Github user liancheng commented on the pull request:

    https://github.com/apache/spark/pull/12872#issuecomment-216733049
  
    One thing that we've decided offline is that we should deprecate 
Dataset.registerTempTable() by Dataset.createTempView() in a follow-up PR. It's 
becoming confusing that we call the same thing "table" in Dataset API but 
"view" in SQL DDL.
    
    I think the essential difference between a view and a table is that a view 
is basically a lineage, while a table is always materialized to disk. For 
example, data of temporary tables in Hive are written to scratch folder of the 
current session.



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