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Performance Tuning Apache Tomcat. Steve Heckler, President Accelebrate http://www.accelebrate.com steveheckler@accelebrate.com. What We’ll Cover. Removing unneeded applications Tuning and monitoring the JVM This section “borrows” some from Sun’s official documentation
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Performance TuningApache Tomcat Steve Heckler, President Accelebrate http://www.accelebrate.com steveheckler@accelebrate.com
What We’ll Cover • Removing unneeded applications • Tuning and monitoring the JVM • This section “borrows” some from Sun’s official documentation • Tuning and monitoring connectors • Compiling native connectors • Tuning and monitoring database connection pools • Turning off JSP development mode • Reducing logging • Precompiling JSPs and caching output
Tomcat Version in Use • We’ll use Tomcat 6, but the majority of strategies shown are applicable to earlier versions
Word of Advice #1:Use a Recent Java SE version • Java 1.5 sizes heap generations much more efficiently than 1.4 and earlier • Java 1.6 has an option to perform garbage collections in parallel (more about this later)
Remove Unneeded Applications • At your discretion, you can remove every installed application that ships “out of the box” in Tomcat • This will save you startup time, as well as memory used by preloaded servlets • ROOT should definitely be replaced • Only keep manager (and in 5.5 and later, host-manager) if you need them
Tomcat Monitoring • Tomcat is difficult to monitor prior to Java 1.5 and later builds of Tomcat 4.1.x • Java 1.5 and later support monitoring the JVM using JConsole and the jstat command line tool (both included with the JDK) • Tomcat 5.0 and later have especially good JMX MBeans support
What are JMX and MBeans • JMX: Java Management Extensions, a standard way of managing Java applications • MBeans: Management beans. An application can provide management beans that enable you to interact with and configure the applications. MBeans have: • Attributes that you can get or set • Operations that you can invoke • MBeans can be interacted with programmatically or via JConsole
Enabling JMX monitoring(via setenv.sh) #!/bin/sh if [ "$1" = "start" ] ; then CATALINA_OPTS="$CATALINA_OPTS \ -Dcom.sun.management.jmxremote" # -Dcom.sun.management.jmxremote.port=9086 \ # -Dcom.sun.management.jmxremote.ssl=false \ # -Dcom.sun.management.jmxremote.authenticate=false" echo $0: CATALINA_OPTS = "$CATALINA_OPTS" fi
Enabling JMX Monitoring (Windows) • In a production environment, you can set these in CATALINA_OPTS by editing the service.bat before registering the service • Alternatively, edit the registry keys directly after the service is registered
JMX Monitoring: Key Decisions • Only specify a port if you want to allow remote access (potentially a security hole) • Consider configuring authentication and/or SSL if you do open a port • http://java.sun.com/j2se/1.5.0/docs/guide/management/agent.html has details on this
Once JMX is enabled • You can run jconsole from the command line of any computer with JDK 1.5 or later installed • Accessing your JVM remotely will require that a port be opened • jstat can be run locally to monitor your JVM (dumps output to STDOUT)
Introduction to JavaGarbage Collection • Java memory utilization and garbage collection are two of the most critical issues in Tomcat performance tuning. • Garbage collection is the process whereby memory is reclaimed from the application • Java tends to shield developers from control of garbage collection, but not from the consequences
Introduction to JavaGarbage Collection • In Java, objects become eligible for garbage collection when they no longer have any references pointing to them • The story of how this occurs is rather complicated…
GC Scalability(graphic shown at http://java.sun.com/javase/technologies/hotspot/gc/gc_tuning_6.html)
GC Scalability • Demonstrates that an application that spends 10% of its time in garbage collection can lose 75% of its throughput when scaled out to 32 processors
Heap versus Non-Heap Memory • JVM manages 2 kinds of memory: heap and non-heap: • Heap memory is the runtime data area from which the JVM allocates memory for all class instances and arrays. • The heap may be of a fixed or variable size. • The garbage collector is an automatic memory management system that reclaims heap memory for objects.
Heap versus Non-Heap Memory • Non-heap memory includes a method area shared among all threads and memory required for the internal processing or optimization for the JVM. • It stores per-class structures such as a runtime constant pool, field and method data, and the code for methods and constructors.
Heap versus Non-Heap Memory • A JVM implementation may require memory for internal processing or optimization which also belongs to non-heap memory. • For example, the JIT compiler requires memory for storing the native machine code translated from the JVM code for high performance.
Garbage Collection • Garbage collection (GC) is how the JVM frees memory occupied by objects that are no longer referenced. • It is common to think of objects that have active references as being "alive" and un-referenced (or unreachable) objects as "dead.“ • Garbage collection is the process of releasing memory used by the dead objects. The algorithms and parameters used by GC can have dramatic effects on performance
Generational Garbage Collection • In practice, most programs create: • many objects that have short lives (for example, iterators and local variables). • some objects that have very long lifetimes (for example, high level persistent objects)
Generational Garbage Collection • GC divides memory into several generations, and assigns each a memory pool. • When a generation uses up its allotted memory, the VM performs a partial garbage collection (also called a minor collection) on that memory pool to reclaim memory used by dead objects. • This partial GC is usually much faster than a full GC.
Generational Garbage Collection • Generations: • young generation (“the nursery”) • eden space • Most objects initially assigned here (and die here) • two survivor spaces • Objects that survive a minor GC in eden space are moved here • old generation • tenured space • Objects that survive long enough in the survivor spaces • When tenured space fills up, full GC occurs (often slow and involves all live objects) • permanent generation • holds all the reflective data of the virtual machine itself, such as class and method objects
Generational Garbage Collection • If the garbage collector has become a bottleneck, you may be able to improve performance by customizing the generation sizes. • http://java.sun.com/docs/hotspot/gc/index.html details how to customize these sizes. • Java 6 version at http://java.sun.com/javase/technologies/hotspot/gc/gc_tuning_6.html • Customizing the sizes is less necessary in Java 1.5 and later
Tuning the Total Heap • Total available memory is the most important knob affecting GC performance • By default, the JVM grows or shrinks the heap at each collection to try to keep the proportion of free space to living objects at each collection within a specific range • This target range is set as a percentage by the parameters -XX:MinHeapFreeRatio=<minimum> and -XX:MaxHeapFreeRatio=<maximum>, and the total size is bounded below by -Xms and above by -Xmx
Tuning the Total Heap • Some notes: • Unless you have problems with pauses, try granting as much memory as possible to the JVM. The default size (64MB on a 32-bit OS) is often too small. • Setting -Xms and -Xmx to the same value increases predictability by removing the most important sizing decision from the JVM. • Be sure to increase heap size as you add cores or processors • 32-bit OSes cap the heap size at between 1.5 and 2.5GB
Tuning and Monitoring Connectors • Tomcat supports connectors for http, https, and ajp • Suggestions: • Set enableLookups to false • Make sure maxThreads and acceptCount are set sufficiently high (but not so high that you’re accepting more traffic than your Tomcat instance can handle) • compression trades off bandwidth and processing time
Alternatives to the ClassicJava Blocking Connector • NIO • New input/output • Supported starting in Tomcat 6 • Provides access to low-level I/O operations of modern operating systems, including multiplexed, non-blocking I/O and polling • APR connector (Apache Portable Runtime) • Tomcat 5.5.15 and later (reliably) • Uses OpenSSL • Native code and thus faster • Bottom of http://tomcat.apache.org/tomcat-6.0-doc/config/http.html has a good comparison
Building the Native Connectors • Dependencies • OpenSSL (you need the source) - 0.9.8a or later • APR (on Red Hat and variants, apr-devel RPM is sufficient) - 2.2 or later • Steps: • Locate or download APR • Download OpenSSL (you do need the source) • Unpack the native connector
Building the Native Connectors • Steps (continued) • ./configure --with-ssl=[path to extracted SSL] --with-apr=[path to apr-1-config, possibly /usr/bin/apr-1-config] • make • make install • Update setenv.sh to use the built library CATALINA_OPTS="$CATALINA_OPTS -Djava.library.path=/usr/local/apr/lib"
Building the Native Connectors • Steps (continued) • configure the APR connector(s) in server.xml • Update protocol attributes: • HTTP: org.apache.coyote.http11.Http11AprProtocol • AJP: org.apache.coyote.ajp.AjpAprProtocol • Optionally, configure SSL and set up the APR https connector
Building the Native Connectors • Sample APR SSL connector <Connector protocol="org.apache.coyote.http11.Http11AprProtocol" port="8443" minSpareThreads="5" maxSpareThreads="75" enableLookups="true" disableUploadTimeout="true" acceptCount="100" maxThreads="200" scheme="https" secure="true" SSLEnabled="true" SSLCertificateFile="/usr/local/ssl/server.crt" SSLCertificateKeyFile="/usr/local/ssl/server.pem" clientAuth="false" sslProtocol="TLS"/>
Monitoring DatabaseConnection Pools • Can be done via /Catalina/DataSource in the MBeans tree within JConsole • Parameters for your pool are shown at http://commons.apache.org/dbcp/configuration.html • Be sure to make your pool large enough for the traffic you anticipate • Be sure to time out requests for connections • Consider removing abandoned connections
Other Suggestions • Turn off JSP development mode in production by setting the development parameter of the jsp servlet to false • Keeps JSPs from being checked for modification • Scale back access and error logging to just what’s needed • Consider precompiling your JSPs – see http://tomcat.apache.org/tomcat-6.0-doc/jasper-howto.html#Web%20Application%20Compilation
In Closing • Thank you for joining me! • Please email me at steveheckler@accelebrate.com with questions • Good luck with tuning Tomcat!