diff --git a/docker/glance/glance-base/Dockerfile.j2 b/docker/glance/glance-base/Dockerfile.j2
index 27bce2033e..8a1162561d 100644
--- a/docker/glance/glance-base/Dockerfile.j2
+++ b/docker/glance/glance-base/Dockerfile.j2
@@ -12,11 +12,14 @@ MAINTAINER {{ maintainer }}
         {% set glance_base_packages = [
             'openstack-glance',
             'python-rbd',
+            'python-oslo-vmware',
             'python-rados'
         ] %}
     {% elif base_distro in ['ubuntu'] %}
         {% set glance_base_packages = [
             'glance',
+            'python-os-brick',
+            'python-oslo.vmware',
             'python-rbd',
             'python-rados'
         ] %}
@@ -34,7 +37,7 @@ MAINTAINER {{ maintainer }}
 
 ADD glance-base-archive /glance-base-source
 RUN ln -s glance-base-source/* glance \
-    && /var/lib/kolla/venv/bin/pip --no-cache-dir install --upgrade -c requirements/upper-constraints.txt /glance[cinder] \
+    && /var/lib/kolla/venv/bin/pip --no-cache-dir install --upgrade -c requirements/upper-constraints.txt /glance glance_store[cinder,vmware,swift] \
     && mkdir -p /etc/glance \
     && cp -r /glance/etc/* /etc/glance/ \
     && chown -R glance: /etc/glance