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[CELEBORN-1092] Introduce JVM monitoring in Celeborn Worker using JVM…
…Quake
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worker/src/main/scala/org/apache/celeborn/service/deploy/worker/monitor/JVMQuake.scala
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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. | ||
| */ | ||
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| package org.apache.celeborn.service.deploy.worker.monitor | ||
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| import java.io.File | ||
| import java.lang.management.ManagementFactory | ||
| import java.nio.file.Files | ||
| import java.util.concurrent.{ScheduledExecutorService, TimeUnit} | ||
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| import com.google.common.annotations.VisibleForTesting | ||
| import com.sun.management.HotSpotDiagnosticMXBean | ||
| import org.apache.commons.io.FileUtils | ||
| import sun.jvmstat.monitor._ | ||
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| import org.apache.celeborn.common.CelebornConf | ||
| import org.apache.celeborn.common.internal.Logging | ||
| import org.apache.celeborn.common.util.{ThreadUtils, Utils} | ||
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| /** | ||
| * The JVM quake provides granular monitoring of GC behavior, which enables early detection of memory management | ||
| * issues and facilitates fast failure. | ||
| * | ||
| * Note: The principle is in alignment with GC instability detection algorithm for jvmquake project of Netflix: | ||
| * https://github.com/Netflix-Skunkworks/jvmquake. | ||
| * | ||
| * @param conf Celeborn configuration with jvm quake config. | ||
| */ | ||
| class JVMQuake(conf: CelebornConf) extends Logging { | ||
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| import JVMQuake._ | ||
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| val dumpFile = "worker-quake-heapdump.hprof" | ||
| var heapDumped: Boolean = false | ||
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| private[this] val enabled = conf.workerJvmQuakeEnabled | ||
| private[this] val checkInterval = conf.workerJvmQuakeCheckInterval | ||
| private[this] val runtimeWeight = conf.workerJvmQuakeRuntimeWeight | ||
| private[this] val dumpThreshold = conf.workerJvmQuakeDumpThreshold.toNanos | ||
| private[this] val killThreshold = conf.workerJvmQuakeKillThreshold.toNanos | ||
| private[this] val dumpEnabled = conf.workerJvmQuakeDumpEnabled | ||
| private[this] val dumpPath = conf.workerJvmQuakeDumpPath | ||
| private[this] val exitCode = conf.workerJvmQuakeExitCode | ||
| private[this] val dumpDir = | ||
| s"${Utils.createDirectory(FileUtils.getTempDirectoryPath).getPath}/jvm-quake/dump" | ||
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| private[this] var lastExitTime: Long = 0L | ||
| private[this] var lastGCTime: Long = 0L | ||
| private[this] var bucket: Long = 0L | ||
| private[this] var scheduler: ScheduledExecutorService = _ | ||
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| def start(): Unit = { | ||
| if (enabled) { | ||
| lastExitTime = getLastExitTime | ||
| lastGCTime = getLastGCTime | ||
| scheduler = ThreadUtils.newDaemonSingleThreadScheduledExecutor("jvm-quake") | ||
| scheduler.scheduleWithFixedDelay( | ||
| new Runnable() { | ||
| override def run(): Unit = { | ||
| JVMQuake.this.run() | ||
| } | ||
| }, | ||
| 0, | ||
| checkInterval, | ||
| TimeUnit.MILLISECONDS) | ||
| } | ||
| } | ||
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| def stop(): Unit = { | ||
| if (enabled) { | ||
| scheduler.shutdown() | ||
| } | ||
| } | ||
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| private def run(): Unit = { | ||
| val currentExitTime = getLastExitTime | ||
| val currentGCTime = getLastGCTime | ||
| val gcTime = currentGCTime - lastGCTime | ||
| val runTime = currentExitTime - lastExitTime - gcTime | ||
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| bucket = Math.max(0, bucket + gcTime - BigDecimal(runTime * runtimeWeight).toLong) | ||
| logDebug(s"Time: (gc time: $gcTime, execution time: $runTime)") | ||
| logDebug( | ||
| s"Capacity: (bucket: $bucket, dump threshold: $dumpThreshold, kill threshold: $killThreshold)") | ||
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| if (bucket > dumpThreshold) { | ||
| logError(s"JVM GC has reached the threshold: bucket: $bucket, dumpThreshold: $dumpThreshold.") | ||
| if (shouldHeapDump) { | ||
| val savePath = getHeapDumpSavePath | ||
| val linkPath = getHeapDumpLinkPath | ||
| heapDump(savePath, linkPath) | ||
| } else if (bucket > killThreshold) { | ||
| System.exit(exitCode) | ||
| } | ||
| } | ||
| lastExitTime = currentExitTime | ||
| lastGCTime = currentGCTime | ||
| } | ||
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| def shouldHeapDump: Boolean = { | ||
| dumpEnabled && !heapDumped | ||
| } | ||
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| @VisibleForTesting | ||
| def getHeapDumpSavePath: String = | ||
| dumpPath.getOrElse(s"$dumpDir/$getProcessId/hprof") | ||
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| @VisibleForTesting | ||
| def getHeapDumpLinkPath: String = | ||
| s"$dumpDir/$getProcessId/link" | ||
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| private def heapDump(savePath: String, linkPath: String, live: Boolean = false): Unit = { | ||
| val saveDir = new File(savePath) | ||
| if (!saveDir.exists()) { | ||
| saveDir.mkdirs() | ||
| } | ||
| val heapDump = new File(saveDir, dumpFile) | ||
| if (heapDump.exists()) { | ||
| logInfo(s"Heap dump of worker exists: $heapDump.") | ||
| heapDumped = true | ||
| return | ||
| } | ||
| logInfo(s"Starting heap dump: $heapDump.") | ||
| ManagementFactory.newPlatformMXBeanProxy( | ||
| ManagementFactory.getPlatformMBeanServer, | ||
| "com.sun.management:type=HotSpotDiagnostic", | ||
| classOf[HotSpotDiagnosticMXBean]).dumpHeap(heapDump.getAbsolutePath, live) | ||
| val linkDir = new File(linkPath) | ||
| if (linkDir.exists()) { | ||
| logInfo(s"Symbolic link of heap dump exists: $linkPath.") | ||
| } else if (!linkDir.getParentFile.exists()) { | ||
| linkDir.getParentFile.mkdirs() | ||
| } | ||
| try { | ||
| Files.createSymbolicLink(linkDir.toPath, saveDir.toPath) | ||
| logInfo(s"Created symbolic link: $linkPath.") | ||
| } catch { | ||
| case e: Exception => | ||
| logError("Create symbolic link failed.", e) | ||
| } finally { | ||
| heapDumped = true | ||
| logInfo(s"Finished heap dump: $dumpFile.") | ||
| } | ||
| } | ||
| } | ||
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| object JVMQuake { | ||
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| private[this] var quake: JVMQuake = _ | ||
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| def create(conf: CelebornConf): JVMQuake = { | ||
| set(new JVMQuake(conf)) | ||
| quake | ||
| } | ||
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| def get: JVMQuake = { | ||
| quake | ||
| } | ||
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| def set(quake: JVMQuake): Unit = { | ||
| this.quake = quake | ||
| } | ||
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| private[this] lazy val monitoredVm: MonitoredVm = { | ||
| val host = MonitoredHost.getMonitoredHost(new HostIdentifier("localhost")) | ||
| host.getMonitoredVm(new VmIdentifier( | ||
| "local://%s@localhost".format(getProcessId))) | ||
| } | ||
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| private[this] lazy val ygcExitTimeMonitor: Monitor = | ||
| monitoredVm.findByName("sun.gc.collector.0.lastExitTime") | ||
| private[this] lazy val fgcExitTimeMonitor: Monitor = | ||
| monitoredVm.findByName("sun.gc.collector.1.lastExitTime") | ||
| private[this] lazy val ygcTimeMonitor: Monitor = monitoredVm.findByName("sun.gc.collector.0.time") | ||
| private[this] lazy val fgcTimeMonitor: Monitor = monitoredVm.findByName("sun.gc.collector.1.time") | ||
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| private def getLastExitTime: Long = Math.max( | ||
| ygcExitTimeMonitor.getValue.asInstanceOf[Long], | ||
| fgcExitTimeMonitor.getValue.asInstanceOf[Long]) | ||
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| private def getLastGCTime: Long = | ||
| ygcTimeMonitor.getValue.asInstanceOf[Long] + fgcTimeMonitor.getValue.asInstanceOf[Long] | ||
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| private def getProcessId: String = ManagementFactory.getRuntimeMXBean.getName.split("@")(0) | ||
| } |
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