Ibis provides a standard way to write analytics code, that then can be run in multiple engines.

Full coverage of SQL features: You can code in Ibis anything you can implement in a SQL SELECT
Transparent to SQL implementation differences: Write standard code that translate to any SQL syntax
High performance execution: Execute at the speed of your backend, not your local computer
Integration with community data formats and tools (e.g. pandas, Parquet, Avro…)</blockqu…