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The two functions weightedCases and countedCases build distributions from the weighted selection of a finite number of cases. The types are as follows: val weightedCases : ('T * float) list -> Distribution<'T> val countedCases : ('T * int) list -> Distribution<'T> For example, here is the distribution of outcomes on a fair European roulette wheel: type Outcome = Even | Odd | Zero let roulette = countedCases [ Even,18; Odd,18; Zero,1] You can now use sampling to draw from this distribution: > roulette.Sample;; val it: Outcome = Even > roulette.Sample;; val it: Outcome = Odd And you can compute the expected payout of a $5 bet on Even, where you would get a $10 return: > roulette.Expectation (function Even -> 10.0 | Odd -> 0.0 | Zero -> 0.0);; val it: float = 4.864864865 Now, let s model another scenario. Let s say you have a traffic light with the following probability distribution for showing red/yellow/green: type Light = | Red | Green | Yellow let trafficLightD = weightedCases [ Red,0.50; Yellow,0.10; Green, 0.40 ] Drivers are defined by their behavior with respect to a traffic light. For example, a cautious driver is highly likely to brake on a yellow light and always stops on a red: type Action = Stop | Drive let cautiousDriver light = dist { match light with | Red -> return Stop | Yellow -> return! weightedCases [ Stop, 0.9; Drive, 0.1 ] | Green -> return Drive } An aggressive driver is unlikely to brake on yellow and may even go through a red light:

elivering content and applications via web browsers is one of the most important aspects of modern software development. In this chapter, we examine how you can build web applications using F#. The topics we cover are as follows: Serving static files and dynamic content by directly responding to HTTP requests Using the ASP.NET framework to develop page-based, server-side web applications that use input controls and read data from a database using F# Linq A walk-through of the ASP.NET essentials: web forms and site organization, a discussion of the various types of server controls (web and HTML), user control creation, and web application configuration and debugging The fundamentals of the ASP.NET event model: page and control events, page life cycle, posting information from a page (postback and cross-page posting), and maintaining state A look at techniques to build client-side web applications, including the use of the F# Web Tools open source project Consuming web services to deliver programmatic services via web connections

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Async<'T> values are essentially a way of writing continuation-passing or callback programs explicitly. Continuations themselves were described in 8 along with techniques to pass them explicitly. Async<'T> computations call a success continuation when the asynchronous computation completes and an exception continuation if it fails. They provide a form of managed asynchronous computation, where managed means that several aspects of asynchronous programming are handled automatically:

The next change you need to make is to add a row in the schema_tables array (also in sql_showcc) Locate the array and add a statement like that shown in Listing 8-31 This statement tells the information schema functions to associate the table name DISKUSAGE with the field structure disk_usage_fields_info, to create the table by calling create_schema_table(), and to fill the rows of the table with the fill_disk_usage() function The make_old_format tells the code to make sure the column names are shown The last four parameters are a pointer to a function to do some additional processing on the table, two index fields, and a bool variable to indicate that it is a hidden table In the example, I set the pointer to the function to NULL (0); 1 indicates the indexes aren t used, and 0 indicates the table is not hidden Listing 8-31.

When you point your browser at a web page or call a web service from your application, you are effectively issuing one or more requests (commands) to a web (HTTP) server. HTTP commands are simple text-based instructions that are automatically generated by your web browser. For instance, when your browser goes to a particular URL, it does the following: 1. Requests the page from the web server and waits for the response 2. Analyzes it for further content to be fetched (images, for example) and issues the appropriate requests if necessary 3. Displays the results and executes any dynamic scripts and content contained in the page

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