I'm a software architect/consultant in Boulder, Colorado. I started blogging at: http://wayne-adams.blogspot.com/, but have since started the new blog, Data Sceintist in Training which will cover the areas I am learning as part of my own "big data" training, including the Hadoop family, frameworks like OpenStack, the R programming language, column-oriented databases and the art of examining data sets for useful patterns. The original blog will be kept alive with Java-specific posts. Wayne is a DZone MVB and is not an employee of DZone and has posted 35 posts at DZone. You can read more from them at their website. View Full User Profile

Java Profiling with MonkeyWrench

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Concluding Remarks and Notes

MonkeyWrench uses the Javassist bytecode injection library to insert calls to the profiler. While this package is extremely simple to use, a number of issues associated with it limit the functionality of the MonkeyWrench. When Javassist is used to instrument core or extension Java classes, the resulting application is disabled, as the classloader becomes unable to locate the MonkeyWrench profiler classes. Future work in MonkeyWrench will involve swapping in other libraries (such as BCEL, or ASM) in search of improvements in this area. While it’s not currently clear exactly what causes this problem (and Javassist may not actually be the cause of the issue), the current approach in MonkeyWrench is to avoid instrumenting any core (java.*), extension (javax.*) or Sun (com.sun.*) classes. It is a development goal to eventually instrument these classes, however. To avoid circular dependencies, neither the MonkeyWrench nor the Javassist classes are instrumented, either (a situation which is not likely to change, as no great value would be obtained from doing so).

Because of the way that MonkeyWrench instruments classes, it cannot provide what is typically called “self time” (time spent only in the method and not in any methods called by the method).

Since the MonkeyWrench is a substantial Swing application in its own right and runs in the same JVM as your target application, you may need to increase the heap space for your application when profiling it. On rare occasions, the additional overhead of MonkeyWrench may cause stack size overflows, a situation which can be remedied with the JVM option –Xss. Note that StackOverflowErrors usually point to an error in application logic (for example, an infinite recursion), in which case increasing the stack size usually doesn’t help. If the error only occurs when you are profiling, though, then a simple increase above the default should get past the issue. You probably won’t see this problem, but if you do, it will probably happen when you are profiling a parser or interpreter.

A final recommendation on using the MonkeyWrench is to narrow down, as quickly as is practical, the set of classes that you wish to profile. Profiling all of an application’s classes (with the regular expression “.*”) can in some cases slow the target application down too much to profile it. If you must instrument all classes, set the display update interval to the maximum (30 seconds) and use the CPU screen to narrow the search down to a few packages. Alternatively, if you find that a package of little or no interest is incurring a great deal of profiling overhead (for example, the parse method of an XML parser), another approach is to list the package in the “Excluded Classes” regular expression.

This was a long, and hopefully comprehensive, tour. If you use MonkeyWrench, perhaps you'll encounter some of the particular profiling scenarios which prompted its development. In any case, I hope you find it useful and that it finds a spot in your profiling toolbox!

Published at DZone with permission of Wayne Adams, author and DZone MVB.

(Note: Opinions expressed in this article and its replies are the opinions of their respective authors and not those of DZone, Inc.)



Bhabho Sharma replied on Thu, 2010/02/11 - 1:43am

Felt motivated reading this. I am a Java developer and i am very eager to create some new, innovative application some day. That is why i am going to attend Sun Tech Days 2010 conference in Hyderabad. Experts are going to share ideas on new technologies there. lets see what happens.

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