Github user cloud-fan commented on the pull request:

    https://github.com/apache/spark/pull/736#issuecomment-42955215
  
    @rxin I'm sorry I didn't got a link for that, but I didn't find any 
discussion about performance issue of Iterator#size, either. I just checked the 
source code of Iterator and desugar scala for loop to see what happened.
    `scala -Xprint:parser -e "var count = 0;for (i <- List(1,2,3).iterator) 
count += 1"`
    You can try it yourself, it will be translated into `var count = 0;List(1, 
2, 3).iterator.foreach( i => count += 1)`
    And the Iterator#foreach implementation is `{ while (hasNext) f(next()) }`, 
it's same with what spark do to calculate the size of iterator.
    Anyway,  get size of an iterator is a basic function, it is logical to let 
the language lib do it.



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