.NET中常见的内存泄露问题——GC、委托事件和弱引用

一、什么是内存泄露(memory leak)?

内存泄露不是指内存坏了,也不是指内存没插稳漏出来了,简单来说,内存泄露就是在你期待的时间内你程序所占用的内存没有按照你想象中的那样被释放。

因此什么是你期待的时间呢?明白这点很重要。如果一个对象占用内存的时间和包含这个对象的程序一样长,但是你并不期望是这样。那么就可以认为是内存泄露了。用具体例子来说明如下:

class Button {
public void OnClick(object sender, EventArgs e) {
...
}
}
class Program {
static event EventHandler ButtonClick;
static void Main(string[] args) {
Button button = new Button();
ButtonClick += button.OnClick;
}
}

上面这段代码中,我们使用了一个静态的事件,而静态成员的生命周期是从AppDomain被加载开始,直到AppDomain被卸载,也就是说在通常情况下如果进程没被关闭,又忘记取消注册事件,那么ButtonClick事件包含的EventHandler委托所引用的对象会一直存在到进程结束为止,这就造成了内存泄露问题。这也是.NET中最常见的内存泄露问题的原因之一。后面我会接着说怎么解决这种事件造成的泄露问题。

二、内存回收的方式

1、引用计数

引用计数的含义是跟踪记录每个值被引用的次数。当声明了一个变量并将一个引用类型值赋给该变量时,则这个值的引用次数就是1。如果同一个值又被赋给另一个 变量,则该值的引用次数加1。相反,如果包含对这个值引用的变量又取得了另外一个值,则这个值的引用次数减1。当这个值的引用次数变成0时,则说明没有办 法再访问这个值了,因而就可以将其占用的内存空间回收回来。这样,当垃圾收集器下次再运行时,它就会释放那些引用次数为零的值所占用的内存。

像原来IE6中Javascript中原生对象内存回收的方式就是通过检查对象是否有引用来判断一个对象是否是垃圾。IE9之前,其BOM和DOM中的对象是使用C++以COM对象的形式实现的,而COM对象的垃圾收集机制采用的也是引用计数策略。而这种方式通常会因为循环引用导致内存泄露,也就是A引用B的同时,B也引用者A。 在Objective-C中也会有这样的循环引用的问题。在Objective-C中的解决方案就是给一方标记为weak,介绍可以参看这里,关于Objective-C中的委托模式的介绍。

2、标记清除法(mark-weep)

C#中采用的是标记法回收内存,全部对象都要标记,并且只标记一次就不再标记。判断一个对象是不是垃圾取决于是否有引用,而是取决是是否被root引用。

root的类型有寄存器中的变量,线程栈上的变量,静态变量等。

我们来看一幅通常情况下的对象图,图中有一个循环引用。

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" 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我们抽取其中一部分图说明

在采用标记清除策略的实现中,由于函数执行之后,local3出栈,离开了作用域,因此这种相互引用在标记清除法中不是个问题。

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" 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" alt="" />
我们很容易看出,因为每一个对象都要mark,因此创建大量的小对象会给Mark阶段造成压力。值得注意的是,在GC的mark和weep阶段,会挂起所有线程,因此创建大量的线程也是会对GC造成问题。这个问题我以后会再讨论。

三、弱引用解决一些问题

如前面所说,忘记取消注册事件通常是.NET中最常见的内存泄露问题,我们怎么自动化的解决这个问题呢?也就是说当方法所属的对象已经被标记为垃圾的时候,我们就在事件中取消注册这个方法。这时就可以通过弱引用来实现。

委托的本质就是一个类,包含了几个关键属性:

1. 指向原对象的Target属性(强引用)。

2. 一个指向方法的ptr指针。

3. 内部维护着一个集合(delegate是以链表结构实现)。

因为.NET中的委托是强引用,我们要把它改成弱引用,我们可以抓住这个这些特征,创建一个自己的WeakDelegate类。

事件的本质就是一个访问器方法,和委托的关系类似于字段和属性,也就是控制外部对字段的访问。我们可以通过自定义add和remove方法来把外部的委托转换成我们自己定义的委托。

public class Button
{
private class WeakDelegate
{
public WeakReference Target;
public MethodInfo Method;
}
private List<WeakDelegate> clickSubscribers = new List<WeakDelegate>();
public event EventHandler Click
{
add
{
clickSubscribers.Add(new WeakDelegate
{
Target = new WeakReference(value.Target),
Method = value.Method
});
}
remove
     {
    .....
   }
}
public void FireClick()
{
List<WeakDelegate> toRemove = new List<WeakDelegate>();
foreach (WeakDelegate subscriber in clickSubscribers)
{
       //第一个Target表示方法所属的对象,第二个Target表示这个对象是否被标记为垃圾,如果为null则表示为已经被标记为垃圾。
object target = subscriber.Target.Target;
if (target == null)
{
toRemove.Add(subscriber);
}
else
{
subscriber.Method.Invoke(target, new object[] { this, EventArgs.Empty });
}
}
clickSubscribers.RemoveAll(toRemove);
}
}

  弱引用还可以用来创建一个对象池,对象池就是通过管理少量的对象来减少内存和GC压力。我们可以通过强引用来表示对象池内最小的对象数量,通过弱引用来表示可以达到的最大的数量。

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