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The process of writing the code so that you can find out (by messages emitted by the code in an output stream such as a file or screen) what the code does at any point of time is called instrumentation. Instrumenting your code is critical for you to be able to diagnose performance (and even nonperformance) problems in your code during development and after deployment. Effectively instrumenting your code gives the following benefits: It enables faster development since you identify logical errors and performance bottlenecks much more easily and early on based on diagnostic outputs. It enables you to debug any performance issues much faster and more efficiently, even after deployment. This increases the supportability of your product and saves tremendously on overall resources. An example of the power of instrumentation is the Oracle kernel. You can enable it to emit extremely useful information in a trace file during a diagnostic session. You can then use utilities such as tkprof to format these trace files and analyze them. Trace file based diagnosis is one of the most powerful features used by performance analysts today. It would be impossible to tune an Oracle-based system without the trace file generation feature. Note that your instrumentation code should be designed in such a way that it is possible to turn it on and off at will. This way, the users don t pay a performance penalty during normal business operations, and the code is right there when you need it to diagnose a problem later. Recall that the Oracle kernel instrumentation also needs to be turned on specifically to emit information in the trace files. In the section Seamless Instrumentation of PL/SQL and JDBC Code of 17, you will learn about a powerful PL/SQL and JDBC instrumentation technique.

In the digital hardware world, the expression race condition is used to describe a situation in which signals in a synchronized (clock-driven) system reach their destinations in the wrong order, due to timing violations or asynchronous glitches. In event-based systems, the expression race condition denotes notifications that are delivered in an unpredictable order, based on variations in the latency of the delivery system, system load, and other imponderables. Without explicit safeguards, breadth-first delivery can incur race conditions. To prevent a race condition in the system shown in Figure 3-41, B must not deliver n2 to C before A delivers n1.2 to C. If the values of t11 and t12 can vary, there could be situations in which C receives n2 before n1.2. The problem with race conditions is that they are hard to duplicate and therefore hard to detect and fix, but there are a number of workarounds. One solution might be to rearrange the notification multicasting order. For example, if A sends n1.1 to C first and then n1.2 to B, you can be confident that C gets the notification from A before getting the one from B, regardless of B s timing, as shown in Figure 3-42.

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By default, the Report Filters are arranged vertically above the body of the pivot table. You can arrange the Report Filters horizontally by changing the PivotTable Options: 1. Right-click a cell in the pivot table, and then click PivotTable Options. 2. On the Layout & Format tab, click the arrow in the drop-down list beside Display Fields in Report Filter Area, and then click Over, Then Down (see Figure 6-2).

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