Github user logannc commented on the issue: https://github.com/apache/spark/pull/18945 I've continued to use @HyukjinKwon 's suggestion because it should be more performant and is capable of handling it without loss of precision. I believe I've addressed your concerns by only changing the type when we encounter a null (duh).
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