meanas/fdfd_tools/test_fdtd.py

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2019-07-15 01:21:12 -07:00
import unittest
import numpy
from fdfd_tools import fdtd
class TestBasic2D(unittest.TestCase):
def setUp(self):
shape = [3, 5, 5, 1]
dt = 0.5
epsilon = numpy.ones(shape, dtype=float)
src_mask = numpy.zeros_like(epsilon, dtype=bool)
src_mask[1, 2, 2, 0] = True
e = numpy.zeros_like(epsilon)
h = numpy.zeros_like(epsilon)
e[src_mask] = 32
es = [e]
hs = [h]
eh2h = fdtd.maxwell_h(dt=dt)
eh2e = fdtd.maxwell_e(dt=dt)
for _ in range(9):
e = e.copy()
h = h.copy()
eh2h(e, h)
eh2e(e, h, epsilon)
es.append(e)
hs.append(h)
self.es = es
self.hs = hs
self.dt = dt
self.epsilon = epsilon
self.src_mask = src_mask
def test_initial_fields(self):
# Make sure initial fields didn't change
e0 = self.es[0]
h0 = self.hs[0]
self.assertEqual(e0[1, 2, 2, 0], 32)
self.assertFalse(e0[~self.src_mask].any())
self.assertFalse(h0.any())
def test_initial_energy(self):
e0 = self.es[0]
h0 = self.hs[0]
h1 = self.hs[1]
mask = self.src_mask[1]
# Make sure initial energy and E dot J are correct
energy0 = fdtd.energy_estep(h0=h0, e1=e0, h2=self.hs[1])
e_dot_j_0 = fdtd.delta_energy_j(j0=e0 - 0, e1=e0)
self.assertEqual(energy0[mask], 32 * 32)
self.assertFalse(energy0[~mask].any())
self.assertEqual(e_dot_j_0[mask], 32 * 32)
self.assertFalse(e_dot_j_0[~mask].any())
def test_energy_conservation(self):
for ii in range(1, 8):
with self.subTest(i=ii):
u_estep = fdtd.energy_estep(h0=self.hs[ii], e1=self.es[ii], h2=self.hs[ii + 1])
u_hstep = fdtd.energy_hstep(e0=self.es[ii-1], h1=self.hs[ii], e2=self.es[ii])
self.assertTrue(numpy.allclose(u_estep.sum(), 32 * 32))
self.assertTrue(numpy.allclose(u_hstep.sum(), 32 * 32))