java.lang.OutOfMemoryError

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  • Converting Pandas Code to Spark code
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    • java.lang.OutOfMemoryError: Java heap space at org.apache.spark.sql.catalyst.expressions.GenericMutableRow.<init>(rows.scala:252) at org.apache.spark.sql.execution.stat.StatFunctions$$anonfun$4.apply(StatFunctions.scala:123) at org.apache.spark.sql.execution.stat.StatFunctions$$anonfun$4.apply(StatFunctions.scala:122) at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:244) at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:244) at scala.collection.immutable.HashMap$HashMap1.foreach(HashMap.scala:224) at scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403) at scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403) at scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403) at scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403) at scala.collection.TraversableLike$class.map(TraversableLike.scala:244) at scala.collection.AbstractTraversable.map(Traversable.scala:105) at org.apache.spark.sql.execution.stat.StatFunctions$.crossTabulate(StatFunctions.scala:122) at org.apache.spark.sql.DataFrameStatFunctions.crosstab(DataFrameStatFunctions.scala:133) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:231) at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:381) at py4j.Gateway.invoke(Gateway.java:259) at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:133) at py4j.commands.CallCommand.execute(CallCommand.java:79) at py4j.GatewayConnection.run(GatewayConnection.java:209) at java.lang.Thread.run(Thread.java:745)
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