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How do you deal with for example with this:

New column C

C = A + B

Drop A, B

If I just specify the desired state I get data loss...

Good migration systems like Django's will have escape hatches.

Yes but then it's no longer declarative, is it?

I don't mind.

Is absolute purity a requirement?