add apparent resistivity tests

This commit is contained in:
Rowan Cockett
2015-03-03 11:29:10 -08:00
parent 63ef5ef380
commit 9049215811
2 changed files with 48 additions and 103 deletions
@@ -0,0 +1,48 @@
import unittest
from SimPEG import *
import simpegMT as MT
TOL = 1e-6
def appResPhs(freq,z):
app_res = ((1./(8e-7*np.pi**2))/freq)*np.abs(z)**2
app_phs = np.arctan2(-z.imag,z.real)*(180/np.pi)
return app_res, app_phs
def appResNorm(sigmaHalf):
nFreq = 26
m1d = Mesh.TensorMesh([[(100,5,1.5),(100.,10),(100,5,1.5)]], x0=['C'])
sigma = np.zeros(m1d.nC) + sigmaHalf
sigma[m1d.gridCC[:]>200] = 1e-8
# Calculate the analytic fields
freqs = np.logspace(4,-4,nFreq)
Z = []
for freq in freqs:
Ed, Eu, Hd, Hu = MT.Utils.getEHfields(m1d,sigma,freq,np.array([200]))
Z.append((Ed + Eu)/(Hd + Hu))
Zarr = np.concatenate(Z)
app_r, app_p = appResPhs(freqs,Zarr)
return np.linalg.norm(np.abs(app_r - np.ones(nFreq)/sigmaHalf)) / np.log10(sigmaHalf)
class TestAnalytics(unittest.TestCase):
def setUp(self):
pass
def test_appRes2en1(self):self.assertLess(appResNorm(2e-1), TOL)
def test_appRes2en2(self):self.assertLess(appResNorm(2e-2), TOL)
def test_appRes2en3(self):self.assertLess(appResNorm(2e-3), TOL)
def test_appRes2en4(self):self.assertLess(appResNorm(2e-4), TOL)
def test_appRes2en5(self):self.assertLess(appResNorm(2e-5), TOL)
def test_appRes2en6(self):self.assertLess(appResNorm(2e-6), TOL)
if __name__ == '__main__':
unittest.main()
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import unittest
from SimPEG import *
import simpegMT as MT
class FieldsTest(unittest.TestCase):
def setUp(self):
mesh = Mesh.TensorMesh([np.ones(n)*5 for n in [10,11,12]],[0,0,-30])
x = np.linspace(5,10,3)
XYZ = Utils.ndgrid(x,x,np.r_[0.])
txLoc = np.r_[0,0,0.]
rxList0 = MT.FDEM.RxFDEM(XYZ, 'exi')
Tx0 = MT.FDEM.TxFDEM(txLoc, 'VMD', 3., [rxList0])
rxList1 = MT.FDEM.RxFDEM(XYZ, 'bxi')
Tx1 = MT.FDEM.TxFDEM(txLoc, 'VMD', 3., [rxList1])
rxList2 = MT.FDEM.RxFDEM(XYZ, 'bxi')
Tx2 = MT.FDEM.TxFDEM(txLoc, 'VMD', 2., [rxList2])
rxList3 = MT.FDEM.RxFDEM(XYZ, 'bxi')
Tx3 = MT.FDEM.TxFDEM(txLoc, 'VMD', 2., [rxList3])
Tx4 = MT.FDEM.TxFDEM(txLoc, 'VMD', 1., [rxList0, rxList1, rxList2, rxList3])
txList = [Tx0,Tx1,Tx2,Tx3,Tx4]
survey = MT.FDEM.SurveyFDEM(txList)
self.F = MT.FDEM.FieldsFDEM(mesh, survey)
self.Tx0 = Tx0
self.Tx1 = Tx1
self.mesh = mesh
self.XYZ = XYZ
def test_SetGet(self):
F = self.F
for freq in F.survey.freqs:
nFreq = F.survey.nTxByFreq[freq]
Txs = F.survey.getTransmitters(freq)
e = np.random.rand(F.mesh.nE, nFreq)
F[Txs, 'e'] = e
b = np.random.rand(F.mesh.nF, nFreq)
F[Txs, 'b'] = b
if nFreq == 1:
F[Txs, 'b'] = Utils.mkvc(b)
if e.shape[1] == 1:
e, b = Utils.mkvc(e), Utils.mkvc(b)
self.assertTrue(np.all(F[Txs, 'e'] == e))
self.assertTrue(np.all(F[Txs, 'b'] == b))
F[Txs] = {'b':b,'e':e}
self.assertTrue(np.all(F[Txs, 'e'] == e))
self.assertTrue(np.all(F[Txs, 'b'] == b))
lastFreq = F[Txs]
self.assertTrue(type(lastFreq) is dict)
self.assertTrue(sorted([k for k in lastFreq]) == ['b','e'])
self.assertTrue(np.all(lastFreq['b'] == b))
self.assertTrue(np.all(lastFreq['e'] == e))
Tx_f3 = F.survey.getTransmitters(3.)
self.assertTrue(F[Tx_f3,'b'].shape == (F.mesh.nF, 2))
b = np.random.rand(F.mesh.nF, 2)
Tx_f0 = F.survey.getTransmitters(self.Tx0.freq)
F[Tx_f0,'b'] = b
self.assertTrue(F[self.Tx0]['b'].shape == (F.mesh.nF,))
self.assertTrue(F[self.Tx0,'b'].shape == (F.mesh.nF,))
self.assertTrue(np.all(F[self.Tx0,'b'] == b[:,0]))
self.assertTrue(np.all(F[self.Tx1,'b'] == b[:,1]))
def test_assertions(self):
freq = self.F.survey.freqs[0]
Txs = self.F.survey.getTransmitters(freq)
bWrongSize = np.random.rand(self.F.mesh.nE, self.F.survey.nTxByFreq[freq])
def fun(): self.F[Txs, 'b'] = bWrongSize
self.assertRaises(ValueError, fun)
def fun(): self.F[-999.]
self.assertRaises(KeyError, fun)
def fun(): self.F['notRight']
self.assertRaises(KeyError, fun)
def fun(): self.F[Txs,'notThere']
self.assertRaises(KeyError, fun)
def test_FieldProjections(self):
F = self.F
for freq in F.survey.freqs:
nFreq = F.survey.nTxByFreq[freq]
Txs = F.survey.getTransmitters(freq)
e = np.random.rand(F.mesh.nE, nFreq)
b = np.random.rand(F.mesh.nF, nFreq)
F[Txs] = {'b':b,'e':e}
Txs = F.survey.getTransmitters(freq)
for ii, tx in enumerate(Txs):
for jj, rx in enumerate(tx.rxList):
dat = rx.projectFields(tx, self.mesh, F)
self.assertTrue(dat.dtype == float)
fieldType = rx.projField
u = {'b':b[:,ii], 'e': e[:,ii]}[fieldType]
real_or_imag = rx.projComp
u = getattr(u, real_or_imag)
gloc = rx.projGLoc
d = self.mesh.getInterpolationMat(self.XYZ, gloc)*u
self.assertTrue(np.all(dat == d))
if __name__ == '__main__':
unittest.main()