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Question

app-db contains a map. How do I store normalised data in a map, bettering mirroring the structure in my server-side database?

Answer

These libraries might be interesting to you:

See also this comment.

If you want to go whole hog and ditch app-db and embrace DataScript, then you might find re-posh interesting.