src/java.base/share/classes/java/util/random/L128X256MixRandom.java
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/*
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 * Copyright (c) 2013, 2019, Oracle and/or its affiliates. All rights reserved.
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 * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
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 *
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 * This code is free software; you can redistribute it and/or modify it
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 * under the terms of the GNU General Public License version 2 only, as
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 * published by the Free Software Foundation.  Oracle designates this
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 * particular file as subject to the "Classpath" exception as provided
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 * by Oracle in the LICENSE file that accompanied this code.
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 *
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 * This code is distributed in the hope that it will be useful, but WITHOUT
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 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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 * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
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 * version 2 for more details (a copy is included in the LICENSE file that
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 * accompanied this code).
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 *
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 * You should have received a copy of the GNU General Public License version
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 * 2 along with this work; if not, write to the Free Software Foundation,
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 * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
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 *
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 * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
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 * or visit www.oracle.com if you need additional information or have any
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 * questions.
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 */
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package java.util.random;
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import java.math.BigInteger;
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import java.util.concurrent.atomic.AtomicLong;
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import java.util.random.RandomGenerator.SplittableGenerator;
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import java.util.random.RandomSupport.AbstractSplittableWithBrineGenerator;
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/**
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 * A generator of uniform pseudorandom values applicable for use in
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 * (among other contexts) isolated parallel computations that may
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 * generate subtasks.  Class {@link L128X256MixRandom} implements
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 * interfaces {@link RandomGenerator} and {@link SplittableGenerator},
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 * and therefore supports methods for producing pseudorandomly chosen
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 * numbers of type {@code int}, {@code long}, {@code float}, and {@code double}
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 * as well as creating new split-off {@link L128X256MixRandom} objects,
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 * with similar usages as for class {@link java.util.SplittableRandom}.
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 * <p>
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 * Series of generated values pass the TestU01 BigCrush and PractRand test suites
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 * that measure independence and uniformity properties of random number generators.
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 * (Most recently validated with
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 * <a href="http://simul.iro.umontreal.ca/testu01/tu01.html">version 1.2.3 of TestU01</a>
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 * and <a href="http://pracrand.sourceforge.net">version 0.90 of PractRand</a>.
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 * Note that TestU01 BigCrush was used to test not only values produced by the {@code nextLong()}
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 * method but also the result of bit-reversing each value produced by {@code nextLong()}.)
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 * These tests validate only the methods for certain
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 * types and ranges, but similar properties are expected to hold, at
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 * least approximately, for others as well.
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 * <p>
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 * {@link L128X256MixRandom} is a specific member of the LXM family of algorithms
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 * for pseudorandom number generators.  Every LXM generator consists of two
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 * subgenerators; one is an LCG (Linear Congruential Generator) and the other is
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 * an Xorshift generator.  Each output of an LXM generator is the result of
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 * combining state from the LCG with state from the Xorshift generator by
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 * using a Mixing function (and then the state of the LCG and the state of the
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 * Xorshift generator are advanced).
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 * <p>
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 * The LCG subgenerator for {@link L128X256MixRandom} has an update step of the
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 * form {@code s = m * s + a}, where {@code s}, {@code m}, and {@code a} are all
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 * 128-bit integers; {@code s} is the mutable state, the multiplier {@code m}
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 * is fixed (the same for all instances of {@link L128X256MixRandom}) and the addend
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 * {@code a} is a parameter (a final field of the instance).  The parameter
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 * {@code a} is required to be odd (this allows the LCG to have the maximal
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 * period, namely 2<sup>128</sup>); therefore there are 2<sup>127</sup> distinct choices
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 * of parameter.
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 * <p>
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 * The Xorshift subgenerator for {@link L128X256MixRandom} is the {@code xoshiro256} algorithm,
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 * version 1.0 (parameters 17, 45), without any final scrambler such as "+" or "**".
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 * Its state consists of four {@code long} fields {@code x0}, {@code x1}, {@code x2},
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 * and {@code x3}, which can take on any values provided that they are not all zero.
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 * The period of this subgenerator is 2<sup>256</sup>-1.
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 * <p>
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 * The mixing function for {@link L128X256MixRandom} is {@link RandomSupport.mixLea64}
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 * applied to the argument {@code (sh + x0)}, where {@code sh} is the high half of {@code s}.
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 * <p>
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 * Because the periods 2<sup>128</sup> and 2<sup>256</sup>-1 of the two subgenerators
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 * are relatively prime, the <em>period</em> of any single {@link L128X256MixRandom} object
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 * (the length of the series of generated 64-bit values before it repeats) is the product
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 * of the periods of the subgenerators, that is, 2<sup>128</sup>(2<sup>256</sup>-1),
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 * which is just slightly smaller than 2<sup>384</sup>.  Moreover, if two distinct
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 * {@link L128X256MixRandom} objects have different {@code a} parameters, then their
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 * cycles of produced values will be different.
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 * <p>
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 * The 64-bit values produced by the {@code nextLong()} method are exactly equidistributed.
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 * For any specific instance of {@link L128X256MixRandom}, over the course of its cycle each
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 * of the 2<sup>64</sup> possible {@code long} values will be produced
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 * 2<sup>64</sup>(2<sup>256</sup>-1) times.  The values produced by the {@code nextInt()},
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 * {@code nextFloat()}, and {@code nextDouble()} methods are likewise exactly equidistributed.
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 * <p>
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 * Moreover, 64-bit values produced by the {@code nextLong()} method are conjectured to be
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 * "very nearly" 4-equidistributed: all possible quadruples of 64-bit values are generated,
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 * and some pairs occur more often than others, but only very slightly more often.
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 * However, this conjecture has not yet been proven mathematically.
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 * If this conjecture is true, then the values produced by the {@code nextInt()}, {@code nextFloat()},
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 * and {@code nextDouble()} methods are likewise approximately 4-equidistributed.
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 * <p>
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 * Method {@link #split} constructs and returns a new {@link L128X256MixRandom}
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 * instance that shares no mutable state with the current instance. However, with
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 * very high probability, the values collectively generated by the two objects
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 * have the same statistical properties as if the same quantity of values were
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 * generated by a single thread using a single {@link L128X256MixRandom} object.
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 * This is because, with high probability, distinct {@link L128X256MixRandom} objects
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 * have distinct {@code a} parameters and therefore use distinct members of the
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 * algorithmic family; and even if their {@code a} parameters are the same, with
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 * very high probability they will traverse different parts of their common state
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 * cycle.
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 * <p>
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 * As with {@link java.util.SplittableRandom}, instances of
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 * {@link L128X256MixRandom} are <em>not</em> thread-safe.
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 * They are designed to be split, not shared, across threads. For
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 * example, a {@link java.util.concurrent.ForkJoinTask} fork/join-style
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 * computation using random numbers might include a construction
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 * of the form {@code new Subtask(someL128X256MixRandom.split()).fork()}.
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 * <p>
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 * This class provides additional methods for generating random
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 * streams, that employ the above techniques when used in
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 * {@code stream.parallel()} mode.
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 * <p>
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 * Instances of {@link L128X256MixRandom} are not cryptographically
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 * secure.  Consider instead using {@link java.security.SecureRandom}
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 * in security-sensitive applications. Additionally,
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 * default-constructed instances do not use a cryptographically random
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 * seed unless the {@linkplain System#getProperty system property}
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 * {@code java.util.secureRandomSeed} is set to {@code true}.
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 *
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 * @since 14
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 */
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public final class L128X256MixRandom extends AbstractSplittableWithBrineGenerator {
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    /*
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     * Implementation Overview.
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     *
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     * The 128-bit parameter `a` is represented as two long fields `ah` and `al`.
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     * The 128-bit state variable `s` is represented as two long fields `sh` and `sl`.
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     *
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     * The split operation uses the current generator to choose eight
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     * new 64-bit long values that are then used to initialize the
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     * parameters `ah` and `al` and the state variables `sh`, `sl`,
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     * `x0`, `x1`, `x2`, and `x3` for a newly constructed generator.
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     *
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     * With extremely high probability, no two generators so chosen
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     * will have the same `a` parameter, and testing has indicated
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     * that the values generated by two instances of {@link L128X256MixRandom}
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     * will be (approximately) independent if have different values for `a`.
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     *
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     * The default (no-argument) constructor, in essence, uses
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     * "defaultGen" to generate eight new 64-bit values for the same
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     * purpose.  Multiple generators created in this way will certainly
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     * differ in their `a` parameters.  The defaultGen state must be accessed
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     * in a thread-safe manner, so we use an AtomicLong to represent
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     * this state.  To bootstrap the defaultGen, we start off using a
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     * seed based on current time unless the
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     * java.util.secureRandomSeed property is set. This serves as a
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     * slimmed-down (and insecure) variant of SecureRandom that also
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     * avoids stalls that may occur when using /dev/random.
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     *
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     * File organization: First static fields, then instance
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     * fields, then constructors, then instance methods.
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     */
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    /* ---------------- static fields ---------------- */
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    /**
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     * The seed generator for default constructors.
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     */
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    private static final AtomicLong defaultGen = new AtomicLong(RandomSupport.initialSeed());
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    /*
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     * The period of this generator, which is (2**256 - 1) * 2**128.
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     */
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    private static final BigInteger PERIOD =
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        BigInteger.ONE.shiftLeft(256).subtract(BigInteger.ONE).shiftLeft(128);
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    /*
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     * Low half of multiplier used in the LCG portion of the algorithm;
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     * the overall multiplier is (2**64 + ML).
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     * Chosen based on research by Sebastiano Vigna and Guy Steele (2019).
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     * The spectral scores for dimensions 2 through 8 for the multiplier 0x1d605bbb58c8abbfdLL
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     * are [0.991889, 0.907938, 0.830964, 0.837980, 0.780378, 0.797464, 0.761493].
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     */
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    private static final long ML = 0xd605bbb58c8abbfdL;
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    /* ---------------- instance fields ---------------- */
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    /**
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     * The parameter that is used as an additive constant for the LCG.
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     * Must be odd (therefore al must be odd).
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     */
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    private final long ah, al;
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    /**
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     * The per-instance state: sh and sl for the LCG; x0, x1, x2, and x3 for the xorshift.
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     * At least one of the four fields x0, x1, x2, and x3 must be nonzero.
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     */
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    private long sh, sl, x0, x1, x2, x3;
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    /* ---------------- constructors ---------------- */
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    /**
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     * Basic constructor that initializes all fields from parameters.
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     * It then adjusts the field values if necessary to ensure that
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     * all constraints on the values of fields are met.
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     *
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     * @param ah high half of the additive parameter for the LCG
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     * @param al low half of the additive parameter for the LCG
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     * @param sh high half of the initial state for the LCG
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     * @param sl low half of the initial state for the LCG
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     * @param x0 first word of the initial state for the xorshift generator
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     * @param x1 second word of the initial state for the xorshift generator
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     * @param x2 third word of the initial state for the xorshift generator
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     * @param x3 fourth word of the initial state for the xorshift generator
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     */
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    public L128X256MixRandom(long ah, long al, long sh, long sl, long x0, long x1, long x2, long x3) {
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        // Force a to be odd.
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        this.ah = ah;
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        this.al = al | 1;
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        this.sh = sh;
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        this.sl = sl;
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        this.x0 = x0;
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        this.x1 = x1;
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        this.x2 = x2;
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        this.x3 = x3;
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        // If x0, x1, x2, and x3 are all zero, we must choose nonzero values.
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        if ((x0 | x1 | x2 | x3) == 0) {
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	    long v = sh;
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            // At least three of the four values generated here will be nonzero.
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            this.x0 = RandomSupport.mixStafford13(v += RandomSupport.GOLDEN_RATIO_64);
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            this.x1 = RandomSupport.mixStafford13(v += RandomSupport.GOLDEN_RATIO_64);
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            this.x2 = RandomSupport.mixStafford13(v += RandomSupport.GOLDEN_RATIO_64);
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            this.x3 = RandomSupport.mixStafford13(v + RandomSupport.GOLDEN_RATIO_64);
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        }
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    }
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    /**
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     * Creates a new instance of {@link L128X256MixRandom} using the
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     * specified {@code long} value as the initial seed. Instances of
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     * {@link L128X256MixRandom} created with the same seed in the same
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     * program generate identical sequences of values.
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     *
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     * @param seed the initial seed
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     */
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    public L128X256MixRandom(long seed) {
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        // Using a value with irregularly spaced 1-bits to xor the seed
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        // argument tends to improve "pedestrian" seeds such as 0 or
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        // other small integers.  We may as well use SILVER_RATIO_64.
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        //
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        // The seed is hashed by mixMurmur64 to produce the `a` parameter.
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        // The seed is hashed by mixStafford13 to produce the initial `x0`,
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        // which will then be used to produce the first generated value.
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        // The other x values are filled in as if by a SplitMix PRNG with
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        // GOLDEN_RATIO_64 as the gamma value and mixStafford13 as the mixer.
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        this(RandomSupport.mixMurmur64(seed ^= RandomSupport.SILVER_RATIO_64),
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             RandomSupport.mixMurmur64(seed += RandomSupport.GOLDEN_RATIO_64),
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             0,
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             1,
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             RandomSupport.mixStafford13(seed),
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             RandomSupport.mixStafford13(seed += RandomSupport.GOLDEN_RATIO_64),
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             RandomSupport.mixStafford13(seed += RandomSupport.GOLDEN_RATIO_64),
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             RandomSupport.mixStafford13(seed + RandomSupport.GOLDEN_RATIO_64));
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    }
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    /**
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     * Creates a new instance of {@link L128X256MixRandom} that is likely to
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     * generate sequences of values that are statistically independent
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     * of those of any other instances in the current program execution,
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     * but may, and typically does, vary across program invocations.
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     */
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    public L128X256MixRandom() {
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        // Using GOLDEN_RATIO_64 here gives us a good Weyl sequence of values.
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        this(defaultGen.getAndAdd(RandomSupport.GOLDEN_RATIO_64));
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    }
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    /**
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     * Creates a new instance of {@link L128X256MixRandom} using the specified array of
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     * initial seed bytes. Instances of {@link L128X256MixRandom} created with the same
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     * seed array in the same program execution generate identical sequences of values.
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     *
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     * @param seed the initial seed
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     */
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    public L128X256MixRandom(byte[] seed) {
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        // Convert the seed to 6 long values, of which the last 4 are not all zero.
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        long[] data = RandomSupport.convertSeedBytesToLongs(seed, 6, 4);
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        long ah = data[0], al = data[1], sh = data[2], sl = data[3],
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             x0 = data[4], x1 = data[5], x2 = data[6], x3 = data[7];
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        // Force a to be odd.
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        this.ah = ah;
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        this.al = al | 1;
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        this.sh = sh;
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        this.sl = sl;
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        this.x0 = x0;
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        this.x1 = x1;
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        this.x2 = x2;
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        this.x3 = x3;
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    }
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    /* ---------------- public methods ---------------- */
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    /**
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     * Given 63 bits of "brine", constructs and returns a new instance of
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     * {@code L128X256MixRandom} that shares no mutable state with this instance.
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     * However, with very high probability, the set of values collectively
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     * generated by the two objects has the same statistical properties as if
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     * same the quantity of values were generated by a single thread using
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     * a single {@code L128X256MixRandom} object.  Either or both of the two
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     * objects may be further split using the {@code split} method,
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     * and the same expected statistical properties apply to the
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     * entire set of generators constructed by such recursive splitting.
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     *
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     * @param source a {@code SplittableGenerator} instance to be used instead
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     *               of this one as a source of pseudorandom bits used to
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     *               initialize the state of the new ones.
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     * @param brine a long value, of which the low 63 bits are used to choose
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     *              the {@code a} parameter for the new instance.
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     * @return a new instance of {@code L128X256MixRandom}
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     */
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    public SplittableGenerator split(SplittableGenerator source, long brine) {
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	// Pick a new instance "at random", but use the brine for (the low half of) `a`.
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        return new L128X256MixRandom(source.nextLong(), brine << 1,
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				     source.nextLong(), source.nextLong(),
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				     source.nextLong(), source.nextLong(),
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				     source.nextLong(), source.nextLong());
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    }
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    /**
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     * Returns a pseudorandom {@code long} value.
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     *
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     * @return a pseudorandom {@code long} value
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     */
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    public long nextLong() {
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	// Compute the result based on current state information
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	// (this allows the computation to be overlapped with state update).
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        final long result = RandomSupport.mixLea64(sh + x0);
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	// Update the LCG subgenerator
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        // The LCG is, in effect, s = ((1LL << 64) + ML) * s + a, if only we had 128-bit arithmetic.
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        final long u = ML * sl;
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	// Note that Math.multiplyHigh computes the high half of the product of signed values,
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	// but what we need is the high half of the product of unsigned values; for this we use the
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	// formula "unsignedMultiplyHigh(a, b) = multiplyHigh(a, b) + ((a >> 63) & b) + ((b >> 63) & a)";
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	// in effect, each operand is added to the result iff the sign bit of the other operand is 1.
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	// (See Henry S. Warren, Jr., _Hacker's Delight_ (Second Edition), Addison-Wesley (2013),
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	// Section 8-3, p. 175; or see the First Edition, Addison-Wesley (2003), Section 8-3, p. 133.)
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	// If Math.unsignedMultiplyHigh(long, long) is ever implemented, the following line can become:
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	//         sh = (ML * sh) + Math.unsignedMultiplyHigh(ML, sl) + sl + ah;
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	// and this entire comment can be deleted.
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        sh = (ML * sh) + (Math.multiplyHigh(ML, sl) + ((ML >> 63) & sl) + ((sl >> 63) & ML)) + sl + ah;
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        sl = u + al;
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        if (Long.compareUnsigned(sl, u) < 0) ++sh;  // Handle the carry propagation from low half to high half.
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	// Update the Xorshift subgenerator
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        long q0 = x0, q1 = x1, q2 = x2, q3 = x3;
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        {   // xoshiro256 1.0
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            long t = q1 << 17;
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            q2 ^= q0;
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            q3 ^= q1;
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            q1 ^= q2;
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            q0 ^= q3;
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            q2 ^= t;
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            q3 = Long.rotateLeft(q3, 45);
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        }
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        x0 = q0; x1 = q1; x2 = q2; x3 = q3;
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        return result;
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    }
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    /**
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     * Returns the period of this random generator.
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     *
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     * @return a {@link BigInteger} whose value is the number of distinct possible states of this
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     *         {@link RandomGenerator} object (2<sup>128</sup>(2<sup>256</sup>-1)).
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     */
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    public BigInteger period() {
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        return PERIOD;
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    }
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}