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> common of a problem to have to ship code that has to work with different database

when you are not writing a SaaS, but shipping a piece of software for a customer to run on their own server, it's a very common use case to support different database vendors - especially in enterprise software.

Generally the database to use is dictated by the software, that or it will support one or two, not any database.

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