Github user viirya commented on the issue: https://github.com/apache/spark/pull/13701 @gatorsmile You know that the benchmark results will not the same every time even you run it with the same codes. If the difference is under a small range, we can assume they have no significant difference. So I would not say it actually has performance penalty.
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