diff --git a/_multibuild b/_multibuild
new file mode 100644
index 0000000..fcc7b97
--- /dev/null
+++ b/_multibuild
@@ -0,0 +1,3 @@
+<multibuild>
+  <package>test</package>
+</multibuild>
diff --git a/python-hypothesis.changes b/python-hypothesis.changes
index d49fbab..d9d181a 100644
--- a/python-hypothesis.changes
+++ b/python-hypothesis.changes
@@ -1,3 +1,8 @@
+-------------------------------------------------------------------
+Sun Sep  9 22:39:31 CEST 2018 - Matěj Cepl <mcepl@suse.com>
+
+- Add multibuild to allow running tests.
+
 -------------------------------------------------------------------
 Sat Sep  8 19:08:09 UTC 2018 - Arun Persaud <arun@gmx.de>
 
diff --git a/python-hypothesis.spec b/python-hypothesis.spec
index da6efff..1c122cc 100644
--- a/python-hypothesis.spec
+++ b/python-hypothesis.spec
@@ -23,10 +23,19 @@
 %{?!python_module:%define python_module() python-%{**} python3-%{**}}
 %define oldpython python
 %bcond_without python2
-# Unfortunately we cannot test by default, because of the circular
-# dependency on pytest
+
+%global flavor @BUILD_FLAVOR@%{nil}
+%if "%{flavor}" == "test"
+%define test 1
+%bcond_without test
+%else
 %bcond_with test
+%endif
+%if %{with test}
+Name:           python-hypothesis-%{flavor}
+%else
 Name:           python-hypothesis
+%endif
 Version:        3.71.0
 Release:        0
 Summary:        A library for property based testing
@@ -53,6 +62,7 @@ BuildRequires:  %{python_module coverage}
 BuildRequires:  %{python_module flaky}
 BuildRequires:  %{python_module mock}
 BuildRequires:  %{python_module pytest >= 3.0.0}
+BuildRequires:  python3-Django
 %endif
 # /SECTION
 %if %{with python2}
@@ -89,16 +99,19 @@ $python -O -m compileall -d %{$python_sitelib} %{buildroot}%{$python_sitelib}/hy
 %fdupes %{buildroot}%{$python_sitelib}
 }
 
-%if %{with test}
 %check
+%if %{with test} && ! %{with python2}
 %{python_expand export PYTHONPATH=%{buildroot}%{$python_sitelib}
-py.test-%{$python_bin_suffix} test
+py.test-%{$python_bin_suffix} tests
 }
+rm -rf %{buildroot}%{_datarootdir}/python*
 %endif
 
 %files %{python_files}
-%doc ../CITATION README.rst
 %license ../LICENSE.txt
+%if !%{with test}
+%doc ../CITATION README.rst
 %{python_sitelib}/hypothesis*
+%endif
 
 %changelog