Re: Spark cluster multi tenancy

2015-08-26 Thread Sadhan Sood
Interestingly, if there is nothing running on dev spark-shell, it recovers successfully and regains the lost executors. Attaching the log for that. Notice, the Registering block manager .. statements in the very end after all executors were lost. On Wed, Aug 26, 2015 at 11:27 AM, Sadhan Sood

Re: Spark cluster multi tenancy

2015-08-26 Thread Sadhan Sood
Attaching log for when the dev job gets stuck (once all its executors are lost due to preemption). This is a spark-shell job running in yarn-client mode. On Wed, Aug 26, 2015 at 10:45 AM, Sadhan Sood sadhan.s...@gmail.com wrote: Hi All, We've set up our spark cluster on aws running on yarn

Spark cluster multi tenancy

2015-08-26 Thread Sadhan Sood
Hi All, We've set up our spark cluster on aws running on yarn (running on hadoop 2.3) with fair scheduling and preemption turned on. The cluster is shared for prod and dev work where prod runs with a higher fair share and can preempt dev jobs if there are not enough resources available for it. It

Re: Spark cluster multi tenancy

2015-08-26 Thread Jerrick Hoang
Would be interested to know the answer too. On Wed, Aug 26, 2015 at 11:45 AM, Sadhan Sood sadhan.s...@gmail.com wrote: Interestingly, if there is nothing running on dev spark-shell, it recovers successfully and regains the lost executors. Attaching the log for that. Notice, the Registering