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Is your feature request related to a problem or challenge?
In #1764, the datafusion engine create_catalog is hard coded to be creating memory catalog. This limits the catalog used for the testing and does not work for scenarios with multiple engines using the same catalog.
Describe the solution you'd like
Define a [catalog] table in schedule file. Parse the catalog table in schedule and pass the catalog created to the engine.