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 * Copyright 2010, 2013 Coda Hale and Yammer, Inc.
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 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
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 *     http://www.apache.org/licenses/LICENSE-2.0
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package org.glassfish.jersey.server.internal.monitoring.core;

import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.ThreadLocalRandom;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicLong;
import java.util.concurrent.atomic.AtomicLongArray;

A random sampling reservoir of a stream of longs. Uses Vitter's Algorithm R to produce a statistically representative sample.
Author:Stepan Vavra, Dropwizard Team
See Also:
/** * A random sampling reservoir of a stream of {@code long}s. Uses Vitter's Algorithm R to produce a statistically representative * sample. * * @author Stepan Vavra * @author Dropwizard Team * @see <a href="http://www.cs.umd.edu/~samir/498/vitter.pdf">Random Sampling with a Reservoir</a> * @see <a href="https://github.com/dropwizard/metrics">https://github.com/dropwizard/metrics</a> */
public class UniformTimeReservoir implements TimeReservoir<Long> { private final long startTime; private final TimeUnit startTimeUnit; private static final int DEFAULT_SIZE = 1024; private static final int BITS_PER_LONG = 63; private final AtomicLong count = new AtomicLong(); private final AtomicLongArray values;
Creates a new UniformTimeReservoir instance of 1024 elements, which offers a 99.9% confidence level with a 5% margin of error assuming a normal distribution.
Params:
  • startTime – The start time
  • startTimeUnit – The start time unit
/** * Creates a new {@code UniformTimeReservoir} instance of 1024 elements, which offers a 99.9% confidence level * with a 5% margin of error assuming a normal distribution. * * @param startTime The start time * @param startTimeUnit The start time unit */
public UniformTimeReservoir(final long startTime, final TimeUnit startTimeUnit) { this(DEFAULT_SIZE, startTime, startTimeUnit); }
Creates a new UniformTimeReservoir instance.
Params:
  • size – the number of samples to keep in the sampling reservoir
  • startTime – The start time
  • startTimeUnit – The start time unit
/** * Creates a new {@code UniformTimeReservoir} instance. * * @param size the number of samples to keep in the sampling reservoir * @param startTime The start time * @param startTimeUnit The start time unit */
public UniformTimeReservoir(int size, final long startTime, final TimeUnit startTimeUnit) { this.startTime = startTime; this.startTimeUnit = startTimeUnit; this.values = new AtomicLongArray(size); for (int i = 0; i < values.length(); i++) { values.set(i, 0); } count.set(0); } @Override public int size(final long time, final TimeUnit timeUnit) { final long c = count.get(); if (c > values.length()) { return values.length(); } return (int) c; } @Override public void update(Long value, final long time, final TimeUnit timeUnit) { final long c = count.incrementAndGet(); if (c <= values.length()) { values.set((int) c - 1, value); } else { final long r = nextLong(c); if (r < values.length()) { values.set((int) r, value); } } }
Get a pseudo-random long uniformly between 0 and n-1. Stolen from Random.nextInt().
Params:
  • n – the bound
Returns:a value select randomly from the range [0..n).
/** * Get a pseudo-random long uniformly between 0 and n-1. Stolen from {@link java.util.Random#nextInt()}. * * @param n the bound * @return a value select randomly from the range {@code [0..n)}. */
private static long nextLong(long n) { long bits; long val; do { bits = ThreadLocalRandom.current().nextLong() & (~(1L << BITS_PER_LONG)); val = bits % n; } while (bits - val + (n - 1) < 0L); return val; } @Override public UniformTimeSnapshot getSnapshot(final long time, final TimeUnit timeUnit) { final int s = size(time, timeUnit); final List<Long> copy = new ArrayList<>(s); for (int i = 0; i < s; i++) { copy.add(values.get(i)); } return new UniformTimeValuesSnapshot(copy, startTimeUnit.convert(time, timeUnit) - startTime, startTimeUnit) {
Method size must be overridden because it returns the values size by default which is UniformTimeReservoir.DEFAULT_SIZE.
Returns:total number of data entries in the reservoir.
/** * Method size must be overridden because it returns the values size by default which is {@link * UniformTimeReservoir#DEFAULT_SIZE}. * * @return total number of data entries in the reservoir. */
@Override public long size() { return count.get(); } }; } @Override public long interval(final TimeUnit timeUnit) { // Uniform Interval returns 0 for infinity return 0; } }