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In this chapter, we introduced techniques and tools that you can employ to debug F# programs and automate the execution of unit tests. Since testing and debugging activities relate to the execution of programs, these tools tend to work on the compiled version of the program, relying on additional information such as metadata exposed through the reflection API or program debug database information files generated by compilers. Programming languages such as F# featuring programming abstractions don t map directly to the CLR intermediate language and type system, and as a result, the details of the compilation may surface when using these tools that operate on compiled assemblies. Nevertheless, these are valuable tools for developing large systems. In the next chapter, we ll cover another set of software engineering issues for F# code: library design in the context of F# and .NET.

File-access mechanisms are used to store and retrieve the data that is encompassed by the database system Most file-access mechanisms have additional layers of functionality that permit locating data within the file more quickly These layers are called index mechanisms Index mechanisms provide access paths (the way data will be searched for and retrieved) designed to locate specific data based on a subpart of the data called a key Index mechanisms range in complexity from simple lists of keys to complex data structures designed to maximize key searches The goal is to find the data we want quickly and efficiently, without having to request and read more disk blocks than absolutely necessary This can be accomplished by saving values that identify the data (or keys) and the location on disk of the record to form an index of the data.

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In this chapter, you saw how F# can interoperate with native code in the form of COM components and the standard Platform Invoke interface defined by the ECMA and ISO standards. Neither mechanism is dependent on F#, but the language exposes the appropriate abstractions built into the runtime. You studied how to consume COM components from F# programs and vice versa, and how to access DLLs through PInvoke.

his book deals with F#, a language situated in the context of NET-based software construction and engineering As an expert F# programmer, you will need more than a knowledge of the F# language; you will also need to use a range of software engineering tools and methodologies wisely to let you build software that is truly valuable for the situation where it is deployed We touched on some important tools in the previous chapter In this final chapter, we look at some of the methodological issues related to F# library design In particular: We take a look at designing vanilla NET libraries according to existing NET design conventions and that minimize the use of F#-specific constructs We briefly consider some of the elements of functional programming design methodology, which offers important and deep insights into programming but doesn t address several important aspects of the library or component design problems.

Furthermore, reading the index data is faster than reading all of the data The primary benefit of using an index is that it allows us to search through large amounts of data efficiently without having to examine or in many cases read every item until we find the one we are searching for Indexing therefore is concerned with methods of searching large files containing data that is stored on disk These methods are designed for fast random access of data as well as sequential access of the data There are many kinds of index mechanisms Most involve a tree structure that stores the keys and the disk block addresses Examples include B-trees, B+trees, and hash trees The structures are normally traversed by one or more algorithms designed to minimize the time spent searching the structure for a key.

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