From 67971b5c6025a0ea02fac567d91cbd6441ad5b5e Mon Sep 17 00:00:00 2001 From: Will Boyd Date: Sat, 3 Oct 2015 00:04:01 -0400 Subject: [PATCH] Cleaned up docstring comments in filter.py and cross.py --- .../examples/pandas-dataframes.ipynb | 753 ++++++++---------- .../pythonapi/examples/post-processing.ipynb | 82 +- .../pythonapi/examples/tally-arithmetic.ipynb | 297 +++---- openmc/cross.py | 13 +- openmc/filter.py | 20 +- openmc/mesh.py | 2 +- openmc/mgxs/groups.py | 42 +- openmc/statepoint.py | 2 +- 8 files changed, 551 insertions(+), 660 deletions(-) diff --git a/docs/source/pythonapi/examples/pandas-dataframes.ipynb b/docs/source/pythonapi/examples/pandas-dataframes.ipynb index cb63e2ac3..34bb533cd 100644 --- a/docs/source/pythonapi/examples/pandas-dataframes.ipynb +++ b/docs/source/pythonapi/examples/pandas-dataframes.ipynb @@ -358,7 +358,18 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Run openmc in plotting mode\n", "executor = openmc.Executor()\n", @@ -374,7 +385,7 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/plain": [ "" ] @@ -563,8 +574,9 @@ " Copyright: 2011-2015 Massachusetts Institute of Technology\n", " License: http://mit-crpg.github.io/openmc/license.html\n", " Version: 0.7.0\n", - " Git SHA1: b167d70c877c516deca785801b9fa6f53fb0985b\n", - " Date/Time: 2015-09-21 10:27:06\n", + " Git SHA1: e0c2aace2e73367536fa03e153b67a2d038cd2b3\n", + " Date/Time: 2015-10-03 00:01:31\n", + " MPI Processes: 1\n", "\n", " ===========================================================================\n", " ========================> INITIALIZATION <=========================\n", @@ -631,20 +643,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 4.4100E-01 seconds\n", - " Reading cross sections = 1.7900E-01 seconds\n", - " Total time in simulation = 1.2656E+01 seconds\n", - " Time in transport only = 1.2642E+01 seconds\n", - " Time in inactive batches = 2.0300E+00 seconds\n", - " Time in active batches = 1.0626E+01 seconds\n", - " Time synchronizing fission bank = 4.0000E-03 seconds\n", - " Sampling source sites = 3.0000E-03 seconds\n", - " SEND/RECV source sites = 1.0000E-03 seconds\n", + " Total time for initialization = 5.9000E-01 seconds\n", + " Reading cross sections = 1.2900E-01 seconds\n", + " Total time in simulation = 1.4684E+01 seconds\n", + " Time in transport only = 1.4653E+01 seconds\n", + " Time in inactive batches = 1.7680E+00 seconds\n", + " Time in active batches = 1.2916E+01 seconds\n", + " Time synchronizing fission bank = 3.0000E-03 seconds\n", + " Sampling source sites = 1.0000E-03 seconds\n", + " SEND/RECV source sites = 2.0000E-03 seconds\n", " Time accumulating tallies = 0.0000E+00 seconds\n", " Total time for finalization = 0.0000E+00 seconds\n", - " Total time elapsed = 1.3110E+01 seconds\n", - " Calculation Rate (inactive) = 6157.64 neutrons/second\n", - " Calculation Rate (active) = 3529.08 neutrons/second\n", + " Total time elapsed = 1.5286E+01 seconds\n", + " Calculation Rate (inactive) = 7070.14 neutrons/second\n", + " Calculation Rate (active) = 2903.38 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -769,13 +781,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[[ 0.15044911]]\n", + "[[[ 0.1127471 ]]\n", "\n", - " [[ 0.09149973]]\n", + " [[ 0.06599162]]\n", "\n", - " [[ 0.27611475]]\n", + " [[ 0.25310075]]\n", "\n", - " [[ 0.12476673]]]\n" + " [[ 0.10150973]]]\n" ] } ], @@ -819,16 +831,6 @@ " \n", " \n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -836,229 +838,228 @@ " 1\n", " 1\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " fission\n", - " 0.000236\n", - " 0.000035\n", + " 0.000224\n", + " 0.000025\n", " \n", " \n", " 1\n", " 1\n", " 1\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " nu-fission\n", - " 0.000574\n", - " 0.000086\n", + " 0.000546\n", + " 0.000062\n", " \n", " \n", " 2\n", " 1\n", " 1\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " fission\n", - " 0.000072\n", - " 0.000006\n", + " 0.000071\n", + " 0.000004\n", " \n", " \n", " 3\n", " 1\n", " 1\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " nu-fission\n", - " 0.000190\n", - " 0.000014\n", + " 0.000187\n", + " 0.000010\n", " \n", " \n", " 4\n", " 1\n", " 2\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " fission\n", - " 0.000451\n", - " 0.000058\n", + " 0.000392\n", + " 0.000045\n", " \n", " \n", " 5\n", " 1\n", " 2\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " nu-fission\n", - " 0.001100\n", - " 0.000141\n", + " 0.000955\n", + " 0.000110\n", " \n", " \n", " 6\n", " 1\n", " 2\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " fission\n", - " 0.000095\n", - " 0.000006\n", + " 0.000096\n", + " 0.000005\n", " \n", " \n", " 7\n", " 1\n", " 2\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " nu-fission\n", - " 0.000250\n", - " 0.000016\n", + " 0.000252\n", + " 0.000014\n", " \n", " \n", " 8\n", " 1\n", " 3\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " fission\n", - " 0.000575\n", - " 0.000080\n", + " 0.000551\n", + " 0.000053\n", " \n", " \n", " 9\n", " 1\n", " 3\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " nu-fission\n", - " 0.001401\n", - " 0.000194\n", + " 0.001343\n", + " 0.000130\n", " \n", " \n", " 10\n", " 1\n", " 3\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " fission\n", - " 0.000134\n", - " 0.000011\n", + " 0.000131\n", + " 0.000008\n", " \n", " \n", " 11\n", " 1\n", " 3\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " nu-fission\n", - " 0.000353\n", - " 0.000028\n", + " 0.000343\n", + " 0.000019\n", " \n", " \n", " 12\n", " 1\n", " 4\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " fission\n", - " 0.000655\n", - " 0.000071\n", + " 0.000688\n", + " 0.000063\n", " \n", " \n", " 13\n", " 1\n", " 4\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " nu-fission\n", - " 0.001596\n", - " 0.000174\n", + " 0.001676\n", + " 0.000153\n", " \n", " \n", " 14\n", " 1\n", " 4\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " fission\n", - " 0.000149\n", - " 0.000009\n", + " 0.000151\n", + " 0.000007\n", " \n", " \n", " 15\n", " 1\n", " 4\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " nu-fission\n", - " 0.000391\n", - " 0.000023\n", + " 0.000395\n", + " 0.000019\n", " \n", " \n", " 16\n", " 1\n", " 5\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " fission\n", - " 0.000781\n", - " 0.000078\n", + " 0.000785\n", + " 0.000065\n", " \n", " \n", " 17\n", " 1\n", " 5\n", " 1\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " nu-fission\n", - " 0.001903\n", - " 0.000191\n", + " 0.001914\n", + " 0.000158\n", " \n", " \n", " 18\n", " 1\n", " 5\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " fission\n", - " 0.000185\n", - " 0.000009\n", + " 0.000187\n", + " 0.000008\n", " \n", " \n", " 19\n", " 1\n", " 5\n", " 1\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " nu-fission\n", - " 0.000484\n", - " 0.000024\n", + " 0.000487\n", + " 0.000019\n", " \n", " \n", "\n", "" ], "text/plain": [ - " mesh 1 energy [MeV] score mean std. dev.\n", - " x y z \n", - "bin \n", - "0 1 1 1 0.0e+00 - 6.3e-07 fission 0.000236 0.000035\n", - "1 1 1 1 0.0e+00 - 6.3e-07 nu-fission 0.000574 0.000086\n", - "2 1 1 1 6.3e-07 - 2.0e+01 fission 0.000072 0.000006\n", - "3 1 1 1 6.3e-07 - 2.0e+01 nu-fission 0.000190 0.000014\n", - "4 1 2 1 0.0e+00 - 6.3e-07 fission 0.000451 0.000058\n", - "5 1 2 1 0.0e+00 - 6.3e-07 nu-fission 0.001100 0.000141\n", - "6 1 2 1 6.3e-07 - 2.0e+01 fission 0.000095 0.000006\n", - "7 1 2 1 6.3e-07 - 2.0e+01 nu-fission 0.000250 0.000016\n", - "8 1 3 1 0.0e+00 - 6.3e-07 fission 0.000575 0.000080\n", - "9 1 3 1 0.0e+00 - 6.3e-07 nu-fission 0.001401 0.000194\n", - "10 1 3 1 6.3e-07 - 2.0e+01 fission 0.000134 0.000011\n", - "11 1 3 1 6.3e-07 - 2.0e+01 nu-fission 0.000353 0.000028\n", - "12 1 4 1 0.0e+00 - 6.3e-07 fission 0.000655 0.000071\n", - "13 1 4 1 0.0e+00 - 6.3e-07 nu-fission 0.001596 0.000174\n", - "14 1 4 1 6.3e-07 - 2.0e+01 fission 0.000149 0.000009\n", - "15 1 4 1 6.3e-07 - 2.0e+01 nu-fission 0.000391 0.000023\n", - "16 1 5 1 0.0e+00 - 6.3e-07 fission 0.000781 0.000078\n", - "17 1 5 1 0.0e+00 - 6.3e-07 nu-fission 0.001903 0.000191\n", - "18 1 5 1 6.3e-07 - 2.0e+01 fission 0.000185 0.000009\n", - "19 1 5 1 6.3e-07 - 2.0e+01 nu-fission 0.000484 0.000024" + " mesh 1 energy [MeV] score mean std. dev.\n", + " x y z \n", + "0 1 1 1 (0.0e+00 - 6.3e-07) fission 0.000224 0.000025\n", + "1 1 1 1 (0.0e+00 - 6.3e-07) nu-fission 0.000546 0.000062\n", + "2 1 1 1 (6.3e-07 - 2.0e+01) fission 0.000071 0.000004\n", + "3 1 1 1 (6.3e-07 - 2.0e+01) nu-fission 0.000187 0.000010\n", + "4 1 2 1 (0.0e+00 - 6.3e-07) fission 0.000392 0.000045\n", + "5 1 2 1 (0.0e+00 - 6.3e-07) nu-fission 0.000955 0.000110\n", + "6 1 2 1 (6.3e-07 - 2.0e+01) fission 0.000096 0.000005\n", + "7 1 2 1 (6.3e-07 - 2.0e+01) nu-fission 0.000252 0.000014\n", + "8 1 3 1 (0.0e+00 - 6.3e-07) fission 0.000551 0.000053\n", + "9 1 3 1 (0.0e+00 - 6.3e-07) nu-fission 0.001343 0.000130\n", + "10 1 3 1 (6.3e-07 - 2.0e+01) fission 0.000131 0.000008\n", + "11 1 3 1 (6.3e-07 - 2.0e+01) nu-fission 0.000343 0.000019\n", + "12 1 4 1 (0.0e+00 - 6.3e-07) fission 0.000688 0.000063\n", + "13 1 4 1 (0.0e+00 - 6.3e-07) nu-fission 0.001676 0.000153\n", + "14 1 4 1 (6.3e-07 - 2.0e+01) fission 0.000151 0.000007\n", + "15 1 4 1 (6.3e-07 - 2.0e+01) nu-fission 0.000395 0.000019\n", + "16 1 5 1 (0.0e+00 - 6.3e-07) fission 0.000785 0.000065\n", + "17 1 5 1 (0.0e+00 - 6.3e-07) nu-fission 0.001914 0.000158\n", + "18 1 5 1 (6.3e-07 - 2.0e+01) fission 0.000187 0.000008\n", + "19 1 5 1 (6.3e-07 - 2.0e+01) nu-fission 0.000487 0.000019" ] }, "execution_count": 25, @@ -1083,9 +1084,9 @@ "outputs": [ { "data": { - "image/png": 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BuoCVABGxG9idph+U9DjQDDxYHtTe3t4/3dLSQmtra86uWJ7u7u5GN8FsQM4881i6un7Z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\n", 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xoJamiIgHtTRFRDxoyJGIiAe1NEVEPKhPU0TEQ35bmnW4sFpn1hWoAWuzrkCN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\nefX/AdmeWI23zkQnAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1129,7 +1130,7 @@ "source": [ "# Extract thermal nu-fission rates from pandas\n", "fiss = df[df['score'] == 'nu-fission']\n", - "fiss = fiss[fiss['energy [MeV]'] == '0.0e+00 - 6.3e-07']\n", + "fiss = fiss[fiss['energy [MeV]'] == '(0.0e+00 - 6.3e-07)']\n", "\n", "# Extract mean and reshape as 2D NumPy arrays\n", "mean = fiss['mean'].reshape((17,17))\n", @@ -1200,14 +1201,6 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -1215,170 +1208,169 @@ " 10000\n", " U-235\n", " scatter-Y0,0\n", - " 0.036453\n", - " 0.001219\n", + " 0.038330\n", + " 0.001119\n", " \n", " \n", " 1\n", " 10000\n", " U-235\n", " scatter-Y1,-1\n", - " 0.000302\n", - " 0.000314\n", + " 0.000008\n", + " 0.000341\n", " \n", " \n", " 2\n", " 10000\n", " U-235\n", " scatter-Y1,0\n", - " -0.000006\n", - " 0.000347\n", + " -0.000342\n", + " 0.000342\n", " \n", " \n", " 3\n", " 10000\n", " U-235\n", " scatter-Y1,1\n", - " 0.000244\n", - " 0.000286\n", + " 0.000201\n", + " 0.000262\n", " \n", " \n", " 4\n", " 10000\n", " U-235\n", " scatter-Y2,-2\n", - " 0.000184\n", - " 0.000211\n", + " 0.000136\n", + " 0.000152\n", " \n", " \n", " 5\n", " 10000\n", " U-235\n", " scatter-Y2,-1\n", - " 0.000067\n", - " 0.000173\n", + " 0.000042\n", + " 0.000131\n", " \n", " \n", " 6\n", " 10000\n", " U-235\n", " scatter-Y2,0\n", - " 0.000353\n", - " 0.000210\n", + " 0.000303\n", + " 0.000185\n", " \n", " \n", " 7\n", " 10000\n", " U-235\n", " scatter-Y2,1\n", - " -0.000266\n", - " 0.000263\n", + " -0.000407\n", + " 0.000184\n", " \n", " \n", " 8\n", " 10000\n", " U-235\n", " scatter-Y2,2\n", - " -0.000246\n", - " 0.000153\n", + " -0.000145\n", + " 0.000120\n", " \n", " \n", " 9\n", " 10000\n", " U-238\n", " scatter-Y0,0\n", - " 2.315893\n", - " 0.008243\n", + " 2.319322\n", + " 0.006166\n", " \n", " \n", " 10\n", " 10000\n", " U-238\n", " scatter-Y1,-1\n", - " -0.022028\n", - " 0.002316\n", + " -0.023638\n", + " 0.001940\n", " \n", " \n", " 11\n", " 10000\n", " U-238\n", " scatter-Y1,0\n", - " -0.003426\n", - " 0.002651\n", + " -0.003463\n", + " 0.001892\n", " \n", " \n", " 12\n", " 10000\n", " U-238\n", " scatter-Y1,1\n", - " 0.026620\n", - " 0.002084\n", + " 0.025099\n", + " 0.002270\n", " \n", " \n", " 13\n", " 10000\n", " U-238\n", " scatter-Y2,-2\n", - " -0.001295\n", - " 0.001627\n", + " -0.000617\n", + " 0.001197\n", " \n", " \n", " 14\n", " 10000\n", " U-238\n", " scatter-Y2,-1\n", - " 0.000759\n", - " 0.001426\n", + " 0.002549\n", + " 0.001187\n", " \n", " \n", " 15\n", " 10000\n", " U-238\n", " scatter-Y2,0\n", - " 0.005513\n", - " 0.001983\n", + " 0.007121\n", + " 0.001646\n", " \n", " \n", " 16\n", " 10000\n", " U-238\n", " scatter-Y2,1\n", - " 0.000431\n", - " 0.001862\n", + " -0.000058\n", + " 0.001323\n", " \n", " \n", " 17\n", " 10000\n", " U-238\n", " scatter-Y2,2\n", - " -0.001962\n", - " 0.001222\n", + " -0.002235\n", + " 0.000867\n", " \n", " \n", "\n", "" ], "text/plain": [ - " cell nuclide score mean std. dev.\n", - "bin \n", - "0 10000 U-235 scatter-Y0,0 0.036453 0.001219\n", - "1 10000 U-235 scatter-Y1,-1 0.000302 0.000314\n", - "2 10000 U-235 scatter-Y1,0 -0.000006 0.000347\n", - "3 10000 U-235 scatter-Y1,1 0.000244 0.000286\n", - "4 10000 U-235 scatter-Y2,-2 0.000184 0.000211\n", - "5 10000 U-235 scatter-Y2,-1 0.000067 0.000173\n", - "6 10000 U-235 scatter-Y2,0 0.000353 0.000210\n", - "7 10000 U-235 scatter-Y2,1 -0.000266 0.000263\n", - "8 10000 U-235 scatter-Y2,2 -0.000246 0.000153\n", - "9 10000 U-238 scatter-Y0,0 2.315893 0.008243\n", - "10 10000 U-238 scatter-Y1,-1 -0.022028 0.002316\n", - "11 10000 U-238 scatter-Y1,0 -0.003426 0.002651\n", - "12 10000 U-238 scatter-Y1,1 0.026620 0.002084\n", - "13 10000 U-238 scatter-Y2,-2 -0.001295 0.001627\n", - "14 10000 U-238 scatter-Y2,-1 0.000759 0.001426\n", - "15 10000 U-238 scatter-Y2,0 0.005513 0.001983\n", - "16 10000 U-238 scatter-Y2,1 0.000431 0.001862\n", - "17 10000 U-238 scatter-Y2,2 -0.001962 0.001222" + " cell nuclide score mean std. dev.\n", + "0 10000 U-235 scatter-Y0,0 0.038330 0.001119\n", + "1 10000 U-235 scatter-Y1,-1 0.000008 0.000341\n", + "2 10000 U-235 scatter-Y1,0 -0.000342 0.000342\n", + "3 10000 U-235 scatter-Y1,1 0.000201 0.000262\n", + "4 10000 U-235 scatter-Y2,-2 0.000136 0.000152\n", + "5 10000 U-235 scatter-Y2,-1 0.000042 0.000131\n", + "6 10000 U-235 scatter-Y2,0 0.000303 0.000185\n", + "7 10000 U-235 scatter-Y2,1 -0.000407 0.000184\n", + "8 10000 U-235 scatter-Y2,2 -0.000145 0.000120\n", + "9 10000 U-238 scatter-Y0,0 2.319322 0.006166\n", + "10 10000 U-238 scatter-Y1,-1 -0.023638 0.001940\n", + "11 10000 U-238 scatter-Y1,0 -0.003463 0.001892\n", + "12 10000 U-238 scatter-Y1,1 0.025099 0.002270\n", + "13 10000 U-238 scatter-Y2,-2 -0.000617 0.001197\n", + "14 10000 U-238 scatter-Y2,-1 0.002549 0.001187\n", + "15 10000 U-238 scatter-Y2,0 0.007121 0.001646\n", + "16 10000 U-238 scatter-Y2,1 -0.000058 0.001323\n", + "17 10000 U-238 scatter-Y2,2 -0.002235 0.000867" ] }, "execution_count": 29, @@ -1412,8 +1404,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[[ 0.00122163 0.00824348]\n", - " [ 0.00015287 0.00121882]]]\n" + "[[[ 0.00086668 0.0061658 ]\n", + " [ 0.00011981 0.00111862]]]\n" ] } ], @@ -1481,25 +1473,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[[ 0.0400168 ]]\n", - "\n", - " [[ 0.05233031]]\n", - "\n", - " [[ 0.03819276]]\n", - "\n", - " [[ 0.02900783]]\n", - "\n", - " [[ 0.03176394]]\n", - "\n", - " [[ 0.03046477]]\n", - "\n", - " [[ 0.03864163]]\n", - "\n", - " [[ 0.02455132]]\n", - "\n", - " [[ 0.02282716]]\n", - "\n", - " [[ 0.02162945]]]\n" + "[[[ 0.03658762]]]\n" ] } ], @@ -1507,7 +1481,7 @@ "# Get the relative error for the scattering reaction rates in\n", "# the first 30 distribcell instances \n", "data = tally.get_values(scores=['scatter'], filters=['distribcell'],\n", - " filter_bins=[range(10)], value='rel_err')\n", + " filter_bins=[(i,) for i in range(10)], value='rel_err')\n", "print(data)" ] }, @@ -1538,154 +1512,147 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 558\n", " 279\n", " absorption\n", - " 0.000085\n", + " 0.000081\n", " 0.000008\n", " \n", " \n", " 559\n", " 279\n", " scatter\n", - " 0.013429\n", - " 0.000449\n", + " 0.013109\n", + " 0.000358\n", " \n", " \n", " 560\n", " 280\n", " absorption\n", - " 0.000095\n", - " 0.000014\n", + " 0.000088\n", + " 0.000010\n", " \n", " \n", " 561\n", " 280\n", " scatter\n", - " 0.014770\n", - " 0.000783\n", + " 0.014395\n", + " 0.000586\n", " \n", " \n", " 562\n", " 281\n", " absorption\n", - " 0.000107\n", - " 0.000013\n", + " 0.000097\n", + " 0.000010\n", " \n", " \n", " 563\n", " 281\n", " scatter\n", - " 0.015044\n", - " 0.000605\n", + " 0.014637\n", + " 0.000427\n", " \n", " \n", " 564\n", " 282\n", " absorption\n", - " 0.000110\n", - " 0.000010\n", + " 0.000107\n", + " 0.000009\n", " \n", " \n", " 565\n", " 282\n", " scatter\n", - " 0.016090\n", - " 0.000795\n", + " 0.015683\n", + " 0.000552\n", " \n", " \n", " 566\n", " 283\n", " absorption\n", - " 0.000121\n", - " 0.000012\n", + " 0.000110\n", + " 0.000009\n", " \n", " \n", " 567\n", " 283\n", " scatter\n", - " 0.017010\n", - " 0.000793\n", + " 0.016293\n", + " 0.000627\n", " \n", " \n", " 568\n", " 284\n", " absorption\n", - " 0.000110\n", + " 0.000111\n", " 0.000007\n", " \n", " \n", " 569\n", " 284\n", " scatter\n", - " 0.017010\n", - " 0.000430\n", + " 0.017032\n", + " 0.000445\n", " \n", " \n", " 570\n", " 285\n", " absorption\n", " 0.000112\n", - " 0.000007\n", + " 0.000006\n", " \n", " \n", " 571\n", " 285\n", " scatter\n", - " 0.017499\n", - " 0.000615\n", + " 0.017666\n", + " 0.000425\n", " \n", " \n", " 572\n", " 286\n", " absorption\n", - " 0.000127\n", - " 0.000016\n", + " 0.000123\n", + " 0.000011\n", " \n", " \n", " 573\n", " 286\n", " scatter\n", - " 0.017716\n", - " 0.000690\n", + " 0.017706\n", + " 0.000597\n", " \n", " \n", " 574\n", " 287\n", " absorption\n", - " 0.000119\n", - " 0.000013\n", + " 0.000108\n", + " 0.000011\n", " \n", " \n", " 575\n", " 287\n", " scatter\n", - " 0.018041\n", - " 0.000702\n", + " 0.017339\n", + " 0.000664\n", " \n", " \n", " 576\n", " 288\n", " absorption\n", - " 0.000125\n", - " 0.000013\n", + " 0.000129\n", + " 0.000011\n", " \n", " \n", " 577\n", " 288\n", " scatter\n", - " 0.018212\n", - " 0.000715\n", + " 0.018452\n", + " 0.000523\n", " \n", " \n", "\n", @@ -1693,27 +1660,26 @@ ], "text/plain": [ " distribcell score mean std. dev.\n", - "bin \n", - "558 279 absorption 0.000085 0.000008\n", - "559 279 scatter 0.013429 0.000449\n", - "560 280 absorption 0.000095 0.000014\n", - "561 280 scatter 0.014770 0.000783\n", - "562 281 absorption 0.000107 0.000013\n", - "563 281 scatter 0.015044 0.000605\n", - "564 282 absorption 0.000110 0.000010\n", - "565 282 scatter 0.016090 0.000795\n", - "566 283 absorption 0.000121 0.000012\n", - "567 283 scatter 0.017010 0.000793\n", - "568 284 absorption 0.000110 0.000007\n", - "569 284 scatter 0.017010 0.000430\n", - "570 285 absorption 0.000112 0.000007\n", - "571 285 scatter 0.017499 0.000615\n", - "572 286 absorption 0.000127 0.000016\n", - "573 286 scatter 0.017716 0.000690\n", - "574 287 absorption 0.000119 0.000013\n", - "575 287 scatter 0.018041 0.000702\n", - "576 288 absorption 0.000125 0.000013\n", - "577 288 scatter 0.018212 0.000715" + "558 279 absorption 0.000081 0.000008\n", + "559 279 scatter 0.013109 0.000358\n", + "560 280 absorption 0.000088 0.000010\n", + "561 280 scatter 0.014395 0.000586\n", + "562 281 absorption 0.000097 0.000010\n", + "563 281 scatter 0.014637 0.000427\n", + "564 282 absorption 0.000107 0.000009\n", + "565 282 scatter 0.015683 0.000552\n", + "566 283 absorption 0.000110 0.000009\n", + "567 283 scatter 0.016293 0.000627\n", + "568 284 absorption 0.000111 0.000007\n", + "569 284 scatter 0.017032 0.000445\n", + "570 285 absorption 0.000112 0.000006\n", + "571 285 scatter 0.017666 0.000425\n", + "572 286 absorption 0.000123 0.000011\n", + "573 286 scatter 0.017706 0.000597\n", + "574 287 absorption 0.000108 0.000011\n", + "575 287 scatter 0.017339 0.000664\n", + "576 288 absorption 0.000129 0.000011\n", + "577 288 scatter 0.018452 0.000523" ] }, "execution_count": 33, @@ -1786,21 +1752,6 @@ " \n", " \n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -1815,8 +1766,8 @@ " 10000\n", " 0\n", " absorption\n", - " 0.000136\n", - " 0.000017\n", + " 0.000131\n", + " 0.000014\n", " \n", " \n", " 1\n", @@ -1830,8 +1781,8 @@ " 10000\n", " 0\n", " scatter\n", - " 0.018504\n", - " 0.000740\n", + " 0.018582\n", + " 0.000680\n", " \n", " \n", " 2\n", @@ -1845,8 +1796,8 @@ " 10000\n", " 1\n", " absorption\n", - " 0.000231\n", - " 0.000031\n", + " 0.000220\n", + " 0.000023\n", " \n", " \n", " 3\n", @@ -1860,8 +1811,8 @@ " 10000\n", " 1\n", " scatter\n", - " 0.029149\n", - " 0.001525\n", + " 0.028711\n", + " 0.001186\n", " \n", " \n", " 4\n", @@ -1875,8 +1826,8 @@ " 10000\n", " 2\n", " absorption\n", - " 0.000306\n", - " 0.000032\n", + " 0.000295\n", + " 0.000022\n", " \n", " \n", " 5\n", @@ -1890,8 +1841,8 @@ " 10000\n", " 2\n", " scatter\n", - " 0.039770\n", - " 0.001519\n", + " 0.038782\n", + " 0.001084\n", " \n", " \n", " 6\n", @@ -1905,8 +1856,8 @@ " 10000\n", " 3\n", " absorption\n", - " 0.000339\n", - " 0.000028\n", + " 0.000331\n", + " 0.000022\n", " \n", " \n", " 7\n", @@ -1920,8 +1871,8 @@ " 10000\n", " 3\n", " scatter\n", - " 0.046708\n", - " 0.001355\n", + " 0.045772\n", + " 0.001084\n", " \n", " \n", " 8\n", @@ -1935,8 +1886,8 @@ " 10000\n", " 4\n", " absorption\n", - " 0.000433\n", - " 0.000031\n", + " 0.000419\n", + " 0.000026\n", " \n", " \n", " 9\n", @@ -1950,8 +1901,8 @@ " 10000\n", " 4\n", " scatter\n", - " 0.056359\n", - " 0.001790\n", + " 0.055975\n", + " 0.001344\n", " \n", " \n", " 10\n", @@ -1965,8 +1916,8 @@ " 10000\n", " 5\n", " absorption\n", - " 0.000538\n", - " 0.000028\n", + " 0.000514\n", + " 0.000024\n", " \n", " \n", " 11\n", @@ -1980,8 +1931,8 @@ " 10000\n", " 5\n", " scatter\n", - " 0.064943\n", - " 0.001978\n", + " 0.063289\n", + " 0.001605\n", " \n", " \n", " 12\n", @@ -1995,8 +1946,8 @@ " 10000\n", " 6\n", " absorption\n", - " 0.000588\n", - " 0.000028\n", + " 0.000591\n", + " 0.000027\n", " \n", " \n", " 13\n", @@ -2010,8 +1961,8 @@ " 10000\n", " 6\n", " scatter\n", - " 0.070231\n", - " 0.002714\n", + " 0.071011\n", + " 0.002058\n", " \n", " \n", " 14\n", @@ -2025,8 +1976,8 @@ " 10000\n", " 7\n", " absorption\n", - " 0.000670\n", - " 0.000041\n", + " 0.000671\n", + " 0.000036\n", " \n", " \n", " 15\n", @@ -2040,8 +1991,8 @@ " 10000\n", " 7\n", " scatter\n", - " 0.075852\n", - " 0.001862\n", + " 0.077891\n", + " 0.001952\n", " \n", " \n", " 16\n", @@ -2055,8 +2006,8 @@ " 10000\n", " 8\n", " absorption\n", - " 0.000745\n", - " 0.000039\n", + " 0.000721\n", + " 0.000031\n", " \n", " \n", " 17\n", @@ -2070,8 +2021,8 @@ " 10000\n", " 8\n", " scatter\n", - " 0.086234\n", - " 0.001968\n", + " 0.086393\n", + " 0.001722\n", " \n", " \n", " 18\n", @@ -2085,8 +2036,8 @@ " 10000\n", " 9\n", " absorption\n", - " 0.000731\n", - " 0.000039\n", + " 0.000748\n", + " 0.000033\n", " \n", " \n", " 19\n", @@ -2100,63 +2051,61 @@ " 10000\n", " 9\n", " scatter\n", - " 0.090448\n", - " 0.001956\n", + " 0.090861\n", + " 0.001669\n", " \n", " \n", "\n", "" ], "text/plain": [ - " level 1 level 2 level 3 distribcell score \\\n", - " cell univ lat cell univ \n", - " id id id x y z id id \n", - "bin \n", - "0 10003 0 10001 0 0 0 10002 10000 0 absorption \n", - "1 10003 0 10001 0 0 0 10002 10000 0 scatter \n", - "2 10003 0 10001 1 0 0 10002 10000 1 absorption \n", - "3 10003 0 10001 1 0 0 10002 10000 1 scatter \n", - "4 10003 0 10001 2 0 0 10002 10000 2 absorption \n", - "5 10003 0 10001 2 0 0 10002 10000 2 scatter \n", - "6 10003 0 10001 3 0 0 10002 10000 3 absorption \n", - "7 10003 0 10001 3 0 0 10002 10000 3 scatter \n", - "8 10003 0 10001 4 0 0 10002 10000 4 absorption \n", - "9 10003 0 10001 4 0 0 10002 10000 4 scatter \n", - "10 10003 0 10001 5 0 0 10002 10000 5 absorption \n", - "11 10003 0 10001 5 0 0 10002 10000 5 scatter \n", - "12 10003 0 10001 6 0 0 10002 10000 6 absorption \n", - "13 10003 0 10001 6 0 0 10002 10000 6 scatter \n", - "14 10003 0 10001 7 0 0 10002 10000 7 absorption \n", - "15 10003 0 10001 7 0 0 10002 10000 7 scatter \n", - "16 10003 0 10001 8 0 0 10002 10000 8 absorption \n", - "17 10003 0 10001 8 0 0 10002 10000 8 scatter \n", - "18 10003 0 10001 9 0 0 10002 10000 9 absorption \n", - "19 10003 0 10001 9 0 0 10002 10000 9 scatter \n", + " level 1 level 2 level 3 distribcell score \\\n", + " cell univ lat cell univ \n", + " id id id x y z id id \n", + "0 10003 0 10001 0 0 0 10002 10000 0 absorption \n", + "1 10003 0 10001 0 0 0 10002 10000 0 scatter \n", + "2 10003 0 10001 1 0 0 10002 10000 1 absorption \n", + "3 10003 0 10001 1 0 0 10002 10000 1 scatter \n", + "4 10003 0 10001 2 0 0 10002 10000 2 absorption \n", + "5 10003 0 10001 2 0 0 10002 10000 2 scatter \n", + "6 10003 0 10001 3 0 0 10002 10000 3 absorption \n", + "7 10003 0 10001 3 0 0 10002 10000 3 scatter \n", + "8 10003 0 10001 4 0 0 10002 10000 4 absorption \n", + "9 10003 0 10001 4 0 0 10002 10000 4 scatter \n", + "10 10003 0 10001 5 0 0 10002 10000 5 absorption \n", + "11 10003 0 10001 5 0 0 10002 10000 5 scatter \n", + "12 10003 0 10001 6 0 0 10002 10000 6 absorption \n", + "13 10003 0 10001 6 0 0 10002 10000 6 scatter \n", + "14 10003 0 10001 7 0 0 10002 10000 7 absorption \n", + "15 10003 0 10001 7 0 0 10002 10000 7 scatter \n", + "16 10003 0 10001 8 0 0 10002 10000 8 absorption \n", + "17 10003 0 10001 8 0 0 10002 10000 8 scatter \n", + "18 10003 0 10001 9 0 0 10002 10000 9 absorption \n", + "19 10003 0 10001 9 0 0 10002 10000 9 scatter \n", "\n", - " mean std. dev. \n", - " \n", - " \n", - "bin \n", - "0 0.000136 0.000017 \n", - "1 0.018504 0.000740 \n", - "2 0.000231 0.000031 \n", - "3 0.029149 0.001525 \n", - "4 0.000306 0.000032 \n", - "5 0.039770 0.001519 \n", - "6 0.000339 0.000028 \n", - "7 0.046708 0.001355 \n", - "8 0.000433 0.000031 \n", - "9 0.056359 0.001790 \n", - "10 0.000538 0.000028 \n", - "11 0.064943 0.001978 \n", - "12 0.000588 0.000028 \n", - "13 0.070231 0.002714 \n", - "14 0.000670 0.000041 \n", - "15 0.075852 0.001862 \n", - "16 0.000745 0.000039 \n", - "17 0.086234 0.001968 \n", - "18 0.000731 0.000039 \n", - "19 0.090448 0.001956 " + " mean std. dev. \n", + " \n", + " \n", + "0 0.000131 0.000014 \n", + "1 0.018582 0.000680 \n", + "2 0.000220 0.000023 \n", + "3 0.028711 0.001186 \n", + "4 0.000295 0.000022 \n", + "5 0.038782 0.001084 \n", + "6 0.000331 0.000022 \n", + "7 0.045772 0.001084 \n", + "8 0.000419 0.000026 \n", + "9 0.055975 0.001344 \n", + "10 0.000514 0.000024 \n", + "11 0.063289 0.001605 \n", + "12 0.000591 0.000027 \n", + "13 0.071011 0.002058 \n", + "14 0.000671 0.000036 \n", + "15 0.077891 0.001952 \n", + "16 0.000721 0.000031 \n", + "17 0.086393 0.001722 \n", + "18 0.000748 0.000033 \n", + "19 0.090861 0.001669 " ] }, "execution_count": 34, @@ -2209,38 +2158,38 @@ " \n", " \n", " mean\n", - " 0.000416\n", - " 0.000025\n", + " 0.000417\n", + " 0.000020\n", " \n", " \n", " std\n", " 0.000238\n", - " 0.000011\n", + " 0.000008\n", " \n", " \n", " min\n", - " 0.000023\n", - " 0.000004\n", + " 0.000020\n", + " 0.000003\n", " \n", " \n", " 25%\n", - " 0.000206\n", - " 0.000017\n", + " 0.000214\n", + " 0.000014\n", " \n", " \n", " 50%\n", - " 0.000391\n", - " 0.000024\n", + " 0.000394\n", + " 0.000019\n", " \n", " \n", " 75%\n", - " 0.000626\n", - " 0.000031\n", + " 0.000627\n", + " 0.000025\n", " \n", " \n", " max\n", - " 0.000928\n", - " 0.000061\n", + " 0.000915\n", + " 0.000049\n", " \n", " \n", "\n", @@ -2251,13 +2200,13 @@ " \n", " \n", "count 289.000000 289.000000\n", - "mean 0.000416 0.000025\n", - "std 0.000238 0.000011\n", - "min 0.000023 0.000004\n", - "25% 0.000206 0.000017\n", - "50% 0.000391 0.000024\n", - "75% 0.000626 0.000031\n", - "max 0.000928 0.000061" + "mean 0.000417 0.000020\n", + "std 0.000238 0.000008\n", + "min 0.000020 0.000003\n", + "25% 0.000214 0.000014\n", + "50% 0.000394 0.000019\n", + "75% 0.000627 0.000025\n", + "max 0.000915 0.000049" ] }, "execution_count": 35, @@ -2292,7 +2241,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Mann-Whitney Test p-value: 0.474494586047\n" + "Mann-Whitney Test p-value: 0.498462484897\n" ] } ], @@ -2330,7 +2279,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Mann-Whitney Test p-value: 1.364780046e-41\n" + "Mann-Whitney Test p-value: 1.61253828675e-41\n" ] } ], @@ -2376,7 +2325,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 38, @@ -2385,9 +2334,9 @@ }, { "data": { - "image/png": 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173hBjjI6gc641zYK5+///mzWrr0LuBxnJNMznHXWaRkVSZSgt3+0UV3dM8B1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\nX3ZbMaUiX9tFRM4F/qCq2wI+LxWFPPt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BbV2gL774It/y7733gRIT68rpTJTHc5F8vip66qnnT/QSDQZDEJTADPNsoPuJ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\nIRWlcr6rhALJa6+9TqvVSb3eyObNO/HkyZNX1X/69GmazQ6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v4iipYfl5UA04+t9hJ5E0VC3sAFI2ubm5XHHFtezd+924rQ02UrN5bXbm7wwv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\nCwBdwCNVkoqCSKQ3yR8Hjwc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BWkoK0Sb9O3PBl6MVDWslEcFXCz57Dc57CJKcDkZihWoKUcTj8cCFw8yInN/f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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -2458,7 +2407,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.9" + "version": "2.7.6" } }, "nbformat": 4, diff --git a/docs/source/pythonapi/examples/post-processing.ipynb b/docs/source/pythonapi/examples/post-processing.ipynb index 1bd7ee49a..cea483f9d 100644 --- a/docs/source/pythonapi/examples/post-processing.ipynb +++ b/docs/source/pythonapi/examples/post-processing.ipynb @@ -326,7 +326,18 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Run openmc in plotting mode\n", "executor = openmc.Executor()\n", @@ -342,7 +353,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\nTlEz/gAAAABJRU5ErkJggg==\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAAAFzUkdC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\nVDIzOjUxOjE0LTA0OjAwAYUxTgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] @@ -376,8 +387,7 @@ "outputs": [], "source": [ "# Instantiate an empty TalliesFile\n", - "tallies_file = openmc.TalliesFile()\n", - "tallies_file.tallies = []" + "tallies_file = openmc.TalliesFile()" ] }, { @@ -454,9 +464,9 @@ " Copyright: 2011-2015 Massachusetts Institute of Technology\n", " License: http://mit-crpg.github.io/openmc/license.html\n", " Version: 0.7.0\n", - " Git SHA1: 3df61825cc8c93656ed1458c34fca14000884e73\n", - " Date/Time: 2015-09-19 07:34:09\n", - " OpenMP Threads: 4\n", + " Git SHA1: e0c2aace2e73367536fa03e153b67a2d038cd2b3\n", + " Date/Time: 2015-10-02 23:51:14\n", + " MPI Processes: 1\n", "\n", " ===========================================================================\n", " ========================> INITIALIZATION <=========================\n", @@ -591,20 +601,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 3.6600E-01 seconds\n", - " Reading cross sections = 1.1500E-01 seconds\n", - " Total time in simulation = 8.1308E+01 seconds\n", - " Time in transport only = 8.1157E+01 seconds\n", - " Time in inactive batches = 2.1600E+00 seconds\n", - " Time in active batches = 7.9148E+01 seconds\n", - " Time synchronizing fission bank = 1.6000E-02 seconds\n", - " Sampling source sites = 9.0000E-03 seconds\n", - " SEND/RECV source sites = 7.0000E-03 seconds\n", - " Time accumulating tallies = 1.0000E-02 seconds\n", - " Total time for finalization = 1.6400E-01 seconds\n", - " Total time elapsed = 8.1856E+01 seconds\n", - " Calculation Rate (inactive) = 23148.1 neutrons/second\n", - " Calculation Rate (active) = 5685.55 neutrons/second\n", + " Total time for initialization = 5.7400E-01 seconds\n", + " Reading cross sections = 1.3400E-01 seconds\n", + " Total time in simulation = 3.5996E+02 seconds\n", + " Time in transport only = 3.5984E+02 seconds\n", + " Time in inactive batches = 1.0821E+01 seconds\n", + " Time in active batches = 3.4914E+02 seconds\n", + " Time synchronizing fission bank = 1.5000E-02 seconds\n", + " Sampling source sites = 7.0000E-03 seconds\n", + " SEND/RECV source sites = 8.0000E-03 seconds\n", + " Time accumulating tallies = 3.4000E-02 seconds\n", + " Total time for finalization = 2.5500E-01 seconds\n", + " Total time elapsed = 3.6081E+02 seconds\n", + " Calculation Rate (inactive) = 4620.64 neutrons/second\n", + " Calculation Rate (active) = 1288.87 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -682,8 +692,8 @@ "\tName =\t\n", "\tFilters =\t\n", " \t\tmesh\t[10000]\n", - "\tNuclides =\t-1 \n", - "\tScores =\t['flux', 'fission']\n", + "\tNuclides =\ttotal \n", + "\tScores =\t[u'flux', u'fission']\n", "\tEstimator =\ttracklength\n", "\n" ] @@ -817,8 +827,8 @@ "\tName =\t\n", "\tFilters =\t\n", " \t\tmesh\t[10000]\n", - "\tNuclides =\t-1 \n", - "\tScores =\t['flux']\n", + "\tNuclides =\ttotal \n", + "\tScores =\t[u'flux']\n", "\tEstimator =\ttracklength\n", "\n" ] @@ -861,7 +871,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 24, @@ -870,9 +880,9 @@ }, { "data": { - "image/png": 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DcmALSbSo48eghYlKhh2e4dt8h4/yevUhqm/EeXzqO3zkxPdZYIa64mVemWJM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\nw10n7Oqsk5U/G6H3hzboim7xJH/FR+tPc1sYZtMTJSptU8NNe8PdQf4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an6/9JXPyIN/W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\n8hqiczsWXgdVsHuALZL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N19kWhym/lma4vM2PfPz3yKdSPK8+w6s3HmdlewIEP4LqkBjOE03U2FImaOxE6P1HnZ7f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\nQ+c83T0zPTluDrPYjAUIkSJokUXCVlGiaMm0ZJdUxT8s25Tlsi1KsmW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i5xv45FI7YpE8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\nB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yJrcNACyqPZtsXxWsBmDeDZiynZ+WZ7LY6jJhw4rKFm/9qy0K6Vbp3r6HbreLs+2hoI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D9/mE/+tIWMTkAsOedW64TrBUn6KzGWDLGaXoTZAaXqfXV1H6fabcCwgRm6rHz8HALcp2mLdX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\nTLUZQsiK9FM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vwj8+RvQYhG1wW0wTq8HqhVjhxHXCQX1HfxJXHyc5ti2EXg+m+WhubUneqmhS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toHwWfDeugc3Ve+SUK3DeGHJ2DMU5B/BZIgEK07yLMnX0VXoUEZGUfwPJhOtdD2oBf7958iTRnY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\nguvUm7i1KqzyeXbrR1Az0sTcczGkiDiUo21czK2j9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/civFJCeH+DKurwJDroll5M+HOF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\nrb+t/9Vsf14GSwDEtQadC1GuhU/eg7F3oszdjk9KqNgLQWlgzIaWJnipA85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Jy9DY7HGwtO4byBgI1z0NXQbh5Qz4De23uc4Tzgde64i/ktQXQJcAzlwoHwIN\nj4Hz/8cG63C7Pv9lmqYqiAyAq8YgxxfinLcSvrXDnHlgXQ8LLoGqGtzvH0C3aClRviMxPR+P/soO\naG5ORzVIRExQISjiYf3bMPY6SC0Bv0rc26fjMF+L/mgLSrMMmffAymvAUABxao6FiXzWsycKi55E\nRUf8l3Yl8P0XEYPqQDcYxGQMu500BysI+XYFDB2I0Gs52pwRCOk2amdfg6VfDKrYSsJPVKD1z0bZ\n8yosfbfh/NeDoPejtfQbTGod7SzrCT+8CPeocMSEZJQBDmhzQ+8XoN0ssNXAkmdgxRxoKISO/ZHn\njsO1YDj6tn6o93fG0fdNmrslYBg+g6HVG1gXlc7GLYvh5usQ6tQY+kUgjkxFWGdCUOyGeyZD+z1I\nOdMo+iIMV5AROSEeucRFa88gGoYMpDUvDGHH19ChP8KApQhaHxKDa8lTTcHZUI1olFBeNRPxshjk\nkS3YhnRD7j8TItKh8DAqvZLWUh30zAffBGj3BOTcjUAA/MhCQmo8gc+Xuwh+7UPIzAHjQNifCRsW\nQF0OxPrDzKc9k65zFnsU8K9tfurl9PyGNcSQcJjT6VT4s8W4UJjzj9tZQx0EtSsh9ApQhUPT0yCo\nQN0LZAVOxzBExWQEIcRjtiYIIIgQnQapWciHy5ATklCMskDH6yDmOmTFDiwrEnE26VAP7ofSLwmT\nfSG6yu6oDDogE+oPQeUuGHoNRKihajVugwV7Uhu65e0RNkgIhVaI8gG/OFwttRzrFIfLN4AR64+i\nOVQFB+rApwrarFBfD8XHYNBoBO0eFG02ZLMb5YoKxLo6LPN3Yogfitu9ksZQLcaieMTxc0CbhdBy\nEKf6OE5DPpp+K1AG2fHdtoaQE00oBy3BlJ6Jj94Pi+SgXt8X4755UHYE1rwEcgPEd4KD70PaNFj8\nPIKjBlFjQ8g8gFrahDY1CrF+H9FrjpNaWsayi4Zw0bCrENRqBPNidNqjaIcbEBdvxOGyouw4Eymv\njKZIDSGfHUZYVIPpOT1qTQpR71TiHtAFp6sSzeCXEfJq4MAT2ILd9PpiNUpFPFLOB7gVuTiT1uAK\nb0VXkIqo7QJuO/jHIO58m5oCG+FTr4eAkaCJAHstkpyFoOuKKAXDrvkIL12D7OeHOqAcpr8D05+F\nQVOg21Co2QK5iyBiOOTuh94XgUEHB1+C6CF/caM+P5zcWeNstteYM6cLnm7o7whPZnO68vyByzm1\nf+YfwttL1ioPAAAgAElEQVQT/qsJHedRxK4YiM0CTU+ouRR23Q74IrlXeuI9f43HzMlph+AtSGIS\n7lwDqrhE2LMGLJ8jVd2Cs64eTdAujNPtCLnPQPVGoqqgIuRbWHEAyrtDlgtmHITmPZDzMZImGvtg\nN9rlNoScPEjSQooeVHboNJd373iKumEz6dT5XlSiGRI1oDDDV24wKWH299iTQpBqP6bFV4myzklj\nXyNSUjeEhmx04wZgtbbHOCCTiNXBWKOdsPEA+C1E8BuJvqoZVYMV6eh1UPk5yAngDsG99ibq1K08\nFdyd+zKuxqfDpTDwCTjRBMmDod0AGHg/6HVIISFIokRrgALJUQwOPWwQENYEYNhag1Am0mfVZp5+\n9hEa545C/uRx3AYtZksUSvFunIZQyNuPe+HVtOTlEHP7EezFWqqmRqL73oHhmAI+ysJY1ILxQAPS\nonFQXQqXfIdmhRs5KRJ1dTmSpRnlzo1otJ+hr7wNMX8FZD2EI/8DWgI7Iox5muSIDbD9HiheBnUn\nIHAqYnM1ctZceGcSKBQ0fjgL8c6FENgZrMU/bTOdL4PonpDSBdIyICoClg7zbKnk5fdzdos1FgI7\ngXZ4Njv+w77SvWPCfzUhoyH7Jqj4Bto/C8bRoOmJkBmFurwP7tgyUAFRyVCUA+rDoCvB+owbXWo7\n5MBeuFwDEFRZEK6kbfAI3MciCHF0hV43gCyjW76Itn5NNKlrCIi9ESoPwf6boU3AWWLAkbgb9So1\ncqwNZ5gDt74NlVHCvU7CVfocfWaYMW5w4lT6Is58GUXyRDix3uO4pmgLFH5DdncFe5KvxWzwp9w/\niI5tFQyZkUtKycWoNx7B+vZS9Gl61IZOqCv2Q+ZcSE6AyJ4I5WvQluxFTgzAqfBH3VqP3OcqatML\nWa3rgE3p4F+t+/AtzaDJsgWfJ1ajWvMkVOyDltfBZznisyspTw9Csvpywi+MzDtH0S84ldRVnyGH\nC0gBbSjdMr5tpThDA2mM9sen3ow+oQJqHkA9PBbH9ijq1tRh3luJdMtsfPVVBGxpojU2EOXALMS5\nqdDYAIFRuHpW4grWI0r7EOLacPTzQ6xvQf2diBg/kaZXHmZXz3fZvlFHYYUGlVrLHTcp6M029Akm\nODQPAkfAofmw4ikURl8YkAM35IMuBN22f6EZmA7Dv4Xcn3W0YnrBujZoqofAcLA1eBbtRHnHhM+I\nsxsHuOwcSeFdrHFBcPhqz4vkbIZ+m6F4Amw3Q1wsUtIGBOPzCEdMkL0M+mfhynoYe1YF+pBMzEI/\n3NnP4HubiNwWjFzcjBSSgapCAaOfg31vQlh76tTvkNsjkfRltQSvK4GJDyLveQ3rFX6UMZOE6n0I\nGY9B+UHE3Ddx+2Ugl5bQkqYks6eaI81dGKzZSkq9Bl3gi6gMwzw7bayZBVVLoVFErnews9cIFA4r\n6TXRmCccwydLh3F/K/bSBlxmLYaRRmitgDoX/OsTyLwdVFHQZxFy80xceYdQfmBm1/x/s9ZZx7X7\nFxMd0IgyU4Uj4U4ODlpHb2ElYlstvJUKjUChCpvdTt6sRLqkfgjrXsNWtIOdg8axLyYeY6CK3pZv\n6b7gKNZeN6FStLJjxCjaV9xA6JFGmtrfRGCZBvmudyBYRpqmw35MiyPIQeOdejRHZZyKaPQtjYgn\n2ijp0ZVATSG5iiRCKl3YFxXTfWIFuw/GsWR/OlPzysmM6E7AlbPo3yecpJobEPwGQt0eaDeT7Puf\nomPTfhiYDqUVENfTs4imJQek4zD9e/j0Q3jypAnqmolgHgEVeciihBwRjLjwVTA7IX0wjE6A7ndC\nYHvPcNU/gHOyWOOGMyjvI862vF/P+8/I9A/yz1TC29dDYj2Yj0PbcUi8G8rHA0rYp0PqpEXQWhGU\nBliRixyRgiu3BEVfPUKhA6eiE8quhUjaKErKYzCG5REcGI+42wGtJuTrl1OpXkWF4w0cWgXaMitJ\na+rREAfjWlH7v8dnLWu5QX8TGOOh4G3YfRgWroP5e5EDg9njnE6n1sd5TT7GFUvWkbj9B1AI0C4c\nukeAT0c4UIy8cR7ld4yE7Cqib/6BKvXDuIUGYliB7GjDNH4ofmMKEBqaIUYP0cMhbhQcngtR45D7\nP4O5dT5f5u5BmaFixp5V6OXLEL5/meb+/pSPG4OJavo3vAt3D4FYC+jAYRjGiaAc4qRwdJuroIMa\nyo6CDYjrRnE87BiZTJFPAmXKJKaY9jGiZSGSbEOuEHFF+6J6oRWaJERJQgiVcPlpqFvrh/T+TQSG\nfIWkisZ0JBVt92tRh7fHJufQ2PQ+b43y4Z1DQax8dgHduggoY30JTpoHD72EfNEE3GIxSuunkHYj\npN4OgsC+yy+n54O3wFePQnIQxPeFoQ94dqleexPkAbUqiOoPjW1QdxhqTUhGH2RdK6KuE0KkH8T2\nBz9/CCyB/s+D0vhXtuTzyjlRwrefQXlvcbbl/Sr/jL/N84Hb+cfSzX0K2tpB4yaoXgoHJoDcBqoy\n8OuA0BKH3CQjV9YjxduRDFkI6W0I+jDQuVF2PAFOLbbifOLyluESbIgl1RxMUyJr9Ai7PsOwQU3w\nu+UoawQklQ53UDsaQitRG/9No64zIYGDPQq46SBS4Q/Ib3+OXWjBHeCL4JZIVT6MIaADs11pfHnV\nFIpeXwEPzQF7HnzrhEMaGDsDOT0SJQcJO3acPUdeJHy3FWVDCfKuKxCyH0XTvxFHphbZLwh2KKAx\nBCQb2Ish/98Iu97AmdXA5JXLmCq50MU+iFCugGu3IvftjMtVRGyJiJz1GcyaDWMfRhJl2o7tJKSt\nGW3KbOh3A0yeCoMyILEzKLREl7qZMfd77ji8jm65Rzla4cvOLZ0Ql/giqy6lMGgGis7DcTaH4iqX\ncRqScVYr8XmlkYjVL6PxnYqhPJvIRgltaS2qBzrid/2NxD25gbl9c2i9600GWFoIVxsIjhiO7CjB\nltwd10N3IRQJMOQrsDWf2iZKEKDzIJjxLDSFQLcroGEelM4AU2/IVnisHo7uA0s1DJuKrHPj6NaG\nlOyP/OTrMGkWtNZA9UoIOOExd/RyZlwgviO8Y8LnAskNe66Fvl+cetF+L6YmmPsCXKPFrbkUqaQa\nVbtSsJ6AbnfCtjtw92lADg9ENgkI2wUUPsnQaRTy/leRk920GF/hi7p8ppq+pLhbHGHmkQSsXUhl\nZTXBB3bRWJ2A/3234V/0Hm2t7WnMCCblmR0I3SI5pjtBmpACm75EPnE/zs/M1I+PIqAuCM2mdVBa\nQMBHL0FqF/SjBjC7fDEvjxnDdPtBUoNEhNnz4bXbIXAGQlAH5IB8lEnd2NHjMiJJIwQLNb2XYGzU\noIzeR/OSvQR3FFHQGbauAH00FMaDbwEUfYN/eAiyQYNw53aEuc/D5Z493PxLIqkMicY/fjgV8d8S\nwkw0cgoVucvwaciFzlEINSZI6QRJo8C5E5KPQdArSOtexJaUiF/mZm6xHQWLjDz0IYRsGbVDh1Bb\nhtTUhvbZD7AoQrE+Nh6fGBnD5lCka+7GrSxB/WUd7uZFbBcc5EwaT6JJxcXbloOwD63LQuPEobhT\nBuOzdTnWN99Dc+unKPcVItx3AxxKBnXJfx65oFAguVyIaT2hPB/WLYDYzbC6H+w/jNzcAgPuQBgT\nCdZKKKhADlbBhJsgbSpOaRka8WbIvBEMSvCXIVkGneSZnBO9r/Xv4gK5Td6e8LnAbYO8r6B6yZmn\nfeA5SOsCUZfhLpdQRICsSsapicMe+Biu7tUoMiVw34b86Y2IazqjqPRHznwPwSIh7h2NrHajCB+C\nXqkhihuoXhpI87tONohDEDLCUI0LoMm9hgBnPTF17QgrlCkbGwuP96Vs/VwSJwxG3nknzR+0Upum\nofqGaPT6drB5IaR0pG3SBL5/rSsrRuRQObY7/6ox8XHqAJbM7EXVutEQqwfUEJiGQRGGOOl5bqQr\n/2Y/G2hDIyaRH/waddE2RH8d7lYH8sBjoFXD/qUw7CGoDAaVEWHQV8jTx0JII9zQGeo8rjebtFYC\n6IOR0UTwMo18ylHrbAKyTBgCwtEqU7EJX+POng9vzYb83iDOhgVTaetWjaOrDxxsBocEN85D2Pwe\nNB6D6FG0+2gfdlchrT3DaH3zDYxDOqHRC7SuVdE2/ROYvhq3vx6luY1hYjEJuhaOddaydGQfGgLV\nVE0PQtVYg+LKdxAsh/B5W4t60mQEUYLH74OFr3lsfKtW4WhupunAAYreew8+ngG5y3GtegwWHoUO\nk3HMnIotMpAj0jGykyYiu7Nxa/cjtQ9Ak/YagtgPWa5BCrCCUw+1NijSwKOD4ZZkeOw6+PRl2L0e\nmhs8bUyWoa3lnDX3vw0XiCtL75jwucDWAItCIWkQDNx0ZmklCe68HF5/D/vSHqgS3cixKkyWeKTm\nHLY03oAxOJ5e6+9DWG7AN6IWYZCA3OyHoAxBHlnByvRniXqhnETz25Tk9iT82lsIHdCeqsPvU6jP\nI7Khjfgf1Cju7Qm1/rD7a4rjLPjmiohl9fiXBSA/MIPGdz+i8rYk4jJuRGOYSumquyntFw9+QVga\nt9DN1otoezhsvQx7QAoPjbyRUdV76a4aRui+Y3B0M6bOJnzHF2KztvBN8RIMrQeYkuugSdiJvV0E\n1mQjvh+vQ3FJBv4/FECsCQq7g8MO/tFgyUO642Mk5QYU30Ug7NwJL7xHnu1iEvVfohJDcDccRVp1\nB4rCTUhqo0fJhKiR3HZUIRMQmo8gV2UhmFSg9MOllcBiQqlSwMCxUG6CjBuh5l7ch1po1WgpG5pA\n6Kc90fqvQtNoQapyIV0yCTnpCqpmjiDgsiSCLx2PsCoTl8uJ+cg+bD30FJVHoG2wER07ksB7b0E0\njYY2EyTPg+LDcOwZiL0JyqogygAdn2XLmGtIvmYSUaF1YIWD4j66HXThbu9Gai1ClaNEDvfH1NvJ\n1n6TGDX/A3RNdVgun8Th+Kvo5pqPLFegeyYOhrbBsmMwtQhi74HQOVCYC8eyIC8TTI2er7ND22HG\n7XDZ7aD73/dFcU7GhB8+g/I8rrm9E3MXLG4XZN4GqmDo/Nyvx2upAt+In6V1I08fjOvdUKTqzah9\nkhG0MyHiVjikR2oJpaUmjFU1kWiC3MRkVlFz87sMz1qOZv+bWHRd2FFUg3LecXrcG4XfhIEI/RZg\nKzvA0dKbOeo/jr6+dfjfuwO9QYvuut6wbRPSpBspODGP5Pv2I4wJprXZl/yZ3Uhr2U7m4Fk4jRHE\nOdKIeeYFVHe9g7QyDnHwNxA/BVoKYc1FtAl+vJxxE4HROgaVfUmHBRuRlAIurS8qXRfEQ8WYZsci\n2B8laNk38Oi7WE0fUC2uIHjHPhSNaejrCiDGD744Bn2ugh5JyJu+wD0tlpbwBAxv70GuNFM0V4lO\n2ZlI9ZtUkcuJ4hcIeK2OpDCQMyoQXTKGnb5w71Ksn7yLWJGNdkQvGPkEVc13Y3hqPiqLEl2QALVq\nCMlA6lOK82AF9uHdKBbjCNyWRUSXYbDhbfIevwhWnEA//Cniji2jKduCbtc2xEgnCpcTwWmneSkI\nZmj4rj2ZXSfjctUy3KQgtPl7cIZA3N2g0ELUVKQtfRA7fAgHb6GkaDLhEXY0YT6w9VOyh15GSKKM\nv/wwSsVaFPPmeKxPt5mwxlai3t+KZABpuExFv3eIDxqBzTkZ/SMKuGUI5BTCYQnuuAnq3/f4I4n/\nDBQnJ+pqK2HeaxAaCekZ0OMMfDheoJwTJXwGnkOFpzjb8n4V73DEuUChhOixULPjt+P98CA0n1yW\nLMvww1KYNQkhNhFhxzTcS6eAqgpqD3mi6G9E/tyGX8VeJpcuY1LLBjqmtyNm8YfMluKZ+MAJ7uk/\nA+ddb5DQOgFVNw32kGiaNs0mp/4h2p9wMFZ+nfdDx6NfsB6xcT+Wwx9jH3kCp+l1ghce5/CSfliE\nGAhrILTlAD711fQVZjCU60lU90d1/Uvw3HjEhCs9ChjANwmUCficyKF3aSPr1EZqY8IRpohU9Q7H\ndPcwGm6KQhhSQmBdJUGPzIJr7gNnLbrjzxFvvxKVLYJWXR7yh1WQ8BYYkmH/elhTjnDRWMQd+fit\nctMy1U311VbC760mdHUdarOREvsKMh7Jwr+kBVvfSkSfIegWmSC7COfU8UjvfIxq8EwY+wpo/ZCO\nZqNVGRC1TszpyTAsBueQUGx5tchTXoLtQYR9+QOmOy5CsXINosaPWDkA48WTKdRVUaOvJeDELjRJ\nPsgqGw5RRDquwhGiQz0tkKDOSYzzUTC67ABbjQLLY4Zj0ZWCucizp1ztRuTmAqSt18HW3cRV34/6\nyIfg3AGOIWhD/SlUrQBRQFw9BZr3wgY17tB0iib6IQhqrO260qQPwbZmMVVCIKL4CK7wMqRsC4xb\nChmXwLf7IPQesOVB4RSPu0zwKN/7XoGr7/1bKOBzxgUyHOFVwucK305gq/3tOKIK5l0Cm1bAbZOg\nvhreXAy3PAjfLUbVNw7UccjVK5HN9QipcxFv/gL3QR3OcD8kQw+0JSvpcugD3q0v4y6xkQx9CeVJ\nvfDPHYeQVUtZ/jZKNBvoEnAtWr8G9LKDWRWzqG/uCLOVqHLsKF80o36ojqVPX0zkGpnqzm3YMkRi\nlhaDPATFK7fB3BvAVAdx7aFdMqzbDLbGU3XpOBN0dsZs/5DHnDtwOuwg6hD99FRJdehNl+Popcdd\nqoDAQAgM9fjPNVciOFxoG00EWfywZOioybkbp7MJd4Ie8xUjcH2xk7buMtWdtxP8Qi4+RQYM3Yag\nv30bzjHhJL24BmNePb6X2XDnB1AulNB2ZQauVBVtwRkoXv8axeTrQRTBaUOXX4NCY0cVHoRjTwFm\ndyBSxfdo3Q40m59AZ95EWEQjsQs/w62sR4jsgCF0Pn4RDnqaswhbs4mKKUZsGU2oIgOQB4ZT8vpU\nVOlasJvwW7IVzaLnMdrrmVLVxOA6N20KH7BLsHwmfDkSoaAVl6YEuUWGKh+EVjfyNiXyhiW4d3yI\noLVCoYDsHwiHg+GeD3HMeoiYjy04/ZUcGdqfID8tyeYWsqRPaGm+BXuBFbm5C9RngyYHVBrYWgwd\nsiFhHrgbf6UhegE8XtR+b/gT8Srhc4UmCpQitJac/vqxLKj0gfW1cDwXXlsAl98KajWS3hd51xYU\nscug1Q6F9QjmAwAI/8fee8dXUeaL/++ZOb2f9N4ISQgJvfdeBEFBAbtiW7Gtupa14epid1Vce1mx\noCCggCBdeguEEpIQEtJ7L6efMzPfP7L3d+/uvXu/7lfvrnt/vl+v83rNzDMzn2dy5vmcJ8+njZyG\ntKoHdcxgWnOKCHjcCCNAjfiAqSUDuMO1hztamjHqIzjy4ACC9hj6JC/A//7deDLMqPiRBSOlpWmE\nuq5GWxeNWC/g9fnIOVyILLajim5CCZkoKU4ouAhGK9zyCtgje/u+4GFoboU9H4Lf23vMmQt2O0Jc\nDgkVeUz2xdIcO5H4zAfoq4RT5TxBW2cyT1Vez67Ji8BiA0EP0ddB8X0QnYvU3YB3xaPI6Y20LxlC\nKNWIK2wDnUsrqEm2INQE8P72PRSditaYQ2jiWKRuHZE9dbgejMDYk0DxvCSkrDiMh+MIeXU4H7se\no6McPr0eVl0Fb4zHcbYLMS4BwRmOJUHH6W2NeA1piP1yELwdaKfdClPfxVQSj+TwQGwLgiChO2hE\n7inGl+lAzpxAU2YmLbkODMZqHMEdaG4RME2TEdwBhCYr4h4Dyoa92D84TNT6ZihaCRdjUGqtCKdE\ndK+1QrkIsgi2AF0P9sOfJZF+1VYSQj6E6sH4ayPwjDcTOvgbxINfIkX2JyTAqIfeQfBnE5jTxsTq\nd3F858eU5aLO+TXql5MhCrj2ESg8CHk7e3ORaGP+59/7f2V+JjPhn4mTxv8CRD3YI6BhN1iX/mVb\nYT7cNB3sYfDoDEjJ+EvjiPY8YnYrqGHwkYx6eRjrLN1cCbSxnoDYTEeOhczf9tCzIIugUouuvQmp\nQEY8XoVgv4+SRSqJR1US3NGYtBmoJT4aI8YQ9WI5DfeNJfFMNdInnxNEjyZXwiub6bevlO6JUeji\nohCd0YhjY2DIH+DAJbA1HWYcAHsW2PvDNSvhqdvAkARTFoM9HbQBlLSxhDLq0deUoYTNRBKWYlJE\nYtuvJveh28hIKOauX3+Mmx2YxWmQ+CC0HIG4KQiyQkTcQ3iqNhAKFNM83UjMvvUE/WlYglF8HDaZ\nDmMboXEPoLEm4BvVnyTjMa6zroLDaVRP9WHxNpP0dj2uNV047xcRin8LnWFgHgHXvghvT0eMjEaN\nTaXNfBF7TxijRkwg/6Uv6DvQjIkRlJ3dxaoBkRhvW05Uy34ixVqiGr6hc9iNdBzu5JI54wnXnMd8\nwk/gRDu1S6KhSyLJnIHS/zDitiSQmxEtjYTGzMcXdgFD4jIEVz5MnkYo6ETaV4C4pQD52iFovitA\njspFKHkRUU1HlXcTofsNkm8HUstxWq+JxpNynIhPDuKr0BLmchOYOBDXgLNYL7ZjiN+E0vQaalgz\nceEp4CsAy8eQ74eUC/DRvVByHVz9cO9/A7/wX/Mz0X6/fEM/JbYoaDzwl8dCIagshfe3wqYzkOWG\n0tcBUJVW1PZbECqXEwxGIF4YgpAViRB2HVqpgJ1spZonaWIjiZszkDKvxmHoQW9NpnWmHSVSQ6jF\nhxzcy8CKZDKEJZg2roEjmxEUD7FvfYegFXGFtaCZOokmaxS1qWFQFcSVE4UUPx5do5cYh4QzEEJQ\nW0ATgIlfQ+p1cOJh2HMP7H0N9eu7UTNF1HWP9Xp06IzgSKQ7x4lVHoVfaMMpTkMQJEKBG3hwxXlu\nHfwhfxq1hRjjB3g4QqfwCZizYPBaUOuh2wOCBinxVurnGtHVuJFswzDO/JCkuDAeuvA1z7+0l1dm\n3sczz1zL0q3fMjuwleZ9/WkLs+ML1+Lc0ULXFgXnjekI0X4Qa6CgCubdD3tfALdIcPh42pLd6Iet\nQGuXkE4fY/DoCMq2q7izR5NtiuP5nS/wUH07U8KtRMW00OT8gp3qSVaNu4znrcOor6gi0FZExyQJ\nrE6kfgKqtAc54Kcl0ApSBOQuQjP2EQzFVoRXHyAQcKI2rkNOmEFLQwdCtAjpiaiuIGpLE9a2/uja\nO1DlDRika5GQID2ZSOtKIjrupHm6nmCCllCuSvCSOvwdEtpmLaGj99MRcZTuGZkExEqY8QQYukHt\ngPg4mCxB/qPw1Q29RuNf+K/5JVjjX5SD66GiACwOmHYDWJ3/3ibpIOjqNbr9W9CGRgNzFvduyx2o\ngX1gTYL2p8GzA3quR9gZQOc5DRe1MCkOoXsGc2ybeVqqJIsFXHEmB736HMztD9ui0TWeJPbEQNSk\nZoQbOhA7xoHWA4f+BGFxEJ4NsZFg9NCT6CD++/PEv3+Yj96fy0XPIJ5/59c4D7k5nxsk61wqXXGN\nhNcVQpYXDmZCvR5qtKhCOHLiOQJ96hCnGVD7XI5q/QYhdA/o4tHGQLvjKyxdVtotAWJVkbYLB7nl\nWQ33TFiLZlwXCQWTEJCIZDmdfEArzxL+XRRC1UqoVWHnNPQRcUSOlAgrqEcwBWHvO3CPGWl/DbI5\nQMH7l1A/SE/KyRayip9ENDhp+W456b+vJWj3E3zCjlBXBU160ETDNcm9PsA7noBgIs13TSDC8AT6\nIFDugcpONHPvZvD9Szk1cxBpo+041TBMxe+SmfUx6fm7kd07udQsoI++CfXEV7g/byCUk0r7DJWM\nxmmIcgVKfTSdERdxuL1w6Q3grwPPRwgZdQSTF6CUvI0iD0fctIITv8pm7koVqcgKDi1ij4uezHux\nyfcjhGIQ9HoQRIQ5T6Hod2LRPMIx736GzDhCqMqE5mAskZZUaqadwFBbR2CSGYtiwKAZg2CZDSwF\nNQS590GOBxLPw+Hfw4ZUSF0IQ17qtUn8wr/zM9F+v8yE/15Gz+9NJ7n2BXjvfjixDeQ/J9PWRYI9\nFToK/8tLVcEArTI0XYStv4NdZ1DXvQuhbYjRXhg8DPLbUL2diPd+yIyvvmK3LwFd160w/Xdwvj9E\njoexv0fMnoc0egOibgR0HoFTNTDlChgUBRtegHF3QepEXOF6Mp4thZV70SV5mF27iZNXLGHDI3PJ\n9J1CZ5dxbGjrTf04vQeifg+xvwZHfzB0ILlqMZwKoKn3oCvchNiioAQ+QqtOQjakoxVykerLMZ9t\nomH9q9zwYjQv3a5hstFLn9Ac9g7Nw0WvgcjIUPRCLs2LilCX/AnGjAJvDd2jGjGMHoEwQAtpEfDy\nxyiKRKC/i6L5ETT3c5C6yUv2Fbth/ZfQ00X4tEfRj+rAsKyHhpQ4iF0F3eNh1KMgD4BzV4LBAAY/\n8R2Xo9+xG569BoKNQCec3YVk0TN4kZmKPY2c3VyDkjYewb8WTb0f/XEBY/s0ROdMpJ4wLBEOqkbF\nkvS+C43zJKLqRU5ajLslHG1GOGj0UG+Ad0vA/DbaESvRZE5GqWqltl+Arhgzvnu/QWgPgVYBfyuV\nLWupvCIa8dvT8NE1UJWP8PmrqBVvc+bMEgYEj6KRjRhOmfG3N3N0ZBun7aOxfhgk1nCAsN0NiIMf\nhmA+6GdAIAgaI5y/BUZeA3cXw+wTKK4CAkUJ+L2LkJXT/6CB8i/AL2vC/6JIGlj6HFy6DAxm2L8W\nnl0EsX0gVwNRmVC/C8Jy/uIyVQ2B+3rwBCE0EMGXj6pkop5ohCgN6Mzw3fOoFc14y0rRZPRlbMFB\nOoc5CETHo4+aD7Pn/+f+BGbAyePw4GPgUeHEmxDWA4Z88J4nTvGjXqpBeGQ+0+L0HLx9IlbRwVVv\nH0VrdqHMqkTY0Q+h+zTKxWJEowqzVsBsqdcpMhhAeOlWxPbT0F2EIOqQg35U01W49dGEV12GYetb\n7DFO4Y9nH+Tj52KIWHc/LP2CmOo6TJtPcfieTxjAbMwUIREJXEFj9+fEivkEFtoJGEoJ962E5nUw\nKwujRKkAACAASURBVAx1XQw1ljQqF40gOaGUvt7bMe5+g673xuEaWkHc4b2I5z5FTQsh50pEVlph\nz7ew7FZwFcGYZ+F0P2i9ozfd46MToaGL0EtrCBjDMBgjEJtOwLoBSIEmEjI0nPxOxFGVRHL0F2Dp\nhLBM2PUYxGbA0Ntoq9qMY8SjiEffIXi6Bc0lH+HV3EWM3YWwKwN2PQmeVFh+EvQGKLyV0JYuOhGJ\nSBlLUqeAsHs5KAL+hAS0PTVEbqqh4OE0LC/EETH/NwidhxDiB9OV8D2+uhNYvhiGafbTeOPvxdXQ\nhdYBYfoeAm+G8LaNxZZ9PzqNATx5YLoV1G8ABbyl0LYNIuejaBWCYzMIBU+gP7kLyTYVbFWQ0vsu\nqV4v6rnTiMNH/w8PnJ8hP5N0Gz+TbgD/SpU1gj6whvcWVswYBhMXQ1Qy7NkOJ0+CXYK0Wf9+fqAN\nLv4B5NsQolsRUi0Q7kcYsITWs2VIXjfiwIUEZ4uUXD+LSDLRTQ5B1jwy8r5AimhDyNsL2nCwpfUa\nW1QVvn4eutth2Ew4sB1cByC+EPQyyAmg9IPVJxE6FNwT7mHdZYMw2VwsXL0RqbiKUHcs2txqxEA4\nSv+FiA3LEcKzIXr6v/ddkmD85TDSD7lNCIOLkIQZhNR3EP3J6PafpbVC4bHWj3jxFZmkXa/BhF9B\nZBqoIG3dSZ8Zj3OWrQQVB5rgl0QdKaSn+yiaSBuqEMQ28gjCU7eDtYX23OvJT23HbGhlQHEJ9i3T\nUZJL6HIew+ePQWOpwlxxBAQB1amCIwbL/lbUISeh4wuEsn3Q8yW0noetjZDlhLFhcP0fUbMXscca\n4uORAo6WLuK2n4HwKCzeEEkrl9KxeyWOgckIzYWgxIKuAw5tIFDXQv2kZlKKrOjmXkvgWAHeL5rp\nMtdht3UgGYugwA4GN0x7CKq2UVN2gHVzkxjU3I1hQC5OrQnr0PdQOorxdu3H22NGe7QJW76b7oR2\nIlfnQWsbtJdRlh1O1h/+hPaqRwjte47XZ02l/8ULdA1KIVVcgE7agSi5cAVKseQZIfo4uPtD62FI\nWgTaMFRzHEH/W8jit2g1D6DV/hrJdiWULIL6z0DfDAETyvIbQYlAHDoC1V2EumYa5H0ESAgxg//+\nXCj/IH6SyhpL+MEz4d+t58fK+5v8MhP+f2HLCzDvib+0PCdkQJsEpmaw/DmowXUBLjwKgU6Es0lQ\n/RQsa4IiIwVOA3viq0mZl8qsV7tpMuzD0mYke30VwqXXgb8M+eOjSI++BXnL4WItyG9DRRn0mQ2b\nn4MB02Do5fD6MkiJgDkPwoVxsPfR3rSYyWaE8WF0jJ/MJ5HNXBJ9MzVVD0JBGcKgoQTKc9CEvBB2\nAaH/o6j7P0NIuQkq9sLJ93qfQRBBHwR9OdTZIf4ZSI5E1zAM12CZe0+/RKTbw7rpO9lZe4HM6b9H\nsEUAoDocyEjo0DL2kJ+u1l/RNdpBkXEJjE7AL35A0roQQkQ8vofv4Fz9M0j+7xhRFEB3uBMWWiH6\nGNLRJtSjAo7BxxGPBwkk6NEa/CixKiFfK8ExNkQJRDRoHAqCvR1BLofFEeALh8hwaH4USUpitmk0\no7/9is6IaNpS+2BubcU77TIcxlrSf3cIGs+ANhE6vwVBRVV1VGQfIeVcN8Kx1yEyHeNVUQS+64M9\n52N8wevR5kbD/j9C32zo/C3Kc59y6N6phAd0OEY+h1J1C3oawLQHecp6miJ2k/LpWZoLZDjsQym9\ng45rpuH86BXYvZbc3WHIiV6kr//AhqkLKHdGEtfYSOSqPkjd9yIlJSNXNKMsa6Qr/U5stUkI8hZo\nP40KyAe2IH63HG2LCeHyO8C4EYxmVPkTlMk+1HZAXota+zbKWA1qeD2BDStQXS70LheBMaPR5eb8\nf0VH/9fyM9F+P5Nu/ItRsBViM2HEYsjb2pu5Kiy2N+l6pgbSkuD0IuSO/fgigpg+G4Ww5EZIyofa\n31HTmcKpAfMIx8DsU214zT1EbKtHynIiXL0IopJQX4W2/BKiLOMRssZCiQRCBmy9H5SPYNkHUHyK\n0GfLkSaPQMhbBauaoMAF1REwoT9dpha6RQ27Y2QuCa4nQm1ADS+j+wodOrUObXINvm4X3lEaAnH3\noo9Mxm6OQbJmQOqk3meVG6D5BhDehu7XQOmAxn0IkZfQtH4P1095htwOI/pZ7xPdvYbiNQ+QnTwd\npixGlDQQyIcdlyGcKMI2YCYnNu1DjvuUjCoNHbY+JPac5Xz+EtriGshZV4Fd7oHI/lAnQmtHbw6G\nmF9htPZAjx1Sh6KPmAylxwkFd6FbHUKavgClz+coXekIreEIVYUgx0H0eMg7DjExEGaF81dBWQyO\nxiYc1xSB5xbkHV+TN9qJKV8h+vhybL48bAW54JwAI0ppuDIT69HDGAxW0DbDic+gNBv3+a0YZ0r4\nXy5BO2Qyhth5MG4pnLyXsr5RxHkFhm5eDWNPoTozCBn7oO0OIR8aRLJHQmOOIuI3Mt6OK9Auy0d8\ntBlGLYbiYwiBelSioM5Iu7eFu9ftQvLIaPvaCF3iRn63A31tB7qyzwjID+PPqEQNnkcTNwRZvAPt\n4qcRTcuhexZMW4jsXQkdG1HbArj0V6Hr3IuuopFOUhDb/Ih1DromzKFlSDhZ8gysmv7/zNH1j+Nn\nsg7wUyjhWcBr9D7SB8ALf9V+DfAQvXHXPcAdwNmfQO4/D1EDpYdg5BJIHwIrFkD5GdTEIEJ0CJo+\nAzUcsSsVv7EU94uFOCUHQuc+vq8dgz9HYMnJvoizlyB0L8ZiSUQ+V4G47iJ0FcCKu/AawLuvFfXM\nfISovnDPBrglG+pUGOaBDx+CUfPwxVdjev0bhJAKY5LhjT/AqSOobU2snmei3lXC7V+9R2RDM/Ss\nI8FhRpQVDJe/TGN2COsVyzAlabD09EG4MAuh8z2ozAOtDm57HqS7Ieo9kFJgwSeQfynIEWBNod/w\nq3BrdXSM/i2Wqk8ZbC9lYeQS1p24BDXyHTRKHzTZdXC2H8x/lKZmF5W3fczYA7G07E6ma0g63Rnj\nsZpOk9maimAsg24N7CiFxEHQeAx8r0CcDWI8ENsFWjvor0U5uZ2ukbn4xwvEa4Yitm5DLEkG+1hI\nvQzSZsC530KFAA2jYdxv4Nxd0L0BFk2Fsw/AsW+QhsQwfmcn6vavqB86md0zhuBbPJzcoiqSrWV0\naqvJSuiCPLE3Sfzhs6hlJUQ6eujyzceSOZeuRYuQXr0Bbcl7tHsvcnzZInTVGsxjp4FwDm/8KHo6\ndiC2CrgHDSLV8DLC8RvQh2Wjv+dlrB2dBFcPpfvLr7EuuxbBBdr83fQkxjKg3UB2XwmCmVD9FXJ+\nBGVDTKTetBFTv5noTv+R0N5a3JfsJGCIwyLuQRISIDcDorvwua+iK7Eee0M7TRFX4jgqYyhtBlMS\nEYmJUH8c4Vg0zlnzSfFkgtn2zx5d/zh+vPb7v+m+H8SP9Y6QgD/+uTPZ9NZd6vdX55QDE4ABwDPA\nez9S5v88zaWQ9/nfLiF+zUoIS+zdDouF5/fCHctRjBJyTRIUHYAzfoQHjiL4LkHXHEtD12JWW4eT\natMx96vj6CbMR/PWI0hV55FueQIh2oLy/ffwwnMw+2EY/3sc03NRI58Hdx4Ea8CWA9GpcOgixNaA\n/wE0GwrwSRLKkkjosxWVx1EHfEh+51oCmjoWbDuFLdxOq+qgdbtKoNoMdSrqqzcSOLQS7VgzhjVO\n9J0FaMZNQ65uBqUHHN/CxoGwpgHyzoGrFQpuQgnWE8hNIBRhgiP3EKy6E0uEh5DjQcTO91EVH10j\nctC8ex7hkzNoxlWgGjSQPZyusosMfuhqIjJH0O+S28nUT6C8q5WITTtxr4tESc1EzUmBOSIMLexN\nkZnUB2wpYL8Lsi/AufFwyQiUa9LRO59CmPUYjJ4FfRbAoi2QPRvagvD2r2H5d6BVoc9A+HwZPTU7\nCIiJoLsVThRAgx8q41GP7EOelUP86DFcXuhiwdY8PJn17M8cR2xhFKJehdkvgqKFfC/uVD2aOhln\ncRLGa64k/OvFaCI/Q2ldy6mMURwyZJHuL4RAE0qPHu03H2HLr0MX04mzrQFv5yqY/TjUl4EoIYWH\nox+YjajT0LoqD/myBwk+9Sk7rprI0AtVCG+cQDh0Ebrs6Mq7CS83UZOV0Pv+BYqQdAHsZddj2Gan\nh7F41RfBmQYuFeGUxCnN5Ui+MJK/O4G9vRxxaghx3tPgaoMYGeYmwgs3/f9LAcOP9Y74IbrvB/Fj\nlfAIoAyoBILAl8Bfm/CPAF1/3j4GJPxImf/zRPWF45/AC4Oho+Y/t8fnQN25f9/X6qHxHELqNGrv\nSEPt8yzsOkTgchumEzuwraol5qMyFn25g/SLJ6E6Cu4ZBQMHQngkVK9FM3sqweUPobbug4YTGFZe\ngyXVhpQ0A/S5kDcfhmSC3QwfnYV7yqDvSyg3Z9P49lAY4Ie4yxB2yWCZTN+q49zT8DGD5o9EHDYP\n18gYpDgTnhoth1dMoP1uB05DC1KfMHx1sVDkRrB/jXqhGoZfBns6oa8XRglQtxoeS0Bd9TWhTjdB\n9xcoVZ/hBw46J6Cvj6REP46i+NV0K5N4P+cempZ/jqDVIETKoPmCwPJh1Lz/FEPGS0i+M7TFPEli\ncx3tE3rQjZ2CcayEvzAMr6YAb9l4lC2psF4BTR4kfwgZr+Gq6KHm4+dQZw9FjfKgiumAQJtvJ6p+\nLogSJA8Dx2DoscCsBTCuGQ4th9ptyDoXex4Op/jMXainT4FVDxYz/pULkS9NhhMvotYcQsg9yQDr\nVOZY3uVV8XLKXSMgciF4+6EM0aGObqd1eTL+NVtpbz2FJk4C950cTRrNhcSFTBWHMajfO6hiBZ41\n/QjNnocyw48/IQpr+Lvo6yN7Q8P9zdBeDfWboDUfy1A7zl9NJfDESOreWUK/8/lorliO8s7LqNOs\nqKoVIXko0W0mYr/ZAGf2IohBxLWDEOq16M0d2NY0ITe9hrd1A2rtAXwJpfSrH0VPZGzvd1lQB0U2\n+H4bVFai6uZAWSGk5fzn9/x/Oz8uWOOH6L4fxI9VwvH0lnv+N2r/fOxvcTOw9UfK/Mcw/yWU9ja8\nz0/Gvfejv2zT6nt9hVsqevc9naiVB2HerdiPWXD5v4OJmbQvHIzfnkJIDtA1IhX9uX1QVgMNJahN\nRQSVW/FPOkrnrmJafrcJOqpRa/zw1R/o9Icj5jbAG06UnmbUrbEw+gwMSQerCUp2g9eGyZtL5OFC\nBF04rmm/50BaBr5yCev4Z+H4daC1o9R8hitRh/2+mfhLmjDk2xF0EZi7Owj2acfnbkOtT0JofBVx\nUBGd9jjUJ/ZC892w0wjOTbAwAEvnIhmup2fVDKrW1CPJWsaKMqbwdPq1uynjEPkdDip7LLQ6VDAH\nUD/QQLVIWZ2OQYMGIOQp2I+PRvIqqBEXiSEDnxBEEgox3vEi2gFZ6EIaxPIClBg/qj6IqsvgwooV\n7Bs6BkemiDJhH2KLlkqfgWe6kvmTICDoxoOnB165EwqPwuMfg6ERSt3QfgT6CjguWU3aliCudCft\nCSZkP6hzbyJo2IgaykMdFoLZfjSVPgw12dBRw/2b3uMVdQnyc3fBXW8QCgvHlK5QM+W3bHkqC+MD\n8/A1b+cEpzjt6EOEL8RchuMt201baR+6RrZS5Uml2HwLZf5UDqjvscteymbzIcpHxcDXc+Cd+cgX\nusDQjWbPy+h+t52StngqDzshbgCqegZMDTDDCpcsRph7J7ZP34AHJkOFG25ZDmdFiP0DosmJZVcr\nhoqzqP4jGC76SWypo9mkhVAJxEVClQKbT6F2ZSHI34JhGNzxyj96hP3zMfwdn//M36v7/iY/dlXk\n70kAPBlYCoz9kTL/MSQMQHymFOWxNKTddxCquhtN7BSY/EVvvtby49BWDZGp8MIgZKNId9XD2PMa\naLdEoJfjQBtF5fT+dNOKbKgld1QTtgM9qLMklNFOFEeQwDOdyPUdhE1yIjU2EOx0oLvFQeidKsRu\nP5SBSyqj6xoFVaOBGU0QvAaNrS9aWxhaQz714gT0mkI+4i1mZU3GW78MY59P4M1XYfxLeNrfoGWi\nA21oKtEf70O5bTP2P8iIkhad8zF8Q/NoiztGuFZBtRTi3XAl5ier0OZOhIoDsPW3KEO9hNiBN2En\nzqwQ0X4NwkEnmqeDhCamoz9+mtb3tjOiT4h7YqeS9tggMLVDtYo310TYlEoiB+WB0Y504GuiXv8G\n1bWOfmOX4tZUYLQNho5ShKooxMp8uO1xRPFtCNYTqPqajgPfknbffVgnxRDM+CNSnYXfO9qoUvS8\n6v0evjgOxdVwyzOQPgD+eAVUngBJC1GpMO4GaL6SviVpqKPX4u7MYccrk7lo8XNjixvdJgeBIZ1o\nm3WIYWlQtwgqM3Fkl/LgytfYPWoUM86/huaSdmgbxJBV68i1mxEnGPFv0LP/+WF0Gkw02mrwnlxG\nrL8SOTyeWKWJqOOlkHeOE+NyyRUziPNuQmsuwSb7oecCSsZUmhxFRA/dhubAa7Rue5QPFv2Gm154\nF2XTOhi+A2QnQnk2qE+B6QG4712o3wbfv4e8dDeq+WvU4g1onR5oFlCDfkIWAbVag3L2baKMPtSE\nDISUVtjthJvvQt33PmKzDPEXIfQ3lt7+N/PjDHM/WfLzH6uE64DE/7CfSO8vwl8zAHif3vWTjr91\ns//oJzxp0iQmTZr0I7v3d/AfQ43/TFBbw8kVN5O+txHHkc24g2VY99+MWFsE3pre4p4Fm6CjCsmt\nwxCaSN0NRnR+maDnBNqyMJSqOsaeb0Qe0Il6JAAtKtqZfmqOm3GsqcFg0aLpLyBNWow6dh7iE1MJ\nHm9GlEX8DSPRlpdgPqciHk4HUUATVYv+umO4dzcRCvWgJkmIaS7cQyQWyhsIP78Fz6BWrNeMR2Ma\ni/DqA0SlmgnrjEWTdgUcvJ+kJQHkzRJS4nCCRafZn5TEyBd3cfKmMAb2ayNitRXZXIhWsaCmjKb6\nhjlItauJ7ASrmozgdaOGpaGGFWL6/cPs3vgOGclR3PxIDom2QaS3RaMLNUDSdSiLS1CteThPS/Dr\n+XDT1RBpRj9ZATUBoXAdRnMLwcZqtIfrEZvdKJclIlmPw/l0gh1BTi9bRM4bGzEpPaiF21CCFh4a\nvIIlnnrGfnsVxtpy8I6AFbuh+Qi8NR5qy6HffGhsgptWQagYWoII5XkIK2Zi1Rrol99MVMpKtvlG\nMWnUAez6CCiPR829FzIuRTgxFGQ3KdNqODjhFop76smyBxCq26CrHq0sQpiH87deQ3RPHMsW/YGg\nVYepfxeSO0DQloI3WmHrDSOQ7DlcznA01KI/NhViZhDIXUowN45GcT7Bxiq6o63Yxt6Afe0s3j/j\n5+WZc5i96beIrT4Qx8CsZ0AeBc3nUU+ugvpK/BlG2sLz0HX68Q4xEd3uo/yK24hv+Qjrag9KSEDS\nG6m/NgVzywV0gUbUoUkI4XnIbh2SbhyqdBrWrYDrXwSTCUH78wtv3rt3L3v37v1pb/rfaL+9J2Fv\n/n979Q/Vff9XfqwjoIbeAt1TgXrgOL0L1MX/4ZwkYA9wLXD0v7nXP7ayhqrC/jWw5xOoLoIlj0NC\nFkQm9uZf0GhpUM+zjWe5uuMLdAVX4jnfRXd5NQ6nGWNCHNSegebK3oCGvhNQEwahNL+GUKGhc3IY\nHcM1nNEOYEz1eZzbu9F90o2aFaC93o7B6ccYDCIGQwg39gf3RdQmFdw2XLu9qDE2LJmXI659E9Vm\nRLhvMYTaoPkCZMsQ7oGULRQrdeyPCDGz+R2S7C8g2/S4z9yK7dlzvYUvESE7klBsFkJkAkHdN2gz\nrDTc2Ibz5c+xTI5iefAIt930OLYbHZjT4lF2nEfo8VMzOZl14+4jWxrMdE8QbctLsC8MSIQ52agH\nHyE4bjQfdg6iq7CTm77/jAhLN6LPRyAyE/2ke2ipWQkR5UT4RiOcaYQGAdLaURMGIGS6UMvLqIiO\nx769nvAmAeWhh1A0O9FsPkSoOkD+JpV+94K1ORK6u5EtAV658QlGiwsYv/IJyD4DmnpIGwWJjWA8\nD/udEL4Ctq6AwXMh5IWa3SBE4tMVog7vi+pxoahm2lPasHZ4EAMqrY4EwhIsiJouvFYNNLTSddrC\nhbgceqIiCBptLGosxPjWKbgpG7oPUpW8gO9aorjx5o9RUpIx3b4YLj4NsVdSXx5k/xQDI8Nnkdr3\nBlRVRW06hfjVDZBlgxFvoVS9hdu0D7nHi6X/Hr6/uJYJ+99Co09gc1kcl874FjHPiJr4G0RrOJza\nDN79ECGiGnpoGe8gaE0i5uB1qPGPQ5sZnKnIJi/6nU4w6eDXuyjquZ6stT6w7SUUHqQzzIB+pwdL\n/4dQTpYjNH1MKK8/2hdfRxo+/GdvpPtJKmuc+DvkDeOv5f0Q3feD+LGecgpQCnwO3A18CnwN3A4M\nA04CrwCDgfHAr+hdF37/v7jXPzZiThAguT9EJoPPBelDoa4UTu+GvZ/Dwa9wV+2jPVwgfk8EBq8L\nrVKDyRCDp72NVo0Jm18L9gSQqyC+AqGlCcXiQBk9FlN7AE1SAy7tnYR1DaRHX4k3MoBHltAnm7Cd\n6cA9MZnKX0djK65BqPAgOq0IMQZ68juxxXcjes6CNRKuvgPh8kfAcAFc5TD9RdAsg7oanNmzGa7J\noimwg0g5Esmbhnz2S/SOKQi1VSgx4YTuMqLKCs3DyvDHGjFLfbGkdSAfWoW26k8MbM8jOCuSyCgD\nwsVS1JG3EywqRanUMHLsFHI045C6W6CqDOatgp4SSBiD0NmBZOzLsLzDDCk6hLm1DdEksfSxL4m0\nDiAx/y2UwAVsxSak7iAhdxVC6kCEbVV4F9xAV5YdU0UBzh0dKDECpVuDtB93Y8o4grg/gaaGVvrM\n1WNK6AcjJBp7ErhzwZvcfD7EsL6jYf2vwOaGaAPkKyhnXQiNMTD4eVj3NEQlQcoAiOrqDe2dM4qA\nWo4nx8DxrFTKMh1Y6jx4+jvRVKWxr/9w9lvSCLlj8Zj1tAX0iH1tDHBaGVy4m9iUvvzB8QDZ327E\n0p1LW3MnGwYNZ0apwvrnxjD4xi/ROoOE4iL4fsxsKgbFc+lLe4morIHYNoTC52h47SvExkIYcgNS\n5hKEuhJClSWEwhMQ7N9zQrAzqKAahFZOBZMZsKsEZA3CwZMItjqYFgOZM1A9e0ALQsICZE83YuUG\ngg6JBWPW0ifsIDHJ+9A2lIAhAOWv02UqxGzoRpOYS2O/aVjXncRa68I98jzigLmIrS60jgLEwoPQ\npx9EZfROVIJ1IFp/dpFzP0nE3DJ6rWI/4PO7d/hreX9L9/3d/Jz+sj/LGnN7lLeY0nEZtNSgNh6D\nfR8i9B2Bd8JSjGseh1QL6DrBdRzUCNTTbahKAAIy3psSuJg7Fm++lhGFOagx3+D+7iyebCtKspWI\nlh6o6CYoSpTcnEzG490Yc26j9dO1RGpLQA4g14DQtx/CM9cjen4L9SNgXwvUN8PqcxCTAsBZ92P0\nb5VQksbRpdyMqcWHrjuAFHChGATELTpUnx/0RgSnHzUynM7DLgyyG03OIN4ecgn3nvsjhBIg5Wno\nMwS2rodpCyEhFRUF4eAzcPgjiJoAjnzQtkJZAgx9GPY8hievHhYPRTPvHBtN7zJq29NoQq1EnmhH\ncqr4+s7Fb/LgqIpF/eILfPfbMHzZAtNtBC+YEIoaOXMqiqTX2il9CPrffgmOm16C/GdQdB1sbzQx\n9vhWbOYYsFpA9kDnRdSRIl5tHEy4EVN9BoGNjxOYlIQ2yomORITqTvx+NxVT76b25IuY0syY6+zE\nRSdQUbyLwtRk1MgYvIYcipUOQrKOy7UqEwPz0DXdiBD1BaHmMSgRdr6XcllfO4fX37qPj26/k6uE\narTdG3AdjqVr4eNUNB8lP0aDzRPiaPJwLH4vCzdtZVq5AenBPyEfuZmLN65BSBtL+ju/QajcSqdU\njEHTjhpvI9TVgeWtGujuoSw8jT7eMgQzMD4eoUiEpP4Qq0WNKYaCGuTN/RFGVuIp7kBjjcH3XDdb\nQ4vZX3EdL53diW3qTajtq6gwf4muRsVqbEdDOuZP8iBKRInuS8fldYgaJ471EoKvA26thPpbwX0A\n4t8Ex8J/5hD8L/lJZsIFf4e8XH6svL/JzyRmBPhn5o7o6oDTR3trvkXEgL03PaWqylQIO0jUVyJG\nzoKyPMidBXI9mo339tbwmpAC/jOg9yGERMh6mUD/HYhaFanRTdTZAoLxnZiDe9EeFtEXdmNZaMF8\naCjS8SKEIoWAy4jUHKBrtAHj6W5CmDBd1wLJ8QiR4xEffRqxbw/E3ws+H5y8gKrphInTkF0rCTU/\nhE5/CkFzDEGvR1F60JTJqIEBhJKiEesChAbNQcjQQ+pKKj7ZgWd7G9QG0HVHos8cT4PNjCVrBfbw\nw+DLgIMboPoLKN0P1WdQD71Cm+cCBtmC0LcI9gFxHSApkL8Jwu1onjyC59WdiNbRZMeV4W8pJ3zI\ns/idG9BoJGjooCdTg2tgG1a7Gc07zSgLbbROScQ6/QSSvobwx1fj7XwX+ZSKuyEZ/fgsNIOvInTu\nNOqgwzhbBXTJl8M1H8HIpdBpxj2yBG9uN1bj5wjhowgNn4k/Ppkuu4MSewed3x7n1MI0TGIXmdv3\nkJyymMijX3GqfzYl4UaM7XYmxg5hAJHEeRsIrz1HZtjNxIiphLoeQjy4Hyn1bTT2FeAbT8aLj3J0\n0SRacqex12LkgphBSXQEh6M9KFIn008cYLivDItZx3xjOCPL6xDDpsAntyHOuQNjWB2SLZP2D97A\nduenXHQ0EF1/kJC9EX3XdQhKJYJfwpuqYE12I8brENRL4abVsPtJ8FQgpL6AcK4TIb0WoaUR4aiA\nRu9FmB5DX9ttJHnepyXvIoVREn3qnqAiLoGuVDMpVQL61hroUVFj+iBMWY0u+gY0DccQqi8i1Iwx\ntgAAIABJREFUGHQI2v2gEyB6OTgu/+eMyf8LP8lM+B5++Ez4TX6svL/JL2HL0FuNdvt6+OYTOHMM\nNBpUVUYVyuFGG+qhY4QcXyKdv4g8MxORMsT5CpyqhuYasAlQq8DqAELqXegXx6AMrkfxWhAsHjRq\nEKm9Cy744YIH3pQh9jToU1HHO5AfthGn/4QapZYLdVeSZiyHdpHAzIFI2g4EfTNS9DI4sx02bIE3\nttHe9QRazVUYa4xovAnouxcjFL6APr4SX5oLbXEFksaAEPsmatPtCGILknCco2vvp/VYC8EOGL/x\nN5i7voaOWmac7MJTsAjqG2FOG1x9GMqyYMc90NWNGOqDNW8L7gwVs88D3RJq82Sk1n2gk2HgdQhh\nSZgfeIr20aOxPfk4MSPcKMs3IGUIyENkvAeChPvPUZcbRm1IRvtgX3QWLeaNFyHpRZBl6j9ciuPa\ncM5dP5FxI/ZQ+fQyUqRGSl/JwuizYNaWo7a8Q1FlOFnfvYeaWYcq67FV34iY3puzwtcTpNB/nqDc\nQ9auVmKeKyLbuARZ5yF0pAOx8i2E78vIfuhZMgQzYV9toodkqriOVKObDEsd4epzqKEmgkIXqvUE\nXsObGC9eoM8La0meaSR24K8ZIvSgP/0NTvtQPk9rZmjdBabX78Nq8ILZx0L/ZXRqTHiUPAzZTiT3\naFjxIaa4M5ja9tGti6Bicg71u+6gn+zGELEWNboA4Ts3gsVPRHgHakAA7ePg+xJ2TYTFqbCsGbY8\nCPM9CI0yLnsfDI8IqEdkdPdEY+y/nOExYai6k7gaTrI3azySNZbE3dVIb/pQrtZArhn/EA3GpCG9\n8Qi+CaA9BjFRkLcHFhaC/f8p9uBfh//h2nE/lF+WI/4jrp7epDwmM5Q+Ds657BO2MOasg9DRfRgj\nBoM7CE2bYMHjcPIVGJULe/fCmnpo06I+nUPDkvk4N76KrmICrbeUY95/gRJHLoNOBRC2n0EYr0Jk\nH4TuscgnN9LzjBf7dzEImia8VT5a4pOpmTKaQKiOnP3FmMYPxei/FT54HEZcQCyzE4wxUniHlajT\nLmLymmn/UIP+9iDWJgs9d16KvsCDLvVRVH0C6pbrUJOm0Na8kWNPljH85laMiTbskTMg9XKwfgDB\nU3zc8zuWnDyDLrQdoakHJXw0XlM/ggU7UOoF9KYKfNMlmnbqSDcqaEaMRCo7CrIWahshqy/q1Zvw\nrvoG/2cf4nxRAlcrqsFMcMoiAn4dlloJVc2lIOV5Ug9dxBqzFHQeMN8IW+4gGHmer6MWkdC3mUF5\nHow7mmnI9NNo02JvjUaaGcHBMCODy7z0Ky5GaDuPGqPBtSMMxqRhW3w9bk88nDmE2a+DtS9CXhDu\nvB+mRcGxp/BXxeJaX4us1WL/ZDulo44D63HgIUgPkWW5WCz3otqdKGfmIie1EDomoNmXgO+Bfui6\ny2nvP5L9GJmFHQ/R2LetwRjuRzw1A27+DdQsBZcefCeQjzTRHa3B4DJgKE1HqDgBD7wJ2ijcm1+n\ncPcpBuYE0MZqIDmE2NoDGnCHTPT4bcS4FQgLwqgwiK+ApqVw91dw/ShUxym6D2mxL30Qiv+IGrcS\n5Z5FcBu4+kNTdDg6x2Ws9i6mO17ibv1ATDuHYK8rJpCehKH+VhhSBCePwSUbwd8CZV+BzgHDVvxz\nx+N/w0+yHFH9d8hL4sfK+5v8MhP+NyoPQ2QG1J6Gi3uhdjN0r0C34Aa80QM5FhdN5rjxJB14Ha74\nGHY8Dx4RTuyHvVWQOgxlWC3+xDqclc10ZsXhGiiSfL4MjAFatHpUTT2CRgudXgSxA7TfIbn8hEpS\nIaeICvNALprDKQ1L5ap3t2G2hNPT6qA0rgmneA+xV3nQekMohh60bQFSP/XgjRFQmpPQJ1RjaAlA\nhwbp5FYUtw0chQj9ByIbp1M49wG8ybEMebI/+osnUUMSwXQH2uSFoExCrvuc8ZveQ9NUSGdHOsaF\nQfz5Ckb7CUxxLgRnA/hC6Cds5UDyx8hLt5MbUQwzn4SESaB1gHQS/A+g3j8D7XQNckcbktuHMO59\ndLp4/J7PoeAgQtFbGH93PY05rWhO5aEbdBmivZn9IwbTXJXNXNsaNG0BtOcG07nicbyBQwzanEBz\nZhbbatdhsbuIeeNbmu40YfoYjEIMhlQTGoMIeRsxh/aBToWIOSAH4IqJELWHQMUZulfrkQako/1y\nEL6cRkqNt6IniljuxdQ2jAbnPhosa0jfPRdh7jHQqGjfikJqCOF9Kw3/gRDB8X8ij3PMYDZWZExq\nDbK6AbUc0G+FI+NA1wKb+4K3P5KtCUdzJ55JmcjdR5BTneg+XAErTyAP/JwBSz6n9tevEp3ehfl4\nFwRrUG1u9LVeyjVpxGSfA7cFNrshYSqk7YWvR4H3Fmo3nSdq3l5o2AiFrQjlVyEuDNCZrqdocl8y\n1pQTXlzFo+aX6YiJ45URx8kIX8b8d+7Fcl0T1C6H3Ta46pHeWoIAUZOg9b/3z/pfwc9E+/2yJtxR\nA+tug80PQMsFsERC/3lgEcF7lpakaBxHC0k3mzjQU4F9/ttY7Umw/l64/BX44h3okAjl/h/23jtK\nqjLr9/8851ROnXNONN0N3eScM4iMoDgGHPMYRscxj2FUUDGPo5gDKmYQQQQkSM40qYGGbjrnWB2q\nunLVOfePnnXn/f3W6yzfq87MXd7PWuePOutZaz/dp/auffbZ57t19C6JxlrVjgYPrlQbusbTmDq6\n0HTIdIRHoAuZsG7rRmRq4aF2OL4Ll9FInV3i7EV3sjktnW8Hz2ZKyERh3Unk0bkY954jrqeLwMWL\nKMkYT6siMHc7MGj0GOwG5NTR9GYH0e70YKjyIjR5hBpbCMWo6Gra8W5aScvXG4keE4duhIFWEcI/\nRINB46E+vQWr24vWOgflXB047Xw0ZQrGCTeQPu4RDEMOohl7P8JaiDi+ARGtIJfVEjf7JS4UVZPx\nbQlSyoX+1rm0eai6NNx6F6L7IUy6NqQWPzinwcfPQfpslsnpHDWlUTR9GQ5bGenFLson9xGSO3j1\nsEBqc7HYcRZNnwmSQngtY2kxfk/WqjOoF3rYcc9gRkbkkfXs5+ieSSSsdBzaJd+gIYSmcC7iQF2/\n9rFdBV8KROeBpoagLoPe5/bjdJgJvmIkeFkK3Wkt2LVJpLeaSTKtQScNR3T3EXz/MZqmdmJrD6Kv\nq0KsPE3wN9MJVPdQHRtPmGMfrQNOIIkJ5IrR4F+NLA1Gu6UY4Q6ipp1C3fshpEYhLv0Ydf7FqGfe\nRgoo6DRRiM5uGmdb6BsxDOX9RxBiCJbaIGHOw7R8Vo6wmTFMugxRcYT2+Wkc1o1ksKUC0eAGUxzs\nOwNtsVCfhBpzAEIbMU36AOzHQCoFyU0gWdA0No7UQx2E14xCEWl4bkqH1FLmnNAx8LOXINqEbHEj\n5U1AJLX3Z76ps/pHdAGYEv71vvg/4GepCT/Ij68Jv8BPtfeD/GrLEUpXF95PP0E5+Cla+SQEZUK2\n0YScNhTZCiKApWArZwdlENvsI2HOB7SkjOQetZu37U5sj+RC0iw4coTACAXXwjTC2k5DzhqUk1fT\nNSOWiFUN7LhpGqagEW2fTLUtlqtmfgB/vBIuvQoevAp7UCU4xMi2CQupzhnGKIfErM33Ihss4IqD\nA+3wp9chfTjoIvEXX0ens5fYC3vQZMwErZ66llKMPUFih0+C75sInNuHagvQJ3IpTzRgn5RFTEsj\n6ZXnCfP00pEehabUT/iSXs6nDSLYPZzIyPkkxczlMXGImWeOMitpHoSuATmVssZbGbh6HvSmQF8I\n4jupkJKI1muI+O1DcGYpinkAQf0ZfFOWYjqwAdm2BSpiYH4p7LkPUtdCUGJj8GmeyryG4dr9vBwq\norJrLg1hEfTuXMTlgaegNwd1TCIh7VaammzE26PxpSdTmtRFolVPVHEIZXo6JvEnNOc8kD8Omo/A\npuUgYqDlMAyVIXIUisNKaOs7hJo8SK0K3neS8IZ5qTAMpFGN55IPK9BnDYF5K0D7977YJbNxxBym\nb9ZQEj8oR703iC//jxguewYGRtOzdBnCeDsG6RY0QSdqqBiNpQRevRpVG4E67RiSeoSQU4fiSQdv\nB21mHZrGIHH8BiLc+O1OGpPLaB9rxdimJ8owA2tPBMaqzfh907HOvR/2vYtbf5LQ1rXoqgPoFA/C\nqoKIhrSBqNUHUaIEJMlI0QHUJBuqbSyibjPoBFJwDpR/hxqcRs99NvzycaI5jByMgWMfE6q7ESVT\nRlOjwsCHEIMeA0n3L/O/n8rPUY5Q7D9+sRTFT7X3g/yHJOT/WlSXC8977+HftQs56Ee9egVS6W60\nO/agb29BGp6KKHKC34PJEktgYCdItcQxgjtD37G0W2G5XY+ufguO6WkE5w8nAiOhVEF76jMYXXrC\nPvLQXRtOpSmNma27SGj3UBucANlaGNAF9mtQAz5OzbuOihFBFnz3NQs6yghzAp7BMOMvULwaiqrB\nvQ+qdoLfjq5zH4ldIZQkP6rYDQl3YL5jJ317J+P/9Aheh526YUkcvSwP81E30zrCGKtfDP4N0FeB\nWpRPhLGC1qsLUexuUp+uo/GlIAm7P+VY1nxyht9Kn04m+P4cQtesJOi8g4Fb54IS0d+S7m+BzLHk\nOBupGmpFbdqMdvIlWNavQBuRiW7zcrBp4KAe8mcQ+vx65KzTIOKhzMKs7qWc9Uh8njWeRRVRsG0l\nf7nZzOSoh0CTAL/dj1BV5K5txPceQ1m7nO4H20gK/ZHkvx7B9fseDL4FaM5+ARfOw7JiKNCDYgHv\nSejRwqybaEq6jOA1FxM/OBpDZD0hvUAXkU6f2kRaWSrjth5CjLge5j/W/53oskOXHWZPw/baLiz7\nDsInXxLqvBP/7z9Cn5gC7mp2y3Zm6MoRobUoPZ8g++aDvRzcbkTSYITmFnrCV2JxfYbGEAKvg9iW\nMI4sysRd2ktG3rt0bZjDgVFLmKCZT1JiIorw4bTuwB4Vj9/0Plq2ET7+Nozr6qm5Lo0uIrDYu0nO\nW0783m2o9s2QEIQ4IGUK5G1BChyAE7/DY7NiDF0EmlMQMQP/zIUY9h4gLPtrpGAlxBshyooU9SgY\nl6McSSHY7kVf+CMCsBoCdyWYc3855/wXEvoPiX6/2kz4fxt9bCzivm/BFt0/sHPHRki3wPrZEEim\n3paKT+ojy1JC3wQTFpuX8tWDid5UT3Sena75iQQGJ2Js7OBs4XyCdScZc+Iw8loJX6IGzcL5BAuM\nhC58TffBUaSNnwdbP4YOJ2rBApbenI2px889Rzej6dsFrmkQNxZmL+vf4Ion4erbIDIaelrhubFw\n92ZCNa/RoT1L2FuRKNHpqMsv5nTwM9p6rBjONzD82x1w6XJKMzoZ9vka+mbfQVzqQtzaOlyHFxDT\n6EEz8jXUjCvofuq3NM89TUSNQte4e9G21JF46C3qk7J4P/EPTAq1sXDj3+B0D6RqoMcCL35IoOZJ\nGisbiRmSjuVCK7gaIDIESX+Fqg/g4rfx+uehN6xDlPdB6XPQVYZao1I3LYZDpYMxiyzmTxuJZG4D\naR+kvQYHPkYtmonLs5P9wRImPfwNRmMzvuEGxLhh6JVRYEqFow+DPQ2+qABLBHxVAk+Mgavf4usx\nY0g8+w6jzy1F+cpP0B6JHD0cjALh240UIQidjoC8qf3/50AAdf0aiLQij9AiTXfBzFtQ9Q24m3zo\n7t6JPDgeJXc6mrvfI+S9C8k5C177FLHtc4i1wqCROBZdSfHwz5lam4bU0g0HIuAKE17fbrr83QRO\nhGOraMGUMQb9km/6tS0Aek+g2r/HHumghW+wWzPwq71IwRCmQBwDi9sQTheBqCxiUn+Pv3YpWs0h\n1PR5yIkbwdkDnyTRnJNBYmIcVWYbmft8iLAr4PVH4PGHoP0sJCTDyZdg9D0o9ieRpLsJHvwSdcrH\naMf/E1mXkBfOXA2pd0HkpF/WKX8EP0cm7HX9+MUGMz/V3g/yqw/C3BbfP9Hg2lf+ca6nDg4/BZOe\nofHbdUjjc/BHPk/S5gNozg+Aj4/hv92A0xdL1LkslBkBTi0eghxIYuDWT9F1lkKphBgYQsQtRPGa\nCCqrkU/okQf9Bk6uA60EFwfoqsknIpCJ6N4ESV5Qc2DoE1B01f9nm6rzAsprc2FiLmLQvUhhUwk8\nm0fX1y5idpXRZrkJi3obnR33k658AXvvIzg8jlBgMw7bdQR2v8exRbcwybCYbvaS6p2DcqIGx+NP\no58yBeMDd1JRdTEJPVZsujk0xGVhO/IhK+Iv5q6KLwnz6aG0F1ynwOzoFy6Kn0Cg/RQn5lkZVV+F\naGuAoX+G3R/Aza+gKB/QHHacGGkzenUYbEmFuAX4W49yciLkvtpH+IUWiPJB7iDIz4dNx6H5PL45\nt7N+RiyTe/KJ12bAmw+jHt6FmHwlPLmq/1XkcyugbB1sqIBgCkSlwUWLoHYNy66+i/kn/kx2bQ1e\nNESXXoTw+xAiCGc3QVo2KCVQeCOMvBw1PBp12wZEzXbEZAfk/gnsD0DcVXg7v0L3oRXXGQnTtVMQ\n1+RDqBpJtwyohQ1XgnoOyk0EewQBWUJvNhJq9qDtC6HcEEPPiPXo14zDO8NKRGkHoiEMQhG4hkyh\nIy+LrugQqvM4lrBLUPp2Izz7EW0qWc/78P11G/rKVWgzr6Quzo2/9a+EbTqNZs7vkHRrsKoGpO+C\niM6TtOXkEjfsRZo0rfR6TpD/wHYI18F1N8HIW+GTKdAbhMJy1JJMxLhwVDEDzzsbMSzfgBQX99/7\nyYU/Q/0KmNb9H1G2+DmCcG/wx/8dYRr/T7X3g/y/B3NKCBJzIa3oH+fOfQopk+k+XINn5wHCFw5E\nfPQaxq6LkA/tRRTFoEnuplaXgjdFQpRVEFHVQXpPH9ruQ6gtibiuSkZjGYTkSEAp+QbvsDi8uiSk\nzk7Uu+9FmqxA+hqM2vGIkrPQWQvDfgc9zRC2GeKvBdnYvx+PE/H6bahL7iCoeQVVrUdyj0P9chMu\nbTf6SzPRH30G7acHkSMEPbYGDDXr8Q8/jjbmESzhD2I59DrJbR6qBrhIFb/BLdvwP/ECwbIywleu\nRO4pIapuKw3DrEjh2cQ2rMF49jRJWiuJl70PBzdByATZMyElBrJiYMsR5K5yYqrbwNaF1KXC2f0w\n0gWynlDZTAKaJkwfNyGtXQe5MmTfiBIzEk3jZqItsxHFR0EfBSY7tLfBHd+jLvgLXw9xMtV6BXFR\noyEiEUQvImM4fPUu5KRBQhqcWAEHfDDeDfYE8Lhg3jWQnUz28QdYPWAJ477dQ/DGW1HyZmBoDcIA\nJ1x1F8RaoNYJY3qhtQxR0or4+n1ESRlo82Dx06C+Cp/nQd8+5DYn2oJ03HtbkaI2ognsgMpd0FkE\nE5+A2jowD0R0n0JOKiR4qAdtjA/+5MFeJxPavA1rtBkSJaoTE4gwWKjPVOjKiiKi5gTJ7RZCllZU\ni40U/Z0k7H2XyFcaoNDNNncD+X2nwHmEcM8RzGoKh2Iiic65jh5tBtZTm5Fd5wnpx7L38svIsd2A\n7dhu2p0nCan1WG1m6HDCnhWgj4DFL6DGNhHKeQmpTUWkeJGNbXjffRFp0gGEchbkCQjx9/CgqtD0\nDuS+BOacf7WH/rf8HA/mHliqQ5WkH3U8tzT4U+39IP8hVZF/I1NugK8eh4nX/ONc/S4czny61q4l\n8/336ZDfwDpqGZolt8HsiZB1AbQDyG+X6AmvoXuMjVhfHuJoMeQPRlV70BeuoqfzRaK+6ezXqdWa\nsHRpcFxxAUPnR2j0i8B3BPKnQc5f4PtTUCZDRztkJ0L9s5D1PPi98Mb1cPky5OQipF2vgb8VZetE\nXAkTiRjrRFd+JUqvgdDY6wnf/QANVzfTlygTpj+FpBkINWch/XYsPTvwhRrYW/saSStbyB4zjfDn\nn0M6eS+0rUOytpPTvpwK7Qs0pkYxaPHn5Ox6pl8svaYe2l3wl5Xw0TUQfQlUr4V5WvQWF2qsBloU\nCAccwL4iNCkJCFsymssfA7MZ3psCEyah1ZuIqHkHUbEfppph0FME4vaxMTuHFN8+RpiWsJCr0apa\n8FWCYxccex7mFEJeMjxwA1xzP7iOQ4EfzkXDLIE64WV49wFEQRBN5lwGXjiOvjseU8xfOB75MIOr\nNqIfdSdi6FVwbh0UTINxE0CzG4JlEMiHsPlw5VIw+MBgA4sDJT0J9bwf0VqM8dFkPEutEN2GLu4o\nzL0PXqyBsGtwjx+Dr/YU5o1taAt0qMOsNJosiN5uwvQu5NN1WFq0xFw0FHd4HBm9Sfi0l9E49hBd\nISdJZ5yYQ4NQ48IhMAzZfY6gp5HRI/ag7tcjRCUos9AHBJOP7KK15wzNnmQaQzmEIguZ9vJmihZ1\noqzaglxymPy+IJ0T4gmKLjQ+M7S3g2YwvHErIXsvobapyK0uRLQZaUw0hvEJeN+8gP72YtTQBgKa\nZhRtEYb20ciRMyBq+r/HR38hQv8hOeh/xi76+fdkwnoz7P0Ixizu/9xTTeDcHpo+PkrmSy+gHvqW\nHs+HRL3dgUhKJSi7qXIIoqJSUKjHF+WlwpXHoWu+pKi9DnXNAejrRpPchv5vG0FuhUgnmkA3yvgO\n3O1mTF83INUcRVQegK5qaD8KZhfMfLFfDyG4APZshOoWsJ2H/JGQ0e8AQlER607Cwr/R98Ez6C/y\nIBd7cRfGIMbcgabDjm2XBoOtHmlfOAydDOEx8PwdhFrLsbSdJWXpfqKn3IrlplsQxx+Bhi/AFgOZ\nExDnNyPkwfRkJqJaI7E6osBth0/egz8+Cil5sGlZf3ZU1Alx3f0CMwu7oXYLdLdCIK1fW2JkBO5Y\nCZPlCtAZQE6GQx9DbhqayDzErnchyUPTQD1fpyukei2M8cVD3xHk1jfA/hn466HbAqSBQwtHSsHb\nC+VloE0ApQXm3Q3jl8G+Rai59XAqC5G6kbwXytFd/Rhi4BhUexmGI9/CzR8gSyZoOo4qJaLqixGW\nQ2D6EORXwWyHgrugaXi/VGl7OMGQE/mYB2wupIQ+dDMfwLexDbXZiube76GiGCKOEwxtQ7/Pg7a+\nGTHjekJz/djWOwi3t6DJ9HLqogk0NEYSscOESg/VC/Q0mlajFT2YRRheTSkOcy1OzWnYW48hYSGl\nyVFIWhe22BbwGhG9XgLt9dR0SrwZuZSNGb/nOv9REivPYqrpwLi/B2VTHWqLgrj4BnSDFtOaWIUp\nQoMc54WiKBhXT2fIiu/ibJQ2H7KcgHLbcOg7ha/DgmZYPVgeBtWB/qQTyXUYjJMQ4cP/9f75A/wc\nmfA9TxhRkH7U8dJS30+194P8emrCagiaX4O2j0HxQs6bYBkOsgneuwWueBZ6HARemEbzYSfJg8cj\nx8XTfmUQfVsGtqG3EooM5x32ccUnm4i88BL+QXo80YuxbKzGUdlF+J+fRH3nOsRJNyLFiJraB3aB\nepWKMngg0ssVnH/6JuL9U7GFT0br00LzWdh3O3gkCFpAyJA2HuILwKOBugcha2n/JF8g6NiC9OUn\nBLJuwLt9G1KMFu3JZ/CM1CIMk7HV1COSIxELIuGtXiirgnveok1uQ/vpI5h1LkINQUzzJoMa6A/0\ndzwLnW9AMBoyX4BvlqPqTTh+cwk2aRg8PhpRUUvwixL8UjWmKj3Kwb+ixn6DIlSUketRIqwoZ+5B\naTmP4ktBKmzHcKyH3nkDiHKOQACKkJBOn4CsKahyAqxcRd+ULmRtHxjB5POBZQQkPw3WcbD3AGxd\nBa5jYM0FdsF5FTpdYIuH7k5wB+G2FFAFaBTUUDtK0E8oR6B9GMSTy2DWn/GtHEcocySmhiAseQ3a\nzqBufwKlrRX5Rj2UXQ9BE2rHCtRxGUh962CzDnJ+D2PvRb1lIL4kN56xyYTFFlI16EZ6/vw8YRYZ\ni17BN/lSxFvPoZujQxqZjNHZitVnRkqPgAM9UHAHyhcPU5YbhTOikPj9h3DffxeJGYOQhRELE6B9\nEyg+WFcO+UOhuZUacxnayK0k6TWoLcfBIVg+eB15tSeYX/sFclQbmgs5+OzN+Lu7CD6WRth77ain\nHNjn/JHIxvcJbPPTesNkLANGE3N+A1ibqB1jJOZ8O3pnFoFdjWgv+TOa6bEodbGEcq+iXb6f9j1D\nGbrxIdSnn4G1tyGuuwCa/9+YCXcdnLwZ7AcgcREM/lt/eekX5ueoCTeqP36fycL+U+39IL+eTFhI\nYBsDhkxQPKD6oXUldHwBvbVQfxDf+i/x9Z0hcsGTaJ54GabPR1R54OrH8K14mT2uYxQlGkl1Hcfj\nb0Onc2FsqUI61o2REGpkGEFjE5plj0LHUcRluVDUgjM1GX34Fcgpk4k6WkX1sHpsPge6UCNoasB/\nBAaPh1O7YUg4pDaCr69/rIq+BD7cBFOuRTWY8egfQTfsfeSEFHSTJmOYNBtN31nERQMRbQeQjroJ\npjoJ9XXgC16EZtg5vKvWoB4/hB0rYToFQ54bIbdCUw80d0G6AoZkGPQW6G1QOA+hNaD/bDme9FKC\nnmJ8BdG0Dn4PL4fwRXTise7GFxUkgJZQynBUSQH7XlxhXizbojFG9OFYNRhlgQ6lrZnDKY+jt5ix\nRj+P+vanVEl9HBtuw+TqJaq9BzQm5NRFkPAw2KaDIsHj98Jz70LTEbjl9f568JSBYGkCRQ8hBQqC\nkOMGTzesDsLE+1Cz2qC8EzzxSCU7QW2ie6gO65gVSLoI+OohiEtD7FsGnjDINCLe2Qm5wxHtKsqo\nOETjfsRhL0x7CDUxFfYsR3Jn8+k6A/uPNdA5zsTBuYMZ8tIWNMVNFGcFaFo4maZQGC3WYUTHH0Mn\nedGGcmCrCdoPIdqbiS7rJDmqmtNXzED7zlHs23dSmZFMfFQeWlM+dPphy7fw+/uho42+vq94NXkR\ns8prwdVCb3ISs01vkefSIz9fgpwFBFW46wOCx1ZzZupI0taehVkmXrzuWqaqTQT+8DRONaS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pw2xNd/hokPQ9EiZCGI1x3gL8eXo6vWoIxLIlgKphOddN3tJXzNe8gzh/39otX2B6iskZBmAJ0C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SyHgF6pdijGlEtAEA5KuuQMyci/bE1VC5E4Plx+iYDg17EOnpCIMVseso0Xsfw7OgAX+qHzJj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\n0sEBhpgCxP7vYOGNcPsuCGlGUe1UogPv9J23+HPoPBgCgs9rt/qrcF58wsF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0isSXcBDA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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1113,7 +1123,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.9" + "version": "2.7.6" } }, "nbformat": 4, diff --git a/docs/source/pythonapi/examples/tally-arithmetic.ipynb b/docs/source/pythonapi/examples/tally-arithmetic.ipynb index 2f32f3d9a..9460b8c32 100644 --- a/docs/source/pythonapi/examples/tally-arithmetic.ipynb +++ b/docs/source/pythonapi/examples/tally-arithmetic.ipynb @@ -342,7 +342,18 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Run openmc in plotting mode\n", "executor = openmc.Executor()\n", @@ -358,7 +369,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\nevIl6QAAAABJRU5ErkJggg==\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAAAFzUkdC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\nVDIzOjQ4OjU0LTA0OjAwuFTLvgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] @@ -387,13 +398,12 @@ "cell_type": "code", "execution_count": 15, "metadata": { - "collapsed": true + "collapsed": false }, "outputs": [], "source": [ "# Instantiate an empty TalliesFile\n", - "tallies_file = openmc.TalliesFile()\n", - "tallies_file.tallies = []" + "tallies_file = openmc.TalliesFile()" ] }, { @@ -569,8 +579,9 @@ " Copyright: 2011-2015 Massachusetts Institute of Technology\n", " License: http://mit-crpg.github.io/openmc/license.html\n", " Version: 0.7.0\n", - " Git SHA1: b167d70c877c516deca785801b9fa6f53fb0985b\n", - " Date/Time: 2015-09-21 10:25:26\n", + " Git SHA1: e0c2aace2e73367536fa03e153b67a2d038cd2b3\n", + " Date/Time: 2015-10-02 23:48:55\n", + " MPI Processes: 1\n", "\n", " ===========================================================================\n", " ========================> INITIALIZATION <=========================\n", @@ -625,20 +636,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 9.1800E-01 seconds\n", - " Reading cross sections = 6.5800E-01 seconds\n", - " Total time in simulation = 1.7037E+01 seconds\n", - " Time in transport only = 1.7024E+01 seconds\n", - " Time in inactive batches = 2.8600E+00 seconds\n", - " Time in active batches = 1.4177E+01 seconds\n", - " Time synchronizing fission bank = 4.0000E-03 seconds\n", - " Sampling source sites = 4.0000E-03 seconds\n", + " Total time for initialization = 5.7300E-01 seconds\n", + " Reading cross sections = 1.2700E-01 seconds\n", + " Total time in simulation = 2.1409E+01 seconds\n", + " Time in transport only = 2.1383E+01 seconds\n", + " Time in inactive batches = 2.7630E+00 seconds\n", + " Time in active batches = 1.8646E+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", " Time accumulating tallies = 0.0000E+00 seconds\n", " Total time for finalization = 1.0000E-03 seconds\n", - " Total time elapsed = 1.7971E+01 seconds\n", - " Calculation Rate (inactive) = 4370.63 neutrons/second\n", - " Calculation Rate (active) = 2645.13 neutrons/second\n", + " Total time elapsed = 2.1994E+01 seconds\n", + " Calculation Rate (inactive) = 4524.07 neutrons/second\n", + " Calculation Rate (active) = 2011.16 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -746,13 +757,6 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -767,9 +771,8 @@ "" ], "text/plain": [ - " nuclide score mean std. dev.\n", - "bin \n", - "0 total (nu-fission / absorption) 1.046353 0.00935" + " nuclide score mean std. dev.\n", + "0 total (nu-fission / absorption) 1.046353 0.00935" ] }, "execution_count": 26, @@ -809,22 +812,17 @@ " \n", " \n", " \n", + " energy [MeV]\n", " nuclide\n", " score\n", " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", + " (0.0e+00 - 6.2e-01)\n", " total\n", " absorption\n", " 0.95873\n", @@ -835,9 +833,8 @@ "" ], "text/plain": [ - " nuclide score mean std. dev.\n", - "bin \n", - "0 total absorption 0.95873 0.00774" + " energy [MeV] nuclide score mean std. dev.\n", + "0 (0.0e+00 - 6.2e-01) total absorption 0.95873 0.00774" ] }, "execution_count": 27, @@ -880,13 +877,6 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", @@ -901,9 +891,8 @@ "" ], "text/plain": [ - " nuclide score mean std. dev.\n", - "bin \n", - "0 total nu-fission 1.091622 0.011163" + " nuclide score mean std. dev.\n", + "0 total nu-fission 1.091622 0.011163" ] }, "execution_count": 28, @@ -949,20 +938,11 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", - " 0.0e+00 - 6.2e-01\n", + " (0.0e+00 - 6.2e-01)\n", " 10000\n", " total\n", " absorption\n", @@ -975,8 +955,7 @@ ], "text/plain": [ " energy [MeV] cell nuclide score mean std. dev.\n", - "bin \n", - "0 0.0e+00 - 6.2e-01 10000 total absorption 0.802012 0.006609" + "0 (0.0e+00 - 6.2e-01) 10000 total absorption 0.802012 0.006609" ] }, "execution_count": 29, @@ -1014,27 +993,16 @@ " \n", " \n", " energy [MeV]\n", - " cell\n", " nuclide\n", " score\n", " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", - " 0.0e+00 - 6.2e-01\n", - " 10000\n", + " (0.0e+00 - 6.2e-01)\n", " total\n", " (nu-fission / absorption)\n", " 1.246604\n", @@ -1045,13 +1013,8 @@ "" ], "text/plain": [ - " energy [MeV] cell nuclide score mean \\\n", - "bin \n", - "0 0.0e+00 - 6.2e-01 10000 total (nu-fission / absorption) 1.246604 \n", - "\n", - " std. dev. \n", - "bin \n", - "0 0.011825 " + " energy [MeV] nuclide score mean std. dev.\n", + "0 (0.0e+00 - 6.2e-01) total (nu-fission / absorption) 1.246604 0.011825" ] }, "execution_count": 30, @@ -1087,22 +1050,17 @@ " \n", " \n", " \n", + " energy [MeV]\n", " nuclide\n", " score\n", " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", + " (0.0e+00 - 6.2e-01)\n", " total\n", " (((absorption * nu-fission) * absorption) * (n...\n", " 1.046353\n", @@ -1113,13 +1071,11 @@ "" ], "text/plain": [ - " nuclide score mean \\\n", - "bin \n", - "0 total (((absorption * nu-fission) * absorption) * (n... 1.046353 \n", + " energy [MeV] nuclide \\\n", + "0 (0.0e+00 - 6.2e-01) total \n", "\n", - " std. dev. \n", - "bin \n", - "0 0.01894 " + " score mean std. dev. \n", + "0 (((absorption * nu-fission) * absorption) * (n... 1.046353 0.01894 " ] }, "execution_count": 31, @@ -1179,87 +1135,78 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " (U-238 / total)\n", " (nu-fission / flux)\n", - " 0.000001\n", + " 6.641746e-07\n", " 6.859257e-09\n", " \n", " \n", " 1\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " (U-238 / total)\n", " (scatter / flux)\n", - " 0.209986\n", + " 2.099861e-01\n", " 1.966887e-03\n", " \n", " \n", " 2\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " (U-235 / total)\n", " (nu-fission / flux)\n", - " 0.355667\n", + " 3.556665e-01\n", " 3.717881e-03\n", " \n", " \n", " 3\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " (U-235 / total)\n", " (scatter / flux)\n", - " 0.005555\n", + " 5.554650e-03\n", " 5.218094e-05\n", " \n", " \n", " 4\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " (U-238 / total)\n", " (nu-fission / flux)\n", - " 0.007165\n", + " 7.165057e-03\n", " 5.625590e-05\n", " \n", " \n", " 5\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " (U-238 / total)\n", " (scatter / flux)\n", - " 0.227653\n", + " 2.276535e-01\n", " 8.544314e-04\n", " \n", " \n", " 6\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " (U-235 / total)\n", " (nu-fission / flux)\n", - " 0.008089\n", + " 8.089493e-03\n", " 5.080374e-05\n", " \n", " \n", " 7\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " (U-235 / total)\n", " (scatter / flux)\n", - " 0.003370\n", + " 3.370111e-03\n", " 1.361116e-05\n", " \n", " \n", @@ -1267,27 +1214,25 @@ "" ], "text/plain": [ - " cell energy [MeV] nuclide score mean \\\n", - "bin \n", - "0 10000 0.0e+00 - 6.3e-07 (U-238 / total) (nu-fission / flux) 0.000001 \n", - "1 10000 0.0e+00 - 6.3e-07 (U-238 / total) (scatter / flux) 0.209986 \n", - "2 10000 0.0e+00 - 6.3e-07 (U-235 / total) (nu-fission / flux) 0.355667 \n", - "3 10000 0.0e+00 - 6.3e-07 (U-235 / total) (scatter / flux) 0.005555 \n", - "4 10000 6.3e-07 - 2.0e+01 (U-238 / total) (nu-fission / flux) 0.007165 \n", - "5 10000 6.3e-07 - 2.0e+01 (U-238 / total) (scatter / flux) 0.227653 \n", - "6 10000 6.3e-07 - 2.0e+01 (U-235 / total) (nu-fission / flux) 0.008089 \n", - "7 10000 6.3e-07 - 2.0e+01 (U-235 / total) (scatter / flux) 0.003370 \n", + " cell energy [MeV] nuclide score \\\n", + "0 10000 (0.0e+00 - 6.3e-07) (U-238 / total) (nu-fission / flux) \n", + "1 10000 (0.0e+00 - 6.3e-07) (U-238 / total) (scatter / flux) \n", + "2 10000 (0.0e+00 - 6.3e-07) (U-235 / total) (nu-fission / flux) \n", + "3 10000 (0.0e+00 - 6.3e-07) (U-235 / total) (scatter / flux) \n", + "4 10000 (6.3e-07 - 2.0e+01) (U-238 / total) (nu-fission / flux) \n", + "5 10000 (6.3e-07 - 2.0e+01) (U-238 / total) (scatter / flux) \n", + "6 10000 (6.3e-07 - 2.0e+01) (U-235 / total) (nu-fission / flux) \n", + "7 10000 (6.3e-07 - 2.0e+01) (U-235 / total) (scatter / flux) \n", "\n", - " std. dev. \n", - "bin \n", - "0 6.859257e-09 \n", - "1 1.966887e-03 \n", - "2 3.717881e-03 \n", - "3 5.218094e-05 \n", - "4 5.625590e-05 \n", - "5 8.544314e-04 \n", - "6 5.080374e-05 \n", - "7 1.361116e-05 " + " mean std. dev. \n", + "0 6.641746e-07 6.859257e-09 \n", + "1 2.099861e-01 1.966887e-03 \n", + "2 3.556665e-01 3.717881e-03 \n", + "3 5.554650e-03 5.218094e-05 \n", + "4 7.165057e-03 5.625590e-05 \n", + "5 2.276535e-01 8.544314e-04 \n", + "6 8.089493e-03 5.080374e-05 \n", + "7 3.370111e-03 1.361116e-05 " ] }, "execution_count": 33, @@ -1416,21 +1361,12 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " U-238\n", " nu-fission\n", " 0.000002\n", @@ -1439,7 +1375,7 @@ " \n", " 1\n", " 10000\n", - " 0.0e+00 - 6.3e-07\n", + " (0.0e+00 - 6.3e-07)\n", " U-235\n", " nu-fission\n", " 0.867982\n", @@ -1448,7 +1384,7 @@ " \n", " 2\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " U-238\n", " nu-fission\n", " 0.082801\n", @@ -1457,7 +1393,7 @@ " \n", " 3\n", " 10000\n", - " 6.3e-07 - 2.0e+01\n", + " (6.3e-07 - 2.0e+01)\n", " U-235\n", " nu-fission\n", " 0.093484\n", @@ -1468,12 +1404,11 @@ "" ], "text/plain": [ - " cell energy [MeV] nuclide score mean std. dev.\n", - "bin \n", - "0 10000 0.0e+00 - 6.3e-07 U-238 nu-fission 0.000002 1.284890e-08\n", - "1 10000 0.0e+00 - 6.3e-07 U-235 nu-fission 0.867982 7.022256e-03\n", - "2 10000 6.3e-07 - 2.0e+01 U-238 nu-fission 0.082801 6.087096e-04\n", - "3 10000 6.3e-07 - 2.0e+01 U-235 nu-fission 0.093484 5.275039e-04" + " cell energy [MeV] nuclide score mean std. dev.\n", + "0 10000 (0.0e+00 - 6.3e-07) U-238 nu-fission 0.000002 1.284890e-08\n", + "1 10000 (0.0e+00 - 6.3e-07) U-235 nu-fission 0.867982 7.022256e-03\n", + "2 10000 (6.3e-07 - 2.0e+01) U-238 nu-fission 0.082801 6.087096e-04\n", + "3 10000 (6.3e-07 - 2.0e+01) U-235 nu-fission 0.093484 5.275039e-04" ] }, "execution_count": 37, @@ -1509,21 +1444,12 @@ " mean\n", " std. dev.\n", " \n", - " \n", - " bin\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " \n", " 0\n", " 10002\n", - " 1.0e-08 - 1.1e-07\n", + " (1.0e-08 - 1.1e-07)\n", " H-1\n", " scatter\n", " 4.620525\n", @@ -1532,7 +1458,7 @@ " \n", " 1\n", " 10002\n", - " 1.1e-07 - 1.2e-06\n", + " (1.1e-07 - 1.2e-06)\n", " H-1\n", " scatter\n", " 2.036841\n", @@ -1541,7 +1467,7 @@ " \n", " 2\n", " 10002\n", - " 1.2e-06 - 1.3e-05\n", + " (1.2e-06 - 1.3e-05)\n", " H-1\n", " scatter\n", " 1.659916\n", @@ -1550,7 +1476,7 @@ " \n", " 3\n", " 10002\n", - " 1.3e-05 - 1.4e-04\n", + " (1.3e-05 - 1.4e-04)\n", " H-1\n", " scatter\n", " 1.861546\n", @@ -1559,7 +1485,7 @@ " \n", " 4\n", " 10002\n", - " 1.4e-04 - 1.5e-03\n", + " (1.4e-04 - 1.5e-03)\n", " H-1\n", " scatter\n", " 2.049664\n", @@ -1568,7 +1494,7 @@ " \n", " 5\n", " 10002\n", - " 1.5e-03 - 1.6e-02\n", + " (1.5e-03 - 1.6e-02)\n", " H-1\n", " scatter\n", " 2.162157\n", @@ -1577,7 +1503,7 @@ " \n", " 6\n", " 10002\n", - " 1.6e-02 - 1.7e-01\n", + " (1.6e-02 - 1.7e-01)\n", " H-1\n", " scatter\n", " 2.224496\n", @@ -1586,7 +1512,7 @@ " \n", " 7\n", " 10002\n", - " 1.7e-01 - 1.9e+00\n", + " (1.7e-01 - 1.9e+00)\n", " H-1\n", " scatter\n", " 1.997585\n", @@ -1595,7 +1521,7 @@ " \n", " 8\n", " 10002\n", - " 1.9e+00 - 2.0e+01\n", + " (1.9e+00 - 2.0e+01)\n", " H-1\n", " scatter\n", " 0.373472\n", @@ -1606,17 +1532,16 @@ "" ], "text/plain": [ - " cell energy [MeV] nuclide score mean std. dev.\n", - "bin \n", - "0 10002 1.0e-08 - 1.1e-07 H-1 scatter 4.620525 0.038249\n", - "1 10002 1.1e-07 - 1.2e-06 H-1 scatter 2.036841 0.013203\n", - "2 10002 1.2e-06 - 1.3e-05 H-1 scatter 1.659916 0.010107\n", - "3 10002 1.3e-05 - 1.4e-04 H-1 scatter 1.861546 0.013328\n", - "4 10002 1.4e-04 - 1.5e-03 H-1 scatter 2.049664 0.008215\n", - "5 10002 1.5e-03 - 1.6e-02 H-1 scatter 2.162157 0.010245\n", - "6 10002 1.6e-02 - 1.7e-01 H-1 scatter 2.224496 0.013796\n", - "7 10002 1.7e-01 - 1.9e+00 H-1 scatter 1.997585 0.009161\n", - "8 10002 1.9e+00 - 2.0e+01 H-1 scatter 0.373472 0.003922" + " cell energy [MeV] nuclide score mean std. dev.\n", + "0 10002 (1.0e-08 - 1.1e-07) H-1 scatter 4.620525 0.038249\n", + "1 10002 (1.1e-07 - 1.2e-06) H-1 scatter 2.036841 0.013203\n", + "2 10002 (1.2e-06 - 1.3e-05) H-1 scatter 1.659916 0.010107\n", + "3 10002 (1.3e-05 - 1.4e-04) H-1 scatter 1.861546 0.013328\n", + "4 10002 (1.4e-04 - 1.5e-03) H-1 scatter 2.049664 0.008215\n", + "5 10002 (1.5e-03 - 1.6e-02) H-1 scatter 2.162157 0.010245\n", + "6 10002 (1.6e-02 - 1.7e-01) H-1 scatter 2.224496 0.013796\n", + "7 10002 (1.7e-01 - 1.9e+00) H-1 scatter 1.997585 0.009161\n", + "8 10002 (1.9e+00 - 2.0e+01) H-1 scatter 0.373472 0.003922" ] }, "execution_count": 38, @@ -1649,7 +1574,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.9" + "version": "2.7.6" } }, "nbformat": 4, diff --git a/openmc/cross.py b/openmc/cross.py index e2281142c..f361313b3 100644 --- a/openmc/cross.py +++ b/openmc/cross.py @@ -14,7 +14,7 @@ TALLY_ARITHMETIC_OPS = ['+', '-', '*', '/', '^'] class CrossScore(object): """A special-purpose tally score used to encapsulate all combinations of two - tally's scores as a outer product for tally arithmetic. + tally's scores as an outer product for tally arithmetic. Parameters ---------- @@ -270,7 +270,6 @@ class CrossFilter(object): self._left_filter = None self._right_filter = None self._binary_op = None - self._num_bins = 0 if left_filter is not None: self.left_filter = left_filter @@ -281,9 +280,6 @@ class CrossFilter(object): if binary_op is not None: self.binary_op = binary_op - if self.left_filter is not None and self.right_filter is not None: - self._num_bins = left_filter.num_bins * right_filter.num_bins - def __hash__(self): return hash((self.left_filter, self.right_filter)) @@ -337,7 +333,10 @@ class CrossFilter(object): @property def num_bins(self): - return self._num_bins + if self.left_filter is not None and self.right_filter is not None: + return self.left_filter.num_bins * self.right_filter.num_bins + else: + return 0 @property def stride(self): @@ -356,11 +355,13 @@ class CrossFilter(object): def left_filter(self, left_filter): cv.check_type('left_filter', left_filter, (Filter, CrossFilter)) self._left_filter = left_filter + self._bins['left'] = left_filter.bins @right_filter.setter def right_filter(self, right_filter): cv.check_type('right_filter', right_filter, (Filter, CrossFilter)) self._right_filter = right_filter + self._bins['right'] = right_filter.bins @binary_op.setter def binary_op(self, binary_op): diff --git a/openmc/filter.py b/openmc/filter.py index 5dbf83fdd..9735d95bb 100644 --- a/openmc/filter.py +++ b/openmc/filter.py @@ -35,7 +35,7 @@ class Filter(object): ---------- type : str The type of the tally filter. - bins : Integral or Iterable of Integral or Iterable of float + bins : Integral or Iterable of Integral or Iterable of Real The bins for the filter num_bins : Integral The number of filter bins @@ -325,8 +325,8 @@ class Filter(object): elif self.type in ['energy', 'energyout']: return np.all(self.bins == other.bins) - for bin in self.bins: - if bin not in other.bins: + for bin in other.bins: + if bin not in self.bins: return False return True @@ -404,7 +404,7 @@ class Filter(object): The zero-based index into the filter's array of bins. The bin index for 'material', 'surface', 'cell', 'cellborn', and 'universe' filters corresponds to the ID in the filter's list of bins. For - 'distribcell' tallies the bin_index necessarily can only be zero + 'distribcell' tallies the bin index necessarily can only be zero since only one cell can be tracked per tally. The bin index for 'energy' and 'energyout' filters corresponds to the energy range of interest in the filter bins of energies. The bin index for 'mesh' @@ -434,22 +434,28 @@ class Filter(object): if self.type == 'mesh': + # Construct 3-tuple of x,y,z cell indices for a 3D mesh if (len(self.mesh.dimension) == 3): nx, ny, nz = self.mesh.dimension x = bin_index / (ny * nz) y = (bin_index - (x * ny * nz)) / nz z = bin_index - (x * ny * nz) - (y * nz) filter_bin = (x, y, z) + + # Construct 2-tuple of x,y cell indices for a 2D mesh else: nx, ny = self.mesh.dimension x = bin_index / ny y = bin_index - (x * ny) filter_bin = (x, y) + # Construct 2-tuple of lower, upper energies for energy(out) filters elif self.type in ['energy', 'energyout']: filter_bin = (self.bins[bin_index], self.bins[bin_index+1]) + # Construct 1-tuple of with the cell ID for distribcell filters elif self.type == 'distribcell': filter_bin = (self.bins[0],) + # Construct 1-tuple with domain ID (e.g., material) for other filters else: filter_bin = (self.bins[bin_index],) @@ -586,8 +592,8 @@ class Filter(object): openmc_geometry = summary.openmc_geometry # Use OpenCG to compute the number of regions - opencg_geometry.initializeCellOffsets() - num_regions = opencg_geometry._num_regions + opencg_geometry.initialize_cell_offsets() + num_regions = opencg_geometry.num_regions # Initialize a dictionary mapping OpenMC distribcell # offsets to OpenCG LocalCoords linked lists @@ -596,7 +602,7 @@ class Filter(object): # Use OpenCG to compute LocalCoords linked list for # each region and store in dictionary for region in range(num_regions): - coords = opencg_geometry.findRegion(region) + coords = opencg_geometry.find_region(region) path = opencg.get_path(coords) cell_id = path[-1] diff --git a/openmc/mesh.py b/openmc/mesh.py index 7c2a62583..e410c9910 100644 --- a/openmc/mesh.py +++ b/openmc/mesh.py @@ -151,7 +151,7 @@ class Mesh(object): @name.setter def name(self, name): if name is not None: - check_type('name for mesh ID="{0}"'.format(self._id), + cv.check_type('name for mesh ID="{0}"'.format(self._id), name, basestring) self._name = name else: diff --git a/openmc/mgxs/groups.py b/openmc/mgxs/groups.py index a989d27e9..9b85e9bfc 100644 --- a/openmc/mgxs/groups.py +++ b/openmc/mgxs/groups.py @@ -24,7 +24,7 @@ class EnergyGroups(object): Attributes ---------- - group_edges : NumPy array + group_edges : ndarray The energy group boundaries [MeV] num_groups : Integral The number of energy groups @@ -57,6 +57,20 @@ class EnergyGroups(object): else: return existing + def __eq__(self, other): + if not isinstance(other, EnergyGroups): + return False + elif self.group_edges != other.group_edges: + return False + else: + return True + + def __ne__(self, other): + return not self == other + + def __hash__(self): + return hash(tuple(self.group_edges)) + @property def group_edges(self): return self._group_edges @@ -72,20 +86,6 @@ class EnergyGroups(object): self._group_edges = np.array(edges) self._num_groups = len(edges)-1 - def __eq__(self, other): - if not isinstance(other, EnergyGroups): - return False - elif self.group_edges != other.group_edges: - return False - else: - return True - - def __ne__(self, other): - return not self == other - - def __hash__(self): - return hash(tuple(self.group_edges)) - def generate_bin_edges(self, start, stop, num_groups, spacing='linear'): """Generate equally or logarithmically-spaced energy group boundaries. @@ -97,8 +97,8 @@ class EnergyGroups(object): The highest energy in MeV num_groups : Integral The number of energy groups - spacing : str - The spacing between groups ('linear' or 'logarithmic') + spacing : {'linear', 'logarithmic'} + The spacing between groups """ @@ -107,15 +107,15 @@ class EnergyGroups(object): cv.check_type('number of groups', num_groups, Integral) cv.check_type('spacing', spacing, basestring) cv.check_greater_than('first edge', start, 0, True) - cv.check_greater_than('first edge', stop, start, False) + cv.check_greater_than('last edge', stop, start, False) cv.check_greater_than('number of groups', num_groups, 0) cv.check_value('spacing', spacing, ('linear', 'logarithmic')) if spacing == 'linear': - self.group_edges = np.linspace(start, stop, num_groups+1) + self.group_edges = np.linspace(start, stop, num_groups + 1) elif spacing == 'logarithmic': self.group_edges = \ - np.logspace(np.log10(start), np.log10(stop), num_groups+1) + np.logspace(np.log10(start), np.log10(stop), num_groups + 1) self._num_groups = num_groups @@ -189,7 +189,7 @@ class EnergyGroups(object): Returns ------- ndarray - The NumPy array indices for each energy group of interest + The ndarray array indices for each energy group of interest Raises ------ diff --git a/openmc/statepoint.py b/openmc/statepoint.py index f58994b8c..5f0b5adbd 100644 --- a/openmc/statepoint.py +++ b/openmc/statepoint.py @@ -544,7 +544,7 @@ class StatePoint(object): contains_filters = False for test_filter in test_tally.filters: - if filter.is_subset(test_filter): + if test_filter.is_subset(filter): contains_filters = True break