diff --git a/python-appdirs.spec b/python-appdirs.spec
index dc14739..27740ed 100644
--- a/python-appdirs.spec
+++ b/python-appdirs.spec
@@ -4,7 +4,7 @@
 
 Name:          python-%{srcname}
 Version:       1.4.3
-Release:       10%{?dist}
+Release:       11%{?dist}
 Summary:       Python module for determining platform-specific directories
 
 License:       MIT
@@ -22,10 +22,6 @@ Summary:        %{summary}
 %{?python_provide:%python_provide python2-%{srcname}}
 BuildRequires:  python2-devel
 BuildRequires:  python2-setuptools
-%if %{with wheel}
-BuildRequires:  python2-pip
-BuildRequires:  python2-wheel
-%endif
 
 %description -n python2-%{srcname}
 A small Python 2 module for determining appropriate " + " platform-specific
@@ -50,20 +46,18 @@ directories, e.g. a "user data dir".
 rm -vrf %{srcname}.egg-info
 
 %build
+%py2_build
 %if %{with wheel}
-  %py2_build_wheel
   %py3_build_wheel
 %else
-  %py2_build
   %py3_build
 %endif
 
 %install
+%py2_install
 %if %{with wheel}
-  %py2_install_wheel %{wheelname}
   %py3_install_wheel %{wheelname}
 %else
-  %py2_install
   %py3_install
 %endif
 
@@ -85,6 +79,9 @@ sed -i -e '1{\@^#!/usr/bin/env python@d}' %{buildroot}{%{python2_sitelib},%{pyth
 %{python3_sitelib}/__pycache__/%{srcname}.*
 
 %changelog
+* Mon Sep 02 2019 Miro Hrončok <mhroncok@redhat.com> - 1.4.3-11
+- Reduce Python 2 build time dependencies
+
 * Sat Aug 17 2019 Miro Hrončok <mhroncok@redhat.com> - 1.4.3-10
 - Rebuilt for Python 3.8