diff --git a/testing/py3-doit/APKBUILD b/testing/py3-doit/APKBUILD
index bdaff8f2498..5a721f3c840 100644
--- a/testing/py3-doit/APKBUILD
+++ b/testing/py3-doit/APKBUILD
@@ -3,13 +3,13 @@
 pkgname=py3-doit
 _pkgname=doit
 pkgver=0.36.0
-pkgrel=4
+pkgrel=5
 pkgdesc="A Python Automation Tool"
 url="https://pydoit.org/"
 arch="noarch"
 license="MIT"
 depends="py3-importlib-metadata py3-cloudpickle python3"
-makedepends="py3-setuptools"
+makedepends="py3-setuptools py3-gpep517"
 subpackages="$pkgname-pyc"
 source="https://files.pythonhosted.org/packages/source/${_pkgname:0:1}/$_pkgname/$_pkgname-$pkgver.tar.gz"
 builddir="$srcdir"/$_pkgname-$pkgver
@@ -18,15 +18,20 @@ replaces="py-doit" # Backwards compatibility
 provides="py-doit=$pkgver-r$pkgrel" # Backwards compatibility
 
 build() {
-	python3 setup.py build
+	gpep517 build-wheel \
+		--wheel-dir .dist \
+		--output-fd 3 3>&1 >&2
 }
 
 check() {
-	PYTHONPATH=build/lib python3 -m doit --version
+	python3 -m venv --clear --without-pip --system-site-packages .testenv
+	gpep517 install-wheel --destdir .testenv --prefix '' .dist/*.whl
+	.testenv/bin/python3 -m doit --version
 }
 
 package() {
-	python3 setup.py install --skip-build --root="$pkgdir"
+	gpep517 install-wheel --destdir "$pkgdir" \
+		.dist/*.whl
 }
 
 sha512sums="