/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package org.apache.commons.math3.stat.descriptive;

import org.apache.commons.math3.exception.MathIllegalArgumentException;
import org.apache.commons.math3.exception.NullArgumentException;
import org.apache.commons.math3.util.MathUtils;

Implementation of DescriptiveStatistics that is safe to use in a multithreaded environment. Multiple threads can safely operate on a single instance without causing runtime exceptions due to race conditions. In effect, this implementation makes modification and access methods atomic operations for a single instance. That is to say, as one thread is computing a statistic from the instance, no other thread can modify the instance nor compute another statistic.
Since:1.2
/** * Implementation of * {@link org.apache.commons.math3.stat.descriptive.DescriptiveStatistics} that * is safe to use in a multithreaded environment. Multiple threads can safely * operate on a single instance without causing runtime exceptions due to race * conditions. In effect, this implementation makes modification and access * methods atomic operations for a single instance. That is to say, as one * thread is computing a statistic from the instance, no other thread can modify * the instance nor compute another statistic. * * @since 1.2 */
public class SynchronizedDescriptiveStatistics extends DescriptiveStatistics {
Serialization UID
/** Serialization UID */
private static final long serialVersionUID = 1L;
Construct an instance with infinite window
/** * Construct an instance with infinite window */
public SynchronizedDescriptiveStatistics() { // no try-catch or advertized IAE because arg is valid this(INFINITE_WINDOW); }
Construct an instance with finite window
Params:
  • window – the finite window size.
Throws:
/** * Construct an instance with finite window * @param window the finite window size. * @throws MathIllegalArgumentException if window size is less than 1 but * not equal to {@link #INFINITE_WINDOW} */
public SynchronizedDescriptiveStatistics(int window) throws MathIllegalArgumentException { super(window); }
A copy constructor. Creates a deep-copy of the original.
Params:
  • original – the SynchronizedDescriptiveStatistics instance to copy
Throws:
/** * A copy constructor. Creates a deep-copy of the {@code original}. * * @param original the {@code SynchronizedDescriptiveStatistics} instance to copy * @throws NullArgumentException if original is null */
public SynchronizedDescriptiveStatistics(SynchronizedDescriptiveStatistics original) throws NullArgumentException { copy(original, this); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized void addValue(double v) { super.addValue(v); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized double apply(UnivariateStatistic stat) { return super.apply(stat); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized void clear() { super.clear(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized double getElement(int index) { return super.getElement(index); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized long getN() { return super.getN(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized double getStandardDeviation() { return super.getStandardDeviation(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized double getQuadraticMean() { return super.getQuadraticMean(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized double[] getValues() { return super.getValues(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized int getWindowSize() { return super.getWindowSize(); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized void setWindowSize(int windowSize) throws MathIllegalArgumentException { super.setWindowSize(windowSize); }
{@inheritDoc}
/** * {@inheritDoc} */
@Override public synchronized String toString() { return super.toString(); }
Returns a copy of this SynchronizedDescriptiveStatistics instance with the same internal state.
Returns:a copy of this
/** * Returns a copy of this SynchronizedDescriptiveStatistics instance with the * same internal state. * * @return a copy of this */
@Override public synchronized SynchronizedDescriptiveStatistics copy() { SynchronizedDescriptiveStatistics result = new SynchronizedDescriptiveStatistics(); // No try-catch or advertised exception because arguments are guaranteed non-null copy(this, result); return result; }
Copies source to dest.

Neither source nor dest can be null.

Acquires synchronization lock on source, then dest before copying.

Params:
  • source – SynchronizedDescriptiveStatistics to copy
  • dest – SynchronizedDescriptiveStatistics to copy to
Throws:
/** * Copies source to dest. * <p>Neither source nor dest can be null.</p> * <p>Acquires synchronization lock on source, then dest before copying.</p> * * @param source SynchronizedDescriptiveStatistics to copy * @param dest SynchronizedDescriptiveStatistics to copy to * @throws NullArgumentException if either source or dest is null */
public static void copy(SynchronizedDescriptiveStatistics source, SynchronizedDescriptiveStatistics dest) throws NullArgumentException { MathUtils.checkNotNull(source); MathUtils.checkNotNull(dest); synchronized (source) { synchronized (dest) { DescriptiveStatistics.copy(source, dest); } } } }