def test_add_snapshot2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.add_snapshot([-0.29334384, -0.2312056],
"tests/test_datasets/matlab_04.vtk")
assert offline.snapshots.values.shape == (2500, 5)
def test_optimal_mu2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
mu = offline.optimal_mu(error=offline.loo_error())
expected_mu = np.array([-0.29334384, -0.23120563])
np.testing.assert_array_almost_equal(mu[0], expected_mu)
def test_optimal_mu(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
mu = offline.optimal_mu()
expected_mu = np.array([-0.29334384, -0.23120563])
np.testing.assert_array_almost_equal(mu[0], expected_mu)
def test_add_snapshot(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.add_snapshot([-0.29334384, -0.2312056],
"tests/test_datasets/matlab_04.vtk")
expected_mu = np.array([[-.5, .5, .5, -.5, -0.29334384],
[-.5, -.5, .5, .5, -0.2312056]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_init_database2(self):
mu_values = [[-.5, -.5], [.5, -.5], [.5, .5], [-.5, .5]]
files = [
"tests/test_datasets/matlab_00.vtk",
"tests/test_datasets/matlab_01.vtk",
"tests/test_datasets/matlab_02.vtk",
"tests/test_datasets/matlab_03.vtk"
]
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database(mu_values, files)
assert offline.snapshots.values.shape == (2500, 4)
def test_init_database2(self):
mu_values = [[-.5, -.5], [.5, -.5], [.5, .5], [-.5, .5]]
files = [
"tests/test_datasets/matlab_00.vtk",
"tests/test_datasets/matlab_01.vtk",
"tests/test_datasets/matlab_02.vtk",
"tests/test_datasets/matlab_03.vtk"
]
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database(mu_values, files)
assert offline.snapshots.values.shape == (2500, 4)
def test_init_database(self):
mu_values = [[-.5, -.5], [.5, -.5], [.5, .5], [-.5, .5]]
files = [
"tests/test_datasets/matlab_00.vtk",
"tests/test_datasets/matlab_01.vtk",
"tests/test_datasets/matlab_02.vtk",
"tests/test_datasets/matlab_03.vtk"
]
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database(mu_values, files)
expected_mu = np.array([[-.5, .5, .5, -.5], [-.5, -.5, .5, .5]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_init_database(self):
mu_values = [[-.5, -.5], [.5, -.5], [.5, .5], [-.5, .5]]
files = [
"tests/test_datasets/matlab_00.vtk",
"tests/test_datasets/matlab_01.vtk",
"tests/test_datasets/matlab_02.vtk",
"tests/test_datasets/matlab_03.vtk"
]
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database(mu_values, files)
expected_mu = np.array([[-.5, .5, .5, -.5], [-.5, -.5, .5, .5]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_save(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.generate_rb_space()
offline.save_rb_space('space')
assert os.path.isfile('space')
def test_save(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.generate_rb_space()
offline.save_rb_space('space')
assert os.path.isfile('space')
def test_add_snapshot2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.add_snapshot([-0.29334384, -0.2312056],
"tests/test_datasets/matlab_04.vtk")
assert offline.snapshots.values.shape == (2500, 5)
def test_add_snapshot(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.add_snapshot([-0.29334384, -0.2312056],
"tests/test_datasets/matlab_04.vtk")
expected_mu = np.array([[-.5, .5, .5, -.5, -0.29334384],
[-.5, -.5, .5, .5, -0.2312056]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_init_database_from_file_wrongfile(self):
conf_file = 'tests/test_datasets/wrongmu.conf'
offline = Offline(output_name='Pressure', dformat='point')
with self.assertRaises(ValueError):
offline.init_database_from_file(conf_file)
def test_loo_error(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
error = offline.loo_error()
assert error.shape == (4, )
def test_init_database_from_file2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
assert offline.snapshots.values.shape == (2500, 4)
def test_init_database_from_file_nofile(self):
conf_file = 'tests/test_datasets/notexisting_mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
with self.assertRaises(IOError):
offline.init_database_from_file(conf_file)
def test_init_database_from_file(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
expected_mu = np.array([[-.5, .5, .5, -.5], [-.5, -.5, .5, .5]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_init_database_from_file(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
expected_mu = np.array([[-.5, .5, .5, -.5], [-.5, -.5, .5, .5]])
np.testing.assert_array_almost_equal(expected_mu, offline.mu.values)
def test_init_database_from_file2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
assert offline.snapshots.values.shape == (2500, 4)
def test_init_database_from_file_nofile(self):
conf_file = 'tests/test_datasets/notexisting_mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
with self.assertRaises(IOError):
offline.init_database_from_file(conf_file)
def test_offline(self):
offline = Offline(output_name='Pressure')
def test_init_database_from_file_wrongfile(self):
conf_file = 'tests/test_datasets/wrongmu.conf'
offline = Offline(output_name='Pressure', dformat='point')
with self.assertRaises(ValueError):
offline.init_database_from_file(conf_file)
def test_generate(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.generate_rb_space()
def test_generate(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
offline.generate_rb_space()
def test_loo_error2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
max_error = np.max(offline.loo_error())
assert isinstance(max_error, float)
def test_loo_error(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
error = offline.loo_error()
assert error.shape == (4, )
def test_loo_error2(self):
conf_file = 'tests/test_datasets/mu.conf'
offline = Offline(output_name='Pressure', dformat='point')
offline.init_database_from_file(conf_file)
max_error = np.max(offline.loo_error())
assert isinstance(max_error, float)