Split from ARROW-6942. **Reporter**: [Micah Kornfield](https://issues.apache.org/jira/browse/ARROW-7055) / @emkornfield <sub>**Note**: *This issue was originally created as [ARROW-7055](https://issues.apache.org/jira/browse/ARROW-7055). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*</sub>