Github user lins05 commented on the issue:

    https://github.com/apache/spark/pull/15043
  
    Did a simple test and it does fix the bug. One interesting thing is while 
records.count() returns a smaller number than the actual count, the spark UI 
still shows the correct records number, in my test case it's 2999808 v.s. 
300000.
    
    ![screen shot 2016-09-10 at 5 57 38 
pm](https://cloud.githubusercontent.com/assets/717363/18409696/70a407e0-7780-11e6-9f22-7b55c24b0595.png)
    
    ![screen shot 2016-09-10 at 5 58 26 
pm](https://cloud.githubusercontent.com/assets/717363/18409697/75f5254e-7780-11e6-98fd-5cae496f7c22.png)



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