Spark JobServer is a tool that provides a RESTful interface for submitting, managing, and monitoring Apache Spark jobs, job contexts, and related artifacts. It separates out job submission and execution management from applications, enabling more flexible deployment, persistent contexts, context sharing, and easier integration with external systems. It supports multiple deployment modes (standalone, YARN, Mesos), security (authentication / authorization), and persistent storage of job metadata...