This is also a workaround for pypa/setuptools#864, since the default pypy3 on
Travis is quite old.

(cherry picked from commit def73970b7873a4460719b4466e97e935e55bc9a
                       and 5dcca55e2834d570f66b59f792578cc112187f27)