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muSpectre/tests/python_binding_tests.py
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python_binding_tests.py
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#!/usr/bin/env python3
"""
file python_binding_tests.py
@author Till Junge <till.junge@epfl.ch>
@date 09 Jan 2018
@brief Unit tests for python bindings
@section LICENCE
Copyright © 2018 Till Junge
µSpectre is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License as
published by the Free Software Foundation, either version 3, or (at
your option) any later version.
µSpectre is distributed in the hope that it will be useful, but
WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
General Public License for more details.
You should have received a copy of the GNU General Public License
along with GNU Emacs; see the file COPYING. If not, write to the
Free Software Foundation, Inc., 59 Temple Place - Suite 330,
Boston, MA 02111-1307, USA.
"""
import unittest
import numpy as np
from python_test_imports import µ
from python_fft_tests import FFT_Check
from python_projection_tests import *
class SystemCheck(unittest.TestCase):
def test_Construction(self):
"""
Simple check for system constructors
"""
resolution = [5,7]
lengths = [5.2, 8.3]
formulation = µ.Formulation.small_strain
try:
sys = µ.SystemFactory(resolution,
lengths,
formulation)
mat = µ.material.MaterialLinearElastic1_2d.make(sys, "material", 210e9, .33)
except Exception as err:
print(err)
raise err
class MaterialLinearElastic1_2dCheck(unittest.TestCase):
def setUp(self):
self.resolution = [5,7]
self.lengths = [5.2, 8.3]
self.formulation = µ.Formulation.small_strain
self.sys = µ.SystemFactory(self.resolution,
self.lengths,
self.formulation)
self.mat = µ.material.MaterialLinearElastic1_2d.make(
self.sys, "material", 210e9, .33)
def test_add_material(self):
self.mat.add_pixel([2,1])
class SolverCheck(unittest.TestCase):
def setUp(self):
self.resolution = [3, 3]#[5,7]
self.lengths = [3., 3.]#[5.2, 8.3]
self.formulation = µ.Formulation.finite_strain
self.sys = µ.SystemFactory(self.resolution,
self.lengths,
self.formulation)
self.hard = µ.material.MaterialLinearElastic1_2d.make(
self.sys, "hard", 210e9, .33)
self.soft = µ.material.MaterialLinearElastic1_2d.make(
self.sys, "soft", 70e9, .33)
def test_solve(self):
for i, pixel in enumerate(self.sys):
if i < 3:
self.hard.add_pixel(pixel)
else:
self.soft.add_pixel(pixel)
self.sys.initialise()
tol = 1e-6
Del0 = np.array([[0, .1],
[0, 0]])
maxiter = 100
verbose = 0
solver=µ.solvers.SolverCG(self.sys, tol, maxiter, verbose)
r = µ.solvers.de_geus(self.sys, Del0,
solver,tol, verbose)
#print(r)
class EigenStrainCheck(unittest.TestCase):
def setUp(self):
self.resolution = [3, 3]#[5,7]
self.lengths = [3., 3.]#[5.2, 8.3]
self.formulation = µ.Formulation.small_strain
self.cell1 = µ.SystemFactory(self.resolution,
self.lengths,
self.formulation)
self.cell2 = µ.SystemFactory(self.resolution,
self.lengths,
self.formulation)
self.mat1 = µ.material.MaterialLinearElastic1_2d.make(
self.cell1, "simple", 210e9, .33)
self.mat2 = µ.material.MaterialLinearElastic2_2d.make(
self.cell2, "eigen", 210e9, .33)
def test_solve(self):
print("start test_solve")
grad = np.array([[1.1, .2],
[ .3, 1.5]])
gl_strain = -0.5*(grad.T.dot(grad) - np.eye(2))
gl_strain = -0.5*(grad.T + grad - 2*np.eye(2))
grad = -gl_strain
print("grad =\n{}\ngl_strain =\n{}".format(grad, gl_strain))
for i, pixel in enumerate(self.cell1):
self.mat1.add_pixel(pixel)
self.mat2.add_pixel(pixel, gl_strain)
self.cell1.initialise()
self.cell2.initialise()
tol = 1e-6
Del0_1 = grad
Del0_2 = np.zeros_like(grad)
maxiter = 2
verbose = 0
def solve(cell, grad):
solver=µ.solvers.SolverCG(cell, tol, maxiter, verbose)
r = µ.solvers.newton_cg(cell, grad,
solver, tol, tol, verbose)
return r
results = [solve(cell, del0) for (cell, del0)
in zip((self.cell1, self.cell2),
(Del0_1, Del0_2))]
P1 = results[0].stress
P2 = results[1].stress
error = np.linalg.norm(P1-P2)/np.linalg.norm(.5*(P1+P2))
print("cell 1, no eigenstrain")
print("P1:\n{}".format(P1[:,0]))
print("F1:\n{}".format(results[0].grad[:,0]))
print("cell 2, with eigenstrain")
print("P2:\n{}".format(P2[:,0]))
print("F2:\n{}".format(results[1].grad[:,0]))
print("end test_solve")
self.assertLess(error, tol)
if __name__ == '__main__':
unittest.main()
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