Scala for Data Science

Lifting the hood

In the last section of this chapter, we will discuss, very briefly, how Spark works internally. For a more detailed discussion, see the References section at the end of the chapter.

When you open a Spark context, either explicitly or by launching the Spark shell, Spark starts a web UI with details of how the current task and past tasks have executed. Let's see this in action for the example mutual information program we wrote in the last section. To prevent the context from shutting down when the program completes, you can insert a call to readLine as the last line of the main method (after the call to takeOrdered). This expects input from the user, and will therefore pause program execution until you press enter.

To access the ...