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How To Use a FastAPI Abstraction To Query AWS Data Lake is a basic MVP for data discovery service. It allows querying schemas, tables, columns, column comments, and other data. By building a REST-ful service, you are providing a programming-language agnostic interface for everyone. You can extend the functionality to include real-time data streams, unstructured data, as well as to allow querying access logs to identify which data is used most frequently and by which users.