def test_make_objectives(self):
with self.assertRaisesRegex(ValueError, "specify 'minimize' or 'maximize'"):
make_objectives({"branin": "unknown"})
metrics = make_objectives({"branin": "minimize", "currin": "maximize"})
branin_metric = [m.lower_is_better for m in metrics if m.name == "branin"]
self.assertTrue(branin_metric[0])
currin_metric = [m.lower_is_better for m in metrics if m.name == "currin"]
self.assertFalse(currin_metric[0])
def test_make_objectives(self):
with self.assertRaisesRegex(ValueError,
"specify 'minimize' or 'maximize'"):
make_objectives({"branin": "unknown"})
objectives = make_objectives({
"branin": "minimize",
"currin": "maximize"
})
branin_metric = [
o.minimize for o in objectives if o.metric.name == "branin"
]
self.assertTrue(branin_metric[0])
currin_metric = [
o.minimize for o in objectives if o.metric.name == "currin"
]
self.assertFalse(currin_metric[0])