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Parallel

Make sure the code works in parallel

Why does the quadrilateral quadrature points need to be mirrored in y=x?

Test code for integrating f = 2*x+y using (0.5, 0.1) as quadrature rule. The exact integral should be 2*0.5+0.1 = 1.1, which is obtained if we mirror the quadrature points.

NB: we do this mirroring in call_basix.

import dolfinx
from mpi4py import MPI
import numpy as np
import ufl
import customquad as cq

cell_type = dolfinx.mesh.CellType.quadrilateral
mesh = dolfinx.mesh.create_unit_square(MPI.COMM_WORLD, 1, 1, cell_type)
cells = [0]

x = ufl.SpatialCoordinate(mesh)
integrand = 2 * x[0] + x[1]
form = dolfinx.fem.form(
    integrand * ufl.dx(metadata={"quadrature_rule": "runtime"}, domain=mesh)
)

qr_pts = np.array([[0.5, 0.1]])
qr_w = np.array([[1.0]])
m_exact = 1.1 # 2*0.5 + 0.1

qr_data = [(cells, qr_pts, qr_w)]
m = cq.assemble_scalar(form, qr_data)

# Mirror qr in y=x
qr_pts2 = qr_pts.copy()
qr_pts2[:, [1, 0]] = qr_pts2[:, [0, 1]]
qr_data2 = [(cells, qr_pts2, qr_w)]
m2 = cq.assemble_scalar(form, qr_data2)

print(qr_pts, m, m2, m_exact)

This gives [[0.5 0.1]] 0.6999999999999997 1.0999999999999996 1.1.

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