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Hadoop has its roots in clusters of heterogeneous machines. In this environment, the amount of wall clock time for any given machine to execute a map or reduce task could vary widely because of differing machine capabilities. In addition, there is no guarantee that any given InputSplit will take the same amount of wall clock time to execute. Speculative execution informs the cluster that any unused task slots may be used to run duplicate instances of an already running task. The first of these duplicates to complete has its results used, and the other task has its output discarded. If your tasks do not have side effects that Hadoop cannot undo, do not consume resources with some real costs or load your machines so that other tasks run slower. Speculative execution is your friend.

But on the other hand, MooTools does check the style object as much as it can for two reasons: because it s faster and because the value of the rule in the style object is actually the same as the value of the element s computed style, since inline styles have the highest precedence order..

n InfoPath form is completely dictated by the manifest.xsf file found in the form template XSN file. There are two ways to get to the manifest: Open the form template in design mode in InfoPath, and then select File Save as Source Files. This will prompt you for a directory to save the files in. Rename the XSN file to a CAB file, and then use Windows Explorer or WinZip to open the CAB file. The manifest is just an XML file you can use any XML tool to open it (or IE to open it readonly and Notepad to open it for editing). Due to the complexity of the file, I recommend opening it in Visual Studio 2005 or XMLSpy (see Figures A-1 and A-2).

note Hadoop only knows how to discard task output that is in the form of job counters or output that is

Now that we ve seen how properties come into play, let s take a look at the other piece of the animation puzzle: timers.

placed in the per-task output directory. Ensure that speculative execution is disabled if your tasks have output that Hadoop cannot discard or side effects that Hadoop cannot undo.

The existence of a main loop lets browsers provide special functions called timers. A timer is a function that enables us to execute a function at a particular time. There are two timer functions in JavaScript: setTimeout and setInterval. The setTimeout function takes two arguments: func, which is the function to run, and delay, which is a number representing the amount of time to wait before executing the function. setTimeout(function(){ console.log('Hello World!'); }, 1000); Here s an example of setTimeout that executes a function after a second. You ll notice that the delay number is in milliseconds, where one thousand milliseconds is equal to a second. When this snippet is run in the browser, the JavaScript interpreter will wait one second before invoking the function. The other timer function, setInterval, also takes two arguments: func, which is the function to run, and interval, which is a number representing the amount of time to wait before executing the function. This function works similarly to setTimeout, but instead of simply delaying the execution of the function, it invokes the function at regular intervals. setInterval(function(){ console.log('Hello World!'); }, 1000);

public boolean getSpeculativeExecution()

Figure A-2. XMLSpy showing manifest.xsf in a structured XML view The schema for manifest.xsf is available in the InfoPath 2003 Software Development Kit (SDK), a free download from www.microsoft.com. Having the schema is vitally important if you plan to edit the manifest, as you can then use it to validate your edits using an XML/schema validation tool.

This method returns true if either getMapSpeculativeExecution() or getReduceSpeculativeExecution() is true. The default Hadoop configuration has speculative execution enabled for map tasks and for reduce tasks.