diff --git a/python-virtualenv.spec b/python-virtualenv.spec
index c91a413..ccf91cb 100644
--- a/python-virtualenv.spec
+++ b/python-virtualenv.spec
@@ -1,11 +1,3 @@
-# sitelib for noarch packages
-%{!?__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} || 0%{?rhel} > 7
-%global with_python3 1
-%endif
-
 Name:           python-virtualenv
 Version:        16.0.0
 Release:        5%{?dist}
@@ -35,11 +27,8 @@ BuildArch:      noarch
 BuildRequires:  git-core
 BuildRequires:  python2-devel
 
-%if 0%{?with_python3}
-BuildRequires:  python2-sphinx
 BuildRequires:  python3-devel
 BuildRequires:  python3-sphinx
-%endif # with_python3
 
 # RPM installed wheels
 BuildRequires:  python-pip-wheel
@@ -90,13 +79,6 @@ wheel that are required for virtualenv to create Python 2.6 virtual
 environments.
 
 
-%if 0%{?with_python3}
-%package -n     python-virtualenv-doc
-Summary:        Documentation for python virtualenv
-
-%description -n python-virtualenv-doc
-Documentation for python virtualenv.
-
 %package -n     python3-virtualenv
 Summary:        Tool to create isolated Python environments
 
@@ -105,6 +87,12 @@ Requires:       python3-devel
 Requires:       (python3-virtualenv-python26 = %{version}-%{release} if python26)
 %{?python_provide:%python_provide python3-virtualenv}
 
+# /usr/bin/virtualenv was moved (remove in F31)
+Conflicts:      python2-virtualenv < 16.0.0-5
+
+# Provide "virtualenv" for convenience
+Provides:       virtualenv = %{version}-%{release}
+
 # RPM installed wheels
 Requires:       python-pip-wheel
 Requires:       python-setuptools-wheel
@@ -115,7 +103,6 @@ virtualenv is a tool to create isolated Python environments. virtualenv
 is a successor to workingenv, and an extension of virtual-python. It is
 written by Ian Bicking, and sponsored by the Open Planning Project. It is
 licensed under an MIT-style permissive license
-%endif # with_python3
 
 
 %package -n     python3-virtualenv-python26
@@ -134,6 +121,14 @@ This package contains wheels of older versions of argparse, pip, setuptools and
 wheel that are required for virtualenv to create Python 2.6 virtual
 environments.
 
+
+%package -n     python-virtualenv-doc
+Summary:        Documentation for python virtualenv
+
+%description -n python-virtualenv-doc
+Documentation for python virtualenv.
+
+
 %prep
 %autosetup -p1 -S git -n virtualenv-%{version}
 %{__sed} -i -e "1s|#!/usr/bin/env python||" virtualenv.py 
@@ -151,33 +146,19 @@ test $(ls virtualenv_support/*.whl -1 | wc -l) -eq 4
 %build
 # Build code
 %{py2_build}
-
-# Build docs on Fedora
-%if 0%{?with_python3}
-%{__python2} setup.py build_sphinx
-rm -f build/sphinx/html/.buildinfo
-
 %{py3_build}
 
-# Build docs on Fedora
+# Build docs
 %{__python3} setup.py build_sphinx
 rm -f build/sphinx/html/.buildinfo
-%endif # with_python3
 
 %install
-%if 0%{?with_python3}
+# As https://bugzilla.redhat.com/show_bug.cgi?id=1599422 we ship binaries in py3
+%{py2_install}
+rm %{buildroot}/%{_bindir}/virtualenv
+
 %{py3_install}
-# rename binaries to use python3
-mv %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/py3-virtualenv
-# The versioned 3.x script was removed from upstream. Add it back.
-cp %{buildroot}/%{_bindir}/py3-virtualenv %{buildroot}/%{_bindir}/virtualenv-%{python3_version}
-cp %{buildroot}/%{_bindir}/py3-virtualenv %{buildroot}/%{_bindir}/virtualenv-3
-%endif # with_python3
 
-%{py2_install}
-# The versioned 2.x script was removed from upstream. Add it back.
-cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-%{python2_version}
-cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 
 %files -n python2-virtualenv
 %license LICENSE.txt
@@ -187,15 +168,10 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 %dir %{python2_sitelib}/virtualenv_support/
 %{python2_sitelib}/virtualenv_support/__init__.py*
 %{python2_sitelib}/virtualenv-*.egg-info/
-%{_bindir}/virtualenv
-%{_bindir}/virtualenv-2
-%{_bindir}/virtualenv-%{python2_version}
 
 %files  -n python2-virtualenv-python26
 %{python2_sitelib}/virtualenv_support/*.whl
 
-
-%if 0%{?with_python3}
 # Include sphinx docs on Fedora
 %files -n python-virtualenv-doc
 %doc build/sphinx/*
@@ -203,9 +179,7 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 %files -n python3-virtualenv
 %license LICENSE.txt
 %doc docs/*rst PKG-INFO AUTHORS.txt
-%{_bindir}/py3-virtualenv
-%{_bindir}/virtualenv-3
-%{_bindir}/virtualenv-%{python3_version}
+%{_bindir}/virtualenv
 %{python3_sitelib}/virtualenv.py
 %dir %{python3_sitelib}/virtualenv_support/
 %{python3_sitelib}/virtualenv_support/__init__.py
@@ -215,7 +189,6 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 
 %files  -n python3-virtualenv-python26
 %{python3_sitelib}/virtualenv_support/*.whl
-%endif
 
 
 
@@ -223,6 +196,8 @@ cp %{buildroot}/%{_bindir}/virtualenv %{buildroot}/%{_bindir}/virtualenv-2
 * Wed Aug 15 2018 Miro Hrončok <mhroncok@redhat.com> - 16.0.0-5
 - Use wheels from RPM packages
 - Put wheels needed for Python 2.6 into a subpackage
+- Only have one /usr/bin/virtualenv (#1599422)
+- Provide "virtualenv" (#1502670)
 
 * Wed Jul 18 2018 Miro Hrončok <mhroncok@redhat.com> - 16.0.0-4
 - Reintroduce support for Python 2.6 (#1602347)