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PLINQ 和 TPL 中的 Lambda 運算式

任務平行庫(TPL)包含許多方法,採用其中一個 System.Func<TResult>System.Action 系列委派作為輸入參數。 您可以使用這些委派,將自定義程式邏輯傳遞至平行迴圈、工作或查詢。 TPL 和 PLINQ 的程式代碼範例會使用 Lambda 運算式,將這些委派的實例建立為內嵌程式代碼區塊。 本主題提供 Func 和 Action 的簡短簡介,並示範如何在工作平行連結庫和 PLINQ 中使用 Lambda 表達式。

備註

如需一般委派的詳細資訊,請參閱 委派委派。 如需 C# 和 Visual Basic 中 Lambda 表達式的詳細資訊,請參閱 Lambda 運算式Lambda 運算式

Func 委派類型

Func 委派封裝了一個傳回值的方法。 在 Func 簽章中,最後一個或最右邊的類型參數一律會指定傳回類型。 編譯程式錯誤的其中一個常見原因是嘗試將兩個輸入參數傳遞至 System.Func<T,TResult>;事實上,此類型只接受一個輸入參數。 .NET 定義了 17 個版本的 FuncSystem.Func<TResult>System.Func<T,TResult>System.Func<T1,T2,TResult>,一直到 System.Func<T1,T2,T3,T4,T5,T6,T7,T8,T9,T10,T11,T12,T13,T14,T15,T16,TResult>

動作代理

System.Action 委派會封裝不會傳回值的方法(Visual Basic 中的 Sub)。 在 Action 類型簽章中,類型參數只代表輸入參數。 和 Func一樣,.NET 會從沒有類型參數的版本定義 17 個版本的 Action。從沒有類型參數的版本,到具有 16 個類型參數的版本。

範例

下列 Parallel.ForEach<TSource,TLocal>(IEnumerable<TSource>, Func<TLocal>, Func<TSource,ParallelLoopState,TLocal,TLocal>, Action<TLocal>) 方法範例示範如何使用 Lambda 表達式來表達 Func 和 Action 委派。

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

class ForEachWithThreadLocal
{
    // Demonstrated features:
    // 		Parallel.ForEach()
    //		Thread-local state
    // Expected results:
    //      This example sums up the elements of an int[] in parallel.
    //      Each thread maintains a local sum. When a thread is initialized, that local sum is set to 0.
    //      On every iteration the current element is added to the local sum.
    //      When a thread is done, it safely adds its local sum to the global sum.
    //      After the loop is complete, the global sum is printed out.
    // Documentation:
    //		http://msdn.microsoft.com/library/dd990270(VS.100).aspx
    static void Main()
    {
        // The sum of these elements is 40.
        int[] input = { 4, 1, 6, 2, 9, 5, 10, 3 };
        int sum = 0;

        try
        {
            Parallel.ForEach(
                    input,					        // source collection
                    () => 0,					        // thread local initializer
                    (n, loopState, localSum) =>		// body
                    {
                        localSum += n;
                        Console.WriteLine("Thread={0}, n={1}, localSum={2}", Thread.CurrentThread.ManagedThreadId, n, localSum);
                        return localSum;
                    },
                    (localSum) => Interlocked.Add(ref sum, localSum)					// thread local aggregator
                );

            Console.WriteLine($"\nSum={sum}");
        }
        // No exception is expected in this example, but if one is still thrown from a task,
        // it will be wrapped in AggregateException and propagated to the main thread.
        catch (AggregateException e)
        {
            Console.WriteLine($"Parallel.ForEach has thrown an exception. THIS WAS NOT EXPECTED.\n{e}");
        }
    }
}
Imports System.Threading
Imports System.Threading.Tasks

Module ForEachDemo

    ' Demonstrated features:
    '   Parallel.ForEach()
    '   Thread-local state
    ' Expected results:
    '   This example sums up the elements of an int[] in parallel.
    '   Each thread maintains a local sum. When a thread is initialized, that local sum is set to 0.
    '   On every iteration the current element is added to the local sum.
    '   When a thread is done, it safely adds its local sum to the global sum.
    '   After the loop is complete, the global sum is printed out.
    ' Documentation:
    '   http://msdn.microsoft.com/library/dd990270(VS.100).aspx
    Private Sub ForEachDemo()
        ' The sum of these elements is 40.
        Dim input As Integer() = {4, 1, 6, 2, 9, 5, _
        10, 3}
        Dim sum As Integer = 0

        Try
            ' source collection
            Parallel.ForEach(input,
                             Function()
                                 ' thread local initializer
                                 Return 0
                             End Function,
                             Function(n, loopState, localSum)
                                 ' body
                                 localSum += n
                                 Console.WriteLine("Thread={0}, n={1}, localSum={2}", Thread.CurrentThread.ManagedThreadId, n, localSum)
                                 Return localSum
                             End Function,
                             Sub(localSum)
                                 ' thread local aggregator
                                 Interlocked.Add(sum, localSum)
                             End Sub)

            Console.WriteLine(vbLf & "Sum={0}", sum)
        Catch e As AggregateException
            ' No exception is expected in this example, but if one is still thrown from a task,
            ' it will be wrapped in AggregateException and propagated to the main thread.
            Console.WriteLine("Parallel.ForEach has thrown an exception. THIS WAS NOT EXPECTED." & vbLf & "{0}", e)
        End Try
    End Sub


End Module

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