Re: Spark Application Hung

2015-03-25 Thread Akhil Das
In production, i'd suggest you having a High availability cluster with minimum of 3 nodes (data nodes in your case). Now lets examine your scenario: - When you suddenly brings down one of the node which has 2 executors running on it, what happens is that the node (DN2) will be having your jobs

Spark Application Hung

2015-03-24 Thread Ashish Rawat
Hi, We are observing a hung spark application when one of the yarn datanode (running multiple spark executors) go down. Setup details: * Spark: 1.2.1 * Hadoop: 2.4.0 * Spark Application Mode: yarn-client * 2 datanodes (DN1, DN2) * 6 spark executors (initially 3 executors on