feat: support direct numpy output #56
Description
The current to_numpy() in ibisml is based on a pandas dataframe: Convert ibis table to pandas dataframe, then to numpy. It is not efficient.
Some backend, like duckdb, could directly convert query result to a numpy array.
Had some initial discussion in ibis triage, we decided to hold off until we encounter a specific use case before proceeding further.