For wordcount a REST query of /appmaster/0?detail=true results in a JSON structure of {"appId":0,"appDescription":{"name":"wordCount","conf":[],"dag":{"vertex":["Split","Sum"],"edge":[["Split","HashPartitioner","Sum"]]}}}