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The key folks involved with your database and its data should be prepared to answer three questions: Question #1: What are your goals, and what are the goals of our organization This can be broken down into the following: What goals are we trying to achieve by collecting this data What kinds of problems or issues are we facing that this data may help address What are we trying to measure, track, or analyze with this data

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PInvoke declarations are concise, but you must pay attention to the fact that for data types such as function pointers, parameter passing can be expensive. In general, libraries assume that crossing the language boundary causes a loss of efficiency and callbacks are invoked at a price different from ordinary functions. In this respect, the example represents a situation where the overhead of PInvoke is significant: a single call to transformArray causes a number of callbacks without performing any real computation into the native code.

'default' => 'Administrator',

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As a more complicated example of PInvoke usage, this section shows you how to benefit from memory mapping into F# programs. Memory mapping is a popular technique that allows a program to see a file (or a portion of a file) as if it was in memory. This provides an efficient way to access files, because the operating system uses the machinery of virtual memory to access files and significantly speed up data access on files. After proper initialization, which is covered in a moment, the program obtains a pointer into the memory, and access to that portion of memory appears the same as accessing data stored into the file. You can use memory mapping to both read and write files. Every access performed to memory is reflected in the corresponding position in the file. This is a typical sequence of system calls in order to map a file into memory: 1. 2. 3. A call to the CreateFile system call to open the file and obtain a handle to the file. A call to the CreateFileMapping system call to create a mapped file object. One or more calls to MapViewOfFile and UnmapViewOfFile to map and release portions of a file into memory. In a typical usage, the whole file is mapped at once in memory. A call to CloseHandle to release the file.

vb.net data matrix reader

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The PInvoke interface to the required functions involves simple type mappings as is usual for Win32 API functions. All the functions are in kernel32.dll, and the signature can be found in the Windows SDK. Listing 17-1 contains the definition of the F# wrapper for memory mapping. The SetLastError parameter informs the runtime that the called function uses the Windows mechanism for error reporting and that the GetLastError function can be read in case of error; otherwise, the CLR ignores such a value. The CharSet parameter indicates the character set assumed, and it s used to distinguish between ANSI and Unicode characters; with Auto, you delegate the runtime to decide the appropriate version. You can define the generic class MemMap that uses the functions to map a given file into memory. The goal of the class is to provide access to memory mapping in a system where memory isn t directly accessible because the runtime is responsible for its management. A natural programming abstraction to expose the memory to F# code is to provide an array-like interface where the memory is seen as a homogeneous array of values. Listing 17-1. Exposing Memory Mapping in F# module MMap = open open open open open System System.IO System.Runtime.InteropServices Microsoft.FSharp.NativeInterop Printf

From whom or from where are we collecting this data How often are we collecting this data Question #2: What results are you looking for, and what result is our organization trying to achieve This means the following: What do we need to do with this data once we have collected it What results are we hoping to achieve by collecting, measuring, tracking, or analyzing this data Question #3: What would a successful outcome look like for you and for our organization What would a successful outcome look like once we have collected, measured, tracked, or analyzed this data How do we envision ultimately benefiting from successfully collecting, measuring, tracking, or analyzing this data Use the results of this information-gathering session to develop a plan to better design your database.

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