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Merge pull request #582 from smharper/energy_filter
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Output Pandas energy bins as floats instead of strings
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Will Boyd committed Feb 8, 2016
2 parents bdee3f6 + 5dfc9e9 commit fe4666e
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213 changes: 113 additions & 100 deletions docs/source/pythonapi/examples/mgxs-part-i.ipynb
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" Copyright: 2011-2015 Massachusetts Institute of Technology\n",
" License: http://mit-crpg.github.io/openmc/license.html\n",
" Version: 0.7.1\n",
" Git SHA1: ea9fb637f63f9374c7436456141afa850b84acf9\n",
" Date/Time: 2016-01-14 07:16:05\n",
" Git SHA1: 34381b40a9445a727e360873aaa6ef892af1cb6a\n",
" Date/Time: 2016-02-07 15:58:16\n",
" MPI Processes: 1\n",
"\n",
" ===========================================================================\n",
" ========================> INITIALIZATION <=========================\n",
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"\n",
" =======================> TIMING STATISTICS <=======================\n",
"\n",
" Total time for initialization = 1.1720E+00 seconds\n",
" Reading cross sections = 9.0300E-01 seconds\n",
" Total time in simulation = 1.7319E+01 seconds\n",
" Time in transport only = 1.7310E+01 seconds\n",
" Time in inactive batches = 1.9120E+00 seconds\n",
" Time in active batches = 1.5407E+01 seconds\n",
" Time synchronizing fission bank = 2.0000E-03 seconds\n",
" Sampling source sites = 2.0000E-03 seconds\n",
" SEND/RECV source sites = 0.0000E+00 seconds\n",
" Total time for initialization = 3.2100E-01 seconds\n",
" Reading cross sections = 7.4000E-02 seconds\n",
" Total time in simulation = 8.3830E+00 seconds\n",
" Time in transport only = 8.3670E+00 seconds\n",
" Time in inactive batches = 1.0330E+00 seconds\n",
" Time in active batches = 7.3500E+00 seconds\n",
" Time synchronizing fission bank = 4.0000E-03 seconds\n",
" Sampling source sites = 1.0000E-03 seconds\n",
" SEND/RECV source sites = 3.0000E-03 seconds\n",
" Time accumulating tallies = 0.0000E+00 seconds\n",
" Total time for finalization = 1.0000E-03 seconds\n",
" Total time elapsed = 1.8507E+01 seconds\n",
" Calculation Rate (inactive) = 13075.3 neutrons/second\n",
" Calculation Rate (active) = 6490.56 neutrons/second\n",
" Total time elapsed = 8.7140E+00 seconds\n",
" Calculation Rate (inactive) = 24201.4 neutrons/second\n",
" Calculation Rate (active) = 13605.4 neutrons/second\n",
"\n",
" ============================> RESULTS <============================\n",
"\n",
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" <tbody>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>total</td>\n",
" <td>0.668323</td>\n",
" <td>0.001264</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" <td> total</td>\n",
" <td> 0.668323</td>\n",
" <td> 0.001264</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>total</td>\n",
" <td>1.293258</td>\n",
" <td>0.007624</td>\n",
" <td> 1</td>\n",
" <td> 2</td>\n",
" <td> total</td>\n",
" <td> 1.293258</td>\n",
" <td> 0.007624</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>cell</th>\n",
" <th>energy [MeV]</th>\n",
" <th>energy low [MeV]</th>\n",
" <th>energy high [MeV]</th>\n",
" <th>nuclide</th>\n",
" <th>score</th>\n",
" <th>mean</th>\n",
Expand All @@ -906,34 +908,36 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>(0.0e+00 - 6.3e-07)</td>\n",
" <td>total</td>\n",
" <td>(((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td>4.884981e-15</td>\n",
" <td>0.011274</td>\n",
" <td> 1</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> (((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td> 4.884981e-15</td>\n",
" <td> 0.011274</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>(6.3e-07 - 2.0e+01)</td>\n",
" <td>total</td>\n",
" <td>(((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td>1.221245e-15</td>\n",
" <td>0.001802</td>\n",
" <td> 1</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> total</td>\n",
" <td> (((total / flux) - (absorption / flux)) - (sca...</td>\n",
" <td> 1.221245e-15</td>\n",
" <td> 0.001802</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" cell energy [MeV] nuclide \\\n",
"0 1 (0.0e+00 - 6.3e-07) total \n",
"1 1 (6.3e-07 - 2.0e+01) total \n",
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
"0 1 0.00e+00 6.25e-07 total \n",
"1 1 6.25e-07 2.00e+01 total \n",
"\n",
" score mean std. dev. \n",
"0 (((total / flux) - (absorption / flux)) - (sca... 4.884981e-15 0.011274 \n",
"1 (((total / flux) - (absorption / flux)) - (sca... 1.221245e-15 0.001802 "
" score mean std. dev. \n",
"0 (((total / flux) - (absorption / flux)) - (sca... 4.88e-15 1.13e-02 \n",
"1 (((total / flux) - (absorption / flux)) - (sca... 1.22e-15 1.80e-03 "
]
},
"execution_count": 23,
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>cell</th>\n",
" <th>energy [MeV]</th>\n",
" <th>energy low [MeV]</th>\n",
" <th>energy high [MeV]</th>\n",
" <th>nuclide</th>\n",
" <th>score</th>\n",
" <th>mean</th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>(0.0e+00 - 6.3e-07)</td>\n",
" <td>total</td>\n",
" <td>((absorption / flux) / (total / flux))</td>\n",
" <td>0.076219</td>\n",
" <td>0.000651</td>\n",
" <td> 1</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> ((absorption / flux) / (total / flux))</td>\n",
" <td> 0.076219</td>\n",
" <td> 0.000651</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>(6.3e-07 - 2.0e+01)</td>\n",
" <td>total</td>\n",
" <td>((absorption / flux) / (total / flux))</td>\n",
" <td>0.019319</td>\n",
" <td>0.000086</td>\n",
" <td> 1</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> total</td>\n",
" <td> ((absorption / flux) / (total / flux))</td>\n",
" <td> 0.019319</td>\n",
" <td> 0.000086</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" cell energy [MeV] nuclide score \\\n",
"0 1 (0.0e+00 - 6.3e-07) total ((absorption / flux) / (total / flux)) \n",
"1 1 (6.3e-07 - 2.0e+01) total ((absorption / flux) / (total / flux)) \n",
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
"0 1 0.00e+00 6.25e-07 total \n",
"1 1 6.25e-07 2.00e+01 total \n",
"\n",
" mean std. dev. \n",
"0 0.076219 0.000651 \n",
"1 0.019319 0.000086 "
" score mean std. dev. \n",
"0 ((absorption / flux) / (total / flux)) 7.62e-02 6.51e-04 \n",
"1 ((absorption / flux) / (total / flux)) 1.93e-02 8.65e-05 "
]
},
"execution_count": 24,
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>cell</th>\n",
" <th>energy [MeV]</th>\n",
" <th>energy low [MeV]</th>\n",
" <th>energy high [MeV]</th>\n",
" <th>nuclide</th>\n",
" <th>score</th>\n",
" <th>mean</th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>(0.0e+00 - 6.3e-07)</td>\n",
" <td>total</td>\n",
" <td>((scatter / flux) / (total / flux))</td>\n",
" <td>0.923781</td>\n",
" <td>0.007714</td>\n",
" <td> 1</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> ((scatter / flux) / (total / flux))</td>\n",
" <td> 0.923781</td>\n",
" <td> 0.007714</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>(6.3e-07 - 2.0e+01)</td>\n",
" <td>total</td>\n",
" <td>((scatter / flux) / (total / flux))</td>\n",
" <td>0.980681</td>\n",
" <td>0.002617</td>\n",
" <td> 1</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> total</td>\n",
" <td> ((scatter / flux) / (total / flux))</td>\n",
" <td> 0.980681</td>\n",
" <td> 0.002617</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" cell energy [MeV] nuclide score \\\n",
"0 1 (0.0e+00 - 6.3e-07) total ((scatter / flux) / (total / flux)) \n",
"1 1 (6.3e-07 - 2.0e+01) total ((scatter / flux) / (total / flux)) \n",
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
"0 1 0.00e+00 6.25e-07 total \n",
"1 1 6.25e-07 2.00e+01 total \n",
"\n",
" mean std. dev. \n",
"0 0.923781 0.007714 \n",
"1 0.980681 0.002617 "
" score mean std. dev. \n",
"0 ((scatter / flux) / (total / flux)) 9.24e-01 7.71e-03 \n",
"1 ((scatter / flux) / (total / flux)) 9.81e-01 2.62e-03 "
]
},
"execution_count": 25,
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>cell</th>\n",
" <th>energy [MeV]</th>\n",
" <th>energy low [MeV]</th>\n",
" <th>energy high [MeV]</th>\n",
" <th>nuclide</th>\n",
" <th>score</th>\n",
" <th>mean</th>\n",
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" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>(0.0e+00 - 6.3e-07)</td>\n",
" <td>total</td>\n",
" <td>(((absorption / flux) / (total / flux)) + ((sc...</td>\n",
" <td>1</td>\n",
" <td>0.007741</td>\n",
" <td> 1</td>\n",
" <td> 0.000000</td>\n",
" <td> 0.000001</td>\n",
" <td> total</td>\n",
" <td> (((absorption / flux) / (total / flux)) + ((sc...</td>\n",
" <td> 1</td>\n",
" <td> 0.007741</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>(6.3e-07 - 2.0e+01)</td>\n",
" <td>total</td>\n",
" <td>(((absorption / flux) / (total / flux)) + ((sc...</td>\n",
" <td>1</td>\n",
" <td>0.002619</td>\n",
" <td> 1</td>\n",
" <td> 0.000001</td>\n",
" <td> 20.000000</td>\n",
" <td> total</td>\n",
" <td> (((absorption / flux) / (total / flux)) + ((sc...</td>\n",
" <td> 1</td>\n",
" <td> 0.002619</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" cell energy [MeV] nuclide \\\n",
"0 1 (0.0e+00 - 6.3e-07) total \n",
"1 1 (6.3e-07 - 2.0e+01) total \n",
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
"0 1 0.00e+00 6.25e-07 total \n",
"1 1 6.25e-07 2.00e+01 total \n",
"\n",
" score mean std. dev. \n",
"0 (((absorption / flux) / (total / flux)) + ((sc... 1 0.007741 \n",
"1 (((absorption / flux) / (total / flux)) + ((sc... 1 0.002619 "
" score mean std. dev. \n",
"0 (((absorption / flux) / (total / flux)) + ((sc... 1.00e+00 7.74e-03 \n",
"1 (((absorption / flux) / (total / flux)) + ((sc... 1.00e+00 2.62e-03 "
]
},
"execution_count": 26,
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