From 3550fec348c4876d201882ccfdb919eaef4ed6be Mon Sep 17 00:00:00 2001 From: Keith Cheveralls Date: Mon, 1 Jul 2024 10:36:53 -0700 Subject: [PATCH] don't save figures and other minor edits in style usage notebook --- .gitignore | 2 +- docs/style_usage.ipynb | 265 +++++++++++++++++++++++++++-------------- 2 files changed, 175 insertions(+), 92 deletions(-) diff --git a/.gitignore b/.gitignore index bfc16b1..bba42de 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,4 @@ -outputs/** +docs/outputs/ # packages installed in editable mode envs/src/** diff --git a/docs/style_usage.ipynb b/docs/style_usage.ipynb index db84a49..2cb964c 100644 --- a/docs/style_usage.ipynb +++ b/docs/style_usage.ipynb @@ -15,11 +15,41 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:54.695386Z", + "iopub.status.busy": "2024-07-01T17:21:54.695236Z", + "iopub.status.idle": "2024-07-01T17:21:55.507007Z", + "shell.execute_reply": "2024-07-01T17:21:55.506543Z" + } + }, + "outputs": [], + "source": [ + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import pathlib\n", + "import seaborn as sns\n", + "from sklearn import datasets\n", + "\n", + "import arcadia_pycolor as apc" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:55.508884Z", + "iopub.status.busy": "2024-07-01T17:21:55.508734Z", + "iopub.status.idle": "2024-07-01T17:21:55.810613Z", + "shell.execute_reply": "2024-07-01T17:21:55.809683Z" + } + }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjgAAAGzCAYAAAAi6m1wAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/OQEPoAAAACXBIWXMAAA9hAAAPYQGoP6dpAACQK0lEQVR4nOzdd3xUVfr48c/0Sa+EhCSEFnpvUqQoioINXVxAVLCurq5lV0VXRcXV2NeOBRUVEFcsKCoWiiigIr2JtBAgCQlpk2SSqff3x/zI12FmkkzaTCbP+/WaF+Sce+85dyYz8+Tec86jUhRFQQghhBAihKgD3QEhhBBCiKYmAY4QQgghQo4EOEIIIYQIORLgCCGEECLkSIAjhBBCiJAjAY4QQgghQo4EOEIIIYQIORLgCCGEECLkSIAjhBBCiJAjAY4QQgghQo420B045YknnuC+++7j9ttv5/nnn/e6zcKFC7nmmmvcygwGA9XV1fVux+l0kpubS1RUFCqVqjFdFkIIIUQLURSF8vJyOnTogFpd9/WZoAhwNm3axOuvv07//v3r3DY6Opp9+/bV/OxvkJKbm0t6errffRRCCCFE4B09epS0tLQ6twt4gFNRUcHMmTN58803+c9//lPn9iqViuTk5Aa3FxUVBbieoOjo6AYfRwghhBAtx2QykZ6eXvM9XpeABzi33HILF1xwAeecc069ApyKigoyMjJwOp0MHjyYxx9/nD59+vjc3mKxYLFYan4uLy8HXFeCJMARQgghWpf63rkJ6CDjpUuXsmXLFrKysuq1fY8ePXj77bdZvnw5ixYtwul0MmrUKI4dO+Zzn6ysLGJiYmoecntKCCGECH0qRVGUQDR89OhRhg4dynfffVcz9mb8+PEMHDjQ5yDj09lsNnr16sWMGTN49NFHvW5z+hWcU5e4ysrK5AqOEEII0UqYTCZiYmLq/f0dsFtUmzdvpqCggMGDB9eUORwO1q1bx8svv4zFYkGj0dR6DJ1Ox6BBgzhw4IDPbQwGAwaDocn6LYQQQojgF7AAZ8KECezcudOt7JprrqFnz57MmTOnzuAGXAHRzp07mTx5cnN1UwghRJBzOBzYbLZAd0M0kk6nq9d3f30FLMCJioqib9++bmUREREkJCTUlF999dWkpqbWjNGZN28eI0aMoFu3bpSWlvL0009z5MgRrr/++hbvvxBCiMBSFIX8/HxKS0sD3RXRRGJjY0lOTm6SdeoCPouqNjk5OW6L+ZSUlHDDDTeQn59PXFwcQ4YMYcOGDfTu3TuAvRRCCBEIp4KbpKQkwsPDZfHWVkxRFMxmMwUFBQCkpKQ0+pgBG2QcKP4OUhJCCBF8HA4Hf/zxB0lJSSQkJAS6O6KJFBUVUVBQQPfu3T1uV/n7/S25qIQQQrQ6p8bchIeHB7gnoimdej2bYkyVBDhCCCFaLbktFVqa8vUM6jE4Qojm53QqFFVaUVCID9ej1cjfPUKI1k8CHCHasLyyKpZvzWXpphzsToVLBqYyY3g6aXFy2V+I1mL27NmUlpby2WefBborQUUCHCHaqLyyKq5661cOFFTUlL2y5gAfbz7GsptHSpAjRCvxwgsv0MbmC9WLXIsWoo3acKDILbg5Jd9UzbLNx3A4nAHolRDCXzExMcTGxga6G0FHAhwh2qBKi41lm30nqf18Wy7FZmsL9kiI1m3ZsmX069ePsLAwEhISOOecc6isrGT27NlMmTKFRx55hHbt2hEdHc1NN92E1fp/7y+n00lWVhadO3cmLCyMAQMGsGzZMrfj7969mwsvvJDo6GiioqIYM2YMBw8eBKhpo77HKykpYebMmbRr146wsDAyMzN55513mvcJCgC5RSVEG6RWqdFpfM9W0GnUqGV2ihD1kpeXx4wZM3jqqae49NJLKS8v58cff6y5bbRq1SqMRiNr164lOzuba665hoSEBB577DEAsrKyWLRoEa+99hqZmZmsW7eOK6+8knbt2jFu3DiOHz/O2LFjGT9+PKtXryY6Opr169djt9u99qeu4z344IPs2bOHr7/+msTERA4cOEBVVVWLPV8tRQIcIdqgML2Gq0d1Yt3+k17rrxzRkfgIfQv3SojWKS8vD7vdzmWXXUZGRgYA/fr1q6nX6/W8/fbbhIeH06dPH+bNm8fdd9/No48+is1m4/HHH+f7779n5MiRAHTp0oWffvqJ119/nXHjxvHKK68QExPD0qVL0el0AHTv3t1rXywWS53Hy8nJYdCgQQwdOhSATp06NddTE1AS4AjRRg1Ii2F8j3as3VfoVt4/NZpzezdNLhgh2oIBAwYwYcIE+vXrx3nnncfEiROZOnUqcXFxNfV/XpBw5MiRVFRUcPToUSoqKjCbzZx77rlux7RarQwaNAiAbdu2MWbMmJrgpjYHDhyo83g333wzf/nLX9iyZQsTJ05kypQpjBo1qlHPQTCSAEeINqpdlJGnpw5gT24Z7/98BLtDYdqwdAZnxNE+2hjo7gnRamg0Gr777js2bNjAt99+y0svvcT999/PL7/8Uue+FRWugf5ffvklqampbnUGgwGAsLCwevelPsebNGkSR44c4auvvuK7775jwoQJ3HLLLTzzzDP1bqc1kABHiDasXZSBcT2SGNElAQUFo04+EoRoCJVKxejRoxk9ejRz584lIyODTz/9FIDt27dTVVVVE6j8/PPPREZGkp6eTnx8PAaDgZycHMaNG+f12P379+fdd9/FZrPVeRWnd+/edR4PoF27dsyaNYtZs2YxZswY7r77bglwhBChx6DT1L2REMKrX375hVWrVjFx4kSSkpL45ZdfKCwspFevXuzYsQOr1cp1113HAw88QHZ2Ng899BC33norarWaqKgo7rrrLu68806cTidnnnkmZWVlrF+/nujoaGbNmsWtt97KSy+9xPTp07nvvvuIiYnh559/Zvjw4fTo0cOtL/U53ty5cxkyZAh9+vTBYrGwYsUKevXqFaBnr/lIgCOEEEI0QnR0NOvWreP555/HZDKRkZHBs88+y6RJk/jwww+ZMGECmZmZjB07FovFwowZM3j44Ydr9n/00Udp164dWVlZHDp0iNjYWAYPHsy///1vABISEli9ejV3330348aNQ6PRMHDgQEaPHu21P3UdT6/Xc99995GdnU1YWBhjxoxh6dKlzf48tTSV0saWP/Q33boQQojgU11dzeHDh+ncuTNGY/COGZM0Cv6p7XX19/tbFvoTQgghRMiRAEcIIYQQIUfG4AghhBDNZOHChYHuQpslV3CEEEIIEXIkwBFCCCFEyJEARwghhBAhRwIcIYQQQoQcCXCEEEIIEXIkwBFCCCFEyJEARwghhBAhRwIcIYQQopXIzs5GpVKxbdu2QHcl6MlCf0IIIdq0MrOVkxVWTNU2osN0JEboiQnXB7pbopHkCo4QQog2K7e0ils/2MqE537g0lc3MOHZH/jHB1vJLa1q1naXLVtGv379CAsLIyEhgXPOOYfKykoAFixYQK9evTAajfTs2ZNXX321Zr/OnTsDMGjQIFQqFePHjwfA6XQyb9480tLSMBgMDBw4kJUrV9bsZ7VaufXWW0lJScFoNJKRkUFWVlZN/XPPPUe/fv2IiIggPT2dv//971RUVDTrc9DcJMARQgjRJpWZrcz5eAc/7j/pVr5u/0nu/XgHZWZrs7Sbl5fHjBkzuPbaa9m7dy9r167lsssuQ1EUFi9ezNy5c3nsscfYu3cvjz/+OA8++CDvvvsuAL/++isA33//PXl5eXzyyScAvPDCCzz77LM888wz7Nixg/POO4+LL76Y/fv3A/Diiy/y+eef87///Y99+/axePFiOnXqVNMntVrNiy++yO7du3n33XdZvXo199xzT7Ocf0tRKYqiBLoTLcnfdOtCCCGCT3V1NYcPH6Zz584YjcYGHeNgQQUTnvvBZ/2qf46ja1JkQ7vo05YtWxgyZAjZ2dlkZGS41XXr1o1HH32UGTNm1JT95z//4auvvmLDhg1kZ2fTuXNntm7dysCBA2u2SU1N5ZZbbuHf//53Tdnw4cMZNmwYr7zyCrfddhu7d+/m+++/R6VS1dnHZcuWcdNNN3Hy5Mk6t21Ktb2u/n5/yxgcIYKYw+GkqNL1V2RChB6NRi66CtFUTNW2WuvL66hvqAEDBjBhwgT69evHeeedx8SJE5k6dSp6vZ6DBw9y3XXXccMNN9Rsb7fbiYmJ8Xk8k8lEbm4uo0ePdisfPXo027dvB2D27Nmce+659OjRg/PPP58LL7yQiRMn1mz7/fffk5WVxe+//47JZMJut1NdXY3ZbCY8PLyJn4GWIZ+WQgSp3NIqXllzkKmvbWTqaxt5Zc1BjjfzuAAh2pJoo67W+qg66htKo9Hw3Xff8fXXX9O7d29eeuklevTowa5duwB488032bZtW81j165d/Pzzz41qc/DgwRw+fJhHH32Uqqoq/vrXvzJ16lTANTPrwgsvpH///nz88cds3ryZV155BXCN3Wmt5AqOEEEot7SK6W/8TE6xuabsue//YNmWYyy9cQQdYsMC2DshQkNipJ6xmYms2+95G2ZsZiKJkc03k0qlUjF69GhGjx7N3LlzycjIYP369XTo0IFDhw4xc+ZMr/vp9a4+ORyOmrLo6Gg6dOjA+vXrGTduXE35+vXrGT58uNt206ZNY9q0aUydOpXzzz+f4uJiNm/ejNPp5Nlnn0Wtdl33+N///tccp92iJMARIsgoisI3u/PdgptTcorNfLM7n9mjOtXrProQwreYcD1P/KU/9368wy3IGZuZyJN/6d9sU8V/+eUXVq1axcSJE0lKSuKXX36hsLCQXr168cgjj3DbbbcRExPD+eefj8Vi4bfffqOkpIR//vOfJCUlERYWxsqVK0lLS8NoNBITE8Pdd9/NQw89RNeuXRk4cCDvvPMO27ZtY/HixYBrllRKSgqDBg1CrVbz0UcfkZycTGxsLN26dcNms/HSSy9x0UUXsX79el577bVmOfeWJAGOEEGmzGzjky3HfdZ/suU4UwamEhch63QI0VgdYsN4acYgTlZYKa+2EWXUkRjZvOvgREdHs27dOp5//nlMJhMZGRk8++yzTJo0CYDw8HCefvpp7r77biIiIujXrx933HEHAFqtlhdffJF58+Yxd+5cxowZw9q1a7ntttsoKyvjX//6FwUFBfTu3ZvPP/+czMxMAKKionjqqafYv38/Go2GYcOG8dVXX6FWqxkwYADPPfccTz75JPfddx9jx44lKyuLq6++utmeg5Ygs6iECDJlVTaueWcTW3JKvNYP7hjHO9cMIyasecYHCNEaNMUsKhF8mnIWlQwyFiLIxITpmDUyw2f9rFEZEtwIIUQdJMARIgiN7JrAGZ3jPcrP6BzPiC4JAeiREEK0LjIGR4gglBRt5KUZg9hxvIzFP+cAMHNER/qnxpAULZfjhRCiLhLgCBGkkqKNnBNt5MxuiQAYdZoA90gIIVoPCXCECHIS2AghhP9kDI4QQgghQo4EOEIIIYQIORLgCCGEECLkyBgcIf6/UrMVi91JuF7TbEn2hBBCtAy5giPavFKzlR//KOSG937jkpfXc/sHW9l+tBSzxR7orgkhRKNlZ2ejUqnYtm1bUB6vucgVHNGmma12Ptx0lKyvf68pyzdVs+aPQt64aijn9EqSpJZCiFYtPT2dvLw8EhMTA92VFiVXcESbdrLCyjPf7vMoVxT496c7yTdVB6BXQogWVVUCJ/+AY7/Byf2un1sRm81Wa71GoyE5ORmtNniuaVit1mZvQwIc0ablFJuxObznmy0st1Birv2DQwjRypUdh4+uhZeHwYIJ8PJQWHadq7wZvPHGG3To0AGn0+lWfskll3DttdcCsHz5cgYPHozRaKRLly488sgj2O3/d8tcpVIxf/58Lr74YiIiInjssccoKSlh5syZtGvXjrCwMDIzM3nnnXcA77eUdu/ezYUXXkh0dDRRUVGMGTOGgwcPAuB0Opk3bx5paWkYDAYGDhzIypUraz2vH374geHDh2MwGEhJSeHee+916/P48eO59dZbueOOO0hMTOS8885r1PNYHxLgiDZNp6799pNWbk8JEbqqSmD5rXBotXv5wVXw+T+a5UrO5ZdfTlFREWvWrKkpKy4uZuXKlcycOZMff/yRq6++mttvv509e/bw+uuvs3DhQh577DG34zz88MNceuml7Ny5k2uvvZYHH3yQPXv28PXXX7N3717mz5/v85bU8ePHGTt2LAaDgdWrV7N582auvfbamoDkhRde4Nlnn+WZZ55hx44dnHfeeVx88cXs37/f5/EmT57MsGHD2L59O/Pnz+ett97iP//5j9t27777Lnq9nvXr1/Paa6815mmsl+C5XiVEAKTGhRGu12C2OjzqOiWEExsus6mECFmVhZ7BzSkHV7nqw+KatMm4uDgmTZrEkiVLmDBhAgDLli0jMTGRs846i4kTJ3Lvvfcya9YsALp06cKjjz7KPffcw0MPPVRznCuuuIJrrrmm5uecnBwGDRrE0KFDAejUqZPPPrzyyivExMSwdOlSdDrXZ1z37t1r6p955hnmzJnD9OnTAXjyySdZs2YNzz//PK+88orH8V599VXS09N5+eWXUalU9OzZk9zcXObMmcPcuXNRq13XUjIzM3nqqaca8rQ1iFzBEW1aUrSB5/46gNMv1Bh1ap6fNlASWwoRyqpNjatvoJkzZ/Lxxx9jsVgAWLx4MdOnT0etVrN9+3bmzZtHZGRkzeOGG24gLy8Ps9lcc4xTgcwpN998M0uXLmXgwIHcc889bNiwwWf727ZtY8yYMTXBzZ+ZTCZyc3MZPXq0W/no0aPZu3ev1+Pt3buXkSNHuk3IGD16NBUVFRw7dqymbMiQIbU8K01PruCINk2v0TC2ezu+uWMsi38+woHCCoZkxHPZoFTS4sIC3T0hRHMyRjeuvoEuuugiFEXhyy+/ZNiwYfz444/897//BaCiooJHHnmEyy67zLM7xv/7gysiIsKtbtKkSRw5coSvvvqK7777jgkTJnDLLbfwzDPPeBwnLCwwn22n97m5SYAj2rxwvZbu7aN48MLeWB1ODFoNmjrG5gghQkBEO+g6wXU76nRdJ7jqm4HRaOSyyy5j8eLFHDhwgB49ejB48GAABg8ezL59++jWrZvfx23Xrh2zZs1i1qxZjBkzhrvvvttrgNO/f3/effddbDabx1Wc6OhoOnTowPr16xk3blxN+fr16xk+fLjXdnv16sXHH3+Moig1V3HWr19PVFQUaWlpfp9HU5FbVEL8f1qNmnC9VoIbIdqKsDi4+CVXMPNnXSe4ypt4/M2fzZw5ky+//JK3336bmTNn1pTPnTuX9957j0ceeYTdu3ezd+9eli5dygMPPFDr8ebOncvy5cs5cOAAu3fvZsWKFfTq1cvrtrfeeismk4np06fz22+/sX//ft5//3327XMtmXH33Xfz5JNP8uGHH7Jv3z7uvfdetm3bxu233+71eH//+985evQo//jHP/j9999Zvnw5Dz30EP/85z9rxt8EglzBEUII0XbFpMLUt1wDiqtNrttSEe2aNbgBOPvss4mPj2ffvn1cccUVNeXnnXceK1asYN68eTz55JPodDp69uzJ9ddfX+vx9Ho99913H9nZ2YSFhTFmzBiWLl3qdduEhARWr17N3Xffzbhx49BoNAwcOLBm3M1tt91GWVkZ//rXvygoKKB37958/vnnZGZmej1eamoqX331FXfffTcDBgwgPj6e6667rs6grLmpFEXxvghIiDKZTMTExFBWVkZ0dPPcXxVCCNG8qqurOXz4MJ07d3YbmyJat9peV3+/v+UWlRBCCCFCjtyiEkL4raLaTqXVjkGrJjZcH+juCCGEh6C5gvPEE0+gUqm44447at3uo48+omfPnhiNRvr168dXX33VMh0UQmC22Nl+tJTbPtjCJS+v54b3fuPHPwopNTd/XhkhhPBHUAQ4mzZt4vXXX6d///61brdhwwZmzJjBddddx9atW5kyZQpTpkxh165dLdRTIdoup1Nhw8Eipry6ntX7Csk3VbMpu4Sr3v6VDzcdxWy1130QIYRoIQEPcCoqKpg5cyZvvvkmcXG1j1p/4YUXOP/887n77rvp1asXjz76KIMHD+bll19uod4K0XadKK/mvk924m1awjPf7uNkhVzFEUIEj4AHOLfccgsXXHAB55xzTp3bbty40WO78847j40bN/rcx2KxYDKZ3B5CCP+Vmm0UVli81tkcCjlFlS3cIyGE8C2gg4yXLl3Kli1b2LRpU722z8/Pp3379m5l7du3Jz8/3+c+WVlZPPLII43qpxAC1HVkVtdpAv73khBC1AjYJ9LRo0e5/fbbWbx4cbOuYXDfffdRVlZW8zh69GiztSVEKIsL19EpIdxrXbheQ6rk7hJCBJGABTibN2+moKCAwYMHo9Vq0Wq1/PDDD7z44ototVocDofHPsnJyZw4ccKt7MSJEyQnJ/tsx2AwEB0d7fYQQvgvKdrI89MGYtS5f2yoVfDcXweQFGUIUM+EEMJTwAKcCRMmsHPnTrZt21bzGDp0KDNnzmTbtm1oNBqPfUaOHMmqVe5J0b777jtGjhzZUt0Wok3rmxrDytvHctuETEZ3S2DWyAxW3jGWsd3bodd6vmeFEP55+OGHGThwYKOPs3btWlQqFaWlpfXeZ/bs2UyZMqXRbQeLoErVMH78eAYOHMjzzz8PwNVXX01qaipZWVmAa5r4uHHjeOKJJ7jgggtYunQpjz/+OFu2bKFv3771akNSNQjReA6ngsXuQK9Ro5WxNyIAQjVVQ0VFBRaLhYSEhEYdx2q1UlxcTPv27WsyfNelrKwMRVGIjY1tVNuN0ZSpGoJ6JeOcnBy3TKSjRo1iyZIlPPDAA/z73/8mMzOTzz77rN7BjRCiaWjUKsL1Qf3xIUS9lVnKKK4uptxaTpQ+inhjPDGGmID0JTIyksjISJ/1VqsVvb7u1cP1en2twze8iYkJzDk3l6D602vt2rU1V29O/bxw4UK3bS6//HL27duHxWJh165dTJ48uWU7KYQQImTkV+Zzz7p7uPizi5n51Uwu/uxi5qybQ36l79m5jfHGG2/QoUMHnE6nW/kll1zCtdde63GL6tRto8cee4wOHTrQo0cPwHVHY+DAgRiNRoYOHcpnn32GSqVi27ZtgOctqoULFxIbG8s333xDr169iIyM5PzzzycvL8+jrVOcTidPPfUU3bp1w2Aw0LFjRx577LGa+jlz5tC9e3fCw8Pp0qULDz74IDabrWmfsEYIqgBHCCGEaCllljIe2vAQG3I3uJWvz13PwxsepsxS1uRtXn755RQVFbFmzZqasuLiYlauXMnMmTO97rNq1Sr27dvHd999x4oVKzCZTFx00UX069ePLVu28OijjzJnzpw62zabzTzzzDO8//77rFu3jpycHO666y6f299333088cQTPPjgg+zZs4clS5a4LdUSFRXFwoUL2bNnDy+88AJvvvkm//3vf/14NpqXXGMWQgjRJhVXF3sEN6esz11PcXVxk9+qiouLY9KkSSxZsoQJEyYAsGzZMhITEznrrLP48ccfPfaJiIhgwYIFNbemXnvtNVQqFW+++SZGo5HevXtz/PhxbrjhhlrbttlsvPbaa3Tt2hWAW2+9lXnz5nndtry8nBdeeIGXX36ZWbNmAdC1a1fOPPPMmm0eeOCBmv936tSJu+66i6VLl3LPPff48Yw0H7mCI0QLKjBVc6SokpPl1YHuihBtXrm1vFH1DTVz5kw+/vhjLBbXyuCLFy9m+vTpbmNO/6xfv35u42727dtH//793QbhDh8+vM52w8PDa4IbgJSUFAoKCrxuu3fvXiwWS00Q5s2HH37I6NGjSU5OJjIykgceeICcnJw6+9FSJMARogUUmqr5cX8hty3dyrTXf+b2D7fx86EiCXSECKAofVSj6hvqoosuQlEUvvzyS44ePcqPP/7o8/YUuK7gNAWdTuf2s0qlwtdE6rCw2hfu3LhxIzNnzmTy5MmsWLGCrVu3cv/992O1Bk9OOglwhGhmZouNFTvzuOqtX/n5UDH5pmrWHyhi+hs/s3pfIRab56KWQojmF2+MZ3SH0V7rRncYTbwxvlnaNRqNXHbZZSxevJgPPviAHj16MHjw4Hrv36NHD3bu3FlzBQiod8qj+srMzCQsLMxj7blTNmzYQEZGBvfffz9Dhw4lMzOTI0eONGkfGksCHCGa2QmThSdX/u617j9f7iGvTK7iCBEIMYYYHh71sEeQM7rDaB4e9XCzThWfOXMmX375JW+//XatV2+8ueKKK3A6ndx4443s3buXb775hmeeeQag3mve1MVoNDJnzhzuuece3nvvPQ4ePMjPP//MW2+9BbgCoJycHJYuXcrBgwd58cUX+fTTT5uk7aYig4yFaGYF5RaqbU6vdaYqO0WVVjolNs0laCGEf5Ijknly7JMtvg7O2WefTXx8PPv27eOKK67wa9/o6Gi++OILbr75ZgYOHEi/fv2YO3cuV1xxRZMuevjggw+i1WqZO3cuubm5pKSkcNNNNwFw8cUXc+edd3LrrbdisVi44IILePDBB3n44YebrP3GCqqVjFuCrGQsWtpv2cVMfW2jz/rlt4xmQHpsy3VIiBAQqisZN9TixYu55pprKCsrq3P8TDBrMysZCxEKEiMNxIbrKDV7LoDVPtpVJ4QQ/njvvffo0qULqampbN++nTlz5vDXv/61VQc3TU3G4AjRzFJiDDwzdQAatfu9cb1GzTNTB5AeJx9IQgj/5Ofnc+WVV9KrVy/uvPNOLr/8ct54441AdyuoyC0qIVpARbWNYyVVfPBrDgcKK+iZHMW0YR1JizUSbpArOEL4S25RhSa5RSVEKxNp1NEzRccDk3tRaXMQYdCikyzcQgjRbCTAEaIF6XQaYnWaQHdDiJDRxm5ChLymfD3lT0ghhBCtzqlVec1mc4B7IprSqdfz9FWXG0Ku4AghhGh1NBoNsbGxNbmUwsPDm2yRO9HyFEXBbDZTUFBAbGwsGk3jr3RLgCOEEKJVSk5OBvCZMFK0PrGxsTWva2NJgCNCUqXFRmG5BRUq0uKMTfLXQKhyOhWKKq0oKMSH69HK4GfRSqhUKlJSUkhKSsJm81xnSrirtFZicVjQa/RE6iObtQ2dRud3slKdTtekn9US4IiQc6iwgvc2HuH7vSfQa9RMHZrGBf1SyEiQdAinyyurYvnWXJZuysHuVLhkYCozhqeTFhce6K4JUW8ajUb+iKlFpbWSQ2WHeHX7q+wv2U9aZBo3D7yZXvG9iDY0zXIpVbYqsk3ZvLr9VfYW7SU5Ipmb+t9E38S+xBpjm6QNf8k6OCKkHCysYNrrGzlZYXUr79MhmldnDpYg50/yyqq46q1fOVBQ4VaeHG1k2c0jJcgRIgQ4nA7WHF3DnWvv9KibM2wOU7tPxaht/DpC64+v5++r/o5Tcc+7d8uAW7i6z9WE6xr/eeLv97dcixYho7zKyjvrD3sENwC7c01sP1ra8p0KYhsOFHkENwD5pmqWbT6Gw+E9QagQovUorCpk3sZ5Xuue2/wcRdVFjW6jwFzAwxsf9ghuAObvmN8kbTSEBDgiZJystPLt7hM+65dvz6XSIvfpwTVGadnmYz7rP9+WS7HZM1AUQrQuJdUllFhKvNbZnDZyK3Ib3UaZpYz8ynyvdU7FycHSg41uoyEkwBEhQwXotb5/pfUaNWqZRgqAWqVGp/H9XOjkuRIiJGhUtY9N0qkbv96MWlV7KKFX6xvdRkNIgCNCRofYMC4dlOqzftqwdML0Mq4eIEyv4epRnXzWXzmiI/ERgflQEkI0nVhjLKmR3j8XI3WRJIUnNb4NQyzdYrt5rTNoDGREZzS6jYaQAEeEDL1Ww9QhaWQmeU5/PL9PMl0SZYDxnw1Ii2F8j3Ye5f1Tozm3d7IsmiZECEgKT+KJMU94XEVRq9RkjckiKazxAU5CWAKPnfkYYdowt3IVKh4d/SiJ4YmNbqMhZBaVCDnZJyvZlF3Mih15GLRqpg/vSLekCDrGS4BzusJyC3tyy3j/5yPYHQrThqUzOCOO9tGSnVmIUGF32DleeZzlB5az8+ROusZ05fIel5MamdokM6gA7E47eZV5fHnwSzYXbCYjKoNpPaeRGpnaJDOowP/vbwlwRMgqMVvQqFREh8mtlrpYbA4UFIw6uYUnRKhyOB1YHVb0Gj0adfOsG+RUnFjsroX+tOqm/Tzx9/tbPs1EyIoLNwS6C62GQTKcCxHyNGoNYeqwujdsBLVKTZiueduoLxmDI4QQQoiQIwGOEEIIIUKOBDhCCCGECDkyBkeEJJvDQUmlDZVKRWKkvlmmPNsdTorNVlSoSIjQo1bX3UZZlY1qm4NwvYYoY+MX2BJCCOGdBDgi5BwtNvP+z0f4amceeo2aK0dkMLlfMskxTTfw7ViJmQ9+PcrybcfRqlVMH9aRSwZ2ICXWexumKht780z89/s/yD5pJrN9JHeck0n39lES6AghRDOQaeIipOQUm7ns1fUeCTf7pUbz5qxhJDfB+i7HS8z8Zf5G8k3VbuXdkiJ5/7rhpJwWSFntDj7afIz7P93lcawXpg3kgv4paDVyt1gIIWoj2cRFm2W1O1joI5v4zuMmdjRBNnGHw8lHm495BDcABwoq2HDAM2tuQbmFR1fs8Xq8Bz/fRUG5pdH9EkII4U4CHBEySsw2VuzI81n/4W9HsdqdjW7j822+s+9+tPkoFadlLC8ot1Bt896uqcpOkZeATAghRONIgCNCRl3ZxI1aNfUYB1x7GypXpm1f9Bo1mtMy62rqGOAsd6eEEKLpyUerCBkJkQamD0v3WX/liE6NHusSH6HnyhEdfdbPGtWJML37qsDtogzEhnsfSNw+2iBZu4UQohlIgCNChkat4i9D0uje3jOb+EX9U8j0Uu4vlUrFub2TGZAW41E3vkc7+nspT4oy8ML0QWhOu3yk16h5YfogSWwphBDNQGZRiZCTV1bFpuwSPt58DKNOzdUjO9GjfRSJUU2Xm+qEqZqtOaUs/TUHrUbFVSMy6N0hhnY+2rDYHBwrqeKDX3PYm2+if2oslw9NIy0uDL1W8kAJIURdJJt4HSTAaTuqbHbUKhWGZgwgqm12VKjqnazS4XBicTgxaDUeV3SEEEL4JtnEhfj/wnTN/+tt9LMNjUZNuIwqFkKIZieftEIIIYQIORLgCCGEECLkSIAjhBBCiJAjY3BCXHGlBZtDIcqoJVwfHC+3xeagtMqGRqWq98ymUrMVi91JhF5DpCSnFEI0kN1hp8RSgkqlIt4Yj1olf+eHquD4xhNN7mSFhQ0Hinh93UGKKqyM6prA38/qSkZ8BLpaVvttToqikFNs5p31h/l29wnCDVpmj+rEub3b+1wLpqTSypacEl5efYC8smoGpMdy24RudGkXSVg9Zy4JIQTA8YrjfLTvI1Zmr0Sr1jI1cyqTOk+ifUT7QHdNNAOZJh6CSiqtzFuxh0+3HncrN2jVfHzzKPqmei5G1xKyT1Zy8Ss/Yaqyu5UP7xTPyzMHkRTlHuSUV9t4/YdDvLzmgFu5WgXvX3cGo7slNnufhRCh4XjFca766ioKqwrdyrvHdufVc16VIKcVkGzignxTtUdwA2CxO5n7+S5KzS2f3LHKZuel1fs9ghuAX7OL+eNEhUd5UYWVV9Ye8Ch3KnDfJzsp8JLRWwghTmd32Fn2xzKP4Abgj9I/2FKwJQC9Es1NApwQ9NP+kz7rthwppazK5rO+uZSabazcle+z/uPNxzzKfs834ev6Yk6xmdIAnIcQovUptZSy8vBKn/WfHviUKltVC/ZItAQJcEJQbRm11SpQ15HdujmoUNU69idM51lXW9ZuQFYCFkLUi0qlQqf2PTlBr9bLYOMQJK9oCDoz0/fYlLN7JhEX3vLZqxMidfx1SJrP+suHemYB794+Cr2PIKdPh2hiw2Q2lRCibvHGeC7vfrnP+uk9p2PQNl2uOhEcJMAJQUlRBuac18OjPCFCz/0X9CLS2PKT53QaDbNHdyYjIdyjbvqwdK/l7aIMPPGXfh7lEXoNT0/tT0KkfCAJIeqmUqmY2GkiveJ7edSdnX42PeN7BqBXornJLKoQVVZlI/tkJQs3ZlNosjChVxLn9m5PWpxnINGS8kqr2HCoiOVbjxNh1DJ7ZCe6JUX6DFYqLXZyis28v/EIR4orGdE5gUsGdSA1NlxuUQkh/HKi8gTbC7fz6YFP0al1TO8xnR7xPUgISwh010Q9SDbxOrSVAOcUm8OJ3aFg1KlRBWDsjS9mqx2tWl3reKE/szmc2BxOjFoNaglshBCNUG2vRoVKbku1MpJNXLjRadQE43p4/q6q7DoPuaMqhGg8o9b7wqIitMg3hhBCCCFCjgQ4QgghhAg5EuAIIYQQIuTIGBzRKuSXVWGxO4kyaImvx/TwKpudQpMFtUpFh1gjanXdsfypjOXheg1RQZKx3OFwUlTpSq2REKFHI+OQhBCiXgIa4MyfP5/58+eTnZ0NQJ8+fZg7dy6TJk3yuv3ChQu55ppr3MoMBgPV1ZKTKFTll1WxNaeUN9YdIq+smr6p0fzj7Ew6J0YQ7WOhv0OFFby38Qjf7z2BXqPm8qFpXNA/hY7xEV63LzVb2XmsjBdX7+docRW9U6K4/ZzuZCZFEm4I3Fskt7SKZb8dY9kWVxqLqYPT+MvQNFJjwwLWJyGEaC0COk38iy++QKPRkJmZiaIovPvuuzz99NNs3bqVPn36eGy/cOFCbr/9dvbt21dTplKpaN++/llg29o08dbsZHk1b6w7zBs/HnIrV6vgrVnDOKtnksc+hwor+OvrGzlZ4Z5QtE+HaOZfOYSO8e7rAJmtdt7feISsr393K1ep4I2rhnJOr6SATK/PLa1i+hs/k1NsdivvGB/O0htH0EGCHCFEG9OqsolfdNFFTJ48mczMTLp3785jjz1GZGQkP//8s899VCoVycnJNQ9/ghvRupSYbbz50yGPcqcCD32+m6OnffmbLTbeXn/YI7gB2J1rYvvRUo/ykxVWnvl2n0e5osC/P91JfgAyliuKwje78z2CG3AlGf1mdz5tbPkqIYTwW9Dc0Hc4HCxdupTKykpGjhzpc7uKigoyMjJIT0/nkksuYffu3bUe12KxYDKZ3B6iddidW3s28dOzohdWWPl29wmfx/ts23GqrHaP49gc3hspLLdQYm75jOVlZhufbDnus/6TLccpDUC/hBCiNQl4gLNz504iIyMxGAzcdNNNfPrpp/Tu3dvrtj169ODtt99m+fLlLFq0CKfTyahRozh27JjP42dlZRETE1PzSE/3TOooglNdqxxrT1vRWFXHPnqN2iOTuq6OVZG1gci8rlbVuqihTqOW1ZyFEKIOAQ9wevTowbZt2/jll1+4+eabmTVrFnv27PG67ciRI7n66qsZOHAg48aN45NPPqFdu3a8/vrrPo9/3333UVZWVvM4evRoc52KaGI9k2vPJn76IOOU2DAuG5Tq83jTh6djOG1Z59S4MML13pd67pQQTmx4y8+mignTMWtkhs/6WaMyiJFM6kIIUauABzh6vZ5u3boxZMgQsrKyGDBgAC+88EK99tXpdAwaNIgDBw743MZgMBAdHe32EK1DYqSBRy7xHGweodfw+KX9PAba6jRqpg5NIzMp0mOf8/sk062dZ3lStIHn/jqA0y/UGHVqnp82kKTowCzpPrJrAmd0jvcoP6NzPCO6SGJAIYSoS9Ctg+N0OrFYLPXa1uFwsHPnTiZPntzMvRKBEB2m4/w+7enbIZr3fz7C8dIqBneMY8qgVDr6yIreMT6Ct2YN5dfDxXyxIw+DVs2M4R3p3j6SVC/76DUaxnZvxzd3jGXxz0c4UFjBkIx4LhuUSlpc4GYqJUUbeWnGIHYcL2PxzzkAzBzRkf6pMQELuoQQojVp0DTxVatWsWrVKgoKCnA6nW51b7/9dr2Pc9999zFp0iQ6duxIeXk5S5Ys4cknn+Sbb77h3HPP5eqrryY1NZWsrCwA5s2bx4gRI+jWrRulpaU8/fTTfPbZZ2zevNnnuJ3TyTTx1qna5qDa5iDKoK33YnemaisalYoIQ/1u59gdTqwOJwatBk0QjXGptjkAMAZj1lQhhGghzZ5N/JFHHmHevHkMHTqUlJSURq0RUlBQwNVXX01eXh4xMTH079+/JrgByMnJcVuBtqSkhBtuuIH8/Hzi4uIYMmQIGzZsqHdwI1ovo07j9xd8tFHv1/ZajRptEK4ULIGNEEL4z+8rOCkpKTz11FNcddVVzdWnZiVXcIQQQojWp9kX+rNarYwaNapBnRNCCCGEaAl+BzjXX389S5YsaY6+CCGEEEI0iXqNwfnnP/9Z83+n08kbb7zB999/T//+/dHp3AdwPvfcc03bQ9EoxZUWbA6FKKOWcH3zTJrLKzVjdSjEGLXERtSd6bsh/M0mbnM4KKm0oVKpSIzU12usWEtkEy8wVVNlcxCh15AYJbOhamWpAGsFaPQQ7jllvimYbWYqbZXo1DpijbH12qe4qhi7YidGH4NB2zy/70KIxqvXN97WrVvdfh44cCAAu3btavIOiaZxssLChgNFvL7uIEUVVkZ1TeDvZ3UlIz4CXR0rBNdXXmkVm7KLefPHwxSWWxjUMZZbz+pGp8Twes9cqktDsokfLTbz/s9H+GpnHnqNmitHZDC5XzLJMd6nfbdENvFCUzW/nyjnlTUHyD5ppmtSBP84O5Nu7SIk0DmdrQqK9sPaJyF3C0R3gLH3QOpQiGiaNYCsDitHTEd4Y8cbbC3YSkJYAtf3u54h7YcQb/QeTBWaC/nx+I8s2rMIk9XEmLQxzO4zm7TINDRqGQguRLAJaDbxQGgLg4xLKq3MW7GHT7e65zMyaNV8fPMo+qbGNLqNAlM1//3+Dz741X1laK1axaLrzmBE18Z/ETUkm3hOsZnLXl3vkXCzX2o0b84aRvJpa8i0RDZxs8XGh78d45EvPFfofmpqfy4Z0MFjheU27dAP8P4UUNyXoGDMXTD6DjBGNbqJbQXbuGblNdgV99xkM3rO4NaBtxJtcP9sKKoqYu76uaw7vs6tPFwbzgcXfECX2C6N7pMQonbNPsj42muvpby83KO8srKSa6+91t/DiWaQb6r2CG4ALHYncz/fRanZM9u2v4oqrR7BDYDdqfDwF7vJLa1qdBv+ZhO32h0s9JFNfOdxEzsClE38hMnCkyt/91r3ny/3kFfW8hnLg1Z5Pnxxm2dwA/DTs2AubHQTxVXFzNs4zyO4Afjg9w84WXXSo/xo+VGP4AbAbDfzwpYXqLRWNrpfQoim5XeA8+6771JV5fnlVVVVxXvvvdcknRKN89N+zw/oU7YcKfXIwt0Qmw4X+6z7Pb8cUxO04W828RKzjRU78nwe78PfjmK1u39xtkQ28YJyC9U2L1/YgKnKTlFl4wPOkFFVCiXZ3usUBfJ3NroJk9XE/tL9Puu3FWzzKPv2yLc+t197bC0mq6nR/RJCNK16DzAwmUwoioKiKJSXl2M0/t+lfofDwVdffUVSkuctA9HyasuorVbhkVG7qdsAmmQl4KbOJm7Uqjm9Wy2RTbyu5+L082jT1HX8zaVp/KBetar2NvQazwUijRrf46S0Km2dxxRCtLx6vytjY2OJj49HpVLRvXt34uLiah6JiYlce+213HLLLc3ZV1FPZ2Ym+qw7u2cSceH+rfDrzdBOcR7BwinDO8f7HADsD3+ziSdEGpg+LN3n8a4c0cljpeKWyCaeGGnweZz20b7r2qSweEju771Oo4ekXo1uIsYQw5D2Q7zWqVVq+rfzbH9ip4k+j3dR14uIMTR+XJsQomnVO8BZs2YNq1atQlEUli1bxurVq2seP/30Ezk5Odx///3N2VdRT0lRBuac18OjPCFCz/0X9CLS2PiZQQkRBv492fPLJjpMyyMX9aF9EySE9DebuEat4i9D0uje3jNr+EX9U8j0Ut4S2cRTYgw8M3WAx5UcvUbNM1MHkB7ApJ5BJyIRprwKes/XiotfgsjGXyWOMcTw4IgHidZ7DlK8b/h9JIZ5/oGQEpHCrN6zPMqTI5K5of8NGLUyE06IYOP3LKojR47QsWPHRs8sCZS2MIsKoKzKRvbJShZuzKbQZGFCryTO7d2eNB9ZuBviZHk1R0uqWPTzEU6YLAzvHMdF/TuQkRDulkOsMUoqLRwrqfKaTdzXdPe8sio2ZZfw8eZjGHVqrh7ZiR7to0iM8n57w2y1c6ykyms28abKTVVRbeNYSRUf/JrDgcIKeiZHMW1YR9JijYQ30ZT6kOF0QOlR2LUMsn+EuM4w7HqI6wQGL4FPAyiKQm5FLt8d+Y4NuRtIjkhmRs8ZpEWlEaX3PkurtLqUw6bDLNm7hDJrGRMzJjI6dTQpESlN0ichRO38/f6uV4CzY8eOenegf38fl5eDRFsJcE6xOZzYHQpGnbrZglKLzUG13UmUQdNkgc3pGpJNvMpmR61SYdDWbwp2S2QTt9kcVNocRBi06IIwsWdQcTrBXuUad6NpnkUqFUWh2l6NTqNDq65fG1aHFYfTQZhOrrwJ0ZKaJcBRq11fjoqi1Pkl6XA46t/bAGhrAY4QQggRCpplHZzDhw9z6NAhDh8+zMcff0znzp159dVX2bp1K1u3buXVV1+la9eufPzxx40+ASGEEEKIxqrXNdmMjIya/19++eW8+OKLTJ48uaasf//+pKen8+CDDzJlypQm76QQQgghhD/8HgSwc+dOOnfu7FHeuXNn9uzxXIpeCCGEEKKl+R3g9OrVi6ysLKzW/1t91Wq1kpWVRa9ejV+jQghvSs1WTpiqqaiu38rCNoeDAlM1heUW2li6NdHMistzKSjLwWKpCHRXGiW/Mp+jpqOUWcoC3RUhmoXfUxNee+01LrroItLS0mpmTO3YsQOVSsUXX3zR5B0UbVtJpZUtOSW8vPoAeWXVDEiP5bYJ3ejSLpIwHwkq/c0mLkR9FJYf58dj61j0x0eubOLJI5jd9xrSojqi0baeqf55FXn8duI3Fu1ZRFF1EQPaDeCG/jfQMaoj4bqmW0ZCiEBrUDbxyspKFi9ezO+/uxII9urViyuuuIKIiIgm72BTk1lUrUd5tY3XfzjEy2sOuJWrVfD+dWcwupvngmz+ZhMXoj6KynOZu/Fh1uVtdCsP14bzwaT36BLvubBmMCqoLODFrS+y/OByt3KtWstbE99icPvBAeqZEHXz9/u7QYtLREREcOONNzZkVyHqrajCyitrD3iUOxW475OdLLtppNtKw/XJJp7cJ7lZ+yxC09GKYx7BDfz/bOJbX+LxUfOICIsPQM/8U1Rd5BHcANiddp749QlePOtFkiPlPSJCQ70CnM8//5xJkyah0+n4/PPPa9324osvbpKOCfF7fu3ZxEurbG4BTn2yiY/vkVRnEk8hTvftke981q09/iMma3mrCHA25W/yWbe3eC8VttY9rkiIP6tXgDNlyhTy8/NJSkqqdRq4SqUK+oX+ROtR10q/p6823JBs4kLUh9FLhvFTtCotalrHL5a3TOl/JlnRRSip12+z0+kkKSmp5v++HhLciKbUvX3t2cRjmyCbuBD1MbHT+T7rLup0PjHGuBbsTcMNSx6GykcwdkbyGV4TkArRWvn9aV9dXd0c/RDCQ7soA0/8pZ9HeYRew9NT+5MQ6Z48syHZxIWoj5SwJGb1mOZRXpNN3OA9QWewiTfEc8eQOzzKYwwx3DPsHhLDPQfuC9Fa+T2Lymg0Mnz4cMaNG8f48eMZNWoUYWGtZ/qtzKJqXSotdnKKzby/8QhHiisZ0TmBSwZ1IDU23GdCTH+ziQtRH6UV+Rw2HWHJH/+jzFbOxNRxjE4dQ0pMx0B3zS8nzSc5XnGcpfuWUlRVxLDkYUzsNJH0yPRmS5YrRFNolmSbf/bTTz+xbt061q5dy4YNG7Db7QwdOrQm4Dn33HMb3PmWIAFO62RzOLE5nBi1GtT1HEjjbzZxIerDaq3C4bQSZowJdFcaxWK3YHFYiNRFSmAjWoVmD3D+zG63s2nTJl5//XUWL17cKsbhSIAjhBBCtD4tsg7OH3/8wdq1a2seFouFCy+8kPHjxzfkcEIIIYQQTcrvACc1NZWqqirGjx/P+PHjmTNnDv3790elah3TJIUQQggR+vy+8dquXTvMZjP5+fnk5+dz4sQJqqqqmqNvQgghhBAN4neAs23bNvLz87n33nuxWCz8+9//JjExkVGjRnH//fc3Rx9DVlGFhROmaqptzTduqbjS1YbZaq/X9uXVNnKKKjleYm62PjWEv9nERZBRFKgogPJ8sHum0ghlVRYThWU5lJT7XmX7dMXVxRSaC6myB88fjxa7hUJzIUVVRfXep7S6lEJzIZW2yvrtYLe6fkcqCvC5jHkj2R12Cs2FnKw6iVNxNksbIjg0apBxUVERa9euZfny5XzwwQcyyLieCsqrWfdHIQt+PExZlY2xmYncNK4r6fHhTbYQ3ckKCxsOFPH6uoMUVVgZ1TWBv5/VlYz4CHReVvu12Z1kF1Xy+rpDrD9wkiijlqtGZHBWzyTS4gKXYbgh2cRFkDHlwu7P4Le3wGGF3lNg2PUQlxHonjUru7WanIojLNj5Fr8WbCHOGMe1Pa9gePIZJER18LrPyaqT/JL3C+/seodSSykjUkZwXb/rSI9KR6tu0JDJRnMqTo6VH+P9Pe+z9thaInQRzOw5k/Hp42kX3s7rPiXVJWwv2M4bO9+gwFxAv8R+3DTgJjKiMzBqfSS8LcmGX96AvZ+DzgjDboBeF0N0SpOdy/GK43y07yNWZq9Eq9YyNXMqkzpPon1E+yZrQzSfZp9F9cknn9QMLt6zZw/x8fGceeaZjB8/nnHjxjFgwIAGd74lBDrAKaqwcO8nO/huT4FbeZhOw/JbRtM9ufELhpVUWpm3Yg+fbj3uVm7Qqvn45lH0TfWc3ro3z8TU+RuotLoHqGMyE3nisn6kBiDIaUg2cRFkTHnwwXTI2+ZeHpEI16+CuE6B6FWL2Fu4gytXXoPV6X7F6sKM85gz9G5iI92/VEuqS3j8l8dZmb3SrdygMbB48mJ6BChjebYpmytWXEG5rdyt/IzkM3hi7BMkhrm/DyusFbyx4w3e2f2OW7lGpeHNiW8yLHmYZyPFh2HB2WAudi9PHQbT34eoxgc5xyuOc9VXV1FYVehW3j22O6+e86oEOa2Av9/ffl8uuOmmm8jNzeXGG29k69atFBQU8Mknn3DbbbcFfXATDI6WmD2CG4Aqm4PHv9pLeRPcgsk3VXsENwAWu5O5n++i1Oz+gVtUYeHpb/Z5BDcAP+4/SU5xYC6T15VNvMAkq2oHveObPYMbgMqT8MtrYLe0eJdaQlnlCR779SmP4AZgxZFvKDjtSxYgvzLfI7gBsDgsPLnpScosZc3S19qYbWZe3fqqR3AD8Ev+LxwuO+xRfrLqpEdwA+BQHMzbOI+TVSfdK+zVsOElz+AG4PgmyNvR4P7XNOGws+yPZR7BDcAfpX+wpWBLo9sQwcfvAKegoIBly5Zx66230q+f5zL6onbf7T7hs+6H/YWYqhof4Py0/6TPui1HSik7rY3yajtr93kGXad8tbP+YweaUn2yiYsgZrfCtkW+63d/6v1LLQSYrBVsP7ndZ/364z96lP3opeyUTfmbqLC2fKZvk9XEqpxVPutXHFrhUba3aK/P7bNN2ZgsJvdCczHs+cx3J7YuAmf9xhD6UmopZeVhz+DxlE8PfEqVLXjGO4mmIctXtrDaVtXVqlVNMt2+tozaahWoVZ5ZuGvL3G3UBebXxN9s4iLIqNSgqSU9hkbv2iYEqVXqWjNzG7w8Lwa17+dKo9IEZCkOFSp0Gp3PeqPGczxNbduDt4zlatfvgi9aI439qlKpVOjUvvulV+slk3oIkle0hU3s4/s+70X9OxAbXvuHQ32cmel7bMrZPZOIC3f/MImP1HNhf9/3uC/s731AZHPzN5u4CDIaLQy7znf94NmusTghKEYfzdgOo33Wj0w906NsTNoYn9tP6DiBGEPLp4aIM8ZxSddLfNZf3PVij7Ie8T3QqrwPiO6b2NfzPCISYfDVvjsx9BpoZCqJeGM8l3e/3Gf99J7TMWglV12okQCnhaXEhnHzuK4e5e2jDdxxbnfC9Y2fKZEUZWDOeZ4DEhMi9Nx/QS8ije5tRBl13Hp2NzrEeP41dvWIDJKjfcx6aGb+ZhMXQahdL+hzmffygdNBHZoz4SLDE7hryD+JN8Z71N3e/ybaeSlvF96OWwbe4lGeYEzg9sG3E6GLaJa+1kav0TOrzyzSItM86qb1mEZqZKpHeaIxkbkj53qUR+oieWTUI8QZ49wrNFoYPAsSu3t2oN9fISGzwf0/RaVSMbHTRHrF9/KoOzv9bHrG92x0GyL4NGqaeGsU6FlU4FrT5VBhJQs3HKa40sakvsmM75FEalzTZWUvq7KRfbKShRuzKTRZmNAriXN7t691yveRk5Ws2VfAqt8LiDZqmTkigy6JESTHBC5bfEOyiYsgU1EABXvh1zfAXgUDroCMURAdmCuDLSm3LJvVR1axLv8XEo1xXNFjGh0j04iOSPK6fZmljBxTDot/X0xxVTHj08czPn08HSID+1zlV+azMW8jXx/+mihdFFf0uoIuMV08g5X/r9JWybHyYyz9fSnHK44zPGU453c6nw6RHXzfCio7DkfWw/aloA+H4Te6AuFI71PRG+JE5Qm2F27n0wOfolPrmN5jOj3ie5AQltBkbYjm06LJNlujYAhwTrHanTicCmH65vsr1uZwYncoGHXqet/DN1XZ0GlUhDXB1aSm0pBs4iLI2C2gOEAXuHWVAkFxOqm2lqPTGtD6WgPmNDanDbvDjlFrDKo0OFX2KjQqDfraxsz8id1hx+a0YdAa6j/GxWp2XdlrxltG1fZqVKjktlQr0yzJNi+7zMslZh8++eSTem/b1tU2GLip6DRq/F0PLzoIx7a4zkPuqLZqbfTLRKVWE2b0b/yMTq2rdVBsoIRp/buaq9Vo0Wr8/ENJ3/wBsM/FBkVIqddvXkxMyw9uE0IIIYRoqHoFOO+847lokxBCCCFEsJJr/kIIIYQIOQ0aRbps2TL+97//kZOTg9XqvhT5li2y5HUwKa60YHMoRBm1TTIFvdY2DFrCDXW3UVlto6jSilqtCmgiTyFaQpW9igprBVq11ueso0AoMR3D7rQRoY8mPLx5ZhGdKD+O1WknUhdBXHhornkkgpff33gvvvgi999/P7Nnz2b58uVcc801HDx4kE2bNnHLLZ5rOIjA8DebeEMUVVjYlF3MK2sOUlhuYWinOP5xdiadE8PRe1mx2el0crjIzNs/HWbN7wWEG7TMGN6Rib3bkx4vgY4ILXaHnZzyHBbsWsCveb+6son3vZbhycMDOi252HSM3wq28NbexRRVFzGk3QBu6Hs9HaNS0RuaZmbpifJctp3cybt73qXAXEDvhN78rf+NdAxPJSo8eII8Edr8nibes2dPHnroIWbMmEFUVBTbt2+nS5cuzJ07l+LiYl5++eXm6muTCKZp4s2lIdnE/VVWZeO5b/fx7sYjbuVatYoP/zaCIRmeC5kdKCjnsvkbMFW555UZmhHHf6cPJF2u5ogQsrdoL1d+daVnNvEuFzJn+BxiDbEt3qcyUy7Pb3+ZZYe+cCvXqrW8d+4C+iUPaXQbRZUneHPX2yz+fYlbuUal4dUJrzIqdVSj2xBtU7NnE8/JyWHUKNcvaFhYGOXlriyzV111FR988IG/hxPNwN9s4g1RWG7xCG4A7E6F+z/dRVGFe5ZoU5WVl1Yf8AhuAH47UsL+E57ZioVorcosZTz2y2Pes4kfWkFBpe/kts2p0FrqEdwA2J12Ht30JCWmY41uo8Rq8ghuwJVNPOvXLI6bjja6DSHqw+8AJzk5meJiVwbgjh078vPPPwNw+PBh2tiagUHL32ziDbH5SInPut/zyz3aKDHb+H6P70zqy7fmNrpPQgQLk9XE9sJasonnrm/B3vyfzfm/+qzbW7wXk93c6DZ2ndzlsy7blE25reWzoou2ye8A5+yzz+bzzz8H4JprruHOO+/k3HPPZdq0aVx66aVN3kHhP3+ziTeEoY5xPN5WG65t7I/B39UIhQhiDckm3hL06tpXIG6KjNq6OlY51qjkvS5aht+DjN944w2cTicAt9xyCwkJCWzYsIGLL76Yv/3tb03eQeE/f7OJN8SgjrGoVeD0ctHujM7xxJ22GnJStIEpA1NZuCHb6/GmDvFM2idEaxWjj2Fs6ljWHlvrtX5kh5Et26H/b3DyMFSoUPB8445MPoNYbeMTevaO74VWpcWueN6O7pvYl2hdZKPbEKI+/A7X1Wo1Wu3/xUXTp0/nxRdf5B//+Ad6feO/OEXj+ZtNvCHaRRp45OI+HuXRYVr+M6UvMacFUWE6LdeM7kRGgudA4r8MTpXp4iKkROojuWvYXd6ziQ++nXZhTZdA0h+J+hjuGXS7R3mMIYZ7h95NVFRKo9uIN8Ry7/A5HuWRukgePOMB2keFfpJVERwalGyzpKSEt956i7179wLQu3dvrrnmGuLjPd/MwaYtzKKChmUT91d5tY0jRWbe25hNbmk1YzITmdwvhbS4MJ8JAo8UVbLh4Em+3plPuF7LzDM60jUpkg6xgctYLkRzya3IZXXOatYdW0diWCJX9LqCjlEdiW6i6dgNUV6Rx9HKfJbs+5CC6mJGtx/COZ3Oo0NkOipN09w+Kq4sINd8gg/3/Y8T5hMMaDeACzpPJi0yDa02+HJsidah2bOJr1u3josvvpjo6GiGDh0KwObNmyktLeWLL75g7NixDet5C2krAc4pDckm7i+7w4nNzzbKzFZ0GnW9FgYUojVTFIVqezU6jQ6tOnh+3+1WMzZHNUZ9TJMFNqezWKuodlQRqY9G42/STSFO0+wBTr9+/Rg5ciTz589H8//fFA6Hg7///e9s2LCBnTt3NqznLaStBThCCCFEKGj2dXAOHDjAv/71r5rgBkCj0fDPf/6TAwcO+Hs4IYQQQogm53eAM3jw4JqxN3+2d+9eBgwY0CSdEkIIIYRoDL9vit52223cfvvtHDhwgBEjRgDw888/88orr/DEE0+wY8eOmm379+/fdD0VQgghhKgnv8fgqNW1X/RRqVQoioJKpcLhcDSqc82hucbgmC12yi129Bo1cRH1my5fVGHB7lSICdNhbMUL3eWVmrE6FGKMWmIj6l7AzGJzUFplQ6NSkRhVvwXPSs1WLHYnEXoNkcZWPAujqhTsVaCLAGMzjQGrKABrJejCIap93ds7nWAuBAUIT4BmGAyqOJ0UVeaiKAqxYYnodHXPmqu0VWK2mdGr9cQY65c/rch0HCcOog0JGAyNX9MlUI6VH8PhdBCtjyYurB7JKW1VUF0Gai1E1C9rd0lFHnaHjQhDNOHG2Dq3t9gtmKwm1Cp1QJOFnq7MUobVYSVcG06Evu7X3O6wU2IpQaVSEW+Mb5LFDQPB4XRQUl2CgkKcMa5eA9grrBVU2aswaAwBncnXUP5+f/v9SXb48OEGdcyb+fPnM3/+fLKzswHo06cPc+fOZdKkST73+eijj3jwwQfJzs4mMzOTJ598ksmTJzdZn/xltTvILjLzypoD/HKomMQoPTeP68aILvEkRHr/8i4or2bdH4Us+PEwZVU2xmYmctO4rqTHh6PVtJ43W15pFZuyi3nzx8MUllsY1DGWW8/qRqfEcCIMnkGIoijkFJt5Z/1hvt19gnCDltmjOnFu7/a0jzZ6baOk0sqWnBJeXn2AvLJqBqTHctuEbnRpF0lYawoKq8sgfxeszYLig5DYE866D9r1AmNU07RRUQgn98G6p+HkHxDXGcbeBe37QKSPQKfsOOz8CLa8C04H9LschsyC2I5N0yegwHSMb7JX8r+Dy7E6rExMH8+0njNIi+nkdftqezXZpmxe2/4au07uon14e27sfyP92/Unzuj9y76g/BhrjqxmyYGPMdvNnNXhTK7qfTVp0Rmo6vijLJgcKz/Gr/m/smTvEkotpQxtP5Rr+11LemQ6Yd6CQocdSrJh/QtwcBWExcLIW6HrBJ/BbXF5Hr+d2OSeTbzf9XSMykCv91xGwqk4OVZ+jPf3vM/aY2uJ0EUws+dMxqePp114YNbzASitLmV30W7mb59PfmU+veJ7cfPAm+kU04lwrfflMI5XHOejfR+xMnslWrWWqZlTmdR5Eu0j6vGHQBDJr8xnxaEVfLL/ExRF4cIuF3Jp5qV0iPS+xlCltZJDZYd4dfur7C/ZT1pkGjcPvJle8b1aZaBTXw1aB6epfPHFF2g0GjIzM1EUhXfffZenn36arVu30qeP5yJyGzZsYOzYsWRlZXHhhReyZMkSnnzySbZs2ULfvn3r1WZTX8HZdrSEy1/biM3h/jTOGJ7OnPN7EnvagndFFRbu/WQH3+1xT7YXptOw/JbRdE9uoi+7ZlZgqua/3//BB7+6J87TqlUsuu4MRnT1/Asv+2QlF7/yk0fCzeGd4nl55iCSotyDnPJqG6//cIiX17gPXler4P3rzmB0t/r9pRpwdgtsWwwr7vSsu2wB9Lm08VdNbBbYtQyW/92z7vwnYdCVYDhtBVnTcXj/Uijc514e3QGu/aZJgpwC01H+sfZf7ClxH7cXb4xn8fkLSYvp7LHPL3m/cON3N+JUnG7lN/S7gWv7Xkuk3v08TpYf464f72Nz4Tb309BH88H579Exrmujz6MlHC8/zjO/PcP3Od+7lRs0Bhaev5C+iV4+4wr2wptng+20HFI9LoCLX4AI9wCkrOIEz299kWWHPncrry2beLYpmytWXEG5zT0h7hnJZ/DE2CdIDGv596HZZmbR3kW8tPUlt3IVKl6Z8Apnpp7psWTF8YrjXPXVVRRWFbqVd4/tzqvnvNpqgpz8ynxu+PYGsk3ZbuUpESm8e/67pES6L9bocDpYc3QNd671/PyZM2wOU7tPxaj1/gdmsGn2WVQA77//PqNHj6ZDhw4cOeLKKP3888+zfPlyv45z0UUXMXnyZDIzM+nevTuPPfYYkZGRNQk8T/fCCy9w/vnnc/fdd9OrVy8effRRBg8ezMsvv9yQ02i04koL93+6yyO4Afjg16MUlFs8yo+WmD2CG4Aqm4PHv9pLeXXjE2G2hKJKq0dwA65s4g9/sZvc0iq38iqbnZdW7/eaTfzX7GL+OOGZgK+owsoraz1n5jkVuO+TnRSYqhtxBi2o4gR882/vdV/dBRX5jW/DdAy+uc973aqHvbdxaJ1ncANgyoVtS6AJbjHvOrnTI7gBKK4uZvGeRVitlW7lheZCHt7wsEdwA7Bg5wKKq4s9yg+UHvQIbsCV8PL1HW9QZTE1/ARa0Mmqkx7BDYDFYeHZ354lv/K017DaBN8+4BncAOz7EkpyPIoLLUUewQ38KZt4eZ5budlm5tWtr3oENwC/5P/C4bKmu6Lvj6LqIl7d9qpHuYLCIxsfodDsHsTYHXaW/bHMI7gB+KP0D7YUbGm2vja1n47/5BHcAORV5vHV4a9wON3ft4VVhczbOM/rsZ7b/BxF1UXN0c2g4HeAM3/+fP75z38yefJkSktLa8bZxMbG8vzzzze4Iw6Hg6VLl1JZWcnIkd7ztGzcuJFzzjnHrey8885j48aNPo9rsVgwmUxuj6ZSVmVnd67v4/1yyPMX57vdvjNq/7C/EFMTZPpuCZsOe37RnPJ7frnHeZSabazc5fuL/OPNx7wcx4Sv64s5xWZKW8lzRfkJ1xgJb6pLodJ39vd6Mxe5boN5Y6ty9eHPLBWuq0q+7PwIqhr3wWezVfFp9tc+6785uobS09owWU0cq/D8XQDXl9e+Ys+A7PPDvtv4/thayqpL6tnjwPrx+I8+63478Rvm0wOZ6jLXbSlf9n7hUbQ5b5PvzYv3Yjot07fJamJVju82Vhxa4bv9ZpRdlo1D8R6AnzCfoMzq/l4otZSy8vBKn8f79MCnVPl6jwaRcks5nx/0DFBPWXFoBWUW93MvqS6hxOL9PWBz2sityG3SPgYTvwOcl156iTfffJP777/fbS2coUOHNmiRv507dxIZGYnBYOCmm27i008/pXfv3l63zc/Pp31798uI7du3Jz/f9xdnVlYWMTExNY/09HS/++iLl4TZbrxlyDZofY8b0apVzbbacFOrLWM5gOa0J0eFqtZs4mE6zzpdHeORTm8jaKnrGCtUV3191DVQ8vQBiCoV1Jb1WaN3bdOYLqk06NW+B4Tr1DqP3/e6BnzqvfTZUMt56DQ6VLSO3xNdLc+VRqXx/GxQqTxfV7cDeo7Z8fb8/Zn6tEzfKlToNL77ZdQE5tZGbc8VeP4eqVSqWvfRq/WtYrCxWqX2+zzqyt5e13PZmvn9ih4+fJhBgwZ5lBsMBiorK73sUbsePXqwbds2fvnlF26++WZmzZrFnj17/D6OL/fddx9lZWU1j6NHPW+rNFRsuJ4zfYwDUalgWCfP3FwT+/i+z3tR/w7EhreOX7ahneJ8BnjDO8cTfVo28YRIHX8dkubzeJcP9Qw8u7ePQu8jyOnTIZrYsNbxXBGZBL5mwkSluGYuNVZ4gutY3oTFeYzFQB8Bw2/0fbyh10F448ZWaLV6pnW71Gf91C4XER+R7FYWY4ihZ3xPr9vr1Dq6xnqOp7m068U+27i08wXEhyfVs8eBNS59nM+68WnjidafNuYgLB76/MX3AXtd5FF0Kpu4NyOTzyBW7z4GMM4YxyVdL/HZxMW1PPfNKT063Wdw1SWmC7GGWLeyeGM8l3e/3OfxpvecjkFbvxmdgRShj2BGzxk+66f1nEbsaTPiYo2xpEamet0+UhdJUit5fzSE3wFO586d2bZtm0f5ypUr6dWrl98d0Ov1dOvWjSFDhpCVlcWAAQN44YUXvG6bnJzMiRPul9pPnDhBcnKy1+3BFXhFR0e7PZpKTJiORy7u4zUoeeCCXrTzMgU6JTaMm8d5fki3jzZwx7ndCde3jnwtCREG/j3Z8/WODtPyyEV9PGZF6TQaZo/u7DWb+PRh6V7L20UZeOIv/TzKI/Qanp7a3+cstaATmQx/ecvzSo1GD39Z4Dsw8UdsBkyZ73lVRq2BS16BGC8fcB0GQbeJ3st7Tm70FRyArjFdOS/9bI/ybjFduajbJWhOuzoQb4zn0dGPep0F88ioR7xm4U6PSOWyzhd6lkelc0Wvmeh0rWMAZaw+lhv63uBRnmBM4B+D/+E5NVsf7pqJ5+3358w7XYPFT5NoTOCewT6yiQ+7m6jTAmG9Rs+sPrNIi/T842Raj2k+vzibW7uwdvznzP94BGth2jAeO/Mxj+dKpVIxsdNEesV7fmadnX62z6A6GA1oN4CRKZ7DOAYkDuDM1DM9ypPCk3hizBPo1e6fDWqVmqwxWSSFhW6A4/csqgULFvDwww/z7LPPct1117FgwQIOHjxIVlYWCxYsYPr06Y3q0Nlnn03Hjh1ZuHChR920adMwm8188cX/3VseNWoU/fv357XXXqvX8Zt6FpWiKBwvqWLl7nzW7iskOcbIrJGdyEgI97iKcUqp2cqhwkoWbjhMcaWNSX2TGd8jidS41pVR+2R5NUdLqlj08xFOmCwM7xzHRf07kJEQ7nO9pLzSKjYcKmL51uNEGLXMHtmJbkmRPoOVSoudnGIz7288wpHiSkZ0TuCSQR1IjQ1vPbeoAGzVUJoDmxdCwW5IGQiDrnLNVNLWb92kOlkrXW1sWQQFuyChOwydDTHpvtfcqTgB+Tvh1wXgtMHgWZA2DKKbIOj6/4rKj3Og9CAf7P+YaoeFSzqdx+D2Q2kf7f12scPpILcyl68Pf82m/E2kRaUxo8cM0qLSCNd5n/5bXJ7HIdMhlvzxERV2Mxemn8PwDiNIjm666e4tIa8ij9zKXP73+/8osZQwssNIzk4/m4yYDN87lR2D/d/Cns9dV/LO+BskdINwzyvIAOXmkxwtP/b/s4kXMbr9UM7pNJEOUR19TqnPr8xnY95Gvj78NVG6KK7odQVdYrr4nLbfEsx2M8fLj/O/ff8j25TNoKRBXNTlIlIiU3yuCXOi8gTbC7fz6YFP0al1TO8xnR7xPYJqXZ/6KDQX8nvx73y470OcipOp3afSN7Gvz6sxdoed45XHWX5gOTtP7qRrTFcu73E5qZGprWYGFTTg+1tpgEWLFindunVTVCqVolKplNTUVGXBggV+H+fee+9VfvjhB+Xw4cPKjh07lHvvvVdRqVTKt99+qyiKolx11VXKvffeW7P9+vXrFa1WqzzzzDPK3r17lYceekjR6XTKzp07691mWVmZAihlZWV+97c2TqdTMVvsitXuqPc+FptDMVvsTdqPQKi22pVSs1VxOOp/7pUWm2Kx1X97q92hVFpsisPhbEgXg4fdriiWCkVxNOPrbrcqirlYUWzW+u9jrVIUq7n5+qQoSrW1Uqmqrv/7zuF0KGarWbE5bPXex2KpVMxVTfveDoRKa6VSXFWs2O1+/J5YKhTFZqn35jZblWKuKlWcfrxvzTazYrHXv42WYHPYFLPVrDic9T+PKluVUm2rbsZetYxqW7VSZauq9/Z2h10xW82KvTk/f5qRv9/fjVoHx2w2U1FRQVJSwy5xXXfddaxatYq8vDxiYmLo378/c+bM4dxzzwVg/PjxdOrUye1qzkcffcQDDzxQs9DfU0895ddCf5JNXAghhGh9/P3+9jvAqaqqQlEUwsNdl4qPHDlSM/Np4kQv9/ODjAQ4QgghROvT7Av9XXLJJbz33nsAlJaWMnz4cJ599lkuueQS5s+f73+PhRBCCCGamN8BzpYtWxgzZgwAy5YtIzk5mSNHjvDee+/x4osvNnkHhRBCCCH85fecZLPZTFSUa62Eb7/9lssuuwy1Ws2IESNq0jaI+gmVbOIiyFSbwFYJ2jBX8sW6tEA28QaxVIC1wjX13ceMIA8VBaA4wRgHunosI2CpBIsJtIZ6t1FcVYxdsROjj6nf2ik2M1SVuc4joplm6zQgm7ioP5PFhMVhIUwb5pELTQQvvz/JunXrxmeffcall17KN998w513uhJ4FRQUyJiWegqVbOIiyFSXQ+FeWJMFJ3+HuC6udVKS+4Exxvs+LZBN3G+2KijaD2ufhNwtrvVcxt4DqUN9Bwjl+fD7l/Dr667p8j0mw4i/Q1wn7+v52C2urO4/PA1Hf3ZlWz/zn5AxymeAUGgu5MfjP7JozyJMVhNj0sYwu89s0iLT0Hhbjdpug5JD8ONzkL3OtXDi6Nuh81jX4o9NoQHZxEX9mSwmfi/+nfnb53O0/CiZsZncPPBmusZ2JUIXEejuiTr4Pch42bJlXHHFFTgcDiZMmMC3334LuFIirFu3jq+/9p0XJhgEepBxqGQTF0HGYYfdn8In13vWXfhfGDDT84pGC2QTb5BDP8D7U1xXYv5szF0w+g4wnvYeKT8By2bDkQ3u5cZYuGE1JHjJJn70V3hnEjhPS/46/EY4636PK19FVUXMXT+XdcfXuZWHa8P54IIP6BLbxbONvO3w1rmuYOrP+k+H87Pqf1WqNn5mExf1Z7Fb+Hj/x2T9muVR9+y4Z5nQcYL3wFY0m2YfZDx16lRycnL47bffWLny/5KXTZgwgf/+97/+Hq7NCZVs4iLIVOTBV//yXvfNv6HSS5LXFsgm7rfyfPjiNs/gBuCnZ1230k5XsNczuAFXItN1z3h++VcUwhe3ewY3AL++4Vr88DRHy496BDfgWmzuhS0vUHlaVnTMxfDlXZ7BDcCOpa7nuLEakE1c1N/JqpM8+9uzXuse/flRr5nJRXBp0P2Q5ORkBg0a5LZa7fDhw+nZs/Usdx0ooZJNXASZyuDLJt4gVaWuWy7eKIpr1eXTbf/A9/H2fg7m0zIpV5dCQS357o7+4lH07ZFvfW6+9thaTFbTaW2UwbFffbdRWxbw+mpANnFRfyfMJ7A6rV7rSi2llLSSLPVtmQz4aGGhkk1cBBkfS+z/X33LZxNvkLrOQ+NlUG9tuaY0Os/zqCO7Ml4GDteWNVur0npmolapa8/wrm2CtCwNyCYu6s9XuodTWkP28bZOXqEWFirZxEWQCU+sPZt4ZMtnE2+QsHhI7u+9TqOHJC8JfQdd5ft4g67yHIcSFgcZo71vr1K7cnGdZmIn34uYXtT1ImIMpw3iDouDzPN896vrWb7r6qsB2cRF/bULa0eUzvuYyJSIlIDm4RL1IwFOCwuVbOIiyESluDKWe8smftkCV0bz07VANnG/RSTClFfB21Tci1/yPvsorjMMutqzPL6LK/HkaRnLCY+DC55zDUI+3aSnvLaREpHCrN6zPMqTI5K5of8NngkLjdFw3n+8z8ia8LBr1lZjNSCbuKi/duHteGLsE2hOu+KnV+t5YswTPhNbiuDRqFxUrVGgZ1FB6GQTF0HGbnVlE9+2CHK3QlIfGDLbNRvK122cFsgm7jenA0qPwq5lkP2jK4AZdr1ryrfBxxoklSddA6Z/eR2s5dDvr67p2DGp3rdXFNdztWc5HFwNMWkw/AZXGz6m1JdWl3LYdJgle5dQZi1jYsZERqeOJiWilueqNMc1ff2Pb1xBzRl/cwVe9VmfqL78zCYu6q/aXk1uRS4f/fERB0oP0C+xH5d0u4QOER3QnR44i2bX7LmoWrtgCHBOsdqdOJwKYXqZaiiakNMB9mrQGEFTz98tWzWgBNe4DacT7FWucTf1XXzQbnGdvz68ftsrimsWkh9tWB1WHE4HYfV9rmra0HteTWpK1kpQ60Bby9gq0SAOpwOrw4peo5ep4QHk7/e33A8JIL1W7hCKZqDWuMbY+KO2gbqBolb7fx71WVn4z1Qqv9vQa/Tgz3dcA9pokJZoo43SqDWEqYMo+Bf1It+wQgghhAg5EuAIIYQQIuRIgCOEEEKIkCNjcIQIMeXWcqrsVRi1RqL19RhI73CA6ZhrMGxUSr2ycFdYK6iyV6HX6D3XgAmkkhxXmoeIRN8zrv7EbDNTaatEp9YR623auBf+ZhM3WUyUWcrQaXQkR3iZru9N5Ulw2Fwzuuo7YLq52atdK02rNJ7rKgk3dqed0upSAOKMcUEzMPnU+9agMRBtCP3k2BLgCBEiKqwVHCg9wPzt8zlYepD0qHT+PvDv9Ijr4fvDrCQbtn/oyo/kdECvi2HoNd4TVOIKCA6VHWL+tvnsK9lHamQqfxvwN3on9CbWENts51an0iOw90vYstA1m6jbuTDy7xDfzevqyFaHlSOmI7yx4w22FmwlISyB6/tdz5D2Q4g3ep9e7W82cYvNQnZ5Nm/teostJ7YQZ4xjZq+ZnJF8BimRPqaWVxTAobWw4UVXPqvO42HMHa7M8PWdSdbUnE4ozYYNr8D+la41is64CXpMgqh6BmxtSG5FLp8d+IwvDn6BSqViStcpXNzt4voHt82g0lrJobJDvLr9VfaX7CctMo2bB95Mr/heIR3oyDRxIUKA3Wnn2+xvmfPjHI+6uSPmcnG3izGcnuag+DB8MM17NvFZKzyCHKfiZN2xddy2+jYU3D82/jnkn0zvOZ2wpkhB4K+SHPjkBjj6s3u5MRau+xba9fDYZVvBNq5ZeQ12xT3h5oyeM7h14K0eH/oNySa+s3Ans1fO9shndH7G+dw1/C7ah5+22F9lEXx1N+z+2L1ca4Trv4fkfl5OvgUUHXBlLD8911nncXDZmxDVBIsWhoi8ijxmr5xNbqV7MtWM6AwWTFwQkCDH4XSw5uga7lx7p0fdnGFzmNp9qudClUGq2bOJCyGCT6G5kP/8/B+vdU9teooib4kzD631nU186yLXwoGntfHwhoc9ghuAF7e+6L2NllC41zO4gf+fTfxpqHL/Yi6uKmbexnkewQ3AB79/wMmqkx7l/mYTLzAX8OSmJ70ma1x5ZCUnzZ5tYDrmGdyA69bQynuhKgDJHS2VsCbLeyLXwz9A0f6W71OQcipOVmav9AhuAI6YjrDumOfvT0sorCpk3sZ5Xuue2/wcRdUBet+2AAlwhAgBJZYSym3lXuuqHdUUVhW6F5qLYZeXL9NT9n4O5XluRaWWUp8fhnannaPlR/3qc5PZucx33b6vPbKim6wm9pf6/mLeVrDNo8zfbOLl1nK2F273uc+Px3/0LNz/nc/tyf4Jqk2+65tLdSn8XktW8h0ftlhXgl2ZpYwVh1b4rP/84OeYLC3/GpZUl1Bi8R4c25w2cis8A7JQIQGOECGgrszGWtXp2cTV9cgm7n7M03PynE6nDtDS9bUN9NXoAPecWnU9V3ovz4u/2cTVKnWt7XjcLoTaz0OtCUxusLqyzmuDZAB0EFCpVLW+B3RqXUAykAft+7YFSIAjRAiIM8T5TP4XY4ghISzBvTAsFgZ7SVB5ysCZEO2exynGEEPHqI5eNw/ThtEhMkDJHQde4buu3189BsLGGGIY0n6I183VKjX923lmM/c3m3iMPobRHXxkLAfOTD3TszDTdxv0vMiVPbylhSfAgFqe34HTW64vQS7WEMuMnjN81s/oOYNIb0lkm1msMZbUSO852SJ1kSGdNFQCHCFCQFJ4Ek+OedLjrzGNSsMTZz5BYpiXrNYdBkPXsz3LUwZCrws9Zh+1C29H1pgsj6sZapWax8983HsbLSE2AwZ4+aKN7wIjbvbIrxVjiOHBEQ96nUJ/3/D7vJ6Hv9nE48Pi+dfQf3mdkXXzgJtJMCZ4lBOZDOP/7aU8Cc55qF7T3puc1gCj/uFKQnq6ode5nntRY2SHkQxsN9Cj/IzkMxiUNKjlO4Trs+GJMU+gV7tfiVOr1GSNySIpLHQDHJlFJUSIsDqsNVNUdxftpntcd6ZmTqVDZAff67WU5riyiW95D5x26D8N0od7/0LDNdYmtyKXLw59wbaCbXSO6cxfu/+V1KjUwMygOqXsGBT+AZvfAWuFa7p7l/EQ39nr5oqikFuRy3dHvmND7gaSI5KZ0XMGaVFpROmjvO7TkGziR0xHWHVkFT/n/UycMY7pPaeTFplGu3Af68iYS6D4IPz6OlQUQo/J0ON8V0b4QCo7DofWuMZtGaJdGcsTu7vWGxJuCswF7Dq5i2V/LEOlUjGtxzR6xffy/Zq3ALvDzvHK4yw/sJydJ3fSNaYrl/e4nNTI1FYzgwokm3idJMARoa5BmY8tFa4F8oz1e0+cakOn0aFVB9FyWtZKcNghrH6LDyqKQrW92q/z8DebuNPppMJWgUFjqNfCgIBrBpvTBrrwwIy98cVqBrVWMpbXQ7W9GhWq+r/mLaC1Z0WXbOJCtHENynzs5+2PoM2u7GdGbZVKVe9ApaYJP7OJq9Vq/xdT0+qBIAwigmVV5VYgGK+MBO37tpnIGBwhhBBChBwJcIQQQggRciTAEUIIIUTIkTE4QpxSVQJ2i2tgZz0H2walahPYKkEb5lrvphkUV56g0m7GoNaTFOV9jY1Gs1S4ZkRp9BAegDVgfPA3m3iVvYoKawVatZY4Y1wL9FAIARLgCOEKbHK3wg9PubJSt+8L4++Ddt1dmZNbi+pyV16mNVlw8ndXBuqz7nMlaTTWb1ZRXUorTpBdmcvrO95gf+l+OkR24Lq+19IrphtJ0WlN0ga2KleOo7VPQu4WV/LPsfdA6lCI8LJ+TAvxN5u43WEnpzyHBbsW8Gver8QZ47i277UMTx7uufCiEKLJyTRx0bZZzbBpAXz3oHu5SgXTlkCPScE1TdcXhx12fwqfXO9Zd+F/YcBM0DVuuqrdbmX1sbXc9cNdHgk3bx14CzMy/0J0U6z1cegHeH+Ka9r6n425C0bfAUbv69Q0p4ZkE99btJcrv7rSI+HmhV0uZM7wOcQaYpuzy0KEHMkmLoQ/KgtgtZdMu4oCK+7wSDgZtCry4Kt/ea/75t9QeaLRTeRV5vL4L497zSb+2o7XKbJ6T/bpl/J8+OI2z+AG4KdnwVzoWd4C/M0mXmYp47FfHvOaTXzFoRUUVBY0W1+FEC4S4Ii2rTgbHDbvdRUnXFm3W4PKIqgu815nq4Lyxgc4ZdbyWrOJ55TnNLoNqkqhJNt7naK4Vl0OAH+ziZusplqzia/PXd9kfRNCeCcBjmjbNHVk0m0tq32q63grN8Fqw3VlQtapm2BhurrOw1sW7hbQItnEhRBNSgIc0bbFpvte/Ta+S2AyODdEeCJE+ciJFBYHkY0fGxOti6w1m3hqU2QTD4uHZM9s3oBrNlVSr8a30QANySY+NnWsz31GdhjZZH0TQngnAY5o26KS4dLXPAcS68Lgsjchqn1g+uWvqBT4y1uuIODP1Bq4bIErU3UjpcVk8OioeV6ziT888mHaNcWg2YhEmPKq99lrF7/kyqwdAP5mE4/UR3LXsLu8ZhO/ffDttAsLXOJFIdoKmUUlhNXsmh7+29tw8g9IPwMGTIeYjqBpRSsp2K2u7ODbFrmmvSf1gSGzXZmodU2TF8diMXO8Ko/lBz9nT9Ee0qPS+Wv3y+kQltg0M6gAnA4oPQq7lkH2jxDXGYZd78pw7mfOrKbUkGziuRW5rM5Zzbpj60gMS+SKXlfQMaqj/7mphBCSTbwuEuAInxx2cFhAa2w9Y2+8cTrAXg0aI2ia5zxsNgtmWzlGXQQGP5NV1pvTCfYq17ibIAo0/c0m3pCM5UIIT5JNXIiG0miD6ou0wdQav7Nq+0unMxDTyHV16qRWN/t5NIS/2cQbkrFcCNF4MgZHCCGEECFHAhwhhBBChBwJcIQQQggRckJgwIEQIczh+L/0BOHtmmfQsNPpakMBwhPqNw7JUg7WStAaXOvsBImiqiKcipNoQ7QspifEaSqsFVTZqzBoDG1iJp8EOEIEq7JjsHUxbP/A9fOAGTDwCtfihE3WxnHY+RFsedc1+6rf5TBklmtquTfWCij8A9ZmwYldEJsB4+6BlIEQHrhFEQvMBazJWcOS35dgtps5K/0srup9FWmRaahaQ7JUIZpRpbWSQ2WHeHX7q+wv2U9aZBo3D7yZXvG9QjrQkWniQgSjsmOw8EIoOexeHtcZZq+AmLTGt2E6Du9fCoX73MujO8C133gGOU4n7P8Gls5w5YX6s3Mfda1Vow9vfL/8dLLqJHetvYvNBZvdyqP10XxwwQd0jPYRrAnRBjicDtYcXcOda+/0qJszbA5Tu0/1WKgyWEk2cSFaO0WBvV94BjfgKtv7hWeA0RCH1nkGNwCmXNi2xHV77M9qMn17aXv1PFdm9gA4UHLAI7gBV8LL13e8TpW9KgC9EiI4FFYVMm/jPK91z21+zmcC3VAgAY4QwaaqBHZ86Lt+x4eubRrDUgHbFvuu3/kRVJ32wVdVDBU+ghiHDYq9BGQt4PODn/us+/7I95RZfGRZF6INKKkuocTi/fPC5rSRW5Hbwj1qORLgCBFsVOras5xrdK5tGtWGyjNvlVsbes/8XHW1WdvxmlFtg4l1Gh0qZAyOaLs0qtonJujUtXzWtHIS4AgRbMJiYdgNvuuH3+japjH0Ea7j+DL0OleG8j8Lj3dlWPd1vKYc/OyHSzMv9V3X7VKvCS+FaCtijbGkRqZ6rYvURZIUHpgEti1BAhwhglHnsZAx2rM8YzR0OrNp2ugwCLpN9F7ec7LnFZyoZFeG9dPTDqjUrozsTZCxvCHSo9K5rNtlXsuv6HkFutquhgkR4pLCk3hizBPo1e5XWNUqNVljskgKC90AR2ZRCRGsyvMhdxv89pbr56HXQYeBrkCjqVScgPyd8OsCcNpg8CxIGwbRPjJkO+xQlgPbl8LRXyCxOwy91jVdPAAzqE4pri7mUOkhlvy+hApbBRd2vpDhKcNJjghM0CVEMLE77ByvPM7yA8vZeXInXWO6cnmPy0mNTG01M6hAsonXSQIc0erYql3/6prxg8hWDSieV2d8qclYHoSZvhUHYVpJbinE6RxOB1aHFb1Gj0bdDIuGNjPJJi5EqGnOwKahbbRAxvKG0AdooLMQrYFGrSFM3XaCfxmDI4QQQoiQIwGOEEIIIUKOBDhCCCGECDkyBke0OIvDgsliQq1SkxCW0DyNOGxgLnJNYY5o5znlubVoSDbxahPYKkEbVq/1cpyKk+LqYhRFIc4Yh1YtHwu1KS7Pxe60E2OMx2CIDHR3GqykugS7006ELoJwXeBmwAnRXAL6SZaVlcUnn3zC77//TlhYGKNGjeLJJ5+kR48ePvdZuHAh11xzjVuZwWCgurq6ubsrGklRFI5VHGPRnkWsPrqacG04V/S6grPSz2raxaZKjsCmBbDnM9fqukOvgz5TXEkkWxN/s4lXl0PhXliTBSd/h7gucNZ9kNwPjDFed8mvzOerQ1/x8f6PcSgOJneezNTuU+kQ2cqeqxZQWH6cH4+tY9EfH2GymhiTPILZfa8hLaojGm3rWWunuKqY3078xls736Kouogh7YdwQ/8b6BjVUQZpi5AS0Gni559/PtOnT2fYsGHY7Xb+/e9/s2vXLvbs2UNEhPcZGgsXLuT2229n377/SxKoUqlo3759vdqUaeKBk2PKYcaXMzBZTW7lQ5KG8PS4p2kX3q7xjZRkw4JzoLLQvTxlIMxY6nt9l2DjbzZxhx12fwqfXO95rAv/CwNmgs49pcGJyhPc+N2NHCo75FbePrw97016T4KcPykqz2XuxodZl7fRrTxcG84Hk96jS7zvP8qCSZmljOe3PM+yP5a5lWvVWt47/z36tesXoJ4JUbdWlU185cqVzJ49mz59+jBgwAAWLlxITk4Omzd7Zgb+M5VKRXJycs2jvsGNCJwqexWv73jdI7gB2FywmYOlBxvfiN0Cv7zmGdwA5G2D47X/XgWNhmQTr8iDr/7l/Xjf/BsqT3gU/5L3i0dwA3DCfILlB5bjcDo86tqqoxXHPIIbALPdzAtbX6KyqjgAvfJfobnQI7gBsDvtPPrzo5Q0NomrEEEkqAYZl5W5sv7Gx9eeO6aiooKMjAzS09O55JJL2L17t89tLRYLJpPJ7SFansli4vsj3/usX35weeMbMRe7rmL4svV9sFsb305za0g28coiqPaRNdtWBeXuAU6lrZLPDn7ms4mvDn/lMwNxW/Ttke981q09/iMma3kL9qbhNp/wHeTvLd6LySafjyJ0BE2A43Q6ueOOOxg9ejR9+/b1uV2PHj14++23Wb58OYsWLcLpdDJq1CiOHTvmdfusrCxiYmJqHunpgUkIKKg1J1CYpgkWn1Kpa89orTU2Pgt3S2hINnF1Hed12sBhNepaswjr1DrUwfPxEHDGWn6vtCot6laSsbyuMTbq1vD+EKKegua3+ZZbbmHXrl0sXbq01u1GjhzJ1VdfzcCBAxk3bhyffPIJ7dq14/XXX/e6/X333UdZWVnN4+jRo83RfVGHeGM8l3bznfV5SuaUxjcSkejKpeTLsOuDKq2ATw3JJh6eCFE+xheFxUGk+/imMF0YM3rO8NnEX3v8lThjXP362wZM7HS+z7qLOp1PTCt5rga3H4zKRzA2MmUksYbYlu2QEM0oKAKcW2+9lRUrVrBmzRrS0tLq3uFPdDodgwYN4sCBA17rDQYD0dHRbg/R8nQaHVf0vIL0KM8raH/J/IvXcr+pNTBwBrTr5VnX5y/QrnUMBAX8zyYelQJ/ecvzCpZaA5ct8Jrpu29iX8akjvEo75PQh7M6noWqtU6tbwYpYUnM6jHNozw5Ipkb+t+A0RAVgF75L9GYyD3D7vEojzHEcO/we4nSt47zEKI+AjqLSlEU/vGPf/Dpp5+ydu1aMjMz/T6Gw+GgT58+TJ48meeee67O7WUWVWDlV+bza/6vfHnoSyJ0EVzR8wq6xHYh3lj7uCu/mHLhyAbYvsS1FszwGyGpF0Q24VT0luBvNnG7FUpzYNsiyN0KSX1gyGyI7egz19RJ80l+L/mdD3//ELti57LMyxjQbkDTTtsPEaUV+Rw2HWHJH/+jzFbOxNRxjE4dQ0pMx0B3zS/l1nKOlh9lyd4lFJgLGJ06mnMyzqFDRAcJakVQa1XZxP/+97+zZMkSli9f7rb2TUxMDGFhrjEZV199NampqWRlZQEwb948RowYQbdu3SgtLeXpp5/ms88+Y/PmzfTu3bvONiXACQ5V9io0Kk3zrrthM4NKA1pD3dsGM3+ziddk+jbWb2FAwGK3oKBg1LZAYs9WzmqtwuG0EuZjbaHWwu60Y3PYMGqNEtiIVqFVZROfP38+AOPHj3crf+edd5g9ezYAOTk5qP80gLKkpIQbbriB/Px84uLiGDJkCBs2bKhXcCOCR5i2BTLahsrqrC2Q6dvQ2oPAFqTXhwGtPyOzVq2VVatFSAvoFZxAkCs4QgghROvTqhb6E0IIIYRoDhLgCCGEECLkyA1Y0fJsFqgucS1W19pmNrU0uxXKc13/j+oAWkmGKIQQ9SEBjmg5iuJKhvnzfNj3pWsg7PC/QY/JrScJZksqPgxb3ofdn7h+7nMZDL4S4rsEtl9CCNEKyCBj0XKKDsKbZ0N1qXt5xiiYuhCiJGlqjeLD8P6l3rOJX/UpxHcOTL+EECJAZJCxCE42M6x7xjO4AdeifAV7W7xLQcvphD3LfWcT37PctY0QQgifJMARLaOqFPZ+7rt++5IW60rQq8iHPZ/5rt/zmWuVYyGEED5JgCNaTm0ZskNlUb6moNLUnU28ruzhQgjRxsmnpGgZEe1g4JW+6wfVUtfWRLWHQVf7rh88y3c+KiGEEIAEOKKlaHQw4ibvM4AGz3INnhX/p/NY6DjSs7zjSOjkmQFcCCGEO5lFJVpW2XE4/CPs/B/oI+GMv0G7HhCRGOieBZ+SI66s4NsWu34eOBM6DIK4jMD2SwghAqBVZRMPBAlwgoTV7EoKKUke61Zd7vrXGBXYfgghRAC1qmziog3Ty6DiepPARggh/CZjcIQQQggRciTAEUIIIUTIkQBHCCGEECFHxuC0IlVWO6ZqOzqNiviINjY411wMdgsYosAQGejetByHA8yFrv+HtwONJrD9EVBRCIoDjLGgMwa6N0IIHyTAaQXsDidHiszM/+Eg6w+cJC5cz41juzC6WwLtokL8A9ZcDMc2wbqnwJQLHQbD+DmQkAm6sED3rnmVHYOti2H7B66fB8yAgVdAbHpg+9VWlefD/u/g51ehugy6nQujb4O4Tq4ZgUKIoCLTxFuBvXkmpryyHovdPcHiRf1TeOSSPqF7Nae6HNY/Dz8+416uUrsyancZH4hetYyyY7DwQu/ZxGevgJi0wPSrraoohOV/h/3fupfrI+GG1a61nIQQzUqyiYeYUrOVhz/f7RHcAHyxI4+80uoA9KqFVBbAT896litO+OKO0E04qSiw9wvf2cT3fuHaRrSckkOewQ2AtQJWPQKW8pbvkxCiVhLgBLnyaju/HC72Wb/694IW7E0LO7Hb9xd5yWGoKmnZ/rSUqhLY8aHv+h0fhu65B6vdy33X7fvadctKCBFUJMAJcioVaNQqn/VGXQjf+9foa69Xh+gQMpW67mziKnnrtihtLWPdNDrA93tUCBEY8ikZ5GLDdEzs3d5n/Vk927Vgb1pYUi/fQU5yfwiLa9n+tJSwWBh2g+/64Te6thEtp++lvuv6z4Dw+JbrixCiXiTACXKRRh1zJvWkXaTnQOI7zskkKZRnUUUmwcUveZbrI2HKq6GdoLPzWMgY7VmeMRo6ndny/WnrotNg5K2e5TFpMOafoT+jT4hWSGZRtRLHS6pY9fsJvt19gnaRBmaNzqBTQgSx4XXcxmntLBVQkg2bFrjG3WScCf0ud02VDvWpueX5kLsNfnvL9fPQ66DDQIhKDmSv2i5zMZz8A355HapLofcU6DZBZrQJ0UIkm3gdWmuAA6AoCtU2Jxq1Cr22jV18c9jAYQVtGKjb2Lnb/v9MOVlULjjYreC0gT4i0D0Rok2RbOIhTKVSEaYP8asWvmh0tQ+8DWUS2AQXrR4I8SunQoSANvansBBCCCHaAglwhBBCCBFyJMARQgghRMiRMThCiKBUWVWC2VaBXq0jJrKZZo5ZKsFiAq1B1rIRIsRIgCOECCrVFhPZpiO8tuMNdhXvpX14e27sM5v+if2Ia6pAx26B4oPww9Nw9GeIbA9n/hMyRoX2+kpCtCEyTVwIEVR+OfojN665FafinmD2ht6zuLbPNUSGJzS+kaO/wjuTwGl3Lx9+I5x1v6wULUQQkmziQohWq9B0jId/fdwjuAFYsOc9iq2ljW+kohC+uN0zuAH49Q2oONH4NoQQAScBjhAiaJisJo5VHPNap6Cw7+SexjdSXQoFtRzn6C+Nb0MIEXAS4Aghgoa6jvQbeo1nTja/qepYLFPbBG0IIQJOAhwhRNCI0UXRM76n1zqdWkfXuMzGNxIW5z2RKYBKDWnDGt+GECLgJMARQgSN+KgOPDpiLuHacI+6R864n3ZhTTDAODwOLngOjLGedZOecmWxF0K0ejKLSggRVBx2G7kVx/j60Ao2ndxBWngKM3r8lbTIVMLD4pqmEUWB0hzYsxwOrnZlBB9+A8R1AmNM07QhhGhSkk28DhLgCNE6OB0OLLZydNowtM01LkZRwGYGjQE0siyYEMFMsokLIUKCWqMhTBPbvI2oVKCPaN42hBABIWNwhBBCCBFyJMARQgghRMiRAEcIIYQQIUcCHCGEEEKEHAlwhBBCCBFyJMARQgghRMiRAEcIIYQQIUcCHCGEEEKEHAlwhBBCCBFyJMARQgghRMiRAEcIIYQQIUcCHCGEEEKEHAlwhBBCCBFyJMARQgghRMiRAEcIIYQQIUcCHCGEEEKEHAlwhBBCCBFytIHugBD1Yi4GuwUMUWCIDHRvhBBCBLmAXsHJyspi2LBhREVFkZSUxJQpU9i3b1+d+3300Uf07NkTo9FIv379+Oqrr1qgtyIgzMXwxzew5HJYcDZ8+jfI3wG2qkD3TAghRBALaIDzww8/cMstt/Dzzz/z3XffYbPZmDhxIpWVlT732bBhAzNmzOC6665j69atTJkyhSlTprBr164W7LloEdXlsPEVWPJXOPYbmHLh9xXw+jg4+kugeyeEECKIqRRFUQLdiVMKCwtJSkrihx9+YOzYsV63mTZtGpWVlaxYsaKmbMSIEQwcOJDXXnutzjZMJhMxMTGUlZURHR3dZH0XzaDoILw8BLz9isZ1hmtXQlRyy/dLCCFEi/P3+zuoBhmXlZUBEB8f73ObjRs3cs4557iVnXfeeWzcuNHr9haLBZPJ5PYQrcSJ3d6DG4CSw1BV0rL9EUII0WoETYDjdDq54447GD16NH379vW5XX5+Pu3bt3cra9++Pfn5+V63z8rKIiYmpuaRnp7epP0WzUijr71eLWPkhRBCeBc0Ac4tt9zCrl27WLp0aZMe97777qOsrKzmcfTo0SY9vmhGSb18BznJ/SEsrmX7I4QQotUIigDn1ltvZcWKFaxZs4a0tLRat01OTubEiRNuZSdOnCA52ftYDIPBQHR0tNtDtBKRSXDxS57l+kiY8ipEJLZ8n4QQQrQKAQ1wFEXh1ltv5dNPP2X16tV07ty5zn1GjhzJqlWr3Mq+++47Ro4c2VzdFIGiC4OeF8JN62HINdBlPJz1gOvnpN6B7p0QQoggFtBBDLfccgtLlixh+fLlREVF1YyjiYmJISwsDICrr76a1NRUsrKyALj99tsZN24czz77LBdccAFLly7lt99+44033gjYeYhmZIiE5L4w+WlwWEEbBuqguPAohBAiiAX0m2L+/PmUlZUxfvx4UlJSah4ffvhhzTY5OTnk5eXV/Dxq1CiWLFnCG2+8wYABA1i2bBmfffZZrQOTRQjQ6EAfIcGNEEKIegmqdXBagqyDI4QQQrQ+rXodHCGEEEKIpiABjhBCCCFCjgQ4QgghhAg5EuAIIYQQIuRIgCOEEEKIkCMBjhBCCCFCjgQ4QgghhAg5EuAIIYQQIuRIgCOEEEKIkBPQXFSBcGrhZpPJFOCeCCGEEKK+Tn1v1zcBQ5sLcMrLywFIT08PcE+EEEII4a/y8nJiYmLq3K7N5aJyOp3k5uYSFRWFSqUKdHf8ZjKZSE9P5+jRo20ql1ZbPW+Qc2+L595Wzxvk3Nviudf3vBVFoby8nA4dOqCuR+LlNncFR61Wk5aWFuhuNFp0dHSbegOc0lbPG+Tc2+K5t9XzBjn3tnju9Tnv+ly5OUUGGQshhBAi5EiAI4QQQoiQIwFOK2MwGHjooYcwGAyB7kqLaqvnDXLubfHc2+p5g5x7Wzz35jrvNjfIWAghhBChT67gCCGEECLkSIAjhBBCiJAjAY4QQgghQo4EOEIIIYQIORLgBKknnngClUrFHXfc4XObhQsXolKp3B5Go7HlOtlEHn74YY/z6NmzZ637fPTRR/Ts2ROj0Ui/fv346quvWqi3Tcvfcw+V1/yU48ePc+WVV5KQkEBYWBj9+vXjt99+q3WftWvXMnjwYAwGA926dWPhwoUt09km5O95r1271uN1V6lU5Ofnt2CvG69Tp05ez+OWW27xuU+ovNf9PfdQea87HA4efPBBOnfuTFhYGF27duXRRx+tM59UU7zP29xKxq3Bpk2beP311+nfv3+d20ZHR7Nv376an1tj+gmAPn368P3339f8rNX6/tXcsGEDM2bMICsriwsvvJAlS5YwZcoUtmzZQt++fVuiu03Kn3OH0HnNS0pKGD16NGeddRZff/017dq1Y//+/cTFxfnc5/Dhw1xwwQXcdNNNLF68mFWrVnH99deTkpLCeeed14K9b7iGnPcp+/btc1vpNSkpqTm72uQ2bdqEw+Go+XnXrl2ce+65XH755V63D6X3ur/nDqHxXn/yySeZP38+7777Ln369OG3337jmmuuISYmhttuu83rPk32PldEUCkvL1cyMzOV7777Thk3bpxy++23+9z2nXfeUWJiYlqsb83loYceUgYMGFDv7f/6178qF1xwgVvZGWecofztb39r4p41P3/PPVRec0VRlDlz5ihnnnmmX/vcc889Sp8+fdzKpk2bppx33nlN2bVm1ZDzXrNmjQIoJSUlzdOpALn99tuVrl27Kk6n02t9KL3XT1fXuYfKe/2CCy5Qrr32Wreyyy67TJk5c6bPfZrqfS63qILMLbfcwgUXXMA555xTr+0rKirIyMggPT2dSy65hN27dzdzD5vH/v376dChA126dGHmzJnk5OT43Hbjxo0ez895553Hxo0bm7ubzcKfc4fQec0///xzhg4dyuWXX05SUhKDBg3izTffrHWfUHjtG3LepwwcOJCUlBTOPfdc1q9f38w9bV5Wq5VFixZx7bXX+rwyEQqvtzf1OXcIjff6qFGjWLVqFX/88QcA27dv56effmLSpEk+92mq110CnCCydOlStmzZQlZWVr2279GjB2+//TbLly9n0aJFOJ1ORo0axbFjx5q5p03rjDPOYOHChaxcuZL58+dz+PBhxowZQ3l5udft8/Pzad++vVtZ+/btW914BPD/3EPlNQc4dOgQ8+fPJzMzk2+++Yabb76Z2267jXfffdfnPr5ee5PJRFVVVXN3uUk05LxTUlJ47bXX+Pjjj/n4449JT09n/PjxbNmypQV73rQ+++wzSktLmT17ts9tQum9/mf1OfdQea/fe++9TJ8+nZ49e6LT6Rg0aBB33HEHM2fO9LlPk73P/breI5pNTk6OkpSUpGzfvr2mrK5bVKezWq1K165dlQceeKAZethySkpKlOjoaGXBggVe63U6nbJkyRK3sldeeUVJSkpqie41q7rO/XSt+TXX6XTKyJEj3cr+8Y9/KCNGjPC5T2ZmpvL444+7lX355ZcKoJjN5mbpZ1NryHl7M3bsWOXKK69syq61qIkTJyoXXnhhrduE6nu9Pud+utb6Xv/ggw+UtLQ05YMPPlB27NihvPfee0p8fLyycOFCn/s01ftcruAEic2bN1NQUMDgwYPRarVotVp++OEHXnzxRbRardvgNF9ORccHDhxogR43n9jYWLp37+7zPJKTkzlx4oRb2YkTJ0hOTm6J7jWrus79dK35NU9JSaF3795uZb169ar1Fp2v1z46OpqwsLBm6WdTa8h5ezN8+PBW+boDHDlyhO+//57rr7++1u1C8b1e33M/XWt9r9999901V3H69evHVVddxZ133lnrnYqmep9LgBMkJkyYwM6dO9m2bVvNY+jQocycOZNt27ah0WjqPIbD4WDnzp2kpKS0QI+bT0VFBQcPHvR5HiNHjmTVqlVuZd999x0jR45sie41q7rO/XSt+TUfPXq02wwRgD/++IOMjAyf+4TCa9+Q8/Zm27ZtrfJ1B3jnnXdISkriggsuqHW7UHi9T1ffcz9da32vm81m1Gr3UEOj0eB0On3u02Sve4OvO4lmd/otqquuukq59957a35+5JFHlG+++UY5ePCgsnnzZmX69OmK0WhUdu/eHYDeNty//vUvZe3atcrhw4eV9evXK+ecc46SmJioFBQUKIried7r169XtFqt8swzzyh79+5VHnroIUWn0yk7d+4M1Ck0mL/nHiqvuaIoyq+//qpotVrlscceU/bv368sXrxYCQ8PVxYtWlSzzb333qtcddVVNT8fOnRICQ8PV+6++25l7969yiuvvKJoNBpl5cqVgTiFBmnIef/3v/9VPvvsM2X//v3Kzp07ldtvv11Rq9XK999/H4hTaBSHw6F07NhRmTNnjkddKL/XFcW/cw+V9/qsWbOU1NRUZcWKFcrhw4eVTz75RElMTFTuueeemm2a630uAU4QOz3AGTdunDJr1qyan++44w6lY8eOil6vV9q3b69MnjxZ2bJlS8t3tJGmTZumpKSkKHq9XklNTVWmTZumHDhwoKb+9PNWFEX53//+p3Tv3l3R6/VKnz59lC+//LKFe900/D33UHnNT/niiy+Uvn37KgaDQenZs6fyxhtvuNXPmjVLGTdunFvZmjVrlIEDByp6vV7p0qWL8s4777Rch5uIv+f95JNPKl27dlWMRqMSHx+vjB8/Xlm9enUL97ppfPPNNwqg7Nu3z6MulN/riuLfuYfKe91kMim333670rFjR8VoNCpdunRR7r//fsVisdRs01zvc5Wi1LGcoBBCCCFEKyNjcIQQQggRciTAEUIIIUTIkQBHCCGEECFHAhwhhBBChBwJcIQQQggRciTAEUIIIUTIkQBHCCGEECFHAhwhhBBChBwJcIQQrcbs2bOZMmWKz/qFCxcSGxvbYv2pS6dOnXj++ecD3Q0h2iQJcIQQopGCLbASQkiAI4QQQogQJAGOEKJeli1bRr9+/QgLCyMhIYFzzjmHysrKmvoFCxbQq1cvjEYjPXv25NVXX62py87ORqVSsXTpUkaNGoXRaKRv37788MMPNds4HA6uu+46OnfuTFhYGD169OCFF15odL+XL1/O4MGDMRqNdOnShUceeQS73V5Tr1KpWLBgAZdeeinh4eFkZmby+eefux3j888/JzMzE6PRyFlnncW7776LSqWitLSUtWvXcs0111BWVoZKpUKlUvHwww/X7Gs2m7n22muJioqiY8eOvPHGG40+JyFEPTQqTagQok3Izc1VtFqt8txzzymHDx9WduzYobzyyitKeXm5oiiKsmjRIiUlJUX5+OOPlUOHDikff/yxEh8fryxcuFBRFEU5fPiwAihpaWnKsmXLlD179ijXX3+9EhUVpZw8eVJRFEWxWq3K3LlzlU2bNimHDh1SFi1apISHhysffvhhTT9mzZqlXHLJJT77+c477ygxMTE1P69bt06Jjo5WFi5cqBw8eFD59ttvlU6dOikPP/xwzTan+rVkyRJl//79ym233aZERkYqRUVFiqIoyqFDhxSdTqfcddddyu+//6588MEHSmpqqgIoJSUlisViUZ5//nklOjpaycvLU/Ly8mqel4z/187dhETVxXEc/47ZC0pKVqIRDkOZCOlENOoo1ELQilYmuMhVKopFCwskRgTxpVExFzEZFCUJ0SIKIooMN9FEg4oKQokYUrvC3ExqL3payHOfhjJ9xsKe4fdZ3XPOvf/zH2bz4947Y7ebhIQE4/P5zPj4uLlw4YKJiooyr169+i3fi4gsTQFHRJY1ODhoADM5OfnT9V27dplbt26FzDU2Nhq3222M+TfgeL1ea/3Lly9m586dprW1dcl9T506ZY4fP26N/2vAyc/PNy0tLSHn9PT0mOTkZGsMmLq6OmscDAYNYB49emSMMaa2ttbs3bs3pIbH47ECzs/2/YfdbjelpaXWeGFhwSQmJpqurq4lP4OI/B7Ra3fvSET+L5xOJ/n5+WRkZFBYWEhBQQHFxcVs2bKFjx8/MjExQVlZGRUVFdY1X79+JT4+PqSO2+22jqOjozlw4AAvX7605nw+H9evX+fNmzfMzs7y+fNn9u3bF3bfIyMj+P1+mpubrbn5+Xnm5uaYmZkhJiYGgMzMTGs9NjaWuLg43r17B8DY2BgulyukblZW1op7+L62zWYjKSnJqi0if44Cjogsa926dTx58oTnz5/T29vLpUuX8Hg8BAIBKyRcvXqV7OzsH65bqdu3b3Pu3Dk6Ojpwu91s3ryZ9vZ2AoFA2H0Hg0EaGhooKir6YW3Tpk3W8fr160PWbDYbCwsLYe/7vT9ZW0SWpoAjIitis9nIy8sjLy+P+vp67HY79+7do6amhh07dvD69WtOnDjxyxovXrzg4MGDwOIdnsHBQU6fPg2A3+8nNzeX6upq6/yJiYlV9bx//37GxsbYvXt32DXS0tJ4+PBhyFx/f3/IeMOGDczPz4e9h4j8fgo4IrKsQCBAX18fBQUFJCYmEggEeP/+Penp6QA0NDRw5swZ4uPjOXz4MJ8+fWJgYIDp6WlqamqsOj6fj9TUVNLT0+ns7GR6epqTJ08CkJqays2bN3n8+DEOh4Oenh76+/txOBxh911fX8+xY8dISUmhuLiYqKgoRkZGGB0dpampaUU1KisruXjxIrW1tZSVlTE8PEx3dzewGPpg8Q/9gsEgfX19OJ1OYmJirDtbIrI29DNxEVlWXFwcT58+5ejRo+zZs4e6ujo6Ojo4cuQIAOXl5Vy7do0bN26QkZHBoUOH6O7u/iGceL1evF4vTqeTZ8+ecf/+fbZt2wYsBomioiJKSkrIzs5mamoq5G5OOAoLC3nw4AG9vb24XC5ycnLo7OzEbrevuIbD4eDOnTvcvXuXzMxMurq68Hg8AGzcuBGA3NxcqqqqKCkpYfv27bS1ta2qbxFZPZsxxqx1EyIS2SYnJ3E4HAwNDa3qpeG/RXNzM1euXOHt27dr3YqILEGPqERElnH58mVcLhdbt27F7/fT3t5uvTskIn8nBRwRkWWMj4/T1NTEhw8fSElJ4ezZs5w/f36t2xKRX9AjKhEREYk4eslYREREIo4CjoiIiEQcBRwRERGJOAo4IiIiEnEUcERERCTiKOCIiIhIxFHAERERkYijgCMiIiIR5xsXX0OkgcGVpgAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -29,7 +59,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -39,7 +69,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -49,31 +79,27 @@ } ], "source": [ - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "import seaborn as sns\n", - "from sklearn import datasets\n", - "\n", - "# prepare dataset\n", "iris = datasets.load_iris()\n", "iris_data = pd.DataFrame(iris.data)\n", "iris_data.columns = [i.replace(\" (cm)\", \"\") for i in iris.feature_names]\n", "iris_data[\"species\"] = iris.target_names[iris.target]\n", "iris_data.head(5)\n", "\n", - "# plot\n", "x_data = \"sepal length\"\n", "y_data = \"sepal width\"\n", "c_data = \"species\"\n", "\n", "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data)\n", + "plt.title(\"An example scatterplot\")\n", "plt.show()\n", "\n", "sns.violinplot(x=c_data, y=y_data, data=iris_data, hue=c_data)\n", + "plt.title(\"An example violin plot\")\n", "plt.show()\n", "\n", "glue = sns.load_dataset(\"glue\").pivot(index=\"Model\", columns=\"Task\", values=\"Score\")\n", "sns.heatmap(glue)\n", + "plt.title(\"An example heatmap\")\n", "plt.show()" ] }, @@ -91,12 +117,19 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:55.815499Z", + "iopub.status.busy": "2024-07-01T17:21:55.815112Z", + "iopub.status.idle": "2024-07-01T17:21:59.085313Z", + "shell.execute_reply": "2024-07-01T17:21:59.084284Z" + } + }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -106,7 +139,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -116,7 +149,7 @@ }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAo0AAAF1CAYAAACNhNCkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAAsTAAALEwEAmpwYAABjCklEQVR4nO3deVxN+f8H8NdpoZ1otZRqMI1KmAilDLIbWcY2EcY2trEO0sjekFnsfoOyMwxK9n1M2YmyfMcg+yCyl7bP7w/fztdV3Nt1c3V7Pb+P8/i6n3PO57w/p6befZZzJCGEABERERHRO+hpOwAiIiIi+vgxaSQiIiIipZg0EhEREZFSTBqJiIiISCkmjURERESkFJNGIiIiIlKKSSMRERERKcWkkYiIiIiUYtJIREREREoxaSQiIiIipZg0EhEREZFSTBqJiIiISCkmjURERESkFJNGIiIiIlKKSSMRERERKcWkkYiIiIiUYtJIREREREoxaSQiIiIipZg0EhEREZFSTBqJSCuEEKhSpQokSULXrl21Hc5HKTg4GJIkYe3atVqtg4gIYNJIRFpy7NgxXLp0CQCwefNmPH36VMsRkSaEhYVBkiSEh4drOxQi0jAmjUSkFStXrgQAVK1aFWlpafjjjz+0HBEREb0Lk0Yi+uAyMzOxdu1alC9fHr/88guA/yWRr5MkCUZGRjh58iT8/PxgYWEBDw8P7Nix4531//7776hfvz4sLCxQvXp1hIWFISsrCwBw4sQJGBgYwNzcHNevXwcApKWlwdXVFXp6evjrr78AAA8ePMCQIUPg5OQEExMTuLm5YdGiRRBC5Inv6NGj8PHxQenSpdGkSROcP38et27dQps2bWBpaYmqVatixYoV8nlRUVGQJAn9+vXDlClTULlyZdja2iIoKAgPHjx4Z9uuXr2Kjh07onz58ihXrhw6duyIK1euKL3n6enp6NOnD8qVK4cKFSpg1KhRyMzMlPdnZmZi0qRJ8PDwgIWFBXx9fbFmzRqFOrKysvDLL7+gWrVqMDY2hpOTE0aPHi33Evv7+2PixIkAgLFjx0KSJCQnJ+PAgQOQJAnNmjXD0qVL4ebmBhsbG3Tr1g3Pnz/HwYMHUb9+fZibm6NOnTo4deqUwnW3bt0qfz3t7OzQqVMnXL58Wd6f27s5ZcoUfPfdd6hYsSIqVqyIwYMH48WLF0rvDRGpSBARfWBbtmwRAMTIkSNFVlaWsLOzE5IkiRs3bigcB0Do6ekJa2tr0bp1a+Hj4yMACCMjI3H37t186w4PDxcAhKWlpWjbtq2oUqWKACCaN28ucnJyhBBChISECACiSZMmIicnRwwbNkwAEKNGjRJCCJGVlSXq1asnAAhPT0/Rpk0bYWZmJgCIJUuW5InP3t5etGvXTnh4eAgAomrVqsLJyUn4+vqKFi1aCABCkiRx6dIlIYQQkZGRAoCwsLAQlpaW4quvvhLVqlUTAES1atVEZmamEEKIHj16CABizZo1Qggh/v77b2FmZib09fVF/fr1RZMmTYSBgYGwtLQU58+fz/d+5NZhbW0tPDw8RIcOHYSpqakAIObMmSOEECInJ0c0a9ZMABCVKlUS7du3F1ZWVgKACA8Pl+v6/vvvBQBRsWJF0aFDB1GuXDkBQAQFBQkhhJg1a5aoVauWACBq164t+vXrJ1JSUsT+/fsFAFGmTBlhb28vvvrqK2Fvby8ACD8/P1GqVCnRtm1bUbNmTQFAODk5iaysLCGEEFu3bhUA5GPc3NwEAFGlShXx4sULIYQQEyZMkO9nuXLlROfOnYWTk5MAIJo2bSp/3Yno/TBpJKIPrlOnTgKAOH36tBBCyEnbjz/+qHAcAAFALFiwQAjxKrmpW7euACBWrlyZp97r16+LkiVLCk9PT/Hs2TP5nKlTpwoAYvPmzUIIIdLT0+Xko0+fPkKSJFGtWjWRlpYmhBDi8OHDAoDo1KmTXPf58+cFAPH555/niW/ZsmVCCCHS0tJE6dKlBQDRuXNnOVkJDAwUAMTs2bOFEP9LGo2NjcXly5eFEEJkZGSIBg0aCAAiMjJSCJE3aWzZsqUAIP766y85hkuXLgljY2PRtm3bfO91bh3169eXk9GFCxcKAKJx48ZCCCHWr18v34vcmDMzM0Xz5s2FsbGxuH37tsjIyBBmZmbCwcFBpKeny+11cHAQAMSTJ0+EEP9L4KZPny7HkJs06uvry+09cuSIfP8WLlwohBDi5cuXwsbGRgAQZ8+eFUII0bRpUwFAXLhwQa7vq6++EgBEbGyswjXLlSsnHjx4IIQQ4smTJ/IfDPv378/33hBRwXB4mog+qCdPniA6Ohqurq6oXr06AKBbt24A8h+iBiCvrpYkCTVr1gQA3L59O89xcXFxePnyJfT09DBixAj0798fAwYMwOnTpwFAXkFcsmRJLFu2DPr6+vjtt9+gr6+P5cuXw8jICADg5eWFtLQ0rFixAvfu3cO+ffsQFxeHEiVK4MKFC3mu265dOwCAkZERqlSpIpdJkgQAcHd3BwD8+++/Cue1adMGzs7OAABDQ0P07dsXABAfH5/nGtnZ2di3bx9MTU2xYsUK9O/fH/3790dERARMTEwQHR2NtLS0fO8fAHz11VcwMDAAANSqVUvhHu7ZswcAcOfOHQwYMAD9+/fHoEGD8PjxY6SlpSEmJgYGBga4f/8+/v77b2RnZyM+Ph5//PEHzMzMAAD/+c9/3nrtXJ6ennJ7c+/J6/evRIkS+PTTTxXuVW67KleujDNnzuCPP/7Ay5cvASDP1yIoKAhlypQBAJibm6N79+5vvZ9EVHAG2g6AiIqXP/74A+np6Xj06BGaNGkC4NXjdyRJQmJiIs6cOSMnk8CrZMrCwkL+bGVlBeBVEvWm3DmKp06dyjMvDgD+/vtv+d81a9ZEo0aNsGvXLlSvXh01atSQ9+np6WHTpk2YOXOmnHA6OjoCAJ4/f65QZ4kSJeTECQAsLS0BAGXLls1T9mbMFSpUUPhcvnx5AMCNGzfyxP7gwQM5KVy0aFGe/QDwzz//KCRjr8u9b6//Ozee3PsWGxub77l///03JEnCuXPnMHbsWBw8eBAZGRmwsrJCTk4OAODZs2f5nvu61++JiYkJSpYsiZcvX77zXj169Ajff/89oqOj8ejRI5iamqJ06dL5XrMg95OICo49jUT0QeX2Jt65cwd79+7F3r17sW/fPnmByesLRoBXCZyqcnuxhg4dCvFq+o3CdvLkSfnY7du3Y9euXQCAkydPYvHixfK+pUuXomvXrrCxscHhw4fx5MkTJCcny8nK63J7E9+kStw3b95U+Hzr1i0AgIODQ55jra2tYWZmBktLS2RnZ+fbvrcljMriyb1vmzZtyrfeWbNm4eLFi6hTpw6uXLmCTZs24e7du7h//z4aN26stJ25CnqvsrOzUbt2baxbtw4RERG4cuUKnjx5gpCQkHyPL8j9JKKCY9JIRB/MzZs3sX//fnz22Wd5EpNz584BAFavXp1vL6IqcldYr1ixAlevXpXLZ8+ejU8++QQ///wzgFe9dr1794axsTHWrFkDfX19DB8+HNeuXQPwvx63rl27wtvbG+bm5jh8+DDu3bsHAO8cBi6ImJgYeeVzZmYmfvvtNwBA/fr18xwrSRJat26N1NRUzJ07Vy6/dOkS3N3d4efnJ/f6FVSbNm0AADNnzpTblp2djaCgIHzyySeIj4/Hzp07kZ2djQYNGqBFixawsbHBw4cP8eeffwLIe0/e7JFVR1JSEq5fv47y5csjODgYTk5OAF7dt/yuuWLFCnn1+bNnz+Q/QPK7n0RUcByeJqIPZvXq1RBCoHXr1nn2ubq6wtnZGVeuXMG+ffvkoeuCsLa2xowZM9C/f394eHigUaNGuHnzJk6ePAlHR0d57uTAgQNx584dzJ49G507d8b58+cxefJk9O7dG7t27UL9+vWxefNmDBo0SO5927lzJypWrIgbN27gwYMHeYZC1WFkZITPP/8cAQEBOHfuHJKSkuDm5vbWN+T8+OOP2LdvH4YOHYrff/8d5ubmiIuLw9OnT7F27doC9cq+LiAgAF27dsXq1atRtWpVeHl5ISEhAVeuXEHLli3h7e0NfX19SJKEZcuW4dq1a7C1tcXevXthbGwMAHKylju8vHz5cgghMHr0aLViAoDKlSvD2toaly9fRq1ateDu7o5Tp07JCembjydKS0uDh4cH/Pz8cPToUVy5cgXNmzdHgwYN1I6BiP6HPY1E9MHkDk3nlzRKkiT3eL05RF0Q/fr1w/bt21G7dm0cPHgQ//77L3r06IG4uDjY2Nhg7dq1WLduHRo2bIiBAwcCAMaPHw8PDw/s3bsXCxcuxLBhwzBx4kSULVsWu3fvxoMHDxAZGYmWLVsCyJusqKtjx44YPXo0Tp48ibt376Jbt244ePCgvGDlTRUrVkRCQgK6d++OO3fuIC4uDh4eHti+fTs6der0XrGsWLECP/30E+zs7LBz504YGBhgwoQJWL9+PfT09FCnTh2sW7cO7u7uOHz4MJKSkjBgwABMmzYNwP/uSbt27VC9enXcvn0bU6dOxZMnT9SOycTEBDt37kTjxo1x9epV/Pnnn6hTpw62bt2qcM1cI0aMQOfOnfHXX3/h5cuXGDRoEB8aT6RBksidSERERB9EVFQUevbsiX79+mHhwoXaDqfICwsLw8SJEzF9+nSMGTNG2+EQ6Sz2NBIRERGRUkwaiYiIiEgpDk8TERERkVLsaSQiIiIipfjIHfrgrv+2WPlBRYi1n5+2Q9AYvRIltB2CRun/97WAuiD1v2+m0RUiM1PbIWiMlY+PtkPQqIyHD7UdgkYZfeKi2QqfqfkMUjNTzcahBUwaiYiIiFRVjGf1MWkkIiIiUpG6S0Hyf4lm0cI5jURERESkFHsaiYiIiFTF4WkiIiIiUopJIxEREREpU5znNDJpJCIiIlJVMe5p5EIYIiIiIlKKPY1EREREqirGPY1MGomIiIhUpO6cRl3A4ekiyt/fH5IkyVvJkiXh7OyMESNGIC0tDQAQHByscMzrW9u2bQEAYWFhCuUmJiaoUKECunbtilOnTimtJ3cjIiIi3caexiLM19cX8+fPBwBkZGTg8OHDGD58OB48eICoqCgAgIuLCzZv3pznXHNzc/nfRkZGOH78OAAgPT0d//zzD8LCwvDFF1/g7NmzmDJlCkaOHAkAuHXrFpo1a4ZZs2YhICCgcBtIRET0sSnGPY1MGoswCwsLuLm5yZ9r1qyJ06dPIyYmRi4zMjJSOCY/+vr6Csd8/vnnsLa2RuPGjbFv3z4EBwejQoUKAAAzMzMAgIODg9J6iYiIdA6TRtIVRkZGCr2I6spNDlNTU9+7LiIiIl1RfFNGzmnUGdnZ2YiPj8fq1avRsWPH96rn8uXLmDRpEgCgUaNGmgqRiIio6BNCvU0HsKexCNu6dSsMDF59CbOzswEAJUuWRK9eveRjzp07Jx/zunXr1qF9+/YAgOfPn+epx8XFBWvXroWHh0ehtoGIiKhI0ZEEUB1MGouw1xfCZGZmIjk5GZMmTYKXlxdOnDgB4O0LYSpWrCj/+/WFMPfv30eTJk3QsmVLdOrU6b1jjIqKkhfl5Grt5ISO9eq/d91EREQfHJNGKoreXAhTo0YN2NnZoV69etiyZQsA9RbCdOvWDYsWLcKoUaPkBTDqCg4ORnBwsELZ9d8Wv1edRERE2sLnNJLOyMzMBACULVtW7TpCQkKQmZmJadOmaSosIiIi3cA5jVQUPXnyBElJSQCArKwsXLlyBaGhobCyskJAQAD279+P9PR0+ZjXmZubw9HRMd96q1Spgq5du2Lx4sX4/vvv33ocERERFR9MGouwQ4cOwd3dHQAgSRJsbW3h4+ODdevWwd7eHgBw+fJl+ZjXffnll/nOdcw1fvx4rF69GlOmTMFvv/1WKPETEREVOTrSa6gOSRTnwXnSCl2b02jt56ftEDRGr0QJbYegUfpGRtoOQWNST5/WdggaJf47lUYXWPn4aDsEjcp4+FDbIWiU0ScuGq0v48ZNtc4rUfH91gh8DNjTSERERKSqYtzXxqSRiIiISFVMGomIiIhImeKbMjJpJCIiIlIdexqJiIiISCkmjURERESkFJNGIiIiIlKmOD+pkK8RJCIiIiKl2NNIREREpKpi3NPIpJGIiIhIVcU4aeTwNBEREREpxZ5G+uD2rlqt7RA0qqmZmbZD0BjzqlW1HYJGZaSmajsEjXl59662Q9CozGfPtB2CxpjcuKHtEDTqxfXr2g5BozT97univBCGSSMRERGRqopx0sjhaSIiIiJSij2NRERERCri8DQRERERKcekkYiIiIiUYtJIREREREoxaSQiIiIiZYpvysikkYiIiEh17GkkIiIiIqWKcdLI5zRqkb+/PyRJkreSJUvC2dkZI0aMQFpamnxMcHCwfI4kSYiIiHhnvdu2bUOTJk1QpkwZmJubo3bt2liyZAmEEEhOTla4Zn5bWFgYDhw4IH9etGhRnmvs2LFD3h8VFaXJ20JERPTxEkK9TQewp1HLfH19MX/+fABARkYGDh8+jOHDh+PBgweIiopCZGQkDA0NVa5vzZo1CAoKwqBBgzBq1Ci8fPkSO3bsQJ8+fXDt2jWMHz8eiYmJ8vEhISE4d+4cNm/eLJfZ2Njg/PnzAABzc3NER0ejX79+CteJjo6Gubk5nj59+h6tJyIiKlr4nEbSGgsLC7i5ucmfa9asidOnTyMmJgYA4OTkVKD6FixYgMaNG+OXX36Ry1q3bg07Ozts2bIFY8eOVbiepaUljIyMFMoAyEljixYtsGnTJjx79gxm/33HshACMTExaNmyJdauXVug+IiIiKho4vD0R8jIyAjm5uYA8g5PKyNJEi5duoTU1FSF8tDQUBw7dgzGxsYFiiUwMBAZGRnYuXOnXHby5Encvn0bbdu2LVBdRERERV4xHp5m0vgRyc7ORnx8PFavXo2OHTuqVceIESNw9epVVKxYET179sTSpUtx9epVtWNycXGBh4eH3PMJADExMbC0tESDBg3UrpeIiKgoEkKotekCJo1atnXrVhgYGMhb/fr18eLFC/Tq1Uut+tq0aYP4+Hg0a9YMGzduRO/eveHs7Aw/Pz+cPXtWrToDAwMRGxuLrKwsAK/mM7Zu3bpAcy2JiIh0AnsaSVt8fX2RkJCAhIQEnDp1Chs3boSrqyu8vLxw6dIlter09vbGhg0bkJqaitOnT2PkyJE4efIkGjVqhMePHxe4vsDAQDx8+BDx8fFITk7G2bNnERgYqNK5UVFR8Pf3V9j++vdOgWMgIiL6KDBpJG3JXQjj5uaGGjVqIDAwEPPnz8eTJ0+wZcuWAtWVkpKCiIgIXL58GQCgp6cHT09PzJw5ExEREUhJSUFcXFyBY/Tw8ICzszOio6MRExMDY2NjBAQEqHRucHAwDhw4oLD52NkXOAYiIqKPwgdIGoUQWLx4MWrUqAFTU1NUqFABX3/9NZKTk+VjcnJyMHXqVHz++efy4/UiIiIKdSicSeNHKDMzEwBQtmzZAp1XunRphIeHY/r06Xn25Q4l29nZFTgeSZIQGBiImJgYREdHo1mzZjAxMSlwPUREREWdUHMriHnz5qFv375o164d9u7di9mzZ8sjhs+ePQMAdO/eHVOmTMHXX3+N7du3o0OHDhg3bhy+/fZbjbQzP3zkjpY9efIESUlJAICsrCxcuXIFoaGhsLKyQkBAACIjI/Occ/HiRezYsSNPed26dTFnzhx07doVQgh06dIF5ubmOHHiBEJDQ9G0aVNUr15drTgDAwMxa9YsXL58GcuWLVOrDiIioiLvAww1L1++HF9//TVCQ0PlsvLly8Pb2xuHDh1CuXLlsGrVKixbtgzdu3cHAPj4+MDU1BSDBw/GqFGj4OzsrPG4mDRq2aFDh+Du7g7gVY+era0tfHx8sG7dOtjb5z+Mu2TJEixZsiRP+fHjx9GlSxfY29sjPDwcQUFBePz4MZycnDB69GgMGTIE+vr6asXp7e0NW1tbpKSkoFWrVmrVQUREVOR9gKSxVKlSeR6Rl/vZ0tIS69atQ6lSpdCpUyeFY3r06IERI0bg999/x5gxYzQeF5NGLTpw4ECBj1FlrkLughNVvO0VgP7+/grX0tfXx7///qtwjJWVlc48RoCIiEgV6v7ei4qKyvM7Nzg4ON9nMXft2hXffvstmjZtiubNm+PWrVsYMmQIXF1dUatWLcydOxcuLi4oWbKkwnlmZmaoWLEirl27plaMyjBpJCIiIipkb0sQ8/P1119j1apVaN++vVxmaGiIgwcPwtDQEPfv33/rugcrKyvcu3dPEyHnwYUwRERERKr6AKun27dvjzNnzmDevHk4cuQItm3bhoCAADRu3BhnzpyBtbU1Hjx4kO+5KSkpsLGx0URL82BPIxEREdFH4ubNm9iyZQtWr16NLl26yOWNGzeGi4sLli9fDgcHB8TGxiIjIwMlSpSQj3n27Blu3LgBR0fHQomNPY1EREREqirknsaXL18CQJ6Fq3p6etDT00NaWho6deqEx48fY+3atQrHLF++HBkZGWq/ilgZ9jQSERERqaiwF4A6OzujcePGGDx4MFJTU1GjRg08evQI8+bNw7///osePXqgevXq6NatG/r164fU1FR8/vnnOHz4MMaNG4e+ffvCxcWlUGJj0khERESkqkJOGiVJwqZNmxAREYGff/4Z165dQ6lSpVC7dm0cOHAAderUAQAsW7YMVatWxbJlyxASEoJPP/0UU6ZMwahRowovNsFnptAHFun/hbZD0Kim/fpqOwSNMa9aVdshaFRGaqq2Q9CYtBs3tB2CRmX+960WusDa11fbIWjUi+vXtR2CRtm01uyzhR/9VfDX8QJAaZ/6Go1DGzinkYiIiIiU4vA0ERERkYqK8wAtk0YiIiIiVTFpJCIiIiKlmDQSfTilS5ZQflARomdoqO0QNEaX2gJAp36452RmajsEjZL0OKX+Y6VzPwc0rDgPT/O/WiIiIiJSij2NRERERKoqxj2NTBqJiIiIVMWkkYiIiIiUKc5zGpk0EhEREamqGCeNXAhDREREREqxp5GIiIhIVcW4p5FJIxEREZGKOKeRiIiIiJRj0khEREREShXjpFHnF8L4+/tDkiR5K1myJJydnTFixAikpaXJxwQHB8vnSJKEiIiId9a7bds2NGnSBGXKlIG5uTlq166NJUuWQAiB5ORkhWvmt4WFheHAgQPy50WLFuW5xo4dO+T9UVFRat+DRYsWQZIk+Pv7q10HERERFW86nzQCgK+vLxITE5GYmIjDhw9jxIgRmDt3LgYMGAAAiIyMxJQpU1Sub82aNWjTpg2qVauGtWvXYvXq1fDy8kKfPn0wYcIElCtXTr5eYmIi2rRpAxcXF4Wyb7/9Vq7P3Nwc0dHRea4THR0Nc3Pz927/8uXLYWNjg4MHDyI5OTnP/kqVKiEsLEyh7H0TVSIiIl0k1Nx0QbEYnrawsICbm5v8uWbNmjh9+jRiYmIAAE5OTgWqb8GCBWjcuDF++eUXuax169aws7PDli1bMHbsWIXrWVpawsjISKEMAM6fPw8AaNGiBTZt2oRnz57BzMwMwKuJtjExMWjZsiXWrl1boPhe988//yA+Ph7R0dHo0qULli9fjh9++EHt+oiIiIo1Dk8XP0ZGRnIv3pvD08pIkoRLly4hNTVVoTw0NBTHjh2DsbFxgWIJDAxERkYGdu7cKZedPHkSt2/fRtu2bZXG8q4ewRUrVqBixYpo1aoVOnTogGXLlskrv3KH0a9du4aJEydCkiR5yBwAevbsiUqVKgEAwsLCUKlSJWzZsgX16tWDubk5vLy8cOrUqQK1lYiIqEgTQr1NBxS7pDE7Oxvx8fFYvXo1OnbsqFYdI0aMwNWrV1GxYkX07NkTS5cuxdWrV9WOycXFBR4eHnLPJwDExMTA0tISDRo0ULvenJwcrFixAkFBQdDT00NwcDCuXLmCv/76CwDkYXR7e3sMGDAAiYmJ8PLyQmJiIgBg8uTJConsv//+ixkzZmDixInYsGEDnj9/jqCgILXjIyIiKnKYNOq2rVu3wsDAQN7q16+PFy9eoFevXmrV16ZNG8THx6NZs2bYuHEjevfuDWdnZ/j5+eHs2bNq1RkYGIjY2FhkZWUBeDWfsXXr1jA0NFSrPgCIi4vD1atX0b17dwCAn58fHB0dsWzZMgBAiRIl4ObmhhIlSsDGxgZubm4wNTWVh9ErVKiAqlWryvW9fPkSK1euRJMmTdC0aVMMGDAA58+fx6NHj9SOkYiIqCgRQqi16YJikTT6+voiISEBCQkJOHXqFDZu3AhXV1d4eXnh0qVLatXp7e2NDRs2IDU1FadPn8bIkSNx8uRJNGrUCI8fPy5wfYGBgXj48CHi4+ORnJyMs2fPIjAwMM9xy5YtU0iAAaBXr17y50aNGsnHrlixArVq1YKjoyPS09ORkZGBLl264Pfff8eLFy8KHKONjQ0cHR3lz59++ikAvDNpjIqKgr+/v8K279atAl+biIiItKtYLoSpUaMG7OzsUK9ePWzZsqVAdaWkpCAqKgqBgYFwcXGBnp4ePD094enpCRcXFwwYMABxcXFo0aJFger18PCAs7MzoqOj4ejoCGNjYwQEBORJ7tq0aYOEhAT5s7u7OyZNmiTPfTQ1NQUApKWl4ffff8fjx4/znWO5efNmdO3atUAxvlmPKr2gwcHBeeaLbmrarEDXJSIi+mjoSK+hOopF0pifzMxMAEDZsmULdF7p0qURHh6OixcvYvHixQr7cpMoOzu7AscjSRICAwMRHR0NBwcHNGvWDCYmJnmSRktLS1haWiqUVahQIc/K7C1btuDJkyfYs2ePnEjmGjhwIKKiohSSxvy6znWlO52IiEhjivHvxmKRND558gRJSUkAgKysLFy5cgWhoaGwsrJCQEAAIiMj85xz8eJF7NixI0953bp1MWfOHHTt2hVCCHTp0gXm5uY4ceIEQkND0bRpU1SvXl2tOAMDAzFr1ixcvnxZnneoruXLl6NevXoKw9W5OnbsiHHjxuHmzZuoUKECjI2NcebMGSQnJ8urpY2MjHD8+HEEBASgfPny7xULERGRrijOHSrFImk8dOgQ3N3dAbzq0bO1tYWPjw/WrVsHe3v7fM9ZsmQJlixZkqf8+PHj6NKlC+zt7REeHo6goCA8fvwYTk5OGD16NIYMGQJ9fX214vT29oatrS1SUlLQqlUrteoAgHv37mHHjh2YOnVqvvvbtm2LsWPHYuXKlRgzZgyCgoIwdepUODk5yf8xBAcHY+nSpdi2bVu+DwQnIiIqlopx0iiJ4pwyk1bo2pzGun36aDsEjTF/bbW8Lki/e1fbIWjM8/d4rNfHKOe/U4R0gVX9+toOQaPS79zRdggaZdWsqUbru7tps1rn2Qa21Wgc2lAsehqJiIiINKE497QxaSQiIiJSVTEeoGXSSERERKQqJo1EREREpBSTRiIiIiJSpjivHy4WrxEkIiIiovfDnkYiIiIiVRXjnkYmjURERESqYtJIRERERMoU5zmNTBqJiIiIVFWMk0YuhCEiIiIipdjTSPSedOkdulnPnmk7BI3KTk/Xdgj0FllPn2o7BI0R2dnaDkGjXqakaDsE+kgxaSQiIiJSEec0EhEREZFyTBqJiIiISCkmjURERESkFJNGIiIiIlKm+KaMTBqJiIiIVMeeRiIiIiJSikkjERERESnFpJGIiIiIlCnOz2ks0q8R9Pf3hyRJ8layZEk4OztjxIgRSEtLk48JDg6Wz5EkCREREe+sd9u2bWjSpAnKlCkDc3Nz1K5dG0uWLIEQAsnJyQrXzG8LCwvDgQMH5M+LFi3Kc40dO3bI+6OiotRq/6NHj/Ddd9+hZs2aMDU1RZUqVTBs2DDcvXtX5Tq2b98OSZIQGRmZZ9/Lly9hYWGBHj16qBUfERER6Y4i39Po6+uL+fPnAwAyMjJw+PBhDB8+HA8ePEBUVBQiIyNhaGiocn1r1qxBUFAQBg0ahFGjRuHly5fYsWMH+vTpg2vXrmH8+PFITEyUjw8JCcG5c+ewefNmuczGxgbnz58HAJibmyM6Ohr9+vVTuE50dDTMzc3xVM1XaV26dAmNGjWCqakpxo4diypVquA///kPwsPDER0djfj4eNjZ2Smtp1GjRrC0tMTGjRvRs2dPhX379u3D06dP8dVXX6kVIxERkc4pxj2NRT5ptLCwgJubm/y5Zs2aOH36NGJiYgAATk5OBapvwYIFaNy4MX755Re5rHXr1rCzs8OWLVswduxYhetZWlrCyMhIoQyAnDS2aNECmzZtwrNnz2BmZgbgVdd2TEwMWrZsibVr1xYovtzzBw8eDGNjYxw/flyu19vbG61atUL16tUxZswYlXowS5QogXbt2mHFihV4+vQpzM3N5X2bNm1CqVKl0KRJkwLHSEREpIs+1PD0uXPnMHr0aPz1118wMjJCkyZNMGvWLNja2gJ4Ndo4atQo/Pnnn7h37x5q1aqFYcOGoWXLloUWU5Eenn4bIyMjOfl5c3haGUmScOnSJaSmpiqUh4aG4tixYzA2Ni5QLIGBgcjIyMDOnTvlspMnT+L27dto27at0ljyS/wSExOxc+dO/PDDD3LCmKts2bJYsGABnJ2d5W/s//znP2jfvj2sra1hY2ODDh064O+//5bP6dSpEzIyMrBt2za5LDs7GzExMQgMDESJEiUAvOrJnTRpEj777DNYWFigfv36iI2NLdD9ICIiKtKEUG8rgCtXrqB+/foQQmD9+vWYNGkS9u/fjy+//BI5OTl49uwZvL29sWfPHoSFhWHTpk1wdnZG69atsWbNmkJquA70NL4uOzsbR48exerVq9G3b1+16hgxYgTatm2LihUromPHjvD19UXDhg0L3GOZy8XFBR4eHoiJiUH79u0BADExMbC0tESDBg3UqjMpKQnAq57F/LRu3RqtW7cGANy8eRN169ZFnTp1sG7dOuTk5CA8PBx169bF2bNnUb58eTRs2BDW1tbYuHEjOnXqBAA4evQo7t69qzA03b17d1y4cAGTJ09GxYoVcfToUXz99deYP38+unbtqlZbiIiIipQP0NP4008/wcbGBps2bULJkiUBvOoUGj9+PC5cuIC9e/fi0qVLuHTpEpydnQEAfn5+SE1Nxfjx4/HVV19BX19f43FpPGk8duyYysfWrl37va+3detWGBi8akZ2djYAoGTJkujVq5da9bVp0wbx8fGIiIjAxo0b5Z6+Bg0aYM6cOfDw8ChwnYGBgZgzZw6ysrJgYGCA6OhotG7dukBzLV9348YNAEC5cuWUHjtt2jSYmZlh48aNci9p3bp1UaVKFUyfPh1z586FgYEB2rdvjxUrViA9PR1GRkbYtGkTSpcujUaNGgEAjh8/jnXr1uHatWtwcHAA8OrrZ2hoiJEjR6JTp06F8g1KRERUnGRmZmLVqlUYPny4nDACQIcOHdChQwcAQJ8+fdC0aVM5YQRejU72798fjRs3xvHjx9/asfQ+ND487e3tjbp166q0aYKvry8SEhKQkJCAU6dOYePGjXB1dYWXlxcuXbqkdhs2bNiA1NRUnD59GiNHjsTJkyfRqFEjPH78uMD1BQYG4uHDh4iPj0dycjLOnj2LwMDAPMctW7YMBgYG8gYAvXr1kj/nJnAVKlQAANy6dUvptU+dOoV69eopDKubmprCx8cHJ06ckMs6deqE58+fY/fu3RBCYPPmzQpD08ePHwcAODs7K8T47bff4s6dO0hOTs73+lFRUfD391fY9qkQNxER0cdICKHWpqp///0Xjx49gqOjIwYOHIgqVarA3t4eQUFBuHPnDgDg+vXrcHV1zXPup59+CgC4du2aZhr7Bo33NHbv3h2SJGm62rd6cyFMjRo1YGdnh3r16mHLli0FqislJQVRUVEIDAyEi4sL9PT04OnpCU9PT7i4uGDAgAGIi4tDixYtClSvh4cHnJ2dER0dDUdHRxgbGyMgIAAvXrxQOK5NmzZISEiQP7u7u2PSpEny3EdTU1MAwGeffQYAiIuLwyeffJLnert378bBgwcxceJElWP09fWFnZ0dNm7cCGdnZ/zzzz+YM2eOvD/3G/7IkSMwMjLKc/7bVmoHBwfnmVO6qWkzleMiIiL6qKg5PB0VFZVnnUJ+vyNv374NABg7diy6deuGyMhIXLt2DWPHjkXjxo1x6tQp3L9/H2XLls1zDSsrKwDAvXv31IpRGY0njeo+c1CTMjMzASDfG/oupUuXRnh4OC5evIjFixcr7MsdSlblMTZvkiQJgYGBiI6OhoODA5o1awYTE5M8SaOlpSUsLS0VyipUqJBnZbanpycaNmyIyZMno23btihVqpS878mTJxg4cCCqVasGfX191KxZEzExMXjx4gVMTEwAAM+ePcOff/6Jdu3ayefp6+ujY8eOWLVqFRwdHWFpaSn3bAJArVq1ALz6Zm7Tpo1cvnXrVhw5cqRACSoREVGRpWbSmF+CmJ/cIekvvvgCM2bMAADUr18fTk5OqFevHrZt2wZra2s8ePAgz7kpKSkAXj36rzAU+urp27dvo2/fvnBzc8OuXbuwcuVK7N+/X2P1P3nyBElJSUhKSkJCQgI2btyIAQMGwMrKCgEBAfmec/HiRezYsSPP9vz5c8yZMwdLlixB7969sWfPHhw9ehTz5s3DqFGj0LRpU1SvXl2tOAMDA/HPP/9g//79+Q5NF4QkSZg9ezaeP38OLy8vREVFyQuAfH198fz5c/z0008AXv2l8uLFC7Rt2xZ79+7F7t270bp1a7x8+RJjx45VqLdTp054+PAhZs2ahXbt2inMufT29kbbtm3Rs2dPLFq0CHFxcYiIiEDHjh0hhICenk4uxCciIlJUyKuny5cvDwCoU6eOQrmXlxckScLly5fh4OCACxcu5Dn34sWLAABHR8f3aODbFerq6eTkZNSsWRMvXrxAZmYmsrKycOHCBfTq1Qu7d++Gn5/fe1/j0KFDcHd3B/AqmbK1tYWPjw/WrVsHe3v7fM9ZsmQJlixZkqf8+PHj6NKlC+zt7REeHo6goCA8fvwYTk5OGD16NIYMGaL2Yg9vb2/Y2toiJSUFrVq1UquO17m5ueHMmTMYP348Zs2ahcuXL6N8+fJo0aIFRo8eLX/TVaxYEfHx8Rg3bhw6d+4M4NVQ9OHDh+W5kbnq1q2LChUq4ObNm+jYsWOea65duxZTp07F7NmzcfXqVTg6OmL69OkYPHjwe7eHiIioKCjs5zRaWVnBzc0Np0+fVig/efIkhBD47LPPUKJECQwbNgxXrlyRF8MIIbBo0SI4OTnBy8urUGKTRCG2vkOHDjh37hw2btyIatWqITY2Ft7e3vDx8YGtra1Gexyp6NC1OY11CvAc0I+daaVK2g5Bo17mM3xTVKX/dwK8rsh4+FDbIWiMrY69AOHJf19OoSvKf91No/Ulz1+g1nmVvh2g8rG///47unTpgnHjxqFFixbynMby5cvj4MGDSEtLQ61atZCZmYnp06fDzs4Oq1evxm+//YYVK1agWzfNtjlXoY4pxsfHo3379rCwsJDLypQpg8DAwDwZNBEREREBX331FdavX489e/YgICAA48ePR2BgILZv3w59fX2YmZnhyJEjaNiwIcaPH48vv/wSly5dQkxMTKEljMAHeLj3y5cv85SlpqaiTJkyhX1pIiIiIs36QK8RbNeuncKC1TdZWlrmO9WuMBVqT6OPjw9+//13XL16FcCrBHLlypVYunQpfH19C/PSRERERBpX2M9p/JgVak/jzJkzUaNGDXnBS+6TzG1sbORl5ERERERFho4kgOoo1KTR0dER58+fx6RJk3D8+HEYGBigXr16GDduXIGfoUhERESkdUwaC4+dnR3mz59f2JchIiIiokKk8aTx22+/Vek4SZIwb948TV+eiIiIqNDoyvxEdWg8aVy4cKHCZ0mS8tzg3HdTM2kkIiKiIoVJo+a8/sDua9euoV+/fhg6dChatGgBAIiNjcXcuXPzJJdEREREHz0mjZrz+qsBmzdvju7duyM8PFwua9CgAR4/foxVq1ahe/fumr48ERERUeEpxkljoT6n8fDhw6iUz2vJKlWqhKNHjxbmpYmIiIg0Tqi56YJCXT3t4OCAxYsXIygoCBUqVAAA3LhxA4sXL4aDg0NhXpo+YhVKl9Z2CBolGRT6Qwg+GMPXXvmpC7LT07UdguboFerf+B+cvqmptkPQmBI69oYzw1KltB3Cx60Y9zQW6m+7MWPG4Ouvv8Ynn3wCT09PAMCZM2eQkZGBlStXFualiYiIiDSPSWPh6Nq1K/T09PDDDz/g2LFjAIBPPvkEkyZNQufOnQvz0kREREQax0fuFKLOnTujc+fOePbsGQDAzMyssC9JREREVDiYNBaehw8fYubMmTh+/DhycnJQu3ZtjBw5ElZWVoV9aSIiIiLSkEJNGm/cuIF69erh1q1bctmBAwewcuVKxMfHczEMERERFS3FuKexUJfjjR8/Hvfu3cPChQtx79493L9/H//3f/+HlJQUjB8/vjAvTURERKRxQgi1Nl1QqD2N+/btw7fffou+ffvKZd988w3OnTuH33//vTAvTURERKR5OpIAqqNQk8Znz57B2to6T7m1tTWeP39emJcmIiIi0rxinDQW6vB0jRo1sHDhQly9elUuS05OxsKFC1GjRo3CvDQRERERaVCh9jSGhYWhYcOGcHV1hYeHByRJwtmzZ5GRkYEVK1YU5qWJiIiINE5X5ieqo1B7Ghs0aICdO3eicuXKOHnyJE6cOAEXFxds374dfn5+atfr7+8PSZLkrWTJknB2dsaIESOQlpYmHxMcHCyfI0kSIiIi3lnvtm3b0KRJE5QpUwbm5uaoXbs2lixZAiEEkpOTFa6Z3xYWFoYDBw7InxctWpTnGjt27JD3R0VFFbjt77r+5s2bAbx6t/egQYPeWkdUVJR8zs6dO/PsX7hwobz/wIEDBY6RiIiIdI/Gexr//PNPhc8lSpTAvHnz8OzZM0iSBNP/vm/0zz//RIMGDdS+jq+vL+bPnw8AyMjIwOHDhzF8+HA8ePAAUVFRiIyMhKGhocr1rVmzBkFBQRg0aBBGjRqFly9fYseOHejTpw+uXbuG8ePHIzExUT4+JCQE586dkxM1ALCxscH58+cBAObm5oiOjka/fv0UrhMdHQ1zc3M8ffpU7bYPHz4cPXv2zFNe0EcY5cbYtGlTjcdIRESkk4pxT6PGk8bcXkBVZGdnq30dCwsLuLm5yZ9r1qyJ06dPIyYmBgDg5ORUoPoWLFiAxo0b45dffpHLWrduDTs7O2zZsgVjx45VuJ6lpSWMjIwUygDISWOLFi2wadMmPHv2TH4LjhACMTExaNmyJdauXVug+F5nb2+f57rqaNGiBWJiYjBv3jz5a/b06VPs27cP7dq1e68YiYiIdFIxThoLbXja0dERwcHB6Nu371s3TTMyMoK5uTmAvMPTykiShEuXLiE1NVWhPDQ0FMeOHYOxsXGBYgkMDERGRobC8O/Jkydx+/ZttG3bVmks6gxdF1RgYCBu3bqFU6dOyWU7d+5ERkZGvjEeP34cTZs2haWlJcqXL4+ePXvi9u3bhR4nERHRx4LPadSgqlWr4j//+Q+Sk5OxYcMGNG/eHF9++SVatGiBUqVKafpyAF71WB49ehSrV69WOxkdMWIE2rZti4oVK6Jjx47w9fVFw4YNC9xjmcvFxQUeHh6IiYlB+/btAQAxMTGwtLR8r2F5TWrQoAHKlCmDmJgY1KpVC8CrGN3d3eHi4qJw7OnTp+Hj44NOnTohJiYGjx8/xoQJE9CgQQOcPn1aTtaJiIhIN2m8p/HChQv4559/8Msvv6BOnTrYtGkTvv76a1hbWyMgIADz5s3D9evX3/s6W7duhYGBgbzVr18fL168QK9evdSqr02bNoiPj0ezZs2wceNG9O7dG87OzvDz88PZs2fVqjMwMBCxsbHIysoC8GquYOvWrQs01zI/o0ePVmi7gYGBWgm5oaEhWrdujejoaABAVlYWtm7disDAwDzHhoSEwNPTE1FRUfD19UWrVq2wZcsW3L59O98FP0RERDpJCPU2HVAow9POzs4YMmQIdu3ahZSUFKxbtw5du3bFmTNnMGTIEDg5Ock9W+ry9fVFQkICEhIScOrUKWzcuBGurq7w8vLCpUuX1KrT29sbGzZsQGpqKk6fPo2RI0fi5MmTaNSoER4/flzg+gIDA/Hw4UPEx8cjOTkZZ8+ezTchW7ZsmUICCAC9evWSPzdq1Ejh+GHDhsltz90OHz6sVpsDAwNx5swZXLt2DXFxcXj48GG+MZ46dQoNGzaEnt7/vmXKlSsHd3d3nDhx4q31R0VFwd/fX2GLfe25nUREREVKMU4aC/U5jcCrFbodOnRAixYtsH37dkycOBFJSUlISEh4r3rfXAhTo0YN2NnZoV69etiyZUuB6kpJSUFUVBQCAwPh4uICPT09eHp6wtPTEy4uLhgwYADi4uLQokWLAtXr4eEBZ2dnREdHw9HREcbGxggICMCLFy8UjmvTpo3C/XB3d8ekSZPkeYW5K85zaWohDAAEBATAxMQEMTExuHr1KipVqoTq1avj5MmTGqk/ODg4z9zS4506a6RuIiKiD01X5ieqo1CTxhs3biA2NhZbtmzB/v37kZGRAUmS4Ofnp3QxiDoyMzMBAGXLli3QeaVLl0Z4eDguXryIxYsXK+zLHUq2s7MrcDySJCEwMBDR0dFwcHBAs2bNYGJikidptLS0hKWlpUJZhQoVNJYYvouxsTGaN2+O6OhoJCcnIzAwMN/V7zVr1sSePXuQk5Mj9zbevHkTZ8+eRYcOHQo9TiIioo8Ck0bNOX78OLZs2YItW7bg7NmzEELA1NQULVu2xJdffomWLVuiTJky732dJ0+eICkpCcCruXhXrlxBaGgorKysEBAQgMjIyDznXLx4ETt27MhTXrduXcyZMwddu3aFEAJdunSBubk5Tpw4gdDQUDRt2hTVq1dXK87AwEDMmjULly9fxrJly9Sq40137tyR2/46BwcHWFhYAACuXbuWb1s9PT3zjTEoKAhCiHyHpgFg6tSpqFOnDoKCgtC/f388evQI48ePR7ly5dC/f//3axAREVFRwaRRc+rUqQNJkmBnZ4c+ffrgyy+/RKNGjVCiRAmNXufQoUNwd3cH8KpHz9bWFj4+Pli3bh3s7e3zPWfJkiVYsmRJnvLjx4+jS5cusLe3R3h4OIKCgvD48WM4OTlh9OjRGDJkCPT19dWK09vbG7a2tkhJSUGrVq3UquNNP/30E3766ac85Zs2bZJ7cGNjYxEbG5vnmPXr1+cpa9myJQwMDFC6dGnUq1cv32vWqFEDf/31F0JCQtC6dWuYmJggICAAU6dO5cppIiIqNopvyghIQsOD83p6epAkCYaGhgqLJvJcWJLw/PlzTV6aighdm9NYQYeG50t99pm2Q9Co9Hv3tB2Cxjy7ckXbIWhU9n9f+aoLymmoQ+Bj8fi1t5/pApvWmv36XBgfqtZ5rlMmazQObdB4T6ODg4PKb4QhIiIiKlI4PK05ycnJmq6SiIiI6OPApJGIiIiIlCnOj9wptHdPExEREZHuYE8jERERkaqKcU8jk0YiIiIiVTFpJCIiIiJlivOcRiaNRERERKoqxkkjF8IQERERkVLsaSQiIiJSUXEenmZPIxEREREpxZ5G+uBc+vfXdggaZfHpp9oOQWMkA936kWDi4KDtEDRHx3o3LHToPecGZmbaDkGjytSure0QPm469t9iQejWbwgiIiKiwsSkkYiIiIiUYtJIRERERMoU35SRSSMRERGR6tjTSERERERKMWkkIiIiIqWKcdLI5zQSERERqUgIodamrszMTDRo0ACSJCElJUUuT09Px8iRI+Hh4QELCwv4+vpi2bJlmmjiW7GnkYiIiOgjFRISgkOHDimU5eTkICAgAOfOncOMGTNQpUoVbNu2DcHBwfj333/x/fffF0osTBqJiIiIVPUBh6ejo6Px66+/YuDAgZg3b55cHhsbi0OHDuHgwYNo0KABAMDX1xdZWVmYOnUqBgwYAAsLC43Hw+HpIsDf3x+SJOW7fffddwgODlYoMzMzg5OTE7755htcuXJFricsLAySJMHW1hZPnz5VuMaBAwcgSRJOnDjxzs9v2x49evTB7gcREZG2fKjh6StXrqBHjx6YNWsWPv/8c4V9a9euhaurK3x9fRXK+/fvj6dPn2Lbtm3v1ca3YU9jEeHr64v58+fnKS9btizGjh0LFxcXbN68GUIIpKen49y5cxgzZgx27tyJCxcuwOy/r7nS19dHamoqfvrpJ0yYMKHAcaxZswZubm55ys3NzQveKCIioqLmA/Q0pqeno2PHjggICMDAgQPzzFW8fv06XF1dIUmSQrmTkxMMDQ1x7dq1QomLSWMRYWFhkW+ylsvIyEhhv5eXF7Kzs/HNN9/gxIkT8Pf3l4/r3bs3IiIi0L9/f9ja2hYojk8++eSdcRAREek0NZPGqKgoREVFKZQFBwcjODg4z7Hfffcdnjx5gsWLF+dJDAHg/v37+Cyf97fr6emhbNmyuHfvnloxKsOkUYfl9i6mpqYqlI8fPx5Lly7F5MmTMXfuXG2ERkREVKy8LUF808qVKxEVFYXDhw+/dV6itbU1Hjx4kKc8JycHDx48gI2NzfuGmy/OadRBWVlZSEpKQkREBIyNjVGvXj2F/dbW1hg9ejQWLVqEf/75R0tREhERFT2FPadx8eLFePnyJby8vGBgYAADAwP06tULAGBrawsDAwM4ODjgwoULeeq9evUqMjMz4ejoqNE252LSWERs3bpV/uZ5fctdqHLu3DkYGBhAX18fhoaGcHd3R0ZGBmJjY/Mdgh42bBjKli2LkJCQAsVRp06dPDG0adNGI20kIiL66Amh3qaiyMhIJCYmIiEhQd4mTZoE4NWi1ISEBHTu3BkXLlzI8yieRYsWwdzcHM2bN9dok3NxeLqIeNtCGBcXF/n/N2/eDABISkpCly5dEBwcjC+++CLf+szMzBAWFoYBAwZg5MiRKsexatWqPHMa37UIJr85HB3qeKNrs2YqX5OIiOijUcgLYZycnPKU5XYQubq6wsrKCp999hl8fHzQrl07+TmN27dvx8yZMzF9+nSUKlWqUGJj0lhEFGQhjJubGxYsWIDw8HD07dsXpqam+Z7Tu3dv/Pzzz/j+++8RGhqqUhwFXQiT3xyOh/sPqHw+ERHRR+UjeI2gnp4edu/ejXHjxuGnn37CtWvX4OHhgaVLl6Jnz56Fd91Cq5m0asKECbh3757Cw0DfZGhoiGnTpmH//v3YsWPHB4yOiIioaPrQrxEEXnXACCFgZWUllxkZGeGnn35CUlISnj59iri4uEJNGAH2NBYZT548QVJSUp7ysmXL5nt8w4YN4ePjgxkzZmDAgAFvHUJu164d6tSpg19//VWlOP755x8YGRnlKXd1dYW+vr5KdRAREVHRw6SxiDh06BDc3d3zlA8dOjTf4yVJwoQJE9CkSRPMnj37rQteJEnCjBkz4Ofnp1IcXbp0ybc8NTUVpUuXVqkOIiKiIusjGJ7WFkm8b58pUQHp2pxGi08/1XYIGiMZ6Nbfkfr59IoXVQ+PH9d2CBplkc+DiYsqg/8+E1dXZD1/ru0QNMrAVrPPLDzVq7da59VcukSjcWgD5zQSERERkVK61a1AREREVJiK8QAtk0YiIiIiVRXjpJHD00RERESkFHsaiYiIiFRUnNcPM2kkIiIiUhWTRiIiIiJSikkjERERESnFpJGIiIiIlCm+KSOTRiIiIiLVsaeRiIiIiJRi0kj04WQ8eKDtEDRKZGdrOwR6i5zMTG2HoDEiJ0fbIWiULr3fWN/ERNshaJaOfa9pGh+5Q0RERETKFeOkkW+EISIiIiKl2NNIREREpKpi3NPIpJGIiIhIRZzTSERERETKMWkkIiIiIqWKcdLIhTBEREREpBR7GomIiIhUxDmNRERERKQck0YiIiIiUqb4poyc06hR/v7+kCRJ3iwsLFClShUMHjwYKSkpKtdTqVIlhXpMTEzg6uqKKVOmIPu1V9a9eb3Xt++++w4AEBwcrFBuZmYGJycnfPPNN7hy5YrSeiRJQqVKlTR5m4iIiKgIYk+jhvn6+mL+/PkQQuD58+c4fvw4xo4di7i4OJw8eRKSJKlUT+fOnRESEgIASEtLw44dOxAaGoqsrCyEhYXlud6bypYtK//bxcUFmzdvhhAC6enpOHfuHMaMGYOdO3fiwoULiIyMxPP/vgf2+PHj6NWrF9asWQM3NzcAgKGhobq3g4iISKdwTiNpjIWFhZxsAYC3tzfu3buHKVOm4Nq1ayr32pUtW1ahHi8vLxw8eBDbtm1TSBrfvF5+jIyM8tSVnZ2Nb775BidOnIC/v7+8L7dH9JNPPlFaLxERERUfHJ7+AMzMzAAAqampyMrKwvz581GtWjWYmpqiWrVqmD9/PrKyspTWY2RkBHNzc43HpKqHDx+iT58+sLW1RenSpdGoUSOcOXNGI/EQEREVBULNTRewp7EQZWZm4uTJk1i0aBHKlSsHV1dXhISEYMGCBZg2bRo+//xzHDlyBKNHj8b169cRHh7+1np27tyJXbt2Yfbs2e8VU1ZWFi5evIiIiAgYGxujXr16Kp/buXNnPHjwALNnz0bJkiURERGB9u3b48KFCxzCJiKiYoHD06QxW7duhYGBAYQQyMnJAQD4+Phgzpw5ePToEWbOnIk5c+Zg4MCBAF4NX0uShGHDhmHYsGGwtbUFAMybNw8LFy4EAHnxi62tLdq1a5fv9d505MgRfP755wCAc+fO5YnJw8MDsbGx8vWUSUtLQ7ly5RAeHo6aNWsCABwcHFCrVi1cvXoVVapUKdB9IiIiKoqKb8rI4WmN8/X1RUJCAs6cOYNZs2YBAIYPHw5PT08kJCRACIFGjRopnBMQEAAhBE6fPi2Xde7cGQkJCUhISMCJEyewatUqGBsbo0aNGnj06FGe6725VatWTT7GxcVFjmnNmjUAXq2q/uKLL1Rul7GxMZYuXYqXL18iLCwM7du3R1BQEADgzp07bz0vKioK/v7+Ctu6/ftVvi4RERF9HNjTqGGvL0ypWrUq5s2bhwkTJuDLL78sUD1vLoSpVasWJElC165dsW/fPrnHsaALYdzc3LBgwQKEh4ejb9++MDU1VSmeR48eoV27dkhOTkbnzp0RGBiIypUrw9vb+51d9cHBwQgODlYo+3fDHypdk4iI6GNTnIen2dNYiAwNDRESEoLExERs2LABnp6eAIDdu3crHLd9+3ZIkoQaNWq8s77MzEwAio/TUceECRNw7949zJs3T+Vz/vjjD+zfvx9HjhzBtGnT8PXXX8tD3enp6e8VDxERUVHBhTBUaIKCgjB58mSEhYUhMTERo0aNwrhx4wAAtWvXRlxcHMaPH49Ro0YpzC988OABkpKSAAAZGRk4f/48xo0bh8qVK8PLy0s+7smTJ/Jxrytbtizs7e3zjalhw4bw8fHBjBkzMGDAAJVWZFtaWgIApk2bhk6dOuHatWv4+eefARRsBTYREVFRpisJoDqYNBay3N7GPn36YO3atZg2bRocHBwwf/58fP/996hUqRJmzJiB/v37K5y3du1arF27FgCgr68POzs7BAQEYMKECTAxMZGPO3ToENzd3fNcd+jQofjll1/yjUmSJEyYMAFNmjTB7Nmz5YeIv0tgYCDCwsKwaNEiREVF4fPPP8fixYtRu3ZtPHz4sAB3hIiIqOgqxqPTkERxHpwnrdC1OY1lvb21HYLGSPr62g5Bo/RKltR2CBqTeuqUtkPQKFMnJ22HoDElra21HYJGZf/3DWG6wsDeTqP1HWhTsDUKufxjojUahzawp5GIiIhIRcW5p41JIxEREZGKivP4LJNGIiIiIhWJYtzXyEfuEBEREZFS7GkkIiIiUhGHp4mIiIhIqeI8PM2kkYiIiEhFxTdlZNJIREREpDIOTxMRERGRCopv1sikkYiIiEhFxTdl5CN3iIiIiEgF7GmkD07fxETbIWiUTr2vWU+3/o6UDHTnR5ykY18bAzMzbYegMbr2tYEu/UwrBJzTSERERERKFedH7ujYn0dERERERVt2djbmzp0LDw8PmJiYwMnJCWPHjkVaWpp8zLlz5/Dll1+iXLlyqFChAtq1a4dLly4ValxMGomIiIhUJIR6W0FMmDABo0ePRu/evbF//36MHDkSv/zyC4YNGwYAOHXqFOrWrYsXL15g8eLFWLhwIVJSUlCnTh1cuHChEFr9CoeniYiIiFRU2MPTL1++xIwZMxASEoKhQ4cCgJwMrl27FgsXLsSUKVNgb2+PrVu3okSJEgCARo0aoWrVqpgxYwYiIyMLJTb2NBIRERGpSKi5qSo1NRVdu3ZFmzZt8uyztrZGWloaNm/ejN69e8sJIwAYGxujR48eWLt2LXJyctRrnBLsaSQiIiJSUWGvnrazs0NUVJRCWXp6OmJjY9GqVSvcunULQgi4urrmOffTTz9Feno67t+/D1tbW43HxqSRiIiIqJBFRUXlSQaDg4MRHBys9Nzhw4fjxYsX+OGHH3D58mUAQNmyZfMcZ2VlBQC4d+8ek0YiIiIibVJ3TqOqCeKbZsyYgcWLFyMmJgY2NjZ48uQJAODBgwd5jk1JSQEA2NjYqBWjMpzTSERERKSiD7F6GgBycnLw/fffY8KECYiOjkazZs0AAOXLl4ckSfmukr548SKMjIxgbW39vs3MF5NGAgBIkvTOLfevo6CgoHz3d+jQQbsNICIi+gAKeyEMADx+/Bjt2rXDqlWrsG/fPjRv3lzeZ2xsjLZt22Lp0qXIyMiQy9PS0rBs2TJ06tQJeoX0liIOTxMAIDExUf73/PnzERkZiePHj8tlpUuXBgDcuHEDAwcORP/+/RXOt7Cw+CBxEhERaVfhroS5cOECvvzyS+Tk5GD58uUwNzdHUlKSvL98+fIYP348/Pz80KpVKwwbNgxCCPz44494+vQpRo8eXWixMWkkAICbm5v8bxsbG+jr6yuU5bpx4wa6deuW7z4iIiJdV9irp9etWye/2aVRo0Z59kdGRiI4OBjx8fEYN24cevXqBUmSULt2bRw9ehRVqlQptNiYNJLKcnJycPPmTZQrV07boRAREWlFYb95OiwsDGFhYUqPc3d3x5YtWwo5GkWc00gqu3//PjIyMnDgwAF4eHjAwsICnp6eiIqKgijsP72IiIg+AkLN/+kC9jSSym7cuAEA+PPPPzF27FhUrFgRGzZsQM+ePfH8+XMMHDhQyxESEREVruLcR8KkkVTm4uKCQ4cOwdPTE2ZmZgAAHx8f3Lt3Dz/++GO+SWN+DzNtX6MmOjdp8iFCJiIiIg1h0kgqy8nJQdWqVeWEMZe3tzfWrFmD9PR0GBkZKezL72Gm97dtL+xQiYiICoWuDDWrg3MaSWWzZ8+Gm5sbXr58qVB+8uRJODs750kYiYiIdM2Herj3x4hJI6msb9++yM7ORqdOnXD06FGcP38eEydOxPLlyzFu3Dhth0dERFToPsTDvT9WTBpJZeXLl0dcXBwMDAzQrl071K5dG9u2bcPvv/+O3r17azs8IiKiD6D4po2S4LNS6APTtTmNljVqaDsEzSmkV09pi76xsbZD0JjUEye0HYJGWVSrpu0QNMbA1FTbIWhU1osX2g5BowxsNPse5jWN1FvI2WXvbo3GoQ269RuCiIiIiAoFV08TERERqag4D88yaSQiIiJSEZNGIiIiIlKqOC8F4ZxGIiIiIlKKPY1EREREKiq+/YxMGomIiIhUVpyHp5k0EhEREamo+KaMnNNIRERERCpgTyMRERGRijg8TURERERKFd+Uke+eJh0WFRWF4OBgbYehMbrUHl1qC6Bb7dGltgC61R5daguge+0pDjinkXRWVFSUtkPQKF1qjy61BdCt9uhSWwDdao8utQXQvfYUB0waiYiIiEgpJo1EREREpBSTRiIiIiJSikkj6Sxdm2CtS+3RpbYAutUeXWoLoFvt0aW2ALrXnuKAq6eJiIiISCn2NBIRERGRUkwaiYiIiEgpJo1EREREpBSTRiIiIiJSikkjfbSys7Px008/oUGDBihVqhQqVKiAjh074uzZsyrXkZycDEmSsGHDBqXHPnr0CEZGRpAkCVevXn2f0BX4+/tDkiSUK1cOOTk5efZ7e3tDkiRUqlQJwKsVhZIkwd3dHdnZ2QrHRkVFQZIkpKSk5Ps5P5UqVcKgQYO00obczczMDE5OTvjmm29w5coV+bywsDCF48zNzVGlShWMHj06T5sePXqE7777DjVr1oSpqSmqVKmCYcOG4e7du+/VNio6cr8PczcLCwtUqVIFgwcPRkpKCipVqqSw/83N398fAN55zObNmzUWb3Z2NubMmSN/z1pbW6NFixY4ePCgfMz169fx7bffwtHREUZGRnBycsJ3332H+/fv59vmN7fc/+beJj09HRMnToSrqytMTExQpUoV/Pjjj/n+d6xuW3J/Dr1rO3DgAABg27ZtaNKkCcqUKQNzc3PUrl0bS5YsgSprct/8+pqYmMDV1RVTpkzJ87OSCgeTRvoovXz5Eo0aNcLEiRPRtm1bbNu2DfPnz8fTp09Ru3ZthR+6mrJ+/XoYGBjAxMQEy5cv12jd5ubmuHPnDk6cOKFQfufOHRw9ehTm5uYK5cbGxkhKSsLKlSs1Gsf7KGgbXFxckJiYiLNnz2L//v2YMGECYmNj4efnh2fPnsnHGRkZycft3bsXo0aNQlRUFNq2bYusrCwAwKVLl+Dh4YGdO3fiu+++w969exESEoIdO3agbt26+Pfff9+7fTk5OZg7dy6++OILWFpawsXFBR07dsTJkyflY3L/CJEkCevXr89Tx5sJurKEXZWk/32o0qZcd+/eRf/+/VG9enWYmZmhdu3aGDVqFJ4+fapwXEES/cLg6+srf7/s2rULgwcPRmRkJAICArBz504kJiYiMTERkydPBgD8+eefcllkZKRcz/Dhw+Xy17cvvvhCY7EOHDgQoaGh6NKlC3bs2IGff/4ZQgg0btwYO3fuxL179+Dj44OzZ89i6tSp2L17NwYPHoz169ejQYMGeP78OSIjI+XYli5dCgBYs2aNXLZz5853xvDNN99g7ty5GDVqFPbt24cePXpgzJgxmDFjhsbaYmxsrHAP7e3t0blzZ4UyLy8vrFmzBm3atEG1atWwdu1arF69Gl5eXujTpw8mTJigUhyv13vw4EF07doVoaGh8tebCpkg+ghNnz5dGBoainPnzimUZ2dnixYtWohKlSqJ7OxspfVcvXpVABDr169XeqyPj4/o3r276N69u3B2dhY5OTlqx/86Pz8/ERAQIEqXLi1CQkIU9v3f//2fkCRJdOzYUTg6OgohhOjRo4eoVq2aaNOmjahYsaJIS0uTj4+MjBQAxP379/P9nB9HR0cxcOBArbThTYsXLxYAxP79+4UQQkyYMEGYmprmOW7lypUCgEhMTBQ5OTmiadOmokqVKuLp06cKx6WkpIjy5cuLHj16vFf7Xr58KQICAoSxsbGYNGmSOHDggNi0aZMIDAwUhoaGYvHixUKI/30/GRsbi08++URkZGQo1PPmvVZ271X5+hV2m4QQ4tixY8LGxka4u7uLZcuWibi4OLFo0SLh4OAgXFxcxJUrV+RjJ0yYIIyMjERiYqI4e/asOHr0qPi///s/YW1tLerXry8yMzM13pZcfn5+omXLlnnKx48fLwCIq1evymXvurcAxMyZMwstTiGEeP78uShRooSYPn26Qnl2drZo06aN6Nmzp1iyZIkAIO7cuaNwzJkzZ0S1atVEdHS0Qvn+/fsFAHH8+HGVYsj9fo2KilIob9mypahVq5ZG2/K6t33f+/r6iqZNm+YpnzRpkvDy8hIvXrx4Zxxvq7dRo0bCy8tLlabQe2JPI310hBCYMWMGevTogc8++0xhn56eHmbMmIFOnTrh3r17SE1NxbBhw1CpUiWYm5vDx8cHu3btKvA1r1y5gr/++gvdu3dHcHCw/FlTDA0N0apVK0RHRyuUR0dHo379+rCxsclzzrRp03Dr1i3MnTtXY3G8D3Xa8CYzMzMAQGpq6juP8/DwAABcvHhR7k354Ycf5PNzlS1bFgsWLICzs7NKw1tvM3fuXOzZswcHDx5EaGgo/Pz80LZtW/zxxx/o378/hgwZglu3bsnHDx06FP/88w9+++03ta9Z2FRtU3Z2Nvr27QtHR0ccPXoU3bt3R7169dC3b18kJCQgMzMTw4cPV6hbX18fbm5ucHd3R+3atdGnTx/8/PPPiIuLw8WLFz94W1X9vvqQ9PT0IITAqVOnkJmZqVAeHR2NpUuXQpIkAMCxY8cUzvXw8EBSUhLatGnzXjE8e/YMPXr0yLf31NraWuV6VGmLKiRJwqVLl/J8nUJDQ3Hs2DEYGxurHNPrjIyM8ox0UOFg0kgfnTt37iA1NRXe3t757q9WrRrCw8NhZWWFli1bYtu2bZg1axZ27NiBWrVqoWnTpti+fXuBrrlixQpUqFAB/v7+8PPzg6OjI6KiojTQmv9p164dkpKS5Dl9z58/x549exAYGJjv8dWqVUNwcDCmTZv20fwyLGgbcmVlZSEpKQkREREwNjZGvXr13nn8zZs3AQCOjo5ISkoCgLd+P7Ru3Ro//PCD/Au4oIQQmD59Or7++mt4eXkp7JMkCZMmTYKenh5mz54tl9eqVQudO3fGxIkTFYbaPxYFadOOHTuQkJCAH3/8Mc8vbUtLS0yYMAGbN2/GhQsX3nnN1xP9DyUzMxNHjhzBokWLUK5cObi6un6waytjZGSEIUOGYP369XB2dsaIESPwxx9/4OHDh/Ixbdu2hYuLC7788kv4+/vjxx9/RFxcnEJi9j7c3NwQFRWFihUrymUpKSnYv38/GjVqpNG2qGLEiBG4evUqKlasiJ49e2Lp0qXvNX88MzMTsbGx2LVrFzp27Kh2PaQ6Jo300blx4wYAoFy5cu88buPGjTh8+DA2btyI9u3bo379+vj111/Rtm1bjBo1SuXrCSGwYsUKBAUFQV9fH3p6eujRowfWr1+PFy9evFdbXte0aVMYGxsjJiYGALBr1y68fPnynQnXxIkTkZaWhvDwcI3F8T4K0oZz587BwMAA+vr6MDQ0hLu7OzIyMhAbGwtbW9t868/KysLZs2cREhKCSpUqwc3NTeXvB3XdvXsXKSkp8PHxyXd/6dKl4e7ujsTERIXyKVOmIDU1FbNmzSqUuN5HQdqUmJgISZJQt27dfI/NrePN9r/p9US/MG3dulX+vipRogTq1q2L8uXLY+vWrTAyMlK5ntGjR8PAwEBhK1WqlEZjnTlzJlauXAlnZ2fMmTMHHTp0gI2NDb7++ms8evQIlpaWOHbsGEaPHo1bt25hzJgx8PHxgYODAxYuXKjRWIBXc1x79OgBBwcHDBw4UKNtUUWbNm0QHx+PZs2aYePGjejduzecnZ3h5+en8gLHefPmyV+vEiVKoHXr1ihTpgzatWtXoPaQepg00kenQoUKAKAwHJifU6dOwdbWFtWqVVMoDwgIwPnz5/H8+XOVrnf48GFcvnwZHTt2RHp6OtLT0/HVV1/h6dOn2LRpk3qNyIeJiQmaNm0qJ1wxMTGoXr06nJyc3npOhQoVMHToUMyePVtOnrSpIG1wcXFBQkICzpw5gzVr1gB4tar6zaGy58+fy78EDA0N4enpCWtra2zbtg3GxsYqfz+o6/r16wCA8uXLv/WYihUrIjk5WaHMxcUF/fv3R0REBO7du1cosamrIG26fv06rKys3ppw5fZSvdn+XPkl+oXJ19dX/r7KTdiHDx8OT0/PAtUzbNgwJCQkKGyHDx/WaKySJKFbt244ePAgnj59it27d6NTp05YtWoVvvrqKwBAmTJl8OOPP+LSpUu4e/cuFixYACsrKwwYMACrV69W6TpvLk56fbVyrpycHAwdOhR//fUXVq9eXeChYFXaogpvb29s2LABqampOH36NEaOHImTJ0+iUaNGePz4sdK2dO7cWf56nThxAqtWrYKxsTFq1KihcvJK6mPSSB+dcuXKoVSpUoiLi8t3/+XLlzFmzBiNPRYnd6V0zZo1YWxsDGNjY/kX37JlyzRyjVzt2rXDn3/+iZSUFMTGxiod1gWAMWPGwNjYWOXVhYVN1TYYGRnBzc0Nbm5u6Ny5Mxo0aIDw8PA8ybyRkZH8S+Dq1at4+vQpdu7cKQ815s5rfdv3w+7duzF+/Hi1H7nh4OAA4H89Zfn5999/5eNeN378eADApEmT1Lp2YSlImxwcHJCSkoK0tLS3Hvd6nYDyRL8wWVhYyN9XgwcPhrOzMyZMmFDgR8jY29vL9eRub86hfh+nT59GREQEMjIyAAAlS5ZE48aNsWrVKnTq1Al79+7FihUr5D/AAMDGxgb9+/fHX3/9hRIlSqj8+J9vv/02zyrw16clZGRkICgoCKtXr8a+fftQo0YNjbflzVX2b0pJSUFERAQuX74M4NV8SE9PT8ycORMRERFISUlBXFyc0raULVtW/nrVqlULXbt2xbRp03D79m3s27evQO2igmPSSB8dSZIwfPhwrFixAmfOnFHYJ4TA+PHjsXTpUrRv3x53797NM6yxfft2uLq6wtTUVOm10tPTsW7dOowcORKHDx9W2EJDQ7Fnz553/uItqFatWkGSJISGhiIlJUWlpLF06dIICQnBsmXL5Pl92qROGwBgwoQJuHfvHubNm6dQnruows3NDZUqVcrzdfP09ETDhg0xefJkPH78WGHfkydPMHDgQJw7dw76+vpqtcfW1hbW1tY4dOiQQrkQAkuWLMG9e/dw6tQpec7e62xsbDB69GgsWrQI//zzj1rXLwwFaZOHhweEEIiPj1c49s6dO9i0aRP2798PAHB3d5f3KUv0PxRDQ0OEhIQgMTFRpWexfkiSJGHUqFH4/fff8+wzNDSEubk5jh07ht69e+eZG5g7TcbOzk6la9nY2ORJgHP/O7p9+zYaNmyI06dPIy4uDrVq1SqUtpiYmLyzjtKlSyM8PBzTp0/Ptw4AsLOze2db3iZ3DmjZsmVVbRKpyUDbARDlZ8SIEdi2bRt8fHwwYcIE1K1bF48fP8Zvv/2G2NhYbN68GU2bNoW3tzfatWuH8PBw2NvbY/Xq1diyZQu2bt2qUN/p06fzrLwFXiUdjx49Qt++fVG5cmWFfQ4ODpg8eTJWrFiBsWPHaqRdlpaW8Pf3x6JFi+Ds7Kzwi/hdBg4ciNmzZ791JfXevXvzzMcyMzN765y296FuGxo2bAgfHx/MmDEDAwYMUHm1oyRJmD17Npo0aQIvLy+MGzcOrq6uuHz5Mn788Uc8f/4cP/30k9rtkSQJ48aNw/DhwzFo0CDUqVMHwKvh2OHDhyM0NBTZ2dkYMmSI/NzI1w0bNgzz5s1DSEiI2jFoWkHaZG9vjxo1amDMmDH4888/5Z7CNWvWYNSoUbCyspKfrZcrN9H/GAQFBWHy5MkICwtD+/btVf7j4c6dO/n+Eebg4AALC4v3jqt69ero168f+vbti+TkZPnB4rGxsVi5ciWmTp2KXr16ISYmBv7+/hgzZgwqV66MO3fuYObMmShZsiT69ev3XjH89ddf6NChAypUqIClS5fKC9JyOTk5qfTHtSptUXbfDQwMMGfOHHTt2hVCCHTp0gXm5uY4ceIEQkND0bRpU1SvXl1pLA8ePJDbkJGRgfPnz2PcuHGoXLlynkVfVAi086QfIuVevnwpJk6cKLy9vYWpqakoX768aN++vThx4oR8zMOHD8XQoUOFg4ODMDU1FfXq1RM7duyQ9+c+p+xtW/PmzcWnn3761hjq1Kkjqlat+l7PbHzz2XLz588XAMSIESPksoEDByp9xuGyZcvkuN98TmN+W24dmnpOoybasHv3bgFATJkyRQjx9uc05ufu3buiT58+ws3NTX5O4pAhQ8TNmzffo2WvZGRkiObNmwtjY2MxefJkcfDgQbFz507h5+cnAAhPT0+Rlpb21ud+LliwQAAQJUqUyPOcxlatWont27fn2e7cuVOoz2lUtU1CCHHixAlha2sr3N3dxfLly8WRI0dEVFSUMDc3FwBEeHi4XG9Bvmaa9rbnNP72228CgFi5cqVcpuw5jW/bNm3apLF4MzMzxZIlS4SXl5coVaqUKFWqlKhXr55YvXq1/DPl9u3bYvDgwaJy5cqiZMmSokKFCqJbt27i/Pnzeeor6HMae/To8c625j4vVVNtyfWunzn79+8XTZs2FXZ2dsLY2Fh89tlnYvr06eL58+dKY3B0dFSIX19fX5QvX1707NlTJCcnq9wWUh+TRiIi8epBxfPmzRP+/v6idOnSwsrKSnzxxRdi3rx5wsbGRvTu3futSWNGRoaoXLmyAJAnaXzbL+z169cXatKoapty3b17V/Tr1094eHgIIyMjUalSJdGnTx8xduxYIUmSOHjwoBBCu0kjEWmXJMR7PBGXiKgY+Pvvv1GiRAml7/ktSgrSpj179uCLL76Anh6nwRMVZ0waiYiIiEgp/tlIREREREoxaSQiIiIipZg0EhEREZFSTBqJiIiISCkmjURERESkFJNGIiIiIlKKSSMRERERKcWkkYiIiIiUYtJIREREREoxaSQiIiIipZg0EhF9AJUqVYIkSW/dNPFe6+DgYEiShCNHjrx/wEREbzDQdgBERMXB1KlT8fTpUwBAbGwstm7dil69esHLywsAYG5urs3wiIiUYtJIRPQBdOvWTf73v//+i61bt6JJkybo3LmzFqMiIlIdh6eJiD4Sjx8/xtChQ+Ho6AgTExN4eHhg+fLl8v6nT59iyJAhqFixIoyMjODm5obIyMi31rd9+3YYGhrCw8MDDx8+/BBNICIdxp5GIqKPRFBQELZt24YePXqgYsWKWLduHXr06AEbGxs0a9YM/fv3x+rVq9GvXz84OTkhJiYGvXr1gomJCTp16qRQV1xcHNq3b49KlSph165dKFOmjJZaRUS6gkkjEdFHID09HQYGBpg0aRLGjRsHAOjUqRM+++wz/PHHH2jWrBnOnz8Pe3t7zJw5E+bm5hg0aBC2bNkCBwcHhbrOnDmD77//HlZWVtizZw/s7Oy00SQi0jFMGomIPgJGRkbYsGEDDhw4gJCQECQlJeHKlSsAgMuXLwMARo4cib59+8LOzg61atXCF198gQ4dOqBatWoKdQ0aNAhZWVkYPnw4HB0dP3hbiEg3cU4jEdFH4NGjR2jQoAFatGiBK1euoHbt2ggLCwMA5OTkAHi1mOb27dv49ddf8cknn2DBggVwd3dHeHi4Ql1mZmYoX748pk6dijNnznzophCRjmJPIxHRR2DDhg2Ii4tDeHg4vv/+ewDA2bNnAQBZWVkQQmDatGkwMzPDkCFD8M033+Dhw4ews7PDunXrMHbsWLmuyMhIWFlZwc/PD507d8aJEydgamqqlXYRke5g0khE9BHInXc4b948pKenAwCWL18OMzMzPHz4EJIk4caNG1i0aBGSkpLg4+ODQ4cOITMzEw0aNMhTl7e3N8LCwvDDDz9g6NChWLx48QdvExHpFg5PExF9BFq2bIlff/0VJUqUwI8//ojY2Fj8+uuv8PLyQkpKCgBg9uzZCA0Nxd69e9GvXz/s27cP48aNQ0RERL51jhs3Dn5+fliyZAnWrVv3IZtDRDpIEkIIbQdBRERERB839jQSERERkVJMGomIiIhIKSaNRERERKQUk0YiIiIiUopJIxEREREpxaSRiIiIiJRi0khERERESjFpJCIiIiKlmDQSERERkVJMGomIiIhIKSaNRERERKQUk0YiIiIiUopJIxEREREpxaSRiIiIiJRi0khERERESjFpJCIiIiKlmDQSERERkVJMGomIiIhIKSaNRERERKQUk0YiIiIiUopJIxEREREp9f8TzuswYYg8YgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -126,8 +159,6 @@ } ], "source": [ - "import arcadia_pycolor as apc\n", - "\n", "apc.mpl.setup()\n", "\n", "colors = {\n", @@ -145,7 +176,7 @@ " palette=colors,\n", " ax=ax,\n", ")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_setup.pdf\")\n", + "plt.title(\"An example scatterplot\")\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_square\"), layout=\"constrained\")\n", @@ -157,12 +188,12 @@ " palette=colors,\n", " ax=ax,\n", ")\n", - "apc.mpl.save_figure(fname=\"examples/violin_setup.pdf\")\n", + "plt.title(\"An example violin plot\")\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_wide\"), layout=\"constrained\")\n", "sns.heatmap(glue, ax=ax, cmap=apc.gradients.reds.to_mpl_cmap())\n", - "apc.mpl.save_figure(fname=\"examples/heatmap_setup.pdf\")\n", + "plt.title(\"An example heatmap\")\n", "plt.show()" ] }, @@ -179,12 +210,19 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:59.089633Z", + "iopub.status.busy": "2024-07-01T17:21:59.089071Z", + "iopub.status.idle": "2024-07-01T17:21:59.387980Z", + "shell.execute_reply": "2024-07-01T17:21:59.387711Z" + } + }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -194,7 +232,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -204,7 +242,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -229,14 +267,17 @@ " palette=registered_colors,\n", " ax=ax,\n", ")\n", + "plt.title(\"An example scatterplot\")\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_wide\"), layout=\"constrained\")\n", "sns.heatmap(glue, ax=ax, cmap=\"apc:blues\")\n", + "plt.title(\"An example heatmap\")\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_wide\"), layout=\"constrained\")\n", "sns.heatmap(glue, ax=ax, cmap=\"apc:blues_r\")\n", + "plt.title(\"An example heatmap with reversed gradient\")\n", "plt.show()" ] }, @@ -247,21 +288,28 @@ "## Generating publication-ready plots with `apc.mpl.style_axis()`\n", "\n", "`apc.mpl.style_axis()` can be used to further style plots conform to Arcadia's standards. You can call this function after creating a plot to apply the following changes:\n", - "- Automatically capitalize legend and axis titles\n", - "- Add a horizontal line between legend title and entries\n", - "- When using the `monospaced_axes` argument; converts axis labels to monospaced font\n", - "- When using the `categorical_axes` argument; capitalizes text, removes tickmarks, and adjusts padding\n", - "- When using the `colorbar_exists` argument; converts axis labels to monospaced font" + "- Automatically capitalize legend and axis titles.\n", + "- Add a horizontal line between legend title and entries.\n", + "- When using the `monospaced_axes` argument; converts axis labels to monospaced font.\n", + "- When using the `categorical_axes` argument; capitalizes text, removes tickmarks, and adjusts padding.\n", + "- When using the `colorbar_exists` argument; converts axis labels to monospaced font." ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:59.389537Z", + "iopub.status.busy": "2024-07-01T17:21:59.389417Z", + "iopub.status.idle": "2024-07-01T17:21:59.820691Z", + "shell.execute_reply": "2024-07-01T17:21:59.820416Z" + } + }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -273,13 +321,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/dennis/Code/arcadia-pycolor/arcadia_pycolor/mpl.py:120: UserWarning: FixedFormatter should only be used together with FixedLocator\n", + "/Users/keith/projects/arcadia-pycolor/arcadia_pycolor/mpl.py:135: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " ax.set_xticklabels(xticklabels) # type: ignore\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -289,7 +337,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -309,9 +357,7 @@ " ax=ax,\n", ")\n", "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "\n", - "apc.mpl.save_figure(fname=\"examples/scatter_style_axis.pdf\")\n", - "\n", + "plt.title(\"An example scatterplot\")\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_square\"), layout=\"constrained\")\n", @@ -324,20 +370,15 @@ " ax=ax,\n", ")\n", "apc.mpl.style_axis(categorical_axes=\"x\", monospaced_axes=\"y\")\n", - "apc.mpl.save_figure(fname=\"examples/violin_style_axis.pdf\")\n", - "\n", + "plt.title(\"An example violinplot\")\n", "plt.show()\n", "\n", - "\n", "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_wide\"), layout=\"constrained\")\n", "sns.heatmap(glue, ax=ax, cmap=\"apc:reds\")\n", "apc.mpl.style_axis(colorbar_exists=True)\n", - "# Didn't use categorical_axes = \"both\" because it alters the ALLCAPS axis labels.\n", - "\n", "apc.mpl.set_xaxis_categorical()\n", "apc.mpl.set_yaxis_categorical()\n", - "\n", - "apc.mpl.save_figure(fname=\"examples/heatmap_style_axis.pdf\")\n", + "plt.title(\"An example heatmap\")\n", "plt.show()" ] }, @@ -345,9 +386,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Default figure sizes using `apc.mpl.get_figure_dimensions()`\n", + "## Using default figure sizes\n", "\n", - "The `apc.mpl.get_figure_dimensions()` function allows you to choose from a fixed set of plot sizes, which are compatible with our Adobe Creative Cloud templates.\n", + "The `apc.mpl.get_figure_dimensions()` function allows you to choose from a fixed set of plot sizes. These are compatible with our Adobe Creative Cloud templates.\n", "\n", "When generated with `layout=\"constrained\"` and saved using `apc.mpl.save_figure()`, the resulting PDF images should drag and drop neatly into place with the Illustrator templates.\n", "\n", @@ -363,12 +404,19 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:21:59.822326Z", + "iopub.status.busy": "2024-07-01T17:21:59.822195Z", + "iopub.status.idle": "2024-07-01T17:22:00.208969Z", + "shell.execute_reply": "2024-07-01T17:22:00.208681Z" + } + }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7kAAAF1CAYAAAAtEi0mAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/OQEPoAAAACXBIWXMAAAsTAAALEwEAmpwYAACE2klEQVR4nOzdd3wUdf4/8NfM7G56J70QWqjSm9QoKMJRBJWmKNhOT1E5zt44TxTx9IvlLPfjFFGQQ1BBpFggIEiT3ltIIwmE9Lpl5vP7I8fikiBJdjeb3byej0ceD/a9O+95s5PZ7HvmM5+RhBACRERERERERB5AdnUBRERERERERI7CJpeIiIiIiIg8BptcIiIiIiIi8hhscomIiIiIiMhjsMklIiIiIiIij8Eml4iIiIiIiDwGm1wiIiIiIiLyGGxyiYiIiIiIyGOwySUiIiIiIiKPwSaXiIiIiIiIPAabXCIiIiIiIvIYbHKJiIiIiIjIY7DJJSIiIiIiIo/BJpeIiIiIiIg8BptcIiIiIiIi8hhscomIiIiIiMhjsMklIiIiIiIij8Eml4iIiIiIiDwGm1wHmTx5sqtLICIiIiIiavbY5DpIbm4uhBBYtmwZbrrpJkRFRcHPzw/dunXD3LlzUVJS4pK6Fi1aBEmS0LZtW5esn4iIiIiIqDHpXF2ApxBC4OGHH8bHH38MAIiMjERUVBQOHjyIgwcPYuXKldiyZQv8/f0bta6IiAgMHDgQsbGxjbpeIiIiIiIiV5CEEMLVRXiCvn37Yvfu3ZAkCVu2bMHAgQMhSRJSU1MxcuRInDx5EvPnz8eTTz7p6lKJiIiIiIg8FocrO0hFRQUAICgoCP369YMkSQCA1q1b47333sMjjzyC8PBwTJ8+HZIk4b777sPrr7+OpKQkREZG4s4778SFCxdscu7atQsjR45EREQEEhISMGnSJKSlpdm8pqioCI888gg6dOgAPz8/9OzZE59++ikuHbuobbiyqqr4v//7P/Tp0wf+/v7o0aMHXnnlFVgsFutrCgsLMWvWLCQmJsLb2xvt27fHvHnzbF5DRERERETU1PBMroP0798fv/32G1RVxfXXX4+HHnoIffv2Rbt27aAoivV106dPx2effYbAwEBUVFSgffv2OHnyJMxmMxITE3H48GH4+fnh22+/xe233w5VVZGQkACj0Yjz588jODgY27ZtQ6dOnVBcXIzu3bsjLS0NAQEBCA8PR2pqKgBg7ty5eO6557Bo0SLMmDEDbdq0wenTpyGEwMSJE7FixQooioL27dvj9OnTMJlMGDFiBNatWwdJkjB48GBs3boVISEhiIiIwIkTJwAADz30ED788EOXvMdERERERETXwjO5DuLt7Y33338fer0e27dvxz333IOOHTuiRYsWmDJlCvbv32/z+srKSuzcuROHDx/G7t27YTAYkJaWhnfffReVlZV45JFHoKoqNmzYgLS0NOTk5GDBggUoKirCM888AwD4+9//jrS0NHTu3Blnz57F6dOnsXjxYgDA66+/jsrKyhp1fvfdd1ixYgWuu+46nD9/HkeOHEFhYSH69++PDRs24JtvvkFBQQG2bt1qren48ePYtm0bQkJCsHLlShQXFzv9/SQiIiIiImoITjzlQA899BBuvPFGLF26FCkpKdi/fz+KioqwbNkyrFy5EuvWrbO+dsyYMejZsycAoFu3bhg3bhy++uorbNmyBcOGDUN2djb0ej1eeeUVvPLKKwAuD4les2YNKisrsWHDBgDArFmzEBYWBgC466670LdvXwghrEOmf2/9+vUAqocjjxs3zhrPzMwEAKxYsQK33norEhISkJGRgalTp2Lq1KkYOnQoCgoKHP2WEVEzV1RuQn6JCX7eCqJCfFxdDhEREXkANrkOYrFYcPHiRcTGxmLOnDkAqq99/eWXX/Dss89ix44dmDNnDtq0aQMAiI+Pt1m+VatWAID09HTrdbdmsxnbtm2rsS4hBE6fPo2zZ88CABISEqzPSZKE9u3bX7XOS7mzsrKQlZVV4/kTJ05AlmV8//33eOyxx7Bu3Tp8//33AICBAwfi8ccfxx133FGHd4SI6I+dyinF26tOIrfYCB+Dgodubo3r24dBr+MgIyIiImo4fpNwkHPnziE8PBy33nqrNaYoCpKTk60zKh87dsz6XEZGhs3yl5rPVq1aWRvhkJAQqKoKIUSNn+uuuw4tW7YEUN0Y/96JEydw+PBhlJWV1ajzUu4nnnii1rx79uyBqqpo27Yt1q1bh4sXL2L9+vV48MEHsW3bNkycOBFHjhyx780iomavpMKE974/jdxiIwCg0qRiwZpTyLxY4eLKiIiIyN2xyXWQsLAwSJKEn376CW+//TaMRiOEEMjMzMTChQsBAP369bO+fs2aNdi7dy8A4MCBA1i1ahUAYOjQoejSpQsSExNRWFiIt956yzpT8rx58zBo0CDceuutUFUVN910EwBgwYIF1qHEv/zyCzp27Ii+ffvCbDbXqHPMmDEAgM8++8w6mVRBQQFuvfVWDBo0CB9++CEyMzPh4+MDf39/XLx4ESNGjMAHH3yA6OhoALCeQSYiaqjCMjMy823nDRAAzhdXuaYgIiIi8hhsch3E398fr776KgBg9uzZCAoKQosWLZCQkIB169YhNDQUb7zxhvX1er0e/fv3R5cuXdCnTx8YjUa0bt0aM2fOhJeXFz744APo9Xo89dRTaN++PVq3bo1nn30Wv/76K6ZMmQJFUfDyyy8jNjYWR44cQatWrdChQwcMGTIEQgg8++yzCAkJqVHnzTffjLvuuguFhYXo2rUrevXqhcTERKxatQrZ2dmYMGECEhMTMXnyZFgsFnTr1g0jRoxA165dkZOTg5YtW2LIkCGN9r4SkWfy99EhxE9fIx7iZ3BBNURERORJ2OQ60HPPPYeffvoJI0aMQHh4OCoqKpCUlITHH38ce/fuRZcuXayvnThxIv7617+ivLwcwcHBmDp1Knbs2AEfn+qJV0aOHImdO3di9OjRKC0tRVFREW688Ub8/PPPmDRpEoDqs8f79+/HjBkzEBYWhoyMDHTr1g0LFy7ECy+8cNU6P/vsM7z77rvo0aMHTpw4gbCwMDz00EP49ddfERkZCQD49NNPMXfuXCQkJGDLli0oLi7Gvffeiy1btiAwMNCJ7yIRNQdhAV54ZGRb6JTLE+Td1j8WCeG+LqyKiIiIPAHvk+sgycnJSElJuebrLt0n97777rMOYyYiao40IXAuvxLni6oQ6KtHfAsf+Bg4HyIRERHZh98miIjIJWRJQnwLX8S34NlbIiIichwOVyYiIiIiIiKPweHKDlLX4cpERERERETkPDyTS0RERERERB6DTS4RERERERF5DDa5RERERERE5DHY5BIREREREZHHYJNLREREREREHoOzKztAdsZZrF39Dbp37+7qUpqFmIRWiElo5eoyiIiIiIioCeKZXCIiIiIiIvIYPJPrILxPLhERERERkevxTC4RERERERF5DDa5RERERERE5DHY5BIREREREZHHYJNLREREREREHkPn6gKIiMhxVE3gQnEVNA2IDPKCTsdjmURERNS8sMklIvIQxeUmrN2bi693noOmCdzcPRK39Y9Di0AvV5dGRERE1Gh4iJ+IyEMczijB8l+zYFEFNAGs33ceO0/lu7osIiIiokbFJpeIyEPsPlNYI7b5yEWYLKoLqiEiIiJyDTa5TqYJgXP5lTicUYxz+ZXQhKh3DlVV8d5776Fnz57w8/NDeHg4Ro0ahc2bNzuhYiJyV60jfWvE2kX7Q6/wo56IiIiaD37zcSJNCOw4kY+/LjqAF788gr8uOoAdJ/Lr3eg+8sgjePHFFzFlyhSsX78e//d//wchBIYPH44NGzbUKUdKSgokSUJaWloD/idE5A56tQlBdPDl62+DfPUY3i0SkiS5sCoiIiKixiUJ0YBTi1RDcnIyUlJSbGLn8ivx10UHYLJo1phBJ+Pt6d0QG+ZTp7wVFRUICQnB3//+dzzzzDPWuKZpGD9+PMLCwvDJJ59cM09KSgpuuOEGnD17FomJiXVaNxG5n7xiI9IvlkPTBBLC/RAV7O3qkoiIiIgaFc/kOlFhucmmwQUAk0VDYbmpzjlkWYYQAnv37oXZbLaJr1q1ytrgpqam4vbbb0dkZCRiY2MxdepUZGdnAwDmzJmDG264AQDQqlUrTJ8+HQBgsVjwwQcfoHPnzvDz80Pnzp3xwQcfwGKxWNezYsUK9O3bF35+foiMjMS9996LgoIC6/MFBQV44IEHEBkZieDgYAwbNgwHDhyo3xtFRA4THuSF3m1C0bddGBtcIiIiapbY5DpRiJ8BhivuUWnQyQjxM9Q5h7e3Nx577DF89dVXaN26NWbPno2VK1faNJo5OTno1asXwsLC8NVXX2HJkiXQ6/Xo2bMnCgoK8Je//MXaDK9fvx6vvvoqAOD555/HM888g4cffhg///wzHnjgATz11FN44YUXAAD79+/HHXfcgQEDBmD9+vV4++238dNPP+Guu+6yrnvy5MnYu3cv3n33XSxatAhGoxG33XabTUNORERERETUWDhc2UFqG6586Zrcd74/DZNFg0En4/E/tUX/9mGQ63GNnBACS5cuxb///W9s374dZrMZiqJg8uTJeP/99/H888/jxIkT+Omnn2yWGTBgAIYMGYI33nijxnDl3NxcxMTE4L333sMjjzxiXe6dd97BrFmzkJOTgz179uBPf/oTvv/+e4waNQoAsHv3buzatQsPPfQQTCYTHn74YTz22GPo2bMnAGDv3r3o1asXTpw4gaSkJDveUSIiIiIiovrTuboATyZLEvq3D0PLcD8UlpsQ4mdAdKh3vRpcAJAkCXfeeSfuvPNOGI1G/PLLL/j000+xZMkSXLhwAUVFRdi9ezd0OtvNqapqjdgl+/fvhxACw4YNs4nffPPNEEJg3759GD58OKZMmYJx48bhuuuuQ79+/TBx4kQ89NBDUBQFPj4++OSTT7Bz507MmTMHhw4dwvHjxwFUn11mk0tERERERI2NTa6TyZKE2DCfOk80daV9+/bh559/xmOPPQaDwQAvLy8MHz4cw4cPh6qq+Oqrr9C1a1fccsstePPNN2ssbzDUfWh0bcsuXboU//znP/Hzzz9j48aNGDNmDHr37o2NGzeipKQEEyZMQFpaGiZPnozx48ejXbt26N+/PzhAgFyh0qSioNQEXy8FIf4N/90nIiIiIvfFJreJkyQJTz75JKKiomyuhQUAvV6PgIAA9O7dG+vXr0erVq3g5+cHoPos7muvvYauXbvanFG91Hx2794dAPDjjz+iQ4cO1ufXrVsHSZLQo0cPLFu2DF9//TU+/vhjTJs2DdOmTcOwYcMwbdo0nD17FikpKdi0aRPOnz+PiIgIAMD27dsBAFVVVU57T4hqk3GxAv/56SwOphcjLMCAh0a0Ro9WIVBk3j6HiIiIqDlhk9vEdevWDX/+85/x4IMPIi0tDcnJyQCANWvW4IsvvsDcuXMxbdo0/Pe//8WoUaPw3HPPQdM0LF68GKtWrbI2nT4+1WeSf/nlFwQFBSEqKgpPPvkknnvuOQBA3759sW3bNrzwwgt48sknERkZiS5dumDGjBkwGo2YNWsWVFXFkiVLEB4ejvj4eISEhAAAXnvtNUyaNAnp6en4v//7PwBAYWFhI79T1JxVGC349w+pOJJZAgDILzXh9ZXH8c/p3dAqws/F1RERERFRY+Lsyk2cJEl4//338f7772P16tUYPXo0Ro8ejV9++QVLly7Fs88+i/j4eOzduxehoaGYMWMGpkyZgosXL2LTpk3o1q0bAKBr167o3bs37r33Xvz1r38FUN2cvv766/jwww9xww03YOHChZg/fz7mzp0LAOjSpQs2btyIsrIy3HrrrbjjjjsgyzJ+/vlnGAwGjB8/HnPmzMHy5csxcuRILFy4EAsXLoS3t7fN7M9EzpZfZrI2uJdoAsgpqHRRRURERETkKpxd2UFqm12ZiBrHxRIj/vbZQRRX2N666pXJnXBdy2DXFEVERERELsEzuUTk9loEeuHBm1rh91ffDupYPbM5ERERETUvvCaXiDxCn3ahmH9PV+QUVCLQV4/ECD8E+updXRYRERERNTI2uUTkEfSKjLZR/mgb5e/qUoiIiIjIhThcmYiIiIiIiDwGm1wiIiIiIiLyGB7R5JaXlyMpKQmJiYkNWn7x4sXo168fgoKCMHToUGzYsMGxBRIREREREVGj8Igm9+mnn8apU6catOyyZcswY8YMTJw4EZs3b8bgwYMxZswYbNu2zcFVEhFRYymrsuB8URUqjBZXl0JERESNzO3vk/vjjz/ijjvuwKhRo/Drr78iLS2tXsv36dMHnTt3xqJFi6yxIUOGICYmBsuWLatzHt4nl4ioaTieVYKPf0xF2oUKdI4PxH3DEtEqkhOSERERNRdufSa3sLAQM2bMwIIFC5CQkFDv5fPz8/Hbb79h9OjRNvFbbrkF69atc1SZRETUSHILq/CPFceQdqECAHAkswRvfnsSReUmF1dGREREjcWtm9yZM2eiR48euOeeexq0fG5uLgAgLi4OAJCamopHHnkE//jHP1BSUoKKigqH1UpERM6XU1SJCqN6RawKF4qNLqqIiIiIGpvbNrkrV67EunXr8O9//xuSJDUoR1FREQDgzJkzmDJlCrp27QpN0zB//nyb56+0aNEiJCcn2/xcapiJiMh1/L1q3v5dp0jwNSguqIaIiIhcwS2b3NzcXPz5z3/Gv/71L0RHRzc4T2hoKADg4YcfRkJCAk6fPo0PP/wQISEhNs9fafr06UhJSbH5iYqKanAdVzNp0iT4+PigvLy8xnNffvklJEnCpk2bHL5eAEhJSYEkSfW+xvmPTJ8+HcnJyQ7LR0R0pbgWvvhTL9vP47uGtER0qI+LKiIiIqLGVvOQtxtYv3498vPzcc8992D69OkAALPZDE3T4O3tjWnTpuH//b//d808lxrTDz/8EHfeeac1npGRgdDQUHh7e9tdqxAatILzEKVFkAKCIYdGQpLqdmxh4sSJWL58OdavX4/bbrvN5rlvv/0WERERGDJkiN011qZPnz44dOgQYmJinJKfiMgZfAwKJg2MR9+2ocgvMyEyyButInyhyA0b8UNERETuxy2b3PHjx6N///42sbfeegtr167Fzz//jKCgoDrlCQkJwcCBA/HDDz9Ym1whBL777rsak1E1hBAaLMf3oGrVQsBiAnQGeI+7H7oOverU6I4aNQr+/v74+uuvbZrcqqoqrF27FnfffTcUxTlD8Pz8/NClSxen5CYicqYAHz26Jga7ugwiIiJyEbccrhwUFIQOHTrY/ISFhUGv16NDhw41hjDn5uYiKyur1lyzZ8/G0qVL8e6772L//v2YPXs29u3bh0cffdTuOrWC85cbXACwmFC1aiG0gvN1Wt7Hxwdjx47FmjVrYDRenjRl48aNKCsrw8SJEwFUT5h1++23IzIyErGxsZg6dSqys7Otr58+fTpGjBiBF198EfHx8fjoo4+gqirmzp2LpKQkeHt7o1WrVpg7dy40TQNQ+3Dl//73v+jbty/8/f3RoUMHvPfee9bXA8Du3bsxYsQIhISEIDY2FjNmzLCp40qFhYWYNWsWEhMTERAQgEGDBuGHH36wPn+phuXLl6NXr14YNGhQnd43IiIiIiJqvtyyya2vyZMnX7VBGj9+PD777DMsXboUQ4cOxd69e/H999+jT58+dq9XlBZdbnAvsZggyorrnGPSpEkoKSnBxo0brbFvv/0WUVFRGDRoEHJyctCrVy+EhYXhq6++wpIlS6DX69GzZ08UFBRYl9m0aRMKCgqwYsUKjB8/Hv/6178wZ84czJo1Cz///DMeffRR/P3vf8c///nPWut4//33cdddd2HcuHFYt24dpk6dilmzZllfv2/fPgwaNAiRkZFYvXo1Pv74Yxw8eBBDhgxBaWlpjXwWiwV/+tOfsHbtWrz11ltYv349evXqhREjRtS4fdO8efPw+uuv12kIOhERERERNW9uOVy5NvPmzcO8efNqfS4lJeUPl506dSqmTp3q8JqkgGBAZ7BtdHUGSP51G04NACNGjEBQUBC+/vprjBw5EqqqYtWqVbjjjjugKApeffVV9OrVCx9//LF1maFDh2LAgAF444038MYbbwCoHpr9zjvvQKer3uRZWVnw9vbGhAkTEBkZiYEDB6JNmzZQVbVGDSaTCc899xwef/xxPP/88wCAwYMHw8/PDwcPHgQAPP/88+jevTsWLVoEWa4+dtKzZ0+0bdsWH3/8Mf72t7/Z5Pz666+xfft2HD58GJ07dwYADBw4EBkZGXjyyScxcuRI62tfeeUV3HzzzXV+z4iIiIiIqPnymCa3KZJDI+E97v4a1+TKoZF1zuHl5YVbb70Vq1atwkcffYQdO3bgwoUL1qHKu3fvxu7du63N6yWqqtrE2rRpY/P40UcfRUpKChISEnD99ddj0KBBmDp1Kjp16lSjhpMnT6K0tLRGozl79mzrv/fu3Yvp06dbG1wAiImJwXXXXYfffvutRs69e/ciMjLS2uBecvPNN2PVqlU2M0onJSX94XtE5K7ySqpQaVQRGewFLz0/jomIiIgcgd+qnEiSZOg69IJvRBxEWTEk/6B6za58yaRJk/DZZ59h69atWLNmDaKjozFw4EAA1RNl3XLLLXjzzTdrLGcwGGr9NwAkJCRg165dOHToEH755ResWbMGc+fOxYsvvohXXnml1jp+f/1tY7qydiJ3Z7Jo2H26AEu2ZOBiiREDOrTA2D7RaB3p7+rSiIiIiNxes7gm15UkSYYSFg1dyw5QwqLr3eACwPDhwxEaGoqVK1fim2++we23326dVblXr144fPgwWrVqhS5duqBLly7o2LEjvvnmGxw7duyqOV988UXMmjULXbp0wV/+8hesXbsW9913Hz799NMar23Xrh38/Pywfv16m/i///1vTJo0CaqqomfPnvjpp59sGuGsrCwcPHgQvXr1qpGzZ8+eOH/+vHW48yXr1q1Dx44d4efnV6/3iMidHD9XgrdXn0ROYRXMqsDmI3lYtescqswWV5dGRERE5PZ4JtcN6PV6TJgwAZ9++qnNrMpA9bWwS5cuxahRo/Dcc89B0zQsXrwYq1atwvbt26+aMzExEffffz+8vLxw++23IyMjA5s2baq1IfXy8sKcOXPwzDPPICwsDDfddBP27duHJ554As8++ywURcHcuXPRr18/TJs2DQ899BCKiorwwgsvICYmBg899FCNnBMmTED//v0xYcIEzJs3D9HR0Vi6dCm+++47fP/9945544iaqKyLldCEbWzb8QJM6BeHlhH8WCYiIiKyB8/kuolJkyahrKwMMTExGDBggDUeHx+PvXv3IjQ0FDNmzMCUKVNw8eJFbNq0Cd26dbtqvvvuuw+fffYZ1q9fj8GDB+ORRx7BjTfeWOuZXKD6+tsPPvgAK1euxLBhw/D+++9jwYIFePnllwEAPXr0wNatW3HhwgWMGTMGf/7zn9GjRw9s2bIFAQEBNfLpdDqsXbsWo0ePxuzZszFixAjs378f69evx6hRo+x8t4iaNl+vmve3DvU3wMvgnPteExERETUnkhBCXPtldC3JycnXnMWZiAgAMvLK8c6a00i9UD3BmgTg8dHtMLRzuGsLIyIiIvIAHBdHRNTIEsL98PjotjiTW45yowWxoT7oGFdzxAMRERER1R+bXCIiF0gI90NCOCdYIyIiInI0XpNLREREREREHoNNLhEREREREXkMNrlERERERETkMdjkEpFLpOeVI6ew0tVlkIuZVQ35pUZUGC2uLoWIiKjBhGqEVnURQq1ydSl1IkzF0KryXV2G03DiKSJqVGnny7H1+EX8dPACfAwKbh8Qh16tgxDs5+Xq0qiRnSuoxDc7zmH7iXwkhPvinuSW6BAX6OqyiIiI6kUrTYPlzBJo+b9BCuoIfdIMyIHtXF1WrYRqhHbxN1hO/gfCXAal5XgosTdD9g5zdWkOxTO5RNSodp0uwMod51BcYUZuURXeX3sax8+VubosamRVJhX/+eksfj50ARUmFcfPleLvy48iK7/C1aURERHVmWYshvng69DObwEsFRD5e2Da8wK0yvOuLq1WWvEJmPe/AlFxDjAXQz29CFrOJleX5XBscomo0ZwvqsLmI3k14kczS1xQDbnShRIj9p0tsolVmTWcy+cQdiIich+iMgeiLM02aCqqbiKbIK3wcI2YmrkGwuRZ38XY5BJRo/HRywj219eIB/nVjJFnM+gkeOtr/gnyNiguqIaIiKhhJMUbkGr+PZMUHxdUc22SIbhm0LsFoBgavRZnYpNLRI0m0M+AcX1iociSNRbir0dHXofZ7EQGeWNackubWPfEILQM93VRRURERPUn+cVCaTXZJibH3ATJL8FFFf0xOeQ6wKvF5YCkQNfmrupm3YNIQgjh6iI8QXJyMlJSUhyac9KkSVi9ejUuXrwIPz8/m+e+/PJLTJ06FRs3bsSNN96Is2fPIjExscHrSklJwQ033FCvPImJiZg+fTrmzJnT4PVS82NSVRzNKEF6XgUMOgWtIv3QITbA1WWRC1QaLTh9vhyZFysQ5m9A22h/hAVwAjIiInIvwlwKrfgkREU2JO8ISEFJkL1CXF3WVWnl5yBKTkJYKiEHtoUU2AaS5FkjqdjkOsjVmlwhNIiKcxBVBZC8wyD5xkCqZUhDbVauXInbb78dK1aswG233Wbz3KRJk5CSkoLU1FScPXsWSUlJMBgaPsygvLy83nlOnDiBkJAQRERENHi9REREREREjsQm10Fqa3KF0KCd3wbzoTcBzQjIXtBf9yTkyIF1anQrKysRERGBsWPHYsmSJdZ4VVUVwsPDcffdd+Nf//qXo/8rREREREREbovX5DqRqDh3ucEFAM0I86E36zzbmo+PD8aOHYs1a9bAaDRa4xs3bkRZWRkmTpyIlJQUSJKEtLQ0AMD06dMxYsQIvPjii4iPj8dHH30EANi9ezeGDBmCwMBAXH/99Vi9ejW6d+9uHWpcW57k5GR88skn6NWrFwICAnDDDTcgNTXVWkdiYqLNUOUzZ85gwoQJiI6ORmRkJO655x7k5uZany8oKMADDzyAyMhIBAcHY9iwYThw4EA931UiIiIiIqKrY5PrRKKq4HKDe4lmrI7X0aRJk1BSUoKNGzdaY99++y2ioqIwaNCgWpfZtGkTCgoKsGLFCowfPx6nT5/G4MGD4efnh2+++QYvvvgiXn/9dZw9e/YP171nzx58/fXXeOutt7B48WIcP34cM2fOrPW1586dQ69evVBZWYmlS5fin//8J3bv3o1bbrkFJpMJADB58mTs3bsX7777LhYtWgSj0YjbbrsNZrO5zu8HERERERHRH9G5ugBPJnmHAbKXbaMre0HyDq1zjhEjRiAoKAhff/01Ro4cCVVVsWrVKtxxxx1QlNovEA8JCcE777wDna568z7//PMICwvD119/DR+f6unMu3btitatW/9x/ZKEL7/8EgEB1ZMCbd26Ff/5z39qfe2rr76KgIAAm3V069YNTz31FI4fP4527dohJiYG8+bNQ8+ePQEACQkJ6NWrl/VaYGpeiivM0MmAn3fTv32QyaKi3KgiwFsHneK4Y4OVJhVGs4ogXz0kSbr2AkRERER0TWxynUjyjYH+uidrXJMr+cbWOYeXlxduvfVWrFq1Ch999BF27NiBCxcuYOLEiVddpk2bNtYGFwAOHDiAoUOHWptPAIiLi7tmY9mxY0drgwsAHTp0QHFxca2v3b17NwYPHmyzjq5du2L9+vXWx5988gl27tyJOXPm4NChQzh+/DgAICcnh01uM1JUbsLWYxexalc2/Lx1uGtIArolBkOva5oDS9IulGP5r5k4mlmKHq2DMKFfHOJb2HebG00IHM0swZItGThfVIVhXSNwU7dIRAR51vT9RERERK7AJteJJEmGHDkQhoDE/82uHArJN7bOsytfMmnSJHz22WfYunUr1qxZg+joaAwcOPCqr6/r7MjXOnP0+4YVAPT6Pz7jpmnaVZ8rKirChAkTkJaWhsmTJ2P8+PFo164d+vfvD8591rxsP5GP//ycBgC4WGrC3JXH8erUzugcH+TawmqRX2LE3BXHcLG0esh9yuGLOJtbjlemdEGgb8PPQKddKMff/3sUFq36d3/F9nOoNKmYcWMrm3sIExEREVH9scl1MkmSIfnFA37xDc4xfPhwhIaGYuXKlVi7di1uv/32qw5Vrk23bt2wYcMGVFVVwdu7+kxRVlYWTpw40eCartSzZ0+sWbMG5eXl1nv6njlzBo8//jieffZZHD9+HJs2bcL58+ettxzavn07gOrZoql5KK+yYM2enBrxQ+nFTbLJzS6stDa4l6RfrEROYZVdTW5mXoW1wb1kw/7zGNsnFhFBvE8sERERkT2a5vhAsqHX6zFhwgR8+umnOHPmzB8OVa7N008/jby8PEyYMAGbNm3CunXrcMcdd1gbXkd47rnnUFxcjPHjx2PTpk1Yv3497rjjDqSmpqJ79+4ICam+IfZrr72G7du3Y9myZXjiiScAAIWFhQ6rg5o2nSwh2K9mc2hPw+hMBn3Ng0kSAIPevo9Or1ryBvjoYFB4FpeIiIjIXmxy3cSkSZNQVlaGmJgYDBgwoF7LtmvXDps3b0ZxcTHGjh2Ll19+Gc888wxiY2Ph7+/vkPoSExOxa9cuyLKM2267Dffeey969uyJTZs2wc/PD+PHj8ecOXOwfPlyjBw5EgsXLsTChQvh7e2NgoK6zzZN7s3LoGDSwHj8fkRukK8e1yU0vbO4ABAf6oMhnVrYxEb3jkZsqH0HiFpH+SE+zPZygBk3JCLYv26XGhARERHR1UmCF0Q6RHJyMlJSUlxdRq2OHj2K5cuX489//jOio6MBABUVFWjRogU+/fRTTJo0ycUVUnOiagJncstwMrsU3gYF7WMC7J7IyZkKykw4lV2KcwWVSGjhi3YxAQhywJnnnMJKnMwuQ1G5CW2i/NEu2r/WM7xEREREVD9sch2kKTe5eXl5aNu2La6//nq88MILMJlMePvtt7Fz506cPn0aQUFN8ywaERERERFRfXG4cjMQHh6OH3/8EVVVVRg5ciSmTp0KnU6H7du3s8ElIiIiIiKPwtmVm4m+ffs22TPNREREREREjsIzuUREREREROQx2OSSRyivsqDKpLq6DJcymVWUVpgdnrfSpKK8yuLwvERERFQ7IVQIUwmE5vi/60TNAYcrk1srqTBj16kCfLsrG35eCiYOjEfXlkHQ65rX8ZvjWSX4ansWzuVXYth1EUjuEoHwIC+7cprMKg6kF+O/2zJhNGsY3y8WfdqGIMCnad7TloiIyBNoZZmwZK6BuLAdUkhn6BLvgBzY2tVlEbkVzq7sIE15dmVPtvHQBby39rRN7NWpndE5vvlMqJWRV44nFx+CyaJZY3/qGYUZw1pB+f0NaevpUHoRXlp21CY2a3Q7DOkc3uCcREREdHXCXAbTvjkQhYcuB71CYej3DmSfCNcVRuRmmtfpLvIolSYV3+3OrhHfl1rU+MW4UHpehU2DCwAb9p/HxRKjXXl3nSqoEVuzJwcmc/MeFk5EROQsWkWObYMLAMYCiPJM1xRE5KbY5JLbUmQgyLfm0NkAn+Y1Ct9Qy9BsH4MCndLws7gAEFjLexvkq4dsx9lhIiIiujpJ1qO2r+eSYmj8YojcGJtcclsGnYIJ18fh9z2Xr5eCbonBLqvJFVpF+iE21McmdndyS4QF2HdNbu82IfAxKNbHsgSM6xsDncKPDSIiImeQfGOhJE6wjbXoA8mvpYsqInJPvCbXQXhNrmuomsDpnDIcySiGl0FGl/ggtIzwc3VZjS6nsBJHM0twodiIjnGBaB/jDx8v+89onz1fhiOZJTBZNHROCELbKH+7rvMlIiKiPyaMRdCKjkErOQnJvyXk4M6QfTgfBlF9sMl1EDa5RERERERErsdxh0REREREROQx2OQSERERERGRx3Bak2symfDee+/hjjvuwI033mjzM2zYMLvz//rrrxgyZAgCAgIQExODRx99FKWlpfXKsXr1akiSVOPn0Ucftbs+IiIiIiIianxOu9fKE088gY8//hi1XfIrSfZNXHPo0CEkJydj1qxZeO+993Dq1Ck8+OCDKCoqwhdffFHnPFlZWWjVqhU2btxoEw8ICLCrPiJPUl5lhiaAAJ+atxSyR0mFGToF8PVybN5yowVeOrlZzwJtNKsQALz1yjVfS0RERORpnNbkrlixAp07d8bbb7+N9u3bw2Bw3P293nrrLfTr1w/z5s2DJEno1q0bjh8/jjfffBOapkGW6/blNisrCwkJCUhMTHRYbUSeosJowYG0Iny3OwdGi4YR3SPRq3UIwgLtuzVRXlEVdp8pxI8Hz8PPoMPYvtHo1jIIXgb7Po4uFFdhy9GL2HwkD60i/DCubwzaRPnbldPdmMwqDmWWYOX2LJgtGm7tG4vurYPh54CZtomIiIjchdO++fj6+mLatGkYPny4w3OPGDECMTExNmeEZVlGWFhYnRtcoLrJjY2NdXh9RJ7gaGYJ5n970vr4ww2peGRkGwzvGmlX3p2nC/Cfn9Osj4+dK8Hzt3dEz9YhDc5ptmhY/msmfj6YBwDIyq/E3tRCzL+7K2KuuIewJzuRXYZXvzpmffzP1Sfx1K3tcX37MBdWRURERNS4nDaeb9KkSdi8ebNTck+ZMgVDhw4FABiNRvz0009YsGABJk+eXK88WVlZyM/Px/DhwxEWFoZu3brhk08+qXWINVFzs/tMYY3YD/vPo7zK3OCchWVGbNh/3iamCeBIRkmDcwLAhWIjNh3Ks4mVG1VkXqywK6+7+fX4xRqx7/dkw6JqLqiGiIiIyDUceib3L3/5i/Xfqqpi06ZN6NSpE/r16wcfn8tnUyRJwr/+9S+713fgwAF0794dANCzZ08899xz9Vo+KysLeXl5eOONN/Daa6/hp59+wv333w9VVfHAAw9cdblFixZh0aJFNrHc3Nz6lk/UpPkaal7P6WNQoLPjmnqdItd6naiX3r7jbYpcndtksW3mmtt1uX7eNT/S/b31ds+DQEREROROJOHA05Z1HSosSRJUVbV7fVVVVTh8+DD279+POXPmoE2bNkhJSanzF7pjx44hODgY0dHR1tgDDzyAX375BcePH69XLcnJyUhJSanXMkRN2aH0YsxdeQxGc3XjKEvA0+Pbo287+4a+bjt+Ef9cdXkYtK9BwfO3d0Cn+KAG59SEwLc7z+HzzRnWWEILH7x4Rye0sPMaYndyKqcMLyw9bG32ZQn4++TO6JLQ8PeWiIiIyN049Ezupk2bHJnuqk6cOIHIyEgEBwejd+/e6N27NxISEjBixAikpqaiTZs218xRVlaG/Px8tGzZ0ibetWtXfPbZZ/WawIrIE13XMggv3N4RB9KKYDRr6N4qGJ3j7J95vEerYDx/WwfsTyuCn5cO3RKD0Sk+0K6csiThpm6RiG/hi0PpxYgL88F1LYOaVYMLAO2i/TH3zi7Yn1oEs6qhZ+tgtI3mbPFERETUvDi0yb10nSwALF68GNdffz3atWtn85qMjAxs3brVrvXcdtttGD58OBYsWGCNeXt7A6g+u1sXqqpiyJAh+OKLLzB16lRrfM+ePWjfvj0bXCIAXRKCHH4W0NdLh95tQ9G7bahD8wb46NGnbSj6ODivu2kb5Y+2zWxWaSIiIqLfc9rsyjNmzMBHH31Uo8n94Ycf8Oc//9mmsayv2bNn48EHH0R8fDySk5ORlZWFZ555Bv3790fHjh1tXpubmwuLxYK4uDibeFBQEB5++GHMmjULQgi0b98e69atw+LFi7FkyZIG10ZERERERESu49BrcgHgxhtvBACkpKQgKSkJMTEx1udUVcWBAwegqipKS0sbvA4hBD7//HO8/fbbOHnyJFq0aIEJEybgpZdeQmio7Vmc5ORkpKWlIS0trUYek8mEefPmYcmSJcjKykKHDh3wzDPP4I477qh3Tbwml4iIiIiIyPUc3uReGuYrSdJVb8Vz7733YuHChY5crcuxySUiIiIiInI9hw9XzsnJgRACMTExeOONN3D33XfbPO/r64uAAE6EQo5lsqiQJcktbhmjaRoqTCr8vfWuLqVOjGYLNCHBp5ZbCtnDWdvMaFah18mQ3eC2OWaLBrNFha+b/C6Q8whVBSAgKU67isihhGoEZD0kyXH7rxAC0EyQlOY1YRwRETmew/+aRkZGAqieabl9+/bWx0TOUF5lwf60Iqz5LRv+3nqM6xuDjnGBUOSm2eCcyi7F5qN5OJpZii4JgRjSqUWTnf22ymTBgfRirNubC6NZw03dItCzdQiC/Qx25S2rMmP/2SJ8vycHgT56jO0Tgw4O2GYXS4zYfiIfKUfy0DbKH7f0iEKrSD+7cjrTofQirN93HueLqzCoQwv0aReK2FCfay9IHkWYzVAzjsO0YwOgqdD3GwFdYgdIBm9Xl1YrreI8tNwtUHNTIAV3gi5+FOSAVvbnLUuDJWs9RMFByJGDoUQnQ/aNvvaCREREtXDocOW//OUvdVupJOFf//qXo1bbJHC4smv8cjQPb393yvpYloBXp3ZBxzj7bknjDLlFlXh95QlkXKywxtpE+uHp8e0RHtT0vtDuOVOIuSuO4fcfEDNHtcWN10XYlTflcB7e+d52m71213VoH9PwZt9i0fCfjWexft95ayzAR4c3pl2H6JCm1zgezyrB3786iiqTZo3d2jcG04YmcGb3ZsaSdgyVX8y3iXlPngV9264uqujqhGqE+cj/Qcv53e0CvcJg6Pd/kH0afkBbq8yDedffIKpyrTE5vD/0XZ+GpPO1p2QiImqmHHom96OPPrJ5XNt1udL/hhB6WpNLja/KrGLVrmybmCaA/WeLmmSTm3Wx0qbBBYAz58uRebGiSTa5v50uwJVHwH7Yn4v+SSHw9WrY8NoKowXf7DxnE9MEcCi92K4m90KJET/sP28TK620ICOvokk2uel5FTYNLgCs25eLG68LR3yLpnv2mRzPfOjXmrHdP0HXpotDhwI7gqjIhZaTYhs05kOUpQN2NLmiPNOmwQUALW8HREUOpMBr3/eeiIjoSg5tcjdtunx0Nz09HX/+85/x+OOPY9SoUQCANWvW4P3336/RDBM1hATAS1/zS2BtsaZAvspwXKWJXkdsqOV9NOhkKHZ88ZYlCQZdzffBS2ffe3Dp2l6TxbZx1ClNc9h6bb8LBkW+6u8IeS5JX8sBLoM3qj/hmhhJrv4R6hVxO79KyLVd7y8DkmPnASAioubDod+uhw4dav358ssvcffdd2PevHkYMmQIhgwZgvnz52PatGm8Dy05hJdewW3Xx10Rk9EtMdg1BV1DYrgvura0PcPcq3UIElo0vTONANCrTQgMv2s+JQCjekXDy44JqLwNCiYNjLeN6WV0SQhqcE4AiAj2wm39Y21iMaHeaBneNM+Kto70RYi/7dnw8f1jERvKoZnNja5Lf9smT5Jg6H2jddRTUyL5RkFJGG8b828Dyb+lfXn9EiAF2d7jXo4fBck35ipLEBER/TGH30LokuDgYDz99NN49tlnbeKvv/463njjDRQVFTljtS7Da3Jdw2RWcTKnDDtO5sPPS4e+7ULRJsrf1WVdVfqFchxML8bJnFK0jw1E14RAJDTRRkzTNBzOLMFvpwtQadLQr10oOscHwsfLvrM2JrOKE9ml2HGyAAE+OvRtG4rWDthmJRVmHMkswd7UQrRs4YserUMQG9Y0DyAAwPFzpdiXWojzxUb0bBWMzgmBCAvgrLLNjRAa1OyzsBzfC2gqdO17QYlrDanWs5uupxkLIAoPQb34G+TAJMhhPSH7xV57wWvlrciBlr8XWvHx6pyhXSF7hTmgYiIiao6c1uR27doV5eXl2Lx5M+Liqs+2ZWZmIjk5GX5+fjh48KAzVusybHKJiIiIiIhcz2k35HvmmWdw1113oW3btujevTsA4MCBAzCZTPjiiy+ctVoiIiIiIiJqxpzW5E6dOhWyLOOll17Crl27AABt27bFK6+8gsmTJztrtURERERERNSMOW248u+VlZUBAPz9m+61kvbicGUiIiIiIiLXc+iZ3OXLl6N3795o3bo1li9f/oevnThxoiNXTUROIoSAQPVtehxJ1QRkCU1yFlkicg1NNUNWGnYfbvpjfG+JqDlx6JlcWZbx0Ucf4cEHH4Qsy7V+eRVCQJIkqKpaSwb3xTO55GlUTeB4VgnW7s1FhcmCUT2j0SUhED4G+46NlRstOJRejHV7cxHkq8fInlFoHxvg8CaaiNyHmn8CWm4KtLLjkEN6Qw4fACWklavL8ghqyRloeTugXfwNckA7KDE3Qg7u4OqyiIicyqFncl9++WX07t3b+m8icl+nskvx0rIj0P53GGz/2WI8O6ED+rYLtSvv3tQivL36pPXx9hP5eO3OLmgXE2BXXiJyT2pJFsxH5gGV2dWPi45CKzkFqctfIXsHXmNp+iOaqQTqmS+gXfgVwP/e24s7oev5Dyj+CS6ujojIeRze5F7Sq1cvJCcne/R1uESebNfpAmuDe8mq3dno3ioIBl3D7uFZYbRg5a9ZNjGLJnAoo5hNLlEzJUrSrA2uNZa/HaI0A/Du4pqiPIQoz7A2uNZYZS5QlgawySUiD+a02ZXHjh0LnU6H/v3746abbsLw4cPRt29fKErTvME9EdlS5JrDh3WyZNc1tJIkQafUXF6uZV1E1EzIci1B6X8/ZJ9L7+OVV6bxvSUiz1bbXxaHuO+++9CpUyds374dL7/8MgYNGoTQ0FCMGzcO//rXv5y1WiJykL5tQ6G7ovkc1zcGeqXhHxs+BgW3D4iziRl0MromBDU4JxG5N9k/EfCzvf5WikiGFJjokno8ieSfCDn6RtuYXwIk/9YuqoiIqHE4/RZCFRUV2LdvH1JSUvDhhx8iOzubE08RuQFNCJzKLsPWY3moMKkY2ikcHWIDYNDbNxqjyqTi2LkS/HL0IgJ99RjYIQztojlUmag5UwtOQ7u4C1rpScghPSCH9oASzOG0jqCWZUDk74WWvw9SYFvI4f2gBCW5uiwiIqdy2nDl0tJSbNu2DVu2bMHmzZuxe/duWCwWdOvWDTfddJOzVktEDiJLEtrHBqB9rGMbUG+Dgh6tQtCjVYhD8xKR+1JC20IJbevqMjyS4p9Qff1ty1tdXQoRUaNxWpMbGhoKTdMQFxeH4cOH49FHH8WwYcMQERHhrFUSERERERFRM+e0a3I1TYMQApdGQ9szWQ0RERERERFRXTityS0sLMTatWtx11134cSJE7jnnnsQHR2N7t2748knn3TWaomIiIiIiKgZa5SJp3777Tds3rwZH3/8MSeeIiIiIiIiIqdx2jW59913H3bv3o1jx45Zhy4HBgbi1ltvxfDhw521WnKA9LxybD12EWdyyzGkUwt0SwxGiL/B1WXVqspkwdHMUvx48Dz8fXQYfl0k2sX4Q7ZzeHx2QQX2ny3GrlMFiGvhg0EdWqBDXKCDqnYPqiZwMrsUPx88jwqTipu6RaFjXAC87ZxdmchdqbnpMB/aDi0/B/quA6EkdoLs6+/qsugPqHmHoOZugjCehxI+FFKLnlD8WtiVU2hmaEVHoWatB4SAEncL5JBOkOSm+XfSWbSyTKjnt0AUHoYcORhyeB/I3uH25y0+CUv2T0BlLpTYEZBDu0HS27efCYsZatZpmPdtBiQZ+h5DoMS1haQ47WuwXbTKC9DydkK78CukkG5QogZB9ou79oJEZOW0M7myLEOv1+P666/H8OHDcdNNN6F3795QFM/8guwpZ3JzCqvw3JJDKCo3W2MTB8Rh0qB4uxtHZ9h5Mh/zvjlhfayTJcy9swuSYho+I7DJomHJlnSs3p1jjQX76fHSHR3RKrL5fKE9ca4Uzy89DFW7/BHx/O0d0LtNqAurInINNS8bFYteBYyV1pjXiDth6MODtk2VevEYzPufA9QKa0xp8yD0bW+zL2/BQZh3PwXg0mejBH3veVDCutuV151olXkw//Y0RMU5a0yOvQX6jn+BpHg1PG9JKky7ZgFqlTWm6/xX6OJG2FWvJe0YKr+Y/7uIBJ9pT0PXsr1deZ1BqJUwH14ALTfFGpP8W0Hf+zXIXvz7S1RXTrsm9/vvv0dBQQFSUlLwwgsvoF+/fh7b4HqS9LxymwYXAL7dlY284qqrLOE6VWYVK3ecs4lZNIH9Z4vsynsuvwLr9ubaxIrKzTh7oeIqS3im3acLbBpcAFi1Mxsmi2ddakBUF9r5DJsGFwBMW1ZBKy10UUV0LVrpaZsGFwDUrBXQSnOuskTdqFnrcbnBBQABNWudXTndjSjPsGlwAUA7twGiwr73Vis+YdPgAoB6Zgk0U7FdeU17Nl4RETAf3GpXTmcR5dk2DS4AiLKzEGUZrimIyE05bZzGyJEjnZWanMmpV2g7VtM7r0xEnsrJ01eQ2+Pvh9vhJiPyaE47k0vuqWWEH4L99DaxW/vGIDzI20UVXZ2XXsGE/rE2MZ0soXurYLvyxob54pYeUTaxYD89EiN87crrbvq0DYUi2x5KGNcvBgYdR2RQ86NEtQS8fGxihiHjIAeEuKgiuhY5oC2g2H5uK3G3Qw6ItiuvEjcCtodZJShxo+zK6W4kvwRIvrZ/f+XYmyH52vfeykHtAcX2+4bS5k7IhiC78hp63nBFRIK+2yC7cjqL5BcDOSrZNubfCpJ/gmsKInJTTp9dubnwlGtyAfeceOqng+fh76PHsOsiHD7xVHwLHwxsphNPncqufm858RQRJ55yR9aJp6rOQ4lw5MRTx6qHKAsBJX4k5OCOzXTiqa0QhQedMPHUz0BlTjOfeGoXtAvbIIV2gxLJiaeI6otNroN4UpNLRERERETkrhx6CMvXt27DOSVJQnl5uSNXTUREREREROTYJjciIgJSE7zNDBERERERETUPDm1y09LSHJmOiIiIiIiIqF6cesV9VVUV9u3bhzNnzkDTNFgsFhQUFCA/Px+vv/66M1dNREREREREzZDTmtzjx49jzJgxSE1NrfV5NrnkCEaziuPnSrHlaB78vXUY1LEF2kb5N9lh8+eLqrDvbBEOphehW8tg9GgdjAgH3J7peFYJdp0uwLmCKvRtG4LrWgY5JC8RkTvTSs5UzwBckQMleijkkK6Q9H6uLqtRqflnoRUdgFa0H7JfW0hhfaALb+/qsq5Kvbgf2oVfIYz5kCMHQgrqAsUvwtVlEZGbcVqT+/TTTyM7OxtPPvkkFi1ahKlTpwIAli5dinXr1jlrtdTMHEovxtyVx62P1+3Nxdw7u6BddIALq6pdaaUZH244gwNpxQCA7ScK0KdNCB4f0w5+Xg3fFc/klmH+tydQWG4GAOw6VYCJA+IwaWAcZJm3wiai5kkrS4dp91OApaz6ce4m6Dr/Fbq4ES6urPGoVSVQM1dAO/9T9eOL24G8LZB0z0MJaeni6mpS8w/CfODvgKUCAKBd2Apdh0cAv7EuroyI3I3TvgFv27YN06dPx7x589ClSxe0bdsWb7/9NsaNG4e5c+c6a7XUjBjNKlbuOGcTM6sC+88Wu6iiP5ZdUGVtcC/ZfaYQ2QWVduVNu1BubXAvWf1bNrLy7ctLROTOtOJT1gb3EsvpxdCMhS6qqPGJkgxo53+2DVakQ5Slu6aga9BKTlkb3EvU9JXQSs9dZQkioto5rclVVRXh4dU3BW/Tpg2OHTsGAEhKSsKWLVuctVpqRgQAi6rViKtazVhToF3lltT2lltbXk2rfn+IiJotUcuHq1DRrD4dhYba/79N9T2ouc1Ec9tmROQQTmty+/Tpg8WLF2PXrl0YOnQo1q9fj7y8PPz444/OWiU1M956BeP7x9rEFFlCj1YhLqroj8WGeqNdtO21YJ3jAxEb6mNX3sRwP/h72w53HtkjCrFh9uUlInJncmBbQLGdm0DXegpkr1AXVdT4JP8ESC0G2ga9oyD5Nb2hygAgB7QDZC+bmJIwDnJAnIsqIiJ3JQlxldNLdtq9ezeGDx+OYcOGYeHChUhKSkJhYfUQoSlTpuCLL75wxmpdJjk5GSkpKa4uo9mpMFpwOKME6/bmwN9bh5E9o9E+NgCK3DQnnsopqMQvxy9ib2oR+rQJwYAOLRAdYv8EUUcyi7Hx0AXkFFTh+g5h6NU6GDGhvg6omIjIfWnFJ2DJXAtRkQ1d/EjIYb0gGYJcXVajUi+egpa/C1rRb5D9kiBHDoUS3snVZV2VmrcHavYGCGMBlOgbIAV3hxIQe+0FiYh+x2lNLgCkp6fj+PHjGDFiBDZs2IB//OMfiI6OxkcffYSwsDBnrdYl2OS6lqoJyBKa7KzKV1I14ZRG3Kxq0CucbIqI6PeEUCFJiqvLcCnVYoKiM7i6jDpTVRMUxX3qJaKmxalN7iXl5eUAAD8/z522n00uERERERGR6zn1lM/ixYuRlJSEwMBABAYGIikpCYsXL3bmKomIiIiIiKgZc9p9cv/zn//ggQcegJeXF/r06QMAOHDgAGbMmAGLxYJ7773XWasmIiIiIiKiZsppZ3LffvttdOzYEWlpadixYwd27NiBs2fPIikpCf/85z/tzv/rr79iyJAhCAgIQExMDB599FGUlpbWO8/ixYvRr18/BAUFYejQodiwYYPdtREREREREZFrOO1MbnZ2Np599llERkZaY1FRUZg+fTreeOMNu3IfOnQIycnJmDVrFt577z2cOnUKDz74IIqKiuo1a/OyZcswY8YMzJ8/H8OGDcOKFSswZswYbNq0CQMHDrx2AhfLK6nCofQSHMksRqe4IHRtGYjwIPtn6s3Kr8De1CJkXqxArzYh6BwXiABfvQMqpvQL5TiYXoyT2aVoHxuAri2DkBBu/7XqmRcrsCe1ENkFlejVOgSd4gMR4GPfNhNC4HRuOXadykeVSUX/pDAkxQRAr+PEVo6g5p2D5fRBiIJcKO16QEloB9m7ac5boFWWQU0/AcvJfZB8A6Fr1w26lu3tz1teUp039RDkyHjoWl8HJSzKARU7h3rxGLSLuyCqLkBu0QdyaDfIvvbdskwIDaL4BNQL2wHNAjlyAOSgDpBk+/48a1Ul0AoOQcvbAckQArlFXyjhXezKSdVUtQooOAjtwk4AgBzRFwjqBsVg399fYayCmnUKlhP7IAWFQte2G5TIeLvr1YqzoBYehFZ4ELJ/a8gtekEJaWN/3vJsaPl7oJWchBzWC3JIV8jezef2TAAgzOXQio5AvbAdkk8klPD+kAMS7c6rVeVDKzgArWAf5MAOkFv0hOwbbX/BBGEu+9822wHZJxpyeF8HbbOL0Ar2Qys4ADmoI+SwnpB9m+7fs+bAaRNPjR07FkFBQfj8889t4tOmTUNpaSm+/fbbBueePn06zpw5gy1btlhn03311Vfx5ptvorCwELJcty/hffr0QefOnbFo0SJrbMiQIYiJicGyZcvqVVNjTzxVYbTgvbWnseNkgTXWp20IHv9TW/h5N7y5uVBUhZeWHcH5YqM1dk9yS4zrG+M2Mxc3VQWlRry79hQOpJVYY73bhOAvt7RGiL/XHyz5x3ILK/Hil0dwsdRkjd03LBGje8fYVe/pnDI8t+QQzGr1R4QE4OVJndAtMdiuvASoBedRufgNiLJCa8zrlmkw9L7RhVVdnenQrzCu+n+XAwZv+EyeBV1CUoNzCk2FccsqmLd+Z41JLWLgO3U25MCm90VZzT8J88EXAVORNaa0exj61rfalVcrOgbTrr8BwvK/iAx9nzeghHa1K68l40dYjv1u1JTOD/puc6G06GhXXgLUvF0w75sDCLU6IMnQd58DJaKfXXnNh7ej6tt/Xw74+MH37mehhDf89jmaqQqW4x9By1l3OejfGoauL0IOaPjfCK0qH+Z9L0GUnLbG5JYToE+6F5LcfA6Kq+d+hPnw7/YzfRAMfd+C7N/wgxPCYoT5xEfQstZaY1JwZ+i7vwTZK9iOagkALJlrYTn6zuWAIQSGvv+E7NfwezELtRLmo/+Clv2jNSaFdoOh2/PN7pZlTYnTTskMGzYMy5cvx3333YcVK1ZgxYoVuPfee/HVV19h+PDhWL58ufWnvkaMGIFXX33VpumSZRlhYWF1bnDz8/Px22+/YfTo0TbxW265BevWrbvKUk1HdkGVTYMLALtPF+JcQZVdec/mVdg0uADw322ZyCsxXmUJqqu0vAqbBhcAfjtTiIyLlXblPXuhwqbBBYAvf8nERTu32e7TBdYGFwAEgG93noNF1ezKS4CWm2HT4AKAcfPX0EoLr7KE66ilRTD/esVnoqkKauYpu/JqhXkwb7fNKy5mQ8s7Z1deZxGlZ2waXABQ05dBK82xK68lZ9PvGlwA0KBmfAd7jj9r5fmwpF9xoNZSDq34eINz0mVqzsbLDS4ACA1q9k925dTKS2FM+do2WFkONSfNrryi5Cy0nCsuwypLhVZiZ97yDJsGFwC0jG8hKuzbH9yJZiyE+dSntkFzMUTp6doXqCNRmQ0t64rPxqIjQHmGXXkJ0Iz5sJxaZBs0FVZ/vttBlGfbNLgAIAoOQJRn2pWX7OO04cqzZs0CAHz66afWM6WX/mg//vjj1seSJGHixIn1yj1lyhTrv41GI3755RcsWLAA999/f51z5ObmAgDi4qqP3KSmpuKtt97CJ598gqqqKlRUVMDX17fWZRctWmRz9vf3+RqLqtXeaKiafSfmtVryWlSBq6yO6kG7yrZR7Wwaa9vmZlWDZucgDaOlZl1VZtXuvARAU2vGLGY0yR1NaBCquWa8tlg989b2Pgi1lvemCRCilm2jmSBq25b1YanlIJdaierDSg0cPSNUSJoZNfZUzc5tRtXUWg4g1harD6EBFkvNeG2x+uZFLb+7ws68tf3eC822+fd0Qqt1nxKafe+tECpQc++1Oy/hD7aZfb+34iq/93b/fSC7OK3Jfemll5w+vPXAgQPo3r07AKBnz5547rnn6rxsUVERAODMmTN455138N1332HatGmYP38+HnvsMRQVFV21yZ0+fTqmT59uE0tOTm7A/6DhokN8kBTtj5M5ZdZY60g/xIT62JU3IdwPfl4Kyo2Xd8xRvaIQHtTw4bRULb6FDxJa+CLjYoU11ibSDwktav89q6vEcF/4GhRUmC5vs7F9YtAi0L5t1rdtKFbvyrb5Uzu2TwwMOsWuvATIkfGAwRswXR55Ybh+FKQmOExXCQyFvvcwmH5YejkoK1Di2tmVVw4Oh67rIFgO/GKNSX6BkO0YmulMckArqIqXTTOjxN4KJajhQ9wAQIkZBi37B9tYwlhIUsMHWsn+EZBjx0I987sh5pIecpD911EToETfCO3CrzYxOWaYXTll/yAYBoyC8ff7maKDEpNoV14pIB5SWD+I/J2Xg17hkPztzOsfD3iFA8Y8a0yOHAKpGV03KnuHQddqIiwnF/4u6AU5oLV9eX1iILfoC+3iLmtM8omB5J9gV14CJK8WUFrdAfX0Z5eDijfkgFZ25ZV9YyGFdoco2H95XX7xkPzsv6aeGs5p1+ReyWw2Q6937HUaVVVVOHz4MPbv3485c+agTZs2SElJqVNzfezYMXTq1AkBAQF4+OGHMWvWLERFReGLL77AtGnTUFlZCW/vuk8i0djX5ALAuYJKpBy+gD1nitCzdTBu6BKO2DD7GiYAOJNbhvX7cpF6vhw3XheO/klhCAtgk+sIp7JLkXI0D8cyS9E5PhBDOrdAu+gAu/OezinD2r05SM+rwPCuEejXLhShdm4zs6rhWGYJVu/ORoVRxZg+MeiWGARfL6cdG2tWLNmpMO/+GdrFbOi7D4EuqQfkgGBXl1UrtSgf6plDMB/4BZKvPwy9h0Fu3QmyvZMjFV2E+dhvsBzZASWmNfQ9k6FENd0vcuqF/bBkfQcYz0OOGAYlvB/kQPuufReqCVrhQahpKyE0FbrECZBDu0PS2TeJkVp2AVreLqi5P0DSh0CJHws5vEedL+mhq1OrCiEKD0DN/B6AgBL/J0jBXaH4hNmVVysvgeX0QZj3bIIUFAZDv5uhxLax+4SBWpgK7fwWaAW7IPknQYkZ4ZBrs7XSs7BkrYMoPAw5aiiUqKHNbqIdzVgILW8n1MzvIfnGQNfyVsjBDnhvK3Kg5myCdn4rpNDu0MWOgBzQ0gEVk1ZVAC1vB9SstZD84qFLGAc5uIP9ecuzoeZshHbhV8hhPaDEjoDMAxMu5dQmd9++fXj66aexY8cOLFu2DGfOnEFISAjuuusuu/KeOHECkZGRCA4OtsZ++OEHjBgxAqdPn0abNteeNbCwsBChoaH44osvcOedd1rjr732Gt566y3k5+fXqyZXNLmXGM0qvPSOPbumCQGLRYPBwXmpekh4pUm1a4Kw2qiagKo6fptZVA0CgF7hl2NHE5oGqCokBx8AdBbNWAUoCmSdY+sVZhOg09l19rKxaKoZ0MyQ9fYfUPy96qGIwuGT9mimckA2OHybEaBaqoeVKzoH/y5YzIAsQ5Id/HfdWA7ofRx6oEMIAWgmSErzPhAuVBMgK5Akx24zoRoB2cCJP52A28zzOe0bxYEDBzBgwAAcOXIE5eXlAICCggLcc889+Oabb+zKfdttt2HOnDk2sUtnXauq6jbxUkhICAYOHIgffrg8TEwIge+++67GZFRNnaMbXACQJYkNrpPIsuzwBhcAFNk520ynyGxwnUSSZbdpcAFA9vJ2SrMk6Q1u0eACgKzoHd7gAoAk65wyK61s8GOD6ySKzsfhDS4ASDq9wxtcAJC9/Bx+Jl+SpGbf4AKApBgc3ixV5/Vis+Qk3Gaez2njDp955hl07twZK1asQOvWra2xNWvWYN68eRg/fnyDc8+ePRsPPvgg4uPjkZycjKysLDzzzDPo378/Ona0HSaSm5sLi8VinWDqyjwTJ05Er169MGTIECxevBj79u3Du+++2+DaiIiIiIiIyHWcduh89+7dGDt2rM11uF5eXvjTn/6Eo0eP2pV7+vTp+M9//oPPP/8cgwcPxsyZMzFixAh8//33NY5STp48GYMGDao1z/jx4/HZZ59h6dKlGDp0KPbu3Yvvv/8effr0sas+IiIiIiIicg2nncn19/dHXl5ejXhqaipiY+2bPVOSJNx99924++67r/naa10nO3XqVEydOtWueoiIiIiIiKhpcFqTO3z4cCxbtsx6FjUjIwOvvvoqli5diocffthZqyUHyC6oxMH0YmQXVKJryyB0iAuAvxOuISUi9yDMZqjZZ2A5cxiSjz90rTtDibT/1ghaRRnUzJNQ049DbhEDpVUnKCERDqjYfQghoOWkwZJ6GFBVKG2ugxLTCpKd104KswnquTOwnDkEyS+oeptF2He7IwDQykurt1nGCcgRcVBadnDINtMqzkMrPACtJBVKSBdIIZ0he4XYnVfNOwfL2aMQpYXQteoMJa4tJEPTvIZUmKqgnkuFJfUwJP/g6m3WRG+pRe5Jq8iBVrAfWmk6lNCukIM7QfIKdnVZRE7htNmV8/Pz0a9fP5w9exZCCEiSBCEEOnXqhO3btyMgwP7bpjQlrpxd2ZEuFFfh7/89iuzCyxN43TcsEaN723ebDCJyX+ZT+1H133cuB7x94Xv3s3Y1TULTYNq6BqYtlycilCMT4DP5CcgB9jc37sJyLhWVi18HVEt1QFbgc9dT0CUk2ZXXfHwPqla8b30s+fjD5+5n7GqahGqBccsqmLetscbkmFbwmfgYZP/gBufVjEUwH5gLUXjwct6W46Fvdx8kpeEHWNX8HFQungdRXmKNeY9/CPrO/Rqc05nMR3ej6usPrI8l3wD43P0slBbN596z5DxaVT7M+16GKDlljSmt74SuzZ1OmeiMyNWcdk1uWFgYDh48iNdffx233XYbJk6ciHfeeQd79+71uAbXk6RdqLBpcAFg6S+ZuFBct1mricizaMZKmFKumBG/qgJq5kn78hblwbTtO9vY+QxoF7LsyutuLEd2XG5wAUBTYd6zEfYcf9aqKmDa9LVNTFSWQc060+CcAKAV5sG8fZ1tLPsstAvn7MqL8gybBhcAtPRVEBX25VWz02waXAAwbloBraLUrrzOoFWUwrjpK5uYqCiFmn3WRRWRpxFlaTYNLgCoZ5dDVOa4qCIi53LKcOVLf5x9fX3x1FNPobi4GLt370abNm1gMBicsUpyEIuq1YiZLBpqCRNRc6BqEKaaB7mEyWRfXk0FVLVm3t83fM2AqKqoGassAyAANPA2FKoFwlzLgUmLA7aZ5vhtJjRzbSsDRM111YtaS16TsdbfO5fTtOrarmSp7b0hagCtlv1UWGrdp4k8gcPP5H7xxRdo3bq1ddKpTZs2IT4+HiNGjEDbtm1x3333QdPYMTVVCeG+8DHYDlu5uXskwgN5cIKoOZJ9/WDof4ttUJKhxLezL29QC+i62A4blXz8IbdoXpdG6LtcXzPWe5hd9w2W/QJhuH7kFUEFSmzrBucEADk4HEqHXjYxyS/Q7m0m+cUDXuG2sbBekHzsG6arRLYEFNtj+fr+IyAHBNuV1xlk/yDoa9tm0S1dUxB5HMk/AdAH2cTkyMGQfKNcVBGRczn0mty1a9di9OjRaNGiBU6dOgU/Pz+0a9cO6enpuPXWWyGEwOrVq/Hvf/8b9913n6NW2yR4yjW5AHA6pwyrdp1DWl4FbrwuAoM6hCE8yNvVZRGRi2jlpbCc3g/zzh8h+QfBMPBPUOKT7J4cSSvMg/nIDlgObYcc2wqGvjdDiWpeX+qF2QRL2lGYtq0FNAsMA0ZB16oLJC/7PnO18hJYTu6DefdPkAJCYBjwJygJ7exqngFALcyD5dCvsBzZCTmuDQx9boISlWBXTgDQSs/CkrEaovAQ5MhBUGJvguxr36RLQgioWadg+nUdRFEe9L1uhK5DL8j+Qdde2AW0smJYTuyF+beNkILCYBgwCkp8O0hSA8/oE11BKzkDS/o3EMXHIUclQ4kZBtmX13yTZ3Jokzts2DCkpqZi3759CA4Oxs8//4ybbroJycnJ2LhxIwBgyJAhMJlM2LFjh6NW2yR4UpMLVA9bNlk0+Ho5bQJuInIzwlgFKAoknWNnW9eqKiDpDZCU5vt5I8wmAAKS3rEz/zp1mxm8HDphjdBUQK0CdL4ObeyExQKoZkhePg7L6UzCWAkoeki65rs/kPMIzQKoRkh6P1eXQuRUDh2ufPDgQYwZMwbBwcEAgC1btkCSJEycONH6mhtvvBEnTpxw5GrJCXSKzAaXiGxIXt4Ob5YAQPb2bdYNLoDqJt/BDS7g5G3m4BlZJVmBpPdz+JlLSadzmwYXACQvHza45DSSrGODS82CQ5vcqqoqxMRcvjZn//79AIDrr798zZFOp4OicKpyIiIiIiIicjyHNrlJSUnYvHkzAKCgoAA//vgjgoKC0KVLFwCAyWTCf//7XyQl2Xf/PyIiIiIiIqLaOLTJvfvuu7FhwwaMGjUKQ4cOhdFoxNSpU6EoCjZv3ozk5GQcPXoUDz30kCNXS0RERERERATAwffJfeSRR7B9+3YsX74cADBgwAC8+uqrAICFCxdix44deOCBB3DXXXc5crVEROREQjNDKz4JreAgJL0/5NCukP3tnwVZLS6AlnUS6rmzkEMjoMQnQYmMtzuvVpUHrfAIRFk65KB2kII6QvYKsTuvO9GMlVAzTkLLOAn4+EFp2R662DZ25xWmEmhFx6AVH4fkFw85pDNkn0j7663Mg1Z0aZslQQ7qBMnL/lmQ1aITEIWHIEyFkEOugxTcBbLB366cQghouemwpJ8AIKBr2QFyVMtmNwuyVpwPNfMktIs5UGJaQ45rC9nXvveW3JNWlg6t4BCEuQRyyHWQgztAkh0/F0BTphmLIIqPQis+Bck/EXJIJ8je4ddekJzGobMrX3Lu3DmUl5ejXbvLU9+vXbsWYWFh6Nev3zWWdk+eNrsyEdElat5umPe+COB/fy70QTD0fdOuRlfTLDBvWQ3T1u+sMTmyJbwnPAQlrOH3bRSmUpgP/xNa3uUZ/OWW46Fvdy8kpfnc79t0eAeM335sfSz5BcJ74mN2NbpCU2E5uwzq6cWX84Z0hr7bi3YdRBCmYpgOvgGRv8caU1pNhK7t3XZ9UVaLT8K87++A8aI1pusyG7rYmxucEwAs51JRufh1QLX8r1gdfKY9A12c/QcR3IVWXoLKrz+Eln7cGtMPHguvQWOa/SRyzY1WlgHT7r8BpuL/RSToe/4dSrhnft+vjVCNMJ/8D7SMVdaYHDEA+i5/haQPcGFlzZtDhytfEhsbi6SkJJujmqNGjfLYBpeIyFMJcwUspz+DtcEFAHMxtMIjduXVzmfBtGP9FbF0aOcz7MorytNtGlwA0NJXQVScsyuvO1FLCmHetsYmJspLoJ5LtSuvqMyBeuZL21jhEYiyNPvylqXbNLgAoKatgKjIti9vySmbBhcA1DNLoVWetyuv5eC2yw0uAKgWWA78YldOd6PlnbNpcAHAvO17aIV5LqqIXEUrOvK7BhcABCynPoMwl7uspsYmys9By1htE9Mu/ApRZt/fM7KPU5pcIiLyEMICmMtqxi12foFRLYDFXHN1ZpNdaYVW2/LaVeIeSrVU32v1SsYq+/JqZkDU3GZQnbDNhAah1bKu+uStpS5hKbM7r1ZWXEusyK6c7kZYatlmmmrb/FPzYKn5WSPMpRCi+fwuVH+G1RwY26z+7jRBbHKJiOiqJEMglJbjr4jKkIM72ZVXDo2C0q67bdDbF3JEnF15Jb94wMv2OigpuBNk35irLOF5lJBw6LsPtg1KMpTYVnbllXyiIIf3tw3qAyD5J9iX1y8eMNgOd5ZCukH2ibYrrxyQCEi2tyxUYkdC8rHvd6HGewtA32OoXTndjRwWA8nXdhim0vo6yMEtXFQRuYoc3BFXthO6lhMgG+y/pt5dyL6xkAI72Aa9I6o/28hlnHJNbnPEa3KJyFNpxiJo53+Bmv4NYAiGru1dkEO6QpLtu/bOkpMOy8GtsJzaD7lFDAz9b4EusaP99ZamwnJ2BUThYUgR/aFLGAO5mX3ZUPNzYTn+G8z7t0LyDYBhwEgobbpA1tl3XbJWcQ5q5jpouVsgBbWHrtVEyEHt7K5XKzkDS9pXEIVHIUUOgC5+NGQ/+w54aJoFIn8PLKnLAVMB5OhhUKKGQva373dBGKtgOXMQpq1rACFgGDQGurbXQfLysSuvu1Fz02H89Xto51Kh69AH+p7JUMLsn4SM3IvQVGiFB2E5/QVgKoSSMA5y1JDmN9lfWSYsGash8nZCCrkOula3QQ5o7eqymjU2uQ7CJpeIPJ0wlwKSHpLO22E5NU2DKCmA5OMH2YFNgtAs1UOq9f6Qrjib15yoJQWQ9AbIPo6b9VYIDTCXAoovJMVxM6gKzQxYKhy+zTRTKaBWQfZx7EynmrESEAKyt69D87oTYbFAmCoh+fhBkjg4sDkTlipAM0MyNN+JloSmApYyQOdn90Fgsh+3ABER1YkzZomUZRlwwhBHSdYBzWi43NUogaEOzylJslPeW0nWOyWvbAgA4ITf3WZ25rY2kk4HSdd8mxq6rPrgp+MOgLojSVb4d6cJ4WE3IiIiIiIi8hhscomIiIiIiMhjsMklIiIiIiIij8FrconIIwhjJdTsVKg5GZCDQqHEtYEcxNtZOIJQLVBz0qBmp0Iy+ECJawulhX23d3EmtfA0RNlpiMpcSH7xkPzaQAlOdHVZV6Wez4CadQYQGpTYtpCjEiBJkqvLalRa1UWIouMQFdmQAlpBDm4PSR9of97yLGhFxwFzMaSg9pAD2zt0siwiImqa2OQSkUcwH9oO4/rPrY/l2Dbwuf1RyAHBrivKQ6jpx1H55dvA/ybjl/wC4TPtaSgtmt69Z9WSLKipi6Fd3GmNKfFjIbzuhM4n2HWFXYWak4aKz98ATFXVAZ0ePnc9DV1cG9cW1oiEqQSWo+9Dy9tujSlt7oSu9VS7ZijVyrNh/u15iKpca0zf/WUokQPsqpeIiJo+DlcmIrenFuXBuPErm5h27gy0C5kuqshzCGMVjCnfWBtcABDlJVAzT7mwqj9QkWnT4AKAmrUGKEtzTT3XYD66+3KDCwAWM8x7U1xWjyuIsnSbBhcA1NRlEBXZ9uUtOWnT4AKA5eR/IEwlduUlIqKmj00uEbk/1QKYjDXCopYY1Y9QzRAVNZsCUVnmgmquTahVtQQ1QGuavwuitKBmrDi/+l60zYSobdsIFUI12ZfXUlkzZi6uvh8vERF5NDa5ROT25MAwKJ162wb1XpDDY11TkAeRfQOg73PTFVEJSnw7l9RzLZJPLGCwvTesFNC6Ot4E6Tr3rxHT976h+l60zYTkGwfobe8tKQV3huwbZVdeOaA1cMX7qMSPheTl+HsHExFR0yIJ8bsxaNRgycnJSElJcXUZRM2WWnAe5t82wnJkB+TwOBiSx0MX19bVZXkErbQI5iM7YN71IyQffxiSJ0DXqhMkXdOcwEe9uB9q+gpoJacgh3SDEj8OSlhnV5dVK2GshOXUARi3rAKECsPAMdC17wnZx8/VpTUqrfgULGeWQCs+Bjl8AHSJEyD7x9uVU2gqtMKDsJxcBGHMgxL/JyixN0P2DndQ1URE1FSxyXUQNrlEric0DaKiFJLBG5LBy9XleBytvARQdJC9fV1dyjVZKosgGQshfFpA5xXg6nKuSassA4SA7Nv0a3UWYTFCqOWQ9IF2TThVI6+5AkIzQvYKcVhOIiJq2ji7MhF5DEmWIfkHXfuF1CCyn/23dGksOp9goAnOpnw1so+/q0twOUnnBUnn+INTkt4XEpr+gRkiInKc5nPRDxEREREREXk8NrlERERERETkMdjkEhERERERkcfgNblERB5EzcuGmpMKaBqUqEQoUQmuLumqhLEKas5ZaBezIfkHQ4lpBTnQ/tu7aGXF0HLOQivOhxwaCTm6VbObrVhoKkTJKWilZyDpfCEFtofsF+PqsoiIPJIwl0IrPglRkQ3JOwJSUBInu3MxNrlERB5CPZ+Bis/nA1Xl1QGdAT7TnoIuto1rC6uFEALmQ7/CuP5za0xp1Rnetz5o1wRXWlUFjD8vh+XQr9aYfvA4eA0aDUlpPn/ytIL9MO95AYAGAJC8o6DvPReyX5xrCyMi8jBCM8OS9jXU1KXWmBxzM/QdHoKkb14HWJsSDlcmIvIQlhP7Lje4AGAxwbz7Zwihua6oq9CKLsL483KbmHr2CLQLWXblFRezbRpcADBv/Q5awXm78roTYS6H5dSnuNTgAoCoyoVWdNx1RREReShRfg7q2WU2MS37B4jyTBdVRACbXCIij6EV59eMFeYBWtNrcmExAWZjjbAwVtmVVphqWV5oELWsy1MJzQRhrPm7AHNp4xdDROThhFoF1HIwWagVLqiGLmGTS0TkIfQde9WM9UpuksN05aAwKK2vsw3qvSC3iLIvb2gkJN8A21hEPOTgcLvyuhPZKwRK/OgrohLkoCSX1ENE5Mkk32hI/om2QUMwJN9Yl9RD1djkEhF5CCU+Cd5j74cUFAbJPwheI+6Erk1XV5dVK8ngDe8RU6HrPhjw8oEc1xY+U2dDaWHf5EhycDh8pvwVSqvOgMEbSqe+8B7/Z8hXNL6eTom9GUqbuwB9ICS/eOh7zIHEJpeIyOFkQxD0XZ+FHDkEUHwhhfWCoderkH0iXV1asyYJIYSri/AEycnJSElJcXUZRETQyksAISD7B7m6lGsSqgWivASSlw8kLx/H5TUZIarKIfkGQNLpHZbXnQghIEwFkCQDJEPzavKJiBqbUI0Q5lJIej9IiuP+nlHDNL0xbEREZBd7ZidubJKig+SA2wbVyGvwgmTwcnhedyJJEiSvMFeXQUTULEiKFySlef/daUo4XJmIiIiIiIg8BptcIiIiIiIi8hhu2+QePHgQN998M4KDgxEXF4fHH38cZWVl9cqxevXq6uFcV/w8+uijTqqaiIiIiIiInMktr8lNT0/HgAEDMGXKFLz55ptIT0/H/fffj9LSUnzyySd1zpOVlYVWrVph48aNNvGAAE7QQe5Fq8qDKDkNYSqB7J8AKaAtJKVpTrYjhIB2PgPqhSxIOgPk6JZQQiJcXZbHUC/mQDufAaGpUCIToETE2Z1TCA3a+czfbbNEKCH235JHWKogSk5Dq8iCZAiGFJQE2cvx1+dS06eV5kIrPglhLIDkGw05uD1kn2BXl+URhKUCWslpiIpsSF6hkALbQfYKcXVZRERO5ZZN7rvvvovIyEh89NFHUBQF3bp1w+OPP4758+dj4cKFkOW6naDOyspCQkICEhMTnVswkRNpVRdhPvg6ROGR/0Uk6Ls9DyVqsEvruho18xQql7wJqBYAgBQUBp8ps6G0iHZxZe5PvZCFyi/mQ1SUVgf0XvCZ9hR0Ma3ty5txEpVL/gloKgBACo6Az9S/Qgm17/YIas4mWI4usD6Ww/tD32UWJEOwXXnJvagV+bCc+g9E3hZrTEm8G2g7EXITPVjnLoTQoJ7bAMvxj6wxOfpG6Dv+BZKeB/SJyHO55XDlxMREPP7441AUxRrTNA2+vr6QJKnOebKyshAbyxs1k3sTJWd+1+ACgID5+AfQqgpcVtPVCLMJpl9WWxtcABDF+VAzTriwKs9hObnvcoMLAGYjzL9thBBag3MKsxHGzd9YG1wAEEUXoGaetKdUaBW5sJz4t20sbwe00jS78pIbKk61aXABQM34EqLorIsK8hyiIhuWk7Yj3LScjRBl6S6qiIiocbjlmdyZM2faPBZC4Pvvv8fgwYPr3eQaDAYMHz4c+/bts17bO2PGjD/Ms2jRIixatMgmlpubW6//A5GjCEt5zaCxCNCMjV7LtQiLGVrRxZrxkqbXkLsjrfBCzVh+DqBpgNKwY5rCZIIozq8ZLytuUD4rtQpQK2rGa/t9Jo9W62eYZoaw1PL7QfUi1CpAM9WMcz8jIg/nlmdyr7Rw4ULs2bMHL730Ur2Wy8rKws6dOzFx4kSsW7cOkyZNwv3334+FCxf+4XLTp09HSkqKzU9UVJQ9/wWiBpP9EgBJsY1FJzfJ+2PKPn7Q9xxaI6607OCCajyPrn2vGjF9j2RISsOPZ8p+AdD3qGWbxbZpcE4AkLwjIIV2v2JlBki+9l9DTO5F8osDdL62Qb9EyP4xrinIg8jekZAC29kGFV/uZ0Tk8SQhhHB1EfbYtm0bRowYgWeffRbPP/98vZY9duwYgoODER19+VrABx54AL/88guOHz9er1zJyclISUmp1zJEjiCECi1/PyzHPoSoyoUcPQy6VhMh+zXNofhaSQFMe1Ng3vUjJC8feA27A7qknpAMvIG6vbTKcliO7YZp8zcQqgWGAX+CvusgyP6B9uUtKYDpt40w7/4Jko8fvIZPgq5dd0h6g315yzJgOf0FtAu/QvJPgK7Dw1BCr7MrJ7kny4V9sJz+BChLhRTSHbrW06CE8eCXI2hlabCcWgQtbzekgDbQdXgISkgnV5dFRORUbt3k7tixAzfffDOmT5+Od955p15DlcvKyrB//3707NkTvr6XjyC/9957mD17Nqqqquo8gRXAJpdcT5hKINQqSF4hkOSmPVmLEBpEaRGgKJD9glxdjsfRSosAISAHOm4G1cvbTAfZz76m2SavaoIwFULS+UHS+zssL7kftaIAMJVC8gmD7MXfBUe6vJ/5Q9L7ubocIiKnc9vhyqtWrcKwYcNw//33Y8GCBfVqcAFAVVUMGTIE3377rU18z549aN++fb0aXKKmQDIEQvaJaPINLgBIkgw5MJQNrpPIAcEObXCB328zxzW4ACApBsg+kWxwCYpvKJTglmxwneDyfsYGl4iaB7eceGrBggX461//itmzZ+ORRx5BRkaG9bmoqCh4e3tbH+fm5sJisSAuzvb6k6CgIDz88MOYNWsWhBBo37491q1bh8WLF2PJkiWN9n8hIiIiIiIix3HL4cqJiYlIT699+vtNmzYhOTnZ+jg5ORlpaWlIS0ur8VqTyYR58+ZhyZIlyMrKQocOHfDMM8/gjjvuqHdNHK5MRERERETkem7Z5DZFbHKJiIiIiIhczy2HKxORLa20EFpuBrSqcihhUZAjE+y6bQy5L0tOGrTzmYCmQo6Ihy7Ovlv9EBEREbkbfgsmcnNaaRGqVi+Eevbo/yISvO+YCX37Hi6tixqfJes0qla8D1FWXB3w8oHPxMeg432IiYiIqBnhFMJEbk47n/67BhcABIzrP4d2qdGhZkM9deBygwsAxkqY922GpllcVxQRERFRI2OTS+TmtMqKGjFRWgRhNrqgGnIlrfBCzVjBBcCiuqAaIiIiItdgk0vk5pQW0cAV94lWOvWGHBDsmoLIZZS23WrEdJ36QDZ4uaAaIiIiItdgk0vk5uTIeHhPfAxSUBggSVA69YX30AmQdAZXl0aNTGnZAYbkCYCXD6AzQN9/BHS1NL5EREREnowTTxG5OUlWoG/XHUpMawiTEXJAMCSd3tVlkQsoQaFQBo2Brn0vQAhILSIhy/yYJyIiouaF336IPITsFwj4uboKagqU8BhXl0BERETkMhyuTERERERERB6DTS4RERERERF5DDa5RERERERE5DF4TS41mgvFVUi7UAGLqiEh3BdxYb6uLomuQSu6CO18JoSmQo6IhRIW7eqS6BrUwjxoFzIBTYMcEQclLMrVJRFdk1ZZDu18BkRZMeSQcMgR8ZD0nCGeiIgahk0uNYrsgkrMXXEM2YVVAAAfg4JXJndG22h/F1dGV6Pm56DyywUQRReqA14+8L3rKSjRiS6ti65OvZiDyi/fgijOrw54+8H3riehRLV0bWFEf0AYK2H6ZRXMu360xrxG3QN9jyGQJA44IyKi+uNfD2oUB9OLrQ0uAFSaVKzadQ4WVXNhVfRHLGcOX25wAcBYCdNvP0Fo3GZNleXU/ssNLgBUlcO8bzOEEK4riugatLxsmwYXAIw/fAmt4MJVliAiIvpjbHKpUWQXVNaIpV+sgMnChqmpEhdzasS03ExANbugGqoL7cK5GjE1Jx3QVBdUQ1Q3WlV5zaDFBGGs+XeDiIioLtjkUqPo2jKoRuyGLhHw9eKI+aZKaXNdjZiu2yBIei8XVEN1oUvqXiOm7zoQksL9jJouOTgcuOL6WykkEnJQmIsqIiIid8cmlxpFh7gA3HtjIrwNMhRZwsieURjckV9gmjIlvh0MwyYCei9AVqDvexP0HXq5uiz6A0rL9jDccFt1w6DooO9/C3Tte7i6LKI/pLSIhs+kJyCFRAAA5NjW8LntYch+gS6ujIiI3JUkeLGWQyQnJyMlJcXVZTR5F4qroGpAeKABOoXHWJo6IQREcT6E0CAHhUGSFVeXRNcghIBWfBEQgtuM3IpWXgJRVQHJLxCyN2ffJyKihuMYNmpUEUHeri6B6kGSJEjBLVxdBtWDJElQgsNdXQZRvcl+gQDP3hIRkQPwVBoRERERERF5DDa5RERERERE5DHY5BIREREREZHH4DW5RERELqQWp0OUpAJCQApoBSWklatLuiqhWqBdyIJWeAGSfxDkiDjI3n6uLouIiMgGm1wiIiIXUQtOwnzwH4DxAgBAGEJhuO5FKC06ubiy2lmO70HVNx8DqL4xg77PcHgNnQDJ28e1hREREf0OhysTERG5iHZhu7XBBQDJVAAtZ6MLK7o6rSgPVesW41KDCwDm3T9BzctyXVFERES1YJNLRETkIlp5as1YRSo01eKCav6YqKoEqipqxitKXVANERHR1bHJJSIichE5rF8tsQGQlaZ3NZEUGAI5PNY2KCuQQyJcUxAREdFVsMklIiJyESW0O5S48YCkByQFcvRIyOE1G9+mQPYNgPe4ByBHtQQASP7B8L5jJuQWMS6ujIiIyJYkhBDXfhldS3JyMlJSUlxdBhERuRnNYoYoSQcgIAXEQ9Z7u7qkP6RVlkOUFUHy9oUcEOLqcoiIiGpoeuOhiIiImhFZpwdC27q6jDqTffwAH942iIiImi4OVyYiIiIiIiKPwSaXiIiIiIiIPAabXCIiIiIiIvIYbHKJiIiIiIjIY7DJJSIiIiIiIo/BJpeIiIiIiIg8BptcIiIiIiIi8hhscomIiIiIiMhjsMklIiIiIiIij8Eml4iIiIiIiDwGm1wiIiIiIiLyGGxyiYiIiIiIyGOwySUiIiIiIiKP4bZN7sGDB3HzzTcjODgYcXFxePzxx1FWVlbvPIsXL0a/fv0QFBSEoUOHYsOGDU6oloiIiIiIiBqDWza56enpGDBgAFq2bInNmzfjgw8+wJdffonHHnusXnmWLVuGGTNmYOLEidi8eTMGDx6MMWPGYNu2bU6qnMi9aGXFsKQdg/nMYWjFBa4uh4iIiIjomiQhhHB1EfU1e/ZsfPvttzh58iQURQEAzJ07F/Pnz0dhYSFkuW69e58+fdC5c2csWrTIGhsyZAhiYmKwbNmyetWUnJyMlJSUei1D1JSphXmo+vZjaOfOAACkwFD4TJ4FJSLOxZUREREREV2dW57JTUxMxOOPP25tcAFA0zT4+vpCkqQ65cjPz8dvv/2G0aNH28RvueUWrFu3zqH1Erkj9ewRa4MLAKKkAOa9KRBCc2FVRERERER/TOfqAhpi5syZNo+FEPj+++8xePDgOje5ubm5AIC4uOqzUqmpqXjrrbfwySefoKqqChUVFfD19a112UWLFtmc/f19PiJPoeWk1YipGScBsxkweDV+QUREREREdeCWZ3KvtHDhQuzZswcvvfRSnZcpKioCAJw5cwZTpkxB165doWka5s+fb/N8baZPn46UlBSbn6ioKHv+C0RNjtKqU42YrmNvSGxwiYiIiKgJc/smd9u2bZg1axbmzJmDLl261Hm50NBQAMDDDz+MhIQEnD59Gh9++CFCQkJsnidqrpSE9tD3Hg78b3SEktQDui79XVwVEREREdEfc8vhypfs2LEDI0eOxL333ovnnnuuXsteOvP64Ycf4s4777TGMzIyEBoaCm9vb4fWSuRuZP8geA2fBH2vZEDTIIeEQzJwvyAiIiKips1tz+SuWrUKw4YNw/33348FCxbU+VrcS0JCQjBw4ED88MMP1pgQAt99912NyaiImitJp4MSHgslMp4NLhERERG5Bbc8k7tgwQL89a9/xezZs/HII48gIyPD+lxUVJTNWdjc3FxYLBbrBFO/N3v2bEycOBG9evXCkCFDsHjxYuzbtw/vvvtuo/w/iIiIiIiIyLHc8j65iYmJSE9Pr/W5TZs2ITk52fo4OTkZaWlpSEtLq/X1S5cuxbvvvotjx46hR48eePHFFzFs2LB618T75BIREREREbmeWza5TRGbXCIiIiIiItdz22tyiYiIiIiIiK7EJpeIiIiIiIg8BptcIiIiIiIi8hi8JtdBEhIS0Lp1a1eX4RZyc3Ot9ykm98Bt5n64zdwPt5n74TZzP9xm7ofbzP3UdZtFRUVh2bJlTqmBTS41Ok7S5X64zdwPt5n74TZzP9xm7ofbzP1wm7mfprDNOFyZiIiIiIiIPAabXCIiIiIiIvIYbHKJiIiIiIjIY7DJpUY3ffp0V5dA9cRt5n64zdwPt5n74TZzP9xm7ofbzP00hW3GiaeIiIiIiIjIY/BMLhEREREREXkMNrlERERERETkMdjkEhERERERkcdgk0tEREREREQeg00uOVR5eTmSkpKQmJhY72VXr14NSZJq/Dz66KOOL7QZKykpqfV97tKlS71zLV68GP369UNQUBCGDh2KDRs2OKFictQ24z7WuIqKijBp0iQEBwcjJiYGjz76KMrKyhqUi/ta43DUNuO+1jiSk5NrfZ8lSar37K7cxxqHo7YZ97HGtXLlSvTp0wf+/v5ITEzE448/jqKiogblaqx9TeeUrNRsPf300zh16hRatmxZ72WzsrLQqlUrbNy40SYeEBDgqPII1e8zAOzcuRMRERHWuF6vr1eeZcuWYcaMGZg/fz6GDRuGFStWYMyYMdi0aRMGDhzo0JqbO0dtM+5jjcdoNGLs2LHQ6/VYvXo1srKy8MQTT6CiogKffPJJvXJxX2scjtxm3Ncax7Jly1BVVWUTW7JkCV555RVMmTKlXnm4jzUOR20z7mON57vvvsPtt9+Of/zjH/j000+RkZGBmTNn4syZM1izZk29cjXqviaIHOSHH34QQUFBYsqUKaJly5b1Xv7ZZ58VQ4cOdXhdZGvDhg1ClmVhNpvtytO7d29xzz332MQGDx4sJk2aZFdeqslR24z7WOP58ssvRXBwsCgpKbHGFi5cKG644QZhMpnqlYv7WuNw5DbjvuYaa9euFb6+vmL16tX1Wo77mOs0dJtxH2s8d9xxhxg8eLBNbMmSJQKAyM/Pr1euxtzXOFyZHKKwsBAzZszAggULkJCQ0KAcWVlZiI2NdXBldKWsrCxERUVBp2v4QI78/Hz89ttvGD16tE38lltuwbp16+wtka7giG12KQ/3scaxdOlSjB8/3uaswn333YeNGzfW6ww897XG46htBnBfc4W8vDxMmTIFzz33HMaMGVPn5biPuU5DtxnAfawxBQQEQAhhE9M0DTqdDt7e3nXO09j7GptccoiZM2eiR48euOeeexqcIysrC/n5+Rg+fDjCwsLQrVs3fPLJJzV2LLJPVlYWvL29cc899yA6Ohpt2rTBM888g4qKijrnyM3NBQDExcUBAFJTU/HII4/gH//4B0pKSuqVi67NEdvsUh7uY43j8OHDaNmyJZ544gm0b98erVq1wuzZs+u9zbivNR5HbTOA+5orvPzyy4iIiMDf/va3ei3Hfcx1GrrNAO5jjWnSpEnYunUrFi5cCKPRiKNHj+LVV1/FuHHj4OvrW+c8jb2vscklu61cuRLr1q3Dv//9b0iS1OA8WVlZ2LlzJyZOnIh169Zh0qRJuP/++7Fw4UIHVktZWVlITU1FfHw8vv76a8yZMweffPIJHnjggTrnuDTZwJkzZzBlyhR07doVmqZh/vz5Ns+TYzhim13Kw32sceTm5mLBggUQQuCzzz7DnDlzsGjRItx33331ysN9rfE4apsB3Nca29mzZ/Hxxx/j9ddfh5eXV72W5T7mGvZsM4D7WGMaPnw4Jk6ciAceeADe3t7o3LkzcnJy8Oabb9YrT6Pvaw4fAE3NSk5OjggLCxNffvmlNfb000836Jrco0ePiuzsbJvY/fffL9q3b29vmfQ76enp4tSpUzaxL774QgAQOTk5dcpx9OhRAUAEBASIp556yrrc559/LgCIyspKh9fdnDlimwnBfawxBQYGiuTkZKFpmjX2ySefCAA1tsEf4b7WeBy1zYTgvtbY5s+fLwIDAxu0P3Afcw17tpkQ3Mca00svvSQMBoN48803xe7du8V3330nunfvLlq3bi3Ky8vrnKex9zWeySW7rF+/Hvn5+bjnnnvg7e0Nb29vvPnmm0hPT4e3t3edzzSVlZUhPz8fQUFBNvGuXbsiNTUVmqY5o/xm6dy5c/Dz87OJde3aFUD10bW6iIqKAgB8+OGHeOONN6yPMzIyEBoaWq9rNOjaHLHNuI81rtjYWPTu3dtmdEufPn0A1H2bAdzXGpOjthn3tca3cuVK3HrrrQ3aH7iPuYY924z7WONavHgxZs6cib/97W/o3bs3Ro8ejeXLlyM1NRXbtm2rc57G3tfY5JJdxo8fj2PHjuHAgQPYv38/9u/fj3vvvRcxMTHYv38/XnnllTrlUVUVQ4YMwbfffmsT37NnD9q3bw9Z5q+qo8ycORMvv/yyTWzPnj0AgA4dOtQpR0hICAYOHIgffvjBGhNC4LvvvqsxoQDZzxHbjPtY4xoyZAiOHDliEzt48CAAICkpqc55uK81HkdtM+5rjctkMmHXrl0YNGhQg5bnPtb47N1m3Mcal9lsrtGA+vj4AKjelnXV6PuaQ88LE4k/Hq6ck5MjMjMza33uL3/5i4iIiBBffPGF2L17t3jllVeEJEli6dKlTqy2+fnvf/8rZFkWr7/+uti9e7dYtGiRCAsLEw8++GCN1/7R9vr666+FTqcT77zzjti3b5+YNWuW8PLyErt27XL2f6HZcdQ24z7WeI4dOyZ8fHzESy+9JA4cOCC++uorERUVJR566KFaX899zfUcuc24rzWes2fPCgBi7dq1f/g67mNNhyO2GfexxjNnzhzh5+cn/v3vf4sjR46ITZs2iUGDBol27dqJ0tLSGq9vKvsam1xyuD9qcocOHXrV54xGo/j73/8ukpKShK+vr+jZs6dYvny58wptxpYvXy569uwpfH19RZs2bcSrr74qqqqqarzuj7aXENX3SevXr58IDAwUQ4cOFT/99JMTq27eHLHNuI81rp07d4ohQ4aIwMBAkZSUJP7xj39c9X6r3NeaBkdtM+5rjWfr1q0CgDhw4MAfvo77WNPhiG3GfazxqKoq3n//fXHdddcJHx8fERsbK2bMmCEyMjJqfX1T2dckITjXNhEREREREXkGDlonIiIiIiIij8Eml4iIiIiIiDwGm1wiIiIiIiLyGGxyiYiIiIiIyGOwySUiIiIiIiKPwSaXiIiIiIiIPAabXCIiIiIiIvIYbHKJiIiIiIjIY7DJJSIiIiIiIo/BJpeIiIiIiIg8BptcIiIiIiIi8hhscomIiIiIiMhjsMklIiKqJ7PZjHfeeQc9e/aEv78/WrRogRtvvBHff/+9S+pJTEyEt7d3rc/NmTMHkiRh2bJljVxV7aZPnw5JkrBjxw5Xl0JERB6KTS4REVE9TZs2DU888QTCw8Px3HPPYfLkyThz5gxGjx6Nzz//3NXlNRnz5s2DJElYtGiRq0shIqJmROfqAoiIiNxJVlYW/vvf/2LEiBFYv369Nf7KK68gKSkJL7zwAqZOnQpFUVxYJRERUfPFM7lERET1UF5eDgDIzMxEfn6+NR4aGopTp05h586d1tjFixdx//33o2XLlggLC8Mtt9yC/fv3W5+/NJR4wYIFGDNmDIKDg9GpUycsXLgQQgjr63bv3o2bb74ZwcHBCAsLw9ixY3Hs2LEG/x82b96M5ORkBAUFISkpCU888YT1/wVcHv68du1a9OrVC/7+/hg4cCAOHz5sfU1ZWRkeeeQRxMbGIj4+Hn/729/w8MMPQ5IkpKSkYPr06Xj22WcBADNmzIAkSTY1pKWl4aabbkJQUBDat2+PlStXNvj/Q0RE9HtscomIiOqhXbt2GDBgAI4ePYq4uDiMHTsWL730En766Sf4+/sjKioKiqKgvLwc/fv3xzfffIM//elPmDlzJi5cuIB+/fphz549NjmffPJJBAYG4plnnoEQAg888AA+++wzANXN4LBhw3Dy5EnMnDkTEydOxE8//YTRo0ejoqKi3vWvX78eycnJKCsrw6xZs3DjjTfi888/xw033ABVVa2vMxqNmDlzJsaPH49bb70Vv/76K6ZNmwYAEELgtttuwwcffICePXti5syZ2L59Oz799FPr8vfccw/GjRsHALj77rvx4Ycf2tTx8MMPo0ePHnjkkUeQlpaGO++8E7m5ufX+/xAREdUgiIiIqF7y8/PFww8/LIKCggQA60/Lli3Fzz//LIQQ4o033hAAxNKlS0VmZqbIzMwUqampIjo6WgwbNkwIIcTLL78sAIh77rnHmjsnJ0d4eXmJNm3aCCGEWLdunRg3bpzYvn279TVPPfWUACC2bt0qhBCiZcuWwsvLq9ZaL63jyy+/FEII0bFjRxEbGytSU1OtdX3++ecCgPj888+t+QCIX3/9VQghhKZpIjY2VgAQxcXFYuvWrQKAGDFihNA0TQghhMlkEklJSQKA2LRpkxBCiNdff10AEJ9++qm1nnvuuUcAEK+99po1NnXqVAFArF69ukHbg4iI6Pd4TS4REVE9hYaG4oMPPsA777yDw4cPY/v27Vi+fDk2b96MsWPHIjMzE7t27QIATJ06tcbyxcXF0DTN+njUqFHWf0dFRaFbt27YtWsXSktLccstt6BPnz5Yv349PvnkE5w5c8Y6bPjMmTMYOHBgnesuKSn5/+3dP2gTfRzH8fdhbVErFIpIQRyiWAqiBvEvCoVW6RAUFan/oA4BCRU6FMFBoeLSodQ6lBIJiEMsmsUKFnXIoDUiRsS14tBBECwBdQoG6lB6WOsDiQ/PUzjfr+mX3PG772UJH+77+13Y5hyLxZYcf/HiBefOnQMgCAJ27doVjrds2cLHjx8plUq8ffsWgCNHjoRtyCtXruTw4cNMT09XVcvevXvDcWtrK8Ci9m9Jkv6UIVeSpBo8evSI8fFxkskk7e3txONx4vE4qVSK48eP8+DBA16/fk1d3fxf7OjoKBs3blwyT6VSqep6T5484cyZMzQ1NdHV1cWxY8fYtm0bIyMji4JyNVasWEEQBGzevJnh4eElx9evXx+O6+vrw3tY+Lzg1/W1f2LVqlW/nVuSpH/LNbmSJNWgubmZbDbL5cuXKZfLvz1n06ZN7N+/H5jffCqRSJBIJOjs7KRYLPLhw4dFwW5ycjIcf/r0iXfv3hGLxVi7di3Xr1+nVCpRKBQYHR3l4sWLYcisNigvWLNmDTt27GBmZobW1tawrpaWFqampv7xfn4Vj8cBePjwYbhB1vfv33n69Olvz/95ra8kSf81n+RKklSDPXv2kEwmyWQy7Ny5k+7ubiqVCvl8nqmpKXp6eojFYly4cIF0Os3AwADv378nFosxOTlJsVhc8t7Yu3fvUqlU2Lp1K3fu3KFcLnPlyhVgvn0Z5jdvOnToENPT00xMTABQKpVqrn94eJjOzk4OHDhAMpnk27dvZLNZGhoa6Ovrq2qOffv20dXVxePHjzl69CgHDx5kYmKCmZmZReetXr0agGw2S2NjI93d3TXXK0lSrXySK0lSDYIgYGxsjNu3b9PY2MiNGzcYGRmhXC6TTqfJZDIEQUBDQwOFQoFUKsWrV68YGhoCIJfL0dPTs2jOoaEhvn79yuDgIHNzc9y6dYvz588DMDY2xunTp3nz5g2Dg4N8/vw5fPI7Oztbc/3t7e0UCgW2b99OOp3m3r17dHR08Pz5c1paWqr+DXK5HKlUimKxyM2bN9m9e3d4XwutyIlEgra2Np49e8bZs2drrlWSpD8RzM399CI+SZL0vxkYGODatWuMj49z6tSp5S6napVKhUwmw7p16zhx4kT4fUdHB/l8ntnZWZqbm5exQknS38x2ZUmSVJO6ujpyuRz5fJ7e3l7a2tp4+fIl+XyekydPGnAlScvKkCtJkmp2//59Ll26RC6X48uXL2zYsIH+/n6uXr263KVJkv5ytitLkiRJkiLDjackSZIkSZFhyJUkSZIkRYYhV5IkSZIUGYZcSZIkSVJkGHIlSZIkSZFhyJUkSZIkRYYhV5IkSZIUGYZcSZIkSVJkGHIlSZIkSZFhyJUkSZIkRYYhV5IkSZIUGYZcSZIkSVJkGHIlSZIkSZFhyJUkSZIkRYYhV5IkSZIUGYZcSZIkSVJkGHIlSZIkSZFhyJUkSZIkRcYPsCEW2h3c/pcAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -378,7 +426,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -388,7 +436,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -398,7 +446,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -408,7 +456,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -418,35 +466,12 @@ } ], "source": [ - "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"full_wide\"), layout=\"constrained\")\n", - "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", - "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_full_wide.pdf\") # type: ignore\n", - "plt.show()\n", - "\n", - "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"full_square\"), layout=\"constrained\")\n", - "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", - "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_full_square.pdf\") # type: ignore\n", - "plt.show()\n", - "\n", - "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_wide\"), layout=\"constrained\")\n", - "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", - "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_float_wide.pdf\") # type: ignore\n", - "plt.show()\n", - "\n", - "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"float_square\"), layout=\"constrained\")\n", - "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", - "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_float_square.pdf\") # type: ignore\n", - "plt.show()\n", - "\n", - "fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(\"half_square\"), layout=\"constrained\")\n", - "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", - "apc.mpl.style_axis(monospaced_axes=\"both\")\n", - "apc.mpl.save_figure(fname=\"examples/scatter_half_square.pdf\") # type: ignore\n", - "plt.show()" + "for plot_size in (\"full_wide\", \"full_square\", \"float_wide\", \"float_square\", \"half_square\"):\n", + " fig, ax = plt.subplots(figsize=apc.mpl.get_figure_dimensions(plot_size), layout=\"constrained\")\n", + " sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data, ax=ax)\n", + " apc.mpl.style_axis(monospaced_axes=\"both\")\n", + " plt.title(f'\"{plot_size}\" figure size')\n", + " plt.show()" ] }, { @@ -460,12 +485,19 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, + "execution_count": 7, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:22:00.210640Z", + "iopub.status.busy": "2024-07-01T17:22:00.210515Z", + "iopub.status.idle": "2024-07-01T17:22:00.271229Z", + "shell.execute_reply": "2024-07-01T17:22:00.270953Z" + } + }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -475,13 +507,64 @@ } ], "source": [ - "import matplotlib as mpl\n", - "\n", "with mpl.rc_context({\"figure.facecolor\": apc.parchment}):\n", " sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data)\n", " apc.mpl.style_axis(monospaced_axes=\"both\")\n", " plt.show()" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Saving figures\n", + "\n", + "The `arcadia_pycolor` package provides a convenience function `apc.mpl.save_figure` to save figures with the correct resolutions (DPI) for web and print publication." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2024-07-01T17:22:00.272737Z", + "iopub.status.busy": "2024-07-01T17:22:00.272630Z", + "iopub.status.idle": "2024-07-01T17:22:00.682078Z", + "shell.execute_reply": "2024-07-01T17:22:00.681766Z" + } + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "output_dirpath = pathlib.Path(\"output\")\n", + "output_dirpath.mkdir(exist_ok=True)\n", + "\n", + "sns.scatterplot(x=x_data, y=y_data, hue=\"species\", data=iris_data)\n", + "apc.mpl.style_axis(monospaced_axes=\"both\")\n", + "\n", + "# Save a figure with the resolution for websites.\n", + "apc.mpl.save_figure(fname=str(output_dirpath / \"example-figure-web.pdf\"), context=\"web\")\n", + "\n", + "# Save a figure with the resolution for print.\n", + "apc.mpl.save_figure(fname=str(output_dirpath / \"xample-figure-print.pdf\"), context=\"print\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -500,7 +583,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.1" + "version": "3.9.19" } }, "nbformat": 4,