Github user marmbrus commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8441#discussion_r38056282
  
    --- Diff: docs/sql-programming-guide.md ---
    @@ -870,12 +886,11 @@ saveDF(select(df, "name", "age"), 
"namesAndAges.parquet", "parquet")
     
     Save operations can optionally take a `SaveMode`, that specifies how to 
handle existing data if
     present.  It is important to realize that these save modes do not utilize 
any locking and are not
    -atomic.  Thus, it is not safe to have multiple writers attempting to write 
to the same location.
    -Additionally, when performing a `Overwrite`, the data will be deleted 
before writing out the
    +atomic.  Additionally, when performing a `Overwrite`, the data will be 
deleted before writing out the
     new data.
     
     <table class="table">
    -<tr><th>Scala/Java</th><th>Python</th><th>Meaning</th></tr>
    +<tr><th>Scala/Java</th><th>Any Language</th><th>Meaning</th></tr>
    --- End diff --
    
    It works in scala too though?  I wasn't really sure what to do here.  We 
could also just delete the other column?


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