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    What are common use cases - beside machine learning - that need loading SQL data in memory?

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      I suspect there’s a whole lot of business processes that do this: generating reports, loading data into another system, etc..

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        Why not relying on SQL queries? Why would we prefer to fetch the rows and query inside the application?