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> SystemEnvironmentCurrentDirectory <- __SOURCE_DIRECTORY__;; val it : unit = () > MakeImageFiles();; val it : unit = () We have left the transformation on the image largely unspecified, such as the function TransformImage By changing the value of processImageRepeats, you can adjust the computation from compute bound to I/O bound The problem with this implementation is that each image is read and processed sequentially, when in practice multiple images can be read and transformed simultaneously, giving much greater throughput Listing 13-7 shows the implementation of the image processor using an asynchronous workflow Listing 13-7 The Asynchronous Image Processor open MicrosoftFSharpControl open MicrosoftFSharpControlCommonExtensions let ProcessImageAsync(i) = async { use inStream = FileOpenRead(sprintf "Image%dtmp" i) let! pixels = inStreamReadAsync(numPixels) let pixels' = TransformImage(pixels,i) use outStream = FileOpenWrite(sprintf "Image%ddone" i) do! outStreamWriteAsync(pixels') } let ProcessImagesAsync() = printfn "ProcessImagesAsync...

wrapping it in a new exception object is so the property name can be included in the message returned to the calling code. That bit of information is invaluable when using the Map() method.

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document.body.appendChild(header); // add the definition list to the body document.body.appendChild(dlist); } The function should be called when the page loads. You can use the window.onload event to do this: window.onload = displayAbbreviations; It would be better to use the addLoadEvent function in case you need to add more events to window.onload. Write the following addLoadEvent function to a new JavaScript file, addLoadEvent.js. Store the file in the scripts folder. function addLoadEvent(func) { var oldonload = window.onload; if (typeof window.onload != 'function') { window.onload = func; } else { window.onload = function() { oldonload(); func(); } } } In the displayAbbreviations.js file, add this line: addLoadEvent(displayAbbreviations); The JavaScript files are ready. We ll need to reference both files from <script> tags at the end of the document before the </body> of explanation.html: <script src="scripts/addLoadEvent.js"></script> <script src="scripts/displayAbbreviations.js"></script>

Mapping from one object to another is done in a similar manner. The primary exception is that the list of source property names doesn t come from the keys in a dictionary, but rather must be retrieved from the source object.

"; let tasks = [ for i in 1 . numImages -> ProcessImageAsync(i) ] AsyncRun (AsyncParallel tasks) |> ignore printfn "ProcessImagesAsync finished!"; On the one of our machines, the asynchronous version of the code ran up to three times as fast as the synchronous version (in total elapsed time), when processImageRepeats is 20 and numImages is 200 A factor of 2 was achieved consistently for any number of processImageRepeats since this machine had two CPUs Let s take a closer look at this code The call AsyncRun (AsyncParallel ..) executes a set of asynchronous operations in the thread pool, collects their results (or their exceptions), and returns the overall array of results to the original code The core asynchronous workflow is introduced by the async { .. } construct Let s look at the inner workflow line by line: async { use inStream = FileOpenRead(sprintf "Image%d.

The GetSourceProperties() method retrieves the list of properties from the source object: private static PropertyInfo[] GetSourceProperties(Type sourceType) { List<PropertyInfo> result = new List<PropertyInfo>(); PropertyDescriptorCollection props = TypeDescriptor.GetProperties(sourceType); foreach (PropertyDescriptor item in props) if (item.IsBrowsable) result.Add(sourceType.GetProperty(item.Name)); return result.ToArray(); } This method filters out methods that are marked as [Browsable(false)]. This is useful when the source object is a CSLA .NET style business object, as the IsDirty, IsNew, and similar properties from BusinessBase are automatically filtered out. The result is that GetSourceProperties() returns a list of properties that are subject to data binding. First, reflection is invoked by calling the GetProperties() method to retrieve a collection of PropertyDescriptor objects. These are similar to the more commonly used PropertyInfo objects, but they are designed to help support data binding. This means they include an IsBrowsable property that can be used to filter out those properties that aren t browsable. A PropertyInfo object is added to the result list for all browsable properties, and then that result list is converted to an array and returned to the calling code. The calling code is an overload of the Map() method that accepts two objects rather than an IDictionary and an object: public static void Map( object source, object target, bool suppressExceptions, params string[] ignoreList) { List<string> ignore = new List<string>(ignoreList); PropertyInfo[] sourceProperties = GetSourceProperties(source.GetType()); foreach (PropertyInfo sourceProperty in sourceProperties) { string propertyName = sourceProperty.Name; if (!ignore.Contains(propertyName)) { try

tmp" i) .. } This line opened the input stream synchronously using FileOpenRead Although this is a synchronous operation, the use of use indicates that the lifetime of the stream is managed over the remainder of the workflow The stream will be closed when the variable is no longer in scope,.

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