diff --git a/python-virtualenvwrapper.spec b/python-virtualenvwrapper.spec
index c7589a1..465b971 100644
--- a/python-virtualenvwrapper.spec
+++ b/python-virtualenvwrapper.spec
@@ -1,9 +1,15 @@
 %global modname virtualenvwrapper
+%global desc virtualenvwrapper is a set of extensions to Ian Bicking's \
+`virtualenv <http://pypi.python.org/pypi/virtualenv>`_ tool.  The extensions \
+include wrappers for creating and deleting virtual environments and otherwise \
+managing your development workflow, making it easier to work on more than \
+one project at a time without introducing conflicts in their dependencies.
+%global sum Enhancements to virtualenv
 
-Name:             python-virtualenvwrapper
+Name:             python-%{modname}
 Version:          4.7.1
-Release:          4%{?dist}
-Summary:          Enhancements to virtualenv
+Release:          5%{?dist}
+Summary:          %{sum}
 
 Group:            Development/Languages
 License:          MIT
@@ -12,41 +18,60 @@ Source0:          http://pypi.python.org/packages/source/v/%{modname}/%{modname}
 
 BuildArch:        noarch
 
+BuildRequires:      python2-devel
+BuildRequires:      python2-setuptools
+BuildRequires:      python2-virtualenv
+BuildRequires:      python2-virtualenv-clone
+BuildRequires:      python2-stevedore
+BuildRequires:      python2-pbr
 
-BuildRequires:      python-devel
-BuildRequires:      python-setuptools
-BuildRequires:      python-virtualenv
-BuildRequires:      python-virtualenv-clone
-BuildRequires:      python-stevedore
-BuildRequires:      python-pbr
-
+BuildRequires:      python3-devel
+BuildRequires:      python3-setuptools
+BuildRequires:      python3-virtualenv
+BuildRequires:      python3-virtualenv-clone
+BuildRequires:      python3-stevedore
+BuildRequires:      python3-pbr
 
 ## Just for tests
 #BuildRequires:      python-tox
 #BuildRequires:      ksh
 #BuildRequires:      zsh
 
-Requires:           python-virtualenv
-Requires:           python-virtualenv-clone
-Requires:           python-stevedore
+%description
+%{desc}
 
-Requires:           which
+%package -n python2-%{modname}
+Summary:            %{sum}
+Requires:           python2-virtualenv
+Requires:           python2-virtualenv-clone
+Requires:           python2-stevedore
+%{?python_provide:%python_provide python2-%{modname}}
 
-%description
-virtualenvwrapper is a set of extensions to Ian Bicking's `virtualenv
-<http://pypi.python.org/pypi/virtualenv>`_ tool.  The extensions include
-wrappers for creating and deleting virtual environments and otherwise
-managing your development workflow, making it easier to work on more than
-one project at a time without introducing conflicts in their dependencies.
+%description -n python2-%{modname}
+%{desc}
+
+
+%package -n python3-%{modname}
+Summary:            %{sum}
+Requires:           python3-virtualenv
+Requires:           python3-virtualenv-clone
+Requires:           python3-stevedore
+%{?python_provide:%python_provide python3-%{modname}}
+
+%description -n python3-%{modname}
+%{desc}
 
 %prep
 %setup -q -n %{modname}-%{version}
+rm -rf %{modname}.egg-info
 
 %build
-%{__python} setup.py build 
+%py2_build
+%py3_build
 
 %install
-%{__python} setup.py install -O1 --skip-build --root %{buildroot}
+%py2_install
+%py3_install
 
 %{__mkdir_p} %{buildroot}/%{_sysconfdir}/profile.d/
 ln -s %{_bindir}/virtualenvwrapper_lazy.sh %{buildroot}/%{_sysconfdir}/profile.d/virtualenvwrapper.sh
@@ -55,15 +80,26 @@ ln -s %{_bindir}/virtualenvwrapper_lazy.sh %{buildroot}/%{_sysconfdir}/profile.d
 # Tests won't fly in koji since they try to install stuff from pypi
 #tox -e py27
 
-%files
+%files -n python2-%{modname}
 %doc PKG-INFO docs
-%{python_sitelib}/%{modname}
-%{python_sitelib}/%{modname}-%{version}*
+%{python2_sitelib}/%{modname}
+%{python2_sitelib}/%{modname}-%{version}*
+%{_bindir}/virtualenvwrapper.sh
+%{_bindir}/virtualenvwrapper_lazy.sh
+%config(noreplace) %{_sysconfdir}/profile.d/virtualenvwrapper.sh
+
+%files -n python3-%{modname}
+%doc PKG-INFO docs
+%{python3_sitelib}/%{modname}
+%{python3_sitelib}/%{modname}-%{version}*
 %{_bindir}/virtualenvwrapper.sh
 %{_bindir}/virtualenvwrapper_lazy.sh
 %config(noreplace) %{_sysconfdir}/profile.d/virtualenvwrapper.sh
 
 %changelog
+* Mon Jul 25 2016 Lumir Balhar <lbalhar@redhat.com> - 4.7.1-5
+- Python2/3 subpackages
+
 * Tue Jul 19 2016 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 4.7.1-4
 - https://fedoraproject.org/wiki/Changes/Automatic_Provides_for_Python_RPM_Packages