diff --git a/ATpy.spec b/ATpy.spec
index 95fc767..7f8af06 100644
--- a/ATpy.spec
+++ b/ATpy.spec
@@ -2,7 +2,7 @@
 
 Name: ATpy
 Version: 0.9.7
-Release: 12%{?dist}
+Release: 13%{?dist}
 Summary: Astronomical Tables in Python
 License: MIT
 
@@ -13,19 +13,30 @@ Source0: https://pypi.python.org/packages/source/A/ATpy/%{name}-%{version}.tar.g
 BuildArch: noarch
 BuildRequires: python2-devel
 BuildRequires: python-setuptools
-Requires: numpy python-astropy
 
 %if 0%{?with_python3}
 BuildRequires: python3-devel
 BuildRequires: python3-setuptools
 %endif # with_python3
 
-%description
-ATpy is a high-level Python package providing a way to manipulate tables of 
-astronomical data in a uniform way. It provides built-in support for NumPy
-recarrays and common astronomical file/database formats (FITS, VO, HDF5, 
+%global _description\
+ATpy is a high-level Python package providing a way to manipulate tables of\
+astronomical data in a uniform way. It provides built-in support for NumPy\
+recarrays and common astronomical file/database formats (FITS, VO, HDF5,\
 and ASCII tables) with a very simple API.
 
+%description %_description
+
+%package -n python2-atpy
+Summary: %summary
+Requires: numpy python-astropy
+%{?python_provide:%python_provide python2-atpy}
+# Remove before F30
+Provides: ATpy%{?_isa} = %{version}-%{release}
+Obsoletes: ATpy < %{version}-%{release}
+
+%description -n python2-atpy %_description
+
 %if 0%{?with_python3}
 %package -n python3-ATpy
 Summary: Astronomical Tables in Python
@@ -69,7 +80,7 @@ popd
 
 %{__python2} setup.py install --skip-build --root  %{buildroot}
 
-%files
+%files -n python2-atpy
 %doc CHANGES LICENSE README.md
 %{python2_sitelib}/ATpy-*.egg-info
 %{python2_sitelib}/atpy
@@ -82,6 +93,10 @@ popd
 %endif # with_python3
 
 %changelog
+* Sat Aug 19 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 0.9.7-13
+- Python 2 binary package renamed to python2-atpy
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Wed Jul 26 2017 Fedora Release Engineering <releng@fedoraproject.org> - 0.9.7-12
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild