diff --git a/docker/openstack-base/Dockerfile.j2 b/docker/openstack-base/Dockerfile.j2
index 1d8c287d0b..d4d5a9573f 100644
--- a/docker/openstack-base/Dockerfile.j2
+++ b/docker/openstack-base/Dockerfile.j2
@@ -15,26 +15,142 @@ RUN yum -y install \
 # TODO(Allen) Remove python-dogpile-cache after the requirement of
 # python-ironicclient is fixed.
 RUN yum -y install \
+        avahi-libs \
+        cups-libs \
+        fontconfig \
+        fontpackages-filesystem \
+        freetype \
+        initscripts \
+        libjpeg-turbo \
+        libpng \
+        libtomcrypt \
+        libtommath \
+        libX11 \
+        libX11-common \
+        libXau \
+        libxcb \
+        libXext \
+        libXi \
+        libxslt \
+        libyaml \
+        MySQL-python \
+        Percona-Server-shared-56 \
+        pyOpenSSL \
+        pyparsing \
+        python2-cffi \
+        python2-crypto \
+        python2-cryptography \
+        python2-debtcollector \
+        python2-eventlet \
+        python2-fasteners \
+        python2-funcsigs \
+        python2-futurist \
+        python2-greenlet \
+        python2-iso8601 \
+        python2-msgpack \
+        python2-oslo-concurrency \
+        python2-oslo-config \
+        python2-oslo-context \
+        python2-oslo-db \
+        python2-oslo-i18n \
+        python2-oslo-log \
+        python2-oslo-messaging \
+        python2-oslo-middleware \
+        python2-oslo-policy \
+        python2-oslo-serialization \
+        python2-oslo-service \
+        python2-oslo-utils \
+        python2-pika \
+        python2-pika_pool \
+        python2-positional \
+        python2-pyasn1 \
+        python2-PyMySQL \
+        python-alembic \
+        python-amqp \
+        python-anyjson \
         python-barbicanclient \
+        python-beaker \
+        python-cachetools \
         python-ceilometerclient \
+        python-cliff \
+        python-cmd2 \
         python-congressclient \
+        python-contextlib2 \
+        python-dateutil \
+        python-decorator \
         python-designateclient \
-        python-heatclient \
         python-dogpile-cache \
+        python-editor \
+        python-enum34 \
+        python-extras \
+        python-fixtures \
+        python-futures \
+        python-glanceclient \
+        python-heatclient \
+        python-httplib2 \
+        python-idna \
+        python-inotify \
+        python-ipaddress \
         python-ironicclient \
+        python-jsonpatch \
+        python-jsonpointer \
+        python-jsonschema \
+        python-keyring \
+        python-keystoneauth1 \
+        python-keystoneclient \
+        python-keystonemiddleware \
+        python-kombu \
+        python-linecache2 \
+        python-lxml \
         python-magnumclient \
+        python-mako \
         python-manilaclient \
+        python-memcached \
+        python-migrate \
+        python-mimeparse \
         python-mistralclient \
+        python-monotonic \
         python-muranoclient \
-        python-PyMySQL \
+        python-netaddr \
+        python-netifaces \
+        python-neutronclient \
+        python-novaclient \
+        python-openstackclient \
+        python-paste \
+        python-paste-deploy \
+        python-pbr \
         python-pip \
+        python-ply \
+        python-posix_ipc \
+        python-prettytable \
+        python-pycparser \
+        python-PyMySQL \
+        python-repoze-lru \
+        python-requests \
+        python-retrying \
+        python-routes \
         python-saharaclient \
+        python-simplejson \
+        python-sqlalchemy \
+        python-sqlparse \
+        python-stevedore \
         python-swiftclient \
+        python-tempita \
+        python-testtools \
+        python-traceback2 \
         python-troveclient \
         python-tuskarclient \
+        python-unicodecsv \
+        python-unittest2 \
+        python-urllib3 \
+        python-warlock \
+        python-webob \
+        python-wrapt \
         python-zaqarclient \
-        python-openstackclient \
-        python-keystoneauth1 \
+        PyYAML \
+        systemd-sysv \
+        sysvinit-tools \
+        tcp_wrappers-libs \
     && yum clean all
 
     {% elif base_distro in ['ubuntu'] %}