diff --git a/python-taskw.spec b/python-taskw.spec
index 6c42e3a455..cf698cae31 100644
--- a/python-taskw.spec
+++ b/python-taskw.spec
@@ -12,7 +12,7 @@
 
 Name:             python-taskw
 Version:          1.2.0
-Release:          4%{?dist}
+Release:          5%{?dist}
 Summary:          Python bindings for your taskwarrior database
 
 Group:            Development/Libraries
@@ -32,21 +32,13 @@ BuildRequires:    pytz
 BuildREquires:    python-kitchen
 BuildRequires:    python-unittest2
 
-Requires:         python-six
-Requires:         python-dateutil
-Requires:         pytz
-Requires:         python-kitchen
-
 %if 0%{?rhel} && 0%{?rhel} <= 6
-# The integration with task CLI doesn't work for older versions.
 %else
 BuildRequires:    task
-Requires:         task
 %endif
 
 %if 0%{?rhel} && 0%{?rhel} <= 6
 BuildRequires:    python-ordereddict
-Requires:         python-ordereddict
 %endif
 
 %if 0%{?with_python3}
@@ -59,10 +51,30 @@ BuildRequires:    python3-pytz
 BuildRequires:    python3-kitchen
 %endif
 
-%description
-This is a python API for the `taskwarrior <http://taskwarrior.org>`_
+%global _description\
+This is a python API for the `taskwarrior <http://taskwarrior.org>`_\
 command line tool.
 
+%description %_description
+
+%package -n python2-taskw
+Summary: %summary
+Requires:         python-six
+Requires:         python-dateutil
+Requires:         pytz
+Requires:         python-kitchen
+%if 0%{?rhel} && 0%{?rhel} <= 6
+# The integration with task CLI doesn't work for older versions.
+%else
+Requires:         task
+%endif
+%if 0%{?rhel} && 0%{?rhel} <= 6
+Requires:         python-ordereddict
+%endif
+%{?python_provide:%python_provide python2-taskw}
+
+%description -n python2-taskw %_description
+
 %if 0%{?with_python3}
 %package -n python3-taskw
 Summary:        Python bindings for your taskwarrior database
@@ -116,7 +128,7 @@ popd
 # Remove the tests after we've run them.  No reason to ship them.
 %{__rm} -r %{buildroot}%{python2_sitelib}/%{modname}/test
 
-%files
+%files -n python2-taskw
 %doc README.rst LICENSE.txt
 %{python2_sitelib}/%{modname}
 %{python2_sitelib}/%{modname}-%{version}*
@@ -131,6 +143,10 @@ popd
 
 
 %changelog
+* Sun Dec 17 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 1.2.0-5
+- Python 2 binary package renamed to python2-taskw
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 1.2.0-4
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild