GitHub user squito opened a pull request:

    https://github.com/apache/spark/pull/15221

    [SPARK-17648][CORE] TaskScheduler really needs offers to be an IndexedSeq

    ## What changes were proposed in this pull request?
    
    The Seq[WorkerOffer] is accessed by index, so it really should be an
    IndexedSeq, otherwise an O(n) operation becomes O(n^2).  In practice
    this hasn't been an issue b/c where these offers are generated, the call
    to `.toSeq` just happens to create an IndexedSeq anyway.  But its better
    I got bitten by this in performance tests I was doing, and its better
    for the types to be more precise so eg. a change in Scala doesn't destroy
    performance.
    
    ## How was this patch tested?
    
    Unit tests via jenkins.


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/squito/spark SPARK-17648

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/15221.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #15221
    
----
commit d6957e2eb220a03dfe92461b182211319b4727bf
Author: Imran Rashid <[email protected]>
Date:   2016-09-23T15:45:16Z

    [SPARK-17648][CORE] TaskScheduler really needs offers to be an IndexedSeq 
for efficiency
    
    The Seq[WorkerOffer] is accessed by index, so it really should be an
    IndexedSeq, otherwise an O(n) operation becomes O(n^2).  In practice
    this hasn't been an issue b/c where these offers are generated, the call
    to `.toSeq` just happens to create an IndexedSeq anyway.  But its better
    I got bitten by this in performance tests I was doing, and its better
    for the types to be more precise so eg. a change in Scala doesn't destroy
    performance.

----


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