diff --git pyfits/pyfits.spec pyfits/pyfits.spec.tmp
index 7524582eee..125f704b88 100644
--- pyfits/pyfits.spec
+++ pyfits/pyfits.spec.tmp
@@ -2,7 +2,7 @@
 
 Name: pyfits
 Version: 3.4
-Release: 7%{?dist}
+Release: 8%{?dist}
 Summary: Python interface to FITS
 
 Group: Development/Languages
@@ -16,14 +16,24 @@ BuildRequires: python2-devel python-setuptools numpy
 BuildRequires: python2-d2to1 >= 0.2.12
 BuildRequires: cfitsio-devel
 BuildRequires: python-nose
-Requires: numpy
 
+%global _description\
+PyFITS provides an interface to FITS formatted files under the Python\
+scripting language. It is useful both for interactive data analysis and for\
+writing analysis scripts in Python using FITS files as either input or output.
+
+%description %_description
+
+%package -n python2-pyfits
+Summary: %summary
+Requires: numpy
 Provides: python2-pyfits
+%{?python_provide:%python_provide python2-pyfits}
+# Remove before F30
+Provides: pyfits%{?_isa} = %{version}-%{release}
+Obsoletes: pyfits < %{version}-%{release}
 
-%description 
-PyFITS provides an interface to FITS formatted files under the Python
-scripting language. It is useful both for interactive data analysis and for
-writing analysis scripts in Python using FITS files as either input or output.
+%description -n python2-pyfits %_description
 
 %if 0%{?with_python3}
 %package -n python3-pyfits
@@ -87,7 +97,7 @@ popd
 %{__python2} setup.py install --skip-build --root %{buildroot}
 chmod 755 %{buildroot}%{python2_sitearch}/pyfits/compression.so
 
-%files
+%files -n python2-pyfits
 %doc FAQ.txt README.txt CHANGES.txt
 %license LICENSE.txt
 %exclude %{_bindir}/*
@@ -102,6 +112,10 @@ chmod 755 %{buildroot}%{python2_sitearch}/pyfits/compression.so
 %endif # with_python3
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 3.4-8
+- Python 2 binary package renamed to python2-pyfits
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Aug 03 2017 Fedora Release Engineering <releng@fedoraproject.org> - 3.4-7
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Binutils_Mass_Rebuild