Identifying Memory Leaks in Java with JHat
Finding memory leaks in Java can be challenging, but JHat, a tool included in the JDK, provides valuable insights into heap usage. While JHat provides a basic view of heap allocation, pinpointing the root cause of a memory leak can be arduous. This article offers a systematic approach to identify large object trees and locate potential references leading to memory leaks.
Steps to Identify Leaks:
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Create a Memory Snapshot:
- Use JHat to create a heap dump of the running application in a stable state.
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Simulate Memory Leak:
- Trigger the suspected memory leak-causing operation multiple times, allowing for caching and initialization.
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Generate Another Snapshot:
- Create a second heap dump after the leak-inducing operation has been performed.
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Diff the Snapshots:
- Compare the two heap dumps using JHat's diff feature. Focus on the objects that have experienced the largest positive difference in allocation.
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Trace Root References:
- Investigate the objects with significant memory changes. Look for objects with multiple references or complex relationships that may be holding onto memory unnecessarily.
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Analyze Object Trees:
- Inspect large object trees to identify any potential circular references or unreachable objects that could lead to a memory leak.
Tips:
- If using large maps, search for specific types of maps, e.g., java.util.HashMap.
- Consider using JProfiler for more advanced features and specialized profiling capabilities.
- If unable to modify code for logging, consider using other techniques such as heap dumping and analysis at different stages of the application's execution.
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