def test_inspect_function_params_slope_noise(self):
A = TransferMechanism()
B = TransferMechanism()
assert A.function.slope == 1.0
assert B.function.slope == 1.0
assert A.mod_slope == [1.0]
assert B.mod_slope == [1.0]
assert A.noise == 0.0
assert B.noise == 0.0
assert A.mod_noise == 0.0
assert B.mod_noise == 0.0
A.function.slope = 0.2
assert A.function.slope == 0.2
assert B.function.slope == 1.0
assert A.mod_slope == [1.0]
assert B.mod_slope == [1.0]
A.noise = 0.5
assert A.noise == 0.5
assert B.noise == 0.0
assert A.mod_noise == 0.0
assert B.mod_noise == 0.0
B.function.slope = 0.7
assert A.function.slope == 0.2
assert B.function.slope == 0.7
assert A.mod_slope == [1.0]
assert B.mod_slope == [1.0]
B.noise = 0.6
assert A.noise == 0.5
assert B.noise == 0.6
assert A.mod_noise == 0.0
assert B.mod_noise == 0.0
A.execute(1.0)
assert A.mod_slope == [0.2]
B.execute(1.0)
assert A.function.slope == 0.2
assert B.function.slope == 0.7
assert A.mod_slope == [0.2]
assert B.mod_slope == [0.7]
assert A.noise == 0.5
assert B.noise == 0.6
assert A.mod_noise == 0.5
assert B.mod_noise == 0.6
def test_configurable_params(self):
old_value = 0.2
new_value = 0.7
T = TransferMechanism(function=Linear(slope=old_value,
intercept=old_value),
noise=old_value,
integration_rate=old_value)
# SLOPE - - - - - - - -
assert np.allclose(T.user_params["function_params"]["slope"], old_value)
assert np.allclose(T.function.slope, old_value)
assert np.allclose(T.mod_slope, old_value)
T.function.slope = new_value
# KAM changed 3/2/18 --
# function_params looks at ParameterPort value, so this will not update until next execution
assert np.allclose(T.user_params["function_params"]["slope"], old_value)
assert np.allclose(T.function.slope, new_value)
assert np.allclose(T.mod_slope, old_value)
# INTERCEPT - - - - - - - -
assert np.allclose(T.user_params["function_params"]["intercept"], old_value)
assert np.allclose(T.function.intercept, old_value)
assert np.allclose(T.mod_intercept, old_value)
T.function.intercept = new_value
# KAM changed 3/2/18 --
# function_params looks at ParameterPort value, so this will not update until next execution
assert np.allclose(T.user_params["function_params"]["intercept"], old_value)
assert np.allclose(T.function.intercept, new_value)
assert np.allclose(T.mod_intercept, old_value)
# SMOOTHING FACTOR - - - - - - - -
assert np.allclose(T.user_params["integration_rate"], old_value)
assert np.allclose(T.integration_rate, old_value)
assert np.allclose(T.mod_integration_rate, old_value)
T.integration_rate = new_value
# KAM changed 3/2/18 --
# function_params looks at ParameterPort value, so this will not update until next execution
assert np.allclose(T.user_params["integration_rate"], old_value)
assert np.allclose(T.integration_rate, new_value)
assert np.allclose(T.mod_integration_rate, old_value)
# NOISE - - - - - - - -
assert np.allclose(T.user_params["noise"], old_value)
assert np.allclose(T.noise, old_value)
assert np.allclose(T.mod_noise, old_value)
T.noise = new_value
# KAM changed 3/2/18 --
# function_params looks at ParameterPort value, so this will not update until next execution
assert np.allclose(T.user_params["noise"], old_value)
assert np.allclose(T.noise, new_value)
assert np.allclose(T.mod_noise, old_value)
T.execute(1.0)
assert np.allclose(T.user_params["function_params"]["slope"], new_value)
assert np.allclose(T.function.slope, new_value)
assert np.allclose(T.mod_slope, new_value)
assert np.allclose(T.user_params["function_params"]["intercept"], new_value)
assert np.allclose(T.function.intercept, new_value)
assert np.allclose(T.mod_intercept, new_value)
assert np.allclose(T.user_params["integration_rate"], new_value)
assert np.allclose(T.integration_rate, new_value)
assert np.allclose(T.mod_integration_rate, new_value)
assert np.allclose(T.user_params["noise"], new_value)
assert np.allclose(T.noise, new_value)
assert np.allclose(T.mod_noise, new_value)
