DAMASK_EICMD/python/tests/test_ConfigMaterial.py

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import sys
import os
import pytest
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import numpy as np
from damask import ConfigMaterial
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from damask import Table
from damask import Rotation
from damask import Grid
@pytest.fixture
def ref_path(ref_path_base):
"""Directory containing reference results."""
return ref_path_base/'ConfigMaterial'
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class TestConfigMaterial:
def test_init_empty(self):
c = ConfigMaterial()
assert len(c) == 3
assert c['homogenization'] == {}
assert c['phase'] == {}
assert c['material'] == []
def test_init_d(self):
c = ConfigMaterial(config={'phase':4})
assert len(c) == 1
assert c['phase'] == 4
@pytest.mark.parametrize('kwargs',[{'homogenization':{'SX':{}}},
{'phase':{'Aluminum':{}}},
{'material':[{'A':1},{'B':2}]}])
def test_init_some(self,kwargs):
c = ConfigMaterial(**kwargs)
assert len(c) == 3
for k,v in kwargs.items():
if k in kwargs: assert v == kwargs[k]
@pytest.mark.parametrize('fname',[None,'test.yaml'])
def test_load_save(self,ref_path,tmp_path,fname):
reference = ConfigMaterial.load(ref_path/'material.yaml')
os.chdir(tmp_path)
if fname is None:
reference.save()
new = ConfigMaterial.load('material.yaml')
else:
reference.save(fname)
new = ConfigMaterial.load(fname)
assert reference == new
def test_valid_complete(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
assert material_config.is_valid and material_config.is_complete
def test_invalid_lattice(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
material_config['phase']['Aluminum']['lattice']='fxc'
assert not material_config.is_valid
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def test_invalid_orientation(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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material_config['material'][0]['constituents'][0]['O']=[0,0,0,0]
assert not material_config.is_valid
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@pytest.mark.xfail(sys.platform == 'win32', reason='utf8 "not equal" might cause trouble')
def test_invalid_fraction(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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material_config['material'][0]['constituents'][0]['v']=.9
assert not material_config.is_valid
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@pytest.mark.parametrize('item',['homogenization','phase','material'])
def test_incomplete_missing(self,ref_path,item):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
del material_config[item]
assert not material_config.is_complete
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@pytest.mark.parametrize('item',['O','phase'])
def test_incomplete_material_constituent(self,ref_path,item):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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del material_config['material'][0]['constituents'][0][item]
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assert not material_config.is_complete
def test_incomplete_material_homogenization(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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del material_config['material'][0]['homogenization']
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assert not material_config.is_complete
def test_incomplete_wrong_phase(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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new = material_config.material_rename_phase({'Steel':'FeNbC'})
assert not new.is_complete
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def test_incomplete_wrong_homogenization(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
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new = material_config.material_rename_homogenization({'Taylor':'isostrain'})
assert not new.is_complete
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def test_empty_phase(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
material_config['phase'] = None
assert not material_config.is_complete
def test_empty_homogenization(self,ref_path):
material_config = ConfigMaterial.load(ref_path/'material.yaml')
material_config['homogenization'] = None
assert not material_config.is_complete
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def test_from_table(self):
N = np.random.randint(3,10)
a = np.vstack((np.hstack((np.arange(N),np.arange(N)[::-1])),
np.zeros(N*2),np.ones(N*2),np.zeros(N*2),np.zeros(N*2),
np.ones(N*2),
)).T
t = Table({'varying':1,'constant':4,'ones':1},a)
c = ConfigMaterial.from_table(t,**{'phase':'varying','O':'constant','homogenization':'ones'})
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assert len(c['material']) == N
for i,m in enumerate(c['material']):
assert m['homogenization'] == 1 and (m['constituents'][0]['O'] == [0,1,0,0]).all()
def test_updated_dicts(self,ref_path):
m1 = ConfigMaterial().material_add(phase=['Aluminum'],O=[1.0,0.0,0.0,0.0],homogenization='SX')
m2 = ConfigMaterial.load(ref_path/'material.yaml')
for k in m2['phase']:
m2 = m2.material_add(phase=[k],O=[1.0,0.0,0.0,0.0],homogenization='SX')
assert not m2['phase'].get(k) is None
assert m1['phase'].get('Aluminum') is None
assert m1['homogenization'].get('SX') is None
def test_from_table_with_constant(self):
N = np.random.randint(3,10)
a = np.vstack((np.hstack((np.arange(N),np.arange(N)[::-1])),
np.zeros(N*2),np.ones(N*2),np.zeros(N*2),np.zeros(N*2),
np.ones(N*2),
)).T
t = Table({'varying':1,'constant':4,'ones':1},a)
c = ConfigMaterial.from_table(t,**{'phase':'varying','O':'constant','homogenization':1})
assert len(c['material']) == N
for i,m in enumerate(c['material']):
assert m['homogenization'] == 1 and (m['constituents'][0]['O'] == [0,1,0,0]).all()
@pytest.mark.parametrize('N,n,kw',[
(1,1,{'phase':'Gold',
'O':[1,0,0,0],
'V_e':np.eye(3),
'homogenization':'SX'}),
(3,1,{'phase':'Gold',
'O':Rotation.from_random(3),
'V_e':np.broadcast_to(np.eye(3),(3,3,3)),
'homogenization':'SX'}),
(2,3,{'phase':np.broadcast_to(['a','b','c'],(2,3)),
'O':Rotation.from_random((2,3)),
'V_e':np.broadcast_to(np.eye(3),(2,3,3,3)),
'homogenization':['SX','PX']}),
])
def test_material_add(self,kw,N,n):
m = ConfigMaterial().material_add(**kw)
assert len(m['material']) == N
assert len(m['material'][0]['constituents']) == n
@pytest.mark.parametrize('shape',[(),(4,),(5,2)])
@pytest.mark.parametrize('kw',[{'V_e':np.random.rand(3,3)},
{'O':np.random.rand(4)},
{'v':np.array(2)}])
def test_material_add_invalid(self,kw,shape):
kw = {arg:np.broadcast_to(val,shape+val.shape) for arg,val in kw.items()}
with pytest.raises(ValueError):
ConfigMaterial().material_add(**kw)
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@pytest.mark.parametrize('v',[2,np.ones(3)*2,np.ones((2,2))])
def test_material_add_invalid_v(self,v):
with pytest.raises(ValueError):
ConfigMaterial().material_add(v=v)
@pytest.mark.parametrize('cell_ensemble_data',[None,'CellEnsembleData'])
def test_load_DREAM3D(self,ref_path,cell_ensemble_data):
grain_c = ConfigMaterial.load_DREAM3D(ref_path/'2phase_irregularGrid.dream3d','Grain Data',
cell_ensemble_data = cell_ensemble_data)
point_c = ConfigMaterial.load_DREAM3D(ref_path/'2phase_irregularGrid.dream3d',
cell_ensemble_data = cell_ensemble_data)
assert point_c.is_valid and grain_c.is_valid and \
len(point_c['material'])+1 == len(grain_c['material'])
grain_m = Grid.load_DREAM3D(ref_path/'2phase_irregularGrid.dream3d','FeatureIds').material.flatten()
point_m = Grid.load_DREAM3D(ref_path/'2phase_irregularGrid.dream3d').material.flatten()
for i in np.unique(point_m):
j = int(grain_m[(point_m==i).nonzero()[0][0]])
assert np.allclose(point_c['material'][i]['constituents'][0]['O'],
grain_c['material'][j]['constituents'][0]['O'])
assert point_c['material'][i]['constituents'][0]['phase'] == \
grain_c['material'][j]['constituents'][0]['phase']
def test_load_DREAM3D_reference(self,tmp_path,ref_path,update):
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cur = ConfigMaterial.load_DREAM3D(ref_path/'measured.dream3d')
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ref = ConfigMaterial.load(ref_path/'measured.material.yaml')
if update:
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cur.save(ref_path/'measured.material.yaml')
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for i,m in enumerate(ref['material']):
assert Rotation(m['constituents'][0]['O']).isclose(Rotation(cur['material'][i]['constituents'][0]['O']))
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assert cur.is_valid and cur['phase'] == ref['phase'] and cur['homogenization'] == ref['homogenization']