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

    https://github.com/apache/spark/pull/21102#discussion_r203319710
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/OpenHashSet.scala ---
    @@ -163,7 +187,7 @@ class OpenHashSet[@specialized(Long, Int) T: ClassTag](
        *                 to a new position (in the new data array).
        */
       def rehashIfNeeded(k: T, allocateFunc: (Int) => Unit, moveFunc: (Int, 
Int) => Unit) {
    -    if (_size > _growThreshold) {
    +    if (_occupied > _growThreshold) {
    --- End diff --
    
    When 'remove' is called, '_size' is decremented. But, an entry is not 
released. This is  a motivation to introduce 'occupied'.
    I will try to use another implementation without 'remove' while it may 
introduce some overhead.


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