View Javadoc
1   /*
2    * Licensed to the Apache Software Foundation (ASF) under one or more
3    * contributor license agreements.  See the NOTICE file distributed with
4    * this work for additional information regarding copyright ownership.
5    * The ASF licenses this file to You under the Apache License, Version 2.0
6    * (the "License"); you may not use this file except in compliance with
7    * the License.  You may obtain a copy of the License at
8    *
9    *      http://www.apache.org/licenses/LICENSE-2.0
10   *
11   * Unless required by applicable law or agreed to in writing, software
12   * distributed under the License is distributed on an "AS IS" BASIS,
13   * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14   * See the License for the specific language governing permissions and
15   * limitations under the License.
16   */
17  
18  package org.apache.commons.rng.core.source64;
19  
20  import java.util.stream.Stream;
21  import org.apache.commons.rng.JumpableUniformRandomProvider;
22  import org.apache.commons.rng.SplittableUniformRandomProvider;
23  import org.apache.commons.rng.UniformRandomProvider;
24  import org.apache.commons.rng.core.util.NumberFactory;
25  import org.apache.commons.rng.core.util.RandomStreams;
26  
27  /**
28   * A 64-bit all purpose generator.
29   *
30   * <p>This is a member of the LXM family of generators: L=Linear congruential generator;
31   * X=Xor based generator; and M=Mix. This member uses a 64-bit LCG and 1024-bit Xor-based
32   * generator. It is named as {@code "L64X1024MixRandom"} in the {@code java.util.random}
33   * package introduced in JDK 17; the LXM family is described in further detail in:
34   *
35   * <blockquote>Steele and Vigna (2021) LXM: better splittable pseudorandom number generators
36   * (and almost as fast). Proceedings of the ACM on Programming Languages, Volume 5,
37   * Article 148, pp 1–31.</blockquote>
38   *
39   * <p>Memory footprint is 1184 bits and the period is 2<sup>64</sup> (2<sup>1024</sup> - 1).
40   *
41   * <p>This generator implements
42   * {@link org.apache.commons.rng.LongJumpableUniformRandomProvider LongJumpableUniformRandomProvider}.
43   * In addition instances created with a different additive parameter for the LCG are robust
44   * against accidental correlation in a multi-threaded setting. The additive parameters must be
45   * different in the most significant 63-bits.
46   *
47   * <p>This generator implements
48   * {@link org.apache.commons.rng.SplittableUniformRandomProvider SplittableUniformRandomProvider}.
49   * The stream of generators created using the {@code splits} methods support parallelisation
50   * and are robust against accidental correlation by using unique values for the additive parameter
51   * for each instance in the same stream. The primitive streaming methods support parallelisation
52   * but with no assurances of accidental correlation; each thread uses a new instance with a
53   * randomly initialised state.
54   *
55   * @see <a href="https://doi.org/10.1145/3485525">Steele &amp; Vigna (2021) Proc. ACM Programming
56   *      Languages 5, 1-31</a>
57   * @see <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/util/random/package-summary.html">
58   *      JDK 17 java.util.random javadoc</a>
59   * @since 1.5
60   */
61  public class L64X1024Mix extends AbstractL64 implements SplittableUniformRandomProvider {
62      /** Size of the seed vector. */
63      private static final int SEED_SIZE = 18;
64      /** Size of the XBG state vector. */
65      private static final int XBG_STATE_SIZE = 16;
66      /** Size of the LCG state vector. */
67      private static final int LCG_STATE_SIZE = SEED_SIZE - XBG_STATE_SIZE;
68      /** LCG multiplier. */
69      private static final long M = LXMSupport.M64;
70  
71      /** State of the XBG. */
72      private final long[] x = new long[XBG_STATE_SIZE];
73      /** Index in "state" array. */
74      private int index;
75  
76      /**
77       * Creates a new instance.
78       *
79       * @param seed Initial seed.
80       * If the length is larger than 18, only the first 18 elements will
81       * be used; if smaller, the remaining elements will be automatically
82       * set. A seed containing all zeros in the last 16 elements
83       * will create a non-functional XBG sub-generator and a low
84       * quality output with a period of 2<sup>64</sup>.
85       *
86       * <p>The 1st element is used to set the LCG increment; the least significant bit
87       * is set to odd to ensure a full period LCG. The 2nd element is used
88       * to set the LCG state.</p>
89       */
90      public L64X1024Mix(long[] seed) {
91          super(seed = extendSeed(seed, SEED_SIZE));
92          System.arraycopy(seed, SEED_SIZE - XBG_STATE_SIZE, x, 0, XBG_STATE_SIZE);
93          // Initialising to 15 ensures that (index + 1) % 16 == 0 and the
94          // first state picked from the XBG generator is state[0].
95          index = XBG_STATE_SIZE - 1;
96      }
97  
98      /**
99       * Creates a copy instance.
100      *
101      * @param source Source to copy.
102      */
103     protected L64X1024Mix(L64X1024Mix source) {
104         super(source);
105         System.arraycopy(source.x, 0, x, 0, XBG_STATE_SIZE);
106         index = source.index;
107     }
108 
109     /** {@inheritDoc} */
110     @Override
111     protected byte[] getStateInternal() {
112         final long[] s = new long[XBG_STATE_SIZE + 1];
113         System.arraycopy(x, 0, s, 0, XBG_STATE_SIZE);
114         s[XBG_STATE_SIZE] = index;
115         return composeStateInternal(NumberFactory.makeByteArray(s),
116                                     super.getStateInternal());
117     }
118 
119     /** {@inheritDoc} */
120     @Override
121     protected void setStateInternal(byte[] s) {
122         final byte[][] c = splitStateInternal(s, (XBG_STATE_SIZE + 1) * Long.BYTES);
123 
124         final long[] tmp = NumberFactory.makeLongArray(c[0]);
125         System.arraycopy(tmp, 0, x, 0, XBG_STATE_SIZE);
126         index = (int) tmp[XBG_STATE_SIZE];
127 
128         super.setStateInternal(c[1]);
129     }
130 
131     /** {@inheritDoc} */
132     @Override
133     public long next() {
134         // LXM generate.
135         // Old state is used for the output allowing parallel pipelining
136         // on processors that support multiple concurrent instructions.
137 
138         final int q = index;
139         index = (q + 1) & 15;
140         final long s0 = x[index];
141         long s15 = x[q];
142         final long s = ls;
143 
144         // Mix
145         final long z = LXMSupport.lea64(s + s0);
146 
147         // LCG update
148         ls = M * s + la;
149 
150         // XBG update
151         s15 ^= s0;
152         x[q] = Long.rotateLeft(s0, 25) ^ s15 ^ (s15 << 27);
153         x[index] = Long.rotateLeft(s15, 36);
154 
155         return z;
156     }
157 
158     /**
159      * {@inheritDoc}
160      *
161      * <p>The jump size is the equivalent of moving the state <em>backwards</em> by
162      * (2<sup>1024</sup> - 1) positions. It can provide up to 2<sup>64</sup>
163      * non-overlapping subsequences.
164      */
165     @Override
166     public UniformRandomProvider jump() {
167         return super.jump();
168     }
169 
170     /**
171      * {@inheritDoc}
172      *
173      * <p>The jump size is the equivalent of moving the state <em>backwards</em> by
174      * 2<sup>32</sup> (2<sup>1024</sup> - 1) positions. It can provide up to
175      * 2<sup>32</sup> non-overlapping subsequences of length 2<sup>32</sup>
176      * (2<sup>1024</sup> - 1); each subsequence can provide up to 2<sup>32</sup>
177      * non-overlapping subsequences of length (2<sup>1024</sup> - 1) using the
178      * {@link #jump()} method.
179      */
180     @Override
181     public JumpableUniformRandomProvider longJump() {
182         return super.longJump();
183     }
184 
185     /** {@inheritDoc} */
186     @Override
187     AbstractL64 copy() {
188         // This exists to ensure the jump function performed in the super class returns
189         // the correct class type. It should not be public.
190         return new L64X1024Mix(this);
191     }
192 
193     /** {@inheritDoc} */
194     @Override
195     public SplittableUniformRandomProvider split(UniformRandomProvider source) {
196         return create(source.nextLong(), source);
197     }
198 
199     /** {@inheritDoc} */
200     @Override
201     public Stream<SplittableUniformRandomProvider> splits(long streamSize, SplittableUniformRandomProvider source) {
202         return RandomStreams.generateWithSeed(streamSize, source, L64X1024Mix::create);
203     }
204 
205     /**
206      * Create a new instance using the given {@code seed} and {@code source} of randomness
207      * to initialise the instance.
208      *
209      * @param seed Seed used to initialise the instance.
210      * @param source Source of randomness used to initialise the instance.
211      * @return A new instance.
212      */
213     private static SplittableUniformRandomProvider create(long seed, UniformRandomProvider source) {
214         final long[] s = new long[SEED_SIZE];
215         // LCG state. The addition uses the input seed.
216         // The LCG addition parameter is set to odd so left-shift the seed.
217         s[0] = seed << 1;
218         s[1] = source.nextLong();
219         // XBG state must not be all zero
220         long x = 0;
221         for (int i = LCG_STATE_SIZE; i < s.length; i++) {
222             s[i] = source.nextLong();
223             x |= s[i];
224         }
225         if (x == 0) {
226             // SplitMix style seed ensures at least one non-zero value
227             x = s[LCG_STATE_SIZE - 1];
228             for (int i = LCG_STATE_SIZE; i < s.length; i++) {
229                 s[i] = LXMSupport.lea64(x);
230                 x += LXMSupport.GOLDEN_RATIO_64;
231             }
232         }
233         return new L64X1024Mix(s);
234     }
235 }