1dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond/*
2dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * Licensed to the Apache Software Foundation (ASF) under one or more
3dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * contributor license agreements.  See the NOTICE file distributed with
4dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * this work for additional information regarding copyright ownership.
5dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * The ASF licenses this file to You under the Apache License, Version 2.0
6dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * (the "License"); you may not use this file except in compliance with
7dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * the License.  You may obtain a copy of the License at
8dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond *
9dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond *      http://www.apache.org/licenses/LICENSE-2.0
10dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond *
11dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * Unless required by applicable law or agreed to in writing, software
12dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * distributed under the License is distributed on an "AS IS" BASIS,
13dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * See the License for the specific language governing permissions and
15dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * limitations under the License.
16dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond */
17dee0849a9704d532af0b550146cbafbaa6ee1d19Raymondpackage org.apache.commons.math.stat.descriptive;
18dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
19dee0849a9704d532af0b550146cbafbaa6ee1d19Raymondimport org.apache.commons.math.exception.util.LocalizedFormats;
20dee0849a9704d532af0b550146cbafbaa6ee1d19Raymondimport org.apache.commons.math.exception.NullArgumentException;
21dee0849a9704d532af0b550146cbafbaa6ee1d19Raymondimport org.apache.commons.math.util.MathUtils;
22dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
23dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond/**
24dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond *
25dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * Abstract implementation of the {@link StorelessUnivariateStatistic} interface.
26dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * <p>
27dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * Provides default <code>evaluate()</code> and <code>incrementAll(double[])<code>
28dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * implementations.</p>
29dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * <p>
30dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * <strong>Note that these implementations are not synchronized.</strong></p>
31dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond *
32dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond * @version $Revision: 983921 $ $Date: 2010-08-10 12:46:06 +0200 (mar. 10 août 2010) $
33dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond */
34dee0849a9704d532af0b550146cbafbaa6ee1d19Raymondpublic abstract class AbstractStorelessUnivariateStatistic
35dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    extends AbstractUnivariateStatistic
36dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    implements StorelessUnivariateStatistic {
37dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
38dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
39dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * This default implementation calls {@link #clear}, then invokes
40dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@link #increment} in a loop over the the input array, and then uses
41dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@link #getResult} to compute the return value.
42dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
43dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Note that this implementation changes the internal state of the
44dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * statistic.  Its side effects are the same as invoking {@link #clear} and
45dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * then {@link #incrementAll(double[])}.</p>
46dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
47dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Implementations may override this method with a more efficient and
48dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * possibly more accurate implementation that works directly with the
49dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * input array.</p>
50dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
51dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * If the array is null, an IllegalArgumentException is thrown.</p>
52dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param values input array
53dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @return the value of the statistic applied to the input array
54dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @see org.apache.commons.math.stat.descriptive.UnivariateStatistic#evaluate(double[])
55dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
56dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    @Override
57dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public double evaluate(final double[] values) {
58dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        if (values == null) {
59dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            throw new NullArgumentException(LocalizedFormats.INPUT_ARRAY);
60dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
61dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        return evaluate(values, 0, values.length);
62dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
63dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
64dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
65dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * This default implementation calls {@link #clear}, then invokes
66dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@link #increment} in a loop over the specified portion of the input
67dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * array, and then uses {@link #getResult} to compute the return value.
68dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
69dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Note that this implementation changes the internal state of the
70dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * statistic.  Its side effects are the same as invoking {@link #clear} and
71dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * then {@link #incrementAll(double[], int, int)}.</p>
72dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
73dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Implementations may override this method with a more efficient and
74dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * possibly more accurate implementation that works directly with the
75dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * input array.</p>
76dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
77dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * If the array is null or the index parameters are not valid, an
78dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * IllegalArgumentException is thrown.</p>
79dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param values the input array
80dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param begin the index of the first element to include
81dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param length the number of elements to include
82dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @return the value of the statistic applied to the included array entries
83dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @see org.apache.commons.math.stat.descriptive.UnivariateStatistic#evaluate(double[], int, int)
84dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
85dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    @Override
86dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public double evaluate(final double[] values, final int begin, final int length) {
87dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        if (test(values, begin, length)) {
88dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            clear();
89dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            incrementAll(values, begin, length);
90dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
91dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        return getResult();
92dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
93dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
94dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
95dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@inheritDoc}
96dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
97dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    @Override
98dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public abstract StorelessUnivariateStatistic copy();
99dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
100dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
101dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@inheritDoc}
102dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
103dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public abstract void clear();
104dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
105dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
106dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@inheritDoc}
107dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
108dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public abstract double getResult();
109dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
110dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
111dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * {@inheritDoc}
112dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
113dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public abstract void increment(final double d);
114dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
115dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
116dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * This default implementation just calls {@link #increment} in a loop over
117dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * the input array.
118dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
119dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Throws IllegalArgumentException if the input values array is null.</p>
120dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     *
121dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param values values to add
122dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @throws IllegalArgumentException if values is null
123dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @see org.apache.commons.math.stat.descriptive.StorelessUnivariateStatistic#incrementAll(double[])
124dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
125dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public void incrementAll(double[] values) {
126dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        if (values == null) {
127dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            throw new NullArgumentException(LocalizedFormats.INPUT_ARRAY);
128dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
129dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        incrementAll(values, 0, values.length);
130dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
131dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
132dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
133dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * This default implementation just calls {@link #increment} in a loop over
134dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * the specified portion of the input array.
135dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <p>
136dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Throws IllegalArgumentException if the input values array is null.</p>
137dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     *
138dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param values  array holding values to add
139dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param begin   index of the first array element to add
140dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param length  number of array elements to add
141dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @throws IllegalArgumentException if values is null
142dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @see org.apache.commons.math.stat.descriptive.StorelessUnivariateStatistic#incrementAll(double[], int, int)
143dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
144dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public void incrementAll(double[] values, int begin, int length) {
145dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        if (test(values, begin, length)) {
146dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            int k = begin + length;
147dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            for (int i = begin; i < k; i++) {
148dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond                increment(values[i]);
149dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            }
150dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
151dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
152dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
153dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
154dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Returns true iff <code>object</code> is an
155dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * <code>AbstractStorelessUnivariateStatistic</code> returning the same
156dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * values as this for <code>getResult()</code> and <code>getN()</code>
157dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @param object object to test equality against.
158dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @return true if object returns the same value as this
159dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
160dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    @Override
161dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public boolean equals(Object object) {
162dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        if (object == this ) {
163dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            return true;
164dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
165dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond       if (object instanceof AbstractStorelessUnivariateStatistic == false) {
166dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond            return false;
167dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        }
168dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        AbstractStorelessUnivariateStatistic stat = (AbstractStorelessUnivariateStatistic) object;
169dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        return MathUtils.equalsIncludingNaN(stat.getResult(), this.getResult()) &&
170dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond               MathUtils.equalsIncludingNaN(stat.getN(), this.getN());
171dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
172dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
173dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    /**
174dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * Returns hash code based on getResult() and getN()
175dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     *
176dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     * @return hash code
177dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond     */
178dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    @Override
179dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    public int hashCode() {
180dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond        return 31* (31 + MathUtils.hash(getResult())) + MathUtils.hash(getN());
181dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond    }
182dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond
183dee0849a9704d532af0b550146cbafbaa6ee1d19Raymond}
184