Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/18687
  
    We need to well define the cache behavior of Dataset.
    
    I agree that once a table is cached, other Dataset should use the cached 
table without reading it again.
    
    Then once a table is uncached, other Dataset now should use the cached 
table or uncached table?


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