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

    https://github.com/apache/spark/pull/16196#discussion_r91309138
  
    --- 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] = {
    +      val toReturn = new WeakHashMap[Class[_], ClassInfo]()
    +      toReturn.put(classOf[Object], new ClassInfo(objectSize, new 
Array[Int](0)))
    +      return toReturn
    --- End diff --
    
    What I meant was, continue to use ThreadLocal, but maintain the MapMaker's 
result for thlocal.get()
    
    And move the initilization to initialize() instead of in initialValue()


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