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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;
import org.apache.commons.math3.exception.util.LocalizedFormats;
import org.apache.commons.math3.exception.MathIllegalArgumentException;
import org.apache.commons.math3.exception.NullArgumentException;
import org.apache.commons.math3.util.MathUtils;
import org.apache.commons.math3.util.Precision;
/**
*
* Abstract implementation of the {@link StorelessUnivariateStatistic} interface.
* <p>
* Provides default <code>evaluate()</code> and <code>incrementAll(double[])</code>
* implementations.</p>
* <p>
* <strong>Note that these implementations are not synchronized.</strong></p>
*
*/
public abstract class AbstractStorelessUnivariateStatistic
extends AbstractUnivariateStatistic
implements StorelessUnivariateStatistic {
/**
* This default implementation calls {@link #clear}, then invokes
* {@link #increment} in a loop over the the input array, and then uses
* {@link #getResult} to compute the return value.
* <p>
* Note that this implementation changes the internal state of the
* statistic. Its side effects are the same as invoking {@link #clear} and
* then {@link #incrementAll(double[])}.</p>
* <p>
* Implementations may override this method with a more efficient and
* possibly more accurate implementation that works directly with the
* input array.</p>
* <p>
* If the array is null, a MathIllegalArgumentException is thrown.</p>
* @param values input array
* @return the value of the statistic applied to the input array
* @throws MathIllegalArgumentException if values is null
* @see org.apache.commons.math3.stat.descriptive.UnivariateStatistic#evaluate(double[])
*/
@Override
public double evaluate(final double[] values) throws MathIllegalArgumentException {
if (values == null) {
throw new NullArgumentException(LocalizedFormats.INPUT_ARRAY);
}
return evaluate(values, 0, values.length);
}
/**
* This default implementation calls {@link #clear}, then invokes
* {@link #increment} in a loop over the specified portion of the input
* array, and then uses {@link #getResult} to compute the return value.
* <p>
* Note that this implementation changes the internal state of the
* statistic. Its side effects are the same as invoking {@link #clear} and
* then {@link #incrementAll(double[], int, int)}.</p>
* <p>
* Implementations may override this method with a more efficient and
* possibly more accurate implementation that works directly with the
* input array.</p>
* <p>
* If the array is null or the index parameters are not valid, an
* MathIllegalArgumentException is thrown.</p>
* @param values the input array
* @param begin the index of the first element to include
* @param length the number of elements to include
* @return the value of the statistic applied to the included array entries
* @throws MathIllegalArgumentException if the array is null or the indices are not valid
* @see org.apache.commons.math3.stat.descriptive.UnivariateStatistic#evaluate(double[], int, int)
*/
@Override
public double evaluate(final double[] values, final int begin,
final int length) throws MathIllegalArgumentException {
if (test(values, begin, length)) {
clear();
incrementAll(values, begin, length);
}
return getResult();
}
/**
* {@inheritDoc}
*/
@Override
public abstract StorelessUnivariateStatistic copy();
/**
* {@inheritDoc}
*/
public abstract void clear();
/**
* {@inheritDoc}
*/
public abstract double getResult();
/**
* {@inheritDoc}
*/
public abstract void increment(final double d);
/**
* This default implementation just calls {@link #increment} in a loop over
* the input array.
* <p>
* Throws IllegalArgumentException if the input values array is null.</p>
*
* @param values values to add
* @throws MathIllegalArgumentException if values is null
* @see org.apache.commons.math3.stat.descriptive.StorelessUnivariateStatistic#incrementAll(double[])
*/
public void incrementAll(double[] values) throws MathIllegalArgumentException {
if (values == null) {
throw new NullArgumentException(LocalizedFormats.INPUT_ARRAY);
}
incrementAll(values, 0, values.length);
}
/**
* This default implementation just calls {@link #increment} in a loop over
* the specified portion of the input array.
* <p>
* Throws IllegalArgumentException if the input values array is null.</p>
*
* @param values array holding values to add
* @param begin index of the first array element to add
* @param length number of array elements to add
* @throws MathIllegalArgumentException if values is null
* @see org.apache.commons.math3.stat.descriptive.StorelessUnivariateStatistic#incrementAll(double[], int, int)
*/
public void incrementAll(double[] values, int begin, int length) throws MathIllegalArgumentException {
if (test(values, begin, length)) {
int k = begin + length;
for (int i = begin; i < k; i++) {
increment(values[i]);
}
}
}
/**
* Returns true iff <code>object</code> is an
* <code>AbstractStorelessUnivariateStatistic</code> returning the same
* values as this for <code>getResult()</code> and <code>getN()</code>
* @param object object to test equality against.
* @return true if object returns the same value as this
*/
@Override
public boolean equals(Object object) {
if (object == this ) {
return true;
}
if (object instanceof AbstractStorelessUnivariateStatistic == false) {
return false;
}
AbstractStorelessUnivariateStatistic stat = (AbstractStorelessUnivariateStatistic) object;
return Precision.equalsIncludingNaN(stat.getResult(), this.getResult()) &&
Precision.equalsIncludingNaN(stat.getN(), this.getN());
}
/**
* Returns hash code based on getResult() and getN()
*
* @return hash code
*/
@Override
public int hashCode() {
return 31* (31 + MathUtils.hash(getResult())) + MathUtils.hash(getN());
}
}
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