diff --git a/Makefile b/Makefile
--- a/Makefile
+++ b/Makefile
@@ -275,13 +275,13 @@
 
 centos6:
 	mkdir -p packages/centos6
-	contrib/buildrpm
+	contrib/buildrpm --withpython
 	cp rpmbuild/RPMS/*/* packages/centos6
 	cp rpmbuild/SRPMS/* packages/centos6
 
 docker-centos6:
 	mkdir -p packages/centos6
-	contrib/dockerrpm centos6
+	contrib/dockerrpm centos6 --withpython
 
 centos7:
 	mkdir -p packages/centos7
diff --git a/contrib/docker/centos6 b/contrib/docker/centos6
--- a/contrib/docker/centos6
+++ b/contrib/docker/centos6
@@ -7,3 +7,5 @@
 RUN yum install -y tar
 # For creating repo meta data
 RUN yum install -y createrepo
+# For python
+RUN yum install -y readline-devel openssl-devel ncurses-devel zlib-devel bzip2-devel