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Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build )
Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)
In both cases I suggest checkout stable/kilo branch before driver build. Required Fedora Rawhide upgrades described in links posted.

Whichever OS (F21 or CentOS 7.1) you are running , both require  upgrades of  some python modules via Fedora Rawhide  ( to match Ubuntu's versions needed for correct driver build ) 
)

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades
upgrades    described in links posted.

posted.

UPDATE 05/20/2015
RDO Kilo installed on Fedora 22 allows to buld Nova-Docker driver as follows:-

 # dnf -y update
 # dnf -y install git docker-io 
 # chmod 666 /var/run/docker.sock
 # dnf - y install gcc python-devel
 # git clone http://github.com/stackforge/nova-docker.git
 # cd nova-docker
 # git checkout -b kilo origin/stable/kilo
 # python setup.py install
 # systemctl start docker
 # systemctl enable docker
 # chmod 666  /var/run/docker.sock
 # mkdir /etc/nova/rootwrap.d

Regarding RDO Kilo setup on F22 view: http://bderzhavets.blogspot.com/2015/05/rdo-kilo-set-up-for-three-vm-nodes.html
END UPDATE

Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build ) )

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades    described in links posted.

UPDATE 05/20/201505/30/2015
RDO Kilo installed on Fedora 22 allows to buld Nova-Docker driver as follows:-

 # dnf -y update
 # dnf -y install git docker-io 
 # chmod 666 /var/run/docker.sock
 # dnf - y install gcc python-devel
 # git clone http://github.com/stackforge/nova-docker.git
 # cd nova-docker
 # git checkout -b kilo origin/stable/kilo
 # python setup.py install
 # systemctl start docker
 # systemctl enable docker
 # chmod 666  /var/run/docker.sock
 # mkdir /etc/nova/rootwrap.d

Regarding RDO Kilo setup on F22 view: http://bderzhavets.blogspot.com/2015/05/rdo-kilo-set-up-for-three-vm-nodes.html
END UPDATE

Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build )

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades    described in links posted.

UPDATE 05/30/2015
RDO Kilo installed on Fedora 22 allows to buld Nova-Docker driver as follows:-

 # dnf -y update
 # dnf -y install git docker-io 
 # chmod 666 /var/run/docker.sock
 # dnf - y install gcc python-devel
 # git clone http://github.com/stackforge/nova-docker.git
 # cd nova-docker
 # git checkout -b kilo origin/stable/kilo
 # python setup.py install
 # systemctl start docker
 # systemctl enable docker
 # chmod 666  /var/run/docker.sock
 # mkdir /etc/nova/rootwrap.d

Regarding RDO Kilo setup on F22 view: http://bderzhavets.blogspot.com/2015/05/rdo-kilo-set-up-for-three-vm-nodes.html
END UPDATE

Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build )

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades    described in links posted.

UPDATE 05/30/2015
RDO Kilo installed on Fedora 22 allows to buld build Nova-Docker driver as follows:-

 # dnf -y update
 # dnf -y install git docker-io 
 # dnf - y install gcc python-devel
 # git clone http://github.com/stackforge/nova-docker.git
 # cd nova-docker
 # git checkout -b kilo origin/stable/kilo
 # python setup.py install
 # systemctl start docker
 # systemctl enable docker
 # chmod 666  /var/run/docker.sock
 # mkdir /etc/nova/rootwrap.d

Regarding RDO Kilo setup on F22 view: http://bderzhavets.blogspot.com/2015/05/rdo-kilo-set-up-for-three-vm-nodes.html
END UPDATE

Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build )

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades    described in links posted.

UPDATE 05/30/2015
RDO Kilo installed on Fedora 22 allows to build Nova-Docker driver as follows:-

 # dnf -y update
 # dnf -y install git docker-io 
 # dnf - y -y install gcc python-devel
 # git clone http://github.com/stackforge/nova-docker.git
 # cd nova-docker
 # git checkout -b kilo origin/stable/kilo
 # python setup.py install
 # systemctl start docker
 # systemctl enable docker
 # chmod 666  /var/run/docker.sock
 # mkdir /etc/nova/rootwrap.d

Regarding RDO Kilo setup on F22 view: http://bderzhavets.blogspot.com/2015/05/rdo-kilo-set-up-for-three-vm-nodes.html
END UPDATE

Whichever OS (F21 or CentOS 7.1) you are running , both require upgrades of some python modules via Fedora Rawhide ( to match Ubuntu's versions needed for correct driver build )

Detailed instructions here :-
http://bderzhavets.blogspot.com/2015/05/setup-nova-dcker-driver-with-rdo-kilo.html (F21)
http://bderzhavets.blogspot.com/2015/05/running-nova-docker-on-openstack-rdo.html (CentOS 7.1)

 In both cases I suggest checkout stable/kilo branch before driver build. Required  Fedora Rawhide upgrades    described in links posted.