There is not automated solution right now. You have to issue manual ALTER
TABLE commands, which works for adding top-level columns but gets tricky if
you are adding a field in a deeply nested struct.

Hopefully, the issue will be fixed in 2.2 because work has started on
https://issues.apache.org/jira/browse/SPARK-18727



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