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

    https://github.com/apache/spark/pull/14104#discussion_r70240934
  
    --- Diff: docs/programming-guide.md ---
    @@ -1099,6 +1099,9 @@ for details.
     </tr>
     </table>
     
    +Spark RDD API also exposes asynchronous versions of some actions like 
foreach, collect, count etc. which return a handle immediately to the caller 
which can be used to wait for its completion.
    --- End diff --
    
    I have a few edits to suggest so let me just propose some text directly:
    
    The Spark RDD API also exposes asynchronous versions of some actions, like 
`foreachAsync` for `foreach`, which immediately return a `FutureAction` to the 
caller instead of blocking on completion of the action. This can be used to 
manage or wait for the asynchronous execution of the action.


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