def test_multi_call_ModelLink(self, pipe):
with pytest.warns(RequestWarning):
pipe._modellink.call_type = 'multi'
if pipe._is_controller:
with pytest.warns(UserWarning):
get_hybrid_lnpost_fn(lnpost, pipe)
else:
get_hybrid_lnpost_fn(lnpost, pipe)
pipe._modellink.call_type = 'hybrid'
def test_non_default(self, pipe):
hybrid_lnpost = get_hybrid_lnpost_fn(lnpost,
pipe,
par_dict=True,
unit_space=True,
impl_prior=False)
assert hybrid_lnpost({'A': 0.5, 'B': 0.5}, pipe) == -np.infty
hybrid_lnpost(
sdict(zip(pipe._modellink._par_name, pipe._modellink._par_est)),
pipe)
def test_invalid_emulator(self, pipe):
pipe._emulator._emul_type = 'test'
with pytest.raises(e13.InputError):
get_hybrid_lnpost_fn(lnpost, pipe)
pipe._emulator._emul_type = 'default'
def test_no_Pipeline(self):
with pytest.raises(TypeError):
get_hybrid_lnpost_fn(lnpost, np.array(1))
def test_non_callable(self, pipe):
with pytest.raises(e13.InputError):
get_hybrid_lnpost_fn(np.array(1), pipe)
def test_default(self, pipe):
hybrid_lnpost = get_hybrid_lnpost_fn(lnpost, pipe, unit_space=True)
assert hybrid_lnpost([-1, 2], pipe) == -np.infty
assert hybrid_lnpost([0.5, 0.5], pipe) == -np.infty
hybrid_lnpost(pipe._modellink._to_unit_space(pipe._modellink._par_est),
pipe)