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static void Main(string[] args) { // create a datasource string[] fruits = new string[] {"apple", "plum", "cherry", "grape", "banana", "pear", "mango"}; // create a parallel foreach to process each item Parallel.ForEach<string>(fruits, dataItem => { Console.WriteLine("{0} has {1} characters", dataItem, dataItem.Length); }); // wait for input before exiting Console.WriteLine("Press enter to finish"); Console.ReadLine(); } } The static Parallel.ForEach<T> method creates a parallel foreach loop where each item that will be processed is of type T. In Listing 25-7, the data source is a string array, so I have used Parallel.ForEach<string>. The parameters for a basic parallel foreach loop are the data source and an Action or lambda expression that will be used to process each item, as illustrated by Figure 25-5.



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Figure 25-5. The anatomy of a parallel foreach loop You won t usually need to provide the generic type when creating a parallel loop because the C# will infer the required type from your data source. A parallel foreach loop takes the data source you have provided and breaks it into chunks, also known as partitions or regions. These chunks are then passed to a group of Tasks which apply the lambda expression or Action to each item in their chunk. This process, known as chunked execution, is illustrated by Figure 25-6.

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The number of chunks that are created and how many items are in each chunk is determined by the TPL and is intended to take into account the capabilities of the hardware on which the program that created the parallel loop is running. Future versions might be more sophisticated, but as of .NET 4.0, the number of chunks is equal to the number of processors or cores installed. Compiling and running Listing 25-7 produces the following results: apple has 5 characters cherry has 6 characters plum has 4 characters grape has 5 characters banana has 6 characters pear has 4 characters mango has 5 characters Press enter to finish Notice that the order of the fruit names in the results do not match the order in which they appear in the source array. This is because the chunking means that the first item that some Tasks will process will be part way into the data.

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The following class demonstrates implementing the interface: public class Calculator : ICalc { public int CalculateProduct(int x, int y) { return x * y; } } Classes that implement interfaces are usually upcast to the interface type, like this: class InterfaceTest { static void Main(string[] args) { // create a new Calculator object and upcast it to the // interface that it implements ICalc calc = new Calculator(); // call a method through the interface int result = calc.CalculateProduct(10, 10); // print out the result Console.WriteLine("Result: {0}", result); // wait for input before exiting Console.WriteLine("Press enter to finish"); Console.ReadLine(); } }

The object keyword is a convenient way of referring to the System.Object type from which all C# types, reference and value, are derived. This keyword is used when the specific type of an object is known and more generalized handling is required for example, collection classes. The use of this keyword has declined since the introduction of generic types.

The second, <typeValidator>, is configured to recognize a Number (which can also be String or Boolean). Should you type something that isn t recognized as a numeric into the text box and tab out, this validator will fire, the red asterisk will appear, and the error tag will appear as You must enter a valid number. See Figure 5-14.

It is possible for a client project to reference the StockTraderTypes assembly solely for the purpose of accessing the custom data type definitions. The client does need to implement the interface class, just because it is included in the assembly. But of course if they do, then they will be required to implement every member of the interface. To create the definition assembly, start by creating a new Class Library project in Visual Studio .NET called StockTraderTypes, and add to it a single class file also called StockTraderTypes. Listing 4-1 shows high-level pseudo-code for the StockTraderTypes definition assembly. Listing 4-1. Pseudo-Code Listing for the StockTraderTypes Definition Assembly

The following statement creates an object and upcasts it to the System.Object type using the object keyword:

object myObject = new StringBuilder("Adam Freeman");

The string keyword is a convenient way of referring to the System.String type, which represents a sequence of characters.

The following statement defines a local variable and uses a string literal to assign a value to it:

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