Abstract: For the development of high quality MapReduce application program, this paper ananlyses the working mechanism based on Hadoop MapReduce, describes the MapReduce paralleling workflow from the class library level, proposes a general framework ptototype for development of MapReduce application, makes some prospect of improvement of open source MapReduce model.