The backend will be switched to the package, sql_to_ibis, a different package that I wrote that interfaces with Ibis, a package using set expressions with various backends. This will remove a couple features that are currently present, which will be re added in the future when they are added to ibis's pandas backend, such as support for rank. However, overall the switch will make this package much more robust and reliable