def test_change_call_type(self):
modellink_obj = GaussianLink2D()
with pytest.warns(RequestWarning):
modellink_obj.call_type = 'single'
modellink_obj.call_type = 'multi'
modellink_obj.call_type = 'hybrid'
modellink_obj.call_type = modellink_obj._init_call_type
def test_sam_space(self):
modellink_obj = GaussianLink2D()
assert np.allclose(modellink_obj._get_sam_space([[1, 2], [1.5, 2.5]]),
[[1, 3], [1, 3]])
assert np.allclose(
modellink_obj._get_sam_space({
'A': [1, 2],
'B': [2, 3]
}), [[1, 5], [1, 3]])
def pipe(tmpdir_factory):
tmpdir = tmpdir_factory.mktemp('test_mcmc')
root_dir = path.dirname(tmpdir.strpath)
working_dir = path.basename(tmpdir.strpath)
prism_file = path.join(DIR_PATH, 'data/prism_default.txt')
modellink_obj = GaussianLink2D()
np.random.seed(0)
pipeline_obj = Pipeline(modellink_obj, root_dir=root_dir,
working_dir=working_dir, prism_par=prism_file)
pipeline_obj.construct(analyze=False)
return(pipeline_obj)
def test_invalid_model_data(self):
with pytest.raises(TypeError):
GaussianLink2D(model_data=np.array(1))
def test_invalid_call_type(self):
modellink_obj = GaussianLink2D()
with pytest.raises(ValueError):
modellink_obj.call_type = 'invalid'
def test_outside_model_par_est(self):
with pytest.raises(ValueError):
GaussianLink2D(model_parameters=model_parameters_outside_est)
def test_invalid_model_par_est(self):
with pytest.raises(TypeError):
GaussianLink2D(model_parameters=model_parameters_invalid_est)
def test_invalid_model_par_rng(self):
with pytest.raises(ValueError):
GaussianLink2D(model_parameters=model_parameters_invalid_rng)
def test_invalid_model_par(self):
with pytest.raises(TypeError):
GaussianLink2D(model_parameters=np.array([1]))
def test_change_MPI_call(self):
modellink_obj = GaussianLink2D()
with pytest.warns(RequestWarning):
modellink_obj.MPI_call = (modellink_obj.MPI_call + 1) % 2
modellink_obj.MPI_call = modellink_obj._init_MPI_call
def test_change_name(self):
modellink_obj = GaussianLink2D()
with pytest.warns(RequestWarning):
modellink_obj.name = 'test'
modellink_obj.name = modellink_obj._init_name
def test_convert_to_space(self):
modellink_obj = GaussianLink2D()
assert np.allclose(modellink_obj._to_par_space([0.2, 0.7]), [1.8, 2.4])
assert np.allclose(modellink_obj._to_unit_space([1.8, 2.4]),
[0.2, 0.7])
def test_ext_mod_par_list(self):
par_list = [['A', [1, 5, 2.5]], ['B', [1, 3, 2]]]
modellink_obj = GaussianLink2D(model_parameters=par_list)
repr(modellink_obj)
def test_ext_mod_par_dict(self):
par_dict = {'A': [1, 5, None], 'B': [1, 3]}
modellink_obj = GaussianLink2D(model_parameters=par_dict)
assert modellink_obj._par_est == [None, None]
repr(modellink_obj)
def modellink_obj(self):
return (GaussianLink2D())
