编写一个性能与数组foreach相当的IEnumerator

问题描述 投票:4回答:1

要将foreach支持添加到自定义集合,您需要实现IEnumerable。然而,数组的特殊之处在于它们基本上编译为基于范围的for循环,这比使用IEnumerable要快得多。一个简单的基准确认:

                number of elements: 20,000,000
                            byte[]:  6.860ms
       byte[] as IEnumerable<byte>: 89.444ms
CustomCollection.IEnumerator<byte>: 89.667ms

基准:

private byte[] byteArray = new byte[20000000];
private CustomCollection<byte> collection = new CustomCollection<T>( 20000000 );

[Benchmark]
public void enumerateByteArray()
{
  var counter = 0;
  foreach( var item in byteArray )
     counter += item;
}

[Benchmark]
public void enumerateByteArrayAsIEnumerable()
{
  var counter = 0;
  var casted = (IEnumerable<byte>) byteArray;
  foreach( var item in casted )
     counter += item;
}

[Benchmark]
public void enumerateCollection()
{
  var counter = 0;
  foreach( var item in collection )
     counter += item;
}

并实施:

public class CustomCollectionEnumerator : IEnumerable<T> where T : unmanaged
{
    private CustomCollection<T> _collection;
    private int _index;
    private int _endIndex;

    public CustomCollectionEnumerator( CustomCollection<T> collection )
    {
      _collection = collection;
      _index = -1;
      _endIndex = collection.Length;
    }

    public bool MoveNext()
    {
      if ( _index < _endIndex )
      {
        _index++;
        return ( _index < _endIndex );
      }
      return false;
    }

    public T Current => _collection[ _index ];
    object IEnumerator.Current => _collection[ _index ];
    public void Reset()  { _index = -1; }
    public void Dispose() {  }
}

public class CustomCollection<T> : IEnumerable<T> where T : unmanaged
{
  private T* _ptr;

  public int Length { get; private set; }

  public T this[ int index ]
  {
    [MethodImpl( MethodImplOptions.AggressiveInlining )]
    get => *_ptr[ index ];
    [MethodImpl( MethodImplOptions.AggressiveInlining )]
    set => *_ptr[ index ] = value;
  }

  public IEnumerator<T> GetEnumerator()
  {
    return new CustomCollectionEnumerator<T>( this );
  }
}

因为数组从编译器得到特殊处理,所以它们将IEnumerable集合留在尘埃中。由于C#主要关注类型安全性,我可以理解为什么会出现这种情况,但它仍然会产生大量的开销,特别是对于我的自定义集合,它以与数组完全相同的方式进行枚举。实际上,我的自定义集合比基于for循环的范围中的字节数组更快,因为它使用指针算法来跳过CLR的数组范围检查。

所以我的问题是:有没有办法自定义foreach循环的行为,以便我可以实现与数组相当的性能?也许通过编译器内在函数或用IL手动编译委托?

当然,我总是可以使用基于for循环的范围。我只是好奇是否有任何可能的方法来自定义foreach循环的低级行为,其方式与编译器处理数组的方式类似。

c# ienumerable roslyn
1个回答
2
投票

实际上,类型实际上不需要在IEnumerable语句中使用IEnumerable<T> / foreachforeach语句是duck-typed,这意味着编译器首先查找具有正确签名的公共方法(GetEnumerator()MoveNext()Current),无论它们是否是这些接口的实现,并且只在必要时才回退到接口。

这为一些可以在紧密循环中产生显着差异的优化打开了大门:GetEnumerator()可以返回一个具体类型而不是IEnumerator<T>,然后允许foreach循环使用非虚拟和可能内联调用构建,以及制作枚举器一个struct,以避免GC开销。某些框架集合,例如List<T>也利用了这一点。

与其他几个优化一起,这个基于你的CustomCollection的枚举器非常接近微基准测试中的原始数组循环:

public Enumerator GetEnumerator() => new Enumerator(this);

// Being a ref struct makes it less likely to mess up the pointer usage,
// but doesn't affect the foreach loop
// There is no technical reason why this couldn't implement IEnumerator
// as long as lifetime issues are considered
public unsafe ref struct Enumerator
{
    // Storing the pointer directly instead of the collection reference to reduce indirection
    // Assuming it's immutable for the lifetime of the enumerator
    private readonly T* _ptr;
    private uint _index;
    private readonly uint _endIndex;

    public T Current
    {
        get
        {
            // This check could be omitted at the cost of safety if consumers are
            // expected to never manually use the enumerator in an incorrect order
            if (_index >= _endIndex)
                ThrowInvalidOp();

            // Without the (int) cast Desktop x86 generates much worse code,
            // but only if _ptr is generic. Not sure why.
            return _ptr[(int)_index];
        }
    }

    internal Enumerator(CustomCollection<T> collection)
    {
        _ptr = collection._ptr;
        _index = UInt32.MaxValue;
        _endIndex = (uint)collection.Length;
    }

    // Technically this could unexpectedly reset the enumerator if someone were to
    // manually call MoveNext() countless times after it returns false for some reason
    public bool MoveNext() => unchecked(++_index) < _endIndex;

    // Pulling this out of the getter improves inlining of Current
    private static void ThrowInvalidOp() => throw new InvalidOperationException();
}
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