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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.
to_numpy()
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.
The text was updated successfully, but these errors were encountered:
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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.
The text was updated successfully, but these errors were encountered: