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MATLAB containsa helpful shortcutfor performingcalculations that you've already donePressthe up-arrowkey You shouldget back the last line you typed in

PressingEnter will perform the calculation again But you can also edit this line For example,changeit to the line below and then pressEnter

Simil is case sensitive. If you want to ignore case, convert both strings to uppercase or lowercase before calling Simil. At its core, Simil is a longest common substring or LCS algorithm, and its performance can be expected to be on par with that class of algorithms. Anecdotally, we know that using Simil to test a candidate company name against 20,000 company names takes less than a second. Simil has good performance and is easy to understand. It also has several weaknesses, including the following: The result value is abstract. Therefore it ll take some trial and error to find a good threshold value above which you d consider two strings similar enough to take action. For data such as company names, I recommend a starting Simil value of about 0.75. For the organic chemistry names, we found that 0.9 gave us better results.

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It s insensitive for very small strings. For example, Adams and Ramos have three out of five characters in common, so the Simil value is 0.6. Most people wouldn t call those names similar. It treats every letter the same, without regard for vowels or consonants, or for letters that often occur together, or for the location in the string, or any other criteria. Some other algorithms do; for example, in the English language the letters Q and U nearly always occur together and in that order, so much so that they could almost be considered a single letter. In a more comprehensive algorithm, such occurrences could be given special consideration. SOUNDEX is another algorithm that does take into account that some consonants are almost the same (for example, d and t). Simil can t be precalculated, always requires a table scan, and can t take advantage of indexes. This may be a problem for large datasets.

Using the up-arrow key, you can go back to any command that you entered Press the uparrow until you get back the line

Several years ago I used the C version from Steve Grubb to create a classic Windows DLL that was called from the business layer of an application, and it has served me well. This DLL is available in the download package. In a search for higher levels of performance, I rewrote the code for .NET in two ways. The first is a straight port from C to VB.NET; the second is a pure .NET interpretation. Why two ways When a new development platform comes out, some developers stay with what they know and mold the platform to their way of programming, while others go with the flow and change their way of programming to what the platform has to offer. I was curious to find out which approach would yield the best performance. The straight port is available in the Simil method of the clsSimil class in SimilCLR.dll. The pure .NET version is available in the Simil method of the RatcliffObershelp class in SimilCLR.dll. This version is the one we re using in the next section. To me, it was gratifying to find out that the pure .NET version performed 30 percent better than the straight port.

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Alternatively,you can type b and pressthe up-arrow once and it will automaticallybring up the last commandbeginningwith the letter b The up-arrow shortcutis a quick way to fix errorswithouthavingto retypethe entireline

SimilCLR.dll is a .NET assembly. An assembly is a unit of execution of a .NET application. SQL Server 2005 introduced the ability to run .NET assemblies in the SQL Server process space. Running inside of the SQL Server process offers performance benefits over the previous method of calling an extended stored procedure. If you re using an older version of SQL Server, I suggest using the classic DLL from your client or middletier code. All code modules discussed here can be downloaded from the book s download site at http:/ /www.manning.com/SQLServerMVPDeepDives. Because they can pack tremendous power, by default SQL Server doesn t allow .NET assemblies to run. To enable this capability, use the following:

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