DAMASK_EICMD/python/tests/test_Geom.py

405 lines
17 KiB
Python

import os
import time
import pytest
import numpy as np
from damask import VTK
from damask import Geom
from damask import Rotation
from damask import util
def geom_equal(a,b):
return np.all(a.material == b.material) and \
np.all(a.grid == b.grid) and \
np.allclose(a.size, b.size) and \
str(a.diff(b)) == str(b.diff(a))
@pytest.fixture
def default():
"""Simple geometry."""
x=np.concatenate((np.ones(40,dtype=int),
np.arange(2,42),
np.ones(40,dtype=int)*2,
np.arange(1,41))).reshape(8,5,4,order='F')
return Geom(x,[8e-6,5e-6,4e-6])
@pytest.fixture
def reference_dir(reference_dir_base):
"""Directory containing reference results."""
return reference_dir_base/'Geom'
class TestGeom:
def test_diff_equal(self,default):
assert str(default.diff(default)) == ''
def test_diff_not_equal(self,default):
new = Geom(default.material[1:,1:,1:]+1,default.size*.9,np.ones(3)-default.origin,comments=['modified'])
assert str(default.diff(new)) != ''
def test_write_read_str(self,default,tmp_path):
default.save_ASCII(str(tmp_path/'default.geom'))
new = Geom.load_ASCII(str(tmp_path/'default.geom'))
assert geom_equal(default,new)
def test_write_read_file(self,default,tmp_path):
with open(tmp_path/'default.geom','w') as f:
default.save_ASCII(f,compress=True)
with open(tmp_path/'default.geom') as f:
new = Geom.load_ASCII(f)
assert geom_equal(default,new)
def test_read_write_vtr(self,default,tmp_path):
default.save(tmp_path/'default')
for _ in range(10):
time.sleep(.2)
if os.path.exists(tmp_path/'default.vtr'): break
new = Geom.load(tmp_path/'default.vtr')
assert geom_equal(new,default)
def test_invalid_geom(self,tmp_path):
with open(tmp_path/'invalid_file','w') as f:
f.write('this is not a valid header')
with open(tmp_path/'invalid_file','r') as f:
with pytest.raises(TypeError):
Geom.load_ASCII(f)
def test_invalid_vtr(self,tmp_path):
v = VTK.from_rectilinearGrid(np.random.randint(5,10,3)*2,np.random.random(3) + 1.0)
v.save(tmp_path/'no_materialpoint.vtr')
for _ in range(10):
time.sleep(.2)
if os.path.exists(tmp_path/'no_materialpoint.vtr'): break
with pytest.raises(ValueError):
Geom.load(tmp_path/'no_materialpoint.vtr')
def test_invalid_material(self):
with pytest.raises(TypeError):
Geom(np.zeros((3,3,3),dtype='complex'),np.ones(3))
def test_cast_to_int(self):
g = Geom(np.zeros((3,3,3)),np.ones(3))
assert g.material.dtype in np.sctypes['int']
@pytest.mark.parametrize('compress',[True,False])
def test_compress(self,default,tmp_path,compress):
default.save_ASCII(tmp_path/'default.geom',compress=compress)
new = Geom.load_ASCII(tmp_path/'default.geom')
assert geom_equal(new,default)
def test_invalid_size(self,default):
with pytest.raises(ValueError):
Geom(default.material[1:,1:,1:],
size=np.ones(2))
def test_invalid_origin(self,default):
with pytest.raises(ValueError):
Geom(default.material[1:,1:,1:],
size=np.ones(3),
origin=np.ones(4))
def test_invalid_materials_shape(self,default):
material = np.ones((3,3))
with pytest.raises(ValueError):
Geom(material,
size=np.ones(3))
def test_invalid_materials_type(self,default):
material = np.random.randint(1,300,(3,4,5))==1
with pytest.raises(TypeError):
Geom(material)
@pytest.mark.parametrize('directions,reflect',[
(['x'], False),
(['x','y','z'],True),
(['z','x','y'],False),
(['y','z'], False)
]
)
def test_mirror(self,default,update,reference_dir,directions,reflect):
modified = default.mirror(directions,reflect)
tag = f'directions={"-".join(directions)}_reflect={reflect}'
reference = reference_dir/f'mirror_{tag}.geom'
if update: modified.save_ASCII(reference)
assert geom_equal(Geom.load_ASCII(reference),
modified)
@pytest.mark.parametrize('directions',[(1,2,'y'),('a','b','x'),[1]])
def test_mirror_invalid(self,default,directions):
with pytest.raises(ValueError):
default.mirror(directions)
@pytest.mark.parametrize('directions',[
['x'],
['x','y','z'],
['z','x','y'],
['y','z'],
]
)
def test_flip(self,default,update,reference_dir,directions):
modified = default.flip(directions)
tag = f'directions={"-".join(directions)}'
reference = reference_dir/f'flip_{tag}.geom'
if update: modified.save_ASCII(reference)
assert geom_equal(Geom.load_ASCII(reference),
modified)
def test_flip_invariant(self,default):
assert geom_equal(default,default.flip([]))
@pytest.mark.parametrize('direction',[['x'],['x','y']])
def test_flip_double(self,default,direction):
assert geom_equal(default,default.flip(direction).flip(direction))
@pytest.mark.parametrize('directions',[(1,2,'y'),('a','b','x'),[1]])
def test_flip_invalid(self,default,directions):
with pytest.raises(ValueError):
default.flip(directions)
@pytest.mark.parametrize('stencil',[1,2,3,4])
@pytest.mark.parametrize('selection',[None,[1],[1,2,3]])
@pytest.mark.parametrize('periodic',[True,False])
def test_clean(self,default,update,reference_dir,stencil,selection,periodic):
current = default.clean(stencil,selection,periodic)
reference = reference_dir/f'clean_{stencil}_{"+".join(map(str,[None] if selection is None else selection))}_{periodic}'
if update and stencil > 1:
current.save(reference)
for _ in range(10):
time.sleep(.2)
if os.path.exists(reference.with_suffix('.vtr')): break
assert geom_equal(Geom.load(reference) if stencil > 1 else default,
current
)
@pytest.mark.parametrize('grid',[
(10,11,10),
[10,13,10],
np.array((10,10,10)),
np.array((8, 10,12)),
np.array((5, 4, 20)),
np.array((10,20,2))
]
)
def test_scale(self,default,update,reference_dir,grid):
modified = default.scale(grid)
tag = f'grid={util.srepr(grid,"-")}'
reference = reference_dir/f'scale_{tag}.geom'
if update: modified.save_ASCII(reference)
assert geom_equal(Geom.load_ASCII(reference),
modified)
def test_renumber(self,default):
material = default.material.copy()
for m in np.unique(material):
material[material==m] = material.max() + np.random.randint(1,30)
modified = Geom(material,
default.size,
default.origin)
assert not geom_equal(modified,default)
assert geom_equal(default,
modified.renumber())
def test_substitute(self,default):
offset = np.random.randint(1,500)
modified = Geom(default.material + offset,
default.size,
default.origin)
assert not geom_equal(modified,default)
assert geom_equal(default,
modified.substitute(np.arange(default.material.max())+1+offset,
np.arange(default.material.max())+1))
@pytest.mark.parametrize('axis_angle',[np.array([1,0,0,86.7]), np.array([0,1,0,90.4]), np.array([0,0,1,90]),
np.array([1,0,0,175]),np.array([0,-1,0,178]),np.array([0,0,1,180])])
def test_rotate360(self,default,axis_angle):
modified = default.copy()
for i in range(np.rint(360/axis_angle[3]).astype(int)):
modified.rotate(Rotation.from_axis_angle(axis_angle,degrees=True))
assert geom_equal(default,modified)
@pytest.mark.parametrize('Eulers',[[32.0,68.0,21.0],
[0.0,32.0,240.0]])
def test_rotate(self,default,update,reference_dir,Eulers):
modified = default.rotate(Rotation.from_Eulers(Eulers,degrees=True))
tag = f'Eulers={util.srepr(Eulers,"-")}'
reference = reference_dir/f'rotate_{tag}.geom'
if update: modified.save_ASCII(reference)
assert geom_equal(Geom.load_ASCII(reference),
modified)
def test_canvas(self,default):
grid = default.grid
grid_add = np.random.randint(0,30,(3))
modified = default.canvas(grid + grid_add)
assert np.all(modified.material[:grid[0],:grid[1],:grid[2]] == default.material)
@pytest.mark.parametrize('center1,center2',[(np.random.random(3)*.5,np.random.random()*8),
(np.random.randint(4,8,(3)),np.random.randint(9,12,(3)))])
@pytest.mark.parametrize('diameter',[np.random.random(3)*.5,
np.random.randint(4,10,(3)),
np.random.rand(),
np.random.randint(30)])
@pytest.mark.parametrize('exponent',[np.random.random(3)*.5,
np.random.randint(4,10,(3)),
np.random.rand()*4,
np.random.randint(20)])
def test_add_primitive_shift(self,center1,center2,diameter,exponent):
"""Same volume fraction for periodic geometries and different center."""
o = np.random.random(3)-.5
g = np.random.randint(8,32,(3))
s = np.random.random(3)+.5
G_1 = Geom(np.ones(g,'i'),s,o).add_primitive(diameter,center1,exponent)
G_2 = Geom(np.ones(g,'i'),s,o).add_primitive(diameter,center2,exponent)
assert np.count_nonzero(G_1.material!=2) == np.count_nonzero(G_2.material!=2)
@pytest.mark.parametrize('center',[np.random.randint(4,10,(3)),
np.random.randint(2,10),
np.random.rand()*4,
np.random.rand(3)*10])
@pytest.mark.parametrize('inverse',[True,False])
@pytest.mark.parametrize('periodic',[True,False])
def test_add_primitive_rotation(self,center,inverse,periodic):
"""Rotation should not change result for sphere (except for discretization errors)."""
g = np.array([32,32,32])
fill = np.random.randint(10)+2
eu=np.array([np.random.randint(4),np.random.randint(2),np.random.randint(4)])*.5*np.pi
G_1 = Geom(np.ones(g,'i'),[1.,1.,1.]).add_primitive(.3,center,1,fill,inverse=inverse,periodic=periodic)
G_2 = Geom(np.ones(g,'i'),[1.,1.,1.]).add_primitive(.3,center,1,fill,Rotation.from_Eulers(eu),inverse,periodic=periodic)
assert geom_equal(G_1,G_2)
@pytest.mark.parametrize('trigger',[[1],[]])
def test_vicinity_offset(self,trigger):
offset = np.random.randint(2,4)
vicinity = np.random.randint(2,4)
g = np.random.randint(28,40,(3))
m = np.ones(g,'i')
x = (g*np.random.permutation(np.array([.5,1,1]))).astype('i')
m[slice(0,x[0]),slice(0,x[1]),slice(0,x[2])] = 2
m2 = m.copy()
for i in [0,1,2]:
m2[(np.roll(m,+vicinity,i)-m)!=0] += offset
m2[(np.roll(m,-vicinity,i)-m)!=0] += offset
if len(trigger) > 0:
m2[m==1] = 1
geom = Geom(m,np.random.rand(3)).vicinity_offset(vicinity,offset,trigger=trigger)
assert np.all(m2==geom.material)
@pytest.mark.parametrize('periodic',[True,False])
def test_vicinity_offset_invariant(self,default,periodic):
offset = default.vicinity_offset(trigger=[default.material.max()+1,
default.material.min()-1])
assert np.all(offset.material==default.material)
@pytest.mark.parametrize('periodic',[True,False])
def test_tessellation_approaches(self,periodic):
grid = np.random.randint(10,20,3)
size = np.random.random(3) + 1.0
N_seeds= np.random.randint(10,30)
seeds = np.random.rand(N_seeds,3) * np.broadcast_to(size,(N_seeds,3))
Voronoi = Geom.from_Voronoi_tessellation( grid,size,seeds, np.arange(N_seeds)+5,periodic)
Laguerre = Geom.from_Laguerre_tessellation(grid,size,seeds,np.ones(N_seeds),np.arange(N_seeds)+5,periodic)
assert geom_equal(Laguerre,Voronoi)
def test_Laguerre_weights(self):
grid = np.random.randint(10,20,3)
size = np.random.random(3) + 1.0
N_seeds= np.random.randint(10,30)
seeds = np.random.rand(N_seeds,3) * np.broadcast_to(size,(N_seeds,3))
weights= np.full((N_seeds),-np.inf)
ms = np.random.randint(1, N_seeds+1)
weights[ms-1] = np.random.random()
Laguerre = Geom.from_Laguerre_tessellation(grid,size,seeds,weights,periodic=np.random.random()>0.5)
assert np.all(Laguerre.material == ms)
@pytest.mark.parametrize('approach',['Laguerre','Voronoi'])
def test_tessellate_bicrystal(self,approach):
grid = np.random.randint(5,10,3)*2
size = grid.astype(np.float)
seeds = np.vstack((size*np.array([0.5,0.25,0.5]),size*np.array([0.5,0.75,0.5])))
material = np.ones(grid)
material[:,grid[1]//2:,:] = 2
if approach == 'Laguerre':
geom = Geom.from_Laguerre_tessellation(grid,size,seeds,np.ones(2),periodic=np.random.random()>0.5)
elif approach == 'Voronoi':
geom = Geom.from_Voronoi_tessellation(grid,size,seeds, periodic=np.random.random()>0.5)
assert np.all(geom.material == material)
@pytest.mark.parametrize('surface',['Schwarz P',
'Double Primitive',
'Schwarz D',
'Complementary D',
'Double Diamond',
'Dprime',
'Gyroid',
'Gprime',
'Karcher K',
'Lidinoid',
'Neovius',
'Fisher-Koch S',
])
def test_minimal_surface_basic_properties(self,surface):
grid = np.random.randint(60,100,3)
size = np.ones(3)+np.random.rand(3)
threshold = np.random.rand()-.5
periods = np.random.randint(2)+1
materials = np.random.randint(0,40,2)
geom = Geom.from_minimal_surface(grid,size,surface,threshold,periods,materials)
assert geom.material.max() == materials.max() and geom.material.min() == materials.min() \
and (geom.size == size).all() and (geom.grid == grid).all()
@pytest.mark.parametrize('surface,threshold',[('Schwarz P',0),
('Double Primitive',-1./6.),
('Schwarz D',0),
('Complementary D',0),
('Double Diamond',-0.133),
('Dprime',-0.0395),
('Gyroid',0),
('Gprime',0.22913),
('Karcher K',0.17045),
('Lidinoid',0.14455),
('Neovius',0),
('Fisher-Koch S',0),
])
def test_minimal_surface_volume(self,surface,threshold):
grid = np.ones(3,dtype=int)*64
geom = Geom.from_minimal_surface(grid,np.ones(3),surface,threshold)
assert np.isclose(np.count_nonzero(geom.material==1)/np.prod(geom.grid),.5,rtol=1e-3)