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Posted to issues@spark.apache.org by "Srinivas Rishindra Pothireddi (Jira)" <ji...@apache.org> on 2023/01/15 01:57:00 UTC
[jira] [Created] (SPARK-42068) Parallelization in Scala is not working with Java 11 and spark3
Srinivas Rishindra Pothireddi created SPARK-42068:
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Summary: Parallelization in Scala is not working with Java 11 and spark3
Key: SPARK-42068
URL: https://issues.apache.org/jira/browse/SPARK-42068
Project: Spark
Issue Type: Bug
Components: Spark Core
Affects Versions: 3.2.3, 3.3.1, 3.4.0
Environment: ____ __
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_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/\_,_/_/ /_/\_\ version 3.3.1
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Using Scala version 2.12.15 (OpenJDK 64-Bit Server VM, Java 11.0.17)
Reporter: Srinivas Rishindra Pothireddi
The following code snippet fails with java 11 with spark3, but works with java 8. It also works with spark2 and java 11.
{code:java}
import scala.collection.mutable
import scala.collection.parallel.{ExecutionContextTaskSupport, ForkJoinTaskSupport}
case class Person(name: String, age: Int)
val pc = List(1, 2, 3).par
val forkJoinPool = new java.util.concurrent.ForkJoinPool(2)
pc.tasksupport = new ForkJoinTaskSupport(forkJoinPool)
pc.map { x =>
val personList: Array[Person] = (1 to 999).map(value => Person("p" + value, value)).toArray
//creating RDD of Person
val rddPerson = spark.sparkContext.parallelize(personList, 5)
val evenAgePerson = rddPerson.filter(_.age % 2 == 0)
import spark.implicits._
val evenAgePersonDF = evenAgePerson.toDF("Name", "Age")
} {code}
The error is as follows.
{code:java}
scala.ScalaReflectionException: object $read not found.
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:185)
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:29)
at $typecreator6$1.apply(<console>:37)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe$lzycompute(TypeTags.scala:237)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe(TypeTags.scala:237)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder$.apply(ExpressionEncoder.scala:52)
at org.apache.spark.sql.Encoders$.product(Encoders.scala:300)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder(SQLImplicits.scala:261)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder$(SQLImplicits.scala:261)
at org.apache.spark.sql.SQLImplicits.newProductEncoder(SQLImplicits.scala:32)
at $anonfun$res0$1(<console>:37)
at scala.runtime.java8.JFunction1$mcVI$sp.apply(JFunction1$mcVI$sp.java:23)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner(RemainsIterator.scala:116)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner$(RemainsIterator.scala:113)
at scala.collection.parallel.immutable.ParVector$ParVectorIterator.map2combiner(ParVector.scala:66)
at scala.collection.parallel.ParIterableLike$Map.leaf(ParIterableLike.scala:1064)
at scala.collection.parallel.Task.$anonfun$tryLeaf$1(Tasks.scala:53)
at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
at scala.util.control.Breaks$$anon$1.catchBreak(Breaks.scala:67)
at scala.collection.parallel.Task.tryLeaf(Tasks.scala:56)
at scala.collection.parallel.Task.tryLeaf$(Tasks.scala:50)
at scala.collection.parallel.ParIterableLike$Map.tryLeaf(ParIterableLike.scala:1061)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal(Tasks.scala:160)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal$(Tasks.scala:157)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.internal(Tasks.scala:440)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute(Tasks.scala:150)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute$(Tasks.scala:149)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.compute(Tasks.scala:440)
at java.base/java.util.concurrent.RecursiveAction.exec(RecursiveAction.java:189)
at java.base/java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:290)
at java.base/java.util.concurrent.ForkJoinTask.doJoin(ForkJoinTask.java:396)
at java.base/java.util.concurrent.ForkJoinTask.join(ForkJoinTask.java:721)
at scala.collection.parallel.ForkJoinTasks$WrappedTask.sync(Tasks.scala:379)
at scala.collection.parallel.ForkJoinTasks$WrappedTask.sync$(Tasks.scala:379)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.sync(Tasks.scala:440)
at scala.collection.parallel.ForkJoinTasks.executeAndWaitResult(Tasks.scala:423)
at scala.collection.parallel.ForkJoinTasks.executeAndWaitResult$(Tasks.scala:416)
at scala.collection.parallel.ForkJoinTaskSupport.executeAndWaitResult(TaskSupport.scala:60)
at scala.collection.parallel.ParIterableLike$ResultMapping.leaf(ParIterableLike.scala:968)
at scala.collection.parallel.Task.$anonfun$tryLeaf$1(Tasks.scala:53)
at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
at scala.util.control.Breaks$$anon$1.catchBreak(Breaks.scala:67)
at scala.collection.parallel.Task.tryLeaf(Tasks.scala:56)
at scala.collection.parallel.Task.tryLeaf$(Tasks.scala:50)
at scala.collection.parallel.ParIterableLike$ResultMapping.tryLeaf(ParIterableLike.scala:963)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute(Tasks.scala:153)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute$(Tasks.scala:149)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.compute(Tasks.scala:440)
at java.base/java.util.concurrent.RecursiveAction.exec(RecursiveAction.java:189)
at java.base/java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:290)
at java.base/java.util.concurrent.ForkJoinPool$WorkQueue.topLevelExec(ForkJoinPool.java:1020)
at java.base/java.util.concurrent.ForkJoinPool.scan(ForkJoinPool.java:1656)
at java.base/java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1594)
at java.base/java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:183)
Suppressed: scala.ScalaReflectionException: object $read not found.
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:185)
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:29)
at $typecreator6$1.apply(<console>:37)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe$lzycompute(TypeTags.scala:237)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe(TypeTags.scala:237)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder$.apply(ExpressionEncoder.scala:52)
at org.apache.spark.sql.Encoders$.product(Encoders.scala:300)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder(SQLImplicits.scala:261)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder$(SQLImplicits.scala:261)
at org.apache.spark.sql.SQLImplicits.newProductEncoder(SQLImplicits.scala:32)
at $anonfun$res0$1(<console>:37)
at scala.runtime.java8.JFunction1$mcVI$sp.apply(JFunction1$mcVI$sp.java:23)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner(RemainsIterator.scala:116)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner$(RemainsIterator.scala:113)
at scala.collection.parallel.immutable.ParVector$ParVectorIterator.map2combiner(ParVector.scala:66)
at scala.collection.parallel.ParIterableLike$Map.leaf(ParIterableLike.scala:1064)
at scala.collection.parallel.Task.$anonfun$tryLeaf$1(Tasks.scala:53)
at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
at scala.util.control.Breaks$$anon$1.catchBreak(Breaks.scala:67)
at scala.collection.parallel.Task.tryLeaf(Tasks.scala:56)
at scala.collection.parallel.Task.tryLeaf$(Tasks.scala:50)
at scala.collection.parallel.ParIterableLike$Map.tryLeaf(ParIterableLike.scala:1061)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal(Tasks.scala:160)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal$(Tasks.scala:157)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.internal(Tasks.scala:440)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute(Tasks.scala:150)
... 8 more
Suppressed: scala.ScalaReflectionException: object $read not found.
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:185)
at scala.reflect.internal.Mirrors$RootsBase.staticModule(Mirrors.scala:29)
at $typecreator6$1.apply(<console>:37)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe$lzycompute(TypeTags.scala:237)
at scala.reflect.api.TypeTags$WeakTypeTagImpl.tpe(TypeTags.scala:237)
at org.apache.spark.sql.catalyst.encoders.ExpressionEncoder$.apply(ExpressionEncoder.scala:52)
at org.apache.spark.sql.Encoders$.product(Encoders.scala:300)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder(SQLImplicits.scala:261)
at org.apache.spark.sql.LowPrioritySQLImplicits.newProductEncoder$(SQLImplicits.scala:261)
at org.apache.spark.sql.SQLImplicits.newProductEncoder(SQLImplicits.scala:32)
at $anonfun$res0$1(<console>:37)
at scala.runtime.java8.JFunction1$mcVI$sp.apply(JFunction1$mcVI$sp.java:23)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner(RemainsIterator.scala:116)
at scala.collection.parallel.AugmentedIterableIterator.map2combiner$(RemainsIterator.scala:113)
at scala.collection.parallel.immutable.ParVector$ParVectorIterator.map2combiner(ParVector.scala:66)
at scala.collection.parallel.ParIterableLike$Map.leaf(ParIterableLike.scala:1064)
at scala.collection.parallel.Task.$anonfun$tryLeaf$1(Tasks.scala:53)
at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
at scala.util.control.Breaks$$anon$1.catchBreak(Breaks.scala:67)
at scala.collection.parallel.Task.tryLeaf(Tasks.scala:56)
at scala.collection.parallel.Task.tryLeaf$(Tasks.scala:50)
at scala.collection.parallel.ParIterableLike$Map.tryLeaf(ParIterableLike.scala:1061)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal(Tasks.scala:170)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.internal$(Tasks.scala:157)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.internal(Tasks.scala:440)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute(Tasks.scala:150)
at scala.collection.parallel.AdaptiveWorkStealingTasks$WrappedTask.compute$(Tasks.scala:149)
at scala.collection.parallel.AdaptiveWorkStealingForkJoinTasks$WrappedTask.compute(Tasks.scala:440)
at java.base/java.util.concurrent.RecursiveAction.exec(RecursiveAction.java:189)
at java.base/java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:290)
at java.base/java.util.concurrent.ForkJoinPool$WorkQueue.topLevelExec(ForkJoinPool.java:1020)
at java.base/java.util.concurrent.ForkJoinPool.scan(ForkJoinPool.java:1656)
at java.base/java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1594)
at java.base/java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:183) {code}
I noticed the following snippet in the stacktrace.
{code:java}
at scala.collection.parallel.Task.$anonfun$tryLeaf$1(Tasks.scala:53)
at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
at scala.util.control.Breaks$$anon$1.catchBreak(Breaks.scala:67) {code}
It seems to be that a java8 runtime is being called even though the environment is java 11. I am not sure if this is an issue with Scala 2.12.15 or with spark itself.
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