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also choose Script | Compile if you prefer to use the menus) You ll see the text of the statement change from the New Text (Uncompiled) font and color (which by default is magenta Courier) to the fonts and colors for compiled text By default, the language keywords ( tell, the, and to ) appear in blue Verdana Bold, the application keywords ( application, open, and home ) appear in blue Verdana, and the value ( Finder ) appears in black Verdana

Not only do we have our own index, we now also have our own statistics! Equipped with this table, I finally made progress, but I was still not satisfied with the performance for the test string omamo@petinosemdesetletnicah.com. When data was on disk, this search took over 4 seconds, which can be explained by the fact that the least common fragment in this string maps to 2851 persons.

450 400 350 300 2705 250

I did one final adjustment: look for persons that match both of the two least common fragments in the search string. Listing 2 shows the procedure I finally arrived at.

Documents folder in your home folder:

CREATE PROCEDURE map_search_five @wild varchar(80) AS DECLARE @frag1 char(3), @frag2 char(3) ; WITH numbered_frags AS ( SELECT fragment, rowno = row_number() OVER(ORDER BY cnt) FROM fragments_statistics WHERE fragment IN (SELECT frag FROM wordfragments(@wild)) ) SELECT @frag1 = MIN(fragment), @frag2 = MAX(fragment) FROM numbered_frags WHERE rowno <= 2 SELECT FROM WHERE AND person_id, first_name, last_name, birth_date, email persons p patindex('%' + @wild + '%', email) > 0 EXISTS (SELECT * FROM fragments_persons fp WHERE fp.person_id = p.person_id AND fp.fragment = @frag1) EXISTS (SELECT * FROM fragments_persons fp WHERE fp.person_id = p.person_id AND fp.fragment = @frag2)

6 Note: You can also go directly to the wwwcboecom Web site for the current VIX Under the Quotes and Data tab, select CBOE Daily Market Statistics Scroll to the middle of the page It will look similar to Figure 18

The common table expression (CTE) numbered_frags ranks the fragments by their frequency. The condition rowno <= 2 extracts the two least common fragments, and with the help of MIN and MAX, we get them into variables. When we have the variables, we run the actual search query. You may think that a single EXISTS clause with a condition of IN (@frag1, @frag2) would suffice. I tried this, but I got a table scan in the fragments_persons table, where there are two separate EXISTS clauses. When I ran map_search_five through tester_sp, I got this result:

opens a Finder window showing the contents of your Documents folder When you run an uncompiled script like this, AppleScript Editor automatically compiles it

Disk Cache joy 373 16 aam 260 16 niska 4936 203 omamo@ 306 140

to create a new line in AppleScript Editor, and then type this statement:

1 Buy: When the VIX hits 40, there is panic in the options world, so you can consider buying stocks If it goes over 50, the S&P 500 could be near a bottom 2 Sell: When the VIX goes under 20, option traders are relatively calm If the VIX goes below 12, option traders are too bullish, so you can consider selling stocks The S&P 500 could be near a top 3 Hint: 98 percent of the time, the VIX falls between 10 and 45, and when it is outside of this range, it is almost always on the high side 4 Note: These are not actionable trades, but only guidelines Always use other indicators to confirm before buying or selling

The performance is good. It still takes 5 seconds to search niska from disk, but for 2,000 hits, this should be acceptable. Nevertheless, there are still some problematic strings. For instance the string coma matches only 17 persons, but it takes over 10 seconds to return these, as both the strings com and oma are common in the material. You find the script for map_search_five in the file 04_map_search.sql. This file also includes my first four less successful attempts. If you decide to look at, say, the three least common fragments, you can use a procedure that is more extensible called map_search_six, which uses a different technique to find the least two common fragments.