diff --git a/sympy.spec b/sympy.spec
index b4a792b..d585707 100644
--- a/sympy.spec
+++ b/sympy.spec
@@ -1,6 +1,6 @@
 Name:           sympy
 Version:        1.1
-Release:        2%{?dist}
+Release:        3%{?dist}
 Summary:        A Python library for symbolic mathematics
 License:        BSD
 URL:            http://sympy.org/
@@ -96,13 +96,6 @@ HTML documentation for sympy.
 %setup -q -c
 %patch0
 
-# Do not depend on env
-for fil in $(grep -rl "^#\![[:blank:]]*%{_bindir}/env" .); do
-  sed -i.orig 's,^\(#\![[:blank:]]*%{_bindir}/\)env ,\1,' $fil
-  touch -r $fil.orig $fil
-  rm -f $fil.orig
-done
-
 # If running on a 32-bit system, disable a test that requires 64-bit integers.
 %global maxpyint %(python3 -c 'import sys;print("%x" % sys.maxsize)')
 if [ "%{maxpyint}" = "7fffffff" ]; then
@@ -113,6 +106,18 @@ fi
 # Make a copy for building the python3 version
 cp -a %{sympydir} python3
 
+# Do not depend on env
+for fil in $(grep -rl "^#\![[:blank:]]*%{_bindir}/env" %{sympydir}); do
+  sed -i.orig 's,^\(#\![[:blank:]]*%{_bindir}/\)env python,\1python2,' $fil
+  touch -r $fil.orig $fil
+  rm -f $fil.orig
+done
+for fil in $(grep -rl "^#\![[:blank:]]*%{_bindir}/env" python3); do
+  sed -i.orig 's,^\(#\![[:blank:]]*%{_bindir}/\)env python,\1python3,' $fil
+  touch -r $fil.orig $fil
+  rm -f $fil.orig
+done
+
 %build
 # Build the python2 version
 pushd %{sympydir}
@@ -236,6 +241,9 @@ popd
 %{_docdir}/%{name}-doc/html
 
 %changelog
+* Mon Jul 24 2017 Jerry James <loganjerry@gmail.com> - 1.1-3
+- Fix dependency on python2 from python3 package (bz 1471886)
+
 * Sat Jul  8 2017 Jerry James <loganjerry@gmail.com> - 1.1-2
 - Disable tests that fail due to overflow on some 32-bit architectures