org.apache.commons.statistics.descriptive.SumOfLogs Maven / Gradle / Ivy

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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.statistics.descriptive;

/**
 * Returns the sum of the {@link Math#log(double) natural logarithm} of available values.
 *
 * 
 *   The result is zero if no values are added.
 *   
The result is {@code NaN} if any of the values is {@code NaN}.
 *   
The result is {@code NaN} if any of the values is negative.
 * 
 *
 * The sum follows the IEEE754 result for summing infinite values:
 *
 * 

 *   The result is {@code +infinity} if all values are in the range {@code (0, +infinity]}
 *       and at least one value is {@code +infinity}.
 *   
The result is {@code -infinity} if all values are in the range {@code [0, +infinity)}
 *       and at least one value is zero.
 *   
The result is {@code NaN} if all values are in the range {@code [0, +infinity]}
 *       and at least one value is zero, and one value is {@code +infinity}.
 * 
 *
 * This class is designed to work with (though does not require)
 * {@linkplain java.util.stream streams}.
 *
 * 
This instance is not thread safe.
 * If multiple threads access an instance of this class concurrently,
 * and at least one of the threads invokes the {@link java.util.function.DoubleConsumer#accept(double) accept} or
 * {@link StatisticAccumulator#combine(StatisticResult) combine} method, it must be synchronized externally.
 *
 * 
However, it is safe to use {@link java.util.function.DoubleConsumer#accept(double) accept}
 * and {@link StatisticAccumulator#combine(StatisticResult) combine}
 * as {@code accumulator} and {@code combiner} functions of
 * {@link java.util.stream.Collector Collector} on a parallel stream,
 * because the parallel instance of {@link java.util.stream.Stream#collect Stream.collect()}
 * provides the necessary partitioning, isolation, and merging of results for
 * safe and efficient parallel execution.
 *
 * @see org.apache.commons.numbers.core.Sum
 * @see Math#log(double)
 * @since 1.1
 */
public final class SumOfLogs implements DoubleStatistic, StatisticAccumulator {

    /** {@link org.apache.commons.numbers.core.Sum Sum} used to compute the sum. */
    private final org.apache.commons.numbers.core.Sum delegate =
            org.apache.commons.numbers.core.Sum.create();

    /**
     * Create an instance.
     */
    private SumOfLogs() {
        // No-op
    }

    /**
     * Creates an instance.
     *
     * 
The initial result is zero.
     *
     * @return {@code SumOfLogs} instance.
     */
    public static SumOfLogs create() {
        return new SumOfLogs();
    }

    /**
     * Returns an instance populated using the input {@code values}.
     *
     * 
The result is {@code NaN} if any of the values is {@code NaN}
     * or negative; or the sum at any point is a {@code NaN}.
     *
     * 
When the input is an empty array, the result is zero.
     *
     * @param values Values.
     * @return {@code SumOfLogs} instance.
     */
    public static SumOfLogs of(double... values) {
        return Statistics.add(new SumOfLogs(), values);
    }

    /**
     * Returns an instance populated using the input {@code values}.
     *
     * 
The result is {@code NaN} if any of the values is negative.
     *
     * 
When the input is an empty array, the result is zero.
     *
     * @param values Values.
     * @return {@code SumOfLogs} instance.
     */
    public static SumOfLogs of(int... values) {
        return Statistics.add(new SumOfLogs(), values);
    }

    /**
     * Returns an instance populated using the input {@code values}.
     *
     * 
The result is {@code NaN} if any of the values is negative.
     *
     * 
When the input is an empty array, the result is zero.
     *
     * @param values Values.
     * @return {@code SumOfLogs} instance.
     */
    public static SumOfLogs of(long... values) {
        return Statistics.add(new SumOfLogs(), values);
    }

    /**
     * Updates the state of the statistic to reflect the addition of {@code value}.
     *
     * @param value Value.
     */
    @Override
    public void accept(double value) {
        delegate.accept(Math.log(value));
    }

    /**
     * Gets the sum of all input values.
     *
     * When no values have been added, the result is zero.
     *
     * @return sum of all values.
     */
    @Override
    public double getAsDouble() {
        return delegate.getAsDouble();
    }

    @Override
    public SumOfLogs combine(SumOfLogs other) {
        delegate.add(other.delegate);
        return this;
    }
}