Follow-up to ARROW-9749. **Reporter**: [David Li](https://issues.apache.org/jira/browse/ARROW-11972) / @lidavidm **Assignee**: [David Li](https://issues.apache.org/jira/browse/ARROW-11972) / @lidavidm #### Related issues: - [[C++][Dataset] Extract format-specific scan options from FileFormat](https://github.com/apache/arrow/issues/25801) (relates to) #### PRs and other links: - [GitHub Pull Request #9790](https://github.com/apache/arrow/pull/9790) <sub>**Note**: *This issue was originally created as [ARROW-11972](https://issues.apache.org/jira/browse/ARROW-11972). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*</sub>