diff --git a/mingw-w64-python-joblib/PKGBUILD b/mingw-w64-python-joblib/PKGBUILD
index 041d9e878f..7e6f117f6b 100644
--- a/mingw-w64-python-joblib/PKGBUILD
+++ b/mingw-w64-python-joblib/PKGBUILD
@@ -2,77 +2,32 @@
 
 _realname=joblib
 pkgbase=mingw-w64-python-${_realname}
-pkgname=("${MINGW_PACKAGE_PREFIX}-python2-${_realname}"  "${MINGW_PACKAGE_PREFIX}-python3-${_realname}")
+pkgname=("${MINGW_PACKAGE_PREFIX}-python3-${_realname}")
 pkgver=0.14.0
-pkgrel=1
+pkgrel=2
 pkgdesc="Set of tools to provide lightweight pipelining in Python (mingw-w64)"
 arch=('any')
 url='https://joblib.readthedocs.io/'
 license=('BSD')
-makedepends=("${MINGW_PACKAGE_PREFIX}-python2"
-             "${MINGW_PACKAGE_PREFIX}-python3"
-             "${MINGW_PACKAGE_PREFIX}-python3-setuptools"
-             "${MINGW_PACKAGE_PREFIX}-python2-setuptools")
+depends=("${MINGW_PACKAGE_PREFIX}-python3")
+optdepends=("${MINGW_PACKAGE_PREFIX}-python3-numpy: for array manipulation"
+            "${MINGW_PACKAGE_PREFIX}-python3-lz4: for compressed serialization")
+makedepends=("${MINGW_PACKAGE_PREFIX}-python3-setuptools")
 source=("${_realname}-${pkgver}.tar.gz::https://github.com/joblib/joblib/archive/${pkgver}.tar.gz")
 sha256sums=('9e66f3e31669f772fcbad95043fd05e4530e78288d60363b785d4c288a5dc707')
 
-prepare() {
-  for pver in {2,3}; do
-    rm -rf python${pver}-build-${CARCH} | true
-    cp -r "${_realname}-${pkgver}" "python${pver}-build-${CARCH}"
-  done
-
-  # python -> python2 rename
-  find python2-build-${CARCH} -name '*py' -exec sed -e 's_#!/usr/bin/env python_&2_' -i {} \;
-
-}
-
 build() {
-  for pver in {2,3}; do
-    msg "Python ${pver} build for ${CARCH}"
-    cd "${srcdir}/python${pver}-build-${CARCH}"
-    ${MINGW_PREFIX}/bin/python${pver} setup.py build
-  done
+  cd "${srcdir}/${_realname}-${pkgver}"
+
+  ${MINGW_PREFIX}/bin/python3 setup.py build
 }
 
-package_python3-joblib() {
-  depends=("${MINGW_PACKAGE_PREFIX}-python3")
-  optdepends=("${MINGW_PACKAGE_PREFIX}-python3-numpy: for array manipulation"
-              "${MINGW_PACKAGE_PREFIX}-python3-lz4: for compressed serialization")
+package() {
+  cd "${srcdir}/${_realname}-${pkgver}"
 
-  cd "${srcdir}/python3-build-${CARCH}"
   MSYS2_ARG_CONV_EXCL="--prefix=;--install-scripts=;--install-platlib=" \
   ${MINGW_PREFIX}/bin/python3 setup.py install --prefix=${MINGW_PREFIX} \
     --root="${pkgdir}" --optimize=1 --skip-build
 
   install -Dm644 LICENSE.txt "${pkgdir}"${MINGW_PREFIX}/share/licenses/python3-${_realname}/LICENSE
 }
-
-package_python2-joblib() {
-  depends=("${MINGW_PACKAGE_PREFIX}-python2")
-  optdepends=("${MINGW_PACKAGE_PREFIX}-python2-numpy: for array manipulation"
-              "${MINGW_PACKAGE_PREFIX}-python2-lz4: for compressed serialization")
-
-  cd "${srcdir}/python2-build-${CARCH}"
-  MSYS2_ARG_CONV_EXCL="--prefix=;--install-scripts=;--install-platlib=" \
-  ${MINGW_PREFIX}/bin/python2 setup.py install --prefix=${MINGW_PREFIX} \
-    --root="${pkgdir}" --optimize=1 --skip-build
-
-  install -Dm644 LICENSE.txt "${pkgdir}"${MINGW_PREFIX}/share/licenses/python2-${_realname}/LICENSE
-}
-
-package_mingw-w64-i686-python2-joblib() {
-  package_python2-joblib
-}
-
-package_mingw-w64-i686-python3-joblib() {
-  package_python3-joblib
-}
-
-package_mingw-w64-x86_64-python2-joblib() {
-  package_python2-joblib
-}
-
-package_mingw-w64-x86_64-python3-joblib() {
-  package_python3-joblib
-}