{ "metadata": { "name": "dflow_example" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Example of running Dflow FM from python\n", "=======================================\n", "\n", "This example shows how to get data out of Dflow FM from python. We use the bmi library which exposes the data from a running model, we use netCDF for reading the input file and we use matplotlib for plotting the grid. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "import os\n", "import openearthtools.modelapi.bmi\n", "import netCDF4\n", "import matplotlib.pyplot as plt\n", "# Locate the libdflow dll\n", "DIRNAME = os.path.dirname('.')\n", "LIBFMNAME = os.path.join(DIRNAME, '../../src/.libs/libdflowfm.dylib')\n", "# This is a simulation of a river bend.\n", "rundir = '/Users/fedorbaart/Documents/checkouts/cases_unstruc/e00_unstruc/f04_bottomfriction/c016_2DConveyance_bend/input'" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "# Open the input file\n", "ds = netCDF4.Dataset(os.path.join(rundir, 'bend1_net.nc'))\n", "# Read the variables of the vertices\n", "nx = ds.variables['NetNode_x'][:]\n", "ny = ds.variables['NetNode_y'][:]\n", "nz = ds.variables['NetNode_z'][:]\n", "# The elements are created by linking the vertices together\n", "nelemnode = ds.variables['NetElemNode'][:]\n", "cellcoords = []\n", "for elem in nelemnode:\n", " elemx = nx[elem[~elem.mask]-1]\n", " elemy = ny[elem[~elem.mask]-1]\n", " cell = np.c_[elemx, elemy]\n", " cellcoords.append(cell)\n", "# We're not showing any data on faces (edges) in this example. \n", "ds.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "# Now we can plot the grid\n", "fig, ax = plt.subplots(1,1)\n", "# Use cell index as data to show where the highest cells are\n", "data = np.arange(len(cellcoords))\n", "# Create the unstructured grid\n", "cells = matplotlib.collections.PolyCollection(cellcoords, edgecolors='black', linewidths=1, alpha=0.4, cmap='Greys')\n", "# Set the data to the grid\n", "cells.set_array(data)\n", "# Add it to the plot\n", "ax.add_collection(cells)\n", "# Create a colorbar for the cell indices\n", "cb = plt.colorbar(cells, ax=ax)\n", "cb.set_label('Cell index')\n", "# let's set the colorbar back to 1\n", "cb.set_alpha(1)\n", "cb.draw_all()\n", "# Plot the nodes with a point (deepest point is at 0, 0 is at 6)\n", "sc = ax.scatter(nx,ny, c=nz, cmap='gist_earth', vmin=0, vmax=12)\n", "# and add a colorbar for the z\n", "cb = plt.colorbar(sc, ax=ax)\n", "cb.set_label('Node z')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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nvr4ROzsZ9vYWX//kyZPs2rWLhoYGBg8ezIABA5DJZOTm5tKrVy/UajXTpk2j\nsrISiUTCZ599xpEjR6ioqMDT05PAwEAmTZqEn5+fcMJv3boVrVaLSCT63ROvtraWxx9/nOzsbEJD\nQ/n444+FcrcXQyQS8cILLwAWsfX19WXAgAGYTCaKiorIz88nNTWV9evX4+7uzsCBA5k3bx4GgwEX\nFxdWrlxJr169ABg6dCgJCQkcOXKENWvWoFQqGTNmDNHR0YAl+6e1tZWBMb58+LWl1o+rkxJ9czUG\ng69g4YjFYkaOHElgYCBffvkl2dnZzJ4926rPUVFReHl5sSP3OJ9l7AEg2juAZ0fPwFlxc0T9N3qE\n31UiK5dbynsYDAZMJhMODg5Cqi9Yxqp+/NEShFxrXexyD/9S9a3/yOrsv4x82q2Gq/F8yJAhXfZ+\n/pG9BLEHOFCQze39hlqJfXsWjJOTE4899hgajYacHEvhs7CwMCorK3nllVdwdXXlwxfv5kKJFpXc\nRMn5HP7+6PO4e7jw97/P5Ztv1qBWq0lMTMTR0RGJRIJMJhPayc3NpbKykspKS1aK0WgkPT2dpKQk\n9Ho9dnZ2wmBve/9CQ0ORy+U8/vjjlJeXExMTw3vvvUdpaSlNTU24ubmh1WrJzs6mubkZLy8vsrOz\nhfdIS0sT1utUKpVERkaiVqupqKhAqVTy/PPPc/ToUdzc3Pjkk0+EvubnW1bNGj58OACnT5+moqKC\nkydPYjBYBrJramqoqqqiV69eVt9XQkICzs7OZGdns3XrVsF+WbJkCcXFxTz55JOseHESNVo9oQFu\nHNjzLVs3fcmMGTOEdUbbP//jjz/O2rVreeaZZ5gxY4bV9yOR23GgMFvo84nSC9TrmnFWOFw359/v\nPe/MfIxLcaN7+F2VpWMymXjmmWcoLy/nlltusRJ7gJSUFBITLWVL/oguXglXddD2977Ayyle9etb\n3uv1eW1zI0EuHpyrsdz5RHv0oLyqliKdCblMSuPJU3y1aiWjRo1i9OjRQlTR/kc/evQo69atY+TI\nkQwfPhyxWExwDxcKLpQxc8ob6PVt5OUV8d576/n73+dcsqCal5cXu3fvFtIhm5ubAUt1woutmdm+\nzWg08sMPP1Bebqlxk5mZyYEDB/jxxx+Ry+UolUoUCoWwctUvFxgHi8VTWlpKS0sLNTU15OTk0Nzc\nTGtrK4MGDeLo0aOApaZ/Wloavr6+SCSSDn3q3bs3vXv35uzZs8I2uVxOa2sr33zzDSNHjrSyjcLD\nwwkPD8en0FqhAAAgAElEQVRkMnHu3DmWLl3K/v37AfjrX//Knj176Bdt+Y4D58xh7969bNq0CbFY\nzIABA6zab7d4Nm3ahFzlgF6uQqc342cvJdrNj9yqUgB6aNxQyxW/eT5cb8/T09P5o5ixRfidfZ/X\nXnuN5uZmFi9ezKlTp4iMjARgw4YNSKXS37TwutUSh5eqb32tV2e/HLrSQy3IyePeyKHUSgyoZPY4\nGCS8vmUPaeeKAZg/JJZ777uP4F8NNJpMJr766ivOnj3LnDlzOghgm8GAXv9zWlxTk46goBBEIms/\nX6vVsmvXLvbv30+/fv2IjY1l/fr1nDhxgqCgIHQ6HQUFBfTo0UM4sUpLS8nOziY/P5/S0lISEhKs\n3jMoKIjBgwdf9AdhNpt54403OH78OH379hVq3lxsv/aLSDsajYZXX30VDw8PgoODCQ8PtxpYLioq\nQqfTsXbtWs6dO0dkZCQ1NTWUlpby5ptvEhkZyZgxY6xSS8ViMWFhYVaTyAwGA21tP393IpGI4cOH\nExAQwJo1azh79iwzZ87sYPEolUrSCiv5aO92APr6e/PILfFE9QimSd+KCzIKzubiGmu9wtfl0n08\n/Bs7LbOrfXOlUklsbCx5eXlERkayZ88eMjIyrIrFXWtd7HLBv1R962u9OvufQW5uLvn5+UyaNEkY\nnM0vqxLEHmDP2QvMGWktqJWVlXz88cc4Ojry8MMPdxjwrKqqYt++XbzwwgO88MJHODmpefrpuWSd\nzgcRBAf70tzcyM6dO8nKyiI8PJypU6dapS26urryj3/8g927dyMSiXjnnXeoqakhOzsbkUhEjx49\niIiIYPz48SiVSl566SWysrKYMGECQUFB6PX6i35mkUiEXC5Hq9Uil8svGZ2IRCICAwNZs2YNW7du\nJSQkhPj4eGJiYsjPz6egoID09HRMJhMhISH4+vry4IMPYjabSUpK4tVXX0WhUKDT6Zg8eTLV1dUc\nOnSIJUuWEB4ezujRo3F0dBTSUR955BEyMzOprq7mX//6FwcPHkSj0VitgBUUFMQjjzzC2rVree21\n11iwYIFVsTUvXz/e37xPeH6soBSVg4YYL8s+ra2tbN26FQcHhw5jMDciZm5sS6crBF+r1SKRSFCp\nVOj1ek6cOMHtt9/OsWPH2Lx5MwsXLrSaV3OtdfGKBP9y6ltf69XZL4euiK5KSkpIT09nwoQJVjNn\nHZX2hHq6kvvT2q2xAd6Ul9dxuKQBuZ0UBzsdX335OUOGDGHEiBEdTrr09HQ2btxIQkICSUlDuWVs\nIjKZlK+/2s5rr30OwJN/m4NEUo+bmyv/93//d9FB05qaGnbv3g1You0vvviChx9++JLLAI4YMYKm\npiYWL17M2LFjue222y46MaWgoIBHHnkEsGRorVq1isDAwA77mUwmNmzYwJYtW5gwYQKjR4/GbDaj\nVCqJiooiKioKsFz8mpqaWLFihZCNtH//fqqrq/Hz8xN+DK6urkyYMIGkpCR++OEH1q1bh0wm4+WX\nXwbgiSeeYNu2bcJg74EDB3j33XeZNGmS1SIbKpWKu+++m5SUFJYsWcKs2fNoMippaWnD39uBWH8v\nzv40MzfQzRlHhUI4b+3t7RkzZgzbtm1DqVReMlX29+gO0T3c+IO2XaFHdXV1LFu2DJPJhNlsZujQ\noURHR/PYY49hMBh48cUXAcvazAsWLLjmuigyX+2l4P8gycnJxMXF/f6O1wG1tbXs3LmTUaNGdZhQ\ntX79epSuHujkDqjkdjiLRbzz+VH2Hy0A4C+z4hif5E9ggHXNe5PJxJo1a8jJyWHatGkEBwcLr9XV\nNTJyxP1otY0AODgo2PrtUpydO2aLmEwmjh8/jk6n47nnnhOyqp588klmz559ycj9/PnzzJkzR3i+\ndOlS8vLyhAlXLS0ttLS0MGjQIP71r38J+7344ov8+OOPQgqqvb09SqWSsLAw4cIA8NlnnxESEnLR\ntmUyGZs2bRLE28XFhZdeegmZTEZsbOxFIzGtVsvkyZOFHH+FQsG+ffusirudO3eODRs2EBISwu23\n396hYmhRURE7DhaxdJWl+uegPr48tWAQ1QYjjS2tqNp0aMuLO6y2VFFRQXJyMqNHj75ubMpLkZ6e\nzqhRoy77uOTkZKRlX3dqX4PXzD/Uxp9JcnIyr776aqf3//vf/97tPiPYZtoCV+ahNjU1kZycTEJC\nQgex37t3L5mZmTz88MM4OzuTk5OD1N5VEHuAHQfOc/f0gVbHVVVV8emnn+Lg4MADDzzQweIxGPSE\nhwdw+PApAMLDg3B0dBAmWgGcPXuWuro6UlNTkclkJCQk8Pnnn7N7924CAwNxdXWluLgYDw8PIZJu\naWkhLy+PvLy8DlUwdTodvr6+wszZ9tmzEomEHj16UFhYiLe3tzBu0NzcbDUzt6Wlxer9SkpKOHHi\nBKGhoYSGhgoWWHu9n5iYGD744APOnj3L6NGjqaio4MCBA3zzzTeMHz+e+Ph4QfglEglqtZqIiAgO\nHjwIQK9evax8e7BYOA888AAbN25kyZIlzJ8/Hzc3N+F1N3dvdhw4IDw/dLwYpcKRaH9L6Ye6ujre\n2/09rq6ujBgxQtjPw8ODhIQEdu/ezbhx4y57clZ38fC5Pm7IrxrXi+NwNbEJ/hXQ1tbG7t27iYyM\ntIrAwZIfv337dh544AEr8XR0kBMR4k5WnsUmGBjtTWV5JT/mFyOX26HR2PH111+SkJDA8OHDO5yE\nGRkZbNmyhWf+MY8DB05hNBoYMqQPGzbsprKylqlTR1JQcJYtW7bg6+vL8OHDrfzl6dOn89133/HQ\nQw8B8Pzzz+Ps7ExmZiY1NTW4u7vj4+NDeHg4AwcO5McffyQyMlIoc/BrxGIx7733HuXl5fTo0QOJ\nRILJZBLWrm1HJBLRp08fjh8/TlxcHBERERw7dowjR46wbds2XF1diYyMpKWlRbhjePbZZ7njjjto\na2tDrVYTEhJCSkoKx44dIzU1lcTEREJCQti4cSMuLi787W9/Y+DAgcKt9Pvvv8+ECROsxjIcHByY\nM2cO+/bt45133mHGjBk0NjbS0tJCYGAg8TFeZJ+z/G1C/V3QqH+eKOfk5MQ999zDhx9+iIuLi9WM\nyMDAQOHif+utt16yiFx3xiy6Ls2ALuNmEHybpfMHMZlMJCcn4+TkxODBg61eKyws5N133+XOO++k\nd+/eVq9t2bIFqb0LjW0OKJV2eKiNvP7Kp+zadRiAxx6fxdSpSR0KdhkMBjZu3EhOTg5TpkwRSidI\npVLeeGMVH324AQBXVw3/feVB7O3FHUoOgCXtcsKECTQ0NACWujVLly6lubkZf39/YdIIWKyV9pIL\nvr6+uLq6WpU1bv8eFixYQFFREd7e3nzyyScdvH6pVEpNTQ2FhYUEBgbi7OxMa2ur8HpbWxsXLlzA\n3t6eZ555hqoqy8LkcrmcHTt2dLBewGI5tV8c2rN/5s2bxz/+8Q+MRiNGo5GCggI2b95MUFAQ06dP\nv6iFs3XrVmG91KFDh/LcwkWU18toaGzB0V6HTlvG5MmTrY7Lzs5m1apVPPjggx3GK3788Udqamqs\nUm6vJ67E0pFUfNWpfY0es7qd3ZGcnMybb77Z6f2ffPLJbvcZwRbhXxZGk4lSrWVSRFneeaRSaYcU\nxpqaGpYvX87EiRM7iP3Bgwc5cuQIDzzwgOD1FhaWCWIPsHVLKgvum2Z1XFVVFStXrkSlUnHfffcJ\nloFFfEUcy/g5V726uh4fb180TtYlHADKy8spKSkhJCREWOgkLCzsklk4LS0t3HvvvYIv/tlnnwlW\nTfvCJm5ubhQVFQGW9M7jx49TXV1tVTRNo9Fw1113YTabcXR0ZPXq1VbiK5PJCA0Nxc7OjrCwMEHw\ng4KCyMrKws3NrUMdoMDAQBobG61SPTMzM4XZjWCpqTN//nw2b97M0qVLmTt3rlUWjru7O1u2bBGe\n79u3D4VcyrABlvGUuro6PvhgOy4uLiQlJQn79erVi9tuu40PP/yQp556ysq3j4+PJyUlhSNHj+Ib\nFowJM15qZ2Q3QCVGs/jKY8PvvvuO5GTLcp6jRo1i/PjxHfb59NNPycjIQC6X89BDD100cLka2Kpl\n3iR0xkM1mkwcOHeaV3ZvQAQ8Nng8o+OsLZeWlhbeffddBg4cyKBBg6yOP3PmDKtWreKJJ56wEgi1\nWkXfvr04dswygzNxSF/q6hvIyDiLnVyGWi1hzZqvGDBgAEOGDOkQNWZmHmfWrNEcPXoak8nE5MnD\nUDkoqKqqx93dGbPZSHFxMfv27aO0tJTo6Ghefvll1q9fj0KhYPTo0dTV1aFWq62i9/Lycurr660K\nnR04cAA7Ozv0er0wINte2rgdFxcXampqqKmpoaSkREjbbL+R1Gq15OXl4ejoaCXiUqmU+vp6nnnm\nGfbs2UN9fT233347aWlpJCcn4+HhQVJSEq2trYSGhtLa2oq9vT0zZsxg7dq1iEQiZs+eTWZmppDx\nA5YsnJkzZ3LgwAHee+897rjjDpqbmwULJykpSZgpHBkZaTWRrKqqirlz57JixQpcXFys5hcMGDCA\n2tpa3n33XZ5++mkhM0skEpGUlETKmeM8sHY5JrOZp0ZMYVhIJJJLRPw3i4dfUFBAcnIyL7/8MlKp\nlMWLFxMXF2c19pWenk5ZWRlLly4lJyeHjz/+mMWLF19hxzvHzWDp2AS/k9Q2N7J0/1ahgNSKI7uJ\nD4nATSajUdeKXCZh+fLl+Pv7d4haSktL+eyzzxg3blwHq+aHH1J5/K+306A1oFDa4+vryqL/fMjO\nnZZaGw89NIPZs2d3WOPWYDCwefNmzp07x7Rp09n0zRJ0uhZkMgn33fsf8vIKmXf3RPr08eGHH1KJ\njo5m7NixwuDoPffcQ2FhIbNmzUKn0/Hggw8SHx9PWloaJSUliMViJk6ciJOTE3V1dQAkJiai0Wis\nirfZ2dnx0UcfCfU/vL29OywcrtPpWLp0KWCxkFQqFZs3b8ZoNOLj40NcXBwnTpxg6dKlyOVyPvnk\nE/z9/WlubiYhIYH+/fuTkZHBhg0b6N27N6mpqXz88ccEBATw1ltvMWPGDOzt7YXUzzNnzjBlyhSr\niVRJSUmEhoby/fffs2TJEsBSY//ZZ58lISGBxsZGNBoNBw8eZMKECULffXx8mDFjBl9++SV/+ctf\nrKbJ33LLLdTW1rJ8+XIeefQx9AYDKns5DXodnxzdg+GnO423920hyssfD7X12gPdDfMV6mFJSQlh\nYWHC+Ebv3r05fPgwt912m7DP0aNHGTZsGGC5+2xqahImcl5trkcLrquxCT6dy4OWSiQ4yhU06S3Z\nJmq5goLzhRzSFbByXxqhnq4M6RvHiEHxVsdptVqWL1/OmDFjOnj9aWlppKWlce+99wqRckV5rSD2\nAN9+m8r8e6095KqqKlavXo1areauu+4Syk9LJGrWrt1DXl4hAJ9/tpUPPniW+fPnW9XYAcvJvWzZ\nMmFG6vvvv0+fPn1wc3Ojf//+uLi4CMXWamq1OLn6olYradZWWN0JiKX2NJh9OV6uxzXQCx+JHGi1\nasfDO5gNW3ZTX12Ci7MasVjM3Llzqa6u5sKFCxiNRuGC0NraypIlSwRRBovlEx8fT2xsrLAGLsCF\nCxfYtWsX8+bNEzJy5syZw44dO1i+fDkzZ860mmPg4eHB1q1bhed79+7lxRdfZOjQoYDFwvn4449x\ndXVl0KBBQs5/eHg4Y8aM4cMPP+TJJ5+0Ep/p06ez91Aai9dtI7usmjsT4/CQGnCU21Pd3CCcK9Lf\nsAu6RXQPcIWDtj169GD16tU0NjYik8lIT0/vMMmopqbG6q6xvbbMtRB8W4RvQ8BJoeKviRNZeWwv\nYpGEe/qNoLiomhe+2YPZbFmOMMQr0cqb1uv1vPfee/Tp06eD2Ofk5LB582buuusuqxNc5aBgQHwk\naT+lXCYlxaKtb+T8+TJkdu0Wz2piY2NJSEiwikrMZjP2cmthd3Fx7iD2LS0tZGVlWd01qFQq/P39\nrW6vjUYjCqUjp4pa+HTp9zg7Knjrn2MxNZdhNptpaWmh0aBh8fuW2ahpmYW8+cwt2JlahDsJqdKT\nvyz6npq6ZuZMimG8jxpdk6WgnqurK66ursjlcqHWPYCvry8ZGRkEBARYlZOWyWQd8tzbSyj/8nNM\nmzaNQ4cOsWLFCmbMmEFraystLS0EBAQwZMgQofBaTEyMVQqlk5MTs2fPFkou/7Ji4aBBgyxpmT8t\nzdgepUqlUqolCr47ZhmHWbT+e16aPorHkyby6ZE9tBkNzItNwkXZ/StqXmmE7+vry+TJk3nxxReR\ny+UEBQVdslzHn4FN8G8SOuOhtra2kv1jOs+NvwMHlQMyqRR9m5RfnpsVdfWUVdSQlV9LVl45Ib5K\nAgMDBYunvb56eXk5K1euZMqUKfj7W0+4OnBgH/ffP5G5d01EoZDj7ePC4sWfsHu3RVDuv38aM2fO\nwt3dzeo4vV7P1q1bCQgIY8rUEWQez+H++6dgNBk5e7YcPz8PpNI29u/fz6lTp/Dx8WHWrFkoFAqK\niop47Il/IJY7oJC1oGuqE963SS/l0w0ZANRqdazanIkbmWRlZQEwbtpfrPpRVlnD9xs/BiwF2VpU\n8dTUWQq3fbElkyGxPvzy8mOv1IBEwRdfbeKdt/6Lu7s7M2bMYPv27ezcuZOIiAiSkpIwm80UFhYK\ni+0sW7ZMSIdds2YNEydOtEqFHDRoEGFhYezatYt33nkHsETS//znP0lMTKSpqQkHBwf279/Prbfe\nKhzn6+vLlClTWLVqFePHj7caixk7diwtLS3sPZRFXrGOXkEe9Ap0pLz653EOACdnZ3r7BvCS1xya\nm5vZsW074Z5+HdZCaKfbePhdwMiRIxk5ciQAq1evvugY0J9Vc8sm+DYETp48ib+/Py5OP+fUB3u6\nMaFvL749lo2HowMJQd6kpuXw7JK9AMikYr5cMtvqRGpsbOSjjz5i6NChHbJ4jh49yuHDh5k3b57w\nQ6iv1wliD7B9+w/Mu3sC/KKuSWVlJevWrUOj0RAQ4M0TT/SmvLwSscie2bOfpa3NgFxux5K3HkOr\n1TJlyhTh/e+66y6QOfHUqzspKtNy69AwJg1x54fU3RQXFzNszFQkYhFGk+XK5uaspH9If2JiYpDL\n5bh4uhPq70JuQQ1Bfs70DvXAc+5c2traEIlEnClTCf0Ui0VUlJeyd9cGfHx8GJQ4nM27CticfAZv\nDwfe/NdLiNrqaGxsZNy4cVRXV5Oenk5RURFPPvkkOp0OqVTK6tWrWbFihVCG+cyZM3zyySdMmzbN\nysJxd3dn27ZtwvPU1FQUCoWQl19XV8fnn3+Oq6ursOgJWNZ5qK+vZ82aNfTu3VsYyBWJRETFDmPW\nk1/R1maxtRY/PpRBwT6kZJ2jrL6BW6JCCfZyRyQSYSeVYeeoISAggBMnTliVdOiWdIEe1tfXo9Fo\nqKqq4vDhwx0GZPv168eOHTtITEzk7NmzqFSqa2LngE3wbxp+L7pqamoSShz8koaaKnxbqln1yBwc\nVQo8NGpWZP8szm0GE2UV9fi5Kzh9Op/WVj1ZWWfp1auXUA+7nfz8fLZs2cKsWbOsoh6Fwo5Bg6I5\ndOgEAMOGxdLY2MyF8+XI7GQoFbBmrcXiaa/t3tragpOTmqysEtraDD9t06NvtQw0/pLW1lbST5VQ\nVKYFYNu+HPqHO9Lc3ExUVBSujhJeffoW/rfxOAP7+jFmkB/FF7KFfP2GmmIWPT2CsroGvJwcqTxv\nyXhpt5HGDg5AJpPyw7Ei5kyKwkFURVRUFMXFxVTUtrE5+QwApRWN7DlcQGLkz1Gwq6srY8aMobCw\nUBhrMBgMFBUVCSIsl8uZOHEi6enprFq1SrBwWltbCQgIYNiwYUKt+7i4OGG8AywWzvTp0/n6669x\ndna2mqA2aNAgamtr2bNnDy4uLtjZ2REZGUlpRZ0g9gBV9SZu792LD3r40dCkI3X3LhqqK3FV/9xO\nnz592LhxIxERERedhdtdovvOpmX+lmy++eabNDQ0CHVjlEolO3fuBGDMmDHExcWRkZHBo48+ir29\nvbC+8rXANmhrA4Djx48THh5uJRZgKRYWHh5OqM/PUWW/aD/kdlJa9QY8XR0QGev49JND/Pe/nwIw\nefJwXlz8sNX7VFZW8sUXXzBhwoQOWTz79qVwz/xbmHPXBOzldnh5O7H4xU/Yv99is9x7723MmjUb\nJyfrDBC9Xo9KJRPKLchkUgKDfFA52GMytdHcZKnDk5WVhURuPUvY28sd558uSPrWFpSKSp55JIEN\nR0+zM/c8w0KCqCw4B4DG15//t34ndc06HBVyFk4eTtV5i8B6+AeRcqGQKnkjTz80iOayQpqaLF56\nQEAASmfrom12EhOnT58mODgYsViMUqlCLLEjMFAipIOKxWLUarWwgEs7cXFxhIaGsnv3bpYvXw5Y\nRPvf//43CQkJNDc3o1AoSElJsbro+fr6Mn78eFavXs0DDzxgtabtiBEjWLRoEWvWrAEsk23iB4/E\n18OR4gotdjIJg2Itlpy7WoW7WkWhrzebNm3ir3/9q/A+CoVCmFncXcT9YnTWw/+t3doH3H/JmDFj\nrJ7fd999l9GrrsMW4d8k/JaHWl9fT2FhITNmzLDanp2dTVVVVYdI3dhcyitPDEaldqOHtwaFzMS/\nnl4qvP7NN3v4+9/nAyLKy2uQySRs2PAVAwcO7GDxZGRkkJ6ezp133inc1ra0mASxB9i1K4275o7H\nYPi5Vk1FRQWffvop/fv3Z/VXL1FSXIVfD09OF+r4ZvcJYiO8GBylYv3XnwEw9fYgZo6P4lhWOQtm\n9sXV3Z5mO09qKy2TmtRunjy3YRf1zZY2ahqbCdSVk52VRf8JjtQ1W6Jvra6VvLJKju7eTWhoKGlN\nYnaesAyQpp8v4T+3DaGpqQkAZ3cPlBp7lvzrFpZ/mU50Tw+CvSSsX5NKamoq0++Yx+6MKtJOljA+\nKYjVX6+j8EI+rq6unD59mu3btzNx4kSrXH43Nzd27dolPD906BB2dnaEh4cDFgtn7969uLm5Wc3i\nDg8Pp76+ntWrVzNz5kza2tpwd3enrKyMtWvXCvt9/fXX3HPPPXz8chhFpfU0N1bT1lQC/Dz4PXjw\nYPbv38/p06et/p5RUVGsW7eO2traDnWKuo2Hbyut0O2xCf7vkJ6eTp8+faxKDoAluh81apTVdpPJ\nxJYtW5g0aRKRkZZ87bY2I0OSYjn3U0383r2DKSwq4PsVR/nkk02o1Sref/9ZoqKtK0fm5+ezbds2\npk2bZuVhyuUyEhP7cuCAZabsyJH9aG5u4fz5MuzldsjsjKxd+xUhISE/DTgaCAh0wiBR8/onlrGF\nnPNV+HkOoH///pY7CmMTY/ppmDo2hNVpJzmQUkC/ID9mxASRunMH4TJ7QewBiusaCHOwQ6FQ4KKy\nXjLP1cGyIpadvT3FtVphe0NLKyXlFWRlZjJk9C1syCriUO4PDAzuwaInhqCtLEVbX8/UqVMpKCig\nrE7Ml1szAXj7fBXLF07A39+f3NxcBgwYgJ2dHevXr2fatGmYTCaam5sJDAxk5MiRQhZO//79rUpV\nOzk5MXnyZGG845fVOgcOHIhGo2HSpEnU19dz1113MWbMGPr06SPMSh4yZAhqtRoXmQwfdxVZWfV8\n88039IuLE+wAmUzG6NGj2bRpk5Xgy2Qy+vTp84dLG1wPXGmWzvVOV1g6VVVVLFu2jPr6ekQikTCb\nODc3lxUrVmA0GgU7qz0ldePGjaSkpCAWi5k/f75Vjaauxib4XNpDraiooLa2tsMPNCMjA71eL3jm\n7ezduxeNRmM1I1MmkzBx4iCiIoMxI2bIkL4UF5fyySebAGhoaGL16u95Ne4x2vRttLQaaGlpYs2a\nNYwdO/Yi62Hu5M45w5l95zjkcjkeHmr+88JHQuXM+ffexuzZszusXaprtS6dYDCKCQsOFvLXtdp6\nGuRqUs9aKnkeyS9igJ8758+fx93Lmzvio1lz+AQSsYjZA6NpLc5HGR2NsbaS12ffSnlDAx5qNXWF\n54iOjsbOzo47AsJYVFKJ0WRiav9IakuKKSgooKCuiR9yLgBwKK+Qkb2D4ae1j8FSUqFYa31q6nR6\n1LKfl2Ls06cPPXv2ZP/+/bz//vsA9O3bl//85z8MGDAAnU6HRCJh586dVpaBt7c3Y8eOZd26ddx/\n//0olUrkcjkymYyNGzcKazCvWrWKiRMnsmzZMg4cOIDJZCIoKMgqxTUiIoJ9+/aRkpJidY7Ex8eT\nmppKWlqa1UBtr169OHXqFGVlZVbpr90iugdbtcxOIJVKufvuuwkMDKSlpYVnnnmGmJgYVq1axcyZ\nM+nbty8ZGRl88cUXPP/88xQVFXHw4EHefPNNampqWLRoEW+//fZVG0+48UcproD09HRiY2M71NjY\nvHkzY8eOtcq5NxgM7N69u4MfqdVq2b59C8OG92XGjFF4e7vi6eGBTPbzse4ezuTknOOVVz5n8uQn\nWLVqB+NvnUivXr2s3uvYsWOcPHkSDw9nevb0IiDAGXu5QhB7gL170nFz87Q6rri4mILcY9wy2OLV\n9/DW0C/GHambNy7+wSgUCiorKwVfvx0nR7Vl7Vilgii1hLfn3srzM5OwVxpxdLOkyinUSs42XOD7\nosOcqT+HytEyzuHk7oadvYHnZyby9txbiXWSoZTLGD58OE4a63Vwdc3NVFZWWko1BAQj9/Qjqpcz\nQb6WO5sRAwMoLThFcXGx1XFubm6kpKRYfT9SqZQePXrQs2dP3N3dycrKEtbRbadnz55MmDCB9evX\nM3XqVF5++WWys7Ot0v+kUinu7u54eHgwdepURowYwfbt24ULQju33HILKSkpVrWIxGIxY8aM4dtv\nvxXq+oClVktcXNwVrSv752Lu5KN7IhKJOv24FE5OTkJBPXt7e/z8/KipqcHZ2VlYV7qpqUk419LS\n0l5JWtwAACAASURBVEhMtMzf8fDwwMvLS0gyuBrYBB+Lh9pOs76V48Xn2JdzAmdfrw4zAdtT+359\n2/X999/j7e3dYf/vvvuOyMhI3N3dBauhh78H77z7dwYOjGLuvIncfvtIsrML+fLLbZSVVvHRhxsB\nS4Quk8mws7MjPz+f3bt3M378eKuywzI7MUlJP5cuvmXsQPQmGecrZdS0OFJV28SWLVto0lb9f/bO\nOzzKKvvjn+k1bdKTSW8E0gmhd0GKAlZEdhVsa1nXtSBYd1cUFQSXVcTGsnZZBUUBQQQp0mtII6QR\n0nubSSbJzLy/P4a8YQgo/gQMq9/nyfNk7tx33n7uued+z/cwfXwQK1+YyMtzRvLpoUyeXrOVuZ9/\nh1mpZ8uWLbRVlXHDgDi8XXXMHJKA0VOHr9ERn7YLneytPM6re77mlT1fk4cJjV6H1VXNZ5l7ONVY\nw5rsfbTrlai1WopkbSza8zWv7lnHzrJMsVqSrzGAQA8Ntw9LxstFx7T+femsreC7777DonFl3udb\neXrNVj44cIznHx3BivkTmDkhmKb6Cr7++mvyi8po7PCgrElHh6BhwoQJ4rkPHDjQKcTm6urK5MmT\n2b59O/n5+SiVStFD78o0rqioEAvNTJ06ldtuu40BAwawdOlSpwQgg8FAfHw869evd7q/YWFhBAUF\nsWnTJqf2xMREXFxc2LFjR4/+nkEBbD+RwdGyIsztFqfnrzdDkF7Y35UKqVR6wX8XgurqaoqKioiO\njubWW2/lgw8+4L777uPDDz9kxowZgKN40rkyiy8Vfg/pnIXtBZn8a6dDQbGvbxB9oqLx1LvS3NqG\nqc1CZnYOV199tdNNt1gs7Ny5kzvuuMPpt2pra8nMzOSBB5xZOfn5+WRk7OHtd55GLpdhtVopKKhw\n6tPQ2EhLixvrvt5CY2MLo0YnMn78+B6qkRs3ruemm4dxy4wJqNVKvHw9WfDOPnKLHMkrt07uy/Tp\ntyCTSWludOi86/yD2V/o8JatNjs7CyuYOXMmTU1N9NPYGDV5MDktlby0dy0h7l7cEJeCxdzK1qxu\nyunWoiz+FD4Ii925zqnVbkNvcOPzom6v+vuibFITxxHqFcPa4mMUFu1jYkQif5s8iOqychrrO5gx\nYwZ7T1bReVq24UhxBTf274Op2hH6iY6OJjIykqxSFS8vdBjXiCAPnrrnWhITE0XvacOGDU4sHD8/\nP8aNG4fVauX1119Hp9Mxbdo0p+QecAysfn5+PP7443R2drJixQqkUikhISFin5EjR7Js2TKqq6ud\n+P7jxo1jxYoVjB071imUNnHiRLbt2ElUXCJ6jRpXrZrGNjOfF6WTUeE4rweGTsTvrPWh3orf9fAv\nHBaLhSVLljBr1izUajWLFi1i9uzZpKWlsWfPHpYvX+5UzPxSHcfZuILH44uHrhhqp83Gt7ndDJjs\nqhJOVpZRWFHF3A/XctOrK6l18yMgJNRp+w0bNhAVFdWDUrlu3Tr69+8vsjK6eN7r168/XVBEwGp1\n8OSTkqIYNCgeiUTCddePwc/PjVeXfMTrr3/Khx+u59ln3iEyMtbp9w8ePEheXh4eHnoCAvQYDErk\nSo1o7AEOZFXj5e2HVCoVHyR7hwWtsjsWHebtjlKpRK1W09TQgFlo55PMXZja28iqKuFYQzlyJPTz\n7T6/xIBQhgwaxICovsT7O4xiX58gBkT2ZcTgoSQGdEvaxvoYkSPheEsNxyqLMbW38Vn2XlqEdhrr\n61Cr1SiVSkK9uxen1Qo5whlhEplMhrePHweyasS2gpIGpDI1bm5u+Pv74+bmRlFREQcOHHC6TjEx\nMcyfP5/333+f5cuX89JLLxEQEMD06dORSCSkpqaKyVhdaxpJSUlkZWU5/Y6rqyv9+/fv4eUHBAQQ\nHR3do90n0EizVzA3v/of5rz/JYUV1RSUnhKNPcC3uUdJSEriioDkAv+uUFyMkA44wruLFy9m+PDh\nYkJffn6++P+gQYPEsM3lziz+3cM/AwqZjIEh0Ryvdui7+7t4UFNazuHWCg4WOgTJvjycw6j4PvQP\nD+Zodhn7j5Xg4x7ImLHOomkVFRUUFBQ48bEBMjIysFgsPYq7HDq0l1tnjuDFlx5EqZQBUgoKSsXv\ny8traG1tQy6TcyKvBL1OTV1dIxMnTnRK5pEKHQxKDGRvusODv2qgEbQa6tsNuGpUmEqLWPPOmzx5\n74PsLa7E31VHTKAr6XWncPHXEyoPoPWM4iQAKrWa4WlDiGqOJb28CKlESkJAKFqFCq1CxVNX3Uxz\nexsuKg3uGkcMf1baWPobI+i020gKDMPf1UDpYefwRnt7O4GRYZTSRkWbmSQvP/40OpXSBhODQn35\n5K1ljBw3Ho/QaBrb2nHX6rhqoJHsfAddNCXWD7nEStewoNVqmThxItnZ2ZSVldHS0kJUVBRWq5WS\nkhJxv/n5+fj5+fHggw9y7733kp2dzcGDB50WXlNSUjhw4ADp6elO4bthw4axdOlSSkpKnAb4MWPH\ncSizjOUf72VAvJHEWH/yK2tZfcAxaBw5Wca3hzPpY1AR5OZFSZND839gSDSqs7SOeivs/9sO/kXx\nrAVB4M0338RoNDqprvr5+YlU3czMTFHHKjU1laVLl3LNNddQX19PZWVlj7DwxcTvBh9nHvSEmBQM\ncg12uZT4gFCCDT6s2XvEqX9ZWRmNZQ08tOA7UXJg5Us34ecL9fXNlJZWUVNTxahRo5yStfLy8ti0\naRPDhw93Wgi2WCzs27ePm266CaVSAtiRySQ8+JcZ/PWhRQiCwL333kB1VTVPPfU2lZUOj2Dx4kfw\n9/cVZwkAa79YxYQBA5g0Yhhurjpc9AKvbNpHRZNDmOyWtH6MHz+euqITJOv1ePrqWXZ0C7WnlR1H\nhfZjYnA/bus/mlXpPxDm4cPYaIfB83P1wM/VmUMOkHHoSA+mia+LO74xzp7r8PB+HCjJp6Cughvi\nBxPk6sWm0my+K3DQL3eXnODB+DF4WRqpLchlzJgx1GsNvPHVNsCR3PTgsHiWPjmeVksn7S3lrPn8\nI6c4vre3N2FhYWJ4zdvbm5dffpkHHnhA1NT561//ilQqxWazIZfL8fPz47///S9Dhgxx0rUPCwtj\n8+bNxMfHiyE8rVbLqFGjyMvLo6mpicDAQDw8PCirtTJ3iYP2KpVKeHXuaCxS5zq+Hu5ujByUQkSf\nGDLKTyKx2kiLiL1iePjCFbwgeyG4GAY/NzeXnTt3EhwczOOPPw7AjBkzuOeee1ixYgWdnZ0olUru\nueceAIxGI4MHD+bhhx8W6ZqXMqTzu8E/C3I7NOYUMWPGDPElHxgdxtDoUDJLK7k+LZGh8bHsOXRS\nNPYAxwvKUQkNLP3nf/nmm13odBo+/fRl8Xu7XaCqqhqZTEZ8fLzTPrdu3UpQUFAPpcrGxlOs/M8z\n6HR6DAY9VVUNorEH2LU7neSU6zB3qmg2ddDZ5vAQUlJslJ48gGtkJHgEi8YeIKuynvhoXxob6jGZ\nTLhLBNHYA5xsriUiPII+0miuiklCLVfiou7msv8SBLp78verZ2CxduCq1oEg8HZWt9ff0GaiE7so\nn+vm5sauk91CbjUtZqyCQGdLMQrALmmnqqqK5lY7Kp03rjolalkr+/Z1y0vX1NSgVCqZNm0aI0aM\nwGw2c/LkSSeJZx8fH0JCQti6dauTVxYREUFpaSm5ubnExMQgk8kQBAFPT0+mT5+OyWRi7Nix/PWv\nf+VEefd52u0CHTYFQ5MiuFuQ89/dR4gN9GFonwikUinBBm+CPLxYtWoVshBnJlZvhv2nu1zRuBiG\ntk+fPqxateqc3y1YsOCc7ddff30P2ZZLhd9j+DjzoCsrKwkICHBalDV6epCi6uRfMycza1Qavp4e\nxMUE4enuWKBTq+REBbtz8mQF33yzCwCzuY2PPt6A3W4n41gBt9wyj48+3M7VV0/pIaZ2rpT7kpIS\nMjKO4empw81Nic3WgaenO0FB3YPCoIF9Kalu555nN/Dg8xtZ9lk+M2+/F7VaLU4LJR3txBu7FxhH\nRRpR+7jT4u+Cvk8I7a1tjA3vrhB1U+JQdEoVSrkcb73bBRn7n+Oduqg1eOvdUMnlqBQKbkgcguR0\n4HdEaCydrW249w3HFOCKxt+LERHdWayxAd7oz1h7UKlU/HH2fbzz5UkefH4jdz+7npLqTqei5QEB\nAXh5eYmF0D09PcnKyqK4uDuODo7iLseOHaO5uTtZLDIykgkTJvDmm28yY8YM0tPTsdlsfP7555hM\nDgrrli1bqKioICrEE63acWwebhr6RgXg7eHGzGH9ee2P1zBAY8Xo2b1GIZFICAgIoLKy8orw7sER\n0rmQvysVFyuG35vxu4d/FioqKggMDHRqa2lpITP9KDddfx2K09z7yBAvXn54GA0mG9HhgYQHuZPv\nokSpVNDR4Vj4Mxp92LFjD395cClms0N+QC6XsXDRQzQ3t3L8+ElMLS2MHXs1Xl7Ocsdbt24lJSXF\niWZotbYy74kZdHRI8fEx4O2t59t9tbR3OEI6BafqMXfI0Ov0aAxeIAh89d9PGJWcyrWJw9Eo5ajk\nnfzz4CZMpwu53NF/DLPjxnF1vwGoZHJCDc4c/kuNISF9+Oe0u2i3dhLgYmBnQSZv7XMoXGoVKv6S\ndBXPXzea1k4r5qoy1n3xOdfNmImAhNb6Gto65eIidUenjSMn6rlmSByffPIJVVVVKJVKrFarmDOh\nUChISUlh27Zt3H777eJxGAwGrrrqKo4dO4ZGoxFVMv/973+zYcMGwKEs+tprr/UozRgVFUVUVDCf\nvDqDE4VluGmlRIY4qHZKuYzwQH/+cyydhokTnBbk/P39KSkpcdLd782w/Uo69ZcLv4un/UZwZgy1\nsrKS1NRUp+8zMzMJDQ3tUUhk1/YNXHPNNYQHOTy3iAgj7733HO9/sJ6kxBiuv2Eszc0m0dgDVFTW\nkZWVwycff8+XXzqShu64cxrx8X2RSKCtzUZzcxNKpaoH13/fvn2UlpaKJeEsljaiw7rLCSrkUqSC\nhUqUvLZqM3KZlIevvgZrVSnmU3mYAd/YCNHYAxQ0VHOTixuev6D83i+JQSvkcqJ9ugfYoqZuFk5r\nZztWiUDVCcfCp0wmY+CEa5n3xXY6rFb+PHYgboIFpUJGx2kFyz5h3rS2tqJUKgkKCmL9+vWUlZU5\nFSFPSEigtLSUuro63NzcxEH10KFDvPXWWwBMmjSJ6667joqKbrpsW1sboaGhJCYmIpVKRZ2jLomG\n0EBXrG3VrF27lpFDu++dVColPDyczMxMsboWOAz+wYMH2blzp9Px9Vb8HtK58vG/P6T9DDQ1NSGX\ny50KWQNkZ2f3WDlvbW2lsbGR8PBupUmJREJt3SlmzRrLPX+6HoPBhcBAb/7293sB0GrVzJs3G5VK\nw/r1O8Xtvlq7jZqaBgoLqpg86UGuv24u4eFJIqdbqVQikUg4duyYk2673W5HL29i7p1p/HFqIq89\nPRG9q5LXv9uPXRDosNr4aH8OXn4BeBg8CAgNRoOMCIMjLCSVSBgTlXBxL+IvxIiIOKSnX7xQdx/0\nUjmBYSEYPD3xCQjk8/QC2jutCAIs27IfnYuS156ewB+nJjJn9gDcVC1O8fmBAweSmZkJIKprqlQq\nYmJiuPHGG5k4cSKFhYXU1NTw1Vdfidt98803uLi48Nhjj4ksqCeffBJ/f3/c3d2ZPXs2s2bNora2\n1skzDA0NpaWlxSk0BI71gK5i6V3Q6/UolUoxPNTbIQgX9nel4veQzm8EXd5pRUVFj2Lh4KidOnr0\naKe2jIwMgoODneQVALGYd1dKvUIhJzU1nBX/fpKoqEgMBj0dHVauGjeIbzY4MizHjE2jvr6O+c+9\nT+tpkbJ5c//F1+v+CchZ9/VeSkurmDbtFjw9dU4Gbd1XqwkODmZY//5YmotxCQxCp1LS3Ha69q5a\nhaCAXKWFw0XHGRIYyX1p42mT2HBRaQn39OOX4mLGoBMDQnl16l00t7ehQ87Owmx2leWT4BNEolyP\ni7pbElmjVKBRqaguKWBwHw1Hjhzg6K6TTsqmPj4+3HDDDbz33nv4+voyceJEBEFg7ty5WK1WrFYr\n8+bNY8GCBYwdO5YPP/wQcFRmCg8PR6lUsn79egoKCkRdfHAMth4eHj0yaeVyOcHBwWRmZjqVtYyM\njGTbtm09zjcgIOCcGvm9EfbfWTpXPH43+GegvLy8hydfU1OD1WrtIWKWk5Pj5N2DQzenqanJKTsT\nID39KK6urri7a7Hb7cjlUubM+SPDhyfg6elJnz7BKJUKXFy7KZxarZqKinK+2XCQVascmaWbN+/l\nw4/mI5PbsNh01DeZSB4wDE83tVggpKGynEfHpfHpoVw0Cjk3p0RT19nAxjyH4uOXuQdJCYthQFAU\nvRFyqUwM8RwqKWDN8YMAbG5pJCh+ODNSYlDK5ZjaO5ieEkN9RSmCINDa2kpERAQeXkYa2rR4uLug\nkpqQSQT+9Kc/UV1dDTgG76lTp6LT6cRr5urqSkREBHfddRcjRoygtraWtLQ05HI5drsdFxcXTCYT\nJSUlTsJ4QUFBmEwmsYpTFyIiIsjJyXEy+IGBgQiCQEVFhdMagJ+fH3l5eT2ksXsjrmTv/ULwWzD4\nv4d0cMSgBUGgurq6h3RBRkYGERERPRZ0Tp482WNwyM7OJigoqEes/9SpU0RERDiJIhUW5lJbW0h8\nfAgKhQSw8eKLf6F/al/69Yvg3RV/w2j048SJbjZJXV0TVVXVnKoRuPvZr3n8le/ZfLgTT58gpFIp\nnn4B6Dy92bLmv4zQW7kxyoeqglwUaufUfavdxsXEpdKC6TzrOOUqBT9sWs+UUA9uCPPgu9Wr0Hv6\n4B1gRCqV4u0bxM5smLtkO/c8u46iSjtVVVWisQc4ceIEgYGBvPPOO8TFxZGSksIrr7yCIAjIZDJi\nY2Opq6sjNzfX6X5FRET0YPbIZDJCQkLEkNGP9QWHl392X39/fw4cOOAkstZbYb/AvysVv4WQzu8G\nH9D7eLK7MIegxFikp1UsBUHAarPRYjL3YFHU1dXR3t7eQ0rh+PHjPbz++vp62traejB/8vPznQqY\nC4JAe3sTU6Yk8sbyx3F3VyKVSrj/geniYDNz5iTUajlff58velsHM8tpbOnAEBTGP3em88z6XcRe\nNRmr1Up1VSVKpRI/hZZYb8cMZUhoH6K8eoateiOivPwZEe7wfGO8/AlSuaJWq6murAS7QOLVU3h2\nwx6W7DiGV2gkLW129hztzk5et60QtUbL7NmzAcfi6YMPPohUKkWn0/H6668zbdo0zGazk1Ca0Wik\noKDA6Vj8/PywWq3U1NQ4tUdERHDixAmntoCAAOx2x2BzJmJiYjC1tmG12cT9SeQy0iaMZXdhDhXN\nzsXQexvsCBf0d6Xit2Dwf/MhnVpzMyszd3Ki1pE587RayYjIOE7V1PP2d7soqWvkrtFR2O0CUqmE\nsqomcnLLGXP1dT1ufF1dXQ+2RVZWFsHBwUilUqcZQUlJCYMHD3bqm5ubS0NDHe3tjlCD3W4nPNyb\npf/6Cx4ennh6uiCR2EmNU7DnqEMqwNNdi1zSwZojORTXOgzG2zsO8eK00cgkHZyytnCg9hR39h+D\nh7s7LioNLqqLk0jVhUvFI/fUufCXEZOZlTaG2sYGdhRl4zssmRClK1abnAVrtyMIUFrXyGcHsxlv\n9MLboKOm3lFVK6WfH64uWm666SbGjh1LfX09oaGhol6OxWKhqamJ3Nxcp6S38PBw9u3b53S/JBIJ\nISEhZGdnM3LkSKe+hw4dQiKRiEZcKpUyevw0Mk7UYBXUBPq5IQgCgrs3Xx4qZO/H67jv6mEEe3lw\nsDiPhadpqOEGH/4xcQbe+v8/Y+pSwvYLbXl5eTn//Oc/xc9VVVVMnz6dSZMmiW1ZWVksXLhQLDU5\ncOBAbrjhhl+24wvE77TM3wDqzM2isQfYdPwQipoWvj1Vz7fHHKyKJz5dzzt334xSUPKnp1dTWNqA\nh6uG/wQGEx7kTlFROatXb0Yi8UIh71ZLbGoyI5dpiItzZsJUVFQ4QhDe3k7tJ0+edCqkDZCfn8eu\nXd9zyy230N7uUIQcFO+B9q6BNJusDEoMgM4GJz0WiQQsrWaOWcr5/qSD0ri3NI8l0+666Mb+UkOv\n0tButfLKD19TbXIwX4aHxNBf6zxjksvl6DUyFs0Zw770cly0MuKjDLSZHBx9jUbDnj17kMlkTpWu\njEYj2dnZTr9lMBhQKBSUlZU5zcxiY2Ox2Ww0NzeLTC65XI5SqWThwoXceOONhIWFUVzezDOv76eu\nsZXgAHfeef56rJIO5n60jnarjezSSqQIjPXXs7O9exZQWF9Njam51xp8+y8M4gcEBLBw4ULHb9nt\n3HvvvU6ssy707duXuXPn/qJ9/X9wJXvuF4r//SHtJ+Cq1oqCXwCJfqFotFpqTWaxrcNqIyc3lx17\nMigsdXjRDc1t7DtSyJEjGdz2x6d4dcmHLFn8IQsXvofNZqe4uJIp1z7EbbfNJ/1oCVarneLiYioq\nGsjOKmXMmMlIpQ49HalUilyuwNXVVSye0IXCwsIe6woNteVsX/8ufY2dNFQX0tDQwDXxkUT7eeOu\n1fDw1cOwtNRzqqVbhqG2tYXWTmdRtIuFS63n3trZLhp7gOKmOpQSO49NHI67VkOUnxc3JMdQV1dH\nbfkJYvwtbFv/DtUVJ51+x9/fn5MnndtCQkJwc3NDJpOJHp5MJmPcuHEcP36c6upqJBIJNpuNnJwc\nbr/9diZPnkxxcTGCIPDPf/6TRYsWsXTpUm699Vb279/PvqOF1DU6BudT5Y3s3JdFbn4+7dbuNYk6\nUxuBRiNJZ6iKuqo1uGmcK5X1JlzM8icZGRn4+vr2SDj8NfF7SOc3AH9XA3OHTiG3roIAgzdJQRF4\naPXc5eZJZkkl5vYOZo1K46ohA8jJqwK6dVo8PbSYTE0UFnbHjY8ePc7u3fv4aq2DSgnw0kv/Jjk5\nCiRwy/RHMJvbkMtlfL76Ffz93SkpqWPBghV4eroxerQH0IlcrsBs7iTAPwIPQ/eAJJVKqa2txWAw\nONEzq4vySRQaSRieRFtDJYWFhUwYmcayukoAxsck46l1ubQX8xLBoNEzObY/63McGvuTohJpPFmF\nRCLh0eFxHEs/QkX+cfFFtFqtouysm5ubuCCamJhIQ0MDHR0d6HQ6Ojs70el0ZGZmsnXrVubNm0dQ\nUBDV1dXceeeddHZ2otVq+eijj7BYLMyfPx9wJOctXryY6dOnc+RIt7BeSUkJdrsdH0/n6xwbE0a/\naF9qBCVvf7cHrVLBvVcPo0+YkYC2VlxUaqqaG0kL60Ogmye9FRdTNmH37t3nDAVKJBJyc3OZM2cO\nBoOBP/7xjz0YcpcKV7Ihv1D85g0+QFJ4DCeP5ZCWMBi9zsGJTgoL4vlrR2CXSEjqE41WpSQu2o83\n/j6V9VuzGDEoiiH9Q5Fi4+57buCdt1cD8MAD00lKimPbtm4tdYlEQouphdraZjHr1mq1kZ5+nKYm\nH+6/7xWxXYKEJ5+6jeLiWu684+9YrTb+8IfJzPzDVQgSKTUtCk7UuDNq4h/QqFppazXh4m7AJpfj\naWqlobICm82Gr68vyloTj6RcjbevD2FefugvUTjnUmvB6FRqbhswmuHhsdRWVmGrM1FzuuBJu8WC\np7cPLr4ByKydNNXXotXpGDv5No7kVGPocMfHpRPB3sG6detYuXIlMpmMt99+m7CwMJYsWcLGjRsB\nuP3221m2bBnl5eVinL+1tZUTJ07g4+ODVCoVBw93d3dSUlK4//77eeihhwCYNWsWCQkJCBIli+ZO\nYtveE0wYEUtctB9qpZzpQ5Lp46kHm43kMCMSiQQ3rY4hoX1Yv3494QMur6zFz8XFWpC1Wq0cPHiQ\nmTNn9vguLCyM5cuXo1KpOHLkiDh7uhy4Ugz+jh07nDK2wREiW7t2Ldddd92PbvubD+l0wWKxONEp\nJRIJRTmZWOqq0aocyTZqlYLYUB39/OuYNCIKvVaBVqvm4Yf/wOvLHuPz1YuYfM1wXFxcuOuu6xk9\negAhIf4se+NJ0tISSEyIRXla/EsikRAZEYxKqXKSXqiuruf48VyWvb4K6+kQwIcfrqesrIbqRoGH\nF3zDx+uymLv4ewSFJ26e3uytbuHJr3/gs5ONBMb0QyaTEZYQS7lWoEFoJ8DdE7czwlZXItw0WgLd\nPGkUOinXCkQkOySLg/vGs/pkE099vYtdlS14+PghVfvy+OLv+Xh9Fo+9vInqJse6ycqVKwGHEunr\nr79Obm6uE2Wzra0NjUbjRMNVKBTExcWRlJTEW2+9RWhoKCNGjOD+++9HrVYzbtw41qxZw2uvvcbj\njz+OVqtFp5Ezfmg4/fzqiAxUoFY6/CqNUkF7fQ0FWcecjItCoRBzAnozLlZI58iRI4SHh/fIaAfH\nWkuX1EVycjJWq/WyZSJfKSGdzz77jFdffVW8LpWVlfztb3+7oFrJl93DP3r0KP/5z3+w2+2MGTOG\nadOmXe5D6IEffvgBq9UqZlF2wWw2O+nZg6MG5dkPoJubnmPH9jJgwJ0oT7/c/v4GZt8xDoVCSVxc\n7Gmap4lV/32ZjIwT9OsbRUCgB4IAf//Hvfz9b2+i1ap54ok7CAr2JLZvAfv3Z4q/L5EIVNd1rysI\nAhQVV6I3CHxxyDGbqDOZ2XK8iIF+3ryV/j0VLQ5p4cq2Fu4fNgm51LkY+8XC5dBzt9ntfHZsD19l\nOsos+urdmBEYz868EmpaHNfl6yM5hGr70dbY7JQkVFVrxlcvx8PDg4YGxxpMdHQ0cXFxzJkzh1mz\nZmE2m3nyyScJCnLkNKxevZpjx44RHx9PQEAAgiAwYMAAXnzxRTo6OkQWiVwuJzAwkPXr1/fwrsxm\ncw+JBa1WK5Zj7EJxcTG201TNX9uY/BguVkhn165dDB069JzfNTY24ubmhkQiEfMgLlcm8sVgWVGL\nHgAAIABJREFU6dTW1rJs2TKampqQSCSMHTvWiYX09ddf8+GHH7JixQrxvL744gu+//57pFIps2fP\n7qGhdTYWLVrEe++9x5w5cxg1ahQbN25kypQpTJ069SeP77IafLvdzooVK3jmmWcwGAw88cQTpKam\nXrYY3flgs9mcSgB2wWKxiAUxutDS0uJUt/TMvmc/mEVFBfj7+4t0PUeYoJOKihyuuioVQXCEB8aP\nT8PbW0tQkBEXFxVms5mZMyeg12koL6/httuuRaG04qv0xFWvotnUjrdBR3S4LzaFDYmkOwtSr1Rg\nxS4ae4CsylNYOjvRqy6Nwb8c6LB1knlGacAqUxOd2NGrnNlJfj7eyD2k+Hnpqaw1odc5QnHWNgkr\nV67kgw8+wNvbm+uuuw6z2YyHhweffPIJp06dIjk5Gbvdjs1mw8vLi+zsbKKjo8X7Z7fbaW5uprS0\n1IlS6+LigsXiXOwEQKfT0dLS4tSm1WrP2VepVIrFMXorLoZapsViISMjgz/96U9i2+bNmwFHbeC9\ne/eyefNmpFIpKpVKDJddDlwMgy+Xy7n99tsJDQ3FYrEwd+5cEhISMBqN1NbWcuzYMaeF6tLSUnbv\n3s2SJUuor69n/vz5LF269EePRa1WM2PGDE6cOMGaNWsYMWIE06ZNuyBn4bKGdLpKy/n4+CCXyxk6\ndCgHDx68nIdwTqSlpfXIjgVHCb5zGXwXF+dFua4XWK1WO7WfPUOIjIykpaWlRz+ws3nzOux2i1i9\nSiKx4uUtMGp0NFJZO1arFaG9llceHcEz96Sw6NERtDaVgbmJeZNHEe7rydi+kQwweqNCxojQ7lT9\nqXED0SkvXaHsy6HnrlGomBY3UPw8JDgaNTLifdwZHx9FhK8ncyaNQGhpoKm2mAUPDeXpe1J45dHh\n2CzV2Gw27HY7w4cPx8vLSzTiVqsVQRDYtGlTj2zXgICAHrM5vV7fw0OXy+UoFIoefXU6XY82jUbT\nI3wTGRmJXC4X1w16Ky5Gpq1arWbFihVO79W4ceMYN24cABMmTGDx4sUsWrSI559//rJKR1+MkI67\nu7vItFOr1RiNRnFW+f777/OHP/zBqf+BAwcYOnQocrkcHx8f/Pz8nDK8z4VDhw7x2GOPERcXx6JF\niygvL+fZZ5/tkeh3LlxWD7++vt5pdDMYDD96cmeGCrqof5fic2dnJxUVFeTn54vJNvn5+ZSXl4ve\nfNdxNjc3o9Vqxc+RkZE0NjbS2dnZY/szPcEf276jo4P6+noqKiqcts/IyCA1NRVBEMT+VquV9PR0\nGk7z9SMjI9F2dhLdVEKgppOyAocxitFpiIkdTmhQELGBIezateuSXb/L9dmg0/HihFsprSyno6aR\nXdu2ExkZyQAPDyR5xVRntCI9nUC1b9dmDhw4wMiRI4mNjSUvLw9weOnl5eVO11+lUtHc3ExmZiZx\ncXHi9TeZTKKH3tVfp9PR2trqtD04Zm9nFrLJy8vDZDKJxqFr/y4uLrS3t/fYvrKykp07d4rlGi/V\n9TzX7PRC8Ut5+L0dFzucVl1dTVFREVFRURw4cABPT88eOlsNDQ1OuTeenp7U19f/6O++++67/PnP\nfyYhwZHfM3/+fNasWcO8efPEdarzoVezdM70HM/2Ii/m56ycHNKGDHZKyImIiCA+MVH00LtezKys\nLNzc3JyyMJubmwkNDXVqi4yMRKPRiAtTkZGR5OfniyGhM/u2tLTg5+fXY/vdu3eLnlDXd4cPH0ap\nVDr1NZvNHDl4gD4zZohtOekZKJVKUkOi0ChUl/T6nSuGf6k+f/HFF+Tm5mI0GsVr0NTQwNFDB4k7\nw3uKjIykrKxM9Ma7XqpTp05hsVh66CB1zTzP3P7w4cOiwe/q3yWVcfb2oaGhTs5MVFQUDQ0N4svb\ntX+TyYQxJISIiAjRwBQWFjJgyCDCQ7s5+Zfq+l3Iwt758L9t7i+uwbdYLCxZsoRZs2YhkUj44osv\nePrpp8XvhR8ZPH/qOBYtWuQUPpZKpdx4442kpKT85HFdVoNvMBiora0VP9fV1TlVAPo1UNJQw1fV\nx6m3mJD7epAWGk19i5k1+9LZ3arAkF/CVfFa1AoFBzNL2JYpEBuhJLqpDYObhoryWvbvO4FS4UtV\nVQO+vh5YrXZOnCgmIiKZzk6ZmHavUulxdfHHw+CKVCrDbrchlcro7JQycuTVyGUKrDbHtF4uUzF4\n0Ai8vLuvj0KhIDg0Gg9PX6dUfq1Ox8DBQ1CpVLS3O5Kr1Go1gcZAp4pZ/wtwdXUlJCQEmUxGR0cH\n4NC3HzhkCHoXF9pPh9ckEgmJyQPQu7ihVCrFvoGBgSiVShQKhRhCkcvljBo1CnAkXdlsNmQyGSkp\nKZhMJjE0J5FIsNvtREdHc/z4caKiopDJZNTW1qJQKNi/fz9ubm74+/vT2NxOXqWSrBNS/ENLGJBg\npMNmZWdeCbvbVFg3/sBNQ5LwdNFRYWvj3/kH8CjL5v5hEwnx8O554r0AV3L5wgvBxTL4VquVxYsX\nM3z4cNLS0jh16hQ1NTXMmTMHcDgN8+bN44UXXhDzRbpwITZRr9eTnp7O7t27aWpqYt68eRQUFFwQ\n0+uyGvyIiAgqKyuprq7GYDCwe/fuy7ooczbsgsD7B7/naEURAM9t+oTnx95CWb2Fd7bsASCrtBIv\nrQqlVc7suV/Q0Wlj3fcnUCrkjE715x/PvcXXX20HYPPmfby+bB4nT1Zww/WPIggCbm561nyxBI1G\nyd+efZuDB7ORyWR88OELREb6kZFxknvuno/NZuPJp+7iqqtSsNngqaeWs3t3OuPGDeKRR2cgCFaq\nTWqWfHoEg6uauXcn0VhdiCEwmG+OF1PsEkhiQCjymjIEQSB5wmg2FhyjueAIU7WD8HVxP+91+KW4\nXDVZq1uaKNTayNW2c3V4HK2FZdgFAXVgGLlVHZjrOrmmXwRVJwvw8o/ivW8OUF1fzKN3BuLrKkOC\nwLJly9iwYQMDBgzghRdeQCqVsmPHDp577jmkUinLly8nISGBU6dOcffdd2O1WomPj2f58uV0dHRw\nyy23UF9fj0QiYdWqVURERPDkk0+KWvfbtm3jueee40B2MwvfdoRRvv0hn3+/OBWr0sb81d8CkFVS\niZ+rhmCDmhd2rKHTZuNUQw3/3vcdz46fjqwX6rpcyUqYF4KLYfAFQeDNN9/EaDQyefJkAIKDg3nn\nnXfEPg888AAvv/wyer2e1NRUli5dyjXXXEN9fT2VlZU9Zo9n45tvvmHDhg2MGTOGvXv3Ag5ncOXK\nlTz//PM/uu1lNfgymYw77riDF154QaRl/poMHUGw09LePSp22m00NjZS29Th1K+qth7BZBfL6AHk\n5Ffiqaxj755jYtv+/ZkcPXKMo+lFovfd1GTi8OEMFAoZBw86NFtsNhuf/XcT11w7gJde/FTMmF3w\nwrtERj5JdVUzu3enAw4N/AkTB+Ed4Mvji3dgtdmprGnh7f8e5bqhWnafrODbDIda44J1NTw5Lg25\nwsaS3euwCXYyKk/iptExPbn3l9D7Kewsymb1MccDnl1Vwl8SRmOzwPNrt2Gz28ktr0avUhAtsfPe\nl1lknHAsYj2xaDMvP5JGfVWhWJ/2wIEDHDhwAF9fX/ElsdvtLFiwgKeeeoqtW7eKC+gZGRkcOHAA\nm80mhmgEQWDr1q2YTCb27evOvt63bx95eXnkFnYfd6fVTkVVHVJXZyNebzLjo5fQeUbGdIulDZtg\nR9YLU2SEKyyo849//IOhQ4dy1VVXObW/+OKLPPHEEz36XwyDn5uby86dOwkODubxxx8HYMaMGSQn\nJ59zP0ajkcGDB/Pwww8jk8m48847f/I41q9fz7PPPouPj49Ypc1oNFJWVvaTx3fZY/jJyclOJ/9r\nQiaVMSttLM988xGm9jb+NGQCQ/r1J7SuibVHcilraKJ/mJEhCX2R2KQMTSlh1+FiNGoFN01KJibU\nwOw7Klj4smOh5Lbbr2Xw4AG4unryr6WfAqB30RIfH4tE4vjf1OKIKaf0j8Xf34+gID/y8k4B4OXl\njlarRqNxHnCUCjl2u4DtDBZJR6eN9o5O6jq7X0KbXcBkbkWmsmETuvtWXmLZ3cvBwweHh98FuyDQ\n0taK3SJxui715jZsGivtnXanvlKprEd4S6fT4eLigq+vr1i7Njg4GKPRSHJyMp9++qnYr0+fPkil\nUlxdXUVu/ahRo0hISGD27Nm88cYbANxxxx0MHToU/xATa787Qaulk7REI4NSY5EqJQw8UcK+/FP4\nubkwKqEvQV5u3Gu38Naeb9Ep1dw1eDxKWe9cWvulapmXG7m5uTQ2NlJcXMzs2bNFqmNOTs45+18M\nWmafPn1YtWrVj/Z5/fXXnT5ff/31XH/99Re8D4vFgqenswSH1Wo9J9PwbPTOJ+syoo+PkUeTxqHW\naoiP6oNaoSTcz5tX/ziFo9k5DE3tj0HvYDYsnDuZnXuOEB4WRN9IxwLfnXdOIzoqELsgkJaWiFKl\nIC4+ks8+X0TeiSL6p8ZjNDoW8z74YD6bNu4mOiaU1NQ+yOUSnnzqTjw93WhqMvHgX25Bq5Xi5eXF\nnXddx3eb9zJ16igio4wICPzjwTE8v3w7Hm4a7p/RH3NDMdcaQzl0spymVgvXp/bDU6NEppAyNDiG\nXady0SvVTIzt/6td34uJq6IT2JqXQUt7G0OCo/FUauiwdXBTWhyf7c/EVaNiWkof6k/mc9cNERSV\nNFDb0Mq8e4bj5Sbg6RrKI488wurVqxk9erRYZeqdd95h2bJl6HQ67r33XpRKJQMHDmTx4sXk5eVx\nzTXXiAJ2n332GYcPHyY8PJz4+Hjkcjn33HMPKSkpCILA0KFDUSgUxIR58P6i6zlRUMywQUn4eDoW\n/5+98Wp2HzpCfJ8Ywv28kEgkJHkE8OKYm9FrdUT6/ro5KT+GK42lI5fLWbBgAUuXLmX+/Pk88sgj\nPSjVZ+JKkUeOjY3lyy+/dJKN/uabb5yqsZ0Pv3mDD+DnZqCkpAR1X0fSi0QiwVWl4NC2LVw7qjsU\n4uOpJ+vw9yTFdmuAuLjoaLPUoVAocHFxMGoUChm+vi58910G104ZKfK7IyONbNe0EBzshlzumLZp\ntTLGje9Ha2srGo3kdF87N988kpAQLWlpqVgsjllBuJ+Kf9zTD41GhbnBkZ3ZXFbMnJFJ1DU24aFR\nUFvp8FSHBAYyIMFIVFgE4T6XtuDJ5YrhR3kHsHDSH8gtyEfeaae8yJGIFevjwyNDYnFz0dNQXIDV\naqWhOp85t0XR1tZBoL9NXNAaM2YMHh4e9O/f/4y6wwomTJggSh2D4+UPDQ2luLhYLGgC4O3tTXFx\nsVgCERxUR6vVSltbm5NB0autZB7awvWTu7NK3XUajuz8nsHxseLUPSI0jO3bt+Ma0HuTruDKjOFr\nNBoef/xxPv30U5544gkee+yx8/btzVnOZ2L27Nm8/PLLbNmyBYvFwkMPPYRarWbevHk/ue3vBv88\n+DHa1Ln6XujD0tLS0qNvbW0tzc3NTiN0W1sr+/fvISGhu62jvZ1dOzYREhIiJqRYrVby04+wf/9+\nJk6cKPatKauguLiY5PCYCz6PKwEuUgVHt+9yWvupr65m8+bNJCQkiBXHbDYbhXnpFBUVOU2XLRYL\n+/fvJyYmRqTMCoJAZWVlj5CPIAg0NjZyLpypVAqOAeJcz8z5nqMroaTh2bjCHHwRUqmUW2+9lZCQ\nEObPn3/eBLcrxeAbDAZefPFFCgoKqKmpwcvLi8jIyAuaofxu8IGDBw+K2ihn4lwXUBCEHu3narPb\n7T3a8vPzz/mi2+32cz5s59v/hSA/P/+CYnoXA5crhg84LZCeifO9rOe6XmdSWs/E2ffmXHVp4dz3\n5Vy/eb5jOrv9pzIrewuutPKF9957r9PnoUOHEhAQcN7s/ivF4IPjGYyKiupRMOmn8LvB5+d583Bh\nD8b5PLiuYtlnt539mz8nMaO3i279Wvgxg3shxvl8Xjv09PDPt/3P8eR/7nN4uXGlzUmGDBnSoy0s\nLIywsLBz9O7dBv++++67oH7Lly//0e9/8wbfZrfTb3AqzWYzza1mXLU6BEGgrrWdxBFjqG5qwcfN\nEZetrGmhX8pomtukdNWgMpnacHP1Q6lS0tlpRXG6CHprq43YPv0xmSzo9Q7tHB/vQBISBiORaMQE\nH0GQ4ucXjs1mRyZTYLN1IpfLkUg0DBt2NQqFDqu1FUEQ0Og9SR02FYO7Hq28ldZWMxqdjujUQXhE\nxOJvcKWiqACJRMLIieNpsLZR3WnGYLddMqVMuHwxfJvdTmhyHDYvFzzkak4dz0MQBAIjohjnFYCX\nmwtSczOmlma0Ohdi4ofhHZSEzs0Hc5OjcpVKpWLo0KGoVCrkcrnIbuhKee8aDLpKIdrtdkwmk5jZ\naLFYiI2NdQoLWK1WtFotUqnUST+pxSIlccB4KmtN+Hk5tq9tMZMwfDSNHTb8Tg/UvsYAqjrMtCkc\njKPeyMGHiyOe1pvRmxdt//znP4v/FxQUsH37diZOnIiXlxe1tbVs3Lixh0b+ufCbN/iHSwv4x6ZP\nsAl2ptYNYtbAsZTWNPLAyjU0t1mIzTnFC7dMRuiU8ND8tRzNqUCnPcz7C28mNMCF/6xcy4IF7wKw\naNEjXHf9KLKyTnLzTXNob+9g8OAEXn31Maw2G/fcPZ/s7EK0WjWffvoy3j6urFv3AwteWAHAnDm3\nM3HSQJqb27l1xpO0tloICQlg2RuPI1epeP2TY+w6fAqJBBbOGY+bxk6H3sBzX27BLgjEGX35Q2IE\nUiV8UniQwvoqpOkS/jFhJqlBP57McSXgWPlJntrwEXZBIMTdi5kx/elss7LqWBFHiyuQSOCpKaPR\n2qy048WclzdjtwukJRj5y8w4bJ0mHnroIQoKCtBoNHz88ce4urqyZcsWFixYAMBjjz3GtGnTqK+v\n59Zbb8VkMhEVFcW7776LQqFg7ty57Ny5E6VSyaeffkpcXBybNm3i4YcfBuDRRx/lvvvuo6zawu1z\nvqDF3E7cNyd57W/XIlNJeWbVBjJLKnHZcYzX77qRYB93Pj60g8/T9yCVSHh2/M0MCu2d6y6/Z9r+\nejhzfW/FihU89dRTTtTM5ORkFixYwJQpU370d37TBr/TZuPjw9tFzvrazL3003qSU9VKc5sjRT+n\nrIp9mcexNtk5muNgwJhbO1i3NYPUSCULF3aLFb3yynsYjS6s/Wov7e0OLv2ePcc4cCAdq81GdrYj\nG6e11cLGTbtITg7h9de6ObvLl/+XyChPTpyoprXVsf/i4nKyMvPQGgzsOuzg6wsCrP42hzH92smU\nNIh0uczSKkqNBuRqO4X1jqQjuyCwvSDzkhr8yxXD/6EoRzzX4sZayhrqsLXB0WLHfREE2JSRR5Kk\nhd0nGrGftlD7j5WSP9SLtqZTFBQUAI5iJ1u2bKFfv34ihx7gjTfeIDo6mpycHFHpMi8vj4MHD6JQ\nKNi5cycAHR0dfPDBB9xwww0sXrxY3P7VV18lKSmJnFIlLWaHzEXmiUp27c9G4QaZJY6Sky2Wdr49\nlEFigAufpzuyuu2CwIeHdpAUGIZa0fsYO1daSOfnojcb/DPR0NDQQ3FXrVb/pOga/MYrXsmlUifd\nEr1SjbfBkyDv7pFTIoEAb0+MAd7IpN0PRFSID4GB/kRGBott0TEhBBoDSUjolnRVq5WEhBgJCQlC\nLu8Oq/TtG05gYAD94roF2/r2i8DPz5eYmFCxTSaTERwSiNHfGw+3bknZxBgf/Px86RfYffyuGjV+\nnh74eXiiVXQzTvr2Ym73z0GsT/d5aBVK/DwM+Bo88NB1X5c4ow++vj4k9ulehHd3VWMM8CY4ONhp\nITsuLo7AwEBRIRMcnpTRaKRPnz5im0wmE2O/Z6pNJiUlER4eTmxsrNgWFhZGaGgoEaHd+5dKJYQG\n+xMc4I/0DKMS7u9DgJ8/LmeUngz28ELRSxOv7IJwQX+9Cc3NzWzfvp21a9cCDh2bM/W8zsSVUvEq\nNTWVhQsXkp6eTmlpKUePHmXRokWkpqb+5LYSoZeuFG3ZsuWC1N9+KSqa61mXuZ9qUxM3JQ+jr38I\n9SYzm45kcSD/FNcOiGdQZAgSiZS9R4r5bMNRUuKMXD08Gg9XNYWFZax4dzVqjYqZMyfj7+9JU6OZ\nTd/uJjMjj5tuvprIyAAEAU7klvDFF1tI6d+XtAGxyOSOWP/XX23DbrdzzTUjkEg7kUoV5OaWcOBA\nFuPGDcbdXeEo0qL2ZsvufPx9XIkyqmlprMLV24cKi42yuiYGhBupOl3M2z82gqyaMsJ9A0gJirzi\nSxwCNFtaOVJSQH5FGbFeAZRmHsdmsxHcN54DRWX4u7vhp5ZQX1GOu8Gf4mobZZXNjB4cToepAplM\nRltbG5s3byY5OZmYmBisVitSqZSNGzdis9mYMmUKSqUSQRBIT09n//79TJkyhaioKKRSKcXFxaxa\ntYq+ffsyfvx43NzcqKmp4ZNPPsFkMnHnnXcSGhpKs6mDLXsKOJBewnUTEhiUFIREIuFQYSlr96eT\nHB7EhOS+GFx05FaV8dmRHzDoXJgSl0aA26UTFDx8+DBjx4792dtt2bKFDVXLLqjvJN8H/l/7uNjI\nzs5m8eLFhIeHk5uby/vvv09WVhbr1q1j7ty5Tn23bNnC0aNHL/i3k5KSfrVz7Ojo4LPPPmPv3r3U\n19fj4eHB4MGDuemmm36ygE7vdCUuI/xdDUwMjqO2tpa+/iFIJBI8XfSM7xtBY+Yhhvfp9sCHpYaR\ndehbRvVPwcPVMaUKDw9k2PAoNBoN/v6OmYGbu45Bg2JoaysnIqK74lV0jBFfP4HoaB+6nDitVoYx\nSE1nZycSqWMh0G7vxN9fj0RSjU6HqPRoM1fSXr0Hi9SPFn0oAM011TSUlnIyOxv/9u4qTMXpObRW\nV9Nvev//CWMP4KrW0s/Dn6MbtlJgqBHbC48dIX/fPiRRUSiDHTOuxvoKWipLMZWX09bkeAlsNhty\nuRybzYa3t7eolWO32/Hy8kImk4kvjEQiITQ0lMLCQiIjIxEEAZvNJsoyp6Wl4ebmBjiSsYYMGYLJ\nZBKLX7jqlYxI8aG5fD/DU7vjqgOjgsn+YQtX9RmGp6tjITfGN5BJPlEYDIZLaux/Ka60RduVK1fy\n0EMPifIX4JCp7qpNcDZ+bc/9QqFUKpk5c+Y5i8D/FH7zBh9gz549+Pv797jh5xIjqqqqEg1FF0wm\nUw/6nSAIPaaO+fn51NXV9djeYrH0qKIEjoSssydgLS0t59TRaGpqcmr7X+bhn0sGtqWlpcc96Ojo\n6FFTVhAE6uvre1xXk8nU43oVFBQ4Sdd2oaampgct02w29yhnaLVaqays7LH92c9VQUEBZrP5R9P+\newOuNB5+bW2tWCSkC3K5/LxU2SvF4AOUl5dz8uTJHuUyx4wZ86Pb/W7wz4Ofc/O7dNLPxPk43Ofq\nez5e+LkezPO199LI3GXD+RKpLjT56Vy5DD+2/bmS7/7X8yOsV9gzFhgYyNGjR0lKShLbMjIyCA4O\nPmf/3kzLPBNr1qxh9erVhISE9MgO/93gXwBSU1N7eF3ny8Y8lyE/V99zJd1ERkZecNLPz0kaOtcx\nRUZGnjdT9GLjcnn3AAMHDiQjI+Oc3/3SbOWztw8JCSE9Pb1HvwvNlj7fgHF2ZnZkZCTl5eXnPKbe\nhIvB0jGbzbz55puUlpYCjoSis+vWrly5kiNHjqBSqbj//vvPmyj1U7jtttt4+eWXSU5OpqOjg7fe\neotDhw6JssVn42IMzrW1tSxbtoympiYkEgljx45l0qRJmEwmXn31VWpra/H29ubhhx8W8zW++OIL\nvv/+e6RSKbNnzyYxMfFH97F+/XoWLFjQo1ziheA3b/DtgkCbQoLCx50WSysuaq1j2t/WTsqoq5wS\nr2obzMQmjcTU0X3Z2ts78PAIwG4XaG/vRKVSIJFIaDVb6ds3lebmNlxdHSyMluY24voNBNRixStB\nkOLjE4qraztSqRK7veO0KJeaoUOvRirVIJF0YLPZUOu9SBo8BRe9Bp3OirmlEa1OT2T/gejDYgj0\n9qCiwBGfDIyJQB3mT3l7M25WAyr5lX+rO6ydlLU102f0ELxUOoqzjiMIAsExfRnvbcTb3RWpuQlT\ncxMubgai4kbgG9KGi7s3LY2VyGQyZDIZQ4cORalUiolXcrkco9GIUql0SrySSqUkJyc7JVOZzWZi\nY2OxWq1i346ODvR6PTqdDovFIlLmWjsUxPcfS11DK54eDnZPbYuZ5JFjabB04nV6BmBub0Pu7Y5F\nKf2fT7z6z3/+Q3JyMo8++ig2m02s0NaFw4cPU1lZyb/+9S/y8vJ49913eeGFF/5f+4qOjmbRokXs\n2LGD0aNH4+XlxYsvvtgjJNqFi2Hw5XI5t99+O6GhoVgsFubOnUtCQgLbtm0jISGBqVOn8uWXX/Ll\nl18yc+ZMSktL2b17N0uWLKG+vp758+ezdOnSH51tqFQqAgL+f4KIV74V+IU4cjrxqtNu48aGIfwh\ndQwV9c38ZeUaalrMRGUX8+KMa1Ei4+lXv2Xrnnw06oOsfOlGYsO9WLN6K48++goATz99D3+8bRIn\niyq48cY5mExt9O0bzltvP4NMJuXPf36Zw4dzUCjkfPjRAsLDfdm4cT/PPO1gP8ycOYm77r6WlhZH\n4pXZ3Ia7uwvvv/8cGp2aZZ8e44dDDq993j3DifLTY9F58LcvvgPAaHDjweGJyGR23s36gYqWejgK\nz46/hcGhfc59AS4CLlcM/2jZSZ7d+AkAvno37uozGFsnvL4jnVN1DpGzp6eOxkWwU1qv4oU3HJXI\nBiYaefDWODrbm5k1axb19fVoNBo++eQTdDodH3/8sVj8+emnn2bSpEmUl5dz66230tHRQUJCAsuW\nOe7R/fffT0ZGBlqtls8//5zw8HDWrFnDs88+C8BLL73E9OnTKShp4Y65X2Bu62T4DxXRAV/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JYeUb3T5hhkd3kVoXof/6oUddh9wN+Ld5AXM2tmVrw6wzz8l19+mdtvv53FixdLbTt37uSVV14Z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\n0tqCrq1X1ORwOOjo0GM4R3jV0dGFXu+N0dhbMauz00hnZxftu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5/2/dcb80acKGnbtm3k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\n" } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's run the model\n", "-----------------------\n", "\n", "And let's read the data from memory" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# Wrap the dflow_fm library with the python BMI api (taking into account fortran memory order)\n", "fm = openearthtools.modelapi.bmi.BMIFortran(libname=LIBFMNAME, rundir=rundir)\n", "# Initialize the model with the input file\n", "fm.initialize('bendprof.mdu')" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "nx = fm.get_1d_double('xk')\n", "ny = fm.get_1d_double('yk')\n", "\n", "nelemnode = fm.get_2d_int('netelemnode')\n", "cellcoords = []\n", "for elem in nelemnode:\n", " elemx = nx[elem-1]\n", " elemy = ny[elem-1]\n", " cell = np.c_[elemx, elemy]\n", " cellcoords.append(cell)\n", " \n", "cx, cy = np.array([x.mean(0) for x in cellcoords]).T" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "# Ok let's put this plotting in a function\n", "def fmplot(cellcoords, variable, ax, **kwargs):\n", " # I have to recreate the grid for each plot, or do I?\n", " cells = matplotlib.collections.PolyCollection(cellcoords, **kwargs)\n", "\n", " cells.set_array(variable)\n", " ax.add_collection(cells)\n", " # Scale the axis to meet the data\n", " ax.autoscale()\n", " # add a colorbar\n", " cb = plt.colorbar(cells, ax=ax) \n", " # set the labels\n", " cb.set_label('water level [m]')\n", " ax.set_xlabel(\"x[m]\")\n", " ax.set_ylabel(\"y[m]\")\n", " title = \"Time:{}\".format(fm.get_current_time())\n", " ax.set_title(title)\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "# Now we can get information from the model\n", "print(\"\"\"Current time: {}\n", "Reference time: {}\"\"\".format(fm.get_current_time(), fm.get_string_attribute(\"refdat\")))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Current time: 0.0\n", "Reference time: 19920831\n" ] } ], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "# Get the cell locations (without boundary)\n", "xzw = fm.get_1d_double('xzw')\n", "yzw = fm.get_1d_double('yzw')\n", "\n", "\n", "\n", "# Make a plot of the first 3 timesteps\n", "fig, axes = plt.subplots(1, 4, figsize=(20,4), sharex=True, sharey=True)\n", "# Loop over axes\n", "dt = 20.0\n", "\n", " \n", "for ax in axes.flat:\n", " # Read the variable s1 \n", " # make a copy because it will be updated by the model, the variable is a pointer directly into fortran memory\n", " for i in range(10):\n", " fm.set_1d_double_at_index('s1', i, 20)\n", " s1 = fm.get_1d_double('s1').copy()\n", " fmplot(cellcoords, variable=s1, ax=ax, clim=(0,7), cmap='Blues')\n", " ux = fm.get_1d_double('ucx').copy()\n", " uy = fm.get_1d_double('ucy').copy()\n", " qv = ax.quiver(cx,cy, ux,uy, np.sqrt(ux**2+uy**2), clim=(0,7), units='xy')\n", " cb = plt.colorbar(qv, ax=ax)\n", " cb.set_label('velocity')\n", " # Update the model\n", " fm.update(dt)\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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PA9Sox+6XiGElskjIA33BOJ3+GBubA7zX4ic+QBgddkWpc+jZd9LSBSpVinhI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XI3QtuHKOwOWBTbMkjm+aaq1BpFYusAE3vb/W3ilw0w+VwbIHAV2HUuygTjTPDbcdxspKe4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\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w7IYeyh6dG4tD/NbJwwRGxrB8OuMbY1yTlXQeHsMoOdA7VQxxrTmgvOj7C36Wh53MNMNl\nHzEjr4CvbOt0RFUHzEzqasScijdnWLrCya4jgAvEybuNMAHiSpamJmFKMNAaCXipvUhgOBBUvPLJ\n1CjtS+t3jV+W5sF65gW7mHkOSNhDGPlH2Nw1Wt2W9lv8+ZZe3rEigwRWbMnT3FZ5CAyvzcrX9iEM\nSUiW+A/GceIjfQhgcFkCEHSd7sWfd4ZyDmfCLPcMYrg405cPsjTksAjAloKwx3nLBrwlWuOj6Fr9\neoT1jjkVCJZYs75b+axHRBl2GWFSF2hXCHopNLsyDeSlpEnkFeoM+wNkXSxqimdZvqr/pfd7tdRg\n0aKWkDmM7G6uTZ2v2i1hj82/X9vPA2vG0ID0iiKRROUhSHaM0Ln2InrApuvwef6k9xLh7hEEMNrZ\nREBKus4MEM44TNk/GODawCBBl3PqQj7EMr/Dv+N5P2U0PDiDTnnLIOrJ19VxUu84L5oGm64/q/yG\nIYJKh/CypNUk2Gr5SpwRQl6RVyMBPxmvM5vW6yuzbtPFueGcarBoUUtQRi/spTX4HPpE79SnS/7t\nukE+sXUUTUia28q0raqwJdpUZNWOC3gjJdJ9g3wpe47YhT6ElIytbsJvS5YfHyY85LDoyLBJ0psj\n6XUGosaKJkl/FmPC5hks6gxZPoJayXVu4DdKePT6TTG8GjGn1m27gOl1DJ9BQqpddLkdaFyRK0Kr\nYY/giv24Eb+fjNeZnSY02Lj1PIYxB0YjFhKL5iGPFpVz6qUkXN5FUfOvaVkk7BL6hFNFz1vE/7mH\nG8dUSNnAGyKXSBjqNOoNTX00eZ1tEaPAluglpU4yNEprZJT5LKFBqk39DavkJYI4MzeG201G0y6v\nfLXjLNVtV4BarREma5AqAFsIPJYDYY9pk0yNTe/H1FsLaMpoQzOrlxrpEEAzBUyXw6n5VB/vKoxh\nFtU35c2xQTo96kj76kg/ab8zeiUlXJ86rziiNE1yzRLVsTMf1Vozy2CJ7KcJ57cPd5iMJV3LGZET\nTm8XS3SJtGpvhloWml2ZhuXeT42kEGgup7zQoGPJ8JR6s6IGixp6EQnBizotPCULb76kBC6Nnhvi\n7fksgbz6wNzQkmFNYEjZ1/rQAB0+pz0mPSVu8VxQ2Bf2FFgX62G+K9Wm2h1pRmjFaf+ZFoPBZV6V\nHJpUUVPb+QOmdCWnDOxNta+kEOg1a/gaLJq+GiyaHQkB+otcVl1K/IUipus5jxwd4s6BPN6i+qyv\niJTYEetT9hUxi1zX0lstW8C/CJ7GK5zvakKyOXluRn7LbCrdrvbREozSjjNoX/Jr9FzjQ4lMMx2H\nnEDFkZBIObWPVmsf1bKovbPBoumqsayvoWlJfxF4+g210xgySlMMPq9R37yVVyPm1OXUyYBSDveW\niFxyxWcxJGL9MLg85WZyTJmarofyeFuHlfXMnsQYnmbX9PW2HLSry2/WXrqAaanXdU6MDkLl7Ted\nv1nUZMfkSn8NzU15takGRaCGRUJA0DP1DWvUcXQQ6h9z6nJaSr/yig4MlIl0u1gkQF47CgGXQzs1\nht7kjLBqvmKFRa54d57EOEbMxZ54EZaPK0bYiv5ewoWaeFZzpe00WNRQnWVeZhZmsIZFrZ7ilHsY\nNEp1X5JQ7zgvl1OaEWWGWGCgTNOZgsIn2ZGDpMMMT3oMo8W1LEZIfB1D6CFn4NNMjuFxx3kxbbR1\nQ4p91TY0RHJUdZbNmbbTYFFDdZZPn8qigFFW7lnCtPDUxE/ShMRn1HeqzGywKEaWMC6G5GwSJwrK\nrHLZnoe0U0dvyuJpG8XtjTITYxiumHhmYgxPTYw8Vo1C1LE3k2OjtA2rq1nmTNtZQCyaM9f0ZUhI\nOZ9X819Zu3btwoy0cuq84yTZvmk5wnSmNesCLGkz7vKwC2nTO+6AqCVoMJwpMZ53nsaOuI/BnFNO\nhQwyJUnJdi5pk19X6jT7dfqzzn4NAWGvzkDWqZMIGiyJqUGM57qO9uUolJ3fHfZqjBac3xQydSxp\nkynZlAWYUhD16owULJ6KX2DLYDsxr85wweJE7CSRYph0NkHEqzNQLLK3/QluOH8jEa/OKlW0ogAA\nIABJREFUWMHiUPJpuoaX01SOEDIFfYUSh5t62DzYRtjUGSs6x/Z7NAwB4yXn/FoCBm2RmnXVr1IH\nDhzg9ttvv2K9Xbt28bo7r1wP4J9/uGta+5xp7dq1i2UbbpxW3dPPPDYr5zjftGvXLjzhNKcvOOvw\nN17bgS8UwoUMDE0yWnBYZGrQM+680L26wAD6XNvaYqbCkOagQdmGbMnZT9yvM+TiV4tfZ6Rgq7zy\nzX8WnRzMM+a6fpEaFnl0QcgjGMhbFAT4pCBiaowVbfY1X2D7QDtBU8e2bY4EziGkYOlYO1FTZ6RY\n5tElj3Lz2Zur/Hqu+Tlacs0kc0miXp3BfJn9LefY0b+EiFdXj60Jgl6Nkbxzfk0+nc4ZvsYNFjX0\nUtq1axe+aBsvnHOWli7raCbVlqjGeoHKEvwRl10U0OHiaKEanBggETC4NOI4UTrjXgZyTgWfDmG/\nhxEXe5p8OsOuNhrzahQsSc5lQ0RMwZDLdgp7dVY2qwGK57rODhcU5ka9mnIdNAERn85QzqIoJKYU\njo0T62H9cBKvrhHyCE7bI5wPd7NuYBWhCV7taX+MHRd2EjYNpJS84L1AQS+wbKSL6AR7DjSfZevA\nEqI+feqxveq2qE9nadPMXuMGixp6Ke3atYtoYglHXnBmazdF/ay9ZinFGhaNujaETUHPaFFhRsyr\n0T3qDDh1NnkZzFsK0zpiXoUrTX6NgaxqbwVM9R0d9goGXXaR1xCsafbhMebP/I5aFoVNjULZwtVV\nIurTGM7bFITEKwWxCRvnaKSfpZkoQdtDxKvTV8xzIHmE67s3EZ7g1f7W/azvXUeYACGP4Iw9xJnY\nGTb0biRkaowXbfY1n2PbQAch00BKm6yrTxbx6oy57m/Up7O0DrbndHi00FgE849HxpWrzH89f7qX\n+//L31fLv/jWB7ngmjQWNMC2LfZdckbIb+sM8D9+5Sy9u31FhOMXx9h3xhlx+q93ruILe5wp5++6\nLsGeiznF+fSWDU38zTOOZ/jurc1875mhamc06NG4ZWmQHzznTGW8+7qWGe8Q7t69u25e+UOHDvHz\n0QRH+x3P+geuT/L5x51rc/vyCOdHizzvqvPAjWk++1g3CI1HZDfv2NLC/3yqH+kzkIUyPr2He7Yl\n+cKePvRQG3vHu7l3e5Kv7+9DD8b4ZSZLR7TMDZ0hvv/sIFLTeMTu4f07U3zpCefYOzqCSAT7Lzhe\n/P94qxoU8KprBgZgDh48yLe+9S1s2+a2227jt3/7t5XPR0dH+fznP8/w8DC2bfObv/mb3HLLLdM/\nwAx52+t+nvNIPQNj3Punf1ctf+e//SEkTQqW85JeGtb56Uln9PuOFSG+4GpLnVGTFVEPf3vAmYb+\nyTuW899reFWSgiN9Tnu7Z1uCbz/tOMb+1doYj5zJ0Ofi1e+vi/Htg44j/3fXN9XFOVUvHu3du5fz\nwZX8+LizpO/e7Qm+ste5VivjXlbEvfzkuDO9/f4bUnz+8R6kpvO43cNtyyNcGC1wdHRiWV+5mw/d\n1MrnH+9FP9zJwdEe3r65me8eHECE/VjjNl69l3u2JfjCnl6k7mGP1cN7tif4+v6+6nE6IiY7l4T4\nX4edd8KHbkrP+HV4WZqhweC6tvMGi2ZcmVxRYdH9f3Azt/z6rzHkchotj+h8/zmnLd2xIsRXn+hh\nOOc8NPduT/IXv3CWu3z6zpV84XGno9kZNblxWZR/PuXYTvdc18L3nnXawLZWP5mSzXP9jpPrLeti\n/JWLRTd2BuvinKoXi3bv3o2+dBN/dcBxAL5zSwsPPunwIOrTefO6uMKI+3Yk+creXqSQ/FL2siLu\nZU2Lj386lkH4/OzK93D/DSk++1g3erCNJzK93LY8wqWxEkeHJEI3sAsVXn3u8R7QTHbbPbxtUzN/\n+8xA1bHoNQTv2ZbgC084bHzf9SmWNs34pZi+GiyamXOcZ7JsW2HRTVu6+M8f/QPOjzuek1Uxgx88\n77yzr2/18dDxIY4PODbOvdcl+NMfn66WP/7ry/i7w4MMu5wyH7q5nb93Me3dW+J89xnHLkoFDTak\n/Ow65dhg79jYxDdd7XhpzGTNjfOLReGVW5X+6h1rojx5IcPFMWeQ84Eb00q/7a6tCf7qQB9SSIQc\nJOrT+d31cb6+fxDhj/NErod7dyT56t5e9FALj42PsiJemOBVDj0U5aHxHu7fmeLze3qQmsHjdi+3\nLo/QM17kOZd9+sEb03zedX5v39xcF+fUtNVg0cyc4yvUrDunvvOd73DgwAEMwyCVSvG+972PQKAS\nnO2HP/whDz30EJqmcdddd7Fp0yYATp48yRe/+EVKpRJbtmzhrrvums2f0NCrVU18KZmfOqPJGldf\nBFZm6otBzKfsYq9yrbJt23zzm9/k4x//OPF4nI9+9KNs27aNjo6Oap2f/vSndHV18da3vpXR0VE+\n+MEP8prXvAZd119iz45mYp3y1TjPhhqaKdUyRBY8U+pYo2pmG2tsaqp7Yc2fEdWZiJtQ73beYFFD\ni01iStxNgcyrPKq1g2RZR5ZrntVFZBdBg0UNNTTTmsoikDm1n2aN19pBYkq/TcynTIcNFs3IOb5S\nzfqTsmnTJj7zmc/w6U9/mtbWVn74wx8CcP78eR577DH+8i//ko997GN84xvfYHIF4te//nXe+973\n8rnPfY7u7m4OHjw4rWPJK2WAW8CarZhTDb2IXmUmiBMnTpBOp0kmkxiGwU033cT+/fuVOrFYjFyu\nMhswl8sRDodfFkxmIkXp1TjP+SgpZ31cYFY1GzGnGnoRzUBWmnq38waL6qcGi65+nJeGXkQNFs3I\nOc5XSTnrXdJZVYNFc0gLiEUvxaO5yqJZJ8HGjRvRtMpprFq1isHByvTKffv2cdNNN2EYBslkknQ6\nzfHjxxkaGiKfz7Ny5UoAbr75Zvbt2zetY1mjjQba0MLQ4OAgLS0t1XI8Hq+2nUndfvvtnDt3jnvv\nvZcPf/jDvPOd73x5BxHT/Jvt85yHssZuV+JMNdTQfFbd23mDRXWTNf4abHvqDMGGGpqParBo/srO\nbsQuz+a60oYamjnNGRa9BI/mKotm3Tnl1kMPPcSWLVsAGBoaorm5ufpZc3Mzg4ODDA0NEY/Hq9sv\ndyFrlc/lkBJso52S91Ysu7L+OF8W/OK0nzMjlZFDKeHoY8Hq96QNJ/Z3YLtSiY+1ximEnOmLUpMU\nlqkh+8dCOjlf5dJa5cpng82VY9gT2ePGooLShD1oTaTS7I9WpkBmMk7mp927d7N79+5XXZ7cNlP7\nc5f/9//+3wDksh4unI0p12JACyrlsgm5aM1jl8wpRT2URwtUYk9M3iszUVkjXp64fp74GGIiY5Y9\nmYo0UdmPVa64sweDAeXzbM5D/4B6PjN9PeaSfvjDH7Js2TK++tWv8qlPfYpvfvObVe/3dHS1UpS+\n2vOcTxofq8QxkIZJ2fObWBPPsy3hJ8+GOD/kzGI4sc9ZPiYlHH6ig3LZaTvZUIDxaNipA4x36a7v\nSIqmYDRa2Wd5ol0MNFfAY09ECc35BdngBK8mzqfPXzl2wZVhbibbSi2XZmr/3/72twHI5w3OnWrC\nne5jSARw5yCUwHiiZvQnoT53wiyjT2TiK1uV6zfJImvi+unBPJp/gleT2UEn9lOe4P+w34/lSplS\nKmn09oWUYy1kFsGra+cNFs28hieyJElDUva+GelqHA8fDXD0orNs48xBX7UtWZbgxLFlWK6lq/lm\nH+Od6vM8tkyrrti3LAtbQH9ThT1VFrVo1XxPti2xDMl4zFbqDE7wynJl3p0PLPryl78MVNr6mZNN\nlEvO9RoXXgqo7BlPqmXZkkdOZAyzJy6+kRhVrk2VRRN2kvCUMWKV2JqTvKraRRN1sqZJ3uO8Z8pl\njd6+MO6M7g0WvbgaLJp59fdNxHPSBCX9zdiuGVRPnPBx8IwTe+jcs17KRef6njjcTna88rkEikGT\n4aVOHxGgsFRieyptaJIjvXGVK0NRnckVsZZlIZGMNFe+U2VRk0ntmOJ8YpG04czJOPm80/7zGIwL\nNbZTrV0kI0Wkd8JWnbB7jGSFRZP9LU/LKIjKZ5OrnJx+Ww2LJq55UdcZ8znHtixBT28Yy9XnbrDo\nxTVdFr1aHs0Gi67KfO4/+7M/Y3h4eMr2t7zlLWzbtg2AH/zgBxiGUZfphz6/HyHAiDyKra3lXJ8P\nTwp8hkQAn90X5WM39CMEioE2cDGK7rFAwAv+AL9c04J89jze8RwIyOgWmR1l/IfUy3hmqY91hysG\ngm7olDyC4bhOfKCMNjEVrrdDZ/nhMnhA1zQsTdAf89EykicYdDqltdfjlZYnG+dM7c9dPnToEC+M\nTnQIzzTRvqRyryXQp4WJ2Y6zzTIFubiOf8SVGTGdRfY6Dj8jksMuGlD0oWuV6+VtHabYF8WYuH5m\nYrQab2Fy5h2tWejzoxuV+9EXDhPPZNG0igE8MBCkry9MS7MTGH2mr8fVUjwep7/fCdA4MDCgOG0B\njh07xp133glQnbZ58eJFVqxYMa1jzET60atxnvNJoXClA6eH9mJrmzjbF6KrtTLtNui1+dt9UdZN\nvNB1j2MGDVwKI5BIGwqaxt9EWxmP95I4WwmCbiMZ3urBf87pwAkhOLMywLJjlfZnGEalg9jioXmg\nhKZX2s2lDpPO05UMN5NTdXuDIRK5LF6vYzjUgx0zXTZNk/MAEk4cTdDZ5QRd7tUiRCzXC1XAWEon\n1OcaXJhgyKQ0XwkjlsUaDmDoFa5MskifuH5GLIOdN2HE50x1ntiPYVTK/eEQoYIT/HNk1M/zz6dJ\nJk7U7XpcTdW7nTdYNPOKxSozFIzAQSxNcHYwWf0s4rf50dNhtrZWgpibfrt6D06dTmFMpFQfS/r5\nZnuQ/MVxokcrba0kJIPrdbyDNpPZ2HVd59TSAOmeihPXMAwk0J/Uae6v2AKaJuhbUqbpol6tAzCQ\nMIkPlJRlBHOBNdMtG7rN88+mWeJi0ZAIEKIAOM7/sbRBqNfFolQOBisOQk0IQOJJj1Lui1SvTZVF\nmg7Y6L4SnliG8nCwyquqXTRhS40GfPiLJSbTdJXLGk8dXMIbXne4btfjaqrBovmnlkRl5obmfx5D\n9zCYWVL9LOy3+ccnw+zoqAzsCQ0MswKWi5eClEs6Qkhyfg+fjscZWZqn+WglsLaNZPgaG0ZAK1Vu\nnK7r9DR7kDhlgEtpk9jzueq2oTToE4n/Jttbf8JHfMjJBghzizVXKgsNTj6foLXDCQifFSY5YRKS\nLha11thFsSKMmFCgajd60iOUeyPV/pY3NUxpsGLfigleOf22GhbpOmBRMAzGfH7C+cLE9yRPPrmU\nN7y+waLFzqKrMnPq4x//OJ/5zGem/E06pn75y1/y1FNPcf/991e/E4/HGRhwMrUMDAzQ3Nw8ZabU\n5S7ki0mzLmDkfs6ylBPp7NZlOT5z+wA+owK7a3/NcVzE20bp2nQJy6vxfCDIyt4BIhcrx9au0/g/\nHQME9xvoWecJObDcR3ywpPgpT6/wkrroHDPvB72szrQ7nwwSyF9hAeur0NWIORVrytG1ynnIBXBR\nb2JcvIKsFlda8iRQZkVc7uuDwRAZ0xn9TSbG6egYevEvXVWVpvl3ea1YsYLu7m56e3spl8s89thj\n1fY0qba2Np555hkAhoeHuXjxIqlUatpnOAOz16/Kec5HaXYPRvFndKUdZ8lrVmX5N28YIDhheHVt\ndj6Lp8dZe/0FDNPmSKyZtnKBlvPdCMD2Cv58ZQb/RQtfn+P0PZzyYJQkHleq5bPLfCR7HeMqZwpK\nHoHHldK3JxBi3KxvlpR6x5zy+cus23xJ+axPCzOgObM7pKDaeX5RaRKuEMRTaBJ5haDDQ8EgOReL\n4k1Zli3rf4lvXE29OhZB/dt5g0X1k5DDGIWHWNriZG3bsjTPh944QEu40kFpXVNhhpSwYnk3y5af\nR/phuCPEttEisaNDCECa8Mnlo3iHbYIXncZ1KKyTCegEXSncu9t0mgacclmTFH0Sb941O9SvodV5\n/XO947wIDbbsOKd0JIa0IIM1s8qnSKAmixFySvKYKdKuXGcoFCTjmq3g85VZe83FGenovHo1WDQT\n5zhfJciiW3tpCZ2ublvbXuTf/dYAbbEKKzrWOk6U1nSGazafxRsq0t0WY2cuR8tzPRVm+OBrGwYx\nR8B7yrkj5z2C0+1+UgOOHTQW1BC2c9+KmmS0WRJxLcrJezUsXVyxa/JqdDViTq3fegHTdLg7qAUV\nu+iyqviaXl4dMT27yD1zStNgw4bzGMZciHmxcFj0UndhrrJo1iNhHjx4kH/8x3/kT/7kTzBdxvu2\nbdv47Gc/yx133MHg4CDd3d2sXLkSIQR+v5/jx4+zcuVKHn30Ud74xje+qnMQAgKeqY1B0yrbPCWL\n2wf6OD40xiUAH4gQvOFSE98rO/SygbMJD9edyCr7Odvlpe2cA8IT6z1E+22lTm+Tn/beDPNZQkAq\nPaZsW17uIyJzQGUK7WibQaZFJ35qolFP9g7dvcTpGGG1dWp6mZN2nbdcrh7b6y2TaBlnbujVOSJ1\nXedd73oXn/zkJ6vpPzs6Ovj5z38OwOtf/3ruvPNOvvzlL/PhD38Y27Z529veRih0hZeQSzNhrF6N\n81xo8lwmzuAkiwSwZbCPFVEPfzvRaSutNPmNXi8/7x5VvnMkbdK5b0TZdnJFgG1PONvOJw1yQdX5\nUtI1mrPzm0UAyVaVRR32IC32OFB5z4y2GYynDDg8yWZZ8+/0HE8IWZMRa+p+JALDspk0EzRN0tE+\ndTbx7OjVD4rUu503WDQ7Mmr8skI498Io2nQe6GPT9iQ/n/jc6vTwlksBfnRenfJ/KGLQekRlyvFr\nPWza73Q0DyzLoY2oN/pip4+SOSe8Jq9KibRqd7TawwTt4qRpQrZJY2C5h/Qh53pg2BVn06Q0rthB\nFC9mF7nsIyElnrLa5ufOoF2DRTNxjgtRl7OLJu+FJqHrhT5ujiV4aHLUernOG86E2XtpjKKr4Tzn\n0wjVTCA42+FVmtoz8RJ5UJZDjUZMxsKeGViwObtKpGpZNEJWOH3vsinoW+MlecQ1Q0y3X9rDAVP7\nZJqs4dVUu0iTErOshsVp2EUNFsEccE49+OCDlMtlPvGJTwCwevVq7r77bjo6Orjhhht44IEH0HWd\nd7/73RNTBeHuu+/mi1/8IsVika1bt7J58+are9J5sH5pE79TDSKa1+BfHBgnk1cdT2sPZQlmnG3R\nAZu2k2qDXNI9TnKofms4d+/eXTev/KFDh4DEZT9bavUrTAv1Wgj3T9ck2oYhrOecWFVmahQr68Ue\nrcTT0UM5/O1DjD3jTPU1E6OUhoKQm1gC2ZZBtGaQh5w4ZRvOn8ew1XsxN0YHYSbylG7ZsqUao21S\nr3/966v/H4lE+MhHPvIqjjAzF6v+57m45T1cYEuXh392bZPA647luDSivmCvOTJOZMxpgN6iZO1B\n1Zkez+XwWvWbxQn149HevXshuPKyny21BpQnOjBoEepVf6e4Zhh5MlIte1KjCNOieL6yBErzFvG2\nDTJ+uKNax0yMIjSJnZl4WTcXEF2jyEPOjN41ly7hL5XA7xiBC4lFUO923mDRfJDxQok1Gz38U832\n3+gtcmBQfc5WPl8iOuJ0VPwljcBx1RsWHivT3Dczz+eLqV4s2r17N/rSTZf9rMUen1xUBIB/yKbp\njNphJp2DHj8UKsuMPekRjITL4S4k/s5BsieTQIVZZmoEPVAgd3YiwK3HRqwfRB52gky3DwwRyhfA\ncI7WYNHLUYNF80JHLJYvMdlXc7+uzduMnFAd5fHhMuke59nTJCx/Rv2eL2+x9nB9HSf1ZFF45dbL\nfhaURQLScUQZRUn8ZBHdbRq15sAj4UyFRXpTBrN9mNwh1Q7ytIyB7XPKzaojTKwZRp5y4qQmxtQB\nVWiw6OVp4bJo1p1Tn/vc5170sze96U286U1vmrJ9+fLlfOYzn5n2MVYvTfDgn761Wo6G/TSZzk/X\nBRQtnUTAtU3afOg1bdVy3K+zrTXIb22oOGHK5TLxgMEf3Ziu1kkEDZaHTMouf0jUq/FRPVL13YRN\njX8fjiI2T4ygCwiaGh8PeoAQ5XKZ5sCs35aXJU3T+I3VUW5d7nTqwl6d9+9MucoaWy0/t5clRQHe\nhCBoaty/o41nhiUbtrUT9+u8/4Y0Z6J5AqUALZFmmgMG921cwoHQRX5vZysxX2W/h5susWxVB01W\nmLBX4z3hZRzX/KzdmSLq1Xnf9c6xgx4NXRNsb69Mo7fK5Sum+q2/5n5gy9m/RgtPqXhYYdGKzhZ8\nYbNmiarkjlXOC9wrJPff4DzPXl2gC1idqBgK5XKZsFfjQ69prdaJ+w3KEvIJZ+lIzKfzH1JhmNhV\nk0/nfr+OFXPqRLwaH9wcq+63JVTf5X310KbWAF1NznlHfSoPfIYgaMCKZj85TeLfKQibOu/fmeZg\npsTm9R2ETQ3L9nPcn8ISFm1mCwFTcN+WDp6InOT3trcR9+u8d2eKYy0DNEcTJNIJYn6d965awtNl\nwZadaWLKsaOYmiDs03jvjkp8H6tcJuCZ7bwkDRYtRgX8psKijtYYyZgH1ypgpG3zr66NVstBHd53\nQxrLZeM0+TT+5I3LgEoCgLBX51+77CJTF4S9Bps2OwNHAUPwkaYITPhMol6NTZaf4nrn4EFD42Ot\nEURrJYBu1D//Mgq2h03eu92J5dXk13m/i0W6VuHTB3amKAiJd6eo2jhHgDVLEwR0nbAHklYnZ0Ow\nalszYVPn/p2tPOk/xZs3LCVqGljS5pQ3TUEvsOSGNAFT8P6tbRwattm4vZW4X+de17loAmJ+g/dN\nsKhsWTT765se/MpqsGgxShNaTR/NRyqgE/c5z6MlJb+92tXH8EB8QzMFF7BCHsGf/n9dQIVFHXGT\ne3aksF1Lg9Neg1UbHWdtwND4SDoME8gydTARZNY4dlHQo/Hha5wBdF3aV17mNscU8+nVtg4Q8ems\njHspuCYLBE2N97tYFPdXWHQyYJBKhInETaJ+nXuuWcpB3wibtrXQEjB4/84UhyLnWH1NB1EZIGRC\nS7qNc7ECa3emiHgr9tWhTJmN6yr2lS393Ory/wQ8ql2UDM+27dlg0WxqfnlBXqGOnenj/v/y99Xy\nzx78I/aNOdOnm3wafiH4xWnHy/vWdVE+8+jFavn2FRFeuJRh7xnH0/uJ31rBXzxyoVp+7840j53P\n0pd1XM7v3NrC955xpkzfs7WZ7z4zVE0jHzA0blkW5B+ed5bavHNzM52OPTgjqmfMqfXr1/MXj17k\naL8T8Pf+nSm+9ERPtXzb8gjnR4o876rzwE1pvrinB4TOI7KHd2xu4X8e7Ed6DWTRwqcPcPe2BF/e\n048e7OCJTA/v2Z7ga/v60INN/DKToSNa4obOEN9/dhCExkOyh/fvTFX2O6HrO4LYEvZdcEZL/tNt\n7XW7HtNTfUeDZ0JzZwRj4ahncIx3/cfvVct//V//kG6/JOsysLalfXz/iDNC94cbmvjL3U78pCVR\nkzVNJn9zwIkR88k7lvNff+mw6HUro5SF4Jke5wX7/utTfOugE8fvd66N8XgNr35vXYzvunj1O9fG\nWBKbeSOhnjGnfnB4kB8fd3h67/YEX9nrXKuVcS8r4l5+ctxh+f03TDBDePiV7OG25REujhZ5fkQC\nGrI0wAM3pfnSnl70w0t4cqyHt29u5rsHBxChAFbGwqv3cs+2BF/e0wuah8dsh1eT6oiaDq8m9GGX\nU3F21GDRYlQ2V1RYdP9bb2bNa3bQnXF4cFObn79+2nlWf39djK881s1Qzqlz344kn951rlr+9J0r\n+dTDDos6oya3rIjxkxNOe3v/9Um+fcjhzLZWP3lLcnTAsct+f22Mb7uOfUNHgOXxVxC/8gqqZ5yX\nx8+O8eABJ7bcO7e08K2nnHLMp/OmtTG++aSz7d7tSb66rxcpJL+UfayIe1kV9/Hj4+MIb4hfFAaq\nvNICHezJ9jm8GgJ0D7LY47KvDB6VFV5956n+asZSnyG4Z3uSz7tspQ/sTLHU6bfPghosWoyypa2w\n6KYtXfzrP/pdjrjiQt3SGeDBgw4PXrs0yJ7TIxxz9Sneuz3Jn/3kdLX8sTcs5TtP9Sm8+shtnXz3\nkLOf+3cmFc6kggYbUn52nXL6g3+4qYkHn3JspyVRkzVJJ3HVTKmeLHq6O8uXXHbQHWuiPHkhw8Ux\np809cGNa6be9c2uCv3qyDykkQg4R9en87vo4X9/fj/Al2JMf4L4dSb6ytxc9mODRzCgr4gXWtPj4\np2NZ9GCMhzI9LvuqwqJbl0foHivyXN9l+oMTeseWFpY2zaaDqsGi2dSicE5NShp+RHnue0MXnWri\nS8nC1BHSycx8L1a+3H7mtuq7bGomNBPpkBu6vKQ3iiiMXLliQ1dXtSwqTX1FWmOqUWqN+6fUuVIQ\n9bmlBosWs6QRQJSzV67Y0FWVuIw9U2sb2Vm18yYtHaya2U8Nu2hG1WBR/SSNADRYNOd0WRblVRZN\n7ZOJqdsaLJpRLWQWzScL+lWrvPSO2T6FWdPu3bvrtu9KzKmGXp5efSaIumsm0tI0dFmVVv5LpJjt\nJRSzp3rxaO/evXXZ78JWg0WLWeUlt1c6hYtU9WJRPW2uhasGixazrORWZKjjyhUXqBosmktaQCya\nhzxaNDOnpO7Djq5C6o4nV8qFPS2uobms+eCVb6gekgikN4r0zer6iYYamlCDRYtZMtiODKSvXNH9\nnYbt1FBd1GDRYpYMppHlPDBwxboNNVRfNVg0m1o0M6eElUc7+CzW4M1MZtEtFwV//5ctjA07l2G0\n24l5ICWc+lkrcmKRvg2M+6PkTfcoo4SVrpSbgB0pIIPqNlJqql6jaRBhFtQ6yfot86lnzKmNGzcC\nkM8bnD0bVz7r9YSVctkLObUKWk3Kdz2cRQ/mlW3e1kGlbLaMIIyaTFutamaIvogjMETpAAAgAElE\nQVSa6jKbNenpizA3NPe98pNpw6/019DLk0CiHTqEfXYD9kQwSinhoe9GKOTERFmSq8m0d+xH7VhF\nUa1f8PgY86vB6UrL1Sid0rSwWmo4k1IzzohAFhFW204hVd+p9fWMOQUVFp16oVkJNN9vhHDn7pTA\neKv6ANeySPOW8MTVbbUsMsIZ9KC6XFyrYdFgOEjZFb2yVNa41DvDgQVfsRosWszSjj2BfWwNVtmx\ng/b/2OewyJaMXHCi5paLGkf+YTWlbGVsUwIFn4+RZvXFXuqykcJpgFJISumadpLsxx1ZWBhFzHiP\nWidV345qPeO8AJRKGqdONlN2Xd9R3UdeqGPDtSwilamkZ3fJ2zpUU1ZZpJlTeVVrF437vOS8zpKc\nUlnjUk+MmsTGs6QGixaztDN7sZ7tolxyns9nHvaQHXUu6NB5NdP5Cz9rZ7ynsrReSijpHoYiSaWO\n3WkjvWpbslvVTHEyPoZU+hQSI6myqNJHq18k9HqzSEo4dbKZfN5hT14YjOrq8rux1hrXQCwPPtUe\nNVtVO9KbGgJNhUgtn2pZVDR0RgJOWATLEly4FFNYOXtaOCyajzyaC0/AVZPH/keM6M8wJtqlxyv5\nV3/cTzjmNKhI2lnDX87rtO7oR0xcpcc8SxgJJ/AVnY6b2FiAIfUy2stGIOtaj6vZiJjaKM10N7Lo\npBVHSIirdeab8jkPF86rs0GGjKCCctsDxWhNhzChGqxGKI/mV5173oTquDPj4whdBaGo2c9QKKiW\nRwJc7I4xN1Se5t/sSUzzv4ZevjzlhzESD6FNrOwTAm79g1G8fjlRFvijjgFRyuqkNg6hm5XP91ox\nLsWXEMo5BlY5LafMhS13ZRCZmo0taufFaO1FFkxlWzmuOofnmwSS0ydalJfykBHArnnl5VtqWaQ6\n5YRZwoioXKllkSecQ/epvKrdz1AogHuca3TMzwtnVAN69tRg0WKWUXgKI/1jdMN5n257Y95hkSaI\ntjtLkIs5gxW3ncbwV56J79BCf3sbkUHHcVJOVjqD7lglpc4MIq+2P9E8hLtd+NNnsQtqR0mLT003\nPp9kGDbHjyXRXfbKuOYlp6kxW3I1LBLNuUpO+6okZkK9FrUs0rwlPJEahtXYRVm/l4LhvBNsW+Pw\n8x1zpAPTYNFill48i5n8PobH6fRveG2JQMRpB00dDovKRUHrdf0Ek5Vn/JFskJNLNhAZdxzaVthG\npiSi4NwT2ZQDo2YgLzUEZWffemwYUeNsES1jzOf5KkLA6VPNCJfTu6hNdU5la1kUKYJXbXeeGhaZ\nzWM1znQ5hU+1LCoaBuM+p8+taZJnjnROccrPjhYOi+YjjxaVc+rlyuO38MUqkBy0PETtPOm+UxOf\nSp5uGUBmNBhwXvSWr4Qo6GoAueQIss89Sj7Z8Fx1QjkYn/lMNJO6GjGnorEcXcv7lM8umjEGDZeT\nSDIzbBfyJYPrSWAgHFLAl2gZo71m5HH2lJvm3+xpoXrk56M8AYtoZ6XTUUJw0gqQHL6AmGDJJV+R\ncpfEOOZ8RyKRfgst54ptFcpP5YxZApejXOo2WPW9sfWOOeX1WazbdFH5rM8Tptd0zeScxk8UmkRe\nKYindjkWqcbVcDhI1udc46ZohmUd/cwNNVjU0PQViBbxRYoIAWOBIFEskufOIyamKZ4I5igvs/Ec\nVc1Lq6mIMewK4G0WFe4AGKFRypnL2Ur1U73jvAgBm7eeU57PAU+QXs8VZnELpvx8eaXLMY02MBwK\nMO6areA1y1y76sIcaT8NFjU0fRmmJNBcQAiwEIzZOl3nnkWfmJLeHSyQXVdGe1JlkewYQZx32p+c\naGjuTrwn1Uup9+oOIF2NmFPrNlzE63Vmnw14QvSaKote0eN7uT7ZFWyn4WCAUReLhIANa89h6HPB\nObVwWDQfedRwTk1Tcb3EBqsXXVYatbHM5rn4MJx2Rr8kkqEt59HOOQ3dEjaieRSGnE6RHhumPFwz\ng6cpC8PzOyipEJBOq970JYUBmsqZajmbEmSU6evS9Te5o+kcTKqGmpCKt10AmpR4i84IjOmxSDSr\ns0ZmTwtnymhDV1c6krd4LxIoOO3qH9qHMC6oIyTdywYR4zWZL9sHwTV7UBolKKszq4rJHHpu/ocj\nTKbVtt5WHCZRcrZlU4JsqpZF7n+ZMLhe+jhCSKR9hf0AuuWMwmoatKfniqO8waKGXpnC2Qz/kiE8\nRWfm4M9TQxjnNIVFx9J9iJJqbuptPdiXEtWy1IvIssorEcwhM5fJhjnPlEyqs+LbiiOkSo6tVIjA\nyHJN7ctpUrXQrzAgN1lHcaZP2kQu20i3bcyyOuLf1mDRtNVg0dyUjuSO8Chm2WHRI0uGMC+qkwW6\ng8MgUCcQNI2DKwuvRIJmge0a2BNzYt3rq1Yti9KFYVJFh0WWBwZX6VjucQMhr+wtqHWm17IIOaWf\nZlgW3lIti9TlgrOnhcOi+cijhnPqlaoMbz7epcwwKBhlpGFD3jUFXi8iunqUtbjBTQexczUG16pL\n4K/fg341Yk5dTl35PuUh8w9IfO4QErrEWNcPLk++mRxRpq/rwRz+9gHl5eBNjOJtceqIdAbR5nTW\nAdadvYCnJpDC3GmkC2fKaENXV7XQlh74jYsxjLPqvRhryqF3q6nGufaCwqLSmiPIUo1zKp1FavUd\nuap3zKnLaUlhAI90MWRY4huocSCtGkJEnRhdZnK0Ml19QppZwtc2iPA4bdObGMZscgw+Ec+jr1AN\nrFXnuwkW1KV/DRZNXw0WzRP54G1nUhiXVEoNBXJ4zqrL7I31x5C2U6/U9RilcTUOm7HmLHjq2wGo\nd5yXyylezhC1nFF3cxSCF21lNYtIZxBpx6bxpkcwlbikEn/7AIZrGZ83MYLpsovQJdr6fnDNRGjt\nH6ZluCYu1ZxpOg0WNTRDMuF1p5rxnlWzIp+O9cKg2v+yrz2nOFYGWo6jeWve1139EK7vTJnZYJFf\nlmktOvaKXoLweRvd9fNFWwbNxSIjmsHXOYD7onkTar+t0kerWXa8ahjCzo5bRsdoG1Qd4w0WTV8L\neVnf/B8en4ZWL03w7U++rVoOh3zcEnNG6AwhsKWkI+Js8+nwb29uq5abfDo72oPcuckZ6Yv5DT52\nm5P21BeSvGtkM56tzmU1fWVuHl3Pio2V6aFhU2e5N87GZV0INAQQMDW2i3Y2dXYhOgUR3/xLMf/G\n1TFe2+V0/MJenXu3O1NiYz6dLa1+bimGyWmSwA6NoKlx33VpjgwXWLupjUTQw3t2JLkQzWFaJqlI\ngrjf4N3rOjkUOMed29O0BAzu25HkWOwi7SvaiVtRIj6du4PLOC69XLMjScync9+OpOtcNHQE17U7\nxrE+627Z6Rrc5pWr1Elz5yWxcJRuCSss6upoYWXAj+0yjEwN3rHRid3mN+DfvKbV+VwX6MDatPM8\nx6TBR29tr5abfDqbcl5C6xznVMSrcf3YajZcW6kX9QouRgNcY12LJ1Z5zoIejd/0pFguYmjNgoh3\n/rFoU2uAzqjTbuJ+Q2GR36MR9giWNfnI6DbBHRoRr859O1I8m8uxbk0nTT6Dsh3gpJmiYOTp3JEk\naGrcs7mNJ8PHedOWNhJBg/fsSHK6pY9wNE4iWeHVe1Yu4XBBsn5HqsqriiJ49Qrf3XwKeGYbRg0W\nLUYFA6bCorZkjGCLn7ILRgbwrs1OoPOwqXH/TWksF68ips4n71heLTcbHv7tax0WmRrYuWa0axy7\nyG9obMxcw7o1Fa6FPBoHIjbXp9ZgJHwTdQTbQ80s17rwbvUSMGa7nbx8tUdM3rPdsRkTAY9SNjRB\n3Kdz3/YkeU3i2y5oCVR4dUyUWd6WIqx7CHsFqcISzgZKrN6RrPLqkD/Gv7y2k7jXpGwHOO1JkzPH\nK7zyaNy3Nc1zg2Wu3ZomEfRw3/Wp6rE1Ac1+g/e6trUEZrtL0GDRYpQmhMKiSMhHe8ykLezup6l2\nUdQULAk3U3TBKOgRfPI3XSwKGCz/Nb8S7L+cz/G6dAgmEpT6DY0bPB1cm1iKSAg8GpwKS1aObiW8\nqTLLPGAI3tjegtdqI3FdDEMTV15iO8fU5NN5zzaHPfGAQVeTScHlXwmaGvduT5ITEv92QSJYsV/O\nBTSiWpB41E9zwOBda5byjGeQTTtSNE/YOM+Fm+ha2UGMEGGvoCXRxtlIhmtcvDoyXmLtNR1EfTqW\nHeC1RdekDY+m2EXJUM2s/6uuBotmU7P9JroqOnamj/v/y99Xy//na/fz7ePO6HhryODaFi//93nH\ny/u+HUk+9YgTs+T2FREuDud58rzjPf53t3XyqV+er5bvuyHNrhfG6B53HuoP3JjiZwdNoLe636d+\ncQ37ChVvccDQeP2KMPv3NvGkXcls8Ieb4nREZvaB3717d9288ocOHeJnIy0c7XeCKN+/M8VX9/VW\ny7ctj3BhtMjzrjofvDFdqSN8PCp7efumFr77dD/SNJBlgU/r493XJfj6vn70I0t4ItPLPdsSfH1/\nH3owjpXJ0xGx2bkkxN8/OwjC4GHZy/uvV4+9oyOIbcO+C869+0+3Ocbz7Gi6HvfZA19DM6/u/jHe\n8e//Z7X8jU+8ncdyQUYLzszB31vXxLeecuIR/dENKf7bww6LOqMmm9MB/v+nnToff10nn/yFw6LX\nrYqRt2wOXnKypfzxr7XyyK9CPCIrbeP3NzRx4shS9ow6o+h/sKGJh5+xeZjK9950bWzGWQT149He\nvXs5F1zBj485LL93e1Lhwcq4lxVxLz894YzyfWCSV5qPX9l93Lo8wsXRIs8PgdBNZLGXD96Y5mv7\n+tCPLuPJsV7etqmZ7z09gAiGsLICn17h1df29U3sx+HVpDoiJjs7Q3z/Wee+fNjleJwdNVi0GJXJ\nFhUWfeCtN+Nbu4FTQ87I9js2xfnSE07Gqnu2Jfir/b0M5Zxn5r4dKT776IVq+c9+fRmf+Odz1XJn\n1OSWlTH+8ajTDv7Na1p55GcJHpGVbTs7guQvbOdXFzNA5T399o1x9jzZzB6rsm1nR4BlTTUzQWdA\n9WLR7t270Zds4sEDDqffuaVFYXvMp/OmtTG++aSzrcorofOQHGBF3MvqZh8/Pj6G5m3ioUJvlVf6\nsx08nhtweDUImunDzld49ZW9vSA8PCx7efvmZr57cKCasdRrCO7eluDLrvv7gZ0plqo5ba6yGixa\njLKlVFh005Yufveu3+bRs86M5Hdvaebze5xn9ddXRTl0KcMxV5/iAztTfOohxw7649e289c1vPrQ\nazv4i/2OPfWR17bx8K8CPEylDaaCBtctWcb3TxSByjKPd22J89P9gkp65QE6Ix4+sMNx9MyU6smi\n8Iotih10x5oYBy5muDjm9FcfmOyTTeidWxN860DfxJLiMaK+LG9eH+cb+/sR3jR7Cr1VXumBBI9k\nx1kRL03wKoseaObhrMMrhIdHZS+3dkXoHi/yXJ/aH/zKXufY79jSwtLYzPN++mqwaDa1KJxTL6Zc\n0cBv1ndaXmU6nerelMWpD7Ow59+o4IxJ1l6fCY+565JYGTWIc235cvuZ25rdtcrT0UL2ys81jRVM\nwjXTyOuimjYiyh5me2rynFIthy0daamzx6wxNTagdbmYOPOK5w0WNeQoWzIIeK4CE2RN5r5iECio\ndaz5N3NzxnQZe8YuqLMJrFyNHWRr2Pka+7JhF82oGiy6esqVDLxGGa3u11w9gG6bQI09Nq/e6TOs\nyzBE1rIoO7VPNmVbg0UzqoXMokXV2uzycqX8XHcLmZoGVi4uzLs9WzGnGnoxzf1MEJoQ0/pr6OXL\nLqujbs/2JxkvqiwqZhdux2w2Yk419GJqsGgxq8xOJY7tCwPNDNU4PYq5Bovmyn4XthosWsyy2Ix0\nzZnozwQ4PahO5SvlF263tcGiuaSFw6L5yKOF28prJCUUs+9WthXLOoOuUW8p4fmfp6/2qTW0KDUP\nMkFM86+hl6/iwH3YrgxvXt1ipKB2CA//tK32aw01VAc1WLSYVRa/hU1XtWzoFt3jIaXO0Z+1z7sY\nKw3NRzVYtJhV5tex2Fkt60LSO64mUjj+yzRWqXGFG6q3Fg6L5mNrWUTOKQ+6+Ri2KzXo+vZeUhFn\nTbNdFiRWqWk2s32qZ3Swp4nuMyll21iX2qk0Q1l8cTVLQUf7s0q5NX6MoG9Q2dbVtn+av+bla/fu\n3XXb96FDhwDIFwxOn29WPrsUiChlyyfJt6gZ9IwONbOVJzqOEc4q2wIdPUrZlxpAGOrSA61jVClf\nalKPPTbm49z5WQ2o4NLczwSxYKk3B6QH9oF0HONrW/qI+xzWSBvSa0aVDmFhtEjZFZsqm/HT26PO\nwMp0mWo2X90i3N6r1OloP6yUI4FeErFTyrbO1qdf7k96WaoXj/bu3QtAoWDwwsmEcv16fGFs1wMr\nkYx3qD3uWhZpviJmTcaZWhaZsTGMsJopVO9Qv9MXDVFyZWEoFHXOXIgzN9Rg0WKWziMInOd3dfMA\n7RH1XZq+dhi77Fxgq2hTGHGeiex4gAtn25T2lu0wsT3qTYksuaSUO9qeARx7wNDzLEseUOosa62f\nXQT1Y9HkfstljRdOt1AuO+1/2OMnp6szZWtZpLeNKJlVAXwdfUq5lkWat4g3oWa/0jrVeznm95Hx\nOUv/iiWdU2cSymDJ7KnBosUsjcfQcOLXtUXHWJPoV+okV48qLALI9jnLgcslnRNPr8Bytbd8s4di\nVJ39GVtyUSknWk7h9ar9v662fUq5o/UQQqhtciZVbxZJCSfPtFAoOtcip3sYNtXQBLUs0uJZREBd\n5ljLIn9b/xRe+TtU21N0qFlCC4bOYMgJk2BZghMvJCmW5sJM3QXEonnIo0XjnNK0Eh7fj9A0p3MX\n8pYwDacx6R5JcrXaeAIJtdFmRwP4Ak4QNwkUEqqREWwdwKpZotMUU0G4NHmIXDHs2iJpjp59OT9p\nzimXN7nYE1O2jZp+pbNsG1AOq9/TmlQHoB7IT0nj6m1S74sZzSB0FYSiKa+URwM19y5nMjCojgjP\nnuaDV35hpiidC/KEf4KmOw5Yn1HG74rzIjRoXTuirCn3RkwMV/a80dEwuZo1/cUWQ7kjvqYxlPzk\nQKxJ7SC2tzxHsaS2labYeea3JGfPNSvXb8zjp7b/VazxVdeySPOU0UMqV2pZpAfy6KbaVmv3Mx7w\nIV0nk8+bnL+oOvJnTw0WLWZ55E/QcDoRuiaJ1Lx/k6tH0T0OR3RTwxt1lt+MjweRUlPaW67NRCu5\nMv8Fcug1+403XcBthrbHj1K21JhJ890u0nWbE6eS6C57JWd4KGhqyNdaFumxfE2nQmI2qZ3nWhZp\nnjKeUA3DauyinOmhaDjHFkhOnU2gaXNhalyDRYtZHh5BQx0oawqoz2/L8nE8ftX2DyScwNmliVAt\nuqtvl+nyYYxbrm9I/E3qAFIy+QLFomMHBXxD+L2qYzceO4eU87fbLAScPtuixH4qaTpZQw08Xssi\nESyCaSnbPDUs8sTGETW2Zi2vqGGRpelkvM6xNU1y5kwLhl4/B+D0tXBYNB95NOsB0b/zne9w4MAB\nDMMglUrxvve9j0AgQG9vLw888ADt7ZWsaqtXr+buu+8G4OTJk3zxi1+kVCqxZcsW7rrrrqt2vomO\nPrx+x8DKLPNh/r/27j4oqvve4/h7YXlakIcFllUsKmIqTRoDUTsdO5qraW+f7kTvbatp08T0mrRq\nrm3aNJOk4yR3mDY3erVtWms7aca26T+JM7EP949O2sY0iUkmWiBpr0kDQa+IwMI+CrIsy577B8ju\nwoI8LOwufF4zmXDWc3773cOeD2d/53d+647uPc3Mu8JAz9KR5azMXvoD0ZPopqUFCYUyRs7LsjJ6\n6Q/MXsfJbM859cIrlyjMv8KKD4SvchjApbxCSvsiTqAM5qwX15mfh9cd/gNUUnwZc/rgBFvMpZn3\nuDc2NvKLX/yCUCjE5s2b2bp165h1jh07RkNDA1lZWezZs4cVK1bEaCm2eN2mPNt1LlSW3CvYysJX\nrwazTTDq80VOsRdfaxkTKcjt5J0LG2ejxHHN5pxTrf/rJCtrkOur26L+rStnEZZgP6vxj7N1DCbG\n7NNYq1xrok/Pohzye/u4ejKTv6iPygrHhNvMnfhc/ZvN41xZlNwW5V8mOyecRQP56Yy+D9BS6uZK\n18QjlxcXNXG6+bZZqXE8sznPy+sXLmMywU03tEa9h7uyFpGVEWR5oHv8BmIEzzW7j0zGNVfyLLKQ\nERzE7h/qxMrICHHD6mS5GKEsikeNC5k5I0jlh1tGlvstaYSy0jBFnPpnF1zG74v+vGUyhTCM8MW/\nMmszna6qWa830mxm0VvtQ6Njr//gJbKywsdZd3YenkwLS654xtt81rjyLLhzc/mAc2i0p8kEN954\nIUk6ypVF8ahxuhLeBbxmzRoOHTrEwYMHWbx4MSdOnBj5N7vdzoEDBzhw4MBIxxTAU089xe7du3ny\nySfp6OigsbFxzuqN7JgC8FZbSAuOOpCM6HF0RUVtuN3lkSuMaTc/twvflZI4Vjr3TCZYbAt3BpmA\nxb1eCvvDV/L6bQZ+W+TrN0b9f3jDa32rw6geetJCMCrQsgaC5PSHe7bT0w2Ki6Nvv0mcmfXKh0Ih\nnn76aR555BEOHz7MqVOnuHgx+gSzvr6ejo4OnnzySe69915+/vOfT6nCeIwWnYs6F6r8/J6oP+K+\nG3IIZUX/RjJy+gleCV+ZysjoY2AgxjddRvwmzWY/wWAiv8I3Pmy26FEFZX1eSvrDV/L8NvCXXiOL\nMCaVRdHJM7adtJCBeTB8dmwygd0WfeU2cWZ+hXC2j3NlUXLLsfijRymuysZIj/6NZBf20O8ND5tO\nTxsgNBh9fdScHmAwFDlyKhk+pMxcWWl0Ftn7vJT6w48F8g16lhsYkec1aYw9z7nGu3zMv5qMof8i\nbrfJHAiSHYg+nm2lvtFbJoiyKB41LmQZWcGo86IrJRkECqNHlFtK3PR2TXxbfVF+Gy7f0gnXSUVl\ntuhjvazPF5VFgxkGvpUGg5mjs+gaDY/JqhjL6QZEjIrKCQxgCUR/pi4tGTXaKmHmTxZN9KtL1ixK\neOfUjTfeSFraUBmrVq3C5XJNuL7b7cbv91NVNdSjvXHjRk6fPj3hNvESa2hcwbtXyDsXvhKfWdo1\ndCtNhKLCS7g94cmNC3M7cPcsjlpnkaWby73R88fE01zMORXLKk8naREhleExkRGZjekGmdd3Yoro\nyc8u9ZBtC8+bYM7tw7K0CyLu9c4u8ZBdEu7pN5X0kT7qfubq1ktkDibLSKnRZnY/c3NzM3a7HZvN\nhtlsZsOGDZw5Ez03x1//+lc2bdoEDB1bvb29eDxTuDoSh7OwOalTwAQZ3kEKz0TM1ZbpZ1F5FyZz\n+BgoKOjE640cSRVi9C8x1+Ki58rszoc023NOxbLsspPMUHhfZFyGjFH9QxlV3aQVhvM8y+YlsyQc\nWGkZA1jKu0iLuI0vq8RLljW8jim/H/MHnVHtVl7qIr83esRW8nyBysznVpj141xZlFKyuoMUvxn+\nkDFo9lOw/BJpESOXCwvacXsjv4AmNGbS9ZwsL339BbNa62zP8xJLSX8PRYFwVmf4ILsLTBEd4emL\nfZgXh89psso8ZNki34sGlvIuMgrC+zm71E12acQ6JgPz9d1DHwqHLXZ5KfUkS2fUaMqiuNQoIzL6\nQpSdjJ6HrfS681EXnUymQYxRF6FGj6SaC4nIotxggCW94fdV+oCJHAekByKz6DLpEVlkzu/FUtFF\nZAdUVqk3an7OrFIPWZFZhIm05V7IC3dGWXt6KXdO/Jk/ceZRFk2QR8maRQm/rS/SyZMn2bBhw8iy\nw+HgwQcfxGKxsGPHDlavXo3L5cJqDX9wslqt1+zQWmEd5H/+e1v4Ad9F7hp9p0sf7K4ILxodbh78\nYOQKPVACn40c3ORq5sAi4Mbh5d7z/Ft6GrSugqrhP/4OHx/lw3zU1gP04L/o5JM56dBXTW3p8G0d\nrg4+yjLIAkodBC85qI+eomrGLBYL9fX1115xmjbndrA54ks1Bts97FkWscKgh9W5sAWgF1gGgTYP\ne5YCry8Hey94mvnaMsAzvJPL3Rgdbu4tAc5WQ4UPunxD7V5cNvTuLXLAZQe7c4C/l8AyD0bHqOfG\nA+mwfnn4ke4WDxMNqJ9tf/rTzZNaz2yOfYi6XC5KSsJvRqvVSnNz85h1iovD89oUFxfjcrkoLIye\nF2w8r7/84oxqnKs6U4k1szc6i+jhX7NHXSlydkdlUaBtdBYBuHh0TcSio4knsoHrrj4wPFrxHx+G\n5UMfgowOH1uzhkculDvB5eSfc4HuTVRdzaIOB5/NMkNgKZQ6oNtB/SwcKLOVR2azmRX9/xd9/DtG\n5wEwAPtsQDewDEJX86r+A1DQD4MXqM4FBizgtMAyD4E2D19bArxTDYt7wfP+cF4NX1QYzqvdRcDp\ncljmhS7v2OfucbB3eXjxSquH+tY47oQpmmkWwewf58qi+EsPdI/KIoBL3BJ53czRzX9Ejt53etk9\nejR/zzn+sya8GOp8j//KB66/+kgfXPGy8m81UDE0cjnQ5uVfsixgWMDeDcHhkOm6lR3FQ5N8D7R1\nsnURcPkG1pR0gh/q66Pno4mH2coii8UC3U1RWY7THb0M0N3N3mVAO7CMcF69Zxu6fLyoEwLw79km\naF4OyzzhvHqnGgqD4bwazANH3khe7a0AXiuH8svguczu5aOeu8Md/fvt9FLfScIoi+JTY6rpcV4c\nm0WB86yM6LsebO+O/lsa8FBZDERO3eju4bGbIpa9LTxcCETuMnczn3TXgD0I+PBf9LHTDrhrWL94\nOId8UMIGrisZOhj6Wju5oxToXseNw+dKf3sretqAeJjNLBps/0f0/vN7qLACEdch+9uGc6WNoSxy\nDi+3D583ljmhy8m9RcDfrxs6x3EMn+OcWw7ZQPZwXllM8H5ldF41lEKhHzHqVYwAAAtySURBVEIX\nqLbAP0XUE2jzRJ0X4fZQH92nOKfmUxZNVGeyZtGcdE7V1dXF7GW7/fbbWbt2LQDPP/88ZrN55J5b\nq9XK0aNHycvLo6WlhYMHD3L48OEpP/eWLVtmVrxInM3le9KY5vd/z/VxM906U4mySJJNKhznqVBj\nqlEWSbJJheM8FWpMNcoiSTapcJynQo0zMSedU/v375/w31966SUaGhqi1jObzeTlDU1YV1lZid1u\np729fcxIKafTGTWSSmQhsFqtdHeHh7TEOg6sVitOp3PCdWZbqtQpItOXCsd5KtQoIjOTCsd5KtQo\nIjOTCsd5staY8DmnGhsb+d3vfse3v/1tMjPDE2H6fD5CoaE5hjo7O2lvb6esrIyioiJycnJoamrC\nMAxeeeUV1q1bl6jyRRJi5cqVdHR04HA4CAaDvPbaayOjEK+6+eabefnllwF47733yM3NnfMh4alS\np4hMXyoc56lQo4jMTCoc56lQo4jMTCoc58lao8lI8LjRffv2EQwGR0ZJXXfddezatYs33niD48eP\nk56ejslkYvv27dTW1gLQ0tLCkSNHCAQC1NbWcvfddyfyJYgkRENDQ9TXf27bto0//vGPAHz84x8H\n4Omnn6axsZHs7Gx2795NZWWl6hSRuEuF4zwVahSRmUmF4zwVahSRmUmF4zwZa0x455SIiIiIiIiI\niCxcCb+tT0REREREREREFq45mRB9rrz++uscP36ctrY2Hn/88ZFhZw6Hg/vvv5/y8nIgfOsghG8R\nHBgYoKamJuYtguO1C3DixAlOnjxJWload999N2vWrJl0u5GOHz/On//8Z/Lz84GhbzKsqamZ8Dkm\nq7GxMWrI3tatW6e0faS9e/eSk5NDWloa6enpPP744/T09PD973+f7u5uSktLuf/++8nNzb1mW0eP\nHqW+vp78/HwOHToEMGFbk90PsdqNx/7t7u7myJEjeL1eTCYTW7Zs4dOf/nRcapb5RVk0vmTMI2WR\nzFfKovEpi5RFMneUReNTFimLJIIxj1y8eNFoa2szHnvsMeP9998febyzs9P45je/GXObhx56yGhq\najIMwzC+973vGQ0NDZNut7W11XjggQeMgYEBo7Oz07jvvvuMUCg06XYjPffcc8bvf//7MY/Heo7B\nwcFr7ImwwcFB47777jM6OzuNgYEB44EHHjBaW1snvf1oe/bsMS5fvhz12DPPPGP85je/MQzDME6c\nOGH8+te/nlRbZ8+eNVpaWqJ+N+O1NZX9EKvdeOxft9ttnDt3zjAMw+jr6zP27dtntLa2xqVmmV+U\nRbElax4pi2S+UhbFpixSFsncUhbFpixSFkm0eXVbX3l5OUuWLJn0+m63G7/fT1VVFQAbN27k9OnT\nk2739OnTbNiwAbPZjM1mw26309TUNOl2RzNiTP8V6zmam5sn/Rqbm5ux2+3YbDbMZjMbNmzgzJkz\nk95+MnWeOXOGTZs2AXDLLbdM6rUCVFdXj+m5H6+tqeyHWO3Gqnuq7RYWFrJ8+XIAsrOzWbp0KS6X\nKy41y/yiLIotWfNIWSTzlbIoNmVR7Jqn2q6ySCZLWRSbsih2zVNtV1k0f8yr2/om4nA4ePDBB7FY\nLOzYsYPVq1fjcrmwWq0j61itVlwu16TbdLvdrFq1amS5uLgYl8uF2WyeVrt/+MMfePnll6msrOTO\nO+8kNzd33OeYLJfLRUlJSVQtMzn4TCYTdXV1pKWlceutt3Lrrbfi9XpHvlayoKAAr9c77fbHa2um\n+wHiu38dDgfnzp1j1apVs1qzzD8LNYsgtfJIWSTznbJIWaQskmSgLFIWKYvkqpTrnKqrq8Pj8Yx5\n/Pbbb2ft2rUxt7FarRw9epS8vDxaWlo4ePAghw8fHtNuZ2cnPp+Pb33rW5NqN561f+ITn+Bzn/sc\nAM8++yy/+tWv2L17d8x2TCZTXOqZjrq6OoqKivD5fNTV1Y3cI35VPGu7VltTea547l+/38+hQ4fY\nuXMnOTk5s1azJDdlUeLfz3OVR8oiSWbKosS/n5VFyiJRFkHi38/KImVRqku5zqn9+/dPeRuz2Uxe\nXh4AlZWV2O122tvbo3rL9+/fz6uvvso777zDPffcM6l2rVYrTqdzZNnpdFJcXDymF97pdGK1Wifd\n7ubNm3niiSfGfY7IHv/J1Njd3T3t7UcrKioCID8/n/Xr19Pc3ExBQQEej4fCwkLcbjcFBQXTbn+8\ntma6HyJrmsn+DQaDHDp0iI0bN7J+/fpZrVmSm7Jo6u/nVMojZZGkCmWRsmg6r0FZJPGmLFIWTec1\nKIsk0ryac2o8Pp+PUCgEQGdnJ+3t7ZSVlVFUVEROTg5NTU0YhsErr7zCunXrJt3u2rVrOXXqFMFg\nEIfDQUdHB1VVVRQWFk65XbfbPfLzm2++SUVFxYTPMVkrV66ko6MDh8NBMBjktddem/ZVhv7+fvr6\n+oChnum3336biooK1q5dy0svvQTAX/7ylyntw9HGa2um+yEe+9cwDH7605+ydOlSPvOZz8x6zTL/\nLOQsgtTKI2WRzGfKImWRskiSgbJIWaQskkgmI9YMZCnqzTff5NixY/h8PiwWCytWrOCRRx7hjTfe\n4Pjx46Snp2Mymdi+fTu1tbVA+OtEA4EAtbW1Mb9OdLx2AZ5//nlOnjxJeno6O3fu5Kabbpp0u5F+\n/OMfc/78eUwmEzabjXvuuWfkHtnxnmOyGhoaor6idNu2bVPa/iqHw8HBgwcBCIVCfOxjH2Pbtm3T\n+opSgB/+8IecPXsWn89HYWEhX/jCF1i3bt24bU12P4xu9/Of/zxnz56d8f599913efTRR6moqBgZ\n+vnFL36RqqqqGdcs84uyaHzJmEfKIpmvlEXjUxYpi2TuKIvGpyxSFknYvOqcEhERERERERGR1LIg\nbusTEREREREREZHkpM4pERERERERERFJGHVOiYiIiIiIiIhIwqhzSkREREREREREEkadUyIiIiIi\nIiIikjDqnFrA9u7dyx133MGRI0emtf2lS5f48pe/zI4dO3jxxRfjXJ2ILCTKIxFJBsoiEUkGyiJZ\niNQ5tcA99NBD7N27d1rbLlmyhGeeeYbq6uo4VyUiC5HySESSgbJIRJKBskgWGnVOiYiIiIiIiIhI\nwqhzap7r6OjgK1/5CufOnQPA5XKxa9cuzp49G3P97du388ILL7Bv3z7uuusunn32WTo6OvjOd77D\nzp07+cEPfkAwGJzLlyAi84TySESSgbJIRJKBskgkmjqn5jm73c6XvvQlfvSjHxEIBDh69Ci33HIL\nH/rQh8bd5q233uLAgQN897vf5be//S0/+9nP+PrXv85PfvITLly4wKlTp+bwFYjIfKE8EpFkoCwS\nkWSgLBKJps6pBWDLli3Y7XYefvhhPB4PO3bsmHD92267jezsbJYuXUpFRQU1NTXYbDYsFgs1NTWc\nP39+bgoXkXlHeSQiyUBZJCLJQFkkEqbOqQVi8+bNXLx4kU996lOYzeYJ1y0oKBj5OTMzc8yy3++f\ntTpFZP5THolIMlAWiUgyUBaJDFHn1ALg9/v55S9/yebNm3nuuefo6elJdEkiskApj0QkGSiLRCQZ\nKItEwtQ5tQAcO3aMqqoqvvrVr1JbW8tTTz01pe0Nw4j5s4jIVCmPRCQZKItEJBkoi0TC1Dk1z50+\nfZq3336bXbt2AXDnnXdy7tw5Xn31VWByIWYymWL+fJWCUEQmQ3kkIslAWSQiyUBZJBLNZOgdu2B9\n4xvfwO1285GPfIQ9e/ZMefv29nYefvhhBgcH2bVrF5s2bZqFKkVkIVAeiUgyUBaJSDJQFslCpM4p\nERERERERERFJGN3WJyIiIiIiIiIiCaPOKRERERERERERSRh1TomIiIiIiIiISMKoc0pERERERERE\nRBJGnVMiIiIiIiIiIpIw/w+eDD5E3DewZwAAAABJRU5ErkJggg==\n" } ], "prompt_number": 63 }, { "cell_type": "code", "collapsed": false, "input": [ "cx.shape" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 45, "text": [ "(400,)" ] } ], "prompt_number": 45 }, { "cell_type": "code", "collapsed": false, "input": [ "shape = fm.get_var_shape('netelemnode')\n", "import ctypes\n", "arraytype = np.ctypeslib.ndpointer(dtype='int32', ndim=2,shape=shape,flags='F_CONTIGUOUS')\n", "data = arraytype()\n", "\n", "fm.lib.get_2d_int.argtypes=[ctypes.c_char_p, ctypes.POINTER(arraytype)]\n", "fm.lib.get_2d_int('netelemnode', data)\n", "d = np.asarray(data)\n", "np.reshape(d.ravel(), shape, order='F')\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 39, "text": [ "array([[ 1, 42, 43, 2],\n", " [ 2, 43, 44, 3],\n", " [ 3, 44, 45, 4],\n", " ..., \n", " [407, 448, 449, 408],\n", " [408, 449, 450, 409],\n", " [409, 450, 451, 410]], dtype=int32)" ] } ], "prompt_number": 39 }, { "cell_type": "code", "collapsed": false, "input": [ "np.asfortranarray?\n", "\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 35 }, { "cell_type": "code", "collapsed": false, "input": [ "np.ascontiguousarray(d)\n" ], "language": "python", "metadata": {}, "outputs": [] }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }