Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/15041
  
    This takes a heavy sort-based path well before it would cause an OOM it 
seems though. This is a simple Utils method and I'm not sure it should be 
causing spills to disk. If the problem is that you're running out of memory 
taking 10M records to the driver, don't you just generally need more driver 
memory? you're going to be in memory eventually on the driver when the result 
is produced.


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