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sparsity: add test
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ksagiyam committed Feb 6, 2024
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40 changes: 40 additions & 0 deletions test/unit/test_matrices.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,7 @@
from pyop2 import op2
from pyop2.exceptions import MapValueError, ModeValueError
from pyop2.mpi import COMM_WORLD
from pyop2.datatypes import IntType

from petsc4py.PETSc import ScalarType

Expand Down Expand Up @@ -941,6 +942,45 @@ def test_assemble_mixed_rhs_vector(self, mset, mmap, mvdat):
assert_allclose(dat[1].data_ro, exp, eps)


def test_matrices_sparsity_blockwise_specification():
#
# 0 1 2 3 nodesetA
# x----x----x----x
# 0 1 2 setA
#
# 0 1 2 nodesetB
# x----x----x
# 0 1 setB
#
# 0 1 2 3 | 0 1 2
# 0 x |
# 1 x | x x
# 2 x | x x x
# 3 x | x x sparsity
# ----------+------
# 0 x x | x
# 1 x x x | x
# 2 x x | x
#
arity = 2
setA = op2.Set(3)
nodesetA = op2.Set(4)
setB = op2.Set(2)
nodesetB = op2.Set(3)
nodesetAB = op2.MixedSet((nodesetA, nodesetB))
datasetAB = nodesetAB ** 1
mapA = op2.Map(setA, nodesetA, arity, values=[[0, 1], [1, 2], [2, 3]])
mapB = op2.Map(setB, nodesetB, arity, values=[[0, 1], [1, 2]])
mapBA = op2.Map(setB, setA, 1, values=[1, 2])
mapAB = op2.Map(setA, setB, 1, values=[-1, 0, 1]) # "inverse" map
s = op2.Sparsity((datasetAB, datasetAB), {(1, 0): [(mapB, op2.ComposedMap(mapA, mapBA), None)],
(0, 1): [(mapA, op2.ComposedMap(mapB, mapAB), None)]})
assert np.all(s._blocks[0][0].nnz == np.array([1, 1, 1, 1], dtype=IntType))
assert np.all(s._blocks[0][1].nnz == np.array([0, 2, 3, 2], dtype=IntType))
assert np.all(s._blocks[1][0].nnz == np.array([2, 3, 2], dtype=IntType))
assert np.all(s._blocks[1][1].nnz == np.array([1, 1, 1], dtype=IntType))


if __name__ == '__main__':
import os
pytest.main(os.path.abspath(__file__))

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