{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook demonstrates some basic post-processing tasks that can be performed with the Python API, such as plotting a 2D mesh tally and plotting neutron source sites from an eigenvalue calculation. The problem we will use is a simple reflected pin-cell." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "from IPython.display import Image\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import openmc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generate Input Files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we need to define materials that will be used in the problem. Before defining a material, we must create nuclides that are used in the material." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Instantiate some Nuclides\n", "h1 = openmc.Nuclide('H1')\n", "b10 = openmc.Nuclide('B10')\n", "o16 = openmc.Nuclide('O16')\n", "u235 = openmc.Nuclide('U235')\n", "u238 = openmc.Nuclide('U238')\n", "zr90 = openmc.Nuclide('Zr90')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the nuclides we defined, we will now create three materials for the fuel, water, and cladding of the fuel pin." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# 1.6 enriched fuel\n", "fuel = openmc.Material(name='1.6% Fuel')\n", "fuel.set_density('g/cm3', 10.31341)\n", "fuel.add_nuclide(u235, 3.7503e-4)\n", "fuel.add_nuclide(u238, 2.2625e-2)\n", "fuel.add_nuclide(o16, 4.6007e-2)\n", "\n", "# borated water\n", "water = openmc.Material(name='Borated Water')\n", "water.set_density('g/cm3', 0.740582)\n", "water.add_nuclide(h1, 4.9457e-2)\n", "water.add_nuclide(o16, 2.4732e-2)\n", "water.add_nuclide(b10, 8.0042e-6)\n", "\n", "# zircaloy\n", "zircaloy = openmc.Material(name='Zircaloy')\n", "zircaloy.set_density('g/cm3', 6.55)\n", "zircaloy.add_nuclide(zr90, 7.2758e-3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With our three materials, we can now create a materials file object that can be exported to an actual XML file." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Instantiate a Materials collection\n", "materials_file = openmc.Materials((fuel, water, zircaloy))\n", "\n", "# Export to \"materials.xml\"\n", "materials_file.export_to_xml()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's move on to the geometry. Our problem will have three regions for the fuel, the clad, and the surrounding coolant. The first step is to create the bounding surfaces -- in this case two cylinders and six reflective planes." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Create cylinders for the fuel and clad\n", "fuel_outer_radius = openmc.ZCylinder(x0=0.0, y0=0.0, R=0.39218)\n", "clad_outer_radius = openmc.ZCylinder(x0=0.0, y0=0.0, R=0.45720)\n", "\n", "# Create boundary planes to surround the geometry\n", "# Use both reflective and vacuum boundaries to make life interesting\n", "min_x = openmc.XPlane(x0=-0.63, boundary_type='reflective')\n", "max_x = openmc.XPlane(x0=+0.63, boundary_type='reflective')\n", "min_y = openmc.YPlane(y0=-0.63, boundary_type='reflective')\n", "max_y = openmc.YPlane(y0=+0.63, boundary_type='reflective')\n", "min_z = openmc.ZPlane(z0=-0.63, boundary_type='reflective')\n", "max_z = openmc.ZPlane(z0=+0.63, boundary_type='reflective')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the surfaces defined, we can now create cells that are defined by intersections of half-spaces created by the surfaces." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Create a Universe to encapsulate a fuel pin\n", "pin_cell_universe = openmc.Universe(name='1.6% Fuel Pin')\n", "\n", "# Create fuel Cell\n", "fuel_cell = openmc.Cell(name='1.6% Fuel')\n", "fuel_cell.fill = fuel\n", "fuel_cell.region = -fuel_outer_radius\n", "pin_cell_universe.add_cell(fuel_cell)\n", "\n", "# Create a clad Cell\n", "clad_cell = openmc.Cell(name='1.6% Clad')\n", "clad_cell.fill = zircaloy\n", "clad_cell.region = +fuel_outer_radius & -clad_outer_radius\n", "pin_cell_universe.add_cell(clad_cell)\n", "\n", "# Create a moderator Cell\n", "moderator_cell = openmc.Cell(name='1.6% Moderator')\n", "moderator_cell.fill = water\n", "moderator_cell.region = +clad_outer_radius\n", "pin_cell_universe.add_cell(moderator_cell)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "OpenMC requires that there is a \"root\" universe. Let us create a root cell that is filled by the pin cell universe and then assign it to the root universe." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Create root Cell\n", "root_cell = openmc.Cell(name='root cell')\n", "root_cell.fill = pin_cell_universe\n", "\n", "# Add boundary planes\n", "root_cell.region = +min_x & -max_x & +min_y & -max_y & +min_z & -max_z\n", "\n", "# Create root Universe\n", "root_universe = openmc.Universe(universe_id=0, name='root universe')\n", "root_universe.add_cell(root_cell)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now must create a geometry that is assigned a root universe, put the geometry into a geometry file, and export it to XML." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Create Geometry and set root Universe\n", "geometry = openmc.Geometry()\n", "geometry.root_universe = root_universe" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Export to \"geometry.xml\"\n", "geometry.export_to_xml()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the geometry and materials finished, we now just need to define simulation parameters. In this case, we will use 10 inactive batches and 90 active batches each with 5000 particles." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# OpenMC simulation parameters\n", "batches = 100\n", "inactive = 10\n", "particles = 5000\n", "\n", "# Instantiate a Settings object\n", "settings_file = openmc.Settings()\n", "settings_file.batches = batches\n", "settings_file.inactive = inactive\n", "settings_file.particles = particles\n", "\n", "# Create an initial uniform spatial source distribution over fissionable zones\n", "bounds = [-0.63, -0.63, -0.63, 0.63, 0.63, 0.63]\n", "uniform_dist = openmc.stats.Box(bounds[:3], bounds[3:], only_fissionable=True)\n", "settings_file.source = openmc.source.Source(space=uniform_dist)\n", "\n", "# Export to \"settings.xml\"\n", "settings_file.export_to_xml()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us also create a plot file that we can use to verify that our pin cell geometry was created successfully." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Instantiate a Plot\n", "plot = openmc.Plot(plot_id=1)\n", "plot.filename = 'materials-xy'\n", "plot.origin = [0, 0, 0]\n", "plot.width = [1.26, 1.26]\n", "plot.pixels = [250, 250]\n", "plot.color = 'mat'\n", "\n", "# Instantiate a Plots collection and export to \"plots.xml\"\n", "plot_file = openmc.Plots([plot])\n", "plot_file.export_to_xml()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the plots.xml file, we can now generate and view the plot. OpenMC outputs plots in .ppm format, which can be converted into a compressed format like .png with the convert utility." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Run openmc in plotting mode\n", "openmc.plot_geometry(output=False)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPoAAAD6AgMAAAD1grKuAAAABGdBTUEAALGPC/xhBQAAACBjSFJN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\n9vVkGQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Convert OpenMC's funky ppm to png\n", "!convert materials-xy.ppm materials-xy.png\n", "\n", "# Display the materials plot inline\n", "Image(filename='materials-xy.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see from the plot, we have a nice pin cell with fuel, cladding, and water! Before we run our simulation, we need to tell the code what we want to tally. The following code shows how to create a 2D mesh tally." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Instantiate an empty Tallies object\n", "tallies_file = openmc.Tallies()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Create mesh which will be used for tally\n", "mesh = openmc.Mesh()\n", "mesh.dimension = [100, 100]\n", "mesh.lower_left = [-0.63, -0.63]\n", "mesh.upper_right = [0.63, 0.63]\n", "\n", "# Create mesh filter for tally\n", "mesh_filter = openmc.MeshFilter(mesh)\n", "\n", "# Create mesh tally to score flux and fission rate\n", "tally = openmc.Tally(name='flux')\n", "tally.filters = [mesh_filter]\n", "tally.scores = ['flux', 'fission']\n", "tallies_file.append(tally)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Export to \"tallies.xml\"\n", "tallies_file.export_to_xml()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we a have a complete set of inputs, so we can go ahead and run our simulation." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " %%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%\n", " %%%%%%%%%%%%%%%%%%%%%%%%\n", " ############### %%%%%%%%%%%%%%%%%%%%%%%%\n", " ################## %%%%%%%%%%%%%%%%%%%%%%%\n", " ################### %%%%%%%%%%%%%%%%%%%%%%%\n", " #################### %%%%%%%%%%%%%%%%%%%%%%\n", " ##################### %%%%%%%%%%%%%%%%%%%%%\n", " ###################### %%%%%%%%%%%%%%%%%%%%\n", " ####################### %%%%%%%%%%%%%%%%%%\n", " ####################### %%%%%%%%%%%%%%%%%\n", " ###################### %%%%%%%%%%%%%%%%%\n", " #################### %%%%%%%%%%%%%%%%%\n", " ################# %%%%%%%%%%%%%%%%%\n", " ############### %%%%%%%%%%%%%%%%\n", " ############ %%%%%%%%%%%%%%%\n", " ######## %%%%%%%%%%%%%%\n", " %%%%%%%%%%%\n", "\n", " | The OpenMC Monte Carlo Code\n", " Copyright | 2011-2016 Massachusetts Institute of Technology\n", " License | http://openmc.readthedocs.io/en/latest/license.html\n", " Version | 0.8.0\n", " Git SHA1 | b02fa21928a37a2254bec13c9802ff8173b6aefd\n", " Date/Time | 2016-09-29 23:07:45\n", " MPI Processes | 1\n", "\n", " ===========================================================================\n", " ========================> INITIALIZATION <=========================\n", " ===========================================================================\n", "\n", " Reading settings XML file...\n", " Reading geometry XML file...\n", " Reading cross sections XML file...\n", " Reading materials XML file...\n", " Reading U235 from /home/smharper/openmc/data/nndc_hdf5/U235.h5\n", " Reading U238 from /home/smharper/openmc/data/nndc_hdf5/U238.h5\n", " Reading O16 from /home/smharper/openmc/data/nndc_hdf5/O16.h5\n", " Reading H1 from /home/smharper/openmc/data/nndc_hdf5/H1.h5\n", " Reading B10 from /home/smharper/openmc/data/nndc_hdf5/B10.h5\n", " Reading Zr90 from /home/smharper/openmc/data/nndc_hdf5/Zr90.h5\n", " Maximum neutron transport energy: 20.0000 MeV for U235\n", " Reading tallies XML file...\n", " Building neighboring cells lists for each surface...\n", " Initializing source particles...\n", "\n", " ===========================================================================\n", " ====================> K EIGENVALUE SIMULATION <====================\n", " ===========================================================================\n", "\n", " Bat./Gen. k Average k \n", " ========= ======== ==================== \n", " 1/1 1.04359 \n", " 2/1 1.04244 \n", " 3/1 1.03020 \n", " 4/1 1.03630 \n", " 5/1 1.06478 \n", " 6/1 1.05450 \n", " 7/1 1.02369 \n", " 8/1 1.03614 \n", " 9/1 1.05193 \n", " 10/1 1.02886 \n", " 11/1 1.05011 \n", " 12/1 1.04597 1.04804 +/- 0.00207\n", " 13/1 1.07035 1.05548 +/- 0.00753\n", " 14/1 1.06150 1.05698 +/- 0.00554\n", " 15/1 1.07094 1.05977 +/- 0.00512\n", " 16/1 1.05131 1.05836 +/- 0.00441\n", " 17/1 1.04733 1.05679 +/- 0.00405\n", " 18/1 1.08130 1.05985 +/- 0.00465\n", " 19/1 1.02559 1.05605 +/- 0.00560\n", " 20/1 1.03399 1.05384 +/- 0.00547\n", " 21/1 1.04617 1.05314 +/- 0.00500\n", " 22/1 1.06981 1.05453 +/- 0.00477\n", " 23/1 1.05270 1.05439 +/- 0.00439\n", " 24/1 1.02487 1.05228 +/- 0.00458\n", " 25/1 1.05905 1.05273 +/- 0.00429\n", " 26/1 1.07658 1.05422 +/- 0.00428\n", " 27/1 1.03455 1.05307 +/- 0.00418\n", " 28/1 1.00971 1.05066 +/- 0.00462\n", " 29/1 1.06111 1.05121 +/- 0.00440\n", " 30/1 1.01777 1.04954 +/- 0.00450\n", " 31/1 1.04718 1.04942 +/- 0.00428\n", " 32/1 1.03340 1.04870 +/- 0.00415\n", " 33/1 1.04570 1.04857 +/- 0.00397\n", " 34/1 1.02728 1.04768 +/- 0.00390\n", " 35/1 1.02852 1.04691 +/- 0.00382\n", " 36/1 1.03242 1.04636 +/- 0.00371\n", " 37/1 1.01479 1.04519 +/- 0.00376\n", " 38/1 1.06045 1.04573 +/- 0.00366\n", " 39/1 1.03810 1.04547 +/- 0.00354\n", " 40/1 1.05281 1.04571 +/- 0.00343\n", " 41/1 1.03941 1.04551 +/- 0.00332\n", " 42/1 1.04049 1.04535 +/- 0.00322\n", " 43/1 1.04586 1.04537 +/- 0.00312\n", " 44/1 1.05437 1.04563 +/- 0.00304\n", " 45/1 1.03445 1.04531 +/- 0.00297\n", " 46/1 1.05104 1.04547 +/- 0.00289\n", " 47/1 1.00773 1.04445 +/- 0.00299\n", " 48/1 1.06879 1.04509 +/- 0.00298\n", " 49/1 1.06625 1.04564 +/- 0.00295\n", " 50/1 1.02641 1.04515 +/- 0.00292\n", " 51/1 1.05701 1.04544 +/- 0.00286\n", " 52/1 1.02868 1.04504 +/- 0.00282\n", " 53/1 1.04592 1.04506 +/- 0.00275\n", " 54/1 1.05757 1.04535 +/- 0.00271\n", " 55/1 1.02329 1.04486 +/- 0.00269\n", " 56/1 1.04116 1.04478 +/- 0.00263\n", " 57/1 1.01990 1.04425 +/- 0.00263\n", " 58/1 1.06202 1.04462 +/- 0.00260\n", " 59/1 1.03550 1.04443 +/- 0.00255\n", " 60/1 1.01383 1.04382 +/- 0.00258\n", " 61/1 1.04111 1.04377 +/- 0.00253\n", " 62/1 1.02061 1.04332 +/- 0.00252\n", " 63/1 1.00456 1.04259 +/- 0.00257\n", " 64/1 1.02277 1.04222 +/- 0.00255\n", " 65/1 1.04544 1.04228 +/- 0.00251\n", " 66/1 1.04487 1.04233 +/- 0.00246\n", " 67/1 1.02699 1.04206 +/- 0.00243\n", " 68/1 1.06160 1.04240 +/- 0.00241\n", " 69/1 1.02989 1.04218 +/- 0.00238\n", " 70/1 1.03107 1.04200 +/- 0.00235\n", " 71/1 1.06571 1.04239 +/- 0.00234\n", " 72/1 1.03444 1.04226 +/- 0.00231\n", " 73/1 1.05059 1.04239 +/- 0.00228\n", " 74/1 1.03352 1.04225 +/- 0.00224\n", " 75/1 1.03707 1.04217 +/- 0.00221\n", " 76/1 1.02994 1.04199 +/- 0.00219\n", " 77/1 1.05416 1.04217 +/- 0.00216\n", " 78/1 1.03794 1.04211 +/- 0.00213\n", " 79/1 1.04652 1.04217 +/- 0.00210\n", " 80/1 1.05715 1.04239 +/- 0.00208\n", " 81/1 1.08146 1.04294 +/- 0.00212\n", " 82/1 1.02159 1.04264 +/- 0.00211\n", " 83/1 1.01968 1.04233 +/- 0.00211\n", " 84/1 1.05577 1.04251 +/- 0.00209\n", " 85/1 1.07808 1.04298 +/- 0.00211\n", " 86/1 1.03943 1.04293 +/- 0.00209\n", " 87/1 1.03431 1.04282 +/- 0.00206\n", " 88/1 1.02414 1.04258 +/- 0.00205\n", " 89/1 1.02316 1.04234 +/- 0.00204\n", " 90/1 1.03342 1.04223 +/- 0.00202\n", " 91/1 1.02781 1.04205 +/- 0.00200\n", " 92/1 1.01293 1.04169 +/- 0.00201\n", " 93/1 1.04347 1.04171 +/- 0.00198\n", " 94/1 1.05357 1.04186 +/- 0.00196\n", " 95/1 1.04740 1.04192 +/- 0.00194\n", " 96/1 1.05215 1.04204 +/- 0.00192\n", " 97/1 1.06667 1.04232 +/- 0.00192\n", " 98/1 1.04926 1.04240 +/- 0.00190\n", " 99/1 1.05386 1.04253 +/- 0.00188\n", " 100/1 1.05088 1.04262 +/- 0.00186\n", " Creating state point statepoint.100.h5...\n", "\n", " ===========================================================================\n", " ======================> SIMULATION FINISHED <======================\n", " ===========================================================================\n", "\n", "\n", " =======================> TIMING STATISTICS <=======================\n", "\n", " Total time for initialization = 2.8200E-01 seconds\n", " Reading cross sections = 1.6600E-01 seconds\n", " Total time in simulation = 5.2353E+02 seconds\n", " Time in transport only = 5.2348E+02 seconds\n", " Time in inactive batches = 1.0704E+01 seconds\n", " Time in active batches = 5.1282E+02 seconds\n", " Time synchronizing fission bank = 1.7000E-02 seconds\n", " Sampling source sites = 1.5000E-02 seconds\n", " SEND/RECV source sites = 1.0000E-03 seconds\n", " Time accumulating tallies = 2.5000E-02 seconds\n", " Total time for finalization = 2.4000E-01 seconds\n", " Total time elapsed = 5.2408E+02 seconds\n", " Calculation Rate (inactive) = 4671.15 neutrons/second\n", " Calculation Rate (active) = 877.497 neutrons/second\n", "\n", " ============================> RESULTS <============================\n", "\n", " k-effective (Collision) = 1.04214 +/- 0.00161\n", " k-effective (Track-length) = 1.04262 +/- 0.00186\n", " k-effective (Absorption) = 1.04338 +/- 0.00158\n", " Combined k-effective = 1.04278 +/- 0.00122\n", " Leakage Fraction = 0.00000 +/- 0.00000\n", "\n" ] }, { "data": { "text/plain": [ "0" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Run OpenMC!\n", "openmc.run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tally Data Processing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our simulation ran successfully and created a statepoint file with all the tally data in it. We begin our analysis here loading the statepoint file and 'reading' the results. By default, data from the statepoint file is only read into memory when it is requested. This helps keep the memory use to a minimum even when a statepoint file may be huge." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [], "source": [ "# Load the statepoint file\n", "sp = openmc.StatePoint('statepoint.100.h5')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we need to get the tally, which can be done with the ``StatePoint.get_tally(...)`` method." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tally\n", "\tID =\t10000\n", "\tName =\tflux\n", "\tFilters =\t\n", " \t\tMeshFilter\t[10000]\n", "\tNuclides =\ttotal \n", "\tScores =\t['flux', 'fission']\n", "\tEstimator =\ttracklength\n", "\n" ] } ], "source": [ "tally = sp.get_tally(scores=['flux'])\n", "print(tally)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The statepoint file actually stores the sum and sum-of-squares for each tally bin from which the mean and variance can be calculated as described [here](http://mit-crpg.github.io/openmc/methods/tallies.html#variance). The sum and sum-of-squares can be accessed using the ``sum`` and ``sum_sq`` properties:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([[[ 0.40945685, 0. ]],\n", "\n", " [[ 0.41078582, 0. ]],\n", "\n", " [[ 0.40926432, 0. ]],\n", "\n", " ..., \n", " [[ 0.41362317, 0. ]],\n", "\n", " [[ 0.41335428, 0. ]],\n", "\n", " [[ 0.41420317, 0. ]]])" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tally.sum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, the mean and standard deviation of the mean are usually what you are more interested in. The Tally class also has properties ``mean`` and ``std_dev`` which automatically calculate these statistics on-the-fly." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(10000, 1, 2)\n" ] }, { "data": { "text/plain": [ "(array([[[ 0.00454952, 0. ]],\n", " \n", " [[ 0.00456429, 0. ]],\n", " \n", " [[ 0.00454738, 0. ]],\n", " \n", " ..., \n", " [[ 0.00459581, 0. ]],\n", " \n", " [[ 0.00459283, 0. ]],\n", " \n", " [[ 0.00460226, 0. ]]]),\n", " array([[[ 1.64748193e-05, 0.00000000e+00]],\n", " \n", " [[ 1.74996463e-05, 0.00000000e+00]],\n", " \n", " [[ 1.74392771e-05, 0.00000000e+00]],\n", " \n", " ..., \n", " [[ 1.73541566e-05, 0.00000000e+00]],\n", " \n", " [[ 1.67854889e-05, 0.00000000e+00]],\n", " \n", " [[ 2.06590062e-05, 0.00000000e+00]]]))" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(tally.mean.shape)\n", "(tally.mean, tally.std_dev)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The tally data has three dimensions: one for filter combinations, one for nuclides, and one for scores. We see that there are 10000 filter combinations (corresponding to the 100 x 100 mesh bins), a single nuclide (since none was specified), and two scores. If we only want to look at a single score, we can use the ``get_slice(...)`` method as follows." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tally\n", "\tID =\t10001\n", "\tName =\tflux\n", "\tFilters =\t\n", " \t\tMeshFilter\t[10000]\n", "\tNuclides =\ttotal \n", "\tScores =\t['flux']\n", "\tEstimator =\ttracklength\n", "\n" ] } ], "source": [ "flux = tally.get_slice(scores=['flux'])\n", "fission = tally.get_slice(scores=['fission'])\n", "print(flux)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To get the bins into a form that we can plot, we can simply change the shape of the array since it is a numpy array." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [], "source": [ "flux.std_dev.shape = (100, 100)\n", "flux.mean.shape = (100, 100)\n", "fission.std_dev.shape = (100, 100)\n", "fission.mean.shape = (100, 100)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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B68YhP5Rf44fF11CVDEcJSBWNSFhMkyqfjt9gPiqRjnU0NaGxfY6jzxkNm4wv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8Y1vjAIpMEUi6HIpy54IiHA4JJ4+qw8scYOl3nMltzgu/INivRZFvs0RqfMP2iRPZzQLhQ4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\nmZODBTQjodbo4NYnKKSzAQ4B+6wQYrDIIf7E4bu9L9EeNmi7dWJDY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jo6KCkyknjHDmnT\noMEJtQsn1JdOqNEmz4gAkyZzJJpGaquoRoIjplTCHkvBMWveHvNJixgd6UsQEs1IaOtVcozxsU6H\nLEXm1RNCQ0XJKSSqiq1OWfKPztrKGRkZ55RzE/CbSoM3Jl+hE1VRqhFaISBfGWA5Ae2jOYLQRjYE\nXIXG0gmfM9+h7TfY72zgJSnz9SPs/ISeVQQdrhfvsuru8b68yfvBDRzdwzUmzNFkhdlKbIng6WiT\nbz35w+yzRP3CMZYzxWFKQYzwRBE0iV7ysfITgrcckrccoqHB04NLJIGKv2cRSslexWTQKNNeqmG5\nHse9ZcKhxfXGPRzb+7Ata5xotKMqvW4NeaJzbCzxpH6B6ESn+04dnqiQCpTVBGPOxy0NqaotljjA\nwmeMS73S5Mv2b3LHv8Gb/ucZGzncwoiq1WFObeIMPey3PGgKkjcNYiOhvD7kUukxzWieie9yT7nC\nPyp/ne6gzq3jV9DMiMFikdhQKTKgTos8QxbMIyY3cgQLBsfvLuE7DrI0WycgJilaGqNGCWIsmXZd\n9lprNMMF1E5CGipMlnLo8xGXvviAV7/8Jrd+7QV+8FdeQP0TKda8j2tPMAmpxD2McUQkNIZRgRiN\nTbFFI23xfvdl3u7+GO7CEMcZMYryDP0CtuGRU8ZEE4vxcYFplGNiu1h5j6f6BrGpssw+czQxCYjQ\n2WOFPVboOBUa+iGeahGoBiY+OUZY+BgUUHyJ3Negp2EaEcVcH9v3ufLuFu9dOcEpTDGuRQgtRXFB\nnQ+QpkKS6HhPcxz/soH0NBZ++oiFpSPmOKbAiA4VNCLUhQTxOVDXkll2gz9gtXfAYtLENENSEXJ5\nusVc0OJi8QknepVj5jli4cOaCjWlw+v6m6Al+K6JOfFYHe2ftZUzMjLOKech4FsAk4lk7902YTDC\nrI6xyxNMRpBO4WgeDuegqcIUkpNbhHfuEtAiOl4kVUrI+R1kcUJ6+sxU8gOQO0SBZBLp9IwjLOMI\nXezhsE+TLgETHjR9Hjye0pJ9ZP+A0nx3lrsdF0h7bRjXoTSB0hj5wEXecmEwZvjO9qzQzz4kEqIS\nBA2P8LiD4QYMTgQMFY4bR+w2OuhE6EQ0w0OG4RPGnT5x0wRTotQjaEP6XhcONCiCFDHsjpHugJAH\njHnEBIlyWn3NJED4HtLTkGoO7DGRvsuQJ4RbIcHt2zAaIN+/Rez6eN37DLpbTPwGnlfn0Ohwy0oY\n9AJ2Dzvoeoh2NEAvzZaIzeFzQIsBWwSEiHgAoybSa0JTAR/iUQt/cETQt0kfdom7OcYJMAXazKaa\n22D1p4jltxALbxEeKwzecjEXQ5SbIyZzW0SDKaP3HxM/qhMLjaZ9hDNokWdEGJh0DivsduZwFwc4\nCyM8f8rUG5EzxiR2H7/n0D+qEcY25EDmPNqFNorbxGQfiz0m+GjEbFPkKVNSDoADEkwiHMYc0GYP\ng5AOEcOuJLyvkvQLTIP79Jvb+P2A7bdGtMd7+NN7RN4YGbaQCcgghFRBBibJbZXp2zAYtxlcfMKg\ntIVOG58JPYpMcAgPfWR/SKBsM4i3OAkP2el08fFmpYqVBLwBEWOGxQGjfI8mKdvYbNNniwH3Yo93\nU4mlgK+COQg5uu/9kK/OMaf6TtsRnnt8Mp2fNs+K1vOus/3BHz/S80JK+S9Wy48SIMTPAH/rTEVk\nZPz+41+WUv78WYv4/yPzfUbGp86P9Px5CPhV4CeBp8yGUhkZGf/8WMA68KtSys6POPfMyHyfkfGp\n8bv2/JkH/IyMjIyMjIx/8WSdNjIyMjIyMp4DsoCfkZGRkZHxHJAF/IyMjIyMjOeALOBnZGRkZGQ8\nB2QBPyMjIyMj4zngXAR8IcS/JYTYFkJ4QojvCSFeP2M9f1EI8aYQYiiEaAoh/o4Q4vLHzjGFEH9V\nCNEWQoyEEL8ohGicleZTTf++ECIVQvzsedMphFgUQvzcqY6pEOKWEOJzHzvnPxNCHJ4e/zUhxMUz\n0KkIIf5zIcTWqY7HQoj/6BPOO3OtzzKZ5z8dzrPnT7Wce98/V56XUp7pBvxZZnm4fw64CvxPQBeo\nnaGmXwb+FeAaszZJf59ZvrD9kXP+x9N9XwFeAb4DvHGGml8HtoB3gZ89TzqBErAN/C/Aq8Aa8A1g\n4yPn/Hun3/sfB24CvwQ8AYzPWOt/AJwAfwRYBf40MAT+7fOm9VndMs9/aprPredPdTwTvn+ePH/2\nAuB7wF/+yGsB7AN/4ay1fURTDUiBL52+LgAB8Kc+cs6V03M+fwb6csAD4OvAP/7A/OdFJ/CXgG//\niHMOgX/3I68LgAd88zP+LP8e8D9/bN8vAn/jvGl9VrfM85+KvnPt+dP/95nw/fPk+TOd0hdC6MxG\nfr/xwT45+zR/HfjCWen6BEqAZDbCg5lmjR/W/QDY5Wx0/1Xg70kpv/Wx/a9xPnT+FPCWEOJvn06X\nviOE+PMfHBRCbADzH9M5BH7nM9YJs7uhHxdCXDrV9hLwB5ndAZ43rc8cmec/Nc675+HZ8f1z4/mz\nbp5TA1Sg+bH9TWaj0jNHCCGA/w74J1LKu6e754Hw9Ev/KM3TY5+lvp8GXmZm9I8zx/nQuQn8G8B/\nA/wXwOeB/14IEUgpf+5Ui+STfwef6efJ7K6kANwXQiTM1rn8h1LK/+P0+HnS+iySef73ru9Z8Dw8\nO75/bjx/1gH/WeCvAdeBL521kI8jhFhmdmH6hpQyOms9/wwU4E0p5X98+vqWEOIm8K8DP3d2sj6R\nPwv8DPDTwF1mF9a/LIQ4PL1IZfz+J/P8p8Oz4vvnxvNnvUq/DSTMRqUfZQ44/uzl/DBCiP8B+GPA\nV6WUhx85dAwYQojCx/7JZ637VaAOvCOEiIQQEbOFOv+OECJkNgI1z4HOI+Dex/bdY7ZAhlMtgvPx\nO/ivgf9KSvkLUso7Usq/Bfy3wF88PX6etD6LZJ7/vfGseB6eHd8/N54/04B/OkJ9G/jxD/adTqf9\nOLPnKmfGqfH/JPA1KeXuxw6/zazb+0d1X2H2Q/7uZyZy9tzzBWYj0pdOt7eAv/mRv6NzoPO3+f9O\n114BdgCklNvMjPNRnQXgD/DZ/w4cZtN3HyXl1CvnTOszR+b53zPPiufh2fH98+P5s141CHwTmPLD\nKTodoH6Gmv4a0AO+zGwU98FmfeycbeCrzEbdv80Zpuh8RNeHK3bPi05mzxoDZiPmC8ymz0bAT3/k\nnL9w+r3/FLML2i8Bj/js0/L+OrMFTn+MWRrRn2KWsvNfnjetz+qWef5T137uPH+q45nw/fPk+TMX\ncPph/pvM8kY9ZqPQ185YT8ps2vHj25/7yDkm8FeYTVGOgF8AGufgs/zWx8x/LnSemukHpxf6O8C/\n9gnn/CfM0l+mwK8CF89Apwv87OkFc3Jq6v8U0M6b1md5yzz/qWo/l54/1XLuff88eV6cvpGMjIyM\njIyM38ec9aK9jIyMjIyMjM+ALOBnZGRkZGQ8B2QBPyMjIyMj4zkgC/gZGRkZGRnPAVnAz8jIyMjI\neA7IAn5GRkZGRsZzQBbwMzIyMjIyngOygJ+RkZGRkfEckAX8jIyMjIyM54As4GdkZGRkZDwHZAE/\nIyMjIyPjOeD/BUp5HFVI+y+WAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.subplot(121)\n", "fig.imshow(flux.mean)\n", "fig2 = plt.subplot(122)\n", "fig2.imshow(fission.mean)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's say we want to look at the distribution of relative errors of our tally bins for flux. First we create a new variable called ``relative_error`` and set it to the ratio of the standard deviation and the mean, being careful not to divide by zero in case some bins were never scored to." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Determine relative error\n", "relative_error = np.zeros_like(flux.std_dev)\n", "nonzero = flux.mean > 0\n", "relative_error[nonzero] = flux.std_dev[nonzero] / flux.mean[nonzero]\n", "\n", "# distribution of relative errors\n", "ret = plt.hist(relative_error[nonzero], bins=50)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Source Sites" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Source sites can be accessed from the ``source`` property. As shown below, the source sites are represented as a numpy array with a structured datatype." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([ (1.0, [-0.1382758052991497, -0.3512177196880901, -0.33148352853135243], [0.4185689312254184, 0.515870835450486, -0.7474472094699589], 0.12980877137486158, 0),\n", " (1.0, [-0.1382758052991497, -0.3512177196880901, -0.33148352853135243], [-0.7887279871402189, -0.41474066458733805, -0.4537602268152112], 0.9055673129689725, 0),\n", " (1.0, [-0.037141545763691594, 0.3164763430804079, -0.13705878399440294], [0.3855911650385466, 0.7867859791128493, -0.48196190359368796], 0.996776361155944, 0),\n", " ...,\n", " (1.0, [0.10735654583359178, -0.007276312264885898, -0.05173760352485271], [0.5349120379020222, -0.015907381482490993, 0.8447579931091957], 0.8409377635712494, 0),\n", " (1.0, [-0.048566216245400286, 0.29160532148505824, 0.31942717397594755], [0.6200960701401188, -0.409911862042636, 0.6689193741801173], 3.8787384499997857, 0),\n", " (1.0, [0.07888442268099938, -0.14443885526015943, 0.3095767587545024], [0.373899151360205, 0.18819594431853104, 0.9081749342247754], 4.776147593645684, 0)], \n", " dtype=[('wgt', '" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create log-spaced energy bins from 1 keV to 100 MeV\n", "energy_bins = np.logspace(-3,1)\n", "\n", "# Calculate pdf for source energies\n", "probability, bin_edges = np.histogram(sp.source['E'], energy_bins, density=True)\n", "\n", "# Make sure integrating the PDF gives us unity\n", "print(sum(probability*np.diff(energy_bins)))\n", "\n", "# Plot source energy PDF\n", "plt.semilogx(energy_bins[:-1], probability*np.diff(energy_bins), linestyle='steps')\n", "plt.xlabel('Energy (MeV)')\n", "plt.ylabel('Probability/MeV')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's also look at the spatial distribution of the sites. To make the plot a little more interesting, we can also include the direction of the particle emitted from the source and color each source by the logarithm of its energy." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(-0.5, 0.5)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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pkDjWRrTjiuILMe0JhqCWENkFYvtCdA9aMY5khtNAHqXcSqS+BUHT+iB31CPf2ITuseHw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hh3QeevwTiIkEvQaikhqciInNkMxy5F8zwN+xeDCt3jemP9vBZ76FZMZ+zwylUQaQTVAEN2w+h5\naKNawb8LUeqCqmuIOgqRuAiRrIfn30P65CVEfx/q+iS2PjSJhqJUxoop4NuF6XQr9gE9GBmtp8v0\nNTuTDmN4ZCQFE1qQe91OrfYMKZ/vRhjDOFvPkDutFy82HeU39iSi1jHcstOLtvFz6OyAmbGCG2x5\nCvapkOKA5P4E195MKNUH2jHqZ4ZIC9dwnHE/zm9/sM+XSH/xG6oerER1xla4mhbC2V2F5uhgijWC\npgnalXgMJaNQhYY0+SFw2BCRGqw5WVifbAVmQRK03u4gYYUGxmTa+l6PK/grRJGKbflehEVB7i9g\nzUdgXgcmmeiocYjsS3CLM0SHF6MtW4nItCO6SwnIdnq5uujV6aVkeG/6N5TQMaI37ToH8e/qOPfw\nPHwz9uNc30nqJ800ZadSnzcC9/pjtA900Dy6lpDTQfZ6D866TxCBJvhoKgycw7Cl76HZ5kFcCpre\nBFEbRCoQ3mS48hPw3QP+ndCig4gEvQ6C7UkY9gxs7gmWFKgJIZ6bDjoL5PipuGEARns86e3p0J4B\nM34eE8hzHoM37odMQbTkFJGvp2J/6EN0bc+C/zDULYLWbtjWDMN9YGuBjjj4bhmsexvNmQghUEdF\nEPHDkBtbEEn9kc99mqRs6Kk+zMZJo5lap6FKnUhkoCTZ2XKbYOY1E4mWW+n+MpPqm99C54hyzZ1P\nsHIOzNn0FX73OdhsWf88mXOWfxv+YcpbxFwlhwBP/+GYpmmaEGIDMOpvvIyV2Dtx+99/hP8mpPaF\nnjOgcg98eB1c9gboTeDthBcGwaEWmHIBFI6ANWOB5SBHiUTX4HL8DEPbNSjLLkS+YRukTEfb+y3B\nor1YHxuIYfsJ6DcHzC6w9gPXWAQCO3fgzVmIc28T5oSfQ3YdVH8G+NEZFYo2t+IPa1h37afGXUW4\ntx1r6Fk6Ax9iE260SCK2QD2i7ghsOw57vXBeKnSWgtYOib3BnwCb1sPlRjjmBmMV0ogn4MzXkL6J\nsDhMNMVK8z0OUlv7ojW8gdYRwp9vJDRwNNaU55CbNqF7ehGcOQ5CA5sFXj8FcRloaIQ3Xs2pYRnI\n+U7iX/mKuIKnkSQZoYVBdELvKsQ3ucglu6ltyiGu/3Wx77z0PvCqGHJmoRhyyS/7iLyy92g52IPT\nQy0cTP818XUaJly4dR1opkyc0W8hCvd2yFRbPuGl+Yt4oHwebFgBxe9C42Mwej5sWQWN3dDmwVRc\ngSnkhztX4mQafvLpo32PED/mt1aHhqgNDqX38yF48Duwx9MpviPorOZ3jnQi3u+4pOkHrEoqpu4t\nBBULRrUS2VsC3oOItjNodh14VQQa8fpusIN6JI+EUALGPWEiEQlN1RA33Iv2wpeI9UtAaYil3FWf\nxjhoKhHVTkjaSaBvJpZNR6DEjam9m62jXIw1rcZSGUAXUolX2iifkEL0+rvQvfIMzp8loo0dgGYv\nJ9HkIPHLDWhCYCq8G1vJW4SnGaienYKhWqLXtxFE6BCRpMMEb9Yjt0XRtzWiDB6MZBhOyPYluhYf\n+pWXIPcoQuTHQZqXUIlMZFMQ29UXgGSNvcA9OgQaakASMHM+3foWqganMbZ6CuSfD+kTwNsMH84D\ntoAZOB5EDMjHUpSECCyL5Rlv3g6NbfB9Cwy8FLpbYdkGMHnRejqATpRbFESjQGySkSbNgmH3wYtD\nYd8K5B5vkh2YxSlLE1UZqWRE5yBFzuUHXQYjVpQgRVoxXPAaiU8kkrDwGoKvT6f50FGGPvkYCVoX\nXcZ0HCsOYxo48J8ve/6vcjZU7L8kgdjtNv3J8Sag1994jeeAOmDD33Fc/34YrXDeo1C5A14aD0VX\nwoonY0U8FBXajsHmJdC5C/SgWfoiNW1Bn/Immt6I6qtCPvMZmreUrpPjsIzZif78Q7BPgCeA5ogQ\nrMsjsHIVStUpEq6fgidNRVNAZF4KjgIo+Qyuc6Itd+NZMBhH7TfIAS/184ZStKMWJVLB8aIkZpZ+\nRsQTRJcUQLUbEIkOxDA/FE6G+uVQfwpMcdDaAhcMgCl3gq0IvpwBnRLsLoYxr+L+dCaeJwzEl6to\nniY6ZrsJWgLoG1XM24+gn9bE0XMlWoa50LkWYA4FSTD1IcJzhKJlRPFiGJqOfn+QhIWVWBclIPcd\nj/TgUZjWBSVPw4wNqFcUsansHdw7v8bpE8AeqDkB1p4YTD2I0AEFKxG6C3CuPcqo907Q3DOBmlFZ\nbL95Br3yunAdqCOSvpDstpWI0Gayw9XcV3cDa++ax7SCWUj7HofhBojMhb6dkLwX1vwGpHYYexPs\newCOPYmY0IhmO4kIJ4I7DSSZsG8rSXIDjLgEXpoOD2zAZZ4OQJGo4LjFhW//YZxRD1FHJuv6vUWt\nWcdtHdmIZ/uDtT/izrvRtC/QWINXb0ROFpgDCqbsZpRREi19U5Gr4rEeO4Hp6sfR3rwN3SgnRJ3I\nuxqQfGGiU3eDOYRniIL50HTE7u9Q5k7GFvQSyouSvTkLJccGrkoMx1o40O8o0ui7GLJ7JZJ7E6Qa\nEN2OmNJLkjDvfpVUj5ek4nY0iwpJ+QR7DcWkZKCrr6DzRANpzR1IcVG0hv1E+hWi6aNE0k6hXiGj\nr12DODWVzrd20745RN6qSjjdC9y3QtgI+SosWAoVX6PUfs3hWwbRf90u9FVn4Jv3oKMURBSyNGjS\nwO6ChEzk4gPQsy90lsRS9kY0+KgTWkxgrYI+o2HSYbRsD1rmy4ibokgOgfhQA58O8q4ATwvUlEJH\nHYgQadWHuGDE1awaeIb5rxTgt2xksq8SwzEN0RmBd5Mgpz+i50jMxRUYLDI9Jzlp/S5AtKaSyhEj\nSHr5ZeJuvfVswpa/B2czrP1jEUI8CMwHJmia9le8tX5k4cKFOJ0/LZl42WWXcdlll/2DRvhPRGeA\nulKobYF6HxTfD+PtUDkSKo9BzV4oz4Wfb4bSoYQ3HsY0JkA07mvEws3w2wl0vnknivFiIjU1yJ6b\nUZveRDUp1MycQ6TNh7GoCPPIkVjGjkBsfIxEOYTQS3DgQchoQ/teEL01gcZJRsJ4sYqbkHYup5d+\nKfpe26HkFbKXbSf+cADt0ReItD6LlNpIZYGMWRqNVbJgVgajb9wE6dPg1BY491LoPASWbOg7Hd65\nBGQjfH4fcXuh0StQi95FTRxHXLgerfYjyqOf0NRPR1h6CmQ3SXVhKt11+Awy+tJtZK2vwJUzGrnj\nCKFv61GsBozvzULnVqD25ljctD4I/Z4B90AkwJeXzYgmFbnLDB3PwhkJ4rIwkICfMwCEsz/g5AVT\nyfuuHZfHSepbVahPl1M7JQupuo7t5s10RkdSZE0nKn2NrIxjQMdO1CF1IOchGfPgow/hwtuh6gro\n3AFDcyG8DLr8se3bsBk1uBfpk82w+wtwOjH0CNF83UxSRr0Ohlfh5Qvg3u/AaGUPNZzXHiW/7jQh\nuZPw7GuYqZ/KV6eepWrPL2krGMQQYy3kXIZfzURXtpHWtESycm5FtBVD+1Jkm0pyqaBikon2CSex\nHn2KtNIAPKgg8BDJN6FrP4mq02HwGTHtOwEHi2F+X3Q1PnKlOo70u5CuPvHEtVRwqsCGxxAmFOdj\n2DNfIoUqIV6GchlKktEMKtRWIDq7Y6bERhkyNfCXQsEEiFZCvJVAuhWprhm1CzBqeNVKErZFULMk\nuv1mGt1FdE+tRD6kJy7BjS65HOIuBs0HTi8k6WHrjaBonBybQ1JjM/HHOkHYoPc06LsISu4HNQWi\nxyHUDvoUGH4d7P4QQr1AdwBkE8x7G5J6wfOXoX35Eto9AjFIQ0Rb4Dsj2tJEtPAg5CMb4Z7zYfJI\nsFvB1wbxBYhvDpB4+lOG7A2xaXwyE19txhCwQagT1S6j9c5C9DkPKaWIsLye5bOu4a4Db+B6rRjN\nkILq+X/svXeUFWW29/95qk4OnXPupuluaEIDTWokgwRRwAgOIgZMqIMj5jGPeRRnRlTMOhJFyUly\nlkw3oZtO0Dmn0yeHqvePw71zvem978zwW3Pn52etWqu7Tp1TVaeq9j7Pfvb+7m4Umw3V40EYDP+5\njfhfyIoVK1ixYsXP1nV1dV39Hf+TlIpdTefdCgSA2H+3PpagmOV/iRBiEfAkMF5V1fP/k50tXryY\ngQMH/jXH+Y+PywHfPAdeD9z1JoilsKcNqg5A7/Rg44a8WyAsEUwhSOX12NMthEjvoPbfizs6Fd+G\nCjpPfQbR0XgebyAmNAr1um5i172HIW3qzzWZ3dchVkaCSYaOzTjOpuMcGYV7xC0k7luDlDoXrpkC\nl8vQauJAl4nqOEqnNotoKRqx+luY8hp47if9dAaOm56kU1tGdVo9iT91Et4QDqV6ePWzv+yzfAug\ngNcR7LCUmo8xcgou2YLBbYPuQkh5jujOEvQntqA7WI7ktkKTlri9Wuh3K7bcVAoXnCf6kIOUJ5ow\nTpAx3etH6E5B0nHY9i7E1AQlKPXBH3o+fJi7PyS68gLSV+PBpMDEp6HsADqi8NJKuWMvbHiUtC43\n+pvj0cZvBnMs0leTCI8yY1h/ngEfnscZWcalmFjihmSjK9pOQl0Gr1/7EY/VPoNJzYIpWyBWDxev\nWI7YSgiLgfrBqC1HQDXhL3sMYdUiDdcg6tqg3Yx1ex1MqYXJC8Fjhz/MxP3YWiq0beRGT4eB96M5\n9zoucR4JwZgLxazI7YlrdBwD1r+Ga8NgaqdIZMpOYn3V+KJeQpwLJseJjBloLY+Ruv0xaocLfAYP\nDW/FEu+5BV37t8j9HkWRa/D5irCey0f73Wo6f5OFJVCNy2NHpzWSJz3Jpv5vY2j10aujL0Ncf+ZC\nYDCacCccqYEqHeptLji2Cy4B114DJYXwwDI4vAj0EnQVQ/tlCMuHvpOJKn0SVmgJ3O3HFydhbD2E\nYpmM52IznugOfGY76ARytIUIXQNslqHfYfjJDg4/NLZAAFqyIuhIC6Vg0wUYOQxGHQZbGey8DoYu\nhuRpwWvhsUFXJThlqLoE3mpIHgeR+XD0Wej9Muri47B3JEQXwVmgIRSatPgu+NBvXAZPTgTXRTh2\nERKioAvwaMFug+vuJqPiECURfirffZ1+cbNg6SBYeIGA8jk+//tIkptSkcjtbZWIxLEQkoYAJIMB\noqN/ZhI8eND/S2OT/6X8Z4OrU6dOMWjQoKu741/C5v89qqr6hBAnCSabbQAQwZjPePiXXnj/ESHE\nk8AzwLWqqp6+Wsf3v4bOJji8GaLiIXAZGt8GSQE1HlKaIX8GnNkGAT+qGkB1umk4ESDmvI2Oa3Ro\ntmfQtSORmN4KvpQbif7TB7jivXTteRHtpyvRPpD3H5op0FUKZkF7rpmIC53oXfUYxl+PbHgDCu5C\nPTAZolW4fjJCUWDZjSg5ElHHPIgXNoC7DlbfBf08iLx9WFwPYdH+miT516i9CuGDETDg3/QYVTxg\nOA9aBXyRUB+A3vUYz53AFX+I8OID4J6DKH6P0IYAdEeBUgdJGrh2CjEHNqMWfk/omjiStD1w7z1G\n1eIexPZsJ8bRRsAyDg0qdHwfbKU6+RvQBzWkyzyrGOI4hXTjXtiSCV6gcgd0daDzWuj0n6Tvkq8R\n1/wG87CnoOs18L8Fhs9g3nasb/UGn4/eF1UYNg939Fakcw6oDyDiWnnG3o4UcivsDIeQEcEWl7l7\nIFMblBk16FEtF1BGfopqfhklTkUjvDjDItGX5+EytWCqKIav0+G+BrjhOVhtx/nBTG7LG4A8ZgaM\neRXJVo3CXgJKLdbuHxgSOxRzyE7cv1IR3edIrclDCBNOyUxEzL1IDW8ikuMg63sI+NGL20lZ9DQV\nNyQRvrMLe69vMDWY0W94H+8sPxHhMcjfrObyb8MIa+lFY5uMJ6ub+GN1eF8YyZx6GxqPE5E5Amls\nIvHtVhrHNdLjxjVg2QQX1sMNbfARiC2HIL0fqt2ByJkJBKCwONhdy9EBviNoziuIATHIFxrw9wX9\nXj/qpT1YutxYZEiYBLYqHdr7jmMwpQYd4YGT4JGCRtYu4UmP49y4VAZXFyF1ewL7UiAAACAASURB\nVCE8HzrPwe4ZMPwTSBj/l3tQHxJU5gN4eB1sfALKV8NxCS6p4HwMceoAZD6B2PEc6NpQU69Hvbwa\nfbpAvHszxLvBG4BqCwwYAHXbobYWhk2mc9YcvqedidzOLr4hvWIH1rTRCGFAKy9AI92Dp+td0jq7\nCGleA1N+hIoDwXn57uZg7Xrf26C+BgwmjuqPMdI4GWEND+rk/8L/nH+SsPnVDgS8B8wXQswVQuQA\nHwMm4CsAIcQ3Qoh/TWgTQjwFvEIwG71aCBF7ZTH/x4/+/wmqClPugsFjIEsL1nYImQk2F7g7ILIn\n9ByJ0m86rW+8RqC1HVezEY9dwpo6F+t1A7GMCUPbt4D4Nx/iXPwadvIgXZpCRI8huN95CSfVP9/n\nsbnQHsCk3IdiyEeOiEcKXYd6oAA1MB+1VxP8dAdt1gM4tuTikzpx6xOxhLogLRVyr4XokVAEKMDl\nlf/60cKmR7HpIMEZFMQAuPwBlG0EO3CsG8LSwZiM8cRRXHWl8K0PdnwNGVPg8R/gw1p4ZBXM/AgK\nj6BOfBfXcjeez0+h/LSe0N+00N9bSlR7O9VpSZxIqqTI8Tzd8dEw5tt/ddwoXcS1P4E74hMwZUCM\nLjha6n09eJ1oX+qFxteJec4OzAXPBBtjhD0DvmJwrA0KeeRNBAfQ0Yp62wL8WdVoGn3QfxXEjUZq\nfxfCF8LuZTDxPjjdDa4XwToMYmehtgrUsHZU2wOoahXQidI/C01GBp5JRbhGXcJ11zBcC2bi1y8n\nEPgzgan9oKOEsV++jbdwBB7/I3gmO0HYcHUOIZDhJjUmhw57Kva90QSqBuKq7ET1ROGSIuHin8Cj\nQssA1HMHUBYkwJLH0Tb5iDrVhWKKJGStgiMnlMvPROG0ekj+rIqaZ8LQagOElm/CKlfg96hoVS0x\nM7PRz0tENvih7RiiOpeoyh9pywxFMTwN2gIY3ICIyEbcEgr9I6DmPDw3C9+OI7BhNYSkgAoYOmFv\nLSE1NtSBU2HwDIQ1DZEQgTtURlFlnKYR+NrAmioweqoQ5lB4rAwKFoJVAgGu4Y9ztn88GadqsNTq\noVcU7P4Q9kyGsDshbsxf7ndH28/vf68XaqLgTDuEZ4KmF3zXAd99Bi8shIZ6OJqCcvgHRKiCGJwK\nogUO2MGlgQeehkMng+djU/DlDWM9Sxmr3kIKOQxnOjtC96KmX5F89XQj9r2O4ePXCYkcDmnTwS/D\nlzfBlzfDT59Cjwlw/jTcPQGm9WLYDffiWffJ38XE/MLfj/8XXZO/lavqvFVVXQ0sIuiQTwP9gEmq\nqrZc2SQJggqSV3iAYHb5GqD+3yyPX83j/IfEY4fNL0LJFjj6BWrzBTyD48F6JxxYB/3yQK+Hkxsh\nIhlJryf6mafRpqaR1dhGyIFqNPtXo8a/TdiUFqTxd+I5/CbNnMFAJGnt2WhnPIC8bg/FpbNwbZwD\nR1+BD1LAXgKDfou+z5sok1fi698bOvyoIUdQ3QdQQ9209YkidPcGdJcqEb/ag7lKj25MFFzMhfrH\nofYSTPkeNsdC+Vp4cQY0VsHXr1Mv9UVFAXs1qq0K9fxTqHblihP0QulpOHsUY6kbV4oJUgT0Ggzj\nHoWY9OD3k3sr5N4Gs7fife95vBc68YwdiiY2DWQnlIajadViCnQzYFcxoaUbOTkjwFHjK3RQAaqK\ns+NOis2jiNZPgdZKmLQI+vaHNb8DRwun8q4PtmZc+yz4rtRZCw1Efwvtj4O/Hq77AyRGgexFOf08\nAivStPOQeSuEjg5GFY5+DwMmgEYDx7+FgXMg4XHoKEHU2pASlqNpM6FttyJLk9Ea16DV/RGj5lu6\npXh8UgluaTOBZUsQz/4e74WX0Q1tQjWBvP4Iiu8LJGS0jvFovm6nuT6GCp3KoPjv2DN4Glq7Fv/g\ncXhpwh7wUB8SivCpeJRWunI+oPaPPXEOS8Lx5Fu0z5qMYdFOqk0DOOuaje67UCxfB2i/30p4h5P4\nwhZsBY9xaNQQQvq/jU41IuftgIGfol6WkDpdsOUHNM0ewpQkWtW7EfLsoE63+zrIDsC0+yAlgG9Q\nLvKR/XCyKliPbwaKQHVL+H/7KN7Z2/HfsBcp826UnDi0QocnOZLWwqOoMeDVhID3yqhTCJj8LurU\nV3HFGTg46Cg+VFJKa6GwG8qbUDsVGpYbaThvpOvoMXxN9bDrVTj8p788d7u2wLV5UFcD71fBMx/C\niq2wpRrmvgZ/+gqi41BnTkfyO1F0gKMcZtwLd06GFiu8/R5kXAOoqPvWUlm0jOkPbiTjs+FgKyGb\nIei7WijKuhJ9KlkNVa9CTASEDofTR+CbOWDsB+7+UGSF2SPh+88hpz8tk8fyx833U3X3zf/5qNvh\nuBoW6Z+HqyTS8lfomvxNXPVAgKqqHwIf/hevjft3/6df7eP5X4GzAz6aCpd/grybYNg8/JExHB5V\nxGjne0irt4L0E4yZDAeKoPQE2OxQMAOEhEAHEbEwexFi+VKUe9/DVbYQ6tsp6HoNQuIwNc+F+HK0\ns1PoffdBpPkn4IgPJVxGcoC9+StaAxuIaLVhimpDMViR5G7YCKLP0xgtbWjqPkXk9IfSL+FMC9x7\nB/R4FU68BM6zEPs13PA2fHQ3FG+AXnFw5ju6q3vS5noHIyfRLp6NpkpB9AQ1JRdx8gKBBX2QQz1o\numz4QyNQ79uCKC+FJUNg/AswaN6/1rvXeWMIue4N7HP38uMgA3fXRMPJN6BcizL+GhRLOTpDL1Kb\nL5LSWEZLkpmf+r5MeiCREKUGg/WL4HcelgRTXwuWGX31O4hVWTn9UW51LMLfdRHtpaOQdWWkpE2H\nsJegdiSEPwJzfw2eT/D7v0NT2zc4BRDfB9o+gsQl0HQ/TNsFBz+C/NvBFAbGaVB8B5i9UDIf8tah\nUQ4QaF+KiAChz0MlQDdRxDIFF6vouK2U0D2T0SzehOIyoPYdimTSY9jZF3F2GwFrGYFcidjiLhL+\ntAKZ9QQmjEW+fILozlbU7ADZr1wiMG0qvjQtHmslLf4mXAYjnc+bMFQuY0P8s3yg6Olcs4Lp1etZ\n+vtCCkf2RoqTMMtddCVbUdqWM+zPFiLzs0AXiupYA/u+R2jMKIl2vCFaDBe8ZCzeR+ltJZhtW1BT\nRmGq3YY6YAiydh2ir4K7vglDkoRwCDTFtYgognG5Lgkl8hio1Wh0X6GeXYZPV4U+7XpsW1Zx/ocC\nLPZC6u2ZJB+bjXnVHWhGJOHNTOGs4Thh2dF4rVqErOK1a9EnxoG1B2KQhkjpEkV//D32iieR9YL8\ne7QYr/8SNn8Pq74EpwM+XAm9+/38mUxIgoXPQmc1nNIgjr+JqtHSGZdA5NhXoHYLnF4LKWNgzY9w\nYW1wqNJSh8Y4kNCHuyH8HrBmIyp2MW7nOVbd9xMptp2ER3wKvUJhmQ1OvQztDmjQQXYCFMyD/BHB\nJMfJK1FbG9gXfRAvF2mhhWxyfn6cf/4UwsLh+puvknH6J+DqJaz9P+ma/K38g0XxfwFbEyydFhzp\n5d8OudMgeTBaIREuVGw/PkfYmDsguRjKj0NaPxj9MDRVwicPgeMyTHgPCmbBjAcI3NuP0vLLZNra\nkfuEIX13D0Q5oL4er8WMduqteNYWoRxxwOBk9EoNapfANNJKaoUHNE7Q2aAlHBxJMKERDr+P+YAH\n5i2Cpk+h6wSkTw/qdgsz7L4Ety+DSCO0/hEGxEFiO3y2NGicJYnaRY+RuQtkj4TUqKAmCERoCMxX\nqe6tocrQhzEpL2DQvI07Ngtj7GTocxNs/DWc/ApmfgwxvTgVCOPS4Lk8mj0XYX+ZGvuXJGdOh/xb\n8B1diDZjAMJ3CTLGIMILiIm7lwm+05wM/JrjUb2Y/i/ifdoryT+XL0JqDxR7KaVyHQ3Gngy86wP4\naDbc+DbkzQxOZbiKwd8Ors9h+nEo+RJf71CMa6qhbAzMWQSm4dCaDY3h0HM5HNwIi44G99NyDNpd\nECIgYhroE5HMLyBsvaByAqR8i9ecio44LCzCwiIUYye+qac50h1D/9rV0OMWxKatsHUNalMD0ggN\nvvFg7rEbkoKRmTRO0lVSQuSQ34DtfsgOoN20Gc90DcYqlZTjFlpTVORmFU1xNff0foU557ScSo5k\nzPeH2D+5gJ3yBMo6MqmzJDA9fBODQ4qZuLwXGM+gmrRwcha8rUC8FSkxl5pUC9Z+ncTtLSHzvW7U\nqdNRk3vhGVGA4c9fw0gfig32XjuUwVVHiTa1oRYJlIh8JLkQShS0zxShvLsEqTYE9egOlFszaSyx\nEiYrFGw7xcHZoxnXMgSlpoRTN+4nflsL+zKuIaulm8tjkkk72U2vTWeQUCGmCwbeAqXL0HkqyLu3\nJ+fXhBBoKKdwtYaElXeSEGlE8+7nMO3m4A9Db21QnCVmIZhzUehGwgoNRajCSNmQHLRTXqZ7w+dE\n+hXoMENcMnAIphjgkAQOJwGjhozU7YjQxyD+jeBnr52L0ediVHExRfZ2Ri9VoATITIOoomAk55vL\nwUgNwOWHwFEKXUWI6P4MpwAvHoYy7C92Q1Hgd0/DR+/ChRZ+4b/hKiSs/Z10Tf6f+AdLfv8FZA08\ndgiePQt3LoP82RCbCfUVZFb2Rr9pOeqMheBvgGtehfK9EBEDkx6Bl36Emcng6kL93Vhcb+Thzqym\n1zd70X7ejeSuh7QL+Bv64bfLuCpC8O74PW1ze+E7GoXbboNwENkCIS5ASBk0NEGFCdEVD4OXEQjR\noV7rRG0OwAUFBnwAbhnSA7D+BNSVBmVa+/QDnwX0c2H6N5CcjmoC1Qn4ihFeD35nIlK3QJ0kIRJV\nGHAZMmVSfHq+6D2ddVYXGhJwXSnXIjQR5qyBkYvg6xtQf/wtZR1dvFMcoCFwib5+Iwf7jKNMaqTD\n1Ij3tnnodhVBYDZ0n4CQAlDdaJvvxCzdjFUM5yDP0di+GQ6vBbcTTuyCnD64wsxcr9lEkTMdzR9G\nw4y3YeMLsP9DaJwP3lJIWAmBSnC8hJJRAGobMhkQsEHzWxD7LGxcAklvQPM6GNIfrDFB539oPqQt\nBHMcSu5rOMzvYmMUtpC3sGdlolbfQaDzC/QkBc+9ugyJMDSMZt2UIVj2ddF63Xcon62CB19ABPzo\nirVYtwXg3LXwVE+ovEgGKZQmZyBqtiF0gyFExXmvFjo0SM23IlaMJWJ0G1GmlbQnp2M5ko7cP4pr\nV+/D581hgsvG2ynf8kPTfI4dm8ID73xFoisbERWL2rgRRBV8Kgcnu6wOhGYgmcuPU30mBH/BSNoe\njsR/ehvG+x/CtGQHSu586lJjsd9mZv/o4bjiLMhlKsolHd4pY8HvRXlyKogc5Gc3IjbPRdjAL7Xh\n3b4a7S1gveig974ajoSewnipiz6nSzn0yFBcSVp0oyJI8Y0gd+VlJH9IsN6lzgnb34aMSXD9B2i6\ny+k700fv155jQILAF2HgeJPKpV0H8LY0BJNCL44KOsTmr1B9ndivDJxUv5NAWTfa3jOoMv6JgNEJ\n7TXg2AL3zYAn6nFPySNwv4waAXKoH/FmAB7ZEsw6rz0NHgfk2MjQbmOIzQ3zP4Jdl+GdVEgFMnv+\nxXF3fgX2dcG/m7aD0o7NdxCr7xLaQO1f7MYn78OSdyB/OIRHXGUj9b+cq9OY5L/TNYn7j5v/7fwy\n8v5Hwxz5n6/X6HDtfQT3+GyMYTVEeduh/90gL4I1dwQdZGcN6Jz429roNipYz5Yi4/3LL801Ovzj\nvKi566EJQtRdiFFv0tlYS8Tll9HWgy9ThyYvFNx2WKsgsjRAEgzZjag8QntjNBH9azj+zADy31yK\ntmMunIqF3G0QHwtbXoSRQ+DIGHDXAhJqj8fwt1nQmEDNl8g866WsUYMhtB7SYxFxPshoAl8TSnQv\nlIpLZFRf4NtUP8OwMIJVeDiHByc+HHh6OxA9RpG7axM3b/iWzbGfs6SmmyfqP2Tf0Fk0jRxBuLsP\ninkJlnEfwsvPQk4NDM6BtodQy2vodm3nmrSPMWhupKLsITQnWgi7vB9Nqhm1fStF8/rQ1RpF/4ul\nKLGDkVY/AjljYO9z0JAJtxwB/+lgt7aut/DHjEcTCIGpt0Cfk9DWDSUnofIMLPgAljwHE0+Dtwnq\nDoA5Dfq9AxUupJYfMcUtxs3buHkfJDu2HAmpezGRXWkEAgeRFr+JWLyJYpqJC0nBNzARed9pHOO/\nwXp4N9wyHeHZB8f8sNsGU21wJIfYtYPYOKM3w07uQfjacQ+R0VwKQ7epHVyr8KxS0C15CnfSdozx\nMu4Te4h63YmaLzAXVyLFBMCch9A1Q5uEtdeNULkJNfJZuJiMiJwIyloI0UH2RNi6AilcT79iG75z\n9URG+ih8qCc5h6Ix7iqk07sRu8VCTE0Hj+/+gLCLnRRN+4DkwEuEvfUejIpGDqRDv3oI9IItO/GM\n1qF0OkmYmo42MxYlq4KEVfUELOmcnlhA3oXLhDfKiAQ/bcj0OWoGpRnikqDbCmo9tFTB2QMw9H0w\nRiBNeBoDubDzETL2P0qCrp36Awc5OSCNqImZJD/1FYaEBLj4KxRbK67+O7HyHGrlRVQ1lNDsm/Bx\nkDNJqawQ0RQMGcMo2YJfb2LnlDsZsvVN5JAIfJlaAmd0+L0y/qX3oqTpGDjJixAGaP4NxvEvg7gy\nhjrfBLp0iL2S4+Q5D00PgSkfTFqIOA9tkXQbBmE13Abyv5ll1Btg1AQYP+UqGaZ/Iv4HYfMVG2DF\nxp+v6+q+akf0V/GL8/5Hwnkx+CAbMkBcubsCfrC30ZByhraYODJfq8TZdCdU2OCHMOjshssuOFAA\niQl4buqgVt5ClE5G0vuC2d6SDNE5qJEmOn6sIKKtHWkaiDIbHH+bfmqA1rt7YUw9jztXotw6hqwd\n+5AzbdAqwdSDcOh3cORPxMSb2Jc3H0duJR8tfoiH5/8JyemELgHPDIU9++DuKpBU1OpPUOqWYrNu\nxRjahSYxFGmoCXpIhJyto7vcj/73YXDwXLD6v1VBRFxE80c/0cM8mHASjQETCj2Yygn81OPnejKI\n14fAVGjMLuQjexeZZgtCk4Ve7sFJnMSbEzApp9BZ/oD65PuIt2+G7bMgr4rKgl0YL79M1JGx0ONF\n+lbE0mwpZveIMwzpcyM1vlMYXR7a3fHkbj2ANP1F2PQWWI6AU4USJyx/CG59HDQpIJvxSUUYPBK4\nT4NSFZzzPnIAhsyEwjUQPwEShsKJCVDZEZwDB4h/BC7ejIidj9H7FLodnajZ2Th79qPN+CwRtjM4\nxETUp2U0ncNpkHpwTasB0UdgXeUlYHoZMoyQEgOFHhiQBnXVwTBsmAGRe5IbGypRpS4CkaDZIdDt\ns+LrSEaKq+aRZb/njqRDDF23AnWkActRJ8JgQpj1iCc2w48PwoiPg/P83+SgefUNfC25iEvF4CkH\nfyMkS9BHB59vBY0C/YZi0BVS26M3+st1+LVaiiZ3kTPuFSKX7SDy5R8RvWXiBzayefAUhuZEcCBn\nJNfdsQON0wBla6C+DibMQqkJRVppQ3NbKnKMDOF6JMmLfLOZHqt2UPWrPI6MGMaIwuPUxA/GWtkX\ndr6EIgl8Q2aja5IQWj9UfARlB+D8NLj9B0gaBK0HCFQ+BJrNGNweMiZBWjI0FGk5M20eYaNGk37d\nRTRhDah042I7juk30Xx9NofFIVaxmIsDwwA44MthiTCiKudxqlnEjnoLTbIfrUlBvgM0XaFoWlrQ\nhhnoc24N+iIvpFSDbxn0HQsWN1ScBuvdEDUgeG84doHqB30iRNaAtA/UaGzGWURoxv7FbtRWw4e/\nh61Hfxl1/52YfUNw+becOgeDbvjPt+dv0DX5a/nFef+joAZAEw0XpoH9DJh6Q/LT4OpJQ9E82vIk\ncr7SIde0om1wEwgHOSUXYuxw3dMoLT9hCy3kbM88DPkJtPnOgt9Ib6kcjzYf6Vw3+u3FhMTYEW06\nlB165HEeSB4CYW8Suepd/IFWtG95Seq1CdHbjdKuRWjvQfx+DMgXQaNC5gyG1hn5Nj4bj85Lc7qF\nuHNO0IRDwi0w9QZUrQ6Xsg1H0mq0UaFY6YOmditMteKX7cg7O7GO1NOyz0v0Z+cgC9AD0YMR++vB\nFmBewitcRzfvsI9+7CWm28Q4ZxHPmhXWmOsoEHEsoDdxPfoTB6hHx0Dab/nVXjsfD9jPN9Yl3OEX\n8E0uOJshWw+WDbD1eg7fUcaAzNfBsBtKf410zk6cKRf5fH8OTq4l6XwLfZdfpmFYAuroO2HJg6A0\nwbyXUK+9B/bdD3tWI+pPwx0SSsQPKPJ4JIaC50zwekY8Altfh49+go/Gwb1rQemAk+UQKUFIYnA7\nUzaqLgnbkQcI/XI7siUCJr2OpvRZWrLacfii6P3nSuilxdsvl8ja0/Q9XIpk8yIpXjx2HUpyMtKl\nSlAVGHgd3HkXGGJgaz5qwEF1aB5W5SDaLvCk34Ln3aPIj85nabadhfveo89xF619TcRt74u46yHY\n/yUkNiHchZAxFAx9wWeDMDdS1Z8gUUHp/RaSkGAHkKUJOpzEOtSGSrw5keiru9FbS2m/LQK9XYfD\n4CfybBgiTg2W5F3oQG2NxHyjC3XzIkZNXsHGZyOZ8f56RP/gnK267w3qDoYSOul2tEWfoPSfgezZ\nAZocNB1tMPtjEj57gug7z6AxKvS8NBhNZwK+uL6Up9qo7dlIvzYfUdaxMHMbbJ0ANf0gok9weqpm\nI3LZD6g6AYoMRQGk/GdJevh3JPh8NC3/FrX1a/DacJ8IJ5C/jXKKaJTOYEXhKcd5sl/ayt7xI0lN\nrGP0/hLqcozExNSjWWZAnHZADyPMlqE0P6hfUH9FR90HXP4hmDvRvA+6voe43tBhD2rz+4+AbEaY\n+4Nmf7AnfOtzkJFNt6aSVEKu2A0VnnwAnv4dRP1cyOUX/guuwpz3X6tr8rfwi/P+R0FV4NxTEH4H\noEftPgQNH9HUcxxt0/qSwxI0z5lh30uw4jXaBiUSM+xNOLmG7nHXcVo5xZC2Bgqif6Ik8DyZ1W6k\nxnrI8aBXD2DPtFDeK4EGkUNydxpmTTJRG3Zh9B+FhEl4tl1G98AbSDufRHvcC3tUFMmPe8g3iPhU\njOcCkA7I4Rj6LGZu1Xn8r87hs0dvJsupYdK3GxEbn4asABxZgV63B31oD2QpDdrLUUtbUBL7IP9Y\ni+/mOwixrKd6nQclOxKpvS3YGUrUQUQ9hEVgrqrCnNqTfFI4TA/6b7kWbdVlFrWEcd+bn1Iqd+HE\nD4Cn/WVUUYSSPwNDh4NBL47B3NeGsa2R7rc9mG8LIMU64ahE4Nx6bly6HqlFwY0eZCu6TBUx7QxK\nz1QyKlpJuFCF3GkntrEWJew8tNdBQjwUehAz4ghMHIA64jLSugrE77vwj74V7cRbEdqe4P8MdEDN\nH2DoeKg6GByFx2bDF5ngd4MASvpB5jZUXU/Kw3qSXvx5cM79nvdBa8KQ9RYBdRgh0gLErtchZgxV\nyW+wJeUsAyME6g9PgKYQ06Z60NYR0AuEMRyptQ7OfAAde1AdzQgvxFwooSQ1i77dF9FWr0V6N5yO\nwhcZfCyD3jNeQuk1Gd3aJLQhpTBoIcRGwuV7oO3XEHENHBkYDPend0LHeuRIP56uSIzftMIQARoZ\nonsCp3DPMeOILkZXA9GnfESbK2iJjKQiMgT/tg/Qlh+BFBW1/ywCqdVkHyunZOLzjFz1IGE3LaAr\n9jxhegm0TXQcsiFFDcS6YAHeYytQ63dCRTTo6mFALPa8qYjmhygeMIzQqhYyi5+H4zLafgVENFUS\naD9EoKULl0/FePpz6LMQmrzwh2sgqwpMbgiLQvRZAuZcqNoFJz6BwU8gGcKInz4A9UgCSnc7rb9x\noDVUkPfSHWgL7qGWM6TWKejbPmWW83vklLfgntHE1E2iWokhMTIbQ+ZhMFoh50OIfAm2tEJaEihp\nEJEFaXlgsULTTmjqhDof2Iqh9TjES6jmkmDiYeZahOcoHH4bHjyCjTOE/Ivz/n55MAnuxn8CGej/\nr7h6CmvvAV9dceLHCGaf/6uuyd+bX5z3VcDLenxsQ8MAZAYg0xfB/0WTWNJCj4dhTz5oQmjtMwFb\nfCIu//fknItAE3MI9vwBpHqka0IIOdiG1/d7NMkFnOJ9sqV7MShbQVFoc7qIX1xHeGYoqnYkYueP\nhOYlct6azpC81/CkuOiglHadE/lHG/Zp8fQQDk5nfUJsahhJ3zfQcWsu/mdfwmbpyw7HV2Sfy2Ds\n7h8Rpz8ARUFnnYGu9gwL3uxi5TdL+HjYWO7qGIwhJALReRq5qQ807ALXHjjnAj1IO06iDrGic68E\nuw9Lrkx3hY3QoSZodMHxJggDru+Aw8OgZS639nqMx005dMXvwdoO8W1NPFfrw5Daj+c4znOBXcSF\nfYgpLg/5UAjiu+H0qTlD6W8klBMDqVQ+o9/d4GwPw2SchZy5GtM4I6hGyJkH2XPgnl50ReVSr28h\nb/dhVBkCZkF7qh5z6B4CvzIgdzRCyVLgFST90wT8y1Fu7kAdKOHTV6FfvR115oMIy6cgnoI1X8ON\ni2D1HJj9GdQfg44KmABUAM6eUDeJosT7kYp3IEe5YV4K7iGTKXafoshQT62YyULnGEj8Hu5cQ4fr\nDGNPfwplhxFxXhChiL1d2N6II3RdJ2pHAC5uAXsAPAFUqx7V7CYixMllbyKc9CO1xnLGkonxmhby\njRKS9BW2jko6+o8ndPt3sHUGpFog9Eo7AV07RI1E7diIK9ZAR3wjfiWezsZ6MmtBJKsQ74SyLyAB\njAkPYsyaBcfGBx1iwgSiO99Eaw/DV6BHUwXUhaEMKkQdNoxG/9tciBKMHPMOo1cvYMdNQ7j23RrI\nAo3FT/wnyxHLnkAacwuBgv3wQCn0HY7qO0BhyvP0TrGQdWkCXcZwfGceQx42Fdn3E5GJDhS7RPuI\nUMLX/UAgOx/ZfwLi9oE2ALHhkL8drCP+0mZXFw2drfDDLJi1CcIHIKw5eruOlAAAIABJREFUyOGN\nJG9vQrO+BW/FHzANvBGTfhX+OoF9YBQRqW10elcSVvEmbtMcTAe/Qb9jN6pVg7A2wYt3ogYcEJBQ\nDFHI3mI4fxB+MsHwWRBXATnhMPU8rMmDUV5oz0RcKsV/vpCSO0fTc6oZg9QGr2SgLriFkIgZ0NkM\nbz0P6/b9vFXwL/z3XCWFNVVVV1+p6X6FYLj8DD/XNfm78ku2+VVAx3QkknGykG7G4Gf/f/+G+jNw\n/gfosEH8AyheOzXxrdTpC4kxvYjGMBNOzUTNKIWkDITopGNGFpr9+/BKAUbxDnHeXlBipuP7fPzN\nF7k0ZziBR84jhT2MeKQKafTDDM/aR5vyCLE+mazWcSRfSiJhXyM9Hiuk7Po0evov4X1Ey9ltt8Lv\nVlBqWU4y4dzfPJzQwc+wf8IEFEUm0FAK2z8GSY/87h5u10wm02vkffN3dFycD+duA1chhF+Pkv1n\n1NOACxgBIsUFJglCzYROGElXoQ+Gz4P0VDipQKERugFbO5x6H/OGXN4/u5ew5gu4x9yGiJAZHpHP\nADWSdzlDnLyY9kAMovYo/thNfPiowJLsIcFeRtnuw0RNA0kD/lA/DksYYuxRxMT1iCGvIDrL8K4v\nwF0QoHREKH2PFCMAEQA5B0JlG7VRMdTmJaLkR4AvBC4XIoQByfAxqGGQpqBkSvh6NSOWvRQMv9aF\nQC9fsGzPGgvJA4IjMEUDUiZkTYKE+3DELMB7eBVJO+pRDRJYbBySivjSsIsLagVzuB7zob0wfDIA\nQ/V9GNF/Mcwph7sbYMEuRI9YQlY6EAEnUmQAenrgGitK2khc033QrkP/k42hq07hFzrevHkuL416\ngYzBJ5Hi7oP2DVhLniSm7hLodGBNA/NNIMcEw7vqJTBlIOK/xVCYR3tEKC0RCq754fhlCTwEIwmH\n4uHWV2Dc0+BqgowJwT7xjkxEcQZh5WDQ1cNrMoGXJESlQPP8Yfq9Op9LnSVQeA7J1YeRx7bQFerk\nUmQqrQ9OwLV0KlzYh0idgiKXwe+Wwm0yIkYlf9MXaEL8hDz1W5I3fI8zrQ8e3yHU/QbEmRyiSx1k\nX7yMrrcPYT+C2rob4mU4YYAT94Gl4OdOzxoFx05AWSF8NQ3cDrBXg7cESQ4lYuZSoqePRGtbR0TL\nSVpyD+O8HfCohL1wFFY1YVq3lYjaGIQGfJkyCJUAdrrSzTjvN+B5ZxvqguVwTyTc/yu450OwFMP4\nReAeD4PaIGkLIu0GlEEjKFkuCLtnHPrZb0Bib0gfRMGx7RhaauG3v4YFT0Bi8t/Vfv2zo0qgyn/F\n8j/wlqqqfqiqapqqqkZVVYerqnriap3HL877KmHkWQy8gIZROFmIixdQ6Ay+6Pf8fOOY3nBpL3w6\nCjZ8QFP6IAKSH7U1mpaqE7Dzfcj5ESVrMv6IXag+A2Fl9ZCqol3/JWLzo/Bhb+gyIA+ZSXMPE02D\n4tAIA2SORzVHUm+4Efz9yXTvxbVqNOK6AagdHSBrkVSZnoFLWI+5SVPzSTVWorRPI9tzDaW8jki/\nnkHSMIb1/5Kf7vqEQNVeAs4NqE88Ah2vIw5mMfHUb5nU1sEfsodRc81hAtGv4Fv2FerbcyEg8Pzm\neZjvQgxZC8jgdhASsR/bZS1qj2lgsMEjuag6BUUdDulmGB4P19yEXnsU4fdgrjsIlji4tA61/nbC\n/WGghFOqJrKux0QA7il/AR8XMCtOiuaNxTLbwO6OITg0v+LbcImK6uWoawfDrtvh0lbcFjsiHvof\nPIbs6ED1gdoGakw4K4fMRzIm0haZjiTaUCd1wJEPAJA045C176FIEnq3gi70UbCXg2ESHP8UIv2w\n+xW49tngNa7YAqnXQsp9YLgIdQ9jOPEe2avLsd2bRCCmLwHFzpHAcbIrmpl33E8qA+DINii4kkEs\nacAcB65yOH0rFM1FzHwA6Zw72Bo2dCCk3gQHTKj1+zF9qSB1e1EMMrvums/mvGuJtzaxeulD6PZ9\nDtaRkL2KlugsjMpJkENgyg9Q8hnYfVBmhY488OaDR0Iy6+jju5OETXZ0h12c+DyPpoxc/PUxqCIJ\ncmZBy0Go3gxZUyHMCPvugu46hOsmhD4e2kwIXzhipgfc1ci1xdzzxuu0f/w6rNyJdpefkPh2knfV\nsXtYNH9+Opcjk6MQy+ah6DWQfhP2+Afw95PRRHqwnG2FsDBw1RN68y7sYZE0DQmgSApY/eAFtQtE\nOIgMUCw+lDQ36sUPUNf9jkDrFyiBfaiqGpS/fehLqFWgdDt8exuqvQK/NQfh9nFJvw/V+iBq2I2Y\nws4TWhWK1eOiK9NMYKEW5UGBNL8GzWg9jjgz7rEF+OMlXKN1lD3aAynzCYzNL6L8tB+yU0AWsLcP\n5ABiP7gD0GABTS/U9q8pXQjWIXcQ/3AxDB0Hc77BJzWSdakE0dYMbS0w9/6rbcp+4R+UX8LmVxEj\nT6NwDwIjbv5EN8PRcx9651TEgWchbyEkjgy2/Jz2R0gehrLvMRR/NXlf6GiNUVg9IxFx/QJ6//px\npIlZsKsb/ALD0FZEOATULtSdOxB9ZsKEvoR88RURt6VgCe/LhrJG+lfMR7u/CMvRdrqTDDjui8Mw\n3kO3V8b04m58eTGEUYesA19bgE88IfSMtnKN7QKq+0UaLo4ne3wHOiLQ+1opsLURGJmG5CgH5xKQ\nHoMhP4EukgFAOA187V7Loj++h6G+mo6CEJrHJ2PIcpMS6IbLz0N4b3D50VCPLs6Ga/dHmHq3B0O0\nz7yLI/ZjrK1LoHV1sGOZsh4kCVHrh7794Mj7kNWFO3wj5pPJTOi1j7XaaWz3XMswwxku/zqKEL+C\npbyRraZxmDIjqWrrYvqBLcS01CGMKgFdJIHWAIUF2XSHW0ntHEzcka8IaW9HF/ChlnUwNvEiiRnz\nyDpxA/4QDZJeQpzYBvFfw5g7EcZZqI6FSPrfosa8gjIjCqkzDVKboMQFgaOw6xOIqYbyP0KOGxR7\nsI93mYnAPkH58/NIi32Ipf4P6aWz8FhzNdIXH9GdEgW97obLJZBzpVueoxzKX4bO45D+BOStBAS8\n9jJcBqZNB+efoVc+UkM9aqpK1Zw4AhZB82knnrhwxnuOo/xmHHyzHUp2E5h2PVFVpcG+1UU94e4k\nGPIC7H8GGhOC1QOzFoN6FMI6EUdcxDs6iWz2kF3biDo4FLZ04svtRHOsHyiZSKoZindD9g3QZoA+\nj8CRxYh6gGuRi9ah1gqIjEVNdOI0m5AGpxF+8x/QxoZSu38uiVVnmfHaLjYvGkPlqFT0jSpZjov4\n/tiPY3OTyDDHkhpWj+hjCdbwzN6B0IcQZrgHdE+iZCnI9WowMSxMi2oDnz4aEVIP00Gd6kA1vwh+\nAR4V0RaJrCxAJD6NeOBjxNd3o7ZuBotEbayXEFsbTSFrkT3LsPjdNFlOk+g0YbU7adMPRFSV47LI\nqD1/hcG0n66HjciphRjbrBgtdnIC0ThCNuDU1GCKOYJBdw0i/2M4EYf6k0D0OA4R7dDSH9V9gfLn\nqtDGzCT1raWo/s0EnLchxx4g4K5EC/itjQRWf4z+3zcV+oX/KwEZAn+F5wv8g3UV++XKX2UkohFY\nMPIMVg6g0Igt5CY8vQXqD6NgzUhoPBbcOCYRKcZAYsT7aIWZ6K4QJEVlX1QhdbcmwflicIP/Hh3q\nyHtR+k4j0D8MqkpRfvwUGq2ou0/TabuFT5bHMm1OCslLtxJvrEZ+2cfFN5JZOfhOzsR+jn1mOMY7\n/YTW1CEkUGyARyVC78FmGYhO9MQs7Ex0bEN39HM4NRbOzwJtGHL+djA8hCgTcHopHL8JOoLnkEY8\ni749TnV8CGdvexTzFpnUL5sQOzdjf/Um1OozuDyd4OmGiZsJHaeha+tm0CVD0nOQ8BgIH8TOBcUL\nUg4dPX6FqrVAWz2kJ0F0Ht4QkH1eZHspB20FTGIPqiMPJcZPquYiYdou0laepDM+hrRjJWTUKfh6\nzaKy4EZO5A/jaP90yvPDUG0SsRs8RO38FnOhH2mHGgyP+fozMWYqPfQ9IPMVNJqJSF12GFELWxYH\nr5cwotU8jaKOBO+9KHEGlKLVkKuFegHZKlyzEjp+gA4f9L0I4ftAHYX6f9h77yipqrT/97PPORW7\nuqpzzgG66SY0TQ6SJAk4Kg5iRB0DiiIGdGacMWHOYRQR0RHMgihiIkmygSZnaKDpnHNXdcVz9v2j\nfeedd9277lrj786M814/a9Xq1b1WV+06p/bzrb338zzf8y1sfWAcXSlzec20g1GmS5hkHUrYV68R\ncJnxx8XA9+/A4HHgr4ajN8H+GRB9ISQ9Ah61t6xQCEiJhcjhUPkS5L4OyzcjHBMJTbwfcygS0W6l\n3Z5Ia0YSKe0nMW9aivSvB8+XsPrm3hK9EyCLLwY9AIoEnJDqgzwzdBwkEGwiZPIRrD9AfXoBNecG\n0P26BeVZD0qnA3NegIBPIbDlNBVuD5uuuImmMZfj9+Yjb5kPn+yFpljoMx3u+xjxZBTid0HEI9vx\n3voQmx+ZA5k3IiO/I0rEcOjiAUTvaWLmm99x+YbdpJ04h+VzL2piFXbDg2FOgiQHuCQE7HDoC1g+\nHtOX96GVhBDHDIJN4YiTGqJ+GEpSCubB36CkvEeH6ULEehvap4WopRJlHyj7u2HLq/BgHBuC73N0\nchIyEkTQIK1kEPZOjazgIFJ7juFUJpMsZ+Ooq8CrueCMinK8i8aMAsSZd2gz19CclUiLIw3twgBK\nlgNHVyPRrbnYV4UhhrThVbbSfbyIUKgdvgsiz3cgGxKhuw+Vi65F96WQ/dDtiKAXxTQToU3E8N6N\nP7YPnc5YRKCHauVODHr+DVHtPxvjJ/H+Rx/GL0y8hZTy3z2G/yOEEIOB/fv37/+P8fM2qMZrPEqo\n61Nse3RMKU8jWnfC+XVg6OCxw4gHoM9l7FC2cdazjTmPlxA27w309r+iD9qO+1AUtiYNa9R0zuu1\npK/6kM7kOG4Rb7LRN46Zg4O8f+luDLECI/QtwhLA7UuCsFQcaHTKeiIWV6Ls1zGuBWOWAE0iLU4M\nqxlp9GD2ehG1EmWDFeath8SJfzsjDOhLMT23sHc1nJQMI6MhPBeyHgItEW/zIVYYXxDXWMtvjjWi\ntVeiRNXTKGMZ6drLzennWWhejFZ+lsqnO+m7IQ4cL4N1Lt16JuamEiwRPcijk6nPtZD4Q5BQRi6G\ntRPTBwfofkBgrpE0W2I4WzeB8YHtKLti6bm4jPb+4XRXZXDwOxdlt/QnzePlhpNmaPsaOAWdEKi0\nUhMeS/yGVkS4hmW8wdmiS/Hm2hjw/nKUmItg9vr/eeNCAfghAY5ocM1X0H0ePdjA+YwPSO/8M5op\nC+PcEJTTkxB1e2GqB84+AVsfhaLxcOPn0HAO3htL58UW3si6kmivmbl1AZxKVK/H9dnDnLqqH5E7\ny4iv7wt9miGsErIegOTre41Rvp8OgRBcvKm3VOiuSVC6FaZNh0OHITMTnngfgi001k/D65xEeNtQ\nGs5/TE7NMUxWH6INvENS6Ypz4Fp2FsuZIKGJJmSKHbPwI20CZfB6WDcb9rlpnxaLtaONprFxuPPM\ndHbHcPpcJhd8tpuY2FZsfTxsi50Ghs7kt7+nLjuerdeNIhhpJqe8C1drNeHxE3Ca0wi3D0KLHAAn\npkPTGbr6vsvD6QovGiOoDT5JdNMKvIFUnM+fR3VYYYAd4W5EhlQO5fXF7BVk1YVjqzwGITeYUiFD\nQKILxDi8EZvY7wynrW8CM5fsQCmeBwPDQYuAtF6PI8/KRbhrvqLV6yfHNQJzTzv0dEDBcFpaV/Py\ngluZcGw7uefOkVzaiDJVJ5g2FlP0drC/jmjqj372d3TFSyI2nCPocvDpDbeRSRMFjcm4zq2l0+nB\nkrEEq/gW9BPQfAuh657A9EkdUqp43Q56XDqKMwLRbSZiYzlVa8DdZiH/2edRDn0Gt28DQMoges8E\nRGAOxqfL0G45xAmRj4tLSOY5BP87Etb+zs+7WEp54P/L5/4vrdi5SzCo6B+/XocOSsaMlP+Usf0c\nft02/xcgMQCJ+KnWQCGVMOVt/N5iesatRCu/H2sNlI/JI3fdIcT4eOg5CFvWMeb9/Thm5FO6MJfx\nZ++ja8poLA2jack5QExdK7Z975AZFsOxqYOwVnXS7o/A7g/n7gkqRE4mqJs42XyO7K6zhHtzUPLf\nAGHDiUpHxzDCM9vRpgZRn5d0lpuICFcw+gTouSdESDVjbwshdxiI/rUw878/8CE2oGbloIZOQWs7\nFJeAezccvgLCB2KrqWCB5zDeWA05IA7Rloa+IYvo+rPsYjjPz7ifwrgtvJlwK6ntnxFsasIU9V/+\nyipnHlhMv3f+SjBmEK7WveiOBoJ9cjDb38DzyP1olduRJZKI9G4m1n8CuyxwXRbmfstQ+APVL3SR\nOWYQFaEQ7TYHRHjgnA5nCmF/GVh16qamYEsO0jUtkrSMK+hb8DB0PY/vvBVrzP5e72dXATx+H7Q2\nQUZOrxtY8aNgD0OWbaMuaS1+mwNt6xuIg16UqAsQlX5oywTqYfpQaIyECj+B26aitB1gz1Xz6Gdb\nwZB15xhxqBvbtDEQKIcD38O0WfiVE5jPn0NmHEZ4nRCwweFn4OTbYImG9k2ADruugz4LYIQD9gg4\nVMKpBZl4x+dhrZxFeEUT0bVdOIPrac04Qml+EZsmFXOl9wSWYD1uUz8s/iP4/6TSZgtHVIUREf8c\nbLwGaXfAO68iT3QghkJkow6RYcQzlED7XuJCzSRXNpN2tILAUAuHFxlEL5uBb2wGns9LiWzswmMK\np93mojU/krxzARTjGF2OCjxhR9ENCMseSHhqGk7PiwR9c9nX+Q5N4RUMq08nsqYNtW8QoQeRtd3I\nLuiIcZDS5sKUcTEHs44xqPU05jFmNHc9tE+GmV+DENhemcPoPZ9RcUt/GifYSKz/FqI+gNPzIPUe\nEIKwab/HPv4tap/LpWxaGHHK1TgO1mBf8SQxmXlMOerDJLxUp/Yl9VwsdB3G9PYOCDgg42MILYNJ\nDdh9PQiXREvycnXNBnQ1mlZtJzLvapTu3WiHFyKcE5Hpf4C4t1BfNZBBG3h92OnBVn47wYIttCem\ncLa1Fs8ZP32f1hCf3wkXPQWBjt7YYY5EtX2EboxDi45BNBxFSQynmy142IWDUf/iqPafi66q6No/\nvumsqwb8VJ76S+BX8f4nItFpYjPVfEoG8/BSSw+VeKjERy1qooO4ukxSjp7AN1wnPiFI6IYlmDre\nhJbpsO4xRGcE/S/+lg+iltKefjVhSjuB5L2Eao8QHG6lfVwuWux4lBoz91TMpL+yjWVJD5Czuhk9\nsZCjiSHijrbj3ONDjo5BFPQDITCFagnv6WLbYyMZdXovtuuthHV0ETzVg/9SifWvDlquy8aef4xQ\nRjhKbiZqRxO4Yn9afVsJhZWjStDtQep330V8Rh4mRYG6NWBSEWlF2G3VSPN5xOBvEIU3wrkWEnJf\n5LG4XK7pvI73T05k/rDPqfw+g9S+sViAYL2Zxg8/JvkuB1re12iNWSiNZiz2l/GXzETv10DYRy6U\nimYIhME4oE8sJG5DPeVFyW0nc1MtsZM7yF1t0FDhRO45hUhQYPgoThQVsOnCqVy9xUKUeykxbecp\nST/JBUhE8DjB81asC1bAriuhZDh8+Tl0tsPAoXDdTRB9DzT+Efeouwi5NxNR3YU/zo/F/SMy1UD0\nlaAL+FDCgCshOg+uXYXv0Ql8vOgO2qM0kpsTGfr1BrpWdtKzfAMxcx2IRVtQ2ETAsg9TV4h2TyZR\nV28BazqEesDfCl1l0LANAipIrVfQ7TUwMALsVnK6o1CXf4lUWqBDUn9VMgnJ+0lR40k8+xRNXU3E\nhn9OQM/F+dx5RLWdfUMHknCRi6gwO0HtIfQojWCGE+3MXoLzTFhqTKiBThj2MdaO+8noHopx2Ita\nvQHfACu2zT6KkkHf9DAWx1K4+SuM5rNcsfwp6m66leiuvdh1genUcYyuLtzJMYR7DXzJffCkXI9b\n30D/pgNU+NoZfOIw0WXVKF6Qnt4up6ITmmc6OTq4iInRSxGOHEa+M5jQCDPNJgcJB6sRu7+H+mGQ\nlgf9kxEVkGlNQoZqwB2CrZdCmAlaN0LMFPjyHUS4i37BP+JRoznD7zENdlFY+COWjesYu+JlfKOa\n2NR/OmvuX8hvNt6AOtaN2BCHiB5CVdd6Yk1B6s5l0jMqk/5xE8B5PVqohlDoL3SGqnCGF3JseCP9\nTx9HOXAt0qYhZBCUEFgF+IKIrNWYw7cg12ynY9kGkjc6EBU+ghNUTIVTECYn/DgZ4mcgshagWF9H\nv+BW1MPvkpj4CE08j53if2+g+w/DUFV09R8Xb0MV/Cre/8uRSJrYyHnexkuveUAjm3CQSzSjSOVK\nrDIRpWYz7L4Tpu1FMzkJ7R2Ht/h59FoP1m3vwYDJYD+GJhsZIWaxy7yNGdwKZGMoqzBF+rGbFhO0\nt/HSngzsKbUsuuIvlJoGgDqW4/U6g/bVkbqyDr0LOPw5yjdhiGuvheAGTON9TG7dTsBhwc9gAqN3\nIQaBdWEAzeggIf0cFCXBxV0EXp+JKb4Y7UwFDJ+JmHgCc30AqQrIlEQ3fssuexMD9jZSPeN1CnKv\nRjm1EKp240uOxXJmPMLZAOXXwfqd2O9pZmDDZvrkJdEy1UXDR91My/GyOLmNcV/XI3Wdzu2rsOek\nE1M5CmntRF8+En14D/aVBsqYxXC5E/Ysh4QHwPIQaJfSFmHH/ufjxMeF8L3jJlA0hLQCFfdvp2NP\nmMsG5QgN1HNjYBaObeMgtgtTs4mxIqZ36zF0HKPCgp40Gtk1BM3lRY59G8PeTXB4COXd5fhcyZhC\ne7GvnUqSXUGGxaPVNWKk9keJFMh6EJ8cBB+wswZGuznYOoV1D13GJE80DTHniLY/hv2OJ7Df9gqm\nLy9G5KZCBFTrSdRFJOMK85PTPQWqF0Pup6DZex+2RBi5Fg6+DsfLoGw36GYYkACdVrSi+8C5HPFN\nKcT2J5DahCLiAJi48wyNhV7EX0egzslGvy4X7dEfiYo3MzxpGX+mm5vDCjESJmN4y/GP9iBdAhq8\n+C+4FHPpA4ip72Iqn4t01MJ+gfrgSkLHrkZTg2inWuCtayAiG8Vhx9nWgfPhB5GpXrgOaFYQ4Rdi\nOboNDD+WijrCxQ4MSyQxFgeVUQ78Liv+QBE2BVAOIgOg1EPs911MrNyK8BaCtCLyezAdCCMBFSEs\n4PdDVj6Mmghtd8Dvev9fnO6GrBD03Qh1b8K22aDOg6+3wII/YT2yG/2SW4llFh1s57T5jxTMeBe1\nsAjbzknMfOVrSm9I5mRUJoUdR/DNn8UKr53IyCH8xkgjBjeH8u4FpvZOfi2RGF7kALcwhFdwYqO9\ncBTRoQmIz+Ygja/AVgQ9xyFGQfcNoHtrJbUPPkfB0pcxn12McTQN08CBcOQOGLsOcu6FXTOg/DWU\noreR9tkYEW8TYbyERymhm024mPEvjnK/8u/mV/H+JyAQxDGZCAbjpRYvtYTr2ThKt8L5ZdByBDyV\nkB4O074HVx8EYBr2LdoXA5Aa0PcMvL4NLgF2LqCPI40DIyKpr12CqesYUbWVhJ3oRpvxV974filG\ntY9Vt9kJnQ5n/Im9VJ2vYMLBGmwlbeghibCBets9iCg/bFuJHNkNeRDsTudUZgwReceIUEMo1TGE\nxnYiV3owr2lHuNpR+wmsr5oJuUqRWR4IX47tWx+0gOFWUGp1fBEOBpcdpXPOwxTm34wItYO6HdIu\nICQPYKnVMb4ESrchnvwc3H9EMXqwu/uRwlAiirbzceIFvNp9G9ldTgx7D/6WYhyuQciqZchQLAyY\nCRlHME14GlL6Q3QKnP4RGhRIWIBRvYXwT79GL7cT6ufkVPEsxI2PMVBk4KablXxAgkzkyg4b5o0X\n9panxQOT70KJTgJpIEPVBOcqtCiDEHlWorZUQPRnKDESS52KrmfjeHEP8qn1dM4+g1+cInFLPnz7\nCDy1GuLi8JuqcBfcTeQju1CGhGg/JDHsKneciKIj7ix67XnCzzVDcgvqdw/BsDnQ9DZy3cUcmPtX\nEDpxrlaUyK/hyHmo/w0MfQts8b3lYiYHmARU/NhbYx1Khvc6INbcu40+7jWIjkJOfRkhJvV+KTm8\nBbO7g9mrvoOiBahDbyFYV4DMjCBLGFygKCwmkQP+Tp6nC9t+PyJ3AMqeAwQuuREZnULI40T77kZE\nggnqJAFpR0ux0pKoEp+iIfZ6weyHPmfBNRwsM+HAPkRHDRIv5PmQe88iQi4w2uB0COGWqEo7oQtU\nOoPJFH19CGubBzSlt+be4UBGuaFdgUQHMuhHRDshZQ7E7UL4T/VGsSIg+X3w94CtGNpVGLQGDj8I\ndUshdREMXg/tP8KLq2COE/oHYdkXhN27mOywh5EYuDlGD2WEu4+BPRxx2R0MW70KOagKJVeyOfwU\nyUYxv6kvQdlai3/mu2TS53/MfwvRZDEfHTcxzKZOf4XoB95GGhqhnZmY3hsKTQcJNpg4/fxB/I3z\n6ffdd9gcm5Fva5y7NYmsuLcxnVsLm8fCoJfAkgHBdhACJew59Nj3MWofJCJ1Ni0s/VW8/wF0FPSf\nYeit/xPG8n/Cr+L9T0IgsBCDhRgiGNjbWm9IGgQ7wf0xxOngt8J3IyBcQNtACB+IiJyAaDgO/mjo\nnwFFcTDoAYTuZ0zHUQ5YdjP987UowSCdefE0rD9G/rYbWGTaiCjVMSPwJ0WiFvSjs60NS7941MZy\n1N8PQsx7DvwejPFXITaORq+LxXf9QXyhK6nVdOrFVFJTqojPLUe51wMGyENADIgb/WhBP4ZLo6xf\nJoZ7Jn23/YC6fz/okghvB8Kv4HjtUbhegms5+Nsg8V7ao2owtTZgNgmktQ59/tVI7ym0gZEIxx8w\nCqNxXOqloOACXj65FvfQVnZnpLAo9w2W/OVhhjYm4HIZmLrWYd+ciGMBAAAgAElEQVSbSVv/p+mU\nfuzeNJQZ3ZhPPYCpYzx65DnkwnjaP2kn9taRbLFewVR0qqlkLZ8yngvpFwzQYb2amEFPg/VraKqA\n2AEQOIrUT2NoZowBQdRQItLkgzE/oG68BOGIAXsATbNC9Ql4ayrOSz0oIhIjsRHukRih8fg9TjpM\njVA0EHH/XSCCaLddw+CH5sPiP7Nr2QWMOTESshLg2zUg/GC0gKMAo/ocba0byIr247S39xacm4C0\nfmCLRxJCoIEpDBqqAQ1MoV7PdSUIp09DaRR4L4OhLxFSO1CJhWM74MXp4Azg8AnYfhhhfIgYEYsc\naUVEjecOSyJn3WdpbK7F0M+gZOagnmmFxFuwftYOR1ZAdCwU98DxOtinYb7Ug3fvM5AxAHHVYija\nAG+ugEF9wXKqt6NcXANUaOBRIB8Iz4SkpyCyD9RsRqyfDUCo0EnRppO4fD5wqoAOpkgUbwwhfzVq\nsw/q+0J/D7iiQf8OXK1gzgZZDO+vgyM+eHMeJAyHzN7jHUPJQpSbwGTDu2kQoTaNjkUXwoXziTnx\nIfaIFlgxDi59CpF6OeEM6J3AjUt6nd/G3I3/wLuEDrsIy+og3ttIes37KNndkDAGy9sPk3bFEhiT\n+T/mfzy9fQcs1R6Cch++Eb/B0ucyRPWDEHsh9HxK7bNmOnc1ED64AKWrC33n26hjbyEibghVPEt2\n9tNgT4bts0CXMO5rOHgLYvAK1OAz6NY7sJ1JIpBTTVDUYyLxXxHa/uPRUQn9LxDvX7PN/9XsWggn\nXoPILEjNhnUbwUpvu8Z+/cFXB60uKD0MmgLONIjt09s7utlNV8MnyICVQB+diCMjUDOHEsgpxpqb\nAttWIL9YBoaBDEZSNW8B9d49DFJzsJ3+ALpccOHtoJxBtr+DOF2ANJcjEzXK47Jx+aqICbT29uYO\nAbttGPhQ7pQIO8gSEGMgiMon8ZcQ5gkwsXkDzjf8iDgVuodATzO6UYcSMhB9LsTIGkV9wSsYrkji\nXB9gOV2G3PAEsvUExAlkg0QeUxF9dTAp0Aod8RbqduvoSwp5suEJnAereGXPIsJ6vMi8Qlj8PPuS\nDhA4+Tnxld2ININoUUNXXxdJVY00J0RhjpjON8JOCwmYsDGba4klQBvTUckhSl+NWJMHo9ZAZDt0\nroTIOeBdS+fFJ3B88DFqejoSiWgugb03w7h3YedB5KblBC+eRMfwr4kIOiGwG9GmoDYPQW8/iRpw\noydcjenwfpjzNUT0BvbmNQ8Q9t472PuOhehOsLth3GnY29lbAhimUZmaTWtRGim7W3FV1GHf34bo\nOwL/8FHIgsFYoy+DH+6Gqk0wYDGcXAfpI8ARBWtXwZZdMCMEyX3x9xtLW34zibftgfAGMIVhBLyE\nYiTm3XHoDxZjJO/FxOvIlJm03Taepy67jGFRe/htyXeIDgukXA6DpkLBaDh3Pew+DY7h0KZiJH7M\nrrciyXxwBrET5qExEr1yD8ofrkIZMgZyL4fJ4+DcSuTGR2CKF8pAtDh7z+udOcjOw7T5QAZt6Gmj\nif+qFHILoHUrSMAKMjePtqhOopT6XmfkchD+QWAvQHZ92Ouct05BeHT0WXHIb6PAZgWXjtArEbFd\nKGYoL8xk25XDUVXBUO0mclui0ZbdB0c3waUqjPwA0q7onaersyFzCgeLH2J593omtQfJD/wFtyma\nsq5EZga3E5H1Ixg2eGUuzH4IBlz4P+d6yffw5G00vHoFoQQXSdd9haxvRH01RHBDLvsf2YYzK5uI\nU6dQAdsddxD+4otgUqk8MY3EYxYsnnLw10JEJyi5MO0L2DULerIx2jYiU/rgTriAwMAiYrn9XxLC\n/pn8K7LNv93vov/gf3zdevRAiOnFnf+Usf0cfl15/yvpOgfV38DYdyHn2l6rTtcqWHkj1ISgoAhS\n68HVDYlKbzet9i6Iy4dde+DMHvQYG9/ccy0TSjdi6jsZsqZhjc5HdndjVLqQdU6UeX5E7jAydu4h\n7fhmWpOOYm3vROidUHkIXOsQoUxIOoOQfoSAnJ5TdIc5qcuOIqFxFqpvA9x+G2r9U8igBNUHdQL5\nzSxMM/ZxedtXlDoG05maRHh/G0IxwcwFtFZ+yLlJQ4lZu5OM6hLEX78lIckKsgPVMgOpaQTGawTH\nqL15O4FZqCIDGcyHM3cgKx9HXfMS6WWN2H57gGUpV3LAPgjdb3DK0Ye41jYi589iiCmEiJTosQpB\nlwnNCOJQulHVGBKGm+maciOVfIMhvfQTNUim0ILAoAmJA3f5cOwpA1BTint9k0P1EDwOpgKE7Tx4\nvUDvDgqxo5GZ18DBxYT6ZyLaKhCH38BhHYJpTzSUahCejntwCxTNw1RwDVZRALz5N+GWGOycLZiU\n/go8fS94mmDuKLB0QpoCJw2+y72EkXaF7tZa4pcfpKevnRPz+5B3949YVm/H+OPT4J8CzUchPg2K\nb4DM8fDuZFh4FIpuhkVl0FgGJXMR9TtQzT2Q1gZRuVD8W8S2r9AOHUUvdKPsOUTo+nbk0RNw5+1E\nGS08ueEATUVxCNVLYGY/5LlSjLZSzIcqkHU6epeKd/4eECr641YCx9tw5n2Em+8xcznm9IU0Pp1I\nwsLNiHobzLoCCu5HJMxFrimAoW7IWwTBGmTVeugIIDwazXPCSNsQgNR8OHMALBo4dJglEd2niHAn\nECrT0PZKiAHpb0LmFCHqhyIrTiGSvMhyHSWtDWNKM7JboTvKwdl+ufSEhRFbH6LLUEgNxTPqzHK8\nYSWIJxvgzm9h3VEY+Edo2AzhfSgPTyAaC6uKr6eCw/yhOZZA80r2F+WS2OzjYnc74boLIrJ75/VD\nW3rn8k+0yWqC36wgduXnKK9/T3R6DCe4kvin+6BuPAsnm3C/00FhqgnHkT341nxD9733YtTX05KT\ng2XmTJKL69Bsx5H77IhbvoHt08FRDfUHYOQ6KJmJUmZBnjdwhm3hbP4RYlrzEYkT+JX/d37+trnx\nTxjNz+dX8f5XovvhsmOg/Z1JSZ9r4bo4CHph3zuwtwFO5MHVX0C/HNh5L6x+GVKjIcogssdLrK+C\n1qgYkoRAfjINaV6E/tprKHOuQf32I4R/GljDIetulE960HQV2VUPCSpCNkBPCPoXQ20lmMJBcUFL\nJ+E9ndgDAZSe98BsgqrvoKUAsXUfcraAMAg27EI9PhvFfpqCggBWvRFfjsTeGAmH7yBq4EN4T35L\n5HutGB1+xLhYlIAbf7wgkOjD0HS0AyGkKYLABA2TshCluRlR+zBEFCMGT6Clcw3B9BbyHCFcnR2M\nLdmKOA/ZlNEwfjzOB1di7FuCqNmJetbAn27n4CU5KPn59E96DvuWDDqaHuW3pgZirDcTZX8GMOjk\nHgzaCHAMre4kzQOrMBu34tLuQ/0v8bZfjbBvQXq9SKMWw/gGQ1+PkbIX87EetC27IBgFJ9tQe6IR\nWcPRH7qTupxncXIFLub97dbK4ffi4xN0GqjRG3D0VBL+7QrIaIczKqzpgIEgPQZBzczQwc+hW8qx\nVP4RdeJvcez6DKXDx/4P+1H4lyase5+BiHbIvRq8BzEI4ouyQNE07CWvwLjf97pVRfWBw0loLeVo\n0x+HRxZB20mo3YUIusEDSrwHKT2op0H3vYTa1gnFIC8bT9LhzWy2TCbne420g7sQF3Ugm02wx4l4\n52M04xEc6k6q5U3EjfqasDoBjk8R4WMAsO6eQ+Nj7xF/3+eIM/dA7iBwRsHgx6DrHmTtNqQ9hbqM\nNBKrNJzRkuYtXjrjS7FXuiFSh74uyLobWrvgy1Wog8eyd3Y8eQ+9j9PUieKrg4N/JXBRGEa0F+2g\njuYHWRGircBF9YBswsmhT2UFjsojiBWddF1lxVt9Cul2EPV6JaIeSPEQnDkLwz4KS95C2vHylL4e\nOfM+hkkfE7uraUp1kPP9Lqy5g8jZfRIrHXizHZzxPI47LA2pGkgkEgMZCuI/vZPKGQqWi0aTKjbT\nh7HYDScdyYeJuTgMXr2ISLEReoJw8yVY71qCqaQENSEO47NX8b/+PPTtRqRAd24kNmsC2rSP4Yd7\nIPeq3jau0X+GQTcjys5CC5jcEfTEWQj7lwa0/0wM1J8l3sav4v3/YyL7/T//vc9PmaqJo+HLHLAe\ngeYv4GsTlJ+HKU/BiRVgioIb32Rkw0Oszk2m79uvI96oQqQ9irZ6GyK7oDehqXUCKOnw1dPQXE9k\nSxV0AZ0SlK2QL3rLuTAgbR4kTAZLHGz7HF/Z+4juLtrmJ5P8pY7o6YbwTMQeFXJCqHVZuEfvxOye\niqNjNF5jN9b0FwmdaEafJAk6niOsLoTvdhPm3QG0tiaCURrdw+2EfHYiQsNQZ4/GzjE8nnWoJ+dC\nMATpT4IIwLm7CdZ1YtUEwgIUD0dL2gMDbiGYWkNi2TF8Yx9AGZuGiR+QHx5C/PgnikqcqG99Te2o\nfcRkZBDXFeR8VBTRARUsreiqQZAfiGInIU5hynuI+H2nENl3QVwCGG3I4HGk6ke96hx66lwMvwlF\nnYHquQnt8RMIpxfyQhjdHnyuPOwTbiRUPIQ6riGCm3Byxd9uqUEXfjbSwwqClKJ0pTF8i0A0tfQe\ngdy5GJY+jjwGzIL2uFjiWn+gLNmNnjIJYj7CiIklOiWcQGuQ0geyiK7rJmgfiM84jy86CvRrsarx\npIy+gLRX74chv4OwWAh5wdsMUmI+vhkG3t97rn+oFLZWIpJA7gSCoOyH0BOdqGYQZ6yYPt+BnpqB\nySV5ctLVvFJ0Cmu5gihV4cUNKDEDkfqtBP3X4pyzhpi5QUKJU9DK5kHi3XSvqoS9G3DelIlvci3W\nl8Yi+haC3okIKwMNpLaNQEUy0bXJKM0ttKaNxXGklK5FLqKS5mI5sww2d0LOq2BLg/sfgT37CTu4\nmWCWgt6hIHJ12CGxrHcjbRoyuy/676Ixqo/hbOkmr/sEMvEQxmAFb6aBMULDet6H/ZDSm2fQDDIK\nqLqWqt8/jMVURzw6z7CTFlUnwydJ7t5LU0cd2VsqqRg5nOSz1URH+tHjMulMvp4+VR/QkLcURaiA\nQOgSsfJp2gtSaJcqGaKYDIqJMYL0fLIVNdWFKHoJLl/Rm6PQNRQmXgMvP4DaVQOqD2X8HGxfHoBj\nA9Ejb6fJ2IjzqktRhB1rvsQ6aitqpBm2LIJYV28JowGR4X+iQ/mSsB4XdG0FxQKxv+OYOIIDBymk\noWH6Z0W2X/k38Kt4/5I4fRie6YILhsKRtSADMOUxKJwNmx6DKc9B3DgcNePJKfmOgwlOhl2mIOwe\nqPkYjrdAix9OnIOa7YAOSZGQ6YQOJwwLgaUOsh+Bwy2wdw00N8HFuVDdTnDfEaybGvCMsJFwfwMi\naxS0NSCbT0FTHSKzBzWiEuvvo+i8aiW+4aswVWl0J0ShzgFN+jEFPJhMVswuLy0zE4l/sp7gdQae\nqDAS57dgaVwHMT/Apz9i69ZB3QhJT0PXAWj/AYzTaH4Vc3osxA1FjH8MDl6Nd1I1IXUTYScVbHVL\nUFOvAynRmxfimGdCDPsE3ryZlJxpBL9cjPrRGVJGWWHWDRARg4cHsXMzKk5Ufx/kjjJEXi0svR+e\nXQ+YIFRF6PDlmFoVlJczUaMGQTTIsBICh89izguDMZMRbEItnIux421qi18girsIr8xGT2vCL77D\nx1eEOImFydiYh0oGcZHPolTOgPxpcOVbvSL7yiLoD8Z+CN2Ww/aIN/EqVjSTg/o5BWhT2tHCQoRV\nx2Hzd6NrOmqHziDbPVif/B3Kmere93fVdBhRBT88DjNf6f0sjX8H49QjmJpPQ3MpxA6D7FFgDoPW\nAELVkRYzoqUHWkCOUhENqQRNHWyN6Ed3aj5/Cj3JJ1kXMu6DjWQEO6G5FpE7CFUZRahzFk1rviVt\nYRsGOwgmO/E8did2F5izBmIuP4vU3JAvIbQf4uMh42Zk8z4YsA/tTT8Bw0HQF+Rk3zbSC2NRn3RT\n/+h+UjdFoBYMhu27IecQNCwArTc5PBSlonQZGE0WFJMfaUui5Q8L8ZiO4TfOYVVm4zhmwfXMO2it\nBka2gdGqIhdOQ6TlIX0r0a0SIy1E4DqBCOvC1r0Db5SLHzjPUJIZbgxiVbAMe8ejONJj6HNgLFu1\n9RQcrMZc3A7RWdjKbOCKIbOjHiIv7r3my34PLVaSQx76l/oQrgPIiApC9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gK5MQUo7NNj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uTh1auInotu+QG0+AyQyJZrBeCXVbwSojErqg1YSW7qOzcy1Jylgwa7BpLWz8DP3Z9fTe2gcu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/GqKhbPZgIuAbGDCNkHYy7bwDDTTOpaf+CaQDpjQ4d506pDjs7/44vg+BxUhVDtZmJcTtaP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HorWPJA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\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wDrTUoCX40UK70LeMpKVHBFpHE74bHOhCTaQ2TEf84VowGOHNAbD5U7Qh0QjaEMn1YHXA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\n+v+C9sRYOkxmfL0MmKKsSFYLZF6C0G8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2CQZpMMV4MfpdOBUrqnCBPhJX2tUQ8CL5SkCA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\nxFW1fo+uCuh+J3S5o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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.quiver(sp.source['xyz'][:,0], sp.source['xyz'][:,1],\n", " sp.source['uvw'][:,0], sp.source['uvw'][:,1],\n", " np.log(sp.source['E']), cmap='jet', scale=20.0)\n", "plt.colorbar()\n", "plt.xlim((-0.5,0.5))\n", "plt.ylim((-0.5,0.5))" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }