Github user srowen commented on the pull request: https://github.com/apache/spark/pull/5608#issuecomment-95904145 Sampling 1 might work for some cases; 100 for others; some may take 1000. There's no way to know. This change as it stands is needlessly complex because it duplicates the loop among other things. You just want to take n samples of the array, and use the largest as your base, and smallest as your multiplier. That would be OK, and make n some small number like 2 or 3. At least it would be less hard-coded, and would make for a better change, along with some comments about why you are doing this.
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