Help! I Have a Memory Leak

本文探讨了C++中常见的内存泄漏问题,并提供了详细的解决方案。从简单的忘记释放内存到复杂的对象引用计数管理,再到避免内存破坏的方法都有涉及。

转自:http://cuppadev.co.uk/help-i-have-a-memory-leak/


Recently i had a project which had some of the worst memory leaks in C++ i’ve ever had to deal with. It had just about every memory leak problem you could think of, all of which could have been solved with a little bit of planning.

Using tools such as Valgrind or Instruments surely helps, but they can only help you so much.

So if you have a nightmarish C++ project with memory leaks, heres a few ways in which you can solve them.

Stage 1: Forgetfulness

We start off with a simple case: when you make an object but never delete it. e.g.:

  Object *foo = new Object(); // foo never deleted

Which can be solved by:

  delete foo; // <<< delete the object

Stage 2: Garbage Collection

Sometimes you have a pointer to an object which is re-assigned at one point, but the old object is never deleted.

  Object *foo;

  foo = new Object();
  // ... later on ...
  foo = new Object();

Which can be solved by deleting the object before re-assigning:

  Object *foo;

  foo = new Object();
  // ... later on ...
  delete foo; // <<< delete the old object
  foo = new Object();

Stage 3: Destructors

Some people assume if you make a couple of classes like this:

  class Foo
  {
    Foo();
    ~Foo();
  };

  class Woo : public Foo
  {
    Woo();
    ~Woo();
  };

If you destroy an instance of Woo both ~Woo and ~Foo will be called. Only it wont: only ~Woo will be called. Anything you free in ~Foo will never be freed.

So if you want ~Foo to be called too, the destructor for Foo needs to be virtual, i.e.:

  class Foo
  {
    Foo();
    virtual ~Foo(); // <<<
  };

Stage 4: Spaghetti

Things start getting complicated when you have objects which can be referenced by multiple objects. For example:

  Object *foo, *child1, *child2;

  foo = new Object();
  child1 = new Object();
  child1->parent = foo;
  child2 = new Object(foo);
  child1->parent = foo;

Now when do we delete foo? If we make child1 or child2 delete it, we’ll probably get a crash when we delete foo twice. If we delete it elsewhere, how do we know child1 or child2 aren’t still using it?

One possible solution is to use a reference counting system like in Objective C, so when we reach 0 we delete the object:

  class Object
  {
    Object* retain()
    {
      retainCount++; // object is being used
      return this;
    }
    void release()
    {
      --retainCount; // object is no longer being used
      if (retainCount <= 0)
        delete this;
    }
    
    virtual ~Object()
    {
      if (parent) parent->release();
    }
    
    Object *parent;
  };

  // ...

  Object *foo, *child1, *child2;

  foo = new Object();
  child1 = new Object();
  child1->parent = foo->retain(); // object is being used by child1
  child2 = new Object(foo);
  child1->parent = foo->retain(); // object is being used by child2

If you want to be more fancy you can make a smart pointer class, e.g.

  // Modified Object
  
  class Object
  {
    Object* retain()
    {
      retainCount++;
      return this;
    }
  
    void release()
    {
      --retainCount;
      if (retainCount <= 0)
        delete this;
    }
  
    virtual ~Object()
    {
      parent = NULL;
    }
  
    ObjectReference parent;
  };

  // The smart pointer

  class ObjectReference
  {
  public:
    // Constructor
    ObjectReference()
    {
      object = NULL;
    }
    
    // Assignment initializer
    ObjectReference(const ObjectReference &ref)
    {
      object = ref.object ? ref.object->retain() : NULL;
    }
    
    // Assignment operator
    ObjectReference& operator=(const ObjectReference &ref)
    {
      if (object) object->release();
      object = ref.object ? ref.object->retain() : NULL;
      return *this;
    }
    
    // Pointer operator
    operator Object*()        { return object; }
    
    Object *object; // reference to Object
  };
  
  // ...
  
  Object *foo, *child1, *child2;

  foo = new Object();
  child1 = new Object();
  child1->parent = foo; // automagically retains foo
  child2 = new Object();
  child1->parent = foo; // automagically retains foo

Beware however that when you get a circular reference your objects may never be released using this method.

Stage 5: Runaway Spaghetti

Even if you have a reference counting system, you might encounter situations where you release or retain objects too much. Typically memory leak tools only tell you where objects were allocated, not who the retain/release culprit is.

One way of solving this is to keep track of where you retain and release objects

  class Object
  {
    Object* retain(char *file=NULL, int line=0, char *owner=NULL, int addr=0) {
       retainCount++; 
       if (owner)
         printf("%x: retain (%i) [%s @ %i] OWNER %s[%x]", this, retainCount, file ? file : "", line, owner, addr);
       else
         printf("%x: retain (%i) [%s @ %i]", this, retainCount, file ? file : "", line);  
       return this;
    }

    void release(char *file=NULL, int line=0, char *owner = NULL, int addr=0) {
       --retainCount;
       if (owner)
         printf("%x: release (%i) [%s @ %i] OWNER %s[%x]", this, retainCount,file ? file : "", line, owner, addr);
       else
         printf("%x: release (%i) [%s @ %i]", this, retainCount,file ? file : "", line);
   
       if (retainCount <= 0)
         delete this;
    }
    
    // ...
  };

  // ...

  Object *foo, *child1, *child2;

  foo = new Object();
  child1 = new Object();
  child1->parent = foo->retain(__FILE__, __LINE__, "Object", child1);
  child2 = new Object(foo);
  child1->parent = foo->retain(__FILE__, __LINE__, "Object", child2);

Then you can simply examine your logs and spot the problematic line of code for that extra release or retain.

Final boss

Of course once you have solved all of your leaks, you might find you bump into the arch nemesis: Memory Corruption. Specifically, this:

  class Entity
  {
  public:
    float mNextThink;
  
    Entity();
    void think();
  };

  Entity::Entity()
  {
  
  }

What is wrong with this? Well say we have some code like this….

  for (int i=0; i<mEntities.size(); i++)
  {
    if (smCurrentTime >= mEntities[i]->mNextThink)
      mEntities[i]->think();
  }

Then think may never be called, since mNextThink is never initialized, so its value will be undefined. It could be 0, it could be -10000. Who knows. The solution is simple:

  Entity::Entity() :
  mNextThink(0) // set a default value
  {
  }

With all of your memory leaks solved, you should now be able to sleep better.

 

### Identifying and Preventing Memory Leaks in Software Development Memory leaks are a common issue in software development, particularly in applications that manage memory manually. A memory leak occurs when a program allocates memory and fails to release it after it is no longer needed. Over time, this can lead to excessive memory consumption, degraded performance, or even application crashes. Detecting and preventing memory leaks is crucial for maintaining application stability and efficiency. #### Identifying Memory Leaks To identify memory leaks, developers can use a combination of tools and techniques: - **Profiling Tools**: Tools like Valgrind for C/C++, VisualVM for Java, or Instruments for macOS and iOS can track memory allocations and detect memory leaks. These tools provide detailed reports on memory usage over time and can pinpoint areas where memory is not being properly released. - **Logging and Debugging**: By logging memory allocation and deallocation events, developers can manually inspect logs to identify discrepancies. Setting breakpoints in a debugger can also help track down where memory is being allocated without being freed. - **Unit Testing**: Writing unit tests that monitor memory usage can help detect memory leaks in specific functions or modules. For example, running a function repeatedly and observing if memory usage increases linearly can indicate a memory leak. - **Code Reviews**: Regular code reviews can help catch memory management issues early. Reviewers should look for patterns such as missing `free()` calls in C, unbalanced `retain`/`release` in Objective-C, or failure to close resources in languages like Java. #### Preventing Memory Leaks Preventing memory leaks involves adopting best practices and using modern programming techniques: - **Use Smart Pointers (C++)**: In C++, smart pointers like `std::unique_ptr` and `std::shared_ptr` automatically manage memory, reducing the risk of leaks. These pointers ensure that memory is released when it is no longer referenced. - **Garbage Collection (Java, .NET)**: Languages with built-in garbage collection, such as Java and C#, reduce the burden of manual memory management. However, developers should still be cautious with object lifetimes and avoid unintentional object retention, such as holding references in static collections. - **Resource Management Patterns**: Use patterns like RAII (Resource Acquisition Is Initialization) in C++ or try-with-resources in Java to ensure that resources are properly released when they are no longer needed. - **Avoid Circular References**: In environments with reference counting (e.g., Objective-C, Python), circular references can prevent objects from being deallocated. Using weak references can help break these cycles. - **Use Memory-Safe Languages**: Consider using memory-safe languages like Rust, which enforce memory safety at compile time without relying on a garbage collector. #### Example: Detecting a Memory Leak in C ```c #include <stdlib.h> #include <stdio.h> void leak_memory() { char *buffer = (char *)malloc(100); // Forgot to free the buffer } int main() { while (1) { leak_memory(); sleep(1); // Simulate ongoing process } return 0; } ``` In this example, the `leak_memory` function allocates memory but never frees it. Over time, this will cause the program's memory usage to grow indefinitely. Tools like Valgrind can detect this leak and report the source. #### Example: Using Smart Pointers in C++ ```cpp #include <memory> #include <iostream> void safe_memory() { std::unique_ptr<int> ptr(new int(42)); std::cout << *ptr << std::endl; // Memory is automatically freed when ptr goes out of scope } int main() { safe_memory(); return 0; } ``` Here, `std::unique_ptr` ensures that the allocated memory is automatically released when the pointer goes out of scope, preventing a memory leak. #### Example: Using Try-With-Resources in Java ```java import java.io.*; public class ResourceExample { public static void main(String[] args) { try (BufferedReader br = new BufferedReader(new FileReader("file.txt"))) { String line; while ((line = br.readLine()) != null) { System.out.println(line); } } catch (IOException e) { e.printStackTrace(); } } } ``` In this Java example, the `BufferedReader` is declared within a try-with-resources statement, ensuring that it is closed automatically at the end of the block. ###
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