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Have you ever wondered what makes your TiVo tick Would you be surprised to know that it runs on a version of embedded Linux Jim Barton and Mike Ramsay designed the original TiVo product in 1997 It was pitched as a home network based multimedia server serving streaming content to thin clients Naturally, a device like this must be easy to learn and even easier to use, but most importantly it must operate error free and handle power interruptions (and user error) gracefully Barton was experimenting with several forms of Linux and while working at Silicon Graphics (SGI), sponsored a port of Linux to the SGI Indy platform.

Table 3-1 lists the basic numeric types used in F# code and their corresponding literal forms. The table also lists the non-numeric types bool and unit. Table 3-1. Basic Types and Literals

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We leave it as an exercise for you to examine the de-sugaring of this workflow to see that the mutable reference is indeed local, in the sense that it doesn t escape the overall computation, and that different executions of the same workflow will use different reference cells. As mentioned, workflows are nearly always delayed computations. As you saw in 4, delayed computations and side effects can interact. For this reason, the de-sugaring of workflow syntax inserts a Delay operation around the entire workflow: let printThenSeven = attempt { do printf "starting..." return 3 + 4 } de-sugars to: attempt.Delay(fun () -> printf "starting..." attempt.Return(3+4)) This means that starting . . . will be printed each time the printThenSeven attempt object is executed.

uint16 int, int32 uint32 int64 uint64 nativeint unativeint single, float32 double, float decimal bigint bignum unit

Due mainly to the stable file system, network, memory handling, and developer tool support, Barton believed it would be possible to port a version of Linux to the TiVo platform and that Linux could handle the realtime performance goals of the TiVo product However, Barton and Ramsay faced a challenge from their peers Many at that time viewed open source with suspicion and scorn Commercial software experts asserted that open source software would never be reliable in a real-time environment Furthermore, they believed that basing a commercial proprietary product on the GPL would not permit modification and that if they proceeded, the project would become a nightmare of copyright suits and endless legal haranguing Fortunately, Barton and Ramsay were not deterred and studied the GPL carefully They concluded that not only was the GPL viable, it would permit them to protect their intellectual property.

Workflows provide a fascinating way to embed a range of nontrivial, nonstandard computations into F#. To give you a feel for this, in this section we define a probabilistic workflow. That is, instead of writing expressions to compute, say, integers, we instead write expressions that compute distributions of integers. This case study is based on a paper by Ramsey and Pfeffer from 2002. For the purposes of this section, we are interested in distributions over discrete domains characterized by three things: We want to be able to sample from a distribution (for example, sample an integer or a coin flip). We want to compute the support of a distribution, that is, a set of values where all elements outside the set have zero chance of being sampled. We want to compute the expectation of a function over the distribution. For example, we can compute the probability of selecting element A by evaluating the expectation of the function (fun x -> if x = A then 1.0 else 0.0). We can model our notion of a distribution by abstract objects. Listing 9-7 shows the definition of a type of distribution values and an implementation of the basic primitives always and coinFlip, which help build distributions.

16-bit unsigned integers 32-bit signed integers 32-bit unsigned integers 64-bit signed integers 64-bit unsigned integers Machine-sized signed integers Machine-sized unsigned integers 32-bit IEEE floating-point 64-bit IEEE floating-point High-precision decimal values Arbitrarily large integers Arbitrary-precision rationals The type with only one value

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