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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