diff --git a/pyparsing.spec b/pyparsing.spec
index 8fc3ca5..8d2b472 100644
--- a/pyparsing.spec
+++ b/pyparsing.spec
@@ -3,8 +3,7 @@
 
 %global build_wheel 1
 
-%global python2_wheelname %{srcname}-%{version}-py2.py3-none-any.whl
-%global python3_wheelname %python2_wheelname
+%global python_wheelname %{srcname}-%{version}-py2.py3-none-any.whl
 
 # when bootstrapping Python 3, pyparsing needs to be rebuilt before sphinx
 %bcond_without doc
@@ -12,7 +11,7 @@
 Summary:        %{sum}
 Name:           pyparsing
 Version:        2.4.0
-Release:        5%{?dist}
+Release:        6%{?dist}
 
 License:        MIT
 URL:            https://github.com/pyparsing/pyparsing
@@ -30,8 +29,6 @@ BuildRequires:  python3-sphinx
 %endif
 
 %if 0%{?build_wheel}
-BuildRequires:  python2-pip
-BuildRequires:  python2-wheel
 BuildRequires:  python%{python3_pkgversion}-pip
 BuildRequires:  python%{python3_pkgversion}-wheel
 %endif
@@ -78,11 +75,7 @@ dos2unix -k CHANGES LICENSE
 
 
 %build
-%if 0%{?build_wheel}
-%py2_build_wheel
-%else
 %py2_build
-%endif
 %if 0%{?build_wheel}
 %py3_build_wheel
 %else
@@ -99,13 +92,9 @@ popd
 %endif
 
 %install
-%if 0%{?build_wheel}
-%py2_install_wheel %{python2_wheelname}
-%else
 %py2_install
-%endif
 %if 0%{?build_wheel}
-%py3_install_wheel %{python3_wheelname}
+%py3_install_wheel %{python_wheelname}
 %else
 %py3_install
 %endif
@@ -121,14 +110,14 @@ popd
 %license LICENSE
 %doc CHANGES README.rst
 %{python2_sitelib}/pyparsing.py*
-%{python2_sitelib}/pyparsing-*dist-info/
+%{python2_sitelib}/pyparsing-*-info/
 
 %files -n python3-pyparsing
 %license LICENSE
 %doc CHANGES README.rst
 %{python3_sitelib}/pyparsing.py
 %{python3_sitelib}/__pycache__/*
-%{python3_sitelib}/pyparsing-*dist-info/
+%{python3_sitelib}/pyparsing-*-info/
 
 %if %{with doc}
 %files doc
@@ -138,6 +127,9 @@ popd
 
 
 %changelog
+* Mon Sep 02 2019 Miro Hrončok <mhroncok@redhat.com> - 2.4.0-6
+- Reduce Python 2 build time dependencies
+
 * Thu Aug 15 2019 Miro Hrončok <mhroncok@redhat.com> - 2.4.0-5
 - Rebuilt for Python 3.8