mirror of
https://github.com/wassname/simpeg.git
synced 2026-07-07 20:14:30 +08:00
Rowan Cockett
101 lines
3.0 KiB
Python
101 lines
3.0 KiB
Python
import numpy as np
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import unittest
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from TestUtils import OrderTest
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MESHTYPES = ['uniformTensorMesh', 'randomTensorMesh']
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TOLERANCES = [0.9, 0.6]
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call2 = lambda fun, xyz: fun(xyz[:, 0], xyz[:, 1])
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call3 = lambda fun, xyz: fun(xyz[:, 0], xyz[:, 1], xyz[:, 2])
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cart_row2 = lambda g, xfun, yfun: np.c_[call2(xfun, g), call2(yfun, g)]
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cart_row3 = lambda g, xfun, yfun, zfun: np.c_[call3(xfun, g), call3(yfun, g), call3(zfun, g)]
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cartF2 = lambda M, fx, fy: np.vstack((cart_row2(M.gridFx, fx, fy), cart_row2(M.gridFy, fx, fy)))
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cartE2 = lambda M, ex, ey: np.vstack((cart_row2(M.gridEx, ex, ey), cart_row2(M.gridEy, ex, ey)))
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cartF3 = lambda M, fx, fy, fz: np.vstack((cart_row3(M.gridFx, fx, fy, fz), cart_row3(M.gridFy, fx, fy, fz), cart_row3(M.gridFz, fx, fy, fz)))
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cartE3 = lambda M, ex, ey, ez: np.vstack((cart_row3(M.gridEx, ex, ey, ez), cart_row3(M.gridEy, ex, ey, ez), cart_row3(M.gridEz, ex, ey, ez)))
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LOCS = np.random.rand(50,3)*0.6+0.2
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class TestInterpolation(OrderTest):
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name = "Interpolation"
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meshTypes = MESHTYPES
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tolerance = TOLERANCES
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meshDimension = 3
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meshSizes = [8, 16, 32]
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def getError(self):
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funX = lambda x, y, z: np.cos(2*np.pi*y)
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funY = lambda x, y, z: np.cos(2*np.pi*z)
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funZ = lambda x, y, z: np.cos(2*np.pi*x)
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if 'x' in self.type:
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anal = call3(funX, LOCS)
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elif 'y' in self.type:
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anal = call3(funY, LOCS)
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elif 'z' in self.type:
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anal = call3(funZ, LOCS)
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else:
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anal = call3(funX, LOCS)
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if 'F' in self.type:
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Fc = cartF3(self.M, funX, funY, funZ)
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grid = self.M.projectFaceVector(Fc)
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elif 'E' in self.type:
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Ec = cartE3(self.M, funX, funY, funZ)
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grid = self.M.projectEdgeVector(Ec)
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elif 'CC' == self.type:
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grid = call3(funX, self.M.gridCC)
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elif 'N' == self.type:
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grid = call3(funX, self.M.gridN)
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comp = self.M.getInterpolationMat(LOCS, self.type)*grid
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err = np.linalg.norm((comp - anal), np.inf)
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return err
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def test_orderCC(self):
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self.type = 'CC'
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self.name = 'Interpolation CC'
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self.orderTest()
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def test_orderN(self):
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self.type = 'N'
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self.name = 'Interpolation N'
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self.orderTest()
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def test_orderFx(self):
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self.type = 'Fx'
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self.name = 'Interpolation Fx'
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self.orderTest()
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def test_orderFy(self):
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self.type = 'Fy'
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self.name = 'Interpolation Fy'
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self.orderTest()
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def test_orderFz(self):
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self.type = 'Fz'
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self.name = 'Interpolation Fz'
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self.orderTest()
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def test_orderEx(self):
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self.type = 'Ex'
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self.name = 'Interpolation Ex'
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self.orderTest()
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def test_orderEy(self):
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self.type = 'Ey'
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self.name = 'Interpolation Ey'
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self.orderTest()
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def test_orderEz(self):
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self.type = 'Ez'
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self.name = 'Interpolation Ez'
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self.orderTest()
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if __name__ == '__main__':
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unittest.main()
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