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A JavaScript object is essentially an aggregate of key-value pairs. It s a complex data type, in contrast to simple data types like strings and numbers. Each key-value pair in an object is called a property, the key being the property name and the value being the property value. The property name is always a string, but the property value can be any data type: primitives like strings, numbers, or Booleans, or complex data types like arrays, functions, and other objects. Although JavaScript makes no distinction about what data type a property contains, properties with functions as their values are often called methods to distinguish them from other properties. To avoid confusion, we ll adopt this practice in our discussion: properties with values other than functions will be called properties and properties with functions as their values will be called methods . When we need to refer to both the properties and methods of an object, we ll use another term from object-oriented programming: members.

To configure the reduce phase, the user must supply the framework with five pieces of information: The number of reduce tasks; if zero, no reduce phase is run The class supplying the reduce method The input key and value types for the reduce task; by default, the same as the reduce output The output key and value types for the reduce task The output file type for the reduce task output

InfoPath, on the other hand, has built-in capability for a user to save form data locally to be opened later In addition, even if the form template were hosted on a server when the user opened the form, InfoPath caches the form template locally so that the user can continue working on the form even if the original template location (web server or file share) is no longer available InfoPath also has a rich collection of controls: a date picker, repeating sections, check boxes, radio buttons, drop-down lists all the client controls forms designers have come to expect In addition, InfoPath provides spell checking out of the box Finally, for organizations that have a public key infrastructure (PKI) in place, InfoPath provides the ability to digitally sign forms Enabling this capability simply requires selecting a single option in the form options when designing a form.

The input and output key and value types, as well as the output file type, are the same as those covered in the previous Setting the Output Parameters section. Here, we will look at setting the number of reduce tasks and the reducer class.

Note The lack of distinction between properties and methods in JavaScript arises from the fact that the language has first-class functions. From the perspective of the interpreter, any member of an object regardless of value is a property, since functions themselves can be used as values.

The configured number of reduce tasks determines the number of output files for a job that will run the reduce phase. Tuning this value will have a significant impact on the overall performance of your job. The time spent sorting the keys for each output file is a function of the number of keys. In addition, the number of reduce tasks determines the maximum number of reduce tasks that can be run in parallel. The framework generally has a default number of reduce tasks configured. This value is set by the mapred.reduce.tasks parameter, which defaults to 1. This will result in a single output file containing all of the output keys, in sorted order. There will be one reduce task, run on a single machine that processes every key. The number of reduce tasks is commonly set in the configuration phase of a job. conf.setNumReduceTasks(1); In general, unless there is a significant need for a single output file, the number of reduce tasks is set to roughly the number of simultaneous execution slots in the cluster. In 9, the class DataJoinReduceOutput is provided as a sample for efficiently merging multiple reduce task outputs into a single sorted file.