def test_parameters(self):
p = pykrige_interface.pykrige_params(self.V)
params = self.V.parameters
self.assertAlmostEqual(p[0], params[1], places=4)
self.assertAlmostEqual(p[1], params[0], places=4)
self.assertAlmostEqual(p[2], params[2], places=4)
def test_parameters(self):
if not PYKRIGE_AVAILABLE: # pragma: no cover
return True
p = pykrige_interface.pykrige_params(self.V)
params = self.V.parameters
self.assertAlmostEqual(p[0], params[1], places=4)
self.assertAlmostEqual(p[1], params[0], places=4)
self.assertAlmostEqual(p[2], params[2], places=4)
def test_as_kwargs(self):
args = pykrige_interface.pykrige_as_kwargs(self.V)
pars = pykrige_interface.pykrige_params(self.V)
# test
self.assertEqual(args['variogram_model'], 'custom')
assert_array_almost_equal(pars, args['variogram_parameters'])
xi = np.arange(1, 80)
yi = self.V.transform(xi)
assert_array_almost_equal(
yi,
args['variogram_function']([], xi),
decimal=6
)
def test_as_kwargs(self):
if not PYKRIGE_AVAILABLE: # pragma: no cover
return True
args = pykrige_interface.pykrige_as_kwargs(self.V)
pars = pykrige_interface.pykrige_params(self.V)
# test
self.assertEqual(args['variogram_model'], 'custom')
assert_array_almost_equal(pars, args['variogram_parameters'])
xi = np.arange(1, 80)
yi = self.V.transform(xi)
assert_array_almost_equal(yi,
args['variogram_function']([], xi),
decimal=6)