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link: http://blog.docker.io/2014/03/docker-will-be-in-openstack-icehouse/. And the best way to use is via heat. The preferred mechanism orchestrating Docker in OpenStack is via Heat, rather than treating Docker as a form of hypervisor in OpenStack, so the docker driver is deprecated and heat templates will help to create VM instances with docker containers running in them.

You need to manually download and configure it, because docker compute driver does not currently have CI running against it. Also see below link: http://blog.docker.io/2014/03/docker-will-be-in-openstack-icehouse/. And the best way to use is via heat. The preferred mechanism orchestrating Docker in OpenStack is via Heat, rather than treating Docker as a form of hypervisor in OpenStack, so the docker driver is deprecated and heat templates will help to create VM instances with docker containers running in them.