Github user cloud-fan commented on the pull request:

    https://github.com/apache/spark/pull/11347#issuecomment-190225735
  
    Hi @davies
    I did a simple benchmark for pickle serializer with 1 million (int, string) 
rows. The execution time only includes serialize results at python side and 
send bytes to JVM side, the result is: batched serializer is about 2.67 times 
faster and serialized size is about 30% smaller.
    
    I think this is a problem. We should find another way to overcome the issue 
that binary data at JVM side has wrong row count, so that we can still use 
batched serializer.


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