Optimized spark configuration

2014-12-05 Thread vdiwakar.malladi
Hi

Could any one help what would be better / optimized configuration for driver
memory, worker memory, number of parallelisms etc., parameters to be
configured when we are running 1 master node (it itself acting as slave node
also) and 1 slave node. Both are of 32 GB RAM with 4 cores.

On this, I loaded approx. 17M rows of data (3.2 GB) to hive store and when I
try to execute a query on this from jdbc thrift server, it is taking about
10-12 sec to retrieve the data which I think is too much.

Or guide please guide me any tutorial which will explain about these
optimize configurations.

Thanks in advance.



--
View this message in context: 
http://apache-spark-user-list.1001560.n3.nabble.com/Optimized-spark-configuration-tp20495.html
Sent from the Apache Spark User List mailing list archive at Nabble.com.

-
To unsubscribe, e-mail: user-unsubscr...@spark.apache.org
For additional commands, e-mail: user-h...@spark.apache.org



R: Optimized spark configuration

2014-12-05 Thread Paolo Platter
What kind of Query are you performing?
You should set something like 2 partition per core that would be 400 Mb per 
partition.
As you have a lot of ram I suggest to cache the whole table, performance will 
increase a lot.

Paolo

Inviata dal mio Windows Phone

Da: vdiwakar.malladimailto:vdiwakar.mall...@gmail.com
Inviato: ‎05/‎12/‎2014 18:52
A: u...@spark.incubator.apache.orgmailto:u...@spark.incubator.apache.org
Oggetto: Optimized spark configuration

Hi

Could any one help what would be better / optimized configuration for driver
memory, worker memory, number of parallelisms etc., parameters to be
configured when we are running 1 master node (it itself acting as slave node
also) and 1 slave node. Both are of 32 GB RAM with 4 cores.

On this, I loaded approx. 17M rows of data (3.2 GB) to hive store and when I
try to execute a query on this from jdbc thrift server, it is taking about
10-12 sec to retrieve the data which I think is too much.

Or guide please guide me any tutorial which will explain about these
optimize configurations.

Thanks in advance.



--
View this message in context: 
http://apache-spark-user-list.1001560.n3.nabble.com/Optimized-spark-configuration-tp20495.html
Sent from the Apache Spark User List mailing list archive at Nabble.com.

-
To unsubscribe, e-mail: user-unsubscr...@spark.apache.org
For additional commands, e-mail: user-h...@spark.apache.org