Github user kiszk commented on a diff in the pull request:

    https://github.com/apache/spark/pull/13704#discussion_r70199583
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ---
    @@ -2018,6 +2018,8 @@ class Analyzer(
                 fail(child, DateType, walkedTypePath)
               case (StringType, to: NumericType) =>
                 fail(child, to, walkedTypePath)
    +          case (from: ArrayType, to: ArrayType) if !from.containsNull =>
    --- End diff --
    
    I will try improving the `SimplifyCasts` rule to force to eliminate the 
cast from non-element-nullable array to nullable ones. I do not understand the 
following. Will it be automatically done by improving the `SimplifyCasts` or do 
we need to improve another rule?
    > "we can handle map too"
    
    I will add unit tests for it. I think that it is good to add a benchmark to 
show degree of improvements.


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