Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20687#discussion_r172985682
  
    --- Diff: 
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/complexTypesSuite.scala
 ---
    @@ -331,4 +330,30 @@ class ComplexTypesSuite extends PlanTest with 
ExpressionEvalHelper {
           .analyze
         comparePlans(Optimizer execute rel, expected)
       }
    +
    +  test("SPARK-23500: Simplify complex ops that aren't at the plan root") {
    +    // If nullable attributes aren't used, the array and map test cases 
fail because array
    +    // and map indexing can return null so the output is marked nullable.
    --- End diff --
    
    why? I think the optimization is still valid, we should show this in the 
test, instead of hiding it with a nullable attribute.


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