JMX and Spring – Part 3
In this last article of the series I’ll show how to use the native JMX support within the JDK to implement a notification mechanism which alerts a listener when the HEAP memory is above a certain threshold.
As discussed in my previous article this approach is ideal because is push instead of pull, is not intrusive and places minimal computing demand on your application.
These are the key components to the solution illustrated in this article:
- MemoryWarningService: This component acts as a listener and registers itself with the Memory MBean to receive notifications. It is configurable with a threshold in the form of a percentage between 0 and 1 (where 1 is 100%)
- MemoryThreadDumper: This component is invoked when the MemoryWarningService is notified that the HEAP usage is above the threshold and its responsibility is to write a thread dump to a file
- MemoryWarningServiceConfigurator: This component is an MBean and exposes a method to change the threshold of the MemoryWarningService.
The solution provides also a MemoryHeapFiller class used to fill up the HEAP while testing the application and a MemTest class to bootstrap the Spring environment.
While the application is running (play with the MemoryHeapFiller settings) You can fire the JConsole at URL: service:jmx:rmi://localhost/jndi/rmi://localhost:8888/jemosJmxConnector connecting as jemosAdmin / secure and change the threshold to various values.
The code is not meant for production: it is not robust, there are numerous comments missing, and the filename where to write the thread dump is hard-coded; it represents, however, a good starting point.
The code is attached below. You will need Maven to build it.
Download Jemos-jmx-experiments-0.0.1-SNAPSHOT-project
I tried a scenario with initial threshold to be 0.5, I changed it to 0.3 and then to 0.8. The results are shown below:
01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | 2011-08-15 21:53:21 ClassPathXmlApplicationContext [INFO] Refreshing org.springframework.context.support.ClassPathXmlApplicationContext@a4a63d8: startup date [Mon Aug 15 21:53:21 BST 2011]; root of context hierarchy 2011-08-15 21:53:21 XmlBeanDefinitionReader [INFO] Loading XML bean definitions from class path resource [jemos-jmx-appCtx.xml] 2011-08-15 21:53:21 PropertyPlaceholderConfigurer [INFO] Loading properties file from class path resource [jemos-jmx.properties] 2011-08-15 21:53:21 PropertyPlaceholderConfigurer [INFO] Loading properties file from URL [ file : /C : /Users/mtedone/ .secure /jmxconnector-credentials .properties] 2011-08-15 21:53:21 ThreadPoolTaskScheduler [INFO] Initializing ExecutorService 'myScheduler' 2011-08-15 21:53:21 ClassPathXmlApplicationContext [INFO] Bean 'myScheduler' of type [class org.springframework.scheduling.concurrent.ThreadPoolTaskScheduler] is not eligible for getting processed by all BeanPostProcessors ( for example: not eligible for auto-proxying) 2011-08-15 21:53:21 DefaultListableBeanFactory [INFO] Pre-instantiating singletons in org.springframework.beans.factory.support.DefaultListableBeanFactory@30296f76: defining beans [propertyConfigurer,loggerConfigurator,memoryWarningServiceConfigurator,memoryHeapFiller,memoryThreadDumper,org.springframework.context.annotation.internalConfigurationAnnotationProcessor,org.springframework.context.annotation.internalAutowiredAnnotationProcessor,org.springframework.context.annotation.internalRequiredAnnotationProcessor,org.springframework.context.annotation.internalCommonAnnotationProcessor,mbeanExporter,jemosJmxServer,rmiRegistry,clientConnector,memoryMxBean,memoryWarningService,org.springframework.scheduling.annotation.internalAsyncAnnotationProcessor,org.springframework.scheduling.annotation.internalScheduledAnnotationProcessor,myScheduler]; root of factory hierarchy 2011-08-15 21:53:21 AnnotationMBeanExporter [INFO] Registering beans for JMX exposure on startup 2011-08-15 21:53:21 RmiRegistryFactoryBean [INFO] Looking for RMI registry at port '8888' 2011-08-15 21:53:23 RmiRegistryFactoryBean [INFO] Could not detect RMI registry - creating new one 2011-08-15 21:53:23 ConnectorServerFactoryBean [INFO] JMX connector server started: javax.management.remote.rmi.RMIConnectorServer@4355d3a3 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Bean with name 'jemosJmxServer' has been autodetected for JMX exposure 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Bean with name 'loggerConfigurator' has been autodetected for JMX exposure 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Bean with name 'memoryWarningServiceConfigurator' has been autodetected for JMX exposure 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Located managed bean 'loggerConfigurator' : registering with JMX server as MBean [jemos.mbeans: type =config,name=LoggingConfiguration] 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Located MBean 'jemosJmxServer' : registering with JMX server as MBean [jemos.mbeans:name=jemosJmxServer, type =RMIConnectorServer] 2011-08-15 21:53:23 AnnotationMBeanExporter [INFO] Located managed bean 'memoryWarningServiceConfigurator' : registering with JMX server as MBean [jemos.mbeans: type =config,name=MemoryWarningServiceConfiguration] 2011-08-15 21:53:23 MemoryWarningService [INFO] Percentage is: 0.5 2011-08-15 21:53:23 MemoryWarningService [INFO] Listener added to JMX bean Adding data... Adding data... Adding data... Adding data... Adding data... Adding data... Adding data... 2011-08-15 21:53:37 MemoryWarningService [INFO] Percentage is: 0.3 2011-08-15 21:53:37 MemoryWarningServiceConfigurator [INFO] Memory threshold set to 0.3 Adding data... 2011-08-15 21:53:38 MemoryWarningService [WARN] Memory usage low!!! 2011-08-15 21:53:38 MemoryWarningService [WARN] percentageUsed = 0.3815679398794023 2011-08-15 21:53:38 MemoryThreadDumper [WARN] Stacks dumped to: C: /tmp/stacks .dump Adding data... Adding data... Adding data... 2011-08-15 21:53:45 MemoryWarningService [INFO] Percentage is: 0.8 2011-08-15 21:53:45 MemoryWarningServiceConfigurator [INFO] Memory threshold set to 0.8 Adding data... Adding data... Adding data... Adding data... Adding data... Adding data... Adding data... 2011-08-15 21:54:01 MemoryWarningService [WARN] Memory usage low!!! 2011-08-15 21:54:01 MemoryWarningService [WARN] percentageUsed = 0.8383333266727508 2011-08-15 21:54:02 MemoryThreadDumper [WARN] Stacks dumped to: C: /tmp/stacks .dump Adding data... Adding data... Adding data... Exception in thread "JMX server connection timeout 24" java.lang.OutOfMemoryError: Java heap space |
The Memory Warning Service
001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086 087 088 089 090 091 092 093 094 095 096 097 098 099 100 | package uk.co.jemos.experiments.jmx; import java.lang.management.ManagementFactory; import java.lang.management.MemoryNotificationInfo; import java.lang.management.MemoryPoolMXBean; import java.lang.management.MemoryType; import javax.annotation.PostConstruct; import javax.management.Notification; import javax.management.NotificationEmitter; import javax.management.NotificationListener; import org.springframework.beans.factory.annotation.Autowired; /** * A component which sends notifications when the HEAP memory is above a certain * threshold. * * @author mtedone * */ public class MemoryWarningService implements NotificationListener { /** This bean's name */ public static final String MBEAN_NAME = "jemos.mbeans:type=monitoring,name=MemoryWarningService" ; /** The application logger */ private static final org.apache.log4j.Logger LOG = org.apache.log4j.Logger .getLogger(MemoryWarningService. class ); @Autowired private NotificationEmitter memoryMxBean; @Autowired private MemoryThreadDumper threadDumper; /** A pool of Memory MX Beans specialised in HEAP management */ private static final MemoryPoolMXBean tenuredGenPool = findTenuredGenPool(); /** * {@inheritDoc} */ @Override public void handleNotification(Notification notification, Object handback) { if (notification.getType().equals( MemoryNotificationInfo.MEMORY_THRESHOLD_EXCEEDED)) { long maxMemory = tenuredGenPool.getUsage().getMax(); long usedMemory = tenuredGenPool.getUsage().getUsed(); LOG.warn( "Memory usage low!!!" ); double percentageUsed = ( double ) usedMemory / maxMemory; LOG.warn( "percentageUsed = " + percentageUsed); threadDumper.dumpStacks(); } else { LOG.info( "Other notification received..." + notification.getMessage()); } } /** * It sets the threshold percentage. * * @param percentage */ public void setPercentageUsageThreshold( double percentage) { if (percentage <= 0.0 || percentage > 1.0 ) { throw new IllegalArgumentException( "Percentage not in range" ); } else { LOG.info( "Percentage is: " + percentage); } long maxMemory = tenuredGenPool.getUsage().getMax(); long warningThreshold = ( long ) (maxMemory * percentage); tenuredGenPool.setUsageThreshold(warningThreshold); } @PostConstruct public void completeSetup() { memoryMxBean.addNotificationListener( this , null , null ); LOG.info( "Listener added to JMX bean" ); } /** * Tenured Space Pool can be determined by it being of type HEAP and by it * being possible to set the usage threshold. */ private static MemoryPoolMXBean findTenuredGenPool() { for (MemoryPoolMXBean pool : ManagementFactory.getMemoryPoolMXBeans()) { // I don't know whether this approach is better, or whether // we should rather check for the pool name "Tenured Gen"? if (pool.getType() == MemoryType.HEAP && pool.isUsageThresholdSupported()) { return pool; } } throw new AssertionError( "Could not find tenured space" ); } } |
The Memory Thread Dumper
001 002 003 004 005 006 007 008 009 010 011 012 013 014 015 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 045 046 047 048 049 050 051 052 053 054 055 056 057 058 059 060 061 062 063 064 065 066 067 068 069 070 071 072 073 074 075 076 077 078 079 080 081 082 083 084 085 086 087 088 089 090 091 092 093 094 095 096 097 098 099 100 101 102 103 104 105 | package uk.co.jemos.experiments.jmx; import java.io.BufferedWriter; import java.io.File; import java.io.FileWriter; import java.io.IOException; import java.io.Writer; import java.lang.management.ManagementFactory; import java.lang.management.ThreadInfo; import java.lang.management.ThreadMXBean; import java.text.SimpleDateFormat; import java.util.Date; import java.util.HashMap; import java.util.Map; import org.apache.commons.io.IOUtils; import org.springframework.stereotype.Component; /** * This component dumps the thread stack to the file system. * * @author mtedone * */ @Component public class MemoryThreadDumper { /** The application logger */ private static final org.apache.log4j.Logger LOG = org.apache.log4j.Logger .getLogger(MemoryThreadDumper. class ); /** * It dumps the Thread stacks * * @throws IOException */ public void dumpStacks() { // hard-coded: This needs to be changed to a property or something String stackFileName = "C:/tmp/stacks.dump" ; ThreadMXBean mxBean = ManagementFactory.getThreadMXBean(); ThreadInfo[] threadInfos = mxBean.getThreadInfo( mxBean.getAllThreadIds(), 0 ); Map<Long, ThreadInfo> threadInfoMap = new HashMap<Long, ThreadInfo>(); for (ThreadInfo threadInfo : threadInfos) { threadInfoMap.put(threadInfo.getThreadId(), threadInfo); } File dumpFile = new File(stackFileName); BufferedWriter writer = null ; try { writer = new BufferedWriter( new FileWriter(dumpFile)); this .dumpTraces(mxBean, threadInfoMap, writer); LOG.warn( "Stacks dumped to: " + stackFileName); } catch (IOException e) { throw new IllegalStateException( "An exception occurred while writing the thread dump" ); } finally { IOUtils.closeQuietly(writer); } } private void dumpTraces(ThreadMXBean mxBean, Map<Long, ThreadInfo> threadInfoMap, Writer writer) throws IOException { Map<Thread, StackTraceElement[]> stacks = Thread.getAllStackTraces(); writer.write( "Dump of " + stacks.size() + " thread at " + new SimpleDateFormat( "yyyy/MM/dd HH:mm:ss z" ) .format( new Date(System.currentTimeMillis())) + "\n\n" ); for (Map.Entry<Thread, StackTraceElement[]> entry : stacks.entrySet()) { Thread thread = entry.getKey(); writer.write( "\"" + thread.getName() + "\" prio=" + thread.getPriority() + " tid=" + thread.getId() + " " + thread.getState() + " " + (thread.isDaemon() ? "deamon" : "worker" ) + "\n" ); ThreadInfo threadInfo = threadInfoMap.get(thread.getId()); if (threadInfo != null ) { writer.write( " native=" + threadInfo.isInNative() + ", suspended=" + threadInfo.isSuspended() + ", block=" + threadInfo.getBlockedCount() + ", wait=" + threadInfo.getWaitedCount() + "\n" ); writer.write( " lock=" + threadInfo.getLockName() + " owned by " + threadInfo.getLockOwnerName() + " (" + threadInfo.getLockOwnerId() + "), cpu=" + mxBean.getThreadCpuTime(threadInfo.getThreadId()) / 1000000L + ", user=" + mxBean.getThreadUserTime(threadInfo.getThreadId()) / 1000000L + "\n" ); } for (StackTraceElement element : entry.getValue()) { writer.write( " " ); writer.write(element.toString()); writer.write( "\n" ); } writer.write( "\n" ); } } } |
The Memory Service Configuration MBean
01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 | package uk.co.jemos.experiments.jmx.mbeans; import org.springframework.beans.BeansException; import org.springframework.context.ApplicationContext; import org.springframework.context.ApplicationContextAware; import org.springframework.jmx.export.annotation.ManagedOperation; import org.springframework.jmx.export.annotation.ManagedOperationParameter; import org.springframework.jmx.export.annotation.ManagedOperationParameters; import org.springframework.jmx.export.annotation.ManagedResource; import org.springframework.stereotype.Component; import uk.co.jemos.experiments.jmx.MemoryWarningService; @Component @ManagedResource (objectName = MemoryWarningServiceConfigurator.MBEAN_NAME, // description = "Allows clients to set the memory threshold" ) public class MemoryWarningServiceConfigurator implements ApplicationContextAware { /** The application logger */ private static final org.apache.log4j.Logger LOG = org.apache.log4j.Logger .getLogger(MemoryWarningServiceConfigurator. class ); public static final String MBEAN_NAME = "jemos.mbeans:type=config,name=MemoryWarningServiceConfiguration" ; private ApplicationContext ctx; @ManagedOperation (description = "Sets the memory threshold for the memory warning system" ) @ManagedOperationParameters ({ @ManagedOperationParameter (description = "The memory threshold" , name = "memoryThreshold" ), }) public void setMemoryThreshold( double memoryThreshold) { MemoryWarningService memoryWarningService = (MemoryWarningService) ctx .getBean( "memoryWarningService" ); memoryWarningService.setPercentageUsageThreshold(memoryThreshold); LOG.info( "Memory threshold set to " + memoryThreshold); } @Override public void setApplicationContext(ApplicationContext applicationContext) throws BeansException { ctx = applicationContext; } } |
The Spring configuration
01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | <? xml version = "1.0" encoding = "UTF-8" ?> xmlns:xsi = "http://www.w3.org/2001/XMLSchema-instance" xmlns:context = "http://www.springframework.org/schema/context" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-3.0.xsd http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context-3.0.xsd http://www.springframework.org/schema/task http://www.springframework.org/schema/task/spring-task-3.0.xsd http://www.springframework.org/schema/util http://www.springframework.org/schema/util/spring-util-3.0.xsd"> < bean id = "propertyConfigurer" class = "org.springframework.beans.factory.config.PropertyPlaceholderConfigurer" > < property name = "locations" > < list > < value >classpath:jemos-jmx.properties</ value > < value >file:///${user.home}/.secure/jmxconnector-credentials.properties </ value > </ list > </ property > </ bean > < context:component-scan base-package = "uk.co.jemos.experiments.jmx" /> < context:mbean-export default-domain = "jemos.mbeans" /> < bean id = "jemosJmxServer" class = "org.springframework.jmx.support.ConnectorServerFactoryBean" depends-on = "rmiRegistry" > < property name = "objectName" value = "connector:name=rmi" /> < property name = "serviceUrl" value = "service:jmx:rmi://localhost/jndi/rmi://localhost:${jemos.jmx.rmi.port}/jemosJmxConnector" /> < property name = "environment" > <!-- the following is only valid when the sun jmx implementation is used --> < map > < entry key = "jmx.remote.x.password.file" value = "${user.home}/.secure/jmxremote.password" /> < entry key = "jmx.remote.x.access.file" value = "${user.home}/.secure/jmxremote.access" /> </ map > </ property > </ bean > < bean id = "rmiRegistry" class = "org.springframework.remoting.rmi.RmiRegistryFactoryBean" > < property name = "port" value = "${jemos.jmx.rmi.port}" /> </ bean > < bean id = "clientConnector" class = "org.springframework.jmx.support.MBeanServerConnectionFactoryBean" depends-on = "jemosJmxServer" > < property name = "serviceUrl" value = "service:jmx:rmi://localhost/jndi/rmi://localhost:${jemos.jmx.rmi.port}/jemosJmxConnector" /> < property name = "environment" > < map > < entry key = "jmx.remote.credentials" > < bean factory-method = "commaDelimitedListToStringArray" > < constructor-arg value = "${jmx.username},${jmx.password}" /> </ bean > </ entry > </ map > </ property > </ bean > < bean id = "memoryMxBean" class = "java.lang.management.ManagementFactory" factory-method = "getMemoryMXBean" /> < bean id = "memoryWarningService" class = "uk.co.jemos.experiments.jmx.MemoryWarningService" > < property name = "percentageUsageThreshold" value = "0.5" /> </ bean > < task:annotation-driven scheduler = "myScheduler" /> < task:scheduler id = "myScheduler" pool-size = "10" /> </ beans > |
Reference: JMX and Spring – Part 3 from our JCG partner Marco Tedone at the Marco Tedone’s blog blog.