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[FLINK-7608][metrics] Rework latency metric
This closes apache#5161.
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...untime/src/main/java/org/apache/flink/runtime/metrics/DescriptiveStatisticsHistogram.java
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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:https://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. | ||
*/ | ||
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package org.apache.flink.runtime.metrics; | ||
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import org.apache.flink.metrics.Histogram; | ||
import org.apache.flink.metrics.HistogramStatistics; | ||
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import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics; | ||
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/** | ||
* The {@link DescriptiveStatisticsHistogram} use a DescriptiveStatistics {@link DescriptiveStatistics} as a Flink {@link Histogram}. | ||
*/ | ||
public class DescriptiveStatisticsHistogram implements org.apache.flink.metrics.Histogram { | ||
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private final DescriptiveStatistics descriptiveStatistics; | ||
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public DescriptiveStatisticsHistogram(int windowSize) { | ||
this.descriptiveStatistics = new DescriptiveStatistics(windowSize); | ||
} | ||
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@Override | ||
public void update(long value) { | ||
this.descriptiveStatistics.addValue(value); | ||
} | ||
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@Override | ||
public long getCount() { | ||
return this.descriptiveStatistics.getN(); | ||
} | ||
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@Override | ||
public HistogramStatistics getStatistics() { | ||
return new DescriptiveStatisticsHistogramStatistics(this.descriptiveStatistics); | ||
} | ||
} |
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.../main/java/org/apache/flink/runtime/metrics/DescriptiveStatisticsHistogramStatistics.java
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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:https://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. | ||
*/ | ||
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package org.apache.flink.runtime.metrics; | ||
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import org.apache.flink.metrics.HistogramStatistics; | ||
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import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics; | ||
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import java.util.Arrays; | ||
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/** | ||
* DescriptiveStatistics histogram statistics implementation returned by {@link DescriptiveStatisticsHistogram}. | ||
* The statistics class wraps a {@link DescriptiveStatistics} instance and forwards the method calls accordingly. | ||
*/ | ||
public class DescriptiveStatisticsHistogramStatistics extends HistogramStatistics { | ||
private final DescriptiveStatistics descriptiveStatistics; | ||
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public DescriptiveStatisticsHistogramStatistics(DescriptiveStatistics latencyHistogram) { | ||
this.descriptiveStatistics = latencyHistogram; | ||
} | ||
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@Override | ||
public double getQuantile(double quantile) { | ||
return descriptiveStatistics.getPercentile(quantile * 100); | ||
} | ||
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@Override | ||
public long[] getValues() { | ||
return Arrays.stream(descriptiveStatistics.getValues()).mapToLong(i -> (long) i).toArray(); | ||
} | ||
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@Override | ||
public int size() { | ||
return (int) descriptiveStatistics.getN(); | ||
} | ||
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@Override | ||
public double getMean() { | ||
return descriptiveStatistics.getMean(); | ||
} | ||
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@Override | ||
public double getStdDev() { | ||
return descriptiveStatistics.getStandardDeviation(); | ||
} | ||
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@Override | ||
public long getMax() { | ||
return (long) descriptiveStatistics.getMax(); | ||
} | ||
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@Override | ||
public long getMin() { | ||
return (long) descriptiveStatistics.getMin(); | ||
} | ||
} |
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