Based on your request and questions, I see that this code path, as supported by the Python DB API driver and the SQLAlchemy dialect for example, with corresponding support for pandas/Dask, as outlined above, does not support async styles yet. Nevertheless, it is still the most efficient way to run high-performance ingests into CrateDB, and supports parallel operations well.