Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/15343
  
    @davies OK I think I'm 'fixing' this in the wrong place. RDD.setName() will 
change the name displayed in the storage tab, but, this new Dataset.setName() 
won't. You're right that it's always the logical plan, before and after the 
change:
    
    <img width="668" alt="screen shot 2016-10-05 at 14 27 41" 
src="https://cloud.githubusercontent.com/assets/822522/19114933/f4e724ac-8b07-11e6-8ef3-0ec0b54c80c6.png";>
    
    I think I need to figure out how to plumb through the new Dataset name to 
make this do the thing I think it's useful for.


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