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As you probably agree, implementing forecasting features on your own is not an easy undertaking But what if we had prepackaged code that does this for us If this code can run on NET, our report can access it as custom code Enter OpenForecast 621 Forecasting with OpenForecast Forecasting is a science in itself Generally speaking, forecasting is the process used to predict the unknown Instead of looking at a crystal ball, forecasting practitioners use mathematical models to analyze data, discover trends, and make educated conclusions In our example, the Sales by Product Category report will predict future sales data by using the data extrapolating method There are number of well-known mathematical models for extrapolating a set of data, such as polynomial regression and simple exponential smoothing Implementing one of those models, though, is not a simple task.

set total to 0 set aList to {1, 2, 3, 4, 5, 6, 7, 8, 12, 45, 67, 54, 12, 4, 12, 12, 45, 56} repeat with n in aList set total to total + n end repeat set mean to total div (length of aList) -- log is not the mathematical log, but rather a log, -- or print statement. log "length of list: " & (length of aList) log "sum of list: " & total log "mean of list: " & mean

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Again, the shell confirms. Notice that the variable s name is just name, and not $name. Variable names don t include the dollar sign; $ is just a cue to the shell telling it that you wish to use the contents of a variable. In this case, I don t want to refer to the contents of $name; I want to refer to the variable name itself. With those two breakpoints set, I ll run the script. After entering the computer name, the script will break. The shell modifies the command-line prompt, indicating that I m in suspend mode. Here I can examine the contents of variables, execute commands, and so on. When I m done, I can run Exit to resume script execution. Here s how it all looks:

Instead, for the purposes of our sales forecasting example, we use the excellent open source OpenForecast package, written by Steven Gould OpenForecast is a general-purpose package that includes Java-based forecasting models applicable to any data series The package requires no knowledge of forecasting, which is great for those of us who have decided to focus on solving pure business problems and kissed mathematics goodbye a long time ago OpenForecast supports several mathematical forecasting models, including singlevariable linear regression, multivariable linear regression, and so on Let s now see how we can implement our forecasting example and integrate with OpenForecast by writing some embedded and external code Implementing report forecasting features Creating a crosstab report with forecasting capabilities requires several implementation steps Let s start with a high-level view of our envisioned approach and then drill down into the implementation details..

-- View missing indexes Weighted by potential value SELECT sc.name + '.' + OBJECT_NAME(details.object_id) , details.equality_columns , details.inequality_columns , details.included_columns , stats.avg_total_user_cost , stats.user_seeks , stats.avg_user_impact , stats.avg_total_user_cost * stats.avg_user_impact * (stats.user_seeks + stats.user_scans) as potential FROM sys.dm_db_missing_index_group_stats stats INNER JOIN sys.dm_db_missing_index_groups groups ON stats.group_handle = groups.index_group_handle INNER JOIN sys.dm_db_missing_index_details details ON details.index_handle = groups.index_handle INNER JOIN sys.objects o ON o.object_id = details.object_id INNER JOIN sys.schemas sc ON o.schema_id = sc.schema_id ORDER BY potential desc

Two tables related by a primary-key association share the same primary-key values. The primary key of one table is also a foreign key of the other. The main difficulty with this approach is ensuring that associated instances are assigned the same primary-key value when the objects are saved. Before you try to solve this problem, let s see how you map the primary-key association. For a primary-key association, both ends of the association are mapped using the <one-to-one> declaration. This also means you can no longer map both the billing and home address you can map only one property. Each row in the USER table has a corresponding row in the ADDRESS table. Two addresses would require an additional table, and this mapping style therefore wouldn t be adequate. Let s call this single address property Address and map it with the User:

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This chapter covers:

In Rhino Mocks, strict mocks are created by calling the StrictMock<T> method. Unexpected method call exceptions will always be thrown, even if your test contains a global try-catch clause, which you d think would catch such an exception thrown from the isolation framework.

Figure 2 24. Open the Classes folder and click on the RootViewController.m file to examine the pre-existing boilerplate code.

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