Switching from manual memory management to garbage-collected languages like Java might create a false sense that memory management is no longer a concern.
Despite seemingly flawless code, there could be hidden memory leaks. The solution involves nulling out references to eliminate obsolete ones, particularly in self-managed classes.
It's essential to handle potential memory leaks in common scenarios, such as with caches and callbacks, to prevent long-term unnoticed issues.
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Introduction
- Transition from manual memory management to garbage-collected languages.
- Objects automatically reclaimed in languages like Java.
- Misconception: No need to think about memory management.
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Simple Stack Implementation Example
public class Stack { private Object[] elements; private int size = 0; private static final int DEFAULT_INITIAL_CAPACITY = 16; public Stack() { elements = new Object[DEFAULT_INITIAL_CAPACITY]; } public void push(Object e) { ensureCapacity(); elements[size++] = e; } public Object pop() { if (size == 0) throw new EmptyStackException(); return elements[--size]; } private void ensureCapacity() { if (elements.length == size) elements = Arrays.copyOf(elements, 2 * size + 1); } }
- No obvious issues, but a potential "memory leak" exists.
- Testing may not reveal the problem immediately.
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Understanding Memory Leaks
- Definition
- "Memory leak" in garbage-collected languages is unintentional object retention.
- Can result in reduced performance or increased memory footprint.
- Identification
- Objects popped off the stack may not be garbage collected.
- Stack maintains obsolete references, causing memory leaks.
- Definition
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Fixing the Issue
public Object pop() { if (size == 0) throw new EmptyStackException(); Object result = elements[--size]; elements[size] = null; // Eliminate obsolete reference return result;
- Null out references when they become obsolete.
- Immediate failure with
NullPointerException
if mistakenly dereferenced.
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Best Practices for Nulling References
- Overcompensation by nulling every reference is unnecessary.
- Nulling out should be the exception, not the norm.
- Let variables fall out of scope naturally (Item 57).
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Understanding Memory Management in the Stack Class
- Stack class manages its memory.
- Elements array: Object reference cells, not the objects.
- Garbage collector treats all object references equally valid.
- Programmer's role: Manually null out elements in the inactive portion.
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Common Sources of Memory Leaks
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Alert for Memory Leaks in Self-Managing Classes
- Whenever an element is freed, null out object references in that element.
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Caches
- Solutions: WeakHashMap for well-defined lifetimes, periodic cleansing for less-defined lifetimes.
- LinkedHashMap's
removeEldestEntry
for cache entry management. - Use java.lang.ref for sophisticated caches.
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Listeners and Callbacks
- Accumulation of callbacks if not deregistered explicitly.
- Ensure garbage collection by storing only weak references, e.g., WeakHashMap keys.
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Detecting and Preventing Memory Leaks
- Memory leaks may persist for years without obvious failures.
- Discovered through careful code inspection or heap profiler.
- Desirable: Anticipate and prevent memory leak problems.