RHadoop is a collection of five R packages that allow users to manage and analyze data with Hadoop. rhdfs: This package provides basic connectivity to the Hadoop Distributed File System. R programmers can browse, read, write, and modify files stored in HDFS from within R. Install this package only on the node that will run the R client.