Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/9243#issuecomment-150532600
  
    @viirya we have an outstanding issue about RoaringBitmap not being 
serialized by kryo at the moment: 
https://issues.apache.org/jira/browse/SPARK-11016  It sounds like we have two 
bitset implementations (three if you count the JDK). What's your view on 
replacing RoaringBitmap everywhere? It's kind of unfortunate Spark 
reimplemented the wheel here but, given that this is done (and maybe has some 
marginal advantage), what about removing this dependency entirely? that is do 
you see an argument for RoaringBitmap in Spark?


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