Github user zsxwing commented on a diff in the pull request:

    https://github.com/apache/spark/pull/18629#discussion_r127519438
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/HDFSBackedStateStoreProvider.scala
 ---
    @@ -172,7 +172,9 @@ private[state] class HDFSBackedStateStoreProvider 
extends StateStoreProvider wit
           }
         }
     
    -    override def numKeys(): Long = mapToUpdate.size()
    +    override def metrics: StateStoreMetrics = {
    +      StateStoreMetrics(mapToUpdate.size(), 
SizeEstimator.estimate(mapToUpdate), Map.empty)
    --- End diff --
    
    Should we add a flag for this? `SizeEstimator.estimate` will be very slow 
when there are a lot of states, because it scans all objects using reflection.


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