Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/16161
  
    option 1 is better, but this PR only adds the support for 
`scala.collection.immutable.Map`, with a very specific way: we can't extend it 
to support `scala.collection.mutable.Map` or `List`.
    
    I think we need a general solution to support custom collection type.


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