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Paul Romano 2019-10-28 11:55:45 -05:00
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tests/regression_tests/diff_tally/__init__.py Normal file
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tests/regression_tests/diff_tally/inputs_true.dat Normal file
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<materials>
<material depletable="true" id="1" name="UOX fuel">
<density units="g/cm3" value="10.062" />
<nuclide ao="4.9476e-06" name="U234" />
<nuclide ao="0.00048218" name="U235" />
<nuclide ao="0.021504" name="U238" />
<nuclide ao="1.0801e-08" name="Xe135" />
<nuclide ao="0.045737" name="O16" />
</material>
<material id="2" name="Zircaloy">
<density units="g/cm3" value="5.77" />
<nuclide ao="0.5145" name="Zr90" />
<nuclide ao="0.1122" name="Zr91" />
<nuclide ao="0.1715" name="Zr92" />
<nuclide ao="0.1738" name="Zr94" />
<nuclide ao="0.028" name="Zr96" />
</material>
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<density units="atom/b-cm" value="0.07416" />
<nuclide ao="2.0" name="H1" />
<nuclide ao="1.0" name="O16" />
<nuclide ao="0.000649" name="B10" />
<nuclide ao="0.002689" name="B11" />
<sab name="c_H_in_H2O" />
</material>
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<nuclide ao="2.0" name="H1" />
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<sab name="c_H_in_H2O" />
</material>
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<nuclide name="C0" wo="0.0025" />
<nuclide name="Cu63" wo="0.0013696" />
</material>
<material id="6" name="Lower radial reflector">
<density units="g/cm3" value="4.32" />
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<sab name="c_H_in_H2O" />
</material>
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<nuclide name="Mn55" wo="0.0184579" />
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<sab name="c_H_in_H2O" />
</material>
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<density units="g/cm3" value="7.184" />
<nuclide name="H1" wo="0.0011505" />
<nuclide name="O16" wo="0.0091296" />
<nuclide name="B10" wo="3.70915e-06" />
<nuclide name="B11" wo="1.68974e-05" />
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<nuclide name="Ni58" wo="0.059855207342" />
<nuclide name="Mn55" wo="0.019794" />
<nuclide name="Cr52" wo="0.157390026871" />
<sab name="c_H_in_H2O" />
</material>
<material id="9" name="Bottom nozzle region">
<density units="g/cm3" value="2.53" />
<nuclide name="H1" wo="0.0245014" />
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<nuclide name="B10" wo="7.89917e-05" />
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<nuclide name="Fe54" wo="0.030411411144" />
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<nuclide name="Fe57" wo="0.01163454624" />
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<nuclide name="Ni58" wo="0.047211231662" />
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<nuclide name="Cr52" wo="0.124142524198" />
<sab name="c_H_in_H2O" />
</material>
<material id="10" name="Top nozzle region">
<density units="g/cm3" value="1.746" />
<nuclide name="H1" wo="0.035887" />
<nuclide name="O16" wo="0.2847761" />
<nuclide name="B10" wo="0.000115699" />
<nuclide name="B11" wo="0.000527075" />
<nuclide name="Fe54" wo="0.02644016154" />
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<nuclide name="Ni58" wo="0.04104621835" />
<nuclide name="Mn55" wo="0.0135739" />
<nuclide name="Cr52" wo="0.107931450781" />
<sab name="c_H_in_H2O" />
</material>
<material id="11" name="Top of fuel assemblies">
<density units="g/cm3" value="3.044" />
<nuclide name="H1" wo="0.0162913" />
<nuclide name="O16" wo="0.1292776" />
<nuclide name="B10" wo="5.25228e-05" />
<nuclide name="B11" wo="0.000239272" />
<nuclide name="Zr90" wo="0.43313403903" />
<nuclide name="Zr91" wo="0.09549277374" />
<nuclide name="Zr92" wo="0.14759527104" />
<nuclide name="Zr94" wo="0.15280552077" />
<nuclide name="Zr96" wo="0.02511169542" />
<sab name="c_H_in_H2O" />
</material>
<material id="12" name="Bottom of fuel assemblies">
<density units="g/cm3" value="1.762" />
<nuclide name="H1" wo="0.0292856" />
<nuclide name="O16" wo="0.2323919" />
<nuclide name="B10" wo="9.44159e-05" />
<nuclide name="B11" wo="0.00043012" />
<nuclide name="Zr90" wo="0.3741373658" />
<nuclide name="Zr91" wo="0.0824858164" />
<nuclide name="Zr92" wo="0.1274914944" />
<nuclide name="Zr94" wo="0.1319920622" />
<nuclide name="Zr96" wo="0.0216912612" />
<sab name="c_H_in_H2O" />
</material>
</materials>
<?xml version='1.0' encoding='utf-8'?>
<settings>
<run_mode>eigenvalue</run_mode>
<particles>100</particles>
<batches>3</batches>
<inactive>0</inactive>
<source strength="1.0">
<space type="box">
<parameters>-160 -160 -183 160 160 183</parameters>
</space>
</source>
<temperature_multipole>true</temperature_multipole>
</settings>
<?xml version='1.0' encoding='utf-8'?>
<tallies>
<filter id="1" type="material">
<bins>1 3</bins>
</filter>
<filter id="2" type="energyout">
<bins>0.0 0.625 20000000.0</bins>
</filter>
<tally id="1">
<filters>1</filters>
<scores>flux</scores>
<derivative>1</derivative>
</tally>
<tally id="2">
<filters>1</filters>
<scores>flux</scores>
<derivative>2</derivative>
</tally>
<tally id="3">
<filters>1</filters>
<scores>flux</scores>
<derivative>3</derivative>
</tally>
<tally id="4">
<filters>1</filters>
<scores>flux</scores>
<derivative>4</derivative>
</tally>
<tally id="5">
<filters>1</filters>
<scores>flux</scores>
<derivative>5</derivative>
</tally>
<tally id="6">
<filters>1</filters>
<nuclides>total U235</nuclides>
<scores>total absorption scatter fission nu-fission</scores>
<derivative>1</derivative>
</tally>
<tally id="7">
<filters>1</filters>
<nuclides>total U235</nuclides>
<scores>total absorption scatter fission nu-fission</scores>
<derivative>2</derivative>
</tally>
<tally id="8">
<filters>1</filters>
<nuclides>total U235</nuclides>
<scores>total absorption scatter fission nu-fission</scores>
<derivative>3</derivative>
</tally>
<tally id="9">
<filters>1</filters>
<nuclides>total U235</nuclides>
<scores>total absorption scatter fission nu-fission</scores>
<derivative>4</derivative>
</tally>
<tally id="10">
<filters>1</filters>
<nuclides>total U235</nuclides>
<scores>total absorption scatter fission nu-fission</scores>
<derivative>5</derivative>
</tally>
<tally id="11">
<filters>1</filters>
<scores>absorption</scores>
<estimator>analog</estimator>
<derivative>1</derivative>
</tally>
<tally id="12">
<filters>1</filters>
<scores>absorption</scores>
<estimator>analog</estimator>
<derivative>2</derivative>
</tally>
<tally id="13">
<filters>1</filters>
<scores>absorption</scores>
<estimator>analog</estimator>
<derivative>3</derivative>
</tally>
<tally id="14">
<filters>1</filters>
<scores>absorption</scores>
<estimator>analog</estimator>
<derivative>4</derivative>
</tally>
<tally id="15">
<filters>1</filters>
<scores>absorption</scores>
<estimator>analog</estimator>
<derivative>5</derivative>
</tally>
<tally id="16">
<filters>1 2</filters>
<nuclides>total U235</nuclides>
<scores>nu-fission scatter</scores>
<derivative>1</derivative>
</tally>
<tally id="17">
<filters>1 2</filters>
<nuclides>total U235</nuclides>
<scores>nu-fission scatter</scores>
<derivative>2</derivative>
</tally>
<tally id="18">
<filters>1 2</filters>
<nuclides>U235</nuclides>
<scores>nu-fission scatter</scores>
<derivative>3</derivative>
</tally>
<tally id="19">
<filters>1 2</filters>
<nuclides>U235</nuclides>
<scores>nu-fission scatter</scores>
<derivative>4</derivative>
</tally>
<tally id="20">
<filters>1 2</filters>
<nuclides>U235</nuclides>
<scores>nu-fission scatter</scores>
<derivative>5</derivative>
</tally>
<derivative id="1" material="3" variable="density" />
<derivative id="2" material="1" variable="density" />
<derivative id="3" material="1" nuclide="O16" variable="nuclide_density" />
<derivative id="4" material="1" nuclide="U235" variable="nuclide_density" />
<derivative id="5" material="1" variable="temperature" />
</tallies>

177
tests/regression_tests/diff_tally/results_true.dat Normal file
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@ -0,0 +1,177 @@
d_material,d_nuclide,d_variable,score,mean,std. dev.
3,,density,flux,-4.7291290e+00,8.8503901e-01
3,,density,flux,-1.0533184e+01,3.0256001e+00
1,,density,flux,-4.9634223e-01,1.3190338e-01
1,,density,flux,-4.7458622e-01,5.6426916e-02
1,O16,nuclide_density,flux,-1.4897399e+01,1.3583122e+01
1,O16,nuclide_density,flux,-2.2389753e+01,1.5574833e+01
1,U235,nuclide_density,flux,-2.8858701e+03,4.7033287e+02
1,U235,nuclide_density,flux,-2.4203468e+03,3.2197255e+02
1,,temperature,flux,-1.1195282e-04,3.5426553e-04
1,,temperature,flux,-4.4294257e-04,5.4687257e-04
3,,density,total,-1.5555916e+00,5.3353204e-01
3,,density,absorption,1.4925823e-01,2.3501173e-01
3,,density,scatter,-1.7048499e+00,3.3363896e-01
3,,density,fission,1.3210038e-01,1.6377610e-01
3,,density,nu-fission,3.1732288e-01,3.9893191e-01
3,,density,total,1.4744448e-01,2.0435075e-01
3,,density,absorption,1.6665433e-01,1.9696442e-01
3,,density,scatter,-1.9209851e-02,7.8974769e-03
3,,density,fission,1.4878594e-01,1.6616312e-01
3,,density,nu-fission,3.6225815e-01,4.0486140e-01
3,,density,total,1.2662462e+01,6.2596594e+00
3,,density,absorption,2.2864287e-01,1.3031728e-01
3,,density,scatter,1.2433820e+01,6.1294912e+00
3,,density,fission,0.0000000e+00,0.0000000e+00
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,total,0.0000000e+00,0.0000000e+00
3,,density,absorption,0.0000000e+00,0.0000000e+00
3,,density,scatter,0.0000000e+00,0.0000000e+00
3,,density,fission,0.0000000e+00,0.0000000e+00
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,total,2.9404312e-01,7.0116815e-02
1,,density,absorption,-1.1851195e-03,1.6943078e-03
1,,density,scatter,2.9522824e-01,6.8519874e-02
1,,density,fission,-4.4865589e-03,2.3660449e-03
1,,density,nu-fission,-1.0266898e-02,5.7956130e-03
1,,density,total,-3.6990352e-03,3.5138725e-03
1,,density,absorption,-7.0064347e-03,2.7205092e-03
1,,density,scatter,3.3073996e-03,7.9802046e-04
1,,density,fission,-6.3630709e-03,2.3832611e-03
1,,density,nu-fission,-1.5466339e-02,5.8086647e-03
1,,density,total,-5.5743331e-01,6.1625011e-02
1,,density,absorption,-9.1430499e-03,4.0831822e-03
1,,density,scatter,-5.4829026e-01,5.7756113e-02
1,,density,fission,0.0000000e+00,0.0000000e+00
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,total,0.0000000e+00,0.0000000e+00
1,,density,absorption,0.0000000e+00,0.0000000e+00
1,,density,scatter,0.0000000e+00,0.0000000e+00
1,,density,fission,0.0000000e+00,0.0000000e+00
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,total,3.9360816e+01,6.1390337e+00
1,O16,nuclide_density,absorption,-6.8169613e-01,4.5302456e-01
1,O16,nuclide_density,scatter,4.0042512e+01,6.4069240e+00
1,O16,nuclide_density,fission,-6.1275244e-01,2.5764187e-01
1,O16,nuclide_density,nu-fission,-1.5090099e+00,6.3048791e-01
1,O16,nuclide_density,total,-7.5872288e-01,3.4843447e-01
1,O16,nuclide_density,absorption,-6.7382099e-01,3.1002267e-01
1,O16,nuclide_density,scatter,-8.4901894e-02,6.5286818e-02
1,O16,nuclide_density,fission,-5.5597011e-01,2.7085418e-01
1,O16,nuclide_density,nu-fission,-1.3555055e+00,6.6014209e-01
1,O16,nuclide_density,total,-1.5539606e+01,2.3345398e+01
1,O16,nuclide_density,absorption,-8.5880170e-02,5.0677339e-01
1,O16,nuclide_density,scatter,-1.5453725e+01,2.2838892e+01
1,O16,nuclide_density,fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,total,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,absorption,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,total,-7.9766848e+02,2.3476486e+02
1,U235,nuclide_density,absorption,2.2136536e+02,5.7727802e+01
1,U235,nuclide_density,scatter,-1.0190338e+03,1.7827380e+02
1,U235,nuclide_density,fission,3.0782358e+02,2.4835876e+01
1,U235,nuclide_density,nu-fission,7.5106928e+02,6.0668638e+01
1,U235,nuclide_density,total,4.9643664e+02,3.6425359e+01
1,U235,nuclide_density,absorption,3.8860811e+02,3.5290173e+01
1,U235,nuclide_density,scatter,1.0782853e+02,1.9206965e+00
1,U235,nuclide_density,fission,3.0827647e+02,2.4266512e+01
1,U235,nuclide_density,nu-fission,7.5228267e+02,5.9109738e+01
1,U235,nuclide_density,total,-4.7231732e+03,7.5353357e+02
1,U235,nuclide_density,absorption,-1.1580370e+02,1.8531790e+01
1,U235,nuclide_density,scatter,-4.6073695e+03,7.3502264e+02
1,U235,nuclide_density,fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,total,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,absorption,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,,temperature,total,5.7228698e-05,1.7465295e-04
1,,temperature,absorption,2.9495471e-05,3.1637786e-05
1,,temperature,scatter,2.7733227e-05,1.4323068e-04
1,,temperature,fission,-5.6710690e-06,1.2800905e-05
1,,temperature,nu-fission,-1.3819116e-05,3.1189136e-05
1,,temperature,total,-5.8315815e-06,1.8705738e-05
1,,temperature,absorption,-5.3204427e-06,1.6688104e-05
1,,temperature,scatter,-5.1113882e-07,2.0213875e-06
1,,temperature,fission,-5.6723578e-06,1.2800214e-05
1,,temperature,nu-fission,-1.3822264e-05,3.1187458e-05
1,,temperature,total,-5.5283703e-04,7.6408422e-04
1,,temperature,absorption,-6.2179157e-06,1.0365194e-05
1,,temperature,scatter,-5.4661912e-04,7.5373133e-04
1,,temperature,fission,0.0000000e+00,0.0000000e+00
1,,temperature,nu-fission,0.0000000e+00,0.0000000e+00
1,,temperature,total,0.0000000e+00,0.0000000e+00
1,,temperature,absorption,0.0000000e+00,0.0000000e+00
1,,temperature,scatter,0.0000000e+00,0.0000000e+00
1,,temperature,fission,0.0000000e+00,0.0000000e+00
1,,temperature,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,absorption,3.1512670e-02,2.4627803e-01
3,,density,absorption,1.1452915e-01,1.5733776e-01
1,,density,absorption,-1.4010827e-03,5.7414887e-03
1,,density,absorption,-8.9116087e-03,7.6054344e-03
1,O16,nuclide_density,absorption,-1.0238429e+00,3.5596764e-01
1,O16,nuclide_density,absorption,-5.4386638e-01,6.3275232e-01
1,U235,nuclide_density,absorption,1.9740455e+02,1.1770740e+02
1,U235,nuclide_density,absorption,-1.3873202e+02,3.0030411e+01
1,,temperature,absorption,5.0340072e-06,2.9911538e-05
1,,temperature,absorption,-3.7625680e-05,2.4883845e-05
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,2.5895299e-01,3.3093831e-01
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,2.4380993e-02,2.4380993e-02
3,,density,nu-fission,1.3982705e-01,4.0427820e-01
3,,density,scatter,-1.8460573e+00,1.6126524e-01
3,,density,nu-fission,1.7650022e-01,4.0560218e-01
3,,density,scatter,3.9711501e-02,4.4405692e-02
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,7.8960553e+00,4.4763896e+00
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,0.0000000e+00,0.0000000e+00
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,4.6518780e+00,1.6862698e+00
3,,density,nu-fission,0.0000000e+00,0.0000000e+00
3,,density,scatter,0.0000000e+00,0.0000000e+00
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,-1.4155379e-02,7.8989014e-03
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,1.0449664e-03,5.7043392e-04
1,,density,nu-fission,-1.3723983e-02,1.5246898e-02
1,,density,scatter,3.0959958e-01,5.7651589e-02
1,,density,nu-fission,-1.9529210e-02,1.4804175e-02
1,,density,scatter,5.1063052e-04,1.7748731e-03
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,-3.4116700e-01,1.4433252e-01
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,0.0000000e+00,0.0000000e+00
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,-2.0735470e-01,8.6865144e-02
1,,density,nu-fission,0.0000000e+00,0.0000000e+00
1,,density,scatter,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,scatter,1.4017611e-01,9.5507870e-02
1,O16,nuclide_density,nu-fission,-8.8199871e-01,1.6570982e+00
1,O16,nuclide_density,scatter,-1.5442745e-01,1.3136597e-01
1,O16,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,O16,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,scatter,8.1567193e+00,5.7077716e+00
1,U235,nuclide_density,nu-fission,7.1482113e+02,1.4806072e+02
1,U235,nuclide_density,scatter,5.2848809e+01,1.3486619e+01
1,U235,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,nu-fission,0.0000000e+00,0.0000000e+00
1,U235,nuclide_density,scatter,0.0000000e+00,0.0000000e+00
1,,temperature,nu-fission,0.0000000e+00,0.0000000e+00
1,,temperature,scatter,-2.9956385e-07,2.8883252e-07
1,,temperature,nu-fission,-2.1023382e-05,4.9883940e-05
1,,temperature,scatter,5.9452821e-09,8.7655524e-09
1,,temperature,nu-fission,0.0000000e+00,0.0000000e+00
1,,temperature,scatter,0.0000000e+00,0.0000000e+00
1,,temperature,nu-fission,0.0000000e+00,0.0000000e+00
1,,temperature,scatter,0.0000000e+00,0.0000000e+00

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import glob
import os
import pandas as pd
import openmc
import pytest
from tests.testing_harness import PyAPITestHarness
class DiffTallyTestHarness(PyAPITestHarness):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
# Set settings explicitly
self._model.settings.batches = 3
self._model.settings.inactive = 0
self._model.settings.particles = 100
self._model.settings.source = openmc.Source(space=openmc.stats.Box(
[-160, -160, -183], [160, 160, 183]))
self._model.settings.temperature['multipole'] = True
filt_mats = openmc.MaterialFilter((1, 3))
filt_eout = openmc.EnergyoutFilter((0.0, 0.625, 20.0e6))
# We want density derivatives for both water and fuel to get coverage
# for both fissile and non-fissile materials.
d1 = openmc.TallyDerivative(derivative_id=1)
d1.variable = 'density'
d1.material = 3
d2 = openmc.TallyDerivative(derivative_id=2)
d2.variable = 'density'
d2.material = 1
# O-16 is a good nuclide to test against because it is present in both
# water and fuel. Some routines need to recognize that they have the
# perturbed nuclide but not the perturbed material.
d3 = openmc.TallyDerivative(derivative_id=3)
d3.variable = 'nuclide_density'
d3.material = 1
d3.nuclide = 'O16'
# A fissile nuclide, just for good measure.
d4 = openmc.TallyDerivative(derivative_id=4)
d4.variable = 'nuclide_density'
d4.material = 1
d4.nuclide = 'U235'
# Temperature derivatives.
d5 = openmc.TallyDerivative(derivative_id=5)
d5.variable = 'temperature'
d5.material = 1
derivs = [d1, d2, d3, d4, d5]
# Cover the flux score.
for i in range(5):
t = openmc.Tally()
t.scores = ['flux']
t.filters = [filt_mats]
t.derivative = derivs[i]
self._model.tallies.append(t)
# Cover supported scores with a collision estimator.
for i in range(5):
t = openmc.Tally()
t.scores = ['total', 'absorption', 'scatter', 'fission', 'nu-fission']
t.filters = [filt_mats]
t.nuclides = ['total', 'U235']
t.derivative = derivs[i]
self._model.tallies.append(t)
# Cover an analog estimator.
for i in range(5):
t = openmc.Tally()
t.scores = ['absorption']
t.filters = [filt_mats]
t.estimator = 'analog'
t.derivative = derivs[i]
self._model.tallies.append(t)
# Energyout filter and total nuclide for the density derivatives.
for i in range(2):
t = openmc.Tally()
t.scores = ['nu-fission', 'scatter']
t.filters = [filt_mats, filt_eout]
t.nuclides = ['total', 'U235']
t.derivative = derivs[i]
self._model.tallies.append(t)
# Energyout filter without total nuclide for other derivatives.
for i in range(2, 5):
t = openmc.Tally()
t.scores = ['nu-fission', 'scatter']
t.filters = [filt_mats, filt_eout]
t.nuclides = ['U235']
t.derivative = derivs[i]
self._model.tallies.append(t)
def _get_results(self):
# Read the statepoint and summary files.
statepoint = glob.glob(os.path.join(os.getcwd(), self._sp_name))[0]
sp = openmc.StatePoint(statepoint)
# Extract the tally data as a Pandas DataFrame.
df = pd.DataFrame()
for t in sp.tallies.values():
df = df.append(t.get_pandas_dataframe(), ignore_index=True)
# Extract the relevant data as a CSV string.
cols = ('d_material', 'd_nuclide', 'd_variable', 'score', 'mean',
'std. dev.')
return df.to_csv(None, columns=cols, index=False, float_format='%.7e')
def test_diff_tally():
harness = DiffTallyTestHarness('statepoint.3.h5')
harness.main()