diff --git a/docker/ceilometer/ceilometer-base/Dockerfile.j2 b/docker/ceilometer/ceilometer-base/Dockerfile.j2
index dd466fac36..f3cd52afb7 100644
--- a/docker/ceilometer/ceilometer-base/Dockerfile.j2
+++ b/docker/ceilometer/ceilometer-base/Dockerfile.j2
@@ -6,6 +6,8 @@ MAINTAINER {{ maintainer }}
 
 RUN yum -y install \
         openstack-ceilometer-common \
+        python-tooz \
+        python-olso-db \
     && yum clean all
 
     {% elif base_distro in ['ubuntu'] %}