Magpie contains a number of scripts for running Big Data software in HPC environments.  Thus far, Hadoop, Hbase, Pig, Spark, Storm, and Zookeeper are supported.  It currently supports running over the schedulers/resource managers of Slurm and Moab.  It currently supports running over the parallel file system Lustre and running over any generic network filesytem.