def rung_4(space1: Space):
"""Create duplicated fake points and objectives for rung 4."""
points = np.linspace(1, 4, 4)
keys = list(space1.keys())
types = [dim.type for dim in space1.values()]
results: dict[str, tuple[float, Trial]] = {}
for point in points:
trial = create_trial(
(1, point // 2, point // 2),
names=keys,
results={"objective": point},
types=types,
)
trial_hash = trial.compute_trial_hash(
trial,
ignore_fidelity=True,
ignore_experiment=True,
)
assert trial.objective is not None
results[trial_hash] = (trial.objective.value, trial)
return RungDict(
n_trials=4,
resources=1,
results=results,
)
def test_order(self):
"""Test that the same space built twice will have the same ordering."""
space1 = Space()
space1.register(Integer('yolo1', 'uniform', -3, 6, shape=(2, )))
space1.register(Integer('yolo2', 'uniform', -3, 6, shape=(2, )))
space1.register(Real('yolo3', 'norm', 0.9))
space1.register(Categorical('yolo4', ('asdfa', 2)))
space2 = Space()
space2.register(Integer('yolo1', 'uniform', -3, 6, shape=(2, )))
space2.register(Real('yolo3', 'norm', 0.9))
space2.register(Categorical('yolo4', ('asdfa', 2)))
space2.register(Integer('yolo2', 'uniform', -3, 6, shape=(2, )))
assert list(space1) == list(space1.keys())
assert list(space2) == list(space2.keys())
assert list(space1.values()) == list(space2.values())
assert list(space1.items()) == list(space2.items())
assert list(space1.keys()) == list(space2.keys())
assert list(space1.values()) == list(space2.values())
assert list(space1.items()) == list(space2.items())
def test_order(self):
"""Test that the same space built twice will have the same ordering."""
space1 = Space()
space1.register(Integer("yolo1", "uniform", -3, 6, shape=(2,)))
space1.register(Integer("yolo2", "uniform", -3, 6, shape=(2,)))
space1.register(Real("yolo3", "norm", 0.9))
space1.register(Categorical("yolo4", ("asdfa", 2)))
space2 = Space()
space2.register(Integer("yolo1", "uniform", -3, 6, shape=(2,)))
space2.register(Real("yolo3", "norm", 0.9))
space2.register(Categorical("yolo4", ("asdfa", 2)))
space2.register(Integer("yolo2", "uniform", -3, 6, shape=(2,)))
assert list(space1) == list(space1.keys())
assert list(space2) == list(space2.keys())
assert list(space1.values()) == list(space2.values())
assert list(space1.items()) == list(space2.items())
assert list(space1.keys()) == list(space2.keys())
assert list(space1.values()) == list(space2.values())
assert list(space1.items()) == list(space2.items())
