Tuesday, December 10, 2013

Task Parallel Library

Task Parallel Library is use to concurrently execute multiple task, method, many class functions
it include within namespace
 using System.Threading;
using System.Threading.Tasks;
In .NET 4.5, we have a set of new API's to simplify the process of adding parallelism and concurrency to applications. This set of API's is called the "Task Parallel Library (TPL)" and is located in the System.Threading and System.Threading.Tasks namespaces.
The Parallel class found in the System.Threading.Tasks namespace “provides library-based data parallel replacements for common operations such as for loops, for each loops, and execution of a set of statements”. In this article, we will use the  Invoke method of the Parallel class to call multiple methods, possibly in parallel.
Update: Also check the following articles:
Follow these steps:
Step 1: Open VS 2010 > File > New Project > Choose ‘Windows’ from the Installed Templates list > Console Application. Give a name to your project and choose a location to save the project.
NewProject
Step 2: Add the following namespaces
C#
using System.Threading;
using System.Threading.Tasks;
 
VB.NET
Imports System.Threading
Imports System.Threading.Tasks
Now write the following three methods which will possibly be called concurrently using Parallel.Invoke()
C#
static void GenerateNumbers()
{
    for (int i = 0; i < 10; i++)
    {
        Console.WriteLine("Method1 - Number: {0}", i);
        Thread.Sleep(1000);
    }
}
 
static void PrintCharacters()
{
    string str = "dotnetcurry";
    for (int i = 0; i < str.Length; i++)
    {
        Console.WriteLine("Method2 - Character: {0}", str[i]);
        Thread.Sleep(1000);
    }
 
}
 
static void PrintArray()
{
    int[] arr = {1, 2, 3, 4, 5, 6, 7, 8 };
    foreach (int i in arr)
    {
        Console.WriteLine("Method3 - Array: {0}", i);
        Thread.Sleep(1000);
    }
}
 
VB.NET
Shared Sub GenerateNumbers()
      For i As Integer = 0 To 9
            Console.WriteLine("Method1 - Number: {0}", i)
            Thread.Sleep(1000)
      Next i
End Sub
 
Shared Sub PrintCharacters()
      Dim str As String = "dotnetcurry"
      For i As Integer = 0 To str.Length - 1
            Console.WriteLine("Method2 - Character: {0}", str.Chars(i))
            Thread.Sleep(1000)
      Next i
 
End Sub
 
Shared Sub PrintArray()
      Dim arr() As Integer = {1, 2, 3, 4, 5, 6, 7, 8 }
      For Each i As Integer In arr
            Console.WriteLine("Method3 - Array: {0}", i)
            Thread.Sleep(1000)
      Next i
End Sub
 
Step 3: In order to call these 3 methods concurrently, we will use Parallel.Invoke() as shown below:
C#
static void Main(string[] args)
{
    Parallel.Invoke(
        new Action(GenerateNumbers),
        new Action(PrintCharacters),
        new Action(PrintArray)
        );
 
    Console.ReadLine();
}
 
VB.NET
Shared Sub Main(ByVal args() As String)
      Parallel.Invoke(New Action(AddressOf GenerateNumbers), New Action(AddressOfPrintCharacters), New Action(AddressOf PrintArray))
 
      Console.ReadLine()
End Sub
Observe how these methods are being called, in parallel
CommandLine
In this article, we used Parallel.Invoke() to call methods that did not return a value. For methods that return a value, you would need to use the Task class which we will explore in one of the forthcoming articles. [Update: Also check the next part of this article Parallel Tasks in .NET 4.0 (Part II) – Methods that Return value  and Cancelling Tasks in .NET 4.0 and
The entire source code of this article can be downloaded over hereI hope you liked the article and I thank you for viewing it.

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