Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/15726
  
    @ericl Thanks. Looks like we have more than one level lock (at least two in 
`HiveExternalCatalog`, `HiveClientImpl`). This might hard to tackle.
    
    Although it is still possibly to have a workaround by having customized 
methods to wrap those `loadPartition` as one task, I think the work may not be 
worth.
    
    @ericl @rxin Do you agree that?



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