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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 128-bit LCG and 128-bit Xor-based
32   * generator. It is named as {@code "L128X128MixRandom"} 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 384 bits and the period is 2<sup>128</sup> (2<sup>128</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 127-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 L128X128Mix extends AbstractL128 implements SplittableUniformRandomProvider {
62      /** Size of the seed vector. */
63      private static final int SEED_SIZE = 6;
64      /** Size of the XBG state vector. */
65      private static final int XBG_STATE_SIZE = 2;
66      /** Low half of 128-bit LCG multiplier. */
67      private static final long ML = LXMSupport.M128L;
68  
69      /** State 0 of the XBG. */
70      private long x0;
71      /** State 1 of the XBG. */
72      private long x1;
73  
74      /**
75       * Creates a new instance.
76       *
77       * @param seed Initial seed.
78       * If the length is larger than 6, only the first 6 elements will
79       * be used; if smaller, the remaining elements will be automatically
80       * set. A seed containing all zeros in the last four elements
81       * will create a non-functional XBG sub-generator and a low
82       * quality output with a period of 2<sup>128</sup>.
83       *
84       * <p>The 1st and 2nd elements are used to set the LCG increment; the least significant bit
85       * is set to odd to ensure a full period LCG. The 3rd and 4th elements are used
86       * to set the LCG state.</p>
87       */
88      public L128X128Mix(long[] seed) {
89          super(seed = extendSeed(seed, SEED_SIZE));
90          x0 = seed[4];
91          x1 = seed[5];
92      }
93  
94      /**
95       * Creates a new instance using a 6 element seed.
96       * A seed containing all zeros in the last four elements
97       * will create a non-functional XBG sub-generator and a low
98       * quality output with a period of 2<sup>128</sup>.
99       *
100      * <p>The 1st and 2nd elements are used to set the LCG increment; the least significant bit
101      * is set to odd to ensure a full period LCG. The 3rd and 4th elements are used
102      * to set the LCG state.</p>
103      *
104      * @param seed0 Initial seed element 0.
105      * @param seed1 Initial seed element 1.
106      * @param seed2 Initial seed element 2.
107      * @param seed3 Initial seed element 3.
108      * @param seed4 Initial seed element 4.
109      * @param seed5 Initial seed element 5.
110      */
111     public L128X128Mix(long seed0, long seed1, long seed2, long seed3,
112                        long seed4, long seed5) {
113         super(seed0, seed1, seed2, seed3);
114         x0 = seed4;
115         x1 = seed5;
116     }
117 
118     /**
119      * Creates a copy instance.
120      *
121      * @param source Source to copy.
122      */
123     protected L128X128Mix(L128X128Mix source) {
124         super(source);
125         x0 = source.x0;
126         x1 = source.x1;
127     }
128 
129     /** {@inheritDoc} */
130     @Override
131     protected byte[] getStateInternal() {
132         return composeStateInternal(NumberFactory.makeByteArray(
133                                         new long[] {x0, x1}),
134                                     super.getStateInternal());
135     }
136 
137     /** {@inheritDoc} */
138     @Override
139     protected void setStateInternal(byte[] s) {
140         final byte[][] c = splitStateInternal(s, XBG_STATE_SIZE * Long.BYTES);
141         final long[] tmp = NumberFactory.makeLongArray(c[0]);
142         x0 = tmp[0];
143         x1 = tmp[1];
144         super.setStateInternal(c[1]);
145     }
146 
147     /** {@inheritDoc} */
148     @Override
149     public long next() {
150         // LXM generate.
151         // Old state is used for the output allowing parallel pipelining
152         // on processors that support multiple concurrent instructions.
153 
154         final long s0 = x0;
155         final long sh = lsh;
156 
157         // Mix
158         final long z = LXMSupport.lea64(sh + s0);
159 
160         // LCG update
161         // The LCG is, in effect, "s = m * s + a" where m = ((1LL << 64) + ML)
162         final long sl = lsl;
163         final long al = lal;
164         final long u = ML * sl;
165         // High half
166         lsh = ML * sh + LXMSupport.unsignedMultiplyHigh(ML, sl) + sl + lah +
167               // Carry propagation
168               LXMSupport.unsignedAddHigh(u, al);
169         // Low half
170         lsl = u + al;
171 
172         // XBG update
173         long s1 = x1;
174 
175         s1 ^= s0;
176         x0 = Long.rotateLeft(s0, 24) ^ s1 ^ (s1 << 16); // a, b
177         x1 = Long.rotateLeft(s1, 37); // c
178 
179         return z;
180     }
181 
182     /**
183      * {@inheritDoc}
184      *
185      * <p>The jump size is the equivalent of moving the state <em>backwards</em> by
186      * (2<sup>128</sup> - 1) positions. It can provide up to 2<sup>128</sup>
187      * non-overlapping subsequences.
188      */
189     @Override
190     public UniformRandomProvider jump() {
191         return super.jump();
192     }
193 
194     /**
195      * {@inheritDoc}
196      *
197      * <p>The jump size is the equivalent of moving the state <em>backwards</em> by
198      * 2<sup>64</sup> (2<sup>128</sup> - 1) positions. It can provide up to
199      * 2<sup>64</sup> non-overlapping subsequences of length 2<sup>64</sup>
200      * (2<sup>128</sup> - 1); each subsequence can provide up to 2<sup>64</sup>
201      * non-overlapping subsequences of length (2<sup>128</sup> - 1) using the
202      * {@link #jump()} method.
203      */
204     @Override
205     public JumpableUniformRandomProvider longJump() {
206         return super.longJump();
207     }
208 
209     /** {@inheritDoc} */
210     @Override
211     AbstractL128 copy() {
212         // This exists to ensure the jump function performed in the super class returns
213         // the correct class type. It should not be public.
214         return new L128X128Mix(this);
215     }
216 
217     /** {@inheritDoc} */
218     @Override
219     public SplittableUniformRandomProvider split(UniformRandomProvider source) {
220         return create(source.nextLong(), source);
221     }
222 
223     /** {@inheritDoc} */
224     @Override
225     public Stream<SplittableUniformRandomProvider> splits(long streamSize, SplittableUniformRandomProvider source) {
226         return RandomStreams.generateWithSeed(streamSize, source, L128X128Mix::create);
227     }
228 
229     /**
230      * Create a new instance using the given {@code seed} and {@code source} of randomness
231      * to initialise the instance.
232      *
233      * @param seed Seed used to initialise the instance.
234      * @param source Source of randomness used to initialise the instance.
235      * @return A new instance.
236      */
237     private static SplittableUniformRandomProvider create(long seed, UniformRandomProvider source) {
238         // LCG state. The addition lower-half uses the input seed.
239         // The LCG addition parameter is set to odd so left-shift the seed.
240         final long s0 = source.nextLong();
241         final long s1 = seed << 1;
242         final long s2 = source.nextLong();
243         final long s3 = source.nextLong();
244         // XBG state must not be all zero
245         long x0 = source.nextLong();
246         long x1 = source.nextLong();
247         if ((x0 | x1) == 0) {
248             // SplitMix style seed ensures at least one non-zero value
249             final long z = s3;
250             x0 = LXMSupport.lea64(z);
251             x1 = LXMSupport.lea64(z + LXMSupport.GOLDEN_RATIO_64);
252         }
253         return new L128X128Mix(s0, s1, s2, s3, x0, x1);
254     }
255 }