title: How to write a large file to disk on each worker
body: <p>Newbie to spark.  I have a large data file that needs to be writen to disk on each worker before my application runs.  RDD.mapPartitions seems like what I should be using, but I'm not sure if each worker contains only a single partition and how to create an RDD guaranteed to have a partition for each worker.</p>