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/* * 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.summary; import java.io.Serializable; import org.apache.commons.math3.exception.MathIllegalArgumentException; import org.apache.commons.math3.exception.NullArgumentException; import org.apache.commons.math3.stat.descriptive.AbstractStorelessUnivariateStatistic; import org.apache.commons.math3.stat.descriptive.WeightedEvaluation; import org.apache.commons.math3.util.FastMath; import org.apache.commons.math3.util.MathUtils; /** * Returns the product of the available values. * <p> * If there are no values in the dataset, then 1 is returned. * If any of the values are * <code>NaN</code>, then <code>NaN</code> is returned.</p> * <p> * <strong>Note that this implementation is not synchronized.</strong> If * multiple threads access an instance of this class concurrently, and at least * one of the threads invokes the <code>increment()</code> or * <code>clear()</code> method, it must be synchronized externally.</p> * * @version $Id: Product.java 1416643 2012-12-03 19:37:14Z tn $ */ public class Product extends AbstractStorelessUnivariateStatistic implements Serializable, WeightedEvaluation { /** Serializable version identifier */ private static final long serialVersionUID = 2824226005990582538L; /**The number of values that have been added */ private long n; /** * The current Running Product. */ private double value; /** * Create a Product instance */ public Product() { n = 0; value = 1; } /** * Copy constructor, creates a new {@code Product} identical * to the {@code original} * * @param original the {@code Product} instance to copy * @throws NullArgumentException if original is null */ public Product(Product original) throws NullArgumentException { copy(original, this); } /** * {@inheritDoc} */ @Override public void increment(final double d) { value *= d; n++; } /** * {@inheritDoc} */ @Override public double getResult() { return value; } /** * {@inheritDoc} */ public long getN() { return n; } /** * {@inheritDoc} */ @Override public void clear() { value = 1; n = 0; } /** * Returns the product of the entries in the specified portion of * the input array, or <code>Double.NaN</code> if the designated subarray * is empty. * <p> * Throws <code>MathIllegalArgumentException</code> if the array is null.</p> * * @param values the input array * @param begin index of the first array element to include * @param length the number of elements to include * @return the product of the values or 1 if length = 0 * @throws MathIllegalArgumentException if the array is null or the array index * parameters are not valid */ @Override public double evaluate(final double[] values, final int begin, final int length) throws MathIllegalArgumentException { double product = Double.NaN; if (test(values, begin, length, true)) { product = 1.0; for (int i = begin; i < begin + length; i++) { product *= values[i]; } } return product; } /** * <p>Returns the weighted product of the entries in the specified portion of * the input array, or <code>Double.NaN</code> if the designated subarray * is empty.</p> * * <p>Throws <code>MathIllegalArgumentException</code> if any of the following are true: * <ul><li>the values array is null</li> * <li>the weights array is null</li> * <li>the weights array does not have the same length as the values array</li> * <li>the weights array contains one or more infinite values</li> * <li>the weights array contains one or more NaN values</li> * <li>the weights array contains negative values</li> * <li>the start and length arguments do not determine a valid array</li> * </ul></p> * * <p>Uses the formula, <pre> * weighted product = ∏values[i]<sup>weights[i]</sup> * </pre> * that is, the weights are applied as exponents when computing the weighted product.</p> * * @param values the input array * @param weights the weights array * @param begin index of the first array element to include * @param length the number of elements to include * @return the product of the values or 1 if length = 0 * @throws MathIllegalArgumentException if the parameters are not valid * @since 2.1 */ public double evaluate(final double[] values, final double[] weights, final int begin, final int length) throws MathIllegalArgumentException { double product = Double.NaN; if (test(values, weights, begin, length, true)) { product = 1.0; for (int i = begin; i < begin + length; i++) { product *= FastMath.pow(values[i], weights[i]); } } return product; } /** * <p>Returns the weighted product of the entries in the input array.</p> * * <p>Throws <code>MathIllegalArgumentException</code> if any of the following are true: * <ul><li>the values array is null</li> * <li>the weights array is null</li> * <li>the weights array does not have the same length as the values array</li> * <li>the weights array contains one or more infinite values</li> * <li>the weights array contains one or more NaN values</li> * <li>the weights array contains negative values</li> * </ul></p> * * <p>Uses the formula, <pre> * weighted product = ∏values[i]<sup>weights[i]</sup> * </pre> * that is, the weights are applied as exponents when computing the weighted product.</p> * * @param values the input array * @param weights the weights array * @return the product of the values or Double.NaN if length = 0 * @throws MathIllegalArgumentException if the parameters are not valid * @since 2.1 */ public double evaluate(final double[] values, final double[] weights) throws MathIllegalArgumentException { return evaluate(values, weights, 0, values.length); } /** * {@inheritDoc} */ @Override public Product copy() { Product result = new Product(); // No try-catch or advertised exception because args are valid copy(this, result); return result; } /** * Copies source to dest. * <p>Neither source nor dest can be null.</p> * * @param source Product to copy * @param dest Product to copy to * @throws NullArgumentException if either source or dest is null */ public static void copy(Product source, Product dest) throws NullArgumentException { MathUtils.checkNotNull(source); MathUtils.checkNotNull(dest); dest.setData(source.getDataRef()); dest.n = source.n; dest.value = source.value; } }