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

    https://github.com/apache/spark/pull/18541#discussion_r125631060
  
    --- Diff: 
core/src/main/java/org/apache/spark/util/collection/unsafe/sort/UnsafeExternalSorter.java
 ---
    @@ -596,17 +600,37 @@ public long getKeyPrefix() {
        *
        * TODO: support forced spilling
        */
    -  public UnsafeSorterIterator getIterator() throws IOException {
    +  public UnsafeSorterIterator getIterator(int startIndex) throws 
IOException {
         if (spillWriters.isEmpty()) {
           assert(inMemSorter != null);
    -      return inMemSorter.getSortedIterator();
    +      UnsafeSorterIterator iter = inMemSorter.getSortedIterator();
    +      for (int i = 0; i < startIndex && iter.hasNext(); i++) {
    +        iter.loadNext();
    +      }
    +      return iter;
         } else {
           LinkedList<UnsafeSorterIterator> queue = new LinkedList<>();
    +      int i = 0;
           for (UnsafeSorterSpillWriter spillWriter : spillWriters) {
    -        queue.add(spillWriter.getReader(serializerManager));
    +        if (i + spillWriter.recordsSpilled() <= startIndex) {
    +          i += spillWriter.recordsSpilled();
    +          continue;
    +        } else {
    +          UnsafeSorterIterator iter = 
spillWriter.getReader(serializerManager);
    +          for (int j = i; j < startIndex && iter.hasNext(); j++) {
    +            iter.loadNext();
    +          }
    +          queue.add(iter);
    +          i += spillWriter.recordsSpilled();
    +        }
           }
           if (inMemSorter != null) {
    -        queue.add(inMemSorter.getSortedIterator());
    +        UnsafeSorterIterator iter = inMemSorter.getSortedIterator();
    --- End diff --
    
    This is almost similar to the code in the first if clause. Let's try to get 
rid of this duplication, and move this logic into a separate function.


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