Memory issues on spark

2016-02-17 Thread ARUN.BONGALE
Hi All, I have been facing memory issues in spark. im using spark-sql on AWS EMR. i have around 50GB file in AWS S3. I want to read this file in BI tool connected to spark-sql on thrift-server over OBDC. I'm executing select * from table in BI tool(qlikview,tableau). I run into OOM error someti

RE: Spark execuotr Memory profiling

2016-02-11 Thread ARUN.BONGALE
Hi All, Even i have same issues. EMR conf is 3 node cluster with m3.2xlarge. i'm tyring to read 100Gb file in spark-sql i have set below on spark export SPARK_EXECUTOR_MEMORY=4G export SPARK_DRIVER_MEMORY=12G export SPARK_EXECUTOR_INSTANCES=16 export SPARK_EXECUTOR_CORES=16 spark.kryoseriali

Memory tuning in spark sql

2016-02-04 Thread ARUN.BONGALE
Hi Sir/madam, Greetings of the day. I am working on Spark 1.6.0 with AWS EMR(Elastic Map Reduce). I'm facing some issues in reading large(500 mb) file in spark-sql. Sometimes i get heap space error and sometimes the executors fail. i have increased the driver memory, executor memory, kryo seriali