{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "fa410e8b-b2f9-4fa7-9783-869b89ec8464", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import sys\n", "import os\n", "from matplotlib import pyplot as plt\n", "import matplotlib as mpl\n", "import matplotlib.ticker as ticker" ] }, { "cell_type": "code", "execution_count": 2, "id": "5178169a-a3e4-4ab4-82ed-413596bf0a7a", "metadata": {}, "outputs": [], "source": [ "from util_functions import cutoffPercentile, wireIntegrate, toGreyScale, createXYZGrid" ] }, { "attachments": { "f967bc6c-ed2e-4baf-973c-636554b3458c.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "c46efd52-1e00-4e76-8080-563aa903553c", "metadata": {}, "source": [ "
\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 3, "id": "2b89643e-8225-4192-a74b-505d923b8f24", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(200, 200, 200, 3)\n" ] } ], "source": [ "meshsize = 100 # The size of the mesh grid\n", "I = 1 # 1 amp of current flowing through coil\n", "mu0 = 4 *np.pi*10**(-7) # magnetic permeability constant\n", "radius = .01 # radius of coil in meters\n", "bbox = (-.05,-.05, -.05, .05, .05, .05) # bounding box of visual area in meters\n", "#bbox = (-.05,-.05, .05, .05) # bounding box of visual area in meters\n", "with open(\"bField-coil-3d.npz\",\"rb\") as f:\n", " data = np.load(f)\n", " xgrid = data['xgrid']\n", " ygrid = data['ygrid']\n", " zgrid = data['zgrid']\n", " bField = data['bField']\n", " \n", "print(bField.shape)" ] }, { "cell_type": "code", "execution_count": 4, "id": "35b577e6-167c-4d0b-ade1-8ebe1c440714", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[-0.05, -0.05, -0.05, 0.05, 0.05, 0.05]\n" ] } ], "source": [ "xmin = xgrid[0,:,0][0]\n", "xmax = xgrid[0,:,0][-1]\n", "\n", "ymin = ygrid[:,0,0][0]\n", "ymax = ygrid[:,0,0][-1]\n", "\n", "zmin = zgrid[0,0, :][0]\n", "zmax = zgrid[0,0,:][-1]\n", "\n", "bbox=[ xmin, ymin, zmin, xmax, ymax, zmax]\n", "print (bbox)\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "efb665c5-821b-4c2f-8c02-d38382ddaedf", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(200, 200, 200)\n", "(200, 200)\n" ] } ], "source": [ "magnitudes = np.linalg.norm(bField * mu0/(4*np.pi), axis=-1)\n", "print (magnitudes.shape)\n", "\n", "# Now we are only interested in the magnitude of the integral result rather\n", "# than it's direction.\n", "sliceZ = magnitudes.shape[2] // 2\n", "slice = magnitudes[:,:, sliceZ]\n", "x = xgrid[:,:, sliceZ]\n", "y = ygrid[:, :, sliceZ]\n", "mags2 = cutoffPercentile(slice, 99.5)\n", "print (mags2.shape)" ] }, { "cell_type": "code", "execution_count": 6, "id": "15bb5964-fd46-4faa-a9f3-c122f64092c1", "metadata": {}, "outputs": [ { "data": { "image/png": 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CQGSfDguJv//++9i/fz+OO+44bN682Vh/yimn4OWXX8aDDz4YschLx/xP3BEMHDgw4nqbzYZ+/fpZ1m3atAmNjY2oqKiIeExdXZ3ldaSwdWlpKerr61O6VrfbDQBobm5O6Xgzofe9ZcsWcM4xfPjwtNuOxo4dO3DXXXfhX//6V9gzaGxstLyO9Pwjkewz2b59OzjnGDJkiGV9VVUVSkpK0uqvqqMoCubPn48///nP2LZtm6WbnR7uNRP6PtE/GPVnpF/T0KFDLfvZ7XYMGjQo6eu79NJL8fjjj+Prr7/GokWLcPHFF0cVq0OHDuHee+/FK6+8Evb+1v9mdXV1aG9vD3umACKuA+L/b+zfvx8NDQ1YsGBB1Or+0OtJhC1btqBPnz4oKytL+lhA/cITrWtcKJs2bQKgGpRI6O/dSOjvU/OXGgAYNmxYgleqIrR0l47+xbalpcWyfsiQIViyZAkA4K9//Sv+9re/RW0rU1/gidTpMMHWXfSFF14YcfvHH3+MU045JerxRxxxBNasWYOdO3cmlKuL9maSZTliziaauza7JB1FUWJGBkLzddFyRKH/RIkyZMgQ2Gw2rFu3LqXjzUS771SJ1/dblmWcfvrpOHToEH75y1/iiCOOQEFBAXbv3o2ZM2eGdb2J9Pwj4Xa70adPH0tlfCJ05IfO3Llz8dvf/hY/+9nPcN9996GsrAycc8yePTtiF6NMv0/icfzxx2Pw4MGYPXs2tm3bhksvvTTqvhdeeCFWrFiB2267DWPGjEFhYSEURcGZZ56ZVnepePest/3Tn/4UM2bMiLjvqFGjUj5/NtDv4W9/+1tYNzoAHdrdUv9iGPrF+IgjjgAAfPPNNzj33HON9YWFhcYXkU8//TRim3pb5eXlGb9eIjk65J3T2tqKN954AxdddBHOP//8sO033XQTXnrppZiCfc455+Dll1/Giy++iDvvvDPuOUtLS9HQ0BC2fvv27Sm5ETODBw/GBx98gAkTJmRM8JIRjvz8fJx66qn48MMPE/4CkyiDBw+GoijYsGFDWF9WM5Ger8/nw969e2O2v27dOnz33Xd44YUXMH36dGO9/q0+Hc4++2wsWLAAK1euxLhx42LuO2DAACiKgk2bNlmK+2pra9HQ0BBxgIlk+cc//oFTTjkFzz77rGV9Q0NDSh92+jVt2rTJ4tb8fj+2bduG0aNHJ93mJZdcgt/97nc48sgjo/696+vrsXTpUtx777246667jPW6c9SpqKiAy+WyRNB0Iq1LhN69e6OoqAiyLMd1tMn8Dw0ePBjvvfceDh06lLLLTuZcgPp8EnXlOvr7dMuWLRZXvXHjxoSO14V527ZtlvUnnXQSiouL8corr+DOO+9M6Euxjt5WtKJYInt0SA77tddeQ2trK2bNmoXzzz8/bDn77LPx6quvwuv1Rm3j/PPPx8iRI3H//fdj5cqVYdubm5vx61//2ng9ePBgfPbZZ/D5fMa6f//739i5c2fa93PhhRdClmXcd999YdsCgUDELwrx0PsWJ3rs3XffDSEELr/88rCwFgB89dVXeOGFF5K+jmnTpoFzjjlz5oQ5J7PTGzx4MJYvX27ZvmDBgrgOW3dU5raEEJg/f37S1xrK7bffjoKCAlx11VWora0N275lyxbjPD/84Q8BAI899phlnz/84Q8AkHAVbiwkSQpzx4sXL8bu3btTau8HP/gBevfujaeeesryvl64cGFK7zlArUC+++67o+Zfgch/MyD82elh4tdff90y6uDmzZvxzjvvpHR9kiThvPPOw6uvvhoxerJ//37j92T+h8477zwIIXDvvfeGbct0RGPKlClwu92YO3cu/H5/2HbzPYSi5/4ff/xxy/rQZx+Nvn37oqamJmzUuvz8fNx+++345ptvcMcdd0S852jP4auvvgJjLO6XYqLjSdphP/HEE2hoaDD+Qd98803s2rULAHDjjTeiuLgYL730Enr16hW1i8WPfvQj/OUvf8Fbb72Fn/zkJxH3sdvt+Oc//4nJkyfj5JNPxoUXXogJEybAbrdj/fr1WLRoEUpLS3H//fcDUD+I/vGPf+DMM8/EhRdeiC1btuDFF18MywWlwsSJE3HNNddg3rx5WLt2Lc444wzY7XZs2rQJixcvxvz58yNGEmIxZswYSJKEBx98EI2NjXA6nUZRXiTGjx+PP/3pT7j++utxxBFHWEY6W7ZsGf71r3/hd7/7XdL3NmTIEPz617/Gfffdh5NOOgk/+clP4HQ68eWXX6JPnz6YN28eAPX5XnvttTjvvPNw+umn4+uvv8Z7770X1zkeccQRGDx4MH7xi19g9+7dcLvdePXVV1PO55sZPHgwFi1ahIsuughHHnmkZaSzFStWYPHixZg5cyYAdUSqGTNmYMGCBWhoaMDEiRPxxRdf4IUXXsC0adNiRnsS5eyzz8acOXNwxRVXYPz48Vi3bh1eeumllCM8drsdv/vd73DNNdfg1FNPxUUXXYRt27bh+eefT7nNAQMGxB2P2u124+STT8ZDDz0Ev9+Pvn374v333w9zbYA6Fvb777+PCRMm4LrrroMsy3jiiScwYsSIlIcMfeCBB/DRRx/h+OOPx9VXX43hw4fj0KFDWL16NT744AMcOnQIgPr3LykpwVNPPYWioiIUFBTg+OOPj1ifcsopp+Dyyy/H448/jk2bNhmh/U8++QSnnHIKbrjhhpSuNRJutxtPPvkkLr/8chxzzDG4+OKL0bt3b+zYsQNvvfUWJkyYgCeeeCLisWPGjMEll1yCP//5z2hsbMT48eOxdOnSpCIW5557Ll577TUIISxRiDvuuAP/+9//8PDDD+P999/Heeedh379+qG+vh6rV6/G4sWLjaiJmSVLlmDChAkR6zCILJNsWbnebSnSsm3bNlFbWytsNpu4/PLLo7bR1tYm8vPzxY9//OO456uvrxd33XWXGDlypMjPzxcul0uMGDFC3HnnnWLv3r2WfR955BFjEIoJEyaIVatWRe3WtXjx4rBzxRsgYcGCBWLs2LEiLy9PFBUViZEjR4rbb79d7Nmzx/J8zjrrrLBjIw108Ze//EUMGjRISJKUcBevr776Slx66aWiT58+wm63i9LSUnHaaaeJF154wdKlCFG6de3fvz9iu88995w4+uijhdPpFKWlpWLixIliyZIlxnZZlsUvf/lLUV5eLvLz88WUKVPE5s2bE+rWtWHDBjF58mRRWFgoysvLxdVXX2105zF3yYn3/KPx3XffiauvvlocdthhwuFwiKKiIjFhwgTxxz/+0TIoit/vF/fee68YOHCgsNvtoqamJqMDp3g8HnHrrbeK6upqkZeXJyZMmCBWrlyZ8Hsw2nn+/Oc/GwOY/OAHP0hp4JRYROrWtWvXLvHjH/9YlJSUiOLiYnHBBRcY3XtCuxYtXbpUHH300cLhcIjBgweLZ555Rtx6663C5XJZ9oM2cEqkawztkllbWytmzZolampqhN1uF1VVVeK0004TCxYssOz3xhtviOHDhxvdyGINnBIIBMTDDz8sjjjiCOFwOETv3r3F1KlTxVdffRXz+aQ6cMpHH30kpkyZIoqLi4XL5RKDBw8WM2fOFKtWrTL2iTRwSnt7u7jppptEr169REFBQdIDp6xevVoAEJ988knE7a+99pr44Q9/KHr37i1sNpsoKSkRJ554onj44YdFQ0ODZd+GhgbhcDjEM888E/e8RMfDhOigCheCIHos06ZNw/r168Py3kR2OO2009CnT5+IVd/J8Nhjj+Ghhx7Cli1bMl6wSiQPTa9JEERahM6ItmnTJrz99ts0/WcnMnfuXPz9739Pe3rNP/zhD/jNb35DYt1FIIdNEERaVFdXY+bMmRg0aBC2b9+OJ598El6vF2vWrAnrQ04QROp0//kXCYLoUM4880y8/PLL2LdvH5xOJ8aNG4e5c+eSWBNEhiGHTRAEQRA5AOWwCYIgCCIHyFhIXFEU7NmzB0VFRTTmLEEQRI4hhEBzczP69OmT1EhoyeLxeCwDAaWDw+EI6zfencmYYO/ZsyejQ2YSBEEQ2Wfnzp0JTcCTCh6PBwMHFGJfXewREhOlqqoK27Zt6zGinTHB1meDORE/hA32TDVLEARBZIEA/PgUb3fotMY+nw/76mRs/+owuIvSc/FNzQoGjP0ePp+PBDtZ9DC4DXbYGAk2QRBETqGVH2cjpVlYxFBYlN55FPS81Ct16yIIgiCyiiwUyGn2T5JF6tO85ipUJU4QBEEQOQA5bIIgCCKrKBBQkJ7FTvf4XIQEmyAIgsgqChSkG9BOv4Xcg0LiBEEQBJEDkMMmCIIgsoosBOQ0R8VO9/hchASbIAiCyCqUw04NCokTBEEQRA5ADpsgCILIKgoEZHLYSUOCTRAEQWQVComnBgk2QRAEkVWo6Cw1KIdNEARBEDkAOWyCIAgiqyjakm4bPQ0SbIIgCCKryBkoOkv3+FyEQuIEQRAEkQOQwyYIgiCyiiyQgek1M3MtuQQJNkEQBJFVKIedGhQSJwiCIIgcgBw2QRAEkVUUMMhgabfR0yDBJgiCILKKItQl3TZ6GhQSJwiCIIgcgBw2QRAEkVXkDITE0z0+FyHBJgiCILIKCXZqkGATBEEQWUURDIpIs+gszeNzEcphEwRBEEQOQA6bIAiCyCoUEk8NEmyCIAgiq8jgkNMM8MoZupZcgkLiBEEQBJEDkMMmCIIgsorIQNGZoKIzgiAIguhY9Bx2ukuqPPDAA2CMYfbs2TH3W7x4MY444gi4XC6MHDkSb7/9dsrnzAQk2ARBEESP4csvv8TTTz+NUaNGxdxvxYoVuOSSS3DllVdizZo1mDZtGqZNm4ZvvvkmS1caDgk2QRAEkVVkwTOyJEtLSwsuu+wy/OUvf0FpaWnMfefPn48zzzwTt912G4488kjcd999OOaYY/DEE0+kettpQ4JNEARBZBUFDAp4mosaEm9qarIsXq836nlnzZqFs846C5MnT457jStXrgzbb8qUKVi5cmV6N58GJNgEQRBEVslkDrumpgbFxcXGMm/evIjnfOWVV7B69eqo20PZt28fKisrLesqKyuxb9++9G4+DahKnCAIgshZdu7cCbfbbbx2Op0R97n55puxZMkSuFyubF5eRiHBJgiCILJKqjloaxvqhNhut9si2JH46quvUFdXh2OOOSZ4vCxj+fLleOKJJ+D1eiFJkuWYqqoq1NbWWtbV1taiqqoqretOBwqJEwRBEFlFzWGnvyTKaaedhnXr1mHt2rXG8oMf/ACXXXYZ1q5dGybWADBu3DgsXbrUsm7JkiUYN25c2vefKuSwCYIgiG5NUVERRowYYVlXUFCAXr16GeunT5+Ovn37Gjnum2++GRMnTsQjjzyCs846C6+88gpWrVqFBQsWZP36dchhEwRBEFlF0cYST2dRMixfO3bswN69e43X48ePx6JFi7BgwQKMHj0a//jHP/D666+HCX82IYdNEARBZJVM5rBTZdmyZTFfA8AFF1yACy64IK3zZBJy2ARBEASRA5DDJgiCILKKkoGQtoL0HHYuQoJNEARBZBVZMMhpzraV7vG5CIXECYIgCCIHIIdNEARBZBW90ju9NigkThAEQRAdiiI4lDSrxJU0q8RzERJsgiAIIquQw04NymETBEEQRA5ADpsgCILIKgrSr/JWMnMpOQUJNkEQBJFVMtMPu+cFiHveHRMEQRBEDkIOmyAIgsgqmRlLvOf5TRJsgiAIIqskO591tDZ6Gj3vKwpBEARB5CDksAmCIIisQiHx1CDBJgiCILJKZgZO6XmC3fPumCAIgiByEHLYBEEQRFZRBIOS7sApPXB6TRJsgiAIIqsoGQiJ98SBU0iwCYIgiKySmdm6ep5g97w7JgiCIIgchBw2QRAEkVVkMMhpDnyS7vG5CAk2QRAEkVUoJJ4aPe+OCYIgCCIHIYdNEARBZBUZ6Ye05cxcSk5Bgk0QBEFkFQqJp0bPu2OCIAiCyEHIYRMEQRBZhSb/SA0SbIIgCCKriAzMhy16YLeunvcVhSAIgiByEHLYBEEQRFahkHhq9Lw7JgiCIDoVfbaudJdEefLJJzFq1Ci43W643W6MGzcO77zzTtT9Fy5cCMaYZXG5XJm49bQgh00QBEFkFTkDs3Ulc3y/fv3wwAMPYOjQoRBC4IUXXsC5556LNWvW4Kijjop4jNvtxsaNG43XjHV+zpwEmyAIgujWnHPOOZbX999/P5588kl89tlnUQWbMYaqqqpsXF7CUEicIAiCyCqZDIk3NTVZFq/XG/PcsizjlVdeQWtrK8aNGxd1v5aWFgwYMAA1NTU499xzsX79+ow+g1QgwSYIgiCyigKekQUAampqUFxcbCzz5s2LeM5169ahsLAQTqcT1157LV577TUMHz484r7Dhg3Dc889hzfeeAMvvvgiFEXB+PHjsWvXrg57JolAIXGCIAgiZ9m5cyfcbrfx2ul0Rtxv2LBhWLt2LRobG/GPf/wDM2bMwMcffxxRtMeNG2dx3+PHj8eRRx6Jp59+Gvfdd1/mbyJBSLAJgiCIrCILBjmJKu9obQAwKr/j4XA4MGTIEADA2LFj8eWXX2L+/Pl4+umn4x5rt9tx9NFHY/PmzWldc7pQSJwgCILIKtnu1hXxGhQlbr5bR5ZlrFu3DtXV1WmdM13IYRMEQRDdmjvvvBNTp05F//790dzcjEWLFmHZsmV47733AADTp09H3759jfz3nDlzcMIJJ2DIkCFoaGjAww8/jO3bt+Oqq67qzNsgwSYIgiCyi8jA9JoiiePr6uowffp07N27F8XFxRg1ahTee+89nH766QCAHTt2gPNge/X19bj66quxb98+lJaWYuzYsVixYkXUIrVsQYJNEARBZBUZDHKak3ckc/yzzz4bc/uyZcssrx999FE8+uijqVxWh0KCTfQ8OmvEIiE657wEQXQLSLCJ7k8XGFIQQPh1kIATPRRFIP2isR7470OCTXQfuoowJ0q06yUhJ7o5SgZy2Oken4uQYBO5Ta6JdCKY74nEm+iGKGBQ0sxhp3t8LkKCTeQW3VGgY0FhdIIgNEiwidygpwl1NPTnQMJN5DCZHOmsJ0GCTXRdSKSjQ2FzIoehHHZqkGATXQ8S6uQg100QPQISbKLrQEKdHiTcRI6gIANjgVPRGUFkGRLpzEPhcqKLIzJQJS56oGD3vCQA0XUgse546BkTRLeBHDaRXUhAsg85bqKLkZHpMalKnCA6EBLrzocxEm2i06Eq8dQgwSY6FhLprgc5boLISUiwCYIgiKxCIfHUIMEmMg+56tyB3DbRCdBY4qlBgk1kFhLr3IXy20SWIIedGiTYROboDmLN0ixkEUpmrqOzINEmiC4LCTaRPrko1OkKc7Lt5pKQ04hpRAdDDjs1SLCJ9MgFse4ocU73Grq6iJPbJjoIEuzUIMEmUqerinVXEOhECL3OrijgJNoE0WUgwSaSpysKda6IdCzM99CVxJtC5ESGIYedGiTYRHJ0JbHuDiIdja4o3uS2iQwhkH63rJ74TiTBJhKnq4h1dxbqSOj32xWEm0SbIDoNEmwiPl1BqHuaSEeiq7huCpETaUIh8dQgwSa6PiTW4TDeNRw3QaQACXZqkGAT0eksZ51lgWa8Y+5TKB3sQDu7ypycNkFkFRJsosfRUQId7zwdLuAEkSOQw04NEmwinM5w1h3kqrMlzokQ6VoyKuKdleMmp00kCQl2apBgE1a6gVh3JZGOh/laMy7enREiJ9EmEkAIBpGm4KZ7fC5Cgk10HhkU6lwS6WhkXLy7UncwgiDShspvCRXGsuuuMyTWjLPMizXjqS0ZvYQM3lc2i/iy/T4ichJ9Pux0l0R58sknMWrUKLjdbrjdbowbNw7vvPNOzGMWL16MI444Ai6XCyNHjsTbb7+d7m2nDQk2kV0yIG66mKUtaJkW3g4Q8ozfK0F0AfQcdrpLovTr1w8PPPAAvvrqK6xatQqnnnoqzj33XKxfvz7i/itWrMAll1yCK6+8EmvWrMG0adMwbdo0fPPNN5l6BCnBhMhM0qmpqQnFxcWYhHNhY/ZMNElkg2y5oQyIRVqi1dXEKo0wdUbC5dkKk1NOO2cICD+W4Q00NjbC7XZ3yDl0nTj+9ZtgK3Cm1Vag1YvPpz2OnTt3Wq7X6XTC6YzfdllZGR5++GFceeWVYdsuuugitLa24t///rex7oQTTsCYMWPw1FNPpXXd6dDFPsUIIpyUHWYHhaszQhrX1iFpAILIInrRWboLANTU1KC4uNhY5s2bF/PcsizjlVdeQWtrK8aNGxdxn5UrV2Ly5MmWdVOmTMHKlSsz8wBShIrOejLZcNdpiGXKIp0KmRbAZFxwit2x9OeTkuPOVkEaVY4TEchkt65IDjsS69atw7hx4+DxeFBYWIjXXnsNw4cPj7jvvn37UFlZaVlXWVmJffv2pXXN6UKC3VPpbmKdyrk60qWa205FvJMU7pTD5Nno/kWiTXQgeiFZPIYNG4a1a9eisbER//jHPzBjxgx8/PHHUUW7K0KC3RPpwmKdlFAneo4MCDMLeWZJlX5EO38skU3Sdafttkm0iSzSGf2wHQ4HhgwZAgAYO3YsvvzyS8yfPx9PP/102L5VVVWora21rKutrUVVVVXqF5wBumByj8h5OlqsE839cpaUWDPGoi7p7Jv29SWR6045t90V8/xEt0VkoEI8XcFXFAVerzfitnHjxmHp0qWWdUuWLIma884W5LB7Gh3prrMh1PGI01ZSgpoisc4R0ZknGj5PMFyestvu6Lw2uWyik7jzzjsxdepU9O/fH83NzVi0aBGWLVuG9957DwAwffp09O3b1yhYu/nmmzFx4kQ88sgjOOuss/DKK69g1apVWLBgQWfeBgl2j6ILDmiRkFhnU6h5mk5TiSOm2nVEDanr95Eh4e5yE46QaBMABNJ/GyRzeF1dHaZPn469e/eiuLgYo0aNwnvvvYfTTz8dALBjxw5w0//++PHjsWjRIvzmN7/Br371KwwdOhSvv/46RowYkd5FpwkJdk+hiznrjAh1jDZiCnS6ohyLWG2bxDxuTjwR152AcKfktslpEx2MAgaWxEhl0dpIlGeffTbm9mXLloWtu+CCC3DBBRcke1kdCgk2kXU6UqzTEupMfamJ6p6180dw4TGdN2fxHXcuum2ix0KTf6QGCXZPoKPcdbaddbKOOppAx3seqTpwXYijta+LcWj7EZx30o67I0S7I502uWyCSBoS7O5OF8pbxxXrWF8AknHUkQQ3GUGP174Ji7BGay+SkEc6LhHhBqI77gRD5F3GaZNo91gUwcBoPuykIcHuznShvHWmxTohoU5QpNOpHE+oItx8zlDxTlW4Y4XJ47jtlJw25bOJDCJEBorOeuDbhgSbSJ4kxDrTIfAwgYwn0okIdKxrjHevsYQxZJMQImY4XNsposBHFO5YFeUJiLZ6+Ql+6mVjcBWCIGJCgk0kR6YH2OgosQ7ZlpBIJ+PydaGLdIwubCF5Z/M1hLlvs/MOdd0hjjtht51pkSXRJjIEFZ2lBgl2d6QLFJmlHAJPVqijbIsp0OZzh54v0WcnxSosk4KvdSGVYBE7s/u2OG9FCc91h4h6Um47Tl67SzjtSOkBoltDgp0aJNhE1yEdsTattxwTSahjiXTaEQSLEoe4bJN4mgTWIsCxHHc6bpsgiJyHBJuITyYLzCK1FU+oEwh9RxTpSALNQraZtod9OUjUbVtEkwdF1CycQlFdudmBK8LivC2uO5LjjpDfTthtJ+C0KZ9NZAuqEk8NEuzuRid340parCPtFuseUhXrUKEOFelYXxBCtwORw7fmkLUQgGRywLq71h247r4VERRAkzs23LPZVceoqI7otiPuGF1sO120qWK8x0BV4qlBgt2d6AixzlTeOgFnnVD4O1LoO5JIRxDoMHHW22Km/SO58XgYnxxS0NVqn0gMUAWX6/tpDtwoWtMFnEV13HHddrTcdqy8Nok2QeQcJNhERkh6Wsd4+6cr1pGctLmdUJEOFXNzRXe0QVssIW9dgE2CbYiyJkK6sAIQhuE2OW+OiI7b4raBoHBHyW2HkWReu0sNrkJ0S9Tvs+kWnWXoYnIIEmwiOpmYgzkdZx0r/G0WanPYO9RRMxYu0JLVWQtD5EMdeIRwuYmwXLUIcdeKCMb+hDAVnQkwXcCZ0Bw3V5WcKcE8tyIAHuK2zWHyULcdr4q8I3LalM8mUoCqxFODBLu7kOlweKb7W+vEEutoQ3tGEusYjjqiUJtFWRdp/Xy6gGuvBWOq242U3zZjFmgFqggDhnAKWTFeM0UA3CzewnDJLJJwC91x69emhLvtUFcdIUQeU7QzRcb7e1NYvLsjkNz0mNHa6GmQYHcHOrHQLJ0is6jFZSEh8IRcdSyh1l4bTppzY71gTK3eZswq1IxBMPWcIsp1Mk14mQAgdMHV1gsByEEnLRTNUevOm2uvYwm3HiYH1Nehbju0C1gEkYtbjJapfHamIdEmiDBIsIlwOiIUnqizjiXWkVy1nqPm3CrUkibS2k9wHlxn07dpoi2pYi64Kt7CEHeYRDvk9gRMYq3ms5kcDIXrr4WiBNcHVMEWsqKJNweTtRC4rFiEW0CBERZP1G3rIhfLaUfr8kWhcSKLUEg8NUiwCSuZCIWn2kYKYh3mqk0CbYi1pIq5IdQ2rgp02E9duBEUbEkLkYd+NgjVSTMZQcFWtJ8BTbADCpjCtZ8mJ80YoDBAViBgKl7ThZtz9XRCqMVpZretF6XFE+2kn30GBJdEm0gUiomnBAl2rtNJ4fCo7jpOkVlSzjo0BJ6AUAubpL62SUH3LEmAjUOxaa/tHIrEoDhUoZadqtuWHVDX2wBhU38XNt1lw3DZqrtWQ9NMBrgswAIAD6i/Sz6AyQKSVxVuyasKNvOrbpsHFCCggMmy4cIRkDUxlzXhDg2Ta/lnvSgtJEQez2lH7PKVYHevTguNU1icICyQYBNJk1QXroRm64rirNWThQm3RaxN+Whz6FtIkhretqlOW9g4FIekCbMq3LKLQbExBJyqSMtOBsUOKA6oP22AYheqWEvBL/QMqlBDAbifqUsA4D71teQV4AEGm12ABwQEZ6qAaz+hXb6aL1cAmamOWlaChWlAUFAVRa1Dg97lS9YENyiwKTntJIrQqKsXkVEyEBIPy1P1AEiwc5lMuusshMIjuutknbUh0qbCMYkDkqTmmu2qs1YckirWdg7ZzqE4OGQXh2xn8Beowuxzaz9LBOQ8BazEh7wCH3oXtaCmsB79XA0Y7KpDL1tLxPs5GCjEFk8FdrSXYXdrMeqaCuFpc0DUOyC1czgaObgfcDQJcD9gbxWQ/AKSRwL3KZD8iuq6Awq4TxNaP1dFVJbV/LaiCbMu2nqXL3NeOxGnHa1yPNLfMJ2wdpzuYsm3Ry67O0IjnaUGCTaRFBkNhSfirEPD4IaTZsGiMt1Vc26Ev4VdgmLnkJ2aWDsZ/PkcslMVatkJeMoVKC4FUrEfeS4f+pQ0oTKvGUML6jDMtReDHHUYavOjVMqPeMv1ch02uXZia34FNhZUY1NBBWrbi7An3w2vx4G2Iju4h0Oxc0hedbAUycdg54AkqWF4iTFwxtQPnwBTQ+1a2FtAqzjnUN2EJIHJcoS8dgynbX7m0YrQunponCAIACTYuUsn5K5TFWvr+uSdNTOKxyRrEZnEAbtNFWqn6qxllw3CxhDIkyC7OPx5qqMO5DN4ywT8RQKu/k3oU9KE2wa8ixpbIxxMAQfgYoDEGJyMww4JEmOwwRX1ebi5C6MdMkbYa+Ev2ANvmQJZCHjU3l3wCY6dgWI8+P1U7G1wo3VHIewtDM5DEmxtAvZWDnubmuO2tXOwgIDkCaiV5V6uVoszpjptxoxKcibLal5bBiyiHc1pA2FOO+xv1ZVFm1x2t4OqxFODBJvocGJO5hG6PYKzDisu08Xapoa9wVVHLaSgo/YXcATyOHxFDL5iLexd4UNBcTtGVuzFoIIDOMbZgHKpwHItXuFHm+JHo/DBD8AvABkMcsiHg8QEJAjYGWAH4GIcxdwBJ7Nb9ustNWBc+TZszSvHOqkarY15kF0OOBoYFDuD4AI27b+Q+xQwRQKTmVaMBjAhqU5bb1CrIlfHJ2fxnXaMZ57QZCEE0REIln4OmgSb6JEkkL9OOxQepSI8rOtWLGdtk4IhcLtNzVE7bFBsHHK+DYqdw1ekhr89pRw+N+CpUFDQvwmT+mzHxeWf4QfOFsM9O5lVrAFgT8CL1d4+2O4rR63fjQZ/HloDTvgUCQGtH7SNK3BwGQU2L0rs7ah2NKDGfgjHOPdgoN0q2OVSAX7bezXkcgH/ABmfe9xYfPA4fLZnABp3uOGq43A0SXDVM0hetTiO+xU1VB7QHDXnEP4AoGhpgYD6DBkQ3WnrXb7iVI53WGicungRRMYhwc5FulqxmZl4VeGRBNws1vo1RXDWhljb9IIyCYpDzVUH8iTITgZvMYe/gKG9WsDfK4Ca/gcwomwvjivaikG2RhTzQgCALBT8z9eGNmHDPtkNv7ChSXZhh+8IbGnrjf2eQrT4nGj1ORCQOQIKN0JwjAnYuAKbpKDA4YPb6UEvZys25lejn+Mg3JIHdhZAldSEIu7HYFsenNr9DrbXY0LxJti5jG/yq7EzvxyBg2pY396i9uWWvFo1OWfgmqAyIQEBBPPakZy2uXpcE23jWSdSOZ7poUszKdoUFu9WUNFZapBgE3FJ2F3Hm9TD2C8kb623E1pgFuqsJUn9XRNqYZfgL1SdtbeEI5DH0FbF4C1TUHHEfpxW/R3u7f01JOM6C41LaBc+vNZ0NLa1l2PdwWq0eh1oa3FC8UmAl4MFmLrITO1vHfLh4GFqEdkhSUDY1GWZcxi4Q0Z+oRcFTh9G9tqLIfl1mFW6DoVMzYUPthdisL0OM911kPsouLtyNJbuPRx1zt5wHlK/kNjaBQAbJJ8Cm/b8OdPdtayKttlp6wOs6NXjevcvrkTOZ4f8jeJOEtJVctlE94EGTkkJEuxco5MGSkmWqFXhkSrCAYvLtgwzGuqsdVedZ4Ns5wgUSAi4GNp7qyFwZXgLakqbcFafdRjt2mESa2Ct14st/t7Y7ivHAX8hltcOQWO7Cy0NeYBXAm/nkAIM3A9tQBRmjGSmjmymtiMYtM7YgJAYFElASIBilyBsNrS02tHilNHqdeB/eZVoDOSh3N6CAY4DGGzfjzFOJwBAYhwnF36L4po2vCWNxN56N1p5IRxN6pcEm0cVT0n7IsS101oqyGUlWD1uCLWwiK5FlFPp6tVVIJfdbeiJRWeHDh3C5s2bAQBDhgxBWVlZ0m2QYPdkMp27jkSkqTKNbaGFZSFdt3ShDhVrh4SAS4Li4PAWcQTygfZKAX+5Hzce9SlG523HJJffItYA8Enb4fj40FD8r64S7a1OoNEO7mNwtDPwAAP3qRXWLKD91BazWOvooq0PYyq4Ojqa4OoIaopNQvshO1odRfj7/mK48n04sqIWE8s2YYxzu9HOGfl+nJa3CaNdO/C1pz/+3HwK5AN2SB4G2c7A/epgLzYhjGtgQqjumpuGNJWkYD9twcLy2cbfIkr/7JhQLpsgUmbr1q24/vrrsWTJEuOLMWMMp59+Op588kkMHDgw4bZIsInMEK3PdQQsoXBzkZllBDPToChagZnurAMuCT63hEAeR2sfBl+pwNgJG3G0eycmF25AGQ9AYoXYFWjB175ybPT0wca2Sqyuq8GhhgKIege4h8PWpo5QJnk1R+3XRFoWQaHWtSZUl7RbFJrtFRzaJCLqKGlCYpC96ghqAa8T7S4H1rQ7sL2xDP9rq8aQvDoMc+3BMY4DqLYVYrijHlW2ZijHc3zV2B9r2OFwNDAwIcHepuf2mfpYRHAMcQYAkuao9cFVWEjluDk0HuNvErMAjSAyTQ94i9XW1uLEE0+EzWbDvHnzMGzYMADAd999hyeeeALjx4/H2rVrUVlZmVB7JNg9lXSKzeLkroPrw/tcRxTz0CIz86AopgIzYZeMUcv0LlveXgpEpRe39HkPxzntgNZvWhYKamUHvmgdjM8ODMTW2nIEGh2QWjnsrRzcpwo1l6E5awEeQHCMcBF01wCCc11rGFNu6mLNAMHVQU4Uv+q0uR9QJID7ORQ7EPA4caDZjiVN+dhSWY7G8jxUSU2okBT0sxWiH4BRvTbhi8INuKRPf3glJxyNHACH5BWQZQGmSIarZQGuTR6iiXOkIjTzY45WNZ5I3+x0nDK5bCKEnhISnzt3LkpLS7Fq1Srk5eVZtt14440YO3Ys5s6di/nz5yfUHgl2LpHl/HVSY4brx4RWgcerCg8NhXMe5qyFwwbFoRaY+Qsl+ApVZ+3tpWDiid/gnF5rMcwegNojGtjmb8HChuOxvqka3+ythrfRBalRgrOVQ/JoQh0AuE+Ay8EQOJeF4aqNaTN1zQp1p7rD1kPjLOi2FUntXy18qmBLPtVpS14OuZUj0MrxXWs1th8sxfrqahzl3ouZJZ9joF0tihtmD+CRExbjjYNH4xMcBedBDsEkOJvV0dHsALgmuCygqE5bH4ccCBahJRkaTyWXnfXiM8pjEznEW2+9hblz54aJNQC4XC7MmTMHd9xxR8KCneE+PQQRHctoZubBUdSNhnjrRWZCE2/Fpg7vqQ41yhDIB3ylAqLSi3N6rcW0ghYU8zzIQkGL4sFOuRCfHzwM3+6vhPdAHmz1NtibOWxtgM0DTbTVWbW4H+r43n7VYauLMBZ1di1V2C2LeZuxqMcb7fkByaedywPY2gFbG9RrqbfBeyAPGw9U4PODh2GnXIgWxQMAKOZ5mFbQgrPLvoao9MJXIhDIBwIuZjwHxWZ9RuozY8HnCKjPNuSZx0tXEERWEBlaEmTevHk49thjUVRUhIqKCkybNg0bN26MeczChQvBtN4Z+uJyRR/5MBK7du3CqFGjom4fMWIEdu3alXB75LB7IpksNkskdx0aCjdEOqQq3BgXXFKrw51aGDzfhkCeBG8JR3tvjvZKNWd9S5/3NGetfnutk9vwmz1nYlNjb+zcXg7eKsHVoI7jrYs0DyBYBR5QC7mYLCwhcH1uawAJhcQBvfgMlhA5D6g/FT+DkAQUPyDZANnLIHkZbG02tHnd2FhQgLsC0zC0eD/mVL+HapvqtCfn1+LlExfgoV1T8V8xFHIt17pv2WCT1O5czC+rIXGZqRXjgOq8AQgowdC4KSxtCY2H/nlj5bKp+IzIGHpXi3TbSIyPP/4Ys2bNwrHHHotAIIBf/epXOOOMM7BhwwYUFIQPoKTjdrstwp7sF16n0wluii5+//33OPbYY7F//35je0lJScLtkWDnCrnkjGJVhjPrNktVuNllm5yj4azzGHxuwN/bj6PdO7WctR2yUFAnt2Gj341vGyqwv74IUrMEqZ2pYu2FNvVl0EGrIXAAQmg/TUItTAJthMRDbsMo2da3MzAlGIpmDFAgtEI6oUVxGSBM3cIA2GwMsiJhz8Fi+BWOjeVuAE2othWimOfhOCdwTPFOfNX7MEjtDthbGGztDDygPhsmCwjO1eu1PEN1ndrVi8Homw059EaSqxjvClBYnDDR1NRkee10OuHUuk7qvPvuu5bXCxcuREVFBb766iucfPLJUdtmjKGqqirlaxs+fDi++OILHH744QAARVHg8XiM7evWrcOQIUMSbo8Em0icZNx1tNy1/pOFhHAlDmFTJ/BQxwWXILtskJ3qcKPeYo62KgZleAtuPOpTTC7cAL3ArF348Js9Z+Lbhgrs2VoOqVWCs17tpmVrgxGe5n5NqA3B1nLWsibQml6p+WsR/F1HEdb7QHA4Y6blsRkAcKFO2iGpDTBZrR7XK9F5QC1M4151cBaljcGr5GNPgxO/xjQML63Fo32XopCr93e2+2u4jvfjqYIT0aYUAorqtFlAgsQZpIBWdKZNx2n0z9bD4Yqpb7bZNUcZAS0Vl00QSZHBgVNqamosq++++27cc889MQ9tbGwEgLh9oVtaWjBgwAAoioJjjjkGc+fOxVFHHZXwJV544YW47bbb8OyzzwIA2tvbLdsXLFiAyy67LOH2SLB7GumEwxOBh7cfMXdtrA9x18YgKRzCxoJTYxaoI5jVlDZhdN52lPEAALXAbKdciE2NvVVn3SrB1q46asmnibOel5ZhctYwBkVhiggWmOn9nc0Dj4R+sMjqCkOggeCoJoypk3Ywoa7Qb017KdQRTyAYA2cCkk9tQfIAgIT99UXYxBWs7u1CjdSCgfZClPEARudtR1XpaOwuy4e9icPmVfPZXBaAjWt9sbWf0Vy2brA5i9zNKw2XTWFxIikyKNg7d+6E2+02Voe661AURcHs2bMxYcIEjBgxIup+w4YNw3PPPYdRo0ahsbERv//97zF+/HisX78e/fr1S+gSr7vuOuzZsweyHIxsnXLKKcbv11xzDU477bSE2gJIsIkMEG8I0uCOujiHu2tjcBQpOOxoIE+Cv4DDU8rRXi1QccR+nNVnnTYoSiFkoWBhw/Fq0db2ckjNQWdtb9WKvryqk+YBGP2rVYetOmqmCzbU7QDC89ZRPlj02xaMaZNtqDsLSd2g57IlRUBwLRzOAaao4XMloP7kfgBgUNoBL8/D9mYH5trOwvG9vsdd5evQz1aIasmPVX2+wesKx0FvBZiidvUCgzrLFwN4QO2Hbc5lW1w2lHDRTHTIUoLoorjdbotgx2PWrFn45ptv8Omnn8bcb9y4cRg3bpzxevz48TjyyCPx9NNP47777kvoXC6XCw8//HDU7WeffXZiF61Bgk0kRiJ9ryPkrg0xDzk+1F0bw49KTB0kxc4huzgCLnXIUX+vAE6r/s4YbnRXoAW1sgPrm6qxq6EEvFXNWRvOWs9Xy0INecsi+Lsu1krQTQe7cUUR7UgIVazV/LHptSyC7psBAgwM6pcGIamRd8YYOAREQHPYPrVJycMguITdjcVYb6/GWvca9JF8qLYV4ui879Fc7cJLu8rga7bD2cDV8Lqdq5OESGrFm5BMOW2zy7b8LeW4Q5Za/tYUFicySSdNr3nDDTfg3//+N5YvX56wS9ax2+04+uijjeFFE+W///0vNm/ejLFjx2LAgAFJHRsKCTZhIa1wuJlEc9fmblyaWAu7Oq+1P4/BV8TgqVBQ0/+AZSKPr33l+KJ1MNbvq4Znf55RDW5rUx204az9WijcJNZqYZkwVYcHRdoQaLMeRRNtpgqxem/6OuiRcC38rbehCaJQZ+BiIqiLTFH7bbMAg7AxcD9Dy95CrA9I+Jf7aIwr2Ixqm1cbxvRrLKsZij1tFXDWczCFwdamibIWGmfaFyCmKFrcPsFcdprQhCBEomR7ti4hBG688Ua89tprWLZsWVLDgerIsox169bhhz/8YcLHzJ8/H7fccgvsdjsYY3jzzTcxefJkPP7445BlGT//+c+Tugbqh50LZKpCPFNTaaYi6qHH6O7a+MkgJHVWLn00M38Bg68EKOjfhBFley1jg2/09MFnBwbC0+CCrUUyqsGNAjNNoLku0iaxVl8HfzcqxGWt8EwWxieK7sIjLkpwP2jHqu2a2jStC55b/al+kdDy63p/cK0Lmq1FgqfBhc8ODMS33mrLoxvVaw8K+jfBVwL4C7Q8v1111kLrEmd9tgmOTJfM3y9VMvUezKVeE0Q48fpXJ7okyKxZs/Diiy9i0aJFKCoqwr59+7Bv3z5LEdj06dNx5513Gq/nzJmD999/H1u3bsXq1avx05/+FNu3b8dVV12V8HkffvhhPProo/B4PJg1axYeeOABAMDo0aPx/PPPJ34DGuSwifjE+JCNWh2ubzN/0JtHNTPGE9cExRwOd+gDpDD4igUm9dmO44q2Wk6zsa0SW2vLITVKsLUySB5z1y1TztrsrHVHLQcFFTDnrkMqwxP4Cq8Wk2k5a/0TRGFgXKihcN1mh+bDAwyQBDgDhGCQuIAiGLhX3cfWqobGt9aWY7O7Eij9HoA6w9dxRVvh7yNhWXExbG0MspOByRzCxtV74pqTZtowpYJpfa8RdPpAePFZrGrxsBunsDiROzz55JMAgEmTJlnWP//885g5cyYAYMeOHZY+0/X19bj66quxb98+lJaWYuzYsVixYgWGDx+e8HkbGhpwzjnnAFArxl955RUAwMCBA7F169ZYh0aEBJvIDBGqww1Mgm+ItZ675nqXLg5Fm41LdnH48zk8vQTkSh8uLv8Mg2yNAArxldeHT9oOx+q6GgQaHabhRoNdt3hozlp3uOYQuB7+1sLjQLBKHEDEb+96uFyEfknRcti6eAsIQNZ0XKv1MkLjlkPVSnEFAA+oYin51HbUXDaHt9GBz2sH4LH8WkzK34gxTicm5m1FH1s9Pqg4Al6vA65DHEwBFIek3pdfVkPkMgNTgs+amW8rluDmUp9sIjfJcg47kQLKZcuWWV4/+uijePTRR5O9Kgsnn3wyPv30UwwcOBBlZWVGn/GtW7fS9JpEdkm4OlzdOdyph4i3GhZXp5WUHUCgUKCguB0/cLagmKujf33vL8enh4bgUEMBpFZtFDMfjGFBzdNiGs7aFMYOzm0dFGuLozbXVkX5J4846pmxSi0xU38TFrcNrTYNAlqOXACyOsgK07tNBwAw9Z6EBEitHPWNBfj00BAc5jiAMU6tq5fUhIJiD9rr7ZAd6jMT3BS1MC+Wi9e/QYTcG1WLE1nE+H9Ms42uzmWXXYY77rgD27dvR9++fREIBPDqq6/it7/9reG8k4EEu6uTxVxdygVn8arDw8Li3JJnFTYeDIXruetiBlf/Joys2As7JOPw7b5y/K+uEqLeAbvmrrnXHAoXwbG+w3LWmrPWQuDBYrOgUAeLzhL/NGAQxj0KPfzNoAq3EEaVuLaz5UgwYYg0hCrSgBoalxhga+Xw1TvwP1clvi8rBwpaAAB2SBhRuRf/VRh8u91gCuBoUovPuFebzIPzYFg8VJCNrl5JVIsn8iyyWXhGI54RXZzp06cDUAdz0bnuuutw4YUX4sEHH0y6PRLsnkKmin2SwSLUJuHWc74mRyi4tkgMih2QnUCfkiYMKjgAiTHIQkG78OGAvxDtrU5wjzpFpqXrluasjfy0Hu7WhNrabSsxsY73Ld6IymmV10wIk+MWQVHRun/pThuKZrcVTcwFs0QGuKx2+eI+gHsY2ludOOAvQoviQR5zQGIMQwr2Y39JIfY53cYc3PpzZNo0pYKbwuL638Q89WZnzH1N+W8iyaKxqG10cerr6y2vHQ5H0hOImCHBJmKT6NzXxvY4XwzMI5sZ44WrxWayk0N2Mfjc6tSZtw14F8c4G+BkBfifrw2vNR2N5bVDgEY7bG1MGyNcBN21HBRvWJy1HhoXxnoAhliHCnWYSMfq1mXaZMxTrT0CfQoOi9Pm2hcJU0ZZgIEHBIQEtV+2EOB+BsGEOklIK4ev0Y7ltUOQz304v3g1DrcXYHavz3Bi4Xe4odcV4D712TGFQ2rnELISnFTFiLfHcc1xt1N/bCJDdFI/7GyTzIAuiUCCTXQs0cYb1122HhbX3KBiU/PXcp6CGlsjyiV1Jp1mYce29nI0trvAfUzrugVjuFGjYMxw0uZFF2REdNbqtghiHS/cag4ja8cKhmA/ZyDcaSsMkLRrEsy4XmHk1wWY5raDU3kC3MfQ0O7CtvZyNBep836XSwWosTVAcQkoDn0ebj2XzdVBXEzXp/8NjGp2zsLmAiEIIrN8++23WLZsGfbv3w8l5AuxOVSeCCTYBIA08teR2orSncv8u14dDomZHDZDwMngLxaQiv1wsOCbe79chHUHq9HSkAdHO1MLzXwwxglXq8JNhWaKGgq35K31ArMIzjqqUMcTbXMe1eS4hSIiOm0B9VwC2uxeTPXaTHPdXFZn+VKn5tRGbvMCUjtDc30+1jmqsb9XEQAvAMDOFLBiH3wtLgRcDDygDT4TUMAkrQJfUdS/r+5I9N+jde9KExpAhYhLDwmJL1iwANdffz169+6Nqqoqi2kRQpBgEx1IJkQ9tHo5NH9tU911nstnGdXHL2xo9ToArwQeYCEDoQQrwJklJ63/DPnPDnHWUftdJyJg+hCg5v014RahTtvId0OtHNf3g/namTE3d7BgThVi+DhavQ54hB2GYEPAledDe54Dio1b8tjmZxyxYjwVOiPnTXQ/eohgz507F3PnzsXtt9+ekfZopDMiJWINmBJcF6H/tXl/LWwruDokp2yHOghIiQ99SprgMu3eJLvQ1uIEb+fWua1lYRE3Y0IPORget3TfMvpcC6vwhLpq82slyhJtf8uxwlLoZlyD3rNKu1amXaf5S4g+aQn3a4PCtEtoa3GiVQnORmRnQFVxM1Dih+xUn6Gwac/UPNqZ6blbUxNRuuBZXnb9XCFBdEUOHTqE888/P2PtkWD3BDqyQjxekVlo/2seItwcalhcy18rdiCvwIfKvGZIjMEr/Njmb8EOXzkUnwQWCFZTm0UPQg8rwyLKLEyIrY47ZoFZqDCHEkm4zbdurs8y8uvCsi60ap2F3BPM/cr9DIpPwnZvObb5W+AVfjgYQ3V+E/IKvFDsgGIzuWvznyYsTcHDhDmMeH/bdOiMXgtE10FkaOninHfeeXjnnXcy1h6FxInoJPuhmkiFuNG25gC1n4IDig1QHEDvohYMLaiDk3G0KX6s9vbBlrbegJeD+9W8NQtx1uY5rVnoP7MQ4cIcKRQeKtaJoiAojnqI3OjKFRIah1acZo6Rm65ZCLPLZsGxyAMMPADIXo5NbRVY7eqDEr4PdjAMLajDbncxDjiKodigTuspBZ+txSFzDsgxKs2S7X9NleJEKvSQKvFhw4bhrrvuwooVK3D00UfDbrdbtt98881JtUeCTWQfo08wrDlsG6DYgZrCegxzqQOmNAoftvvKsd9TqLprU39r60Qcuos1hbr1cLiOrsfxcrAR9Cfi6Gahx8T6vqIIbfpLWHLZ+uxeaqOmgrTQe1O0LyoBhoPeAuz0l8Hj2oNi7sAw115sKqhAna0vhA3WHLYxi1jX/3Ajeg49ZaSzBQsWoLi4GCtXrsTKlSst24QQJNhEF8VcAAUEB0zRBYup3ZIUG9DP1YBBjjpIjMEPoNbvRovPqbpMmZkGR0HU0Fh4oZmIud74GSLW8YYntQi3LtohLtt8jIi2XoEq6LDel/leuczAAgxNXhf2+krgByAxhkGOOvTNa8Bqm/oM9eepzqwZUqFv/kkQRIeSygQfsaBEEpFRLEOSJgJXRVtI6qLYBQa76jDU5oeT2eEXQIM/D60+B5jMwkc0M4fAQ761M0OkI1xnSMg84r0kNFtXlH1i5clN68Ly6aYvIMx0T3rOnskMbX47Gvx5kAVgg4ShNj8Gu+qg2IXxHAVD4lX9lE8msk0PyWHX1dXh+++/t6yrr6+HHCstFQP6TyWyjhGu1fPYPJjHBgd62VpQKuUDAGQwtAacCMg8pqM2Y8lhxxLd0G2ZSMWGtpHg+UNF3fqFAobLZgrgD0hol+1QTTlHqZSPXlKLKtQclmdqmRUtDlQNThCZ5dprr8WCBQuM1z/72c9QXl6O8vLysNnBEoEEm0iahD/YQ0UiynFGWJxDm/wiiCwYfIqEgMItjjPYb9kU6s7gN+5E3HUq+0YkRJyt3cBEyD0DAYXDI9shm2YSkZhifOFBrD8PiTJBZI0vvvgCP/rRjwAAX3/9NV5++WUsW7YM11xzDX75y18m3R7lsIkugz5SZygBhUOI4PCfMcnlQT30wrQ4CMGgCAY5tErW9DLhAtoEB0KhaTaJTMKQgaKzjFxJx3Lw4EH06dMHAPDuu+/i9NNPx0knnYSamho88cQTSbdHDpsgCILILnq3rnSXLk51dTW+/fZbAMC//vUvTJ48GQDg9XrDunglAjlsosvARORvzTaugDG9KjtOI5wBco46wQSLxBgT4ExACrUoloK7BM+ZYESC3DVBJM/MmTNx2WWXYejQoVi/fj1effVVAGqofMSIEUm3R4JNJI0QIrE8dmiIN2o1Now+0yykeFJiAg4uw8YVeEzdldSfWhcmaONyZ7BjptDmr05037Rg1t+FqfuVfo/CdO82rsAl+SGZFFoW3Dr6W9SLJeElugCZqPLOgbfyXXfdhaqqKmzYsAGPPfYYqqqqAACnnHIKJk2alHR7JNhE1mGKUB2bXlSljbetC87BQCHq5Tq4uQsSBApsXtgkrajKPNCIRqjrFvropwLB/tARLyRkG0f6leKhSaZYYm6euSfWPelizdXFbpORJ/nBAchCQZPiwUG5T7DLm+mZ6uOcswScNLloImv0EMH2+/2YPn06XC6XZX2/fv1Sao9y2ERGMT70Ex2uUhsilGlTY3I/wxZPBTYF7AhAhp0BJfZ2FDh8EJIIdl3SxNsQNhbyGkGnGimMbhXEaNXrCRSARdsnhhib14nQ/UxfSMyuWq8AF5JAvt2PXvZWSAwIQMamgB1bPBXgfmY8R3UykQQ/0WhoUYLoEGbMmIHbbrvNeH3vvfeiuLgYI0eOxH//+9+k2yPBJrJD2IhiusOG8W2bywLcD+xoL8NWXwVkIWAHUO1ogNvpgbAJKJIIinUUxw1EEFJDvKN0NTMPlxrSTiRRjrg+dBhQyxjezBLqDrtWU/7afF/6lxPBod67TcDt9KDC0QQ7AFkIbPVVYHd7iTo3uGmWsuDMYCHPnpw00clYht5NY+nqrFixwpita/Pmzbj//vvxxBNP4JhjjsHs2bOTbo9C4kT2MQ8DqoVrmSJUwQkAu1uLsbGgGv6CPXAxjhr7IfRytkLYrA7bUjDKAQimaiGHKlL673peXA+Tx+vKFCE0HtdtJ/rV19xMaJ9p05cASyGsLtw2QNgEejlbUWM/BBfj8IoANnqqsbu1GDwAdbxxYzIUEbwPEmmiK9FDQuK1tbUYOHAgAOCtt97CxIkTcfnll+OEE07A2LFjk26PHDYRnWRDpfFmeTJvF8Ecqz7zFg+o8z7XNRViU2sFvEJBPrfjGOceDM2vA5wKFLsmXBIzuU99sguryBnoY5ab4aZ1ER1xEvcdOo2l6adliFBLqNt0rjBx1idEgTHzlrCps5nBqWBofh2Oce5BPrfDD4GNLZWoayqE5AUkP9TnKQvLMzZI5m+UCBROJ1Ih3pCjiS5dnPLycuzcuRMA8PbbbxvdujjnKY0sSA67JyCUjhsvWlFiT6sptPJvXdWUkFiWyWXzgAD3M3jaHKhtL4IsBJzMjoF2O/o5DoI7ZAibzRAzmEPimgtlgFFxpldYM2Nwbm09ghXggoWE1syFaPptRdOkOAVmkfLp1tx2eJhchNwTTCFxYRfgDhkDnAcw0F4IAPAJL2rbi9De6oRDn3bUCIWbL0ZYowpCie+6kxXvZCChJ3oA5513HmbOnIljjz0Wy5cvx5NPPgkAWLt2LQ4//PCk2yPBJlIirGtXyAxU6joFgBTc39oAoChadbgACwhIfkDyCoh6B/bku+Ex6Ylb8iC/0IuWNhsUB4diBxS/OjsVU4QREgdXZ74SElNdphEiZ7pUA9qsWUwPnQNWodbvI1S4oxEtLw6E5a4Nd23OU0vaeiNaoOes1dnLFLs6T7iSJ6Ow0IsC7jWa9wtgb4MbaLBD8qrPkAW0qIX2jC3CLIS1GjyScIZOJUrhdCLD9JTpNR966CHk5+djw4YNeOWVVzBo0CAAwOGHH46nn3466fZIsInEUUTiM0BFw9TVSH9t5LBlAR5gkNo5vB6HxSDaWQAFTh9aHHlQbEILiTMILox8NmOw9McWTEtbMwbGRXguG1AFVatUDxPqWF3CdCyh7ZCKb/OzCsldh1Wwa9durgo3wv0SoNgE4FBQ6PLCxfxGU34weD12SO1czWHL2rMMecaWZ54OuTz0K9F1yMRIZTkw0pnD4cDcuXPD1o8cOTKl9kiwCQBQRStdMdbb0vtUc5MA6oOo6H2EFQEhK4CWb2UBBZJXwGYXcDRytBc64BNBa1slNWFkr71o9TrQfsgO2cvA/YDwAYpg4AFAgQCTAIAZ4XEhtH7fUAvSDJet/Qao2QKhCVGYcCeSZ4rUhcvirGFx14Ywc7U63MhZS4AiqY5bsWl5awcgOwE5T6CotA0jyvaht9QMwAEA8AsO0eiAo5HB5lGfIQsoanRBFoCsqAVoikmwlRDxVkRGXbQgUSeIDoGKzoiOxfThLUJCswCMsK3ustU8NsA9DNsDpaiTWwEARdyPIfl1KM7zQHEINVSsCxw3FXLpYWbLogknh7UozOJ6QxyvsU8MwQ7Zbhbr4D4h5+T6viysEtws7GpIXFtsgOIQKMnzYEh+HYq46rDr5FbsDJSAexi4T+3SZVSIa+mGUGctQoSaIDqFHlJ0lmnIYROxCS1YixcWj1eEpijBULOiqMJiOGwFgjM4mgQUO8fD30/BuPJt+G3v1Rhsy8Os0nVoDOTh7/uLEfA6wf0ckk8tIFP8avUYk1UnLSlBB63+ZzN16FOurReRnbZ6y8FPAovjjvR4Iop+ZGeth8KNPLUW1geH6qi5Js4S0/LWDLILCBQoYCU+nFy5GbNK1yGP5cEr/HjswDh8fvAwOA9wOJoFJI+A5FWCDlvPX+tLuhXioQJPhWNEivSUHHamIYfdU+iMD9fQqmTzAB76cJlK8Hcjj+0HJK9aTLW5tTdkISAxjkLuQrm9Ba58HxSXUEVNE7iwEdA4CzpqbnbeIdXaJqcddOJW1xx3siAttG1pI9RZ69t0J81ZUMT1LmlGN66QgjOXgCvfh3J7Mwq5CxLj6oApbeXY2+CG5FO7w7EQh62nHiwuWxHWv0VnuGwSeiLLzJs3D8ceeyyKiopQUVGBadOmYePGjXGPW7x4MY444gi4XC6MHDkSb7/9dhauNjok2F2dLFboppx71J1ZpNCrWRz0fTQxMSrFA+rCfQoknwJ7q4CjUcC7oxDf1FbDj+CMIAMcB3BkRS1YiQ+BAgWyC1CcmrDZmGUJVlwzU5Ga+rtRkW24X2YIumAMQuJBIY6zGMfoXww0MRamLw6h5zdfm/maZbvmrp0w3DUv9eHIiloc5jhgPAc/ZHxTWw3vjkI4GgXsbaq75r4IDlsx/W79g1v/Vua/YYpdurKav6bq9dwlyyHxjz/+GLNmzcJnn32GJUuWwO/344wzzkBra2vUY1asWIFLLrkEV155JdasWYNp06Zh2rRp+Oabb5K/3wxBIXEiZaLO2hUpLB7aH1tfZwnZqg5b8gtIPgZ7C0Nbkwufe9wYbK/HYHshBtv3Y2LZJmxvLMOBZjvkVg4mA5INgIBaiCaCTlVVZGFExRnUnwJa5bjW3Utdre0L7ZBkBjbQdzUP0mIKg4fl1k0V4GZnLbSctawXmxUo6F3Sgollm3CY7SAAJ7b4W7DFX4rWRhecLUwbMEWAy6YvQtEqw6P1v44i0NSli+gQMhAST0aw3333XcvrhQsXoqKiAl999RVOPvnkiMfMnz8fZ555pjEW+H333YclS5bgiSeewFNPPZXQeevr6/HSSy/hvffew5o1a3DgwAHk5eVhwIABOOmkk3DRRRfhxBNPTPg+SLCJzBArdx2pP7YpLC5kBYwxcL8MMEDySLBzwHlIgux0YPHB4zCheBMG2+swxunEGOd2/K+tGkua8hFo5WAKh+xVhZIHoOayFaZ+PRCaUhvXYvqpXRbTfhdQq8KZfkiiYhXWRcsk1DCFvLX+1obDlvRwvhb+tjHIDqZWhmvu2lbsw3EVO3Bj6XYATgDAJ+2D8J/GobDVOeA8xGBvlyF5FDC/Au6XwQJKsDrcJNxx+1/rdOSAKQSRYZqamiyvnU4nnE5nzGMaGxsBAGVlZVH3WblyJW655RbLuilTpuD111+Pe02NjY2YO3cunnjiCRx11FE48cQTce6556K0tBQejwd79uzBqlWr8KMf/QiDBg3Cgw8+iNNOOy1uuyTYRHxijJQWawCVaN27BNerwwXA9RA5U7t46aFxicHWJuBoYPhszwDYuYyZ7jrjNEPy6rClshzftVaDKQySVxVFxa8KJVPU61LFVwAB7Rp0LVJUVWZCWNw2AMNxG+Id69GEVpUDFlethsph6r6lOWtbMBwuJEC2a924nKqzDhQIyCUBHF55AEPya41TyELByqbBWLn7MDgaGOytApJXGKFw6KFwczhcF+t43bmSGTCF8tBEOmSiyls7vqamxrL67rvvxj333BP1MEVRMHv2bEyYMAEjRoyIut++fftQWVlpWVdZWYl9+/bFvbQnn3wSTU1NWLt2LYYOHRp1P5/Ph3/+85+48cYbsWHDhrjtkmDnAon2B47bToaGKE1lAJXQY/RqcUVR48GyAibLAAckvwIhMdhbORQbQ+MON77Jr4bcR4GkXf8w1x40ludhx6FSePx5sLWpb2XuZeBMQAkwcAjV+IMBkmGbEYyNC0BoI6Xpw5jqjlxPy8dy2hHGHjfC3wjmyIWk5bQtYXCm9bnWcu9aDl7Wc9eFMlzFXpxQvg1HOPdaTrv+UDXadxTB3QjY2lSxlvwKmP4MZV2sTT9D/xbJkqncdKaEnkL1uU0GBXvnzp1wu93G6njuetasWfjmm2/w6aefpnkB0bnjjjsS2s/hcODiiy/GRRddlND+JNiEhYwMoKKLhB4iV4QaEVcEwBRA4arrNfLWiiqjsrqd+RVIjMHeJiC4QF4tx878cvy2YgwmFf0PZ+T7cYzjAPpKjVhfVY2Ntgq0+dywtTKwAFO7eikCIqCHpPX6MAHITD23oqsqguOJmz9E9ALv0JB66K2aq8IBmEcr0ycYMQrPTGFww1k71HC47GKQHYC/SCBQIFBY3YIje9fix+7VqJT8AArxbpsTy5uHYfeOXsivU7ty6cVmzG8tNmOh+exY1eGRCtJSgAZMIRIlk9263G63RbBjccMNN+Df//43li9fjn79+sXct6qqCrW1tZZ1tbW1qKqqSul6Y5HoRCBUJU4kRqgzivThHCH3aakWD11v6idsdEXSw+J+tV+2zaPA3gzYD9rw0b6h+NrTH7JQUG0rxEiHHUe596JvcSOUfBmyS6j5XweCXb40YRQSCwqlWUD1Sm9J71plrfg2KrtZyMJD9jEfIzHLCGYwV4NrOWvDWWtdt2SHNqqZS0ApkFFT0oCjivZipMOOalshZKHg6/b++GjfUNgP2mBvhjaymfqszOFwS+5aUcJD25Gqw2P8Dan/NZHrCCFwww034LXXXsOHH35oTHkZi3HjxmHp0qWWdUuWLMG4ceOSOrfX68UDDzyA0aNHIz8/H/n5+RgzZgweeOAB+Hy+pNoih02kTcLV4kLRrGeIy5Y1AQjIaq8oH4cQgK2dAwJw1TMIzlHn6I03+SiMdu3AcEc9+tkKcWXp5zitaD3uCkzDnkNueJUCSB4AYJB8gODqDGASV8cpZwq0yDgDDwht6FKoVaucqV8eQr5jRHMCoSObBYceRbAvOFOFWf+pD46id9/SnbWvWEB2AbxvG/qVNeHXA/6NGlsbJFaIXYEWbPCV4s3dI1H3v94o2svgqldgb1Fg88jgPhnML6vh8ICsffExDZqiu2shInzxoupwovsza9YsLFq0CG+88QaKioqMPHRxcTHy8vIAANOnT0ffvn0xb948AMDNN9+MiRMn4pFHHsFZZ52FV155BatWrcKCBQsSPq/f78fpp5+OlStX4vTTT8epp54KANi4cSN++9vf4p133sEHH3wAu92eUHsk2D2NBPLYaYXFI1SLW4rPFGHMVKWuN418pou3ogABBhYQmtPmsLcIOOs5ahuK8LWnP6pszegHoL+tEGXcg6HF+xFQOHbXuwBIUNrVc7OANhKa1r2LyVDFWYHW7Qswis8UaNcC9VoktejMkC7daYYMrKKeyNSdSx/RTIJlQBRzzloYVeEwqsLlQhlVJS0YWrwfox0+FHJ1Cs0Dsh1fe/qjrqEQznoOm15o5lfAAgIIKOEiHequdeHW7iNhd50gCYXDyZkTOhnMYSeCPq3lpEmTLOuff/55zJw5EwCwY8cOcNNn1/jx47Fo0SL85je/wa9+9SsMHToUr7/+esxCtVAee+wxbNiwAatWrcLo0aMt2/773//ilFNOwWOPPWZ0HYsHCTaRODGGKY1aLZ5oLltWwJisVo37OaAAkicApkgQNq4JPkcrL8Sfm0+BcjzHqF6bAACF3IU51e9hU+9C3ImfYH99Ebw8D5KHQdgYFC8D90IdESygiiZToOa4hQCXYRSfMU3zmEnn1F+gTl6iw6w/gxN6mJy1BICpYW/BtUpwPW+tVYP7iwRklwDv24aqkhbMPfyfGGprMcQaAN5uHoW/fHESXDscyN8n4GpQYG9VYGu3umsWy11Hy11bblJ/aa0kD3sPEESOkUjEaNmyZWHrLrjgAlxwwQUpn/fll1/GXXfdFSbWADBq1CjMmTMHzz33XMKCTTnsXCGXQpRRhEBdZ90WmssOzualjzOu57MFbO0CjibAfsCOrxr74zOPjEbNSlfbCjHU1oLhpbXo06sRsltWu0a5VGFUc9vBamxFYsGZsTTnK0zFYMGR0qyjo4WNWsZDjtHz06a2FdPsW3o/64BL72stILtl9ClrwlFlezHU1oJqmyrWjUo7PvPIWNXQH/YDdjiaAFu7qRuXFo1g5pHjorlr87O3/D10Ic8hIc6l/wUiInrRWbpLV+e7777DSSedFHX7+PHjExoiVYccdk8knbB4Mi7b2EeB4Dy4TR9IRaguW0BRjaqsbZdlNZfs5erIZ4yp1c+wgSmA5GFYww7HZX3645ETFmNaQQsAVbQf7bsUq3u7MNd2FnY3FqPFUQhbiwRbK4PkARSf6ra5rOa2maK6bqaYctmKqWoc5g8G671Z57KGqQhNC4HrOWu7JtpObQQzTagDhTIKq1tQU9KAOwa8jWMcHouz/qCtErd9dj6kvU4UbQecjQocTQrsLQFwrwzuCajhcH/AEG89pSAMEde/IAUF2fiSFOnvnoK7pnA4kRI5ILjpoigKSktLjde1tbW47rrr8M9//hMA0Lt374Tz1wAJNpFFIuay9eHGLMOTat28FAVCAXhAATiD5FNg86jjbTsaGLySE28cPBqy+BqT82tRzPNQyF2okVpwfK/vsd5ejfUBCR67C4JLEJxDSNq03AEGwdRwuDrQiiriqmAzQ7CNHHaoqzOPbmYINrRQuNbnWp8C1Oi6pQ+KokAuCcBV7MWRvWtxVNFe1EjBMHij0o4P2irxxsEx4HUOOBrUQWRsHgHJp0YceMDkri3hb2F11InkrgmC6BAGDhyIjRs34rDDDgMAtLa2YsmSJcb2bdu2GdsSgQQ7l8jUACqJni6F4jPDZeu562i5bK7lsLn6WnBVoNXtWhEYY2AyBxgDF0J9syoC3C+BCQmORo5PcBSWVw7ByycuwHHaeAkD7YW4q3wd1rrX4F/uo/HZgYHYWlsOb6MDUiuHrZWrM4J5GLiszXSlqFXkUIIOW3fcQHj4zdz/Wp+PW2ghc0UfxcyhCrbsUl12oECBrA03OqxqP47v9T1+7F6NkQ47JBZ01hv9Ntz22fngdQ4UbeVwtAi46mVI7bKat/YG1Ly1N6CKdkA2wuBGKFwxi7iCmLlrJUY3r3h/72z3vaYvHN2DLBeddRZTp07F3Xffjc8++wwAcOjQIcv2l19+GWeffXbC7ZFg91TSGfUs0TmyI4i2JTRubk8vQFOCQm447YAqKIwzSFo+2d7GAHA4D3L4ZBce2jUVxxTvxNnur1HGA+hnK0QfyYdxBZtRamvFZnclvqjrj0MNhfDVO8A9TBXugDqVJ5MZuF8Ta1kEw+P6B4sIueYIzlpIwRC4kLTcuU0VasUlwEt96F3SguMqdmBIfi2OcO5FpeSHxJzYFWjBAdmOt5tHYXVjDaS9TjgaGBwtAvY2bbhWr6IKtT5euD5Airm63izSoX82cyg8Xu46k8VmFA4nQugp82H//Oc/x8cff4w33njDWGcuQCstLcX111+fcHsk2ERmSCSXrREMjZtcNhQIoc6XpQqPOpwnAyD8ATAhgWtt2jSxkbwCgklwNgD/FUPxVflhcJ3gx+i87aiW/Ki2FaLa5sWZ+d8Dpd/jj/n78PGhofifqxLtrU74Gu3gPgapnYEHmOa0ta5gutM2C7f5Hoy+1qZFqwZXHIBiE5DzBBSHACvxIS9fnSJzYtkmbSIPHXVQlA2+Unzt6Y+/fHES7AfsKNquDjvqqpfBfQpsrQFIXtkQbARka97aPMGHCBHuBELhMXPXBEGkRN++ffHll19G3X7//fcn1R4Jdk8mk8Vn0Ug2NA5tNi9JCg6oojAgoA7fx6GJJ2OQZQFnM4PkZ5BrOaQ2B54qPBFVpaOxqs83ODrve5yR7zcu5aT871DjOIjvy8pxwF+E5bVD0NDuQnN9PuDj4O0SmJ+pRWgBgMvBEHlY+M0cApeE1q8aEHYBJU8GHAqKSttQkufByZWbUW5vxmGOA8YUmTrvtjnxdXt/dVCUhkK4djjgaFILzGweAaldhuRVwsTamODDcNgyhGxyz0mEwuNCxWZEpukhIfFMQ4Kda2Q5j50qFpcdKtqh24Fg32zG1W2yrO6rTb0pAGMkNEA180yRICSmjozGoc6fLQqxuywfrysczdUunJb3NQBAYlybmrMFKGhBi+JBPvdhW3s51jmq0ep1oK3FCdknQfZy1WUHGJjMglXj5vvT3bUkIGzqAqcC7pBRWOhFocuLEWX7MCS/DrNK16GQu7QjVbGWNSFb3jwMH+0birpve8N5iCN/n959TVGL7NqDQm0WayaHiLW50CxESCPOyGUS65wpRMuV6yTi0t1D4s899xx8Ph+uuOKKuJORrF+/Hr/73e/w8ssvx22XBJuISypdvIDY3bzAuTU0zjRBFzIASS1Ck2VV6APQpsGE2t1LCHChzqNtB6DYOQAbbO0MUDjsTRwHPRV4aWcZlvUfiqPK9mKcewtOytuKwXa1uCuPOXB+8Wo0F9mxv1cRfEJCs5KHXb4yfNdaif3eQjT7nGj1ORCQOfyyBKHlsRkTsEsybJKCAocPxQ4PejlbcXhBLfo5DqGIt8PBZPSWmlHE/chjecatb/G34JP2QVjZNBjrD1Vj945esB+0oWgvg61VHRRF8gq165ZfAff41Uk9zGIdkIM5a3ORmSJb/zbmUHiiQ5BmsisXQUSjmzvsk046CTfeeCPuvPNOTJs2DSeddBJGjBiBsrIytLe3Y8+ePfjiiy/w5ptvYsuWLfj1r3+dULsk2LlIJl12pqbc1Ik39Wbc0DgLL0ILc9owvghwnwwoAjaJgQdUp23zMjCFw9dix572CjT2d0ERHH1s9SiXmmCHBIkxHG4v0C7Kq/1swzb/dqx29sFOfxn2+krQ4M9Du2yHR7Zrw5uqs365JD/yJD9K7O2odjSgxn4Ixzj3YKC90HSzDgAOeIUfXiUAP2Rs8ZfiP41DsXL3YWjfUYT8Og57M+Cq14S6Veu25ZXBA9oMXAElsrOOVGSWSCg81t8uk2QyHE7umsghhg4dinfffRdffvklFixYgHvvvRe7du0yTIzD4cBxxx2HK664Aj/96U9RVFSUULsk2ETmc9mRCtB00YhWNR6az4aimm2uFaKZnDa46hxZQG1L8nPVgUscLCBBsXNIXgFnA4eznsNXW4JlxcX4oOIIFBR7MKJyL4YU7MfsXp+hXCqwXHofmxMlfB88rj3wQ5sAC4AMBlkTbIkJSBDgUPt02wG4GEc+Dw99HZBb8YcD47C1rRzf1FajtdEFm9a32t0IOJqFOiNZiyrUtna1mIx7tC5betetkIFRwgZHiZC3jlcVHrfQjHLXREfRzR22zrHHHotjjz0WgNqla//+/cjPz0dVVVVSA6bokGATHU5CVePmUdBMoh3JaQNqryq9y5fg0MbTFpA4UwdAYfoIZmoFuK2Nwet1oL3ejv8qDPtLCnFi4XeosTXAzhRIEHAywMEY7GAo4jbYmQQbJEhRvszIQkEAMvxChl8oaFR88AkvvEIVeL/g2Bkow+cHD8PeBje8OwrhbGFwHmKwtwrY2oLzWds8sjrZiU8rKAsoluFZLQVmoc46QleupKrCCSLLdPccdiTKyspQVlaWVhsk2LlKJxSfpeqyretNBWim10Y+G4jutIVQq8eFACR1vHEhBBjn6u+cQwoogI2D+xQodg5bG4eziUN2MrgOqj99u93Y53Tjhl5XQHEJsGIfXHk+VBU3ozq/CUML6jDMtReDHHUYavOgVMqP+DyaFA82BezY6qvGRk81NrZUora9SBVnjx2iUe3v7TzAYfMB+Y0Ckhewt8vGeOD6fNbcJ6si7ZdVofYH1Hy9PihKaIFZPGetP1uLi06wz7X+N41Ap+Su6csFQQAgwSaSJO3QOGDNX5tex3PaRiGaJEEf2lR1n9qoaEJdB6GGq/UCNVkWYLI645fsY2Cy2lea+zgUB+BrcaE9z4FtrU7sKyjCrqISbCqsQN+8Bgx07keZrQVSSPxNBsOhQF9s8/bGzrZS7GktRl1TITxtDqDBDqmdw9Go9u12NAtwH1Q37ReQPNpAKH4FzK8KNvPrOWo1J8/MM24lItb6nyFakVm2QuExjicIgx4SEs80JNi5TKaLz4D0CtDi5MJjdvWK57T16nG9n7Z+PBdB962HzCUOBBRIPgZh4+ASh7BxKA4JgjM4nBxCYpBd6qxdAReDYuOQnS4odhcOOoqx39YHq22AYhfqTF7aaGbqjegjokGdQCSght8dXsAZUAd04QHA5lHAZQHJI9RwvVcBl1WRZgE11M0CCiBr3djk0GFG9Z+qOBv9rPVq8FjOWl1hfY0QsY72N0yHTIs1uevuCQl2SpBgE0mT1Bjj8arGgciiHea0mfGFQAiTaAMwhg1lTB1kRd8utC8EijpWOAQMcRdcrSQXXM1xC4lB9gh16k0btIk7mDHcaNhEtIpJtGUBFgAkvzqsqfHTK8AUVaiZoobA1bHQZUOkmayJslmoza5aF2tzP2v9ucZy1okMjpJEeJu6cRFE50OCnet00kAq6YTGAcSsHI/qtKFWiEMwCMatzlr7aXbagjM1vy2p/bmZXx2MhXtVoZba1Z/Cpv9k6oAo2nzX6vjgUCf6CL1VoVasM1n7XVFdNBMAC6hCzQJK2E817C0sFd9MiSPUoSFw/Tmn46y7et4aIHfdjemJRWeZgASbsJKJftmpthHNaetdvhg3ctfmvLbhqDlXBU/7AsMEC06NyUVQzBUFjHM1xMw5REAVd1WkmVWwGYJfNnQjr39QKCI4Dacm2BCaWOuvTQKtbzdP1GGZvEPPWetdtrRzpCTWST/7DISyKXdNJAqFxFOCBJsIJ0HBjRkajzQKGhC9CA2I7rTNog1Y89qCqWFyKEFBNrXD9Fw3UyBkbUIRrrlzztViNUkTasbUdpn+Wr1eESWCwTQRVUVbF1ttvRBq2Ds0H60JuiVPbRLqiK5af37mcDgSD4OnWmSmbqJCM4LoKpBgdwc6KSwOJCnaoZtD+2dH6vIFQGgV5eEhcljdNkIK0Lg2UbUWkmcK08RYddTgXJtoRGtfO48u3Ma1RXu2Rl7ZJNSm6w5OXqIERdoQ5xhCrT+7VFx1LLGOeA8ZEOuOgMLh3RoKiacGCXZ3IdOinekhS3XijTce2uXLtC6u22YstnDr5zHEWw2fC31QFu0bATPtp62IfC9m92t+LYKh8TCRNm2PKdR6u/FcdehzslxeAnnrTECV4USyUEg8JUiwiehkKjQOxJ0kBAAidvlSN1hEGwhx27LevpqrVovOYBSmQVHHIQ8KNjfC3uqlmbZFcNUiyr0xswCKCKIdSaC11yKSKIcKt74dIeIbx1lHdNUJTuoR3EyhcKIDIcFOCRJsIiMk1dULiN/dy+y0zXltIILbDnb5MorSmGkSEUAddMXcttaOutHqvg10QY+nSZFyxLpIm88nTOIbKsyJiLXZQccIg4eRpLOmLlwE0TUhwe5OdEQuO4nQeNL57AiFaECI0wYiu21EyG1DVtsyHDdUxw0AesW4sd7kvHXMDjyU0Oca0cWGO1+LkwasAh1pvRLp2MSEOuEQeKby1h3hrikc3iNgCO8pmUobPQ0S7O5Grol2pN1C89rWjcH7izTQSkTHzUxCYMp9A0a+GzB9AMjaSGKJPscQkQkTaSBcqM3bUxHrsEtIP4RNYk1kDQqJpwQJNpEYmRRtIGaXLyDEbZtFK47bBqI4buOcuoDLxv56B2uLA08VEc0NRxDvkPUR89Rh7SRQBZ5k1y11cyeLNUEQcSHBJroOEfLaMavIQ902YC1M03PcQNB1A8EuYcZ6s1ilKUaxwtLJCnVoe6mKNUF0MahbV2qQYHdHzA40o+0m57IBJOe0gfhuG4ic21Z3iCjcQGjhmBxs32S0DQceDW4Ku8cikgMNOSY83xwj9J2OUGfSWSfQXkpQKLznQSHxlCDBJpIj0/2zo7WXrNtWd4jouPVjdSzOGwieJ5IYRQrdh15/NOKJtPk6gzvF3J5JsU4aCoUTRKdCgk0kTyaddqz2knHbQLjjDt2u7RMqerG7bcmxNsYkJYGOtE/UtmJYjFxw1kTPpgc65HQhwe7OdOSQpUk67bj9tGO1F8VtAwh33EC461Z3tO5j2i9ehXW0ivWEK7Mj9ZNOR6iB7iPWFA7vkVAOOzU6YOxJokvRhT4Q4wqFUKKLQ5RjhXnUMGNfJbKTNQ9mYt4vdIlyjtAl/BrjtBfpGqJcb9RzALFD4JkW646kC703ie7P8uXLcc4556BPnz5gjOH111+Puf+yZcvAGAtb9u3bl50LjgA57J5ARzntaIVjMQ9JYES0eCFyIDnHbRxjqi6PRCQXngrxhChG+yk5aiAhF0zOmugydELRWWtrK0aPHo2f/exn+MlPfpLwcRs3boTb7TZeV1RUJHfiDEKCTWSdtERbJ8rQphGF2zgmQsjcenDsa0qXVIQa6ByxJogOpDNC4lOnTsXUqVOTPk9FRQVKSkqSPq4joJB4T6EjxSiBUGz4ISK9EDmgCpm+hB4aK3wdLXQdJSSeMEm0Gz+8Hv3ego0kFgJPyVmTuyY6EpGhBUBTU5Nl8Xq9Gb3UMWPGoLq6Gqeffjr+85//ZLTtZCHB7kl0wQ/KhMQkEQGJI24xc8JhbcUR3jSEPu51xBNpIGFB7ZKuugu+B4ncpqamBsXFxcYyb968jLRbXV2Np556Cq+++ipeffVV1NTUYNKkSVi9enVG2k8FCon3NDq6chxIup92Ql2/Em0/Rp4biB16jjp+eZIk/MVAJ8NTWaYs1B3ddYvEmtDIZEh8586dlhyz0+lMr2GNYcOGYdiwYcbr8ePHY8uWLXj00Ufxt7/9LSPnSBYSbCLzpDi4SsJTdCb6xSBCP+6YzWZbUDpgzukuK9YEYSaDRWdut9si2B3Jcccdh08//TQr54oECXZPpCNdtnGO1EUbSMBt6+fQSdR1m0lm/u50SEVEU6gJSJlsiDW5a6IbsHbtWlRXV3fa+UmweypdWLTVQxN02+ZzAcmdL074PC2y6HRJrImcoxO6dbW0tGDz5s3G623btmHt2rUoKytD//79ceedd2L37t3461//CgB47LHHMHDgQBx11FHweDx45pln8OGHH+L9999P88JThwS7J5Mt0QY63m2Hni/Zc3ZmgVaKotnlhRogsSYi0hndulatWoVTTjnFeH3LLbcAAGbMmIGFCxdi79692LFjh7Hd5/Ph1ltvxe7du5Gfn49Ro0bhgw8+sLSRbUiwieyQptsGkhRu/Zw6mZywJBOkIZhpV39TvprogUyaNClmncrChQstr2+//XbcfvvtHXxVyUGC3dPpqKk4I54rvZm+UhZu/dyhZEvEMySQGemmRc6a6Ap0Qki8O0CCTWSXNELkwSaC/6kpiXfotYSS6rV1gBhmrC81uWqiC8GEAEvzS126x+ciJNiESjadNpC22w42k4brjt5o5tpK+RIy+GGUzfvpgR+iBJEtSLCJziMDbjvYVIZcdyeS8ZHJusAXD4KICIXEU4IEm7CSjcrxsHNmxm0Hm8sd8e6w4UM7Q6zJXRMJQvNhpwYJNhFOtsPjQIdVdEcSxM4S8Q4f27uzHDUJNZEs5LBTggSb6HGECmdHCXhWJ9+g8DdBdHtIsInodIbTBsLFp4O7X3XJWa0SobNFmpw1kSIUEk8NEmyi65PhHHe3gMSayGUoJJ4SJNhEfDrLaVuuoQuPWpYtOlukdUisCaJTIMEmEqczKsgjXkfmuoPlBF1FqAESayIjUEg8NUiwieToKqINdG/X3ZVEWofEmsgUFBJPCRJsInm6Qog8lO4g3l1RpAESaoLoIpBgE6nTldy2mSxXmadMVxVoMyTWRAfRE0Pa6UKCTaRHVxVtM505U1esa+jqkFgTHYUQ6b+/euD7kwSbSJ+uGCKPR6Zn6orXbi7RAz8IiexCRWepQYJNZI5ccNvx6A6Cmw4k1gTRZSHBJjJLdxDtngqJNZEtqEo8JUiwicxj/uAn8e7akEgTnQBT1CXdNnoaXbR8liAIgiAIM+SwiY6F3HbXg1w10dlQSDwlSLCJ7EH57c6HxJroAlCVeGqQYBPZhRx39iGRJohuAQk20XmQ4+54SKyJrggNnJISJNhE50KOO/P0wA8yIregkHhqkGATXYdcHDGtK0FCTRDdGhJsoutBwp0cJNRErkFV4ilBgk10XShcHh0SaSKHoZB4apBgE7kBuW4VEmqiO0BFZylBgk3kFpH+SburiPfADySCIKJDgk3kPt3NfZNQE90cComnBo0lTnQf9DBb6NJVybXrJYhMITK0JMHy5ctxzjnnoE+fPmCM4fXXX497zLJly3DMMcfA6XRiyJAhWLhwYXInzTAk2ET3p6sIYle5DoLogbS2tmL06NH405/+lND+27Ztw1lnnYVTTjkFa9euxezZs3HVVVfhvffe6+ArjQ6FxImeB4klQXQqmQyJNzU1WdY7nU44nc6w/adOnYqpU6cm3P5TTz2FgQMH4pFHHgEAHHnkkfj000/x6KOPYsqUKalfeBqQwyYIgiCyiyIyswCoqalBcXGxscybNy8jl7hy5UpMnjzZsm7KlClYuXJlRtpPBXLYBEEQRM6yc+dOuN1u43Ukd50K+/btQ2VlpWVdZWUlmpqa0N7ejry8vIycJxlIsAmCIIjsksGRztxut0WwuzMk2ARBEERWYchADjsjVxKdqqoq1NbWWtbV1tbC7XZ3irsGKIdNEARBEGGMGzcOS5cutaxbsmQJxo0b10lXRIJNEARBZJtoYxAkuyRBS0sL1q5di7Vr1wJQu22tXbsWO3bsAADceeedmD59urH/tddei61bt+L222/Ht99+iz//+c/4f//v/+HnP/95xh5DslBInCAIgsgqnTHS2apVq3DKKacYr2+55RYAwIwZM7Bw4ULs3bvXEG8AGDhwIN566y38/Oc/x/z589GvXz8888wzndalCyDBJgiCILJNJ0yvOWnSJIgYrjzSKGaTJk3CmjVrkrywjoNC4gRBEASRA5DDJgiCILIKEwIszREH0z0+FyHBJgiCILKLoi3pttHDoJA4QRAEQeQA5LAJgiCIrEIh8dQgwSYIgiCySydUiXcHKCROEARBEDkAOWyCIAgiu6QwUlnENnoYJNgEQRBEVumMkc66AxQSJwiCIIgcgBw2QRAEkV0oJJ4SJNgEQRBEVmGKuqTbRk+DBJsgCILILuSwU4Jy2ARBEASRA5DDJgiCILILDZySEiTYBEEQRFahoUlTg0LiBEEQBJEDkMMmCIIgsgsVnaUECTZBEASRXQTSn8+65+k1hcQJgiAIIhcgh00QBEFkFSo6Sw0SbIIgCCK7CGQgh52RK8kpKCROEARBEDkAOWyCIAgiu1CVeEqQYBMEQRDZRQHAMtBGD4MEmyAIgsgqVHSWGpTDJgiCIIgcgBw2QRAEkV0oh50SJNgEQRBEdiHBTgkKiRMEQRBEDkAOmyAIgsgu5LBTghw2QRAEkV2UDC1J8qc//QmHHXYYXC4Xjj/+eHzxxRdR9124cCEYY5bF5XIlf9IMQoJNEARBdHv+/ve/45ZbbsHdd9+N1atXY/To0ZgyZQrq6uqiHuN2u7F3715j2b59exavOBwSbIIgCCKr6P2w010AoKmpybJ4vd6I5/zDH/6Aq6++GldccQWGDx+Op556Cvn5+XjuueeiXydjqKqqMpbKysoOeR6JQoJNEARBZBc9h53uAqCmpgbFxcXGMm/evLDT+Xw+fPXVV5g8ebKxjnOOyZMnY+XKlVEvs6WlBQMGDEBNTQ3OPfdcrF+/PvPPIgmo6IwgCILIWXbu3Am32228djqdYfscOHAAsiyHOeTKykp8++23EdsdNmwYnnvuOYwaNQqNjY34/e9/j/Hjx2P9+vXo169fZm8iQUiwCYIgiOyiCIClWeWtqMe73W6LYGeKcePGYdy4ccbr8ePH48gjj8TTTz+N++67L+PnSwQSbIIgCCK7ZLlbV3l5OSRJQm1trWV9bW0tqqqqEmrDbrfj6KOPxubNm5O6zExCOWyCIAgiy2Qif524YDscDowdOxZLly411imKgqVLl1pcdCxkWca6detQXV2d7M1mDHLYBEEQRLfnlltuwYwZM/CDH/wAxx13HB577DG0trbiiiuuAABMnz4dffv2NYrW5syZgxNOOAFDhgxBQ0MDHn74YWzfvh1XXXVVp90DCTZBEASRXTphpLOLLroI+/fvx1133YV9+/ZhzJgxePfdd41CtB07doDzYNC5vr4eV199Nfbt24fS0lKMHTsWK1aswPDhw9O77jRgQmRmfLempiYUFxdjEs6Fjdkz0SRBEASRJQLCj2V4A42NjR1SxAUEdWLygBtg4+HV3MkQULz4YPsTHXq9XQ3KYRMEQRBEDkAhcYIgCCK7CEVd0m2jh0GCTRAEQWQXmq0rJSgkThAEQRA5ADlsgiAIIrsoyfWjjt5Gz4IEmyAIgsguFBJPCQqJEwRBEEQOQA6bIAiCyC4CGXDYGbmSnIIEmyAIgsguFBJPCRJsgiAIIrsoCoA0+1ErPa8fNuWwCYIgCCIHIIdNEARBZBcKiacECTZBEASRXUiwU4JC4gRBEASRA5DDJgiCILILjXSWEiTYBEEQRFYRQoFIc7atdI/PRSgkThAEQRA5ADlsgiAIIrsIkX5IuwcWnZFgEwRBENlFZCCH3QMFm0LiBEEQBJEDkMMmCIIgsouiACzNorEeWHRGgk0QBEFkFwqJpwQJNkEQBJFVhKJApOmwqVsXQRAEQRBdEnLYBEEQRHahkHhKkGATBEEQ2UURACPBThYKiRMEQRBEDkAOmyAIgsguQgBIt1tXz3PYJNgEQRBEVhGKgEgzJC56oGBTSJwgCIIgcgBy2ARBEER2EQrSD4n3vH7YJNgEQRBEVqGQeGpQSJwgCIIgcoCMOWz9204A/rT7wxMEQRDZJQA/gOw414Dwph3S1q+3J5ExwW5ubgYAfIq3M9UkQRAEkWWam5tRXFzcIW07HA5UVVXh032Z0Ymqqio4HI6MtJULMJGhr1OKomDPnj0oKioCYywTTRIEQRBZQgiB5uZm9OnTB5x3XLbU4/HA5/NlpC2HwwGXy5WRtnKBjAk2QRAEQRAdBxWdEQRBEEQOQIJNEARBEDkACTZBEARB5AAk2ARBEASRA5BgEwRBEEQOQIJNEARBEDkACTZBEARB5AD/H610JK8sUW+eAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots()\n", "plt.title(\"1A Current Circular Coil and Magnetic Field (G)\")\n", "\n", "ax.xaxis.set_major_locator(ticker.NullLocator())\n", "ax.yaxis.set_major_locator(ticker.NullLocator())\n", "\n", "im = ax.imshow(mags2*10000) # Convert to Gauss units\n", "cbar = ax.figure.colorbar(im, ax=ax)\n", "cbar.ax.set_ylabel(\"Gauss (G)\", rotation=-90, va=\"bottom\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "d003e31c-746c-4c13-9e41-f75c7f83f90a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots()\n", "CS = ax.contour(x*100, y*100, mags2*10000, levels=(.003, .005, .01, .1, .2, 2 ))\n", "ax.clabel(CS, inline=True, fontsize=8)\n", "ax.grid()\n", "ax.set_title(\"Magnetic field strength across 3cm rectangular coil in Gauss\", fontsize=10)\n", "ax.set(xlabel='x position across coil(cm)', ylabel='y position across coil (cm)')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "d12797a2-3698-46a9-b9b3-c4e0100bdac9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 8, "id": "44393a7e-e490-4eb1-abdc-7d2c2e45aba2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(200, 200)\n" ] } ], "source": [ "# Now we are only interested in the magnitude of the integral result rather\n", "# than it's direction.\n", "\n", "sliceY = magnitudes.shape[1] // 2\n", "slice = magnitudes[:, sliceY, :]\n", "\n", "# Now we are only interested in the magnitude of the integral result rather\n", "# than it's direction.\n", "sliceZ = magnitudes.shape[2] // 2\n", "slice = magnitudes[:,sliceY, :]\n", "x = xgrid[:,:, sliceZ]\n", "z = ygrid[:, sliceY, :]\n", "mags2 = cutoffPercentile(slice, 99.5)\n", "print (mags2.shape)\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "5cf51a5f-1c57-4c36-8901-9e974717fd48", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots()\n", "plt.title(\"1A Current Circular Coil and Magnetic Field (G)\")\n", "\n", "ax.xaxis.set_major_locator(ticker.NullLocator())\n", "ax.yaxis.set_major_locator(ticker.NullLocator())\n", "\n", "im = ax.imshow(mags2*10000) # Convert to Gauss units\n", "cbar = ax.figure.colorbar(im, ax=ax)\n", "cbar.ax.set_ylabel(\"Gauss (G)\", rotation=-90, va=\"bottom\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "id": "1b469292-3d31-4ce2-8a33-4e9cf5c04b0b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots()\n", "CS = ax.contour(x*100, z*100, mags2*10000, levels=(.005, .01,.02, .1, .2, .3, .67 ))\n", "ax.clabel(CS, inline=True, fontsize=8)\n", "ax.grid()\n", "ax.set_title(\"Magnetic field strength across 3cm rectangular coil in Gauss\", fontsize=10)\n", "ax.set(xlabel='x position across coil(cm)', ylabel='y position across coil (cm)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "60acbfdb-1127-4d4a-8d06-9cb7269cbfc0", "metadata": {}, "source": [ "How to add one three dimensional array to another?\n", "\n", "The central coil is in the middle. The coil has a radius. There is also a bounding box for the entire plot, not just the coil.\n", "\n", "
\n",
    "ArraySize (AS)\n",
    "Total object width in pixels (TOWP) = 2*radius/(xmax -xmin)\n",
    "Total times fit into array (TTFIA) = int((xmax -xmin)/(2*radius))\n",
    "    \n",
    "Start position of object in source Array (SPOIA) = (AS - TOWP)/2\n",
    "End position of object in source  Array ( EPOIA ) = (AS + TOWP)/2\n",
    "    \n",
    "Destination start index of object array (DSIOA) = ( 0, 1, 2,... TTFIA ) * TOWP\n",
    "Source Start index of array (SSIOA) = SPOIA - DSIOA ; If > ArrayBegin then ArrayBegin\n",
    "Source End indexof array (SEIOA) = TTIFA * (TOWP + 1) - DSIOA ; if < ArrayEnd then ArrayEnd\n",
    "Source Segment Size (SSS) = SEIOA - SSIOA\n",
    "\n",
    "Dest[TOWP*index] += Source[SSIOA:SEIOA]\n",
    "                                                                       \n",
    " 
" ] }, { "cell_type": "code", "execution_count": 26, "id": "77b6bde6-84df-4ae5-ac4b-1126305ef45f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(200, 200, 200, 3)\n" ] } ], "source": [ "bField2 = np.zeros_like(bField)\n", "for ii in range(0,4):\n", " for jj in range(0,4):\n", " bField2[ii*50:(ii+1)*50, jj*50:(jj+1)*50] += bField[75:125, 75:125]\n", "\n", "print(bField2.shape)" ] }, { "cell_type": "code", "execution_count": 24, "id": "6c939384-9ba4-44ad-b890-309ac486a51e", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(200, 200, 200)\n", "(200, 200)\n" ] } ], "source": [ "magnitudes = np.linalg.norm(bField2 * mu0/(4*np.pi), axis=-1)\n", "print (magnitudes.shape)\n", "\n", "# Now we are only interested in the magnitude of the integral result rather\n", "# than it's direction.\n", "sliceZ = magnitudes.shape[2] // 2\n", "slice = magnitudes[:,:, sliceZ]\n", "x = xgrid[:,:, sliceZ]\n", "y = ygrid[:, :, sliceZ]\n", "mags2 = cutoffPercentile(slice, 99.5)\n", "print (mags2.shape)" ] }, { "cell_type": "code", "execution_count": 25, "id": "6a1d20b9-9a8c-4117-b73a-a3e130073961", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = plt.subplots()\n", "plt.title(\"1A Current Circular Coil and Magnetic Field (G)\")\n", "\n", "ax.xaxis.set_major_locator(ticker.NullLocator())\n", "ax.yaxis.set_major_locator(ticker.NullLocator())\n", "\n", "im = ax.imshow(mags2*10000) # Convert to Gauss units\n", "cbar = ax.figure.colorbar(im, ax=ax)\n", "cbar.ax.set_ylabel(\"Gauss (G)\", rotation=-90, va=\"bottom\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "46e9fe3d-def5-4bdd-87f3-9254ced7766a", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }