Github user Koraseg commented on the issue:

    https://github.com/apache/spark/pull/22894
  
    I have also updated benchmarks here: 
https://github.com/Koraseg/mapstatus-benchmark.
    
    By the way, the best performance has shown 
gnu.trove.map.hash.TIntByteHashMap. But the boost in comparison with  
java.util.HashMap seems not too big for a new library dependency.


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