{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting Pandapower Networks" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "This tutorial shows you how to plot pandapower networks. \n", "\n", "We use matplotlib collections to plot the stations or lines in the network. There are different types of elements in matplotlib, like lines, circles, rectangles etc. These elements are bundled into collections, where one objects holds many elements of the same type (see matplotlib documentation: http://matplotlib.org/api/collections_api.html).\n", "\n", "The plotting module provides several functions that create collections from pandapower networks. In this interactive tutorial, we show you how to use these functions to plot networks." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple Plotting\n", "\n", "There is a convenience function that allows you to plot networks fast without having to gain an in depths understanding of the pandapower plotting module. The simple_plot function can be called as follows:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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PDMbXPlGw5v8bIyIKBG4vJyJaQWFhYSgvL4dKpUJKSsqMa396/TxO1PTN+Tyb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9m4cSPe3t6ODksIcY8k6RZC9JGYmNg7nywuLg67XUGtlh5vIYQYK2sWJvLthRrqbw5eSO2JWTFD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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandapower.plotting as plot\n", "import pandapower.networks as nw\n", "\n", "# load example net (IEEE 9 buses)\n", "net = nw.mv_oberrhein()\n", "# simple plot of net with existing geocoordinates or generated artificial geocoordinates\n", "plot.simple_plot(net, bus_size=0.7)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This function plots geodata if it is available and generates generic geodata if none is available. Note that you need the python-igraph package to generate geocoordinates (see last chapter of this tutorial).\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting Collections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to have full control over the layout of your plot, you can individually create and plot collections with the pandapower plotting module." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import os\n", "import pandapower as pp\n", "import pandapower.plotting as plot\n", "import pandapower.networks as nw\n", "try:\n", " import seaborn\n", " colors = seaborn.color_palette()\n", "except:\n", " colors = [\"b\", \"g\", \"r\", \"c\", \"y\"]\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we plot only the lines and buses of an example network. This is done by creating a line collection for all lines and a bus collection for all buses. We then plot both collections with the draw_collections function:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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qKmLBggUUFBTEDN0aGBhg586dHDx4kL6+vpjeGIDZs2fzxS9+cUqG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2or4eTJk4EOTYheZCqUEH2ssrKStjbfHblZs2bJxdQtdDodixYtIjs7mx07dtDZ2UlpaSk1NTWs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\n4stRSFmSpH/d3awFC+bJaR8ZVAAAACYSK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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "lc = plot.create_line_collection(net, net.line.index, color=\"grey\", zorder=1) #create lines\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, color=colors[0], zorder=2) #create buses\n", "plot.draw_collections([lc, bc], figsize=(8,6)) # plot lines and buses" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Highlighting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Specific lines or buses can be highlighted by creating extra line collections in different colors.\n", "\n", "In this example, we plot lines that are longer than 2 km green and buses with a voltage below 0.98 pu red.\n", "\n", "First, we create a line collection for all lines in grey and a line collection for only the long lines in green:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "net = nw.mv_oberrhein()\n", "long_lines = net.line[net.line.length_km > 2.].index\n", "lc = plot.create_line_collection(net, net.line.index, color=\"grey\", zorder=1)\n", "lcl = plot.create_line_collection(net, long_lines, color=\"g\", zorder=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that the zorder is higher for the long line collection. This ensures that the green line collection is plotted over the grey line collection.\n", "\n", "We then conduct a loadflow and create bus collections in the same way:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Ivv3tb59Uj38weX1eHv/ocR7b9Bgb3RsJcXCYTxRRzE2ey02n3sTi2YuxmI+/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\nmnNV/jV7hUUAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pp.runpp(net)\n", "low_voltage_buses = net.res_bus[net.res_bus.vm_pu < 0.98].index\n", "bc = plot.create_bus_collection(net, net.bus.index, size=90, color=colors[0], zorder=10)\n", "bch = plot.create_bus_collection(net, low_voltage_buses, size=90, color=colors[2], zorder=11)\n", "plot.draw_collections([lc, lcl, bc, bch], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another way to highlight something is to use a different shape using the patch_type argument of the create_bus collection. You can for example mark the slack bus with a rectangle shape like this:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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dbjweD8uWLYt2Wecsq9VKXl4e69evZ8WKFVgsFoaHh/H7/fh8Ptra2ti9ezfN\nzc3A5O5S58KC71AoxG9/+1ucTifx8fF88YtfnNYI71Re+1Mzv36jjg+rOrCYzRQtSoq43+Fw8Mkn\nn0Q854oVK+akfhGRM6ERCxE5IY/Hw9/9/z+n35eGxWpncX463/pCBflZCdEuLeoMw+C5556jrq4O\ngLvvvpulS5dGuarzRzAYpL6+nurqahoaGiJ6Y1itVoqKijCZTBiGQSgUOq0/Z3JuSkpKeGvcM208\nV1VVxcsvvwzATTfdxMUXXzyj61/84Ci/fr0Wr3+y70tCvJWH7qjgsrWRU+9GR0d59tln6e7uJi4u\njkceeWTGAUZEZK4oWIjICR06dIjnn38ew4Cvff0bFBcVRLukBWViYoIf/vCHOJ1OHA4HDz74oLof\nnwXj4+McOHCA6upqBgYG5vW5zWZzeL1HaWnpaa/38Pl8PP744zidTjIyMnjwwQdnvFbk2z/YzuHm\nyF4gl65axH/4xqXTzm1qauJXv/oVAF/60pc0giYiUaOPNUQkQihk8Os3avlgdwPuiVLyk1wUFeZH\nu6wFJz4+nm3btvH000/jcrl45ZVXuPPOOy/I6WFnU2JiIpdffjmXXXYZHR0d7N+/n8HBQcxmMyaT\n6aR/nuzvpzofoLGxkfb2dkKhELW1tdTW1pKUlERFRQWVlZWkpKR8Zs07duzA6XQCk93dz2QB+ok+\n8jvZ54BFRUW4zel0jifyT8/Vcv3lJm67qpTe3l5sNtu89owRkQubRixEJMK/vHyIlz9sDL+xiYuB\nf/e1S7loxfnZZ2C2XnvttXBn71tuuYV169ZFuSKZC/39/VRVVbF//34mJiYi7istLaWyspKysrJp\n047Gx8d5/PHH8fv9lJSU8OUvf/mMwuZz7xzhqTfqCP3532FsDNx1TSE3bVpGfHx8xGPWNg/yn3+8\nHbd/8pgZg3zHMFmWNmJiYnjwwQdJS0ubcQ3nilAogHv85Ntgn4w9MQezWZ+viswlBQsRifA3//Q+\nTZ2jEceuKM/l2/fObI74hcLv9/OTn/yEgYEBrFYr3/zmN8/JHYzkxILBIEeOHKGqqoqjR49G3Ge3\n2ykvL6eyspKsrCy8/iD//Yev0tI5hN3s4T/89a3k553ZdsSGYfBf/88r1LZONqVMsw6TGTsUft7M\nzExSU1NxOp18WG+m2xU5DS/ePMHKhMkO3Zs3b+aKK644ozrOBa7Rdup2fX/G1y2/9F/jSNYUT5G5\npF2hRCRFpDDsAAAgAElEQVTCmztbGB7zRhwrzkni8nL1azgRi8VCQUEBVVVV4Tehg4ODuN1urFYr\ndrtd06POYWazmczMTNauXUtlZSVxcXGMjIzg9XoJBAJ0dHSwd+9e6usb+MWbndT3gjtkZzyYSN9o\nkKvWndk0QpPJxMrFacRMNJNELzHBY2E/EAgwOjpKb28vw8PDDHgScYcimwomxltZkunH7XYTCoWo\nqKiY1X+HhczvHWOgc9eMr8vIv5RYW/JZqEjkwqURCxGJ8Os3avn9uw34g5MvDSkJcXz73otYXZoR\n5coWtu3bt/Puu+9OO26328nLyyM/P5+8vDzy8vLOq87SF6JQKERzczOffPIJdXV1hEIhxgMO6idK\nMDi2Fa7VDA/clMOGymUkJyfPKmB6PB4GBgbo7+8P/zk6OorD4cBlJPNuLXj8k+eaTHDLphKWJg/y\nwQcfYDab+bf/9t8SF3d+dufWiIXIwqFgISIRDMPgpQ8bqTrST6zVzNaNxaxfnh3tshY8wzCoqqqi\nvr6ejo4OXC7XSc/NyMgIh438/HyysrLO+Q7TFyqXy8WBAwd4d08LO1vjP3WvwVJ7I8lWJ4mJiRQV\nFVFQUEBRURFZWVkEgiF+/XodzV2jJDliufuG5eRmntl2zh9WdfD2rjZ8gSArF6fz5RtX0N3Vyc9+\n9jMAvvjFL563PS4ULEQWDgULEZE5ZhgGIyMjdHZ20tHRQUdHBz09PQSDwROeb7Vayc3NDYeNgoIC\nEhLUL+Rc4vEFePif3qez/1igdMR4KbPXYTZN/zUbFxdHm38p7SPHFg/nZyXw3X99JQ67dU5qCoVC\nfPe738XtdrNu3TpuueWWOXnchaZ637sEB1+f8XUKFiJzT8FCRGQeBAIBenp66OjoCAeOkZGRE55r\nNpu54447WL58+TxXKbNxqHGAp96oY3DMQ0aKja/etJLMRGhrawt/DQ4OAhAIWahxleE3YiMe46ZL\nMnngC5fOWXfx559/nkOHDpGUlMTDDz98Xq338Xq9PP3004wONrNprXvG1ytYiMw9BQsRkShxuVzh\nEY3Ozk46Ozvx+XwAXHHFFWzevDnKFcpcc7lctLW1UdfQyq8/msAXjAwQObHdlCSPUFZWxpIlSygu\nLiYxMZFDjQO8vL0Jny/I2qUZ3H71ktMKCfv37+fFF18E4Fvf+haZmZln5fuaDz5/kD2He0hOjIOJ\nHl566SUCgQDJjqCChcgCoQ2cRUSixOFwUFZWRllZGQCdnZ38y7/8CwD5+WpKeD5yOBysWLGCFStW\n8PbBl2g/rrl2nNlHVuwgXm+AAwcOcODAAQAs8dkcHMphYjJzsv9oP84JP/d+buUpn6+4uJgBXyrD\n/mS+88u93HPLeiqXZZ2Nb+2sqm0Z4vFnq2jvc2I2GTjMTpbEB7GYIDY2Fph5sBCRuadgISKyQLS0\ntACTW40WFRVFtxg5q8bHx8nwH8BlzcOISaK0KI+/uGYJ8eb11NTUcOTIkfAGAEcHY5nwH7s2EDR4\na0cduXFdxMbG4vF4cLvd0/50u920O5Pp8uYTwsJol4/HfrmHR+5Zx/oVOVH6zs/MU6/X0t432c08\nZJgYDybS7c1mc3kyn7thA/V7/jnKFYoIKFiIiCwYU8EiJycHm80W3WLkrLJYLCTEx1FiagdgVSos\nK1xPbGwmJSUl3HzzzQwODtLS0sKv3m5ncCDyep/Px5/+9KdTPs+wP4XQcVvgOt0BvvfkW1y1NMDK\nlSspKytb8F25A4EATe19QOTOadkFS7nrrmtxjbZHpzARmUbBQkRkAQgGg7S2tgJotOICEB8fzze+\n8Q2ee+45+vv7qampobe3lzvvvJOMjAxMJhMZGRlkZGRgTS7iO7/cw/hxwxY5KSZizbGEQiHsdjt2\nux2bzTbt713bnbiG/BHPHQoRXtvz1ltvYbfbKS4uZu3atZSUlPx5atHCcPToUX77299CIB9Iirhv\nRcm5NeoiciFQsBARWQC6u7vx+yffAC5evDjK1ch8yMjI4P777+d3L7zCvoPNBPqHeemll7jvvvsi\nzitfmsk3b1/L27tb8fqCrChO46ufW4nFcureJ01jh3nh/QZCf96mxWIKkRY7GnGO2+2mtraW2tpa\nANLS0liyZAmVlZVkZ2dHZSepQCDA888/T11dHQB5cV20emNxB23YrGZWlmZwx+Zl816XiHw2BQsR\nkQWgubkZmFxfUVhYGOVqZL784eM23qyNZ8i9lFiTF4vzxNvMXrUun6vWzXxB/703TTbFO9TYj8Vi\nZlNFHls33EJ7ezt1dXU0NDQwPDwccc3Q0BC7d+9m9+7dxMTEkJ2dzcqVK6msrJyXrvEtLS385je/\nwev1ho+tWZrD399xG7UtIyQnxrEkP+Ws1yEiM6ftZkVEFoBf/epXNDU1kZeXx/333x/tcmQejDq9\n/M0/vc/gqCd8LCUhlu//3TWkJs3fGhufz0dLSwsHDx6kpaUFp9N50nPtdjvXXnstF1100ZzXEQwG\neeGFF6ipqQkfi4mJ4bbbbmPVqlUnvS4UCuAe757x89kTczCb9fmqyFzSvygRkSjy+oM88UoN2w+Z\nsFDIyszcaJck86SmaTAiVACMOH38+vfvcvctl5Kenj4vdcTGxrJs2TKWLZucWuTxeDhy5AgHDx6k\ns7MTj+dYjW63mzfeeIP169fP6RSptrY2nnnmmYjnKiws5O677yYuLu4zrzWbY9SPQmSBULAQEYmC\nlpYW3nrrLT7pSadzNAZIBODNgyE+d4OfeJs1ugXKWbesMIWUhDhGnMem/MTgp6uphh/8YA+LFy9m\n/fr1LF++/DM7cfv8QV75qImOXierStK49qJCzOYzf9Nvs9koLy+nvLwcAKfTSVVVFTt37mTc5SYQ\nmAwY8fHxZ/wcU0KhEC+//DL79+8PH7NYLNxyyy3h5xeRc4emQomIRMGTTz5JfVMHNc4ygkSGiK/f\nspLPX700SpXJfHri1Rre2tXK+ISf+DgzRWl+Et01hEKh8DlxcXEkJyfjcDhISEgI/5mQkIA9Pp6f\nvtZBXdsYABYzXLO+gL+5a92c1mkYBv/+f71KfZebECZK89P4j/dfTnLCmU/Z6uzs5Omnn2ZiYiJ8\nLC8vj3vuuWde1nKIyNzTiIWIyDzz+/20t7cD5snpJJ/6eCcQ0Oc9F4qv3byK6y4ppKq+n4olGRQs\nSmJ8fAtVVVV88sknjI6O4vV66evrO+H1w/4kGt3FTPV4CIbgg73NjDa9R4LNxKZNm7j44otnXeer\nHzVzuCtEyJiclnSk3ck//uJP/P03N81oe1rDMGhra2PXrl3hXagAzGYzN910E+vXr591rSISPQoW\nIiJzoG9ogglvgKJFiaece97R0UEwGCTWHKQ0P4Uj7ccWy+ZkxHPTZcVnuVpZSPKzEsnPSgzfTkxM\n5Morr+SKK66gsbGR1tZWXC4XTqcz4s9QKIQ3FMenG8f5DTMuTxDD72bnzp1zEixqmgfDW9ZOOdrW\nzz/8wz8QFxdHeno6hYWFLF++nPz8/IipW8PDw+zbt4/6+noGBwcjRmMAFi1axFe+8pU5mVolItGl\nYCEiMgv+QIj/8eu9HDw6gNcfpDgniUfuWU9uZsJJr5naWtZisfAf77uMn79aS1e/k6SEWO7cXEZC\n/MJpUCbRYzabWbp0KUuXTp8WZxgGbrebrt5h/v6JakacgfB9WclWShel0t3tnrNakh3TfyZjCALg\n9Xrp6uqiq6uLnTt3ApMNABMTExkaGgr3Z/k0i8XCli1buPTSS+esThGJLgULEZFZeP69Bj4+eGyr\ny4b2Eb7/m938/QOXn3Q3m0NH2nAF7KwsyiY50c7ffmlu58PL+c9kMhEfH8+SxfH8q9sM/uX5XTg9\nIRLiDL791S0cOfAR3d1dmM1m+oZc/HFPOwXZiWxcm4vlDBZ237llGTVNg7T2jAOQGG9hY2kqNn8u\ng4ODET0nACYmJiLWTkxJSEiguLiYdevWUVxcHJXmeyJy9ihYiIjMkD8QYmB4DIvho6lzZNr9jW19\n/OM//iMpKSlkZ2eHv1LTM/nxSw1UHU0iRDJDbVau73d+5uiGyKmsLoqnJOYQRgJce83VLCtK5ciB\nyftqu0L81WNv4/GbsJhNrN7Zwn++fyPWmFN37T5eWpKdxx7axCvbmxib8HHjxsXkZx37uZ3qhXHk\nyBE6OjoYHh7G7/cTFxdHbm4uq1evZvXq1TNajyEi5x7tCiUiMgMvvHeUN3Y20zc4RpzJi9XkZSSY\nFnFOomWcMkfjtGs7PIvo8S2KOHbximz+0/0bzmrNcn57++232bFjByaTiYcffpikpCSampp45pnf\nsH9kMe5Q5NqFf3XrarZdWXrW6zIMQyMSIheYmX1kISJyAWvpHuU379TRNTBBwIjBFXLgNWzEm1xM\nbe2UZIMbL1+KOfsyTOkVZC3Kx2qd3E7WE5q+NWff8PTpIiKnKxgMUl1dDcCyZctISkoCoKSkhAf+\n8lsQM31BdHvv+LzUplAhcuHRVCgRkZP4+GAXr37UzIQnQHFOIkbQx4QnGHGONxTLSkc9rqCdgGEF\nI8QL2wP4jcmX18W5JfyXh+4h6HPx0xcP8qfDoxHXpyaeeR8Akdra2vBahk9v1ZqRlkxRbhp1LUPh\nY9YYM5XLs+a1RhG5cGjEQkTkBFq7x/g/vzvAgaMDHO0Y4Z097VQf6ebTTSdiTEGs5gDpsaMsyfAy\n5E8PhwqA5q4xnn+3gfT0dP767stZXpSK5c+vvHmZCdx1/bJ5/K7kfLNv3z4AkpOTKS2NnN5kMpm4\n/5ZVlOYlE2s1k55sY8ulRWxcnRONUkXkAqARCxGRE3htRzMjzsidbsZcARLMXpyhBMBEnNXMpWWZ\nrMpOYNGiRaxbt46v//1ruMYit9ccHp98nAS7lX/8603srulmzOXjysp87HF6GZYzMzg4SEtLCwDr\n1q3DbJ7+WWFZcRr/9PBVdPSNk5JoI+kE28aKiMwV/UYTETmBWKtl2jGzKcSy+EbWbvoC/WNBLl+b\ny5olGRHnFOelMTDWG74dYzFRsSwzfNtiNrFxTe7ZK1wuGFOjFWazmcrKypOeZzabKFyUNF9licgF\nTFOhRERO4LarSslJdxx3xCDN5mbTpsv5i+tW8ZefXzstVAD89RfKSYmbIMbkI9EGN25czOaLC+ev\ncLkgBAKB8KLtsrIyEhMTT3GFiMjZpxELEZETSE+28x++cQm//WMDLo+flcVpfP6apZhP0Vws1hJg\nSVw9AauFz31uKxsuWTNPFcuFpLa2Frd7srP2pxdti4hEi4KFiMhJFC5K4u/umdmbts7OTgBizEEW\nFxWcjbJEwtOgUlNTKSkpiXI1IiKTNBVKRGQOTQULq9VKZmbmKc4Wmbn+/n5aW1uByUXb6hchIguF\ngoWIyBzq6uoCIDc394S79IjM1ieffAJMLtquqKiIcjUiIsfot56IyBwxDCMiWIjMNa/Xy/79+wFY\nvnw5CQkJUa5IROQYBQsRkTkyNDSEx+MBIC8vL8rVyPnG6/Xy1FNPadG2iCxYChYiInNkan0FKFjI\n3PL5fDz99NO0t7cDUFFRweLFi6NclYhIJAULEZE5MhUs4uPjSU5OjnI1cr6YChVtbW0AlJeXc8st\nt2jRtogsOAoWIiJzZCpY5OXl6U2fzAmfz8czzzwT3gVq7dq1bNu2TRsDiMiCpFcmEZE5EAwG6enp\nATQNSuaG3+/nmWeeoaWlBYA1a9Zw6623KlSIyIKlVycRkTnQ29tLMBgEFCxk9k4UKm677TaFChFZ\n0PQKJSIyB45fuK2tZmU2pkJFc3MzAKtXr1aoEJFzQky0CxAROR9M9a9ITU0lPj4+ytXIQub2Bnji\n1Ro6+52kJtr4yk0ryEqd/Jnx+/385je/CYeKVatWcfvttytUiMg5QcFCRGQOHL9wW+Sz/MMTu6mq\n7w/fPtzYw+3rTYyPjdLb28vo6CgAK1eu5POf/7xChYicMxQsRERmyev10t8/+UZR06Dks3QPuKhr\nHY441jfq540dbWTGHjuuUCEi5yIFCxGRWZqaBgUasZDPFgiGCIVCnzpqIs4WT1FBEqmpqeTl5VFZ\nWYnFYolKjSIiZ0rBQkRklqamQZlMJnJycqJcjSxk+VkJLClIpaZpMOLYf3v4c9ji9CtZRM5tGmMV\nEZmlqRGLrKwsrFZrlKuRhcxkMvH/fvUiitODOMwuchK9fPsrFylUiMh5QcFCRGSWtHBbZiI5wcYV\npX5WJDRwWfEExbnJ0S5JRGROKFiIiMzC+Pg4Y2NjgIKFnD7DMAC0OFtEzit6RRMRmQUt3JaZCoVC\n9PX1AWjqnIicVxQsRERmYWoalNVqJTMzM8rVyLng8OHDDA9Pbi27evXqKFcjIjJ3FCxERGZhKljk\n5ORoWouclqqqKmCyS/uqVauiXI2IyNzRb0ERkTNkGEZ4KpSmQcnp8nq9wOTPjMKoiJxP9IomInKG\nhoaG8Hg8gDpuy+mbChPTG+WJiJzbtHG2iMgZmpoGBRqxkNPzxz1t7GhNxO0uga5Tny8ici7RiIWI\nyBmaChbx8fGkpKREuRpZ6N7b185PXjxIrzOWsWAS1R1WXt7eGO2yRETmjEYsRETO0PHrK0wmU5Sr\nkYXuw086mfAEwrcDIROvvHeQfMcoRUVFpKWl6edIRM5pChYiIjNkGAYvf9jIBw0xxJDH+tTsaJck\n5wRj2hGX08krr7wCTO4sdvfdd5OQkDDfhYmIzAlNhRIRmaEfPn+An79Sw7A/hX5/Ji/t8+Ny+6Nd\nlixwl5fnYY+1hG9bTLAo8djPTXd3N++88040ShMRmRMasRARmQGPL8AnR/oIHffhc8+wl1e2N3LX\n9cujV5gseNddUkgwFOKj/V2EQgaXrl7Etk2ljI6O8s4773Do0CH279/P+vXrKSgoiHa5IiIzpmAh\nIjIDgaCB1x+cdnx8QiMWcmo3bCjmhg3FEceSk5PZunUrR48exePx8Prrr3P//ferx4WInHMULERO\nIBQK4B7vnvF19sQczGb9szqfJditLM5NoupIf/hYSkIsN162OIpVybnO4XBw9dVX88Ybb9Dd3U1V\nVRXr16+PdlkiIjNiMgxj+moykQuca7Sdul3fn/F1yy/91ziSNYXhfNc3OMrfPfYCnpCNjNRE7r6x\nnE2V+dEuS85xoVCIH//4x/T19WG323nooYew2+3RLktE5LRpnFVEZIaco4MsiW9ldcIR/v1X1ipU\nyJwwm83ceOONALjdbt57770oVyQiMjMKFiIiM9TR0QFMvhFctGhRlKuR80lxcTGrVq0CYO/evfT0\n9ES5IhGR06dgISIyQ1ON8bKzs7FarVGuRs43119/PVarFcMweP3119GMZRE5VyhYiIjMgGEY4RGL\nvLy8KFcj56OkpCQ2bdoEQFtbG4cOHYpyRSIip0fBQkRkBkZHR3G5XICChZw9GzduJC0tDYC3334b\nn88X5YpERE5NwUJkDjUcbWBwcFBTF85jnZ2d4b/n52vRtpwdMTEx3HDDDQCMj4/z4YcfRrkiEZFT\n04b7InPo/ffeZ9S1nbi4OHJzc8NfeXl5JCUlYTKZol2izNJUsIiLiyM9PT3K1cj5bNmyZSxdupSG\nhgY+/vhjKisr9TMnIguagoXIWeD1emlubqa5uTl8zOFwTAsbDocjilXKmZgKFnl5eQqKctZt3bqV\npqYmgsEgb7zxBnfffbd+7kRkwVKwEJlDd955J4OjBl1dXXR1ddHd3R2eG+1yuWhoaKChoSF8fnJy\nckTYyM3NxWazRav88073gAtfIEhhduKcvBkLBoPhHaG0vkLmQ1paGhs3buSjjz7i6NGj1NfXU1ZW\nFu2yREROSMFC5ARCodAZXZeUlEROQQGrV68OP87g4CCdnZ3hsNHT00MwGAQmFwKPjo5SW1sbfoz0\n9PSIUY1FixadcEtTwzAYGfeS6IglxnJ+LZcaGxujtbWV+Ph4EhMTSUxMxGaznXY48PgC/OOTe6ht\nGSIQDFGal8K3v3IR6Smz62Lc19dHIBAAFCxk/mzatIn9+/czPj7Om2++SWlpKTEx+vUtIguPXplE\nPiUUCvHBBx+QEz/7xzKbzWRmZpKZmUlFRQUw+al3X19fRNjo6+sLL/geHBxkcHCQgwcPAmAymcjK\nyooIG33jZp58rY7eoQmSE+LYurGIbZtKZ1/wAhAMhvjhz55hfKQfqzkYPm6xWMIhY+orKyuLFStW\nYLdHBoZfv17Lvrq+8O3aliF++tIh/t1XL55VbVq4LdEQGxvL9ddfz/PPP8/w8DA7duzgyiuvjHZZ\nIiLTKFiIHCcUCvHCCy/Q3nyUnLVn5zksFgs5OTnk5OSEj/n9fnp6eiLCxuDgIDA5MtHb20tvby9V\nVVUYBtROlDERnHwzPeby8ezbR7h4xSJyMs7tNRv1rcM8/twntPZkEmNKIyVmlEJbJybTZCAbGRlh\nZGQk4prXXnuN5cuXU15ezpIlSzCZTLT3jk977N6hiVnXNxUsUlJStD5G5tWqVavYu3cvra2tbN++\nnfLycpKTk6NdlohIBAULkeMcPnyYQ4cOYTKZaRwo4frrb5hRZ2V7Ys6pTzoBq9VKQUEBBQUF4WMe\nj4fu7u6IsDE6OoonFIc7GBtx/ZjLz3//wXNcvSaJgoICCgsLycrKwmw+d6ZIud1u/vm3+2jpcQEW\n/IaFoWAmN22sZEm2hfHx8YivsbExxsfHCQaD1NTUUFNTQ2lpKXfccQdjw718ejft1MS4z3z+QDDE\nj35/gMPNQ5hNsH55Nl+7eWXE9KvjF26LzCeTycSNN97Ij3/8YwKBAG+99RZ33HFHtMsSEYmgYCFy\nnKnpSIZh4vqbvkRKSkrUarHZbCxevJjFixeHj7lcLhoa2/jOsw04Pcf3yghhCYxw6NCxLr1xcXHk\n5+dTWFhIYWEheXl5MwpJZ4vf76e/v5++vr6Ir9ExJ+3OFcCx0BQMQfeomS/cUHHCx+rp6aG6upqD\nBw8yMTFBY2Mj3/ve94h3+bGbS3CH7ICJvMwEvnTDZy94feLVGt7c2Rq+3d47TpIjlr+4dikwudNX\nf38/oGAh0ZGdnc3FF1/M7t27OXz4MM3NzRGvDyIi0aZgIXKc46cWOJ3OqAaLE3E4HFSsXcF1LUFe\n/7gFry+ICSjNjeeq0hI6OtrDU6i8Xi+NjY00NjYCk+s9cnJywiMahYWFZ3U6TzAYZHBwMBwcpsLE\n0NDQCc83ATGmAH4jcjSmICvxpM+xaNEitm7dypYtW3jxxRc5dOgQbrebWAuscDQQl7GcisqLueai\nAuxxn/1yd6R1OOJ2yIC9hzvDweL49RUKFhItV199NYcOHWJiYoLXX3+db37zm1gslmiXJSICKFiI\nRDg+SIyMjCzYBbr3bVvNurIsdtf0UJKfzLXrC7D8eWcol8tFe3s7bW1ttLe309XVRSgUIhQK0dnZ\nSWdnJzt37gQmt7KcChkFBQWkp6eHp/4EgyE+2t/FqNPLtRcXkmA/8WiHYRiMjIxMG4EYGBg45e5a\ndrud7OxsMjMzJxdiD1h4dWcPI+M+LGYTq0rS+dwVp/5E1mKxcPvtt2O1WqmqqgIg1mrhr+/dSlJS\n0mn9N42LPcGbs1Ag/NepYDEV0ESiwW63s3nzZl555RX6+/vZs2cPGzZsiHZZIiKAgoVIhMTERMxm\nM6FQaNoi4YWmsiyLyrKsaccdDgfLly9n+fLlwOTUo87OznDQaG9vx+v1AjA0NMTQ0BDV1dUAxMfH\nU1hYSGZ2Hi/scdPaO4FhwKsfNfNXd5RTssg2LUD09/fj9/s/s1ar1UpWVta0L4fDEbGG4SJg84YJ\n3t7dRn5WApetzcNiPr0tZs1mM9u2bcPlmmBXTTdOt4NdB5rZckX5aV1/w4ZimjpHGJ+YDBNWk4/y\nomMjWFPBIjs7e0FMKZMLV2VlJfv27aOrq4v333+f1atXk5CQEO2yREQULESOZzKZSElJYWhoaMEH\ni9NltVopLi6muLgYmNz5qr+/Pxw02traGB0dBWBiYoK6ujreqhqjz38stHQPuvgfP3+bpbaGEz1F\n2NT2ullZWWRmZpKdnU1WVhbJycmn3YMiIyWeL12//Iy+V6fTyY7mOFrdxRiY+cELjRztCfLgF9ad\n8tpNFXmkJsby3Z++ChhkW/tJjp18s2YYhhZuy4IxtZD7Zz/7GV6vlz/+8Y/ceuut0S5LRETBQuTT\npoLF1Jvt843ZbCY7Ozu8EBQmG/UdHzSONsdOu84biNxlKS0tbdoIRFpaWlTne7/89i7aBg0MJmsI\nYeHDqg7uumElqYmn7mi+ujSTtVnDjI9Pblc79TMwNjaG0+kEFCxkYcjPz6eiooLq6mqqq6tZv379\ngp26KSIXDgULkU+ZWsB9voxYnI7k5GTWrFnDmjVrAHC8dojn/tgYcc6iNAe33XQbWVlZZGRkLMjp\nQK29E4SIDDZOj0Hv4MRpBQuYnMM+FSymumxr4bYsRJs3b6a2thav18vrr7/Offfdd05tMS0i5x8F\nC5FPmVrAPTIygmEYpz2F53xy1/Urae+b4GDjAF5fkMW5STxyz3pyMhb2PO68JD8xpiCB43aWystK\noCTv/7J33/FxXdeh739nGgaDAWbQO0FUEpW9iaQoiaJ6LKtbctySyLESJ44T577b3n1+N+3d3DjJ\nTVxi2ZYiyZYsq1iWZUpULIkqJMEGEgQGvdcZtBkAg+lnzvsDIkiwF5ADkuv7+eDzEfaZc2YdkQRm\nnb33WmdvJOaa8PHmx51omsZtqzIZGTnRsdtkMvHyuw527e1kyrucBGOI+ARpSiYWB6vVyi233MKu\nXbsYGhrit7/9LXfccUeswxJC3MAksRDiFMcTi0gkwszMzA25KdJo0PFfv7yekQkf/mCEJVmJ10SC\npdf8ZJs8uLVsIpjITLHw+B3LMBnPvDyruWeC//3CIUY9fgB2H+ohW0kgyTADwL5j/XT5DZ/OgpgJ\nhsz3axAAACAASURBVMz83bN7+OMHlpGZmSllPkXMrVu3jqamJvr7+9m3bx/JyclzSxyFEOJqk8RC\niFOc3NvB6/XekInFcRkplliHcFECgQCZcWNsXZ7Btu23kJFswaA/+9KQ1z9on0sqAKb9Gjp9BgXp\nHoxGI929cactrWrpHuXppz8iNzeHJ5988ordixAXQq/X89hjj/GTn/wEt9vN22+/jd1up7S0NNah\nCSFuQLIYU4hTuN0nGqWd3DBPLH7H90YkJsSTk2Y9Z1IBMBOInDamajq2bt3KU089xaoVVacd1ytR\nFGW26/f5+nQIcTUkJCTwxBNPYDab0TSNV199FafTGeuwhBA3IEkshDiFy+UCZntaxMfHxzgacaHG\nx8fnqjjl5ORc0DmleXZAmzeWn2GZ28T+hXuqyUk/MYMVZ9RTmj07g5GamiobZcWikZaWxmOPPYZO\npyMUCvHSSy/NJdpCCHG1yG9FIU6iqlGOdU4wFUkgIyMz1uGIi9Da2jr33xe6DOTOtamkGCcwKUFs\nFh3bVufxN9+8H4NhdpVoii2ev/naZu7ZXMgtq3P58ydWszRxtlpYenr6wt+EEJdh6dKlfOYznwFm\nSyS/+OKLhEKhGEclhLiRyB4LIT7lHJ/h/3vuIJ2DiYCVqW499/tCJFpO7+kgFp+2tjZgdrYiMTHx\ngs5pOFZPUXw/KHq+8Y1vYLedfl6aPZ6nHqwBZhvl7X5rdHY8LW2BIhdi4axYsYKJiQk++ugjhoZd\n/NX3fkVKVjHLC1K4Y2PBBXeyF0KISyEzFkJ86tm3HHQOTgIKoMPp0fj3txyxDktcAL/fT19fHwBl\nZWUXdE4kEuHYsWMAVJQvO2NScarJyUnC4TAwf8YiGFZRVdlvIRaHW265haqqatp9hRwdMPH+oX7+\n7fV6/vHFw7EOTQhxnZMZCyE+NXZSdaDjRt2nj4nFZ3h4GE2b3StRUlJyQee0trbi8/kAWLVq1QWd\nMzo6OvffcXFxjHl8/MvLR+lzTRMfZ2DrylyeuHP5RUYvxMJSFIWC8k3M7N0/NxbVoK51BNeEj8xr\nrNqbEOLaIYmFEJ9Ks8fT1je/23Z6smzevhZ8cHSMZm8JGgpvfDLIU4/koDvPko/6+npgtlznhS5r\nOrkb+4svvkhHoARP6EQ54td3d1Cca2NDVfYl3IUQC2fUEyDK/H8DM74wYx5JLIQQV47+29/+9rdj\nHYQQi0Fpvp2m7nE8UwFAI9Hg57/+/hbMccZYhybOYde+Hn7+XicB1URYM9E55CWiRllReu7N1Q6H\ng/HxcTRN4/Dhw0SjUXJzc8/Z9M5oNNLS0kIoFELTYDCQiXrS8xlV1TAadWyUxELEWHZqAp8cHZxX\nUjle58Pb8yEul5NwOIzVasVkkj1kQoiFI4mFEJ+yWkzsWL8Eq8GPd6iOHJOT4qICUlNTYx2aOIcX\nd7XQP+KdNxaNatyxoeCc5xUXFxMMBhkeHiYajdLb20t9fT1Wq5WMjIwzdhpPSEhg48aNVFdXk5eX\nR12nF/8pRXfWLM9gZVnGZd+XEJfDZNSTnhyPa8JHVFUxRr3kxQ2gj/oZGRmhpaWFffv20draisfj\nQafTkZiYKCWUhRCXRdGOL0wWQgCgqirf+c538Pv91NTU8MADD8Q6JHEOf/vsAfY1Ds8bqypK5e/+\neMsFnT8yMsKuXbvo6uqaG0vJWMKQuhTPTBSbNY4HbilmQ+XpsxCvvNfCT3c6iH46a7E0O4m/+6PN\nWKWSmFhE1KhGJByiu7ubjo4OOjo65nq+nMxkMlFUVERxcTFlZWUkJSXFIFohxLVMZiyEOIVOp2Ni\nYoLh4WHcbjcbN2485/IYEVsJ8QYOtzgJhWerMsUZdTxwSwml+ckXdn5CAjU1NWRnZzM0NITP5+fo\naDoDExpTMyFG3X6ausfZtiqP+Lj529I0n5P+toMoaNy6vpi/+N0NklSIRUenKBgMBtLS0igrK2PD\nhg1UVVWRkpKCoihMTU0RjUZRVZWxsTHa29s5cOAA4XCYvLw8+fknhLhgklgIcQZxcXHU19ejqipZ\nWVnSDG0Ry06zkpKg0dzajlkJ8vBtJdx/a8VFXUNRFNLS0li7di0B1cD+9hDaSdW4fYEIcSY9NSXz\n/x588skneMYGyU/R+PrvP4TJKB/AxOKnKAoWi4W8vDxqamrYtGkTS5YswWKxEAwG8fl8aJpGf38/\nDQ0N2O12UlNTz7g8UAghTiZVoYQ4gyVLlpCYmMj09DSNjY1UVFzcB1VxdZUX2Cix9AKwbvktF33+\n+Pg4bW1tDA4O0tU7hE7JRtXmJwnJSeZ536uqSnt7OzDbO0M+dIlrldFopKSkZK5U89jYGO+++y7t\n7e1MTk7y8ssvU1payt13301y8oXNBAohbkySWAhxBjqdjsrKSmpra2lrayMQCGA2m89/ooiJaPRE\nc7qL/YDf1tbGyy+/PO8aiXorE5EU+LRcZ0mejR3rl8w7r6+vj0AgAMCyZcsuMXIhFp+0tDQef/xx\nWlpaeOedd5iamqK9vZ3u7m62bt3KTTfdhMEgHx+EEKeTpVBCnEV8fDx1dXVomkZaWhpZWVmxDkmc\nxdTUFHV1dcBsGdnOzk5GR0cJBoOYTCbi4uLOmHAMDAzw4osvoqoqMNtNu6ysjO0bSslMT8GeZGFV\nWQZ/8tgq4k8pO3zs2DF6enqA2SQjMzNTnuaK64aiKKSnp7NmzRqi0SiDg4OoqkpPTw/t7e1UV1dL\nciGEOI38VBDiLHJyckhOTsbtdtPY2MjKlStjHZI4i7S0NCwWCz6fj3A4TG9vL729vXPHrVYrubm5\n5ObmEtAl894RNyNuH6GZcbKMJpLN8IUvfIElS07MSqw7z3sWFhayb98+gsEgk5OT1NbWUlhYeIXu\nUIjYMJlM7NixgxUrVrBz5056e3txOp289dZbPPjgg7IEUAgxj8xYCHEWiqIwMzNDX18fHo+HtWvX\nSjOpRcpgMLBmzRry8vJITk5Gr9fj9/vnZiJCoRDj4+N0dvXwToPKsDuCLxAhGDUxo1r46mPbKCst\nvaj3tNls5OTkcOzYMVzBNNo8qfz20DCd/R5WLctAr5d+AOL6kZCQwIoVK5iYmGBkZISRkRGsVis5\nOTmxDk0IsYjIjIUQ51BdXc3HH3+Mpmk4HA7Wr18f65DEWZjNZpYvX87y5csB0DSNsbExBgcH576a\n+/0EovP3ygSi8fiUlEt6T71ez0QoicFgFtEgjE5P0TM8RVSDb3xu1WXfkxCLiaIo3HfffQwPDzM2\nNsY777xDbm4u2dnSaV4IMUseqQlxDunp6WRmZgLQ2NgY42jExTi+RnzlypXce++9fPWrX+X3v/w4\nxlNmEuKMOlJt8Zf0HgUFBcSlLp9rkHdcc8/YJcctxGJmMpl45JFHMBgMqKrKK6+8MlfEQAghJLEQ\n4jyqqqoA6O/vP2O3WnHtqCxKp6Z0fi8Kq36GUDDEpDd4UdcaGBjgueeeY2Rk+LRj7vFR3nvvPcLh\n8GXFK8RilJGRwb333guA2+3mzTffRNO0GEclhFgMZI+FEOeRlJTE/v37gdlNwCdv8BXXFkVR2Lwi\nB5NRjxaeIewdYSZi4p2DTj46MsCUN8SKsvM3QwwEAnz/+9/H7XYTpwsyGbGhMtv3QodKumkM91AL\nDQ0NpKSkkJqaeqVvTYirKisri8nJSZxOJ2NjY5jNZvLy8mIdlhAixiSxEOI8zGYzXV1dTE1N4fP5\nWLt2baxDEpdBr9NRWZTK1tUF/PLjPnyR2TKyvmCEXucUq8oySUk6f88Sh8OBz+dDp2isrcghNy+f\nnHQrd2/IJSNuArfbTSAQoLGxEafTSV5envRCEdeV4uJiWltbmZmZobu7m+LiYpKSkmIdlhAihiSx\nEOIChMNhOjo68Hq9VFVVYbFYYh2SuEwDI17e2tNH9KQVHOFIFFuiiZqSc89a6HQ6SsvKeW2fh96Z\ndLpGoxRkJ/PNx9ewvDCd6upq0tPT6e/vn6tIdfjwYUKhEImJiSQkJFzhuxPiytPr9RQWFlJfX08k\nEqGrq4sVK1ZgNBrPf7IQ4rokiYUQF8Bms1FbWwvMNs6TfgXXPpNRx4d1g3j94ZPG9Dy6vYys1PN/\n8P/hGw4aemaIoicS1dM9NIVOB9XFaSiKQkZGBqtXryYSiTA4OEg0GqW/v5+DBw/S3NyM3+8nMTGR\n+PhL2zguxGJgsViw2+00NzcTDAYZHR2lqqpK+lsIcYOSxEKIC2Aymejr68PtdjM9Pc369evlF+c1\nzmjQE4qodA9NEQyrmE16NlZn8cC2kgv6s335t21MTM2vhhNn0nPL6vy57w0GAyUlJSxfvpzJyUnc\nbjcAMzMz9PT0cODAAdrb2wkGgyQlJclSKXFNyszMxOv1Mjw8zPj4OEajUfaiCXGDksRCiAsUjUZp\nbW3F7/dTVlZGYmJirEMSl6miMJXNNTmk2cw8sr2M+2++sKQCYE/9EM5x37yx0iV2bqo5vWGY1Wql\nurqatWvXkpycTCgUmqswNj09TVdXF7W1tXR3dxMOh7HZbNKMUVxTioqKaG9vx+v10t3dTWFhITab\nLdZhCSGuMkkshLhAycnJ1NbWomkacXFxFBcXxzoksQCsFhPlhamkJ1/cvpmkBBMNHaP4g7PdvXPS\nEvijh1Zgs8ad9RyTyUROTg4rV65k9erV2Gw2AoEA09PTAExOTtLR0UFtbS19fX2oqordbpc162LR\n0+l0FBUVze236OzspKam5pwJ8ow/zNv7ehgc8ZKfmYheJ7PAQlzrFE2KTwtxwV5++WVaWlpISkri\nz/7sz2Q51A1ueGyGt/Z0EWfUc//NxedMKs7F7XbjcDhobGzE5XLNO6bT6SgpKaGyspJly5YRF3dp\n7yHE1dDU1MQrr7wCzFaN+vznP3/Gn5OOrjH+5eWjDI3NoADFeTa+/eRGbFZZDijEtUxmLIS4CIqi\n0NTURDAYpLCwELvdHuuQRAwlWkysWZ7JitJ0zCbD+U84i/j4eJYsWcLatWvnqo55vV78fj+apjE+\nPk5LSwu1tbU4nU4URcFut6PX6xfwboS4fOnp6fj9fgYHB3G73fj9foqKitDp5vfj/e4vjtLe75n7\nfmIqiD+osq4i66zXnvGH+Y/9vYx6fOSmJ6KTBztCLDqX/ptQiBtQWVkZJpOJUChEQ0MDBQUFsQ5J\nXGfS0tK45ZZb2LZtGy6Xi8bGRhwOBx6Ph0gkQnNzM83NzZhMJpYtW0ZVVRXFxcWSZIhF44477mBw\ncJDBwUEOHDhAf38/Dz74IGlpaXOvcU+f3ul+/JRiCCerbx/le6/UMzw+g14HpfnJ/L9f3YTFfOZl\ngl5fiA8OD5BqM7OhKluWWQlxlciMhRAXQa/XMzY2hsvlwuPxsHHjxtOexAmxEBRFwWq1UlRUxIYN\nGygpKcFkMjE5OUkoFEJVVUZGRmhsbOTAgQNMTExgNBqx2WyyRE/ElE6no6ysjOHhYTweD16vlyNH\njhAfH09OTg4eb5BP6jqZmFbnnXdTTTYrSs/cQ+ZfXj5C5+BswQNNg7HJAKoapaYklffee4833ngD\nnU5HXl4eh1tc/M2zB/jwyCD7GoY42jbKlpW5GA3ys1qIK032WAhxkdrb23nxxRcBeOKJJygtLY1x\nROJGEo1G6evro7GxkebmZny++ZWpEhISqKiooKqqivz8fEkyRMxomsa+fft4//33UVWVoGrEyTJ8\n0ThCfj+aAlHNgCU+jsqiVP6vL67FaDjzzNtT/+s9Bka888aK0hUqU5wMDw/PjT366KP8+3tjNHVP\nzHvtI9tL+eI9FQt/k0KIeSSxEOIiqarKd77zHfx+PzU1NTzwwAOxDkncoFRVpbu7G4fDMdeg7GRJ\nSUlzSUZOTo4kGSImnE4nr7/+Ont6EplSk046EuWhmwu4Z+tyMlLOXZXt2z/ax+GWkZNGNHJMw+SY\nZ8cURUHTNIxGI0cnS/FH5lej2royl//0hbULdEdCiLORpVBCXCSdTofb7WZ4eBi3283GjRtlfbuI\nCZ1OR0pKCsuXL2fjxo3k5uYCs1WmotEowWCQgYEB6urqOHbsGF6vl4SEBBISEiTJEFeN1Wpl5cqV\n/PLjPkKRk48oZKUlcfv68+9VK86z09rrZmomiEGnkaifJN88hKLA9u3b2bZtGw0NDUQiEdyhRELa\n/Oppt63Np6IwdWFvTAhxGkkshLgEJpOJ+vp6VFUlMzOTjIyMWIckbnA6nY60tDQqKirYsGEDWVlZ\nRKNR3G43mqYRCATo6+vj0KFDNDU14fP5SExMxGK5uP4dQlwKvV7Px8ecuKfmz6rlp2hsXlV43vNt\n1jju2FDAhspsilMDzAwdRlFmu9s/8sgjpKamkpycTEdHB0syLIT1drz+CHoiZCWG+dYXt6CTDdxC\nXHGSWAhxCWw2G3V1dYRCIaLRKFVVVbEOSYg5er2ejIwMqqqqWL9+Penp6UQiETweD5qm4fP56Onp\n4cCBA7S1tREIBEhKSsJslh4C4srR6RRaeyYIhmc3bVt0PhL99Vgt8XOzbWfiC4QZcfuJMyrs/ei3\nHNy/BwCj0chnP/tZsrOzAcjMzGTLli3ctGE192wuwcIYoZEjJOtGWLVqlfz9FuIqkD0WQlyiXbt2\nUVtbi16v51vf+pb80hKLns/no7m5mcbGRnp6ek47np+fT2VlJZWVlVit1qsfoLju9Tun2LW/j3ij\nyqDjPfy+2a7zd9xxB5s2bTrt9S/sbGL3kQEmp4PEKUGyDL0kGbykpKTw6KOPkpmZedb3mpyc5J//\n+Z8B2LFjBzfddNO840NjM/z6o040ND5zczE5afJ3XojLJTMWQlwii8VCXV0dmqaRlpZGVtaZGztF\noxqOrnHGJv2k2eNlbbuIGaPRSE5ODitXrmTNmjXYbDaCwSBTU1MATE1N0dHRwb59++jt7UVVVex2\nO0bjmXsFCHGxbNY4Vi/PoKY0i/LyZbS0tBAMBuns7ESv18/rDdTcM8EPf9nApDeEGtUIqnr8qpnN\nVWl8/vOfP2+D0kAgwMGDB9E0jZycHIqKiuaONXaO8dfP7udo+xjt/R72NQxTnGsn8zybyIUQ5yaJ\nhRCXyGq10tDQgN/vJxKJUFNTc9prxj1+/sfTe3ntgw7ePzRAXauL9ZVZl9WlWYiFEBcXR15eHqtW\nrWLlypUkJibi9/vxemdLeno8Htra2qitrWVgYABN07Db7RgM8ndXLIz4+HjKy8tpbW0lEAjQ3d0N\nwNKlSwF4Y3cHjq7xeefo9Eb+5Et3Y0s8fwLwm9/8BpfLhaIo3HfffSQkJMwd++Ev62nvn5z73h+M\nMO0LsW113gLcmRA3LvkNIcQlUhSFqqoqPvroI7q6uvB6vactH3nm1w7a+jyffqfR3OPm2V87+LPH\nV1/9gIU4C7vdzubNm9m8eTPj4+M0NjbS2NjI2NgY0WiUjo4OOjo60Ov1lJaWUlVVRWlpKSaT6fwX\nF+IcjHEJ2Itvpe3QUZKig3z44YdUVVVhs9lwD7cDCnCisV2qPQFb4vmXnQ4MDNDY2AjA2rVrSU+f\nbbzn9Xo5ePAgre3DQMK8c3yByKmXEUJcJEkshLgMxxMLTdNoampi/fr1846PevynnXOmMSEWi9TU\nVLZt28bNN9/MyMgIDoeDxsZG3G43qqrS0tJCS0sLRqORZcuWUVlZSUlJCV6/yusftDMTCLN93RIp\n7SnOa9zj5//50T56ndOADaMST3HSGKqq8swzz+BzOUkyFDIdSUJDIdFiZMeGJcQZz13eW9M0du3a\nBczOzG3bto2xsTH27ds3V83PTDaTWJhNXGaV5J97aZUQ4vwksRDiMqSnp5OZmYnL5aKxsfG0xCLV\ndvqTtTONCbHYKIpCZmYmmZmZ3HrrrQwPD9PY2IjD4WBqaopwODw3s6HpE2gPlDL1ac6899gQX7q3\nkrs2LY3pPYjF7ee/bfs0qZgV1kx4DUt47rnn8Pv9KArcvyaezOJV9AzPcOvaPJZkJZ3jijA46uWj\n/Y309A9jUGYf/rz55pu0tbXNe922qgR6/Sn0js6Wv60oTOVL90pnbiEulyQWQlym6upqXC4X/f39\neDyeeRsKv3xfJS2dQ4x5Z4uvleYn82X55SWuMYqikJOTQ05ODjt27KC/v5/GxkaampqYmZmh15vM\nVPjE673+CG993MYdG5ag0+nOfmFxw3K5XDhaOjj1Y8iYe5os62yGun37djZv3oyiKGw7z/U0TeP7\nr9bzSf0QXn8Yo1JGnnmEw4cPz71Gr9dTXV3Npk2b5noPRdQoAAa9/D0VYiFIuVkhLtPJJQ23b9/O\nli1b5h3/0Y9/gqNnirzcHL75h4+ilyZN4joRjUbp6enh//yiga7R+cfilAA35QxSUVFBVVUVubm5\nUhFNMD4+zu7du2lsbMQZTGMgmMvJy5HsBg+VycM89NBDlJaWXvB1GzrH+J8/riUQUufG4pQAldZW\nLPFxrFu3jvXr10sZZSGuMJmxEOIy2Ww28vPz557inpxYaJrG2OgIycYQq8pqJKkQ1xWdTkdRURGf\n2W7ge6/WE45E545Z9H6mp6fZv38/+/fvx263U1lZSVVVFZmZmZJk3AAONjl58+MuvP4wOalmiqxO\nHA31HH+emWvxYM9YimvagGdymnidn4K4frZsueWikgqAw82ueUkFzC6t2rDldm6/ea0UGhDiKpHE\nQogFUFVVRX9/Py6Xi9HR0bkKJJOTk4RCIYC5qXchrje3rc1ncMRLrWOYYEhlaXYi96wpoqs9gba2\ntrmu33v27GHPnj2kpqZSVVVFVVUVaWlpsQ5fXAFDY16++0o9E1MBADr64ZjBQ4lFQ6fTsWbNGrZu\n3UpiYiKBYIT6hkb+4523UFWV9957j0AgwG233XbBS+nWLM/kN590EQifSG7NhgjrV5dLUiHEVSRL\noYRYADMzM3znO99B0zRuvvlmbr31VgDa2tp46aWXAHjqqackuRDXtWhUQ9M09CetVw8Gg7S2tuJw\nOOjo6CAajc47JzMzk6qqKiorK0lOTr7aIYsr5AevHWXn3t55YyYlxOM3mbj9tm1nbG43MDDAL37x\nC6anZzd0l5SU8OCDDxIfH3/e99M0je+9Us/ehiGmfWGMSoicOCfLsxW+8pWvzOthIYS4cqRBnhAL\nwGQy0d/fj9vtZnp6mvXr16MoCs3NzXR3d6PT6bjzzjtlI6u4rimKgu6U5X4Gg4HMzEyqq6tZv349\nqamphMNhPJ7Z/i4zMzN0d3ezf/9+Ojo6CAaD2Gw24uLiYnEL4jKpqsrhw4fZ9VE9U+H5TeySrHH8\n5ZP3kJBw5uZ2SUlJVFdXMzAwwKjbx6HBRF77sIc9DU4sZiMF2WevCKUoCusrs9hQlU1lUSorc4NM\nDDbj9/vp6uqiqqpKmjsKcRVIYiHEAolGo7S2tuL3+ykrKyMxMZFDhw4xMjJCWloaGzZsiHWIQsSU\n0WgkOzubFStWsGbNGpKTkwkGg0xOznZAnp6eprOzk9raWnp6egiHw9jtdlnKcg3QNI3m5mZeeeUV\njh07Rhw+POEk1LkV1xrJxinu3lp+zg/4JpOJmpoaXtnjYdxvJhLV454O0dw9wcaqbBIt5/67kJRg\noiAriaLCAiKRCP39/Xi9Xvr6+qisrESvP3cPDCHE5ZHEQogFYrfbqa2tRdM0TCYTJSUlfPjhh8zM\nzFBUVERFhZSZFeI4k8lEbm4uq1atYtWqVSQlJeH3++eWwUxOTtLe3s6+ffvo7+9HVVXsdjtGozHG\nkYtT9fb28tprr1FbW4vfP1sqNicrnft3rENvjCdOHyEu2E+OsZ+pqUnKy8vPeT2PN8Tru3sIqydW\nagdCKgaDwqpl519O6vWH+fe3HLSP6JgOGjCEx5memsRut5OTk3N5NyuEOCeZFxRigZjNZkpLS2lp\nacHhcLB9+3bGxsYA5jZzCyFOZ7PZ2LRpE5s2bWJiYgKHw4HD4cDlcqFpGp2dnXR2dvLWW29RXFxM\nZWUly5Ytw2yWZpOxNDo6ym9/+9t5zedsNhu33XYb1dXVKIrC5nWz46+//joNDS4aGhooLi5mxYoV\nZ7zm1NQUb/9mF+GQBsxfDpeSdP4/bzWq8e0f7aO11/3piBmbYSnlSf3k5eVdym0KIS6CJBZCLKCq\nqiqamlvpGjfy/Bv7CEei6JTZDapCiPNLSUlh69atbN26ldHR0blu3+Pj40SjUdrb22lvb0ev189L\nMmRPxtUzNTXF7t27OXr06Fzp2Pj4eLZu3cq6devOuNTp3nvvZWBgALfbzc6dO8nLyyM1NXXueDQa\nZf/+/ezevZtQKESSIZexcBrHe1wU5douqJP7AccwHf3ueWNe1co9n31cfg4LcRVIVSghFlDXgJv/\n/C/v4lfNgEa8zk9JfDd/+c2npOKNEJdI07TZTs2fzmS43fM/OOr1ekpLS6moqGDZsmWyJ+MKCQQC\n7Nmzh9raWiKRCDC7OX/Dhg1s2bLlvDNIAwMDPPvss0Sj0bk/s6qqKiwWC7t27cLlcgGzG7HXrFmD\nai2jtX+SlCQzj95edt79FQDv7u/hX39RP29Mr8D//tObKV0iP4OFuNIksRBiAf3dvx9gb8PwvLFU\nk4dn//aL0hBMiAWgaRpOp5PGxkaamprmqksdZzAYKC0tpbKyktLSUkkyFkAkEuHgwYN8/PHHc3so\nFEVhxYoV3HrrrSQlnb1a06n27dvHu+++e9bjOTk53HvvvZe8F8IfjPDNf9rN4OjM3FiC3sc//fmt\nZGdlXdI1hRAXThILIRbQf/ruxzR3T8wby7HDD//v+2MUkRDXL03TGBoampvJmJqamnfcaDRSVlZG\nRUUFpaWlsvH7ImmaRkNDAx988MG8BK6srIzt27dfcl+e4eFhjh07hsPhmNusbzab2b59O6tXr77s\nstzNPRO8tKsF1/g0vskRcuMGyE618OSTT2KxnLnUrRBiYUhiIcQC+scXD/PB4YF5Y3dsKOBPIb48\ntAAAIABJREFUHl0Zo4iEuDFomsbg4OBcknH8A+txRqORZcuWUVlZSUlJifQ0OI/+/n527tyJ0+mc\nG8vNzWXHjh0UFBQsyHtomkZfXx9Op5PKykqsVuuCXPdkdXV1/PrXvwagsLCQ3/3d35V+QkJcQZJY\nCLGApmZC/O2/H6C5awSA7GQD//itu7GY5UmpEFeLpmn09/fjcDhoamrC6/XOO24ymeaSjOLiYkky\nTtHb28tPf/rTuX0UKSkpbN++nfLy8mtySefOnTs5ePAgABs3buTOO++McURCXL8ksRBigWmaxg9+\n8hL9fX0sK8riy1/+cqxDEuKGFY1G5yUZMzMz847HxcWxfPlyKisrKSoquuEbqA0NDfHcc88RCoUw\nGAzccccdrF69+pr+/6KqKj/96U/p6ekB4P7772flSplFFuJKkMRCiCvg3XffZd++fZjNZr71rW9d\n07+UhbheRKNRent7cTgcNDc34/P55h03m81zSUZhYeEN9+92dHSUZ599Fr/fj06n4/HHH6ekpCTW\nYS0In8/H008/zeTkJHq9nq985Svk5ubGOiwhrjuSWAhxBbS1tfHSSy8BcN9997FmzZoYRySEOFk0\nGqWnp2cuyThe7ei4+Pj4eUnG9b4u3+1288wzz+D1elEUhYcffpiKiopYh7WgnE4nzzzzDOFwmMTE\nRJ588kkSExNjHZYQ1xVJLIS4AjRN44c//CEulwu73c7Xv/71G+7ppxDXClVV6enpobGxkZaWFgKB\nwLzjFouF8vJyKisrKSgouO6SjKmpKZ599tm5yk+f+cxnWLVqVYyjujIcDgevvvoqAHl5eXzpS1+S\nPTZCLCD9t7/97W/HOgghrjeKomCxWGhqaiIQCGC328nOzo51WEKIM9DpdKSkpLB8+XI2bdpEXl4e\nOp0Oj8eDqqqEw2GGh4epr6/n8OHDuN1uTCYTSUlJ1+Rm5pPNzMzw/PPPMzExWyb7rrvuYu3atTGO\n6srJyMhAVVX6+vqYmprC6/VSVlZ2zf85CrFYyIyFEFeIpmn84Ac/YHR0lOTkZL7+9a9fd086hbie\nRSIRurq6cDgctLS0EAqF5h23Wq2Ul5dTVVVFfn7+NffhNBAI8PzzzzM8PNvU89Zbb+Xmm2+OcVRX\nnqZpvPTSS7S3twNw9913s379+hhHJcT1QRILIa6gxsZGXnvtNQA++9nPsmLFihhHJIS4FJFIhI6O\nDpqammhtbT0tyUhMTKSiooLKykry8vIWfZIRDof56U9/Sl9fHwCbNm1ix44diz7uhRIIBPjxj3/M\n+Pg4iqLwxS9+kaVLl8Y6LCGueZJYCHEFRaNRfvCDHzA2NkZKSgp//Md/LLMWQlzjwuEwHR0dOBwO\n2traCIfD844nJSXNJRm5ubmL7sN6JBLh5z//OZ2dnQCsXr2a++67b9HFeaWNjY3x4x//mGAwSHx8\nPF/96lex2+2xDkuIa5rssRDiClIUBbPZTEtLC36/n9TUVDIzM2MdlhDiMuj1etLT06moqGDjxo1z\n/6bdbjfRaJRgMMjAwABHjhzh6NGjTE9PEx8fj9VqjfmH92g0ymuvvUZbWxsA1dXVfOYzn7khH3hY\nLBYyMzNpaGggEonQ09NDTU2NFNoQ4jJIYiHEFZaenk5jYyN+v5+xsTHWrl0b8w8XQoiFodfrycjI\noLKyci7J0DQNt9uNpmkEg0H6+/upq6vj2LFjZ00ywhGVX+7uZFdtL+6pAEV5dnQL+HMiGtXQNI03\n33yTxsZGAMrKynjooYdu6A/SqampGAwGuru7mZmZYWJigoqKCvkZLcQlkqVQQlwF9fX1vPHGGwA8\n9NBDVFVVxTgiIcSVFAwGaWtrw+Fw0NHRgaqq846npKRQUVFBRUUFNpuNv3mujmMd4wAoCmxdmctf\n/u7lV2cKR1T+9ZWjtHRP4Pf7MIZHWWIepKiokCeeeEJKrTK7mfv111+fS7huu+02tm7dGuOohLg2\nSWIhxFUQjUb57ne/i9vtJj09naeeekqeiAlxgwgEArS2ttLU1ERHRwfRaHTe8cmwlQ5/ERonliMZ\nlAirUnuxxs3Oipz6ZTAYzjh+6teHzWGO9py80VxjebqPv/nzhzGZTAt+r5qmEQ6HCQQCBIPBuS+/\nP8D+jhA9Lj/xcQY+e3MxFUWpC/7+lyocDvPMM8/gdDoBePzxxykrK4txVEJceySxEOIqOXLkCG++\n+SYAjzzyyHXX1VYIcX5+v5/W1lYcDgddXV1Eo1FGQqn0BfJPeaXGcks7VoPvst6v2VvKTDRh3tjK\n0lT+6mtbLuu6x3V0dPDBBx8wMzMzl0Sc6WNFrz+X0XAaMPtAJc0Wz199bRN5GYun87XH4+FHP/oR\nPp8Pk8nEH/zBH5Cenh7rsIS4pkhiIcRVoqoq3/3ud/F4PGRmZvKHf/iHMmshxA3M7/fT09PD5LSf\n7701hGfmxHKp9CQdT2y2oGlRVFU941ckEjnvsfqxbDxh67z33VyTw3/+0roFuYcf/vCHc0/5z0bT\noNG7nKBmnjd+96al/NHDi6sEd09PDy+88ALRaJSUlBSefPJJzGbz+U8UQgAgiyuFuEr0ej1btmzh\nrbfewuVy0dLSQnl5eazDEkLESHx8/ImfAfHZvPJ+GxNTQTKS4/nyfZWUL0257PeobRjmH17YR1Cd\n3aCdbjfzwC3Fl3y9cETlSOsI9kQzS7MScLlcABQWFpKfn4/ZbCYuLm7uy2w2YzKZ+C8/rGPEE5x3\nrVOXhC0GS5cu5a677mLnzp1MTEzw2muv8fjjj9+QVbOEuBSSWAhxBUWjGo2NDTgcDnw+H9nZ2SQk\nWGkft/APLx6jfNkMj+0oIz8zKdahCiFiaGN1Nhurs4lGNXS6hZvJXFFip9jcwUgolfy8XL72uc3k\npFnPf+IZtPZO8C+/OEq/cxqTUUdhVjyWKOgU2LJlC0VFRWc9t7I4jZHDAxxfCpWcGMe9m8/++lha\nu3YtTqeTuro6Ojo6eP/997n99ttjHZYQ1wRJLIS4BH6/n/r6ekwmEzabDZvNRlJS0txmyGBY5V9/\ncZSmrlGmpiax6b3km4cYGBigL7CEkVAyhBRGjgzS1u/mb792E2nJCed5VyHE9W4hkwqA/v5+LHo/\nS+MH+L3777jkpALg+Z3N9DmnAQiGo7T0z5BtyiDX7CInJ+e016tqlF9/3EX7gAdF9ZFuGMMXjWdJ\nfjaP3F5BYa7tkmO5khRF4Z577mF0dJT+/n727NlDZmYm1dXVsQ5NiEVPEgshLkLP8CRHW0foa96D\ne6T3tOPx8fEkJSXR4k6jc8z46aiZkaiJrLQkDN5WPGELx5/aAQyP+fgvf/8zvvH5m6QMrRBiQdls\nJz68t7e3k59/6ibxC+ccnz5tLBA1U1lZecZ9CN958TCfHB3i+EZOqy6etZlO/uJPnlj0+8v0ej2P\nPvooTz/9NNPT07z55pukpaWRnZ0d69CEWNRk0aAQF+iHrx/jP3/vE37y6yY+6LAyEMg67TV+vx+X\ny8XwROiUIzri7AV86Utfxmg6/RdwVFN45513CIXmn3e8i68QQlyKzMxMSkpKANi/fz8+36VVmTp2\n7BiB6fHTxrdurOGhhx46bXzU7edo2xgnV4fxRi2Y05Yt+qTiOKvVyuc+9zkMBgORSISXX36ZmZmZ\nWIclxKImnbeFuAB9zil+/KtGZvwRAKLoiSgW/vuffo51a1dRVlbGkiVLyMzMxG630z2mwxee3822\nOM/OfdvKaeubYmDEOzduNkTJj+vD4zewt3magGogL91C3eHDvPrqq7z//vvMzMyQl5eH0WgkHImy\nc0837x3sQ69TSE0y3dCdc4UQ55aamkpdXR2qqqLT6c65F+JkjZ1jPPcbB6+9e4QjdQexGaaYUROI\naAZMRj3VJWn8yWNrMOhPf0Y54vbxmz1dROfVnVTYuraMiqK0hbmxqyAxMRG73U5LSwvBYJCBgQFq\nampkM7cQZyHlZoW4ALtqe/juK/WnjX/7yY2sWZ552vgn9YP822vHmJyZnYHISI7nv31lA0W5NvzB\nCE//8hg9zmmsZiO/s7WIX/z6I9pHDUSZTRDsxhmKze2c/GDPYrGw7ZZbeeNggIbO2SeHOlSy4iZ4\n8sGVrF17+V16hRDXp5deeomPG8eZUpMpKlzK7esLuHlV3llff6jZxT//vI5J7+zPMD1hlqdM8NQX\n7mFoUkdyYhzLClLOOvsQjWr8xf/5kI6BybmxzBQL//TNbSRaFr4x35X27rvvsm/fPmB2c/e9994b\n44iEWJxkj4UQF2D1sgzs1jg83hPLkuJ0YXJSTv8npGkaBr2O8sIUJqYCFOfaeOjWUjJTZzdnx8cZ\n+MbnVs+9fsYfZjSQSJQTy6A84Xgm9Haql1qw2Ww0Nzfj8/l4/o299AaWcHyPRhQ9Y6Ek3nzrbYaH\nh7nnnntk9kKIG5RzfIZf7u4gGFbZsb6AypM6W4etyxgI9KCh50jbGC09E/T29FCUoeDz+fD7/XNf\nPp+PAwM2JoMnNnqrGNHZl1OwJI+CC4hFp1P4s8dX8Z3n9zI4Mo1JF+b3f2fNNZlUANx+++24XC66\nuro4dOgQWVlZrFmzJtZhCbHoSGIhxAVIT7bwO1uLeHtfD2MePyYlSKZxlF+9/gpf+cpXiIuLm3vt\nT95s5O29PYQiszXa44x60uzxZ732pDeIL6ieMqqjqGItf/DETSiKQnd3N++88w79vXpO3vgNEMVA\nRDNQV1fH6Ogojz76KCqzG8dt1jiEENe/Puc0//MntbgmZvdQfFzXy4YiheyEaaanp9nTZ0fjROU5\nfyjKrn2dlCb0nPF64cjpHbFV7fx7I3bu6eb9Q/34ghGKcpL4g3uW8svXfgFAWe5dl3Bni4NOp+Ph\nhx/mRz/6EW63m507d5Kens6SJUtiHZoQi4rssRDiAlUWpbJ9XT7rKrIoS53BPdTMzMwMw8PDVFZW\notPpcE/N8P1X6vCFTqwwHPP4yUpNOGtpxYR4I/sahnFPn5gNSUow8Y3H188lBsnJyaxZs4ZwYBJH\nz8zckimAwlw7K5bocLsncE96eWn3KG/uHWJXbS9N3eNsqMo+4xpoIcT14ydvNtLYdWJztaopTEzO\noJ/pxOfzMRJMIazNny0w64Kkm6ewWCzY7fa5qkf5+fnoTFYGJ6Jzm691CtyyJp8VpelnjeFYxyjf\nffUow+M+pmZC9DqnaWjpxa6fAKC8vBy73b7g9361GI1GCgsLOXbsGJFIhPb29rNWxBLiRiWJhRAX\nIc6oJyPZQlFhAZOTkzidTtxuN9PT03i9Xl78xRv0TCainVRwTQPy0hNZWXbmX8iKolCQnUSvc4qI\nGiUz2cL924pZV5F12uvKywpxNDbimQkDsDQ7ia8/upptm9eiqip72qKMheyEwlECIZWBES++QJi1\n5afvAxFCXD/ePzQwrygEQJwRNixLoqCgAENcIkNuleO7KuNNen7vwTV8+fH72bx5M+vWrWPVqlVU\nVVWxbNkyNq8uQY1qBEIRkq1mbl6dxxfvqThnRaeX3m2ltdczbyyiamSYxjAaDdx8883X/IfwhIQE\n0tPTcTgchMNhent7qampkSWoQnxKNm8LcYlUVeVnP/sZ3d3dc2OaBs0zpfiiJ5Yc2Kwm/tfXt5Kb\nfu7GVJqmMTUTwhpvRH+OGQaPx8P3vv8DAiGVqvIyHnvs0bljf/L3u+hxBea9vro4jb/9o80Xe3tC\niGvIzr3d/OiNBiLqiV/p29fl82ef7ufSNI3XPuigrsWFTqewdWUed268kN0SF+4fnt/Lh/Wj88aS\nE+CbDyyhqKhoXk+Na93u3bv58MMPAaiuruaBBx64ZsroCnElyR4LIS7R8QZKzzzzDKOjs79MExMT\nyY0MMRTMRjNYyUhN5O5NhedNKmB2RuJC9kTY7XaWlZXicDiYnp6adywr3U6PyzlvLCnh2twsKYS4\ncHdvWsqo289vdjcQ1aAwJ4mvPVgzd1xRFB6+rZSHbyu95PeYmgnx8n+04p4OUlOSxp0bC+Y+TPf2\n9jLd+wlxSgFBbXZWwmTQcedNJaxaVX55N7cIbdu2DZfLRUtLCw0NDWRnZ7Np06ZYhyVEzEliIcRl\nMJvNfOELX2Dv3r1M+E38au8wAdVEvFHj4duX88CtZeh1C/cUa8YfZsTtw2iaTUBObZ736O1l9A5P\nMzw+28QpJy2Bx3aULdj7CyEWJ0VR+NK9FYy1vM30tJfi9CIUTWWhfs37gxH++7/toXto9mHG3mOD\nHG7sZusyPW63G4fDgS4aZnliD/G5GzHEWVhXnsVtay+90/dipigKn/3sZ/nJT37C6OgoH3zwATU1\nNSQkJJz/ZCGuY7IUSogFoEY1vvrXv2Fk8kR1J5s1jn/4061kpS7ML5qfv9vKfxzoZWIqQLwhQrrS\nx5IUlT//8z+fNwU/NRPirU+60CkK924pvGbLOwohLt6LL75Ie3s7ACkpKTz00EPk5ORc9nVffb+N\n537TPG/MpASptLagV2Y/RhgMBh577LG5Tt83guHhYZ5++mkAbrrpJnbs2BHjiISILdm8LcQC6HdN\n88ZHPURPajMbDKlY441Ul1x+l9l+5xTfe7Ue93SQqAYhVYc/asaGi/qjR7BaraSnp6MoCnGm2Y64\nVcVpxBllQ6EQN5LS0lI8Hg+jo6P4/X6OHDnKkZ4wbx9wsqd+iIR4Izlp51+aeaq9x4Zo7XXPG1PQ\nyLZMkp6aTH5+Pvfddx+FhYULdSvXhMTERJxOJ+Pj4zidTlavXo3JJA9zxI1LEgshFoBep/D+oX78\nwcjcmILGfVsKyc9Muuzrv723h0MtI/PGIpqeZIOHaGiG5uZmRkZGyM9fQn2nm17nFNlpCegWcBmW\nEGLxMxgMlJeXY7PZ6Orqom8mjWNDRobH/QyOejnaNsqygmQyki0Xdd2MZAsf1fXP9ecBWL40lb/+\n1udZv349VVVV19Xm7IuRlpbG4cOHiUajaJpGcXFxrEMSImYksRBiAcQZ9Yy6/XQPT6FGNUAjUT/N\nukJlQRooqVGNT+qHPr32LLNe5cFbivFOTxIMBhlyeXjhgzHer3PxSf0Q+x1OVpaly1IoIc7goyMD\nvPRuC7WNw6TazaTZzt7E8lqjKArZ2dmUl5fz61oXQfXEPotASCUUUdlcc3HLo5KscUxOuOgbGkNH\nlJqyLP7iibVY4o0LHf41x2q14nK5GBsbk1kLccOTxEKIBbJ6WQYl+Xbi4/TEh3pJV7rp7e2hpKSE\npKTLm7XITLHQ65zGOe5DjWroCZNmHOOx39nMzTffTCAQoLZbYTKSNNfQyjMdZHwqwNaVuZd/c0Jc\nR371USc//lUj3UNT9DqnOdw8QnlhCmn26ye5ALBYLOw+OoJnen6RhyVZSWxecfH7Llx9zYRGj1GU\n4ue//ennsJglqTju5FkLQGYtxA1LEgshFoiiKOSkWVlXkcXK8nyOHj2Cqqo0NDQwODhIIBDAYrFg\nMsXx5sedvP5BB/VtoxTm2Eg4z1M/RVG4qSab5UtTSIpX0I0fJMU0SUlJCVlZWZSVlfFx4wTjU6F5\n5yWYjdyxYWFr1QtxrfvxrxpxTfjmvvcHIwRCF/8U/1owODZDW9+JvRHWeAOfv2s5ORdQAvtUe/fu\nxePxkJ+fz4oVKxYyzGue1WplZGREZi3EDU/KzQpxBaSmpnLffffxy1/+knA4TGtrK62trQC4tBIG\npq1zMwtNPRP8/de3YD3PkiVFUVhRmk5WUpR/q599AhkXd6LvxdLsFNr653feTb/OnsAKcbk0TcPt\nnjxtfGzCfYZXX/u+cl8lJoOOxs5xTEYd29ctYW151iVdy+VyAZCRkbGQIV43tm3bRnNzM5FIhD17\n9nDnnXfGOiQhrjpJLIS4QmpqakhJScHhcNDR0cHY2BhRTcHlNXJyjed+1zRvftzFE3cuP+81O/rd\n7NrbzVTESqLei16vp7GxkebmZpYkJFJeYKdzcIqoplGUa+P3PlN15W5QiGtMKBTiV7/6FfgngTRg\ntriBDhW/q4ldu6Ls2LEDne7sne+vNXqdwhfvqbjs63i9Xny+2VkeSSzOLDMzk4qKCpqamjh06BA3\n3XQTiYmJsQ5LiKtKEgshrqC8vDzy8vK488478Xg8NDa10fyrQYjMf92UN3Deaz37awfv1PbgC0TQ\nUUiywcPPfvYzwuHw3GtybHbue/AO0jIyWF6QIlWhhPjU5OQkP//5z3E6neSZIT4hAcwZ6BQNva8X\nu+ahtrYWp9PJww8/LI3OTjEycqIqXWZmZgwjWdy2bdtGU1PT3KzFXXfdFeuQhLiqZI+FEFeJ2Wxm\nSX4ujh4Pw2Mzc+M6QoyPT/D2/iE+qR/CGm8kP3P+Uy73dIAfvHaMad9sEqGhIxiNI0HxYNJFiI+P\nJxKJEAwG6O1sIjnRxNKlBdfVk1chLlVfXx8vvPACbvfscqfq6iq+8fsP8DtbS7j7piK2rl3G0NAQ\nHo8Hj8eDw+EgMzMTu90+r/nkjaylpYXOzk4A7rrrLvR66ZFzJgkJCYyNjTE6OorT6WTVqlXzlqwK\ncb2TxEKIq2xNeSaucR8oYFYCRMJhpsNmpn1hRj1+mron2LIid17Fla4BD2/t6Z53HQ0dZQVp/O7D\nd3LPPfeQkpJCd3c3kUiEvr4+2traWLJkiTx5FTe0I0eO8MorrxAKzRY2uPXWW0/7YGwymaipqSEU\nCjEwMEAwGKS+vp66ujrcbjdGo5GkpKQbOsmoq6vD6XSSkpLCpk2bYh3Oopaens7BgwfRNA1VVSkt\nLY11SEJcNZJYCHGVxRn1bFmZy72bC9lYs4S39vajnug5hT8YIc6oY0Vp+txYUoKJPfVDczMWAGZj\nlP/x1B3kZM123M7MzKS6uhqXy4XH48Hr9XLkyBGMRiN5eXk39IciceOJRqO8++67vPfee2iahtFo\n5JFHHmHNmjVn/LegKAolJSWkpqbS2dmJqqqEQiGGhoaor6/n0KFDTExMYDAYsNlsN9xs4Mcff8z0\n9DRLly6lsrIy1uEsagkJCYyPjzMyMoLT6WTlypUyayFuGJJYCBFDUQ1+e7Aff1CdN75lZS5lS5Ln\nvjcYdFjjjfSPTOP1BTEpQfISJnnwrg3zzjObzdTU1GA2m+np6UFVVTo7O+nt7aWwsBCz2XxV7kuI\nWAoEArz88ss0NDQAYLfb+eIXv8jSpUvPe25mZiYbNmwgOzsbRVGYnJxEVVXC4TDDw8McO3aMAwcO\nMD4+jk6nuyGSjGg0yq5du4hGo1RWVl7Q/8cbncxaiBuVJBZCxFCcUc/hhi5cnjDHK9QU59n42oM1\n6PXzP6wU5ti4Y0MBE32HSQh1UlmUcsZa8oqikJeXx/LlyxkYGMDr9eLxeDhy5AhJSUlkZGTI7IW4\nbo2Pj/P8888zODgIQEFBAV/4whdITk4+z5kn6PV60tPTqaioYNOmTeTm5qLT6fB4PKiqSiQSwel0\n0tjYyP79+xkdHQVmE5jrce/BxMQEtbW1AKxfv5709PTznCESEhKYmJhgZGQEl8slsxbihiGJhRAx\npGkajv1vEwp4SYg3ctuGZfzpY6vO2tFWp1PY/du3iaoRKioqztndNSEhgVWrVhGNRunv7ycSidDS\n0sLo6CiFhYUYjdI1V1xfOjs7eeGFF5iengZg9erVPPzww5f1gU6n05GWlkZ5eTmbNm0iPz8fg8HA\n5OQkkUgEVVUZGRnB4XDMVZXSNA2bzYbBcH0UXuzp6aGpqQmA2267DYvFEuOIrg3p6ekcOnSIaDRK\nJBKhrKws1iEJccVdHz/1hLhGtbe343ZP/P/s3Xd0VHeW6PtvRZVyzoAkFMkiYzBggmmMMTkY27S7\n293T7Zn7ptfcudP33jcz93lNz50b1ps3oX07t1O73Q6YZDCYxkSDyAqABBISQjmHCqp8zvujrAKZ\nDBKlsD9raaE6OnXOLhTq7PP77d8mKQjWrHmaKVMm3XP/jo4OnE5fc7yUlPt3CdbpdCxZsoTs7Gx2\n7txJZ2cnpaWl1NTUsHr1arKysvrldQgRSKqqcvr0aQ4cOICqqmg0GpYvX87MmTP7dXROp9ORlZVF\nVlYWK1eupLq6mrKyMq5cuYLVasXtdlNaWkppaal/33HjxpGbmzukpyH2LjWr1+sfauRnpIuLi2PS\npEmUlJRQWFjI008/TWRkZKDDEmJAyYiFEAG0d+9eurq6CAsLY9WqVfecq93QZuVnH53jWquBHm8I\nK5fOICz0we4cRkZGkp+fT09PD42NjbhcLi5evEhPTw/p6enDcvqGGBk8Hg979uzhxIkTgK/OaMuW\nLUycOHFAp/xpNBqio6PJyclhzpw5ZGZmEhQUhMViwel0oqoq7e3tXLlyhYKCAurq6vB4PERGRg65\n0cIzZ87Q1tZGYmIiM2bMCHQ4Q0pCQgJnz55FURTcbreMWohhTxILIQKkubmZgwcPAjBv3jwyMjLu\nuq/d6eHvf3WS8lorLjUImxJKc6eLhdNGPfD59Ho9ubm5JCcnc/36ddxuNw0NDZSWlpKamkpERMRj\nvyYhniSr1coHH3xAeXk54LtD/Oqrrz7QaF5/0mg0REZGkpWVxZw5c8jKyiI4OBir1YrD4UBVVTo6\nOigvL/fXZISGhhIZGTkk6p0OHTqE3W4nKyuLvLy8QIczpISEhNDR0UFzczPNzc1MmTJlSI9eCXE/\nklgIESBffvklTU1N6HQ61q1bh9FovOu+n5+8zuHzdX22mXtcPDNt1F3rMe4mLi6OKVOm0N7eTnt7\nO3a7ncLCQlRVZfTo0cN+hRsxPDQ1NfHuu+/6C6ezs7N5+eWXCQ8Pv88zB5ZGoyEiIoLMzExmzZpF\nbm4uISEh2Gw27HY7qqrS0tJCUVERpaWlKIpCaZ2Lt/eU8sWpGzS12ZiUGfdYCYeqqrjdbhwOB3a7\nHfBN43rYY3oVlT/sK+VwSSddngiy01MYn5P2yHGNVL2jFr3fl9zc3ECHJMSAkRoLIQJIXJPlAAAg\nAElEQVTAZrP5l8KcPHnyfZvYeTzKbdtUxffG/yhCQ0PZvHkzRUVF7N+/H5fLxdGjR7l27Rpr164l\nNjb2kY4rxJNQWlrKzp07cbt9fV3mzp3LkiVLBl1SrNFoSE5OJjk5mUWLFtHS0sKFCxcoLi7G6XTS\n2trKh5+d4Lo9De/Xb8dl1ztoaGxmaX4Ebrfb/+FyuXC73Xg8Hv/n3/y4dZ87xWIymQgODu7zcadt\nBoMBrVbLh4frOHGxDRXfaObus1bmPWUjOVaabj6M2NhYJk+eTHFxMUVFRcyfP5+oqKhAhyXEgNCo\nqvpoVyZCiEd29OhRjhw5AsDrr79OQkLCPfe32t389b8epaHN5t+Wnx3HT38077Fj6ezsZOfOndTU\n1AC+KVPLli1jxowZQ2Kahhg5VFXl6NGjHD16FPDdhX/hhRfuuOzyYOZyubh06RLnz5/n+DUDnZ6+\nBdEh2h7Gh5UHKDofVYVL1jycat9pOyvnZfDDdZMDFNXQ1dHRwZtvvomqqkydOpVVq1YFOiQhBoSM\nWAjxhHk8Hs6ePQvA2LFj75tUAIQFG/hPr0znwwPldFudpCaE8oM1/fPmHh0dzauvvsrJkyc5fPgw\nHo+Hzz//nPLyclatWhXwqSVCgO9ifNeuXf5lT8PCwti8eTOjRj14ndFgYTQamTZtGtOmTaPh18c4\nd7XzG3vcvN9nMBhu+zAajXfcfqev63Q6XC4Xdrvd/9E7Reqbj79J5fYbC486SjrSxcT4+g4VFRVR\nXFzM/PnzZYUtMSzJiIUQT1hRURG7du0C4KWXXhpUHVmbmprYsWOHf3nJ4OBgnn/+eSZMmBDgyMRI\n1t3dzYcffkhTUxMAycnJvPjii8NiwYFLlW38r/fO0mV1AaDXaVg9P52Xl49Dr9c/sVFDVVX9CYbb\n7UZRFH639xqnyzr8+0SGGvjvf/40aUlD//89EDo7O3nzzTdRFEVGLcSwJcXbQjxBqqqye/durFYr\nsbGxLF++fFBNNwoLC2Pq1Kl4PB7/8pilpaV0dnaSkZExbBp+iYdz5Hwt7+4t48iFWlxuhcxRT25+\neE1NDb///e/p7PTd1Z84cSIvvvjisGnSlhATQlpyBHanh8SYEJ6bm8HmZ/Meqdj6cWg0GgwGA8HB\nwYSFhREeHs5Tk0fR1mmmtbkJk9bBxsUZzJl899XrxL0FBwfT3d1NU1MTzc3NTJ48meDg4ECHJUS/\nkqsEIZ6gGzdu+O+6zpkzZ1AlFb16ayx6m+qZzWZKSkqovH4DYmfQZdcQEWpky7I8RifKNKnh7sj5\nWn65vQSbw1cQfLmqHa+i8Nzcgb/ALCwsZM+ePSiKb/GCRYsWMX/+/EH5e/M4puclMj0vMdBh3Mag\n1/EXG6fRXbEfgNRIWWr2cS1YsIDi4mIUReHYsWOsXr060CEJ0a8G1xIaQgxzp06dAnxNvCZPHtwF\nkBkZGbz++uv+wtji5miOlrRTXNHG8aIG/umdM9js7gBHKQbakfO1/qQCwOHy8lVxw4CeU1EUvvji\nC3bv3o2iKBgMBjZv3syCBQuGXVIx2DV1OKh0ZHPRksdv9zdx5nJToEMa0qKiosjPzweguLiYjo6O\n+zxDiKFFEgshnpCOjg6uXr0KwPTp0+/Zt2KwMJlMrFmzhudWrsXmDevztboWK5+fvB6gyMST4HA4\nqG9ovG270+Ua0HN+8MEH/iQ8KiqK1157TRqzBYCqqvzLHy/Q6QrFqZpo6FL41Y4SzLaB+/6PBPPn\nz0er1aKqKseOHQt0OEL0K0kshHhCTp8+DYBWq2XWrFkBjubhZGfnYLrDXOCq69X+aSpieOnu7ubt\nt98myN2AFq9/uwYvMUbLgJyzvb2d3/72t1RWVgKQlpbG97//fRITB980oZGgttnCjSZzn20tnXb+\ndOZGgCIaHm4dtSgpKaG9vT3AEQnRfySxEOIJcDgcFBUVATB+/Pght5pNdISJnDF9l0YM0jiw1p7h\nnXfe8RfWiuGhsbGR3/72t7S0tBBv7GBOpo6JmbEkRaqkBjWhdlzC4XD06zkrKyv5zW9+47/ImjZt\nGlu3br1v80gxcEKDDZiMfUsxtRqIi5SC48e1YMEC/6hFb08jIYYDWRVKiCfg7NmzlJf7Gl6tWrVq\nyCUWALMmJNFlcWI0ahkVH8LY8GYURxdms5nCwkJCQ0NJSkqSOfBDXHl5OR988IE/cVi8eDEvrX+W\npbPSmJ4VTnnJVyiKQlhYWL/0kFBVldOnT7Nz5048Hg8ajYbnnnuORYsWDbpO2iNNiMlAVX03N5pu\njlDljInitVUT0Wrl9/xxmEwmrFYrDQ0NtLS0EBsbKyNzYliQVaGEGGCKovinQY0ePZrU1NQAR/Ro\nQkwGfvziVP9jRZnH8ePHOXr0KC6Xi88++4zy8nJeeOEFucs8RJ05c4b9+/ejqio6nY41a9YwceJE\n/9dTU1NJTk6msbGRs2fPMnv27MdKJD0eD3v37vWP5plMJjZu3MjYsWMf+7WI/vEfX5pOZJCbr85d\nJUjr4scbZqPTScLXHxYvXkxFRQXd3d3s2bOH5ORk4uLiAh2WEI9F/joIMcCuXLlCd3c3ALNnzw5w\nNP1Hq9WycOFCXnvtNWJjYwG4evUqP//5z/1F6mJoUBSF/fv3s2/fPlRVJTg4mG9/+9v+pMLr9XLx\n4kXeeecdGht9xdwdHR1YLI9ea2G1Wnnvvff8SUVcXBw/+MEPJKkYZHRaDWsWZpIZcoNRpkZcDlug\nQxo2goOD2bBhA1qtFpfLxSeffIKtxyHdzcWQJlOhhBhgn332GWazmcjISFauXDnspgpFREQwdepU\nHA4HDQ0NuN1uLl26hNlsJj09XZrqDXJut5tPP/2U4uJiAGJiYnj11VdJTk72f/3999/n1KlT/gRZ\nq9Uyc+ZMxo8f/0g/z01NTbz77ru0trYCkJ2dzcsvv0x4uPRFGYz0ej1fffUVAGPGjCElJSXAEQ0f\nERERBAUFUVZ+g5K2OHZ+Vcfh8/V0WZ1MzooPdHhCPDR5xxdiANXX11NbWwvArFmzhu2ccYPBwIoV\nK8jNzWXXrl1YLBYKCwu5fv06a9euZcyYMYEOUdyB2Wzmo48+oqHB15di9OjRfbpae71ePvroI27c\n8K0CFB0dzbRp05g6deojT3crLS1l586duN2+Hihz585lyZIlw/Z3YzgICgoiODgYu91OV1dXoMMZ\ndmbPns07Bxowe3XgBVuLlR2HKxgdH8LC6WmBDk+IhyKJhRADqLe2wmAwMG3atABHM/AyMzN5/fXX\n2bt3L5cvX6arq4t33nmHuXPnsmjRInQ6XaBDHNHsTg8/+7iQyrpuwIvRUUec1pdUTJw4kdWrV/tH\nmBRFYfv27f6lXydOnMjatWsfOQFQVZWjR49y9OhRAHQ6HS+88IK/AaMY3CIjI7Hb7f5RK9G/3Now\nwO5/7PKovPXJIS4c6yInJ4c5c+ZgDA7ns+NVeBWVlU9nEB1uClzAQtyFJBZCDBCz2czly5cByM/P\nx2QaGW8CwcHBrF+/ntzcXPbu3YvT6eTEiRNUVlaydu1aEhISAh3iiPV/thVzvOhm12wN0WhMVtYu\nncwzzzzjn9akqiqfffYZpaWlAOTk5LBmzZpHTipcLhe7du3yHy8sLIzNmzf3y6pS4smIioqiqalJ\nRiwGgEajISzEQEunvc92A27MZjPnzp3j2OmL1HpysTh9v4NHL9Tx1y9PZ1x6TCBCFuKuZOxZiAFy\n9uxZf/O44VS0/SA0Gg2TJk3i9ddfJyMjA/DNq//1r39NQUEBqirFiYFQVdf3olBFR2TqJBYtWtSn\nVuLUqVP+our09HQ2bNjwyKNNvY32epOK5ORkfvCDH0hSMcRERkYCPHRiUdts4R/fOs1f/ctR/umd\nMzS1S/H3nSyZOYbQ4Jv3epNjg3jl+clMnDgRrVZLozPJn1QANHf08MmX5YEIVYh7khELIQaA2+3m\n/PnzgO9ub++qSSNNZGQkW7du5fTp0xw8eBCv18uBAwcoLy9nzZo1/osV8WTcabWZxLi+jQ9bWlr4\n8ssvAUhKSuLFF1/EYDA80vlqamr4+OOPsdl8F5MTJ05k1apVj3w8EThRUVEAWCwWvF7vAyWabo/C\n//79Oaobfd27r9V10dpp5//98QJ00gejj1XzM8kcFcXhc7VEhhlZuzCLsBAjAM8++yz/5c2jdLYr\nfZ5jsbkCEaoQ9yQjFkIMgOLiYux237D2nDlzAhxNYGk0GubMmcMPf/hDkpKSAKiuruYXv/gFJSUl\nMnrxhOw8eu22qRbx0cGsX5ztf+z1etm+fTterxe9Xs+6desICgp6pPMVFhby7rvv+pOKRYsWsW7d\nOkkqhqjexAJ44DqLs2VN3Pg6qeh1vaGby1Vt/RrbcDEhI5b/sDGfrc+N9ycV4Fs5avrEjNv2V5yd\n8vdTDDqSWAjRz3o7CQMkJiaSnp4e2IAGifj4eL7//e8zf/58NBoNTqeTHTt2sG3bNnp6egId3rDm\ndrvZf/IaHm/fO57jM2JIjgvzP66vr6e5uRmA3Nxc4uMffrlLRVH44osv2L17N4qiYDAY2Lx5MwsW\nLBh2Sy2PJLcmFg86HSrIoLutQ7dOqyHIIIs4PKxvrxjHvMkpxEQEYdIrROq7CbWVcPLkyUCHJkQf\nMhVKiH5WWVlJW5vvjtycOXPkYuoWOp2OxYsXk52dzY4dO+js7KS0tJSamhpWr15NVlZWoEMcVux2\nO/v376esrIy2jkzgGwsIfONmZ3JyMvHx8bS2tnL58mXS0tKYOXPmA5/P4XCwbds2/0pSUVFRvPji\niyQmJj7mKxGB9igjFlNzEsgeHcWVG53+bTljoskZE32PZ4k7Meh1/JdXZ2LtcWF3OPnkw9/T2qpw\n8OBBYmNjycvLC3SIQgDSIE+Ifvf555/T2dlJaGgoq1atkvX57yAyMpKpU6fS09NDY2MjLpeLixcv\nYrPZSE9Pl2Vp+4Gqqnz66aeUlpaiKApWbygOJdj/daNBy8YlOaTGh1Fa3Y7D6SEmMoTc3FyuXLmC\nw+GgoqKC2NjYB0oM2tvbee+996ivrwcgLS2NrVu3Eh0tF5HDgV6v59SpU3i9XhITE/2LMtyLRqNh\n5rh4jp88g17jYWJmNP/3957G+IgjFqqqcvHiRWpra7FarbhcLrRaLQaDYcTcwDEadIQGB5GdnU1h\n8WXKzckcuNDB8ZJm7E4P4zNGZj2fGDxkxEKIftTS0uK/WztjxgzpOn0PRqORF154gdzcXHbv3o3N\nZuPcuXNUVVWxdu1aWTXoMV28eJGrV68CvgUENk+fzR8P1XH5WiNajcqS6emkxofxV/96lBuNZoKM\neiZmxvJfX53JK6+8wttvv43NZmPnzp2YTCays7Pveq7Kyko++eQTnE4nANOmTWPFihWSIA4zUVFR\nNDc3P9zKUF4n6cF1AGxeNJMQ06PX2Fy4cIE9e/bctl2r1RIeHk5ERATh4eF9Pr/13+H09zgqKgp7\nxHQ6W3yjR9WNFj46cJXRCWHMmpAc4OjESDZ8fsuEGAR6ayt0Ot1DTSEZyXJycnj99dfZs2cPV65c\noaOjg7feeosFCxYwf/58uTh9BBaLhX379gG+btnr16/HaDTy10lx/Mu/HAYgLyGZtz67zPUGX3Gt\n3enhbGkz2w5VsGVZHq+88grvvPMOTqeTjz/+mK1bt97WQb23nujAgQOoqopGo2H58uXMnDlzxNxB\nHkkiIyNpbm5+qCZ5ZvPN4u2IiIjHOn9xcfEdtyuKQnd3933jCg4Ovm8CEhIS8kg/u4qiUFFRQVFR\nEVarldGjRzN27FjS0tIGbMGCuta+izHYXV6OFzdIYiECShILIfpJT08PJSUlAEyaNInQ0NAARzR0\nhIaGsmnTJoqLi9m3bx8ul4ujR49SUVHB2rVriYuLC3SIQ0ZvczuHwwHAmjVrMBp9K8yEh4eTmJhI\nc3MzR44coUa5vRt8TZMF8C01u2XLFt5//308Hg9//OMf+c53vkN8fAIer4JWo7J3715/vwuTycTG\njRsZO3bsE3ql4knrrbN4mBELi8Xi/zw8PPyRz93V1UVtbS0AzzzzDBMnTsRsNmOxWPz/fvPzb66Y\nZLfbsdvttLS03PU8Op3uvslHeHi4f/Sjq6uLwsJCCgsL+7zWuro6CgoK0Ol0/iRj7NixJCcn+6fH\nqqpKWbWv/mRcevRDJTR2ux2bpQsI6bP9cUaEhOgPklgI0U/OnTuHx+MBZInZR6HRaMjPzyctLY2d\nO3dSU1NDQ0MDv/rVr3j22WflLvgDUFWVEydOUFFRAfh+Dm8dZdBoNGzatInf/e539PT04LZ3A30v\n9pJib16opKWlsXHjRj788EMcDgf/85e7cZoysNk9aLwWEjWVhOggLi6OLVu2EBMjXYCHsx4lhCr7\nGNQeDSeK65g35f7TFXuXGwYICQm5x573dunSJf/n+fn5REZG3rM/kKIo2Gw2f7Jxp+TDbDbjcvXt\nBeH1eunq6rpv8hQSEkJISIh/oY5eYWFhJCQkUFtbi9vtxuv1Ul1dTXV1NYcOHcJkMpGRkUFC8hh2\nne2huskGqGSOiuJvvzOL6AjTnU94C4vFwhdffEG0oROH04jy9aVcSlwoGxbJAhgisCSxEKIfeL1e\nzp49C0BGRoasgvMYoqOjefXVVykoKODQoUN4PB727dtHeXk5q1evfqy7nsOZ1Wpl9+7d/qQiNjaW\nxYsX37ZfTEwML774Iu+++y4pQU3ccBhwKCb0Og15aTFsXprbZ/+cnBzWrFnDB9s+57otBq+590LR\niEM3mhemaFi/fh0m0/0viMTQdfVGB9tPWTC7fcnjv35YSLfVzYp59y7ibumw0O0OIzZUeaRpjV0W\nB7/afpGSK43gHcuU0TxQY83euovw8HBSUlLuup/T6bwt2fhmAmK1Wm8b/ejp6emzTHZWVhbTp08n\nOzsbnU6H1+ulrq6OqqoqqqqqqK+vR1VVHA4HZWVl7L1go8N9MxG/eqOTt/dc5j++NP2+r+2DDz6g\nqamJ5CAIM3oJT55MQlw0GxZnER/96MmbEP1BEgsh+sHly5exWq2AjFb0B61Wy7x588jMzGTHjh3+\novif//znrFy5kgkTJgQ6xIC70dTNW7tLae3qwaRTCLGXYfD6plXEx8ezadOmu87tHj16NK+88gqX\nLl1i0uSpXGv2Eh1uIj8n/ra+AwCTJ09md0Ez3vK+/UY8mjCWrVgqScUIsPtYJeYer/+xw6Xw4efn\naLp6GJ1Oh1arRavV9vm8uE5HWYOC05tFrcvD7mOVrFqQ+VDn/V+/P8elynbACBi52KrDbHMREWq8\n31MfSFBQEEFBQfecbqkoClar9bYExGq1Eh0dzZQpU/osxwu+KVVpaWmkpaWxaNEiHA4H1dXV/kTj\nSs3tv5ut32hgeSder5empibAl/S/8MILhIWF3edZQjw5klgI8RhaO+38fl8pF8sq0bpTmZjsuOfq\nOeLhJCUl8YMf/IBDhw5RUFDg75Nw9epVVqxYMWIvaL2Kyj//4YK/8BrApE1gXGgXc+fMYsmSJfct\nGE1PT/c3b0wbc89dAZg2KYvT5SV9tkVFhBAe8miducXQ4vIot21zutz+uodvcngNlNly8GL4+rGe\nXccqWTxzDGHBD1YH0NLRQ1V934LsLpuXfSevs/nZ3Ls8q/9ptVoiIiKIiIggNTX1kY5hMpnIy8vz\n95swv11AwaW+tR6Rofe/JLt1atnkyZMlqRCDjiQWQjwit8fLT9869fXFXRAQT7XLKHUA/Uyv17Ns\n2TJycnLYuXMn3d3dXLx4kRs3brBmzZoHWk9/uCm73sGNRnOfbQ4lmPGzVrB8+YwBOeezs8Zw5Hyt\nv9g0yKBl7uRkTEHyNjISzJ6QTOHVVpzum6MWYxKCGZ8+Hq/Xi6IoKIri//xamwGvrW8C0dJpp7Ku\nkynZCQ90ToNBi1aj3rY95AETk8HsB2vyaek6TVV9N6qqEqy1Mya0+b7P669ieCEGirwjCPGIjlyo\n63PHGKCuzUV1fQfpqVLE2t/S09P50Y9+xP79+ykuLsZsNvPee+8xe/bsB7pDP5x4XFZQvcDNOes6\nnYbssaMH7JwGvY5/+OFcdh+rormjh5njEpgz6e5z18XwsnTWGLosDk5ebMTjVchLj+HP1kxCr7tz\nA9DaJjM/efMrrHa3f1tspIn05HvXR6iqSnd3N7W1tdTV1RHk7cRKOOC7YZOeHMGy2Wn99roCJT46\nmH/+ywWcv9JMQcEpOuvKqSiFhoaZ96wJuTWxCA4Ovut+QgSKRv1mRZIQ4oF8fuI6v9jed2qIFi8T\nwq8xPiuF3Nxcxo8fL8vODoDS0lL27NmD3e6bkxwfH8/atWtJTh7+67e3tLTw3nvvUdSaQLfn5kXa\nxLGx/PfX592xRkKIQPj1zovsO1GBR9ERbIC1i/PYsuzuU5g++9NpvvjqMiFKG6F63++2ompocCYS\nk5zNqKRoXlqWR2zU8LqgtlgsvPnmm7hcLlJTU3nttdfuOvJdUVHBBx98AEBKSgpbt24dsVNCxeCk\ne+ONN94IdBBCDEWjE8MpuNiI2XZzucJQnY1EQwudnZ1UVFRQUlLCrFmz/OuWi/4RHx/P5MmTaWtr\no6Ojg56eHgoLC3G44VCJmSPna/F4FdKSH68h12CjKApvvfUWZrOZaH03OTnZpCbFMnNcEn+xMR+j\nQZoJisFjel4iV87ux6haWDU3iY0rZt913599XMinx2rpdIXS4Y7CrehJCHORmpLM84um8uraecye\nkDws+zQEBQWh1+uprKzEYrGg0WgwGo14vV50Ol2f1bRiYmKwWq1crTVzsSWaHUevc/5qO2nJEcRG\nDq+ESwxNMhVKiEdkCtLzN1tn8MH+K3RaHCTFhLD6qQTqalL8U3WsVisej8ffTEn0n/DwcLZs2cL5\n8+c5cOAAdpfCb79oxKH41p8/WdLIjUYzW1eMD3Ck/aeqqorOTl+Nw/MrljNr1qwARyTEvSXHhaBp\naqKl4bq/O/s3VTd2c6KkAa/quwGjoKfDE43F3oKztpba2lpSUlLuOUVoqJs1axaFhYW0trZy5MgR\njhw54v+awWDw980IDQ3FYAym3p2OzWsAL1yq6uDfPiriX/9q4V2npgnxpMhPoBCPYWxKJH/3vdn8\n848X8jdbZ5KTlcbixYv9jcJSUlJkmHoAaTQaZsyYwQ9/+EN6gjJxKDfv2Lk8CicvNuL13r6azVDV\n2+U6ODiYadNu75otxGAzdepUABoam7lWVXPHfcprOrHZPX22eVQDdu/Nv51XrlwZuCAHAZ1Ox8qV\nK+94E8rtdtPd3U1jYyPXrl3jq6JabO6+Izc1TWYuV7U/qXCFuCu5jSpEP7PZbNTU+N5As7KkC+qT\nEBsbS0ZWHuVtfS9cHE4vHkXlEfpyDTp2u91/cTVp0iQZBRNDwpQpU3h7dwltjjD+7jeFZKXV8Zeb\n8kmMvVl7NnNcEjERV+gwO/3bokK1vLJuGefOFNDQ0EhNzZ2XtR1OxowZw9/8zd9gNpux2Wz09PT4\n/+39sNls6FvdVNcrqLfcGzYZ9USGydLPIvDknUmIfvbFF1+gKL675OPGjQtwNCPHkplpnChuwHrL\nnc8xSeEEDZO6g4sXL+L1+pb67L0LLMRgV3ytkyZnPB4VcEPJtTbe3FbMT384179PdISJdYuy2fNV\nFa1ddhJjQli/KJtp+Wn86UwtpbYILl7WceO3Bfx481SiwofvKLDRaCQuLu6eDftUVeXvfnmSkmtt\n/m2TsmJJH2Y1ZWJoksRCiH5UUVHBxYsXAd/FX1JSUoAjGjnGpcfwynPj+fiLIqw9bqJD4K+2DJ8L\n8N5pUElJSfJzJYaMgkuNfLO3XlVdOx6v0qceYPWCTJbNTqOp3UZyXCgmo56i8hbOVnlxfj3F8VxZ\nC//2USH/z/efepIvYdDRaDT8/Wuz+fRQBfWtNtKSwlm3SBqzisFBEgsh+onL5WLv3r0AhIWF8eyz\nzwY4opHn+XkZBNkrOXHiBMHBwcPmzmZdXR2NjY0A5OfnBzgaIR5cbOTtv4Nuh42zZ07z1FN9E4Tg\nID0ZKTeXUD5aWI/T3TcrudFouS0pGYlMRj0vL5cRcTH4jOzfTCH60aFDh+ju7gbgueeek+ZFARId\nHQ34ahJKSkpobW31T00bahRF4eTJk7zzzjsAaLVaJk2aFNighHgI657JIjP1ZrKg13iJNbRz4MAB\nTp8+jd3pwXVLN+9bRYUZb9sWbNKjk14tQgxaMmIhRD+oq6vj9OnTAOTl5UltRQD1rsgFsGPHDsC3\n4kpcXByJiYkkJCT4/w0PD79rI6pAa2trY9euXdTV1QG+17BixQpCQkICHJkQDy7EZOB//MXTfHa8\nirYuOzNzI/nq4A46u7X8bPtVlM9aCA02kZ+bwOvrJvdp8LhuUTb7jpdic/sSDJNRx4L81EH7OyuE\nkMRCiMfm9XrZvXs34Gt09Nxzz8kbXwClpaUxYcIEKioqcLl8zQu9Xi/Nzc00Nzf32TcyMpKVK1cO\nqtW7FEXh1KlTHD58GI/HV4iekpLC6tWrSUhICHB0Qjy84CA9m5bm+B9npr7KT/6/z+n2hINHwWLv\n4cCpapJiQli/+GatQHiIkbzQSupsMXjQ86OXvsWcSamBeAlCiAckiYUQj+mrr76itbUVgKVLlxIR\nIStzBJJWq2XDhg2oqkpXVxctLS00Nzf7/21vb0dVVQC6u7v5wx/+wLx581i0aFGfDreBcKdRioUL\nFzJv3jzp3i6GjZiYGILCk8Bu829TVDh7uYZ1i7L8N2asVit6jYfRwY1MmjRJkgohhgBJLIR4DO3t\n7Rw/fhzw3SmfPn16gCMSvTQaDdHR0URHR5Obm+vf7vF4aGtro76+nkOHDtHT08OJEyeoqalh/fr1\nREZG3uOoA0NGKcRIExlughZbn21N9Td4++23WbJkCWlpaZw8edK/xPLTTz8diHZq2YYAACAASURB\nVDCFEA9Jo/beuhNCPLTdu3dTWFiIVqvl9ddfv+fa42LwsVgsfPrpp9y4cQPwdbT+3ve+90S/j21t\nbezevZvaWl8DMBmlECPByZIGfrm9hE6LrylesM5FpqkCk84NQGZmJjU1NbjdbsaNG8emTZsCGa4Q\n4gHp3njjjTcCHYQQQ5HFYmH37t2oqkp+fr40LRuCgoKCmDx5MgA3btzA4/Hg9Xr7jHAMpPb2dn7z\nm9/Q2dkJQHJyMi+//DLjx4+XOh0xrI1ODGfmuEQ0GpiSHc9fvTSTmAgTjY2NeDweOjs7/au5rVu3\njvDw8ABHLIR4EDIVSohHdPr0af8w/dy5c++ztxistFotixYtoquri5KSEsrKynj++ecHfLRAVVX2\n7duHy+VCq9XyzDPPyCiFGFFGJYbzw7WT/Y/nzZvH9OnTOXXqFAUFBbhcLvLy8khOTg5glEKIhyGJ\nhRCPwOl0cu7cOQByc3NlCtQwMGHCBEpKSrDb7Vy/fp3MzMwBPd+VK1eorKwEfBdU8+fPH9DzCTEU\nmEwmnnnmGWbOnEl9fT0ZGRmBDkkI8RAksRDiEZw/fx6n0zc3WEYrhofMzEw0+hAqzPH89N1LjE5p\nZsOSbKZkx/f7uVwuF/v37wd8S95KUiFEX6GhoeTk5Nx/RyHEoCJj7kI8JFVVOXv2LACjR49mzJgx\nAY5I9AedTkedN4cuTzTtNiiqaOVnHxfRbXX2+7mOHTuG2WwGYPny5RgMhn4/hxBCCPGkSWIhxENq\na2ujq6sLgGnTpgU4GtFfWjp76Hb07WPR3NHDvoLqfj1PW1sbBQUFAGRnZz+xQnEhhBBioEliIcRD\nunbtmv/zwdSxWTweo16H0XD77NBQU/+NJqiqyueff46iKOh0OpYvXy6rPwkhhBg2JLEQ4iH1Ftwm\nJSURFhYW4GhEf4kKD2JiZmyfbeFGF0tnjuq3c5w6dYrr168DvoZfMTEx/XZsIYQQItAksRDiIbjd\nbn8zNRmtGH7++uXpvPhsDrmjgokztJFhKOdK2eV+Ofa5c+c4cOAAADExMcybN69fjiuEEEIMFpJY\nCPEQepuoAQO+HKl48vQ6LS8vH8f//vFSZo5xYtR5OHLkiP97/qiKiorYu3cvAOHh4bzyyitSsC2E\nEGLYkcRCiIfQW19hNBoZPXp0gKMRA0Wr1bJ48WIAzGazfxWwR1FXV8fu3bsB3xKar776KtHR0f0S\npxBCCDGYSGIhxEPora8YO3YsOp3uPnuLoSw3N5dRo0bR7ori159d498/PE9zR89DH6etrQ1VVQHf\nFCipyxFCCDFcSWIhxAPq6uqira0NkGlQI8HpS00cr03humMMbc4I/nS2jv/2q5O0d9sf6jiTJk1i\nwoQJANTW1vL+++9jtz/cMYQQQoihQBILIR6A26Pw4f5ibthTsXhCpHB7mKuq7+L/bCum3eLi1j+T\nDW02th++dvcn3oFOp2PdunXk5+cDvqlR7733HjabrT9DFkIIIQJOEgsxZHVZnHz2VRUXK29ONRkI\nbo/Cf/vVSfae7aTVHc81eyafn24asPOJwPv8RDVdd+m43eN4+EJurVbLqlWrmDFjBgBNTU28++67\nWCyWx4pTCCGEGExu7wYlxBDwp9M3+MMXV2jvdmA06JiaE89//c4sdNp7NxsrLS2loqKChIQERo8e\nTVJSEnq9HmuPiyvVHWSOiiI6wtTnOQfP1HC5qh3wHdur6jh4ppp1i7IwGeVXaDjS6e78c6TBw6hI\nxyMdU6PRsGLFCgwGAwUFBbS2tvL222/z7W9/m6ioqMcJVwghhBgU5KpIDDler8Ku45W0d/su8Fxu\nL+fKmjh6oZbFM8bc87mff76PLosdvcaLRuObptJjzKDGEkl3j5foiCCWzhzDt1eM9z+ntsXCN8dD\nOrqs/PvPfsnLL64lNTW1v1+iCLDVC7M4W9pMa9fNWgiD1kOyoZGy82U0TEkjNCKWDrOD0Ynh6HX3\nH/y19rj49c6LNLSZcJtmYLRegs5O3n77bb773e9KciGEEGLI073xxhtvBDoIIR6G2eZi26EKXG7F\nv01VITbCxIzxSXd9XsHFBnae7qLBkUCHJxodHvQaJ1c6E+hx+y4MHU4vtc1W5kxKJiLUCEBEqJGv\niutxe26eL1jrIEqtIzjYJIXcg4iqqpSXl+PxeB5r9aWwYANaRzNNLR0kxYWz4uls/nxNNtcuFeD1\netl3rpNdBS3sPl7FyZIGkuJCSI679/n+4XenOXWpifZuB502BYs3jFhDJ26XA6PRSEZGxiPHK4QQ\nQgwGMmIhAu5GYzefHr6Gw+VlWl4C35qdhkZz9ylNEaFGgrRubp2dbtRrmZqXeNfnOJwe3t5TitXt\nm+ZkVwyYDTnkjzNQdKbvEqKWHhcXrraQGu+7UMweHc36RdkcOluLuccJbgsp+lqMRgPTp09/9Bcu\n+t2RI0c4duwYAPPnz+eZZ55Bq73/aILT7eXn24qpqO1Cp1UJV1sJ6rlKigb0Dj3Lps8kOjqaF154\ngXc/+RP1PWEouAC40WThvb1l5GcnoL3LVLyWzh4q6zr7nlMx0eqMZcoYmDhx4mO+ciGEECLwJLEQ\nAdXQauUffnealk7flJNzZc20ddl5Zfm4uz6ntPQy0d5KrNoUHIqJyNAg5kxKZtb4uycWRRWtNLb1\nXYWn3eImNCKZuKhW2m6Z8qLDQ6S+774bl+SwZmEWZVcr2f7JB2g04HbD3r17ycybyuFLNtq6HcRF\nBvO9F8bf9+616H/l5eX+pALg+PHjVFdXs27duvtOM/rFp8UcOlfrf6zFSLopihhjFx6PhwMHDrB5\n82YmT55M0Jc3UHqUPs9v6eyh0+IgNjL4jsfXaTV3THDmzZ3DKyvz75lICyGEEEOFrAolAmr7kWv+\npAJ8KzAdv3Djrqs8dXR08NlnnxFpsPBUShM//cEs/u2vn+E/bLz3xVlqfBihwX3zaC1ezp88QEa0\nnagw37QnvcZDrKGDYwd3UVZW1md/g17LhLyxzJkzG73ed6zKyir+9eOLnLrUxLXaLk5dauR/vncO\nrzJwq1SJ23V0dLB9+3YAQkJCGDPGV2tTW1vLr371q9u+l99UUdPV57GCDn10pn8Vp6tXr+Lx+FaD\nWjxvEppvVN1EhZuICA266/FjI4PJS4vpsy1Y52Dd0vGSVAghhBg2pMZCBNRXxfVUN5r7bHM5bLRW\nHMHr9RIXF4fBYADA4/Hwhz/8gc6ubuxKCGvXrmHKuDRCTIb7nicyLIjqRgv1LRYU1be+U7TBTGJQ\nG9ib+Nu/fJH0lEienRZLV+15PB4Ply9fpq6ujri4OMLDwwHfsqFZWVnMmDGDoKAgymptNNhj6F0x\nCsBsc5KXFi2jFk+I2+3m/fffp7u7G41Gw0svvcTChQvRaDTU1NT4v5c2m42MjIw7dkzffaQMi73v\nKET+uFHMnpDEpUuXAF+ju9DQULTubs5eqsbu1gJagnQKG5fmMS495rbj3mr2xCRKLpbictgI09l4\n5dk0JuSO7bf/ByGEECLQJLEQARViMnDmciOuWwqjI/VmTJ4mKisrOX36NB0dHYSFhVFQUMDZy3VU\n2jNociVxrryLuhYrsyYkPdBd3zkTkxmVEEZkWBDLZ4/C2VCAoijk5eUxe+Y0MlOjSE2KJT09natX\nr+J2u+ns7OTChQu0tLSQmJhISEgIVrsbm1NhXG4msYljOF5Y3+f+tU6rZdnsMSREhwzA/5i4laqq\n7N69m6qqKgCeffZZJk2ahEajIT09nbS0NKqqqnC5XDQ0NHD16lXS09MJDQ3tc5xjX52kw65H/XoQ\nNzE6mNfXTyEi1MjZs2cBSEpK4syZM3zxxX4iNe2E6uwkRgfxn16dx9wpafeNtb6ulrJzfyLO2Mm8\nKamsXrlcRiuEEEIMK5JYiIBKig0lPMSIpcdNeIiB6bnxbFiQjL3HhtlsRlEUmpubuXChkOraZqrt\nY7CrvotCp8tLTZOZlPgw0pIj7nsujUZDWlIEM8cn0dFUydWrVwFYtGgR8fHx/v0iIyOZMWMGOp2O\nxsZGvF4vbW1tnD17jr3nuth2pIY9X1VxprSZJbPGUFB4zb+qFEBeejRbluXJReMTcPbsWU6cOAHA\n+PHj+da3vtXn/z0qKoopU6bQ1tZGe3s7NpuNwsJCwsLCSEryJaRms5kLJ/YTpHGQkpJCfm4KP9ow\nhdGJ4QQFBXH8+HHAV8PR1ORrjBgcbGLN84v59sZlxMXc/2cPwGAwcP78ebxeLy6Xi/z8fP9onBBC\nCDEcSGIhAi5rVBTPzk7jubkZzJmUQmpKMtOmTSM3N9e3fGi9g2s9Y2hyJeDCyK3TjhQVtKqbp/Pv\n3b/im1RVpbCwEICgoCByc3P7fF2v15Oens60adNQFIXGxkZanFFUdoVjdyq4PAptXXaqatuJdlzA\no+qIjwnjqSlp/OXmqQQZbp9uI/pXbW0tn376KaqqEhcXx5YtW/y1L7cyGAxMnDiR4OBgrl+/jtfr\npby8nLa2NsaOHUtlZSVXrlwhWOfkz7c+x9Kncoj8ul5Cq9VSUlKC3X6zDmjKlCls2bKFtLR7r152\npzjMZjMNDQ04nU60Wq0sMSuEEGJYkcRCDFrh4eGkj81ie0E3XXYtKjpuTSp8VDCX47Y0MGrUKIxG\n432PW1XfzS8/LeR6ux4vWuZOy2HUqFF33NdoNJKVlcWUKVM4frGTDlvf81ssFpKCWkgIdfD3P97C\nvCmjMUpSMeCsViu///3vcTqdGI1Gtm7dSkTE3UcONBoNo0aNIjs7m+rqaux2O62trVy+fJnU1FQq\nKipQVejp6WHChAl9EoaWlhYaGxuJjY1l48aNPPXUUw/0c3aruro6Pv30U65cueLfNm7cuLv+3Akh\nhBBDkSw3Kwa1K9XtNHc67/g1nRbCdVbiDO0UF7dTVlbGwoULmT179h0LdAFqmy389HcFtHU7gSgs\n3giudUUy5z5xREZGkj8xi2uHrvWN4eteBk899RQhIVJT8SR4vV62bduGxeLrZLJ69eo+U9nuJTk5\nmT/7sz9j3759FBUV0dXVxR93HadVnYDVoXLlnIvU7Os8Pe1mUfWKFSuYNm0aSUlJd/25upuuri6+\n/PJLfwE4+KZnLV26lPHjx9/jmUIIIcTQIyMWYlDTauDIhTqcbq9/m14Lzz+dwYvL8nh15WScDgdN\nTU14vV6qqqq4fPkyERER6PV6dDpdn4vBd/eWcqmqw/9YRYPN4WbF3PtPSckeHU3JtVbaux0AhAZp\nyIyxMDY1mueee+6O03BE/zt48KD/Qv2pp55izpz7pYV96XQ68vLyiImJoaLyOlctY7C6g1DQ4VaN\nXG+0smxOOnqdr25Gq9USERHxQI32ejmdTo4ePcr27dtpbm4GfFPuFi9ezNq1a/31HUIIIcRwolHv\n1jBAiEHi3z8q5Mj5OtxeBVCIMVj4l5+sJCbm5vKe9fX17Nu3j/r6+tuer9frCQkJISQkhAv14TTY\n+q4INCohjF/85yUPFIvL7eVPp2/Q1m3nW3PSSYoNvf+TRL+5fPky27ZtAyA9PZ2tW7c+1AX/N+37\n6io/33Hltu1/+91ZzJmY/EjHrK6uZtu2bdhsviaLGo2GGTNmsHDhwttWoxJCCCGGE7nFKga9/2tT\nPrMmJFFQXEN12Wmi9Z3s3r2buXPnEhoaSlRUFKmpqbz22msUFxdz8OBB/0Ud+PpfmM1mzGYzoaoV\nLekot/zo546JfuBYjAYdzz8tvQcCobW1lV27dgG++pv169c/VlIBkDkmAZOxAofr1hExlajQ+/9p\nVFWVqvputFoN6ckRKIpCUVER+/btw+v1HS87O5tnn332gadqCSGEEEOZjFiIIeXQoUP+5T9vNW7c\nOJ5++mlSUlJwuVw0NjbS09Nz24fT6aRLTaSqTYfTrZA9Ooo/WzNJCq4HOafTyW9+8xva29vRarV8\n97vf7bfC53986zSnLzd9/UglSt/NvAw7L7300l0LwrssDv7pnTNcq+tGo4HESC3pxmvYrb4O3gaD\ngfXr19+22pgQQggxnEliIYYUt9vNe++9R11d3R2/npmZybJly0hISHjCkYmBoqoqn3zyCWVlZYCv\nmHrmzJn9dnyPV2HfyetU1nXT01mLq6UIjcY3KvLSSy+RlJR023P++Q/nOXKh789gnKGN9OA6YmJi\nWL9+PSkpKf0WoxBCCDEUSGIhhhxVVXE6ndhsNqxWK6VlV9h+vA6ry4RGozA21sk//ufvBzpM0U9O\nnDjBwYMHAV8PidWrVw9Y4bOqqhw/fpzDhw8DvuWGN2zYQHZ2dp/9fvKz45RVd/TZFhfi4icvTSQ3\nN/exp2gJIYQQQ5G8+4khR6PRYDKZiI2NJS0tjWvmRJoccViVMCzeCMraY7l6ozPQYYp+cP36db78\n8ksAEhMTef755wd0NSWNRsOCBQtYu3YtOp0Ol8vFH//4R86ePdtnv+iIoNueOzEvg3HjxklSIYQQ\nYsSSd0Ax5JVeb+/z2OXVsv9UdWCCEf2mu7ubbdu2oaoqJpOJzZs3YzAYnsi5J0+ezNatWzGZTKiq\nyueff86BAwfocbhparexdfk40pMjABVQCTM42fqc9KUQQggxssmqUGLIu9MNbK20CBjSPB4Pn3zy\nCT09PQCsW7eO6OgHX72rP6SlpfHaa6/xwQcf0NnZybbDVbx9xIYXA8lxYby2agIlpdc4d/YM0YZu\nPI6nAWmSKIQQYuSSEQsx5I2O0QKK/3FspIlVCzIDF5B4bPv37/f3JFm4cOFtNQ5PSlxcHK+99hoh\nMWk0u+KxOrXYnV6q6rt5d28pS2alE2vsRquBa9eu3f+AQgghxDAmIxZiSFMUhdCeS6QY9Ti10WRn\nZbB6QSZpSXdeJlQMfkVFRZw/fx7w9YFYuHBhQOMJDQ0lctRUlOrqPtvrms28+/4n/sd3Wj1KCCGE\nGEkksRBDWmVlJZ2dHaSYQKttIwU7rTU9XNemM2rUKD47Uc3Jkka8XoVJWfG8+vx4dDJPatBqbGxk\n7969AERFRbF27doBLdZ+UFmjotFqqlFuWUNP9dhx9vhGK1asWEFOTk7gAhRCCCEGAUksxJAWExND\ncHAwdrsdRVGoqamhpqaGY8eO0e6Jo8aeilf1XZhW1vsuAr+zckKAoxZ3Yrfb+fjjj/F4POj1ejZt\n2kRwcHCgwwJg4bRRHLlQR8m1VrwK6DVe4owdaDUqzz33XL/21RBCCCGGKuljIYY8t9tNfX091dXV\nVFdXU1dXh9frpcKWQbc3ss++SVFa/vnHC7E4tZRd7yA/J464KCm4DTRVVfnggw/8dQqrV68mPz8/\nwFH15VVUviqqp6q+m7mT4mmtKyc+Pl66awshhBBfk8RCDDtut5u6ujp+tq2UiiZPn6+F6ayMSQih\ntjsIS4+bqLAgXpg/lk1LZRpLIB05coSjR48CMGPGDJ5//vkARySEEEKIhyWrQolhx2AwkJGRwatr\nZhEVfrORmRYPYVoz5U0Klh43AF1WJ/sKrmO2uQIV7ohXXl7uTypSU1P51re+FeCIhBBCCPEoJLEQ\nw9aU7Hh+8sp04oLMROm7mJTQjVHnxaP2LS1q63JQ3dAdoChHto6ODnbs2AFASEgImzZtQq+X0i8h\nhBBiKJLEQgxrk7LimTnKQlZINRPTQpg4Ngajzttnn/joYMaOigpQhCOX2+3m448/xuFwoNFo2LBh\nAxERskywEEIIMVRJYiGGvdDQUMBXIPz6ay+xZlEe0V9PkYqLCmb1gkzCgg2BDHHEUVWVPXv20Nzc\nDMCSJUvIyMgIcFRCCCGEeBwy50AMe72JhdVqBWDrc+NZOW8s1+q6yEuPITzEGMjwRqRz585RUlIC\nwLhx45g7d26AIxJCCCHE45LEQgx7vYmFzWbzb4uOMDFzvHRKDoTa2lr2798PQFxcHKtXrx4UTfCE\nEEII8XhkKpQY9m5NLGR15cCyWq188sknKIqC0Whk06ZNBAUF3f+JQgghhBj0JLEQw15YWBgAHo8H\nl0uWlQ0URVH49NNPsVgsAKxatYr4+PgARyWEEEKI/iKJhRj2ekcsoO90KPFkHTx4kOrqagCeeuop\nJkyYENiAhBBCCNGvJLEQw54kFoFXWlpKQUEBAOnp6SxdujTAEQkhhBCiv0liIYa9WxOL3pWhxJPT\n2trKrl27AAgPD2f9+vVotfKnRwghhBhu5N1dDHsyYhE4TqeTjz76CJfLhVarZePGjf6aFyGEEEIM\nL5JYiGHPaDRiMPga4Eli8eSoqsquXbtob28HYPny5YwePTrAUQkhhBBioEhiIUaE3rvkMhXqySko\nKKCsrAyAyZMnM2PGjABHJIQQQoiBJImFGBF6p0P19PQEOJKR4fr16xw8eBCAxMREVq5cKU3whBBC\niGFOEgsxIvQmFjJiMfDMZjPbtm1DVVVMJhObNm3yT0UTQgghxPAliYUYEW7tvi0Gjsfj4eOPP/aP\nDK1du5aYmJgARyWEEEKIJ0ESCzEiSGLxZHzxxRfU19cDsGDBAnJycgIckRBCCCGeFEksxIjQW7zt\ncDjwer0BjmZ4Kioq4ty5cwBkZWXxzDPPBDYgIYQQQjxRkliIEUF6WQyspqYm9u7dC0BUVBTr1q2T\nYm0hhBBihJHEQowItyYWFoslgJEMP3a7nY8++giPx4Ner2fTpk0EBwcHOiwhhBBCPGGSWIgRITY2\n1v95a2trACMZXlRVZceOHXR1dQHw/PPPk5ycHOCohBBCCBEIkliIESEsLMw/atHY2BjgaIaPo0eP\nUlFRAcD06dPJz88PcERCCCGECBRJLMSIoNFo/HfSJbHoHxUVFRw9ehSA1NRUli9fHuCIhBBCCBFI\nkliIEaM3sWhqakJRlABHM7R1dnayfft2AEJCQti0aRN6vT7AUQkhhBAikCSxECNGb2Lhdrvp6OgI\ncDRDl9vt5qOPPsLhcKDRaNiwYQMRERGBDksIIYQQASaJhRgxbi0qlulQj0ZVVfbu3UtzczMAS5Ys\nISMjI8BRCSGEEGIwkMRCjBiRkZGYTCZAEotHdf78eYqLiwEYN24cc+fODXBEQgghhBgsJLEQI4YU\ncD+euro69u3bB/iW7129erU0wRNCCCGEnyQWYkS5NbFQVTXA0QwdNpuNjz/+GEVRMBgMbN68maCg\noECHJYQQQohBRBILMaL0JhZOp5POzs4ARzM0KIrCtm3b/B3LV69eTXx8fICjEkIIIcRgI4mFGFGk\ngPvhHT58mOrqagCeeuopJkyYENiAhBBCCDEoSWIhRpSYmBiMRiMgicWDqKur48SJEwCkpaWxdOnS\nAEckhBBCiMFKEgsxotxawN3U1BTgaAY3j8fDrl27UFWVoKAg1q5di1YrfzKEEEIIcWdylSBGnKSk\nJEAKuO/n8OHDtLW1AbBs2TIiIyMDHJEQQgghBjNJLMSI0zti0dPTg9lsDnA0g1NdXR0FBQUAZGVl\nMXXq1ABHJIQQQojBThILMeJIAfe9fXMK1MqVK6VfhRBCCCHuSxILMeLExcWh1+sBSSzuRKZACSGE\nEOJRSGIhRhytVuuvs5AC7r5kCpQQQgghHpUkFmJEurWAW/jIFCghhBBCPA5JLMSI1FtnYbFYsFqt\nAY5mcJApUEIIIYR4HJJYiBFJCrj7kilQQgghhHhckliIESkhIcHf7G2kJxYyBUoIIYQQ/UESCzEi\n6XQ6EhMTASnglilQQgghhOgPkliIEUsKuGUKlBBCCCH6jyQWYsTqrbPo6urCbrcHOJonz+12s3Pn\nTpkCJYQQQoh+IYmFGLHshHPVNpaLljz+7v9v775j4z7vPI9/ftPZezUtkZIoUl2iZMmSLVGyJfts\nK5HjxCmb2Mmle293s8Di9nILHO72NkCAy+JyyWWRA5I4e4A3sS9BYjuSFavQVi9WoXplkdl7GZbh\ntN/9QXEkilSxhuSQM+8XYEDzm+f56TuAB5iPnuf7e35+SNfquiJd0pT68MMP1dHRIYktUAAAIHwE\nC8SkIV9Av91bL3cgWUOmS1cb+vWTN0/L5w9GurQpwRYoAAAw0QgWiEknLjarvq1/1LWPm906e60t\nQhVNHbZAAQCAyWCLdAFAJKQkOeWwW+T13VqhcNotSklyRrCqydPtHtI7+6/L6w8qTQ1sgQIAABOO\nYIGYtKgoQwsK03XmWnvo2oKidM0rSI1gVZPj4+Ze/eDXx9TUPiBJshteFbqStHJBDlugAADAhGEr\nFGKSYRj6L994XP9udY7SbF3KczTp1c35kS5rUvy/PVdDoUKSfKZDbf4clZeXswUKAABMGFYsELOc\ndqu++eIKtV9+X5LU3taieXOLIlzVxOsb9I255g0Y+tWvfqXU1FQVFhZq3rx5WrhwIUEDAAA8NFYs\nENOcTqcyMjIkzdyD8gYGBuT1eu/6/vxZabozLsRZPZKGz/CorKzU73//e7311lvyeDyTWCkAAIhm\nrFgg5uXl5amjo2NGBotz587pD3/4gyQpKSlJmZmZysjIUG5urpYsWSKHw6EvbJ6va7VNOnutTaYM\nFRek6ntfXKfmxjrduHFD1dXV6uvr05UrV/Tf/ue/yRdXJNOwqGRWur7+6cWy2/j3BwAAcH8EC8S8\nvLw8nT9/Xu3t7fL5fLLb7ZEu6YH09/dr586doddut1tut1s1NTWSpIqKCq1fv16rVq3SLEetgol1\nSkhM0t/99UuyWq3Kz81SWVmZfD6f3nvvPe07UaWq3lQF5ZYkXavrkS8Q1F+9vDwinw8AAMwsBAvE\nvLy8PEmSaZpqaWlRQUFBhCt6MHv27NHg4KAkacOGDRocHFRHR4fa29vV29urgYEBvf/++zp48KD6\n+/tlMaQn162R1WoddR+73a5t27bp2Me7FawdGPXepZrOKfs8AABgZiNYIObl5uaG/tzU1DQjgkVt\nba0qKyslScuXL9emTZtGvV9dXa2Kigo1NDSov3/4IECHw6GysrK73jM7YwXutgAAGcZJREFUK0O6\nI1jYrGyDAgAAD4ZfDYh5cXFxSktLkzQzGrgDgYB27Nghabj2LVu2jBkzZ84cfeMb39AXvvAFZWdn\nS5LKy8vlcrnuet9tG+YqM+XW+zabRasX5Uxw9QAAIFqxYgFoeDtUV1fXtA8WOw/X6L0DF9XZkaR0\ne0Bf//R6xcfHjzvWMAyVlpaqpKREHo9HcXFx97x3UX6Kvv/qY3rnQJW8voBWlGTr+XXR9/hdAAAw\nOQgWgIa3Q128eFGtra3y+/2y2abfV2P7wWr96/aLGvIFJKVowExSVyDjvvMMw7hvqBhRUpiuvy9M\nD7NSAAAQi9gKBehWA3cwGFRbW1uEqxnfkbNNN0PFMH/Qov2nGyJYEQAAwC0EC0C3goU0ffssTJmR\nLgEAAOCuCBaApISEBCUnJ0uSGhsbI1zN+FYvypXjtsPqLApoZQnblgAAwPQw/TaSAxGSl5en3t5e\nNTc3R7qUcW3bMFeGpIOVdWpoaFC6vUv2gXhJJZEuDQAAgBULYMTIeRbNzc0KBAL3GT31DMPQtvJ5\n+tH3NukzjzmV5ejUsWPHdPHSZfX0Dck02SoFAAAihxUL4KaRPotAIKD29nbl5EzfMxw2b96smpoa\nfdwTp3/89RlZHVXKzUzUV19YqGXFWZEuDwAAxCBWLICbZkID94i0tDQ9+8JLahzK00DAJfegX9fq\nuvWLt8/JHwhGujwAABCDCBbATUlJSUpISJA0/YOFJFW1mvKZ9lHX6lvdqm3qjVBFAAAglhEsgJsM\nwwitWkzXBu7bzc5Llt06+iucnOBURoorQhUBAIBYRrAAbjMSLJqamqZ1M7TPH1RL54CSE2zSzfMt\nbFbp8SV5SksiWAAAgKlH8zZwm5Fg4fP51NHRoczMzAhXNJY/ENR//cVhnb/eIVOSoaDiDI9ee/lx\nla8qinR5AAAgRrFiAdxmJjRwV3xUp/NVHaFzuE1ZJatDa5fPlmEYEa0NAADELoIFcJuUlBS5XMNb\niaZrsPi4pVd37tIKyC53vzcyBQEAAIhgAYxyewP3dA0WG8sKZLeMfqTso7kpNG0DAICIIlgAd5ju\nDdxJDq+y7c1yGh65HNL8Wal67aVlbIMCAAARRfM2cIeRYDE0NKTu7m6lpaVNyt/z4ck6fXCyXsFg\nUCsX5GjbhrkPFA6OHz+uPGer8uM69c1v/6XyslMJFQAAIOIIFsAd7mzgnoxgcfBMg/7PH8+pf9An\nSbpQ0yl/wNTnniq+65whX0A7DlzXn4+2Ks3i1LpVC5SfMzmhBwAA4JNiKxRwh/T0dDkcDkmT12fx\n4an6UKiQhs+l+Oji3Q/lG/D49J//5aB+veOymjyZujJQrD7ro5NSGwAAwMMgWAB3MAxDubm5kiax\ngXuc1o17tXP8cV+VrtV1h14HZNPxqz3TsgcEAADEJoIFMI7JbuCen2eVRf7Qa0NB5af47zq+vWtw\nzDV3v09BcgUAAJgmCBbAOEaCxcDAgNxu94Te2+v1qvHKQc12NSjN2a90l0ePOJs01PSRBgYGxp2z\nsjRbdtvor2tuRpysFpq2AQDA9ECwAMYxmSdw79u3Tz09PcpwdOn7X1muf/zWGuU62+TxDGrv3r3j\nznliWb62PlmkzGSHrPIp0dqn8gU8ewEAAEwfBAtgHJmZmbLZhn+4T2SwaGlp0dGjRyVJxcXFWrBg\ngQoLC7VkyRJJ0qlTp9TQ0DBmnmEY+vqnFuvn39+sTUWdKk24rtqrZ+mxAAAA0wbBAhiHxWKZ8AZu\n0zS1fft2BYNB2Ww2Pf/886HzJ7Zs2SKn0ylJ2rFjh4LB4Lj3cDntWrdmhSSpublZjY2NE1IbAABA\nuAgWwF1MdLA4deqU6uvrJUnl5eVKTU0NvZeUlKSNGzeG/r433nhD169fH3dFYsmSJaHVlEuXLk1I\nbQAAAOFikzZwFyN9Fm63W319fUpMTHzoe/X19WnPnj2SpOzsbK1du3bMmNWrV+vs2bNqampSTU2N\nampqlJmZqccff1xLly6V3W6XpNAZG5JC1wAAACKNFQvgLiaygXvXrl3yeDySpK1bt8pqtY4ZY7FY\n9Oqrr6q8vFzx8fGSpPb2dm3fvl0//vGPVVFRod7eXr1/+JquufPU4MlVYnJ6WHUBAABMFFYsgLvI\nzs6WxWJRMBhUU1OTiouLH+o+1dXVOnfunCSprKxMjz569xOzXS6XNm7cqCeffFLnzp3T0aNH1dra\nqsHBQR04cEC/3V2lVm+WgsqQJP3rnhYtXrxQTvvYoAIAADCVWLEA7sJqtSonJ0fScKP0w/D7/dqx\nY4ckKT4+Xps3b36geTabTStWrNB3v/tdvfLKKyouLlbANNTpS1ZQt86uqG3u158P1z5UbQAAABOJ\nFQvgHnJzc9XU1PTQW6EOHDigzs5OSdKzzz6ruLi4TzTfMAzNmTNHc+bMUfWNRv2nn38k+UaPaese\n/1A9AACAqcSKBXAPI30W3d3dGhwc/ERz2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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "lc = plot.create_line_collection(net, net.line.index, color=\"grey\", zorder=1) #create lines\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, color=colors[0], zorder=2) #create buses\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=200, color=colors[4], zorder=11)\n", "plot.draw_collections([lc, bc, sc], figsize=(8,6)) # plot lines and buses" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Highlighting with the Topology Package" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Combining the [topology package](topology.ipynb) with the plotting package allows highlighting of structural features of the network. For example, we can highlight all buses closer than 5 km to a transformer station:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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OpgYCoQPBoaw4jW9//WoKCgqIi4s77UIFgN1uJy4ujrq6OlwuF263m4ULF0a7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BGHx/X9VeOYPzmFmIggTHqFSH0PobZSTp8+HejQhOhDpkIJ0c+qqqpob/fdkZszZ45cTN1Bp9Ox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\nsWNqa2uTx+PRwYMH9ds91Wrz5SikLEnSv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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "close_buses = set()\n", "for slack in net.ext_grid.bus:\n", " d = pp.topology.calc_distance_to_bus(net, slack)\n", " close_buses |= set(d[d < 5].index)\n", "\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, color=colors[0], zorder=1)\n", "bch = plot.create_bus_collection(net, close_buses, size=80, color=colors[2], zorder=2)\n", "lc = plot.create_line_collection(net, net.line.index, zorder=1, color=\"grey\")\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=200, color=colors[4], zorder=11)\n", "plot.draw_collections([lc, bc, bch, sc], figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or to highlight the radiality of the network, plot the seperate feeders in different colors:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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IzCqDwUDGpRvw9PYS8noBiM/L5fK/eYCBLVsYGhpi8Zo1FOcV0PvWVsI+HxgMZK6tYuM/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\nMc6uZ1bPCem+AAAAE4FgAdzDwzZwj5xZ4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "mg = pp.topology.create_nxgraph(net, nogobuses=set(net.trafo.lv_bus.values) | set(net.trafo.hv_bus.values))\n", "collections = []\n", "for color, area in zip(colors, pp.topology.connected_components(mg)):\n", " collections.append(plot.create_bus_collection(net, area, size=80, color=color, zorder=2))\n", "collections.append(plot.create_line_collection(net, net.line.index, zorder=1, color=\"grey\"))\n", "collections.append(plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=200,\n", " color=colors[4], zorder=11))\n", "plot.draw_collections(collections, figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Direct Line Connections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Line collections are plotted with the geographical coordinates of the lines that are stored in net.line_geodata by default. You can also plot lines as direct connections between the buses, by calling the create_line_collection function with use_line_geodata=False:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "image/png": 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FrR/CbNXY2IiXXnoJwEjX+YcffhhxcXEhj33xwyq88XFd0HYBPuRHNSNa6UWn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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, color=colors[0], zorder=10)\n", "lcd = plot.create_line_collection(net, net.line.index, use_line_geodata=False, color=\"grey\", linewidths=2.)\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=200,\n", " color=colors[4], zorder=11)\n", "plot.draw_collections([lcd, bc, sc])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a comparison, here are the lines with direct connections (solid) and the line trails from line_geodata (dashed):" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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8HkcgXAAgJ+v+ts4eXL4sw+VywW633/NjogfD5jo7nt+pxYcXJ6AIeuzfUYdDj2/IeuyV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\nIBAIsH79egCGxyY59ceHmYykZ53vtGZZu7qWhtpKamtrKS8vp6SkZMa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IZCUZHBzkyJEj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9XK17/+9cxIuBBCzCUUCtHT04PP52N0dJQPbh1isRiRSASz2YzX62XFihU0NTVRXFwsSbiYFxMT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\nOzubYDCY2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NcyjH8qSjo+RWWWlS3VOpHIEIqiUOgoXFZJN8CuXbsYHh4mFovR09NDV1fX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+fj6lpaUEAgFsNpuC9zhkmiZHjhzB4/EA/X9nK1euHPJav9/Pvn37aG1tBcBms7FlyxZKS0vH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\nAACsEARv4ApZlqUnXziqfZ0XNBW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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "net = nw.mv_oberrhein()\n", "bc = plot.create_bus_collection(net, net.bus.index, size=80, color=colors[0], zorder=10)\n", "lcd = plot.create_line_collection(net, lines=net.line.index, color=\"grey\",alpha=0.8, linewidths=2., use_line_geodata=False)\n", "lc = plot.create_line_collection(net, lines=net.line.index, color=\"grey\",alpha=0.8, linestyles=\"dashed\", linewidths=2.)\n", "sc = plot.create_bus_collection(net, net.ext_grid.bus.values, patch_type=\"rect\", size=200,\n", " color=colors[4], zorder=11)\n", "plot.draw_collections([lc, lcd, bc, sc])" ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.6.0" } }, "nbformat": 4, "nbformat_minor": 0 }