From e0b9e2363ca8191ec04ddd8dfa0486667b3fbdb8 Mon Sep 17 00:00:00 2001 From: Michael Zingale Date: Mon, 9 Sep 2024 08:37:30 -0400 Subject: [PATCH] simplify the init_data in the Jupyter docs example (#264) --- docs/source/adding_a_problem_jupyter.ipynb | 36 ++++++++++------------ 1 file changed, 16 insertions(+), 20 deletions(-) diff --git a/docs/source/adding_a_problem_jupyter.ipynb b/docs/source/adding_a_problem_jupyter.ipynb index b7bcb44d1..20dc0412a 100644 --- a/docs/source/adding_a_problem_jupyter.ipynb +++ b/docs/source/adding_a_problem_jupyter.ipynb @@ -86,7 +86,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -95,9 +95,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -167,13 +167,8 @@ " dens = my_data.get_var(\"density\")\n", " g = my_data.grid\n", " \n", - " xmin = my_data.grid.xmin\n", - " xmax = my_data.grid.xmax\n", - " L_x = xmax - xmin\n", - " \n", - " ymin = my_data.grid.ymin\n", - " ymax = my_data.grid.ymax\n", - " L_y = ymax - ymin\n", + " L_x = g.xmax - g.xmin\n", + " L_y = g.ymax - g.ymin\n", "\n", " m = rp.get_param(\"waves.m\")\n", " n = rp.get_param(\"waves.n\")\n", @@ -229,9 +224,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -240,7 +235,7 @@ { "data": { "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -293,8 +288,9 @@ "driver.tmax = 1.0\n", "driver.verbose = 0\n", "io.basename = pyro_\n", - "io.do_io = 1\n", + "io.do_io = 0\n", "io.dt_out = 0.1\n", + "io.force_final_output = 0\n", "io.n_out = 10000\n", "mesh.grid_type = Cartesian2d\n", "mesh.nx = 25\n", @@ -339,9 +335,9 @@ "outputs": [ { "data": { - "image/png": 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", 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VX99V7f1Ree9V7yul+1bl8xDE503ls/yVuadS2SrjSE7Z1L7feljOSsdGafLLNdTUXXiJCW8QXUmBZXzbYpOYmOi3f968eZg/f77fvvLycng8HsTFxfntj4uLQ1lZ2QVfq7S0FP/4xz/wyiuv+O0fOHAgVq1ahaFDh6KqqgpLlizBqFGjsGfPHvTv31/H2bWMiQ0REZGBeIQGj87VuRuPLykpQUxMjG+/3d58sq5p/q8phAjY15RVq1aha9eu+MlPfuK3f+TIkRg5cqTv51GjRuHKK6/E008/jaVLlyqdjwomNkRERCEqJibGL7FpSmxsLMxmc0DrzMmTJwNacb5PCIEXXngBWVlZsNlablo0mUy46qqrcPDgQYUzUMcxNkRERAai94moxk2WzWZDSkoKCgoK/PYXFBQgPT29xWM3b96M//3f/8WUKVMu+DpCCOzevRsJCQnSdQsGW2yIiIgMxCtM8Op8Ksqr+FRUdnY2srKykJqairS0NKxYsQLFxcWYPn06ACAnJwfHjx/H6tWr/Y5buXIlRowYgSFDhgSUuWDBAowcORL9+/dHVVUVli5dit27d2PZsmW6zu1CmNgQERGFucmTJ+PUqVNYuHAhSktLMWTIEOTn5/ueciotLQ2Y06ayshLr1q3DkiVLmiyzoqIC9957L8rKyuB0OjFs2DBs2bIFw4cPb9NzYWJDRERkIKpdSU2Xob5W1IwZMzBjxowmf7dq1aqAfU6nE+fOnWu2vKeeegpPPfWUcj30YmJDRERkIN7vPNWkp4xwxcHDREREFDLYYkNERGQgrTNBX/i2WzCxISIiMpDWWSuKiQ0REREZgBea0nIRzZURrpjYdEJLj18Pa5Tc4jFur3zWXu9Rux1qFdYuqqlXW+ymrlY+3l2rVm/NLf+B9yp+QhpanuAzsHyrfF1cMWqVMcfJrScGAGaXQ6lsk1v+iQutjUcxqvxh6rWofdmrrNHkcaiV7Y5QKFshFor3rcrnAQDqquTXzwKAYw3dpGPLz0Yplf2lXX7V6Ahrg1LZdrP8GmcWk/xN3lDjAvCVUl1IDRMbIiIiA2FXlD5MbIiIiAykdeaxCd/EJnzPnIiIiEIOW2yIiIgMxCs0ePVO0Kfz+M6MiQ0REZGBeFuhKyqc57EJ3zMnIiKikMMWGyIiIgPxChO8Op9q0nt8Z8bEhoiIyEA80ODROcGe3uM7s/BN6YiIiCjksMWGiIjIQNgVpQ8Tm07ofz+9GCaH2hT4UlRbLtuwpVOY5KfsNyvWQ+UpSK9Nvh4A4LKrxQv52eYBhWuizEDvfZsSitewDS85vPIXUVOth0K85lJ7M031av9siDPy8XVetbUj6pQqolR0m7333roL19rTCl1JHl1Hd25MbIiIiAyELTb6hO+Zt4K8vDwkJyfD4XAgJSUFW7dubTF+zZo1uPzyyxEZGYmEhATcc889OHXqVLvVl4iIKNQxsQnS2rVrMXv2bMydOxdFRUUYPXo0MjMzUVxc3GT8tm3bcOedd2LKlCn48ssv8frrr+PTTz/F1KlT273uRERkXI2LYOrdwlX4nrlOixcvxpQpUzB16lQMGjQIubm5SExMxPLly5uM37lzJ/r27YuZM2ciOTkZP/rRj3Dfffdh165d7V53IiIyLgENXp2b6LQD4fRjYhMEl8uFwsJCZGRk+O3PyMjA9u3bmzwmPT0dx44dQ35+PoQQOHHiBN544w3cdNNNzb5OfX09qqqq/DYiIiJqHhObIJSXl8Pj8SAuLs5vf1xcHMrKypo8Jj09HWvWrMHkyZNhs9kQHx+Prl274umnn272dRYtWgSn0+nbEhMTW/1ciIjIWNgVpU/4nnkr0DT/pj4hRMC+Rvv27cPMmTPxxz/+EYWFhdiwYQMOHz6M6dOnN1t+Tk4OKisrfVtJSUmrnwMRERlL4+reerdwxce9gxAbGwuz2RzQOnPy5MmAVpxGixYtwqhRo/Db3/4WAHDZZZchKioKo0ePxqOPPoqEhISAY+x2O+x2exudBRERUehhi00QbDYbUlJSUFBQ4Le/oKAA6enpTR5z7tw5mEz+l9tsNgPnW3qIiIgAwANTq2zhii02QcrOzkZWVhZSU1ORlpaGFStWoLi42Ne1lJOTg+PHj2P16tUAgJtvvhnTpk3D8uXLMX78eJSWlmL27NkYPnw4evfu3cFnQ0RERtEaXUnsiiJlkydPxqlTp7Bw4UKUlpZiyJAhyM/PR1JSEgCgtLTUb06bu+++G9XV1XjmmWfwm9/8Bl27dsW1116LJ554ogPPgoiIKLRogv0gnUZVVRWcTidG3LQQFqvcWlHCJJ+1e61qGb7bLh/vjlQqGu5I+bIbotTKbugif8t7or1qhXdpUAp3RLnki46oVyq7m6NWOjbaprTqDiIt8vW2aorXUFGDwtMf59w2pbKrXfJrsp2pU1vn6Gyt/Pi5uhq1euOsVTrUXK3WZWE9q/Y9Ya2Rj7WcU/vnyHJOIbZerWxTg3y85pWPdTfU4eP3/ojKykrExMT4/a7xO/6BbT+FvYv8e9iU+rMNeOZH65t8nVDHFhsiIiID8QgNHp1dSXqP78yY2BARERkIx9joE77DpomIiCjksMWGiIjIQIQwwatz5mARxjMPM7EhIiIyEA80eHQuYqn3+M4sfFM6IiIiCjlssSEiIjIQr9A/+FfhCfSQwxYbIiIiA/GeH2Ojd1OVl5eH5ORkOBwOpKSkYOvWrc3Gbtq0CZqmBWz//ve//eLWrVuHwYMHw263Y/DgwVi/fn1Q10QFExsiIqIwt3btWsyePRtz585FUVERRo8ejczMTL8Z9Jty4MABlJaW+rb+/fv7frdjxw5MnjwZWVlZ2LNnD7KysjBp0iR8/PHHbXouTGyIiIgMxAutVTacn834u1t9fdMzmC9evBhTpkzB1KlTMWjQIOTm5iIxMRHLly9vsa69evVCfHy8b2tc3BkAcnNzMW7cOOTk5GDgwIHIycnBddddh9zc3Fa+Yv6Y2BARERlI48zDejcASExMhNPp9G2LFi0KeD2Xy4XCwkJkZGT47c/IyMD27dtbrOuwYcOQkJCA6667Dh9++KHf73bs2BFQ5vjx4y9Ypl4cPNwJRRceg8UkuXaMTX69EREpvy4OAHic8mvj1HeTXxcHAOp6mCWizlPsS/YoLOnjNquNwIvsoraeU2K3CunYS2NOKpXdP0I+Psn2jVLZvczV0rGRJrX1s1Sd88rf4yc90UplH3X1lI49WNtLqez/VMnHl2hdlco+Vyv/1W7yKBUN61m1+Ihy+bXCHKfUKmM/I/95M1fKr50GANo5hfXTXPL3uNsrv85aaygpKfFbK8puD/wuLi8vh8fjQVxcnN/+uLg4lJWVNVluQkICVqxYgZSUFNTX1+Oll17Cddddh02bNuHqq68GAJSVlSmV2VqY2BARERlIsIN/v18GAMTExEgvgqlp/k9iCSEC9jUaMGAABgwY4Ps5LS0NJSUlePLJJ32JjWqZrYVdUURERAbiheZbLyroTWGCvtjYWJjN5oCWlJMnTwa0uLRk5MiROHjwoO/n+Ph43WUGg4kNERGRgYhWGDgsFBIbm82GlJQUFBQU+O0vKChAenq6dDlFRUVISEjw/ZyWlhZQ5saNG5XKDAa7ooiIiMJcdnY2srKykJqairS0NKxYsQLFxcWYPn06ACAnJwfHjx/H6tWrgfNPPPXt2xc//OEP4XK58PLLL2PdunVYt26dr8xZs2bh6quvxhNPPIFbbrkFb7/9Nj744ANs27atTc+FiQ0REZGBNHYn6S1DxeTJk3Hq1CksXLgQpaWlGDJkCPLz85GUlAQAKC0t9ZvTxuVy4cEHH8Tx48cRERGBH/7wh3jvvfdw4403+mLS09Px2muv4fe//z3+8Ic/4JJLLsHatWsxYsQIXed2IUxsiIiIDKQ1Bw+rmDFjBmbMmNHk71atWuX380MPPYSHHnrogmVOnDgREydOVK6LHhxjQ0RERCGDLTZEREQG0hFdUaGEiQ0REZGBfHdJBD1lhCt2RREREVHIYItNJ+QuOwFoctPIa1bJpRcAmJxq082bPfLTvFstajm0O0o+XnnGfvkZ3gGT2pIKNovalPBd7fLTvF9kl19+AQD62+WnLe9vPaVUdoJZ/r6KNKkt1aHqnMIU9aUetWUpbJr8+3nOK39NAOCkXf7zdsKi9tk8p3Lfqnwegvi8Werk62KtVivcfLpGPvi02ufHUym/bIhokL8H3eLC58iuKH2Y2BARERkIExt92BVFREREIYMtNkRERAbCFht9mNgQEREZCBMbfZjYEBERGYhohce11R57CC0cY0NEREQhgy02REREBsKuKH2Y2BARERkIExt92BVFREREIYMtNkRERAbCFht9mNgQEREZCBMbfZjYdELmbl1h1iTXpbHJrSkFAFpUpFI9PNHyawB5ItVuNY9N/kPpVb2LVT7vis9MNnjMSvFnG+zSseUNXZTKPm7pJh3r0NTW6HGJs9KxUSb5dXSCUeOV71E/4YlRKvt4g/w1VH1/VN571ftK6b5V/PdP9fOm8llW/Z4wK3wHmd1q622ZzArX3CX/+RHCBZxRqgopYmJDRERkIEJoEDpbXPQe35kxsSEiIjIQLzTdE/TpPb4z41NRREREFDLYYkNERGQgHDysDxMbIiIiA+EYG32Y2BARERkIW2z04RgbIiIiChlssSEiIjIQdkXpw8SGiIjIQEQrdEWFc2LDrigiIiIKGWyx6YTqL+sLj0VuKnFhUZjO3KaW57oj5MtuiFIru6GLfNlutZUgIFTueo/aXz215ySXujivxNRVOramQa3soxHdpWO72ZKVyo6x1EnH2k1upbJV1SvM8V/llp+CHwDOuORvrm9q1ZZUOF0jX7bqfaVy3yp9HoL4vNV1l//sexSWgAEAq1N+2QNLbZRS2WaXVzpWc8uvYeF21wGbW44RAITici5NlRGumNgQEREZiBcaNM48HDR2RREREVHIYIsNERGRgfCpKH2Y2BARERmIV2jQOEFf0NgVRURERCGDLTZEREQGIkQrPBUVxo9FMbEhIiIyEI6x0YddUURERAbSmNjo3VTl5eUhOTkZDocDKSkp2Lp1a7Oxb775JsaNG4eePXsiJiYGaWlpeP/99/1iVq1aBU3TAra6Ovl5sILBxIaIiCjMrV27FrNnz8bcuXNRVFSE0aNHIzMzE8XFxU3Gb9myBePGjUN+fj4KCwtxzTXX4Oabb0ZRUZFfXExMDEpLS/02h0NtokxV7IoiIiIykI54Kmrx4sWYMmUKpk6dCgDIzc3F+++/j+XLl2PRokUB8bm5uX4/P/bYY3j77bfx7rvvYtiwYb79mqYhPj4+6PMIBltsiIiIDKRx8LDeDQCqqqr8tvr6+oDXc7lcKCwsREZGht/+jIwMbN++XarOXq8X1dXV6N7dfymXs2fPIikpCX369MGECRMCWnTaAltsOqGykXaY7fZWL1coprkq8cKsNkRfJV653hb5sk0utcJFhdqaPlXV8mvjVJnU1iI6Yu4pH6x4DTVT53zkQngV/wqWXy5IeV0xKNRFUyzb5JaP91rV3kuX/PJmAICGGPlYzaNWtuaRXytKU3kvg4iX5akXF1wrqjUlJib6/Txv3jzMnz/fb195eTk8Hg/i4uL89sfFxaGsrEzqdf7yl7+gpqYGkyZN8u0bOHAgVq1ahaFDh6KqqgpLlizBqFGjsGfPHvTv31/XebWEiQ0REZGBfNviovepqG//W1JSgpiY/8su7S38Uaxp/q8phAjY15RXX30V8+fPx9tvv41evXr59o8cORIjR470/Txq1ChceeWVePrpp7F06VLVU5LGxIaIiMhAWvNx75iYGL/EpimxsbEwm80BrTMnT54MaMX5vrVr12LKlCl4/fXXcf3117cYazKZcNVVV+HgwYPS5xEMjrEhIiIKYzabDSkpKSgoKPDbX1BQgPT09GaPe/XVV3H33XfjlVdewU033XTB1xFCYPfu3UhISGiVejeHLTZEREQGIs5vestQkZ2djaysLKSmpiItLQ0rVqxAcXExpk+fDgDIycnB8ePHsXr1auB8UnPnnXdiyZIlGDlypK+1JyIiAk6nEwCwYMECjBw5Ev3790dVVRWWLl2K3bt3Y9myZTrPrmVMbIiIiAykI2Yenjx5Mk6dOoWFCxeitLQUQ4YMQX5+PpKSkgAApaWlfnPaPPfcc3C73bj//vtx//33+/bfddddWLVqFQCgoqIC9957L8rKyuB0OjFs2DBs2bIFw4cP13VuF8KuKB1UZmkEgPr6esydOxdJSUmw2+245JJL8MILL7RbfYmIiJozY8YMHDlyBPX19SgsLMTVV1/t+92qVauwadMm38+bNm2CECJga0xqAOCpp57C0aNHUV9fj5MnT+L9999HWlpam58HW2yC1DhLY15eHkaNGoXnnnsOmZmZ2LdvHy6++OImj5k0aRJOnDiBlStX4gc/+AFOnjwJt9vd7nUnIiID64i+qBDCxCZIqrM0btiwAZs3b8ahQ4d8Exj17du3xdeor6/3m0ypqqqq1c+DiIgMphW6osBFMElFMLM0vvPOO0hNTcWf/vQnXHTRRbj00kvx4IMPora2ttnXWbRoEZxOp2/7/kRLREQUelpz5uFwxBabIAQzS+OhQ4ewbds2OBwOrF+/HuXl5ZgxYwZOnz7d7DibnJwcZGdn+36uqqpickNERNQCJjY6qMzS6PV6oWka1qxZ43sUbvHixZg4cSKWLVuGiIiIgGPsdnuTs0Q6h5+EOUpuSQWPV75Rzu1Ra8BzueVvH5dLfupzAHC75MsWdWpla/Xy52muVbsmpmq15l9znXy82aVUNEwK8aYGxbI98n8OttXU9I1UltTwmtXeH6/8ihfwqq2mAY9CvMeh9ue3V2HFFU+E2hskotXWPdAc8vEWm9qYQ6tNvmybRa1si1n+uphN8rGemsC1mr6vI56KCiXsigpCMLM0JiQk4KKLLvIlNQAwaNAgCCFw7NixNq8zERF1EkJrnS1MMbEJQjCzNI4aNQpff/01zp4969v3n//8ByaTCX369GnzOhMREYUDJjZBys7Oxl//+le88MIL2L9/P+bMmRMwS+Odd97pi7/99tvRo0cP3HPPPdi3bx+2bNmC3/72t/jVr37VZDcUERGFJw4e1odjbIKkOktjly5dUFBQgF//+tdITU1Fjx49MGnSJDz66KMdeBZERGQ4nMdGFyY2OsyYMQMzZsxo8nffnX2x0cCBAwO6r4iIiKj1MLEhIiIyED4VpQ8TGyIiIqMJ464kvTh4mIiIiEIGW2yIiIgMhF1R+jCxISIiMhI+FaULExsiIiJD0c5vessIT0xsOqEZyZsQGS23PlKdwmI3pz1dlOpxvL6bdGxJrXwsAJRUd5WO/aZCrd4NFQ7pWK1aqWjYqtS+TOxn5P+sclSoreljq1JYo6dabbEoc61CvLuNF4uyyA8V9EQoLP4EwB0tH++KUVuzrK6rfL3ru6ndV/Xd5O8rYVX7094ac+G1jr6rZ9ezElHfSoyuUCo7MeKMdOxFdvlYAOhulq+3Q2GxtXPVHkxRqgmpYmJDRERkJOyK0oWJDRERkZEwsdGFj3sTERFRyGCLDRERkZEI7dtNbxlhiokNERGRgbTG6tzhvLo3u6KIiIgoZLDFhoiIyEg4eFgXJjZERERGwjE2urArioiIiEIGW2yIiIgMRBPfbnrLCFdMbDqhm6JOISZKrrGt2uuSLveER60B76Ctp3TsF5Y+SmW7vfJ1OVtnVyq7wSQfr8mvSgAAsNSqxdur5L99Ir6Rfy8BwPpNjXSsdrpSqWxvtfx086JebQp+VZpd/v20Rqstv2Hp7pSONfeMUipbKNyHHodat4IrRiHYpPYvYIRDbfmNhKgq6dgh0V8rlT0k4ph0bH/rN0plx5nllwKJNtmkY6u8EuVyjI0uTGyIiIiMhGNsdOEYGyIiIgoZbLEhIiIyEnZF6cLEhoiIyEiY2OjCrigiIiIKGWyxISIiMhK22OjCxIaIiMhI+FSULuyKIiIiopDBxIaIiMhAGmce1rupysvLQ3JyMhwOB1JSUrB169YW4zdv3oyUlBQ4HA7069cPzz77bEDMunXrMHjwYNjtdgwePBjr169Xr5iisEps7r77bmzZsqWjq0FERNQ80UqbgrVr12L27NmYO3cuioqKMHr0aGRmZqK4uLjJ+MOHD+PGG2/E6NGjUVRUhEceeQQzZ87EunXrfDE7duzA5MmTkZWVhT179iArKwuTJk3Cxx9/rPcKtSisEpvq6mpkZGSgf//+eOyxx3D8+PGOrhIREVGbqaqq8tvqm1niZPHixZgyZQqmTp2KQYMGITc3F4mJiVi+fHmT8c8++ywuvvhi5ObmYtCgQZg6dSp+9atf4cknn/TF5ObmYty4ccjJycHAgQORk5OD6667Drm5uW12vgi3xGbdunU4fvw4HnjgAbz++uvo27cvMjMz8cYbb6ChQW39EyIiIqNLTEyE0+n0bYsWLQqIcblcKCwsREZGht/+jIwMbN++vclyd+zYERA/fvx47Nq1y/fvaXMxzZXZWsIqsQGAHj16YNasWSgqKsInn3yCH/zgB8jKykLv3r0xZ84cHDx4sKOrSEREYUxrjXE258sqKSlBZWWlb8vJyQl4vfLycng8HsTFxfntj4uLQ1lZWZN1LCsrazLe7XajvLy8xZjmymwtYZfYNCotLcXGjRuxceNGmM1m3Hjjjfjyyy8xePBgPPXUUx1dPSIiCleNj3vr3QDExMT4bXZ786vKa5r/I+JCiIB9F4r//n7VMltDWCU2DQ0NWLduHSZMmICkpCS8/vrrmDNnDkpLS/G3v/0NGzduxEsvvYSFCxd2dFWJiIjaRWxsLMxmc0BLysmTJwNaXBrFx8c3GW+xWNCjR48WY5ors7WEVWKTkJCAadOmISkpCZ988gl27dqF6dOnIzo62hczfvx4dO3atUPrSUREYaydn4qy2WxISUlBQUGB3/6CggKkp6c3eUxaWlpA/MaNG5Gamgqr1dpiTHNltpawmnn4qaeewq233gqHw9FsTLdu3XD48OF2rRcREZFPByypkJ2djaysLKSmpiItLQ0rVqxAcXExpk+fDgDIycnB8ePHsXr1agDA9OnT8cwzzyA7OxvTpk3Djh07sHLlSrz66qu+MmfNmoWrr74aTzzxBG655Ra8/fbb+OCDD7Bt2zadJ9eysEpssrKyOroKREREhjN58mScOnUKCxcuRGlpKYYMGYL8/HwkJSUB58elfndOm+TkZOTn52POnDlYtmwZevfujaVLl+LnP/+5LyY9PR2vvfYafv/73+MPf/gDLrnkEqxduxYjRoxo03MJq8SGiIjI6IKdOfj7ZaiaMWMGZsyY0eTvVq1aFbBvzJgx+Oyzz1osc+LEiZg4caJ6ZXRgYkNERGQkXN1bl7AaPExEREShjS02RERERsIWG12Y2BARERlIR42xCRVMbDqh92p6INJkloqt81qlyz3t6aJUj+P13aRjS2rlYwGgtCZGOra2Tv4cAQBe+Vkvhdxl9nFHqMXXx8jXRfPalMr22OUrb3GqVdxcK7+2mub2KpWtzCLfo94QoXavuKPl410xajeLynuvel8p3bcKnwcE8XlT+SxbTL2Vyq5UuDBH7LFKZXc3n5WOdZjkPw/najwASpTqQmqY2BARERnJd5ZE0FVGmGJiQ0REZCQcY6MLExsiIiID4Rgbffi4NxEREYUMttgQEREZCbuidGFiQ0REZCSt0BUVzokNu6KIiIgoZLDFhoiIyEjYFaULExsiIiIjYWKjC7uiiIiIKGSwxaYTyjs8FuYou1Ssxyufu7o9anmuyy1/+7hcatPNu13yZYs6tbK1BoUlFRQ/Ia4YtT+TPDb5utR3UztPk8I1NzWoLddg8sifp9bGKyoIhdvWa1abjVVhRRIorngBj0K8x6F2X6nctyqfBwBoqJL77mlUqvBZ/qZCbVmXL2wJ0rE2i1upbItZ/sY1m+RjPTX1AHa3GMN5bPRhiw0RERGFDCY2REREFDLYFUVERGQkHDysCxMbIiIiA+EYG32Y2BARERlNGCcmenGMDREREYUMttgQEREZCcfY6MLEhoiIyEA4xkYfdkURERFRyGCLDRERkZGwK0oXttjokJeXh+TkZDgcDqSkpGDr1q1Sx3300UewWCy44oor2ryORETUuTR2RendwhVbbIK0du1azJ49G3l5eRg1ahSee+45ZGZmYt++fbj44oubPa6yshJ33nknrrvuOpw4cSKo1678pBfMdoeO2jdNZc0d1XjNrPYpsygsi6Rcb4t8Xbw2xbWfItXiXSrXxaT4TaVUtlrRmmpdDEJ41dZFgso6Vx7VsuXjNcWyNbd8vMmlWPY5tX82NK98vOZRW4fKrXBdPIprlrXVGmee+rq2KZh82GITpMWLF2PKlCmYOnUqBg0ahNzcXCQmJmL58uUtHnfffffh9ttvR1pa2gVfo76+HlVVVX4bERGFONFKW5hiYhMEl8uFwsJCZGRk+O3PyMjA9u3bmz3uxRdfxFdffYV58+ZJvc6iRYvgdDp9W2Jiou66ExGRwTGx0YWJTRDKy8vh8XgQFxfntz8uLg5lZWVNHnPw4EE8/PDDWLNmDSwWuabZnJwcVFZW+raSkpJWqT8RERkXx9jowzE2Omiaf/+uECJgHwB4PB7cfvvtWLBgAS699FLp8u12O+x2tT5nIiKicMbEJgixsbEwm80BrTMnT54MaMUBgOrqauzatQtFRUV44IEHAABerxdCCFgsFmzcuBHXXnttu9WfiIgMjI9768LEJgg2mw0pKSkoKCjAT3/6U9/+goIC3HLLLQHxMTEx2Lt3r9++vLw8/Otf/8Ibb7yB5OTkdqk3ERF1AkxsdGFiE6Ts7GxkZWUhNTUVaWlpWLFiBYqLizF9+nTg/PiY48ePY/Xq1TCZTBgyZIjf8b169YLD4QjYT0RERMHj4OEgTZ48Gbm5uVi4cCGuuOIKbNmyBfn5+UhKSgIAlJaWori4uKOrSUREnYzRBw+fOXMGWVlZvid2s7KyUFFR0Wx8Q0MDfve732Ho0KGIiopC7969ceedd+Lrr7/2ixs7diw0TfPbbrvtNuX6aUKIMG6w6lyqqqrgdDrxg9891ukm6BOKE/QJg0zQp1IP1bKhel04QZ9unKCvqbKVilYqG4oT3SnXReG6qE6415YT9P3vE4+gsrISMTExfr9r/I4f+Gv93/Ge+jr8++mmX0evzMxMHDt2DCtWrAAA3Hvvvejbty/efffdJuMrKysxceJETJs2DZdffjnOnDmD2bNnw+12Y9euXb64sWPH4tJLL8XChQt9+yIiIuB0OpXqx64oIiIikrJ//35s2LABO3fuxIgRIwAAzz//PNLS0nDgwAEMGDAg4Bin04mCggK/fU8//TSGDx+O4uJiv9n6IyMjER8fr6uOTGw6ofid9bBY5P5SEZJxAOCxqf3Z7o6QL7shSq3shi7yZbuilYpGg0Ly3xCh9iekKaZBKT66i/z06t2jzimV3TPirHRsN5ta2TEW+XrbTW6lslXVK0zZX+VW+yv4jCtSOvab2i5KZZ+ukS/77Fm1enurrNKx1iq1ZklrpVqLja1aoeyzai2B1hr5z6elVq1ss0u+yUZzy5ftdtfjfy9UXit0JTUe//0Z6/VOI7Jjxw44nU5fUgMAI0eOhNPpxPbt25tMbJpSWVkJTdPQtWtXv/1r1qzByy+/jLi4OGRmZmLevHmIjlb7kmdiQ0REZCSt+FTU92esnzdvHubPnx90sWVlZejVq1fA/l69ejU7Qe331dXV4eGHH8btt9/u1012xx13IDk5GfHx8fjiiy+Qk5ODPXv2BLT2XAgTGyIiohBVUlLilzw011ozf/58LFiwoMWyPv30U6CJyWnRwgS139fQ0IDbbrsNXq8XeXl5fr+bNm2a7/+HDBmC/v37IzU1FZ999hmuvPLKC5bdiIkNERGRkbRii01MTIzU4OEHHnjggk8g9e3bF59//jlOnDgR8LtvvvmmyQlqv6uhoQGTJk3C4cOH8a9//euC9bryyithtVpx8OBBJjZERESdlXZ+01uGitjYWMTGxl4wLi0tDZWVlfjkk08wfPhwAMDHH3+MyspKpKenN3tcY1Jz8OBBfPjhh+jRo8cFX+vLL79EQ0MDEhISlM6F89gQEREZiYFX9x40aBBuuOEGTJs2DTt37sTOnTsxbdo0TJgwwW/g8MCBA7F+/XoAgNvtxsSJE7Fr1y6sWbMGHo8HZWVlKCsrg8vlAgB89dVXWLhwIXbt2oUjR44gPz8ft956K4YNG4ZRo0Yp1ZGJDREREUlbs2YNhg4dioyMDGRkZOCyyy7DSy+95Bdz4MABVFZWAgCOHTuGd955B8eOHcMVV1yBhIQE37Z9+3bg/FJF//znPzF+/HgMGDAAM2fOREZGBj744AOYzWpP7rErioiIyEBa83HvttC9e3e8/PLLLcZ8d+7fvn374kJzAScmJmLz5s2tUj8mNkREREbCRTB1YVcUERERhQy22BARERlNGLe46MXEhoiIyECMPsbG6JjYdEL2z4/Aotnkgm3ya8ZoUfJr1wCAp1uUdKyrR4RS2bWx8rem16y4xpV8tdVWyAYQEelSik/sWiEdOyhGbrryRgMjSqVjL7GdVCo7ziy/DlWUqY2WST6vxiv//p/wqK3n9JUrcOr45vy7Vm2ujf1W+YX+jni7K5VdUyP/+dEUl/KyqC0rBsdp+fc/olytMrZTtdKx5jM1SmWLGoUTdcmvEWcWat8RpI6JDRERkZFw8LAuTGyIiIgMhF1R+vCpKCIiIgoZbLEhIiIyEnZF6cLEhoiIyEDYFaUPExsiIiIjYYuNLhxjQ0RERCGDLTZERERGwhYbXZjYEBERGQjH2OjDrigiIiIKGWyx6YQ8ZyqgaXJLJWhWyaUXAJg8HqV6mCxm6VhzhPzSDgBgdsmXbVKcEl6piVZTK9pqVruGXaz10rGxVvllDADgIusZ6dhES5VS2Qlm+fsq0iQfG4xzXvkp6m2a2nnWCfn7ttwdrVS2ynuvel8p3beKf9mrft7MLvkXMJ9TK9xUXScdK6qqlcr2VsrHiwb5e9AjJJZfYFeULkxsiIiIDEQTAprQl5noPb4zY1cUERERhQy22BARERkJu6J0YWJDRERkIHwqSh92RREREVHIYIsNERGRkbArShcmNkRERAbCrih9mNgQEREZCVtsdOEYGyIiIgoZbLEhIiIyEHZF6cPEhoiIyEjYFaULE5tOyBIfB4vs+js2+bVuRKRDqR4eZ4R0bEO02lpRbof8YjdetaLVOmC9aotFudzya1wBQEW9/DU8Xt9VqexIk/z6NS6hVu9vzPLr6ESa5NfzCcY5hRvgpKeXUtlHXT2lY1XfH5X3XvW+UrpvFQckqH7eVD7Lqt8TJneUdKzZrHai5qhI+WCXxPpPjbwuoEypKqSIiQ0REZHBhHNXkl5MbIiIiIxEiG83vWWEKT4VRURERCGDLTZEREQGwqei9GFiQ0REZCR8KkoXdkURERFRyGCLDRERkYFo3m83vWWEKyY2RERERsKuKF3YFUVERGQgjYOH9W5t5cyZM8jKyoLT6YTT6URWVhYqKipaPObuu++Gpml+28iRI/1i6uvr8etf/xqxsbGIiorCj3/8Yxw7dky5fkxsiIiISNrtt9+O3bt3Y8OGDdiwYQN2796NrKysCx53ww03oLS01Lfl5+f7/X727NlYv349XnvtNWzbtg1nz57FhAkT4PF4lOrHrigiIiIjacUJ+qqqqvx22+122O32oIvdv38/NmzYgJ07d2LEiBEAgOeffx5paWk4cOAABgwY0Oyxdrsd8fHxTf6usrISK1euxEsvvYTrr78eAPDyyy8jMTERH3zwAcaPHy9dRyY2nVB1Sh9YrHLrOgmTyppLausiue3y8W6FZVe+jVdYX0Z+uRgAgFdh2R3No3ZNas+qfWEUi27Ssadr1S7iAUecdGy0TW09p0iL/DpU1jYexdgg5Buez7kl11g7r9olv37amTr5tZ8A4Gyt/L1SV6NWb5X7VuXzAAANXdTiocm/Pw1Rip+3WPl/wiz1ap8fU4N8YqF55WPdDXXAexcorxXnsUlMTPTbP2/ePMyfPz/ocnfs2AGn0+lLagBg5MiRcDqd2L59e4uJzaZNm9CrVy907doVY8aMwf/7f/8PvXp9u35bYWEhGhoakJGR4Yvv3bs3hgwZgu3btzOxISIiIqCkpAQxMTG+n/W01gBAWVmZLxn5rl69eqGsrPnVPTMzM3HrrbciKSkJhw8fxh/+8Adce+21KCwshN1uR1lZGWw2G7p18/9jLy4ursVym8LEhoiIyEha8amomJgYv8SmOfPnz8eCBQtajPn0008BAJoW2LImhGhyf6PJkyf7/n/IkCFITU1FUlIS3nvvPfzsZz9r/jQuUG5TmNgQEREZSEcsqfDAAw/gtttuazGmb9+++Pzzz3HixImA333zzTeIi5Pv/k5ISEBSUhIOHjwIAIiPj4fL5cKZM2f8Wm1OnjyJ9PR0pXNhYkNERBTmYmNjERsbe8G4tLQ0VFZW4pNPPsHw4cMBAB9//DEqKyuVEpBTp06hpKQECQkJAICUlBRYrVYUFBRg0qRJAIDS0lJ88cUX+NOf/qR0Lnzcm4iIyEgan4rSu7WBQYMG4YYbbsC0adOwc+dO7Ny5E9OmTcOECRP8Bg4PHDgQ69evBwCcPXsWDz74IHbs2IEjR45g06ZNuPnmmxEbG4uf/vSnAACn04kpU6bgN7/5Df75z3+iqKgIv/zlLzF06FDfU1Ky2GJDRERkIEZf3XvNmjWYOXOm7wmmH//4x3jmmWf8Yg4cOIDKykoAgNlsxt69e7F69WpUVFQgISEB11xzDdauXYvo6GjfMU899RQsFgsmTZqE2tpaXHfddVi1ahXMZrVH95jYEBERkbTu3bvj5ZdfbjFGfKfFKCIiAu+///4Fy3U4HHj66afx9NNP66ofExsiIiIj4VpRujCxISIiMhCjd0UZHRMbIiIiI/GKbze9ZYQpJjad0InhZpgcivOgy1CbA0k9XoEwKUzDr1gPoRCvuRQLP6M29X1dhXx8nUlt7YhylWADvfdtSvW7vi3/bfDKX0Tlv74V4r02tcJd3RTju8rHagrXRJnKBz+YeEneOvMFl1QgfZjYEBERGQnH2OjCxIaIiMhAtFYYI9NZG1VbAyfoIyIiopDBxEaHvLw8JCcnw+FwICUlBVu3bm029s0338S4cePQs2dPxMTEIC0tTeq5fiIiCjMGnnm4M2BiE6S1a9di9uzZmDt3LoqKijB69GhkZmaiuLi4yfgtW7Zg3LhxyM/PR2FhIa655hrcfPPNKCoqave6ExGRcTU+7q13C1ccYxOkxYsXY8qUKZg6dSoAIDc3F++//z6WL1+ORYsWBcTn5ub6/fzYY4/h7bffxrvvvothw4Y1+Rr19fWor6/3/VxVVdXq50FERBRK2GITBJfLhcLCQt86GY0yMjKwfft2qTK8Xi+qq6vRvXv3ZmMWLVoEp9Pp2xITE3XXnYiIDE600hammNgEoby8HB6PB3FxcX774+LiUFZWJlXGX/7yF9TU1PiWZ29KTk4OKisrfVtJSYnuuhMRkbFpQrTKFq7YFaWDpvk/UCeECNjXlFdffRXz58/H22+/jV69ejUbZ7fbYbfbW6WuRERE4YCJTRBiY2NhNpsDWmdOnjwZ0IrzfWvXrsWUKVPw+uuv4/rrr2/jmhIRUafjPb/pLSNMsSsqCDabDSkpKSgoKPDbX1BQgPT09GaPe/XVV3H33XfjlVdewU033dQONSUios6GXVH6sMUmSNnZ2cjKykJqairS0tKwYsUKFBcXY/r06cD58THHjx/H6tWrgfNJzZ133oklS5Zg5MiRvtaeiIgIOJ1Opdf+wVXFsEbJrTHk9srnrvUetduhtsEqHVtTr7iGUq18vLtWrd5arfw6W+YatdzfUqs236e5VqVspaJhrpP/YjO71Mo2ueXL1tr4L0eh8BZ5LWrvj0fhtvU41Mp2RyiUrRD7bdny748nSu0N8kZ4lOItEW7pWEeE2o0YZZePj7A2KJVtN8vX26Kwtl1DjQtHLhTEJRV0YWITpMmTJ+PUqVNYuHAhSktLMWTIEOTn5yMpKQkAUFpa6jenzXPPPQe32437778f999/v2//XXfdhVWrVnXIORAREYUaJjY6zJgxAzNmzGjyd99PVjZt2tROtSIiok6tNWYOZlcUERERGUFrzBwczjMPc/AwERERhQy22BARERkJu6J0YWJDRERkIJpX/9OEbf00opGxK4qIiIhCBltsiIiIjIRdUbowsSEiIjISTtCnC7uiiIiIKGSwxaYTmnnRB4iKllsWoEbIzwl/yt1FqR7Frljp2MPn5GMB4FB1D+nYsooYpbLrGuTnpzfJz6oOALBWqcU7Tsv/WeU4ozaVvb1Cfgp5S2W9UtlarfxU9lqD4kVUJKzyX2MiQm1pD7fTLh1b31V+iREAqOsmv7RHXXe15Rq8ClVxW9T+tHfEqN0r8V3lPxT9ok8plZ0cWS4de7FNPhYAeljOSsdGafKfh5pqDz64QExrrPXEtaKIiIjIGDjGRhcmNkREREYiAOh9XDt88xqOsSEiIqLQwRYbIiIiA+EYG32Y2BARERmJaIUxMuGb17ArioiIiEIHW2yIiIiMhE9F6cLEhoiIyEi8ANSmLmq6jDDFrigiIiKSdubMGWRlZcHpdMLpdCIrKwsVFRUtHqNpWpPbn//8Z1/M2LFjA35/2223KdePLTZEREQGYvSnom6//XYcO3YMGzZsAADce++9yMrKwrvvvtvsMaWlpX4//+Mf/8CUKVPw85//3G//tGnTsHDhQt/PERHyM8U3YmJDRERkJAYeY7N//35s2LABO3fuxIgRIwAAzz//PNLS0nDgwAEMGDCgyePi4+P9fn777bdxzTXXoF+/fn77IyMjA2JVMbHphNIdHsQ45G7as6JGutwTHrV1WlTWUjEpPntY45Ff0+d0TaRS2XUmhboo9lOb5ZeMAQDYzsq/gP20/NpPAGA9WS0ffLpSqWxRLV+2p15tbSFVJrv8ek5adLRS2dZap3ywV61sr1V+EEVDF/l1pb4tXCFW5fMAwGZVW/srLlL+Xrkk8hulsi+PPCod29+q9v0WZ5YfqdFFk78Hqxrad/BLVZX/Wl12ux12hc/M9+3YsQNOp9OX1ADAyJEj4XQ6sX379mYTm+86ceIE3nvvPfztb38L+N2aNWvw8ssvIy4uDpmZmZg3bx6iFT+3TGyIiIiMpBVbbBITE/12z5s3D/Pnzw+62LKyMvTq1Stgf69evVBWViZVxt/+9jdER0fjZz/7md/+O+64A8nJyYiPj8cXX3yBnJwc7NmzBwUFBUp1ZGJDRERkJK2Y2JSUlCAmJsa3u7nWmvnz52PBggUtFvnpp58C5wcCB76caHJ/U1544QXccccdcDgcfvunTZvm+/8hQ4agf//+SE1NxWeffYYrr7xSqmwwsSEiIjKYVnzcOyYmxi+xac4DDzxwwSeQ+vbti88//xwnTpwI+N0333yDuLi4C77O1q1bceDAAaxdu/aCsVdeeSWsVisOHjzIxIaIiIjkxcbGIjY29oJxaWlpqKysxCeffILhw4cDAD7++GNUVlYiPT39gsevXLkSKSkpuPzyyy8Y++WXX6KhoQEJCQmSZ/EtzmNDRERkII2Pe+vd2sKgQYNwww03YNq0adi5cyd27tyJadOmYcKECX4DhwcOHIj169f7HVtVVYXXX38dU6dODSj3q6++wsKFC7Fr1y4cOXIE+fn5uPXWWzFs2DCMGjVKqY5MbIiIiIykcYyN3q2NrFmzBkOHDkVGRgYyMjJw2WWX4aWXXvKLOXDgACor/Z+2fO211yCEwC9+8YuAMm02G/75z39i/PjxGDBgAGbOnImMjAx88MEHMJvVngpkVxQRERFJ6969O15++eUWY0QTidW9996Le++9t8n4xMREbN68uVXqx8SGiIjISLwC0HS2uHi5CCYREREZgYFnHu4MOMaGiIiIQgZbbDqham8d4JXLSWuE/PTdFV61abarPfKLk53zyi+RAAAuj/xgMeW/S1QOUJxLQijGe83yB3itan+HCLv8x9vkUJxivUF+7QiTqW3/ftJsVvlYxfP0KlxD1fdH5b1Xva+U7lvFD5Dq503ls6z6PaHyHVRhVis7UpNfCsSr1UnHVntlvpNbY/Bv+LbYMLEhIiIyEnZF6cKuKCIiIgoZbLEhIiIyEq/Q35XEp6KIiIjIEIT3201vGWGKiQ0REZGRcIyNLhxjQ0RERCGDLTZERERGwjE2ujCxISIiMhJ2RenCrigiIiIKGWyxISIiMhLRCi0u4dtgw8SGiIjIUNgVpQsTm07of872R4TkW6ey9kqlO1KpHifqY6RjS2vlYwHgxNlo6djac4rrHHkV1uiRX+YGAKB4CVHXTaUu8msiAYA7Sv6aW2KjlMo218dKx2oNHqWyVQmr/Jvksau9oe4o+XhXtFrPfn2M/Huvel8p3bcKnwcE8XkrsXSTjnV51f5JUvkO+sLeR6lsp+WcdGykSX7ttNqzbgBlSnUhNUxsiIiIjMTrBaBzgj2pxTZDExMbIiIiI2FXlC58KoqIiIhCBltsiIiIjIQtNrowsSEiIjISzjysCxMbIiIiAxHCC6FzdW69x3dmHGNDREREIYMtNkREREYihP6uJI6xISIiIkMQrTDGJowTG3ZFERERUchgi00n9Py/R8Ec6ZCK9SpMl64S+228fF7sbVDLoYVKvFutbK1B4ZoofkJcTrW/ktyR8nWpi1V7f0wK10XzqJ2opjAuUSU2GELh7VeJheLSBKr3ildhhQyvVe2+UqmLyucBANxV8su0AED5OfnKnLJ2USr739Y46ViTSe1GNJnkr7lKrOdcHYCtLQd5vfo/OGE8eJiJDRERkZGwK0oXdkURERFRyGCLDRERkYEIrxdCZ1dUOM9jw8SGiIjISNgVpQu7ooiIiChksMWGiIjISLwC0NhiEywmNkREREYiBAC9j3uHb2LDrigd8vLykJycDIfDgZSUFGzd2vLcBJs3b0ZKSgocDgf69euHZ599tt3qSkREnYPwilbZwhUTmyCtXbsWs2fPxty5c1FUVITRo0cjMzMTxcXFTcYfPnwYN954I0aPHo2ioiI88sgjmDlzJtatW9fudSciIgpVTGyCtHjxYkyZMgVTp07FoEGDkJubi8TERCxfvrzJ+GeffRYXX3wxcnNzMWjQIEydOhW/+tWv8OSTT7Z73YmIyMCEt3W2MMUxNkFwuVwoLCzEww8/7Lc/IyMD27dvb/KYHTt2ICMjw2/f+PHjsXLlSjQ0NMBqDZxfvb6+HvX19b6fKysrAQDe2vqA2OaoLJMg2nJJBcVlD9p0SQWXwnm6FHP/BrVwoTCdvXArlq0Qr3nUyuaSCoG8itdQJV54FJdUUCjb61V7g1TrAot8+Zpb8WZpUIhXXFJBKCyToBLb+P0tWhgD0+B1Qeh83Nut+mUUQpjYBKG8vBwejwdxcf7rlMTFxaGsrKzJY8rKypqMd7vdKC8vR0JCQsAxixYtwoIFCwL2H7r3Kd3nQEREHefUqVNwOp1++2w2G+Lj47Gt7O+t8hrx8fGw2dTW9goFTGx00DT/v7aFEAH7LhTf1P5GOTk5yM7O9v1cUVGBpKQkFBcXB3wg6P9UVVUhMTERJSUliImJ6ejqGBavkxxeJzm8TnIqKytx8cUXo3v37gG/czgcOHz4MFwuV6u8ls1mg8Mht2ByKGFiE4TY2FiYzeaA1pmTJ08GtMo0io+PbzLeYrGgR48eTR5jt9tht9sD9judTn5xSIiJieF1ksDrJIfXSQ6vkxyTqel+UYfDEZbJSGvi4OEg2Gw2pKSkoKCgwG9/QUEB0tPTmzwmLS0tIH7jxo1ITU1tcnwNERERqWNiE6Ts7Gz89a9/xQsvvID9+/djzpw5KC4uxvTp04Hz3Uh33nmnL3769Ok4evQosrOzsX//frzwwgtYuXIlHnzwwQ48CyIiotDCrqggTZ48GadOncLChQtRWlqKIUOGID8/H0lJSQCA0tJSvzltkpOTkZ+fjzlz5mDZsmXo3bs3li5dip///OfSr2m32zFv3rwmu6fo//A6yeF1ksPrJIfXSQ6vU9vTREvPnBERERF1IuyKIiIiopDBxIaIiIhCBhMbIiIiChlMbIiIiChkMLEhIiKikMHExmDy8vKQnJwMh8OBlJQUbN26tcX4zZs3IyUlBQ6HA/369cOzzz7bbnXtSCrX6c0338S4cePQs2dPxMTEIC0tDe+//3671rejqN5PjT766CNYLBZcccUVbV5HI1C9TvX19Zg7dy6SkpJgt9txySWX4IUXXmi3+nYU1eu0Zs0aXH755YiMjERCQgLuuecenDp1qt3q2962bNmCm2++Gb1794amaXjrrbcueEy4foe3KUGG8dprrwmr1Sqef/55sW/fPjFr1iwRFRUljh492mT8oUOHRGRkpJg1a5bYt2+feP7554XVahVvvPFGu9e9Palep1mzZoknnnhCfPLJJ+I///mPyMnJEVarVXz22WftXvf2pHqdGlVUVIh+/fqJjIwMcfnll7dbfTtKMNfpxz/+sRgxYoQoKCgQhw8fFh9//LH46KOP2rXe7U31Om3dulWYTCaxZMkScejQIbF161bxwx/+UPzkJz9p97q3l/z8fDF37lyxbt06AUCsX7++xfhw/Q5va0xsDGT48OFi+vTpfvsGDhwoHn744SbjH3roITFw4EC/fffdd58YOXJkm9azo6lep6YMHjxYLFiwoA1qZxzBXqfJkyeL3//+92LevHlhkdioXqd//OMfwul0ilOnTrVTDY1B9Tr9+c9/Fv369fPbt3TpUtGnT582radRyCQ24fod3tbYFWUQLpcLhYWFyMjI8NufkZGB7du3N3nMjh07AuLHjx+PXbt2oaGhoU3r21GCuU7f5/V6UV1d3eTquqEi2Ov04osv4quvvsK8efPaoZYdL5jr9M477yA1NRV/+tOfcNFFF+HSSy/Fgw8+iNra2naqdfsL5jqlp6fj2LFjyM/PhxACJ06cwBtvvIGbbrqpnWptfOH4Hd4euKSCQZSXl8Pj8QSsDh4XFxewKnijsrKyJuPdbjfKy8uRkJDQpnXuCMFcp+/7y1/+gpqaGkyaNKmNatnxgrlOBw8exMMPP4ytW7fCYgmPr4ZgrtOhQ4ewbds2OBwOrF+/HuXl5ZgxYwZOnz4dsuNsgrlO6enpWLNmDSZPnoy6ujq43W78+Mc/xtNPP91OtTa+cPwObw9ssTEYTdP8fhZCBOy7UHxT+0ON6nVq9Oqrr2L+/PlYu3YtevXq1YY1NAbZ6+TxeHD77bdjwYIFuPTSS9uxhsagcj95vV5omoY1a9Zg+PDhuPHGG7F48WKsWrUqpFttoHid9u3bh5kzZ+KPf/wjCgsLsWHDBhw+fNi3UDB9K1y/w9tSePxZ1gnExsbCbDYH/PVz8uTJgIy+UXx8fJPxFosFPXr0aNP6dpRgrlOjtWvXYsqUKXj99ddx/fXXt3FNO5bqdaqursauXbtQVFSEBx54ADj/D7gQAhaLBRs3bsS1117bbvVvL8HcTwkJCbjooovgdDp9+wYNGgQhBI4dO4b+/fu3eb3bWzDXadGiRRg1ahR++9vfAgAuu+wyREVFYfTo0Xj00UfZGhGm3+HtgS02BmGz2ZCSkoKCggK//QUFBUhPT2/ymLS0tID4jRs3IjU1FVartU3r21GCuU4431Jz991345VXXgmLPn7V6xQTE4O9e/di9+7dvm369OkYMGAAdu/ejREjRrRj7dtPMPfTqFGj8PXXX+Ps2bO+ff/5z39gMpnQp0+fNq9zRwjmOp07dw4mk/8/MWazGfhOq0S4C8fv8HbR0aOX6f80Pk65cuVKsW/fPjF79mwRFRUljhw5IoQQ4uGHHxZZWVm++MZHBefMmSP27dsnVq5cGRaPCqpep1deeUVYLBaxbNkyUVpa6tsqKio68Czanup1+r5weSpK9TpVV1eLPn36iIkTJ4ovv/xSbN68WfTv319MnTq1A8+i7alepxdffFFYLBaRl5cnvvrqK7Ft2zaRmpoqhg8f3oFn0baqq6tFUVGRKCoqEgDE4sWLRVFRke+ReH6Htw8mNgazbNkykZSUJGw2m7jyyivF5s2bfb+76667xJgxY/ziN23aJIYNGyZsNpvo27evWL58eQfUuv2pXKcxY8YIAAHbXXfd1UG1bz+q99N3hUtiI4K4Tvv37xfXX3+9iIiIEH369BHZ2dni3LlzHVDz9qV6nZYuXSoGDx4sIiIiREJCgrjjjjvEsWPHOqDm7ePDDz9s8buG3+HtQxNsEyQiIqIQwTE2REREFDKY2BAREVHIYGJDREREIYOJDREREYUMJjZEREQUMpjYEBERUchgYkNEREQhg4kNERERhQwmNkRERBQymNgQERFRyGBiQ0Qd6ptvvkF8fDwee+wx376PP/4YNpsNGzdu7NC6EVHnw7WiiKjD5efn4yc/+Qm2b9+OgQMHYtiwYbjpppuQm5vb0VUjok6GiQ0RGcL999+PDz74AFdddRX27NmDTz/9FA6Ho6OrRUSdDBMbIjKE2tpaDBkyBCUlJdi1axcuu+yyjq4SEXVCHGNDRIZw6NAhfP311/B6vTh69GhHV4eIOimlxGbs2LGYPXt229VGp3Xr1mHw4MGw2+0YPHgw1q9ff8Fj9u7dizFjxiAiIgIXXXQRFi5ciO83Ym3evBkpKSlwOBzo168fnn322aBeOy8vD8nJyXA4HEhJScHWrVv9fi+EwPz589G7d29ERERg7Nix+PLLL4O6FkSdicvlwh133IHJkyfj0UcfxZQpU3DixImOrhYRdUZCwZgxY8SsWbNUDmk327dvF2azWTz22GNi//794rHHHhMWi0Xs3Lmz2WMqKytFXFycuO2228TevXvFunXrRHR0tHjyySd9MYcOHRKRkZFi1qxZYt++feL5558XVqtVvPHGG0qv/dprrwmr1Sqef/55sW/fPjFr1iwRFRUljh496ot5/PHHRXR0tFi3bp3Yu3evmDx5skhISBBVVVVtcs2IjOLBBx8Uffv2FZWVlcLj8Yirr75a3HTTTR1dLSLqhKQTm7vuuksA8NsOHz7ctrVTMGnSJHHDDTf47Rs/fry47bbbmj0mLy9POJ1OUVdX59u3aNEi0bt3b+H1eoUQQjz00ENi4MCBfsfdd999YuTIkUqvPXz4cDF9+nS/mIEDB4qHH35YCCGE1+sV8fHx4vHHH/f9vq6uTjidTvHss89KXweizubDDz8UFotFbN261bfv6NGjwul0iry8vA6tGxF1PtJdUUuWLEFaWhqmTZuG0tJSlJaWIjExscnY6dOno0uXLi1uxcXFrdnwhB07diAjI8Nv3/jx47F9+/YWjxkzZgzsdrvfMV9//TWOHDnSYrm7du1CQ0OD1Gu7XC4UFhYGxGRkZPhiDh8+jLKyMr8Yu92OMWPGtHgORJ3d2LFj0dDQgB/96Ee+fRdffDEqKirwX//1Xx1aNyLqfCyygU6nEzabDZGRkYiPj28xduHChXjwwQdbjOndu7d8LSWUlZUhLi7Ob19cXBzKyspaPKZv374BxzT+Ljk5udly3W43ysvLkZCQcMHXLi8vh8fjaTGm8b9NxXAgJRERkRzpxEZFr1690KtXr7YoukWapvn9LIQI2CdzzPf3Bxvz/X2tFUNERERNa5PHvTuiKyo+Pj6gdebkyZMBLSAyx+A7LSfNxVgsFvTo0UPqtWNjY2E2m1uMaWwFUz0HIiIi+j9KiY3NZoPH47lg3MKFC7F79+4Wt9buikpLS0NBQYHfvo0bNyI9Pb3FY7Zs2QKXy+V3TO/evX1dVM2Vm5qaCqvVKvXaNpsNKSkpATEFBQW+mOTkZMTHx/vFuFwubN68ucVzICIiou9QGWk8bdo0cdVVV4nDhw+Lb775Rng8nrYb1qzoo48+EmazWTz++ONi//794vHHHw945Prpp58W1157re/niooKERcXJ37xi1+IvXv3ijfffFPExMQ0+bj3nDlzxL59+8TKlSsDHveWee3Gx71Xrlwp9u3bJ2bPni2ioqLEkSNHfDGPP/64cDqd4s033xR79+4Vv/jFL/i4NxERkQKlxObAgQNi5MiRIiIiwnCPewshxOuvvy4GDBggrFarGDhwoFi3bp3f7+fNmyeSkpL89n3++edi9OjRwm63i/j4eDF//nzfo96NNm3aJIYNGyZsNpvo27evWL58ufJrCyHEsmXLRFJSkrDZbOLKK68Umzdv9vu91+sV8+bNE/Hx8cJut4urr75a7N27V+dVISIiCh9cK4qIiIhCBteKIiIiopDBxIaIiIhCBhMbIiIiChlMbIiIiChkMLEhIiKikMHEhoiIiEIGExsiIiIKGUxsiIiIKGQwsSEiIqKQwcSGiIiIQgYTGyIiIgoZ/x9Q+TWHiFjBLgAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, @@ -387,9 +383,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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