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You d like to add comments to some of the pivot table field headings, or to the data area cells, so that users understand what the fields mean.

code modules for individual classes and aspects are preprocessed by the aspect compiler to produce woven source code. The aspect compiler then feeds this converted code to the base language compiler to produce the final executable code. Using this approach, a Java-based AOP implementation converts individual source input files into woven Java source code and then lets the Java compiler convert it into the byte code. Note that regardless of the approach taken, the weaver does not modify the original source code. Another approach could be that the source code would first be compiled into class files using the base language compiler. The class files would then be fed to the aspect compiler, which would weave the aspects into the class files to produce woven class files. Figure 1.11 shows a schematic of a compiler-based AOP language implementation. Other implementations would be similar, but with the location and the process of the weaving changed appropriately. For example, if the implementation of AOP is Java-based, a special class loader could be used to perform the weaving operation. Such an implementation will first load the byte code for the aspects, weave them into the classes as they are being loaded, and supply those woven

Many good practices are associated with benchmarking. In this section, I ll take you through a few that I ve found to be helpful in getting the most out of the benchmarking experience. First, you should always consider the concept of before-and-after snapshots. Don t wait until after you ve made a change to the server to see how it compares to the baseline you took six months ago. A lot can happen in six months! Instead, measure the system before the change, make the change, and then measure the system again. This will give you three metrics to compare: how the system is expected to perform, how it performs before the change, and how it performs after the change. You may find that something has taken place that makes your change more or less significant. For example, let s say your benchmarks include a metric for query time. Your baseline established six months ago for a given test query was set at 4.25 seconds. You decide to modify the index of the table being tested. You run your before benchmark and get a value of 15.50, and your after benchmark produces a value of 4.5 seconds. If you had not taken the before picture, you wouldn t have known that your change increased performance dramatically. Instead, you might have concluded that the change caused the query to perform a bit slower which might have led you to undo that change, thus resulting in a return to slower queries. This fictional example exposes several aspects that I want to warn you about. If you are conducting benchmarks on the performance of data retrieval on systems that are expected to

versions of the classes to the underlying virtual machine (VM). Note that you will still need to compile the aspects to create their byte code. However, you no longer have to weave them with the rest of the classes prior to the execution, since the weaving is now performed in just-in-time style. 1.6.3 A weaving example Let s consider how weaving with AOP would work with the example in listing 1.1. We ll look at the main business logic unit as well as the implementation of a few crosscutting concerns. First let s examine the class containing the core logic: