/******************************************************************************* * * Copyright (c) 2004-2009 Oracle Corporation. * * All rights reserved. This program and the accompanying materials * are made available under the terms of the Eclipse Public License v1.0 * which accompanies this distribution, and is available at * http://www.eclipse.org/legal/epl-v10.html * * Contributors: * * Kohsuke Kawaguchi * * *******************************************************************************/ package hudson.model; import hudson.CopyOnWrite; import org.kohsuke.stapler.export.ExportedBean; import org.kohsuke.stapler.export.Exported; /** * Scalar value that changes over the time (such as load average, Q length, # of * executors, etc.) * * <p> This class computes <a * href="http://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average"> * the exponential moving average</a> from the raw data (to be supplied by * {@link #update(float)}). * * @author Kohsuke Kawaguchi */ @ExportedBean public final class TimeSeries { /** * Decay ratio. Normally 1-e for some small e. */ private final float decay; /** * Historical exponential moving average data. Newer ones first. */ @CopyOnWrite private volatile float[] history; /** * Maximum history size. */ private final int historySize; public TimeSeries(float initialValue, float decay, int historySize) { this.history = new float[]{initialValue}; this.decay = decay; this.historySize = historySize; } /** * Pushes a new data point. * * <p> Exponential moving average is calculated, and the {@link #history} is * updated. This method needs to be called periodically and regularly, and * it represents the raw data stream. */ public void update(float newData) { float data = history[0] * decay + newData * (1 - decay); float[] r = new float[Math.min(history.length + 1, historySize)]; System.arraycopy(history, 0, r, 1, Math.min(history.length, r.length - 1)); r[0] = data; history = r; } /** * Gets the history data of the exponential moving average. The returned * array should be treated as read-only and immutable. * * @return Always non-null, contains at least one entry. */ @Exported public float[] getHistory() { return history; } /** * Gets the most up-to-date data point value. {@code getHistory[0]}. */ @Exported public float getLatest() { return history[0]; } @Override public String toString() { return Float.toString(history[0]); } }