enhance: Implementing SQL toolkit PR3567

[Wendong-Fan]

Description

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✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch sql-toolkit_wd

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[HxyScotthuang]

Thanks @Wendong-Fan! This looks good to me. I will approve the change and start experimenting on using this toolkit. I would suggest still keeping the issue open in case other database system (e.g., mysql, postgres) needs to be implemented.