Github user HuJiayin commented on the pull request: https://github.com/apache/spark/pull/8546#issuecomment-136911191 Users can manually adjust memory when they meet failure but they may cost some time to find the root cause. There are many ways to implement kmeans and they work well in different cases. I think it maybe better if the switch is transparent to users. The codes can switch between different approaches.
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