Github user aarondav commented on the pull request:

    https://github.com/apache/incubator-spark/pull/612#discussion_r9833685
  
    This could be written pretty trivially using an Ordering, but I fear for 
the performance characteristics here, since this is a fast path. How does this 
look:
    ```
    if (pairs.isEmpty || other.pairs.isEmpty) {
       -pairs.length.compareTo(other.pairs.length)
    } else {
      -minKeyHash.compareTo(other.minKeyHash)
    }
    ```
    I think we may also need the `-` sign in front of the length for the same 
reason as we have it in the hash -- we want to invert the ordering since we 
deque the max not the min.


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