HeapFragger
HeapFragger: A heap fragmentation inducer, meant to induce compaction of the heap on a regular basis using a limited (and settable) amount of CPU and memory resources.
The purpose of HeapFragger is [among other things] to aid application testers in inducing inevitable-but-rare garbage collection events, such that they would occur on a regular and more frequent and reliable basis. Doing so allows the characterization of system behavior, such as response time envelope, within practical test cycle times.
HeapFragger works on the simple basis of repeatedly generating large sets of objects of a given size, pruning each set down to a much smaller remaining live set after it has been promoted, and increasing the object size between passes such that is becomes unlikely to fit in the areas freed up by objects released in a previous pass without some amount of compaction. HeapFragger ages object sets before pruning them down in order to bypass potential artificial early compaction by young generation collectors.
By the time enough passes are done such that aggregate space allocated by the passes roughly matches the heap size (although a much smaller percentage is actually alive), some level of compaction likely or inevitable.
HeapFragger's resource consumption is completely tunable, it will throttle itself to a tunable rate of allocation, and limit it's heap footprint to configurable level. When run with default settings, HeapFragger will occupy 10% of total heap space, and allocate objects at a rate of 50MB/sec.
Altering the allocation rate and the peakMBPerIncrement parameter (a larger peakMBPerIncrement will require fewer churning passes in each compaction-inducing iteration), will change the frequency with which compactions occur.The main (common) settable items are:
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allocMBsPerSec [-a, default: 50]: Allocation rate - controls the CPU % HeapFragger occupies, and affects compaction event freq.
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heapBudgetAsFraction [-f, default: 0.1] or heapBudgetInMB [-b, default: derived from heapBudgetAsFraction] can be used to controls the peak amount of heap space that the HeapFragger will use for it's temporary churning storage needs. While the default setting is to use ~10% of the detected heap size, higher heap budgets can be used to allow HeapFragger to fragment the heap more quickly.
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heapMBtoSitOn [-s, default: 0]: Useful for experimenting with the effects of varying heap occupancies on compaction times. Causes HeapFragger to pre-allocate an additional static live set of the given size.
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pauseThresholdMs [-t, default: 350]: For convenience, HeapFragger includes a simple pause detector that will report on detected pauses to stderr. The pauseThresholdMs parameter controls the threshold below which detected pauses will not be reported.
HeapFragger will typically be added to existing Java applications as a javaagent. E.g. a typical command line will be:
java ... -javaagent:HeapFragger.jar="-a 100" MyApp myAppArgs
The HeapFragger jar also includes a convenient Idle class that can be used for demo purposes. E.g. the following command line will demonstrate periodic promotion-failure related pauses with the HotSpot CMS collector, with each resulting Full GC having to deal with at least 512MB of live matter in the heap:
java -Xmx2g -Xmx2g -XX:+UseConcMarkSweepGC -XX:+PrintGCApplicationStoppedTime -XX:+PrintGCDetails -Xloggc:gc.log -javaagent:HeapFragger.jar="-a 400 -s 512" org.heaputils.Idle -t 1000000000
You can also combine HeapFragger with jHiccup to produce a histogram log that can then be convenitely plotted with HistogramLogAnalyzer
E.g. here is an example command line for driving the G1GC bonkers and logging the resultant hiccup behavior:
java -Xmx4g -Xmx4g -XX:+UseG1GC -XX:MaxGCPauseMillis=100 -XX:+PrintGCApplicationStoppedTime -XX:+PrintGCDetails -Xloggc:g1gc.log -javaagent:HeapFragger.jar="-a 1000 -s 1024 -v" -javaagent:jHiccup.jar="-d 0 -i 1000 -l g1gc.hlog" org.heaputils.Idle -t 1000000000