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Heap Memory Usage Based Worker Split Processing Slow Down
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Introducing heap memory usage based slow down of worker. When worker memory utilization increases to certain threshold,
it will stop processing new splits till the memory usage goes below threshold. This will help avoid scenario when
worker heap usage is too high but has more work to do and resulting in out of memory error.
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swapsmagic committed Oct 4, 2023
1 parent dd5b168 commit ff3cbb8
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Showing 5 changed files with 147 additions and 2 deletions.
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Expand Up @@ -24,6 +24,8 @@
import io.airlift.units.MaxDuration;
import io.airlift.units.MinDuration;

import javax.validation.constraints.DecimalMax;
import javax.validation.constraints.DecimalMin;
import javax.validation.constraints.Min;
import javax.validation.constraints.NotNull;

Expand Down Expand Up @@ -88,6 +90,8 @@ public class TaskManagerConfig

private Duration interruptRunawaySplitsTimeout = new Duration(600, SECONDS);

private double memoryBasedSlowDownThreshold = 1.0;

@MinDuration("1ms")
@MaxDuration("10s")
@NotNull
Expand Down Expand Up @@ -575,4 +579,20 @@ public TaskManagerConfig setInterruptRunawaySplitsTimeout(Duration interruptRuna
this.interruptRunawaySplitsTimeout = interruptRunawaySplitsTimeout;
return this;
}

//Allowing low value to be 70 percent to avoid slowing down overall cluster by setting it too low
@DecimalMin("0.7")
@DecimalMax("1.0")
public double getMemoryBasedSlowDownThreshold()
{
return memoryBasedSlowDownThreshold;
}

@Config("task.memory-based-slowdown-threshold")
@ConfigDescription("Pause processing new leaf split if heap memory usage crosses the threshold")
public TaskManagerConfig setMemoryBasedSlowDownThreshold(double memoryBasedSlowDownThreshold)
{
this.memoryBasedSlowDownThreshold = memoryBasedSlowDownThreshold;
return this;
}
}
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Expand Up @@ -174,12 +174,15 @@ public class TaskExecutor
// shared between SplitRunners
private final CounterStat globalCpuTimeMicros = new CounterStat();
private final CounterStat globalScheduledTimeMicros = new CounterStat();
private final CounterStat splitSkippedDueToMemoryPressure = new CounterStat();

private final TimeStat blockedQuantaWallTime = new TimeStat(MICROSECONDS);
private final TimeStat unblockedQuantaWallTime = new TimeStat(MICROSECONDS);

private volatile boolean closed;

private volatile boolean lowMemory;

@Inject
public TaskExecutor(TaskManagerConfig config, EmbedVersion embedVersion, MultilevelSplitQueue splitQueue)
{
Expand Down Expand Up @@ -483,6 +486,13 @@ private void splitFinished(PrioritizedSplitRunner split)

private synchronized void scheduleTaskIfNecessary(TaskHandle taskHandle)
{
// Worker skip processing split if jvm heap usage crosses configured threhold
// Helps reduce memory pressure on the worker and avoid OOMs
if (isLowMemory()) {
log.debug("Skip task scheduling due to low memory");
splitSkippedDueToMemoryPressure.update(1);
return;
}
// if task has less than the minimum guaranteed splits running,
// immediately schedule a new split for this task. This assures
// that a task gets its fair amount of consideration (you have to
Expand All @@ -498,6 +508,14 @@ private synchronized void scheduleTaskIfNecessary(TaskHandle taskHandle)

private synchronized void addNewEntrants()
{
// Worker skip processing split if jvm heap usage crosses configured threhold
// Helps reduce memory pressure on the worker and avoid OOMs
if (isLowMemory()) {
log.debug("Skip polling next split worker due to low memory");
splitSkippedDueToMemoryPressure.update(1);
return;
}

// Ignore intermediate splits when checking minimumNumberOfDrivers.
// Otherwise with (for example) minimumNumberOfDrivers = 100, 200 intermediate splits
// and 100 leaf splits, depending on order of appearing splits, number of
Expand Down Expand Up @@ -904,6 +922,13 @@ public CounterStat getGlobalCpuTimeMicros()
return globalCpuTimeMicros;
}

@Managed
@Nested
public CounterStat getSplitSkippedDueToMemoryPressure()
{
return splitSkippedDueToMemoryPressure;
}

private synchronized int getRunningTasksForLevel(int level)
{
int count = 0;
Expand Down Expand Up @@ -1032,4 +1057,14 @@ public ThreadPoolExecutorMBean getProcessorExecutor()
{
return executorMBean;
}

public void setLowMemory(boolean lowMemory)
{
this.lowMemory = lowMemory;
}

public boolean isLowMemory()
{
return this.lowMemory;
}
}
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@@ -0,0 +1,84 @@
/*
* Licensed 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 com.facebook.presto.memory;

import com.facebook.airlift.log.Logger;
import com.facebook.presto.execution.TaskManagerConfig;
import com.facebook.presto.execution.executor.TaskExecutor;

import javax.annotation.PostConstruct;
import javax.annotation.PreDestroy;
import javax.inject.Inject;

import java.lang.management.ManagementFactory;
import java.lang.management.MemoryMXBean;
import java.lang.management.MemoryUsage;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.TimeUnit;

import static com.facebook.airlift.concurrent.Threads.daemonThreadsNamed;
import static java.util.Objects.requireNonNull;
import static java.util.concurrent.Executors.newScheduledThreadPool;

public class LowMemoryMonitor
{
private static final Logger log = Logger.get(LowMemoryMonitor.class);
private final ScheduledExecutorService lowMemoryExecutor = newScheduledThreadPool(1, daemonThreadsNamed("low-memory-monitor-executor"));
private final TaskExecutor taskExecutor;
private final double threshold;
private static final MemoryMXBean memoryMXBean = ManagementFactory.getMemoryMXBean();

@Inject
public LowMemoryMonitor(TaskExecutor taskExecutor, TaskManagerConfig taskManagerConfig)
{
this.taskExecutor = requireNonNull(taskExecutor, "taskExecutor is null");
this.threshold = taskManagerConfig.getMemoryBasedSlowDownThreshold();
}

@PostConstruct
public void start()
{
if (threshold < 1.0) {
lowMemoryExecutor.scheduleWithFixedDelay(() -> checkLowMemory(), 1, 1, TimeUnit.SECONDS);
}
}

@PreDestroy
public void stop()
{
lowMemoryExecutor.shutdown();
}

private void checkLowMemory()
{
MemoryUsage memoryUsage = memoryMXBean.getHeapMemoryUsage();

long usedMemory = memoryUsage.getUsed();
long maxMemory = memoryUsage.getMax();
long memoryThreshold = (long) (maxMemory * threshold);

if (usedMemory > memoryThreshold) {
if (!taskExecutor.isLowMemory()) {
log.debug("Enabling Low Memory: Used: %s Max: %s Threshold: %s", usedMemory, maxMemory, memoryThreshold);
taskExecutor.setLowMemory(true);
}
}
else {
if (taskExecutor.isLowMemory()) {
log.debug("Disabling Low Memory: Used: %s Max: %s Threshold: %s", usedMemory, maxMemory, memoryThreshold);
taskExecutor.setLowMemory(false);
}
}
}
}
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Expand Up @@ -18,6 +18,7 @@
import com.facebook.presto.execution.resourceGroups.ResourceGroupManager;
import com.facebook.presto.failureDetector.FailureDetector;
import com.facebook.presto.failureDetector.NoOpFailureDetector;
import com.facebook.presto.memory.LowMemoryMonitor;
import com.facebook.presto.transaction.NoOpTransactionManager;
import com.facebook.presto.transaction.TransactionManager;
import com.google.inject.Binder;
Expand Down Expand Up @@ -55,6 +56,8 @@ public void configure(Binder binder)
binder.bind(NodeResourceStatusProvider.class).toInstance(newProxy(NodeResourceStatusProvider.class, (proxy, method, args) -> {
return true;
}));

binder.bind(LowMemoryMonitor.class).in(Scopes.SINGLETON);
}

@Provides
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Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,8 @@ public void testDefaults()
.setStatisticsCpuTimerEnabled(true)
.setLegacyLifespanCompletionCondition(false)
.setTaskPriorityTracking(TASK_FAIR)
.setInterruptRunawaySplitsTimeout(new Duration(600, SECONDS)));
.setInterruptRunawaySplitsTimeout(new Duration(600, SECONDS))
.setMemoryBasedSlowDownThreshold(1.0));
}

@Test
Expand Down Expand Up @@ -112,6 +113,7 @@ public void testExplicitPropertyMappings()
.put("task.legacy-lifespan-completion-condition", "true")
.put("task.task-priority-tracking", "QUERY_FAIR")
.put("task.interrupt-runaway-splits-timeout", "599s")
.put("task.memory-based-slowdown-threshold", "0.9")
.build();

TaskManagerConfig expected = new TaskManagerConfig()
Expand Down Expand Up @@ -149,7 +151,8 @@ public void testExplicitPropertyMappings()
.setStatisticsCpuTimerEnabled(false)
.setLegacyLifespanCompletionCondition(true)
.setTaskPriorityTracking(QUERY_FAIR)
.setInterruptRunawaySplitsTimeout(new Duration(599, SECONDS));
.setInterruptRunawaySplitsTimeout(new Duration(599, SECONDS))
.setMemoryBasedSlowDownThreshold(0.9);

assertFullMapping(properties, expected);
}
Expand Down

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