def test_nonunique_observe(): # Simply re-observing a non-unique values returns the cached result pbounds = {'p1': (0, 1), 'p2': (1, 100)} space = TargetSpace(target_func, pbounds) x = [0, 0] y = 0 space.add_observation(x, y) with pytest.raises(KeyError): space.add_observation(x, y) space._assert_internal_invariants(fast=False)
def test_nonunique_add(): # Adding non-unique values throws a KeyError pbounds = {'p1': (0, 1), 'p2': (1, 100)} space = TargetSpace(target_func, pbounds) x = [0, 0] y = 0 space.add_observation(x, y) with pytest.raises(KeyError): space.add_observation(x, y) space._assert_internal_invariants(fast=False)