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> the rise of object store + ephemeral compute

Question, does Datafusion itself integrate with Arrow's Plasma object store? Or is it more agnostic?

There is no support for Plasma. There is a TableProvider API for custom file formats and there is built-in support for CSV, Parquet, and JSON.