Hi, I am trying to use spark but I am having hard time configuring the sparkconf... My current conf is conf = SparkConf().set("spark.executor.memory","10g").set("spark.akka.frameSize", "100000000").set("spark.driver.memory","16g")
but I still see the java heap size error 14/10/12 09:54:50 ERROR Executor: Exception in task 3.0 in stage 0.0 (TID 3) java.lang.OutOfMemoryError: Java heap space at com.esotericsoftware.kryo.io.Input.readBytes(Input.java:296) at com.esotericsoftware.kryo.serializers.DefaultArraySerializers$ByteArraySerializer.read(DefaultArraySerializers.java:35) at com.esotericsoftware.kryo.serializers.DefaultArraySerializers$ByteArraySerializer.read(DefaultArraySerializers.java:18) at com.esotericsoftware.kryo.Kryo.readObjectOrNull(Kryo.java:699) at com.esotericsoftware.kryo.serializers.DefaultArraySerializers$ObjectArraySerializer.read(DefaultArraySerializers.java:332) at com.esotericsoftware.kryo.serializers.DefaultArraySerializers$ObjectArraySerializer.read(DefaultArraySerializers.java:293) at com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:729) at com.twitter.chill.WrappedArraySerializer.read(WrappedArraySerializer.scala:34) at com.twitter.chill.WrappedArraySerializer.read(WrappedArraySerializer.scala:21) at com.esotericsoftware.kryo.Kryo.readClassAndObject(Kryo.java:729) at org.apache.spark.serializer.KryoDeserializationStream.readO Whats the right way to turn these knobs and what other knobs I can play with. Thanks