/*
* 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 +
'}';
}
}
}