All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.flink.runtime.metrics.DescriptiveStatisticsHistogram Maven / Gradle / Ivy

There is a newer version: 1.13.6
Show newest version
/*
 * 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.flink.runtime.metrics;

import org.apache.flink.metrics.Histogram;
import org.apache.flink.metrics.HistogramStatistics;

import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;

/**
 * The {@link DescriptiveStatisticsHistogram} use a DescriptiveStatistics {@link DescriptiveStatistics} as a Flink {@link Histogram}.
 */
public class DescriptiveStatisticsHistogram implements org.apache.flink.metrics.Histogram {

	private final CircularDoubleArray descriptiveStatistics;

	public DescriptiveStatisticsHistogram(int windowSize) {
		this.descriptiveStatistics = new CircularDoubleArray(windowSize);
	}

	@Override
	public void update(long value) {
		this.descriptiveStatistics.addValue(value);
	}

	@Override
	public long getCount() {
		return this.descriptiveStatistics.getElementsSeen();
	}

	@Override
	public HistogramStatistics getStatistics() {
		return new DescriptiveStatisticsHistogramStatistics(this.descriptiveStatistics);
	}

	/**
	 * Fixed-size array that wraps around at the end and has a dynamic start position.
	 */
	static class CircularDoubleArray {
		private final double[] backingArray;
		private int nextPos = 0;
		private boolean fullSize = false;
		private long elementsSeen = 0;

		CircularDoubleArray(int windowSize) {
			this.backingArray = new double[windowSize];
		}

		synchronized void addValue(double value) {
			backingArray[nextPos] = value;
			++elementsSeen;
			++nextPos;
			if (nextPos == backingArray.length) {
				nextPos = 0;
				fullSize = true;
			}
		}

		synchronized double[] toUnsortedArray() {
			final int size = getSize();
			double[] result = new double[size];
			System.arraycopy(backingArray, 0, result, 0, result.length);
			return result;
		}

		private synchronized int getSize() {
			return fullSize ? backingArray.length : nextPos;
		}

		private synchronized long getElementsSeen() {
			return elementsSeen;
		}
	}
}




© 2015 - 2024 Weber Informatics LLC | Privacy Policy