Re: OOM exception during row deserialization

2015-01-12 Thread Pala M Muthaia
Does anybody have insight on this? Thanks. On Fri, Jan 9, 2015 at 6:30 PM, Pala M Muthaia mchett...@rocketfuelinc.com wrote: Hi, I am using Spark 1.0.1. I am trying to debug a OOM exception i saw during a join step. Basically, i have a RDD of rows, that i am joining with another RDD of

Re: OOM exception during row deserialization

2015-01-12 Thread Sven Krasser
Hey Pala, I also find it very hard to get to the bottom of memory issues such as this one based on what's in the logs (so if you come up with some findings, then please share here). In the interim, here are a few things you can try: - Provision more memory per executor. While in theory (and

OOM exception during row deserialization

2015-01-09 Thread Pala M Muthaia
Hi, I am using Spark 1.0.1. I am trying to debug a OOM exception i saw during a join step. Basically, i have a RDD of rows, that i am joining with another RDD of tuples. Some of the tasks succeed but a fair number failed with OOM exception with stack below. The stack belongs to the 'reducer'