358 lines
16 KiB
Python
358 lines
16 KiB
Python
import os
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import time
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import pytest
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import numpy as np
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from damask import VTK
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from damask import Geom
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from damask import Rotation
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from damask import util
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def geom_equal(a,b):
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return np.all(a.get_microstructure() == b.get_microstructure()) and \
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np.all(a.get_grid() == b.get_grid()) and \
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np.allclose(a.get_size(), b.get_size()) and \
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str(a.diff(b)) == str(b.diff(a))
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@pytest.fixture
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def default():
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"""Simple geometry."""
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x=np.concatenate((np.ones(40,dtype=int),
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np.arange(2,42),
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np.ones(40,dtype=int)*2,
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np.arange(1,41))).reshape(8,5,4,order='F')
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return Geom(x,[8e-6,5e-6,4e-6])
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@pytest.fixture
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def reference_dir(reference_dir_base):
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"""Directory containing reference results."""
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return reference_dir_base/'Geom'
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class TestGeom:
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@pytest.mark.parametrize('flavor',['plain','explicit'])
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def test_duplicate(self,default,flavor):
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if flavor == 'plain':
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modified = default.duplicate()
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elif flavor == 'explicit':
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modified = default.duplicate(
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default.get_microstructure(),
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default.get_size(),
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default.get_origin()
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)
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print(modified)
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assert geom_equal(default,modified)
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def test_diff_equal(self,default):
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assert str(default.diff(default)) == ''
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def test_diff_not_equal(self,default):
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new = Geom(default.microstructure[1:,1:,1:]+1,default.size*.9,np.ones(3)-default.origin,comments=['modified'])
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assert str(default.diff(new)) != ''
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@pytest.mark.parametrize('masked',[True,False])
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def test_set_microstructure(self,default,masked):
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old = default.get_microstructure()
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new = np.random.randint(200,size=default.grid)
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default.set_microstructure(np.ma.MaskedArray(new,np.full_like(new,masked)))
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assert np.all(default.microstructure==(old if masked else new))
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def test_write_read_str(self,default,tmpdir):
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default.to_file(str(tmpdir/'default.geom'))
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new = Geom.from_file(str(tmpdir/'default.geom'))
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assert geom_equal(default,new)
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def test_write_read_file(self,default,tmpdir):
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with open(tmpdir/'default.geom','w') as f:
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default.to_file(f,pack=True)
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with open(tmpdir/'default.geom') as f:
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new = Geom.from_file(f)
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assert geom_equal(default,new)
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def test_write_as_ASCII(self,default,tmpdir):
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with open(tmpdir/'str.geom','w') as f:
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f.write(default.as_ASCII())
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with open(tmpdir/'str.geom') as f:
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new = Geom.from_file(f)
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assert geom_equal(default,new)
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def test_read_write_vtr(self,default,tmpdir):
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default.to_vtr(tmpdir/'default')
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print(default.to_vtr())
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for _ in range(10):
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time.sleep(.2)
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if os.path.exists(tmpdir/'default.vtr'): break
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new = Geom.from_vtr(tmpdir/'default.vtr')
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assert geom_equal(new,default)
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def test_invalid_geom(self,tmpdir):
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with open('invalid_file','w') as f:
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f.write('this is not a valid header')
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with open('invalid_file','r') as f:
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with pytest.raises(TypeError):
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Geom.from_file(f)
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def test_invalid_vtr(self,tmpdir):
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v = VTK.from_rectilinearGrid(np.random.randint(5,10,3)*2,np.random.random(3) + 1.0)
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v.write(tmpdir/'no_materialpoint.vtr')
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for _ in range(10):
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time.sleep(.2)
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if os.path.exists(tmpdir/'no_materialpoint.vtr'): break
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with pytest.raises(ValueError):
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Geom.from_vtr(tmpdir/'no_materialpoint.vtr')
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@pytest.mark.parametrize('pack',[True,False])
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def test_pack(self,default,tmpdir,pack):
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default.to_file(tmpdir/'default.geom',pack=pack)
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new = Geom.from_file(tmpdir/'default.geom')
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assert geom_equal(new,default)
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def test_invalid_combination(self,default):
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with pytest.raises(ValueError):
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default.duplicate(default.microstructure[1:,1:,1:],size=np.ones(3), autosize=True)
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def test_invalid_size(self,default):
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with pytest.raises(ValueError):
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default.duplicate(default.microstructure[1:,1:,1:],size=np.ones(2))
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def test_invalid_origin(self,default):
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with pytest.raises(ValueError):
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default.duplicate(default.microstructure[1:,1:,1:],origin=np.ones(4))
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def test_invalid_microstructure_size(self,default):
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microstructure = np.ones((3,3))
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with pytest.raises(ValueError):
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default.duplicate(microstructure)
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def test_invalid_microstructure_type(self,default):
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microstructure = np.random.randint(1,300,(3,4,5))==1
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with pytest.raises(TypeError):
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default.duplicate(microstructure)
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def test_invalid_homogenization(self,default):
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with pytest.raises(TypeError):
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default.set_homogenization(homogenization=0)
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@pytest.mark.parametrize('directions,reflect',[
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(['x'], False),
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(['x','y','z'],True),
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(['z','x','y'],False),
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(['y','z'], False)
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]
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)
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def test_mirror(self,default,update,reference_dir,directions,reflect):
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modified = default.mirror(directions,reflect)
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tag = f'directions={"-".join(directions)}_reflect={reflect}'
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reference = reference_dir/f'mirror_{tag}.geom'
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if update: modified.to_file(reference)
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assert geom_equal(Geom.from_file(reference),
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modified)
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@pytest.mark.parametrize('directions',[(1,2,'y'),('a','b','x'),[1]])
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def test_mirror_invalid(self,default,directions):
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with pytest.raises(ValueError):
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default.mirror(directions)
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@pytest.mark.parametrize('directions',[
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['x'],
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['x','y','z'],
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['z','x','y'],
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['y','z'],
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]
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)
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def test_flip(self,default,update,reference_dir,directions):
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modified = default.flip(directions)
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tag = f'directions={"-".join(directions)}'
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reference = reference_dir/f'flip_{tag}.geom'
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if update: modified.to_file(reference)
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assert geom_equal(Geom.from_file(reference),
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modified)
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def test_flip_invariant(self,default):
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assert geom_equal(default,default.flip([]))
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@pytest.mark.parametrize('direction',[['x'],['x','y']])
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def test_flip_double(self,default,direction):
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assert geom_equal(default,default.flip(direction).flip(direction))
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@pytest.mark.parametrize('directions',[(1,2,'y'),('a','b','x'),[1]])
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def test_flip_invalid(self,default,directions):
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with pytest.raises(ValueError):
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default.flip(directions)
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@pytest.mark.parametrize('stencil',[1,2,3,4])
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@pytest.mark.parametrize('selection',[None,[1],[1,2,3]])
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@pytest.mark.parametrize('periodic',[True,False])
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def test_clean(self,default,update,reference_dir,stencil,selection,periodic):
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current = default.clean(stencil,selection,periodic)
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reference = reference_dir/f'clean_{stencil}_{"+".join(map(str,[None] if selection is None else selection))}_{periodic}'
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if update and stencil > 1:
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current.to_vtr(reference)
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for _ in range(10):
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time.sleep(.2)
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if os.path.exists(reference.with_suffix('.vtr')): break
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assert geom_equal(Geom.from_vtr(reference) if stencil > 1 else default,
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current
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)
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@pytest.mark.parametrize('grid',[
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(10,11,10),
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[10,13,10],
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np.array((10,10,10)),
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np.array((8, 10,12)),
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np.array((5, 4, 20)),
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np.array((10,20,2))
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]
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)
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def test_scale(self,default,update,reference_dir,grid):
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modified = default.scale(grid)
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tag = f'grid={util.srepr(grid,"-")}'
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reference = reference_dir/f'scale_{tag}.geom'
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if update: modified.to_file(reference)
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assert geom_equal(Geom.from_file(reference),
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modified)
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def test_renumber(self,default):
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microstructure = default.get_microstructure()
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for m in np.unique(microstructure):
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microstructure[microstructure==m] = microstructure.max() + np.random.randint(1,30)
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modified = default.duplicate(microstructure)
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assert not geom_equal(modified,default)
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assert geom_equal(default,
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modified.renumber())
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def test_substitute(self,default):
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offset = np.random.randint(1,500)
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modified = default.duplicate(default.get_microstructure() + offset)
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assert not geom_equal(modified,default)
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assert geom_equal(default,
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modified.substitute(np.arange(default.microstructure.max())+1+offset,
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np.arange(default.microstructure.max())+1))
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@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]),
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np.array([1,0,0,175]),np.array([0,-1,0,178]),np.array([0,0,1,180])])
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def test_rotate360(self,default,axis_angle):
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modified = default.copy()
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for i in range(np.rint(360/axis_angle[3]).astype(int)):
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modified.rotate(Rotation.from_axis_angle(axis_angle,degrees=True))
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assert geom_equal(default,modified)
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@pytest.mark.parametrize('Eulers',[[32.0,68.0,21.0],
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[0.0,32.0,240.0]])
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def test_rotate(self,default,update,reference_dir,Eulers):
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modified = default.rotate(Rotation.from_Eulers(Eulers,degrees=True))
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tag = f'Eulers={util.srepr(Eulers,"-")}'
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reference = reference_dir/f'rotate_{tag}.geom'
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if update: modified.to_file(reference)
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assert geom_equal(Geom.from_file(reference),
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modified)
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def test_canvas(self,default):
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grid = default.grid
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grid_add = np.random.randint(0,30,(3))
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modified = default.canvas(grid + grid_add)
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assert np.all(modified.microstructure[:grid[0],:grid[1],:grid[2]] == default.microstructure)
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@pytest.mark.parametrize('center1,center2',[(np.random.random(3)*.5,np.random.random()*8),
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(np.random.randint(4,8,(3)),np.random.randint(9,12,(3)))])
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@pytest.mark.parametrize('diameter',[np.random.random(3)*.5,
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np.random.randint(4,10,(3)),
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np.random.rand(),
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np.random.randint(30)])
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@pytest.mark.parametrize('exponent',[np.random.random(3)*.5,
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np.random.randint(4,10,(3)),
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np.random.rand()*4,
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np.random.randint(20)])
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def test_add_primitive_shift(self,center1,center2,diameter,exponent):
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"""Same volume fraction for periodic microstructures and different center."""
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o = np.random.random(3)-.5
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g = np.random.randint(8,32,(3))
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s = np.random.random(3)+.5
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G_1 = Geom(np.ones(g,'i'),s,o).add_primitive(diameter,center1,exponent)
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G_2 = Geom(np.ones(g,'i'),s,o).add_primitive(diameter,center2,exponent)
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assert np.count_nonzero(G_1.microstructure!=2) == np.count_nonzero(G_2.microstructure!=2)
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@pytest.mark.parametrize('center',[np.random.randint(4,10,(3)),
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np.random.randint(2,10),
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np.random.rand()*4,
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np.random.rand(3)*10])
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@pytest.mark.parametrize('inverse',[True,False])
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@pytest.mark.parametrize('periodic',[True,False])
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def test_add_primitive_rotation(self,center,inverse,periodic):
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"""Rotation should not change result for sphere (except for discretization errors)."""
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g = np.array([32,32,32])
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fill = np.random.randint(10)+2
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eu=np.array([np.random.randint(4),np.random.randint(2),np.random.randint(4)])*.5*np.pi
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G_1 = Geom(np.ones(g,'i'),[1.,1.,1.]).add_primitive(.3,center,1,fill,inverse=inverse,periodic=periodic)
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G_2 = Geom(np.ones(g,'i'),[1.,1.,1.]).add_primitive(.3,center,1,fill,Rotation.from_Eulers(eu),inverse,periodic=periodic)
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assert geom_equal(G_1,G_2)
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@pytest.mark.parametrize('trigger',[[1],[]])
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def test_vicinity_offset(self,trigger):
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offset = np.random.randint(2,4)
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vicinity = np.random.randint(2,4)
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g = np.random.randint(28,40,(3))
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m = np.ones(g,'i')
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x = (g*np.random.permutation(np.array([.5,1,1]))).astype('i')
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m[slice(0,x[0]),slice(0,x[1]),slice(0,x[2])] = 2
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m2 = m.copy()
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for i in [0,1,2]:
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m2[(np.roll(m,+vicinity,i)-m)!=0] += offset
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m2[(np.roll(m,-vicinity,i)-m)!=0] += offset
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if len(trigger) > 0:
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m2[m==1] = 1
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geom = Geom(m,np.random.rand(3)).vicinity_offset(vicinity,offset,trigger=trigger)
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assert np.all(m2==geom.microstructure)
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@pytest.mark.parametrize('periodic',[True,False])
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def test_vicinity_offset_invariant(self,default,periodic):
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old = default.get_microstructure()
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default.vicinity_offset(trigger=[old.max()+1,old.min()-1])
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assert np.all(old==default.microstructure)
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@pytest.mark.parametrize('periodic',[True,False])
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def test_tessellation_approaches(self,periodic):
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grid = np.random.randint(10,20,3)
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size = np.random.random(3) + 1.0
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N_seeds= np.random.randint(10,30)
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seeds = np.random.rand(N_seeds,3) * np.broadcast_to(size,(N_seeds,3))
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Voronoi = Geom.from_Voronoi_tessellation( grid,size,seeds, periodic)
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Laguerre = Geom.from_Laguerre_tessellation(grid,size,seeds,np.ones(N_seeds),periodic)
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assert geom_equal(Laguerre,Voronoi)
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def test_Laguerre_weights(self):
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grid = np.random.randint(10,20,3)
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size = np.random.random(3) + 1.0
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N_seeds= np.random.randint(10,30)
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seeds = np.random.rand(N_seeds,3) * np.broadcast_to(size,(N_seeds,3))
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weights= np.full((N_seeds),-np.inf)
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ms = np.random.randint(1, N_seeds+1)
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weights[ms-1] = np.random.random()
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Laguerre = Geom.from_Laguerre_tessellation(grid,size,seeds,weights,np.random.random()>0.5)
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assert np.all(Laguerre.microstructure == ms)
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@pytest.mark.parametrize('approach',['Laguerre','Voronoi'])
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def test_tessellate_bicrystal(self,approach):
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grid = np.random.randint(5,10,3)*2
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size = grid.astype(np.float)
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seeds = np.vstack((size*np.array([0.5,0.25,0.5]),size*np.array([0.5,0.75,0.5])))
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microstructure = np.ones(grid)
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microstructure[:,grid[1]//2:,:] = 2
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if approach == 'Laguerre':
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geom = Geom.from_Laguerre_tessellation(grid,size,seeds,np.ones(2),np.random.random()>0.5)
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elif approach == 'Voronoi':
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geom = Geom.from_Voronoi_tessellation(grid,size,seeds, np.random.random()>0.5)
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assert np.all(geom.microstructure == microstructure)
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