diff --git a/pycairo.spec b/pycairo.spec
index 0735242..90fa40c 100644
--- a/pycairo.spec
+++ b/pycairo.spec
@@ -1,6 +1,6 @@
 Name: pycairo
 Version: 1.18.2
-Release: 2%{?dist}
+Release: 3%{?dist}
 Summary: Python bindings for the cairo library
 
 License: MPLv1.1 or LGPLv2
@@ -11,8 +11,10 @@ BuildRequires: cairo-devel
 BuildRequires: gcc
 BuildRequires: pkgconfig
 BuildRequires: python2-devel
+BuildRequires: python2-setuptools
 BuildRequires: python3-devel
 BuildRequires: python3-pytest
+BuildRequires: python3-setuptools
 
 %description
 Python bindings for the cairo library.
@@ -92,6 +94,9 @@ libraries so that they interoperate with py3cairo.
 %{_libdir}/pkgconfig/py3cairo.pc
 
 %changelog
+* Wed Nov 06 2019 Petr Viktorin <pviktori@redhat.com> - 1.18.2-3
+- Build require python-setuptools
+
 * Tue Oct 29 2019 Petr Viktorin <pviktori@redhat.com> - 1.18.2-2
 - Do not run tests on Python 2