diff --git a/python-rsa.spec b/python-rsa.spec
index f5aaf68..dcd2b70 100644
--- a/python-rsa.spec
+++ b/python-rsa.spec
@@ -14,63 +14,22 @@ BuildRequires:  python2-devel
 BuildRequires:  python-setuptools
 BuildRequires:  python-pyasn1
 BuildRequires:  python-unittest2
-%if 0%{?with_python3}
-BuildRequires:  python3-devel
-BuildRequires:  python3-setuptools
-BuildRequires:  python3-pyasn1
-BuildRequires:  python3-nose
-%endif # if with_python3
 
 %description
 Pure-Python RSA implementation
 
-%if 0%{?with_python3}
-%package -n python3-rsa
-Summary:        Pure-Python RSA implementation
-Group:          Development/Library
-
-%description -n python3-rsa
-Pure-Python RSA implementation
-%endif # with_python3
-
 %prep
 %setup -q -n %{pkgname}-%{version}
 rm -rf %{pkgname}-*.egg-info
 
-%if 0%{?with_python3}
-rm -rf %{py3dir}
-cp -a . %{py3dir}
-find %{py3dir} -name '*.py' | xargs sed -i '1s|^#!python|#!%{__python3}|'
-%endif # with_python3
-
-find -name '*.py' | xargs sed -i '1s|^#!python|#!%{__python}|'
-
 %build
 %{__python} setup.py build
 
-%if 0%{?with_python3}
-pushd %{py3dir}
-%{__python3} setup.py build
-popd
-%endif # with_python3
-
 %install
-%if 0%{?with_python3}
-pushd %{py3dir}
-%{__python3} setup.py install --skip-build --root %{buildroot}
-popd
-%endif # with_python3
-
 %{__python} setup.py install -O1 --skip-build --root %{buildroot}
 
 %check
-%{__python} run_tests.py
-
-%if 0%{?with_python3}
-pushd %{py3dir}
-%{__python3} setup.py test
-popd
-%endif # with_python3
+%{__python} setup.py test
 
 %files
 %doc LICENSE
@@ -78,17 +37,9 @@ popd
 %{python_sitelib}/rsa
 %{python_sitelib}/rsa-*.egg-info
 
-%if 0%{?with_python3}
-%files -n python3-rsa
-%defattr(-,root,root,-)
-%doc LICENSE
-%{python3_sitelib}/rsa
-%{python3_sitelib}/rsa-*.egg-info
-%endif # with_python3
-
 %changelog
 * Mon Aug 05 2013 Yohan Graterol <yohangraterol92@gmail.com> - 3.1.1-4
-- Add support to Python3
+- Fix build in F20
 * Sun Aug 04 2013 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.1.1-3
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_20_Mass_Rebuild