After reading the internal code of Spark about it, I wasn't able to
understand why it calls takeSample() twice? Can someone please explain?

There is a relevant  StackOverflow question
<http://stackoverflow.com/questions/38986395/sparkkmeans-calls-takesample-twice>
 
.



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