/* * Copyright (c) 2010-2012 Grid Dynamics Consulting Services, Inc, All Rights Reserved * http://www.griddynamics.com * * This library is free software; you can redistribute it and/or modify it under the terms of * the Apache License; either * version 2.0 of the License, or any later version. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ package com.griddynamics.jagger.engine.e1.collector; import com.google.common.collect.Lists; import java.util.List; import static com.griddynamics.jagger.util.StandardMetricsNamesUtil.STANDARD_DEVIATION_AGGREGATOR_ID; /** Calculates standard deviation on the interval * @author Nikolay Musienko * * @ingroup Main_Aggregators_group */ public class StdDevMetricAggregatorProvider implements MetricAggregatorProvider { /** Method is called to provide instance of private class: \b StdDevMetricAggregator that implements @ref MetricAggregator<C extends Number> and calculates standard deviation on interval */ @Override public MetricAggregator provide() { return new StdDevMetricAggregator(); } private static class StdDevMetricAggregator implements MetricAggregator<Number> { List<Number> points = null; private double getMean() { double sum = 0; for (Number d : points) { sum += d.doubleValue(); } return sum / points.size(); } @Override public void append(Number calculated) { if (points == null) points = Lists.newLinkedList(); points.add(calculated); } @Override public Number getAggregated() { if (points == null) return null; double mean = getMean(); double sum = 0; for (Number d : points) { sum += (d.doubleValue() - mean) * (d.doubleValue() - mean); } return Math.sqrt(sum / points.size()); } @Override public void reset() { points = null; } @Override public String getName() { return STANDARD_DEVIATION_AGGREGATOR_ID; } @Override public String toString() { return "StdDevMetricAggregator{" + "points=" + points + '}'; } } }