RE: Spark SQL driver memory keeps rising

2016-06-16 Thread Mohammed Guller
Big-Data-Analytics-Spark-Practitioners/dp/1484209656/> From: Khaled Hammouda [mailto:khaled.hammo...@kik.com] Sent: Thursday, June 16, 2016 11:45 AM To: Mohammed Guller Cc: user Subject: Re: Spark SQL driver memory keeps rising I'm using pyspark and running in YARN client mode. I managed to ano

Re: Spark SQL driver memory keeps rising

2016-06-16 Thread Khaled Hammouda
rk in cluster mode, but > running Spark in local mode? > > > > Mohammed > > Author: Big Data Analytics with Spark > <http://www.amazon.com/Big-Data-Analytics-Spark-Practitioners/dp/1484209656/> > > > > *From:* Khaled Hammouda [mailto:khaled.hammo...@kik

Re: Spark SQL driver memory keeps rising

2016-06-15 Thread Mich Talebzadeh
t; > > > Mohammed > > Author: Big Data Analytics with Spark > <http://www.amazon.com/Big-Data-Analytics-Spark-Practitioners/dp/1484209656/> > > > > *From:* Khaled Hammouda [mailto:khaled.hammo...@kik.com] > *Sent:* Tuesday, June 14, 2016 10:23 PM > *To:* user > *S

RE: Spark SQL driver memory keeps rising

2016-06-15 Thread Mohammed Guller
mmouda [mailto:khaled.hammo...@kik.com] Sent: Tuesday, June 14, 2016 10:23 PM To: user Subject: Spark SQL driver memory keeps rising I'm having trouble with a Spark SQL job in which I run a series of SQL transformations on data loaded from HDFS. The first two stages load data from hdfs input without

Spark SQL driver memory keeps rising

2016-06-14 Thread Khaled Hammouda
I'm having trouble with a Spark SQL job in which I run a series of SQL transformations on data loaded from HDFS. The first two stages load data from hdfs input without issues, but later stages that require shuffles cause the driver memory to keep rising until it is exhausted, and then the driver