diff --git a/python-blosc.spec b/python-blosc.spec
index 7b31b60..108e32c 100644
--- a/python-blosc.spec
+++ b/python-blosc.spec
@@ -8,7 +8,7 @@
 Summary:        Python wrapper for the Blosc high performance compressor
 Name:           python-%{module}
 Version:        1.2.8
-Release:        3%{?dist}
+Release:        5%{?dist}
 License:        MIT
 URL:            https://github.com/FrancescAlted/python-blosc
 Source0:        https://pypi.python.org/packages/source/b/%{module}/%{module}-%{version}.tar.gz
@@ -16,6 +16,7 @@ Patch0:         0001-tests-fix-error-with-new-numpy.patch
 
 BuildRequires:  blosc-devel
 BuildRequires:  python2-devel
+BuildRequires:  python2-setuptools
 BuildRequires:  numpy
 BuildRequires:  python2-psutil
 
@@ -35,6 +36,7 @@ Summary:        %{summary}
 Summary:        Python wrapper for the blosc high performance compressor
 
 BuildRequires:  python%{python3_pkgversion}-devel
+BuildRequires:  python%{python3_pkgversion}-setuptools
 BuildRequires:  python%{python3_pkgversion}-numpy
 BuildRequires:  python%{python3_pkgversion}-psutil
 %{?python_provide:%python_provide python%{python3_pkgversion}-blosc}
@@ -43,6 +45,21 @@ BuildRequires:  python%{python3_pkgversion}-psutil
 %description -n python%{python3_pkgversion}-%{module}
 %{summary}.
 
+%if 0%{?python3_other_pkgversion}
+%package -n python%{python3_other_pkgversion}-%{module}
+Summary:        Python wrapper for the blosc high performance compressor
+
+BuildRequires:  python%{python3_other_pkgversion}-devel
+BuildRequires:  python%{python3_other_pkgversion}-setuptools
+BuildRequires:  python%{python3_other_pkgversion}-numpy
+BuildRequires:  python%{python3_other_pkgversion}-psutil
+%{?python_provide:%python_provide python%{python3_other_pkgversion}-blosc}
+%{?fedora:Recommends: python%{python3_other_pkgversion}-numpy}
+
+%description -n python%{python3_other_pkgversion}-%{module}
+%{summary}.
+%endif
+
 %prep
 %autosetup -n %{module}-%{version} -p1
 
@@ -53,15 +70,24 @@ sed -i "s|CFLAGS\.append(\"-msse2\")|pass|" setup.py
 export BLOSC_DIR=%{_libdir}/blosc CFLAGS="%{optflags}"
 %py2_build
 %py3_build
+%if 0%{?python3_other_pkgversion}
+%py3_other_build
+%endif
 
 %install
 %py2_install
 %py3_install
+%if 0%{?python3_other_pkgversion}
+%py3_other_install
+%endif
 
 %check
 cd / # avoid interference with build dir
-PYTHONPATH=%{buildroot}%{python2_sitearch} python -c 'import sys, blosc; sys.exit(blosc.test())'
-PYTHONPATH=%{buildroot}%{python3_sitearch} python3 -c 'import sys, blosc; sys.exit(blosc.test())'
+PYTHONPATH=%{buildroot}%{python2_sitearch} %{__python2} -c 'import sys, blosc; sys.exit(blosc.test())'
+PYTHONPATH=%{buildroot}%{python3_sitearch} %{__python3} -c 'import sys, blosc; sys.exit(blosc.test())'
+%if 0%{?python3_other_pkgversion}
+PYTHONPATH=%{buildroot}%{python3_other_sitearch} %{__python3_other} -c 'import sys, blosc; sys.exit(blosc.test())'
+%endif
 
 %files -n python2-%{module}
 %{python2_sitearch}/blosc/
@@ -75,7 +101,21 @@ PYTHONPATH=%{buildroot}%{python3_sitearch} python3 -c 'import sys, blosc; sys.ex
 %license LICENSES/PYTHON-BLOSC.txt
 %doc README.rst RELEASE_NOTES.rst
 
+%if 0%{?python3_other_pkgversion}
+%files -n python%{python3_other_pkgversion}-%{module}
+%{python3_other_sitearch}/blosc/
+%{python3_other_sitearch}/blosc-%{version}*-py*.egg-info
+%license LICENSES/PYTHON-BLOSC.txt
+%doc README.rst RELEASE_NOTES.rst
+%endif
+
 %changelog
+* Thu Mar 07 2019 Troy Dawson <tdawson@redhat.com> - 1.2.8-5
+- Rebuilt to change main python from 3.4 to 3.6
+
+* Mon Nov 12 2018 Orion Poplawski <orion@cora.nwra.com> - 1.2.8-4
+- Build for python36
+
 * Mon May 16 2016 Orion Poplawski <orion@cora.nwra.com> - 1.2.8-3
 - Fix provides filter
 - Use %%python3_pkgversion for EPEL7 compatibility