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rowanc1
137 lines
6.2 KiB
Python
137 lines
6.2 KiB
Python
import numpy as np
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import unittest
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from SimPEG import *
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from TestUtils import checkDerivative
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class TestInnerProductsDerivs(unittest.TestCase):
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def doTestFace(self, h, rep, vec, fast):
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mesh = Mesh.TensorMesh(h)
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v = np.random.rand(mesh.nF)
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def fun(sig):
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M = mesh.getFaceInnerProduct(sig)
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if vec:
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Md = mesh.getFaceInnerProductDeriv(sig, v=v, doFast=fast)
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return M*v, Md
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Md = mesh.getFaceInnerProductDeriv(sig, doFast=fast)
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return M*v, Utils.sdiag(v)*Md
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sig = np.random.rand(1) if rep is 0 else np.random.rand(mesh.nC*rep)
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return checkDerivative(fun, sig, num=5, plotIt=False)
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def doTestEdge(self, h, rep, vec, fast):
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mesh = Mesh.TensorMesh(h)
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v = np.random.rand(mesh.nE)
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def fun(sig):
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M = mesh.getEdgeInnerProduct(sig)
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if vec:
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Md = mesh.getEdgeInnerProductDeriv(sig, v=v, doFast=fast)
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return M*v, Md
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Md = mesh.getEdgeInnerProductDeriv(sig, doFast=fast)
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return M*v, Utils.sdiag(v)*Md
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sig = np.random.rand(1) if rep is 0 else np.random.rand(mesh.nC*rep)
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return checkDerivative(fun, sig, num=5, plotIt=False)
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def test_FaceIP_1D_float(self):
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self.assertTrue(self.doTestFace([10],0,True, False))
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def test_FaceIP_2D_float(self):
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self.assertTrue(self.doTestFace([10, 4],0,True, False))
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def test_FaceIP_3D_float(self):
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self.assertTrue(self.doTestFace([10, 4, 5],0,True, False))
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def test_FaceIP_1D_isotropic(self):
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self.assertTrue(self.doTestFace([10],1,True, False))
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def test_FaceIP_2D_isotropic(self):
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self.assertTrue(self.doTestFace([10, 4],1,True, False))
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def test_FaceIP_3D_isotropic(self):
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self.assertTrue(self.doTestFace([10, 4, 5],1,True, False))
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def test_FaceIP_2D_anisotropic(self):
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self.assertTrue(self.doTestFace([10, 4],2,True, False))
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def test_FaceIP_3D_anisotropic(self):
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self.assertTrue(self.doTestFace([10, 4, 5],3,True, False))
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def test_FaceIP_2D_tensor(self):
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self.assertTrue(self.doTestFace([10, 4],3,True, False))
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def test_FaceIP_3D_tensor(self):
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self.assertTrue(self.doTestFace([10, 4, 5],6,True, False))
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def test_FaceIP_1D_float_fast(self):
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self.assertTrue(self.doTestFace([10],0, False, True))
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def test_FaceIP_2D_float_fast(self):
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self.assertTrue(self.doTestFace([10, 4],0, False, True))
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def test_FaceIP_3D_float_fast(self):
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self.assertTrue(self.doTestFace([10, 4, 5],0, False, True))
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def test_FaceIP_1D_isotropic_fast(self):
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self.assertTrue(self.doTestFace([10],1, False, True))
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def test_FaceIP_2D_isotropic_fast(self):
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self.assertTrue(self.doTestFace([10, 4],1, False, True))
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def test_FaceIP_3D_isotropic_fast(self):
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self.assertTrue(self.doTestFace([10, 4, 5],1, False, True))
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def test_FaceIP_2D_anisotropic_fast(self):
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self.assertTrue(self.doTestFace([10, 4],2, False, True))
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def test_FaceIP_3D_anisotropic_fast(self):
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self.assertTrue(self.doTestFace([10, 4, 5],3, False, True))
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def test_FaceIP_1D_float_fast_vec(self):
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self.assertTrue(self.doTestFace([10],0, True, True))
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def test_FaceIP_2D_float_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4],0, True, True))
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def test_FaceIP_3D_float_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4, 5],0, True, True))
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def test_FaceIP_1D_isotropic_fast_vec(self):
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self.assertTrue(self.doTestFace([10],1, True, True))
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def test_FaceIP_2D_isotropic_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4],1, True, True))
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def test_FaceIP_3D_isotropic_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4, 5],1, True, True))
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def test_FaceIP_2D_anisotropic_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4],2, True, True))
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def test_FaceIP_3D_anisotropic_fast_vec(self):
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self.assertTrue(self.doTestFace([10, 4, 5],3, True, True))
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def test_EdgeIP_2D_float(self):
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self.assertTrue(self.doTestEdge([10, 4],0,True, False))
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def test_EdgeIP_3D_float(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],0,True, False))
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def test_EdgeIP_2D_isotropic(self):
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self.assertTrue(self.doTestEdge([10, 4],1,True, False))
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def test_EdgeIP_3D_isotropic(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],1,True, False))
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def test_EdgeIP_2D_anisotropic(self):
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self.assertTrue(self.doTestEdge([10, 4],2,True, False))
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def test_EdgeIP_3D_anisotropic(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],3,True, False))
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def test_EdgeIP_2D_tensor(self):
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self.assertTrue(self.doTestEdge([10, 4],3,True, False))
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def test_EdgeIP_3D_tensor(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],6,True, False))
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def test_EdgeIP_2D_float_fast(self):
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self.assertTrue(self.doTestEdge([10, 4],0, False, True))
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def test_EdgeIP_3D_float_fast(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],0, False, True))
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def test_EdgeIP_2D_isotropic_fast(self):
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self.assertTrue(self.doTestEdge([10, 4],1, False, True))
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def test_EdgeIP_3D_isotropic_fast(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],1, False, True))
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def test_EdgeIP_2D_anisotropic_fast(self):
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self.assertTrue(self.doTestEdge([10, 4],2, False, True))
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def test_EdgeIP_3D_anisotropic_fast(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],3, False, True))
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def test_EdgeIP_2D_float_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4],0, True, True))
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def test_EdgeIP_3D_float_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],0, True, True))
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def test_EdgeIP_2D_isotropic_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4],1, True, True))
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def test_EdgeIP_3D_isotropic_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],1, True, True))
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def test_EdgeIP_2D_anisotropic_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4],2, True, True))
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def test_EdgeIP_3D_anisotropic_fast_vec(self):
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self.assertTrue(self.doTestEdge([10, 4, 5],3, True, True))
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if __name__ == '__main__':
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unittest.main()
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