diff --git a/.gitignore b/.gitignore
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--- /dev/null
+++ b/.gitignore
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+/pyfim.tar.gz
diff --git a/python-pyfim.spec b/python-pyfim.spec
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+++ b/python-pyfim.spec
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+# If the package needs to download data for the test which cannot be done in
+# koji, these can be disabled in koji by using `bcond_with` instead, but the
+# tests must be validated in mock with network enabled like so:
+# mock -r fedora-rawhide-x86_64 rebuild <srpm> --enable-network --rpmbuild-opts="--with tests"
+%bcond_with tests
+
+%global pypi_name pyfim
+
+%global desc %{expand: \
+PyFIM is an extension module that makes several frequent item set mining
+implementations available as functions in Python 2.7.x & 3.5.x. Currently
+apriori, eclat, fpgrowth, sam, relim, carpenter, ista, accretion and apriacc
+are available as functions, although the interfaces do not offer all of the
+options of the command line program. (Note that lcm is available as an
+algorithm mode of eclat.) There is also a "generic" function fim, which is
+essentially the same function as fpgrowth, only with a simplified interface
+(fewer options). Finally, there is a function arules for generating association
+rules (simplified interface compared to apriori, eclat and fpgrowth, which can
+also be used to generate association rules.
+
+How to use the functions can be seen in the example scripts testfim.py and
+testacc.py in the source package (directory pyfim/ex). From a Python script or
+command prompt interface, call help(fim), help(apriori) (or help(fim.apriori)),
+help(eclat) (or help(fim.eclat)) etc. or print, for example, apriori.__doc__,
+eclat.__doc__ etc. for a description of the functions and their arguments.
+
+This extension module was originally developed for Python 2.7. The shared
+objects made available above were compiled particularly for Python 2.7.11 and
+Python 3.5.1 on Ubuntu 16.04 LTS and the dynamic modules made available above
+were compiled for Python 2.7.10 and Python 3.5.1 on Windows 10.}
+
+Name:           python-%{pypi_name}
+Version:        6.28
+Release:        1%{?dist}
+Summary:        Frequent Item Set Mining and Association Rule Induction
+
+License:        MIT
+URL:            http://www.borgelt.net/%{pypi_name}.html
+Source0:        http://www.borgelt.net/src/%{pypi_name}.tar.gz
+
+%{?python_enable_dependency_generator}
+
+%description
+%{desc}
+
+
+%package -n python3-%{pypi_name}
+Summary:        %{summary}
+BuildRequires:  gcc
+BuildRequires:  python3-devel
+BuildRequires:  %{py3_dist Cython}
+%{?python_provide:%python_provide python3-%{pypi_name}}
+
+%description -n python3-%{pypi_name}
+%{desc}
+
+%prep
+%autosetup -c -n %{pypi_name}-%{version}
+rm -rf %{pypi_name}.egg-info
+
+# Remove date stamp from version
+sed -i "s/version=.*/version='6.28',/" setup.py
+
+# Comment out to remove /usr/bin/env shebangs
+# Can use something similar to correct/remove /usr/bin/python shebangs also
+# find . -type f -name "*.py" -exec sed -i '/^#![  ]*\/usr\/bin\/env.*$/ d' {} 2>/dev/null ';'
+
+%build
+%py3_build
+
+%install
+%py3_install
+
+%check
+%if %{with tests}
+%{__python3} setup.py test
+%endif
+
+%files -n python3-%{pypi_name}
+# All sub directories contain this file
+%license pyfim/doc/mit-license.txt
+%{python3_sitearch}/fim-%{version}-py3.?.egg-info
+%{python3_sitearch}/fim.cpython-%{python3_version_nodots}*.so
+
+%changelog
+* Wed Jun 12 2019 Ankur Sinha <ankursinha AT fedoraproject DOT org> - 6.28-1
+- Use better file entry
+
+* Mon Jun 10 2019 Ankur Sinha <ankursinha AT fedoraproject DOT org> - 6.28-1
+- Initial build
diff --git a/sources b/sources
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index 0000000..69d2f66
--- /dev/null
+++ b/sources
@@ -0,0 +1 @@
+SHA512 (pyfim.tar.gz) = adce295c00a7983e8b532d1f6dfe09b78c33f9274f762661f0c471ceeae306e728cefb4471ee4806991df8ab71ee74b2daa3b0156c35e8324aa7620e3d3c0fab