Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/9380#issuecomment-155224857
  
    Which part is boxing the result? I tested the following on master with 
changes from #9480:
    
    ~~~scala
    val df = sqlContext.range(100000000)
    df.select(var_samp("id")).show(); // ~7.5s
    df.select(stddev_samp("id")).show() // ~10s
    ~~~
    
    Both have low GC activities.


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