Github user actuaryzhang commented on the issue:

    https://github.com/apache/spark/pull/16740
  
    @sethah Thanks for the comments. 
    
    OK, added more tests to cover all families. It's not possible to test all 
family and link combination if that's what you mean: the tweedie family 
supports a family of links. Now, the link tested includes identity, log, 
inverse, logit and mu^0.4. This should be enough to prevent any non-general 
changes to accidentally pass the tests. 


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