diff --git a/python-efel.spec b/python-efel.spec
index 9ea841a..e072702 100644
--- a/python-efel.spec
+++ b/python-efel.spec
@@ -1,12 +1,3 @@
-# https://fedoraproject.org/wiki/Packaging:DistTag?rd=Packaging/DistTag#Conditionals
-# http://rpm.org/user_doc/conditional_builds.html
-%if 0%{?fedora} >= 30
-# disabled by default
-%bcond_with py2
-%else
-%bcond_without py2 0
-%endif
-
 # No tests included in package
 # and since they use versioneer, I'm unable to figure out what git commit this
 # release comes from
@@ -29,7 +20,7 @@ a Python module.}
 
 Name:           python-%{srcname}
 Version:        3.0.66
-Release:        4%{?dist}
+Release:        5%{?dist}
 Summary:        Electrophys Feature Extraction Library
 
 License:        LGPLv3
@@ -46,19 +37,10 @@ BuildRequires:  gcc-c++
 %description
 %{desc}
 
-%if %{with py2}
-%package -n python2-%{srcname}
-Summary:        %{summary}
-BuildRequires:  python2-devel
-%{?python_provide:%python_provide python2-%{srcname}}
-
-%description -n python2-%{srcname}
-%{desc}
-%endif
-
 %package -n python3-%{srcname}
 Summary:        %{summary}
 BuildRequires:  python3-devel
+BuildRequires:  python3-setuptools
 %{?python_provide:%python_provide python3-%{srcname}}
 
 %description -n python3-%{srcname}
@@ -75,20 +57,7 @@ cp -v %{SOURCE2} LGPL
 %build
 %py3_build
 
-%if %{with py2}
-%py2_build
-%endif
-
 %install
-# Must do the python2 install first because the scripts in /usr/bin are
-# overwritten with every setup.py install, and in general we want the
-# python3 version to be the default.
-# If, however, we're installing separate executables for python2 and python3,
-# the order needs to be reversed so the unversioned executable is the python2 one.
-%if %{with py2}
-%py2_install
-%endif
-
 %py3_install
 
 # Remove headers. We won't provide them here.
@@ -97,20 +66,9 @@ rm -rf %{buildroot}/%{python3_sitearch}/%{srcname}/cppcore
 
 %check
 %if %{with tests}
-%if %{with py2}
-%{__python2} setup.py test
-%endif
 %{__python3} setup.py test
 %endif
 
-%if %{with py2}
-%files -n python2-%{srcname}
-%license LGPL
-%doc README.md LICENSE
-%{python2_sitearch}/%{srcname}-%{version}-py2.?.egg-info
-%{python2_sitearch}/%{srcname}
-%endif
-
 %files -n python3-%{srcname}
 %license LGPL
 %doc README.md LICENSE
@@ -118,6 +76,10 @@ rm -rf %{buildroot}/%{python3_sitearch}/%{srcname}/cppcore
 %{python3_sitearch}/%{srcname}
 
 %changelog
+* Thu Jun 25 2020 Ankur Sinha <ankursinha AT fedoraproject DOT org> - 3.0.66-5
+- Remove py2 bits
+- Explicitly BR setuptools
+
 * Tue May 26 2020 Miro Hrončok <mhroncok@redhat.com> - 3.0.66-4
 - Rebuilt for Python 3.9