GitHub user mengxr opened a pull request:

    https://github.com/apache/spark/pull/1229

    [SPARK-2251] fix concurrency issues in random sampler

    The following code is very likely to throw an exception:
    
    ~~~
    val rdd = sc.parallelize(0 until 111, 10).sample(false, 0.1)
    rdd.zip(rdd).count()
    ~~~
    
    because the same random number generator is used in compute partitions.

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

    $ git pull https://github.com/mengxr/spark fix-sample

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

    https://github.com/apache/spark/pull/1229.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 #1229
    
----
commit e7f5f5a4a81ee546fe157846b8cf527e1fba9a63
Author: Xiangrui Meng <[email protected]>
Date:   2014-06-26T08:45:46Z

    fix concurrency issues in random sampler

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