This part of the reference documentation covers the sample applications included with Spring for Apache Hadoop that demonstrate features in a code centric manner.

Chapter 11, Wordcount sample using the Spring Framework describes a standard Spring application that executes the wordcount map-reduce job

Chapter 12, Wordcount sample using Spring Batch describes a Batch application that executes the wordcount map-reduce job