GitHub user gatorsmile opened a pull request:

    https://github.com/apache/spark/pull/16588

    [SPARK-19092] [SQL] [Backport-2.1] Save() API of DataFrameWriter should not 
scan all the saved files #16481

    ### What changes were proposed in this pull request?
    
    #### This PR is to backport https://github.com/apache/spark/pull/16481 to 
Spark 2.1
    --- 
    `DataFrameWriter`'s [save() 
API](https://github.com/gatorsmile/spark/blob/5d38f09f47a767a342a0a8219c63efa2943b5d1f/sql/core/src/main/scala/org/apache/spark/sql/DataFrameWriter.scala#L207)
 is performing a unnecessary full filesystem scan for the saved files. The 
save() API is the most basic/core API in `DataFrameWriter`. We should avoid it. 
    
    ### How was this patch tested?
    Added and modified the test cases

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

    $ git pull https://github.com/gatorsmile/spark backport-19092

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

    https://github.com/apache/spark/pull/16588.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 #16588
    
----
commit a246ae9ce329518f4e97f7b8ca67446ba72af2f1
Author: gatorsmile <gatorsm...@gmail.com>
Date:   2017-01-15T19:25:40Z

    backport

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