diff --git python-elasticsearch/python-elasticsearch.spec python-elasticsearch/python-elasticsearch.spec.tmp
index 09e85f520a..bd838dd1a0 100644
--- python-elasticsearch/python-elasticsearch.spec
+++ python-elasticsearch/python-elasticsearch.spec.tmp
@@ -3,7 +3,7 @@
 
 Name:           python-elasticsearch
 Version:        2.4.0
-Release:        4%{?dist}
+Release:        5%{?dist}
 Summary:        Client for Elasticsearch
 
 License:        ASL 2.0
@@ -13,8 +13,6 @@ BuildArch:      noarch
 
 BuildRequires:  python2-devel
 BuildRequires:  python2-setuptools
-Requires:       python2-thrift
-Requires:       python2-urllib3
 
 %if %{with python3}
 BuildRequires:  python3-devel
@@ -22,19 +20,29 @@ BuildRequires:  python3-setuptools
 # optional thrift not supported on Python 3
 %endif
 
-%description
-Low level client for Elasticsearch. It's goal is to provide common ground
-for all Elasticsearch-related code in Python. The client's features include:
-
-- Translating basic Python data types to and from json
-- Configurable automatic discovery of cluster nodes
-- Persistent connections
-- Load balancing (with pluggable selection strategy) across all available nodes
-- Failed connection penalization (time based - failed connections won't be
-  retried until a timeout is reached)
-- Thread safety
+%global _description\
+Low level client for Elasticsearch. It's goal is to provide common ground\
+for all Elasticsearch-related code in Python. The client's features include:\
+\
+- Translating basic Python data types to and from json\
+- Configurable automatic discovery of cluster nodes\
+- Persistent connections\
+- Load balancing (with pluggable selection strategy) across all available nodes\
+- Failed connection penalization (time based - failed connections won't be\
+  retried until a timeout is reached)\
+- Thread safety\
 - Pluggable architecture
 
+%description %_description
+
+%package -n python2-%{tarball_name}
+Summary: %summary
+Requires:       python2-thrift
+Requires:       python2-urllib3
+%{?python_provide:%python_provide python2-%{tarball_name}}
+
+%description -n python2-%{tarball_name} %_description
+
 %if %{with python3}
 %package -n python3-%{tarball_name}
 Summary:        Python 3 Client for Elasticsearch
@@ -82,7 +90,7 @@ rm -fr %{tarball_name}.egg-info
 # repository existing on the same level", and it looks like they also
 # require a running elasticsearch server
 
-%files
+%files -n python2-%{tarball_name}
 %{python2_sitelib}/%{tarball_name}
 %{python2_sitelib}/%{tarball_name}-%{version}-py2.?.egg-info
 %doc README
@@ -97,6 +105,10 @@ rm -fr %{tarball_name}.egg-info
 %endif
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 2.4.0-5
+- Python 2 binary package renamed to python2-elasticsearch
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 2.4.0-4
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild