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When running Kubernetes against an installation of DevStack which deploys the Cinder service at a path rather than a port (ex: http://foo.bar/volume rather than http://foo.bar:xxx), the version detection fails. It is better to use the OpenStack service catalog. OTOH, when initialize cinder client, kubernetes will check the endpoint from the OpenStack service catalog, so we can do this version detection by it.