DAMASK_EICMD/python/tests/test_grid_filters.py

80 lines
4.0 KiB
Python

import pytest
import numpy as np
from damask import grid_filters
class TestGridFilters:
def test_cell_coord0(self):
size = np.random.random(3)
grid = np.random.randint(8,32,(3))
coord = grid_filters.cell_coord0(grid,size)
assert np.allclose(coord[0,0,0],size/grid*.5) and coord.shape == tuple(grid[::-1]) + (3,)
def test_node_coord0(self):
size = np.random.random(3)
grid = np.random.randint(8,32,(3))
coord = grid_filters.node_coord0(grid,size)
assert np.allclose(coord[-1,-1,-1],size) and coord.shape == tuple(grid[::-1]+1) + (3,)
def test_coord0(self):
size = np.random.random(3)
grid = np.random.randint(8,32,(3))
c = grid_filters.cell_coord0(grid+1,size+size/grid)
n = grid_filters.node_coord0(grid,size) + size/grid*.5
assert np.allclose(c,n)
@pytest.mark.parametrize('mode',[('cell'),('node')])
def test_grid_DNA(self,mode):
"""Ensure that xx_coord0_2_DNA is the inverse of xx_coord0."""
grid = np.random.randint(8,32,(3))
size = np.random.random(3)
origin = np.random.random(3)
coord0 = eval('grid_filters.{}_coord0(grid,size,origin)'.format(mode)) # noqa
_grid,_size,_origin = eval('grid_filters.{}_coord0_2_DNA(coord0.reshape((-1,3)))'.format(mode))
assert np.allclose(grid,_grid) and np.allclose(size,_size) and np.allclose(origin,_origin)
def test_displacement_fluct_equivalence(self):
"""Ensure that fluctuations are periodic."""
size = np.random.random(3)
grid = np.random.randint(8,32,(3))
F = np.random.random(tuple(grid)+(3,3))
assert np.allclose(grid_filters.node_displacement_fluct(size,F),
grid_filters.cell_2_node(grid_filters.cell_displacement_fluct(size,F)))
def test_interpolation_nonperiodic(self):
size = np.random.random(3)
grid = np.random.randint(8,32,(3))
F = np.random.random(tuple(grid)+(3,3))
assert np.allclose(grid_filters.node_coord(size,F) [1:-1,1:-1,1:-1],grid_filters.cell_2_node(
grid_filters.cell_coord(size,F))[1:-1,1:-1,1:-1])
@pytest.mark.parametrize('mode',[('cell'),('node')])
def test_coord0_origin(self,mode):
origin= np.random.random(3)
size = np.random.random(3) # noqa
grid = np.random.randint(8,32,(3))
shifted = eval('grid_filters.{}_coord0(grid,size,origin)'.format(mode))
unshifted = eval('grid_filters.{}_coord0(grid,size)'.format(mode))
if mode == 'cell':
assert np.allclose(shifted,unshifted+np.broadcast_to(origin,tuple(grid[::-1]) +(3,)))
elif mode == 'node':
assert np.allclose(shifted,unshifted+np.broadcast_to(origin,tuple(grid[::-1]+1)+(3,)))
@pytest.mark.parametrize('mode',[('cell'),('node')])
def test_displacement_avg_vanishes(self,mode):
"""Ensure that random fluctuations in F do not result in average displacement."""
size = np.random.random(3) # noqa
grid = np.random.randint(8,32,(3))
F = np.random.random(tuple(grid)+(3,3))
F += np.eye(3) - np.average(F,axis=(0,1,2))
assert np.allclose(eval('grid_filters.{}_displacement_avg(size,F)'.format(mode)),0.0)
@pytest.mark.parametrize('mode',[('cell'),('node')])
def test_displacement_fluct_vanishes(self,mode):
"""Ensure that constant F does not result in fluctuating displacement."""
size = np.random.random(3) # noqa
grid = np.random.randint(8,32,(3))
F = np.broadcast_to(np.random.random((3,3)), tuple(grid)+(3,3)) # noqa
assert np.allclose(eval('grid_filters.{}_displacement_fluct(size,F)'.format(mode)),0.0)