diff --git a/python-rpm-generators.spec b/python-rpm-generators.spec
index 16a48b8..072883b 100644
--- a/python-rpm-generators.spec
+++ b/python-rpm-generators.spec
@@ -1,7 +1,7 @@
 Name:           python-rpm-generators
 Summary:        Dependency generators for Python RPMs
 Version:        12
-Release:        5%{?dist}
+Release:        6%{?dist}
 
 # Originally all those files were part of RPM, so license is kept here
 License:        GPLv2+
@@ -47,6 +47,11 @@ install -Dpm0755 -t %{buildroot}%{_rpmconfigdir} *.py
 %{_rpmconfigdir}/pythonbundles.py
 
 %changelog
+* Mon Apr 19 2021 Miro Hrončok <mhroncok@redhat.com> - 12-6
+- Get rid of distutils deprecation warning (by not using it)
+- The distutils module is deprecated in Python 3.10+
+- https://www.python.org/dev/peps/pep-0632/
+
 * Wed Mar 31 2021 Miro Hrončok <mhroncok@redhat.com> - 12-5
 - Do not generate setuptools requirement for console_scripts on Python 3.10+
 - See https://fedoraproject.org/wiki/Changes/Reduce_dependencies_on_python3-setuptools
diff --git a/pythondistdeps.py b/pythondistdeps.py
index 17f49f3..8be1a4d 100755
--- a/pythondistdeps.py
+++ b/pythondistdeps.py
@@ -13,10 +13,10 @@
 
 from __future__ import print_function
 import argparse
-from distutils.sysconfig import get_python_lib
 from os.path import dirname, sep
 import re
-from sys import argv, stdin, stderr
+from sys import argv, stdin, stderr, version_info
+from sysconfig import get_path
 from warnings import warn
 
 from packaging.requirements import Requirement as Requirement_
@@ -341,8 +341,9 @@ if __name__ == "__main__":
         if py_abi and (lower.endswith('.py') or lower.endswith('.pyc') or lower.endswith('.pyo')):
             if name not in py_deps:
                 py_deps[name] = []
-            purelib = get_python_lib(standard_lib=0, plat_specific=0).split(version[:3])[0]
-            platlib = get_python_lib(standard_lib=0, plat_specific=1).split(version[:3])[0]
+            running_python_version = '{}.{}'.format(*version_info[:2])
+            purelib = get_path('purelib').split(running_python_version)[0]
+            platlib = get_path('platlib').split(running_python_version)[0]
             for lib in (purelib, platlib):
                 if lib in f:
                     spec = ('==', f.split(lib)[1].split(sep)[0])