diff --git a/_multibuild b/_multibuild
new file mode 100644
index 0000000..81be0c2
--- /dev/null
+++ b/_multibuild
@@ -0,0 +1,3 @@
+<multibuild>
+  <package>python</package>
+</multibuild>
diff --git a/nghttp2.changes b/nghttp2.changes
index 854dbef..8b0aa31 100644
--- a/nghttp2.changes
+++ b/nghttp2.changes
@@ -1,3 +1,9 @@
+-------------------------------------------------------------------
+Fri Jan 18 14:35:14 UTC 2019 - Tomáš Chvátal <tchvatal@suse.com>
+
+- Use multibuild to not pull in python3 in first build, nghttp2
+  is low in the system
+
 -------------------------------------------------------------------
 Fri Jan 11 14:24:40 UTC 2019 - Martin Pluskal <mpluskal@suse.com>
 
diff --git a/nghttp2.spec b/nghttp2.spec
index e85dbcd..10cbe66 100644
--- a/nghttp2.spec
+++ b/nghttp2.spec
@@ -20,7 +20,15 @@
 %define sover   14
 %define soname_asio libnghttp2_asio
 %define sover_asio 1
-Name:           nghttp2
+%global flavor @BUILD_FLAVOR@%{nil}
+%if "%{flavor}" == "python"
+%define psuffix -python
+%bcond_without python
+%else
+%define psuffix %{nil}
+%bcond_with python
+%endif
+Name:           nghttp2%{psuffix}
 Version:        1.35.1
 Release:        0
 Summary:        Implementation of Hypertext Transfer Protocol version 2 in C
@@ -30,15 +38,13 @@ URL:            https://nghttp2.org/
 Source:         https://github.com/tatsuhiro-t/nghttp2/releases/download/v%{version}/nghttp2-%{version}.tar.xz
 Source1:        baselibs.conf
 # PATCH-FIX-OPENSUSE nghttp2-remove-python-build.patch
-Patch0:         %{name}-remove-python-build.patch
+Patch0:         nghttp2-remove-python-build.patch
 BuildRequires:  autoconf
 BuildRequires:  automake
 BuildRequires:  gcc-c++
 BuildRequires:  libtool
 BuildRequires:  pkgconfig
 BuildRequires:  python-rpm-macros
-BuildRequires:  python3-Cython
-BuildRequires:  python3-setuptools
 BuildRequires:  pkgconfig(cunit)
 BuildRequires:  pkgconfig(jansson)
 BuildRequires:  pkgconfig(libcares)
@@ -47,8 +53,12 @@ BuildRequires:  pkgconfig(liblzma)
 BuildRequires:  pkgconfig(libsystemd)
 BuildRequires:  pkgconfig(libxml-2.0)
 BuildRequires:  pkgconfig(openssl)
-BuildRequires:  pkgconfig(python3)
 BuildRequires:  pkgconfig(zlib)
+%if %{with python}
+BuildRequires:  pkgconfig(python3)
+BuildRequires:  python3-Cython
+BuildRequires:  python3-setuptools
+%endif
 %ifnarch ppc %{arm}
 BuildRequires:  pkgconfig(jemalloc)
 %endif
@@ -84,11 +94,11 @@ Group:          System/Libraries
 Shared libraries for asynchronous implementation of Hypertext Transfer
 Protocol version 2.
 
-%package -n python3-%{name}
+%package -n python3-nghttp2
 Summary:        Python3 bindings for nghttp2
 Group:          Development/Libraries/Python
 
-%description -n python3-%{name}
+%description -n python3-nghttp2
 Python bindings for implementation of Hypertext Transfer Protocol version
 2.
 
@@ -120,7 +130,7 @@ Documentation for nghttp2, which includes a shared C library,
 HTTP/2 client, server and proxy.
 
 %prep
-%setup -q
+%setup -q -n nghttp2-%{version}
 %patch0 -p1
 # fix python shebang
 sed -i -e 's:#!%{_bindir}/env python:#!%{_bindir}/python3:g' script/fetch-ocsp-response
@@ -133,19 +143,27 @@ export PYTHON=%{_bindir}/python3
   --disable-silent-rules  \
   --enable-asio-lib       \
   --enable-app            \
-  --enable-python-bindings
+%if %{with python}
+  --enable-python-bindings \
+%else
+  --disable-python-bindings \
+%endif
+  %{nil}
 make %{?_smp_mflags} all
+%if %{with python}
 pushd python
 make %{?_smp_mflags} nghttp2.c
 %python3_build
 popd
+%endif
 
 %install
-%make_install
+%if %{with python}
 pushd python
 %python3_install
 popd
-
+%else
+%make_install
 find %{buildroot} -type f -name "*.la" -delete -print
 
 # Do not ship theis
@@ -154,16 +172,24 @@ rm -rf %{buildroot}%{_datadir}/doc/nghttp2
 # None of applications using these man pages are built.
 rm -rf %{buildroot}%{_mandir}/man1/* \
   doc/manual/html/.buildinfo
+%endif
 
 %check
 # One test fails if python-sphinx is not present
 make %{?_smp_mflags} check ||:
 
+%if !%{with python}
 %post -n %{soname}-%{sover} -p /sbin/ldconfig
 %post -n %{soname_asio}%{sover_asio} -p /sbin/ldconfig
 %postun -n %{soname}-%{sover} -p /sbin/ldconfig
 %postun -n %{soname_asio}%{sover_asio} -p /sbin/ldconfig
+%endif
 
+%if %{with python}
+%files -n python3-nghttp2
+%{python3_sitearch}/nghttp2.*.so
+%{python3_sitearch}/python_nghttp2-*
+%else
 %files
 %{_bindir}/deflatehd
 %{_bindir}/inflatehd
@@ -181,10 +207,6 @@ make %{?_smp_mflags} check ||:
 %license COPYING
 %{_libdir}/%{soname_asio}.so.%{sover_asio}*
 
-%files -n python3-%{name}
-%{python3_sitearch}/nghttp2.*.so
-%{python3_sitearch}/python_nghttp2-*
-
 %files -n %{soname}-devel
 %dir %{_includedir}/%{name}/
 %{_includedir}/%{name}/%{name}*.h
@@ -196,5 +218,6 @@ make %{?_smp_mflags} check ||:
 %{_includedir}/%{name}/asio_http2*.h
 %{_libdir}/%{soname_asio}.so
 %{_libdir}/pkgconfig/%{soname_asio}.pc
+%endif
 
 %changelog