Examples with RandomEngine cern.jet.random.engine.RandomEngine used on opensource projects

Example 1 with RandomEngine

use of cern.jet.random.engine.RandomEngine in project stream-lib by addthis.

the class QDigestTest method testComprehensiveOnMixture.

@Test
public void testComprehensiveOnMixture() {
    RandomEngine r = new MersenneTwister64(0);
    Normal[] dists = new Normal[] { new Normal(100, 50, r), new Normal(150, 20, r), new Normal(500, 300, r), new Normal(10000, 10000, r), new Normal(1200, 300, r) };
    for (int numSamples : new int[] { 1, 10, 100, 1000, 10000 }) {
        long[][] samples = new long[dists.length][];
        for (int i = 0; i < dists.length; ++i) {
            samples[i] = new long[numSamples];
            for (int j = 0; j < samples[i].length; ++j) {
                samples[i][j] = (long) Math.max(0, dists[i].nextDouble());
            }
        }
        double compressionFactor = 1000;
        int logCapacity = 1;
        long max = 0;
        for (long[] s : samples) {
            for (long x : s) max = Math.max(max, x);
        }
        for (double scale = 1; scale < max; scale *= 2, logCapacity++) {
            ;
        }
        double eps = logCapacity / compressionFactor;
        QDigest[] digests = new QDigest[dists.length];
        for (int i = 0; i < digests.length; ++i) {
            digests[i] = new QDigest(compressionFactor);
            for (long x : samples[i]) {
                digests[i].offer(x);
            }
            assertEquals(samples[i].length, digests[i].computeActualSize());
        }
        int numTotal = 0;
        for (int i = 0; i < digests.length; ++i) {
            for (double q = 0; q <= 1; q += 0.01) {
                long res = digests[i].getQuantile(q);
                double[] actualRank = actualRankOf(res, samples[i]);
                assertTrue(actualRank[0] + " .. " + actualRank[1] + " outside error bound for  " + q, q >= actualRank[0] - eps && q <= actualRank[1] + eps);
            }
            // Test the same on the union of all distributions up to i-th
            numTotal += samples[i].length;
            long[] total = new long[numTotal];
            int offset = 0;
            QDigest totalDigest = new QDigest(compressionFactor);
            long expectedSize = 0;
            for (int j = 0; j <= i; ++j) {
                System.arraycopy(samples[j], 0, total, offset, samples[j].length);
                offset += samples[j].length;
                totalDigest = QDigest.unionOf(totalDigest, digests[j]);
                expectedSize += samples[j].length;
            }
            assertEquals(expectedSize, totalDigest.computeActualSize());
            for (double q = 0; q <= 1; q += 0.01) {
                long res = totalDigest.getQuantile(q);
                double[] actualRank = actualRankOf(res, total);
                assertTrue(actualRank[0] + " .. " + actualRank[1] + " outside error bound for  " + q, q >= actualRank[0] - eps && q <= actualRank[1] + eps);
            }
        }
    }
}

Example 2 with RandomEngine

use of cern.jet.random.engine.RandomEngine in project stream-lib by addthis.

the class TestStochasticTopper method testZipfianDistribution.

@Test
public void testZipfianDistribution() {
    RandomEngine re = RandomEngine.makeDefault();
    for (int i = 0; i < NUM_ITERATIONS; i++) {
        int z = Distributions.nextZipfInt(1.2D, re);
        vs.offer(z);
    }
    List<Integer> top = vs.peek(5);
    System.out.println("Zipfian:");
    for (Integer e : top) {
        System.out.println(e);
    }
    int tippyTop = top.get(0);
    assertTrue(tippyTop < 3);
}

Example 3 with RandomEngine

use of cern.jet.random.engine.RandomEngine in project stream-lib by addthis.

the class TestStochasticTopper method testGeometricDistribution.

@Test
public void testGeometricDistribution() {
    RandomEngine re = RandomEngine.makeDefault();
    for (int i = 0; i < NUM_ITERATIONS; i++) {
        int z = Distributions.nextGeometric(0.25, re);
        vs.offer(z);
    }
    List<Integer> top = vs.peek(5);
    System.out.println("Geometric:");
    for (Integer e : top) {
        System.out.println(e);
    }
    int tippyTop = top.get(0);
    assertTrue(tippyTop < 3);
}

Example 4 with RandomEngine

use of cern.jet.random.engine.RandomEngine in project stream-lib by addthis.

the class TestStreamSummary method testGeometricDistribution.

@Test
public void testGeometricDistribution() {
    StreamSummary<Integer> vs = new StreamSummary<Integer>(10);
    RandomEngine re = RandomEngine.makeDefault();
    for (int i = 0; i < NUM_ITERATIONS; i++) {
        int z = Distributions.nextGeometric(0.25, re);
        vs.offer(z);
    }
    List<Integer> top = vs.peek(5);
    System.out.println("Geometric:");
    for (Integer e : top) {
        System.out.println(e);
    }
    int tippyTop = top.get(0);
    assertEquals(0, tippyTop);
    System.out.println(vs);
}

Example 5 with RandomEngine

use of cern.jet.random.engine.RandomEngine in project micrometer by micrometer-metrics.

the class CounterSample method main.

public static void main(String[] args) {
    MeterRegistry registry = SampleConfig.myMonitoringSystem();
    Counter counter = registry.counter("counter", "method", "actual");
    AtomicInteger n = new AtomicInteger(0);
    registry.more().counter("counter", Tags.of("method", "function"), n);
    RandomEngine r = new MersenneTwister64(0);
    Normal dist = new Normal(0, 1, r);
    Flux.interval(Duration.ofMillis(10)).doOnEach(d -> {
        if (dist.nextDouble() + 0.1 > 0) {
            counter.increment();
            n.incrementAndGet();
        }
    }).blockLast();
}