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I am trying to install Oracle database software in RHEL7 Docker container. Is such configuration supported? I do not find any useful guide to do same.

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It's possible, but as RDBMS is not yet tested or certified with Docker, there are no official resources available yet. Also, it's unlikely that you'd get full support for RDBMS within a container (either Docker or generic LXC) at this stage either. This guide should work: http://blog.grid-it.nl/index.php/2014/05/16/installing-oracle-xe-in-a-docker-image/

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