You can still invoke it from Java. Partitioning shouldn't be done in Java either; likewise operational interactions (operating system-specific logging, auditing and monitoring). You may be doing these ...

Batch processing In batch processing systems, all data is collected together before being processed in a single operation.

The first is an “operating system” (somewhat akin to Windows or Linux) that can host, manage, and execute these applications in a shared Hadoop environment.