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*/ reporterincrCounter( taskName, getSpringSetString(), getSpringSetInt()); reportersetStatus("Complete Success"); } } /** * Ensure any HDFS files are closed here, to force them to be * committed to HDFS */ } The close() method in Listing 5-2 will report success or failure status back to the framework, based on an examination of the job counters It assumes that the map() method reported an exception under the counter, Total Map Failure, in the counter group taskName, and the number of keys received is in the counter, Total Map Keys, in the counter group taskName If there are no exceptions, the method will report the task status as Complete Success If there are some exceptions, the status is set to Partial Success, If the exception count equals the key count, the status is set to Total Failure This example also logs to counters with the values received from the Spring initialization.

InfoPath allows you to store and reuse data connections in Windows SharePoint Services. You can store the connection to a data connection library, and then reuse the connection in other forms.

Note That last statement might be a bit surprising. In JavaScript, only objects have properties and methods, while primitives like strings and numbers don t although they sometimes appear as if they do. We ll get around to that in a bit.

I found the Spring value-based counters useful while working out how to initialize map class member variables via the Spring Framework, as described after the discussion of the mapper class declaration and member fields..

Primitive values are immutable, which means that they can t be modified. When a primitive value is stored in a variable or passed as an argument to a function, a new copy of the value is created giving them their other name, value types.

It is a best practice to capture the JobConf object passed in the configure() method into a member variable It is also a good practice to instantiate member variables, or thread local variables, for any key or value that would otherwise be created in the body of the map() method Having the TaskAttemptId available is also useful, as it is easy to determine if this is the map phase or the reduce phase of a job It is convenient to capture the output collector and the reporter into member fields so that they may be used in the close() method This has a downside in that they can be captured only in the map() method, requiring extra code in that inner loop Listing 5-3 shows an example that declares a number of local variables, which are initialized by the configure() method for use by the map() and close() methods.

Another new option in InfoPath 2007 is the ability to build a custom control template from other InfoPath controls. If there is a collection of controls you regularly use (an example would be an HR department that has a standard personnel information section), then you can lay out the controls in a control template and save that off for reuse in other forms.

Listing 5-3 Class and Member Variable Declarations from SampleMapperRunnerjava /** * Sample Mapper shell showing various practices * * K1 and V1 will be defined by the InputFormat K2 and V2 will be the * {@link JobConf#getOutputKeyClass()} and * {@link JobConf#getOutputValueClass()}, which by default are LongWritable * and Text K1 and V1 may be explicitly set via * {@link JobConf#setMapOutputKeyClass(Class)} and * {@link JobConf#setMapOutputValueClass(Class)} If K1 and V1 are * explicitly set, they become the K1 and V1 for the Reducer * * @author Jason * */ public static class SampleMapper<K1, V1, K2, V2> extends MapReduceBase implements Mapper<K1, V1, K2, V2> { /** * Create a logging object or you will never know what happened in your * task */ /** Used in metrics reporting */ String taskName = null; /** * Always save one of these away.

The simplest primitive type is the Boolean type, which has only two possible values: true and false; these are represented in code by the true and false literals. Booleans represent the truth value of an expression. For instance, 4 == 4 yields true because the number 4 is indeed equal to itself, while (2 + 2) == 5 yields false since the correct answer should be 4. When cast to number values, true and false yield 1 and 0, respectively, and when cast to strings, they become 'true' and 'false'.

They are so handy for almost any * interaction with the framework */ JobConf conf = null; /** * These are nice to save, but require a test or a set each pass through * the map method */.