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I wanted to return to this topic before moving on as it is important to understand and appreciate the benefits of benchmarking. The only way benchmarking will be useful to you is if you archive your results. I find the best solution is to tuck the results away in individual directories named by the date the benchmarks were taken. I recommend placing the output files (from the --log parameter) along with a short description of the current configuration of the system and the environment (use your favorite system inspection software to do this) into a separate directory for each set of benchmarking tests. If I need to compare the performance of the system to a known state, for example, whenever I change a server variable and want to see its effect on performance I can run the benchmarking tools before and after I make the change. Then I can look back through the history of the benchmarks and compare these results with the most stable state. This approach also allows me to track changes in system performance over time. Benchmarking used in this way will enable you to manage your systems on a level few have achieved otherwise.

Now, look at the first two lines of the function wordCount in Listing 2-1. These lines define the function wordCount and the local value words, both using the keyword let: let wordCount (text: string) = let words = ... let is the single most important keyword you use in F# programming: it s used to define data, computed values, functions, and procedures. The left of a let binding is often a simple identifier but can also be a pattern. (See the Using Tuples section for examples.) It can also be a function name followed by a list of argument names, as in the case of wordCount, which takes one argument: text. The right of a let binding (after the =) is an expression.

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This chapter gave an overview of the primary libraries available for use with a vanilla installation of F# and .NET. Many, many other libraries are available for .NET, and we couldn t possibly cover them in a single book. Many of the design patterns you ve seen here recur in those libraries, so once you get to know the libraries discussed here, you will find that other libraries are easy to use. In the chapters that follow, we will dig into applications of F# and the .NET Framework more deeply, looking at some of the libraries discussed in this chapter in more detail.

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 isn t; for example, a local value that is a handle to a hash table can t 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. But 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 9

Although no formal profiling tool or suite is included in the MySQL server suite of tools (or the source distribution), a number of diagnostic utilities are available that can be used as a simple set of profiling techniques. For example, you can check the status of thread execution, examine the server logs, and even examine how the optimizer will execute a query. To see a list of the current threads, you can use the MySQL SHOW FULL PROCESSLIST command. This command shows all the current processes, or threads, running; the user running them; the host the connection was issued from; the database being used; current command; execution time; state parameters; and additional information provided by the thread. For example, if I ran the command on my system, the results would be something like what is shown in Listing 4-7.

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