def test_get_array(self):
p = CombinationHyperparameters([
CovariateHyperparameters(23.6),
LocalHyperparameters(log_sigma=0.1, log_rho=1.2)
])
numpy.testing.assert_equal([23.6, 0.1, 1.2], p.get_array())
def test_set_array(self):
p = CombinationHyperparameters([
CovariateHyperparameters(23.6),
LocalHyperparameters(log_sigma=0.1, log_rho=1.2),
CovariateHyperparameters(24.7)
])
p.set_array(numpy.array([1.4, 1.5, 1.6, 1.7]))
self.assertEqual(3, len(p.elementparameters))
self.assertEqual(1.4, p.elementparameters[0].value)
self.assertEqual(1.5, p.elementparameters[1].log_sigma)
self.assertEqual(1.6, p.elementparameters[1].log_rho)
self.assertEqual(1.7, p.elementparameters[2].value)
numpy.testing.assert_equal([1.4, 1.5, 1.6, 1.7], p.get_array())