def test_format_objective(self):
objective = utils.format_objective(
oracle_module.Objective(name="val_acc", direction="max"))
self.assertEqual(
objective,
[oracle_module.Objective(name="val_acc", direction="max")])
objective = utils.format_objective("accuracy")
self.assertEqual(
objective,
[oracle_module.Objective(name="accuracy", direction="max")])
objective = utils.format_objective(["val_acc", "val_loss"])
self.assertEqual(
objective,
[
oracle_module.Objective(name="val_acc", direction="max"),
oracle_module.Objective(name="val_loss", direction="min"),
],
)
def test_format_objective(self, objective, direction, expected_oracle_obj):
formatted_objective = utils.format_objective(objective, direction)
self.assertEqual(formatted_objective, expected_oracle_obj)