diff --git a/python-docker-py.spec b/python-docker-py.spec
index 43bf1e30e2..4ff16e38cf 100644
--- a/python-docker-py.spec
+++ b/python-docker-py.spec
@@ -19,7 +19,7 @@
 
 Name:           python-docker-py
 Version:        1.10.6
-Release:        5%{?dist}
+Release:        6%{?dist}
 Epoch:          1
 Summary:        An API client for docker written in Python
 License:        ASL 2.0
@@ -46,23 +46,31 @@ BuildRequires:  python2-docker-pycreds
 %endif  # tests
 
 %if 0%{?fedora} >= 22
-Requires:       python-requests >= 2.5.2
 BuildRequires:  python-requests >= 2.5.2
 %else
-Requires:       python-requests
 BuildRequires:  python-requests
 %endif
 
+%global _description\
+%{summary}
+
+%description %_description
+
+%package -n python2-docker-py
+Summary: %summary
+%if 0%{?fedora} >= 22
+Requires:       python-requests >= 2.5.2
+%else
+Requires:       python-requests
+%endif
 Requires:       python-websocket-client >= 0.32.0
 Requires:       python-six >= 1.4.0
 Requires:       python-ipaddress
 Requires:       python-backports-ssl_match_hostname
 Requires:       python2-docker-pycreds
+%{?python_provide:%python_provide python2-docker-py}
 
-Provides: python2-docker-py = %{version}-%{release}
-
-%description
-%{summary}
+%description -n python2-docker-py %_description
 
 %if %{with python3}
 %package -n python3-docker-py
@@ -118,7 +126,7 @@ PYTHONPATH="${PWD}" py.test-%{python3_version} tests/unit/ || :
 %endif # with_python3
 
 
-%files
+%files -n python2-docker-py
 %license LICENSE
 %doc README.md
 %dir %{python_sitelib}/docker
@@ -137,6 +145,10 @@ PYTHONPATH="${PWD}" py.test-%{python3_version} tests/unit/ || :
 %endif # with_python3
 
 %changelog
+* Sun Dec 17 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 1:1.10.6-6
+- Python 2 binary package renamed to python2-docker-py
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 1:1.10.6-5
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild