How big is your data? Did you see other error messages from executors?
It seems to me like a shuffle communication error. This thread may be
relevant:

http://mail-archives.apache.org/mod_mbox/spark-user/201402.mbox/%3ccalrnvjuvtgae_ag1rqey_cod1nmrlfpesxgsb7g8r21h0bm...@mail.gmail.com%3E


-Xiangrui

On Fri, Jan 9, 2015 at 3:19 AM, jatinpreet <jatinpr...@gmail.com> wrote:
> Hi,
>
> I am using Spark Version 1.1 in standalone mode in the cluster. Sometimes,
> during Naive Baye's training, I get OptionalDataException at line,
>
> map at NaiveBayes.scala:109
>
> I am getting following exception on the console,
>
> java.io.OptionalDataException:
>         java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1371)
>         java.io.ObjectInputStream.readObject(ObjectInputStream.java:371)
>         java.util.HashMap.readObject(HashMap.java:1394)
>         sun.reflect.GeneratedMethodAccessor626.invoke(Unknown Source)
>
> sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
>         java.lang.reflect.Method.invoke(Method.java:483)
>
> java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass.java:1017)
>
> java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1896)
>
> java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1801)
>
> What could be the reason behind this?
>
> Thanks
>
>
>
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