Stati, 

Change SPARK_REPL_OPTS to SPARK_SUBMIT_OPTS and try again. I faced the same
issue and making this change worked for me.  I looked at the spark-shell
file under the bin dir and found SPARK_SUBMIT_OPTS being used. 

SPARK_SUBMIT_OPTS="-XX:MaxPermSize=256m" bin/spark-shell  --master
spark://machu:7077 --total-executor-cores 12  --packages
com.databricks:spark-csv_2.10:1.0.3 --packages joda-time:joda-time:2.8.1 


-SparklineData



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