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

    https://github.com/apache/spark/pull/16196#discussion_r91373995
  
    --- Diff: core/src/main/scala/org/apache/spark/util/SizeEstimator.scala ---
    @@ -89,7 +90,13 @@ object SizeEstimator extends Logging {
     
       // A cache of ClassInfo objects for each class
       // We use weakKeys to allow GC of dynamically created classes
    -  private val classInfos = new MapMaker().weakKeys().makeMap[Class[_], 
ClassInfo]()
    +  private val classInfos = new ThreadLocal[WeakHashMap[Class[_], 
ClassInfo]] {
    +    override def initialValue(): java.util.WeakHashMap[Class[_], 
ClassInfo] = {
    --- End diff --
    
    Nit: remove java.util, and 'return' below. "map" is better than "toReturn"
    
    This is going to expand the memory footprint, because redundant copies of 
this info will be maintained per thread. Is the contention that significant?


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