java.lang.OutOfMemoryError

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  • Calculating Spark ML Heap Requirements
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  • Out of Memory Error Running Scala in IntelliJ
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  • GitHub comment 513#201145648
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    • java.lang.OutOfMemoryError: Java heap space at scala.collection.mutable.ArrayBuilder$ofDouble.mkArray(ArrayBuilder.scala:518) at scala.collection.mutable.ArrayBuilder$ofDouble.resize(ArrayBuilder.scala:524) at scala.collection.mutable.ArrayBuilder$ofDouble.ensureSize(ArrayBuilder.scala:536) at scala.collection.mutable.ArrayBuilder$ofDouble.$plus$plus$eq(ArrayBuilder.scala:549) at scala.collection.mutable.ArrayBuilder$ofDouble.$plus$plus$eq(ArrayBuilder.scala:511) at scala.collection.mutable.ArrayOps$$anonfun$flatten$2.apply(ArrayOps.scala:83) at scala.collection.mutable.ArrayOps$$anonfun$flatten$2.apply(ArrayOps.scala:82) at scala.collection.IndexedSeqOptimized$class.foreach(IndexedSeqOptimized.scala:33) at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:186) at scala.collection.mutable.ArrayOps$class.flatten(ArrayOps.scala:82) at scala.collection.mutable.ArrayOps$ofRef.flatten(ArrayOps.scala:186) at org.apache.spark.mllib.classification.NaiveBayesModel.<init>(NaiveBayes.scala:56) at org.apache.spark.mllib.classification.NaiveBayes.run(NaiveBayes.scala:433) at org.apache.spark.mllib.classification.NaiveBayes$.train(NaiveBayes.scala:507) at org.apache.spark.ml.classification.NaiveBayes.train(NaiveBayes.scala:106) at org.apache.spark.ml.classification.NaiveBayes.train(NaiveBayes.scala:76) at org.apache.spark.ml.Predictor.fit(Predictor.scala:90) at org.apache.spark.ml.Predictor.fit(Predictor.scala:71) 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:237) at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357) at py4j.Gateway.invoke(Gateway.java:280) at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:128) at py4j.commands.CallCommand.execute(CallCommand.java:79) at py4j.GatewayConnection.run(GatewayConnection.java:211) at java.lang.Thread.run(Thread.java:745)

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