Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/1425#issuecomment-49137261
  
    @dbtsai The assertions with `===` were all tested to work, but I agree it 
is more robust to allow numerical errors. One downside of this change is that 
`===` reports the values in comparison when something is wrong but now 
`almostEquals` only returns true/false. It would be great if we can make the 
implementation similar to `===`.
    
    Btw, Scalatest 2.x has this tolerance feature, where you can use `+-` to 
indicate a range. We are not using Scalatest 2.x but it is a useful feature.


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