Re: Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Nicholas Chammas
at I forgot your typical Spark application submits multiple "jobs", each of which has multiple stages, etc. So in my case I need to read up more closely about YARN queues <https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/FairScheduler.html> since I want to share

Re: Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Mark Hamstra
t. On Wed, Apr 5, 2017 at 1:11 PM, Nicholas Chammas <nicholas.cham...@gmail.com > wrote: > Hmm, so when I submit an application with `spark-submit`, I need to > guarantee it resources using YARN queues and not Spark's scheduler pools. > Is that correct? > > When are Spark's

Re: Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Nicholas Chammas
Hmm, so when I submit an application with `spark-submit`, I need to guarantee it resources using YARN queues and not Spark's scheduler pools. Is that correct? When are Spark's scheduler pools relevant/useful in this context? On Wed, Apr 5, 2017 at 3:54 PM Mark Hamstra <m...@clearstorydata.

Re: Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Mark Hamstra
grrr... s/your/you're/ On Wed, Apr 5, 2017 at 12:54 PM, Mark Hamstra <m...@clearstorydata.com> wrote: > Your mixing up different levels of scheduling. Spark's fair scheduler > pools are about scheduling Jobs, not Applications; whereas YARN queues with > Spark are about scheduli

Re: Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Mark Hamstra
Your mixing up different levels of scheduling. Spark's fair scheduler pools are about scheduling Jobs, not Applications; whereas YARN queues with Spark are about scheduling Applications, not Jobs. On Wed, Apr 5, 2017 at 12:27 PM, Nick Chammas <nicholas.cham...@gmail.com> wrote: > I

Spark fair scheduler pools vs. YARN queues

2017-04-05 Thread Nick Chammas
I'm having trouble understanding the difference between Spark fair scheduler pools <https://spark.apache.org/docs/latest/job-scheduling.html#fair-scheduler-pools> and YARN queues <https://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/FairScheduler.html>. Do they confli

[YARN] Questions about YARN's queues and Spark's FAIR scheduler

2016-06-16 Thread Jacek Laskowski
Hi, I'm trying to get my head around the different parts of Spark on YARN architecture with YARN's schedulers and queues as well as Spark's own schedulers - FAIR and FIFO. I'd appreciate if you could read how I see things and correct me where I'm wrong. Thanks! The default scheduler in YARN

Queues

2014-11-09 Thread Deep Pradhan
Has anyone implemented Queues using RDDs? Thank You