i]];
			bb[i] = ref[b[i]];
		}
		java.util.Arrays.sort(aa);
		java.util.Arrays.sort(bb);
		while(sizea-- != 0) if (!KEY_EQUALS(aa[sizea], bb[sizea])) return false;
		return true;
	}

	private static KEY_TYPE[] ref;

	protected static void runTest(int n) {
		long ms;
		Exception mThrowsIllegal, tThrowsIllegal, mThrowsOutOfBounds, tThrowsOutOfBounds, mThrowsNoElement, tThrowsNoElement;
		int rm = 0, rt = 0;

		ref = new KEY_TYPE[n];

		for(int i = 0; i < n; i++) ref[i] = genKey();

		ARRAY_INDIRECT_PRIORITY_QUEUE m = new ARRAY_INDIRECT_PRIORITY_QUEUE(ref);
		HEAP_INDIRECT_PRIORITY_QUEUE t = new HEAP_INDIRECT_PRIORITY_QUEUE(ref);

		/* We add pairs to t. */
		for(int i = 0; i < n / 2;  i++) {
			t.enqueue(i);
			m.enqueue(i);
		}

		ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after creation (" + m + ", " + t + ")");

		/* Now we add and remove random data in m and t, checking that the result is the same. */

		for(int i=0; i<2*n;  i++) {
			if (r.nextDouble() < 0.01) {
				t.clear();
				m.clear();
				for(int j = 0; j < n / 2;  j++) {
					t.enqueue(j);
					m.enqueue(j);
				}
			}

			int T = r.nextInt(2 * n);

			mThrowsNoElement = tThrowsNoElement = mThrowsOutOfBounds = tThrowsOutOfBounds = mThrowsIllegal = tThrowsIllegal = null;

			try {
				t.enqueue(T);
			}
			catch (IndexOutOfBoundsException e) { tThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { tThrowsIllegal = e; }

			if (tThrowsIllegal == null) { // To skip duplicates
				try {
					m.enqueue(T);
				}
				catch (IndexOutOfBoundsException e) { mThrowsOutOfBounds = e; }
				catch (IllegalArgumentException e) { mThrowsIllegal = e; }
			}

			mThrowsIllegal = tThrowsIllegal = null; // To skip duplicates

			ensure((mThrowsOutOfBounds == null) == (tThrowsOutOfBounds == null), "Error (" + seed + "): enqueue() divergence in IndexOutOfBoundsException for " + T + " (" + mThrowsOutOfBounds + ", " + tThrowsOutOfBounds + ")");
			ensure((mThrowsIllegal == null) == (tThrowsIllegal == null), "Error (" + seed + "): enqueue() divergence in IllegalArgumentException for " + T + " (" + mThrowsIllegal + ", " + tThrowsIllegal + ")");

			ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after enqueue (" + m + ", " + t + ")");

			if (m.size() != 0) {
				ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after enqueue (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
			}

			mThrowsNoElement = tThrowsNoElement = mThrowsOutOfBounds = tThrowsOutOfBounds = mThrowsIllegal = tThrowsIllegal = null;

			try {
				rm = m.dequeue();
				while(! m.isEmpty() && KEY_EQUALS(ref[m.first()], ref[rm])) m.dequeue();
			}
			catch (IndexOutOfBoundsException e) { mThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { mThrowsIllegal = e; }
			catch (java.util.NoSuchElementException e) { mThrowsNoElement = e; }

			try {
				rt = t.dequeue();
				while(! t.isEmpty() && KEY_EQUALS(ref[t.first()], ref[rt])) t.dequeue();
			}
			catch (IndexOutOfBoundsException e) { tThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { tThrowsIllegal = e; }
			catch (java.util.NoSuchElementException e) { tThrowsNoElement = e; }

			ensure((mThrowsOutOfBounds == null) == (tThrowsOutOfBounds == null), "Error (" + seed + "): dequeue() divergence in IndexOutOfBoundsException (" + mThrowsOutOfBounds + ", " + tThrowsOutOfBounds + ")");
			ensure((mThrowsIllegal == null) == (tThrowsIllegal == null), "Error (" + seed + "): dequeue() divergence in IllegalArgumentException  (" + mThrowsIllegal + ", " + tThrowsIllegal + ")");
			ensure((mThrowsNoElement == null) == (tThrowsNoElement == null), "Error (" + seed + "): dequeue() divergence in java.util.NoSuchElementException  (" + mThrowsNoElement + ", " + tThrowsNoElement + ")");
			if (mThrowsOutOfBounds == null) ensure(KEY_EQUALS(ref[rt], ref[rm]), "Error (" + seed + "): divergence in dequeue() between m and t (" + rm + "->" + ref[rm] + ", " + rt + "->" + ref[rt] + ")");


			ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after dequeue (" + m + ", " + t + ")");

			if (m.size() != 0) {
				ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after dequeue (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
			}

			mThrowsNoElement = tThrowsNoElement = mThrowsOutOfBounds = tThrowsOutOfBounds = mThrowsIllegal = tThrowsIllegal = null;


			int pos = r.nextInt(n * 2);

			try {
				m.remove(pos);
			}
			catch (IndexOutOfBoundsException e) { mThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { mThrowsIllegal = e; }
			catch (java.util.NoSuchElementException e) { mThrowsNoElement = e; }

			try {
				t.remove(pos);
			}
			catch (IndexOutOfBoundsException e) { tThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { tThrowsIllegal = e; }
			catch (java.util.NoSuchElementException e) { tThrowsNoElement = e; }

			ensure((mThrowsOutOfBounds == null) == (tThrowsOutOfBounds == null), "Error (" + seed + "): remove(int) divergence in IndexOutOfBoundsException (" + mThrowsOutOfBounds + ", " + tThrowsOutOfBounds + ")");
			ensure((mThrowsIllegal == null) == (tThrowsIllegal == null), "Error (" + seed + "): remove(int) divergence in IllegalArgumentException  (" + mThrowsIllegal + ", " + tThrowsIllegal + ")");
			ensure((mThrowsNoElement == null) == (tThrowsNoElement == null), "Error (" + seed + "): remove(int) divergence in java.util.NoSuchElementException  (" + mThrowsNoElement + ", " + tThrowsNoElement + ")");

			ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after remove(int) (" + m + ", " + t + ")");

			if (m.size() != 0) {
				ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after remove(int) (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
			}


			mThrowsNoElement = tThrowsNoElement = mThrowsOutOfBounds = tThrowsOutOfBounds = mThrowsIllegal = tThrowsIllegal = null;

			pos = r.nextInt(n);

			try {
				t.changed(pos);
			}
			catch (IndexOutOfBoundsException e) { tThrowsOutOfBounds = e; }
			catch (IllegalArgumentException e) { tThrowsIllegal = e; }
			catch (java.util.NoSuchElementException e) { tThrowsNoElement = e; }

			if (tThrowsIllegal == null) {
				try {
					m.changed(pos);
				}
				catch (IndexOutOfBoundsException e) { mThrowsOutOfBounds = e; }
				catch (IllegalArgumentException e) { mThrowsIllegal = e; }
				catch (java.util.NoSuchElementException e) { mThrowsNoElement = e; }
			}

			ensure((mThrowsOutOfBounds == null) == (tThrowsOutOfBounds == null), "Error (" + seed + "): change(int) divergence in IndexOutOfBoundsException (" + mThrowsOutOfBounds + ", " + tThrowsOutOfBounds + ")");
			//ensure((mThrowsIllegal == null) == (tThrowsIllegal == null), "Error (" + seed + "): change(int) divergence in IllegalArgumentException  (" + mThrowsIllegal + ", " + tThrowsIllegal + ")");
			ensure((mThrowsNoElement == null) == (tThrowsNoElement == null), "Error (" + seed + "): change(int) divergence in java.util.NoSuchElementException  (" + mThrowsNoElement + ", " + tThrowsNoElement + ")");

			ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after change(int) (" + m + ", " + t + ")");

			if (m.size() != 0) {
				ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after change(int) (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
			}

			int[] temp = (int[])t.heap.clone();
			java.util.Arrays.sort(temp, 0, t.size()); // To scramble a bit
			m = new ARRAY_INDIRECT_PRIORITY_QUEUE(m.refArray, temp, t.size());

			ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after wrap (" + m + ", " + t + ")");

			if (m.size() != 0) {
				ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after wrap (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
			}

			if (m.size() != 0 && ((new it.unimi.dsi.fastutil.ints.IntOpenHashSet(m.array, 0, m.size)).size() == m.size())) {

				int first = m.first();
				ref[first] = genKey();

				//System.err.println("Pre-change m: " +m);
				//System.err.println("Pre-change t: " +t);
				m.changed();
				t.changed(first);

				//System.err.println("Post-change m: " +m);
				//System.err.println("Post-change t: " +t);

				ensure(heapEqual(m.array, t.heap, m.size(), t.size()), "Error (" + seed + "): m and t differ after change (" + m + ", " + t + ")");

				if (m.size() != 0) {
					ensure(KEY_EQUALS(ref[m.first()], ref[t.first()]), "Error (" + seed + "): m and t differ in first element after change (" + m.first() + "->" + ref[m.first()] + ", " + t.first() + "->" + ref[t.first()] + ")");
				}
			}
		}


		/* Now we check that m actually holds the same data. */

		m.clear();
		ensure(m.isEmpty(), "Error (" + seed + "): m is not empty after clear()");

		System.out.println("Test OK");
	}



	public static void main(String args[]) throws Exception {
		int n  = Integer.parseInt(args[1]);
		if (args.length > 2) r = new java.util.Random(seed = Long.parseLong(args[2]));


		try {
			if ("speedTest".equals(args[0]) || "speedComp".equals(args[0])) speedTest(n, "speedComp".equals(args[0]));
			else if ("test".equals(args[0])) runTest(n);
		} catch(Throwable e) {
			e.printStackTrace(System.err);
			System.err.println("seed: " + seed);
			throw e;
		}
	}

#endif
}