GitHub user mgaido91 opened a pull request:

    https://github.com/apache/spark/pull/21133

    [SPARK-24013][SQL] Remove unneeded compress in ApproximatePercentile

    ## What changes were proposed in this pull request?
    
    `ApproximatePercentile` contains a workaround logic to compress the samples 
since at the beginning `QuantileSummaries` was ignoring the compression 
threshold. This problem was fixed in SPARK-17439, but the workaround logic was 
not removed. So we are compressing the samples many more times than needed: 
this could lead to critical performance degradation.
    
    ## How was this patch tested?
    
    added UT


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

    $ git pull https://github.com/mgaido91/spark SPARK-24013

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

    https://github.com/apache/spark/pull/21133.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 #21133
    
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commit 0ac3b4f1ffe05f51abfb58810c385a4daae016c9
Author: Marco Gaido <marcogaido91@...>
Date:   2018-04-23T20:40:06Z

    [SPARK-24013][SQL] Remove unneeded compress in ApproximatePercentile

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