Github user wangyum commented on the issue: https://github.com/apache/spark/pull/21556 Another performance test: <img width="1008" alt="spark_24549" src="https://user-images.githubusercontent.com/5399861/41448622-437d029a-708e-11e8-9c18-5d9f17cd1edf.png">
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