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https://issues.apache.org/jira/browse/SPARK-19675?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15877255#comment-15877255
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Shixiong Zhu commented on SPARK-19675:
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[~taroplus] Yeah, I should have checked `sbt run` with myself. Looks like it
does use some class loader magic to support multiple Scala versions.
However, I don't see how to do this in Spark. In general, the recommended way
to run Spark application is using spark-submit rather than `sbt run`.
I checked the local mode and it works. So the issue happens when launching
executor processes in local-cluster, client and cluster modes.
There are couples problems to support `sbt run`. E.g.,
- How to know if the driver is using `sbt run`?
- How to launch a new executor process with the SBT ClassLoader automatically
in a remote node? The remote node may not have SBT installed.
This is really a low priority feature. Welcome to submit a PR if you have time
to work on this.
> ExecutorClassLoader loads classes from SystemClassLoader
> --------------------------------------------------------
>
> Key: SPARK-19675
> URL: https://issues.apache.org/jira/browse/SPARK-19675
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 2.1.0, 2.2.0
> Environment: sbt / Play Framework
> Reporter: Kohki Nishio
> Priority: Minor
>
> Spark Executor loads classes from SystemClassLoader which contains
> sbt-launch.jar and it contains Scala2.10 binary, however Spark itself is
> built on Scala2.11, thus it's throwing InvalidClassException
> java.io.InvalidClassException: scala.Option; local class incompatible: stream
> classdesc serialVersionUID = -114498752079829388, local class
> serialVersionUID = 5081326844987135632
> at java.io.ObjectStreamClass.initNonProxy(ObjectStreamClass.java:616)
> at
> java.io.ObjectInputStream.readNonProxyDesc(ObjectInputStream.java:1630)
> at java.io.ObjectInputStream.readClassDesc(ObjectInputStream.java:1521)
> at
> java.io.ObjectInputStream.readNonProxyDesc(ObjectInputStream.java:1630)
> at java.io.ObjectInputStream.readClassDesc(ObjectInputStream.java:1521)
> at
> java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1781)
> at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1353)
> at
> java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2018)
> at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1942)
> at
> java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1808)
> ExecutorClassLoader's desired class loder (parentLoader) actually contains
> the correct path (scala-library-2.11.8.jar) but it is not being used.
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