From 54b65c8bda6af5788bd762b8cf9855d1a8008238 Mon Sep 17 00:00:00 2001 From: Adam Nelson Date: Sat, 11 Feb 2017 14:21:51 -0500 Subject: [PATCH] Fixes per @wbinventor comments --- .../pythonapi/examples/mdgxs-part-i.ipynb | 116 ++--- .../pythonapi/examples/mdgxs-part-ii.ipynb | 438 +++--------------- .../pythonapi/examples/mgxs-part-i.ipynb | 44 +- .../pythonapi/examples/mgxs-part-ii.ipynb | 125 +++-- .../pythonapi/examples/mgxs-part-iii.ipynb | 57 ++- .../pythonapi/examples/mgxs-part-iv.ipynb | 114 ++--- openmc/filter.py | 2 +- openmc/mgxs/library.py | 6 +- openmc/mgxs/mdgxs.py | 118 ++--- openmc/mgxs/mgxs.py | 264 ++++++----- 10 files changed, 453 insertions(+), 831 deletions(-) diff --git a/docs/source/pythonapi/examples/mdgxs-part-i.ipynb b/docs/source/pythonapi/examples/mdgxs-part-i.ipynb index 15cc105d0..f7582fcbe 100644 --- a/docs/source/pythonapi/examples/mdgxs-part-i.ipynb +++ b/docs/source/pythonapi/examples/mdgxs-part-i.ipynb @@ -542,8 +542,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:44:21\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:15:38\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -630,20 +630,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 4.6288E-01 seconds\n", - " Reading cross sections = 3.0022E-01 seconds\n", - " Total time in simulation = 1.2791E+01 seconds\n", - " Time in transport only = 1.2590E+01 seconds\n", - " Time in inactive batches = 5.2010E-01 seconds\n", - " Time in active batches = 1.2271E+01 seconds\n", - " Time synchronizing fission bank = 5.2376E-03 seconds\n", - " Sampling source sites = 3.6438E-03 seconds\n", - " SEND/RECV source sites = 1.5558E-03 seconds\n", - " Time accumulating tallies = 5.1575E-04 seconds\n", - " Total time for finalization = 4.7925E-02 seconds\n", - " Total time elapsed = 1.3317E+01 seconds\n", - " Calculation Rate (inactive) = 96135.9 neutrons/second\n", - " Calculation Rate (active) = 16298.1 neutrons/second\n", + " Total time for initialization = 4.1132E-01 seconds\n", + " Reading cross sections = 3.2075E-01 seconds\n", + " Total time in simulation = 1.3772E+01 seconds\n", + " Time in transport only = 1.2971E+01 seconds\n", + " Time in inactive batches = 6.3146E-01 seconds\n", + " Time in active batches = 1.3140E+01 seconds\n", + " Time synchronizing fission bank = 5.4819E-03 seconds\n", + " Sampling source sites = 3.8838E-03 seconds\n", + " SEND/RECV source sites = 1.5557E-03 seconds\n", + " Time accumulating tallies = 5.3270E-04 seconds\n", + " Total time for finalization = 4.9668E-02 seconds\n", + " Total time elapsed = 1.4246E+01 seconds\n", + " Calculation Rate (inactive) = 79181.7 neutrons/second\n", + " Calculation Rate (active) = 15220.4 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -792,17 +792,10 @@ "cell_type": "code", "execution_count": 19, "metadata": { - "collapsed": false + "collapsed": false, + "scrolled": true }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" - ] - }, { "data": { "text/html": [ @@ -824,7 +817,7 @@ " 198\n", " 1\n", " 1\n", - " 0\n", + " 1\n", " U235\n", " 9.533842e-11\n", " 4.789050e-11\n", @@ -833,7 +826,7 @@ " 199\n", " 1\n", " 1\n", - " 0\n", + " 1\n", " Pu239\n", " 1.606499e-11\n", " 8.071081e-12\n", @@ -842,7 +835,7 @@ " 398\n", " 1\n", " 2\n", - " 0\n", + " 1\n", " U235\n", " 1.224131e-09\n", " 6.149449e-10\n", @@ -851,7 +844,7 @@ " 399\n", " 1\n", " 2\n", - " 0\n", + " 1\n", " Pu239\n", " 2.602518e-10\n", " 1.307590e-10\n", @@ -860,7 +853,7 @@ " 598\n", " 1\n", " 3\n", - " 0\n", + " 1\n", " U235\n", " 9.033000e-10\n", " 4.537601e-10\n", @@ -869,7 +862,7 @@ " 599\n", " 1\n", " 3\n", - " 0\n", + " 1\n", " Pu239\n", " 1.522295e-10\n", " 7.648264e-11\n", @@ -878,7 +871,7 @@ " 798\n", " 1\n", " 4\n", - " 0\n", + " 1\n", " U235\n", " 1.749138e-09\n", " 8.786432e-10\n", @@ -887,7 +880,7 @@ " 799\n", " 1\n", " 4\n", - " 0\n", + " 1\n", " Pu239\n", " 2.400317e-10\n", " 1.205943e-10\n", @@ -896,7 +889,7 @@ " 998\n", " 1\n", " 5\n", - " 0\n", + " 1\n", " U235\n", " 2.724017e-10\n", " 1.368376e-10\n", @@ -905,7 +898,7 @@ " 999\n", " 1\n", " 5\n", - " 0\n", + " 1\n", " Pu239\n", " 4.749191e-11\n", " 2.386080e-11\n", @@ -916,16 +909,16 @@ ], "text/plain": [ " cell delayedgroup group in nuclide mean std. dev.\n", - "198 1 1 0 U235 9.533842e-11 4.789050e-11\n", - "199 1 1 0 Pu239 1.606499e-11 8.071081e-12\n", - "398 1 2 0 U235 1.224131e-09 6.149449e-10\n", - "399 1 2 0 Pu239 2.602518e-10 1.307590e-10\n", - "598 1 3 0 U235 9.033000e-10 4.537601e-10\n", - "599 1 3 0 Pu239 1.522295e-10 7.648264e-11\n", - "798 1 4 0 U235 1.749138e-09 8.786432e-10\n", - "799 1 4 0 Pu239 2.400317e-10 1.205943e-10\n", - "998 1 5 0 U235 2.724017e-10 1.368376e-10\n", - "999 1 5 0 Pu239 4.749191e-11 2.386080e-11" + "198 1 1 1 U235 9.533842e-11 4.789050e-11\n", + "199 1 1 1 Pu239 1.606499e-11 8.071081e-12\n", + "398 1 2 1 U235 1.224131e-09 6.149449e-10\n", + "399 1 2 1 Pu239 2.602518e-10 1.307590e-10\n", + "598 1 3 1 U235 9.033000e-10 4.537601e-10\n", + "599 1 3 1 Pu239 1.522295e-10 7.648264e-11\n", + "798 1 4 1 U235 1.749138e-09 8.786432e-10\n", + "799 1 4 1 Pu239 2.400317e-10 1.205943e-10\n", + "998 1 5 1 U235 2.724017e-10 1.368376e-10\n", + "999 1 5 1 Pu239 4.749191e-11 2.386080e-11" ] }, "execution_count": 19, @@ -945,14 +938,6 @@ "collapsed": false }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" - ] - }, { "data": { "text/html": [ @@ -1121,16 +1106,7 @@ "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" - ] - } - ], + "outputs": [], "source": [ "beta.export_xs_data(filename='beta', format='excel')" ] @@ -1193,7 +1169,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 23, @@ -1202,9 +1178,9 @@ }, { "data": { - "image/png": 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VbVo/clzr8EGFoXl9XhiXftOMiJERBHUPwuYFWVYr6cXFpBcXU2wYeJjX2MTb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/Xl9IYdw4/ZB/SZIkSZIariGd/lhggaIo3ymK8pKiKC8qivIdMB/4V6NGJ0mSVE/u7u707t3b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\n88wZCq8nS7II1W8x3wG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dfZrZfWarHZJBVBS8+KJxW2GhOrFIkmTq2LFjzJw5kwEDBjBh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dIlzy8ocjpmr169+PHHH63+ToKCgtiyZUuBz7c4yZV+IYQoRj169KBGjRpcvnzZUjZlyhTi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\nSZIkqaIM/ZIkSZIkVdR3XTK1ZVOkawwAAAAASUVORK5CYII=\n", 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trXiWGahyBYsB/AvArgObHrJDe3EqNB+AipNeuJY8TvBBMFZCSg8o94AyTwjIA7MrFPhB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krCycl5NPbto9NU2RmTFu3Dh22mknmjdvTseOHdlll13ybmflypWUl5dveN6i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\nZlXPCY2ZmZlVPSc0ZmZmVvX+H7hqgbpdyJr9AAAAAElFTkSuQmCC\n", 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RHwU+zsG5dauH4fwswYh/ScaYNvqok47Hey237TnpOE+nbY7RM3YcY1bE3xi5U261K9ML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\nkzQWeBhjjDEmaf4f8VHzV92ea9sAAAAASUVORK5CYII=\n", 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OMwwjp+hRI4vuZsiQIWzZsiXq3ObNm9ljjz3YsGFDxDB9++23A+4iwtNOO41zzjmHb37z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\nvu21twTXWO5XFqfQ5i+3FFggIqKqL/r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"text/plain": [ - "" + "" ] }, "metadata": {}, diff --git a/docs/source/pythonapi/examples/mdgxs-part-ii.ipynb b/docs/source/pythonapi/examples/mdgxs-part-ii.ipynb index 936cb15cc..3de41fbe1 100644 --- a/docs/source/pythonapi/examples/mdgxs-part-ii.ipynb +++ b/docs/source/pythonapi/examples/mdgxs-part-ii.ipynb @@ -30,7 +30,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/romano/miniconda3/envs/default/lib/python3.5/site-packages/matplotlib/__init__.py:1350: UserWarning: This call to matplotlib.use() has no effect\n", + "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1401: UserWarning: This call to matplotlib.use() has no effect\n", "because the backend has already been chosen;\n", "matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n", "or matplotlib.backends is imported for the first time.\n", @@ -456,7 +456,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "" ] @@ -616,12 +616,12 @@ " %%%%%%%%%%%\n", "\n", " | The OpenMC Monte Carlo Code\n", - " Copyright | 2011-2016 Massachusetts Institute of Technology\n", + " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | da5563eddb5f2c2d6b2c9839d518de40962b78f2\n", - " Date/Time | 2016-10-31 14:09:42\n", - " OpenMP Threads | 4\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:17:53\n", + " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", " ========================> INITIALIZATION <=========================\n", @@ -631,12 +631,12 @@ " Reading geometry XML file...\n", " Reading materials XML file...\n", " Reading cross sections XML file...\n", - " Reading U235 from /home/romano/openmc/scripts/nndc_hdf5/U235.h5\n", - " Reading U238 from /home/romano/openmc/scripts/nndc_hdf5/U238.h5\n", - " Reading O16 from /home/romano/openmc/scripts/nndc_hdf5/O16.h5\n", - " Reading H1 from /home/romano/openmc/scripts/nndc_hdf5/H1.h5\n", - " Reading B10 from /home/romano/openmc/scripts/nndc_hdf5/B10.h5\n", - " Reading Zr90 from /home/romano/openmc/scripts/nndc_hdf5/Zr90.h5\n", + " Reading U235 from /opt/xsdata/nndc/U235.h5\n", + " Reading U238 from /opt/xsdata/nndc/U238.h5\n", + " Reading O16 from /opt/xsdata/nndc/O16.h5\n", + " Reading H1 from /opt/xsdata/nndc/H1.h5\n", + " Reading B10 from /opt/xsdata/nndc/B10.h5\n", + " Reading Zr90 from /opt/xsdata/nndc/Zr90.h5\n", " Maximum neutron transport energy: 2.00000E+07 eV for U235\n", " Reading tallies XML file...\n", " Building neighboring cells lists for each surface...\n", @@ -707,20 +707,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 5.5777E-01 seconds\n", - " Reading cross sections = 4.0851E-01 seconds\n", - " Total time in simulation = 3.0735E+01 seconds\n", - " Time in transport only = 3.0468E+01 seconds\n", - " Time in inactive batches = 2.5750E+00 seconds\n", - " Time in active batches = 2.8160E+01 seconds\n", - " Time synchronizing fission bank = 7.0866E-03 seconds\n", - " Sampling source sites = 5.6963E-03 seconds\n", - " SEND/RECV source sites = 1.2941E-03 seconds\n", - " Time accumulating tallies = 1.2199E-01 seconds\n", - " Total time for finalization = 3.0383E-03 seconds\n", - " Total time elapsed = 3.1316E+01 seconds\n", - " Calculation Rate (inactive) = 9708.82 neutrons/second\n", - " Calculation Rate (active) = 3551.09 neutrons/second\n", + " Total time for initialization = 3.7371E-01 seconds\n", + " Reading cross sections = 2.7683E-01 seconds\n", + " Total time in simulation = 5.2632E+00 seconds\n", + " Time in transport only = 4.7055E+00 seconds\n", + " Time in inactive batches = 5.4376E-01 seconds\n", + " Time in active batches = 4.7194E+00 seconds\n", + " Time synchronizing fission bank = 2.5510E-03 seconds\n", + " Sampling source sites = 1.7835E-03 seconds\n", + " SEND/RECV source sites = 7.2408E-04 seconds\n", + " Time accumulating tallies = 2.3817E-02 seconds\n", + " Total time for finalization = 1.2461E-03 seconds\n", + " Total time elapsed = 5.6474E+00 seconds\n", + " Calculation Rate (inactive) = 45975.9 neutrons/second\n", + " Calculation Rate (active) = 21189.1 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -822,178 +822,27 @@ }, "outputs": [ { - "data": { - "text/html": [ - "
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2111y-min outtotalcurrent0.029850.000678
3111y-max outtotalcurrent0.030230.000637
4111z-min outtotalcurrent0.000000.000000
5111z-max outtotalcurrent0.000000.000000
6111x-min intotalcurrent0.030850.000628
7111x-max intotalcurrent0.030580.000609
8111y-min intotalcurrent0.000000.000000
9111y-max intotalcurrent0.000000.000000
\n", - "
" - ], - "text/plain": [ - " mesh 1 surface nuclide score mean std. dev.\n", - " x y z \n", - "0 1 1 1 x-min out total current 0.00000 0.000000\n", - "1 1 1 1 x-max out total current 0.00000 0.000000\n", - "2 1 1 1 y-min out total current 0.02985 0.000678\n", - "3 1 1 1 y-max out total current 0.03023 0.000637\n", - "4 1 1 1 z-min out total current 0.00000 0.000000\n", - "5 1 1 1 z-max out total current 0.00000 0.000000\n", - "6 1 1 1 x-min in total current 0.03085 0.000628\n", - "7 1 1 1 x-max in total current 0.03058 0.000609\n", - "8 1 1 1 y-min in total current 0.00000 0.000000\n", - "9 1 1 1 y-max in total current 0.00000 0.000000" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "current_tally.get_pandas_dataframe().head(10)" ] @@ -1223,32 +910,11 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": { "collapsed": false }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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0s1FmNtHM5jd3SjTWIiLZVZgxzKwH8DdgJ6ARONvdU4afRUSkhK7cRESqr4Jc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\nIbL7/vA28fFPpXZd0faxwkN95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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Extract the energy-condensed delayed neutron fraction tally\n", "beta_by_group = beta.get_condensed_xs(one_group).xs_tally.summation(filter_type='energy', remove_filter=True)\n", @@ -1314,7 +980,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.6.0" } }, "nbformat": 4, diff --git a/docs/source/pythonapi/examples/mgxs-part-i.ipynb b/docs/source/pythonapi/examples/mgxs-part-i.ipynb index 69ee27b3a..6e0a2fe2f 100644 --- a/docs/source/pythonapi/examples/mgxs-part-i.ipynb +++ b/docs/source/pythonapi/examples/mgxs-part-i.ipynb @@ -520,8 +520,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:31:59\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:02:54\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -607,20 +607,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 3.1727E-01 seconds\n", - " Reading cross sections = 2.4380E-01 seconds\n", - " Total time in simulation = 2.3160E+00 seconds\n", - " Time in transport only = 2.2082E+00 seconds\n", - " Time in inactive batches = 2.4914E-01 seconds\n", - " Time in active batches = 2.0669E+00 seconds\n", - " Time synchronizing fission bank = 2.7438E-03 seconds\n", - " Sampling source sites = 2.0106E-03 seconds\n", - " SEND/RECV source sites = 6.9831E-04 seconds\n", - " Time accumulating tallies = 4.9308E-05 seconds\n", - " Total time for finalization = 4.0687E-04 seconds\n", - " Total time elapsed = 2.6419E+00 seconds\n", - " Calculation Rate (inactive) = 1.00345E+05 neutrons/second\n", - " Calculation Rate (active) = 48381.7 neutrons/second\n", + " Total time for initialization = 3.8572E-01 seconds\n", + " Reading cross sections = 2.6254E-01 seconds\n", + " Total time in simulation = 4.0095E+00 seconds\n", + " Time in transport only = 3.1037E+00 seconds\n", + " Time in inactive batches = 7.2398E-01 seconds\n", + " Time in active batches = 3.2855E+00 seconds\n", + " Time synchronizing fission bank = 2.9057E-03 seconds\n", + " Sampling source sites = 2.1033E-03 seconds\n", + " SEND/RECV source sites = 7.5640E-04 seconds\n", + " Time accumulating tallies = 7.2906E-05 seconds\n", + " Total time for finalization = 7.4175E-04 seconds\n", + " Total time elapsed = 4.4039E+00 seconds\n", + " Calculation Rate (inactive) = 34531.2 neutrons/second\n", + " Calculation Rate (active) = 30436.6 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -739,8 +739,8 @@ "\tDomain Type =\tcell\n", "\tDomain ID =\t1\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t2.69e-01 +/- 2.69e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t5.93e-01 +/- 5.93e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t6.81e-01 +/- 2.69e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t1.40e+00 +/- 5.93e-01\n", "\n", "\n", "\n" @@ -901,7 +901,7 @@ " 6.250000e-01\n", " total\n", " (((total / flux) - (absorption / flux)) - (sca...\n", - " -2.442491e-15\n", + " -2.664535e-15\n", " 0.011292\n", " \n", " \n", @@ -911,7 +911,7 @@ " 2.000000e+07\n", " total\n", " (((total / flux) - (absorption / flux)) - (sca...\n", - " -5.551115e-16\n", + " -8.881784e-16\n", " 0.002570\n", " \n", " \n", @@ -924,8 +924,8 @@ "1 1 6.25e-01 2.00e+07 total \n", "\n", " score mean std. dev. \n", - "0 (((total / flux) - (absorption / flux)) - (sca... -2.44e-15 1.13e-02 \n", - "1 (((total / flux) - (absorption / flux)) - (sca... -5.55e-16 2.57e-03 " + "0 (((total / flux) - (absorption / flux)) - (sca... -2.66e-15 1.13e-02 \n", + "1 (((total / flux) - (absorption / flux)) - (sca... -8.88e-16 2.57e-03 " ] }, "execution_count": 22, diff --git a/docs/source/pythonapi/examples/mgxs-part-ii.ipynb b/docs/source/pythonapi/examples/mgxs-part-ii.ipynb index 76008f563..33764093d 100644 --- a/docs/source/pythonapi/examples/mgxs-part-ii.ipynb +++ b/docs/source/pythonapi/examples/mgxs-part-ii.ipynb @@ -34,7 +34,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1357: UserWarning: This call to matplotlib.use() has no effect\n", + "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1401: UserWarning: This call to matplotlib.use() has no effect\n", "because the backend has already been chosen;\n", "matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n", "or matplotlib.backends is imported for the first time.\n", @@ -453,8 +453,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:34:14\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:00:38\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -570,20 +570,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 3.1109E-01 seconds\n", - " Reading cross sections = 2.2243E-01 seconds\n", - " Total time in simulation = 2.7558E+01 seconds\n", - " Time in transport only = 2.7435E+01 seconds\n", - " Time in inactive batches = 1.6688E+00 seconds\n", - " Time in active batches = 2.5889E+01 seconds\n", - " Time synchronizing fission bank = 1.5771E-02 seconds\n", - " Sampling source sites = 1.1058E-02 seconds\n", - " SEND/RECV source sites = 4.6581E-03 seconds\n", - " Time accumulating tallies = 4.2078E-04 seconds\n", - " Total time for finalization = 1.5831E-02 seconds\n", - " Total time elapsed = 2.7915E+01 seconds\n", - " Calculation Rate (inactive) = 59923.3 neutrons/second\n", - " Calculation Rate (active) = 15450.4 neutrons/second\n", + " Total time for initialization = 3.6351E-01 seconds\n", + " Reading cross sections = 2.6087E-01 seconds\n", + " Total time in simulation = 3.5538E+01 seconds\n", + " Time in transport only = 3.3127E+01 seconds\n", + " Time in inactive batches = 2.0597E+00 seconds\n", + " Time in active batches = 3.3478E+01 seconds\n", + " Time synchronizing fission bank = 1.7340E-02 seconds\n", + " Sampling source sites = 1.2242E-02 seconds\n", + " SEND/RECV source sites = 5.0207E-03 seconds\n", + " Time accumulating tallies = 5.8475E-04 seconds\n", + " Total time for finalization = 1.7268E-02 seconds\n", + " Total time elapsed = 3.5955E+01 seconds\n", + " Calculation Rate (inactive) = 48551.2 neutrons/second\n", + " Calculation Rate (active) = 11948.0 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -696,25 +696,25 @@ "\tDomain ID =\t10000\n", "\tNuclide =\tU235\n", "\tCross Sections [barns]:\n", - " Group 1 [821000.0 - 20000000.0eV]:\t2.19e-01 +/- 2.19e-01%\n", - " Group 2 [5530.0 - 821000.0 eV]:\t1.32e-01 +/- 1.32e-01%\n", - " Group 3 [4.0 - 5530.0 eV]:\t2.31e-01 +/- 2.31e-01%\n", - " Group 4 [0.625 - 4.0 eV]:\t2.96e-01 +/- 2.96e-01%\n", - " Group 5 [0.28 - 0.625 eV]:\t4.64e-01 +/- 4.64e-01%\n", - " Group 6 [0.14 - 0.28 eV]:\t4.22e-01 +/- 4.22e-01%\n", - " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n", - " Group 8 [0.0 - 0.058 eV]:\t2.91e-01 +/- 2.91e-01%\n", + " Group 1 [821000.0 - 20000000.0eV]:\t3.30e+00 +/- 2.19e-01\n", + " Group 2 [5530.0 - 821000.0 eV]:\t3.96e+00 +/- 1.32e-01\n", + " Group 3 [4.0 - 5530.0 eV]:\t5.52e+01 +/- 2.31e-01\n", + " Group 4 [0.625 - 4.0 eV]:\t8.83e+01 +/- 2.96e-01\n", + " Group 5 [0.28 - 0.625 eV]:\t2.90e+02 +/- 4.64e-01\n", + " Group 6 [0.14 - 0.28 eV]:\t4.49e+02 +/- 4.22e-01\n", + " Group 7 [0.058 - 0.14 eV]:\t6.87e+02 +/- 2.97e-01\n", + " Group 8 [0.0 - 0.058 eV]:\t1.44e+03 +/- 2.91e-01\n", "\n", "\tNuclide =\tU238\n", "\tCross Sections [barns]:\n", - " Group 1 [821000.0 - 20000000.0eV]:\t2.56e-01 +/- 2.56e-01%\n", - " Group 2 [5530.0 - 821000.0 eV]:\t2.55e-01 +/- 2.55e-01%\n", - " Group 3 [4.0 - 5530.0 eV]:\t3.67e+00 +/- 3.67e+00%\n", - " Group 4 [0.625 - 4.0 eV]:\t2.74e-01 +/- 2.74e-01%\n", - " Group 5 [0.28 - 0.625 eV]:\t4.55e-01 +/- 4.55e-01%\n", - " Group 6 [0.14 - 0.28 eV]:\t4.25e-01 +/- 4.25e-01%\n", - " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n", - " Group 8 [0.0 - 0.058 eV]:\t2.90e-01 +/- 2.90e-01%\n", + " Group 1 [821000.0 - 20000000.0eV]:\t1.06e+00 +/- 2.56e-01\n", + " Group 2 [5530.0 - 821000.0 eV]:\t1.21e-03 +/- 2.55e-01\n", + " Group 3 [4.0 - 5530.0 eV]:\t5.77e-04 +/- 3.67e+00\n", + " Group 4 [0.625 - 4.0 eV]:\t6.54e-06 +/- 2.74e-01\n", + " Group 5 [0.28 - 0.625 eV]:\t1.07e-05 +/- 4.55e-01\n", + " Group 6 [0.14 - 0.28 eV]:\t1.55e-05 +/- 4.25e-01\n", + " Group 7 [0.058 - 0.14 eV]:\t2.30e-05 +/- 2.97e-01\n", + " Group 8 [0.0 - 0.058 eV]:\t4.24e-05 +/- 2.90e-01\n", "\n", "\n", "\n" @@ -757,14 +757,14 @@ "\tDomain Type =\tcell\n", "\tDomain ID =\t10000\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [821000.0 - 20000000.0eV]:\t2.44e-01 +/- 2.44e-01%\n", - " Group 2 [5530.0 - 821000.0 eV]:\t1.30e-01 +/- 1.30e-01%\n", - " Group 3 [4.0 - 5530.0 eV]:\t2.31e-01 +/- 2.31e-01%\n", - " Group 4 [0.625 - 4.0 eV]:\t2.96e-01 +/- 2.96e-01%\n", - " Group 5 [0.28 - 0.625 eV]:\t4.64e-01 +/- 4.64e-01%\n", - " Group 6 [0.14 - 0.28 eV]:\t4.22e-01 +/- 4.22e-01%\n", - " Group 7 [0.058 - 0.14 eV]:\t2.97e-01 +/- 2.97e-01%\n", - " Group 8 [0.0 - 0.058 eV]:\t2.91e-01 +/- 2.91e-01%\n", + " Group 1 [821000.0 - 20000000.0eV]:\t2.52e-02 +/- 2.44e-01\n", + " Group 2 [5530.0 - 821000.0 eV]:\t1.51e-03 +/- 1.30e-01\n", + " Group 3 [4.0 - 5530.0 eV]:\t2.07e-02 +/- 2.31e-01\n", + " Group 4 [0.625 - 4.0 eV]:\t3.31e-02 +/- 2.96e-01\n", + " Group 5 [0.28 - 0.625 eV]:\t1.09e-01 +/- 4.64e-01\n", + " Group 6 [0.14 - 0.28 eV]:\t1.69e-01 +/- 4.22e-01\n", + " Group 7 [0.058 - 0.14 eV]:\t2.58e-01 +/- 2.97e-01\n", + " Group 8 [0.0 - 0.058 eV]:\t5.40e-01 +/- 2.91e-01\n", "\n", "\n", "\n" @@ -795,9 +795,7 @@ "output_type": "stream", "text": [ "/home/nelsonag/git/openmc/openmc/tallies.py:1835: RuntimeWarning: invalid value encountered in true_divide\n", - " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n", - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" + " self_rel_err = data['self']['std. dev.'] / data['self']['mean']\n" ] }, { @@ -982,18 +980,18 @@ "\tDomain ID =\t10000\n", "\tNuclide =\tU235\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t5.06e-01 +/- 5.06e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t2.05e-01 +/- 2.05e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t7.73e-03 +/- 5.06e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t1.82e-01 +/- 2.05e-01\n", "\n", "\tNuclide =\tU238\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t1.44e-01 +/- 1.44e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t2.57e-01 +/- 2.57e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t2.17e-01 +/- 1.44e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t2.53e-01 +/- 2.57e-01\n", "\n", "\tNuclide =\tO16\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t1.60e-01 +/- 1.60e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t2.94e-01 +/- 2.94e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t1.46e-01 +/- 1.60e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t1.75e-01 +/- 2.94e-01\n", "\n", "\n", "\n" @@ -1011,14 +1009,6 @@ "collapsed": false }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" - ] - }, { "data": { "text/html": [ @@ -2005,9 +1995,9 @@ }, { "data": { - "image/png": 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VOZVSSilVBVSX0StKKaWUCnGadCillFKqUmjSoZRSSqlKoUmHUkoppSqFJh1KKaWUqhSa\ndCillFKqUmjSoZRSSqlKoUmHUkopVQkefPAePvzwvWCHEVQhNzmYUkopVVm2bdvKhAnjWbr0H7Kz\ns0hIqM8ZZ/TlxhtvJS4urlznzsjIYM6cmQwbdhEAr732ZiBCrtK0pkMppVSNtGGD4bbbrqdx4yZM\nnPglM2b8yYsvvs6WLZu4665byM3NLdf5//lnIVOm/BigaKsHTTqUUkrVSK+//jK9evXmzjvvJSEh\nAYATTzyJsWNf5ZRTOrJ//z727dvLqFEPMWzYOVxyyXm8+OKzZGdnA7Bo0QLOPbcfCxfOZ8SISxg4\nsC//+c/9ZGVlMWvWb4wZ8xhr165mwIAzSEnZzb333s57770FwPjxbzNq1ENMmjSRM844g0GDzubt\nt/+vOLbhwy/gxx+/K36+YME8+vRJLn5eVlzTpk3lwgsHl3itt99+Ix999D4AO3Zs5/777+Lcc89m\n6NABPPbYSDIy0ivgHS5Nm1eUUkoFXGZ2Hpt2pZNfScu1N6kfS0xt729paWlprFy5nLfeer/Utujo\naEaNGg3ATTddQ5s2bfn66ykcPZrNo4+O5KWXnuPJJ58lIiKC7OxsZs6cwYQJk8jMPMKNN17FTz9N\nZvjwEWzZspmFC+fz7rsTSl0jIiKClStXcOqpnfnjjz+YPn0mDz74LwYNGkrr1m3cxmyz2YofP/zw\ngx7jcuzt8bW//vpLnHpqF15//S2ysjJ57rmnmDhxAvfe+4DX75+/NOlQSikVUFlH87nz1T/IzM6r\ntGvGREXw0p29vU48du/ehc1mo0WLVh732bBhPRs3rufVV8cRHR1NdHQ0V199PaNHjyI/Px8Au93O\nVVddS0xMDDExMXTq1IXt27d5FUN4eDjXXnsDERERnH76GcTG1mH79m0ek45jcZnjxlWWzMxMoqKi\nsNlsxMbW4fnnX/Yq3kDQ5hWllFI1Tnh4OACFhQUe90lJ2U10dHRx0wtAs2bNyc/PY//+fcVljRo1\nKX4cGRlJTs5Rr2Jo1KhxiedRUd4dm5KS4lVcntx66518+unHXHPNcMaNe41169Z4FW8gaE2HUkqp\ngIqpHcGHjw1k7aZ9Idu80rRpU2w2G1u2bKZBg0SP+zk3aYBVs+HYUlwWFubf93dfjjt2Xe/j8nR8\n9+49+OGHafz991/Mm/cX9957O3fffR8XXXSZ1/H4S5MOpZRSARcbXYuTm9UjP79ykg5fxcXVo2vX\n0/j880/p3r1HiW05OUe5665buffeB8jKyuLgwQPUr98AgJ07dxAZGUlSUhIpKbsqLL6oqCjy8481\nT+3Zk1r8uFmz5mXGFRlZ8liwOp4WychIJy6uHv37n0P//udw2mnJ/O9/n1VK0qHNK0oppWqk++8f\nybp1a3jllbHFzRIbN27goYf+RWRkLTp2PJV27Trw7rtvkpWVxZ49qXz66UcMHHhucfNMWaKiojhw\nYD8HDuz3efhtixYtWbx4EQCHDx9m+vRpxdtOPrk17duf4jGuli1bcvjwYTZsMABMnfojWVmZAOTk\n5HDFFRczffovFBQUkJOTw4YNhqZNm/kUn7806VBKKVUjnXDCibz//kRycnK45ZbrGDiwD0888TBd\nu57GG2+8Q0REBE899Tz79+/jwgsHc+edN9Ox46ncf/9Ir87fp08/CgsLufbaK9iwYX2pJpHSjm2/\n+eY7SE3dzfDhF/DIIw9y8cVWLURhoVVzNGbMcx7jatNGuOKKq/n3v+/j2msvZ+/ePXTr1p2CggKi\noqJ4/vmX+frrzxkypD+XXnoeqakpPPDAw76/gX6wubYT1XD2tLTMkKkOjIgIIyEhllCKCTQuX2lc\n3gvFmEDj8pXG5b1QjAn8iyspqe7xsiqt6XC2Y8/hYIeglFJKVVuadDi595VZTP5rCwWFoZNtKqWU\nUtWFJh1OCgrtfDN7E2MnLSHlQGaww1FKKaWqFU06nLQ/oT4Am3dn8NRHi/ht8Q4Ktc+LUkopFRCa\ndDgZe/eZXN6/NeFhNnLzC/n8tw28+uUyDqR7N7ucUkoppTzTpMNJeJiNYb1PYPQNyTRPqgPA2m1p\njJ6wgLkrU0rNCKeUUkop72nS4UaLhnUYfUN3zju9FTYbZOcU8OFPa3nzu5VkZPo2wYtSSimlLJp0\neBARHsalZ53MqGtOo1FCNABLN+zniQ8X8I85/oI6SimllCpJk47jaN2sHmNu7EH/btYUsYez8njr\n+5W8P2UNWUcrb9lmpZRSqqrTpMMLUZHhXDNIeGhEFxLqRgEwb3UqT3y4kNVbDwY5OqWUUsE0fPgF\n/Pjjd263XXXVpUyd+mMlRxS6NOnwwSkn1OeZm3vQu2NjANIO5/Dql8v4bPp6cvIKghydUkopX1x2\n2fkMHNiXo0dLj1D88stJ9OmTzLRpU3065+7du5g9+/fi559//i3Dhl1Y5jFbt27lqaee4KKLhnDO\nOWdy4YXn8thjI4sXbKtONOnwUUztWtwyrAN3X9yJOtG1APh9yU7GTFjIpl3pQY5OKaWUt2w2GzEx\n0SWShCLTp/9C/fr1fT7n7NkzmTWr9Pk82bBhPZdddhkNGzbio48+47ff/uKDDz4hKakhd955s8fE\no7CKzpytSYefTpMknrmlJ13bJAKwJy2b5yf9w7d/bCK/oGr+MiilVMAUFGDbvw/b/v2V8kOBf7XN\nvXqdwS+//FSibNu2rRw+nEGrVicC8PzzTzFmzGPF23Nzc+nTJ5lly5aUOO6LLybx3ntvMnv27wwY\ncAaFhYVlNr0AvPLKC/Tr148777yHhAQryUlKasj994/kttvupmjl2dTUFPr0SebHH79j6NAB/Pbb\ndADmzJnNDTdcxeDBZ3HddVeUqJm5997bee+9t4qfb9++lT59kklNTSU/P58+fZKZOvVHbr31egYO\n7Ms999xGamqqH++i9yIq9OzVXL3YSO65pBN/r0rl89/Wk51TwE/ztrFi0wFuGdaBFg3rBDtEpZSq\ndLV++A4e+Tfxe/dW2jULE5M4/MIr5F5wsU/HnXlmX5566nH2799HYmISAL/++jNnn30O69at8elc\nV155DVu2bCI3N5cxY5477v5paWmsWLGcUaMecbv98suvLFW2bNkSvv/+J6KiarNx4waefHIUzz77\nEj17ns6yZUt4+OEHSExMJDm5l9tz2mxWEhMRYd3+v/vuK8aOfZW4uHo88cTDPP/8GP7733e9fck+\n05qOcrLZbJzRqQlP39ST9q0SANix9whPf7yIn+dvo7BQJxRTStUsMfffC5WYcACE7d9H3Qf/5fNx\ndevG0atXb3799efishkzfmXQoCEVPiFkSsoubDYbrVq18vqYQYOGEBVVG4Cff57Maaclc8YZfYiI\niKB79x706tWbGTN+9fp8gwcPpVGjxkRHR3P55VexfPlScnJyfH4t3tKkI0Aa1KvNQyO6cNU5bagV\nEVa8eNwLny1hT1pWsMNTSinlweDBQ4ubWJYvX0p0dG1at25T4dcND7dqGwqcmoaWL19K//5nMGDA\nGfTv35sRIy4pcUyjRo2LH6ek7KZ585Yltjdr1pyUlN1ex9CsWYsS57bb7Rw8eMCn1+ELTToCKMxm\n45zuLRhzYzInNokDYOOudJ6csJBZS3bqNOpKqRoh641x0LBhpV6zMDGJw6/9169jTz/9TNLSDrJh\ng2HGjF8YOHBImfv7+7e8KJkYMOAMpk+fRtOmzbDZwti4cWPxPp07d2XmzLn8/vtcRo58tERCAsea\nRYoUNZcci610mfM2N6VO263HkZGRPrwq32ifjgrQpEEsj17bjZ/nb2fyX1vIzSvk0+nrWbJhPzcO\naUf9uNrBDlEppSpM3kWXwHVXcWjzDvLzK+fLlj0hAcLD/To2IiKC/v0H8vvvM5gzZzbjx08ssT0y\nMoqsrMzi53v2+NfZcubMuaXKevU6nQkTJvDSS2+U2uaacLgmE02bNmfr1i0lynbu3EGzZs0BiIqK\nIi/v2CSW7uLevXtX8ePU1BTCw8OLO7RWBK3pqCDhYWGc3/sEHr+uO82SYgFYveUgoz9cyLzVqVrr\noZSq3sLDsScmYU9MrJQffxOOIoMHn8fkyd/TokVLGjduXGJby5YtWbNmNVlZWRQWFvLNN18S7uF6\nkZFR7NmTQlpaWqmkwZ2HHvoPa9as4cUXnytOCjIy0pk69Qfef/9tOnU6tXhf1/vGeeddwNKli5k7\n90/y8/OZN+8vFi6cx7nnDgOgRYtWLFu2hIKCAnJzc5k8+ftS1582bSq7du0kKyuTb775kt69zyQs\nrOJSA006KlirxnUZfX0yQ3q2xAZk5eTz/pQ1vPPDKg5n6eJxSikVPMdqDk45pSPx8fEMGnSsaaWo\nZmHYsAtp3boNV155Cbfcci09evSidu3aTknFsfMMHHguO3Zs5/rrR7B//74S29xp2rQZ33//PTZb\nGHfffSsDB/bhqqsuY+bM37nvvpGMHv1MqXiKnHTSyYwaNZpx415nyJCzee+9txk9+lk6d+4CwIgR\nVxMVFcXw4Rdw9923MnTo+QAUFOQXn2PIkPN58slHueiioeTl5fPAAw97//b5wabfuEuwp6Vlkp9f\nMfNsrN9xiA9/WsO+Q9bsd3Gxkdxwbju6OOb6cBUREUZCQiwVGZM/NC7faFzeC8WYQOPylcblvWDG\n1KdPMq++Oo4ePUoPr/UnrqSkumVnWFTDmg4RaSgiB0Wk5fH3rlxtW8Tz1E096NelKQAZmbn899sV\nTPhpLdk5+cc5WimllKraQrIjqYgMBiYCM40xVzmVtwLeBfoAR4CPjTGus6qMBTZXVqy+qh0ZwXXn\ntqNr2yQ++nkth47k8tfKFNZuS+Pm89rTzjHXh1JKKVWRPI1yqUghV9MhIiOBN4D1bjb/AOwFmgJ9\ngStE5H6nY3sDOcCKSgi1XDqd1ICnb+5Jzw6NADiQcZSXvljKF79tIFcXj1NKKVXB5sxZ6LZppSKF\nXNIBZAM9gE3OhSKSDHQE/mWMyTDGrAdeAG53bA8DxgCPcryeOyGiTnQtbr/gFO68qCOxta1KpxmL\nd/DUx4vYkpIR5OiUUkqpwAq5pMMY86Yx5rCbTV2BrcYY56VclwBtRSQWuBf4zBhzyLGtSiQeAMnt\nGvLMLT059eQGAKQcyOK5T/7hO108TimlVDUSkn06PEgEDrqUFT1PAs4F6onIHcDJwKki0scY49Mc\n5OHhwcnDEuOjeWhEF+Ys281nM9ZzNLeAH/7cwsotB7nt/FNo0iAmKHG5U/QeBeu98kTj8k0oxhWK\nMYHG5SuNy3uhGBNUXFxVKekoi90YUzy4WkQmAGN8TTgA4uKiAxqYry7q35ZenZvxxpdLWb35AJt2\npvP4+/O5dkh7Luh7MuFhoVOBE+z3yhONyzehGFcoxgQal680Lu+FYkwQ+LiqUtKxF2jgUlY0wcW+\nQF0kIyObgiA3aUSFwcgruzBj0Q6+mrmRvPxCJkxZzdxlu7jtglNISgjuL2d4eBhxcdEh8V4507h8\nE4pxhWJMoHH5SuPyXijGBP7FlZAQe9x9qlLSsQhoJSIJxpg0R1lPYI1rjYYx5iZ/L1JQUBgyk8YM\n7tGS3p2b8fKkxWxNOYzZcYhH35/PiP6t6du5aVCGOzkLpffKmcblm1CMKxRjAo3LVxqX90IxJgh8\nXKHViFQGY8xyYCEwTkTqiUgn4GFgXHAjq1gtG8cx+oZkLjzzRMJsNnJyC5j4i+H/vlnBoSM5wQ5P\nKaWU8lrIJR0iki0iWcA1wHCn5wCXA/HAbmA68I4xZnyQQq00EeFhXHjmiTx23WnFHUpXbDrAEx8s\nYOHaPUGOTimllPJOyDWvGGM8dlgwxuwChlViOCHlxCZxPHlDMt/N2cyMRTvIPJrPuz+uZsn6fVwz\nSKgTXSvYISqllFIeeZV0iIg/04rbjTEn+3GcKkNkrXBGDGhD1zaJfDB1LQcyjrJw7V7MjkPcOKR9\n8VwfSimlVKjxtqajOXCrD+e1Ae/5Ho7ylrRM4Ombe/Dl7xv4c0UK6UdyeePr5ZzVpSlX9G9N7ciQ\nq8RSSilVw3l7Zyowxkz05cQi8o4f8SgfREdFcOPQ9nRtm8TH09aRkZnLH8t2s3rLQW4Z1oG2LeKD\nHaJSSil5ezTkAAAgAElEQVRVzNuOpKWaSUSkloi0EpFG3h6jKkaX1ok8c3MPurdrCMD+9KO8+NkS\nxxwfunicUkqp0OBV0mGM2V30WEQSRWQykIm1hPxuxwiTiSIS7+4YVfHqxkRy54WncNsFHYiJisAO\n/LJwO09/vJhtqe6WslFKKaUqlz9DZj8ATgLuA84DzseaL6MnUO2Hr4Yym81Grw6NeeaWnnQ8sT4A\nu/Zn8uwni5k8dwsFhaE38YxSSqmaw5/ehmcBnYwxO50LRWQK8E9AolLlklA3igcu78wfy3bzv5kb\nycmzFo9bvnE/twzrQJMGx5+qVimllAo0f2o6MoE0N+V7gKPlC0cFis1mo1/XZjx1UzKtm9cDYEvK\nYcZ8tIgZi3dQaLcHOUKllFI1jT9Jx+vA4yJSXEsiImHAI8D/BSowFRgNE2J45KpuDO93MhHhNvLy\nC/nitw288sVS9qdnBzs8pZRSNYi3k4PNApy/GncDbhORTUAhVh+PSOAv4MVAB6nKJyzMxpBereh0\nUgM+mLqG7XuPsG77IUZ/uJArz2nDmZ2aBH3xOKWUUtWft306tro83+byfK3jX52HO4Q1b1iHx6/v\nzuS5W/lp3laO5hbw0c/rWLp+P9cPaUe92Mhgh6iUUqoa8zbpeM8YM9+XE4tIL1+PURUvIjyMS/qe\nROfWDfhg6lr2HMxi2cb9bPxgAdcNluK5PpRSSqlA87ZPx0w/zu3PMaqSnNy0HmNuTGbAac0BOJKd\nx9s/rOL9KavJOpoX5OiUUkpVR97WdNQSkdEVdG4VJFG1wrl6YFu6tklkws9rOZiRw7zVe1i3/RA3\nDm1HxxN18TillFKB421iMBc428dzz/VxfxUkHU6oz9M39eSL39Yzd1UqaYdzeO1/yzm7WzMu79ea\nqMjwYIeolFKqGvAq6TDG9KvgOFSQxdSO4OZhHejaNomJv6zjcFYes5bsshaPO69D8VwfSimllL/8\nmadDVWPd2ibxzM096dY2CYC9admM/ewfvpm9ibx8nUZdKaWU/zTpUKXExUZy98UduWVYe6KjwrHb\n4ef523hm4mJ27D0S7PCUUkpVUZp0KLdsNhu9OzbhmZt70uGEBAB27jvC0x8vYsrcLRQUaK2HUkop\n32jSocpUP642D17RhasHtiUyIoyCQjtfz9rEI2/9RerBrGCHp5RSqgrRpEMdV5jNxoDTmjPmph6c\n3DQOgHXb0nj8/fnMXLITuy4ep5RSygs+z6UhIm2Al4BOQIzrdmNM0wDEpUJQ4/oxPHJNN35duIMf\n/txMbl4hk6avZ+n6fdw4tD3142oHO0SllFIhzJ8JvD4CGgDfALpMaQ0THhbGBWeeSN/TWvDyp1bH\n0tVb03jiw4VcPbANp5/SWBePU0op5ZY/SUcXoIUxJi3Qwaiq48Sm9RhzUw++mb2RXxZsJzsnnw+m\nrmXphv1cf2476kTr2n9KKaVK8qdPxx60hkMBtSLCGN6vNY9c3Y2G8dEA/GP28cSHC1i5+UCQo1NK\nKRVq/Ek6xgJPioh2QlUAtGkez1M39aBfF6s7T/qRXF7/ajmTphty8gqCHJ1SSqlQ4U/zyhDgDOAm\nEdkClJiwwRjTOxCBqaolKjKc685tx6mtE/n457VkZOUxc8ku1mxN49bzO3Bik7hgh6iUUirI/Kmt\nyAamAT8DawHj8qNqsC6tE3n65p50aZ0IQOrBLJ7/9B9rQrFCnVBMKaVqMp9rOowx11REIKr6iIuN\n5N5LO/HnihS++G0DOXkFfP/nFlZsPsCtwzrQMKHUSGullFI1gD/NK4hIb+AGoDVgx6rh+MAYsyRw\noamqzGaz0bdzU9q1jOeDqWvZuCudTbsyeHLCIkYMaE3fzk11aK1SStUwPjeviMi5wJ9AT2A/kAb0\nBeaLSN/AhqequoYJMTx8dVcu7nsS4WE2cvIKmPiLYdy3K8nIzA12eEoppSqRPzUdY4C7jDHvOReK\nyP3Ac0CfAMSlqpHwsDDO730CnU6qz/tT1pByIItlG/fzxIcLuHFIe7q0SQx2iEoppSqBPx1JBWtW\nUlfvAaeULxxVnZ3QOI7RNyQzoFtzAA5n5fHfb1fw8bR1HM3ND3J0SimlKpo/SUcG0NBNeX1AG+lV\nmaJqhXP1oLY8eHln6tWJBGDO8t2M+WgRm3alBzk6pZRSFcmfpON34DMROV1EEkSkvoj0Ab7AGkar\n1HF1PKkBz9zck+6SBMDetGyen/QP38/ZTH6BDq1VSqnqyJ+k499YE4LNxepIug+YDRwF7g9YZKra\nqxNdizsv6sgtw9oTHRWO3Q5T/t7K85/+Q8qBzGCHp5RSKsD8mafjIHC2iHQETj5WbNYFNDJVI9hs\nNnp3bELbFtbQ2vU7DrE19TBPfbSIy/u35uyuzXRorVJKVRNe1XSISC2nx5EiEgmsx5qZdBqw2alc\nKZ8l1ovmP1d2ZfjZJxMeZiM3v5BJ09fz+tfLST+SE+zwlFJKBYC3zSvOPfyOYk2F7ulHKb+EhdkY\n0rMVT1zfnWaJsQCs2nyQ0RMWsmzj/iBHp5RSqry8bV65zenxjRURiFJFWjaqy+gbuvPtH5uZvmiH\nNbT2mxX079aMy89uTWSt8GCHqJRSyg9eJR3GmElOT8ONMRNc9xGROsDtgQrMVyJSF5gExAG1gfuM\nMQuDFY8qn1oR4YwY0IaOJ9Xnw6lrSc/MZeaSXazbfojbLziFFg3rBDtEpZRSPvJn9MqbHsrrAU+W\nI5ZiIjJYRFJF5HOX8lYiMk1Ejji2v+C0+RLgZ2PM2cDIQMWigqvjiQ146uYexavW7t6fyTMTFzF9\n0Q4K7fYgR6eUUsoXXo9eEZGHsIbLRonIbje71AN2ljcgERkJ3ITVUdXVD8AKoCnQGPhVRFKNMW8Y\nYyY67dcc2FHeWFRoiIuxVq2dvXQXX87cSF5+IV/+voFVmw9w03ntia8TFewQlVJKecGXIbPvYiUC\n32FNee4q07GtvLKBHsB/geK7iYgkAx2BfsaYDCDDUdNxP/CGY584YCZW84ouPleN2Gw2zu7WHGmZ\nwHuTV7Nj7xFWbTnI6A8XctN57YtrQpRSSoUur5MOY0wmMEVE7jfGvFVRARlj3gQQEddNXYGtxhjn\nkTRLgLYiEmuMyXQkI91FZARWM9BVFRWnCo6mibE8fl13vv1jE9MX7eBIttXJ9OxuzbhqYNtgh6eU\nUqoM/qwy+4GIvAn8aIyZASAitwDdgAeNMUcDGaCTROCgS1nR8yTHZGVbjTF7gO+xVrz1WXi4P91c\nKkZRLKEUEwQ/roiIMK4ZLHRuncj4KatJP5LLrCW7MNsP8cj1yTSoE1rTxQT7/fIkFOMKxZhA4/KV\nxuW9UIwJKi4uf5KOV4ABwAdOZcuAu4CXgXsDEJev7EB/rI6xzwHJgPHnRHFx0QEMKzBCMSYIflx9\nu8fSuV0jxn21jAWrU9m9P5MH35jD9ed14II+JxEWFlozmQb7/fIkFOMKxZhA4/KVxuW9UIwJAh+X\nP0nHpUAvY8z2ogJjzGIRuQBYSMUlHXuBBi5lRQ35+7D6gHwqIrOxko87/LlIRkY2BSGy4Fh4eBhx\ncdEhFROEXlx3XXQK7VvG8/mM9eTmF/Lh5FUsWLWb284/hfi6we9kGmrvV5FQjCsUYwKNy1cal/dC\nMSbwL66EhNjj7uNP0lEPSHVTfhBrjoyKsghoJSIJxpg0R1lPYI0xJsvx/JLyXqSgoJD8/ND54CE0\nY4LQiqtv56ZIqwTen7yGzbvTWbX5II+On8+NQ9vRtU1SsMMDQuv9chaKcYViTKBx+Urj8l4oxgSB\nj8ufxpp/gJEiUnysiEQBT2M1s1QIY8xyrJqUcSJST0Q6AQ8D4yrqmqpqaZYYyyv39WFIr5YAHMnO\nY9y3K/n0V0NOXkGQo1NKKeVPTcdDwM/AgyKyAytxaQXkAueVNyARycbqo1HL8fxiwG6MiQEuxxqu\nuxvIAN4yxowv7zVV9VErIpwrz2lLh1b1+eCnNVYn06W7MDsOcceFp9A8SWcyVUqpYPFnaftFInIS\ncA3QBrBhzd/xmWPIarkYYzz2WjHG7AKGlfcaqvo75cT6PH1TDz6eto6lG/Y7ZjJdzJXntOGszk2x\n2UKrk6lSStUE/tR0YIw5DLwjIhHGmPwAx6RUQNSNieSeSzoxa+kuvvzdmsn0k18Ma7amccO5Qkzt\nWsEOUSmlahSf+3SISJiIPCwiW7GaOBCRGBF5S0RCa4IEVePZbDb6d2vO49edRuP6MQAsXreXMR8t\nYtPu9OMcrSqL2Z7Gl79vICMz1+tj0g7nsGLTAQoLdQ0epaoKfzqS/ge4B6sDZ1EddR3gDPyckEup\nitayUV2evCGZMzo1BmB/+lFemLSEaQu26cJxIeDFz5cyfdEO3v1xldfH/Putubzx9XJ++6fcSz4p\npSqJP80r1wEXGmOWiMgzAMaYvSJyBfAb1gqvVdO+fdgOZWLLD42bkC3CBvlZIRUTVN24agO39GxI\nl3j4atZGcnIL+PWnJWxftYWrB7albox/FXX2+HiI8KulUrlYtdl10mHPij7h7/7YxKDkFhUTkFIq\noPz5S9kSWOqmfCPHJuuqmho2JD7YMbgRijFB1Y3rXMdPCaP8v15hXD2OjH2ZnOEj/D+J8lvopL1K\nqePxp3llH9Zqr64G4H7SMKWqtbCMdOqMGgn52qc6GLR1TKmqw5+ajg+B70TkNSBMRC4FumNNO/5q\nIINTqqoIy0jHdugQ9sSqXdmnlFIVyZ+k4zngKDAaiAS+xqrheA54LXChKaWUN7SqQ6mqwp/JwexY\nK82+IiJxWLOFHg54ZMGwdy+HDmWSHyKdIyMibMTHx4ZUTFB94yooKGTy31uZvXQXAOFhNi7ucxJn\nntqk1GRiYQcPUP/M5IDErZRSNYVPSYeI1AKijDFHHEVHgetEJBH41hizIdABVqqkJOwRMdhDZNEd\ne0QYJMSGVExQfeMKAy66uCHN2u9lws9rycktYMKi/azNCue6we2Iigwv3jd0XrU6Xp+OyXO3kHIg\nixuGtCOqVnjZOyulKpTXHUlFpCXWdOfO05BPBcYDjwBLReSUwIanVOVLbteQJ67rTpMG1mRi81bv\n4dlPF7MnLes4R6pQcyD9KD/8uYUFa/bw07xtwQ5HqRrPl9Erz2MNi50FICK9gXOAs40x8VgdTB8K\neIRKBUHTxFgev647ye0aArBrXybPTlzM2q3ezyOhKkdZNR1ZOcdGFO3ad8TzjkqpSuFL0tEXuMsY\ns8fxfBiw2Bjzh+P5y8BZgQxOqWCKjorgjgtPYUT/1thskHk0n1f/t5yZS3QGzFBiL6MjqXNXHB1a\nq1Tw+ZJ01Hfps3E6MLPoiTFmJ5AUqMCUCgU2m41BPVrywPDOREdFUGi3M2n6er6etTHYodUIKzYd\nYNXmA8EOQykVIL4kHdkiEgXFHUqTgblFGx3bdHYkVS11PKkBj193Go0SogH4a2VKkCOqPuweqiC2\n7znMG18v57WvlrPTpWnE0zFKqdDmS9KxgWOzRw8HagFznLafCWwPUFxKhZwmDWJ5/PrudDghIdih\nVCue0od129KKH5vth0oeozmHUlWSL0NmPwA+FZG/sVaU/cIYkw4gIj2Ad4BPAx+iUqEjtnYtHri8\nM5O/934JdlU2T7UWznOjuK4EXFY/DqVU6PK6psMYMwEYgzVFwZtY054XGQHsBF4KZHBKhaLwsDAu\nOevkUuXLN+4LQjRVn6daixKdQAtdkg7np2XlH5qbKBVSfJoczBjzGu6nOh9jjMkITEhKVU0f/byO\noeF1GKjLrPuksPD4NR2aOyhVPfiz9kopmnAoBXWzM/hpymIyd6Zw4ZknEua4adoibJCfhe1QJjan\n6dnt8fEQEZD/glWaN/0zbC7PtU+HUlWT/sVTKkDemXhvmdvjXZ4XxtXjyNiXyRk+ouKCqgJc+2sU\nKXuEit3NIzdcsxWlVFD5MnpFKRVAYRnp1Bk1EvJr9khzr2otXBbc87qmw4v90jNzOZpbsz8DpSqL\nJh1K+cEeH09hXL1ynycsIx3boUPH37Ea81jTUcYx3iYdx9ttT1oWD4z7i0fHzye/QJfxU6qi+ZV0\niEi80+NYEblAF3tTNUpEBEfGvhyQxKOm82eiL2+HzB7v3N/P2QzAoSO5bNtz2Oc4lFK+8blPh4hc\nCHwC1BORSGAe0AqIFJFrjTHfBDhGpUJSzvAR5Fx8mduaCrvdzozFO4pXNo2pXYvbL+jASZF51D8z\nubJDDWkV2ZHUl3zGph1AlKpw/tR0jAbucjy+DIgDmgJDgVEBikupqiEiAntiYqkfkpIYOKQbl17W\nkyOx8aSGxfD8tO0sPahV+K481kYEYISKc9PNjr2H2blXV5pVKpj8STraAF84Hp8HfGWMyQRmA6Vn\nTFKqButzalMeuKIzUZHh5BUU8tHP64IdUsjxME1HSS6VEK55yoc/rXF7WF7+sSTvQEYOoycs5ED6\nUR8jVEoFij9JRw5QS0TCgP7AdEd5bXQOH6VK6dw6kefvPIO6MbX0P4gbnmo6yn6vSm6duzK11B6L\n1+3lhc+WlCpfucVatTYvv5DUA1nehqmUCgB/ko65WOusvOc4/g9H+R3AygDFpVS10rZlAk/ckExi\nvahghxJyPI1ecVaqT4cX5337h1Vlbn/ly6Vs1+YWpSqVP5OD3Qe8CzQGLjfG5IlIIvAkVnOLUsqN\nxvVjuG94F3ixZPnR3anULuO4w9m5mG2HiEyqzyltGhEWVr06PHrMOcpIRgIxI+mGnenlP4lSyic+\nJx3GmG3AEJey/SLS1BijdZVKlSEuJrJUWfNzepd5TCJwInAkKoYpwx/grJf+Ta2I8IoJMAi8quko\nNTlYObIOLxaYU0pVDJ+bV0Skrog86/T8JhFZAkwQkfoBjU4pVaxOThbnf/063/6+PtihBJQ/g1e0\nb4xSVZM/fTr+D+gLICLtgbeB74FauF+BVinlUN6ZTOvkZLFonmFvWvWpVPSr1kKzDqWqJH+SjqHA\nFY7HVwLTjTHPALcAgwIVmFLVUgBmMi0otPPbPzsDGFRweTVk1kV5cg7NV5QKHn86ktYxxqQ4Hp8D\nTAQwxqSJSFzAIlOqmvI0k2lWTh7rdxziYEYOsbVr0eGEBOodPex2BtM/V6RwcZ+TiI6q+gtF2z1k\nHWUvMqupg1JVkT9/sXaKyKlY83UkY9V2ICICHAhgbEpVX46ZTJ1FA52bNSlRVrh/v9vDc3ILWLBm\nD/26NquoCCuNdx1JXY+poGCUUhXKn+aVccACYCnWbKTbRKQe8A3wdSCDU0qV1rRBLACzl+0q3yiO\nEFHpL6EavGdKVVU+Jx3GmLeAflg1HDc4io8AXwKPBCowpZR7Z3RqDMD2PUfYmlr1VkadvXQX383Z\nRKGjusKbFWNLL/hWMYnD1tQM3v1xFZt2+z6Hh91uZ8feI+TkFVRAZEpVD34tbW+MWQAsAk4XkT5A\nkjHmOWNMfkCjU0qVcpo0JLKW9V/3j2W7ghyNb/YeyuaTXw1T/97GnBW7ASgM0Bp4I9+ey6yl5Xs/\nnv54MQvX7uW5T/7x+di/VqTw5ISFjJ1U+tjUg1lsq4IJolKB5s/S9nHAV8BAjn0BsYvIZODqYE0Q\nJiIRwEdASyAcuNUYszYYsShVkWIz0zmrWSQL1uxh7eIj5HROoHak+//K9vh4iAidzqaHDucUP960\nM51+XZp5V2tRanKw0rscyMjh018NZ1dwP5ed+44wfdEOBnRrTqvGdYvLP5pmLea3fU/JqdUPZ+Xy\n6Pj5AIy5MZmWjeqiVE3lz1+jl4AkrGXtDVZtSQfgMeAZ4KHyBiUig7FGxcw0xlzlVN4Kawr2PlhN\nOh8bY4qadK4DUowx1zqOfxIYUd5YlAo19c9M5l/OBeM871sYV48jY18mZ3ho/FcIc0oeijqDunYk\n9abZxZsmGc/Hls+YCYsotNv5a0UKEx7pf9z9NzpNt/73qlRNOlSN5k/SMQjob4zZ6lS2SkSWAdMo\nZ9IhIiOBmwB30y7+AKwAmmKt/fKriKQaY94APsGq4QDYD9QpTxxKVQdhGenUGTWSnIsvC4kaD+cK\ni6IaDtdai/TMHFyVmqE8iH1BvRlto5Ryz58+HQ0Adw2nW4Ambsp9lQ30ADY5F4pIMtAR+JcxJsMY\nsx54AbgdwBiTb4wp+mt1L1bHVqWqtPLOYApW4uE6J0iR/IJC1mw9SHZO5XTHKnG7dmQShS7jX9/5\ndoWbnUsKUDeQMm1JyaiEqyhVs/iTdKwHhrspH46VeJSLMeZNY4y7Hlddga3GGOdu5UuAtiISW1Qg\nIqOBMGPMpPLGolTQBWAG07J8O2sDL0xawqv/W1Yh53fl3H/D5sg6XPt0LFqzx5sTedyUl1/IvkPZ\nPsd2NLfkqJNnJi7mhc+WlGgecXctd/4x+0g7XLrGRqmazp/61ueBb0TkBmAt1veVU4CzgOsDF1op\nicBBl7Ki50lApojcA5wKXF6BcShVqTzNYArw+Yz1LFi7h6ha4Tx9cw9qR0YQdvCA21lM3Zm+YDsA\nm3dnkJ6ZS73Y0qvgBpJzrhBWVNPhkj8UuhvO4tK+UlYDx0ufL2HTbs+1FDm5Bbz746pS5e9PWV2q\nbP2OQzw/6R8+efwct+e6779/8sjV3Ur103jr+5VE1QrnnYfOKhm3tsyoGs6fpe2/F5H+wD04Fn7D\n6lB6ljFmbiCD84FdRNoCVwN9jTF+176Gh/s1irhCFMUSSjGBxuWrgMQVEQmNG5Yq7t0/ihnbjgKw\nYF8h/U9riC2i9BrtERE27BElrx8WZmPvwWODzdIzc2lQr7b/MXohLOxYbGHhNiIiwrCFlYy30G69\nV87l4WHWvsXPy3gvy0o4ACbP3ep2Lo1DR3I9HuPpMzyaW8D4KWt44Y7TSx2Tk1dAREQYYeFOrzmM\nEq+jvKr173wFCMW4QjEmqLi4fEo6RCQM6G6M+QP4I6CRHN9erP4kzormkd4HPO7Y/quI2LBGslyF\nj+LiossVZEUIxZhA4/JVRcR1WnwMJzSJY2tKBnNWpHDJgLbY8mNL7RcfHwsJJcsPZhwt8Ty3EBIS\nSh/rrQPp2bz3/Uq6t2/EoJ6t3O5T58CxZo8/l6fQtGFd2rWqX2q/uLhooqOP1brExkaViC0r3/8q\nA38m7yr67Nx9hrl5BR7ft4SEWOrUOZbI/bpwB/dc0c3n63sbX6jRuLwXijFB4OPytabDDswSkThj\nTGVPu7cIaCUiCcaYNEdZT2CNY26QRx0/5ZKRkU1BQWV0Uzu+8PAw4uKiQyom0Lh8VdFx9e3chK0p\nGWzelc5fS3bQKa6QeJd9Dh3KxB4RU6JszZaSrZW792SQ1tz/NRvH/7CKeatSmbcyheS2iW73ycgo\n2dfifzPWc9fFHd3ul5V1rOZhzeYDNI6vTctGdbHb7Tz69l9+x+mPjIzs4s/QVUGhnbS0TLfHpaVl\ncuRIyeRu+brADZutqb/z/grFuEIxJvAvLm++tPiUdBhj7CLyGXC/iLxmjKm0FkpjzHIRWQiME5G7\nsSYBexh4KpDXKSgoJN9D57BgCcWYQOPyVUXF1atDI36Ys5mMrDy+mrmRduedUGqf/Hw7dpdru86Q\nmZmdV674lm88tjhdbm5BiaaUInlu/nhlHy09cqagoLBE346Z/+xk5j87GXtbL/ZnHOVgRuV20iz6\no+vpj6+n9y03t4DCgpJ/JtdvP1S8fk4g46tJv/PlFYpxhWJMEPi4/OlImgScD4wSka1AiYZQY0zv\n8gQkItlYNSq1HM8vBuzGmBisDqLvAbuBDOAtY8z48lxPqaqudmQE5/U+gS9+28DW1MOs2LSfAV4c\nt2NvyZkzs8o5bNbmNAlHbn6B+1lS3XxN8TTvhbvi8VPWhNxQ1rLm7bjlpVlccMYJlReMUiHOn6Tj\nEPBLoAMpYozx2IBkjNkFDKuoaytVVfXr0ozpC7dzICOHyXO3epV07NxXMukI5FwdrnNvFJe7uUF7\n2nfl5gOlyoKVcOzad8Rj1XH6kVwWr9vr8djJc7eWKlu6YR9/r0zl0n4n07h+TOmDlKqm/Bm9cmNF\nBKKU8l+tiDAuPetkxk9Zw/70o8fdP7+gkN37SvZDKG/S4Zw8eMgj3CYYBW7KtqUeZkMZ82NUtlHv\nzee6oe1pkeg+8Xj7h9JDcMsy7tuVAGxNPczLd5WrclipKsXX0SsnAK0co1ecy+8AfjDGpAYwNqWU\nD3p2aMSfK1LYtfb4N+vd+zNL9a/Izilf33Dn9VB8qelwTTpia0eweovrlDzB98nPgV8/8kDG8RNE\npaoTrwfgikgzYAFwrZvNlwN/OVagVUoFgc1m45pBbYkIL92B09W2Pcc6kZ7U1PpvW94+Hc5zermr\nvXDdx9O+HU9OdF1UVilVTfgy68coYBlwh5ttg4DNwMhABKWU8k+TBrEMPd39HBnONu2y+kYk1I2i\nSQOrT8HR8iYdTrUYnpard1vT4VLjUlBoL9EpVSlVffiSdAwGHjbGlPrL5Ch7BLg0UIEppfxzdtfm\nZW632+2s3mJ10jy1dVLxKBPXtUd85ZxoeGxe8aJPR35BodZ0KFVN+ZJ0NAaWl7F9GVD2XzulVIUL\nc3PHLkoywFpP5IBjnovu7RsSHVWUdASwecVTTYcXSUdhob3GrlFit9t54+vlPPXxInLKmQQqFYp8\nSToKgKgytsfgMmeHUio0fDB1Lb8s2M6R7Dy+nbMZgJjaEfTq1ITakeEAZJfzJlfoRU1HvpvJtQoK\nStd0lL2kW9U2e+kut+VbUjIYNX4+KzYdYFvqYX5duL2SI1Oq4vkyemUVMBT4zsP2S4GV5Y5IKRVw\nhXY7X83ayFezNhaXDe3VitqREdSOspKOvPxCCgoLCQ/zbYGnnfuOMGtJyRuppyGz7jqY5rv0LnVN\nQqqb7S6TshV5ZuLiEs8PZ+VVRjhKVSpf/rp8BLwpIr1cN4jIYOA1rNlClVIhpmXDOiWed22TWNzh\nNPL0biYAACAASURBVNpp5lB/+nW8/tVyZrl8e/elpsN134LCwhrbvOIsPSuXeatTAzppm1LB5nVN\nhzHmQxE5B5grIn8CaxzHnwokAxOMMV9WTJhKqfJ44IourMuKYPf+TBolRNPhxPpEOJasrh117M9A\ndk4+sbVr+XTutMOl10HxlHS4u4GW7kha8zKOXxaUbkpZvG4vi9ftpVvbJO65pFMQolIq8Hxd8O1K\nEZkMjAD6AXnAemCsMebHwIenlAqEMJuN9q0SaN8qodS2aEefDij/CJYintYjcXd+16TD0xwf1dWR\n7LwSzV6ulqzfB0BOXgE2ILJWuMd9lQp1/kyD/gXwRQXEopQKguio8jWvuOOppiPPzWqVrn04Qml5\n78rwr//787j7ZB3N55H35hEeZuOFO04nShMPVUX51mNMKVXt1Hau6QhQ/wFPNR3ulrYvcOlIml/D\najq88ceyXRzJziM9M5cFa/YEOxyl/KZJh1I1XO1ydCT1ZRIwgNw8d0lHyX33Hsziuz82+xRHdeec\nxH3+23qPM74qFeo06VCqhnNuXsn2cYKw3Hz3SYqne6K7mg53CUpOnk6M5cz5/czNK8RsPxS8YJQq\nB5/7dCilqp6wgwdwvd3bImyQn0V0xhHisqyVae1792HbH+n1efOzcouPdVaY536OiXx3fTq0OeW4\n5q0uuYD3ocxjI4a2p2awZE0qye0aaidTFfL8SjpE5DJggzFmueP5YKCeMearQAanlAqM+mcme94G\nfFb05F3fzpvofKyTvEl1yX7xVXKGjyhR7q5mRJOO40s5kFXi+fjJa8jNK6T/ac25++VZAOzal8nl\n/VsHIzylvOZz84qI3AVMBBo5FccA74vI3YEKTClVddU6cpg6o0ZCfsnmGvejV2rWaJVA+XjauhLP\nf9Fp01UV4E+fjvuBocaY6UUFxpjvgXMd25RSQWSPj6cwrl6wwyAsIx3boZJ9D9wmHVrToVSN4U/S\n0QxwN7B8kWObUiqYIiI4MvblkEg8XLlLOjyNdFFKVT/+9OnYBgwEfnUpvxjQ+j2lQkDO8BHkXHxZ\nqZoGZxERNuLj/7+9O4+Pu672P/6amex7mrTpXrrQ00JbWqAtay0KFBBFZMflggh65aK4cBWvu17R\ni/cnCKh47xVQUa+7V0WRHUSUfZdPKXRf6JKkaZZmnd8f35lkMplJZibfTCbJ+/l49JGZ73qaTCZn\nPsv5lNLY2MINP3uOV7ftZ8ncSVz+tsNTvs8rm+v5zm9fAqCirYnv3HHVoMcnSjpUl8M/mSzYJ5JN\nmSQd1wG/NbM/A6/jtZYsxiuLfpl/oYnIsOTlEa6tTbo7nBeE6lLCeSV0T6qlqR7qC8sHPSde874w\nTSWpt6ikOmVWMvPtX7/IVecsG+0wRJJKOyV2zv0QOBloBdYAJwL1wJudcz/wNzwRyYZoVdK2JMXB\nwuFwwhViO9Ksp5HoeI3pyFz8YNJnXt07SpGIpCajKbPOub8Af/E5FhEZJdGVZpNVJL3znvU89OwO\nrjpnKcvm97WEHGhLXI8jmUQtHdHaHYX5IRUFS9P9T20b7RBE0pJS0mFmX3TOfT7y+KuDHeuc+7Qf\ngYlI9kRbOpKtvXL/09sBuPEXz/M/n3xz7/amlo6U7xEOhxOO6YgmIoX5QSUdPgiHwwQCAeqbDvLU\n+j2sXlxHRWnqBd9ERlKqLR0XAJ+PPL5okOPCgJIOkTEmurx9a3sXPeEwwUCgd1/sOh/x5c2HSjpi\nK6H2dPdQ3jKwemlJOJ/utk5q8gqhtX3AfknPYw++yPTaUm74+XMAvPj3Mj52wQrfrh+uqoI8FbOW\nzKT0ynHOLYp5PHfkwhGR0TClugTwZpfsaWyjLvI8ui2ZptbBk474SqiJqpeKzyJVZft9r7/o3+V7\nKippvu76AdVmRVKRaRn06cDpwCygDW8a7R+ccwd8jE1EsmTe9Irexy++Xk/dUX1Jx2Arz+5Po3tF\nxodg037Krr2G9rPPVYuHpC3tV4yZnQb8JnLuPiCAt3xDi5m9zTn3sL8hishIm1xVzNRJJeyqb2Xj\nzqZ++waboRLbvdJcVEZzYQll7a1Jj5fxIVptNp3p1SKQWUXS64GbgGrnXJ1zbgpQA3wfuNHP4EQk\ne2ZOLgVg+96Wfts7knSvhMNhDsR0r/QEQ9x60hU0F5YkPF5EJJO2sbnAZ5xzvSO+nHP7zezTwB7f\nIhORrJoxuYwn3R527G3pV9ky0cqw4A067eruP7L0wcPW8vCiE3nvqim8afkMPvKtvhUTPn7Bcv7z\nf59Nev8FMyrZsH3gQFPx16zJZXziovQGlgbr9w26UrFIqjJJOl7F607ZGbe9LrJPRMag2VPKAG/g\n6K59rcyY7D3v6Ezc0pFs5kpPMMTBimrCtbX9qpW2VVQPWr20raKapoZMo5dUNZelV3UWQOsAi18y\nSTr+DbjTzG4E/oHXRWPAx4Cvmdns6IHOOa3FIjJGzKor63285Y3mvqQjrqWjs6uH/LwgB1r7CoPV\nVRfzRkNb7/NERUaHml4bCgYG3S8iY18mScfvI1/X4tXlAG8wKcAJMc/DQCjjyEQkq2oqiqgoLaCp\npYMXN9Zz7JKpAHTGtXQc7OgiP6+Agx19hcSuPHsp+5oOcuMvngegJ76gB/Dt37w46P2DSjqyoqFZ\ntVBk9GSSdJwKpFf7WERyXiAQYPmCWh5+bgfPvLqH1oOdlBTl0x7X0tHe0U15Sf+ptOUl+cycUkZB\nfpCOzp6MFnFTS0d2pFNFVsRvaScdzrl7AcwsBMzAa9HY7pxTt5/IGHfiEdN4+LkdHOzo5tcPb+Rd\npy6krb1/0hFNNmKTjsJIRdNoJdNELR1DUdKRPQ0H2qkuLxztMGQCSnvKrJkVmNl3gSZgI7AJ2G9m\n34wkIiIyRs2fXsmKQ71Bhvc9vY0Hnt5Gc1zV0fikIwAU5MclHRm0dKh7JXs+fsujox2CTFCZ1On4\nArAO+AzwNuAs4MvAOcCnfItMREbFJacvYlKF9yn4h39ez68f2dhvf3QsR3vka0FBqDfZiCYOg+Uc\nU6qKE24PBQN88l1HDit2EcltmYzpOAd4u3PuhZhtvzez+4EfAf/uS2QiMirKSwr4xIUruP4nz9Bw\nYOCgw96Wjkil0ugKtQDRxopwku6V45dOpb6pnd2NbQP2BYMBDp87abjhS4o6Ort7W6hEsiWTlo6p\nwMsJtj+LtxaLiIxxUyeV8Ol3H8X8GRUD9sV3rxTF/OEKBAfvXikuyCNZL0qyMR3V5YVcdPKhKccu\nqfnDY5tHOwSZgDJJOjYDb0mw/S3AruGFMzxmdpyZ7TKzU0czDpHxoKayiGvfdRTXXLicz1+ysjcp\n2Lvfa6VojyQdhf1aOrxjko0jLSoMEQgkTi6iFVDjXX3eEb3XFf9sfkPrc0r2ZdK9cjPwSzP7CV5x\nsABwOHA+8Fk/gjKzdcAdwP3OuYtjts/BW7j5RKAZuN0596nIvinAtYBGSIn4JBgMsPgQr8tj/vQK\n1m/bz3Mb9nHWCXP7WjoK+t5Goo0VyWavFBXk9VX1SXAvgH99z9H8xw+fBKC2sohZU8rYsK3Rj/+O\niIyytFs6nHPfA64CVgCfwxtQejjwAefcDcMNyMyuAW4A1ifY/RtgNzAdWANcYGZXR/Y1AO/Am1Uj\nIj5bubgO8D4hv7K5oXcgaeyYjsAQs1eKYgadxou2pJy4fAZHLpxMfl6Q96wz77qa2eK72IqyItmS\nSUsHzrnbgdt9jaRPG7AK+BbQO5HczFYCS4C1zrkmoMnMvgZcDdzgnOuMHDdCYYlMbCcsncZv/7KR\n5rZOfvfXTXRGVp/tN5A0OHidjqKCULKGjn5TZj9y3jJa27oG1P8Q/+xJMJhXZKRlUqej0MxuNrNT\nYra938y+bWZFww3IOXezcy5RZ+MKYJNzLnYZyqeBhWZWOtz7isjgCgtCrFvljRV/ZUsjr+3wGhUL\n8weO6Ug2Zba4IG+QMR192wOBQL+xIslyjhOWTks5fhEZfZm0dHwDb9Dof8dsexb4EHA9XtfLSKgF\n6uO2RZ9PBlr8uEkolMnY2pERjSWXYgLFla7xFNepq2bzp8e30tLW1zRfXJRHXl7kWjGJQ3RbrNLi\nfEKhxBlEfl4waUx5SWJcfXgdf3khfsFrSUWYxD+jRAJ5A39meXkBwknOH0+v+ZGWizHByMWVaZ2O\nY2JXkHXOPWlmbwceZ+SSjsHEf67KuC22oiJx4aLRlIsxgeJK13iIqxo4eeVsfvvwa33bKoqprvYa\nG/MjrR75+aHebbEm15ZRUJD4bae0tLA3lviYysoSN6LGH3fumw/lF/e/mtp/ZoJraetM+DNKqKt1\nwKaqqlIY4vzx8JrPllyMCfyPK5Oko5LEU2PrgYGT+v2zG6iJ21Yb+brHzI4HvgIYsMLMLnfOnZvu\nTZqa2ujuzo1lZEKhIBUVxTkVEyiudI23uA6bXclvYzf09NDQ0BJ56F2n7WBn77ZYne2ddMUtIBfV\n0d5JU1NbwpgOHDiY8JzWlv7Fy05cOpWSgiA/+JNL+f8zkSX6GSUSaGyhKm5bY2ML4byShMePt9f8\nSMrFmCCzuFJJYjNJOp4CrjGz66KLvJlZIfAlvG6WkfIEMMfMqp1zDZFtq4GXnXOteFNlTxruTbq7\ne+jqyp0fPORmTKC40jVe4ppdV97veWF+qPf8QKSRsbs7nPCa+aHgwHbJiACB3je3+Jja2rsSnhM/\nS6a7u4dwBuu+TFSp/twDXQO/p11dYcJDnD9eXvPZkIsxgf9xZZJ0fBy4C/iYmW3FG4w6B+gA3upb\nZHGcc8+Z2ePATWZ2JTAb+CTwxZG6p4gMVJgforKsgP3N3kJwxYUxdToi3b/JyqAXFYSSDgrNH2R8\nQXeSRCJ+Jm0Akg5UFZHRl8nS9k+Y2Tzg3cCheL/n64E7I1NZh8XM2vA+C+VHnp8NhJ1zJXgFyG4F\nduDV47glUjdERLJo5uQy9jd747hLi2KLgw0+ZbawIHlF0rwkA0wBDplannB7/LUCgUDSpEZERl9G\ndTqAZufcdwDMLAAsBXxZOcg5l3TUinNuO3CmH/cRkcydtGIGL22sJxCAWVPKercPtfZKcJCkINkM\nFYCFs6qom1TCG/X9BzQOOCegmh4iuSyTOh3HAxsjjwPAPXhjObaZ2bDHVIhI7lt+aC2XnrGIj12w\nnMqy3hp+Q9bpgL5xH/EGSzoAjjy0dsC2+EXiMu1eWTY/foy6iIyETFo6vg58J/L47XitHHPwypJ/\nGTjBn9BEJFcFAwFOXDY9wXbva7KWjthj4g2VdCQ+J/XulUNnVjJ3WgV/fmJr77arzzuCbXuaWb6g\nludf25f2/UUkPZkkHUvpmyXyNuBnzrmtZvZT4CbfIhORMWewMujRBCFZS0R+ggJUqd6v93mSa7/9\n+EN4x4nzAPolHcvm17Bsfg0NB9oTnici/sqk1Fg3EJ0/czLw55hr+TKuQ0TGpsEGkhbkRdZRSdLU\nMVRLR6K2k/gEJhTUQFKRXJZJS8fTwOfNrAuYBNwX2X4OiVeGFZEJIppQhHvCAxKPksgsl/hxGFFD\nJh0JEpn4KwWDgaRjRgajRWxFsiOTlo6PA+cCHwUud861mlktcAdeRVARmaCif7t7wgPHdZQW5w96\n7tBJxyA3jEi2rkuSGbx9l5mgzSNfvO0Jmlo7RjsMmUAyqdPxHHBY3La9ZnZo7HosIjLx9LZ0hMMD\nCnpVR2a5JPv7P1idDu+a/Z8vX1A7sKUjEMho5aUJmnOw+Y0DPPzsDs487pDRDkUmiIzqdJjZXOAi\nYAHee4gDfuxjXCIyBvWO6egJ09HZf42Vtx43x3uQpNlhsIqk3mn9z/vndyyhoXngANBM8oeJ2tIB\n8Pzr+wYkHXv3txEMBJhUkXihPZFMpZ10mNkq4EGgFXgdr4vmbOAzZna8c+4FXyMUkTGjtzhYGNo7\n+pKOd5+6kPnTKwGoiqnrEWuoJbTjc5X8vGDiBCPBxqFWY5nIYzpe276f+57aRiAADzyznVOOnsWP\n/ryeYAA+dsFyZkwupWzoy4ikJJMxHV8H/hOY6pxb5Zw7GqgDvgd8w8/gRGRs6a3TEQ5zMKalY+qk\nvtVIj1kytd96LVH5QyQdPQlSh0S5wlADSY+yyYBXkr33nAnc0hEOw533rOdHf17P9j0t3P7HV+jq\n7qGjq4ev3fk0X7ztiUHrroikI5OkYwlwnXOud9lH51wn3iqzK/wKTETGnmBMGfTWg30rwxYV9CUZ\nU6qK+ea/HM/hcyf1O3fIMR0xf/h6z01wSuL8oe/c952xmPeeZnz5slWD3m8iuOjkQ6mblHh5+qi9\n+w/S0HwwSxHJeJdJ0tEJJOroy0uyXUQmiNg6HbEFt6rKCvodV5AfoixuNstQs1fmz6jsffyeUxf2\nu1+soVotigvzWLt8BrWVfcs8TdT1Wk45ehZfvXw1yxcMLDEfS8XTxC+ZJB1/BW41s2nRDWY2C2/1\n14f8CkxExp6+gaTeYMTotkTjOAriBo4OlXQce/hUzjphLpeesYgp1SVJz0mUPgw9ZXbw/eNZIBDg\nA28/nFOOnsXZJ85NeMwvH3wty1HJeJXJ7JWP4hUE22ZmzXi/46V4M1je5mNsIjLGROtkdPf08PqO\nJgBmTi5NWIU0fmbEUN0rwWCAs07o/0cxdlzGcEzkMR3gfR8vOvlQAKZUl3Dr/73Ub/+Ofa2JThNJ\nW9otHc65rcBi4Czgc8BngbcCS5xzSodFJrDotNeDHd24LY0ALJhZmfDYmZP7z4nI5A9/fGtJpiZ4\nztHP6sPquOHDQ6/buXNvSxaikfEmrZYOM8sDbnTOXQn8fmRCEpGxKpp0xI4BWDY/8XiBsuKMygT1\nE5uoRO+dSQIxUcd0JFNRUsAnLlzOfU9tY8P2/V6BhDg76luoi/RbTfSWIkldWh8TIjNW3mlmVSMU\nj4iMYfHTXosLQyyeU53w2IJ8f7pGFs323o7OedP8yJZEg0sHv4b+Zg502CGTuOqcZVx88sKE+7fv\nbeErP3iKL9z2RL+aLCKDyeSjxseB28zsNrziYP0K9zvntOibyAQVX1V0ydyapJVG/eoaueqcZezY\n28K86RVAsgRi8KxCn9STW7V4CkVnLILv9t9+35PbaCrxus7+9vIu3rR8xihEJ2NNJknHjyJfz6J/\nob9A5LmWtxeZoKLL10clG88BkOdT0lFcmNdvOq3SB38FAgGWL5g86DE/vvdVTlw2nXuf3MqmXQc4\nZ+18qqtLsxShjCWZJB0n+R6FiIwL8a0ah0wtT37sEFNkM5aoYNjI3EkiOrt6+ObPn+OljfUA/O3l\nN/jt9W8f5agkF2WyyuxDZlYMFDrnGgHMbAbQ6JzTcGaRCSw+6agZZMGwoepyZCpRGXT1noy8aMIR\n9U9fupvGA+1cesYi5tSVc++T2zj56JnMrkueiMr4l/ZvvZkdAWwCTo3ZfCHwemSfiExQ8UlHRWlB\nkiOHrsuRMSUYWXH2mnm9g3gTaYzMYLrtrlf4xk+f5S8v7OTGXzyfrfAkR2XyUeP/AT8B/hiz7Rbg\nv4Fv+hGUiIxN8UnHYK0ZI9XSkUimA0VPOlKDI5NZu3wG/3rxkdx09YlDHtvc1gl4U6k/8q1H2Liz\naaTDkxyVyW/90cA1zrkD0Q3OuYN4C74d5VdgIjL2xCYdyWatRPk1kDReOEHN80wbP05aoaRjKKVF\n+UMfFONAayf/95eNgPeziiYkMjFkMpC0HZgM7IjbPhNvMTgRmaBiB4eWFg3+9jJSBbkSrrOS4a3U\nU5Oac9fO5xeR9VmOPXwqb1o+nflzJvGDP7zEI8/tHHD8c6/tY+e+Fr73u5fZsusAl56xmIef38Hk\nymLef+ZiTWEexzJJOn4N/MrMvg5sxGstWQx8CviVj7GJyBiTHzNlNt1PwH7p6fGvpUNSs27VLBbM\nqGR2XRlFBXnk5QWpri7l/Wce1i/pCAUDdEd+Pv/2X3/v3f79u/4BwIZt+zlt9WxmTelfIl/Gj0za\nNz8GvAD8DHgKeBK4Hfh7ZJ+ITFDFhX1JRzrdJxUl/iUoMyYnqA+hT84jKhQMsnBWFUUF/T/HBgIB\nrjx7KYtmV/H5S1Zy2ZmLh7zWzx/YQHunKpyOV5ks+NbinLscqAZWRP5VO+fe75xr9jtAERk7aiuL\nKCv2Eoh1q2YNefyZxx1CTUURHz1/uW8xTKsZmHRMrynJ7GJKVobtKJvMv158JHOmlnO0TeG0VbMH\nPf7FjfXc/EvNcsllbe1dPOV2964knY6UulfMbIFzbkPkcWwh/oORr9PNDFAZdJGJLD8vxCcuXE59\nUzvLD0280Fusd66ZxzvXzBvxuI5cOHhFzWTSSTkWz6nmH5sbMrrPRJEXCnL+mxdw2jGz+dVDr3Ho\nzCp+9fDr/RYIBHhpUwOf/e+/s2TeJBbPqU7YiiLZFw6H+dPjW/jj37b0DgA+7JBqzjz2EBbOSm1J\ntlR/is8D0Y8Kr9C//HmUyqCLCLPrynOqANQhU8t9H5g4c3IZ2/aoYTdTFSUFXHK619XS0dXDD+92\nA47ZvreF7XtbuPvxrRTkBVm5aAprlk9nwYxKDTQdJU+8spufP/Bav20vb2rg5U0NFBfm8bOvvnXI\na6SadKyLeawy6CIyIYzk37bq8sIBn/AnorXLpzOjtpT1Wxv59SOvEw7DMYfV0drehdvaSHtHNx1d\nPTz64i4efXEX02pKWHPEdI5bMpXykuTF58RfzW2d3HlPX0fGB886nF37Wrn7iS20tXfT1t6V0nVS\nSjqcc4/EPH4o3WBFREbLcBKHksKRa9I/yiZz75PbRuz6Y0UgEGDhrCoWzqripCNnUFKY19uS0dXd\nw+s7mnjspV387eU3aO/oZue+Vv73/g388qHXmDWlnKmTSpg6qZjptWUsmlM1arOmxoMde1vY39JB\nXXUxk6uL++376X2vcqDV61L52AVHsGRuDQDrVs3mpU317KpvTekeKf9GmdnnUjnOOfelVK8pIjIS\nPnjW4Xz3ty9lfP5RNpkTlk6jsKCvt3jKpBJ2D/LGmqgo2WASrREzlgTr99GTZF8gLwBdrQQaWwh0\npf59KQOI6bXKB6wY7OhaLjqiimfW7+Wxl3axaZdXm3LfgUb2vQbRn3QgAHOmlrNqUR1H2eSBs2ky\njGskhKuqIC83xqmEw2F+9fDr/OGxzb3bigpCzKorZ3pNCT09Yf764i4Ajl8ytTfhACgsCKU1Ziqd\n//EX8AqCrSf5+KowXmVSEZFRs2hOde/jTPr/T189h3nTKzjYkVqTcSZqKpMvhjcWTDph5ZDHpDa0\nMHUzgDN9uI7fcWWip6KS5uuup/uii0c7FO55clu/hAPgYEc3r25t5NWtjb3bKkoLuOAthw7rXukk\nHV8H/gmow6vLcbtzbs+w7i4iMhJiPsSmmnIcuXAyT6/33tIKfCjRfsjU8t5P5ImsXDSFn973alrX\nrKkoZF+TxoGMB8Gm/ZRdew37zzt/VONoONDOrx7yBodOqynh4pMXcqC1g10NbexubOPljfU0tXQQ\nCMAlpy3qnRKfqZSTDufctWb2GeDtwOXAF83sD8D3nHP3DCsKEREf9Ws4TzHrOHvNPJ59dS+TKgqZ\nVpthXY8Yn7tkJe/72v1J96fbAHPSkTN4fsPeYUaVmXBVFT0VlQSb9o/K/cerYNN+Ao0NMLly1GK4\n96mtdHT1EAA+eNaS3mqw0aqyb+xp4vlX9zG1poSpk4b/e5FWh5JzrhuvDPqvzWwOcBnwfTPrwltl\n9nbn3PZhRyUiMhwx4ytS7V6ZUVvK9R86jpLCPELB4IBzh1pLJs0hHWkrL85n1Aq65+XRfN31lF17\njRKPcaQnHOavL3hjNY5YUJuw/HxBXiilmjupyngUi3NuM/A5M/sCXvJxHd64Dw0dFpFR1ZNB9wp4\n01hjFeaHOMom47Y08uHzV/DRG/ybvJdJ+jCa5Snaz7uQ9rPPJdDYOOSxeXkBqqpKaWxsoWuUB2xC\n32q2gWCAl7c0ctejr9NwoGPAcZOrilg8exLLF9YyraaEkkJ//5wF6/elNBYmWzZs28/+Fu/7cNyS\nqVm5Z8ZJh5nlA+cCHwCOA/4E3OpTXCIivhhuIakrz15KIAglpdkZ+DmtpoSd+wbOkgmH4ZSVs/jJ\nvemNA/FVXh7h2qE/9YbzglBdSjivhHBXsjku2VWG12VwxoqFrDx+Mc+u38uLG/fx0sZ63mhoA6Cp\nA17b0MLvN7QQCHhVZudPr2TNEdN9GfibG9+JPk+5vjFMS+fVDHG0P9JOOsxsAXAFcCneMvf/A7zb\nOacJ5yKSE2Knr/rROBDtbol1/JKpPBqZRpiRJMnQlWcvZcvuAyyZW8OHb3yk377yFAbxzagtZfve\nlszjmgDyQkGWH1rb222wp7GNlzbV89LGel54bR8dXT2Ew33VNn/3103UVhZxzOFTWbt8OpMq/EtA\nA/v2QVVp0mm8be2dbNndzI69LbxR38ruhjZCoSBVZQVMKi+kuryI2qoiDplaTl4o9YLg4XCY9c+s\np6K1gyPm11DU1L+Ef0bTiycPXYk4nTod5+G1apwI3Is3mPR3kXEeOcHMrsOLL4CXCG0c5ZBEZJSN\nVJfEe9YZC2dXcdtdrwBwyLRy3Nahux6igkniKi7M45jDstPULZ7JVcWsXT6Dtctn0HKwk9d3NPGP\nTQ1s2LGf17btJwzs3X+Q3/91E3c9tplpNSUc7OgmLxRg1pQyZtWVM3tKGbPrygd00Q2l8tijgcGn\n8Q69dGJmbo59ck3iY9KaXpzCwKZ0Wjr+F9gO/BewG1gGLIsu9BblR3EwM1sH3AHc75y7OGb7HOC7\neIlFM97A1U9F9r0FWOicOyFy/ueBS4Ybi4iMPXmhvpaJOh9G3CdSkB/ixGXTaWvvZssbBzjrhLnc\n/fjWlM495rC6tEt4+zkyoqaiiPensMz8RFRalM/SeTW93Q2bdx3ggWe2sXlXM1veOEBPONyvHCyh\ndQAAEp1JREFUJemNhjaejKkesWBmJeesmceCmZUJW8gmunSSjofxXveHR/4lMuziYGZ2DfA+vCJk\n8X6Dt/jcdGAqcLeZ7XLO3QCsBX4fOe5e4NvDiUNExq6K0gJOP2Y2m3cd4Ny180f0XqeuTP9z6BVv\nT/YWOoRUWm2GOOarVxzjy9THiWLO1PLexel2N7Ty93/sZnd9K4UFITo6e9iy+wDb97TQHRm9vGHb\nfr7+42cIBQPUTSphUnkh5SUFlBbn0d3ewYeKyyhqm7iLBaZTp2PtCMYRqw1YBXwL6G2nMrOVwBJg\nrXOuCWgys68BVwM34BUtezwSa7eZ5UZ9WREZFeetXTBq9w4l6zsZhmk1qScKxy+dyqMvJB5vooQj\nc1OqS3jbcYcM2N7V3cOOvS288Po+/vi3LbS2d9HdE2bH3hZ2xI2vCb/p/Xzgge9R1p7aWiXjTc79\nYXbO3QwQ320DrAA2OediJ4k/DSw0s1KgE39bIEVEesV22cyuG1jPAOA9py7k/qe3c+kZ/nddrD6s\njsf/8UZKx156+uKkSYf4Ly8UZHZdObPryjlpxQz+sbmRXfUt7NrXSmNLBwdaOmg+2ElBXoiNb34b\nHzt2HaUHDzBvWgVvPXYO8+bU+D69uKcnzOs79/Pq1ka27G7GbWnsbY2Jys8L8qXLViWcGpzJtOdU\nqnnkXNIxiFqgPm5b9PlkYCcwBSDSypFRreBQKHf64KKx5FJMoLjSpbhSl4sxgRdPQX6Ii09ZiNvS\nwLtOXUheglLpp6yazSmrZg95vUTn9t0rkHB/QX6I4hRWvQ0ABQUhpk4qYVd9K2tXzODBZ/pqNg52\nb7/k8s8x9utIqCgrZPXhdSkfHwoFoaKYYGEZoW7/JtWGAJtehx3lPa9vOsjdj2/lgae3cbDDm/9x\n2urZlM+ZkfD84AjFNZaSjsGEgbuBa4HvA6cDyesPD6Kionjog7IsF2MCxZUuxZW6XIwJ4KLT/GnB\nqK4uTbqvsrKE6qqB///q6lJOWjmHPzy2mQ3bklcFDYW88tX/efWbeHnjPo60Kf2SjsHu7bdc/Tnm\nYlwjHVN1dSkfmlPD+acYj72wk8KCECcdNZP8vMGn2fod11hKOnYD8dVLoq05e5xzm81ss5k9CbQA\nGS3d19TURrePWd1whEJBKiqKcyomUFzpUlypy8WYwP+4GhqS19FobGw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QkY64ZlgVkZH47lnU8DIzyTlwINKpCIucSCcAON/1A8ATwb+vIj2Dg3dMoHjc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\nci4Y0Y2ju7Wgv596/THDO3Ha0A51ekr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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -2055,16 +2045,7 @@ "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib/python3.6/site-packages/numpy/lib/shape_base.py:873: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n", - " return c.reshape(shape_out)\n" - ] - } - ], + "outputs": [], "source": [ "# Construct a Pandas DataFrame for the microscopic nu-scattering matrix\n", "nuscatter = xs_library[moderator_cell.id]['nu-scatter']\n", @@ -2099,9 +2080,9 @@ "outputs": [ { "data": { - "image/png": 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S7kn6W/lCZMsO+5Ml6UtmD9+S/VxJ0svAKxHxTETMlvRd0gqkJ0gTo3chzV/5as7hTyXN\nTbhO0jGkYYhXSAn7gaQEd3K273nZth9LOpA07j6JNOHub6SkYi5pKd9E0gWojsne92ezORF3k/19\nZ2PqkY2/PwNsnM15eiwra3/gkiw2HyPNYzg1e+7QvM+sBReTVh+dJOkM0hft0aT/r4G81p5ExAxJ\nU0ltyL45r7kR2FnShaQhzP1I7R+kNvMW5rcD20j6K2nZ94Cyz3kCsFtEPC3p+6Sh0SkMsPKmDO5Z\naN1AV3Ac6EtrDCmQZgInZvtPyx73O7kwm6ewJWk55Imk9ft3ksYXbwI2rfVeZMG8LWkizi2kJZN3\nkhoiIuIW0hj8uGz7XqRxu8nAq6SJQouTvugfJY3x19aVH5PV4/eAsoZza1JX/vWktdV7A/tFRC1R\nqH02felt+L2v/eq3nUj6Mt2f1FB+mbRCooe09rkZF5ACPG9t+zjSuvlbSHM6LiM1FDeQPvudSENO\nl5GWlf2i7mynv/fSq7Qy4izgzMiuIRERs0gX6/qipI80+V6sDSJiX9KX8Qakme73ksal55Ji7JJB\nHObTzI/x8dm2B7PHv6gr6zjSGeURpDj8EjA+Ivq9qE82gXAL0hLOiaS/vX8wP1Y3i3S9hdrqhW1I\ncXE96UJDL5Iu7PZStsLni6Q26U7Sl+2+pGsbzCCdnKxJOvu+kxQvtRn6x5K+oP8AjMkmI44lfVlf\nQWqnjia1KRPq3sJgk/rcdiD7fziclGDdntVrT1KsDtQONB77J6R27+c5r9kb+Cdp9dnvSBNHv0Ga\nbL0faVXGE6R5B7uShhVrQ8F57cBI0nylqyLi4uy9zSOdLGytdKGwSvX09rarV9isPNm45PIR8a+6\nbeuS1p/vGhG/6PfFZjZkSFopIh6ve/wW0uqkQyPixOpqNrR4GMK61ReAHyldE+LXpOWMk0grOga7\nxtrMupik95MuLnUc6doztUtsz6bhEs62YNyzYF0ru4DJ10hdpM+SJlcd2scabzMborIVYAeSLpU8\nmzQs+a2IGMx1HGyQnCyYmZlZLk9wNDMzs1xOFszMzCzXkJjg2PPntl3oJ9dam9xdRjEAPDC1qVuo\nm7VN79YLdC2MUmzD70sbP53as3pJJeWt2DMrVm/vxNy4d8+CmZmZ5XKyYGZmZrmcLJiZmVkuJwtm\nZmaWy8mCmZmZ5XKyYGZmZrmcLJiZmVmujrjOgqTRpFurjgVeAKZERLvve25mHcIxb9ZdOqVn4TLg\nCWAV4L3Ap7O7CZrZ0OSYN+silScLkjYDNgD2jYhZEXEvcBzw1WprZmZFcMybdZ/KkwVgY2B6RDxX\nt+12YB1Ji1dUJzMrjmPerMt0QrKwHPB0w7ba4+VLrouZFc8xb9ZlOiFZyFPazWLMrCM45s06UCck\nC08AyzZsWy77+WTJdTGz4jnmzbpMJyQLtwGjJS1dt20L4J6IeKmiOplZcRzzZl2m8mQhIv4K3Aqc\nKmlJSe8EDgFOrbZmZlYEx7xZ96k8WcjsCiwFzASuAs6MiLOrrZKZFcgxb9ZFOuIKjhExE/hY1fUw\ns3I45s26S6f0LJiZmVmHcrJgZmZmuZwsmJmZWS4nC2ZmZpbLyYKZmZnlcrJgZmZmuZwsmJmZWa6O\nuM7CAnuhnGIWo7wr0W659bWllHPT1PeXUo5ZO03tubm0so5i+1LKOZrJpZSTzCqxLBsK3LNgZmZm\nuZwsmJmZWS4nC2ZmZpbLyYKZmZnlcrJgZmZmuZwsmJmZWS4nC2ZmZpbLyYKZmZnl6ohkQdJ2kh6X\ndGHVdTGzcjjuzbpH5VdwlHQQ8CXg3qrrYmblcNybdZdO6FmYDWwO3F91RcysNI57sy5Sec9CRJwG\nIKnqqphZSRz3Zt2lE3oWzMzMrIM5WTAzM7NcThbMzMwsl5MFMzMzy+VkwczMzHJVvhpC0mygFxiZ\nPf4E0BsRi1VaMTMrjOPerLtUnixExKJV18HMyuW4N+suHoYwMzOzXE4WzMzMLJeTBTMzM8vlZMHM\nzMxyOVkwMzOzXE4WzMzMLFflSye7yV1TNyutrGO2PrCUcl7eelQp5QDcfst/lVPQ3HKKKb0sq8TR\nHFVKOcdxQCnlABzK5JJKmlVSOVY09yyYmZlZLicLZmZmlsvJgpmZmeVysmBmZma5nCyYmZlZLicL\nZmZmlsvJgpmZmeVysmBmZma5OuKiTJJGAycDY4E5wJXAvhHxXKUVM7NCOObNukun9CxcDjwJrAps\nCKwHTKq0RmZWJMe8WRepPFmQtARwGzAhImZHxL+AKcB7K62YmRXCMW/WfSofhoiIWcAeDZtHAw9X\nUB0zK5hj3qz7VJ4sNJK0KfANYPuq62JmxXPMm3W+yoch6knaijTR6eCImFp1fcysWI55s+7QMT0L\nkj4GXADsFREXVV0fMyuWY96se3REsiBpDGmC084RcW3F1TGzgjnmzbpL5cMQkkYA5wCHu9EwG/oc\n82bdpxN6FrYE1gVOlPQDoBfoyX4qIh6psnJm1naOebMuU3myEBE3ACOqroeZlcMxb9Z9Kh+GMDMz\ns87mZMHMzMxyOVkwMzOzXE4WzMzMLJeTBTMzM8vlZMHMzMxytbR0UtLygIDFGp+LiKsWtFJm1nkc\n92bDV9PJgqQvA6cDI0kXUqnXi9dPt8URU08op6CTyikG4LJfbVdKOd/miFLKAZg+b81Synl6xgql\nlJOMfMMWx33xDuWo0sr6IweUUs5Ybi6lnOR/Syxr+GmlZ+EI0lfMFGB2W2tjZp3KcW82jLWSLCwX\nEYe2vSZm1skc92bDWCsTHG+XtFbba2JmncxxbzaMtdKzcABwuqTTgfuAV+ufjIh721ExM+sojnuz\nYayVZOGW7Od2pIlNNbW7xnmik9nQ47g3G8ZaSRY+BMxpd0XMrKM57s2GsaaThYi4uoiKmFnnctyb\nDW+DThYkfWgw+7VycRZJGwInAJsCrwDXA9+MiMebPZaZtU9Rce+YN+suzfQs/J40Ntl4QZZ6TY9d\nShoFXAmcAnwEWAK4FDgD2LmZY5lZ27U97h3zZt2nmWShqEvVLQZ8C5gSEa8CT0m6FNi3oPLMbPCK\niHvHvFmXGXSyEBEPFVGBiHgWOLf2WJKA3YGfFVGemQ1eEXHvmDfrPi3dSKoIklYnrd9eCDgrIsq7\nULqZlc4xb9Y9OuYW1RHxcESMIt3Vbj1JP626TmZWHMe8WffomGShJiLuBw4CPiNpmarrY2bFcsyb\ndb7KhyEkvZc0frlONtkJUr16gXmVVczMCuGYN+s+LSULkjYFdgRWI92u9mHg59kZQrPuIM2OPk7S\nUcCbgaOAaRHxXCv1M7P2a2PcO+bNukzTwxCSdgduBfYE1gM2AfYDQtIuzR4vIp4HPgxsDMwE7gKe\nA8Y1eywzK0Y7494xb9Z9WulZmEBqJE6NiF4AST3AeOAY0sVVmhIRfwO2baEuZlaOtsa9Y96su7Qy\nwfGtwBm1BgMg+/1UYPV2VczMOorj3mwYayVZuANYq4/t6wK3L1h1zKxDOe7NhrFWhiFOBy6RdC7w\nd1LCIWAP4JRspjMAETGtLbU0s6o57s2GsVaShQuznz/o47mz6n5v+qZSZtaxHPdmw1grycI6wJx2\nV8TMOprj3mwYazpZiIj7iqiImXUux73Z8NZ0siDpxrzjRcTmC1AfM+tAjnuz4a2VYYh7SeOSNQsB\nawDv4vVjl9YN9iuvqJ16tiylnFefGltKOQDfXeaAUsq5cvR2pZST9Hn5A8f9EDKW40opp/dD7yml\nHICee3sH3qldpk8sr6wO0cowxO59bZe0A7DNAtbHzDqQ495seGvbXScj4nJ8RTazYcVxbzY8tC1Z\nkLQssFy7jmdmnc9xbzY8tDLB8cI+No8CxuAruZkNSY57s+GtlQmOK/exbTbwU2DSglXHzDqU495s\nGGtlguP7iqiImXUux73Z8NZKzwKS1gQ+A6xNWk4VwIURMaONdTOzDuK4Nxu+mp7gKGlz4G5gf2AD\nYEPgUOAeSe9sb/XMrBM47s2Gt1ZWQxwPTAZWiojNI2JTYEXgbOCEBamMpB9IenVBjmFmhXDcmw1j\nrSQLGwDHRsTc2oaImAN8G9i41YpI2gj4PK+/SpyZdQbHvdkw1kqyMAdYpI/tC/ezfUCSeoAzSWcu\nZtZ5HPdmw1grycKNwFmSXltKJWk10vXhp7ZYj68BLwJ9reU2s+o57s2GsVZWQ4wHrgFmSHoB6AEW\nJ82M/nizB5O0InAkUN7df8ysWY57s2Gs6Z6FiHgEWA/YkRTsRwAfBTaIiPtbqMNk4IcRcV8LrzWz\nEjjuzYa3pnoWJC0MnBwR+wC/XdDCJX0A2BT4UrapZ0GPaWbt5bg3s6Z6FrKZ0DtLWqpN5X8WWBV4\nVNKTwJ+BHklPSPpUm8owswXguDezVuYsHACcJ+k84AHglfonI+LeJo41Hji87vFqwE2kC74800Ld\nzKwYjnuzYayVZOGC7OeOvH5tdE/2eMRgDxQRzwHP1R5LGgn0RsRjLdTLzIrjuDcbxlpJFgq7oUxE\nPEQTjY6ZlcZxbzaMtXLXyVbXVJtZl3Lcmw1vza6GWBR4S0Q8kT0+h/lnBDdExLltrp+ZVcxxb2aD\nXg0h6c3AbcCX6zbvRhqzHAGcJmn99lbPzKrkuDczaK5n4VukGdBn1217NSK+CJAtgfo6sFf7qmdm\nFXPcm1lT11n4ODA+Ip7q5/lzKXASlJlVwnFvZk0lC6uRbiZT7091v/8DWGWBa2RmncRxb2ZNJQsL\nZ/evf01EfLDuYW29tZkNHY57M2tqzsIMSRtExF39PL8F8HAb6mRD1f9NLKWYhZZdopRyAHrPOaCU\nct6xxz2llJNsW//AcT8kzS6llJ6rzh54pzbpPb68W4z0PFhSfvzDieWUMwjN9CxcAXxH0hv+RySN\nAo4DftmuiplZR3Dcm1lTPQvHA3cAd0iaTLqP/cvAu0nXel8UmNT2GppZlRz3Zjb4noXsgixjgSeA\nKaQbv9wB/BC4BxgTES8UUEczq4jj3sygySs4RsQDwIckLQu8DZgD3B8Rs4qonJlVz3FvZq3cSIps\nzXV/667NbAhy3JsNX81McDQzM7NhyMmCmZmZ5WppGKLdJD0ErATMY/5FXs6JiG9WWjEzK4Rj3qy7\ndESyACwJvDcibqm6ImZWCse8WRepfBhC0kLAW4Dnqq6LmRXPMW/WfTqhZ2EpUjfk0ZLGAq8CvwUO\niIgXK62ZmRXBMW/WZSrvWQDeBNwMXA+sQ7rd7ZbAGRXWycyK45g36zKV9yxExGPAmLpN/5R0KHC5\npD0a73hnZt3NMW/WfTqhZ6EvD5LqtkLVFTGzUjjmzTpY5cmCpA0lndiweV3SzWpmVlAlMyuQY96s\n+1Q+DAH8C9hD0mPAScAawDHAGRFR0k3DzaxEjnmzLlN5z0JEPA58BPgE8G/gSuByYEKV9TKzYjjm\nzbpPJ/QsEBE38PoJT2Y2hDnmzbpL5T0LZmZm1tmcLJiZmVkuJwtmZmaWy8mCmZmZ5XKyYGZmZrmc\nLJiZmVkuJwtmZmaWqyOus2DDxAvlFLPIs7uXUxDQc9L+pZTTu15PKeUA8PfyirKh7tHSSuo55NLS\nyuo9uJx47Plg51zQ1D0LZmZmlsvJgpmZmeVysmBmZma5nCyYmZlZLicLZmZmlsvJgpmZmeVysmBm\nZma5nCyYmZlZro65KJOkw4G9gTcDNwNfiYjplVbKzArjmDfrHh3RsyBpL+BjwObAasDDwPhKK2Vm\nhXHMm3WXTulZOBD4dETMyB7vUWVlzKxwjnmzLlJ5siBpFdKZxTqSLgSWBq4B9o6IpyutnJm1nWPe\nrPt0wjDEqkAvsCOpS3IjYA3g7ArrZGbFccybdZlOSBZGkno4Do6IZyPiUeBIYCdJo6qtmpkVwDFv\n1mU6IVmodTvOqts2HegBVii9NmZWNMe8WZfphGThn6RGY5O6bWsCc4GZldTIzIrkmDfrMpUnCxEx\nF/gRcLykt0paidQleX5EvFpt7cys3RzzZt2n8mQhMwH4E/A34K/APXjNtdlQ5pg36yKVL50EiIg5\nwL7ZPzMb4hzzZt2lU3oWzMzMrEM5WTAzM7NcThbMzMwsl5MFMzMzy+VkwczMzHI5WTAzM7NcThbM\nzMwsV0/N5ytgAAALKElEQVRvb2/VdVhgPVPp/jdh7bNIeUVds8WYUsqZ1nNTKeUATOzt7SmtsBb1\n9Ex0zFuFDiullN9R3n3Vth8g7t2zYGZmZrmcLJiZmVkuJwtmZmaWy8mCmZmZ5XKyYGZmZrmcLJiZ\nmVkuJwtmZmaWa+GqKyBpLHAVvO5aCQsBIyNiRDW1MrOiOObNuk/lyUJE/BFYtH6bpMOA9aupkZkV\nyTFv1n0qTxYaSVodGA9sWHVdzKx4jnmzzteJcxa+A5wdEY9WXREzK4Vj3qzDdVTPgqS1gR2Btaqu\ni5kVzzFv1h06rWdhH+BXEfFU1RUxs1I45s26QKclC7sAl1RdCTMrjWPerAt0TLIg6R3AysD1FVfF\nzErgmDfrHh2TLAAbAY9ExItVV8TMSuGYN+sSnZQsrAx43NJs+HDMm3WJjlkNERGTgclV18PMyuGY\nN+sendSzYGZmZh3IyYKZmZnlcrJgZmZmuZwsmJmZWS4nC2ZmZpbLyYKZmZnlcrJgZmZmuXp6e3ur\nroOZmZl1MPcsmJmZWS4nC2ZmZpbLyYKZmZnlcrJgZmZmuZwsmJmZWS4nC2ZmZpbLyYKZmZnlcrJg\nZmZmuZwsmJmZWS4nC2ZmZpbLyYKZmZnlWrjqCpRJ0mjgh8BY4AVgSkQcWlBZ2wHnA9dGxLgiysjK\nGQ2cTHpPc4ArgX0j4rkCytoQOAHYFHgFuB74ZkQ83u6y6sr8QVZGIYmtpIeAlYB5QA/QC5wTEd8s\noKzDgb2BNwM3A1+JiOltLmMscBXpfdQsBIyMiBHtLKtbOO4XqJzSYz4rt7C4LzPms/IKjfuyYn5Y\nJQvAZcDfgFVIfyxXSno8Ik5qZyGSDgK+BNzbzuP243LgVmBVYAngN8Ak4CvtLETSKFKDdArwkays\nS4EzgJ3bWVZdmRsBn+f1QdBuSwLvjYhbCiwDSXsBHwM2B54HJgPjgbY2UBHxR2DRhrIPA9ZvZzld\nxnHfgipiPiu36LgvJeahnLgvK+aHTbIgaTNgA2CbiJgFzJJ0HLAf0NZGA5hN+uM4BXhTm4/9GklL\nALcBEyJiNjBb0hRg3wKKWwz4Fums7FXgKUmXFlQWknqAM0nB9Z2CylgIeAvQ9l6YPhwIfDoiZmSP\n9yihTCStTmqcNiyjvE7juF8gpcY8FB/3Jcc8VBD3RcX8sEkWgI2B6Q3ddLcD60haPCJebFdBEXEa\ngKR2HbK/cmbxxj++0cDDBZT1LHBu7bHSm9sd+Fm7y8p8DXgRuJCCkgVgKVI35NFZV96rwG+BA9r5\n9yBpFWA10t/ahcDSwDXA3hHxdLvK6cd3gLMj4tGCy+lUjvvWyyk75qH4uC8l5qHSuC8k5odTsrAc\n0PgfVHu8POkPtKtJ2hT4BrB9gWWsDtxHGhM7KyKOKqCMFYEjSeOxRXoTaQzxeuDLwMrM72b9QhvL\nWZXUpboj6cxzceAXwNnALm0s53UkrZ2VuVZRZXQBx/2CH7/wmM/KKSPuy4p5qCDui4x5r4ZIihwT\nL4WkrUjjiwdHxNSiyomIhyNiFCBgPUk/LaCYycAPI+K+Ao79moh4LCLGRMSZEfFCRPwTOBQYJ2lk\nG4saSUrMD46IZ7OM/0hgp2xcuCj7AL+KiKcKLKObOe4HoaSYhxLivsSYh2rivrCYH07JwhPAsg3b\nlst+PllyXdpK0seAK4Cv17pCixYR9wMHAZ+RtEy7jivpA6SZ18dmm3radexBepAUFyu08Zi1M9lZ\nddumk95bO8tptAtwSYHH7waO+zYpKuah8rgvIuahmrgvLOaHU7JwGzBa0tJ127YA7omIlyqq0wKT\nNAaYAuwcERcVWM57Jd2XTRCqWZh0djavjUV9ltR996ikJ4E/Az2SnpD0qTaWg6QNJZ3YsHld4GVg\nZhuL+iepwdikbtuawNw2l/MaSe8gdbFeX8Txu4jjvvUyyop5KCnuS4x5KDnui475YTNnISL+KulW\n4FRJ+wCrA4cAR1dbs9ZJGgGcAxweEdcWXNwdpNnRx0k6irRm+ChgWpvXdo8HDq97vBpwE2lm7zNt\nLAfgX8Aekh4jzYxfAzgGOCMi2tZFHRFzJf0IOF7SDqSG9kjg/GyWeRE2Ah5p96StbuO4XyBlxTyU\nF/elxDxUEveFxvywSRYyu5Iml8wkZXynR8TZ7S5E0mxS9j0ye/wJoDciFmtzUVuSsuITs4uY9DL/\nIiOKiEfaVVBEPC/pw6RxxZmkC7RcS5ok1DZZI/RaQ5SNI/ZGxGPtLCcr63FJHwG+T2qongIuAia2\nuyxgAumz+xvpzOJyUgNZlJVJ78cc9y0pK+azskqJ+5JjHsqN+0Jjvqe3t+vn+JiZmVmBhtOcBTMz\nM2uBkwUzMzPL5WTBzMzMcjlZMDMzs1xOFszMzCyXkwUzMzPL5WTBzMzMcjlZMDMzs1xOFszMzCyX\nkwUzMzPLNdzuDTEsSVqBdPOcj5Lu7DYXeAT4DfC9iHihwurlkvRR0j3aNwMWJd1UZhpwUkTc1uSx\ntgIWiYhr2l5Rsw7imH/tWI75NnHPwhAnaS3S3ePeBuwSEW8Glge+DnwYuFnSov28ttJkUtK3gQuB\ny4B1srpvAtwDTJX02SYPOR74QHtradZZHPOv45hvE99IaoiTdBWwArBx4y1YJS0LfAX4UUQ8IWlr\n4Drgc6Q7pf0yIvaRtBrwA2AM6Y56dwGHRMSt2XGuAx6LiHF1x55CCvYxktYG7gXGkc4YNgYeBY6N\niCn91Htz4GZgXET8rI/nDyfd0W2NiHiyvry6fSYCX42IlSXdDGxOuk3sHGDJiJgzyI/RrGs45h3z\nRXDPwhCWNQwfACb3da/2iHgqIo6NiCcantoVWC9rNEYA15Buf7sBMBq4Abhe0po5xdeXVwvQCaTb\n2y4FnA6cK2nTfl4/Dnior0YjcwKpEdu1j/Lq69ALEBHvAR4CJkXEYm40bChyzDvmi+JkYWh7W/Yz\nmnzdeRHxbPb79tlx9o2IpyPiJeBo4CXgM00e99yIuDci5gKnAk8AO/az79uBv/d3oIj4D/AAsE6T\ndTAbyhzzVggnC0PbHKAHeLl+o6SrJc3O/r0s6Zy6p3tJAVnzNuCFiHistiEL/AeAtZusz2sNQXbW\n8xCwWj/7zmXgCbgj6Pvswmy4csxbIbwaYmi7n9R4vBv4a21jRHyw9ruk80gBWO+Vhsc9fRx7IfKD\ntq9EtHFbDzC7n9cHqVuyT9kErdGkiU/N1MFsKHPMWyH8wQ5hETEL+BUwXtKofnYb6G8ggMWzCU8A\nSBoJrMX8rs7ZQOPx1+jjWKo7Rg8p8B/up9wLgBUl7dnP8wdn5V6aU4e88VWzIccx75gvipOFoe8b\npLXKV0saI2mEpIUkvUPSCaTJQjfU7d94RnEVqYE4UdIykpYAjiX1Sl2Y7XM3MCabXIWkHYB39VGX\nPSS9M2t4xgPLAj/vq9IR8TfgcOAHkr4haZns2CtKOgw4EPhiRDxTV4f1slnYtZnVH2o47IvA2yQt\nVfUSMbMCOebnc8y3iZOFIS4iniQtW7oOOAt4GngW+CWwOLBZRJxb95Lehte/CnwcWASYDtwHvBPY\nKiJmZLtNIq3rvkvSncA2WVm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"text/plain": [ - "" + "" ] }, "metadata": {}, diff --git a/docs/source/pythonapi/examples/mgxs-part-iii.ipynb b/docs/source/pythonapi/examples/mgxs-part-iii.ipynb index 55fa0a319..441c93b1d 100644 --- a/docs/source/pythonapi/examples/mgxs-part-iii.ipynb +++ b/docs/source/pythonapi/examples/mgxs-part-iii.ipynb @@ -32,7 +32,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1357: UserWarning: This call to matplotlib.use() has no effect\n", + "/usr/lib/python3.6/site-packages/matplotlib/__init__.py:1401: UserWarning: This call to matplotlib.use() has no effect\n", "because the backend has already been chosen;\n", "matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n", "or matplotlib.backends is imported for the first time.\n", @@ -457,7 +457,7 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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"text/plain": [ "" ] @@ -742,8 +742,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:40:48\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:05:29\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -830,20 +830,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 3.7096E-01 seconds\n", - " Reading cross sections = 2.7358E-01 seconds\n", - " Total time in simulation = 6.1575E+00 seconds\n", - " Time in transport only = 5.9806E+00 seconds\n", - " Time in inactive batches = 5.6300E-01 seconds\n", - " Time in active batches = 5.5945E+00 seconds\n", - " Time synchronizing fission bank = 2.5271E-03 seconds\n", - " Sampling source sites = 1.7912E-03 seconds\n", - " SEND/RECV source sites = 6.9749E-04 seconds\n", - " Time accumulating tallies = 2.8453E-04 seconds\n", - " Total time for finalization = 2.1079E-05 seconds\n", - " Total time elapsed = 6.5375E+00 seconds\n", - " Calculation Rate (inactive) = 44405.1 neutrons/second\n", - " Calculation Rate (active) = 17874.8 neutrons/second\n", + " Total time for initialization = 4.7219E-01 seconds\n", + " Reading cross sections = 3.3155E-01 seconds\n", + " Total time in simulation = 1.0940E+01 seconds\n", + " Time in transport only = 8.4875E+00 seconds\n", + " Time in inactive batches = 1.0780E+00 seconds\n", + " Time in active batches = 9.8625E+00 seconds\n", + " Time synchronizing fission bank = 3.0661E-03 seconds\n", + " Sampling source sites = 2.0420E-03 seconds\n", + " SEND/RECV source sites = 8.5670E-04 seconds\n", + " Time accumulating tallies = 4.5172E-04 seconds\n", + " Total time for finalization = 1.0251E-05 seconds\n", + " Total time elapsed = 1.1422E+01 seconds\n", + " Calculation Rate (inactive) = 23191.5 neutrons/second\n", + " Calculation Rate (active) = 10139.4 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -1086,18 +1086,18 @@ "\tDomain ID =\t10000\n", "\tNuclide =\tU235\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t3.37e-01 +/- 3.37e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t6.02e-01 +/- 6.02e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t8.05e-03 +/- 3.37e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t3.62e-01 +/- 6.02e-01\n", "\n", "\tNuclide =\tU238\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t5.70e-01 +/- 5.70e-01%\n", - " Group 2 [0.0 - 0.625 eV]:\t5.94e-01 +/- 5.94e-01%\n", + " Group 1 [0.625 - 20000000.0eV]:\t7.36e-03 +/- 5.70e-01\n", + " Group 2 [0.0 - 0.625 eV]:\t6.74e-07 +/- 5.94e-01\n", "\n", "\tNuclide =\tO16\n", "\tCross Sections [cm^-1]:\n", - " Group 1 [0.625 - 20000000.0eV]:\t0.00e+00 +/- 0.00e+00%\n", - " Group 2 [0.0 - 0.625 eV]:\t0.00e+00 +/- 0.00e+00%\n", + " Group 1 [0.625 - 20000000.0eV]:\t0.00e+00 +/- 0.00e+00\n", + " Group 2 [0.0 - 0.625 eV]:\t0.00e+00 +/- 0.00e+00\n", "\n", "\n", "\n" @@ -1357,8 +1357,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ NORMAL ] Ray tracing for track segmentation...\n", - "[ NORMAL ] Dumping tracks to file...\n", + "[ NORMAL ] Importing ray tracing data from file...\n", "[ NORMAL ] Computing the eigenvalue...\n", "[ NORMAL ] Iteration 0:\tk_eff = 0.823553\tres = 0.000E+00\n", "[ NORMAL ] Iteration 1:\tk_eff = 0.780331\tres = 1.940E-01\n", @@ -1626,7 +1625,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 43, @@ -1635,9 +1634,9 @@ }, { "data": { - "image/png": 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AHcysP/BhCGEe8GvgSjN7F5gDXAfMBx71liUipac2L1IZmnOGPwgYT/x9LgA3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\nYII=\n", 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"text/plain": [ - "" + "" ] }, "metadata": {}, diff --git a/docs/source/pythonapi/examples/mgxs-part-iv.ipynb b/docs/source/pythonapi/examples/mgxs-part-iv.ipynb index 9076e0028..125340af7 100644 --- a/docs/source/pythonapi/examples/mgxs-part-iv.ipynb +++ b/docs/source/pythonapi/examples/mgxs-part-iv.ipynb @@ -425,7 +425,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "" ] @@ -727,8 +727,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:41:51\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:12:04\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -815,20 +815,20 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 3.3473E-01 seconds\n", - " Reading cross sections = 2.5183E-01 seconds\n", - " Total time in simulation = 7.7748E+00 seconds\n", - " Time in transport only = 7.7274E+00 seconds\n", - " Time in inactive batches = 9.1102E-01 seconds\n", - " Time in active batches = 6.8638E+00 seconds\n", - " Time synchronizing fission bank = 4.9485E-03 seconds\n", - " Sampling source sites = 3.3972E-03 seconds\n", - " SEND/RECV source sites = 1.5148E-03 seconds\n", - " Time accumulating tallies = 1.1154E-04 seconds\n", - " Total time for finalization = 3.1040E-06 seconds\n", - " Total time elapsed = 8.1276E+00 seconds\n", - " Calculation Rate (inactive) = 54883.7 neutrons/second\n", - " Calculation Rate (active) = 29138.3 neutrons/second\n", + " Total time for initialization = 3.6381E-01 seconds\n", + " Reading cross sections = 2.7394E-01 seconds\n", + " Total time in simulation = 8.2977E+00 seconds\n", + " Time in transport only = 8.2033E+00 seconds\n", + " Time in inactive batches = 1.0881E+00 seconds\n", + " Time in active batches = 7.2096E+00 seconds\n", + " Time synchronizing fission bank = 5.2924E-03 seconds\n", + " Sampling source sites = 3.6536E-03 seconds\n", + " SEND/RECV source sites = 1.6013E-03 seconds\n", + " Time accumulating tallies = 1.1932E-04 seconds\n", + " Total time for finalization = 3.3830E-06 seconds\n", + " Total time elapsed = 8.6802E+00 seconds\n", + " Calculation Rate (inactive) = 45950.7 neutrons/second\n", + " Calculation Rate (active) = 27740.7 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", @@ -1084,9 +1084,9 @@ "outputs": [ { "data": { - "image/png": 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G5xwL7IH1uFycdq4Et7Lp3h2eeAL+8hcYNsw2mfvXv3yTOeegvG/sUSSVBBTr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\n5cRJPIYBA4FJIvKJiIxJvSU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fDUcfDf/4B/ztb3DggTbUUysmTGhaTwNsZtBSSzVNnT3v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\nNi48zMzMrDb/DzowqQINUNKpAAAAAElFTkSuQmCC\n", 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JbT24jJc1xwtVNUNV89yfC1W1VTwK11g92+Vz5WG7M2HaMi4cP51tpdZ0ZeIjFT7Mv1wc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\n/BrIB/4P2Bc4F1uPwxhjmi0vvaqmuz9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RbWd3P9zdS75XS2fQvTscd1xY62P77eHHP4Ztt4WWlkpHJiKSTCE1Hl99lf+4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\ncg+TrpN+WtKLkj5SZq4i2SJiH/Bd4DFgDXBbtPF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C7t6pgj7dOtCve0f6duvI8L5dGda7S9JxC1KwRPOT3zySu59/n7uf/4Cn5i5r\nfj1+qeaWVeqNTcYnG+rpnaQrb88uVRy/V38mv/5x3Am3jjzfnGXvqlzpXFXBJYcNo7pTJdc9+BrX\nTHiFn5+9L91bdAUuNJ44SowUlCqqO+XuD6+xyeKSSRMNjcaWpia2NBpNZpgFg7SCD3fB19i22FfY\nuo+l2LelhBPiRdsU/XhJ902036e3JjxiinNbeM0WdzxrjsGaX2ve91Pb7FOvbX0evN58+oTvb7Et\nLoamJmNLkwW/48YmGhqbaIj7vTc0Br/3+sYmajdvobZ+C+vqtvDx2jrWbWpgVW39NtVAnSrLOWCn\nHpy230BO329gwvEL1Z0q+cZnd+XKMcOZ/s4Kfvfv+by6cE1z+0bMnMVrmTpnayJYtn4zu/ZPvsLD\n7v27bZs4bOvYkEKbJPeMAwaxZmMDN0+Zy+d+NZ1bztibo3YvyLlkgQiJQ9K1wN3AeoKpRvYHbjCz\nJ/McmysQ5WWivMwnanSta2wyPqmtZ9m6OuYtXc8bi9cy7Z0VfHfi6/z5uQXcddGopO+tqijjs3v2\n47N79mPZujrGzXifO6cvAGDZujpOvn3Gp86VSp9uny6NFHI/kksPH8YBO+3Adye+xiXjZ3LeqMHc\nfPpeBTlFUZSILjWzdcDngD4EgwFvzWtUzrmiVF4m+nTrwF4DqznzwEHcdOpI/vWtI7nrohqWrq3j\nortfYnOERZj6de/I907cg9vP3x+Ar//1lW3OEUWsp9YRI3p/6rVspnbPp/0G92DS1YfztTG7cP/M\nhVxw14t8tKrwVhiNkjhiv6UTgbvN7DUStwW2u2Ibx+Hc9kASx+zRj9u/cAALVtQycdaiYHuE956y\n7wDuvngU85ZtnSqkT5J2jZZi1WLxs/BunXE30iHaRYeKcq4/fnf+76x9mLN4Hcf9Zjq3PfNu2qPN\nm5qMd5et55FXFjPptSXMX74hZ0vmRmnjmC3pSWAY8L1w2djMVlHJs0Kb5NA5t9WRu/Zht37deOmD\nT9J631G79+Uzu/ZhejiJYFVFGT06V7KmlSl6YjPpbrNaYIIZdwvVOTWDOXx4b374zzn86ql3+O0z\n73L07n05b9Rgjty1T9IqrPdWbGDCix/x95cXsbrFz2inXp259LBhnDd6cFa9t6IkjsuA/YAFZrZR\nUk+C6irnnEvLocN7bVN6iOqcmkHNiUMKSh2tJY6W4zz2HlRdmFUlKQzo0Yk/XzSK91fW8sDMhUyc\nvYin5i52BEWpAAAU3ElEQVSjd9cqPr//QM46cDA79erMJ7X1vLpwDX978SNmzF9JRZn43Mh+HLVb\nX/YZ1APDmPnBav75ymJufPRNxk5fwM2n75VxA3yUxHEI8KqZ1Uq6ADgA+G1GZ3PObddGDshsWedD\nd9m2naJv9w68G9ddN5HK8iBNlJeJf1x5KMP7duWfry4BCruqKpFhvbtwwwm7863P7cq/3l7OI68s\nZtzzH/Cn57ad2LF/9458+3O7cs6owfTttu0UKLv3784FBw3huXdXcvOUuVwyfibnjx7MD08eSaeq\n9EofURLHH4B9Je1LMCvuXcC9wJFpnck5t90b0rNz8/fpDCxsuQxrlHEOzfNbGew/ZIdwW+zVIssc\nocryMo4b2Z/jRvbn47Wb+M/8VXy8dhPVnSrZY8fu7Du4R8IR9TGS+MyufZi08+H8+ql3uXP6e7zy\n0Rp+/8UD0lreIUri2GJmJuk04LdmdpekiyKfwTnnQrFV+7LVJZyeJFXqiSWJ+BQRGzlfbCWORHas\n7sSZBw7K6L0dKsq54YTdOXjnnnzzgVc5+fYZXHPMiMjvj9Krar2k7wEXAlMklQOFPazROVeQko30\njmJ43+ATsSDBvFaflmjN8uZkUgKJIxfG7NaXKdccwaG79OLWx96O/L4oieNcYDPBeI6lwEDg55mF\n6ZzbnnVOsy493qn7DgCgodGaE0eq+3/iEodrKdYA/5fLRre+c6jVxBEmi78C1ZJOBurM7N7Mw3TO\nba/i2zXSvYl3D9cbX1/X0FxVtak+1ZxTyaulCnUAYHs6YkSfyPu2mjgknQO8BJwNnAO8KOmsjKNz\nzrkMVHcOasjX1W2ha5hEalMshJSwxOFVVTkRpXH8f4BRZrYcQFIf4GlgYj4Di5G0cxhDtZl5wnJu\nOxU/cWfnyqDKa2OKEsfWDlSeJXItShtHWSxphFZFfB+SxklaLmlOi+3HS5onab6kG1Idw8wWmNll\nUc7nnCtdXeJWCaysSDAqvIWyFKPEC3myw2IQpcTxuKQngAnh83OBqRGPPx74HcG4DwDCXll3AMcC\ni4CZkh4FyoFbWrz/0hZJyzlXItK9ecdPyV4VDu5r2JK8NBE7fpOXOHKu1cRhZt+RdAZwOEHpb6yZ\n/SPKwc1suqShLTaPBuab2QIASfcDp5nZLcDJacS+DUmXA5cDDBkyJNPDOOcKVPzcSpWJ5qFqoZTG\nbBSalFVOksolPW1mD5vZdWb2zahJI4WBwMK454vCbcli6CXpj8D+4XiShMxsrJnVmFlNnz7Rewc4\n54rDNiWO2My3qRKHN4TnTcoSh5k1StooqdrMcjVXeaICatJfrZmtAq6IdGDpFOCU4cOHZxiac65Q\ndYhLHFFKHDGeN3IvShtHHfCGpKeA2thGM7smw3MuAgbHPR8ELMnwWNvwadWdKx5KcyRHh8pEiaP1\nNo5crUHhtoqSOKaEj1yZCYyQNAxYDJwHfCGHx3fOlaAO5VvbOGJrbaRaPjbdxOSiS5o4wvEafczs\nnhbb9wKWRTm4pAnAGKC3pEXAjeEkiVcBTxD0pBpnZm9mGH/L83lVlXMlKr6No7Ki9aTgbRz5k6px\n/HaCNcZbGkjE9TjM7Hwz29HMKs1skJndFW6fama7mtkuZvbT9MNOer5JZnZ5dXVmc/475wpX/Frj\nqaYOd/mX6qe/t5lNa7nRzJ4A9slfSJnzNcedKx7pjuOIyxtUlkVPHD7YL/dS/fRTTZ1ekNOqe4nD\nucKX6Y08vsSRRt5weZDqx/+upBNbbpR0ArAgfyE550pZWYaZI35m3fgkkglv98hOql5V3wQmh7Pj\nzg631RCsQZ7xCO988sZx5wpfLmqOMk4+3tMqJ5KWOMzsHWBvYBowNHxMA/YJXys4XlXl3PbB2y3a\nV2sjxzcDd7dRLM657UBQWsiurqjcM0e78iYm51zbysE9P9OqKpcbJZU4vDuuc4UvJ20caTSOe0N4\n7kVZOraLpLK452WSOuc3rMx4G4dzhS9WWMim0BAlb3ihJH+ilDieAeITRWeCpWOdcy5tuahm8qqq\n9hUlcXQ0sw2xJ+H3BVnicM4Vvlzc8rMdx+GyEyVx1Eo6IPZE0oHApvyFlDlv43Cu8CkHpQUvcLSv\nKInjG8BDkp6T9BzwAHBVfsPKjLdxOFf4Yvf8bBKIV1W1ryhrjs+UtDuwG8Hv/G0za8h7ZM650pSD\ne76P42hfqdbjONrM/iXpjBYvjZCEmT2c59iccyUoF6WFbA/hPXSzk6rEcSTwL+CUBK8Z4InDOZe2\nXBQWMq7m8oJKTiRNHGZ2Y/j1krYLxzlX6tTia76Zly9yLsoAwF6SbpP0sqTZkn4rqVdbBJcu71Xl\nXOHLRa+qSOfx4kXeROlVdT+wAjgTOCv8/oF8BpUp71XlXOHz23nxa7VXFdDTzH4S9/xmSafnKyDn\nXGnzDlHFL0qJ49+SzgvnqCoLF3aaku/AnHOlKsgcnkCKV5TE8VXgb0B9+LgfuE7Seknr8hmcc670\n+GwhxS/KAMBubRGIc2774CWN4heljQNJpwKfCZ8+a2aT8xeSc865QhalO+6twLXA3PBxbbit4Hh3\nXOeKh3eXLV5R2jhOBI41s3FmNg44PtxWcLw7rnPFo60G5vkKgLkXdenYHnHf+13ZOZextippeFtK\n/kRp47gFeEXSvwn60X0G+F5eo3LOuTzo260DADv19LXoshGlV9UESc8CowgSx/VmtjTfgTnnXK6N\n2a0v9146msOG927vUIpalMbxzwMbzexRM/snUOcjx51zxeozu/bxpWezFKWN40Yza+6mZGZrgBvz\nF5JzbnuQ70ZrbxTPnyiJI9E+kcZ/OOdcS23daO2N5LkXJXHMkvQrSbtI2lnSr4HZ+Q7MOedcYYqS\nOK4mmKPqAeAhoA74ej6Dcs45V7ii9KqqBW4AkFQOdAm3tYmwIf4koC9wh5k92Vbnds4592lRelX9\nTVJ3SV2AN4F5kr4T5eCSxklaLmlOi+3HS5onab6kG1Idw8weMbOvABcD50Y5r3Ou8LVV27U3kude\nlKqqPc1sHXA6MBUYAlwY8fjjCaYoaRaWWu4ATgD2BM6XtKekvSVNbvHoG/fWH4Tvc865VnmjeP5E\n6R1VKamSIHH8zswaJEXK4WY2XdLQFptHA/PNbAGApPuB08zsFuDklsdQsEDxrcBjZvZylPM65wqf\n39eLV5QSx53AB0AXYLqknYBsFnAaCCyMe74o3JbM1cBngbMkXZFsJ0mXS5oladaKFSuyCM851xa8\nBql4RWkcvw24LW7Th5KOyuKciT5oJP0bSnD+ZPuNBcYC1NTU+N+kcwXKSxrFL0rjeHU4jmNW+Pgl\nQekjU4uAwXHPBwFLsjheM1+Pw7niYd5qXbSiVFWNA9YD54SPdcDdWZxzJjBC0jBJVcB5wKNZHK+Z\nr8fhnHP5FyVx7GJmN5rZgvDxI2DnKAeXNAF4AdhN0iJJl5nZFuAq4AngLeBBM3sz0wtocT4vcThX\nJOTdnopWlF5VmyQdbmYzACQdBmyKcnAzOz/J9qkEXXtzyswmAZNqamq+kutjO+dyy6uqileUxHEF\ncK+kWP3PauCi/IWUOUmnAKc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KLU6PR59oM+BXGV/3ATYC3gWOLnB80oJ16wYvvRR6QHbaCUaNKndEIiJSbHn3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\nh5k1/Jn0Id147Ayc1s0XlDSsm+sH3omIxRHxZov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Xzd1nuvvk4uLiZIciIiluxMAu3H3haJ6+6kgOGdyVm5/7kBNunc1Tb6+muT+o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\nRWAiIpKaGm0cd/dqd/+Hu18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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1187,8 +1187,8 @@ " Copyright | 2011-2017 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", - " Git SHA1 | 2bf05f281e566a81e181ee0e9c699138b37b57b4\n", - " Date/Time | 2017-01-19 13:42:06\n", + " Git SHA1 | 6e3f6bf8b11cb3f6f171f1c351ddcaf85dd515ec\n", + " Date/Time | 2017-02-11 14:12:19\n", " OpenMP Threads | 8\n", "\n", " ===========================================================================\n", @@ -1254,15 +1254,15 @@ " 39/1 1.01134 1.02012 +/- 0.00257\n", " 40/1 1.01423 1.01992 +/- 0.00249\n", " 41/1 1.03987 1.02057 +/- 0.00250\n", - " 42/1 1.05429 1.02162 +/- 0.00264\n", - " 43/1 1.02057 1.02159 +/- 0.00256\n", - " 44/1 1.05473 1.02256 +/- 0.00266\n", - " 45/1 1.05482 1.02349 +/- 0.00275\n", - " 46/1 1.04267 1.02402 +/- 0.00272\n", - " 47/1 1.05108 1.02475 +/- 0.00275\n", - " 48/1 1.03071 1.02491 +/- 0.00268\n", - " 49/1 1.04354 1.02538 +/- 0.00265\n", - " 50/1 1.01329 1.02508 +/- 0.00260\n", + " 42/1 1.05441 1.02162 +/- 0.00264\n", + " 43/1 1.02068 1.02160 +/- 0.00256\n", + " 44/1 1.06387 1.02284 +/- 0.00277\n", + " 45/1 1.04844 1.02357 +/- 0.00279\n", + " 46/1 1.01967 1.02346 +/- 0.00272\n", + " 47/1 1.01830 1.02332 +/- 0.00264\n", + " 48/1 1.00888 1.02294 +/- 0.00260\n", + " 49/1 1.03033 1.02313 +/- 0.00254\n", + " 50/1 1.02732 1.02324 +/- 0.00248\n", " Creating state point statepoint.50.h5...\n", "\n", " ===========================================================================\n", @@ -1272,27 +1272,27 @@ "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", - " Total time for initialization = 6.3715E-02 seconds\n", - " Reading cross sections = 2.8338E-02 seconds\n", - " Total time in simulation = 7.4003E+00 seconds\n", - " Time in transport only = 7.3543E+00 seconds\n", - " Time in inactive batches = 6.4307E-01 seconds\n", - " Time in active batches = 6.7572E+00 seconds\n", - " Time synchronizing fission bank = 4.9557E-03 seconds\n", - " Sampling source sites = 3.4097E-03 seconds\n", - " SEND/RECV source sites = 1.4729E-03 seconds\n", - " Time accumulating tallies = 1.0309E-04 seconds\n", - " Total time for finalization = 3.1860E-06 seconds\n", - " Total time elapsed = 7.4812E+00 seconds\n", - " Calculation Rate (inactive) = 77751.8 neutrons/second\n", - " Calculation Rate (active) = 29598.1 neutrons/second\n", + " Total time for initialization = 3.6247E-02 seconds\n", + " Reading cross sections = 2.9810E-03 seconds\n", + " Total time in simulation = 7.6874E+00 seconds\n", + " Time in transport only = 7.5290E+00 seconds\n", + " Time in inactive batches = 5.9831E-01 seconds\n", + " Time in active batches = 7.0890E+00 seconds\n", + " Time synchronizing fission bank = 5.0012E-03 seconds\n", + " Sampling source sites = 3.4413E-03 seconds\n", + " SEND/RECV source sites = 1.4835E-03 seconds\n", + " Time accumulating tallies = 1.1537E-04 seconds\n", + " Total time for finalization = 3.0480E-06 seconds\n", + " Total time elapsed = 7.7461E+00 seconds\n", + " Calculation Rate (inactive) = 83568.1 neutrons/second\n", + " Calculation Rate (active) = 28212.6 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", - " k-effective (Collision) = 1.02372 +/- 0.00236\n", - " k-effective (Track-length) = 1.02508 +/- 0.00260\n", - " k-effective (Absorption) = 1.02607 +/- 0.00165\n", - " Combined k-effective = 1.02576 +/- 0.00170\n", + " k-effective (Collision) = 1.02169 +/- 0.00234\n", + " k-effective (Track-length) = 1.02324 +/- 0.00248\n", + " k-effective (Absorption) = 1.02565 +/- 0.00155\n", + " Combined k-effective = 1.02525 +/- 0.00163\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] @@ -1374,8 +1374,8 @@ "output_type": "stream", "text": [ "Continuous-Energy keff = 1.024739\n", - "Multi-Group keff = 1.025758\n", - "bias [pcm]: -101.9\n" + "Multi-Group keff = 1.025255\n", + "bias [pcm]: -51.5\n" ] } ], @@ -1472,7 +1472,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 41, @@ -1481,9 +1481,9 @@ }, { "data": { - "image/png": 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QERHJOSUDIiIiOadkQEREJOeUDIiIiOSckgEREZGcUzIgIiKSc0oGREREck7J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\nlYKu9rG7jJHH7+GKnxi2cJd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"text/plain": [ - "" + "" ] }, "metadata": {}, diff --git a/openmc/filter.py b/openmc/filter.py index 623106bcf..3f070ba8e 100644 --- a/openmc/filter.py +++ b/openmc/filter.py @@ -1008,7 +1008,7 @@ class EnergyFilter(RealFilter): # them as necessary to account for other filters. lo_bins = np.repeat(self.bins[:-1], self.stride) hi_bins = np.repeat(self.bins[1:], self.stride) - tile_factor = data_size / len(lo_bins) + tile_factor = int(data_size / len(lo_bins)) lo_bins = np.tile(lo_bins, tile_factor) hi_bins = np.tile(hi_bins, tile_factor) diff --git a/openmc/mgxs/library.py b/openmc/mgxs/library.py index ec646b422..f5342e844 100644 --- a/openmc/mgxs/library.py +++ b/openmc/mgxs/library.py @@ -1151,14 +1151,12 @@ class Library(object): xsdata._absorption[i] = \ np.subtract(xsdata._total[i], np.sum(np.sum( xsdata._scatter_matrix[i][:, :, :], - axis=2), - axis=1)) + axis=2), axis=1)) elif representation == 'angle': xsdata._absorption[i] = \ np.subtract(xsdata._total[i], np.sum(np.sum( xsdata._scatter_matrix[i][:, :, :, :, :], - axis=4), - axis=3)) + axis=4), axis=3)) return xsdata diff --git a/openmc/mgxs/mdgxs.py b/openmc/mgxs/mdgxs.py index c43d5667b..f4cc8377a 100644 --- a/openmc/mgxs/mdgxs.py +++ b/openmc/mgxs/mdgxs.py @@ -175,13 +175,23 @@ class MDGXS(MGXS): else: return existing + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + return (0, 1, 3, 4) + else: + return (1, 2) + @property def delayed_groups(self): return self._delayed_groups @property def num_delayed_groups(self): - if self.delayed_groups == None: + if self.delayed_groups is None: return 1 else: return len(self.delayed_groups) @@ -189,7 +199,7 @@ class MDGXS(MGXS): @delayed_groups.setter def delayed_groups(self, delayed_groups): - if delayed_groups != None: + if delayed_groups is not None: cv.check_type('delayed groups', delayed_groups, list, int) cv.check_greater_than('num delayed groups', len(delayed_groups), 0) @@ -431,18 +441,7 @@ class MDGXS(MGXS): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # delayed group, and energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3, 4) - else: - dont_squeeze = (1, 2) - - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -681,7 +680,7 @@ class MDGXS(MGXS): string += '\t' + template.format('', group, bounds[0], bounds[1]) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, group - 1], rel_err_xs[pol, azi, group - 1]) string += '\n' @@ -691,7 +690,7 @@ class MDGXS(MGXS): for group in range(1, self.num_groups+1): bounds = self.energy_groups.get_group_bounds(group) string += template.format('', group, bounds[0], bounds[1]) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[group - 1], rel_err_xs[group - 1]) string += '\n' string += '\n' @@ -830,7 +829,6 @@ class MDGXS(MGXS): if self.by_nuclide and nuclides == 'sum': # Use tally summation to sum across all nuclides - query_nuclides = [nuclides] xs_tally = self.xs_tally.summation(nuclides=self.get_nuclides()) df = xs_tally.get_pandas_dataframe( distribcell_paths=distribcell_paths) @@ -858,45 +856,9 @@ class MDGXS(MGXS): else: df = df.drop('score', axis=1) - # Override polar and azimuthal bounds with indices - if self.num_polar > 1 or self.num_azimuthal > 1: - # First for polar - del df['polar high'] - df.rename(columns={'polar low': 'polar bin'}, inplace=True) - df_bins = df['polar bin'] - polar_bins = np.linspace(0., np.pi, num=self.num_polar + 1, - endpoint=True) - df['polar bin'] = np.searchsorted(polar_bins, df_bins) + 1 - - # Second for azimuthal - del df['azimuthal high'] - df.rename(columns={'azimuthal low': 'azimuthal bin'}, - inplace=True) - df_bins = df['azimuthal bin'] - azimuthal_bins = np.linspace(-np.pi, np.pi, - num=self.num_azimuthal + 1, - endpoint=True) - df['azimuthal bin'] = np.searchsorted(azimuthal_bins, df_bins) + 1 - columns = ['polar bin', 'azimuthal bin'] - else: - columns = [] - - # Override energy groups bounds with indices - if 'energy low [eV]' in df: - df.rename(columns={'energy low [eV]': 'group in'}, inplace=True) - df_bins = df['group in'] - df['group in'] = self.energy_groups.num_groups - \ - np.searchsorted(self.energy_groups.group_edges, df_bins) - del df['energy high [eV]'] - columns += ['group in'] - if 'energyout low [eV]' in df: - df.rename(columns={'energyout low [eV]': 'group out'}, - inplace=True) - df_bins = df['group out'] - df['group out'] = self.energy_groups.num_groups - \ - np.searchsorted(self.energy_groups.group_edges, df_bins) - del df['energyout high [eV]'] - columns += ['group out'] + # Convert azimuthal, polar, energy in and energy out bin values in to + # bin indices + columns = self._df_convert_columns_to_bins(df) # Select out those groups the user requested if not isinstance(groups, string_types): @@ -912,7 +874,7 @@ class MDGXS(MGXS): else: densities = self.get_nuclide_densities('sum') densities = np.repeat(densities, len(self.rxn_rate_tally.scores)) - tile_factor = df.shape[0] / len(densities) + tile_factor = int(df.shape[0] / len(densities)) df['mean'] /= np.tile(densities, tile_factor) df['std. dev.'] /= np.tile(densities, tile_factor) @@ -1439,17 +1401,7 @@ class ChiDelayed(MDGXS): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # and energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3, 4) - else: - dont_squeeze = (1, 2) - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -2069,6 +2021,16 @@ class MatrixMDGXS(MDGXS): """ + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + return (0, 1, 3, 4, 5) + else: + return (1, 2, 3) + @property def filters(self): # Create the non-domain specific Filters for the Tallies @@ -2268,17 +2230,7 @@ class MatrixMDGXS(MDGXS): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # and in/out energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3, 4, 5) - else: - dont_squeeze = (1, 2, 3) - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -2466,7 +2418,7 @@ class MatrixMDGXS(MDGXS): for out_group in range(1, self.num_groups + 1): string += '\t' + template.format( '', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, in_group - 1, out_group - 1], rel_err_xs[pol, azi, in_group - 1, @@ -2480,7 +2432,7 @@ class MatrixMDGXS(MDGXS): for out_group in range(1, self.num_groups + 1): string += template.format( '', in_group, out_group) - string += '{:.2e} +/- {:.2e}%'.format( + string += '{:.2e} +/- {:.2e}'.format( average_xs[in_group-1, out_group-1], rel_err_xs[in_group-1, out_group-1]) string += '\n' @@ -2512,7 +2464,7 @@ class MatrixMDGXS(MDGXS): for out_group in range(1, self.num_groups + 1): string += '\t' + template.format( '', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, in_group - 1, out_group - 1], rel_err_xs[pol, azi, in_group - 1, @@ -2526,7 +2478,7 @@ class MatrixMDGXS(MDGXS): for out_group in range(1, self.num_groups + 1): string += template.format('', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[in_group - 1, out_group - 1], rel_err_xs[in_group - 1, out_group - 1]) string += '\n' diff --git a/openmc/mgxs/mgxs.py b/openmc/mgxs/mgxs.py index de90d4397..aab440dc4 100644 --- a/openmc/mgxs/mgxs.py +++ b/openmc/mgxs/mgxs.py @@ -65,6 +65,39 @@ MU_TREATMENTS = ('legendre', 'histogram') _MAX_LEGENDRE = 10 +def _df_column_convert_to_bin(df, current_name, new_name, values_to_bin, + reverse_order=False): + """Convert a Pandas DataFrame column from the bin edges to an index for + each bin. This method operates on the DataFrame, df, in-place. + """ + + # Get the current values + df_bins = np.asarray(df[current_name]) + new_vals = np.zeros_like(df_bins, dtype=int) + # Replace the values with the index of the closest entry in values_to_bin + # The closest is used because it is expected that the values in df could + # have lost precision along the way + for i, df_val in enumerate(df_bins): + idx = np.searchsorted(values_to_bin, df_val) + # Check to make sure if the value is just above the search result + if idx > 0 and np.isclose(values_to_bin[idx - 1], df_val): + idx -= 1 + # If it is just below the search result then we are done + new_vals[i] = idx + # Switch to a one-based indexing + new_vals += 1 + + # Reverse the ordering if requested (this is for energy group ordering) + if reverse_order: + new_vals = (len(values_to_bin) - 1) - new_vals + 1 + + # Assign the values + df[current_name] = new_vals[:] + + # And rename the column + df.rename(columns={current_name: new_name}, inplace=True) + + @add_metaclass(ABCMeta) class MGXS(object): """An abstract multi-group cross section for some energy group structure @@ -232,7 +265,10 @@ class MGXS(object): return existing def _add_angle_filters(self, filters): - # Add the azimuthal and polar bins if needed. + """Add the azimuthal and polar bins to the MGXS filters if needed. + Filters will be provided as a ragged 2D list of openmc.Filter objects. + """ + if self.num_polar > 1 or self.num_azimuthal > 1: # Then the user has requested angular data, so create the bins pol_bins = np.linspace(0., np.pi, num=self.num_polar + 1, @@ -246,6 +282,75 @@ class MGXS(object): return filters + def _squeeze_xs(self, xs): + """Remove dimensions which are not needed from a cross section array + due to user options. This is used by the openmc.Mgxs.get_xs(...) method + """ + + # numpy.squeeze will return a ValueError if the axis has a size + # greater than 1, to avoid this we will try each axis one at a + # time to preclude the ValueError. + initial_shape = len(xs.shape) + for axis in range(initial_shape - 1, -1, -1): + if axis not in self._dont_squeeze and xs.shape[axis] == 1: + xs = np.squeeze(xs, axis=axis) + return xs + + def _df_convert_columns_to_bins(self, df): + """This method converts all relevant and present DataFrame columns from + their bin boundaries to the index for each bin. This method operates on + the DataFrame, df, in place. The method returns a list of the columns + in which it has operated on. + """ + # Override polar and azimuthal bounds with indices + if self.num_polar > 1 or self.num_azimuthal > 1: + # First for polar + bins = np.linspace(0., np.pi, self.num_polar + 1, True) + _df_column_convert_to_bin(df, 'polar low', 'polar bin', bins) + del df['polar high'] + + # Second for azimuthal + bins = np.linspace(-np.pi, np.pi, self.num_azimuthal + 1, True) + _df_column_convert_to_bin(df, 'azimuthal low', 'azimuthal bin', + bins) + del df['azimuthal high'] + columns = ['polar bin', 'azimuthal bin'] + else: + columns = [] + + # Override energy groups bounds with indices + if 'energy low [eV]' in df: + _df_column_convert_to_bin(df, 'energy low [eV]', 'group in', + self.energy_groups.group_edges, + reverse_order=True) + del df['energy high [eV]'] + columns += ['group in'] + if 'energyout low [eV]' in df: + _df_column_convert_to_bin(df, 'energyout low [eV]', 'group out', + self.energy_groups.group_edges, + reverse_order=True) + del df['energyout high [eV]'] + columns += ['group out'] + + if 'mu low' in df and hasattr(self, 'histogram_bins'): + # Only the ScatterMatrix class has the histogram_bins attribute + bins = np.linspace(-1., 1., self.histogram_bins + 1, True) + _df_column_convert_to_bin(df, 'mu low', 'mu bin', bins) + del df['mu high'] + columns += ['mu bin'] + + return columns + + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + return (0, 1, 3) + else: + return (1, ) + @property def name(self): return self._name @@ -936,17 +1041,7 @@ class MGXS(object): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # and energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3) - else: - dont_squeeze = (1, ) - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -1452,7 +1547,7 @@ class MGXS(object): bounds[0], bounds[1]) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, group - 1], rel_err_xs[pol, azi, group - 1]) string += '\n' @@ -1463,7 +1558,7 @@ class MGXS(object): bounds = self.energy_groups.get_group_bounds(group) string += template.format('', group, bounds[0], bounds[1]) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[group - 1], rel_err_xs[group - 1]) string += '\n' string += '\n' @@ -1758,44 +1853,9 @@ class MGXS(object): else: df = df.drop('score', axis=1) - # Override polar and azimuthal bounds with indices - if self.num_polar > 1 or self.num_azimuthal > 1: - # First for polar - del df['polar high'] - df.rename(columns={'polar low': 'polar bin'}, inplace=True) - df_bins = df['polar bin'] - pol_bins = np.linspace(0., np.pi, num=self.num_polar + 1, - endpoint=True) - df['polar bin'] = np.searchsorted(pol_bins, df_bins) + 1 - - # Second for azimuthal - del df['azimuthal high'] - df.rename(columns={'azimuthal low': 'azimuthal bin'}, - inplace=True) - df_bins = df['azimuthal bin'] - azi_bins = np.linspace(-np.pi, np.pi, num=self.num_azimuthal + 1, - endpoint=True) - df['azimuthal bin'] = np.searchsorted(azi_bins, df_bins) + 1 - columns = ['polar bin', 'azimuthal bin'] - else: - columns = [] - - # Override energy groups bounds with indices - if 'energy low [eV]' in df: - df.rename(columns={'energy low [eV]': 'group in'}, inplace=True) - df_bins = df['group in'] - df['group in'] = self.energy_groups.num_groups - \ - np.searchsorted(self.energy_groups.group_edges, df_bins) - del df['energy high [eV]'] - columns += ['group in'] - if 'energyout low [eV]' in df: - df.rename(columns={'energyout low [eV]': 'group out'}, - inplace=True) - df_bins = df['group out'] - df['group out'] = self.energy_groups.num_groups - \ - np.searchsorted(self.energy_groups.group_edges, df_bins) - del df['energyout high [eV]'] - columns += ['group out'] + # Convert azimuthal, polar, energy in and energy out bin values in to + # bin indices + columns = self._df_convert_columns_to_bins(df) # Select out those groups the user requested if not isinstance(groups, string_types): @@ -1811,7 +1871,7 @@ class MGXS(object): else: densities = self.get_nuclide_densities('sum') densities = np.repeat(densities, len(self.rxn_rate_tally.scores)) - tile_factor = df.shape[0] / len(densities) + tile_factor = int(df.shape[0] / len(densities)) df['mean'] /= np.tile(densities, tile_factor) df['std. dev.'] /= np.tile(densities, tile_factor) @@ -1949,6 +2009,16 @@ class MatrixMGXS(MGXS): The key used to index multi-group cross sections in an HDF5 data store """ + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + return (0, 1, 3, 4) + else: + return (1, 2) + @property def filters(self): # Create the non-domain specific Filters for the Tallies @@ -2127,17 +2197,7 @@ class MatrixMGXS(MGXS): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # and in/out energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3, 4) - else: - dont_squeeze = (1, 2) - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -2309,7 +2369,7 @@ class MatrixMGXS(MGXS): string += '\t' + template.format('', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, in_group - 1, out_group - 1], rel_err_xs[pol, azi, in_group - 1, @@ -2322,7 +2382,7 @@ class MatrixMGXS(MGXS): for in_group in range(1, self.num_groups + 1): for out_group in range(1, self.num_groups + 1): string += template.format('', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[in_group - 1, out_group - 1], rel_err_xs[in_group - 1, out_group - 1]) string += '\n' @@ -3797,6 +3857,22 @@ class ScatterMatrixXS(MatrixMGXS): clone._histogram_bins = self.histogram_bins return clone + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + if self.scatter_format == 'histogram': + return (0, 1, 3, 4, 5) + else: + return (0, 1, 3, 4) + else: + if self.scatter_format == 'histogram': + return (1, 2, 3) + else: + return (1, 2) + @property def correction(self): return self._correction @@ -4247,24 +4323,7 @@ class ScatterMatrixXS(MatrixMGXS): # out_groups, and, if needed, num_mu_bins dimension. These must # not be squeezed so 1-group, 1-angle problems have the correct # shape. - if self.num_polar > 1 or self.num_azimuthal > 1: - if self.scatter_format == 'histogram': - dont_squeeze = (0, 1, 3, 4, 5) - else: - dont_squeeze = (0, 1, 3, 4) - else: - if self.scatter_format == 'histogram': - dont_squeeze = (1, 2, 3) - else: - dont_squeeze = (1, 2) - - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs def get_pandas_dataframe(self, groups='all', nuclides='all', moment='all', @@ -4342,15 +4401,6 @@ class ScatterMatrixXS(MatrixMGXS): 'moment', moment, self.legendre_order, equality=True) df = df[df['moment'] == 'P{}'.format(moment)] - elif self.scatter_format == 'histogram': - # Replace the mu low and mu high columns with a single mu bin - df.rename(columns={'mu low': 'mu bins'}, inplace=True) - df_bins = df['mu bins'] - mu_bins = np.linspace(-1., 1., num=self.histogram_bins + 1, - endpoint=True) - df['mu bins'] = np.searchsorted(mu_bins, df_bins) + 1 - del df['mu high'] - return df def print_xs(self, subdomains='all', nuclides='all', @@ -4476,7 +4526,7 @@ class ScatterMatrixXS(MatrixMGXS): string += '\t' + template.format('', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[pol, azi, in_group - 1, out_group - 1], rel_err_xs[pol, azi, in_group - 1, @@ -4489,7 +4539,7 @@ class ScatterMatrixXS(MatrixMGXS): for in_group in range(1, self.num_groups + 1): for out_group in range(1, self.num_groups + 1): string += template.format('', in_group, out_group) - string += '{1:.2e} +/- {1:.2e}%'.format( + string += '{0:.2e} +/- {1:.2e}'.format( average_xs[in_group - 1, out_group - 1], rel_err_xs[in_group - 1, out_group - 1]) string += '\n' @@ -5047,6 +5097,16 @@ class Chi(MGXS): self._estimator = 'analog' self._valid_estimators = ['analog'] + @property + def _dont_squeeze(self): + """Create a tuple of axes which should not be removed during the get_xs + process + """ + if self.num_polar > 1 or self.num_azimuthal > 1: + return (0, 1, 3) + else: + return (1,) + @property def scores(self): return ['nu-fission', 'nu-fission'] @@ -5378,17 +5438,7 @@ class Chi(MGXS): if squeeze: # We want to squeeze out everything but the polar, azimuthal, # and energy group data. - if self.num_polar > 1 or self.num_azimuthal > 1: - dont_squeeze = (0, 1, 3) - else: - dont_squeeze = (1,) - # Squeeze will return a ValueError if the axis has a size - # greater than 1, so try each axis in axes one at a time, - # and do our own check to preclude the ValueError - initial_shape = len(xs.shape) - for axis in range(initial_shape - 1, -1, -1): - if axis not in dont_squeeze and xs.shape[axis] == 1: - xs = np.squeeze(xs, axis=axis) + xs = self._squeeze_xs(xs) return xs @@ -5443,7 +5493,7 @@ class Chi(MGXS): densities = self.get_nuclide_densities(nuclides) else: densities = self.get_nuclide_densities('sum') - tile_factor = df.shape[0] / len(densities) + tile_factor = int(df.shape[0] / len(densities)) df['mean'] *= np.tile(densities, tile_factor) df['std. dev.'] *= np.tile(densities, tile_factor)