diff --git a/python-virtualenv.spec b/python-virtualenv.spec
index 4355abb..0e10ce4 100644
--- a/python-virtualenv.spec
+++ b/python-virtualenv.spec
@@ -2,13 +2,13 @@
 %{!?__python2: %global __python2 /usr/bin/python2}
 %{!?python2_sitelib: %global python2_sitelib %(%{__python2} -c "from distutils.sysconfig import get_python_lib; print get_python_lib()")}
 %{!?python2_version: %global python2_version %(%{__python2} -c "import sys; sys.stdout.write(sys.version[:3])")}
-%if 0%{?fedora}
+%if 0%{?fedora} || 0%{?rhel} > 7
 %global with_python3 1
 %endif
 
 Name:           python-virtualenv
 Version:        15.1.0
-Release:        2%{?dist}
+Release:        3%{?dist}
 Summary:        Tool to create isolated Python environments
 
 Group:          Development/Languages
@@ -24,17 +24,10 @@ Patch0: check-exec_dir.patch
 BuildArch:      noarch
 BuildRequires:  python2-devel
 
-%if 0%{?fedora}
-BuildRequires:  python-sphinx
-%endif
-
 %if 0%{?with_python3}
+BuildRequires:  python-sphinx
 BuildRequires:  python3-devel
-
-%if 0%{?fedora}
 BuildRequires:  python3-sphinx
-%endif
-
 %endif # with_python3
 
 %description
@@ -58,15 +51,13 @@ written by Ian Bicking, and sponsored by the Open Planning Project. It is
 licensed under an MIT-style permissive license
 
 
-%if 0%{?fedora}
+%if 0%{?with_python3}
 %package -n     python-virtualenv-doc
 Summary:        Documentation for python virtualenv
 
 %description -n python-virtualenv-doc
 Documentation for python virtualenv.
-%endif
 
-%if 0%{?with_python3}
 %package -n     python3-virtualenv
 Summary:        Tool to create isolated Python environments
 
@@ -93,19 +84,15 @@ licensed under an MIT-style permissive license
 %{py2_build}
 
 # Build docs on Fedora
-%if 0%{?fedora}
+%if 0%{?with_python3}
 %{__python2} setup.py build_sphinx
 rm -f build/sphinx/html/.buildinfo
-%endif
 
-%if 0%{?with_python3}
 %{py3_build}
 
 # Build docs on Fedora
-%if 0%{?fedora}
 %{__python3} setup.py build_sphinx
 rm -f build/sphinx/html/.buildinfo
-%endif
 %endif # with_python3
 
 %install
@@ -132,13 +119,11 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 %{_bindir}/virtualenv-2
 %{_bindir}/virtualenv-%{python2_version}
 
-%if 0%{?fedora}
+%if 0%{?with_python3}
 # Include sphinx docs on Fedora
 %files -n python-virtualenv-doc
 %doc build/sphinx/*
-%endif
 
-%if 0%{?with_python3}
 %files -n python3-virtualenv
 %license LICENSE.txt
 %doc docs/*rst PKG-INFO AUTHORS.txt
@@ -154,6 +139,9 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 
 
 %changelog
+* Fri Sep 29 2017 Troy Dawson <tdawson@redhat.com> - 15.1.0-3
+- Cleanup spec file conditionals
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 15.1.0-2
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild