diff --git a/.gitignore b/.gitignore
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--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/pipsi-0.9.tar.gz
diff --git a/dead.package b/dead.package
deleted file mode 100644
index 25a2c4e..0000000
--- a/dead.package
+++ /dev/null
@@ -1 +0,0 @@
-EOL
diff --git a/pipsi.spec b/pipsi.spec
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+++ b/pipsi.spec
@@ -0,0 +1,81 @@
+%global pypi_name pipsi
+
+# test suite is disabled by default for koji builds,
+# because tests require internet connection
+
+# Conditial build macro
+# http://www.rpm.org/wiki/PackagerDocs/ConditionalBuilds
+%bcond_with tests
+
+Name:           %{pypi_name}
+Version:        0.9
+Release:        2%{?dist}
+Summary:        Wraps pip and virtualenv to install scripts
+
+License:        BSD
+URL:            http://github.com/mitsuhiko/pipsi/
+Source0:        https://pypi.python.org/packages/source/p/%{pypi_name}/%{pypi_name}-%{version}.tar.gz
+BuildArch:      noarch
+ 
+BuildRequires:  python3-devel
+BuildRequires:	python3-click
+BuildRequires:	python3-virtualenv
+
+%if %{with tests}
+# Required for tests
+BuildRequires:	python3-pytest
+BuildRequires:	openssl-devel
+BuildRequires:	libacl-devel
+%endif
+
+Requires:       python3-click
+Requires:       python3-setuptools
+Requires:       python3-virtualenv	
+
+%description
+Pipsi is a wrapper around virtualenv and pip which installs scripts provided
+by python packages into separate virtualenvs to shield them from your system
+and each other.
+
+
+%prep
+%setup -q -n %{pypi_name}-%{version}
+# Remove bundled egg-info
+rm -rf %{pypi_name}.egg-info
+
+# Point to Python 3 version of virtualenv executable
+sed -i '233 s/virtualenv/py3-virtualenv/' %{pypi_name}.py
+sed -i '70 s/virtualenv/py3-virtualenv/' get-%{pypi_name}.py
+
+
+%build
+%py3_build
+
+
+%install
+%py3_install
+
+
+%if %{with tests}
+%check
+# Tests need UTF-8 encoding
+export LC_CTYPE="C.UTF-8"
+# Invoke tests and disable the test that checks if pipsi is already installed
+%{__python3} -m pytest -k "not test_find_scripts" -vv
+%endif
+
+
+%files
+%doc README.rst
+%license LICENSE
+%{_bindir}/pipsi
+%{python3_sitelib}/%{pypi_name}.py
+%{python3_sitelib}/__pycache__/*
+%{python3_sitelib}/%{pypi_name}-%{version}-py?.?.egg-info
+
+%changelog
+* Wed Apr 13 2016 Charalampos Stratakis <cstratak@redhat.com> - 0.9-2
+- Disable test suite for koji builds.
+
+* Thu Apr 07 2016 Charalampos Stratakis <cstratak@redhat.com> - 0.9-1
+- Initial package.
\ No newline at end of file
diff --git a/sources b/sources
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--- /dev/null
+++ b/sources
@@ -0,0 +1 @@
+1c71c7a29d92a17d9cfc7bba12721d06  pipsi-0.9.tar.gz