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There are almost as many debugging techniques as there are developers. It seems everyone debugs their code in a slightly different way. However, these approaches can generally be grouped into several categories. The most basic of these approaches are included in the source code and become part of the executable. These include inline debugging statements (statements that print messages or values of variables during execution, e.g., printf("Code is at line 199. my_var = %d\n", my_var);) and error handlers. Most developers use these techniques either as a last resort (when a defect cannot be found easily) or during the development phase (to test the code as it is being written). While you may think that error handlers have more to do with robustness and hardening than debugging, they can also be powerful debugging tools. Since this approach embeds the debugging code into the program, you can use conditional compilation directives to omit the code when debugging is complete. Most developers leave the debugging statements in the code and thus they become part of the program. You should take care when using this technique to ensure the added debugging code does not adversely affect the program. The debugging technique most of you know best is the use of external debuggers. External debuggers are tools designed to either monitor the system in real time or permit you to watch the execution of the code with the ability to stop and start the code at any point. These techniques are described in detail in the following sections. But first, let s take a look at the basic process for debugging.

In other languages, a local value is called a local variable. However, in F# you can t change the immediate value of locals after they ve been initialized, unless the local is explicitly marked as mutable, a topic we return to in 4. For this reason, F# programmers and the language specification tend to prefer the term value to variable. As you ll see in 4, data indirectly referenced by a local value can still be mutable even if the local value is not; for example, a local value that is a handle to a hash table cannot be changed to refer to a different table, but the contents of the table itself can be changed by invoking operations that add and remove elements from the table. However, many values and data structures in F# programming are completely immutable; in other words, neither the local value nor its contents can be changed through external mutation. These are usually just called immutable values. For example, all basic .NET types such as integers, strings, and System.DateTime values are immutable, and the F# library defines a range of immutable data structures such as Set and Map, based on binary trees. Immutable values bring many advantages. At first it might seem strange to define values you can t change. However, knowing a value is immutable means you rarely need to think about the object identity of these values you can pass them to routines and know they won t be mutated. You can also pass them between multiple threads without worrying about unsafe concurrent access to the values, discussed in 14. You can find out more about programming with immutable data structures at http://www.expert-fsharp.com/ Topics/FunctionalDataStructures.

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member x.BoundingBox = Rectangle(center.X-radius,center.Y-radius,2*radius+1,2*radius+1) } let square (center:Point, side:int) = { new IShape with member x.Contains(p:Point) = let dx = p.X - center.X let dy = p.Y - center.Y abs(dx) < side/2 && abs(dy) < side/2 member x.BoundingBox = Rectangle(center.X-side,center.Y-side,side*2,side*2) } type MutableCircle() = let mutable center = Point(x=0,y=0) let mutable radius = 10 member sq.Center with get() = center and set v = center <- v member sq.Radius with get() = radius and set v = radius <- v member c.Perimeter = 2.0 * System.Math.PI * float radius interface IShape with member x.Contains(p:Point) = let dx = float32 (p.X - center.X) let dy = float32 (p.Y - center.Y) sqrt(dx*dx+dy*dy) <= float32 radius member x.BoundingBox = Rectangle(center.X-radius,center.Y-radius,2*radius+1,2*radius+1)

Every debugging session is going to be unique, but the process should always follow the same basic steps Being consistent in your debugging process can help make the experience more effective and more rewarding There s no better feeling than crushing a particularly nasty bug after chasing it for hours While you may have long established a preferred debugging method, chances are it consists of at least the following steps: 1 Identify the defect (bug reporting, testing) 2 Reproduce the defect 3 Create a test to confirm the defect 4 Isolate the cause of the defect 5 Create a corrective patch and apply it 6 Run a test to confirm the defect was repaired: Yes continue, No Go back to 4 7 Run regression tests to confirm the patch does not affect other parts of your system Identifying the defect can sometimes be hard to do.

F# is a typed language, so it s reasonable to ask what the type of wordCount is, and indeed F# Interactive has shown it already:

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