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Panduan: Membuat Tipe Blok Aliran Data Kustom

Meskipun Pustaka Aliran Data TPL menyediakan beberapa jenis blok aliran data yang mengaktifkan berbagai fungsionalitas, Anda juga dapat membuat jenis blok kustom. Dokumen ini menjelaskan cara membuat jenis blok aliran data yang mengimplementasikan perilaku kustom.

Prasyarat

Baca Aliran Data sebelum Anda membaca dokumen ini.

Nota

Pustaka Aliran Data TPL (namespace System.Threading.Tasks.Dataflow) tidak didistribusikan dengan .NET. Untuk menginstal namespace System.Threading.Tasks.Dataflow di Visual Studio, buka proyek Anda, pilih Kelola Paket NuGet dari menu Project, dan cari paket System.Threading.Tasks.Dataflow secara online. Atau, untuk menginstalnya menggunakan .NET Core CLI , jalankan dotnet add package System.Threading.Tasks.Dataflow.

Menentukan Blok Dataflow Jendela Geser

Pertimbangkan aplikasi aliran data yang mengharuskan nilai input di-buffer lalu output dengan cara jendela geser. Misalnya, untuk nilai input {0, 1, 2, 3, 4, 5} dan ukuran jendela tiga, blok aliran data jendela geser menghasilkan array output {0, 1, 2}, {1, 2, 3}, {2, 3, 4}, dan {3, 4, 5}. Bagian berikut menjelaskan dua cara untuk membuat jenis blok aliran data yang mengimplementasikan perilaku kustom ini. Teknik pertama menggunakan metode Encapsulate untuk menggabungkan fungsionalitas objek ISourceBlock<TOutput> dan objek ITargetBlock<TInput> ke dalam satu blok penyebar. Teknik kedua mendefinisikan kelas yang berasal dari IPropagatorBlock<TInput,TOutput> dan menggabungkan fungsionalitas yang ada untuk melakukan perilaku kustom.

Menggunakan Metode Enkapsulasi untuk Menentukan Blok Aliran Data Jendela Geser

Contoh berikut menggunakan metode Encapsulate untuk membuat blok penyebar dari target dan sumber. Blok penyebar memungkinkan blok sumber dan blok target untuk bertindak sebagai penerima dan pengirim data.

Teknik ini berguna ketika Anda memerlukan fungsionalitas aliran data kustom, tetapi Anda tidak memerlukan jenis yang menyediakan metode, properti, atau bidang tambahan.

// Creates a IPropagatorBlock<T, T[]> object propagates data in a
// sliding window fashion.
public static IPropagatorBlock<T, T[]> CreateSlidingWindow<T>(int windowSize)
{
   // Create a queue to hold messages.
   var queue = new Queue<T>();

   // The source part of the propagator holds arrays of size windowSize
   // and propagates data out to any connected targets.
   var source = new BufferBlock<T[]>();

   // The target part receives data and adds them to the queue.
   var target = new ActionBlock<T>(item =>
   {
      // Add the item to the queue.
      queue.Enqueue(item);
      // Remove the oldest item when the queue size exceeds the window size.
      if (queue.Count > windowSize)
         queue.Dequeue();
      // Post the data in the queue to the source block when the queue size
      // equals the window size.
      if (queue.Count == windowSize)
         source.Post(queue.ToArray());
   });

   // When the target is set to the completed state, propagate out any
   // remaining data and set the source to the completed state.
   target.Completion.ContinueWith(delegate
   {
      if (queue.Count > 0 && queue.Count < windowSize)
         source.Post(queue.ToArray());
      source.Complete();
   });

   // Return a IPropagatorBlock<T, T[]> object that encapsulates the
   // target and source blocks.
   return DataflowBlock.Encapsulate(target, source);
}
' Creates a IPropagatorBlock<T, T[]> object propagates data in a 
' sliding window fashion.
Public Shared Function CreateSlidingWindow(Of T)(ByVal windowSize As Integer) As IPropagatorBlock(Of T, T())
    ' Create a queue to hold messages.
    Dim queue = New Queue(Of T)()

    ' The source part of the propagator holds arrays of size windowSize
    ' and propagates data out to any connected targets.
    Dim source = New BufferBlock(Of T())()

    ' The target part receives data and adds them to the queue.
    Dim target = New ActionBlock(Of T)(Sub(item)
                                           ' Add the item to the queue.
                                           ' Remove the oldest item when the queue size exceeds the window size.
                                           ' Post the data in the queue to the source block when the queue size
                                           ' equals the window size.
                                           queue.Enqueue(item)
                                           If queue.Count > windowSize Then
                                               queue.Dequeue()
                                           End If
                                           If queue.Count = windowSize Then
                                               source.Post(queue.ToArray())
                                           End If
                                       End Sub)

    ' When the target is set to the completed state, propagate out any
    ' remaining data and set the source to the completed state.
    target.Completion.ContinueWith(Sub()
                                       If queue.Count > 0 AndAlso queue.Count < windowSize Then
                                           source.Post(queue.ToArray())
                                       End If
                                       source.Complete()
                                   End Sub)

    ' Return a IPropagatorBlock<T, T[]> object that encapsulates the 
    ' target and source blocks.
    Return DataflowBlock.Encapsulate(target, source)
End Function

Berasal dari IPropagatorBlock untuk Menentukan Blok Aliran Data Jendela Geser

Contoh berikut menunjukkan kelas SlidingWindowBlock. Kelas ini berasal dari IPropagatorBlock<TInput,TOutput> sehingga dapat bertindak sebagai sumber dan target data. Seperti pada contoh sebelumnya, kelas SlidingWindowBlock dibangun pada jenis blok aliran data yang ada. Namun, kelas SlidingWindowBlock juga mengimplementasikan metode yang diperlukan oleh antarmuka ISourceBlock<TOutput>, ITargetBlock<TInput>, dan IDataflowBlock. Semua metode ini meneruskan pekerjaan ke anggota jenis blok aliran data yang telah ditentukan sebelumnya. Misalnya, metode Post menuguhkan pekerjaan kepada anggota data m_target, yang juga merupakan objek ITargetBlock<TInput>.

Teknik ini berguna ketika Anda memerlukan fungsionalitas aliran data kustom, dan juga memerlukan jenis yang menyediakan metode, properti, atau bidang tambahan. Misalnya, kelas SlidingWindowBlock juga berasal dari IReceivableSourceBlock<TOutput> sehingga dapat menyediakan metode TryReceive dan TryReceiveAll. Kelas SlidingWindowBlock juga menunjukkan ekstensibilitas dengan menyediakan properti WindowSize, yang mengambil jumlah elemen di jendela geser.

// Propagates data in a sliding window fashion.
public class SlidingWindowBlock<T> : IPropagatorBlock<T, T[]>,
                                     IReceivableSourceBlock<T[]>
{
   // The size of the window.
   private readonly int m_windowSize;
   // The target part of the block.
   private readonly ITargetBlock<T> m_target;
   // The source part of the block.
   private readonly IReceivableSourceBlock<T[]> m_source;

   // Constructs a SlidingWindowBlock object.
   public SlidingWindowBlock(int windowSize)
   {
      // Create a queue to hold messages.
      var queue = new Queue<T>();

      // The source part of the propagator holds arrays of size windowSize
      // and propagates data out to any connected targets.
      var source = new BufferBlock<T[]>();

      // The target part receives data and adds them to the queue.
      var target = new ActionBlock<T>(item =>
      {
         // Add the item to the queue.
         queue.Enqueue(item);
         // Remove the oldest item when the queue size exceeds the window size.
         if (queue.Count > windowSize)
            queue.Dequeue();
         // Post the data in the queue to the source block when the queue size
         // equals the window size.
         if (queue.Count == windowSize)
            source.Post(queue.ToArray());
      });

      // When the target is set to the completed state, propagate out any
      // remaining data and set the source to the completed state.
      target.Completion.ContinueWith(delegate
      {
         if (queue.Count > 0 && queue.Count < windowSize)
            source.Post(queue.ToArray());
         source.Complete();
      });

      m_windowSize = windowSize;
      m_target = target;
      m_source = source;
   }

   // Retrieves the size of the window.
   public int WindowSize { get { return m_windowSize; } }

   #region IReceivableSourceBlock<TOutput> members

   // Attempts to synchronously receive an item from the source.
   public bool TryReceive(Predicate<T[]> filter, out T[] item)
   {
      return m_source.TryReceive(filter, out item);
   }

   // Attempts to remove all available elements from the source into a new
   // array that is returned.
   public bool TryReceiveAll(out IList<T[]> items)
   {
      return m_source.TryReceiveAll(out items);
   }

   #endregion

   #region ISourceBlock<TOutput> members

   // Links this dataflow block to the provided target.
   public IDisposable LinkTo(ITargetBlock<T[]> target, DataflowLinkOptions linkOptions)
   {
      return m_source.LinkTo(target, linkOptions);
   }

   // Called by a target to reserve a message previously offered by a source
   // but not yet consumed by this target.
   bool ISourceBlock<T[]>.ReserveMessage(DataflowMessageHeader messageHeader,
      ITargetBlock<T[]> target)
   {
      return m_source.ReserveMessage(messageHeader, target);
   }

   // Called by a target to consume a previously offered message from a source.
   T[] ISourceBlock<T[]>.ConsumeMessage(DataflowMessageHeader messageHeader,
      ITargetBlock<T[]> target, out bool messageConsumed)
   {
      return m_source.ConsumeMessage(messageHeader,
         target, out messageConsumed);
   }

   // Called by a target to release a previously reserved message from a source.
   void ISourceBlock<T[]>.ReleaseReservation(DataflowMessageHeader messageHeader,
      ITargetBlock<T[]> target)
   {
      m_source.ReleaseReservation(messageHeader, target);
   }

   #endregion

   #region ITargetBlock<TInput> members

   // Asynchronously passes a message to the target block, giving the target the
   // opportunity to consume the message.
   DataflowMessageStatus ITargetBlock<T>.OfferMessage(DataflowMessageHeader messageHeader,
      T messageValue, ISourceBlock<T> source, bool consumeToAccept)
   {
      return m_target.OfferMessage(messageHeader,
         messageValue, source, consumeToAccept);
   }

   #endregion

   #region IDataflowBlock members

   // Gets a Task that represents the completion of this dataflow block.
   public Task Completion { get { return m_source.Completion; } }

   // Signals to this target block that it should not accept any more messages,
   // nor consume postponed messages.
   public void Complete()
   {
      m_target.Complete();
   }

   public void Fault(Exception error)
   {
      m_target.Fault(error);
   }

   #endregion
}
    ' Propagates data in a sliding window fashion.
    Public Class SlidingWindowBlock(Of T)
        Implements IPropagatorBlock(Of T, T()), IReceivableSourceBlock(Of T())
        ' The size of the window.
        Private ReadOnly m_windowSize As Integer
        ' The target part of the block.
        Private ReadOnly m_target As ITargetBlock(Of T)
        ' The source part of the block.
        Private ReadOnly m_source As IReceivableSourceBlock(Of T())

        ' Constructs a SlidingWindowBlock object.
        Public Sub New(ByVal windowSize As Integer)
            ' Create a queue to hold messages.
            Dim queue = New Queue(Of T)()

            ' The source part of the propagator holds arrays of size windowSize
            ' and propagates data out to any connected targets.
            Dim source = New BufferBlock(Of T())()

            ' The target part receives data and adds them to the queue.
            Dim target = New ActionBlock(Of T)(Sub(item)
                                                   ' Add the item to the queue.
                                                   ' Remove the oldest item when the queue size exceeds the window size.
                                                   ' Post the data in the queue to the source block when the queue size
                                                   ' equals the window size.
                                                   queue.Enqueue(item)
                                                   If queue.Count > windowSize Then
                                                       queue.Dequeue()
                                                   End If
                                                   If queue.Count = windowSize Then
                                                       source.Post(queue.ToArray())
                                                   End If
                                               End Sub)

            ' When the target is set to the completed state, propagate out any
            ' remaining data and set the source to the completed state.
            target.Completion.ContinueWith(Sub()
                                               If queue.Count > 0 AndAlso queue.Count < windowSize Then
                                                   source.Post(queue.ToArray())
                                               End If
                                               source.Complete()
                                           End Sub)

            m_windowSize = windowSize
            m_target = target
            m_source = source
        End Sub

        ' Retrieves the size of the window.
        Public ReadOnly Property WindowSize() As Integer
            Get
                Return m_windowSize
            End Get
        End Property

        '#Region "IReceivableSourceBlock<TOutput> members"

        ' Attempts to synchronously receive an item from the source.
        Public Function TryReceive(ByVal filter As Predicate(Of T()), <System.Runtime.InteropServices.Out()> ByRef item() As T) As Boolean Implements IReceivableSourceBlock(Of T()).TryReceive
            Return m_source.TryReceive(filter, item)
        End Function

        ' Attempts to remove all available elements from the source into a new 
        ' array that is returned.
        Public Function TryReceiveAll(<System.Runtime.InteropServices.Out()> ByRef items As IList(Of T())) As Boolean Implements IReceivableSourceBlock(Of T()).TryReceiveAll
            Return m_source.TryReceiveAll(items)
        End Function

        '#End Region

#Region "ISourceBlock<TOutput> members"

        ' Links this dataflow block to the provided target.
        Public Function LinkTo(ByVal target As ITargetBlock(Of T()), ByVal linkOptions As DataflowLinkOptions) As IDisposable Implements ISourceBlock(Of T()).LinkTo
            Return m_source.LinkTo(target, linkOptions)
        End Function

        ' Called by a target to reserve a message previously offered by a source 
        ' but not yet consumed by this target.
        Private Function ReserveMessage(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T())) As Boolean Implements ISourceBlock(Of T()).ReserveMessage
            Return m_source.ReserveMessage(messageHeader, target)
        End Function

        ' Called by a target to consume a previously offered message from a source.
        Private Function ConsumeMessage(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T()), ByRef messageConsumed As Boolean) As T() Implements ISourceBlock(Of T()).ConsumeMessage
            Return m_source.ConsumeMessage(messageHeader, target, messageConsumed)
        End Function

        ' Called by a target to release a previously reserved message from a source.
        Private Sub ReleaseReservation(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T())) Implements ISourceBlock(Of T()).ReleaseReservation
            m_source.ReleaseReservation(messageHeader, target)
        End Sub

#End Region

#Region "ITargetBlock<TInput> members"

        ' Asynchronously passes a message to the target block, giving the target the 
        ' opportunity to consume the message.
        Private Function OfferMessage(ByVal messageHeader As DataflowMessageHeader, ByVal messageValue As T, ByVal source As ISourceBlock(Of T), ByVal consumeToAccept As Boolean) As DataflowMessageStatus Implements ITargetBlock(Of T).OfferMessage
            Return m_target.OfferMessage(messageHeader, messageValue, source, consumeToAccept)
        End Function

#End Region

#Region "IDataflowBlock members"

        ' Gets a Task that represents the completion of this dataflow block.
        Public ReadOnly Property Completion() As Task Implements IDataflowBlock.Completion
            Get
                Return m_source.Completion
            End Get
        End Property

        ' Signals to this target block that it should not accept any more messages, 
        ' nor consume postponed messages. 
        Public Sub Complete() Implements IDataflowBlock.Complete
            m_target.Complete()
        End Sub

        Public Sub Fault(ByVal [error] As Exception) Implements IDataflowBlock.Fault
            m_target.Fault([error])
        End Sub

#End Region
    End Class

Contoh Lengkap

Contoh berikut menunjukkan kode lengkap untuk panduan ini. Ini juga menunjukkan cara menggunakan kedua blok jendela geser dalam sebuah metode yang menulis ke blok, membaca darinya, dan mencetak hasilnya ke konsol.

using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using System.Threading.Tasks.Dataflow;

// Demonstrates how to create a custom dataflow block type.
class Program
{
   // Creates a IPropagatorBlock<T, T[]> object propagates data in a
   // sliding window fashion.
   public static IPropagatorBlock<T, T[]> CreateSlidingWindow<T>(int windowSize)
   {
      // Create a queue to hold messages.
      var queue = new Queue<T>();

      // The source part of the propagator holds arrays of size windowSize
      // and propagates data out to any connected targets.
      var source = new BufferBlock<T[]>();

      // The target part receives data and adds them to the queue.
      var target = new ActionBlock<T>(item =>
      {
         // Add the item to the queue.
         queue.Enqueue(item);
         // Remove the oldest item when the queue size exceeds the window size.
         if (queue.Count > windowSize)
            queue.Dequeue();
         // Post the data in the queue to the source block when the queue size
         // equals the window size.
         if (queue.Count == windowSize)
            source.Post(queue.ToArray());
      });

      // When the target is set to the completed state, propagate out any
      // remaining data and set the source to the completed state.
      target.Completion.ContinueWith(delegate
      {
         if (queue.Count > 0 && queue.Count < windowSize)
            source.Post(queue.ToArray());
         source.Complete();
      });

      // Return a IPropagatorBlock<T, T[]> object that encapsulates the
      // target and source blocks.
      return DataflowBlock.Encapsulate(target, source);
   }

   // Propagates data in a sliding window fashion.
   public class SlidingWindowBlock<T> : IPropagatorBlock<T, T[]>,
                                        IReceivableSourceBlock<T[]>
   {
      // The size of the window.
      private readonly int m_windowSize;
      // The target part of the block.
      private readonly ITargetBlock<T> m_target;
      // The source part of the block.
      private readonly IReceivableSourceBlock<T[]> m_source;

      // Constructs a SlidingWindowBlock object.
      public SlidingWindowBlock(int windowSize)
      {
         // Create a queue to hold messages.
         var queue = new Queue<T>();

         // The source part of the propagator holds arrays of size windowSize
         // and propagates data out to any connected targets.
         var source = new BufferBlock<T[]>();

         // The target part receives data and adds them to the queue.
         var target = new ActionBlock<T>(item =>
         {
            // Add the item to the queue.
            queue.Enqueue(item);
            // Remove the oldest item when the queue size exceeds the window size.
            if (queue.Count > windowSize)
               queue.Dequeue();
            // Post the data in the queue to the source block when the queue size
            // equals the window size.
            if (queue.Count == windowSize)
               source.Post(queue.ToArray());
         });

         // When the target is set to the completed state, propagate out any
         // remaining data and set the source to the completed state.
         target.Completion.ContinueWith(delegate
         {
            if (queue.Count > 0 && queue.Count < windowSize)
               source.Post(queue.ToArray());
            source.Complete();
         });

         m_windowSize = windowSize;
         m_target = target;
         m_source = source;
      }

      // Retrieves the size of the window.
      public int WindowSize { get { return m_windowSize; } }

      #region IReceivableSourceBlock<TOutput> members

      // Attempts to synchronously receive an item from the source.
      public bool TryReceive(Predicate<T[]> filter, out T[] item)
      {
         return m_source.TryReceive(filter, out item);
      }

      // Attempts to remove all available elements from the source into a new
      // array that is returned.
      public bool TryReceiveAll(out IList<T[]> items)
      {
         return m_source.TryReceiveAll(out items);
      }

      #endregion

      #region ISourceBlock<TOutput> members

      // Links this dataflow block to the provided target.
      public IDisposable LinkTo(ITargetBlock<T[]> target, DataflowLinkOptions linkOptions)
      {
         return m_source.LinkTo(target, linkOptions);
      }

      // Called by a target to reserve a message previously offered by a source
      // but not yet consumed by this target.
      bool ISourceBlock<T[]>.ReserveMessage(DataflowMessageHeader messageHeader,
         ITargetBlock<T[]> target)
      {
         return m_source.ReserveMessage(messageHeader, target);
      }

      // Called by a target to consume a previously offered message from a source.
      T[] ISourceBlock<T[]>.ConsumeMessage(DataflowMessageHeader messageHeader,
         ITargetBlock<T[]> target, out bool messageConsumed)
      {
         return m_source.ConsumeMessage(messageHeader,
            target, out messageConsumed);
      }

      // Called by a target to release a previously reserved message from a source.
      void ISourceBlock<T[]>.ReleaseReservation(DataflowMessageHeader messageHeader,
         ITargetBlock<T[]> target)
      {
         m_source.ReleaseReservation(messageHeader, target);
      }

      #endregion

      #region ITargetBlock<TInput> members

      // Asynchronously passes a message to the target block, giving the target the
      // opportunity to consume the message.
      DataflowMessageStatus ITargetBlock<T>.OfferMessage(DataflowMessageHeader messageHeader,
         T messageValue, ISourceBlock<T> source, bool consumeToAccept)
      {
         return m_target.OfferMessage(messageHeader,
            messageValue, source, consumeToAccept);
      }

      #endregion

      #region IDataflowBlock members

      // Gets a Task that represents the completion of this dataflow block.
      public Task Completion { get { return m_source.Completion; } }

      // Signals to this target block that it should not accept any more messages,
      // nor consume postponed messages.
      public void Complete()
      {
         m_target.Complete();
      }

      public void Fault(Exception error)
      {
         m_target.Fault(error);
      }

      #endregion
   }

   // Demonstrates usage of the sliding window block by sending the provided
   // values to the provided propagator block and printing the output of
   // that block to the console.
   static void DemonstrateSlidingWindow<T>(IPropagatorBlock<T, T[]> slidingWindow,
      IEnumerable<T> values)
   {
      // Create an action block that prints arrays of data to the console.
      string windowComma = string.Empty;
      var printWindow = new ActionBlock<T[]>(window =>
      {
         Console.Write(windowComma);
         Console.Write("{");

         string comma = string.Empty;
         foreach (T item in window)
         {
            Console.Write(comma);
            Console.Write(item);
            comma = ",";
         }
         Console.Write("}");

         windowComma = ", ";
      });

      // Link the printer block to the sliding window block.
      slidingWindow.LinkTo(printWindow);

      // Set the printer block to the completed state when the sliding window
      // block completes.
      slidingWindow.Completion.ContinueWith(delegate { printWindow.Complete(); });

      // Print an additional newline to the console when the printer block completes.
      var completion = printWindow.Completion.ContinueWith(delegate { Console.WriteLine(); });

      // Post the provided values to the sliding window block and then wait
      // for the sliding window block to complete.
      foreach (T value in values)
      {
         slidingWindow.Post(value);
      }
      slidingWindow.Complete();

      // Wait for the printer to complete and perform its final action.
      completion.Wait();
   }

   static void Main(string[] args)
   {

      Console.Write("Using the DataflowBlockExtensions.Encapsulate method ");
      Console.WriteLine("(T=int, windowSize=3):");
      DemonstrateSlidingWindow(CreateSlidingWindow<int>(3), Enumerable.Range(0, 10));

      Console.WriteLine();

      var slidingWindow = new SlidingWindowBlock<char>(4);

      Console.Write("Using SlidingWindowBlock<T> ");
      Console.WriteLine($"(T=char, windowSize={slidingWindow.WindowSize}):");
      DemonstrateSlidingWindow(slidingWindow, from n in Enumerable.Range(65, 10)
                                              select (char)n);
   }
}

/* Output:
Using the DataflowBlockExtensions.Encapsulate method (T=int, windowSize=3):
{0,1,2}, {1,2,3}, {2,3,4}, {3,4,5}, {4,5,6}, {5,6,7}, {6,7,8}, {7,8,9}

Using SlidingWindowBlock<T> (T=char, windowSize=4):
{A,B,C,D}, {B,C,D,E}, {C,D,E,F}, {D,E,F,G}, {E,F,G,H}, {F,G,H,I}, {G,H,I,J}
 */
Imports System.Collections.Generic
Imports System.Linq
Imports System.Threading.Tasks
Imports System.Threading.Tasks.Dataflow

' Demonstrates how to create a custom dataflow block type.
Friend Class Program
    ' Creates a IPropagatorBlock<T, T[]> object propagates data in a 
    ' sliding window fashion.
    Public Shared Function CreateSlidingWindow(Of T)(ByVal windowSize As Integer) As IPropagatorBlock(Of T, T())
        ' Create a queue to hold messages.
        Dim queue = New Queue(Of T)()

        ' The source part of the propagator holds arrays of size windowSize
        ' and propagates data out to any connected targets.
        Dim source = New BufferBlock(Of T())()

        ' The target part receives data and adds them to the queue.
        Dim target = New ActionBlock(Of T)(Sub(item)
                                               ' Add the item to the queue.
                                               ' Remove the oldest item when the queue size exceeds the window size.
                                               ' Post the data in the queue to the source block when the queue size
                                               ' equals the window size.
                                               queue.Enqueue(item)
                                               If queue.Count > windowSize Then
                                                   queue.Dequeue()
                                               End If
                                               If queue.Count = windowSize Then
                                                   source.Post(queue.ToArray())
                                               End If
                                           End Sub)

        ' When the target is set to the completed state, propagate out any
        ' remaining data and set the source to the completed state.
        target.Completion.ContinueWith(Sub()
                                           If queue.Count > 0 AndAlso queue.Count < windowSize Then
                                               source.Post(queue.ToArray())
                                           End If
                                           source.Complete()
                                       End Sub)

        ' Return a IPropagatorBlock<T, T[]> object that encapsulates the 
        ' target and source blocks.
        Return DataflowBlock.Encapsulate(target, source)
    End Function

    ' Propagates data in a sliding window fashion.
    Public Class SlidingWindowBlock(Of T)
        Implements IPropagatorBlock(Of T, T()), IReceivableSourceBlock(Of T())
        ' The size of the window.
        Private ReadOnly m_windowSize As Integer
        ' The target part of the block.
        Private ReadOnly m_target As ITargetBlock(Of T)
        ' The source part of the block.
        Private ReadOnly m_source As IReceivableSourceBlock(Of T())

        ' Constructs a SlidingWindowBlock object.
        Public Sub New(ByVal windowSize As Integer)
            ' Create a queue to hold messages.
            Dim queue = New Queue(Of T)()

            ' The source part of the propagator holds arrays of size windowSize
            ' and propagates data out to any connected targets.
            Dim source = New BufferBlock(Of T())()

            ' The target part receives data and adds them to the queue.
            Dim target = New ActionBlock(Of T)(Sub(item)
                                                   ' Add the item to the queue.
                                                   ' Remove the oldest item when the queue size exceeds the window size.
                                                   ' Post the data in the queue to the source block when the queue size
                                                   ' equals the window size.
                                                   queue.Enqueue(item)
                                                   If queue.Count > windowSize Then
                                                       queue.Dequeue()
                                                   End If
                                                   If queue.Count = windowSize Then
                                                       source.Post(queue.ToArray())
                                                   End If
                                               End Sub)

            ' When the target is set to the completed state, propagate out any
            ' remaining data and set the source to the completed state.
            target.Completion.ContinueWith(Sub()
                                               If queue.Count > 0 AndAlso queue.Count < windowSize Then
                                                   source.Post(queue.ToArray())
                                               End If
                                               source.Complete()
                                           End Sub)

            m_windowSize = windowSize
            m_target = target
            m_source = source
        End Sub

        ' Retrieves the size of the window.
        Public ReadOnly Property WindowSize() As Integer
            Get
                Return m_windowSize
            End Get
        End Property

        '#Region "IReceivableSourceBlock<TOutput> members"

        ' Attempts to synchronously receive an item from the source.
        Public Function TryReceive(ByVal filter As Predicate(Of T()), <System.Runtime.InteropServices.Out()> ByRef item() As T) As Boolean Implements IReceivableSourceBlock(Of T()).TryReceive
            Return m_source.TryReceive(filter, item)
        End Function

        ' Attempts to remove all available elements from the source into a new 
        ' array that is returned.
        Public Function TryReceiveAll(<System.Runtime.InteropServices.Out()> ByRef items As IList(Of T())) As Boolean Implements IReceivableSourceBlock(Of T()).TryReceiveAll
            Return m_source.TryReceiveAll(items)
        End Function

        '#End Region

#Region "ISourceBlock<TOutput> members"

        ' Links this dataflow block to the provided target.
        Public Function LinkTo(ByVal target As ITargetBlock(Of T()), ByVal linkOptions As DataflowLinkOptions) As IDisposable Implements ISourceBlock(Of T()).LinkTo
            Return m_source.LinkTo(target, linkOptions)
        End Function

        ' Called by a target to reserve a message previously offered by a source 
        ' but not yet consumed by this target.
        Private Function ReserveMessage(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T())) As Boolean Implements ISourceBlock(Of T()).ReserveMessage
            Return m_source.ReserveMessage(messageHeader, target)
        End Function

        ' Called by a target to consume a previously offered message from a source.
        Private Function ConsumeMessage(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T()), ByRef messageConsumed As Boolean) As T() Implements ISourceBlock(Of T()).ConsumeMessage
            Return m_source.ConsumeMessage(messageHeader, target, messageConsumed)
        End Function

        ' Called by a target to release a previously reserved message from a source.
        Private Sub ReleaseReservation(ByVal messageHeader As DataflowMessageHeader, ByVal target As ITargetBlock(Of T())) Implements ISourceBlock(Of T()).ReleaseReservation
            m_source.ReleaseReservation(messageHeader, target)
        End Sub

#End Region

#Region "ITargetBlock<TInput> members"

        ' Asynchronously passes a message to the target block, giving the target the 
        ' opportunity to consume the message.
        Private Function OfferMessage(ByVal messageHeader As DataflowMessageHeader, ByVal messageValue As T, ByVal source As ISourceBlock(Of T), ByVal consumeToAccept As Boolean) As DataflowMessageStatus Implements ITargetBlock(Of T).OfferMessage
            Return m_target.OfferMessage(messageHeader, messageValue, source, consumeToAccept)
        End Function

#End Region

#Region "IDataflowBlock members"

        ' Gets a Task that represents the completion of this dataflow block.
        Public ReadOnly Property Completion() As Task Implements IDataflowBlock.Completion
            Get
                Return m_source.Completion
            End Get
        End Property

        ' Signals to this target block that it should not accept any more messages, 
        ' nor consume postponed messages. 
        Public Sub Complete() Implements IDataflowBlock.Complete
            m_target.Complete()
        End Sub

        Public Sub Fault(ByVal [error] As Exception) Implements IDataflowBlock.Fault
            m_target.Fault([error])
        End Sub

#End Region
    End Class

    ' Demonstrates usage of the sliding window block by sending the provided
    ' values to the provided propagator block and printing the output of 
    ' that block to the console.
    Private Shared Sub DemonstrateSlidingWindow(Of T)(ByVal slidingWindow As IPropagatorBlock(Of T, T()), ByVal values As IEnumerable(Of T))
        ' Create an action block that prints arrays of data to the console.
        Dim windowComma As String = String.Empty
        Dim printWindow = New ActionBlock(Of T())(Sub(window)
                                                      Console.Write(windowComma)
                                                      Console.Write("{")
                                                      Dim comma As String = String.Empty
                                                      For Each item As T In window
                                                          Console.Write(comma)
                                                          Console.Write(item)
                                                          comma = ","
                                                      Next item
                                                      Console.Write("}")
                                                      windowComma = ", "
                                                  End Sub)

        ' Link the printer block to the sliding window block.
        slidingWindow.LinkTo(printWindow)

        ' Set the printer block to the completed state when the sliding window
        ' block completes.
        slidingWindow.Completion.ContinueWith(Sub() printWindow.Complete())

        ' Print an additional newline to the console when the printer block completes.
        Dim completion = printWindow.Completion.ContinueWith(Sub() Console.WriteLine())

        ' Post the provided values to the sliding window block and then wait
        ' for the sliding window block to complete.
        For Each value As T In values
            slidingWindow.Post(value)
        Next value
        slidingWindow.Complete()

        ' Wait for the printer to complete and perform its final action.
        completion.Wait()
    End Sub

    Shared Sub Main(ByVal args() As String)

        Console.Write("Using the DataflowBlockExtensions.Encapsulate method ")
        Console.WriteLine("(T=int, windowSize=3):")
        DemonstrateSlidingWindow(CreateSlidingWindow(Of Integer)(3), Enumerable.Range(0, 10))

        Console.WriteLine()

        Dim slidingWindow = New SlidingWindowBlock(Of Char)(4)

        Console.Write("Using SlidingWindowBlock<T> ")
        Console.WriteLine("(T=char, windowSize={0}):", slidingWindow.WindowSize)
        DemonstrateSlidingWindow(slidingWindow, _
            From n In Enumerable.Range(65, 10) _
            Select ChrW(n))
    End Sub
End Class

' Output:
'Using the DataflowBlockExtensions.Encapsulate method (T=int, windowSize=3):
'{0,1,2}, {1,2,3}, {2,3,4}, {3,4,5}, {4,5,6}, {5,6,7}, {6,7,8}, {7,8,9}
'
'Using SlidingWindowBlock<T> (T=char, windowSize=4):
'{A,B,C,D}, {B,C,D,E}, {C,D,E,F}, {D,E,F,G}, {E,F,G,H}, {F,G,H,I}, {G,H,I,J}
' 

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