Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/5614#issuecomment-95374557
  
    That is different. In FPGrowth, we don't really care about the item type as 
long as they are serializable. So it is not necessary to map Python objects 
into their equivalent JVM objects through SerDes. Instead, we can pickle the 
items on Python side and treat all items as strings on the JVM side. I'm not 
sure whether it is worth doing this optimization. Maybe we should wait and see 
whether there are issues with the current implementation first.


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