59088
|
1 |
/*
|
|
2 |
* Copyright (c) 2013, 2019, Oracle and/or its affiliates. All rights reserved.
|
|
3 |
* DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
|
|
4 |
*
|
|
5 |
* This code is free software; you can redistribute it and/or modify it
|
|
6 |
* under the terms of the GNU General Public License version 2 only, as
|
|
7 |
* published by the Free Software Foundation. Oracle designates this
|
|
8 |
* particular file as subject to the "Classpath" exception as provided
|
|
9 |
* by Oracle in the LICENSE file that accompanied this code.
|
|
10 |
*
|
|
11 |
* This code is distributed in the hope that it will be useful, but WITHOUT
|
|
12 |
* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
|
|
13 |
* FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
|
|
14 |
* version 2 for more details (a copy is included in the LICENSE file that
|
|
15 |
* accompanied this code).
|
|
16 |
*
|
|
17 |
* You should have received a copy of the GNU General Public License version
|
|
18 |
* 2 along with this work; if not, write to the Free Software Foundation,
|
|
19 |
* Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
|
|
20 |
*
|
|
21 |
* Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
|
|
22 |
* or visit www.oracle.com if you need additional information or have any
|
|
23 |
* questions.
|
|
24 |
*/
|
|
25 |
|
|
26 |
package java.util.random;
|
|
27 |
|
|
28 |
import java.math.BigInteger;
|
|
29 |
import java.util.concurrent.atomic.AtomicLong;
|
|
30 |
import java.util.random.RandomGenerator.LeapableGenerator;
|
|
31 |
|
|
32 |
/**
|
|
33 |
* A generator of uniform pseudorandom values applicable for use in
|
|
34 |
* (among other contexts) isolated parallel computations that may
|
|
35 |
* generate subtasks. Class {@link Xoroshiro128StarStar} implements
|
|
36 |
* interfaces {@link RandomGenerator} and {@link LeapableGenerator},
|
|
37 |
* and therefore supports methods for producing pseudorandomly chosen
|
|
38 |
* numbers of type {@code int}, {@code long}, {@code float}, and {@code double}
|
|
39 |
* as well as creating new {@link Xoroshiro128StarStar} objects
|
|
40 |
* by "jumping" or "leaping".
|
|
41 |
* <p>
|
|
42 |
* Series of generated values pass the TestU01 BigCrush and PractRand test suites
|
|
43 |
* that measure independence and uniformity properties of random number generators.
|
|
44 |
* <p>
|
|
45 |
* The class {@link Xoroshiro128StarStar} uses the {@code xoroshiro128} algorithm,
|
|
46 |
* version 1.0 (parameters 24, 16, 37), with the "**" scrambler (a mixing function).
|
|
47 |
* Its state consists of two {@code long} fields {@code x0} and {@code x1},
|
|
48 |
* which can take on any values provided that they are not both zero.
|
|
49 |
* The period of this generator is 2<sup>128</sup>-1.
|
|
50 |
* <p>
|
|
51 |
* The 64-bit values produced by the {@code nextLong()} method are equidistributed.
|
|
52 |
* To be precise, over the course of the cycle of length 2<sup>128</sup>-1,
|
|
53 |
* each nonzero {@code long} value is generated 2<sup>64</sup> times,
|
|
54 |
* but the value 0 is generated only 2<sup>64</sup>-1 times.
|
|
55 |
* The values produced by the {@code nextInt()}, {@code nextFloat()}, and {@code nextDouble()}
|
|
56 |
* methods are likewise equidistributed.
|
|
57 |
* <p>
|
|
58 |
* In fact, the 64-bit values produced by the {@code nextLong()} method are 2-equidistributed.
|
|
59 |
* To be precise: consider the (overlapping) length-2 subsequences of the cycle of 64-bit
|
|
60 |
* values produced by {@code nextLong()} (assuming no other methods are called that would
|
|
61 |
* affect the state). There are 2<sup>128</sup>-1 such subsequences, and each subsequence,
|
|
62 |
* which consists of 2 64-bit values, can have one of 2<sup>128</sup> values. Of those
|
|
63 |
* 2<sup>128</sup> subsequence values, each one is generated exactly once over the course
|
|
64 |
* of the entire cycle, except that the subsequence (0, 0) never appears.
|
|
65 |
* The values produced by the {@code nextInt()}, {@code nextFloat()}, and {@code nextDouble()}
|
|
66 |
* methods are likewise 2-equidistributed, but note that that the subsequence (0, 0)
|
|
67 |
* can also appear (but occurring somewhat less frequently than all other subsequences),
|
|
68 |
* because the values produced by those methods have fewer than 64 randomly chosen bits.
|
|
69 |
* <p>
|
|
70 |
* Instances {@link Xoroshiro128StarStar} are <em>not</em> thread-safe.
|
|
71 |
* They are designed to be used so that each thread as its own instance.
|
|
72 |
* The methods {@link #jump} and {@link #leap} and {@link #jumps} and {@link #leaps}
|
|
73 |
* can be used to construct new instances of {@link Xoroshiro128StarStar} that traverse
|
|
74 |
* other parts of the state cycle.
|
|
75 |
* <p>
|
|
76 |
* Instances of {@link Xoroshiro128StarStar} are not cryptographically
|
|
77 |
* secure. Consider instead using {@link java.security.SecureRandom}
|
|
78 |
* in security-sensitive applications. Additionally,
|
|
79 |
* default-constructed instances do not use a cryptographically random
|
|
80 |
* seed unless the {@linkplain System#getProperty system property}
|
|
81 |
* {@code java.util.secureRandomSeed} is set to {@code true}.
|
|
82 |
*
|
|
83 |
* @since 14
|
|
84 |
*/
|
|
85 |
public final class Xoroshiro128StarStar implements LeapableGenerator {
|
|
86 |
|
|
87 |
/*
|
|
88 |
* Implementation Overview.
|
|
89 |
*
|
|
90 |
* This is an implementation of the xoroshiro128** algorithm written
|
|
91 |
* in 2016 by David Blackman and Sebastiano Vigna (vigna@acm.org),
|
|
92 |
* and updated with improved parameters in 2018.
|
|
93 |
* See http://xoshiro.di.unimi.it and these two papers:
|
|
94 |
*
|
|
95 |
* Sebastiano Vigna. 2016. An Experimental Exploration of Marsaglia's
|
|
96 |
* xorshift Generators, Scrambled. ACM Transactions on Mathematical
|
|
97 |
* Software 42, 4, Article 30 (June 2016), 23 pages.
|
|
98 |
* https://doi.org/10.1145/2845077
|
|
99 |
*
|
|
100 |
* David Blackman and Sebastiano Vigna. 2018. Scrambled Linear
|
|
101 |
* Pseudorandom Number Generators. Computing Research Repository (CoRR).
|
|
102 |
* http://arxiv.org/abs/1805.01407
|
|
103 |
*
|
|
104 |
* The jump operation moves the current generator forward by 2*64
|
|
105 |
* steps; this has the same effect as calling nextLong() 2**64
|
|
106 |
* times, but is much faster. Similarly, the leap operation moves
|
|
107 |
* the current generator forward by 2*96 steps; this has the same
|
|
108 |
* effect as calling nextLong() 2**96 times, but is much faster.
|
|
109 |
* The copy method may be used to make a copy of the current
|
|
110 |
* generator. Thus one may repeatedly and cumulatively copy and
|
|
111 |
* jump to produce a sequence of generators whose states are well
|
|
112 |
* spaced apart along the overall state cycle (indeed, the jumps()
|
|
113 |
* and leaps() methods each produce a stream of such generators).
|
|
114 |
* The generators can then be parceled out to other threads.
|
|
115 |
*
|
|
116 |
* File organization: First the non-public methods that constitute the
|
|
117 |
* main algorithm, then the public methods. Note that many methods are
|
|
118 |
* defined by classes {@link AbstractJumpableGenerator} and {@link AbstractGenerator}.
|
|
119 |
*/
|
|
120 |
|
|
121 |
/* ---------------- static fields ---------------- */
|
|
122 |
|
|
123 |
/**
|
|
124 |
* The seed generator for default constructors.
|
|
125 |
*/
|
|
126 |
private static final AtomicLong DEFAULT_GEN = new AtomicLong(RandomSupport.initialSeed());
|
|
127 |
|
|
128 |
/*
|
|
129 |
* The period of this generator, which is 2**128 - 1.
|
|
130 |
*/
|
|
131 |
private static final BigInteger PERIOD =
|
|
132 |
BigInteger.ONE.shiftLeft(128).subtract(BigInteger.ONE);
|
|
133 |
|
|
134 |
/* ---------------- instance fields ---------------- */
|
|
135 |
|
|
136 |
/**
|
|
137 |
* The per-instance state.
|
|
138 |
* At least one of the two fields x0 and x1 must be nonzero.
|
|
139 |
*/
|
|
140 |
private long x0, x1;
|
|
141 |
|
|
142 |
/* ---------------- constructors ---------------- */
|
|
143 |
|
|
144 |
/**
|
|
145 |
* Basic constructor that initializes all fields from parameters.
|
|
146 |
* It then adjusts the field values if necessary to ensure that
|
|
147 |
* all constraints on the values of fields are met.
|
|
148 |
*
|
|
149 |
* @param x0 first word of the initial state
|
|
150 |
* @param x1 second word of the initial state
|
|
151 |
*/
|
|
152 |
public Xoroshiro128StarStar(long x0, long x1) {
|
|
153 |
this.x0 = x0;
|
|
154 |
this.x1 = x1;
|
|
155 |
// If x0 and x1 are both zero, we must choose nonzero values.
|
|
156 |
if ((x0 | x1) == 0) {
|
|
157 |
this.x0 = RandomSupport.GOLDEN_RATIO_64;
|
|
158 |
this.x1 = RandomSupport.SILVER_RATIO_64;
|
|
159 |
}
|
|
160 |
}
|
|
161 |
|
|
162 |
/**
|
|
163 |
* Creates a new instance of {@link Xoroshiro128StarStar} using the
|
|
164 |
* specified {@code long} value as the initial seed. Instances of
|
|
165 |
* {@link Xoroshiro128StarStar} created with the same seed in the same
|
|
166 |
* program generate identical sequences of values.
|
|
167 |
*
|
|
168 |
* @param seed the initial seed
|
|
169 |
*/
|
|
170 |
public Xoroshiro128StarStar(long seed) {
|
|
171 |
// Using a value with irregularly spaced 1-bits to xor the seed
|
|
172 |
// argument tends to improve "pedestrian" seeds such as 0 or
|
|
173 |
// other small integers. We may as well use SILVER_RATIO_64.
|
|
174 |
//
|
|
175 |
// The x values are then filled in as if by a SplitMix PRNG with
|
|
176 |
// GOLDEN_RATIO_64 as the gamma value and Stafford13 as the mixer.
|
|
177 |
this(RandomSupport.mixStafford13(seed ^= RandomSupport.SILVER_RATIO_64),
|
|
178 |
RandomSupport.mixStafford13(seed + RandomSupport.GOLDEN_RATIO_64));
|
|
179 |
}
|
|
180 |
|
|
181 |
/**
|
|
182 |
* Creates a new instance of {@link Xoroshiro128StarStar} that is likely to
|
|
183 |
* generate sequences of values that are statistically independent
|
|
184 |
* of those of any other instances in the current program execution,
|
|
185 |
* but may, and typically does, vary across program invocations.
|
|
186 |
*/
|
|
187 |
public Xoroshiro128StarStar() {
|
|
188 |
// Using GOLDEN_RATIO_64 here gives us a good Weyl sequence of values.
|
|
189 |
this(DEFAULT_GEN.getAndAdd(RandomSupport.GOLDEN_RATIO_64));
|
|
190 |
}
|
|
191 |
|
|
192 |
/**
|
|
193 |
* Creates a new instance of {@link Xoroshiro128StarStar} using the specified array of
|
|
194 |
* initial seed bytes. Instances of {@link Xoroshiro128StarStar} created with the same
|
|
195 |
* seed array in the same program execution generate identical sequences of values.
|
|
196 |
*
|
|
197 |
* @param seed the initial seed
|
|
198 |
*/
|
|
199 |
public Xoroshiro128StarStar(byte[] seed) {
|
|
200 |
// Convert the seed to 2 long values, which are not both zero.
|
|
201 |
long[] data = RandomSupport.convertSeedBytesToLongs(seed, 2, 2);
|
|
202 |
long x0 = data[0], x1 = data[1];
|
|
203 |
this.x0 = x0;
|
|
204 |
this.x1 = x1;
|
|
205 |
}
|
|
206 |
|
|
207 |
/* ---------------- public methods ---------------- */
|
|
208 |
|
|
209 |
public Xoroshiro128StarStar copy() { return new Xoroshiro128StarStar(x0, x1); }
|
|
210 |
|
|
211 |
/*
|
|
212 |
* To the extent possible under law, the author has dedicated all copyright and related and
|
|
213 |
* neighboring rights to this software to the public domain worldwide. This software is
|
|
214 |
* distributed without any warranty.
|
|
215 |
* <p>
|
|
216 |
* See <http://creativecommons.org/publicdomain/zero/1.0/>.
|
|
217 |
*/
|
|
218 |
|
|
219 |
/*
|
|
220 |
* This is the successor to xorshift128+. It is the fastest full-period generator passing
|
|
221 |
* BigCrush without systematic failures, but due to the relatively short period it is acceptable
|
|
222 |
* only for applications with a mild amount of parallelism; otherwise, use a xorshift1024*
|
|
223 |
* generator.
|
|
224 |
* <p>
|
|
225 |
* Beside passing BigCrush, this generator passes the PractRand test suite up to (and included)
|
|
226 |
* 16TB, with the exception of binary rank tests, which fail due to the lowest bit being an
|
|
227 |
* LFSR; all other bits pass all tests. We suggest to use a sign test to extract a random
|
|
228 |
* Boolean value.
|
|
229 |
* <p>
|
|
230 |
* Note that the generator uses a simulated rotate operation, which most C compilers will turn
|
|
231 |
* into a single instruction. In Java, you can use Long.rotateLeft(). In languages that do not
|
|
232 |
* make low-level rotation instructions accessible xorshift128+ could be faster.
|
|
233 |
* <p>
|
|
234 |
* The state must be seeded so that it is not everywhere zero. If you have a 64-bit seed, we
|
|
235 |
* suggest to seed a splitmix64 generator and use its output to fill s.
|
|
236 |
*/
|
|
237 |
|
|
238 |
/**
|
|
239 |
* Returns a pseudorandom {@code long} value.
|
|
240 |
*
|
|
241 |
* @return a pseudorandom {@code long} value
|
|
242 |
*/
|
|
243 |
public long nextLong() {
|
|
244 |
final long s0 = x0;
|
|
245 |
long s1 = x1;
|
|
246 |
// Compute the result based on current state information
|
|
247 |
// (this allows the computation to be overlapped with state update).
|
|
248 |
final long result = Long.rotateLeft(s0 * 5, 7) * 9; // "starstar" mixing function
|
|
249 |
|
|
250 |
s1 ^= s0;
|
|
251 |
x0 = Long.rotateLeft(s0, 24) ^ s1 ^ (s1 << 16); // a, b
|
|
252 |
x1 = Long.rotateLeft(s1, 37); // c
|
|
253 |
|
|
254 |
return result;
|
|
255 |
}
|
|
256 |
|
|
257 |
public BigInteger period() {
|
|
258 |
return PERIOD;
|
|
259 |
}
|
|
260 |
|
|
261 |
public double defaultJumpDistance() {
|
|
262 |
return 0x1.0p64;
|
|
263 |
}
|
|
264 |
|
|
265 |
public double defaultLeapDistance() {
|
|
266 |
return 0x1.0p96;
|
|
267 |
}
|
|
268 |
|
|
269 |
private static final long[] JUMP_TABLE = { 0xdf900294d8f554a5L, 0x170865df4b3201fcL };
|
|
270 |
|
|
271 |
private static final long[] LEAP_TABLE = { 0xd2a98b26625eee7bL, 0xdddf9b1090aa7ac1L };
|
|
272 |
|
|
273 |
/**
|
|
274 |
* This is the jump function for the generator. It is equivalent to 2**64 calls to nextLong();
|
|
275 |
* it can be used to generate 2**64 non-overlapping subsequences for parallel computations.
|
|
276 |
*/
|
|
277 |
public void jump() {
|
|
278 |
jumpAlgorithm(JUMP_TABLE);
|
|
279 |
}
|
|
280 |
|
|
281 |
/**
|
|
282 |
* This is the long-jump function for the generator. It is equivalent to 2**96 calls to next();
|
|
283 |
* it can be used to generate 2**32 starting points, from each of which jump() will generate
|
|
284 |
* 2**32 non-overlapping subsequences for parallel distributed computations.
|
|
285 |
*/
|
|
286 |
public void leap() {
|
|
287 |
jumpAlgorithm(LEAP_TABLE);
|
|
288 |
}
|
|
289 |
|
|
290 |
private void jumpAlgorithm(long[] table) {
|
|
291 |
long s0 = 0, s1 = 0;
|
|
292 |
for (int i = 0; i < table.length; i++) {
|
|
293 |
for (int b = 0; b < 64; b++) {
|
|
294 |
if ((table[i] & (1L << b)) != 0) {
|
|
295 |
s0 ^= x0;
|
|
296 |
s1 ^= x1;
|
|
297 |
}
|
|
298 |
nextLong();
|
|
299 |
}
|
|
300 |
x0 = s0;
|
|
301 |
x1 = s1;
|
|
302 |
}
|
|
303 |
}
|
|
304 |
}
|