Github user HyukjinKwon commented on the issue: https://github.com/apache/spark/pull/15035 Shouldn't we change the reading path for Parquet rather than changing the target row to avoid per-record type dispatch? Also, it seems a Parquet specific issue but I wonder making changes in row is a good approach. I remember my PR to support upcasting in schema for Parquet, https://github.com/apache/spark/pull/14215 which I decided to close for a better approach. I haven't taken a look so closely but I will and leave some comments.
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