diff --git a/mingw-w64-python-icu/PKGBUILD b/mingw-w64-python-icu/PKGBUILD
index 1cea59e180..872b355bba 100644
--- a/mingw-w64-python-icu/PKGBUILD
+++ b/mingw-w64-python-icu/PKGBUILD
@@ -2,18 +2,16 @@
 
 _realname=PyICU
 pkgbase=mingw-w64-python-icu
-pkgname=("${MINGW_PACKAGE_PREFIX}-python2-icu" "${MINGW_PACKAGE_PREFIX}-python3-icu")
+pkgname=("${MINGW_PACKAGE_PREFIX}-python3-icu")
 pkgver=2.3.1
-pkgrel=3
+pkgrel=4
 pkgdesc="Python extension wrapping the ICU C++ API (mingw-w64)"
 arch=('any')
 license=('BSD')
 url="https://github.com/ovalhub/pyicu"
-makedepends=("${MINGW_PACKAGE_PREFIX}-python2"
-             "${MINGW_PACKAGE_PREFIX}-python3"
-             "${MINGW_PACKAGE_PREFIX}-python3-setuptools"
-             "${MINGW_PACKAGE_PREFIX}-python2-setuptools"
-             "${MINGW_PACKAGE_PREFIX}-icu")
+depends=("${MINGW_PACKAGE_PREFIX}-python3"
+         "${MINGW_PACKAGE_PREFIX}-icu")
+makedepends=("${MINGW_PACKAGE_PREFIX}-python3-setuptools")
 options=('staticlibs' 'strip' '!debug')
 source=("https://pypi.io/packages/source/P/${_realname}/${_realname}-${pkgver}.tar.gz"
         001-icu-config.patch
@@ -23,13 +21,10 @@ sha256sums=('ddb2b453853b4c25db382bc5e8c4cde09b3f4696ef1e1494f8294e174f459cf4'
             '95c6738d18639a2551ea42283d4a7a0d4ab675e6e9c9baa17718909c3c54aa2e')
 
 prepare() {
-  cd "${srcdir}"
-  pushd ${_realname}-${pkgver}
+  cd "${srcdir}/${_realname}-${pkgver}"
+
   patch -p1 -i ${srcdir}/001-icu-config.patch
   patch -p1 -i ${srcdir}/002-fix-mingw-build.patch
-  popd
-
-  cp -r ${_realname}-${pkgver} build-${CARCH}
 }
 
 build() {
@@ -39,20 +34,14 @@ build() {
   export PYICU_INCLUDES="${MINGW_PREFIX}/include"
   export PYICU_LIBRARIES="icuin;icuuc;icudt"
 
-  # Build python 2 module
-  cd "${srcdir}/build-${CARCH}"
-  ${MINGW_PREFIX}/bin/python2 setup.py build
-
   # Build python 3 module
-  cd "${srcdir}/build-${CARCH}"
+  cd "${srcdir}/${_realname}-${pkgver}"
   ${MINGW_PREFIX}/bin/python3 setup.py build
 }
 
-package_python3-icu() {
-  depends=("${MINGW_PACKAGE_PREFIX}-python3"
-           "${MINGW_PACKAGE_PREFIX}-icu")
+package() {
+  cd "${srcdir}/${_realname}-${pkgver}"
 
-  cd "${srcdir}/build-${CARCH}"
   ${MINGW_PREFIX}/bin/python3 setup.py install \
       --prefix=${MINGW_PREFIX#\/} \
       --root="${pkgdir}" \
@@ -61,33 +50,3 @@ package_python3-icu() {
 
   install -Dm644 LICENSE "${pkgdir}${MINGW_PREFIX}/share/licenses/python3-icu/COPYING"
 }
-
-package_python2-icu() {
-  depends=("${MINGW_PACKAGE_PREFIX}-python2"
-           "${MINGW_PACKAGE_PREFIX}-icu")
-
-  cd "${srcdir}/build-${CARCH}"
-  ${MINGW_PREFIX}/bin/python2 setup.py install \
-      --prefix=${MINGW_PREFIX#\/} \
-      --root="${pkgdir}" \
-      --optimize=1 \
-      --skip-build
-
-  install -Dm644 LICENSE "${pkgdir}${MINGW_PREFIX}/share/licenses/python2-icu/COPYING"
-}
-
-package_mingw-w64-i686-python2-icu() {
-  package_python2-icu
-}
-
-package_mingw-w64-i686-python3-icu() {
-  package_python3-icu
-}
-
-package_mingw-w64-x86_64-python2-icu() {
-  package_python2-icu
-}
-
-package_mingw-w64-x86_64-python3-icu() {
-  package_python3-icu
-}