def test_read_hierarchical_transformed(self):
inner_map = [transformed_prior, [np.sqrt, ['_parameter_0']]]
parameter_map = [transformed_prior, [np.maximum, ['_parameter_1',
inner_map]]]
priors = [prior.Uniform(0, 1), prior.Uniform(1, 2)]
expected_base = [prior.Uniform(1, 2),
prior.TransformedPrior(np.sqrt, prior.Uniform(0, 1))]
expected_full = prior.TransformedPrior(np.maximum, expected_base)
self.assertEqual(read_map(parameter_map, priors), expected_full)
values = [25, 7]
self.assertEqual(read_map(inner_map, values), 5)
self.assertEqual(read_map(parameter_map, values), 7)
def test_read_composite_map(self):
n_map = [dict, [[['red', [[transformed_prior, [complex, [1.5, "_parameter_2"]]],
[transformed_prior, [complex, [1.6, "_parameter_3"]]]]],
['green', [[transformed_prior, [complex, [1.7, "_parameter_4"]]],
[transformed_prior, [complex, [1.8, "_parameter_5"]]]]]]]]
parameter_map = [dict, [[['r', ["_parameter_0", "_parameter_1"]],
['n', n_map],
['center', [10, 20, "_parameter_6"]]]]]
placeholders = [0.5, 0.7, 0.01, 0.02, 0.03, 0.04, 30]
n_expected = {'red': [complex(1.5, 0.01), complex(1.6, 0.02)],
'green': [complex(1.7, 0.03), complex(1.8, 0.04)]}
expected = {'r': [0.5, 0.7], 'n': n_expected, 'center': [10, 20, 30]}
self.assertEqual(read_map(parameter_map, placeholders), expected)
def test_read_transformed_prior_map_priors(self):
parameter_map = [transformed_prior, [np.sqrt, ['_parameter_0']]]
priors = [prior.Uniform(0, 1)]
expected = prior.TransformedPrior(np.sqrt, priors)
self.assertEqual(read_map(parameter_map, priors), expected)
def test_read_transformed_prior_map_values(self):
parameter_map = [transformed_prior, [np.sqrt, ['_parameter_0']]]
values = [4]
self.assertEqual(read_map(parameter_map, values), 2)
def test_read_complex_map_priors(self):
parameter_map = [transformed_prior, [complex, ['_parameter_0',
'_parameter_1']]]
priors = [prior.Uniform(0, 1), prior.Uniform(1, 2)]
expected = prior.TransformedPrior(complex, [priors[0], priors[1]])
self.assertEqual(read_map(parameter_map, priors), expected)
def test_read_complex_map_values(self):
parameter_map = [transformed_prior, [complex, ['_parameter_0',
'_parameter_1']]]
values = [0, 1]
self.assertEqual(read_map(parameter_map, values), complex(0, 1))
def test_read_placeholder_map(self):
parameter_map = [0, 1, "_parameter_2"]
placeholders = [3, 4, 5]
expected = [0, 1, 5]
self.assertEqual(read_map(parameter_map, placeholders), expected)
def test_read_func_map(self):
parameter_map = [dict, [[['a', 0], ['b', 1], ['c', 2]]]]
expected = {'a': 0, 'b': 1, 'c': 2}
self.assertEqual(read_map(parameter_map, []), expected)