Github user koertkuipers commented on the issue: https://github.com/apache/spark/pull/17660 @cloud-fan switching to lazy vals to avoid these predicates being evaluated when they are not used seems to work. so i think this is a better (more targeted) solution for now, and i removed my try/catch logic.
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