Schema datatype alignment across ibis backends

[liviabedwell-8451]

Prework

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Question

What would you like to know?

• Is there a way or could you implement a way to align datatypes across ibis backends?
• I am working on a project that uses ibis to connect to DuckDB while working locally and Spark while working in DataBricks. There are differences in capitalization and differences for array types (List(String) vs array<string>) depending on the backend even though the data is the same. Consistency of datatypes across backends would simplify the validation process when using ibis with pointblank.