diff --git a/.gitignore b/.gitignore
index e69de29..82e0234 100644
--- a/.gitignore
+++ b/.gitignore
@@ -0,0 +1 @@
+/hypothesis-1.8.5.tar.gz
diff --git a/python-hypothesis.spec b/python-hypothesis.spec
new file mode 100644
index 0000000..45bba54
--- /dev/null
+++ b/python-hypothesis.spec
@@ -0,0 +1,109 @@
+%global pkgname hypothesis
+
+Name:           python-%{pkgname}
+Version:        1.8.5
+Release:        2%{?dist}
+Summary:        A library for property based testing
+
+License:        MPLv2.0
+URL:            https://github.com/DRMacIver/hypothesis
+Source0:        https://github.com/DRMacIver/hypothesis/archive/v%{version}.tar.gz#/hypothesis-%{version}.tar.gz
+
+BuildArch:      noarch
+BuildRequires:  python2-devel
+BuildRequires:  python3-devel
+BuildRequires:  python-sphinx
+# Test dependencies
+BuildRequires:  pytest
+BuildRequires:  python-flake8
+BuildRequires:  python3-pytest
+BuildRequires:  python3-flake8
+
+%description
+Hypothesis is a library for testing your Python code against a much
+larger range of examples than you would ever want to write by
+hand. It’s based on the Haskell library, Quickcheck, and is designed
+to integrate seamlessly into your existing Python unit testing work
+flow.
+
+
+%package     -n python3-%{pkgname}
+Summary:        A library for property based testing
+
+%description -n python3-%{pkgname}
+Hypothesis is a library for testing your Python code against a much
+larger range of examples than you would ever want to write by
+hand. It’s based on the Haskell library, Quickcheck, and is designed
+to integrate seamlessly into your existing Python unit testing work
+flow.
+
+
+%prep
+%setup -qc
+mv %{pkgname}-%{version} python2
+# remove shebang, mergedbs gets installed in sitelib
+%{__sed} -i -e 1,2d python2/src/hypothesis/tools/mergedbs.py
+
+cp -a python2 python3
+
+
+%build
+pushd python2
+%{__python2} setup.py build
+(cd docs && READTHEDOCS=True make man)
+popd
+
+pushd python3
+%{__python3} setup.py build
+popd
+
+
+%install
+rm -rf $RPM_BUILD_ROOT
+# Must do the python3 install first because the scripts in /usr/bin are
+# overwritten with every setup.py install (and we want the python2 version
+# to be the default for now).
+pushd python3
+%{__python3} setup.py install -O1 --skip-build --root $RPM_BUILD_ROOT
+popd
+
+pushd python2
+%{__python2} setup.py install -O1 --skip-build --root $RPM_BUILD_ROOT
+%{__install} -Dp -m 644 docs/_build/man/hypothesis.1 \
+             $RPM_BUILD_ROOT%{_mandir}/man1/hypothesis.1
+popd
+
+
+%check
+pushd python2
+%{__python2} setup.py test
+popd
+
+pushd python3
+%{__python3} setup.py test
+popd
+
+
+%files
+%license python2/LICENSE.txt
+%doc python2/README.rst
+%{python2_sitelib}/*
+%{_mandir}/man1/hypothesis.1*
+
+%files -n python3-%{pkgname}
+%license python3/LICENSE.txt
+%doc python3/README.rst
+%{python3_sitelib}/*
+
+
+%changelog
+* Fri Jul 24 2015 Michel Alexandre Salim <salimma@fedoraproject.org> - 1.8.5-2
+- Remove she-bang from tools/mergedbs.py
+- Include manpage
+
+* Fri Jul 24 2015 Michel Alexandre Salim <salimma@fedoraproject.org> - 1.8.5-1
+- Update to 1.8.5
+- Make Python3 build unconditional
+
+* Thu Jul 23 2015 Michel Alexandre Salim <salimma@fedoraproject.org> - 1.8.2-1
+- Initial package
diff --git a/sources b/sources
index e69de29..22f669e 100644
--- a/sources
+++ b/sources
@@ -0,0 +1 @@
+8d862f0bf423627891e82a9d3702cddc  hypothesis-1.8.5.tar.gz