Github user maropu commented on the issue:

    https://github.com/apache/spark/pull/18576
  
    @gatorsmile I think a bit more about this issue and I propose another 
approach; how about just moving `output` into `QueryPlanConstraints` and 
`output` always considering NULL constraints in its own logical plan? This does 
not solve all the existing issues about nullability though, this fix is not 
intrusive but simple (I feel good as a first step for this). 
https://github.com/apache/spark/compare/master...maropu:SPARK-21351-4#diff-b40fcb6ac9b2e94b410f39a94a97e822R36


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