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/*
* 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.dubbo.metrics.aggregate;
import java.util.List;
import java.util.concurrent.TimeUnit;
import com.tdunning.math.stats.TDigest;
/**
* Wrapper around TDigest.
*/
public class TimeWindowQuantile {
private final double compression;
private final DigestSlidingWindow slidingWindow;
public TimeWindowQuantile(double compression, int bucketNum, int timeWindowSeconds) {
this.compression = compression;
this.slidingWindow =
new DigestSlidingWindow(compression, bucketNum, TimeUnit.SECONDS.toMillis(timeWindowSeconds));
}
public double quantile(double q) {
TDigest mergeDigest = new DubboMergingDigest(compression);
List validWindows = this.slidingWindow.values();
for (TDigest window : validWindows) {
mergeDigest.add(window);
}
// This may return Double.NaN, and it's correct behavior.
// see: https://github.com/prometheus/client_golang/issues/85
return mergeDigest.quantile(q);
}
public void add(double value) {
this.slidingWindow.currentPane().getValue().add(value);
}
/**
* Sliding window of type TDigest.
*/
private static class DigestSlidingWindow extends SlidingWindow {
private final double compression;
public DigestSlidingWindow(double compression, int sampleCount, long intervalInMs) {
super(sampleCount, intervalInMs);
this.compression = compression;
}
@Override
public TDigest newEmptyValue(long timeMillis) {
return new DubboMergingDigest(compression);
}
@Override
protected Pane resetPaneTo(final Pane pane, long startTime) {
pane.setStartInMs(startTime);
pane.setValue(new DubboMergingDigest(compression));
return pane;
}
}
}