/* |
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* Copyright (c) 2012, 2019, Oracle and/or its affiliates. All rights reserved. |
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* DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER. |
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* |
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* This code is free software; you can redistribute it and/or modify it |
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* under the terms of the GNU General Public License version 2 only, as |
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* published by the Free Software Foundation. Oracle designates this |
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* particular file as subject to the "Classpath" exception as provided |
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* by Oracle in the LICENSE file that accompanied this code. |
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* |
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* This code is distributed in the hope that it will be useful, but WITHOUT |
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* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or |
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* FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License |
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* version 2 for more details (a copy is included in the LICENSE file that |
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* accompanied this code). |
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* |
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* You should have received a copy of the GNU General Public License version |
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* 2 along with this work; if not, write to the Free Software Foundation, |
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* Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA. |
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* |
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* Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA |
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* or visit www.oracle.com if you need additional information or have any |
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* questions. |
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*/ |
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package java.util; |
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import java.util.function.DoubleConsumer; |
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import java.util.stream.Collector; |
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import java.util.stream.DoubleStream; |
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/** |
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* A state object for collecting statistics such as count, min, max, sum, and |
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* average. |
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* |
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* <p>This class is designed to work with (though does not require) |
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* {@linkplain java.util.stream streams}. For example, you can compute |
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* summary statistics on a stream of doubles with: |
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* <pre> {@code |
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* DoubleSummaryStatistics stats = doubleStream.collect(DoubleSummaryStatistics::new, |
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* DoubleSummaryStatistics::accept, |
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* DoubleSummaryStatistics::combine); |
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* }</pre> |
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* |
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* <p>{@code DoubleSummaryStatistics} can be used as a |
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* {@linkplain java.util.stream.Stream#collect(Collector) reduction} |
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* target for a {@linkplain java.util.stream.Stream stream}. For example: |
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* |
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* <pre> {@code |
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* DoubleSummaryStatistics stats = people.stream() |
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* .collect(Collectors.summarizingDouble(Person::getWeight)); |
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*}</pre> |
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* |
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* This computes, in a single pass, the count of people, as well as the minimum, |
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* maximum, sum, and average of their weights. |
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* |
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* @implNote This implementation is not thread safe. However, it is safe to use |
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* {@link java.util.stream.Collectors#summarizingDouble(java.util.function.ToDoubleFunction) |
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* Collectors.summarizingDouble()} on a parallel stream, because the parallel |
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* implementation of {@link java.util.stream.Stream#collect Stream.collect()} |
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* provides the necessary partitioning, isolation, and merging of results for |
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* safe and efficient parallel execution. |
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* |
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* <p>This implementation does not check for overflow of the count. |
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* @since 1.8 |
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*/ |
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public class DoubleSummaryStatistics implements DoubleConsumer { |
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private long count; |
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private double sum; |
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private double sumCompensation; // Low order bits of sum |
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private double simpleSum; // Used to compute right sum for non-finite inputs |
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private double min = Double.POSITIVE_INFINITY; |
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private double max = Double.NEGATIVE_INFINITY; |
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/** |
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* Constructs an empty instance with zero count, zero sum, |
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* {@code Double.POSITIVE_INFINITY} min, {@code Double.NEGATIVE_INFINITY} |
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* max and zero average. |
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*/ |
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public DoubleSummaryStatistics() { } |
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/** |
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* Constructs a non-empty instance with the specified {@code count}, |
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* {@code min}, {@code max}, and {@code sum}. |
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* |
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* <p>If {@code count} is zero then the remaining arguments are ignored and |
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* an empty instance is constructed. |
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* |
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* <p>If the arguments are inconsistent then an {@code IllegalArgumentException} |
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* is thrown. The necessary consistent argument conditions are: |
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* <ul> |
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* <li>{@code count >= 0}</li> |
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* <li>{@code (min <= max && !isNaN(sum)) || (isNaN(min) && isNaN(max) && isNaN(sum))}</li> |
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* </ul> |
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* @apiNote |
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* The enforcement of argument correctness means that the retrieved set of |
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* recorded values obtained from a {@code DoubleSummaryStatistics} source |
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* instance may not be a legal set of arguments for this constructor due to |
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* arithmetic overflow of the source's recorded count of values. |
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* The consistent argument conditions are not sufficient to prevent the |
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* creation of an internally inconsistent instance. An example of such a |
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* state would be an instance with: {@code count} = 2, {@code min} = 1, |
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* {@code max} = 2, and {@code sum} = 0. |
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* |
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* @param count the count of values |
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* @param min the minimum value |
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* @param max the maximum value |
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* @param sum the sum of all values |
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* @throws IllegalArgumentException if the arguments are inconsistent |
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* @since 10 |
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*/ |
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public DoubleSummaryStatistics(long count, double min, double max, double sum) |
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throws IllegalArgumentException { |
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if (count < 0L) { |
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throw new IllegalArgumentException("Negative count value"); |
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} else if (count > 0L) { |
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if (min > max) |
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throw new IllegalArgumentException("Minimum greater than maximum"); |
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// All NaN or non NaN |
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var ncount = DoubleStream.of(min, max, sum).filter(Double::isNaN).count(); |
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if (ncount > 0 && ncount < 3) |
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throw new IllegalArgumentException("Some, not all, of the minimum, maximum, or sum is NaN"); |
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this.count = count; |
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this.sum = sum; |
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this.simpleSum = sum; |
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this.sumCompensation = 0.0d; |
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this.min = min; |
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this.max = max; |
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} |
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// Use default field values if count == 0 |
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} |
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/** |
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* Records another value into the summary information. |
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* |
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* @param value the input value |
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*/ |
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@Override |
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public void accept(double value) { |
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++count; |
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simpleSum += value; |
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sumWithCompensation(value); |
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min = Math.min(min, value); |
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max = Math.max(max, value); |
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} |
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/** |
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* Combines the state of another {@code DoubleSummaryStatistics} into this |
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* one. |
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* |
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* @param other another {@code DoubleSummaryStatistics} |
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* @throws NullPointerException if {@code other} is null |
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*/ |
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public void combine(DoubleSummaryStatistics other) { |
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count += other.count; |
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simpleSum += other.simpleSum; |
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sumWithCompensation(other.sum); |
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sumWithCompensation(other.sumCompensation); |
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min = Math.min(min, other.min); |
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max = Math.max(max, other.max); |
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} |
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/** |
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* Incorporate a new double value using Kahan summation / |
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* compensated summation. |
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*/ |
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private void sumWithCompensation(double value) { |
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double tmp = value - sumCompensation; |
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double velvel = sum + tmp; // Little wolf of rounding error |
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sumCompensation = (velvel - sum) - tmp; |
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sum = velvel; |
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} |
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/** |
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* Return the count of values recorded. |
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* |
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* @return the count of values |
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*/ |
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public final long getCount() { |
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return count; |
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} |
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/** |
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* Returns the sum of values recorded, or zero if no values have been |
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* recorded. |
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* |
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* <p> The value of a floating-point sum is a function both of the |
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* input values as well as the order of addition operations. The |
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* order of addition operations of this method is intentionally |
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* not defined to allow for implementation flexibility to improve |
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* the speed and accuracy of the computed result. |
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* |
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* In particular, this method may be implemented using compensated |
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* summation or other technique to reduce the error bound in the |
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* numerical sum compared to a simple summation of {@code double} |
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* values. |
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* |
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* Because of the unspecified order of operations and the |
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* possibility of using differing summation schemes, the output of |
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* this method may vary on the same input values. |
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* |
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* <p>Various conditions can result in a non-finite sum being |
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* computed. This can occur even if the all the recorded values |
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* being summed are finite. If any recorded value is non-finite, |
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* the sum will be non-finite: |
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* |
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* <ul> |
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* |
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* <li>If any recorded value is a NaN, then the final sum will be |
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* NaN. |
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* |
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* <li>If the recorded values contain one or more infinities, the |
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* sum will be infinite or NaN. |
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* |
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* <ul> |
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* |
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* <li>If the recorded values contain infinities of opposite sign, |
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* the sum will be NaN. |
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* |
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* <li>If the recorded values contain infinities of one sign and |
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* an intermediate sum overflows to an infinity of the opposite |
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* sign, the sum may be NaN. |
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* |
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* </ul> |
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* |
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* </ul> |
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* |
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* It is possible for intermediate sums of finite values to |
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* overflow into opposite-signed infinities; if that occurs, the |
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* final sum will be NaN even if the recorded values are all |
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* finite. |
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* |
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* If all the recorded values are zero, the sign of zero is |
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* <em>not</em> guaranteed to be preserved in the final sum. |
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* |
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* @apiNote Values sorted by increasing absolute magnitude tend to yield |
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* more accurate results. |
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* |
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* @return the sum of values, or zero if none |
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*/ |
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public final double getSum() { |
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// Better error bounds to add both terms as the final sum |
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double tmp = sum + sumCompensation; |
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if (Double.isNaN(tmp) && Double.isInfinite(simpleSum)) |
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// If the compensated sum is spuriously NaN from |
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// accumulating one or more same-signed infinite values, |
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// return the correctly-signed infinity stored in |
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// simpleSum. |
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return simpleSum; |
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else |
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return tmp; |
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} |
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/** |
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* Returns the minimum recorded value, {@code Double.NaN} if any recorded |
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* value was NaN or {@code Double.POSITIVE_INFINITY} if no values were |
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* recorded. Unlike the numerical comparison operators, this method |
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* considers negative zero to be strictly smaller than positive zero. |
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* |
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* @return the minimum recorded value, {@code Double.NaN} if any recorded |
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* value was NaN or {@code Double.POSITIVE_INFINITY} if no values were |
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* recorded |
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*/ |
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public final double getMin() { |
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return min; |
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} |
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/** |
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* Returns the maximum recorded value, {@code Double.NaN} if any recorded |
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* value was NaN or {@code Double.NEGATIVE_INFINITY} if no values were |
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* recorded. Unlike the numerical comparison operators, this method |
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* considers negative zero to be strictly smaller than positive zero. |
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* |
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* @return the maximum recorded value, {@code Double.NaN} if any recorded |
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* value was NaN or {@code Double.NEGATIVE_INFINITY} if no values were |
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* recorded |
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*/ |
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public final double getMax() { |
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return max; |
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} |
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/** |
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* Returns the arithmetic mean of values recorded, or zero if no |
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* values have been recorded. |
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* |
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* <p> The computed average can vary numerically and have the |
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* special case behavior as computing the sum; see {@link #getSum} |
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* for details. |
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* |
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* @apiNote Values sorted by increasing absolute magnitude tend to yield |
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* more accurate results. |
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* |
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* @return the arithmetic mean of values, or zero if none |
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*/ |
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public final double getAverage() { |
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return getCount() > 0 ? getSum() / getCount() : 0.0d; |
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} |
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/** |
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* Returns a non-empty string representation of this object suitable for |
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* debugging. The exact presentation format is unspecified and may vary |
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* between implementations and versions. |
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*/ |
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@Override |
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public String toString() { |
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return String.format( |
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"%s{count=%d, sum=%f, min=%f, average=%f, max=%f}", |
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this.getClass().getSimpleName(), |
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getCount(), |
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getSum(), |
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getMin(), |
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getAverage(), |
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getMax()); |
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} |
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} |