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It’s possible to build this around protobuf. Google has a rich internal protobuf ecosystem that does this and supports querying large amounts of protobuf data without specifying schemas. They are only selectively open sourced. Have a look at riegeli if you are interested.

https://github.com/google/riegeli



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