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Mongoose is a high-load storage performance testing tool
package com.emc.mongoose.api.metrics;
/**
Created by kurila on 18.07.16.
*/
import com.codahale.metrics.Reservoir;
import com.codahale.metrics.Snapshot;
import com.codahale.metrics.UniformSnapshot;
import com.github.akurilov.commons.math.Random;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicLong;
import java.util.concurrent.atomic.AtomicLongArray;
/**
* A random sampling reservoir of a stream of {@code long}s. Uses Vitter's Algorithm R to produce a
* statistically representative sample.
*
* @see Random Sampling with a Reservoir
*/
public class UnsafeButFasterUniformReservoir implements Reservoir {
private static final int DEFAULT_SIZE = 1028;
private static final int BITS_PER_LONG = 63;
private final AtomicLong count = new AtomicLong(0);
private final AtomicLongArray values;
private static final Random RND = new Random();
/**
* Creates a new {@link com.codahale.metrics.UniformReservoir} of 1028 elements, which offers a 99.9% confidence level
* with a 5% margin of error assuming a normal distribution.
*/
public UnsafeButFasterUniformReservoir() {
this(DEFAULT_SIZE);
}
/**
* Creates a new {@link com.codahale.metrics.UniformReservoir}.
*
* @param size the number of samples to keep in the sampling reservoir
*/
public UnsafeButFasterUniformReservoir(int size) {
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 c = count.get();
if(c > values.length()) {
return values.length();
}
return (int) c;
}
@Override
public void update(long value) {
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
* {@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, val;
do {
bits = RND.nextLong() & (~(1L << BITS_PER_LONG));
val = bits % n;
} while (bits - val + (n - 1) < 0L);
return val;
}
@Override
public Snapshot getSnapshot() {
final int s = size();
final List copy = new ArrayList(s);
for(int i = 0; i < s; i++) {
copy.add(values.get(i));
}
return new UniformSnapshot(copy);
}
}
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