def test_parameters_api(self):
def compare(actual, expected):
self.assertEqual(type(actual), type(expected))
if isinstance(actual, VectorBase):
self.assertTrue(
np.allclose(actual.get_value(), expected.get_value()))
else:
self.assertEqual(actual.get_value(), expected.get_value())
model_numeric = BasicVector([0.])
model_abstract = AbstractValue.Make("Hello")
params = Parameters(
numeric=[model_numeric.Clone()], abstract=[model_abstract.Clone()])
self.assertEqual(params.num_numeric_parameters(), 1)
self.assertEqual(params.num_abstract_parameters(), 1)
# Numeric.
compare(params.get_numeric_parameter(index=0), model_numeric)
compare(params.get_mutable_numeric_parameter(index=0), model_numeric)
# WARNING: This will invalidate old references!
params.set_numeric_parameters(params.get_numeric_parameters().Clone())
# Abstract.
compare(params.get_abstract_parameter(index=0), model_abstract)
compare(params.get_mutable_abstract_parameter(index=0), model_abstract)
# WARNING: This will invalidate old references!
params.set_abstract_parameters(
params.get_abstract_parameters().Clone())
# WARNING: This may invalidate old references!
params.SetFrom(copy.deepcopy(params))
# Test alternative constructors.
ctor_test = [
Parameters(),
Parameters(numeric=[model_numeric.Clone()]),
Parameters(abstract=[model_abstract.Clone()]),
Parameters(
numeric=[model_numeric.Clone()],
abstract=[model_abstract.Clone()]),
Parameters(vec=model_numeric.Clone()),
Parameters(value=model_abstract.Clone()),
]
def test_parameters_api(self):
def compare(actual, expected):
self.assertEquals(type(actual), type(expected))
if isinstance(actual, VectorBase):
self.assertTrue(
np.allclose(actual.get_value(), expected.get_value()))
else:
self.assertEquals(actual.get_value(), expected.get_value())
model_numeric = BasicVector([0.])
model_abstract = AbstractValue.Make("Hello")
params = Parameters(numeric=[model_numeric.Clone()],
abstract=[model_abstract.Clone()])
self.assertEquals(params.num_numeric_parameters(), 1)
self.assertEquals(params.num_abstract_parameters(), 1)
# Numeric.
compare(params.get_numeric_parameter(index=0), model_numeric)
compare(params.get_mutable_numeric_parameter(index=0), model_numeric)
# WARNING: This will invalidate old references!
params.set_numeric_parameters(params.get_numeric_parameters().Clone())
# Abstract.
compare(params.get_abstract_parameter(index=0), model_abstract)
compare(params.get_mutable_abstract_parameter(index=0), model_abstract)
# WARNING: This will invalidate old references!
params.set_abstract_parameters(
params.get_abstract_parameters().Clone())
# WARNING: This may invalidate old references!
params.SetFrom(copy.deepcopy(params))
# Test alternative constructors.
ctor_test = [
Parameters(),
Parameters(numeric=[model_numeric.Clone()]),
Parameters(abstract=[model_abstract.Clone()]),
Parameters(numeric=[model_numeric.Clone()],
abstract=[model_abstract.Clone()]),
Parameters(vec=model_numeric.Clone()),
Parameters(value=model_abstract.Clone()),
]