Github user xwu0226 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/14842#discussion_r77227594
  
    --- Diff: 
core/src/main/java/org/apache/spark/util/collection/unsafe/sort/UnsafeInMemorySorter.java
 ---
    @@ -333,11 +333,12 @@ public UnsafeSorterIterator getSortedIterator() {
         if (nullBoundaryPos > 0) {
           assert radixSortSupport != null : "Nulls are only stored separately 
with radix sort";
           LinkedList<UnsafeSorterIterator> queue = new LinkedList<>();
    -      if (radixSortSupport.sortDescending()) {
    -        // Nulls are smaller than non-nulls
    +
    +      // The null order is either LAST or FIRST, regardless of sorting 
direction (ASC|DESC)
    +      if (radixSortSupport.nullOrder() == PrefixComparator.NullOrder.LAST) 
{
             queue.add(new SortedIterator((pos - nullBoundaryPos) / 2, offset));
             queue.add(new SortedIterator(nullBoundaryPos / 2, 0));
    -      } else {
    +      } else if (radixSortSupport.nullOrder() == 
PrefixComparator.NullOrder.FIRST) {
             queue.add(new SortedIterator(nullBoundaryPos / 2, 0));
             queue.add(new SortedIterator((pos - nullBoundaryPos) / 2, offset));
           }
    --- End diff --
    
    I think one of the reasons I need to modify the `PrefixComparators` code is 
because` `UnsafeInMemorySorter` here puts null rows in a separate queue that is 
appended to before or after the non-null queue depending on sort direction 
ASC|DESC. 


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