Samza's ApplicationMaster comes with a dashboard to show useful information such as:
You can find this dashboard by going to your YARN grid's ResourceManager page (usually something like http://localhost:8088/cluster), and clicking on the “ApplicationMaster” link of a running Samza job.
REST API produces JSON and provides information about metrics, task context, config, containers and status.