Github user maropu commented on the issue: https://github.com/apache/spark/pull/13847 Thx, good direction. The current master doesn't throw any exception in an analyzer when map-typed data are passed into `collect_set`/`collect_list`. Probably, should we check the case in there? https://github.com/apache/spark/pull/13802/files#diff-4b06b5fe0cedf425de14469d1356d6ecR474
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