Github user tgravescs commented on the issue:

    https://github.com/apache/spark/pull/19270
  
    @vanzin I haven't followed the prs from SPARK-18085 closely, you keep 
mentioning it here but don't give anymore context as to what that has to do 
with this change.  Did you change the format of tables in there?  Please point 
to specifics.
    
    Yes there is obviously a trade off here since its loading all the data at 
first. This is useful in many situations but not in others. the memory usage 
can be an issue but isn't worse then anyone hitting the rest api directly 
(other then your browser side).    Personally I hate the tables as is now, they 
are not friendly at all when looking for things in the task tables so we need 
to improve them somehow.
    
    If you have other design ideas for this perhaps you can talk about those.  
There are definitely other approaches/frameworks, we can definitely improve 
upon this to make things happen more on the server side if its needed and we 
support in the rest api.  We could also change back away from the rest api, but 
I thought that is the way we were wanting to go but maybe that has changed 
again?


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