diff --git a/python-pytimeparse.spec b/python-pytimeparse.spec
index e5ad166..3d59dfc 100644
--- a/python-pytimeparse.spec
+++ b/python-pytimeparse.spec
@@ -1,18 +1,16 @@
-%{!?__python2:        %global __python2 /usr/bin/python2}
-%{!?python2_sitelib:  %global python2_sitelib %(%{__python2} -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())")}
 %global pypi_name pytimeparse
 
 Name:           python-pytimeparse
-Version:	1.1.5
-Release:	2%{?dist}
+Version:        1.1.5
+Release:        4%{?dist}
 Summary:        Python time expression parse library
-License:	MIT
-URL:		https://github.com/wroberts/pytimeparse
-Source0:	https://pypi.python.org/packages/source/p/%{pypi_name}/%{pypi_name}-%{version}.tar.gz
+License:        MIT
+URL:            https://github.com/wroberts/pytimeparse
+Source0:        https://pypi.python.org/packages/source/p/%{pypi_name}/%{pypi_name}-%{version}.tar.gz
 BuildArch:      noarch
 
-BuildRequires:	python-setuptools
-BuildRequires:  python2-devel
+BuildRequires:    python3-setuptools
+BuildRequires:    python3-devel
 
 %description
 A small Python library to parse various kinds of time expressions
@@ -21,19 +19,27 @@ A small Python library to parse various kinds of time expressions
 %setup -q -n %{pypi_name}-%{version}
 
 %build
+%py3_build
 
-%{__python2} setup.py build
+# Find all *.py files with the exact line '#!/usr/bin/env python' and for each
+# such file replace the line with nothing (if it's the 1st line).
+grep -ilrx build -e '#!/usr/bin/env python' --include '*.py'| xargs sed -i '1s\^#!/usr/bin/env python$\\'
 
 %install
-%{__python2} setup.py install --skip-build --root %{buildroot}
+%py3_install
 
 %files
-%{python2_sitelib}/pytimeparse
-%{python2_sitelib}/pytimeparse*.egg-info
 %doc README.rst
+%{python3_sitelib}/*
 
 
 %changelog
+* Fri Apr 08 2016 Dominika Krejci <dkrejci@redhat.com> - 1.1.5-4
+- Remove unnecessary shebang lines
+
+* Mon Feb 08 2016 Matej Dujava <mdujava@redhat.com> - 1.1.5-3
+- Add python3
+
 * Thu Feb 04 2016 Fedora Release Engineering <releng@fedoraproject.org> - 1.1.5-2
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_24_Mass_Rebuild
 
@@ -46,4 +52,3 @@ A small Python library to parse various kinds of time expressions
 * Tue May 05 2015 Pradeep Kilambi <pkilambi@redhat.com> 1.1.4
 - initial package release
 
-