diff --git python-numpydoc/python-numpydoc.spec python-numpydoc/python-numpydoc.spec.tmp
index 646739c277..69639156a2 100644
--- python-numpydoc/python-numpydoc.spec
+++ python-numpydoc/python-numpydoc.spec.tmp
@@ -5,7 +5,7 @@
 
 Name:           python-numpydoc
 Version:        0.5
-Release:        8%{?dist}
+Release:        9%{?dist}
 Summary:        Sphinx extension to support docstrings in Numpy format
 
 License:        BSD
@@ -26,10 +26,18 @@ BuildRequires:  python3-matplotlib
 BuildRequires:  python2-tools
 %endif
 
-%description
-Numpydoc inserts a hook into Sphinx's autodoc that converts docstrings
+%global _description\
+Numpydoc inserts a hook into Sphinx's autodoc that converts docstrings\
 following the Numpy/Scipy format to a form palatable to Sphinx.
 
+%description %_description
+
+%package -n python2-numpydoc
+Summary: %summary
+%{?python_provide:%python_provide python2-numpydoc}
+
+%description -n python2-numpydoc %_description
+
 %if 0%{?with_python3}
 %package -n python3-numpydoc
 Summary:        Sphinx extension to support docstrings in Numpy format
@@ -76,7 +84,7 @@ popd
 %endif
 
  
-%files
+%files -n python2-numpydoc
 %doc LICENSE.txt README.rst
 %{python_sitelib}/numpydoc
 %{python_sitelib}/numpydoc-%{version}-py?.?.egg-info
@@ -89,6 +97,10 @@ popd
 %endif
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 0.5-9
+- Python 2 binary package renamed to python2-numpydoc
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 0.5-8
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild