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On OpenVZ, I can edit /etc/network/interfaces for each CT and can assign a static IP, for one example. Can I not do that for Docker? Sorry if this is naive, I don't know much of anything about Docker.

no, for many reasons:

You should have no way to login to the docker container

Dockers networking does not allow that for that IP to be visable.

Ok, thank you for clearing that up for me.

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