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

    https://github.com/apache/spark/pull/8100#discussion_r43577959
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/deploy/yarn/LocalityPreferredContainerPlacementStrategy.scala
 ---
    @@ -179,4 +196,26 @@ private[yarn] class 
LocalityPreferredContainerPlacementStrategy(
           (host, math.max(0, (expectedCount - existedCount).ceil.toInt))
         }
       }
    +
    +  /**
    +   * Calculate the host to possible number of containers for pending 
allocated containers.
    +   * @param localityMatchedPendingAllocations A sequence of pending 
container request which
    +   *                                          matches the localities of 
current required tasks.
    +   * @return a Map with hostname as key and possible number of containers 
on this host as value
    --- End diff --
    
    This confused me a little bit; the "possible number of containers" would be 
just the raw count stored in `localityMatchedPendingAllocations`, no? Instead, 
the method is returning some kind of ratio. It would be nice to clarify that 
here.


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