diff --git a/python-openstackclient.spec b/python-openstackclient.spec
index 858d4b8..c2d6a17 100644
--- a/python-openstackclient.spec
+++ b/python-openstackclient.spec
@@ -1,6 +1,6 @@
 Name:             python-openstackclient
 Version:          0.2.2
-Release:          2%{?dist}
+Release:          3%{?dist}
 Summary:          OpenStack Command-line Client
 
 Group:            Development/Languages
@@ -14,7 +14,7 @@ BuildRequires:    python2-devel
 BuildRequires:    python-setuptools
 BuildRequires:    python-pbr
 BuildRequires:    python-d2to1
-BuildRequires:    python-sphinx
+BuildRequires:    python-sphinx10
 
 Requires:         python-pbr
 Requires:         python-cliff
@@ -34,7 +34,7 @@ actual REST API client actions.
 Summary:          Documentation for OpenStack Nova API Client
 Group:            Documentation
 
-BuildRequires:    python-sphinx
+BuildRequires:    python-sphinx10
 
 Requires:         %{name} = %{version}-%{release}
 
@@ -56,17 +56,17 @@ rm -rf python_openstackclient.egg-info
 rm -rf requirements.txt test-requirements.txt
 
 %build
-%{__python2} setup.py build
+%{__python} setup.py build
 
 %install
-%{__python2} setup.py install -O1 --skip-build --root %{buildroot}
+%{__python} setup.py install -O1 --skip-build --root %{buildroot}
 
 # Delete tests
 rm -fr %{buildroot}%{python_sitelib}/openstackclient/tests
 
 export PYTHONPATH="$( pwd ):$PYTHONPATH"
-sphinx-build -b html doc/source html
-sphinx-build -b man doc/source man
+sphinx-1.0-build -b html doc/source html
+sphinx-1.0-build -b man doc/source man
 
 install -p -D -m 644 man/openstack.1 %{buildroot}%{_mandir}/man1/openstack.1
 
@@ -84,6 +84,11 @@ rm -fr html/.doctrees html/.buildinfo
 %doc html
 
 %changelog
+* Thu Nov 21 2013 Jakub Ruzicka <jruzicka@redhat.com> 0.2.2-3
+- EL6 specific changes
+- Use python-sphinx10 package
+- Don't use %{_python2} macro
+
 * Tue Nov 19 2013 Jakub Ruzicka <jruzicka@redhat.com> 0.2.2-2
 - doc subpackage now requires main package
 - Use %{__python2} macro instead of %{__python}