Github user rxin commented on a diff in the pull request:

    https://github.com/apache/spark/pull/4336#discussion_r24053977
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/DataFrameImpl.scala 
---
    @@ -260,11 +260,11 @@ private[sql] class DataFrameImpl protected[sql](
     
       override def take(n: Int): Array[Row] = head(n)
     
    -  override def collect(): Array[Row] = 
queryExecution.executedPlan.executeCollect()
    +  override def collect(): Array[Row] = rdd.collect()
     
       override def collectAsList(): java.util.List[Row] = 
java.util.Arrays.asList(rdd.collect() :_*)
     
    -  override def count(): Long = 
groupBy().count().rdd.collect().head.getLong(0)
    +  override def count(): Long = rdd.count()
    --- End diff --
    
    @marmbrus is correct. rdd.count() doesn't go through the optimizer. The 
original solution goes through the optimizer.
    
    Maybe a better change is to add some inline comment to explain this makes 
sure it goes through the optimizer, etc.


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