diff --git a/README.rst b/README.rst
index 3f227a7..ec86d10 100644
--- a/README.rst
+++ b/README.rst
@@ -79,7 +79,8 @@ To stop the containers, run the following ::
 
 More information about docker-compose cli see https://docs.docker.com/compose/reference/.
 
-* Running the unit-tests
+Running the unit-tests
+**********************
 
 To run the unit-tests, there is container available with all the dependencies needed.
 
@@ -91,6 +92,11 @@ Once the container is built, you can run the tests as follow ::
 
     $ docker run -it --rm -v `pwd`:/code:z --workdir /code pagure-test ./runtests.sh
 
+You can also run the tests using a centos container, to do so ::
+
+    $ docker build -t pagure-test-centos -f dev/docker/test_environment_centos7 dev/docker
+    $ docker run -it --rm -v `pwd`:/code:z --workdir /code pagure-test-centos ./runtest.sh
+
 
 Manually
 ^^^^^^^^
diff --git a/dev/docker/test_environment_centos7 b/dev/docker/test_environment_centos7
new file mode 100644
index 0000000..c5d34f2
--- /dev/null
+++ b/dev/docker/test_environment_centos7
@@ -0,0 +1,16 @@
+FROM   centos:7
+
+RUN    yum -y install epel-release pip
+
+RUN    yum install -y python-alembic python-arrow python-binaryornot\
+        python-bleach python-blinker python-chardet python-cryptography\
+        python-docutils python-enum34 python-flask python2-fedora-flask\
+        python-flask-wtf python-flask-multistatic py-bcrypt python-jinja2\
+        python-markdown python-munch python-openid-cla python-openid-teams\
+        python-psutil python-pygit2 python-pygments python2-pillow\
+        python-sqlalchemy python-straight-plugin python-wtforms python-nose\
+        python-coverage python-mock python-mock python-eventlet python2-flask-oidc\
+        python-nose python-flake8 python-pip sudo tmux redis vim git &&\
+        pip install celery redis trollius
+
+ENV    LC_ALL=C.UTF-8 LANG=C.UTF-8