org.apache.flink.runtime.metrics.groups.TaskIOMetricGroup Maven / Gradle / Ivy
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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
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* 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.groups;
import org.apache.flink.metrics.Counter;
import org.apache.flink.metrics.Gauge;
import org.apache.flink.metrics.Meter;
import org.apache.flink.metrics.MeterView;
import org.apache.flink.metrics.MetricGroup;
import org.apache.flink.metrics.SimpleCounter;
import org.apache.flink.runtime.executiongraph.IOMetrics;
import org.apache.flink.runtime.io.network.buffer.BufferPool;
import org.apache.flink.runtime.io.network.partition.InternalResultPartition;
import org.apache.flink.runtime.io.network.partition.consumer.SingleInputGate;
import org.apache.flink.runtime.metrics.MetricNames;
import org.apache.flink.runtime.metrics.SumAndCount;
import org.apache.flink.runtime.taskmanager.Task;
import java.util.ArrayList;
import java.util.List;
/**
* Metric group that contains shareable pre-defined IO-related metrics. The metrics registration is
* forwarded to the parent task metric group.
*/
public class TaskIOMetricGroup extends ProxyMetricGroup {
private final Counter numBytesOut;
private final Counter numBuffersOut;
private final Counter numBytesInLocal;
private final Counter numBytesInRemote;
private final SumCounter numRecordsIn;
private final SumCounter numRecordsOut;
private final SumAndCount nsWaitBufferTime;
private final Meter numBytesInRateLocal;
private final Meter numBytesInRateRemote;
private final Meter numBytesOutRate;
private final Meter numRecordsInRate;
private final Meter numRecordsOutRate;
public TaskIOMetricGroup(TaskMetricGroup parent) {
super(parent);
this.numBytesOut = counter(MetricNames.IO_NUM_BYTES_OUT);
this.numBuffersOut = counter(MetricNames.IO_NUM_BUFFERS_OUT);
this.numBytesInLocal = counter(MetricNames.IO_NUM_BYTES_IN_LOCAL);
this.numBytesInRemote = counter(MetricNames.IO_NUM_BYTES_IN_REMOTE);
this.numBytesOutRate = meter(MetricNames.IO_NUM_BYTES_OUT_RATE, new MeterView(numBytesOut, 60));
this.numBytesInRateLocal = meter(MetricNames.IO_NUM_BYTES_IN_LOCAL_RATE, new MeterView(numBytesInLocal, 60));
this.numBytesInRateRemote = meter(MetricNames.IO_NUM_BYTES_IN_REMOTE_RATE, new MeterView(numBytesInRemote, 60));
this.numRecordsIn = counter(MetricNames.IO_NUM_RECORDS_IN, new SumCounter());
this.numRecordsOut = counter(MetricNames.IO_NUM_RECORDS_OUT, new SumCounter());
this.numRecordsInRate = meter(MetricNames.IO_NUM_RECORDS_IN_RATE, new MeterView(numRecordsIn, 60));
this.numRecordsOutRate = meter(MetricNames.IO_NUM_RECORDS_OUT_RATE, new MeterView(numRecordsOut, 60));
this.nsWaitBufferTime = new SumAndCount(MetricNames.IO_WAIT_BUFFER_TIME, parent);
}
public IOMetrics createSnapshot() {
return new IOMetrics(numRecordsInRate, numRecordsOutRate, numBytesInRateLocal, numBytesInRateRemote, numBytesOutRate);
}
// ============================================================================================
// Getters
// ============================================================================================
public Counter getNumBytesOutCounter() {
return numBytesOut;
}
public Counter getNumBuffersOutCounter() {
return numBuffersOut;
}
public Counter getNumBytesInLocalCounter() {
return numBytesInLocal;
}
public Counter getNumBytesInRemoteCounter() {
return numBytesInRemote;
}
public Counter getNumRecordsInCounter() {
return numRecordsIn;
}
public Counter getNumRecordsOutCounter() {
return numRecordsOut;
}
public Meter getNumBytesInLocalRateMeter() {
return numBytesInRateLocal;
}
public Meter getNumBytesInRemoteRateMeter() {
return numBytesInRateRemote;
}
public Meter getNumBytesOutRateMeter() {
return numBytesOutRate;
}
// ============================================================================================
// Buffer metrics
// ============================================================================================
/**
* Initialize Buffer Metrics for a task.
*/
public void initializeBufferMetrics(Task task) {
final MetricGroup buffers = addGroup(MetricNames.BUFFERS);
buffers.gauge(MetricNames.BUFFERS_INPUT_QUEUE_LENGTH, new InputBuffersGauge(task));
buffers.gauge(MetricNames.BUFFERS_OUT_QUEUE_LENGTH, new OutputBuffersGauge(task));
buffers.gauge(MetricNames.BUFFERS_IN_POOL_USAGE, new InputBufferPoolUsageGauge(task));
buffers.gauge(MetricNames.BUFFERS_OUT_POOL_USAGE, new OutputBufferPoolUsageGauge(task));
}
/**
* Gauge measuring the number of queued input buffers of a task.
*/
private static final class InputBuffersGauge implements Gauge {
private final Task task;
public InputBuffersGauge(Task task) {
this.task = task;
}
@Override
public Integer getValue() {
int totalBuffers = 0;
for (SingleInputGate inputGate : task.getAllInputGates()) {
totalBuffers += inputGate.getNumberOfQueuedBuffers();
}
return totalBuffers;
}
}
/**
* Gauge measuring the number of queued output buffers of a task.
*/
private static final class OutputBuffersGauge implements Gauge {
private final Task task;
public OutputBuffersGauge(Task task) {
this.task = task;
}
@Override
public Integer getValue() {
int totalBuffers = 0;
for (InternalResultPartition producedPartition : task.getInternalPartitions()) {
totalBuffers += producedPartition.getNumberOfQueuedBuffers();
}
return totalBuffers;
}
}
/**
* Gauge measuring the input buffer pool usage gauge of a task.
*/
private static final class InputBufferPoolUsageGauge implements Gauge {
private final Task task;
public InputBufferPoolUsageGauge(Task task) {
this.task = task;
}
@Override
public Float getValue() {
float maxUsage = 0;
for (SingleInputGate inputGate : task.getAllInputGates()) {
BufferPool bufferPool = inputGate.getBufferPool();
int usedBuffers = bufferPool.bestEffortGetNumOfUsedBuffers();
int bufferPoolSize = bufferPool.getNumBuffers();
if (bufferPoolSize != 0) {
float currentPoolUsage = ((float) usedBuffers) / bufferPoolSize;
if (currentPoolUsage > maxUsage) {
maxUsage = currentPoolUsage;
}
}
}
return maxUsage;
}
}
/**
* Gauge measuring the output buffer pool usage gauge of a task.
*/
private static final class OutputBufferPoolUsageGauge implements Gauge {
private final Task task;
public OutputBufferPoolUsageGauge(Task task) {
this.task = task;
}
@Override
public Float getValue() {
float maxUsage = 0;
for (InternalResultPartition internalResultPartition : task.getInternalPartitions()) {
BufferPool bufferPool = internalResultPartition.getBufferPool();
int usedBuffers = bufferPool.bestEffortGetNumOfUsedBuffers();
int bufferPoolSize = bufferPool.getNumBuffers();
if (bufferPoolSize != 0) {
float currentPoolUsage = ((float) usedBuffers) / bufferPoolSize;
if (currentPoolUsage > maxUsage) {
maxUsage = currentPoolUsage;
}
}
}
return maxUsage;
}
}
// ============================================================================================
// Metric Reuse
// ============================================================================================
public void reuseRecordsInputCounter(Counter numRecordsInCounter) {
this.numRecordsIn.addCounter(numRecordsInCounter);
}
public void reuseRecordsOutputCounter(Counter numRecordsOutCounter) {
this.numRecordsOut.addCounter(numRecordsOutCounter);
}
public SumAndCount getNsWaitBufferTime() {
return nsWaitBufferTime;
}
/**
* A {@link SimpleCounter} that can contain other {@link Counter}s. A call to {@link SumCounter#getCount()} returns
* the sum of this counters and all contained counters.
*/
private static class SumCounter extends SimpleCounter {
private final List internalCounters = new ArrayList<>();
SumCounter() {
}
public void addCounter(Counter toAdd) {
internalCounters.add(toAdd);
}
@Override
public long getCount() {
long sum = super.getCount();
for (Counter counter : internalCounters) {
sum += counter.getCount();
}
return sum;
}
}
}
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