--- jsr166/src/main/java/util/SplittableRandom.java 2013/07/14 03:47:31 1.9 +++ jsr166/src/main/java/util/SplittableRandom.java 2013/08/05 13:58:02 1.14 @@ -25,6 +25,7 @@ package java.util; +import java.security.SecureRandom; import java.util.concurrent.atomic.AtomicLong; import java.util.Spliterator; import java.util.function.IntConsumer; @@ -51,7 +52,9 @@ import java.util.stream.DoubleStream; * href="http://www.phy.duke.edu/~rgb/General/dieharder.php"> version * 3.31.1.) These tests validate only the methods for certain * types and ranges, but similar properties are expected to hold, at - * least approximately, for others as well. + * least approximately, for others as well. The period + * (length of any series of generated values before it repeats) is at + * least 264. * *
  • Method {@link #split} constructs and returns a new * SplittableRandom instance that shares no mutable state with the @@ -112,43 +115,33 @@ public class SplittableRandom { * are encountered; see method addGammaModGeorge. For this to * work, initial gamma values must be at least 13. * - * The value of gamma differs for each instance across a series of - * splits, and is generated using a slightly stripped-down variant - * of the same algorithm, but operating across calls to split(), - * not calls to nextSeed(): Each instance carries the state of - * this generator as nextSplit, and uses mix64(nextSplit) as its - * own gamma value. Computations of gammas themselves use a fixed - * constant as the second argument to the addGammaModGeorge - * function, GAMMA_GAMMA, a "genuinely random" number from a - * radioactive decay reading (obtained from - * http://www.fourmilab.ch/hotbits/) meeting the above range - * constraint. Using a fixed constant maintains the invariant that - * the value of gamma is the same for every instance that is at - * the same split-distance from their common root. (Note: there is - * nothing especially magic about obtaining this constant from a - * "truly random" physical source rather than just choosing one - * arbitrarily; using "hotbits" was merely an aesthetically pleasing - * choice. In either case, good statistical behavior of the - * algorithm should be, and was, verified by using the DieHarder - * test suite.) - * * The mix64 bit-mixing function called by nextLong and other * methods computes the same value as the "64-bit finalizer" * function in Austin Appleby's MurmurHash3 algorithm. See * http://code.google.com/p/smhasher/wiki/MurmurHash3 , which * comments: "The constants for the finalizers were generated by a * simple simulated-annealing algorithm, and both avalanche all - * bits of 'h' to within 0.25% bias." It also appears to work to - * use instead any of the variants proposed by David Stafford at - * http://zimbry.blogspot.com/2011/09/better-bit-mixing-improving-on.html - * but these variants have not yet been tested as thoroughly - * in the context of the implementation of SplittableRandom. + * bits of 'h' to within 0.25% bias." + * + * The value of gamma differs for each instance across a series of + * splits, and is generated using an independent variant of the + * same algorithm, but operating across calls to split(), not + * calls to nextSeed(): Each instance carries the state of this + * generator as nextSplit. Gammas are treated as 57bit values, + * advancing by adding GAMMA_GAMMA mod GAMMA_PRIME, and bit-mixed + * with a 57-bit version of mix, using the "Mix13" multiplicative + * constants for MurmurHash3 described by David Stafford + * (http://zimbry.blogspot.com/2011/09/better-bit-mixing-improving-on.html). + * The value of GAMMA_GAMMA is arbitrary (except must be at least + * 13 and less than GAMMA_PRIME), but because it serves as the + * base of split sequences, should be subject to validation of + * consequent random number quality metrics. * * The mix32 function used for nextInt just consists of two of the - * five lines of mix64; avalanche testing shows that the 64-bit result - * has its top 32 bits avalanched well, though not the bottom 32 bits. - * DieHarder tests show that it is adequate for generating one - * random int from the 64-bit result of nextSeed. + * five lines of mix64; avalanche testing shows that the 64-bit + * result has its top 32 bits avalanched well, though not the + * bottom 32 bits. DieHarder tests show that it is adequate for + * generating one random int from the 64-bit result of nextSeed. * * Support for the default (no-argument) constructor relies on an * AtomicLong (defaultSeedGenerator) to help perform the @@ -156,8 +149,8 @@ public class SplittableRandom { * SplittableRandom. Unlike other cases, this split must be * performed in a thread-safe manner. We use * AtomicLong.compareAndSet as the (typically) most efficient - * mechanism. To bootstrap, we start off using System.nanotime(), - * and update using another "genuinely random" constant + * mechanism. To bootstrap, we start off using a SecureRandom + * initial default seed, and update using a fixed * DEFAULT_SEED_GAMMA. The default constructor uses GAMMA_GAMMA, * not 0, for its splitSeed argument (addGammaModGeorge(0, * GAMMA_GAMMA) == GAMMA_GAMMA) to reflect that each is split from @@ -166,18 +159,30 @@ public class SplittableRandom { */ /** - * The "genuinely random" value for producing new gamma values. - * The value is arbitrary, subject to the requirement that it be - * greater or equal to 13. + * The prime modulus for gamma values. + */ + private static final long GAMMA_PRIME = (1L << 57) - 13L; + + /** + * The value for producing new gamma values. Must be greater or + * equal to 13 and less than GAMMA_PRIME. Otherwise, the value is + * arbitrary subject to validation of the resulting statistical + * quality of splits. */ - private static final long GAMMA_GAMMA = 0xF2281E2DBA6606F3L; + private static final long GAMMA_GAMMA = 0x00aae38294f712aabL; /** - * The "genuinely random" seed update value for default constructors. - * The value is arbitrary, subject to the requirement that it be - * greater or equal to 13. + * The seed update value for default constructors. Must be + * greater or equal to 13. Otherwise, the value is arbitrary + * subject to quality checks. */ - private static final long DEFAULT_SEED_GAMMA = 0xBD24B73A95FB84D9L; + private static final long DEFAULT_SEED_GAMMA = 0x9e3779b97f4a7c15L; + + /** + * The value 13 with 64bit sign bit set. Used in the signed + * comparison in addGammaModGeorge. + */ + private static final long BOTTOM13 = 0x800000000000000DL; /** * The least non-zero value returned by nextDouble(). This value @@ -189,7 +194,7 @@ public class SplittableRandom { * The next seed for default constructors. */ private static final AtomicLong defaultSeedGenerator = - new AtomicLong(System.nanoTime()); + new AtomicLong(getInitialDefaultSeed()); /** * The seed, updated only via method nextSeed. @@ -217,15 +222,16 @@ public class SplittableRandom { * George < 2^64; thus we need only a conditional, not a loop, * to be sure of getting a representable value. * - * @param s a seed value + * Because Java comparison operators are signed, we implement this + * by conceptually offsetting seed values downwards by 2^63, so + * 0..13 is represented as Long.MIN_VALUE..BOTTOM13. + * + * @param s a seed value, viewed as a signed long * @param g a gamma value, 13 <= g (as unsigned) */ private static long addGammaModGeorge(long s, long g) { long p = s + g; - if (Long.compareUnsigned(p, g) >= 0) - return p; - long q = p - 13L; - return (Long.compareUnsigned(p, 13L) >= 0) ? q : (q + g); + return (p >= s) ? p : ((p >= BOTTOM13) ? p : p + g) - 13L; } /** @@ -252,6 +258,19 @@ public class SplittableRandom { } /** + * Returns a 57-bit mixed transformation of its argument. See + * above for explanation. + */ + private static long mix57(long z) { + z = (z ^ (z >>> 30)) * 0xbf58476d1ce4e5b9L; + z &= 0x01FFFFFFFFFFFFFFL; + z = (z ^ (z >>> 27)) * 0x94d049bb133111ebL; + z &= 0x01FFFFFFFFFFFFFFL; + z ^= (z >>> 31); + return z; + } + + /** * Internal constructor used by all other constructors and by * method split. Establishes the initial seed for this instance, * and uses the given splitSeed to establish gamma, as well as the @@ -262,9 +281,11 @@ public class SplittableRandom { this.seed = seed; long s = splitSeed, g; do { // ensure gamma >= 13, considered as an unsigned integer - s = addGammaModGeorge(s, GAMMA_GAMMA); - g = mix64(s); - } while (Long.compareUnsigned(g, 13L) < 0); + s += GAMMA_GAMMA; + if (s >= GAMMA_PRIME) + s -= GAMMA_PRIME; + g = mix57(s); + } while (g < 13L); this.gamma = g; this.nextSplit = s; } @@ -289,6 +310,17 @@ public class SplittableRandom { return mix64(newSeed); } + /** + * Returns an initial default seed. + */ + private static long getInitialDefaultSeed() { + byte[] seedBytes = java.security.SecureRandom.getSeed(8); + long s = (long)(seedBytes[0]) & 0xffL; + for (int i = 1; i < 8; ++i) + s = (s << 8) | ((long)(seedBytes[i]) & 0xffL); + return s; + } + /* * Internal versions of nextX methods used by streams, as well as * the public nextX(origin, bound) methods. These exist mainly to @@ -364,7 +396,7 @@ public class SplittableRandom { int r = mix32(nextSeed()); if (origin < bound) { int n = bound - origin, m = n - 1; - if ((n & m) == 0L) + if ((n & m) == 0) r = (r & m) + origin; else if (n > 0) { for (int u = r >>> 1; @@ -403,12 +435,12 @@ public class SplittableRandom { /** * Creates a new SplittableRandom instance using the specified * initial seed. SplittableRandom instances created with the same - * seed generate identical sequences of values. + * seed in the same program generate identical sequences of values. * * @param seed the initial seed */ public SplittableRandom(long seed) { - this(seed, 0); + this(seed, 0L); } /** @@ -455,7 +487,7 @@ public class SplittableRandom { * @param bound the bound on the random number to be returned. Must be * positive. * @return a pseudorandom {@code int} value between zero - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if the bound is less than zero */ public int nextInt(int bound) { @@ -464,7 +496,7 @@ public class SplittableRandom { // Specialize internalNextInt for origin 0 int r = mix32(nextSeed()); int m = bound - 1; - if ((bound & m) == 0L) // power of two + if ((bound & m) == 0) // power of two r &= m; else { // reject over-represented candidates for (int u = r >>> 1; @@ -482,7 +514,7 @@ public class SplittableRandom { * @param origin the least value returned * @param bound the upper bound (exclusive) * @return a pseudorandom {@code int} value between the origin - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if {@code origin} is greater than * or equal to {@code bound} */ @@ -508,7 +540,7 @@ public class SplittableRandom { * @param bound the bound on the random number to be returned. Must be * positive. * @return a pseudorandom {@code long} value between zero - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if {@code bound} is less than zero */ public long nextLong(long bound) { @@ -535,7 +567,7 @@ public class SplittableRandom { * @param origin the least value returned * @param bound the upper bound (exclusive) * @return a pseudorandom {@code long} value between the origin - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if {@code origin} is greater than * or equal to {@code bound} */ @@ -553,7 +585,7 @@ public class SplittableRandom { * (inclusive) and one (exclusive) */ public double nextDouble() { - return (nextLong() >>> 11) * DOUBLE_UNIT; + return (mix64(nextSeed()) >>> 11) * DOUBLE_UNIT; } /** @@ -563,13 +595,13 @@ public class SplittableRandom { * @param bound the bound on the random number to be returned. Must be * positive. * @return a pseudorandom {@code double} value between zero - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if {@code bound} is less than zero */ public double nextDouble(double bound) { if (!(bound > 0.0)) throw new IllegalArgumentException("bound must be positive"); - double result = nextDouble() * bound; + double result = (mix64(nextSeed()) >>> 11) * DOUBLE_UNIT * bound; return (result < bound) ? result : // correct for rounding Double.longBitsToDouble(Double.doubleToLongBits(bound) - 1); } @@ -581,7 +613,7 @@ public class SplittableRandom { * @param origin the least value returned * @param bound the upper bound * @return a pseudorandom {@code double} value between the origin - * (inclusive) and the bound (exclusive). + * (inclusive) and the bound (exclusive) * @throws IllegalArgumentException if {@code origin} is greater than * or equal to {@code bound} */ @@ -591,6 +623,15 @@ public class SplittableRandom { return internalNextDouble(origin, bound); } + /** + * Returns a pseudorandom {@code boolean} value. + * + * @return a pseudorandom {@code boolean} value + */ + public boolean nextBoolean() { + return mix32(nextSeed()) < 0; + } + // stream methods, coded in a way intended to better isolate for // maintenance purposes the small differences across forms. @@ -614,7 +655,7 @@ public class SplittableRandom { /** * Returns an effectively unlimited stream of pseudorandom {@code int} - * values + * values. * * @implNote This method is implemented to be equivalent to {@code * ints(Long.MAX_VALUE)}. @@ -637,7 +678,7 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code int} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code streamSize} is * less than zero, or {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} @@ -664,7 +705,7 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code int} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} */ @@ -720,7 +761,7 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code long} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code streamSize} is * less than zero, or {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} @@ -747,7 +788,7 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code long} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} */ @@ -805,9 +846,9 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code double} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code streamSize} is - * less than zero. + * less than zero * @throws IllegalArgumentException if {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} */ @@ -833,7 +874,7 @@ public class SplittableRandom { * @param randomNumberOrigin the origin of each random value * @param randomNumberBound the bound of each random value * @return a stream of pseudorandom {@code double} values, - * each with the given origin and bound. + * each with the given origin and bound * @throws IllegalArgumentException if {@code randomNumberOrigin} * is greater than or equal to {@code randomNumberBound} */ @@ -854,7 +895,7 @@ public class SplittableRandom { * approach. The long and double versions of this class are * identical except for types. */ - static class RandomIntsSpliterator implements Spliterator.OfInt { + static final class RandomIntsSpliterator implements Spliterator.OfInt { final SplittableRandom rng; long index; final long fence; @@ -908,7 +949,7 @@ public class SplittableRandom { /** * Spliterator for long streams. */ - static class RandomLongsSpliterator implements Spliterator.OfLong { + static final class RandomLongsSpliterator implements Spliterator.OfLong { final SplittableRandom rng; long index; final long fence; @@ -963,7 +1004,7 @@ public class SplittableRandom { /** * Spliterator for double streams. */ - static class RandomDoublesSpliterator implements Spliterator.OfDouble { + static final class RandomDoublesSpliterator implements Spliterator.OfDouble { final SplittableRandom rng; long index; final long fence;