Implementing MapReduce¶ The Pool class can be used to create a simple single-server MapReduce implementation. Although it does not give the full benefits of distributed processing, it does illustrate how easy it is to break some problems down into distributable units of work. In a MapReduce-based system, input data is broken down into chunks for processing by different worker instances. Each chunk