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https://issues.apache.org/jira/browse/SPARK-2652?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14181282#comment-14181282
 ] 

Gen TANG commented on SPARK-2652:
---------------------------------

If we set 
{code}
"spark.serializer", "org.apache.spark.serializer.KryoSerializer"
{code}
We will meet the problem about transformation between HashSet and BitSet in 
Kyro when the algorithm uses BitSet , such as:
{code}
com.esotericsoftware.kryo.KryoException: java.lang.IllegalArgumentException: 
Can not set final scala.collection.mutable.BitSet to 
scala.collection.mutable.HashSet
{code}
I met this problem when I used ALS and Spark HIVE. The problem will be fixed if 
we register mutable.BitSet manually. 

However, it is quite strange, because it seems that twitter.chill support 
mutable.BitSet https://github.com/twitter/chill/pull/185

> Turning default configurations for PySpark
> ------------------------------------------
>
>                 Key: SPARK-2652
>                 URL: https://issues.apache.org/jira/browse/SPARK-2652
>             Project: Spark
>          Issue Type: Improvement
>          Components: PySpark
>    Affects Versions: 1.0.0
>            Reporter: Davies Liu
>            Assignee: Davies Liu
>              Labels: Configuration, Python
>             Fix For: 1.1.0
>
>   Original Estimate: 48h
>  Remaining Estimate: 48h
>
> Some default value of configuration does not make sense for PySpark, change 
> them to reasonable ones, such as spark.serializer and 
> spark.kryo.referenceTracking



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