DAMASK_EICMD/python/tests/test_Orientation.py

77 lines
3.2 KiB
Python

import os
from itertools import permutations
import pytest
import numpy as np
import damask
from damask import Rotation
from damask import Orientation
from damask import Lattice
n = 1000
def IPF_color(orientation,direction):
"""TSL color of inverse pole figure for given axis (non-vectorized)."""
for o in orientation.equivalent:
pole = o.rotation@direction
inSST,color = orientation.lattice.in_SST(pole,color=True)
if inSST: break
return color
@pytest.fixture
def reference_dir(reference_dir_base):
"""Directory containing reference results."""
return os.path.join(reference_dir_base,'Rotation')
class TestOrientation:
@pytest.mark.parametrize('color',[{'label':'red', 'RGB':[1,0,0],'direction':[0,0,1]},
{'label':'green','RGB':[0,1,0],'direction':[0,1,1]},
{'label':'blue', 'RGB':[0,0,1],'direction':[1,1,1]}])
@pytest.mark.parametrize('lattice',['fcc','bcc'])
def test_IPF_cubic(self,color,lattice):
cube = damask.Orientation(damask.Rotation(),lattice)
for direction in set(permutations(np.array(color['direction']))):
assert np.allclose(cube.IPF_color(np.array(direction)),np.array(color['RGB']))
@pytest.mark.parametrize('lattice',Lattice.lattices)
def test_IPF_equivalent(self,set_of_quaternions,lattice):
direction = np.random.random(3)*2.0-1
for ori in Orientation(Rotation(set_of_quaternions),lattice)[200]:
color = ori.IPF_color(direction)
for equivalent in ori.equivalent:
assert np.allclose(color,equivalent.IPF_color(direction))
@pytest.mark.parametrize('lattice',Lattice.lattices)
def test_IPF_vectorize(self,set_of_quaternions,lattice):
for ori in Orientation(Rotation(set_of_quaternions),lattice)[200]:
direction = np.random.random(3)*2.0-1
assert np.allclose(ori.IPF_color(direction),IPF_color(ori,direction))
@pytest.mark.parametrize('model',['Bain','KS','GT','GT_prime','NW','Pitsch'])
@pytest.mark.parametrize('lattice',['fcc','bcc'])
def test_relationship_forward_backward(self,model,lattice):
ori = Orientation(Rotation.from_random(),lattice)
for i,r in enumerate(ori.relatedOrientations(model)):
ori2 = r.relatedOrientations(model)[i]
misorientation = ori.rotation.misorientation(ori2.rotation)
assert misorientation.asAxisAngle(degrees=True)[3]<1.0e-5
@pytest.mark.parametrize('model',['Bain','KS','GT','GT_prime','NW','Pitsch'])
@pytest.mark.parametrize('lattice',['fcc','bcc'])
def test_relationship_reference(self,update,reference_dir,model,lattice):
reference = os.path.join(reference_dir,'{}_{}.txt'.format(lattice,model))
ori = Orientation(Rotation(),lattice)
eu = np.array([o.rotation.as_Eulers(degrees=True) for o in ori.relatedOrientations(model)])
if update:
coords = np.array([(1,i+1) for i,x in enumerate(eu)])
table = damask.Table(eu,{'Eulers':(3,)})
table.add('pos',coords)
table.to_ASCII(reference)
assert np.allclose(eu,damask.Table.from_ASCII(reference).get('Eulers'))