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Extend testing of quadrature element #3382

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Sep 12, 2024
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62 changes: 56 additions & 6 deletions python/test/unit/fem/test_quadrature_elements.py
Original file line number Diff line number Diff line change
Expand Up @@ -125,8 +125,11 @@ def test_interpolation_blocked(degree):


def extract_diagonal(mat):
num_rows = mat._cpp_object.index_map(0).size_local
num_cols = mat._cpp_object.index_map(1).size_local
assert num_rows == num_cols, "Matrix must be square"
bs = mat.block_size[0]
diag = np.empty(len(mat.indices) * bs)
diag = np.empty(num_rows * bs, dtype=mat.data.dtype)
for row, (start, end) in enumerate(zip(mat.indptr[:-1], mat.indptr[1:])):
for i in range(start, end):
if mat.indices[i] == row:
Expand All @@ -135,19 +138,23 @@ def extract_diagonal(mat):
return diag


@pytest.mark.skip_in_parallel
@pytest.mark.parametrize("degree", range(1, 4))
@pytest.mark.parametrize("shape", [(), (1,), (2,), (3,), (4,), (2, 2), (3, 3)])
def test_vector_element(shape):
def test_vector_element(shape, degree):
"""
Compare assembly into a vector with quadrature elements with the diagonal of
an assembled mass matrix with the same quadrature element.
"""
msh = dolfinx.mesh.create_unit_square(MPI.COMM_WORLD, 10, 10)

dx_m = ufl.Measure(
"dx",
domain=msh,
metadata={"quadrature_degree": 1, "quadrature_scheme": "default"},
metadata={"quadrature_degree": degree, "quadrature_scheme": "default"},
)

Qe = basix.ufl.quadrature_element(
msh.topology.cell_name(), value_shape=shape, scheme="default", degree=1
msh.topology.cell_name(), value_shape=shape, scheme="default", degree=degree
)
Quad = dolfinx.fem.functionspace(msh, Qe)
q_ = ufl.TestFunction(Quad)
Expand All @@ -156,7 +163,50 @@ def test_vector_element(shape):
one.x.array[:] = 1.0
mass_L_form = dolfinx.fem.form(ufl.inner(one, q_) * dx_m)
mass_v = dolfinx.fem.assemble_vector(mass_L_form)
mass_v.scatter_reverse(dolfinx.la.InsertMode.add)
mass_v.scatter_forward()
mass_a_form = dolfinx.fem.form(ufl.inner(dq, q_) * dx_m)
mass_A = dolfinx.fem.assemble_matrix(mass_a_form)
mass_A.scatter_reverse()
num_owned_dofs = Quad.dofmap.index_map.size_local * Quad.dofmap.index_map_bs
assert np.allclose(extract_diagonal(mass_A), mass_v.array[:num_owned_dofs])


@pytest.mark.parametrize("degree", range(1, 4))
def test_quadrature_assembly(degree):
"""
Test quadrature element against assembly with spatial coordinate and a fixed quadrature rule
"""
msh = dolfinx.mesh.create_unit_square(MPI.COMM_WORLD, 5, 7)
dx_m = ufl.Measure(
"dx",
domain=msh,
metadata={"quadrature_degree": degree, "quadrature_scheme": "default"},
)

Qe = basix.ufl.quadrature_element(
msh.topology.cell_name(), value_shape=(), scheme="default", degree=degree
)
Quad = dolfinx.fem.functionspace(msh, Qe)

V = dolfinx.fem.functionspace(msh, ("Lagrange", 1))
v = ufl.TestFunction(V)

def f(x):
return 1 + x[0] + x[1] ** degree

q = dolfinx.fem.Function(Quad)
q.interpolate(f)

L = ufl.inner(q, v) * dx_m
b = dolfinx.fem.assemble_vector(dolfinx.fem.form(L))
b.scatter_reverse(dolfinx.la.InsertMode.add)
b.scatter_forward()

x = ufl.SpatialCoordinate(msh)
L_ref = ufl.inner(f(x), v) * dx_m
b_ref = dolfinx.fem.assemble_vector(dolfinx.fem.form(L_ref))
b_ref.scatter_reverse(dolfinx.la.InsertMode.add)
b_ref.scatter_forward()

assert np.allclose(extract_diagonal(mass_A), mass_v.array)
np.testing.assert_allclose(b.array, b_ref.array)
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