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HOW TO:實作動態磁碟分割

下列範例顯示如何實作自訂 System.Collections.Concurrent.OrderablePartitioner<TSource>,這個項目會實作動態磁碟分割並且可從特定多載 ForEach 和從 PLINQ 受到使用。

範例

每次磁碟分割在列舉程式上呼叫 MoveNext 時,列舉程式都會提供一個清單項目給該磁碟分割。 在 PLINQ 和 ForEach 的案例中,磁碟分割是 Task 執行個體。 因為要求會並行發生在多個執行緒上,所以對目前索引的存取會受到同步處理。

Imports System.Threading
Imports System.Threading.Tasks
Imports System.Collections.Concurrent
Module Module1
    Public Class OrderableListPartitioner(Of TSource)
        Inherits OrderablePartitioner(Of TSource)


        Private ReadOnly m_input As IList(Of TSource)

        Public Sub New(ByVal input As IList(Of TSource))
            MyBase.New(True, False, True)
            m_input = input
        End Sub

        ' Must override to return true.
        Public Overrides ReadOnly Property SupportsDynamicPartitions As Boolean
            Get
                Return True
            End Get
        End Property

        Public Overrides Function GetOrderablePartitions(ByVal partitionCount As Integer) As IList(Of IEnumerator(Of KeyValuePair(Of Long, TSource)))
            Dim dynamicPartitions = GetOrderableDynamicPartitions()
            Dim partitions(partitionCount - 1) As IEnumerator(Of KeyValuePair(Of Long, TSource))

            For i = 0 To partitionCount - 1
                partitions(i) = dynamicPartitions.GetEnumerator()
            Next

            Return partitions
        End Function

        Public Overrides Function GetOrderableDynamicPartitions() As IEnumerable(Of KeyValuePair(Of Long, TSource))
            Return New ListDynamicPartitions(m_input)
        End Function

        Private Class ListDynamicPartitions
            Implements IEnumerable(Of KeyValuePair(Of Long, TSource))

            Private m_input As IList(Of TSource)

            Friend Sub New(ByVal input As IList(Of TSource))
                m_input = input
            End Sub

            Public Function GetEnumerator() As IEnumerator(Of KeyValuePair(Of Long, TSource)) Implements IEnumerable(Of KeyValuePair(Of Long, TSource)).GetEnumerator
                Return New ListDynamicPartitionsEnumerator(m_input)
            End Function

            Public Function GetEnumerator1() As IEnumerator Implements IEnumerable.GetEnumerator
                Return CType(Me, IEnumerable).GetEnumerator()
            End Function
        End Class

        Private Class ListDynamicPartitionsEnumerator
            Implements IEnumerator(Of KeyValuePair(Of Long, TSource))

            Private m_input As IList(Of TSource)
            Shared m_pos As Integer = 0
            Private m_current As KeyValuePair(Of Long, TSource)

            Public Sub New(ByVal input As IList(Of TSource))
                m_input = input
                m_pos = 0
                Me.disposedValue = False
            End Sub

            Public ReadOnly Property Current As KeyValuePair(Of Long, TSource) Implements IEnumerator(Of KeyValuePair(Of Long, TSource)).Current
                Get
                    Return m_current
                End Get
            End Property

            Public ReadOnly Property Current1 As Object Implements IEnumerator.Current
                Get
                    Return Me.Current
                End Get
            End Property

            Public Function MoveNext() As Boolean Implements IEnumerator.MoveNext
                Dim elemIndex = Interlocked.Increment(m_pos) - 1
                If elemIndex >= m_input.Count Then
                    Return False
                End If

                m_current = New KeyValuePair(Of Long, TSource)(elemIndex, m_input(elemIndex))
                Return True
            End Function

            Public Sub Reset() Implements IEnumerator.Reset
                m_pos = 0
            End Sub

            Private disposedValue As Boolean ' To detect redundant calls

            Protected Overridable Sub Dispose(ByVal disposing As Boolean)
                If Not Me.disposedValue Then
                    m_input = Nothing
                    m_current = Nothing
                End If
                Me.disposedValue = True
            End Sub

            Public Sub Dispose() Implements IDisposable.Dispose
                Dispose(True)
                GC.SuppressFinalize(Me)
            End Sub

        End Class

    End Class

    Class ConsumerClass

        Shared Sub Main()

            Console.BufferHeight = 20000
            Dim nums = Enumerable.Range(0, 2000).ToArray()

            Dim partitioner = New OrderableListPartitioner(Of Integer)(nums)

            ' Use with Parallel.ForEach
            Parallel.ForEach(partitioner, Sub(i) Console.Write("{0}:{1}  ", i, Thread.CurrentThread.ManagedThreadId))

            Console.WriteLine("PLINQ -----------------------------------")


            ' create a new partitioner, since Enumerators are not reusable.
            Dim partitioner2 = New OrderableListPartitioner(Of Integer)(nums)
            ' Use with PLINQ
            Dim query = From num In partitioner2.AsParallel()
                        Where num Mod 8 = 0
                        Select num

            For Each v In query
                Console.Write("{0}  ", v)
            Next

            Console.WriteLine("press any key")
            Console.ReadKey()
        End Sub
    End Class

End Module
//
// An orderable dynamic partitioner for lists
//
class OrderableListPartitioner<TSource> : OrderablePartitioner<TSource>
{
    private readonly IList<TSource> m_input;

    public OrderableListPartitioner(IList<TSource> input)
        : base(true, false, true)
    {
        m_input = input;
    }

    // Must override to return true.
    public override bool SupportsDynamicPartitions
    {
        get
        {
            return true;
        }
    }

    public override IList<IEnumerator<KeyValuePair<long, TSource>>>
        GetOrderablePartitions(int partitionCount)
    {
        var dynamicPartitions = GetOrderableDynamicPartitions();
        var partitions =
            new IEnumerator<KeyValuePair<long, TSource>>[partitionCount];

        for (int i = 0; i < partitionCount; i++)
        {
            partitions[i] = dynamicPartitions.GetEnumerator();
        }
        return partitions;
    }

    public override IEnumerable<KeyValuePair<long, TSource>>
        GetOrderableDynamicPartitions()
    {
        return new ListDynamicPartitions(m_input);
    }

    private class ListDynamicPartitions
        : IEnumerable<KeyValuePair<long, TSource>>
    {
        private IList<TSource> m_input;
        private int m_pos = 0;

        internal ListDynamicPartitions(IList<TSource> input)
        {
            m_input = input;
        }

        public IEnumerator<KeyValuePair<long, TSource>> GetEnumerator()
        {
            while (true)
            {
                // Each task gets the next item in the list. The index is 
                // incremented in a thread-safe manner to avoid races.
                int elemIndex = Interlocked.Increment(ref m_pos) - 1;

                if (elemIndex >= m_input.Count)
                {
                    yield break;
                }

                yield return new KeyValuePair<long, TSource>(
                    elemIndex, m_input[elemIndex]);
            }
        }

        IEnumerator IEnumerable.GetEnumerator()
        {
            return
               ((IEnumerable<KeyValuePair<long, TSource>>)this)
               .GetEnumerator();
        }
    }
}

class ConsumerClass
{
    static void Main()
    {
        var nums = Enumerable.Range(0, 10000).ToArray();
        OrderableListPartitioner<int> partitioner = new OrderableListPartitioner<int>(nums);

        // Use with Parallel.ForEach
        Parallel.ForEach(partitioner, (i) => Console.WriteLine(i));


        // Use with PLINQ
        var query = from num in partitioner.AsParallel()
                    where num % 2 == 0
                    select num;

        foreach (var v in query)
            Console.WriteLine(v);
    }
}

這是一個區塊 (Chunk) 分割範例,每個區塊都由一個項目組成。 藉由同時提供更多項目,您可以減少鎖定爭用情形,理論上可達到更快的效能。 但是有時候,使用較大的區塊時,可能需有額外的負載平衡邏輯來讓所有執行緒都保持運作,直到完成所有工作為止。

請參閱

工作

HOW TO:使用靜態數目的磁碟分割實作 Partitioner

概念

PLINQ 和 TPL 的自訂 Partitioner