mirror of
https://github.com/openmc-dev/openmc.git
synced 2026-07-28 22:26:08 -04:00
Improve Pandas float handling
This commit is contained in:
Sterling Harper
parent
5501d1b42a
commit
5dfc9e91fc
6 changed files with 549 additions and 589 deletions
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@ -519,7 +519,7 @@
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" License: http://mit-crpg.github.io/openmc/license.html\n",
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" Version: 0.7.1\n",
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" Git SHA1: 34381b40a9445a727e360873aaa6ef892af1cb6a\n",
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" Date/Time: 2016-02-07 14:10:52\n",
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" Date/Time: 2016-02-07 15:58:16\n",
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" MPI Processes: 1\n",
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"\n",
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" ===========================================================================\n",
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@ -605,20 +605,20 @@
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"\n",
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" =======================> TIMING STATISTICS <=======================\n",
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"\n",
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" Total time for initialization = 8.7800E-01 seconds\n",
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" Reading cross sections = 1.9200E-01 seconds\n",
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" Total time in simulation = 1.3677E+01 seconds\n",
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" Time in transport only = 1.3579E+01 seconds\n",
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" Time in inactive batches = 1.7900E+00 seconds\n",
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" Time in active batches = 1.1887E+01 seconds\n",
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" Time synchronizing fission bank = 6.0000E-03 seconds\n",
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" Sampling source sites = 2.0000E-03 seconds\n",
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" Total time for initialization = 3.2100E-01 seconds\n",
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" Reading cross sections = 7.4000E-02 seconds\n",
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" Total time in simulation = 8.3830E+00 seconds\n",
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" Time in transport only = 8.3670E+00 seconds\n",
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" Time in inactive batches = 1.0330E+00 seconds\n",
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" Time in active batches = 7.3500E+00 seconds\n",
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" Time synchronizing fission bank = 4.0000E-03 seconds\n",
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" Sampling source sites = 1.0000E-03 seconds\n",
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" SEND/RECV source sites = 3.0000E-03 seconds\n",
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" Time accumulating tallies = 1.0000E-03 seconds\n",
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" Time accumulating tallies = 0.0000E+00 seconds\n",
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" Total time for finalization = 1.0000E-03 seconds\n",
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" Total time elapsed = 1.4578E+01 seconds\n",
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" Calculation Rate (inactive) = 13966.5 neutrons/second\n",
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" Calculation Rate (active) = 8412.55 neutrons/second\n",
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" Total time elapsed = 8.7140E+00 seconds\n",
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" Calculation Rate (inactive) = 24201.4 neutrons/second\n",
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" Calculation Rate (active) = 13605.4 neutrons/second\n",
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"\n",
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" ============================> RESULTS <============================\n",
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"\n",
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@ -909,8 +909,8 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td> 1</td>\n",
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" <td> 0.00e+00</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0.000001</td>\n",
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" <td> total</td>\n",
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" <td> (((total / flux) - (absorption / flux)) - (sca...</td>\n",
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" <td> 4.884981e-15</td>\n",
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@ -919,8 +919,8 @@
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" <tr>\n",
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" <th>1</th>\n",
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" <td> 1</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 2.00e+01</td>\n",
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" <td> 0.000001</td>\n",
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" <td> 20.000000</td>\n",
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" <td> total</td>\n",
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" <td> (((total / flux) - (absorption / flux)) - (sca...</td>\n",
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" <td> 1.221245e-15</td>\n",
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@ -931,13 +931,13 @@
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"</div>"
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],
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"text/plain": [
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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"\n",
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" score mean std. dev. \n",
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"0 (((total / flux) - (absorption / flux)) - (sca... 4.884981e-15 0.011274 \n",
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"1 (((total / flux) - (absorption / flux)) - (sca... 1.221245e-15 0.001802 "
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" score mean std. dev. \n",
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"0 (((total / flux) - (absorption / flux)) - (sca... 4.88e-15 1.13e-02 \n",
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"1 (((total / flux) - (absorption / flux)) - (sca... 1.22e-15 1.80e-03 "
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]
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},
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"execution_count": 23,
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@ -988,8 +988,8 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td> 1</td>\n",
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" <td> 0.00e+00</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0.000001</td>\n",
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" <td> total</td>\n",
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" <td> ((absorption / flux) / (total / flux))</td>\n",
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" <td> 0.076219</td>\n",
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@ -998,8 +998,8 @@
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" <tr>\n",
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" <th>1</th>\n",
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" <td> 1</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 2.00e+01</td>\n",
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" <td> 0.000001</td>\n",
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" <td> 20.000000</td>\n",
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" <td> total</td>\n",
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" <td> ((absorption / flux) / (total / flux))</td>\n",
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" <td> 0.019319</td>\n",
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@ -1010,13 +1010,13 @@
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"</div>"
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],
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"text/plain": [
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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"\n",
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" score mean std. dev. \n",
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"0 ((absorption / flux) / (total / flux)) 0.076219 0.000651 \n",
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"1 ((absorption / flux) / (total / flux)) 0.019319 0.000086 "
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" score mean std. dev. \n",
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"0 ((absorption / flux) / (total / flux)) 7.62e-02 6.51e-04 \n",
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"1 ((absorption / flux) / (total / flux)) 1.93e-02 8.65e-05 "
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]
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},
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"execution_count": 24,
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@ -1060,8 +1060,8 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td> 1</td>\n",
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" <td> 0.00e+00</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0.000001</td>\n",
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" <td> total</td>\n",
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" <td> ((scatter / flux) / (total / flux))</td>\n",
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" <td> 0.923781</td>\n",
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@ -1070,8 +1070,8 @@
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" <tr>\n",
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" <th>1</th>\n",
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" <td> 1</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 2.00e+01</td>\n",
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" <td> 0.000001</td>\n",
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" <td> 20.000000</td>\n",
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" <td> total</td>\n",
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" <td> ((scatter / flux) / (total / flux))</td>\n",
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" <td> 0.980681</td>\n",
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@ -1082,13 +1082,13 @@
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"</div>"
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],
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"text/plain": [
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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"\n",
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" score mean std. dev. \n",
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"0 ((scatter / flux) / (total / flux)) 0.923781 0.007714 \n",
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"1 ((scatter / flux) / (total / flux)) 0.980681 0.002617 "
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" score mean std. dev. \n",
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"0 ((scatter / flux) / (total / flux)) 9.24e-01 7.71e-03 \n",
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"1 ((scatter / flux) / (total / flux)) 9.81e-01 2.62e-03 "
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]
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},
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"execution_count": 25,
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@ -1139,8 +1139,8 @@
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" <tr>\n",
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" <th>0</th>\n",
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" <td> 1</td>\n",
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" <td> 0.00e+00</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 0.000000</td>\n",
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" <td> 0.000001</td>\n",
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" <td> total</td>\n",
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" <td> (((absorption / flux) / (total / flux)) + ((sc...</td>\n",
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" <td> 1</td>\n",
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@ -1149,8 +1149,8 @@
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" <tr>\n",
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" <th>1</th>\n",
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" <td> 1</td>\n",
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" <td> 6.25e-07</td>\n",
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" <td> 2.00e+01</td>\n",
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" <td> 0.000001</td>\n",
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" <td> 20.000000</td>\n",
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" <td> total</td>\n",
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" <td> (((absorption / flux) / (total / flux)) + ((sc...</td>\n",
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" <td> 1</td>\n",
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@ -1161,13 +1161,13 @@
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"</div>"
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],
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"text/plain": [
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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" cell energy low [MeV] energy high [MeV] nuclide \\\n",
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"0 1 0.00e+00 6.25e-07 total \n",
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"1 1 6.25e-07 2.00e+01 total \n",
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"\n",
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" score mean std. dev. \n",
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"0 (((absorption / flux) / (total / flux)) + ((sc... 1 0.007741 \n",
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"1 (((absorption / flux) / (total / flux)) + ((sc... 1 0.002619 "
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" score mean std. dev. \n",
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"0 (((absorption / flux) / (total / flux)) + ((sc... 1.00e+00 7.74e-03 \n",
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"1 (((absorption / flux) / (total / flux)) + ((sc... 1.00e+00 2.62e-03 "
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]
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},
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"execution_count": 26,
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@ -1182,15 +1182,6 @@
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"# The scattering-to-total ratio is a derived tally which can generate Pandas DataFrames for inspection\n",
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"sum_ratio.get_pandas_dataframe()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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|
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File diff suppressed because one or more lines are too long
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@ -366,7 +366,7 @@
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"outputs": [
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{
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"data": {
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"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\n4+lBBQAAAABJRU5ErkJggg==\n",
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"image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\nVE6KjgAAAABJRU5ErkJggg==\n",
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"text/plain": [
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"<IPython.core.display.Image object>"
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]
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@ -577,7 +577,7 @@
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" License: http://mit-crpg.github.io/openmc/license.html\n",
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" Version: 0.7.1\n",
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" Git SHA1: 34381b40a9445a727e360873aaa6ef892af1cb6a\n",
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" Date/Time: 2016-02-07 14:16:08\n",
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" Date/Time: 2016-02-07 16:05:17\n",
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" MPI Processes: 1\n",
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"\n",
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" ===========================================================================\n",
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"\n",
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" =======================> TIMING STATISTICS <=======================\n",
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"\n",
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" Total time for initialization = 4.0900E-01 seconds\n",
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" Reading cross sections = 1.0100E-01 seconds\n",
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" Total time in simulation = 7.8100E+00 seconds\n",
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" Time in transport only = 7.7980E+00 seconds\n",
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" Time in inactive batches = 1.3850E+00 seconds\n",
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" Time in active batches = 6.4250E+00 seconds\n",
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" Time synchronizing fission bank = 1.0000E-03 seconds\n",
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" Sampling source sites = 0.0000E+00 seconds\n",
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" SEND/RECV source sites = 1.0000E-03 seconds\n",
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" Total time for initialization = 3.4700E-01 seconds\n",
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" Reading cross sections = 9.1000E-02 seconds\n",
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" Total time in simulation = 7.3920E+00 seconds\n",
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" Time in transport only = 7.3820E+00 seconds\n",
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" Time in inactive batches = 1.0930E+00 seconds\n",
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" Time in active batches = 6.2990E+00 seconds\n",
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" Time synchronizing fission bank = 2.0000E-03 seconds\n",
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" Sampling source sites = 1.0000E-03 seconds\n",
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" SEND/RECV source sites = 0.0000E+00 seconds\n",
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" Time accumulating tallies = 0.0000E+00 seconds\n",
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" Total time for finalization = 1.0000E-03 seconds\n",
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" Total time elapsed = 8.2360E+00 seconds\n",
|
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" Calculation Rate (inactive) = 9025.27 neutrons/second\n",
|
||||
" Calculation Rate (active) = 5836.58 neutrons/second\n",
|
||||
" Total time for finalization = 2.0000E-03 seconds\n",
|
||||
" Total time elapsed = 7.7510E+00 seconds\n",
|
||||
" Calculation Rate (inactive) = 11436.4 neutrons/second\n",
|
||||
" Calculation Rate (active) = 5953.33 neutrons/second\n",
|
||||
"\n",
|
||||
" ============================> RESULTS <============================\n",
|
||||
"\n",
|
||||
|
|
@ -769,8 +769,8 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" nuclide score mean std. dev.\n",
|
||||
"0 total (nu-fission / absorption) 1.040166 0.009069"
|
||||
" nuclide score mean std. dev.\n",
|
||||
"0 total (nu-fission / absorption) 1.04e+00 9.07e-03"
|
||||
]
|
||||
},
|
||||
"execution_count": 26,
|
||||
|
|
@ -821,8 +821,8 @@
|
|||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> total</td>\n",
|
||||
" <td> absorption</td>\n",
|
||||
" <td> 0.694707</td>\n",
|
||||
|
|
@ -833,8 +833,8 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
|
||||
"0 0.00e+00 6.25e-07 total absorption 0.694707 0.006699"
|
||||
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
|
||||
"0 0.00e+00 6.25e-07 total absorption 6.95e-01 6.70e-03"
|
||||
]
|
||||
},
|
||||
"execution_count": 27,
|
||||
|
|
@ -883,8 +883,8 @@
|
|||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> total</td>\n",
|
||||
" <td> nu-fission</td>\n",
|
||||
" <td> 1.201216</td>\n",
|
||||
|
|
@ -895,8 +895,8 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
|
||||
"0 0.00e+00 6.25e-07 total nu-fission 1.201216 0.012288"
|
||||
" energy low [MeV] energy high [MeV] nuclide score mean std. dev.\n",
|
||||
"0 0.00e+00 6.25e-07 total nu-fission 1.20e+00 1.23e-02"
|
||||
]
|
||||
},
|
||||
"execution_count": 28,
|
||||
|
|
@ -947,8 +947,8 @@
|
|||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> total</td>\n",
|
||||
" <td> absorption</td>\n",
|
||||
|
|
@ -960,11 +960,11 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" energy low [MeV] energy high [MeV] cell nuclide score mean \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total absorption 0.74925 \n",
|
||||
" energy low [MeV] energy high [MeV] cell nuclide score mean \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total absorption 7.49e-01 \n",
|
||||
"\n",
|
||||
" std. dev. \n",
|
||||
"0 0.008257 "
|
||||
"0 8.26e-03 "
|
||||
]
|
||||
},
|
||||
"execution_count": 29,
|
||||
|
|
@ -1013,8 +1013,8 @@
|
|||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> total</td>\n",
|
||||
" <td> (nu-fission / absorption)</td>\n",
|
||||
|
|
@ -1026,11 +1026,11 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" energy low [MeV] energy high [MeV] cell nuclide \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total \n",
|
||||
" energy low [MeV] energy high [MeV] cell nuclide \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total \n",
|
||||
"\n",
|
||||
" score mean std. dev. \n",
|
||||
"0 (nu-fission / absorption) 1.663616 0.018624 "
|
||||
" score mean std. dev. \n",
|
||||
"0 (nu-fission / absorption) 1.66e+00 1.86e-02 "
|
||||
]
|
||||
},
|
||||
"execution_count": 30,
|
||||
|
|
@ -1078,8 +1078,8 @@
|
|||
" <tbody>\n",
|
||||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> total</td>\n",
|
||||
" <td> (((absorption * nu-fission) * absorption) * (n...</td>\n",
|
||||
|
|
@ -1091,11 +1091,11 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" energy low [MeV] energy high [MeV] cell nuclide \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total \n",
|
||||
" energy low [MeV] energy high [MeV] cell nuclide \\\n",
|
||||
"0 0.00e+00 6.25e-07 10000 total \n",
|
||||
"\n",
|
||||
" score mean std. dev. \n",
|
||||
"0 (((absorption * nu-fission) * absorption) * (n... 1.040166 0.021928 "
|
||||
" score mean std. dev. \n",
|
||||
"0 (((absorption * nu-fission) * absorption) * (n... 1.04e+00 2.19e-02 "
|
||||
]
|
||||
},
|
||||
"execution_count": 31,
|
||||
|
|
@ -1161,8 +1161,8 @@
|
|||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> (U-238 / total)</td>\n",
|
||||
" <td> (nu-fission / flux)</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
|
|
@ -1171,8 +1171,8 @@
|
|||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> (U-238 / total)</td>\n",
|
||||
" <td> (scatter / flux)</td>\n",
|
||||
" <td> 0.209989</td>\n",
|
||||
|
|
@ -1181,8 +1181,8 @@
|
|||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> (U-235 / total)</td>\n",
|
||||
" <td> (nu-fission / flux)</td>\n",
|
||||
" <td> 0.356420</td>\n",
|
||||
|
|
@ -1191,8 +1191,8 @@
|
|||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> (U-235 / total)</td>\n",
|
||||
" <td> (scatter / flux)</td>\n",
|
||||
" <td> 0.005555</td>\n",
|
||||
|
|
@ -1201,8 +1201,8 @@
|
|||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> (U-238 / total)</td>\n",
|
||||
" <td> (nu-fission / flux)</td>\n",
|
||||
" <td> 0.007155</td>\n",
|
||||
|
|
@ -1211,8 +1211,8 @@
|
|||
" <tr>\n",
|
||||
" <th>5</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> (U-238 / total)</td>\n",
|
||||
" <td> (scatter / flux)</td>\n",
|
||||
" <td> 0.227770</td>\n",
|
||||
|
|
@ -1221,8 +1221,8 @@
|
|||
" <tr>\n",
|
||||
" <th>6</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> (U-235 / total)</td>\n",
|
||||
" <td> (nu-fission / flux)</td>\n",
|
||||
" <td> 0.008067</td>\n",
|
||||
|
|
@ -1231,8 +1231,8 @@
|
|||
" <tr>\n",
|
||||
" <th>7</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> (U-235 / total)</td>\n",
|
||||
" <td> (scatter / flux)</td>\n",
|
||||
" <td> 0.003367</td>\n",
|
||||
|
|
@ -1243,25 +1243,25 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
|
||||
"0 10000 0.00e+00 6.25e-07 (U-238 / total) \n",
|
||||
"1 10000 0.00e+00 6.25e-07 (U-238 / total) \n",
|
||||
"2 10000 0.00e+00 6.25e-07 (U-235 / total) \n",
|
||||
"3 10000 0.00e+00 6.25e-07 (U-235 / total) \n",
|
||||
"4 10000 6.25e-07 2.00e+01 (U-238 / total) \n",
|
||||
"5 10000 6.25e-07 2.00e+01 (U-238 / total) \n",
|
||||
"6 10000 6.25e-07 2.00e+01 (U-235 / total) \n",
|
||||
"7 10000 6.25e-07 2.00e+01 (U-235 / total) \n",
|
||||
" cell energy low [MeV] energy high [MeV] nuclide \\\n",
|
||||
"0 10000 0.00e+00 6.25e-07 (U-238 / total) \n",
|
||||
"1 10000 0.00e+00 6.25e-07 (U-238 / total) \n",
|
||||
"2 10000 0.00e+00 6.25e-07 (U-235 / total) \n",
|
||||
"3 10000 0.00e+00 6.25e-07 (U-235 / total) \n",
|
||||
"4 10000 6.25e-07 2.00e+01 (U-238 / total) \n",
|
||||
"5 10000 6.25e-07 2.00e+01 (U-238 / total) \n",
|
||||
"6 10000 6.25e-07 2.00e+01 (U-235 / total) \n",
|
||||
"7 10000 6.25e-07 2.00e+01 (U-235 / total) \n",
|
||||
"\n",
|
||||
" score mean std. dev. \n",
|
||||
"0 (nu-fission / flux) 0.000001 7.377419e-09 \n",
|
||||
"1 (scatter / flux) 0.209989 2.303838e-03 \n",
|
||||
"2 (nu-fission / flux) 0.356420 3.951669e-03 \n",
|
||||
"3 (scatter / flux) 0.005555 6.101004e-05 \n",
|
||||
"4 (nu-fission / flux) 0.007155 8.053460e-05 \n",
|
||||
"5 (scatter / flux) 0.227770 1.079289e-03 \n",
|
||||
"6 (nu-fission / flux) 0.008067 5.254797e-05 \n",
|
||||
"7 (scatter / flux) 0.003367 1.647058e-05 "
|
||||
" score mean std. dev. \n",
|
||||
"0 (nu-fission / flux) 6.66e-07 7.38e-09 \n",
|
||||
"1 (scatter / flux) 2.10e-01 2.30e-03 \n",
|
||||
"2 (nu-fission / flux) 3.56e-01 3.95e-03 \n",
|
||||
"3 (scatter / flux) 5.56e-03 6.10e-05 \n",
|
||||
"4 (nu-fission / flux) 7.15e-03 8.05e-05 \n",
|
||||
"5 (scatter / flux) 2.28e-01 1.08e-03 \n",
|
||||
"6 (nu-fission / flux) 8.07e-03 5.25e-05 \n",
|
||||
"7 (scatter / flux) 3.37e-03 1.65e-05 "
|
||||
]
|
||||
},
|
||||
"execution_count": 33,
|
||||
|
|
@ -1396,8 +1396,8 @@
|
|||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> U-238</td>\n",
|
||||
" <td> nu-fission</td>\n",
|
||||
" <td> 0.000002</td>\n",
|
||||
|
|
@ -1406,8 +1406,8 @@
|
|||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 0.00e+00</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> U-235</td>\n",
|
||||
" <td> nu-fission</td>\n",
|
||||
" <td> 0.868553</td>\n",
|
||||
|
|
@ -1416,8 +1416,8 @@
|
|||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> U-238</td>\n",
|
||||
" <td> nu-fission</td>\n",
|
||||
" <td> 0.082149</td>\n",
|
||||
|
|
@ -1426,8 +1426,8 @@
|
|||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td> 10000</td>\n",
|
||||
" <td> 6.25e-07</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> U-235</td>\n",
|
||||
" <td> nu-fission</td>\n",
|
||||
" <td> 0.092618</td>\n",
|
||||
|
|
@ -1438,17 +1438,17 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
|
||||
"0 10000 0.00e+00 6.25e-07 U-238 nu-fission 0.000002 \n",
|
||||
"1 10000 0.00e+00 6.25e-07 U-235 nu-fission 0.868553 \n",
|
||||
"2 10000 6.25e-07 2.00e+01 U-238 nu-fission 0.082149 \n",
|
||||
"3 10000 6.25e-07 2.00e+01 U-235 nu-fission 0.092618 \n",
|
||||
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
|
||||
"0 10000 0.00e+00 6.25e-07 U-238 nu-fission 1.62e-06 \n",
|
||||
"1 10000 0.00e+00 6.25e-07 U-235 nu-fission 8.69e-01 \n",
|
||||
"2 10000 6.25e-07 2.00e+01 U-238 nu-fission 8.21e-02 \n",
|
||||
"3 10000 6.25e-07 2.00e+01 U-235 nu-fission 9.26e-02 \n",
|
||||
"\n",
|
||||
" std. dev. \n",
|
||||
"0 1.283958e-08 \n",
|
||||
"1 6.880390e-03 \n",
|
||||
"2 8.837250e-04 \n",
|
||||
"3 5.195308e-04 "
|
||||
" std. dev. \n",
|
||||
"0 1.28e-08 \n",
|
||||
"1 6.88e-03 \n",
|
||||
"2 8.84e-04 \n",
|
||||
"3 5.20e-04 "
|
||||
]
|
||||
},
|
||||
"execution_count": 37,
|
||||
|
|
@ -1490,8 +1490,8 @@
|
|||
" <tr>\n",
|
||||
" <th>0</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.00e-08</td>\n",
|
||||
" <td> 1.08e-07</td>\n",
|
||||
" <td> 1.000000e-08</td>\n",
|
||||
" <td> 0.000000</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 4.619398</td>\n",
|
||||
|
|
@ -1500,8 +1500,8 @@
|
|||
" <tr>\n",
|
||||
" <th>1</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.08e-07</td>\n",
|
||||
" <td> 1.17e-06</td>\n",
|
||||
" <td> 1.080060e-07</td>\n",
|
||||
" <td> 0.000001</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 2.030757</td>\n",
|
||||
|
|
@ -1510,8 +1510,8 @@
|
|||
" <tr>\n",
|
||||
" <th>2</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.17e-06</td>\n",
|
||||
" <td> 1.26e-05</td>\n",
|
||||
" <td> 1.166529e-06</td>\n",
|
||||
" <td> 0.000013</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 1.658488</td>\n",
|
||||
|
|
@ -1520,8 +1520,8 @@
|
|||
" <tr>\n",
|
||||
" <th>3</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.26e-05</td>\n",
|
||||
" <td> 1.36e-04</td>\n",
|
||||
" <td> 1.259921e-05</td>\n",
|
||||
" <td> 0.000136</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 1.853002</td>\n",
|
||||
|
|
@ -1530,8 +1530,8 @@
|
|||
" <tr>\n",
|
||||
" <th>4</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.36e-04</td>\n",
|
||||
" <td> 1.47e-03</td>\n",
|
||||
" <td> 1.360790e-04</td>\n",
|
||||
" <td> 0.001470</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 2.050773</td>\n",
|
||||
|
|
@ -1540,8 +1540,8 @@
|
|||
" <tr>\n",
|
||||
" <th>5</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.47e-03</td>\n",
|
||||
" <td> 1.59e-02</td>\n",
|
||||
" <td> 1.469734e-03</td>\n",
|
||||
" <td> 0.015874</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 2.131759</td>\n",
|
||||
|
|
@ -1550,8 +1550,8 @@
|
|||
" <tr>\n",
|
||||
" <th>6</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.59e-02</td>\n",
|
||||
" <td> 1.71e-01</td>\n",
|
||||
" <td> 1.587401e-02</td>\n",
|
||||
" <td> 0.171449</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 2.213710</td>\n",
|
||||
|
|
@ -1560,8 +1560,8 @@
|
|||
" <tr>\n",
|
||||
" <th>7</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.71e-01</td>\n",
|
||||
" <td> 1.85e+00</td>\n",
|
||||
" <td> 1.714488e-01</td>\n",
|
||||
" <td> 1.851749</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 2.011925</td>\n",
|
||||
|
|
@ -1570,8 +1570,8 @@
|
|||
" <tr>\n",
|
||||
" <th>8</th>\n",
|
||||
" <td> 10002</td>\n",
|
||||
" <td> 1.85e+00</td>\n",
|
||||
" <td> 2.00e+01</td>\n",
|
||||
" <td> 1.851749e+00</td>\n",
|
||||
" <td> 20.000000</td>\n",
|
||||
" <td> H-1</td>\n",
|
||||
" <td> scatter</td>\n",
|
||||
" <td> 0.371280</td>\n",
|
||||
|
|
@ -1582,27 +1582,27 @@
|
|||
"</div>"
|
||||
],
|
||||
"text/plain": [
|
||||
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
|
||||
"0 10002 1.00e-08 1.08e-07 H-1 scatter 4.619398 \n",
|
||||
"1 10002 1.08e-07 1.17e-06 H-1 scatter 2.030757 \n",
|
||||
"2 10002 1.17e-06 1.26e-05 H-1 scatter 1.658488 \n",
|
||||
"3 10002 1.26e-05 1.36e-04 H-1 scatter 1.853002 \n",
|
||||
"4 10002 1.36e-04 1.47e-03 H-1 scatter 2.050773 \n",
|
||||
"5 10002 1.47e-03 1.59e-02 H-1 scatter 2.131759 \n",
|
||||
"6 10002 1.59e-02 1.71e-01 H-1 scatter 2.213710 \n",
|
||||
"7 10002 1.71e-01 1.85e+00 H-1 scatter 2.011925 \n",
|
||||
"8 10002 1.85e+00 2.00e+01 H-1 scatter 0.371280 \n",
|
||||
" cell energy low [MeV] energy high [MeV] nuclide score mean \\\n",
|
||||
"0 10002 1.00e-08 1.08e-07 H-1 scatter 4.62e+00 \n",
|
||||
"1 10002 1.08e-07 1.17e-06 H-1 scatter 2.03e+00 \n",
|
||||
"2 10002 1.17e-06 1.26e-05 H-1 scatter 1.66e+00 \n",
|
||||
"3 10002 1.26e-05 1.36e-04 H-1 scatter 1.85e+00 \n",
|
||||
"4 10002 1.36e-04 1.47e-03 H-1 scatter 2.05e+00 \n",
|
||||
"5 10002 1.47e-03 1.59e-02 H-1 scatter 2.13e+00 \n",
|
||||
"6 10002 1.59e-02 1.71e-01 H-1 scatter 2.21e+00 \n",
|
||||
"7 10002 1.71e-01 1.85e+00 H-1 scatter 2.01e+00 \n",
|
||||
"8 10002 1.85e+00 2.00e+01 H-1 scatter 3.71e-01 \n",
|
||||
"\n",
|
||||
" std. dev. \n",
|
||||
"0 0.040124 \n",
|
||||
"1 0.011239 \n",
|
||||
"2 0.009777 \n",
|
||||
"3 0.007378 \n",
|
||||
"4 0.012484 \n",
|
||||
"5 0.007821 \n",
|
||||
"6 0.015159 \n",
|
||||
"7 0.009406 \n",
|
||||
"8 0.003949 "
|
||||
"0 4.01e-02 \n",
|
||||
"1 1.12e-02 \n",
|
||||
"2 9.78e-03 \n",
|
||||
"3 7.38e-03 \n",
|
||||
"4 1.25e-02 \n",
|
||||
"5 7.82e-03 \n",
|
||||
"6 1.52e-02 \n",
|
||||
"7 9.41e-03 \n",
|
||||
"8 3.95e-03 "
|
||||
]
|
||||
},
|
||||
"execution_count": 38,
|
||||
|
|
|
|||
|
|
@ -430,7 +430,7 @@ class CrossFilter(object):
|
|||
filter_index = left_index * self.right_filter.num_bins + right_index
|
||||
return filter_index
|
||||
|
||||
def get_pandas_dataframe(self, datasize, summary=None, **kwargs):
|
||||
def get_pandas_dataframe(self, datasize, summary=None):
|
||||
"""Builds a Pandas DataFrame for the CrossFilter's bins.
|
||||
|
||||
This method constructs a Pandas DataFrame object for the CrossFilter
|
||||
|
|
@ -454,14 +454,6 @@ class CrossFilter(object):
|
|||
column with a geometric "path" to each distribcell instance.
|
||||
NOTE: This option requires the OpenCG Python package.
|
||||
|
||||
Keyword arguments
|
||||
-----------------
|
||||
energy_fmt : None or string
|
||||
If a format string is provided, energy and energyout filter bins
|
||||
will be converted from floats to strings using the given format. If
|
||||
None is provided, the values will be left as floats. The default is
|
||||
'{:.2e}'.
|
||||
|
||||
Returns
|
||||
-------
|
||||
pandas.DataFrame
|
||||
|
|
@ -480,15 +472,12 @@ class CrossFilter(object):
|
|||
|
||||
# If left and right filters are identical, do not combine bins
|
||||
if self.left_filter == self.right_filter:
|
||||
df = self.left_filter.get_pandas_dataframe(datasize, summary,
|
||||
**kwargs)
|
||||
df = self.left_filter.get_pandas_dataframe(datasize, summary)
|
||||
|
||||
# If left and right filters are different, combine their bins
|
||||
else:
|
||||
left_df = self.left_filter.get_pandas_dataframe(datasize, summary,
|
||||
**kwargs)
|
||||
right_df = self.right_filter.get_pandas_dataframe(datasize, summary,
|
||||
**kwargs)
|
||||
left_df = self.left_filter.get_pandas_dataframe(datasize, summary)
|
||||
right_df = self.right_filter.get_pandas_dataframe(datasize, summary)
|
||||
left_df = left_df.astype(str)
|
||||
right_df = right_df.astype(str)
|
||||
df = '(' + left_df + ' ' + self.binary_op + ' ' + right_df + ')'
|
||||
|
|
@ -842,7 +831,7 @@ class AggregateFilter(object):
|
|||
else:
|
||||
return 0
|
||||
|
||||
def get_pandas_dataframe(self, datasize, summary=None, **kwargs):
|
||||
def get_pandas_dataframe(self, datasize, summary=None):
|
||||
"""Builds a Pandas DataFrame for the AggregateFilter's bins.
|
||||
|
||||
This method constructs a Pandas DataFrame object for the AggregateFilter
|
||||
|
|
|
|||
|
|
@ -462,7 +462,7 @@ class Filter(object):
|
|||
|
||||
return filter_bin
|
||||
|
||||
def get_pandas_dataframe(self, data_size, summary=None, **kwargs):
|
||||
def get_pandas_dataframe(self, data_size, summary=None):
|
||||
"""Builds a Pandas DataFrame for the Filter's bins.
|
||||
|
||||
This method constructs a Pandas DataFrame object for the filter with
|
||||
|
|
@ -484,14 +484,6 @@ class Filter(object):
|
|||
column with a geometric "path" to each distribcell instance.
|
||||
NOTE: This option requires the OpenCG Python package.
|
||||
|
||||
Keyword arguments
|
||||
-----------------
|
||||
energy_fmt : None or string
|
||||
If a format string is provided, energy and energyout filter bins
|
||||
will be converted from floats to strings using the given format. If
|
||||
None is provided, the values will be left as floats. The default is
|
||||
'{:.2e}'.
|
||||
|
||||
Returns
|
||||
-------
|
||||
pandas.DataFrame
|
||||
|
|
@ -735,12 +727,6 @@ class Filter(object):
|
|||
lo_bins = np.tile(lo_bins, tile_factor)
|
||||
hi_bins = np.tile(hi_bins, tile_factor)
|
||||
|
||||
# Format the energy values, if necessary.
|
||||
energy_fmt = kwargs.setdefault('energy_fmt', '{:.2e}')
|
||||
if energy_fmt is not None:
|
||||
lo_bins = [energy_fmt.format(E) for E in lo_bins]
|
||||
hi_bins = [energy_fmt.format(E) for E in hi_bins]
|
||||
|
||||
# Add the new energy columns to the DataFrame.
|
||||
df.loc[:, self.type + ' low [MeV]'] = lo_bins
|
||||
df.loc[:, self.type + ' high [MeV]'] = hi_bins
|
||||
|
|
|
|||
|
|
@ -2,6 +2,7 @@ from __future__ import division
|
|||
|
||||
from collections import Iterable, defaultdict
|
||||
import copy
|
||||
from functools import partial
|
||||
import os
|
||||
import pickle
|
||||
import itertools
|
||||
|
|
@ -1244,7 +1245,7 @@ class Tally(object):
|
|||
return data
|
||||
|
||||
def get_pandas_dataframe(self, filters=True, nuclides=True,
|
||||
scores=True, summary=None, **kwargs):
|
||||
scores=True, summary=None, float_format='{:.2e}'):
|
||||
"""Build a Pandas DataFrame for the Tally data.
|
||||
|
||||
This method constructs a Pandas DataFrame object for the Tally data
|
||||
|
|
@ -1268,14 +1269,9 @@ class Tally(object):
|
|||
information in the Summary object is embedded into a Multi-index
|
||||
column with a geometric "path" to each distribcell intance.
|
||||
NOTE: This option requires the OpenCG Python package.
|
||||
|
||||
Keyword arguments
|
||||
-----------------
|
||||
energy_fmt : None or string
|
||||
If a format string is provided, energy and energyout filter bins
|
||||
will be converted from floats to strings using the given format. If
|
||||
None is provided, the values will be left as floats. The default is
|
||||
'{:.2e}'.
|
||||
float_format : string
|
||||
All floats in the DataFrame will be formatted using the given
|
||||
format string before printing.
|
||||
|
||||
Returns
|
||||
-------
|
||||
|
|
@ -1324,8 +1320,7 @@ class Tally(object):
|
|||
|
||||
# Append each Filter's DataFrame to the overall DataFrame
|
||||
for self_filter in self.filters:
|
||||
filter_df = self_filter.get_pandas_dataframe(data_size, summary,
|
||||
**kwargs)
|
||||
filter_df = self_filter.get_pandas_dataframe(data_size, summary)
|
||||
df = pd.concat([df, filter_df], axis=1)
|
||||
|
||||
# Include DataFrame column for nuclides if user requested it
|
||||
|
|
@ -1376,6 +1371,10 @@ class Tally(object):
|
|||
# Create and set a MultiIndex for the DataFrame's columns
|
||||
df.columns = pd.MultiIndex.from_tuples(columns)
|
||||
|
||||
# Modify the df.to_string method so that it prints formatted strings.
|
||||
# Credit to http://stackoverflow.com/users/3657742/chrisb for this trick
|
||||
df.to_string = partial(df.to_string, float_format=float_format.format)
|
||||
|
||||
return df
|
||||
|
||||
def get_reshaped_data(self, value='mean'):
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue