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)