From b017f07444296c7a2a1f2fa8214110f74e1dff31 Mon Sep 17 00:00:00 2001 From: Kush Banker Date: Fri, 21 Jul 2023 15:49:18 +0100 Subject: [PATCH 1/5] Added basic cmb sims from pixell --- run_sims.ipynb | 311 ++++--- test_scalCls.dat | 2199 ++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 2385 insertions(+), 125 deletions(-) create mode 100644 test_scalCls.dat diff --git a/run_sims.ipynb b/run_sims.ipynb index bbbe470..f7aba5e 100644 --- a/run_sims.ipynb +++ b/run_sims.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 30, "metadata": { "id": "lOkPyRZEQWsm" }, @@ -23,6 +23,7 @@ "from matplotlib.colors import LogNorm\n", "import pandas as pd\n", "import h5py\n", + "from pixell import enmap, powspec, enplot\n", "\n", "from astropy.constants import M_sun\n", "from astropy.constants import G, sigma_T, m_e, c, h, k_B\n", @@ -54,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -72,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -81,45 +82,39 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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3li5dqptvvrk96wMAALiqVoeZ+vp6Pf300xowYID27t2rf//3f9fq1as1ZMiQjqgPAADgqlp1m2nu3Ll67rnnFB8fr9dee63Z204AAACdqVVhZsaMGYqIiNCAAQO0dOlSLV26tNl+b7zxRrsUBwAAcC2tCjN/+7d/e82PZgMAAHSmVoWZJUuWdFAZAAAAbcPXGQAAAKvxdQZd0PW6PD6uriv/d79ef/fr9Ssh+CoQtBYzMwAAwGqEGQAAYDXCDAAAsBphBgAAWI0wAwAArEaYAQAAViPMAAAAqxFmAACA1QgzAADAaqwADKDddebKq277WW5bcdfGmrsyVi1uG2ZmAACA1QgzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACs5miY2bRpk8aOHauEhAR5PB69+eabIcfz8/Pl8XhCthEjRjhTLAAAcCVHw0xjY6PS09O1cOHCK/a56667dPTo0eC2Zs2aTqwQAAC4naOL5uXm5io3N/eqfbxer+Lj41t8zkAgoEAgENz3+/1trg8AALif61cA3rhxo2JjY3XDDTdo5MiRevbZZxUbG3vF/qWlpSopKenECgF0FFZDBdASrn4AODc3V8uWLdO7776rF154Qdu3b9fo0aNDZl6+qLCwUPX19cGttra2EysGAACdzdUzM+PGjQv+eciQIcrIyFBycrLeeecd5eXlNfsar9crr9fbWSUCAACHuXpm5ot8Pp+Sk5O1f/9+p0sBAAAuYVWYOXHihGpra+Xz+ZwuBQAAuISjt5lOnz6tAwcOBPerq6u1e/du9enTR3369FFxcbEeeOAB+Xw+1dTUaObMmerbt6/uv/9+B6sGAABu4miY2bFjh0aNGhXcLygokCRNmDBBZWVl2rNnj1555RWdOnVKPp9Po0aN0sqVKxUVFeVUyQAAwGUcDTPZ2dkyxlzx+Pr16zuxGgAAYCOrnpkBAAD4IsIMAACwGmEGAABYzdWL5qFrYMl6AMCXwcwMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAAGA1wgwAALAaYQYAAFiNMAMAAKxGmAEAAFYjzAAAAKsRZgAAgNUIMwAAwGqEGQAAYDXCDAAAsBphBgAAWI0wAwAArEaYAQAAViPMAAAAqxFmAACA1QgzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVwpwuAACuJ/1nvON0CUCLXE/vVWZmAACA1QgzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACs5miY2bRpk8aOHauEhAR5PB69+eabIceNMSouLlZCQoIiIiKUnZ2tvXv3OlMsAABwJUfDTGNjo9LT07Vw4cJmj8+dO1fz5s3TwoULtX37dsXHx2vMmDFqaGjo5EoBAIBbObpoXm5urnJzc5s9ZozR/PnzVVRUpLy8PEnS0qVLFRcXp+XLl+uxxx5r9nWBQECBQCC47/f7279wAADgGq5dAbi6ulp1dXXKyckJtnm9Xo0cOVJbtmy5YpgpLS1VSUlJZ5UJANa7nlaCRdfk2geA6+rqJElxcXEh7XFxccFjzSksLFR9fX1wq62t7dA6AQCAs1w7M3OJx+MJ2TfGNGm7nNfrldfr7eiyAACAS7h2ZiY+Pl6SmszCHDt2rMlsDQAA6LpcG2ZSUlIUHx+vioqKYNu5c+dUWVmprKwsBysDAABu4uhtptOnT+vAgQPB/erqau3evVt9+vTRzTffrKlTp2r27NlKTU1VamqqZs+ercjISI0fP97BqgEAgJs4GmZ27NihUaNGBfcLCgokSRMmTNCSJUs0ffp0nT17VpMmTdLJkyc1fPhwbdiwQVFRUU6VDAAAXMZjjDFOF9GR/H6/YmJiVF9fr+jo6HY/Px9pBAB0ZTVz7umQ87bm+u3aZ2YAAABagjADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAAGA1wgwAALAaYQYAAFiNMAMAAKxGmAEAAFYjzAAAAKsRZgAAgNUIMwAAwGqEGQAAYDXCDAAAsBphBgAAWI0wAwAArEaYAQAAViPMAAAAqxFmAACA1QgzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAAGA1wgwAALAaYQYAAFiNMAMAAKxGmAEAAFYjzAAAAKsRZgAAgNUIMwAAwGqEGQAAYDXCDAAAsJqrw0xxcbE8Hk/IFh8f73RZAADARcKcLuBaBg8erN/+9rfB/e7duztYDQAAcBvXh5mwsDBmYwAAwBW5+jaTJO3fv18JCQlKSUnR9773PR08ePCq/QOBgPx+f8gGAACuX64OM8OHD9crr7yi9evXa/Hixaqrq1NWVpZOnDhxxdeUlpYqJiYmuCUlJXVixQAAoLN5jDHG6SJaqrGxUV/5ylc0ffp0FRQUNNsnEAgoEAgE9/1+v5KSklRfX6/o6Oh2r6n/jHfa/ZwAANiiZs49HXJev9+vmJiYFl2/Xf/MzOV69eqlr33ta9q/f/8V+3i9Xnm93k6sCgAAOMnVt5m+KBAI6MMPP5TP53O6FAAA4BKuDjPTpk1TZWWlqqur9f777+vBBx+U3+/XhAkTnC4NAAC4hKtvMx0+fFjf//73dfz4cfXr108jRozQtm3blJyc7HRpAADAJVwdZlasWOF0CQAAwOVcfZsJAADgWggzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAAGA1wgwAALAaYQYAAFiNMAMAAKxGmAEAAFYjzAAAAKsRZgAAgNUIMwAAwGqEGQAAYDXCDAAAsBphBgAAWI0wAwAArEaYAQAAViPMAAAAqxFmAACA1QgzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAAGA1wgwAALAaYQYAAFiNMAMAAKxGmAEAAFYjzAAAAKsRZgAAgNWsCDOLFi1SSkqKevbsqWHDhmnz5s1OlwQAAFzC9WFm5cqVmjp1qoqKirRr1y5961vfUm5urg4dOuR0aQAAwAVcH2bmzZunRx55RI8++qhuu+02zZ8/X0lJSSorK3O6NAAA4AJhThdwNefOndPOnTs1Y8aMkPacnBxt2bKl2dcEAgEFAoHgfn19vSTJ7/d3SI0XA2c65LwAANigo66vl85rjLlmX1eHmePHj+vChQuKi4sLaY+Li1NdXV2zryktLVVJSUmT9qSkpA6pEQCArixmfseev6GhQTExMVft4+owc4nH4wnZN8Y0abuksLBQBQUFwf2LFy/q008/1Y033njF17SE3+9XUlKSamtrFR0d3ebzgLFsT4xl+2Es2wfj2H66+lgaY9TQ0KCEhIRr9nV1mOnbt6+6d+/eZBbm2LFjTWZrLvF6vfJ6vSFtN9xwQ7vVFB0d3SXfVB2BsWw/jGX7YSzbB+PYfrryWF5rRuYSVz8AHB4ermHDhqmioiKkvaKiQllZWQ5VBQAA3MTVMzOSVFBQoIcfflgZGRnKzMzUSy+9pEOHDunxxx93ujQAAOACrg8z48aN04kTJ/STn/xER48e1ZAhQ7RmzRolJyd3ah1er1ezZs1qcgsLrcdYth/Gsv0wlu2DcWw/jGXLeUxLPvMEAADgUq5+ZgYAAOBaCDMAAMBqhBkAAGA1wgwAALAaYeYyixYtUkpKinr27Klhw4Zp8+bNV+1fWVmpYcOGqWfPnrrlllv0L//yL51Uqfu1ZizfeOMNjRkzRv369VN0dLQyMzO1fv36TqzWvVr7nrzkd7/7ncLCwvQXf/EXHVugRVo7loFAQEVFRUpOTpbX69VXvvIV/epXv+qkat2ttWO5bNkypaenKzIyUj6fTz/4wQ904sSJTqrWvTZt2qSxY8cqISFBHo9Hb7755jVfw3XnCgyMMcasWLHC9OjRwyxevNhUVVWZp556yvTq1ct8/PHHzfY/ePCgiYyMNE899ZSpqqoyixcvNj169DC//vWvO7ly92ntWD711FPmueeeMx988IHZt2+fKSwsND169DC///3vO7lyd2ntOF5y6tQpc8stt5icnByTnp7eOcW6XFvG8jvf+Y4ZPny4qaioMNXV1eb99983v/vd7zqxandq7Vhu3rzZdOvWzSxYsMAcPHjQbN682QwePNjcd999nVy5+6xZs8YUFRWZ119/3Ugyq1atump/rjtXRpj5P7fffrt5/PHHQ9puvfVWM2PGjGb7T58+3dx6660hbY899pgZMWJEh9Voi9aOZXMGDRpkSkpK2rs0q7R1HMeNG2f+4R/+wcyaNYsw839aO5Zr1641MTEx5sSJE51RnlVaO5b/9E//ZG655ZaQthdffNEkJiZ2WI02akmY4bpzZdxmknTu3Dnt3LlTOTk5Ie05OTnasmVLs6/ZunVrk/7f/va3tWPHDv35z3/usFrdri1j+UUXL15UQ0OD+vTp0xElWqGt41heXq4//elPmjVrVkeXaI22jOXbb7+tjIwMzZ07VzfddJMGDhyoadOm6ezZs51Rsmu1ZSyzsrJ0+PBhrVmzRsYYffLJJ/r1r3+te+65pzNKvq5w3bky168A3BmOHz+uCxcuNPnyyri4uCZfcnlJXV1ds/3Pnz+v48ePy+fzdVi9btaWsfyiF154QY2Njfqbv/mbjijRCm0Zx/3792vGjBnavHmzwsL4X/uStozlwYMH9d5776lnz55atWqVjh8/rkmTJunTTz/t0s/NtGUss7KytGzZMo0bN06fffaZzp8/r+985zv62c9+1hklX1e47lwZMzOX8Xg8IfvGmCZt1+rfXHtX1NqxvOS1115TcXGxVq5cqdjY2I4qzxotHccLFy5o/PjxKikp0cCBAzurPKu05j158eJFeTweLVu2TLfffrvuvvtuzZs3T0uWLOnyszNS68ayqqpKf/d3f6cf//jH2rlzp9atW6fq6mq+X6+NuO40j3++Serbt6+6d+/e5F8Wx44da5KCL4mPj2+2f1hYmG688cYOq9Xt2jKWl6xcuVKPPPKI/u3f/k133nlnR5bpeq0dx4aGBu3YsUO7du3SlClTJH1+QTbGKCwsTBs2bNDo0aM7pXa3act70ufz6aabblJMTEyw7bbbbpMxRocPH1ZqamqH1uxWbRnL0tJSfeMb39Df//3fS5LS0tLUq1cvfetb39I//uM/dunZhNbiunNlzMxICg8P17Bhw1RRURHSXlFRoaysrGZfk5mZ2aT/hg0blJGRoR49enRYrW7XlrGUPp+Ryc/P1/Lly7mXrtaPY3R0tPbs2aPdu3cHt8cff1xf/epXtXv3bg0fPryzSnedtrwnv/GNb+jIkSM6ffp0sG3fvn3q1q2bEhMTO7ReN2vLWJ45c0bduoVearp37y7p/2cV0DJcd67CoQePXefSxw1/+ctfmqqqKjN16lTTq1cvU1NTY4wxZsaMGebhhx8O9r/0Ebkf/ehHpqqqyvzyl7/kI3L/p7VjuXz5chMWFmZ+/vOfm6NHjwa3U6dOOfUruEJrx/GL+DTT/2vtWDY0NJjExETz4IMPmr1795rKykqTmppqHn30Uad+Bddo7ViWl5ebsLAws2jRIvOnP/3JvPfeeyYjI8PcfvvtTv0KrtHQ0GB27dpldu3aZSSZefPmmV27dgU/5s51p+UIM5f5+c9/bpKTk014eLj5y7/8S1NZWRk8NmHCBDNy5MiQ/hs3bjRDhw414eHhpn///qasrKyTK3av1ozlyJEjjaQm24QJEzq/cJdp7XvycoSZUK0dyw8//NDceeedJiIiwiQmJpqCggJz5syZTq7anVo7li+++KIZNGiQiYiIMD6fzzz00EPm8OHDnVy1+/zHf/zHVf/u47rTch5jmOcDAAD24pkZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBqhBkAjqmpqZHH49Hu3bvbpe+SJUt0ww03hLS99NJLSkpKUrdu3TR//vxW1ffRRx8pPj5eDQ0N1+wbCAR08803a+fOna36GQC+PMIMgGvKz8+Xx+ORx+NRWFiYbr75Zj3xxBM6efKk06WFGDdunPbt2xfc9/v9mjJlip5++mn993//t374wx8qOztbU6dObdH5ioqKNHnyZEVFRV2zr9fr1bRp0/T000+3tXwAbUSYAdAid911l44ePaqamhq9/PLLWr16tSZNmuR0WSEiIiIUGxsb3D906JD+/Oc/65577pHP51NkZGSLz3X48GG9/fbb+sEPftDi1zz00EPavHmzPvzww1bVDeDLIcwAaBGv16v4+HglJiYqJydH48aN04YNG0L6lJeX67bbblPPnj116623atGiRSHHP/jgAw0dOlQ9e/ZURkaGdu3aFXL85MmTeuihh9SvXz9FREQoNTVV5eXlIX0OHjyoUaNGKTIyUunp6dq6dWvw2OW3mZYsWaKvfe1rkqRbbrlFHo9H+fn5qqys1IIFC4IzTTU1Nc3+vv/6r/+q9PR0JSYmBtuys7ODr7t8u3SOG2+8UVlZWXrttddaPK4AvrwwpwsAYJ+DBw9q3bp16tGjR7Bt8eLFmjVrlhYuXKihQ4dq165dmjhxonr16qUJEyaosbFRf/3Xf63Ro0fr1VdfVXV1tZ566qmQ8z7zzDOqqqrS2rVr1bdvXx04cEBnz54N6VNUVKTnn39eqampKioq0ve//30dOHBAYWGhf52NGzdOSUlJuvPOO/XBBx8oKSlJERER2rdvn4YMGaKf/OQnkqR+/fo1+ztu2rRJGRkZIW1vvPGGzp07F9yfPHmy9u7dq7i4uGDb7bffrs2bN7diNAF8WYQZAC3ym9/8Rr1799aFCxf02WefSZLmzZsXPP7Tn/5UL7zwgvLy8iRJKSkpqqqq0i9+8QtNmDBBy5Yt04ULF/SrX/1KkZGRGjx4sA4fPqwnnngieI5Dhw5p6NChwRDRv3//JnVMmzZN99xzjySppKREgwcP1oEDB3TrrbeG9IuIiNCNN94o6fPAEh8fL0kKDw9XZGRkcP9KampqNGzYsJC2Pn36BP/8z//8z3r33Xf1/vvvKyIiIth+0003XXG2B0DHIMwAaJFRo0aprKxMZ86c0csvv6x9+/bpySeflCT9z//8j2pra/XII49o4sSJwdecP39eMTExkqQPP/xQ6enpIc+tZGZmhvyMJ554Qg888IB+//vfKycnR/fdd5+ysrJC+qSlpQX/7PP5JEnHjh1rEma+rLNnz6pnz57NHlu7dq1mzJih1atXa+DAgSHHIiIidObMmXatBcDV8cwMgBbp1auXBgwYoLS0NL344osKBAIqKSmRJF28eFHS57eadu/eHdz++Mc/atu2bZIkY8w1f0Zubq4+/vhjTZ06VUeOHNFf/dVfadq0aSF9Lr+15fF4Qn5+e+rbt2+zn9aqqqrS9773Pc2ZM0c5OTlNjn/66adXvHUFoGMQZgC0yaxZs/T888/ryJEjiouL00033aSDBw9qwIABIVtKSookadCgQfrP//zPkGdgLgWdy/Xr10/5+fl69dVXNX/+fL300kvtWnd4eLguXLhwzX5Dhw5VVVVVSNuJEyc0duxY5eXl6Uc/+lGzr/vjH/+ooUOHtkutAFqGMAOgTbKzszV48GDNnj1bklRcXKzS0lItWLBA+/bt0549e1ReXh58rmb8+PHq1q2bHnnkEVVVVWnNmjV6/vnnQ8754x//WG+99ZYOHDigvXv36je/+Y1uu+22dq27f//+ev/991VTU6Pjx49fcVbn29/+trZu3RoSfPLy8hQREaHi4mLV1dUFt8v7bN68udkZGwAdhzADoM0KCgq0ePFi1dbW6tFHH9XLL78c/Ej0yJEjtWTJkuDMTO/evbV69WpVVVVp6NChKioq0nPPPRdyvvDwcBUWFiotLU133HGHunfvrhUrVrRrzdOmTVP37t01aNAg9evXT4cOHWq23913360ePXrot7/9bbBt06ZN2rt3r/r37y+fzxfcamtrJUlbt25VfX29HnzwwXatGcDVeUxLbmQDQBe0aNEivfXWW1q/fn2L+n/3u9/V0KFDNXPmzA6uDMDl+DQTAFzBD3/4Q508eVINDQ3X/EqDQCCg9PT0Kz5LA6DjMDMDAACsxjMzAADAaoQZAABgNcIMAACwGmEGAABYjTADAACsRpgBAABWI8wAAACrEWYAAIDVCDMAAMBq/wtf3lBeGS5tHQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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27, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -221,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -230,19 +225,17 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -258,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 17, "metadata": { "scrolled": true }, @@ -269,16 +262,16 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "2.0780684899743705e-05" + "2.0780683210418443e-05" ] }, - "execution_count": 31, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -289,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 19, "metadata": { "scrolled": true }, @@ -298,7 +291,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "-110.63221667318591 uK\n" + "-110.63220767955556 uK\n" ] } ], @@ -311,19 +304,17 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", 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", 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\n", 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", 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DI488guDgYJjNZnh7e6NLly4A4DQsoGkaevXqZX/u5eWFJk2aICQkBO3atbMvr1WrFurWrYvjx4/bl93Yjvz8fCiliv3eDx06hNOnT2PIkCEOQ3JVq1bFwIEDsXPnTqeu8H79+jk8b9OmDa5du2bvhq9duzb69u2L999/HzabDQBw4cIFfPbZZ3jsscfg5eUFAPjyyy/h7+/vNIRVMJy5ZcuWItsdFxeH4OBgh89+48aNOH36tMO57PPPP0e3bt0QGhrqsK/i4uIAXL+4AQC2bt2KatWqOb23Rx55pMg2lNSOHTvwxx9/OA3bhoWF4Z577nF636U5Rgr85S9/cXjeqVMnhIeHY+vWrbrtLe7n1K1bN4eLRYKCgops140aNWqEPn36YP78+fZj+aOPPsK5c+cwbtw43XYCQK9evRyO4xYtWgCA08UnBcvT0tLsy4rzvQWc92nBsSLZp+Wdlzs2omkahg8fjjfffBPXrl1D06ZNCx1vLjBixAjEx8fjl19+QfPmzZGYmAiLxWKfP6MnJCREVM7Hxwe33367qGxR8xwKs3HjRtx///2499578eGHH+r+gbxZYmIixowZg7/+9a8ux1D1/P7777h48SJ8fHwKfb2wS331xMfHIzIyEgMHDsTFixcBwP6H4/Lly8jKyip0PF3i9OnT6NmzJ+rXr49PP/3Uqd0tW7YU/fG78cRQu3ZtXLt2DVevXkWVKlUcyp0/f143KB0xYgTuv/9+tG/f3v5+r127BgDIzs6GxWJBtWrVoJTCiBEjcPfdd+O9996zr//nP/8ZWVlZeOKJJ/Dggw/C399ft/2FadGiBdq3b29/3rNnTxw/fhwTJ07Eo48+iho1aog/78uXL6Nz587w9fXFSy+9hKZNm6JKlSo4ceIE7r//fvzxxx8O61WpUsVpzo6Pjw9q1arltA0fHx/7/gHgNCcnMTERw4YNQ4MGDXD48GFcuXJFd5+cO3cOQOHf69DQUNhsNly4cMHh861du7ZDOYvFAgAO723EiBFYuXIlkpOT0aNHD3z88cfIyclx+IN97tw5BAcHO32H69atCy8vL3vbCuPl5YUhQ4bgrbfewsWLF1GjRg0kJSUhJCQEPXr0sJf7/fffsXbtWqd9VaDgczt37lyhPxiCg4OLbMONGjRogNTUVFFZvX2enJzssKw0x0iBwt5HcHCwy318Y3uL8zndfHwA14+Rm4/9wjz55JPo3r07kpOTERsbi3nz5iEmJgZ/+tOfdNcF4LRPCr6vRS0v2FfF/d56eXk5vc+CfSzZp+WdW4IX4HoE/K9//QsLFizAtGnTXJZ9+OGHkZCQgKSkJEybNg0ffPAB7rvvPtSsWVO0LWmwcOzYMURERIjKbt26VZSPZuPGjbjvvvvQpUsXrFy5ssg/JEVJTEzEqFGjMHToUCxYsKDYgc+NAgMDUbt2bWzYsKHQ10tymfpPP/2E48ePF/pZdOvWDQEBAfY/8sWRnZ2NXr16wWazYf369YUGQI0bN9b9ZQQAkydPxpQpUwBc78kDgP3796NDhw72MhkZGTh79iwiIyNd1nXgwAEcOHAAn3zySaHtadu2Lfbt24fff/8d6enphU7mi46OxpIlS3Ds2DG0atVKt/1Sbdq0wcaNG/Hrr7/ijjvuEH/eX375JU6fPo2UlBT7rzYAJfrc9OzatcvhecH3rUePHti0aRPWrl2Lhx56yGUdBSfg9PR0p9dOnz4Nk8kkPjfcqEePHggNDUViYiJ69OiBxMREdOjQAS1btnTY9nfffQellMN3MTMzE/n5+bppAoYPH46ZM2di2bJlGDx4MNasWYMJEyY4/BgKDAxEmzZtijwvFlyaX7t2bXz//fdOr0sn7Pbo0QNvvfUWdu7ciY4dO7osq7fPyyI9QmHvIyMjA02aNNFdt7SfU3Hcc889iIyMxNy5c1G1alX88MMPWLp0qWH1F6W439v8/HycO3fOIYAp2MeFBW+exm3BS7169fD3v/8dv/zyC4YOHeqybM2aNXHfffdhyZIliImJQUZGhnjIqDgKho0kmjVrpltm06ZNuO+++3DXXXdh9erV9l97UklJSRg1ahQeffRRvPvuu6UKXACgT58+WLZsGaxWq8Mf7tJYtmyZ06+mDRs2YMaMGViwYEGJ/jjn5uZiwIABOHbsGL755psirz5Zu3atyys8CtyYh6Vnz57w9fVFUlKSwz4ouMLhvvvuc1lXYd2rSUlJeP/997F69WrUq1cPwPVj1tfXFzt37nQqv2PHDphMJnGPoNS+ffsAAHXq1AEg/7wLjqubj8+FCxca2j4ADr1FNxo5ciRmzpyJiRMnonPnzvb9eKNPP/0U999/P5o1a4Z69erho48+wjPPPGNv/5UrV7By5Ur7FUjFZTabMWTIEMyZMwdff/01du/e7bQPunfvjhUrVmD16tUYMGCAfXlB7iW9PEstWrRAhw4dkJiYCKvVipycHKcr3/r06YP169ejcePGLoOwbt26YcWKFVizZo3D0NFHH30ker9PPfUU3nvvPYwdOxZbt251+oGg/nv13YABAxATEwM/Pz8sXboUgwYNspc5efIkvvzyS6fhGSN8+OGHDkP+27dvx/HjxzFq1Cj7sqJ6R0r7ORXX+PHj8fjjjyMrKwtBQUEO+6islOR7++GHH2L8+PH25wXHSkkSw5Y7ZTWZRjqJs6g8Lxs3blQAVP369VX9+vWdZuy7mrBb2ETKsvb1118rPz8/1bBhQ/Xll186XT1z46Sr999/X5nNZvX+++/bl61YsUKZTCb1pz/9SX377bdO69+YJ+bKlSvqk08+UZ988ol6+umnFQA1ZcoU9cknn6j169fby+Xn56u4uDhVq1YtNXXqVPXFF1+ozZs3q6SkJDV06FD16aef2stmZmba63zsscfsEzw/+eQTlZKS4vK9F/VZF3xGerkvxo4dqwCol19+2el9HzlyxOW6Ei+99JLSNE394x//UCkpKWrmzJnKYrGo0aNHO5Qr7HMpTFHHWUJCggKghgwZoj7//HP1xRdfqDFjxigAauTIkQ5lCybU6eXSKdi3iYmJ9n3y+eefqxEjRjhNcpR+3mfPnlU1a9ZUbdu2VZ9++qlau3ateuihh9Rtt93m9J0aOnSo8vf3d2pXly5dVKtWrZyWh4eHq969e7t8TwW+++47VadOHVWnTh01depUtWnTJpWSkqLeeecd1aVLF1WjRg172YKrjXr16qU+++wztWLFChUdHV3k1UY3fzYF+/Hm/X3o0CH7ecbPz8/pKpKCq1iqVaumZs+erZKTk9XkyZOVt7e37tVGBRYuXGjfxo2TiwucPn1ahYeHq+bNm6v58+erLVu2qHXr1ql58+ap3r172/PgXLlyRTVt2lQFBASouXPnqo0bN6onn3xSfLWRUkqtXbtWValSRTVs2FDNmjVLbdmyRW3ZskW99dZbql27dur222+3ly242mjIkCFq/fr16oMPPlBNmjQp9Gqj0hwjN15tNHLkSLVhwwb1zjvvqLp166p69eqpc+fO2csWfL7z589X3333nf2cU5zPCYCKj48vtF3SPD1Xr15VtWvXVgDUCy+8IFqn4Hw4c+ZMh+UFF7TcnNfo5vNqcb+3RV1tFBcXJ2pveVdugxer1arCwsIUAPX88887vV7egpeCbRf1uPFqoBv/IBUo+GNW1OPGk66rq6Runomfl5enZs2apdq2bat8fX1V1apVVfPmzdWYMWPU4cOH7eUKvkCFPfSSCBb1We/fv18BUM8995zL9bt06VLkto1K+vXGG2+opk2b2r/QkydPVrm5uYW+D70/AkUdZ1arVb3zzjuqffv2qkaNGqp69eqqXbt2au7cuU7bGjhwoPLz87NfBlqUwq42CggIULfffruaPXu2U/JD6ee9fft2FRMTo6pUqaLq1KmjRo0apX744Qe3Bi9KXb/K49lnn1WtWrVSVapUURaLRTVp0kSNGTNG7d+/36Hs6tWrVYcOHZSvr6/y9/dX3bt3V99++61DmeIGL0op1alTJwVA/eUvfym0jefOnVOPP/64CgkJUV5eXio8PFxNmjTJad8X9ccvKytL+fn5KQDqnXfeKXQbZ86cUePHj1cRERHK29tb1apVS0VFRannn3/e4XLykydPqoEDB6qqVauqatWqqYEDB6rt27eLgxelrl8xM3bsWNWkSRNlsViUn5+fatmypUpISHDaP++++65q06aN8vHxUQEBAap///5OiR2NCl42bdqkhgwZomrUqGG/0unGY1Yppc6fP68eeOABVaNGDaVpmrrx97f0czIieFFKqWHDhikvLy918uRJUfnSBi9KFf97++OPP6quXbsqPz8/VatWLfW3v/1NnJ6gvNOUKsH0fyKB+fPnY+LEiTh69GiZXJnkyYKDgzFkyJBSTcgmqgiSkpIwfPhw7Nq1q8hhxvImNzcXDRs2xF133YUVK1bc6uY4GTZsGP7v//4Ply9fvtVNKTNum/NClc/WrVsxfvx4Bi43OXDgAK5evYpnn332VjeFiIrhzJkzOHToEBITE+03FaVbg8ELlZnCrtAhoFWrVsjOzr7VzSCiYlq3bh2GDx+OkJAQzJ8/X3x5NBmPw0ZERETkUdySYdcoX331Ffr27YvQ0FBomuZ0Uz2lFKZMmYLQ0FD7Da8OHDigW+/KlSvRsmVLWCwWtGzZEqtWrSqjd0BERESl5VHBy5UrV9C2bVuHlOg3evXVVzF79mzMnTsXu3btQnBwMO69915cunSpyDp37NiBwYMHY8iQIfjPf/6DIUOG4MEHH8R3331XVm+DiIiISsFjh400TcOqVavsScaUUggNDcWECRPsEyFzcnIQFBSEGTNmFJr5FAAGDx6M7OxsfPHFF/ZlPXv2RM2aNfHxxx+X+fsgIiKi4qkwE3ZTU1ORkZGB2NhY+zKLxYIuXbpg+/btRQYvO3bswFNPPeWwrEePHpgzZ06R28rJyXHI9Gqz2XD+/HnUrl271FlxiYjI/ZRSuHTpEkJDQx3uj2aka9euITc315C6fHx8nO4nVZlUmOCl4J4NN1+WGxQU5PJ+OBkZGYWu4+p+IdOnT8fUqVNL0VoiIiqPTpw4UeQtSkrj2rVriAivioxMqyH1BQcHIzU1tdIGMBUmeClwc8+HuulGXUasM2nSJCQkJNifZ2VloUGDBrgLveCFwu8MCwCmKn4u2wEAmk/R6zswCz46wZ2wNS/B3bKlv0IEdSlJXZI7eJtlbZJtT9BbJuhRU5J6AEBQTBnVg2cyridQ0ibNyFFomzF1idok3JRmldQlKCOoR7PZBC0CYBWUs+r/wRRtL1/4h1dQl5LUJWg38vIEDQKsl6+6fD1f5eEbtbZEN6yVyM3NRUamFcf3NET1aqXr2cm+ZEN41DHk5uYyePF0Bbf6zsjIcLgBXmZmpsskacHBwU69LHrrWCyWQm+66AVveGkughdN/w7Tmov1HSsTfHQmQfAiqkf4RRNsT0mCjgofvAjqMiroYPACTVKPsN2aJMoR1SUIXjRh8AJJOUHwIqnHJO01EAQvpnz9apRge8JAX9MEQY5y/jFrtKrVNFStVrpt2CS/gCo4j7rayJWIiAgEBwcjOTnZviw3Nxfbtm1Dp06dilwvJibGYR3g+t2hXa1DRERUElZlM+QBANHR0WjZsiXmzZt3i9+V+3lUz8vly5dx5MgR+/PU1FTs27cPtWrVQoMGDTBhwgS8/PLLuO2223Dbbbfh5ZdfRpUqVfDII4/Y13nsscdQr149TJ8+HQDw5JNP4u6778aMGTPQv39/fPbZZ9i8eTO++eYbt78/IiKq2GxQsEnHKV3UAQC7du1C9erVjWiWx/Go4GX37t3o1q2b/XnBvJOhQ4ciKSkJEydOxB9//IGxY8fiwoUL6NChAzZt2uQwhpmWluYwk7xTp05YtmwZXnjhBfzzn/9E48aNsXz5cnTo0MF9b4yIiIjEPDbPS3mSnZ2NgIAAdEV/13NeqlTRrUs8YdfLqAm7Bs55kUzY5ZwXznmRKo9zXiryhF1JPYZO2BXMeZFM2M2VTti94vL1fJWHFNunyMrKKpPejIK/E6cP1Tdkwm5os5Nl1lZP4FE9L0RERJ7MqhSspQzyS7t+RVBhJuwSERFR5cCeFwOZqvi5vBxa8/fXrUM+bGRMfhYlqUdSRrw9QRmjhnrE2zNoGEd4iaVoeMmoXDCefEWl4MelUTlcRMNBgGhISDJMJSqTLx02MmgISrI96VCWYHhJkwxBScp4y86ZemcxpXKBbFFVpWLkhN3o6GiYzWbEx8cjPj7eiOZ5DAYvREREbmKDgpVXG5Uah42IiIjIo7DnhYiIyE2MHDaqzBi8EBERuQmvNjIGh42IiIjIo7DnhYiIyE1skN1KU6+Oyo7BCxERkZtYDbjaqLTrVwQcNiIiInITqzLmAfCu0mQQzccbmot7G4kS0HnLPhJRcjlJsjfJ/YgEid4AQEnuSSRJGidI4ia6RxKECegk2xMlshM1SZikTrA9SQK6Cp+kTlKPIImbMEmdJuivFyWgkySWEx7jonsSWSXJGvXr0ST3GgKgiY5fwb2yJIkYpffvytM5/xp0Ly13qsx5Xhi8EBERuQnnvBiDwQsREZGb2KDBWsouUZtHd6kag3NeiIiIyKOw54WIiMhNbKr002s8cHqO4Ri8EBERuYnVgGGj0q5fEXDYiIiIiDwKe16IiIjchD0vxmDwQkRE5CY2pcEmStLkuo7KjsNGRERE5FHY82IksxdgcrFLRdlsBVlqAUCUzdaY7LnyDLvG1CXKZituUznMsCvJCCooooSHioQk26lRNEHGW3FdkoSvgl+pmrkcZtiVZv2VHE4mwfYkh4D0565B2XNFWXhFDQI0L9d/7jSbe1K/cdjIGOx5ISIichMrTIY8AN7biIiIiNxAGTDnRf13/cp8byP2vBAREZFHYc8LERGRm3DOizEYvBAREbmJVZlglc7uL7IOgxrjwThsRERERB6FPS9ERERuYoMGWyn7DWxg1wuDFyIiIjfhnBdjMHgxktkMmFxkDjMJom1JGcCtCegkyecAQHlL2qT/pbOJkt3Jvryi5HKCZG+SemziNgkKSZLUSZLdCbkz27hm4MYkCeEkP1I1m6xNpnxBsjdJIjvBZydOnCeoy2SVNKr8/UGUtEgJkx5qeok9Nc6i8CQMXoiIiNzEmAm7HDZi8EJEROQm1+e8lPLGjBw24tVGRERE5FnY80JEROQmthvuTVTyOjhsVKF6Xho2bAhN05we8fHxhZZPSUkptPwvv/zi5pYTEVFlUDDnpbSPyq5C9bzs2rULVqvV/vynn37Cvffei0GDBrlc79ChQw43t6pTp06ZtZGIiCovG0wVNs9LamoqRowYgd9//x1msxk7d+6Ev79/mWyrQgUvNwcdr7zyCho3bowuXbq4XK9u3bqoUaNGGbaMiIioYhs2bBheeukldO7cGefPn4fFYimzbVXYvqfc3FwsXboUI0aMgKaTv6Bdu3YICQlB9+7dsXXrVt26c3JykJ2d7fAgIiLSY1WaIY/y5sCBA/D29kbnzp0BALVq1YKXV9n1j1SonpcbrV69GhcvXsSwYcOKLBMSEoJFixYhKioKOTk5+OCDD9C9e3ekpKTg7rvvLnK96dOnY+rUqU7LNS8zNFPRu1QJEstJks9dr8ugBHSSxHLSJHWSBHSCNkmSvSmzMCGcoJxse4JtCZPGSYarDStjZOIxUcYwAzcnyGUhSS4nShonKAPIjgPNKkgaJ0l2Z9Utcr2c5HMRJGAzQbITZOcnGJhAUY9mMyixp0343krJasCEXWsJvmhfffUVZs6ciT179iA9PR2rVq3Cfffd51Bm/vz5mDlzJtLT09GqVSvMmTPHHozoOXz4MKpWrYp+/frh5MmTeOCBB/CPf/yj2O2UqrDBy+LFixEXF4fQ0NAiyzRr1gzNmjWzP4+JicGJEycwa9Ysl8HLpEmTkJCQYH+enZ2NsLAwYxpORERksCtXrqBt27YYPnw4Bg4c6PT68uXLMWHCBMyfPx933nknFi5ciLi4OBw8eBANGjQAAPsP/Ztt2rQJeXl5+Prrr7Fv3z7UrVsXPXv2RHR0NO69994yeT8VMng5fvw4Nm/ejE8//bTY63bs2BFLly51WcZisZTpWB4REVVMNmWCrZRXC9n+2yt585QFV3+b4uLiEBcXV2Sds2fPxsiRIzFq1CgAwJw5c7Bx40a8/fbbmD59OgBgz549Ra5fv359REdH23/I9+rVC/v27Suz4KVCznlJTExE3bp10bt372Kvu3fvXoSEhJRBq4iIqLIrGDYq7QMAwsLCEBAQYH8UBBnFlZubiz179iA2NtZheWxsLLZv3y6qIzo6Gr///jsuXLgAm82Gr776Ci1atChReyQqXM+LzWZDYmIihg4d6jRZaNKkSTh16hSWLFkC4Hpk2bBhQ7Rq1co+wXflypVYuXLlrWg6ERGR2IkTJxzSfJR0RODs2bOwWq0ICgpyWB4UFISMjAxRHV5eXnj55Zdx9913QymF2NhY9OnTp0TtEW2vzGq+RTZv3oy0tDSMGDHC6bX09HSkpaXZn+fm5uKZZ57BqVOn4Ofnh1atWmHdunXo1auXO5tMRESVhA0o9dVCBVOrq1ev7hC8lNbNV+YqpXSv1r2R3tCUkSpc8BIbG1vkLdKTkpIcnk+cOBETJ050Q6uIiIiMSlJ3ff3o6GiYzWbEx8cXmUleIjAwEGaz2amXJTMz06k3pryocMELERFRZbBr1y5Del58fHwQFRWF5ORkDBgwwL48OTkZ/fv3L3X9ZYHBCxERkZsYcW+ikqx/+fJlHDlyxP48NTUV+/btQ61atdCgQQMkJCRgyJAhaN++PWJiYrBo0SKkpaXh8ccfL1VbywqDFyOZTNcfRREkoJMklpOWkySXk5SxeQvbJEkIJ6hLkgjM5i0bh7UJ2iRqtyRJnTDHlahNkl0u2AXioXV3JuwU5tfSJI0X1CVJQGeyyholSkBnUIJBkzBJnSlPv4zNoGSFmibbT6Izhs2gjIZW2RdPM+uU09yTpM4GDbZSfuFKsv7u3bvRrVs3+/OCXGVDhw5FUlISBg8ejHPnzuHFF19Eeno6IiMjsX79eoSHh5eqrWWFwQsREZGbGNnzUpw5L127di1yPmiBsWPHYuzYsaVqm7sweCEiIvJARs158UQMXoiIiNzEmHsbVcj8ssXC4IWIiMhNbEqDrbR5XsrhXaXdjeEbERGRB4qOjkbLli0xb968W90Ut2PPCxERkZvYDBg2KkhSxzkvREREVOaMuas0B024B4iIiMijMHghIiJyEys0Qx4A57yQUbzMgMlFlkZB6k2llwXSXk5Ql7cko68xGWgBWfZcm2B7kuy5NuGRK8qeK6hLlqlX0iJZOUmvsKyMgVclSKoyKGkqAGiCDKyS7LmSMkqQORcANEHWWyXI1mvKNyjLMgAlyJ5rypN8MPobNEGwMwEo0dUwxmS01bxkB53SyXCuhJl6S8vIYaPKPOeFPS9ERETkUdjzQkRE5CZWwD7sU5o6KjsGL0RERG7Cq42MweCFiIjITYy8MWNlxj1ARETkgXi1EREREZU5BQ22Us55Uf9dvzJfbcTghYiIyE04bGQM7gEiIiLyKOx5MZAymVwmj1NeglhRUkZYlyQBnU1QjyT53PW6DEpAZ2CSOlGbBHVJEssZmThPlIBOkuxO2jstKCepS5PkCxMmstMEG5QkjRMlshMklgMAU75+GUnCO8nnK9kWAFnyQMMY93tXlPBOsKOUIJkhAGi6iT3d81vepjTYxF/Mouuo7Bi8EBERuYnVgLtKl3b9ioB7gIiIyAPxaiMiIiIqc0YOG/FqIyIiIipzNphgK+WgR2nXrwi4B4iIiMijsOeFiIjITaxKg7WUw0alXb8iYPBCRETkJrxU2hgMXoiIiNxEGXBXacUMuwxeDGU2X38UQZkECZcECcyu1yVIvqablEmWxE2SDA1wbwI6q6AeaV1KUMaoZHfS7YkS0EkS2Ql/oLnzXChJGgfIEt7JEtAJyuRLv3f6ZUz5+g2XfC5Kk/66liRpM+aXuqZkCeFEPQOCnWkSJA+UnAsBQLk4NwOAgvBER+UCwzciIiI3sUIz5AEwzwsRERG5gU2Vfs5KwR0RKnOeF/a8EBERkUdhzwsREZGb2AyYsFva9SuCCrUHpkyZAk3THB7BwcEu19m2bRuioqLg6+uLRo0aYcGCBW5qLRERVTY2aIY8KrsK1/PSqlUrbN682f7c7GKGeWpqKnr16oXRo0dj6dKl+PbbbzF27FjUqVMHAwcOdEdziYiIqJgqXPDi5eWl29tSYMGCBWjQoAHmzJkDAGjRogV2796NWbNmMXghIiLDMcOuMSrUsBEAHD58GKGhoYiIiMBDDz2E3377rciyO3bsQGxsrMOyHj16YPfu3cjLyyvrphIRUSVTMOeltI/KrkL1vHTo0AFLlixB06ZN8fvvv+Oll15Cp06dcODAAdSuXdupfEZGBoKCghyWBQUFIT8/H2fPnkVISEih28nJyUFOTo79eXZ29vX/mE3XH0URJKBTgsRyAKC8BAnvRAnojEksB8iStBmVgE6aEM7mLSkj2Qf69UiSzwGATZKAzrBEdrKkYqIfcpIyksRysiZBs+lvUJaATr+MSZifTLbP9dttku4EEYM+GNFnJzsXSA47Sb47ZROc52zCfal7rmNvhiepUOFbXFwcBg4ciNatW+PPf/4z1q1bBwB4//33i1xHuymLpfrvN+rm5TeaPn06AgIC7I+wsDADWk9ERBWdDZr9/kYlfjDQqljBy838/f3RunVrHD58uNDXg4ODkZGR4bAsMzMTXl5ehfbUFJg0aRKysrLsjxMnThjabiIiqpiUAVcaKQYvFWvY6GY5OTn4+eef0blz50Jfj4mJwdq1ax2Wbdq0Ce3bt4e3d9HjBBaLBRaLxdC2EhFRxce7ShujQvW8PPPMM9i2bRtSU1Px3Xff4YEHHkB2djaGDh0K4HqPyWOPPWYv//jjj+P48eNISEjAzz//jPfeew+LFy/GM888c6veAhERkQjvbVRBnDx5Eg8//DDOnj2LOnXqoGPHjti5cyfCw8MBAOnp6UhLS7OXj4iIwPr16/HUU09h3rx5CA0NxZtvvsnLpImIqEwYmWG3Mt/bqEIFL8uWLXP5elJSktOyLl264IcffiijFhEREf0Ph42MUaGGjYiIiKjiq1A9L0REROWZEfcm4qXSDF6IiIjchsNGxmDwYiBlMkGZih6JE2XFFWTnBGSZcSV1iTLsCsqI6xJk/RVl6hVkvAUAm48x2XONKgPI3p/y0s8aKsrUK8wcK0p7a1AiV1k6X0Cz6ldmEmXYFXwPBFl4AcDF1/uGDUrKGLUzZSSZcTWbfj02QRkA0CTHpqAuo85z18u5/vAUU+57FAYvREREbsKeF2MweCEiInITBi/GYD8ZEREReRT2vBAREbkJe16MweCFiIjITRRKf6mzcVO5PReDFyIiIjdhz4sxOOeFiIiIPAqDFyIiIjcp6Hkp7aO8OXToEG6//Xb7w8/PD6tXry6z7XHYyEhm7fqjCEYljZOWkyQokySNk7ZJlFxOlKBNUI+3sE2CxHFWH2PqsfnIRqJF+8BbkKROUAbCJHXK5L4kdZpNeOIVJKBTeYLka3mCeqT7SZBczrC/K9JkfkpwrIg+F0kZ484FmqBRSrI94flJXK6MVdRho2bNmmHfvn0AgMuXL6Nhw4a49957y2x77HkhIiIiw6xZswbdu3eHv79/mW2DwQsREZGb3Kpho6+++gp9+/ZFaGgoNE0rdEhn/vz5iIiIgK+vL6KiovD111+X6D2uWLECgwcPLtG6UgxeiIiI3EQpzZBHcV25cgVt27bF3LlzC319+fLlmDBhAp5//nns3bsXnTt3RlxcHNLS0uxloqKiEBkZ6fQ4ffq0vUx2dja+/fZb9OrVq/g7pxg454WIiMgDZWdnOzy3WCywWCyFlo2Li0NcXFyRdc2ePRsjR47EqFGjAABz5szBxo0b8fbbb2P69OkAgD179ui26bPPPkOPHj3g6+srfRslwp4XIiIiN7FBM+QBAGFhYQgICLA/CoKM4srNzcWePXsQGxvrsDw2Nhbbt28vVl3uGDIC2PNCRETkNkZebXTixAlUr17dvryoXhc9Z8+ehdVqRVBQkMPyoKAgZGRkiOvJysrC999/j5UrV5aoHcXB4IWIiMgDVa9e3SF4KS3tplQASimnZa4EBATg999/N6w9rjB4ISIicpOSTri9uQ4jBQYGwmw2O/WyZGZmOvXGlBcMXoykadcfRRAlqROUMbIuUSI7YQIvmxsT50mSxknLicpY9BNqSZLdAbJkdspHkDHMS5B5zEtQDwDN7L5bvSmr8MSbrz8lzypIVqjl6tejcoVt0iT7SdAmSTXCj0SSOE6SEE7y/ZUeJ5KEd7JzmDH1SMqJEuIZwMhho+joaJjNZsTHxyM+Pr7E9fn4+CAqKgrJyckYMGCAfXlycjL69+9fqraWFQYvREREbmJkz8uuXbvEw0aXL1/GkSNH7M9TU1Oxb98+1KpVCw0aNEBCQgKGDBmC9u3bIyYmBosWLUJaWhoef/zxUrW1rDB4ISIiquB2796Nbt262Z8nJCQAAIYOHYqkpCQMHjwY586dw4svvoj09HRERkZi/fr1CA8Pv1VNdonBCxERkZsoA4aNVAmGjbp27Qqlcx+ssWPHYuzYsaVqm7sweCEiInITBUBwL03dOoDiDRtVNExSR0RERB6FPS9ERERuYoMGTXBFml4dlR17XoiIiNzEyBszRkdHo2XLlpg3b94tflfux54XIiIiD1SZ57wweDGQMmtQrhI9CdIsS5IySctJkr0ZlchOWs4mOOIkZZTwyBUloBMkjZMkoLNZZAnhlKCcJihj8rHqlvHy0i9zvZygTYLMapL8FfmC5HPXy+kfULZc/TLKJEjQpkk7oSVZ0/S3pwn2kyTRGwDYBB+xpC5NUI/4XCBIRCj5nmtWwTEnTVJndv3ZKenJt5RsShN9/np1VHYMXoiIiNxEKQOuNnJfQuxyi3NeiIiIPBDnvBAREVGZu1W3B6hoGLwQERG5SXm8q7QnqlDDRtOnT0d0dDSqVauGunXr4r777sOhQ4dcrpOSkgJN05wev/zyi5taTURElUXBXaVL+6jsKlTwsm3bNsTHx2Pnzp1ITk5Gfn4+YmNjceXKFd11Dx06hPT0dPvjtttuc0OLiYiIqLgq1LDRhg0bHJ4nJiaibt262LNnD+6++26X69atWxc1atQow9YREVFlx6uNjFGhel5ulpWVBQCoVauWbtl27dohJCQE3bt3x9atW8u6aUREVAldD15Km2H3el282qgCUkohISEBd911FyIjI4ssFxISgkWLFiEqKgo5OTn44IMP0L17d6SkpBTZW5OTk4OcnBz78+zsbMPbT0RE5AqvNqqAxo0bhx9//BHffPONy3LNmjVDs2bN7M9jYmJw4sQJzJo1q8jgZfr06Zg6darzCxpcZtF1mX23GGUAYWZcSTJQSaZeaZsE2TdF+0CShVeY6dOojL6SLLySzLkAoPnppzL1tuTrlvG15OmWqWLJFbXJYtZvk9mk//6sNv0DKscq+/Cu5uinNb5m1k+hnGfS/4ClvfCSiZKaILusJJutpn8IXC8nyUgtaJMyCzIRC88FJkFWY9n5ybhzpu69DN00B5ZXGxmjQg4bPfHEE1izZg22bt2K+vXrF3v9jh074vDhw0W+PmnSJGRlZdkfJ06cKE1ziYioklAGPSq7CtXzopTCE088gVWrViElJQURERElqmfv3r0ICQkp8nWLxQKLxVLSZhIREVEpVKjgJT4+Hh999BE+++wzVKtWDRkZGQCAgIAA+Pn5Abjea3Lq1CksWbIEADBnzhw0bNgQrVq1Qm5uLpYuXYqVK1di5cqVt+x9EBFRxcRhI2NUqODl7bffBgB07drVYXliYiKGDRsGAEhPT0daWpr9tdzcXDzzzDM4deoU/Pz80KpVK6xbtw69evVyV7OJiKiyMGLc54arjcxmM+Lj4xEfH1/alnmUChW8KMHF70lJSQ7PJ06ciIkTJ5ZRi4iIiG5gQM8LeG+jijlhl4iIiCquCtXzQkREVJ4xw64xGLwQERG5CSfsGoPBi4GUprlOqiQ53lwkuSt+XfpFjEpkZ2RdomR3wiNXeQmSZXkLyvjoJ2jThEnqJAnoqla5plumhp9+mZqWq6I2VfPO0S3jpem/v3zBB3wpT5Zm4IJ3Fd0yF82+umUuQ79Mnk2YiFFQTuXr7wMlSFKnvIRtktRl1HfTwHOBYecw4SlTL+GdJCEeGefChQs4fPgwNE1DkyZNULNmzWKtzzkvRERE7qI0Yx4e6tixY+jVqxcCAwPRsWNHdOjQAYGBgejVqxeOHz8uroc9L0RERG5Smee8/P7777jzzjthNpvx8ssvo0WLFlBK4dChQ5g7dy46deqEH374AUFBQbp1MXghIiKiMjdt2jTUqlUL33//vT1xbIHx48cjOjoaL730Et566y3dujhsRERE5C4G3twoOjoaLVu2xLx589z6Fkrq888/x9SpU50CFwDw9fXFiy++iPXr14vqYs8LERGRmxh5tZGnJalLT09HmzZtiny9devWOHXqlKgu9rwQERFRmatTpw7y84u+2jIvL0803wVg8EJEROReBgwZeaKoqChs2rSpyNc3bNiAtm3biupi8EJEROQmBcNGpX14ooSEBCxcuBBZWVlOr2VnZ+Odd97BhAkTRHVxzosbKUECOnHCJUkiN0HSJcOSSQnrkrXbmHoAwCYoZxMkqYMg2Z3JR5AtDICvJU+3jCQBXUiVbP0yvs4nicLU9dGvq4opV7fMVZuPbpnMXNkYva9ZP5mfRL5V/yCwWmW/46x5+uUkx5OWp/+lMgmPcXd+7ww9F0jOT2bBd1Oc2FOnnLSe0jLwrtKepnPnzjhw4EChr1WvXh0HDx4U18XghYiIiNxm8+bNOHjwIDRNQ/PmzXHvvfcWuw4GL0RERG6jQdyF5bIOz3Py5En0798f+/fvR4MGDaCUwokTJxAZGYnPPvsMYWFh4ro454WIiMhdDMzz4mmeeOIJVKtWDampqThy5AiOHj2KY8eOoVq1ahg3blyx6mLPCxEREZW5LVu2YNu2bahXr559WWhoKN544w107ty5WHUxeCEiInKXSjxh12QyIS/P+YKFvLw8mEzFGwjisBEREZG7GHhXaU+7PUBcXBzi4+Mdrir6+eef8be//Q09e/YsVl0l6nmxWq1ISkrCli1bkJmZCZvN5vD6l19+WZJqiYiISMjTbg/w5ptv4qGHHkJkZCQCAgKgaRouXryIrl27im7GeKMSBS9PPvkkkpKS0Lt3b0RGRkJz1/XxREREHkyp64/S1uGJ6tSpgy1btmDv3r04ePAglFJo0aIFoqKiil1XiYKXZcuWYcWKFejVq1dJVq+4TNr1R1EkMZ6b40BDE+dJkk4J6hKVMcm+vaJkdpIyXjb9Il6yJHVVLPrJ3mparuqWkSSga+6XLmpTQ58zumWqmfQT512y+eqWOWauI2qTxDWr/insap63bpmcXNmp0OolOFjM+qPxsqRxwmPcoO+w7PtrXJuMmrjhcclmK/GclwLt2rVDu3btSlVHiYIXHx8fNGnSpFQbJiIiospj6tSpLl+fPHmyuK4SBS9PP/003njjDcydO5dDRkRERFI3TLgtVR0e6LPPPnN4npeXh2PHjkHTNDRu3Ljsg5dvvvkGW7duxRdffIFWrVrB29uxW/bTTz8tSbVEREQVmqauP0pbhyf64YcfnJZdvXoVw4cPd8/VRjVq1MCAAQNKsioREVHlxTkvDqpUqYKpU6eiR48eGD58uHi9EgUviYmJJVmNiIiIyMHRo0dx/vz5Yq3DDLtERETuUonnvNzcs6KUwu+//46tW7di5MiRxapLHLz86U9/wpYtW1CzZk20a9fO5UTdwsa1iIiIKr1KPGyUleWY3iEvLw+//vorunXrVnZJ6vr37w+LxQIAuO+++4q1ESIiIqrcirqYZ8KECZg1axYmTpworkscvNx4CVNxLmciIiKi/6rEPS9FiY+Px9133102wUtRLl++7HRvI0+614KnMjIzri4jh1dFmT4FZaRtElxTKMlkqpn1y3gJsvACgMWsn4m3mneObpm6Ptm6ZSSZcwGgmbd+tt4aJv3TxUWbfj1S563+umXO5lbVLSPZ39LPLldwHIgy40qOS2EOLcn3xbDvsIHnAlm2bQMz9ertJ3fdppjBi5Nvv/3WKY7QU6LgJTU1FePGjUNKSgquXftfynClFDRNg9UqS5NORERElcM999wDdcONmQom7B46dAgvvfRSseoqUfDyl7/8BQDw3nvvISgoiFl2iYiIJCrw1Uavv/463n33XSil8Oc//xlvvPGGQ3xw++23O5Q3mUyoW7cuunbtijvuuKNY2ypR8PLjjz9iz549aNasWUlWJyIiqpQqaobdM2fOYO7cuThw4AC8vb1x9913Y+fOnYiJibGXmT17tmHbK9EoX3R0NE6cOGFYI4iIiMiz5efn49q1a8jLy0NeXh7q1q1bZtsqUfDy7rvvYsaMGXj//fexZ88e/Pjjjw6PW23+/PmIiIiAr68voqKi8PXXX7ssv23bNkRFRcHX1xeNGjXCggUL3NRSIiKqVJRBj2L66quv0LdvX4SGhkLTNKxevdqpTHH/dt6oTp06eOaZZ9CgQQOEhobiz3/+Mxo3bgyz2QyTySR6FEeJho3OnDmDo0ePOmTL0zStXEzYXb58OSZMmID58+fjzjvvxMKFCxEXF4eDBw+iQYMGTuVTU1PRq1cvjB49GkuXLsW3336LsWPHok6dOhg4cOAteAdERETGunLlCtq2bYvhw4cX+rdN8rczKioKOTnOV0Ju2rQJfn5++Pzzz3Hs2DH4+fkhLi4OX331FVatWmUvd/r0aUyePBmDBg1Cx44dAQA7d+7EihUr8OKLLxbr/ZQoeBkxYgTatWuHjz/+uNxN2J09ezZGjhyJUaNGAQDmzJmDjRs34u2338b06dOdyi9YsAANGjTAnDlzAAAtWrTA7t27MWvWLAYvRERkKA0GzHn577/Z2Y7pEiwWiz2Z7M3i4uIQFxdXZJ2Sv5179uwpcv1PPvkETZo0Qa1atQAAvXv3xs6dOx1yt/To0QOvvPKKQ8fHo48+iqioKHzyySd4/PHHi37TNynRsNHx48cxY8YMdOjQAQ0bNkR4eLjD41bJzc3Fnj17EBsb67A8NjYW27dvL3SdHTt2OJXv0aMHdu/ejby8vELXycnJQXZ2tsODiIjIncLCwhAQEGB/FPYDXaIkfzsLa8v27dtx7do1WK1WpKSkOF3U8/XXX+Ouu+5yWrdz585ISUkpVptL1PNyzz334D//+Q+aNGlSktXLzNmzZ2G1WhEUFOSwPCgoCBkZGYWuk5GRUWj5/Px8nD17FiEhIU7rTJ8+HVOnTnVarjRNnFiq3HB3Ajp3J8uSlDOoTZrw55TZpJ+MyUvTL1PFlKtbpprpmm4ZQJaArqrJV1CT/vakbZK8P8l+kuxv6WcnYtQx5+aEcO4+F3jktoxg4KXSJ06ccEgKW1Svi56S/O28WceOHdGrVy+0a9cOJpMJ3bt3R79+/RzKBAcHY+nSpU5/P5csWYLg4OBitblEwUvfvn3x1FNPYf/+/WjdujW8vb0dXr+5we528zBWwVyc4pQvbHmBSZMmISEhwf48OzsbYWFhJW0uERFVFgZm2K1evbqhGe2L+7fzZtOmTcO0adOKfH3GjBl45JFHkJycbJ/zsmPHDuzevRsff/xxsdpaouClYFyqsAk2t3LCbmBgIMxms1OkmJmZ6RRRFggODi60vJeXF2rXrl3oOq7GFYmIiNwhOjoaZrMZ8fHxiI+PL3E9JfnbWRKDBg1C69atMXfuXPz4449QSiEqKgpJSUnFzhtXouCluPcgcBcfHx9ERUUhOTkZAwYMsC9PTk5G//79C10nJiYGa9eudVi2adMmtG/f3qlHiYiIqFQM7HnZtWuXIT0vJfnbWVLNmzfH3LlzS11PqW/MWN4kJCRgyJAhaN++PWJiYrBo0SKkpaXZe4smTZqEU6dOYcmSJQCu9yLNnTsXCQkJGD16NHbs2IHFixcXuwuLiIhIz63KsHv58mUcOXLE/jw1NRX79u1DrVq10KBBA92/nUaxWq3IzMxEbu7/5rSdOXMGd9xxB3777Tdomia68KdEwcv48ePRpEkTjB8/3mH53LlzceTIEftlx7fC4MGDce7cObz44otIT09HZGQk1q9fb98Z6enpSEtLs5ePiIjA+vXr8dRTT2HevHkIDQ3Fm2++ycukiYioXCvOsNHu3bvRrVs3+/OCeZtDhw5FUlKS7t9OI7z33nt44okn8Mcffzi9pmkaGjduDKWUaHRHUzfe4lGoXr16WLNmDaKiohyW//DDD+jXrx9OnjxZ3Co9WnZ2NgICAtDljufh5VX0FRnWKvqxotUiu3pdUs7qoz/RymoRlPERNQlWX/268gUXrFgF04msfrLDVlLO6i/4olTJ1y3jX012FU3dapd1yzSqdk63zO3V0nTLRPv9JmpTS2/9eWqSq40u2/T3wcE8s6hNu/5opFtm3yXnxJM3++1S4XPXbpR5qaqoTVcu6e8DdVX/e26+ov/9Nf8hmygpKWd2zivmxEtw+JqvCa+o079QDOYc/brMuYIyObJpDN5XXH+H8/Ov4atv/o2srCxDJ8EWKPg70fClaTD5Sq7cK5rt2jUce+H5MmtrWWnYsCHGjBmDnj17wmz+33ng/PnzuOeee7Bv3z4AQJs2bXTrKlHPy7lz5xAQEOC0vHr16jh79mxJqiQiIqr4DJzz4mlOnTqFkSNHOt3zKDMzE4AsaClQoiR1TZo0wYYNG5yWf/HFF2jUSP/XEhEREVUunTt3hm8hvU4+Pj7o2rVrseoqUc9LQkICxo0bhzNnzuCee+4BAGzZsgWvvfbaLZ3vcqtpSkEr/ijcrWVkcwV1GZYLTFqPpJxBbVLCxFNWm/5vhnylX+aqTX8875JN1j190ZYlKKU/rnDRpj+8dsnmL9iW7P1J9pNkf0s/OxGjjjkj8+a5eXtu7RnwsFOukRN2jbpU2l2+/PJL+/8vXboEAKhWrRpq1Kjh8JpEie9tlJOTg2nTpuHf//43gOtjWW+//TYee+yxklRJRERU8RmYYdeoS6XdRSmFN998EzNnzsTp06cBAKGhoXj66acxYcKEYiXEK3bwkp+fjw8//BADBgzA3/72N5w5cwZ+fn6oWlU24Y2IiKjSqsRzXqZNm4bXXnsNzz77LO666y4opbB9+3a8+OKLuHTpEv71r3+J6yp28OLl5YW//e1v+PnnnwEAderUKW4VREREVMksWrQICxcuxIMPPmhf1rlzZzRq1AgJCQnFCl5KNGG3Q4cO2Lt3b0lWJSIiqrQK5ryU9gFcn/PSsmVLzJs379a+KaHMzEzcfvvtTstvv/12nDlzplh1lWjOy9ixY/H000/j5MmTiIqKgr+/4wS84lzuREREVGmUw9sDuEvLli3x3nvv4ZVXXnFYvnjxYrRo0aJYdZUoeBk8eDAAOGXYBW7tjRmJiIiofJoxYwb69u2LrVu3olOnTtA0Dd9++y327duHNWvWFKuuEgUvqampJVmNiIiocjPgUmlPnbB777334sCBA3jjjTfw008/QSmFO+64Ax999BEaN25crLpKFLwU3Ovg4MGDSEtLc7jBkvSmSkRERJVOJb7aCAAaN26MN998s9T1lCh4+e233zBgwADs378fmqah4PZIBddoc9io7EmS4WlGJd5ydyI7wa1KxL9cBPtAs+mXUVbBfZvyZfPfc6z69/a5lKd/g6fMXP2x7mNm464GrGbST1InSUB3LFfWJsn7k+wnyf6WfnaS40ByPImOS+ExLvm+GPYddnPiPEOTfurtJ9ktkqgUjh8/7vL14nR8lCh4efLJJxEREYHNmzejUaNG+O6773D+/Hk8/fTTmDVrVkmqJCIiqvgM7HnxtAy7jRo1glLKodPjRpK7SRcoUfCyY8cOfPnll6hTpw5MJhPMZjPuuusuTJ8+HePHj+dl1ERERIUw8vYAnna10c2xQV5eHvbv34+ZM2fipZdeKlZdJQperFarPaNuYGAgTp8+jWbNmiE8PByHDh0qSZVERERUgRWWRiUqKgrBwcF49dVXMWDAAHFdJQpeIiMj8eOPP6JRo0bo0KEDXn31Vfj4+GDRokW8qzQRERGJNWnSBN99912x1ilR8PLCCy/gypUrAICXXnoJffr0QefOnVG7dm0sX768JFUSERFVfJX4aqOsLMe71yulkJ6ejsmTJ+O2224rVl0lCl569Ohh/3+jRo1w8OBBnD9/HjVr1izWXSGJiIgqEyPnvHiaWrVqOU3ULUiv8tFHHxWrrhIFL0U1ioiIiNzD06422rp1q8Nzk8mEunXrokmTJjCZinerRcOCFyIiIhIwqOfE0642uvvuuw2ri8ELERGRu1TiOS9GYvBiJJu6/iiK5IBz80FpZKZezdV7L0ZdosybkiymADSroDJJQmhBBtb8fP1MrgBwNcdHt8wF7yq6ZXzN+aLtSZy36mfGrWLK1S1z1ab/3iSZcwEg/VqAbpkLOfr7SbK/pZ+d5DiQHE+apIz0GBdlqpVsT/L9FTQIBmfG1d2W2zZF5QiDFyIiIjepzBN2jcTghYiIyF04bGSI4k3vJSIiIhI6fvx4ofcxutGOHTswcuTIYtXL4IWIiMhNCoaNSvvwFBEREUhPT3dafv78ecyZMweRkZHo0qULMjMzi1UvgxciIiJ3UQY9PERYWBhee+01/PHHHwCAzZs34+GHH0a9evXwzjvvYNiwYThx4gTWrl1brHoZvBAREXmg6OhotGzZEvPmzbvVTSnS+++/j08//RShoaGIiIhAnz59UL16daSkpODAgQN45plnEBQUVOx6OWGXiIjIXQycsOsJSeq6du2Ko0ePYu3atVi8eDFOnTqFHTt2oFmzZoiIiEDdunVLVC97XoiIiNykss15Aa7fBqB///5Ys2YN0tLS8Je//AWLFi1CWFgY7r//fqxZswZWqyTh1v+w58WNZAnhhHWJklwJtidJhCVtk01QRtRuY+oBAJOgnMrT3wdWb/0ytlxZorNrZm/dMhfNvqK6dLdllX3Fz+ZW1S3jJfhg8pX+76FLeRZRmyQJ6C7+ob+fruXo72/pZ4d8/ePAJDieJMel9Bh35/fO0HOB5Pwk2QfShHh65dyVWK+SXyodHByMZ599Fs8++yy2b9+OxYsX49FHH4W/v3+hE3uLwp4XIiIicrtOnTph8eLFyMjIwPTp04u1LnteiIiI3KWS97wUpkqVKhg2bFix1mHwQkRE5Ca8PYAxOGxEREREHqXCBC/Hjh3DyJEjERERAT8/PzRu3BiTJ09Gbq7rO+EOGzYMmqY5PDp27OimVhMRUaVSyZLUlZUKM2z0yy+/wGazYeHChWjSpAl++uknjB49GleuXMGsWbNcrtuzZ08kJiban/v4+JR1c4mIqBLisJExKkzw0rNnT/Ts2dP+vFGjRjh06BDefvtt3eDFYrEgODi4rJtIREREBqgww0aFycrKQq1atXTLpaSkoG7dumjatClGjx6te4OonJwcZGdnOzyIiIh0GThs5Am3BygrFabn5WZHjx7FW2+9hddee81lubi4OAwaNAjh4eFITU3FP//5T9xzzz3Ys2cPLJbCk2lNnz4dU6dOdVquKeU68ZKkq0+ccMmY5HKyZFL6ZYysS5RQK1+/zPVy+vtJyxPUk6sf5yuT7LPLM+l/7S5DP/lavlU/sdrVPP0EbQBgMevvdLNJ/8Oz2vT3U46g3QBwNUd/+FaSgC4vR39/qxzZ7zjJcaAJktSJjkvpMW5U4kc3nwtk50PBtsSJ81wXlCTNM0Qluz1AWSn3PS9TpkxxmlB782P37t0O65w+fRo9e/bEoEGDMGrUKJf1Dx48GL1790ZkZCT69u2LL774Ar/++ivWrVtX5DqTJk1CVlaW/XHixAlD3isRERHpK/c9L+PGjcNDDz3kskzDhg3t/z99+jS6deuGmJgYLFq0qNjbCwkJQXh4OA4fPlxkGYvFUmSvDBERUVG0/z5KW0dlV+6Dl8DAQAQGBorKnjp1Ct26dUNUVBQSExNhMhW/Y+ncuXM4ceIEQkJCir0uERGRS8ywa4hyP2wkdfr0aXTt2hVhYWGYNWsWzpw5g4yMDGRkZDiUa968OVatWgUAuHz5Mp555hns2LEDx44dQ0pKCvr27YvAwEAMGDDgVrwNIiKqwCrjXaXLQrnveZHatGkTjhw5giNHjqB+/foOr6kbJsEeOnQIWVlZAACz2Yz9+/djyZIluHjxIkJCQtCtWzcsX74c1apVc2v7iYiISKbCBC/Dhg0T3djpxkDGz88PGzduLMNWERER3YDDRoaoMMELERGRR2DwUWoVZs4LERERVQ7seTGSgsskc5pVP9yWlAEAzSyoyyZIhCVIJmUStklZBduT7ANBAi+TLM8ZlCDRlxLUpXL122TTZL8FJHszT/DZWa2ChHC5sq+4l5f+gaAJZgkqQfLE/HzZfsrP1/9gbLn6ZSQJ6DRhkjqT4DgwCY45URlB8jlAlsxOdu7Rr0d6LjAuKZ5x50zdL56bekN4byNjMHghIiJyF855MQSHjYiIiMijsOeFiIjITThsZAwGL0RERO7CYSNDcNiIiIiISm3WrFlo1aoVIiMjsXTp0jLdFnteiIiI3KSiDhvt378fH330Efbs2QMA6N69O/r06YMaNWqUyfbY80JEROQuyqBHOfPzzz+jU6dO8PX1ha+vL26//XZs2LChzLbH4IWIiMhdblHw8tVXX6Fv374IDQ2FpmlYvXq1U5n58+cjIiICvr6+iIqKwtdffy2uPzIyElu3bsXFixdx8eJFfPnllzh16lTxGyrEYSMiIqIK7sqVK2jbti2GDx+OgQMHOr2+fPlyTJgwAfPnz8edd96JhQsXIi4uDgcPHkSDBg0AAFFRUcjJyXFad9OmTWjZsiXGjx+Pe+65BwEBAYiOjoaXV9mFGAxeDKRZFTRXIbGL7Lv2OgRZJ6XlTPmCjKiC7LKaIHPu9XL6ZSSZRZWgP1DSbgAwSerSBO9PNMgs68i0CbLQKkmG3Tz97Vm9ZDsqV5Cx2SiSTMwAAEkmXkE2Zi1Xvx5J5lwAMOfqlxFl4c3Tr0eSORcwLqOv5PsrKQPIMuNKzk9GZeEFAM3qujK9141i5JyX7Oxsh+UWiwUWi6XQdeLi4hAXF1dknbNnz8bIkSMxatQoAMCcOXOwceNGvP3225g+fToA2OezFGXMmDEYM2YMAGDUqFFo0qSJ6P2UBIeNiIiI3MXAYaOwsDAEBATYHwVBRnHl5uZiz549iI2NdVgeGxuL7du3i+vJzMwEABw6dAjff/89evToUaL2SLDnhYiIyAOdOHEC1atXtz8vqtdFz9mzZ2G1WhEUFOSwPCgoCBkZGeJ67rvvPly8eBH+/v5ITEzksBEREVFFoCkFTTCFQK8OAKhevbpD8FJa2k1D6Eopp2WuFKeXprQ4bEREROQuBg4bRUdHo2XLlpg3b16pmhQYGAiz2ezUy5KZmenUG1NesOeFiIjIA+3atcuQnhcfHx9ERUUhOTkZAwYMsC9PTk5G//79S11/WWDwQkRE5Ca3KsPu5cuXceTIEfvz1NRU7Nu3D7Vq1UKDBg2QkJCAIUOGoH379oiJicGiRYuQlpaGxx9/vHSNLSMMXoiIiNzFwBszRkdHw2w2Iz4+HvHx8S5X2b17N7p162Z/npCQAAAYOnQokpKSMHjwYJw7dw4vvvgi0tPTERkZifXr1yM8PLyUjS0bDF6IiIg8UHGGjbp27QqlM1F47NixGDt2rBFNK3MMXoyklMtEdJJkSuKES6K6BPUIEoZJEr0BgLIKkuJJtidJrmcSzoAXFBPkjBNWJE2WJUhSJ0jQZvMWbM8s+/CUSVCXZD9JqhEk4AMASJIe5gmS1AnKSJK4AcYloDOqDCBM9ibZl4Lvr0mapE6S8M6g86FR58zSXgEkVVFvzOhuDF6IiIjcxcBho8qMl0oTERG5SUHPS2kfgHGXSnsi9rwQERF5IKMulfZEDF6IiIjchcNGhmDwQkRE5EaccFt6nPNCRETkgTjnhYiIiMqeTkoNcR3gnBciIiJyA+Z5MQaDFyNZXc/EEiVcEiSKkpbTBIncZAnhRE2CKV+QfE1QlyRpnEn67S3G7dxdViNJvibLdidK4KUkSb4EydeUWdAgQPgGBfVIPhYD95MkaZomOC7FSercmIDOlCc8FwjaLnl/kjLS85NRifNE2xO2SbecMAEflQ8MXoiIiNyFVxsZgsELERGRm2g22a1b9Oqo7Hi1ERERkQfi1UZERERU9gwcNqrMVxtVqJ6Xhg0bQtM0h8dzzz3nch2lFKZMmYLQ0FD4+fmha9euOHDggJtaTERElYmR9zaqzCpU8AIAL774ItLT0+2PF154wWX5V199FbNnz8bcuXOxa9cuBAcH495778WlS5fc1GIiIqo0CvK8lPZRyVW44KVatWoIDg62P6pWrVpkWaUU5syZg+effx73338/IiMj8f777+Pq1av46KOP3NhqIiIikqpwwcuMGTNQu3Zt3H777Zg2bRpyc3OLLJuamoqMjAzExsbal1ksFnTp0gXbt28vcr2cnBxkZ2c7PIiIiPRw2MgYFWrC7pNPPok//elPqFmzJr7//ntMmjQJqampePfddwstn5GRAQAICgpyWB4UFITjx48XuZ3p06dj6tSpTss1mw2ai2vYtHz969s0syyeFCWpMxuTKEqSCAyQJaCTJMJSBiWW+29tkg0aUo308kVJUjHlJUisJkhAp0yys5xonxuUpE6cX9Cmv0FRojNJgjbhMS6qy6AEdJJ6AGkCOmMSZJqMTKJpUNJOST3Xy7n+guq9bhgDJ+xGR0fDbDYjPj4e8fHxpW2ZRyn3wcuUKVMKDRRutGvXLrRv3x5PPfWUfVmbNm1Qs2ZNPPDAA/bemKJoN524lVJOy240adIkJCQk2J9nZ2cjLCxM760QEREZpjJfbVTug5dx48bhoYceclmmYcOGhS7v2LEjAODIkSOFBi/BwcEArvfAhISE2JdnZmY69cbcyGKxwGKx6DWdiIjIAe9tZIxyH7wEBgYiMDCwROvu3bsXABwCkxtFREQgODgYycnJaNeuHQAgNzcX27Ztw4wZM0rWYCIioqIYeFfpyqzCTNjdsWMHXn/9dezbtw+pqalYsWIFxowZg379+qFBgwb2cs2bN8eqVasAXB8umjBhAl5++WWsWrUKP/30E4YNG4YqVargkUceuVVvhYiIiFwo9z0vUhaLBcuXL8fUqVORk5OD8PBwjB49GhMnTnQod+jQIWRlZdmfT5w4EX/88QfGjh2LCxcuoEOHDti0aROqVavm7rdAREQVHIeNjFFhgpc//elP2Llzp245dVN3m6ZpmDJlCqZMmVJGLSMiIvov3lXaEBVm2IiIiIgqhwrT80JERFTecdjIGOx5ISIichebMuaB60nqWrZsiXnz5t3iN+V+7HkxktUGwEWWRkm2SKssy6MoIapJkKFUUI8006dhWVpFA7rGZeHVBJcdSrK92qRZWgXfOiWoS5LRWJqtWFKXUcSZiA3KamxUFl7AwGy2onoEDQJglmTrNWh7kszAgDAzrmg/CbKSC8oA0D//CrMHl5qBc14qc5I69rwQERGRR2HPCxERkZtoMGDOiyEt8WwMXoiIiNyFGXYNwWEjIiIi8ijseSEiInITXiptDAYvRERE7sIMu4bgsBERERF5FPa8EBERuYmmlCi3lF4dlR2DFyNZrQCKzoil2QTJlKyyzjDNJEhMJUl4p+lvzyZMdCZNYKVPsj1hsiwlSC4nSoYmSWQnaRGgrPptEiWgMwvKSK+pFJST1CUaixceJqIkdZIEdKJEdrJGSRK5SdpkVLI7cV2SRHaCMpL3BsjaLjk/yb530sR5rhuv97phdHKZiuuo5DhsRERE5IF4ewAiIiIqc0YOG1Xm2wMweCEiInIXXm1kCAYvRERE7sIMu4bgnBciIiLyKOx5ISIichNm2DUGgxciIiJ34bCRIThsRERERB6FPS8G0mw2aK6yB+XrZxZSJln2IVHeOEEhk6HZjtwYC0sTnUkSlAnK2Mz6+1KawEuZ9RsvSlInKiPNUidgXO5A2eYMSgwoS1InaJCwnEmQ8E6W7M7NSeokieXyZOcLk+Bcpwm2p4nqEZ7D9JLiSZJ6GkCzyRNauqqjsmPwQkRE5C4cNjIEh42IiIjIo7DnhYiIyF2YpM4QDF6IiIjchHeVNgaHjYiIiMijsOeFiIjIXThh1xDseSEiInIXBcBWykc5jV0GDBiAmjVr4oEHHnB67fPPP0ezZs1w22234d133y31thi8EBERuUnBnJfSPsqj8ePHY8mSJU7L8/PzkZCQgC+//BI//PADZsyYgfPnz5dqWxw2MlK+FTC5yGJlEyRcsgqzZRkWdpp1S2jCG2nIEt7pN1zyxdSULPmaYJdDswkS0EkSy+nvSgCyhHeSBHSSpHFKehMUA3PZ6ZI2SVJOUEaS0EuSWA6QJqmT1CNICCdNUidIQCdqtyABnTRxnigBXZ5+ozRJ4jhhkjot3/X2NJvw3EtF6tatG1JSUpyWf//992jVqhXq1asHAOjVqxc2btyIhx9+uMTbYs8LERGRuyj8b95LiR/F3+xXX32Fvn37IjQ0FJqmYfXq1U5l5s+fj4iICPj6+iIqKgpff/11qd8uAJw+fdoeuABA/fr1cerUqVLVyZ4XIiIid7lFE3avXLmCtm3bYvjw4Rg4cKDT68uXL8eECRMwf/583HnnnVi4cCHi4uJw8OBBNGjQAAAQFRWFnJwcp3U3bdqE0NBQF811bq8musdN0Ri8EBEReaDs7GyH5xaLBRaLpdCycXFxiIuLK7Ku2bNnY+TIkRg1ahQAYM6cOdi4cSPefvttTJ8+HQCwZ8+eErWzXr16Dj0tJ0+eRIcOHUpUVwEOGxEREblLaa80KngACAsLQ0BAgP1REGQUV25uLvbs2YPY2FiH5bGxsdi+fXuJ6rzRHXfcgZ9++gmnTp3CpUuXsH79evTo0aNUdVaY4CUlJQWaphX62LVrV5HrDRs2zKl8x44d3dhyIiKqLIy82ujEiRPIysqyPyZNmlSiNp09exZWqxVBQUEOy4OCgpCRkSGup0ePHhg0aBDWr1+P+vXr2//2enl54bXXXkO3bt3Qrl07/P3vf0ft2rVL1NYCFWbYqFOnTkhPT3dY9s9//hObN29G+/btXa7bs2dPJCYm2p/7+PiUSRuJiIiMUr16dVSvXt2w+m6eh6KUKtbclI0bNxb5Wr9+/dCvX78St+1mFSZ48fHxQXBwsP15Xl4e1qxZg3HjxunufIvF4rAuERFRmTBwwm50dDTMZjPi4+MRHx9f4uoCAwNhNpudelkyMzOdemPKiwozbHSzNWvW4OzZsxg2bJhu2ZSUFNStWxdNmzbF6NGjkZmZWfYNJCKiyqfUl0n/L/jZtWsXDh48WKrABbj+4z8qKgrJyckOy5OTk9GpU6dS1V1WKkzPy80WL16MHj16ICwszGW5uLg4DBo0COHh4UhNTcU///lP3HPPPdizZ0+Rs7ZzcnIcLhe7ecY3ERFReXL58mUcOXLE/jw1NRX79u1DrVq10KBBAyQkJGDIkCFo3749YmJisGjRIqSlpeHxxx+/ha0uWrkPXqZMmYKpU6e6LLNr1y6HeS0nT57Exo0bsWLFCt36Bw8ebP9/ZGQk2rdvj/DwcKxbtw73339/oetMnz698DbZbpgGXhidDI9AMa59L+U18nYm/Xqk3XNKmPVWj01Qj0mapVWQ9dYm+BZIsrQqq+z9mwSNl2TYFZUx6jgBZFl4DcxaLsq0LMqgbEyZ6+UMymYryUArzvoryNYr2J5JkKlWkjn3epsk2Xol2zMwK7leOXdl2L1Fw0a7d+9Gt27d7M8TEhIAAEOHDkVSUhIGDx6Mc+fO4cUXX0R6ejoiIyOxfv16hIeHl66tZURThWWPKUfOnj2Ls2fPuizTsGFD+Pr62p//+9//xltvvYVTp07B29u72Nu87bbbMGrUKDz77LOFvl5Yz0tYWBj+HDoGXqbCe2sAQFXxLfI1O29ZPKm89f8qKy/9v26iesyy8EV56f91swnaZBPUowQp9qXlZNsTbEsQCF4v58YyDF4YvAi35/bgRXJ7AEmbcvNlbbp6zeXr+bYcbE6bj6ysLEMnwRbIzs5GQEAAujd7Gl7mov9OSORbc7Dl0Gtl1lZPUO57XgIDAxEYGCgur5RCYmIiHnvssRIFLufOncOJEycQEhJSZBlXiYCIiIiKYsSNFcvrjRndqcJN2P3yyy+RmpqKkSNHFvp68+bNsWrVKgDXxwCfeeYZ7NixA8eOHUNKSgr69u2LwMBADBgwwJ3NJiIiIqEKF7wsXrwYnTp1QosWLQp9/dChQ8jKygIAmM1m7N+/H/3790fTpk0xdOhQNG3aFDt27EC1atXc2WwiIqoMDLzaKDo6Gi1btsS8efNu8Ztyv3I/bFRcH330kcvXb5zi4+fn5zKpDhERkaFsCtBKOexj+9+l0pV1zkuF63khIiKiiq3C9bwQERGVWwZeKl2ZMXghIiJyGwOCFyNzEngoBi8GUvlWKFPROQc0QZI6aV6O4twsq9QEuS2u00+GYnKVxK+AIIGJ9LuvRDk+JEnjJPliJC2S5WeR5FSR5ZWR7SiD8guKlHa436EuybEpKCLN8yLKz2JQLhjRe4Ms94pJlBBO0G5BbhbAwAR0gjIQbAuAfpJQdyWpM5BR9zbyRAxeiIiI3MXAYaPKPGGXwQsREZG72BRKPewj7g2vuHi1EREREXkU9rwQERG5i7LJJuPp1VHJseeFiIjIXZhh1xDseSEiInIXA+e8VOYJu+x5ISIiIo/CnhciIiJ3YYZdQzB4MZLVCigXiY4ESeqkyeckyezcmHdMTpChzWQVJI2zyToNlVl/LyiboIxgc5qg3dfrEnwykiR1ZuNOYNLkiEbQDDzxSpK9yZLUCRPCGZT0UHKsSI8nUbI3SZsk9QgTwhmWgE5yzhSUAXD9/OyKzU2TYBUMCF4MaYlH47AREREReRQGL0RERO7Cq40MwWEjIiIid7HZAMk93nTr4NVGRERERB6DPS9ERETuwquNDMHghYiIyF0YvBiCw0ZERETkUdjzQkRE5C4G3h6gMmPwYqS8PMBVsi9vb/06JAnMIEtApwRdi5ok2ZvVLNgaoHlJkssJygj2gaQeaV2QJLKTtEn42YkS50mqEiSWE9VzvaRge8ZUI6VJ6pIc45K3Jk0IJ0n2Jjk2JUnqpInz3JikDpIyADS9hHAAIEh4J0pAl5cvaBGg8vJcv25z/bpRlLJBlfKu0KVdvyJg8EJEROQuSpW+54RzXjjnhYiIyBMxSR0RERGVPWXAnJf/9rxU5iR1DF6IiIjcxWaT3eHTFc554bAREREReRb2vBAREbmLgcNGlRmDFyIiIjdRNhtUKYeNeKk0h42IiIjIw7DnhYiIyF04bGQIBi8Gsl6+Ck0rOkujKE9tniALLwDNS/+j08yCLXrplxHVA0CJ6tLv7FOS7Qmy1AKAMgk6F43KsCt4bwBEmWpF2XoFGXbF3NkHa2SPtyiLtOBEL/xboEmywhqWYVe4oyR1uTPjLQBItiepS1CPXubcArbLV1y/rtyTYRc2JUwf7QKDFw4bERERkWdhzwsREZG7KIVSdz+y54XBCxERkbsom4Iq5bCR5Ka7FZ3HDBtNmzYNnTp1QpUqVVCjRo1Cy6SlpaFv377w9/dHYGAgxo8fj9zcXJf15uTk4IknnkBgYCD8/f3Rr18/nDx5sgzeARERVXrKZswDvLeRR8jNzcWgQYMQExODxYsXO71utVrRu3dv1KlTB9988w3OnTuHoUOHQimFt956q8h6J0yYgLVr12LZsmWoXbs2nn76afTp0wd79uyBWThRlYiIyN14byMPMHXqVABAUlJSoa9v2rQJBw8exIkTJxAaGgoAeO211zBs2DBMmzat0A84KysLixcvxgcffIA///nPAIClS5ciLCwMmzdvRo8ePcrmzRARUaXEYSNjeMywkZ4dO3YgMjLSHrgAQI8ePZCTk4M9e/YUus6ePXuQl5eH2NhY+7LQ0FBERkZi+/btZd5mIiKqZAwcNqrMPKbnRU9GRgaCgoIcltWsWRM+Pj7IyMgoch0fHx/UrFnTYXlQUFCR6wDX58nk5OTYn2dlZQEA8nXyBCjlev4NgOs5AAREOSA0QWxqEwyNacI8L1ZJOUGeF1FGHGGeF2VMfK5sgjwv0m0xz4txymOeF8mvYkGKk3KZ58UmzPMiKScqo98mZRPmedE5Pxecv8u6VyMfeaXOUZcPN+WkKcduafAyZcoU+3BQUXbt2oX27duL6tMKOZkrpQpd7oreOtOnTy+03d+ota4PyuxiNYOIiNzs3LlzCAgIMLxeHx8fBAcH45uM9YbUFxwcDB8fH0Pq8kS3NHgZN24cHnroIZdlGjZsKKorODgY3333ncOyCxcuIC8vz6lH5sZ1cnNzceHCBYfel8zMTHTq1KnIbU2aNAkJCQn25xcvXkR4eDjS0tLK5KAvK9nZ2QgLC8OJEyc8atKXp7Yb8Ny2s93uxXa7X1ZWFho0aIBatWqVSf2+vr5ITU3VvQJWysfHB76+vobU5YluafASGBiIwMBAQ+qKiYnBtGnTkJ6ejpCQEADXJ/FaLBZERUUVuk5UVBS8vb2RnJyMBx98EACQnp6On376Ca+++mqR27JYLLBYLE7LAwICPO4LCwDVq1dnu93MU9vOdrsX2+1+JsktRUrI19e3UgccRvKYCbtpaWnYt28f0tLSYLVasW/fPuzbtw+XL18GAMTGxqJly5YYMmQI9u7diy1btuCZZ57B6NGj7V+iU6dOoXnz5vj+++8BXA82Ro4ciaeffhpbtmzB3r178eijj6J169b2q4+IiIiofPGYCbv/+te/8P7779uft2vXDgCwdetWdO3aFWazGevWrcPYsWNx5513ws/PD4888ghmzZplXycvLw+HDh3C1atX7ctef/11eHl54cEHH8Qff/yB7t27IykpiTleiIiIyimPCV6SkpKKzPFSoEGDBvj888+LfL1hw4ZOM8l9fX3x1ltvuUxkp8disWDy5MmFDiWVZ2y3+3lq29lu92K73c+T214ZaYrZboiIiMiDeMycFyIiIiKAwQsRERF5GAYvRERE5FEYvBAREZFHYfAiMG3aNHTq1AlVqlRBjRo1Ci2TlpaGvn37wt/fH4GBgRg/frxuJsWcnBw88cQTCAwMhL+/P/r164eTJ0+WwTu4LiUlBZqmFfrYtWtXkesNGzbMqXzHjh3LrJ2FadiwoVMbnnvuOZfrKKUwZcoUhIaGws/PD127dsWBAwfc1GLg2LFjGDlyJCIiIuDn54fGjRtj8uTJusfFrdrf8+fPR0REBHx9fREVFYWvv/7aZflt27YhKioKvr6+aNSoERYsWFDmbbzR9OnTER0djWrVqqFu3bq47777cOjQIZfrFPUd+OWXX9zU6uu3Rbl5+8HBwS7XudX7Gij8O6hpGuLj4wstfyv39VdffYW+ffsiNDQUmqZh9erVDq+X9NywcuVKtGzZEhaLBS1btsSqVavK6B2QHgYvArm5uRg0aBD+9re/Ffq61WpF7969ceXKFXzzzTdYtmwZVq5ciaefftplvRMmTMCqVauwbNkyfPPNN7h8+TL69OkDq+QmaiXQqVMnpKenOzxGjRqFhg0b6t4/qmfPng7rrV9vzP05iuPFF190aMMLL7zgsvyrr76K2bNnY+7cudi1axeCg4Nx77334tKlS25p7y+//AKbzYaFCxfiwIEDeP3117FgwQL84x//0F3X3ft7+fLlmDBhAp5//nns3bsXnTt3RlxcHNLS0gotn5qail69eqFz587Yu3cv/vGPf2D8+PFYuXJlmbbzRtu2bUN8fDx27tyJ5ORk5OfnIzY2FleuXNFd99ChQw7797bbbnNDi/+nVatWDtvfv39/kWXLw74Grt9n7sY2JycnAwAGDRrkcr1bsa+vXLmCtm3bYu7cuYW+XpJzw44dOzB48GAMGTIE//nPfzBkyBA8+OCDTrelITdRJJaYmKgCAgKclq9fv16ZTCZ16tQp+7KPP/5YWSwWlZWVVWhdFy9eVN7e3mrZsmX2ZadOnVImk0lt2LDB8LYXJjc3V9WtW1e9+OKLLssNHTpU9e/f3y1tKkp4eLh6/fXXxeVtNpsKDg5Wr7zyin3ZtWvXVEBAgFqwYEEZtFDm1VdfVRERES7L3Ir9fccdd6jHH3/cYVnz5s3Vc889V2j5iRMnqubNmzssGzNmjOrYsWOZtVFPZmamAqC2bdtWZJmtW7cqAOrChQvua9hNJk+erNq2bSsuXx73tVJKPfnkk6px48bKZrMV+np52NdKKQVArVq1yv68pOeGBx98UPXs2dNhWY8ePdRDDz1keJtJH3teDLBjxw5ERkYiNDTUvqxHjx7IycnBnj17Cl1nz549yMvLQ2xsrH1ZaGgoIiMjsX379jJvMwCsWbMGZ8+exbBhw3TLpqSkoG7dumjatClGjx6NzMzMsm/gTWbMmIHatWvj9ttvx7Rp01wOv6SmpiIjI8Nh/1osFnTp0sVt+7cwWVlZohu/uXN/5+bmYs+ePQ77Crh+y42i9tWOHTucyvfo0QO7d+9GXl5embXVlaysLAAQ7d927dohJCQE3bt3x9atW8u6aU4OHz6M0NBQRERE4KGHHsJvv/1WZNnyuK9zc3OxdOlSjBgxApqmuSx7q/f1zUp6bijqc7iV55PKjMGLATIyMpzuXF2zZk34+PggIyOjyHV8fHwc7mYNAEFBQUWuY7TFixejR48eCAsLc1kuLi4OH374Ib788ku89tpr2LVrF+655x7k5OS4pZ0A8OSTT2LZsmXYunUrxo0bhzlz5mDs2LFFli/Yhzd/Lu7cvzc7evQo3nrrLTz++OMuy7l7f589exZWq7VY+6qwYz4oKAj5+fk4e/ZsmbTTFaUUEhIScNdddyEyMrLIciEhIVi0aBFWrlyJTz/9FM2aNUP37t3x1Vdfua2tHTp0wJIlS7Bx40a88847yMjIQKdOnXDu3LlCy5e3fQ0Aq1evxsWLF13+8CkP+7owJT03FPU53KrzSWXnMbcHMNqUKVMwdepUl2V27dqlOxekQGG/PpRSur9KjFinJO/l5MmT2LhxI1asWKFb/+DBg+3/j4yMRPv27REeHo5169bh/vvvL1ZbS9rup556yr6sTZs2qFmzJh544AF7b0xRbt6XJdm/pWl3gdOnT6Nnz54YNGgQRo0a5XLdstrfeoq7rworX9hydxg3bhx+/PFHfPPNNy7LNWvWDM2aNbM/j4mJwYkTJzBr1izcfffdZd1MANeD0wKtW7dGTEwMGjdujPfffx8JCQmFrlOe9jVw/YdPXFycQ2/zzcrDvnalJOeGsjifUMlU2uBl3LhxeOihh1yWadiwoaiu4OBgp0lbFy5cQF5enlOkfuM6ubm5uHDhgkPvS2ZmJjp16iTaboGSvJfExETUrl0b/fr1K9a2gOu/qMLDw3H48OFir3uj0nwGBVffHDlypNDgpeDqjYyMDISEhNiXZ2ZmFvmZSBW33adPn0a3bt0QExODRYsWFXt7Ru3vogQGBsJsNjv9gnS1r4KDgwst7+Xl5TKYLAtPPPEE1qxZg6+++gr169cv9vodO3bE0qVLy6BlMv7+/mjdunWRn2952tcAcPz4cWzevBmffvppsde91fsaKPm5oajPobTnEyqZShu8BAYGIjAw0JC6YmJiMG3aNKSnp9u/DJs2bYLFYkFUVFSh60RFRcHb2xvJycl48MEHAQDp6en46aef8OqrrxZr+8V9L0opJCYm4rHHHoO3t3extgUA586dw4kTJxy++CVRms9g7969AFBkGyIiIhAcHIzk5GT7Hchzc3Oxbds2zJgxo2QN/q/itPvUqVPo1q0boqKikJiYCJOp+CO1Ru3vovj4+CAqKgrJyckYMGCAfXlycjL69+9f6DoxMTFYu3atw7JNmzahffv2JTqmSkIphSeeeAKrVq1CSkoKIiIiSlTP3r17y2zfSuTk5ODnn39G586dC329POzrGyUmJqJu3bro3bt3sde91fsaKPm5ISYmBsnJyQ69wJs2bSr2j00yyC2aKOxRjh8/rvbu3aumTp2qqlatqvbu3av27t2rLl26pJRSKj8/X0VGRqru3burH374QW3evFnVr19fjRs3zl7HyZMnVbNmzdR3331nX/b444+r+vXrq82bN6sffvhB3XPPPapt27YqPz+/TN/P5s2bFQB18ODBQl9v1qyZ+vTTT5VSSl26dEk9/fTTavv27So1NVVt3bpVxcTEqHr16qns7OwybWeB7du3q9mzZ6u9e/eq3377TS1fvlyFhoaqfv36FdlupZR65ZVXVEBAgPr000/V/v371cMPP6xCQkLc1u5Tp06pJk2aqHvuuUedPHlSpaen2x9FtftW7e9ly5Ypb29vtXjxYnXw4EE1YcIE5e/vr44dO6aUUuq5555TQ4YMsZf/7bffVJUqVdRTTz2lDh48qBYvXqy8vb3V//3f/5VZG2/2t7/9TQUEBKiUlBSHfXv16lV7mZvb/frrr6tVq1apX3/9Vf3000/queeeUwDUypUr3dbup59+WqWkpKjffvtN7dy5U/Xp00dVq1atXO/rAlarVTVo0EA9++yzTq+Vp3196dIl+3kagP38cfz4caWU7NwwZMgQh6vtvv32W2U2m9Urr7yifv75Z/XKK68oLy8vtXPnzjJ/P+SMwYvA0KFDFQCnx9a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" ] @@ -414,84 +403,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 148, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "max: 114.52927533159703 uK\n", - "Error in callback (for post_execute):\n" - ] - }, - { - "ename": "UnitConversionError", - "evalue": "Can only apply 'greater' function to dimensionless quantities when other argument is not a quantity (unless the latter is all zero/infinity/nan)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mUnitConversionError\u001b[0m Traceback (most recent call last)", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\pyplot.py:120\u001b[0m, in \u001b[0;36m_draw_all_if_interactive\u001b[1;34m()\u001b[0m\n\u001b[0;32m 118\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_draw_all_if_interactive\u001b[39m():\n\u001b[0;32m 119\u001b[0m \u001b[39mif\u001b[39;00m matplotlib\u001b[39m.\u001b[39mis_interactive():\n\u001b[1;32m--> 120\u001b[0m draw_all()\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\_pylab_helpers.py:132\u001b[0m, in \u001b[0;36mGcf.draw_all\u001b[1;34m(cls, force)\u001b[0m\n\u001b[0;32m 130\u001b[0m \u001b[39mfor\u001b[39;00m manager \u001b[39min\u001b[39;00m \u001b[39mcls\u001b[39m\u001b[39m.\u001b[39mget_all_fig_managers():\n\u001b[0;32m 131\u001b[0m \u001b[39mif\u001b[39;00m force \u001b[39mor\u001b[39;00m manager\u001b[39m.\u001b[39mcanvas\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39mstale:\n\u001b[1;32m--> 132\u001b[0m manager\u001b[39m.\u001b[39mcanvas\u001b[39m.\u001b[39mdraw_idle()\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\backend_bases.py:2082\u001b[0m, in \u001b[0;36mFigureCanvasBase.draw_idle\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 2080\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_is_idle_drawing:\n\u001b[0;32m 2081\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_idle_draw_cntx():\n\u001b[1;32m-> 2082\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdraw(\u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\backends\\backend_agg.py:400\u001b[0m, in \u001b[0;36mFigureCanvasAgg.draw\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 396\u001b[0m \u001b[39m# Acquire a lock on the shared font cache.\u001b[39;00m\n\u001b[0;32m 397\u001b[0m \u001b[39mwith\u001b[39;00m RendererAgg\u001b[39m.\u001b[39mlock, \\\n\u001b[0;32m 398\u001b[0m (\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mtoolbar\u001b[39m.\u001b[39m_wait_cursor_for_draw_cm() \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mtoolbar\n\u001b[0;32m 399\u001b[0m \u001b[39melse\u001b[39;00m nullcontext()):\n\u001b[1;32m--> 400\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39mdraw(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mrenderer)\n\u001b[0;32m 401\u001b[0m \u001b[39m# A GUI class may be need to update a window using this draw, so\u001b[39;00m\n\u001b[0;32m 402\u001b[0m \u001b[39m# don't forget to call the superclass.\u001b[39;00m\n\u001b[0;32m 403\u001b[0m \u001b[39msuper\u001b[39m()\u001b[39m.\u001b[39mdraw()\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:95\u001b[0m, in \u001b[0;36m_finalize_rasterization..draw_wrapper\u001b[1;34m(artist, renderer, *args, **kwargs)\u001b[0m\n\u001b[0;32m 93\u001b[0m \u001b[39m@wraps\u001b[39m(draw)\n\u001b[0;32m 94\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mdraw_wrapper\u001b[39m(artist, renderer, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs):\n\u001b[1;32m---> 95\u001b[0m result \u001b[39m=\u001b[39m draw(artist, renderer, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n\u001b[0;32m 96\u001b[0m \u001b[39mif\u001b[39;00m renderer\u001b[39m.\u001b[39m_rasterizing:\n\u001b[0;32m 97\u001b[0m renderer\u001b[39m.\u001b[39mstop_rasterizing()\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\figure.py:3140\u001b[0m, in \u001b[0;36mFigure.draw\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 3137\u001b[0m \u001b[39m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[0;32m 3139\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mpatch\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[1;32m-> 3140\u001b[0m mimage\u001b[39m.\u001b[39m_draw_list_compositing_images(\n\u001b[0;32m 3141\u001b[0m renderer, \u001b[39mself\u001b[39m, artists, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msuppressComposite)\n\u001b[0;32m 3143\u001b[0m \u001b[39mfor\u001b[39;00m sfig \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msubfigs:\n\u001b[0;32m 3144\u001b[0m sfig\u001b[39m.\u001b[39mdraw(renderer)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:131\u001b[0m, in \u001b[0;36m_draw_list_compositing_images\u001b[1;34m(renderer, parent, artists, suppress_composite)\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[39mif\u001b[39;00m not_composite \u001b[39mor\u001b[39;00m \u001b[39mnot\u001b[39;00m has_images:\n\u001b[0;32m 130\u001b[0m \u001b[39mfor\u001b[39;00m a \u001b[39min\u001b[39;00m artists:\n\u001b[1;32m--> 131\u001b[0m a\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[0;32m 132\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 133\u001b[0m \u001b[39m# Composite any adjacent images together\u001b[39;00m\n\u001b[0;32m 134\u001b[0m image_group \u001b[39m=\u001b[39m []\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\axes\\_base.py:3064\u001b[0m, in \u001b[0;36m_AxesBase.draw\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 3061\u001b[0m \u001b[39mif\u001b[39;00m artists_rasterized:\n\u001b[0;32m 3062\u001b[0m _draw_rasterized(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure, artists_rasterized, renderer)\n\u001b[1;32m-> 3064\u001b[0m mimage\u001b[39m.\u001b[39m_draw_list_compositing_images(\n\u001b[0;32m 3065\u001b[0m renderer, \u001b[39mself\u001b[39m, artists, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39msuppressComposite)\n\u001b[0;32m 3067\u001b[0m renderer\u001b[39m.\u001b[39mclose_group(\u001b[39m'\u001b[39m\u001b[39maxes\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m 3068\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mstale \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:131\u001b[0m, in \u001b[0;36m_draw_list_compositing_images\u001b[1;34m(renderer, parent, artists, suppress_composite)\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[39mif\u001b[39;00m not_composite \u001b[39mor\u001b[39;00m \u001b[39mnot\u001b[39;00m has_images:\n\u001b[0;32m 130\u001b[0m \u001b[39mfor\u001b[39;00m a \u001b[39min\u001b[39;00m artists:\n\u001b[1;32m--> 131\u001b[0m a\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[0;32m 132\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 133\u001b[0m \u001b[39m# Composite any adjacent images together\u001b[39;00m\n\u001b[0;32m 134\u001b[0m image_group \u001b[39m=\u001b[39m []\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:641\u001b[0m, in \u001b[0;36m_ImageBase.draw\u001b[1;34m(self, renderer, *args, **kwargs)\u001b[0m\n\u001b[0;32m 639\u001b[0m renderer\u001b[39m.\u001b[39mdraw_image(gc, l, b, im, trans)\n\u001b[0;32m 640\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 641\u001b[0m im, l, b, trans \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mmake_image(\n\u001b[0;32m 642\u001b[0m renderer, renderer\u001b[39m.\u001b[39mget_image_magnification())\n\u001b[0;32m 643\u001b[0m \u001b[39mif\u001b[39;00m im \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 644\u001b[0m renderer\u001b[39m.\u001b[39mdraw_image(gc, l, b, im)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:949\u001b[0m, in \u001b[0;36mAxesImage.make_image\u001b[1;34m(self, renderer, magnification, unsampled)\u001b[0m\n\u001b[0;32m 946\u001b[0m transformed_bbox \u001b[39m=\u001b[39m TransformedBbox(bbox, trans)\n\u001b[0;32m 947\u001b[0m clip \u001b[39m=\u001b[39m ((\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_clip_box() \u001b[39mor\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes\u001b[39m.\u001b[39mbbox) \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_clip_on()\n\u001b[0;32m 948\u001b[0m \u001b[39melse\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39mbbox)\n\u001b[1;32m--> 949\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_make_image(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_A, bbox, transformed_bbox, clip,\n\u001b[0;32m 950\u001b[0m magnification, unsampled\u001b[39m=\u001b[39munsampled)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:456\u001b[0m, in \u001b[0;36m_ImageBase._make_image\u001b[1;34m(self, A, in_bbox, out_bbox, clip_bbox, magnification, unsampled, round_to_pixel_border)\u001b[0m\n\u001b[0;32m 454\u001b[0m fact \u001b[39m=\u001b[39m \u001b[39m1e7\u001b[39m \u001b[39mif\u001b[39;00m scaled_dtype \u001b[39m==\u001b[39m np\u001b[39m.\u001b[39mfloat64 \u001b[39melse\u001b[39;00m \u001b[39m1e4\u001b[39m\n\u001b[0;32m 455\u001b[0m newmin \u001b[39m=\u001b[39m vmid \u001b[39m-\u001b[39m dv \u001b[39m*\u001b[39m fact\n\u001b[1;32m--> 456\u001b[0m \u001b[39mif\u001b[39;00m newmin \u001b[39m<\u001b[39m a_min:\n\u001b[0;32m 457\u001b[0m newmin \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 458\u001b[0m \u001b[39melse\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\numpy\\ma\\core.py:4191\u001b[0m, in \u001b[0;36mMaskedArray.__gt__\u001b[1;34m(self, other)\u001b[0m\n\u001b[0;32m 4190\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__gt__\u001b[39m(\u001b[39mself\u001b[39m, other):\n\u001b[1;32m-> 4191\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_comparison(other, operator\u001b[39m.\u001b[39mgt)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\numpy\\ma\\core.py:4123\u001b[0m, in \u001b[0;36mMaskedArray._comparison\u001b[1;34m(self, other, compare)\u001b[0m\n\u001b[0;32m 4119\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 4120\u001b[0m \u001b[39m# For regular arrays, just use the data as they come.\u001b[39;00m\n\u001b[0;32m 4121\u001b[0m sdata \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdata\n\u001b[1;32m-> 4123\u001b[0m check \u001b[39m=\u001b[39m compare(sdata, odata)\n\u001b[0;32m 4125\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(check, (np\u001b[39m.\u001b[39mbool_, \u001b[39mbool\u001b[39m)):\n\u001b[0;32m 4126\u001b[0m \u001b[39mreturn\u001b[39;00m masked \u001b[39mif\u001b[39;00m mask \u001b[39melse\u001b[39;00m check\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\astropy\\units\\quantity.py:591\u001b[0m, in \u001b[0;36mQuantity.__array_ufunc__\u001b[1;34m(self, function, method, *inputs, **kwargs)\u001b[0m\n\u001b[0;32m 569\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"Wrap numpy ufuncs, taking care of units.\u001b[39;00m\n\u001b[0;32m 570\u001b[0m \n\u001b[0;32m 571\u001b[0m \u001b[39mParameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 585\u001b[0m \u001b[39m Results of the ufunc, with the unit set properly.\u001b[39;00m\n\u001b[0;32m 586\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 587\u001b[0m \u001b[39m# Determine required conversion functions -- to bring the unit of the\u001b[39;00m\n\u001b[0;32m 588\u001b[0m \u001b[39m# input to that expected (e.g., radian for np.sin), or to get\u001b[39;00m\n\u001b[0;32m 589\u001b[0m \u001b[39m# consistent units between two inputs (e.g., in np.add) --\u001b[39;00m\n\u001b[0;32m 590\u001b[0m \u001b[39m# and the unit of the result (or tuple of units for nout > 1).\u001b[39;00m\n\u001b[1;32m--> 591\u001b[0m converters, unit \u001b[39m=\u001b[39m converters_and_unit(function, method, \u001b[39m*\u001b[39minputs)\n\u001b[0;32m 593\u001b[0m out \u001b[39m=\u001b[39m kwargs\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39mout\u001b[39m\u001b[39m'\u001b[39m, \u001b[39mNone\u001b[39;00m)\n\u001b[0;32m 594\u001b[0m \u001b[39m# Avoid loop back by turning any Quantity output into array views.\u001b[39;00m\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\astropy\\units\\quantity_helper\\converters.py:192\u001b[0m, in \u001b[0;36mconverters_and_unit\u001b[1;34m(function, method, *args)\u001b[0m\n\u001b[0;32m 190\u001b[0m converters[i] \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 191\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 192\u001b[0m \u001b[39mraise\u001b[39;00m UnitConversionError(\n\u001b[0;32m 193\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mCan only apply \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m function to \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 194\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mdimensionless quantities when other \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 195\u001b[0m \u001b[39m\"\u001b[39m\u001b[39margument is not a quantity (unless the \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 196\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mlatter is all zero/infinity/nan)\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 197\u001b[0m \u001b[39m.\u001b[39mformat(function\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m))\n\u001b[0;32m 198\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mTypeError\u001b[39;00m:\n\u001b[0;32m 199\u001b[0m \u001b[39m# _can_have_arbitrary_unit failed: arg could not be compared\u001b[39;00m\n\u001b[0;32m 200\u001b[0m \u001b[39m# with zero or checked to be finite. Then, ufunc will fail too.\u001b[39;00m\n\u001b[0;32m 201\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mTypeError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mUnsupported operand type(s) for ufunc \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m: \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 202\u001b[0m \u001b[39m\"\u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(function\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m,\n\u001b[0;32m 203\u001b[0m \u001b[39m'\u001b[39m\u001b[39m,\u001b[39m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mjoin([arg\u001b[39m.\u001b[39m\u001b[39m__class__\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\n\u001b[0;32m 204\u001b[0m \u001b[39mfor\u001b[39;00m arg \u001b[39min\u001b[39;00m args])))\n", - "\u001b[1;31mUnitConversionError\u001b[0m: Can only apply 'greater' function to dimensionless quantities when other argument is not a quantity (unless the latter is all zero/infinity/nan)" - ] - }, - { - "ename": "UnitConversionError", - "evalue": "Can only apply 'greater' function to dimensionless quantities when other argument is not a quantity (unless the latter is all zero/infinity/nan)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mUnitConversionError\u001b[0m Traceback (most recent call last)", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\IPython\\core\\formatters.py:340\u001b[0m, in \u001b[0;36mBaseFormatter.__call__\u001b[1;34m(self, obj)\u001b[0m\n\u001b[0;32m 338\u001b[0m \u001b[39mpass\u001b[39;00m\n\u001b[0;32m 339\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 340\u001b[0m \u001b[39mreturn\u001b[39;00m printer(obj)\n\u001b[0;32m 341\u001b[0m \u001b[39m# Finally look for special method names\u001b[39;00m\n\u001b[0;32m 342\u001b[0m method \u001b[39m=\u001b[39m get_real_method(obj, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mprint_method)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\IPython\\core\\pylabtools.py:152\u001b[0m, in \u001b[0;36mprint_figure\u001b[1;34m(fig, fmt, bbox_inches, base64, **kwargs)\u001b[0m\n\u001b[0;32m 149\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mmatplotlib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mbackend_bases\u001b[39;00m \u001b[39mimport\u001b[39;00m FigureCanvasBase\n\u001b[0;32m 150\u001b[0m FigureCanvasBase(fig)\n\u001b[1;32m--> 152\u001b[0m fig\u001b[39m.\u001b[39mcanvas\u001b[39m.\u001b[39mprint_figure(bytes_io, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkw)\n\u001b[0;32m 153\u001b[0m data \u001b[39m=\u001b[39m bytes_io\u001b[39m.\u001b[39mgetvalue()\n\u001b[0;32m 154\u001b[0m \u001b[39mif\u001b[39;00m fmt \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39msvg\u001b[39m\u001b[39m'\u001b[39m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\backend_bases.py:2342\u001b[0m, in \u001b[0;36mFigureCanvasBase.print_figure\u001b[1;34m(self, filename, dpi, facecolor, edgecolor, orientation, format, bbox_inches, pad_inches, bbox_extra_artists, backend, **kwargs)\u001b[0m\n\u001b[0;32m 2336\u001b[0m renderer \u001b[39m=\u001b[39m _get_renderer(\n\u001b[0;32m 2337\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure,\n\u001b[0;32m 2338\u001b[0m functools\u001b[39m.\u001b[39mpartial(\n\u001b[0;32m 2339\u001b[0m print_method, orientation\u001b[39m=\u001b[39morientation)\n\u001b[0;32m 2340\u001b[0m )\n\u001b[0;32m 2341\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mgetattr\u001b[39m(renderer, \u001b[39m\"\u001b[39m\u001b[39m_draw_disabled\u001b[39m\u001b[39m\"\u001b[39m, nullcontext)():\n\u001b[1;32m-> 2342\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[0;32m 2344\u001b[0m \u001b[39mif\u001b[39;00m bbox_inches:\n\u001b[0;32m 2345\u001b[0m \u001b[39mif\u001b[39;00m bbox_inches \u001b[39m==\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mtight\u001b[39m\u001b[39m\"\u001b[39m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:95\u001b[0m, in \u001b[0;36m_finalize_rasterization..draw_wrapper\u001b[1;34m(artist, renderer, *args, **kwargs)\u001b[0m\n\u001b[0;32m 93\u001b[0m \u001b[39m@wraps\u001b[39m(draw)\n\u001b[0;32m 94\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mdraw_wrapper\u001b[39m(artist, renderer, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs):\n\u001b[1;32m---> 95\u001b[0m result \u001b[39m=\u001b[39m draw(artist, renderer, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n\u001b[0;32m 96\u001b[0m \u001b[39mif\u001b[39;00m renderer\u001b[39m.\u001b[39m_rasterizing:\n\u001b[0;32m 97\u001b[0m renderer\u001b[39m.\u001b[39mstop_rasterizing()\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\figure.py:3140\u001b[0m, in \u001b[0;36mFigure.draw\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 3137\u001b[0m \u001b[39m# ValueError can occur when resizing a window.\u001b[39;00m\n\u001b[0;32m 3139\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mpatch\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[1;32m-> 3140\u001b[0m mimage\u001b[39m.\u001b[39m_draw_list_compositing_images(\n\u001b[0;32m 3141\u001b[0m renderer, \u001b[39mself\u001b[39m, artists, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msuppressComposite)\n\u001b[0;32m 3143\u001b[0m \u001b[39mfor\u001b[39;00m sfig \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msubfigs:\n\u001b[0;32m 3144\u001b[0m sfig\u001b[39m.\u001b[39mdraw(renderer)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:131\u001b[0m, in \u001b[0;36m_draw_list_compositing_images\u001b[1;34m(renderer, parent, artists, suppress_composite)\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[39mif\u001b[39;00m not_composite \u001b[39mor\u001b[39;00m \u001b[39mnot\u001b[39;00m has_images:\n\u001b[0;32m 130\u001b[0m \u001b[39mfor\u001b[39;00m a \u001b[39min\u001b[39;00m artists:\n\u001b[1;32m--> 131\u001b[0m a\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[0;32m 132\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 133\u001b[0m \u001b[39m# Composite any adjacent images together\u001b[39;00m\n\u001b[0;32m 134\u001b[0m image_group \u001b[39m=\u001b[39m []\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\axes\\_base.py:3064\u001b[0m, in \u001b[0;36m_AxesBase.draw\u001b[1;34m(self, renderer)\u001b[0m\n\u001b[0;32m 3061\u001b[0m \u001b[39mif\u001b[39;00m artists_rasterized:\n\u001b[0;32m 3062\u001b[0m _draw_rasterized(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure, artists_rasterized, renderer)\n\u001b[1;32m-> 3064\u001b[0m mimage\u001b[39m.\u001b[39m_draw_list_compositing_images(\n\u001b[0;32m 3065\u001b[0m renderer, \u001b[39mself\u001b[39m, artists, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39msuppressComposite)\n\u001b[0;32m 3067\u001b[0m renderer\u001b[39m.\u001b[39mclose_group(\u001b[39m'\u001b[39m\u001b[39maxes\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m 3068\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mstale \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:131\u001b[0m, in \u001b[0;36m_draw_list_compositing_images\u001b[1;34m(renderer, parent, artists, suppress_composite)\u001b[0m\n\u001b[0;32m 129\u001b[0m \u001b[39mif\u001b[39;00m not_composite \u001b[39mor\u001b[39;00m \u001b[39mnot\u001b[39;00m has_images:\n\u001b[0;32m 130\u001b[0m \u001b[39mfor\u001b[39;00m a \u001b[39min\u001b[39;00m artists:\n\u001b[1;32m--> 131\u001b[0m a\u001b[39m.\u001b[39mdraw(renderer)\n\u001b[0;32m 132\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 133\u001b[0m \u001b[39m# Composite any adjacent images together\u001b[39;00m\n\u001b[0;32m 134\u001b[0m image_group \u001b[39m=\u001b[39m []\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\artist.py:72\u001b[0m, in \u001b[0;36mallow_rasterization..draw_wrapper\u001b[1;34m(artist, renderer)\u001b[0m\n\u001b[0;32m 69\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 70\u001b[0m renderer\u001b[39m.\u001b[39mstart_filter()\n\u001b[1;32m---> 72\u001b[0m \u001b[39mreturn\u001b[39;00m draw(artist, renderer)\n\u001b[0;32m 73\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[0;32m 74\u001b[0m \u001b[39mif\u001b[39;00m artist\u001b[39m.\u001b[39mget_agg_filter() \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:641\u001b[0m, in \u001b[0;36m_ImageBase.draw\u001b[1;34m(self, renderer, *args, **kwargs)\u001b[0m\n\u001b[0;32m 639\u001b[0m renderer\u001b[39m.\u001b[39mdraw_image(gc, l, b, im, trans)\n\u001b[0;32m 640\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 641\u001b[0m im, l, b, trans \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mmake_image(\n\u001b[0;32m 642\u001b[0m renderer, renderer\u001b[39m.\u001b[39mget_image_magnification())\n\u001b[0;32m 643\u001b[0m \u001b[39mif\u001b[39;00m im \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m 644\u001b[0m renderer\u001b[39m.\u001b[39mdraw_image(gc, l, b, im)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:949\u001b[0m, in \u001b[0;36mAxesImage.make_image\u001b[1;34m(self, renderer, magnification, unsampled)\u001b[0m\n\u001b[0;32m 946\u001b[0m transformed_bbox \u001b[39m=\u001b[39m TransformedBbox(bbox, trans)\n\u001b[0;32m 947\u001b[0m clip \u001b[39m=\u001b[39m ((\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_clip_box() \u001b[39mor\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39maxes\u001b[39m.\u001b[39mbbox) \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_clip_on()\n\u001b[0;32m 948\u001b[0m \u001b[39melse\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfigure\u001b[39m.\u001b[39mbbox)\n\u001b[1;32m--> 949\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_make_image(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_A, bbox, transformed_bbox, clip,\n\u001b[0;32m 950\u001b[0m magnification, unsampled\u001b[39m=\u001b[39munsampled)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\matplotlib\\image.py:456\u001b[0m, in \u001b[0;36m_ImageBase._make_image\u001b[1;34m(self, A, in_bbox, out_bbox, clip_bbox, magnification, unsampled, round_to_pixel_border)\u001b[0m\n\u001b[0;32m 454\u001b[0m fact \u001b[39m=\u001b[39m \u001b[39m1e7\u001b[39m \u001b[39mif\u001b[39;00m scaled_dtype \u001b[39m==\u001b[39m np\u001b[39m.\u001b[39mfloat64 \u001b[39melse\u001b[39;00m \u001b[39m1e4\u001b[39m\n\u001b[0;32m 455\u001b[0m newmin \u001b[39m=\u001b[39m vmid \u001b[39m-\u001b[39m dv \u001b[39m*\u001b[39m fact\n\u001b[1;32m--> 456\u001b[0m \u001b[39mif\u001b[39;00m newmin \u001b[39m<\u001b[39m a_min:\n\u001b[0;32m 457\u001b[0m newmin \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 458\u001b[0m \u001b[39melse\u001b[39;00m:\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\numpy\\ma\\core.py:4191\u001b[0m, in \u001b[0;36mMaskedArray.__gt__\u001b[1;34m(self, other)\u001b[0m\n\u001b[0;32m 4190\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__gt__\u001b[39m(\u001b[39mself\u001b[39m, other):\n\u001b[1;32m-> 4191\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_comparison(other, operator\u001b[39m.\u001b[39mgt)\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\numpy\\ma\\core.py:4123\u001b[0m, in \u001b[0;36mMaskedArray._comparison\u001b[1;34m(self, other, compare)\u001b[0m\n\u001b[0;32m 4119\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m 4120\u001b[0m \u001b[39m# For regular arrays, just use the data as they come.\u001b[39;00m\n\u001b[0;32m 4121\u001b[0m sdata \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdata\n\u001b[1;32m-> 4123\u001b[0m check \u001b[39m=\u001b[39m compare(sdata, odata)\n\u001b[0;32m 4125\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(check, (np\u001b[39m.\u001b[39mbool_, \u001b[39mbool\u001b[39m)):\n\u001b[0;32m 4126\u001b[0m \u001b[39mreturn\u001b[39;00m masked \u001b[39mif\u001b[39;00m mask \u001b[39melse\u001b[39;00m check\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\astropy\\units\\quantity.py:591\u001b[0m, in \u001b[0;36mQuantity.__array_ufunc__\u001b[1;34m(self, function, method, *inputs, **kwargs)\u001b[0m\n\u001b[0;32m 569\u001b[0m \u001b[39m\u001b[39m\u001b[39m\"\"\"Wrap numpy ufuncs, taking care of units.\u001b[39;00m\n\u001b[0;32m 570\u001b[0m \n\u001b[0;32m 571\u001b[0m \u001b[39mParameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 585\u001b[0m \u001b[39m Results of the ufunc, with the unit set properly.\u001b[39;00m\n\u001b[0;32m 586\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[0;32m 587\u001b[0m \u001b[39m# Determine required conversion functions -- to bring the unit of the\u001b[39;00m\n\u001b[0;32m 588\u001b[0m \u001b[39m# input to that expected (e.g., radian for np.sin), or to get\u001b[39;00m\n\u001b[0;32m 589\u001b[0m \u001b[39m# consistent units between two inputs (e.g., in np.add) --\u001b[39;00m\n\u001b[0;32m 590\u001b[0m \u001b[39m# and the unit of the result (or tuple of units for nout > 1).\u001b[39;00m\n\u001b[1;32m--> 591\u001b[0m converters, unit \u001b[39m=\u001b[39m converters_and_unit(function, method, \u001b[39m*\u001b[39minputs)\n\u001b[0;32m 593\u001b[0m out \u001b[39m=\u001b[39m kwargs\u001b[39m.\u001b[39mget(\u001b[39m'\u001b[39m\u001b[39mout\u001b[39m\u001b[39m'\u001b[39m, \u001b[39mNone\u001b[39;00m)\n\u001b[0;32m 594\u001b[0m \u001b[39m# Avoid loop back by turning any Quantity output into array views.\u001b[39;00m\n", - "File \u001b[1;32mc:\\Users\\julia\\anaconda3\\Lib\\site-packages\\astropy\\units\\quantity_helper\\converters.py:192\u001b[0m, in \u001b[0;36mconverters_and_unit\u001b[1;34m(function, method, *args)\u001b[0m\n\u001b[0;32m 190\u001b[0m converters[i] \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[0;32m 191\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 192\u001b[0m \u001b[39mraise\u001b[39;00m UnitConversionError(\n\u001b[0;32m 193\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mCan only apply \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m function to \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 194\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mdimensionless quantities when other \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 195\u001b[0m \u001b[39m\"\u001b[39m\u001b[39margument is not a quantity (unless the \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 196\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mlatter is all zero/infinity/nan)\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 197\u001b[0m \u001b[39m.\u001b[39mformat(function\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m))\n\u001b[0;32m 198\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mTypeError\u001b[39;00m:\n\u001b[0;32m 199\u001b[0m \u001b[39m# _can_have_arbitrary_unit failed: arg could not be compared\u001b[39;00m\n\u001b[0;32m 200\u001b[0m \u001b[39m# with zero or checked to be finite. Then, ufunc will fail too.\u001b[39;00m\n\u001b[0;32m 201\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mTypeError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mUnsupported operand type(s) for ufunc \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m: \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m 202\u001b[0m \u001b[39m\"\u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(function\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m,\n\u001b[0;32m 203\u001b[0m \u001b[39m'\u001b[39m\u001b[39m,\u001b[39m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mjoin([arg\u001b[39m.\u001b[39m\u001b[39m__class__\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\n\u001b[0;32m 204\u001b[0m \u001b[39mfor\u001b[39;00m arg \u001b[39min\u001b[39;00m args])))\n", - "\u001b[1;31mUnitConversionError\u001b[0m: Can only apply 'greater' function to dimensionless quantities when other argument is not a quantity (unless the latter is all zero/infinity/nan)" + "max: 114.52926608637057 uK\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -509,14 +438,120 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 149, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "ps,_ = powspec.read_camb_scalar(\"test_scalCls.dat\")\n", + "#ps[0][0] is cltt spectrum\n", + "shape,wcs = enmap.geometry(shape=y_map.shape,pos=(0,0),res=np.deg2rad(pix_size/60.))\n", + "shape = (3,) + shape\n", + "omap = enmap.rand_map(shape,wcs,cov=ps)\n", + "#omap gives TQU maps, so for temperature, we need omap[0]" + ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 150, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Plot Power spectrum\n", + "ell = np.arange(ps[0][0].size)\n", + "plt.plot(ell, ps[0][0]*ell**2/(2*np.pi))\n", + "plt.ylabel('$D_{\\ell}$ [$\\mu$K$^2$]')\n", + "plt.xlabel('$\\ell$')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max: 158.13527426691596 uK\n", + "min: 21.598673365760533 uK\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cmb_map = omap[0]*u.uK\n", + "im = plt.imshow(cmb_map)\n", + "cbar = plt.colorbar(im)\n", + "im.set_extent([-width,width,-width,width])\n", + "plt.title('CMB map at Dec: 0, RA: 0')\n", + "plt.ylabel('arcmin')\n", + "plt.xlabel('arcmin')\n", + "cbar.set_label('T, uK', rotation=270)\n", + "# This is in units of positive uK\n", + "print(\"max: \", cmb_map.max())\n", + "print(\"min: \", cmb_map.min())" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max: 78.59127792740676 uK\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "total_map = dT_map - cmb_map\n", + "im = plt.imshow(total_map)\n", + "cbar = plt.colorbar(im)\n", + "im.set_extent([-width,width,-width,width])\n", + "plt.title('Mvir = 2.21e14, z=0.48, dT map with CMB')\n", + "plt.ylabel('arcmin')\n", + "plt.xlabel('arcmin')\n", + "cbar.set_label('-dT, uK', rotation=270)\n", + "#This is in units of -uK, to match with the original dT map\n", + "print(\"max: \", total_map.max())" + ] + }, + { + "cell_type": "code", + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -525,6 +560,7 @@ "data = {\n", "'temperature_submap': dT_map,\n", "'noise_submap' : np.zeros((10,10)),\n", + "'cmb_submap' : cmb_map,\n", "'y_central' : y_map[width][width], # maybe worth replacing with y_map.max()? just in case the central pixel is somehow not the max\n", "'M200': M200,\n", "'redshift_z': z,\n", @@ -534,6 +570,31 @@ "with h5py.File('sz_sim_data.h5', 'a') as f:\n", " utils.save_sim_to_h5(f, f\"sim_{sim_id}\", data, overwrite=True)" ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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2200 0.16024E+03 0.74949E+01 -0.78319E+00 0.21067E+05 0.54508E+01 From 5a5a84e6e60133c43af48a4e9bdc1ea7a243ec7b Mon Sep 17 00:00:00 2001 From: Kush Banker Date: Mon, 24 Jul 2023 17:58:50 +0100 Subject: [PATCH 2/5] Added function make_cmb_map to make_sz_cluster --- make_sz_cluster.py | 9 ++++ run_sims.ipynb | 128 +++++++++++++++------------------------------ 2 files changed, 51 insertions(+), 86 deletions(-) diff --git a/make_sz_cluster.py b/make_sz_cluster.py index cda5c56..c4d6a02 100644 --- a/make_sz_cluster.py +++ b/make_sz_cluster.py @@ -5,6 +5,7 @@ from scipy.interpolate import interp1d from colossus.cosmology import cosmology from colossus.halo import mass_adv +from pixell import enmap, powspec, enplot from astropy.constants import G, sigma_T, m_e, c, h, k_B from astropy import units as u @@ -220,7 +221,15 @@ def generate_cluster(self, radius, profile, f, noise_level, beam_size, z, nums, #return tSZ_signal(z, y_con), tSZ_signal(z, y_noise) return y_img, y_con, cmb_img, noise, cmb_noise, y_noise, SZsignal, aperture + def make_cmb_map(self, shape, pix_size): + ps,_ = powspec.read_camb_scalar("test_scalCls.dat") # currently using a test power spectrum, will eventually be replaced by + #ps[0][0] is cltt spectrum + shape,wcs = enmap.geometry(shape=shape,pos=(0,0),res=np.deg2rad(pix_size/60.)) + shape = (3,) + shape + omap = enmap.rand_map(shape,wcs,cov=ps) + #omap gives TQU maps, so for temperature, we need omap[0] + return omap[0] #FUNCTIONS BELOW HERE HAVE NOT BEEN TESTED OR USED RECENTLY; MIGHT BE USEFUL FOR THE ABOVE TO-DO LIST diff --git a/run_sims.ipynb b/run_sims.ipynb index f7aba5e..cf1acf5 100644 --- a/run_sims.ipynb +++ b/run_sims.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 30, + "execution_count": 1, "metadata": { "id": "lOkPyRZEQWsm" }, @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -64,7 +64,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -82,14 +82,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] @@ -143,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -156,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "scrolled": true }, @@ -168,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -178,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -187,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -196,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -207,7 +207,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -216,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -225,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -251,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": { "scrolled": true }, @@ -262,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -271,7 +271,7 @@ "2.0780683210418443e-05" ] }, - "execution_count": 18, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -282,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "metadata": { "scrolled": true }, @@ -304,7 +304,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -329,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -366,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -391,7 +391,6 @@ "beam_size_fwhp = 1.25\n", "conv_map = szcluster.convolve_map_with_gaussian_beam(pix_size, beam_size_fwhp, y_map)\n", "im = plt.imshow(conv_map, norm=LogNorm())\n", - "im = plt.imshow(conv_map, norm=LogNorm())\n", "cbar = plt.colorbar(im)\n", "im.set_extent([-width,width,-width,width])\n", "plt.title('Mvir = 2.21e14, z=0.48, Beam-Convolved Compton y map')\n", @@ -403,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -438,59 +437,20 @@ }, { "cell_type": "code", - "execution_count": 149, - "metadata": {}, - "outputs": [], - "source": [ - "ps,_ = powspec.read_camb_scalar(\"test_scalCls.dat\")\n", - "#ps[0][0] is cltt spectrum\n", - "shape,wcs = enmap.geometry(shape=y_map.shape,pos=(0,0),res=np.deg2rad(pix_size/60.))\n", - "shape = (3,) + shape\n", - "omap = enmap.rand_map(shape,wcs,cov=ps)\n", - "#omap gives TQU maps, so for temperature, we need omap[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 150, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#Plot Power spectrum\n", - "ell = np.arange(ps[0][0].size)\n", - "plt.plot(ell, ps[0][0]*ell**2/(2*np.pi))\n", - "plt.ylabel('$D_{\\ell}$ [$\\mu$K$^2$]')\n", - "plt.xlabel('$\\ell$')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 151, + "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "max: 158.13527426691596 uK\n", - "min: 21.598673365760533 uK\n" + "max: 75.41101051642461 uK\n", + "min: -34.423803184255824 uK\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -500,7 +460,7 @@ } ], "source": [ - "cmb_map = omap[0]*u.uK\n", + "cmb_map = szcluster.make_cmb_map(shape=y_map.shape, pix_size=pix_size)*u.uK\n", "im = plt.imshow(cmb_map)\n", "cbar = plt.colorbar(im)\n", "im.set_extent([-width,width,-width,width])\n", @@ -515,19 +475,19 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "max: 78.59127792740676 uK\n" + "max: 64.05783437289074 uK\n" ] }, { "data": { - "image/png": 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\n", 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NK9QW8h6eU1IFhgwZglOnTmHRokW6/zHec889sFgsWLZsGex2O9544w307dsXkZGRom1JOwGHDx9GYGCg6LF9+3ZRnZ988gn69u2LDh06YPXq1WV2CMqSlpaGYcOGYfDgwVi0aFG5OzQXi4qKQs2aNbFz585SHxW5RHTv3r346quvEBkZ6XwUX1p7yy23ID4+vkJtzc3NRc+ePeFwOPDhhx+W2rFp2LCh6L26+BLs4nMKik94LJadnY1Tp04hMTHRbbv27duHd9991+X1zp4929me4s71H3/8gePHj+OGG24oUcf111+PvLw8Ue7LxSIjI6FpGrKzs0s8V9qyqrRixQokJCRg1apV6Nu3L9q2bYvk5OQyR7bcvaZLOwOX6ty5M7755ht88803OHr0KG699VaEhYXh+uuvx6ZNm7B582Y0btwYdevW9fyFVUC3bt3wxx9/iE6KLc3QoUOxfv16fP/99yUuBpBq2bIllFL48ccfK7Q+eRdHSqrA1VdfjX/84x/46aefMHjwYLdlIyMj0bdvX7z++utISUlBdnZ2hT+c7hg9fbNx40b07dsXN954I9atW+f8z0pq2bJlGDZsGO6//3689tprHnVIgKKh+JUrV8Jut6NNmzYe1VVs5cqVzpGCYh9//DFmz56NRYsWVeik3IKCAtxxxx04fPgwduzYUeZ/yRWZvunevTuCg4OxbNkyl31QfDVG37593da1devWEsuWLVuG5cuXY926dbj66qsBFB2zwcHBpf4hSk9Ph8lkEo/gFQsNDcUNN9yANWvWYM6cOc7RirNnz+L9998vV12VTdM0BAUFuRyz2dnZpV59AxSdwPvHH384p3DsdjtWrVqFhg0blvn+F+vSpQsef/xxPPnkk6hTp45zJKBLly5Yv349srOzRVO4Foulwid7uzN+/HgsXboUI0eOxNatW0t0sNV/r/q64447Sl3/jjvuwB133IGIiIhynyxb7PvvvwdQ+lV95HvYKakizz77rLjs0KFDsWrVKowePRp16tTxeCi2NEFBQS7Dnp7YsWMH+vbti5iYGDz++OPOL4VizZo1c146+/rrr2Po0KFYunQpHnjgAQBF8/EPPfQQWrVqhYcffhjffPONy/qtW7d2dnLOnz+PDz/8EACcfwS3b9+OU6dOITQ01Dn/f/fdd+PNN99Ez5498eijj+KGG25AYGAgjh49iq1bt+L22293fjGePHnSORpUPKrw0UcfoVatWqhVqxY6dOgAAKV+SRaPACQlJbnsz8OHDyMhIQGDBw92m7w7fvx4fPrpp5g5cybOnTvn8oe9Vq1azsu6y7qSwp0aNWrgiSeewJNPPokaNWqga9eu2LlzJ1JTUzFs2DA0a9bMWba096W0FNTi9Nz27ds7g+MsFgtGjhyJ+fPn44EHHsDAgQNhNpuxbt06vPXWW3jooYdcpkaGDBmC5cuXIyMjA/Xr1y+z/U8//TS6d++OW2+9FRMnToTdbsfs2bMRGhqqe5m5N/Xu3Rtr1qzByJEjcddddyErKwtPP/00YmNjcejQoRLlo6Ki0KlTJzz55JMIDQ3Fyy+/jJ9++kl0WXBSUhIiIyOxceNGl1HXLl264Omnn3b+rKdFixZYs2YNFi5ciKSkJJhMJkO+DxISErBy5UoMHDgQrVq1wujRo9G6dWsARQnIS5cuhVKqzE5JcHCwOAkaKLo8v/gzk5OTg82bN2PJkiVITk52O01OvoOdkstAly5dULduXWRlZWHq1KnlztHwts2bN+PChQs4fPiw86Szi23dutX5B87hcMBut7tcurphwwY4HA589913aN++fYn1L/7jdeLECfTv39/l+eL46fj4eGcnwWw2Y/369fjXv/6FN954A7NmzUJAQADq1KmDDh06uPyR37dvX4k6R44cCaDoROWKxNgXR2brjRDs27cPAPD444+XeE6vQyMxdepUhIWF4aWXXsLcuXMRExODxx57DFOnTnUpV9r7Uh5z5szBtddei1deeQX3338/HA4HGjZsiBdffBF///vfXcqeO3cOISEhqF69uts6b731Vqxbtw5PPPEEBg4ciJiYGIwcORIXLlzA9OnTK9TOyvDggw/ixIkTWLRoEZYuXYoGDRrgsccew9GjR0tt52233eaMXM/MzETDhg3x5ptvlogJKI3JZELHjh2xdu1al85H8W0XLly4gFtuuUW3nkcffRT79u3D448/jpycHCilKnzp/6V69+6NPXv2YN68eVi0aBGysrJgMpmQkJCA7t27V+jk97Jc/LkJDQ1FfHw8nnzySUyYMKFc58JR1dGUUUceEZXp5ZdfxuTJk/Hrr79WypU6l7OYmBgMGjToirw6QtM0jBo1Ci+++GJVN4XIJ/j2v9xEfmLr1q0YO3YsOySX2LdvH86fP49//vOfVd0UIvIBnL4h8oJ33323qpvgk5o3b14isZiIrlzslBARVRHOnhO5uqymbz777DP06dMHcXFx0DStxA3ElFJITU1FXFwcQkJC0LFjR+eJg+6sXr0azZo1c94Ma+3atZX0CoiIiKgsl1WnJC8vD9ddd12ZJ4U999xzmD9/Pl588UXs3LkTMTExuPXWW3H27Nky60xPT8fAgQMxaNAg/PDDDxg0aBAGDBiAr7/+urJeBhEREZXisr36RtM0rF271hn4pJRCXFwcxo0b5zxpzmq1Ijo6GrNnz8bDDz9caj0DBw5Ebm4uPvroI+ey7t27IzIyEm+//Xalvw4iIiIq4jfnlGRkZCA7Oxtdu3Z1LrNYLOjQoQO+/PLLMjsl6enpGD9+vMuybt26YcGCBWVuy2q1uqRpOhwO/Pnnn6hZs6bHyaNEROR9SimcPXsWcXFxlZYFlZ+fj4KCAkPqCgoKKvUGj5c7v+mUFN8r4tJLLqOjo93eyTI7O7vUddzdT2PWrFk+FdZERETGyMrK0o33r4j8/HwkxF+F7BN2Q+qLiYlBRkaG33VM/KZTUuzSkQqllO7oRXnXmTJlCiZMmOD8PScnB/Xq1UNS96kwB5Z9gJjz9dMxzYWyBE2TTb+cJqhLUg9sshk+za7/YdPsgrokKaL2iiWNVliAfhqkCpQlRjqC9T92tmqBumUKr9LfXuFVsv/4rBH65QrC9OspDNd/f23hsi9l01WFumVCQvX/6wwLztctc1Wg7L/XALMxx53Nrr+/8wplN7A8Z9W/r9SF8/p12c7rH3OmPNkxHnBOf8Q4IE+/TGDZNwS+qB7Z91NAvvty9sJ8fP/eMwgLExzoFVBQUIDsE3Yc2VUf4WGejcTknnUgPukwCgoK2CnxVcW3+s7OznaJ8j5x4oTbwKqYmJgSoyJ661gsllJvMGcODEaAu06J4A+pWQk7JRB0SgR1mSTbE7ZJg6BTAsEXiCbZnpc7JYKIaiWMsXYE6H/5Q1BG0glyBMm+/MyCcmbBPRXtwfrvrylE2Cmppv/6zNUEf/xC9NsUECibdg00G/NfLuz6ry1A2CkxC94YEwRllKBTImg3AJhs+vvTLCqjvy1zobBTIvmHCPI7q1fUVWEargrzbBsO+O9pApfV1TfuJCQkICYmBps2bXIuKygowPbt29GuXbsy10tJSXFZByi6w627dYiIiCrCrhyGPPzVZTVScu7cOfzyyy/O3zMyMvD999+jRo0aqFevHsaNG4eZM2eiUaNGaNSoEWbOnIlq1arh3nvvda7zwAMP4Oqrr8asWbMAFN2I6uabb8bs2bNx++2347333sPmzZuxY8cOr78+IiLybw4oOCQjxjp1+KvLqlPy7bffutzxsvi8juK7p06ePBkXLlzAyJEjcebMGbRp0wYbN250mSPMzMx0ObO6Xbt2WLlypfOW7g0bNsSqVavQpk0b770wIiIiurw6JR07dnQby6xpGlJTU523ri9Nabedv+uuu3DXXXcZ0EIiIqKyOeDw+Iw4z2vwXX5zTgkREZGvsytlyKO8jh07hvvvvx81a9ZEtWrV0KpVK+zatcv5fEVv02I0dkqIiIj82JkzZ9C+fXsEBgbio48+wv79+zFv3jxUr17dWaYit2mpDJfV9I2vC8q1ISCg7GvYzFbBJbOFsksOJRkkXs0NAWTZIYK6NIegTdL/FASX9ymT4PI65YP9d0mzfTFhWPpPnujQ1H99hYLLWK0m2VehTXAcOJR+mwoEbTqXL7gGG8CFfP1LeW0X9F+fdl5wmbIgWwQAAiUZJOcE9ZzTPwgCz8u+n/TKmYTfvZ6qihNdZ8+ejbp16yItLc25rH79+s6flVJYsGABpk6din79+gEAli9fjujoaLz11ltlJqJXBh/8piUiIvJPDijYPXwUd0pyc3NdHhff/uRi69evR3JyMvr374/atWujdevWePXVV53P692mxZvYKSEiIroM1a1bFxEREc5HcdTFpX777TcsXLgQjRo1wieffIIRI0Zg7NixeP311wG4v02Lu1uuVAZO3xAREXmJkdM3WVlZCA8Pdy4vLWkcKLppbHJyMmbOnAkAaN26Nfbt24eFCxfigQcecJaryG1ajMaREiIiIi8x8uqb8PBwl0dZnZLY2Fg0a9bMZdm1116LzMxMAK63abmY3i1XKgM7JURERH6sffv2OHjwoMuyn3/+GfHx8QAqfpuWysDpGyIiIi9xwPPbiZZ3/fHjx6Ndu3aYOXMmBgwYgG+++QaLFy/G4sWLARRN20hu0+IN7JQQERF5SfEVNJ7WUR7XX3891q5diylTpuCpp55CQkICFixYgPvuu89ZRnKbFm9gp4SIiMhL7Kro4Wkd5dW7d2/07t27zOclt2nxBnZKDBRwrgABAWWfpmMqMC48DTZBOUnomSCETBRmJqzLsHqMPCNcUpcohE12ipYy65dTAcaEvkkz3yTlRHVJ3hbhW6cEIWSSMja7fsOtJv3gMAAwOfTrsgvKWAv1v3qtBcJAN0F4mpYvCEa7oL8vA87L3ryAPP0ygXn6n/OgPP3vsABBGQAIPF92sCUAaDb3z5N3sFNCRETkJVVxTsnlhJ0SIiIiL3FAg106XOimDn/FS4KJiIjIJ3CkhIiIyEscqujhaR3+ip0SIiIiL7EbMH3j6fq+jNM3RERE5BM4UkJEROQlHClxj50SIiIiL3EoDQ5Bvo5eHf6K0zdERETkEzhSYiCT1QaTrbDM50VprZKkVgCa3Zi0Vp8kSEaVpKJK60KAftqlChSUschSQR1B+m1yBOr/J2QXlHHoh30CAJTgm0AJXp5hqa8ANE3/+DUu9VX23kmIEmQFia6FwkRXJUhrNQvSWkVl8kVNQsAF/fdOVOa8/vecXlJrMbNOOWX3TqIrp2/cY6eEiIjIS+wwwe7hJIXwZiSXJXZKiIiIvEQZcE6JZPTvcsVzSoiIiMgncKSEiIjIS3hOiXvslBAREXmJXZlgF50R7q4Ogxrjgzh9Q0RERD6BIyVERERe4oAGh4fjAQ7471AJOyVERERewnNK3GOnxECa1QbN7CbIyK5/dbkoFA2QBaNpxhy44qAyyfYkYWYmQSCWu/18MbOgLkEwmiNIUEYYnmYL1i9nC9bfT3aLIGAtSHYM2IP0yzgCBWFmAYLj0iT8L8+g713J5Zd2h2xjkksxCwVBbJJgNIdVdjxpBfptMgnKmK362xKHp+ULgtHy9b/rzIIyJqswcNJadrAlAGheCk8j99gpISIi8hJjTnTl9A0RERF5qOicEg9vyOfH0ze8+oaIiIh8AkdKiIiIvMRhwL1v/PnqG78aKalfvz40TSvxGDVqVKnlt23bVmr5n376ycstJyKiK0HxOSWePvyVX42U7Ny5E/aLrnDZu3cvbr31VvTv39/tegcPHkR4eLjz91q1alVaG4mI6MrlgIk5JW74Vafk0s7Es88+i4YNG6JDhw5u16tduzaqV69eiS0jIiIiPX47BlRQUIAVK1Zg6NCh0HTyM1q3bo3Y2Fh07twZW7du1a3barUiNzfX5UFERKTHrjRDHv7Kr0ZKLrZu3Tr89ddfGDJkSJllYmNjsXjxYiQlJcFqteKNN95A586dsW3bNtx8881lrjdr1ixMnz695BMOB6CVHfajOQwcchOEkClBCJkozCxAFuKkRHUJ2i0pI3ltkAWjqQBBuFagfpscFlkf3xaiX84WrN8mW4j+tuzBkhYBDlF4mn4ZUXiaWfY50AQha5omCHQTbMvukL13kiA2m01wrNgFx2+hrE2yYDRJwJr+tsxW2XtnNqguU4EgcFIanmZzH8QmDq70kN2AE13tnL65/CxZsgQ9evRAXFxcmWWaNGmCJk2aOH9PSUlBVlYW5s6d67ZTMmXKFEyYMMH5e25uLurWrWtMw4mIiK5QftkpOXLkCDZv3ow1a9aUe922bdtixYoVbstYLBZYLJaKNo+IiK5QDmWCw8OrZxxMdL28pKWloXbt2ujVq1e51929ezdiY2MroVVERHSl4/SNe37XKXE4HEhLS8PgwYMREOD68qZMmYJjx47h9ddfBwAsWLAA9evXR/PmzZ0nxq5evRqrV6+uiqYTERFd0fyuU7J582ZkZmZi6NChJZ47fvw4MjMznb8XFBRg0qRJOHbsGEJCQtC8eXNs2LABPXv29GaTiYjoCuEAPL56xjun5FYNv+uUdO3aFaqM+bZly5a5/D558mRMnjzZC60iIiIyKjzNb9M8/PiVERER0WXF70ZKiIiIfJUR967hvW/IELLAL+Fco0GhZ7JwMdkHQFKXw6jwNLNsPzkkoWeC8DRHkCBgTVAGAGwWQV2C0DNbiKAe4ZXrdov+2fyOIEFQWaAg8EwYnmYSBKOJwtME8/fSaxnsdv3jyW4TfA4K9ctoNtnxZBKUMxXq1yMKPBPUU7Q9QTBaof6ZEZpdcAw4hGdY6F1G66XLbB3Q4JB+z7upw1+xU0JEROQlHClxz39fGREREV1WOFJCRETkJcaEp/nveAI7JURERF7iUJroxo56dfgr/+1uERERkYtZs2ZB0zSMGzfOuUwphdTUVMTFxSEkJAQdO3bEvn37qqR97JQQERF5ieO/0zeePCoanrZz504sXrwYLVu2dFn+3HPPYf78+XjxxRexc+dOxMTE4NZbb8XZs2eNeMnlwk4JERGRlxTfJdjTR3mdO3cO9913H1599VVERkY6lyulsGDBAkydOhX9+vVDYmIili9fjvPnz+Ott94y8qWLsFNCRER0GcrNzXV5WK3WMsuOGjUKvXr1QpcuXVyWZ2RkIDs7G127dnUus1gs6NChA7788stKa3tZ2CkhIiLyEjs0Qx4AULduXURERDgfs2bNKnWbK1euxHfffVfq89nZ2QCA6Ohol+XR0dHO57yJV98YSdOKHmWRpLCahempktRTScJqkP4hoIJkbbJL0lMFZZQkYTVQmOgqqUvwKZDUYw+StEiW/OoQJLHaBKmv9hBZSqVD0HYlSHRFgCClU1AGADSTdxI2AcDhkB1PkkRXh11QlyCFVSuUtUkTpKyabIIykhRWmzCNV1CXJK3VZBMcK15KYjVKRadfLq0DALKyshAeHu5cbrGU/OLIysrCo48+io0bNyI4uOwvDe2Sv11KqRLLvIGdEiIiostQeHi4S6ekNLt27cKJEyeQlJTkXGa32/HZZ5/hxRdfxMGDBwEUjZjExsY6y5w4caLE6Ik3cPqGiIjIS+wwYgpHrnPnztizZw++//575yM5ORn33Xcfvv/+ezRo0AAxMTHYtGmTc52CggJs374d7dq1M/z16+FICRERkZcYOX0jERYWhsTERJdloaGhqFmzpnP5uHHjMHPmTDRq1AiNGjXCzJkzUa1aNdx7770etbMi2CkhIiLyEl+8Id/kyZNx4cIFjBw5EmfOnEGbNm2wceNGhIWFGbodCXZKiIiIriDbtm1z+V3TNKSmpiI1NbVK2nMxdkqIiIi8REGDA55d1aI8XN+XsVNCRETkJb44feNL/PeVERER0WWFIyVGCjAD5rIDy5QkPE0QigYAjiBBMJpF/+21WwRhUNLwNEldgtAze6D+tiRhZkXl9Msog8LTHIJ2S8tJytiD9UOjpIFuDkEwmgoQhFSZBaFZwlA0TRO0SXALd4cgf8vhEH7uJOFpNkFdgvA0kzA8TVLOJAhY0wwKWANkwWiSMoYGo+kFgXkpKMyhNDgEx61eHf6KnRIiIiIvKb7Tr6d1+Cv/fWVERER0WeFICRERkZdw+sY9dkqIiIi8xAETHB5OUni6vi/z31dGRERElxWOlBAREXmJXWmwezj94un6voydEiIiIi/hOSXusVNCRETkJcqAuwQrP050ZafEQCrABGUu+2BRboLVnGUs+mUAwB5sTDCaPVhQRlAPANgsxgSMicp4OTxNCd4Wybak5RyB+qFRov1kkYVPKcH2jAxGkzAqGA2C+4TYbcLPnSQYrUC/jElSRhB4Ji1nKtAvY5bUIwhYAwBTof4bo9kFb56B4Wl64ZX+/If+csJOCRERkZfYocHu4Q31PF3fl7FTQkRE5CUO5fk5IQ4D0/d9DceriIiIyCdwpISIiMhLHAac6Orp+r7Mr15ZamoqNE1zecTExLhdZ/v27UhKSkJwcDAaNGiARYsWeam1RER0pXFAM+Thr/xupKR58+bYvHmz83ezmyteMjIy0LNnTwwfPhwrVqzAF198gZEjR6JWrVq48847vdFcIiIi+i+/65QEBATojo4UW7RoEerVq4cFCxYAAK699lp8++23mDt3LjslRERkOCa6uudX0zcAcOjQIcTFxSEhIQF33303fvvttzLLpqeno2vXri7LunXrhm+//RaFhcKQACIiIqHic0o8ffgrvxopadOmDV5//XU0btwYf/zxB5555hm0a9cO+/btQ82aNUuUz87ORnR0tMuy6Oho2Gw2nDp1CrGxsaVux2q1wmq1On/Pzc0FUBSO5i4gTRKM5hCHp+mXs4XoH7i2YEGwlCAUraicoEyQIBArSL8eaVCZ5LNrWHiaIFxMWpdoe4LAMxUgbZOgnGbQdYjC//IcdmO+eCWtdkhC0QAoq/4bo0mC0az6+0BSBgDMVkkZ/b1gLpCUEaXVwWQTBO1JrmuVbU5G723x48tsLyd+1d3q0aMH7rzzTrRo0QJdunTBhg0bAADLly8vcx1Nc/3gq/8mCF66/GKzZs1CRESE81G3bl0DWk9ERP7OAc15/5sKP/z4RFe/6pRcKjQ0FC1atMChQ4dKfT4mJgbZ2dkuy06cOIGAgIBSR1aKTZkyBTk5Oc5HVlaWoe0mIiL/pAy48kb5cafEr6ZvLmW1WnHgwAHcdNNNpT6fkpKC999/32XZxo0bkZycjMDAsm8sYrFYYLEI5iqIiIguwrsEu+dXIyWTJk3C9u3bkZGRga+//hp33XUXcnNzMXjwYABFIxwPPPCAs/yIESNw5MgRTJgwAQcOHMDSpUuxZMkSTJo0qapeAhER0RXLr0ZKjh49invuuQenTp1CrVq10LZtW3z11VeIj48HABw/fhyZmZnO8gkJCfjwww8xfvx4vPTSS4iLi8O///1vXg5MRESVgomu7vlVp2TlypVun1+2bFmJZR06dMB3331XSS0iIiL6H07fuOe/3S0iIiK6rPjVSAkREZEvM+LeNf58STA7JURERF7C6Rv32CkxUoAGmMueEXME6M+W2QNlM2qSlFVJGVGia7CoSbBL6jIorVWSwlpUlyCmUZL6alAZcV2ChFVJ6quhE7SCL0IlSGF1SGM63QQY/m+DgiKSZFib7EtelNaar1/GnK+/vYB8UZMQcEGQxGpQ6qvJKkx0LdQvpxXa9cs4DIx01TueJMcbVTp2SoiIiLyEIyXusVNCRETkJeyUuMerb4iIiMgncKSEiIjISzhS4h47JURERF6i4PklvYLzuy9b7JQQERF5CUdK3OM5JUREROQTOFJCRETkJRwpcY+dEgMp6ORLmfUPJIcwPM0RKAkqkwSs6W9LEoomrksSnhYoCA4THrmiz64kzExUj2ymV1SXUd850uwp0fYEhQTbUzZJ6puQw5g2aYWyz50k9EwUjHZBf1sB5yUtktUVeEF/JwQIypil4WlWm24ZUXia3bizJ1SAb/whZ6fEPU7fEBERkU9gp4SIiMhLikdKPH2Ux6xZs3D99dcjLCwMtWvXRt++fXHw4EGXMkoppKamIi4uDiEhIejYsSP27dtn5EsXYaeEiIjIS5TSDHmUx/bt2zFq1Ch89dVX2LRpE2w2G7p27Yq8vDxnmeeeew7z58/Hiy++iJ07dyImJga33norzp49a/QucIvnlBAREfmxjz/+2OX3tLQ01K5dG7t27cLNN98MpRQWLFiAqVOnol+/fgCA5cuXIzo6Gm+99RYefvhhr7WVIyVERERe4oBmyAMAcnNzXR5Wq+B20ABycnIAADVq1AAAZGRkIDs7G127dnWWsVgs6NChA7788kuD94B77JQQERF5iZHnlNStWxcRERHOx6xZs3S3r5TChAkTcOONNyIxMREAkJ2dDQCIjo52KRsdHe18zls4fUNERHQZysrKQnh4uPN3i0U/l2H06NH48ccfsWPHjhLPaZrruSpKqRLLKhs7JURERF5SkRNVS6sDAMLDw106JXrGjBmD9evX47PPPkOdOnWcy2NiYgAUjZjExsY6l584caLE6EllY6fEi5RJ/0BUgoA1AHAIgoAcgndXEsLmCJS0SFZOFIwmqEcJJx6VJNBMsMuNzCrSBE2SREZp+tlTsnAxAJpdcGyKQt8MvFWYYIOSfWCyCerRz/oCIAxGy9evRxKMFpAn25eBeYJgNFEZ/Z1gvlAoapOWLwlPE+x0JdgHZulZCL5xtkJVhKcppTBmzBisXbsW27ZtQ0JCgsvzCQkJiImJwaZNm9C6dWsAQEFBAbZv347Zs2d71NbyYqeEiIjIS4wcKZEaNWoU3nrrLbz33nsICwtznicSERGBkJAQaJqGcePGYebMmWjUqBEaNWqEmTNnolq1arj33ns9amt5sVNCRETkxxYuXAgA6Nixo8vytLQ0DBkyBAAwefJkXLhwASNHjsSZM2fQpk0bbNy4EWFhYV5tKzslREREXqIMmL4p70iJEkyDaZqG1NRUpKamVrBVxmCnhIiIyEsUZKfK6NXhr3zjzB8iIiK64nGkhIiIyEsc0KBJLvnTqcNfsVNCRETkJVVx9c3lhNM3RERE5BM4UuJrhB1gSXiYMhtTxiEoY+T2RK9NEoomrEtClAkmPPtMEwSaGbk9bxINS0vbLcm9k4SnFeq3ySTLBINZcL+zgAv6DZeEpwUJAs8AWTBa4DlBMNr5At0yJmF4Ggr0y2k2wZsniDhXki8VADDrlLN75wPlUBo0L4enXU7YKSEiIvISpQy4+sYH/yExCqdviIiIyCdwpISIiMhLeKKre+yUEBEReQk7Je751fTNrFmzcP311yMsLAy1a9dG3759cfDgQbfrbNu2DZqmlXj89NNPXmo1ERFdKYrvEuzpw1/5Vadk+/btGDVqFL766its2rQJNpsNXbt2RV5enu66Bw8exPHjx52PRo0aeaHFREREVMyvpm8+/vhjl9/T0tJQu3Zt7Nq1CzfffLPbdWvXro3q1atXYuuIiOhKx6tv3POrkZJL5eTkAABq1KihW7Z169aIjY1F586dsXXr1spuGhERXYGKOiWah4+qfhWVx69GSi6mlMKECRNw4403IjExscxysbGxWLx4MZKSkmC1WvHGG2+gc+fO2LZtW5mjK1arFVbr/1KUcnNzDW8/ERHRlcZvOyWjR4/Gjz/+iB07drgt16RJEzRp0sT5e0pKCrKysjB37twyOyWzZs3C9OnTSyzXlILm8J0urOhcKAPPl/L29iQ0SSimoOGSekQprJClkEKyPaOSYaXbMyhlVvSeCOsy6QeVysroh5kCAMz5grRWQZlASeprnuRAEaa15um/QO28flytZhXuKElaq11QRi+FFUXfuyIB7uvSJO0xAK++cc8vp2/GjBmD9evXY+vWrahTp06512/bti0OHTpU5vNTpkxBTk6O85GVleVJc4mI6AqhDHr4K78aKVFKYcyYMVi7di22bduGhISECtWze/duxMbGlvm8xWKBxWKpaDOJiIioFH7VKRk1ahTeeustvPfeewgLC0N2djYAICIiAiEhIQCKRjmOHTuG119/HQCwYMEC1K9fH82bN0dBQQFWrFiB1atXY/Xq1VX2OoiIyD9x+sY9v+qULFy4EADQsWNHl+VpaWkYMmQIAOD48ePIzMx0PldQUIBJkybh2LFjCAkJQfPmzbFhwwb07NnTW80mIqIrhRHzL348f+NXnRIlOOFp2bJlLr9PnjwZkydPrqQWERERXcSAkRLZVQWXJ7880ZWIiIguP341UkJEROTLmOjqHjslREREXsITXd1jp8RIdsDtGUh+3LsVk+wDUZCXcR9KSSiYJPBMs8naJAnzEm1PFLCmXwaAMKzNoDLCjCpJOZNd/80zFerXYy6QfTjNVkHomSQY7bz+iws4L2g4ANN5g4LRLuiXUVb9MgAAu/TA02HWP8NA04TfBXptMqrN5BF2SoiIiLxFaZ6fqMqREiIiIvIUzylxj1ffEBERkU/gSAkREZG3MDzNLXZKiIiIvIRX37jH6RsiIiLyCRwpISIi8iY/nn7xFDslREREXsLpG/fYKTGQphQ0N9dquXvOycAetCQUzNDtGRnmZRBZmJf+B1wUeCYoI63LqO1J97fm0D8QjApGk7y2onKCYDTJvizUr0cenqa/E8wX9HeC+YJ+MJokFA0AtPP5+oXyBcFo+fr1qAJZoBscgoPFJAhGCwrUr8cmO6A0m/v3RXMIU/08xRNd3eI5JUREROQTOFJCRETkNdp/H57W4Z/YKSEiIvIWTt+4xekbIiIi8gnslBAREXmLMujhg/Ly8vDWW295VAc7JURERN5SfJdgTx8+6I8//sDDDz/sUR0VOqfEbrdj2bJl2LJlC06cOAHHJZd/ffrppx41ioiIiK48FeqUPProo1i2bBl69eqFxMREaJpv9tqIiIh8iVJFD0/r8FWe9gcq1ClZuXIl3nnnHfTs2dOjjfsdvaPNyOAwow5KQT3yAC79Miab/gGrTJKQOdmBb1SYlyykS78MAJgEmViSwC9RCJmXv7zMkqAyqzCoTBBoJtpPBYLAs0LZQW6y6h9Qpnz9N0a7oH8QaILAMwBQgvA0WTCafptUoTD5TkAzmwWFBJ/zQNl7pxte6a2/9FV09c3LL7+MOXPm4Pjx42jevDkWLFiAm266ycOGuLr66qvx0UcfeVRHhc4pCQoKwjXXXOPRhomIiKjyrVq1CuPGjcPUqVOxe/du3HTTTejRowcyMzMN28bPP/+Mjz/+GKdPn8ahQ4cqXE+FOiUTJ07Ev/71LyhfHkMiIiLyNVVwouv8+fPx0EMPYdiwYbj22muxYMEC1K1bFwsXLvT45Zw4cQI9e/bEtddeiwEDBqB///5o0qQJevbsiZMnT5a7vgpN3+zYsQNbt27FRx99hObNmyMw0PX+BGvWrKlItURERH5NU8L7kunUAQC5ubkuyy0WCywWi8uygoIC7Nq1C4899pjL8q5du+LLL7/0rCEAhg0bhuPHj+Prr79GcnIylFLYtWsXHnroIQwdOhTvv/9+ueqrUKekevXquOOOOyqyKhER0ZXLwHNK6tat67J42rRpSE1NdVl26tQp2O12REdHuyyPjo5Gdna2hw0BNm/ejG3btiE5ORlA0YmuycnJePXVV9GxY8dy11ehTklaWlpFViMiIiKDZGVlITw83Pn7paMkF7v0qhillCFXzkZHR8NcyknLgYGBiI2NLXd9DE8jIiLyFgPPKQkPD3d5lNYpiYqKgtlsLjEqcuLEiRKjJxXxzDPPYPz48Th48KBz2cGDBzFmzBg8/fTT5a5PPFLyt7/9DVu2bEFkZCRat27ttof13XfflbshREREfs/LlwQHBQUhKSkJmzZtcjntYtOmTbj99ts9bAjw5JNP4sSJE7j22mtRvXp1AMBff/2FatWqYerUqZg6daqzbEZGhm594k7J7bff7uyF9e3bt3ytJiIioioxYcIEDBo0CMnJyUhJScHixYuRmZmJESNGeFz3uHHjPG/gRcSdkmnTppX6MxEREQlVQXjawIEDcfr0aTz11FM4fvw4EhMT8eGHHyI+Pt7DhgBjx451+7zNZsMXX3yBDh06iOqr0ImuFzt37lyJe99cfOLNFUXT3CcQ+uAZPJJL06SXr0nSU0Uc+idfiVNmJYmugiRWsySFVZBACgBmQVCnJBlVkugqjTMoDNUvWBChXyZEEEsQcEH25gVcEKSnCtJaNZt+GVOBLKlUEyS6alZJWqsgPVWY6AqrfjlRWqugjKGppyYv355E76ROb90upYoSXUeOHImRI0d6uOHy+/PPP3HLLbeU6CeUpUJ/JjMyMtCrVy+EhoYiIiICkZGRiIyMRPXq1REZGVmRKomIiMgPlecqnwqNlNx3330AgKVLlyI6Opo35CMiIpKoQCJrqXVcRsqT/l6hTsmPP/6IXbt2oUmTJhVZnYiI6IpkZKKrL3jwwQfdPn/hwoVy1VehTsn111+PrKwsdkqIiIiuYDk5OW6ftwrOebpYhTolr732GkaMGIFjx44hMTGxxL1vWrZsWZFqDVPeWzRv374dEyZMwL59+xAXF4fJkycbcqkUERGRiyo60bWy6N3r7uTJk+UKaatQp+TkyZP49ddfXYZtNE1zxtba7UZdhlF+xbdofvnll9G+fXu88sor6NGjB/bv34969eqVKJ+RkYGePXti+PDhWLFiBb744guMHDkStWrVwp133lkFr4CIiMg/lOd8EqCCnZKhQ4eidevWePvtt33uRNeLb9EMAAsWLMAnn3yChQsXYtasWSXKL1q0CPXq1cOCBQsAANdeey2+/fZbzJ07l50SIiIylAYDzikxpCXeU+lX3xw5cgTr16/HNddcU5HVK01FbtGcnp6Orl27uizr1q0blixZgsLCwhJTU0DRHNnF82SX3j6aiIiIgIiIiHLdxLdCnZJOnTrhhx9+8LlOSUVu0ZydnV1qeZvNhlOnTpV6l8NZs2Zh+vTpJZYrswZlLrtHqARhQarkzRbLqEtWzhDSXr2knCA/xyQJdJOGpwkysSTBaGarfqPM+YIGAQiQ1CUIYtPs+mUkxxwA5NfUP6B+nPiybpmk1Ed0y5jzZdO75vP6b54k9EwSnqYVCqecCwXbKxCk8RUKythkgW5KUs7h5ZMQJP8Za/rHnFbK3WdLlAmQfWkqs/vtKW+lW/rJJcGvvPIKunXrhvr167stZ7FY8MADD4jrrVCnpE+fPhg/fjz27NmDFi1alBhNuO222ypSrWHKe4vm0sqXtrzYlClTMGHCBOfvubm5qFu3bkWbS0REVwo/OdF17969GDt2LAoLC8VprRIV6pQUX5ny1FNPlXiuKk90rcgtmmNiYkotHxAQgJo1a5a6jsViKfUW0URERFeCF154AePGjcMXX3xhaL0VGq9yOBxlPqryypuLb9F8sU2bNqFdu3alrpOSklKi/MaNG5GcnFzq+SREREQVpgx6+ICGDRuWa2pGwgdvEeeZCRMm4LXXXsPSpUtx4MABjB8/3uUWzVOmTHHZiSNGjMCRI0cwYcIEHDhwAEuXLsWSJUswadKkqnoJRETkp4oTXT19+KsKTd+MHTsW11xzTYlbFr/44ov45ZdfnJfXVgW9WzQfP34cmZmZzvIJCQn48MMPMX78eLz00kuIi4vDv//9b14OTERE5GUV6pSsXr0a69evL7G8Xbt2ePbZZ6u0UwK4v0XzsmXLSizr0KEDvvvuu0puFRERXfH85ETXylKhTsnp06cRERFRYnl4eDhOnTrlcaOIiIj8EjslblXonJJrrrkGH3/8cYnlH330ERo0aOBxo4iIiOjKU6GRkgkTJmD06NE4efIkOnXqBADYsmUL5s2bV+VTN1XJEWiGI6DsXeoI1O8DOgJkoTjuQtqcdQkyhUQhbAbm9EhCzyQncWnCi7xMgowqkyCozCy40aUkFK2oLkkQm/6OMhVKkuhkb95Vv+uXuX6qfjDaVSf135iAPFkomPmCJGBMEIwmuSLQLstZ0CTljAoqE753kASMiXIkjLvaUNMJKivanGB7kugFS5B+GQAI0tme8BjwlBEnqvrSia42mw1Lly7Fp59+ipMnT5bILNm6dWu56qvwvW+sVitmzJiBp59+GgBQv359LFy40PDLg4iIiPyGnyS6Fhs3bhyWL1+OXr16oWXLlh7fC6/cnRKbzYY333wTd9xxBx555BGcPHkSISEhuOqqqzxqCBERkd/zs3NKVq1ahVWrVqFnz56G1Ffuc0oCAgLwyCOPOG9IV6tWLXZIiIiIrkABAQFo2LChYfVV6ETXNm3aYPfu3YY1goiI6Ergb+Fp48ePx/PPP2/Y/W8qdE7JyJEjMXHiRBw9ehRJSUkIDQ11eb5ly5aGNI6IiMiv+Nn0zVdffYVPP/0UH3/8MRITE0vcnmXt2rXlqq9CnZKBAwcCQIlEV6Bqb8hHRERE3lO9enX069fPsPoq1CnJyMgwrAFERERXDCOmX3xopGTp0qWG1lehTknxfWT279+PzMxMFBQUOJ/TNM35PBEREV3Ez6ZvjFahTslvv/2GO+64A3v27IGmaVCqaA8VX598pU7fOILNcASUHWRkt+ifV2wPkl3jbRfkDilBEJuSBKx5+5J4I8PTBOVMgiwvk02/UaZCaXia/glhkjKmAv0XpwmDvCSBZiF/6NejFeq3SdJuALJgNINOrpNSgkAzzc13QHmI8x5Mgu3pBYdBGDKnCa+NEISnaW6CJp2C9cPTVLVgSYvgqOY+ZM3hpfA0f9OpUydnH8AdaYhahToljz76KBISErB582Y0aNAAX3/9Nf78809MnDgRc+fOrUiVRERE/s/PRkpatWrl8vuePXvw+eefY/jw4SVOepWoUKckPT0dn376KWrVqgWTyQSz2Ywbb7wRs2bNwtixY3m5MBERUSn8LWZ+/vz5zp9//PFHdO7cGZqm4a+//sIbb7xR7voqlFNit9udgWlRUVH4/feiG2fEx8fj4MGDFamSiIiILlN79uxB586d0bFjR/zwww/YsmULxowZU+56KjRSkpiYiB9//BENGjRAmzZt8NxzzyEoKAiLFy/mXYKJiIiuIPv370eXLl1w8803Y+XKlTCbzdi4cSNuvvlm1KhRA9OnTxfXVaFOyRNPPIG8vDwAwDPPPIPevXvjpptuQs2aNbFq1aqKVElEROT//Oyckp9++gmdOnVCu3bt8M4778D837tWJyYmYsOGDbj11ltRo0YNPProo6L6KtQp6datm/PnBg0aYP/+/fjzzz8RGRnp8R0CiYiI/JW/nVPSuXNntG3bFv/5z3+cHZJiKSkpWL16NW6//fbK7ZSUpkaNGkZVRURERJeB5ORkvPvuuyU6JMW6deuGZcuWieszrFNCREREAj400uGp1atXI0Anc+buu+8W18dOCRERkbf42Tkleh2SctdnaG1XuMJqAVCBZe/SwmqCRFeL7Jwch/twwqIygtwah+AIkKS+ArLkV6/PhQpCGjVJGUkyrF324jRBOZMgXVJUjyBhFQAgqEsTpDbCqDKAKLBAmSqUalBSGUPPl5LsA0m6JSTpocK0Ws2ouiTtFqfM6r8v7r4rnWUs+mUcwbKALnuo+3I225WZRO5r2CkhIiLyEn870dVo7JQQERF5i59N3xjNoLFPIiIiIs9wpISIiMhLOH3jHjslRERE3sLpG7c4fUNEREQ4fPgwHnroISQkJCAkJAQNGzbEtGnTUFBQ4FIuMzMTffr0QWhoKKKiojB27NgSZSqKIyVERETe4sMjJT/99BMcDgdeeeUVXHPNNdi7dy+GDx+OvLw8zJ07FwBgt9vRq1cv1KpVCzt27MDp06cxePBgKKXwwgsveNwGdkqIiIi8xJfPKenevTu6d+/u/L1BgwY4ePAgFi5c6OyUbNy4Efv370dWVhbi4uIAAPPmzcOQIUMwY8YMhIeHe9QGdkoMVHiVCSqw7BmxwhD94CGboAwA2IP1y4gC1iThadJJPknTJflE3p4vlWRGSdokbLeoLkmgm4FBZaK6RBXpHwTiwDNJMUlIl+S4NMk+d0rw+kT70iEJq5O0CLJgNFkOm3HM+vvJEagfWKeC9N9fW7As+M4e7L4uW6GX/hwaOFKSm5vrsthiscBisXhYuaucnByXe9ulp6cjMTHR2SEBiu5vY7VasWvXLtxyyy0ebY/nlBAREV2G6tati4iICOdj1qxZhtb/66+/4oUXXsCIESOcy7KzsxEdHe1SLjIyEkFBQcjOzvZ4m+yUEBEReYsy6AEgKysLOTk5zseUKVNK3WRqaio0TXP7+Pbbb13W+f3339G9e3f0798fw4YNc3lOK2XEUClV6vLy4vQNERGRlxh5Tkl4eLjoHI7Ro0fr3qm3fv36zp9///133HLLLUhJScHixYtdysXExODrr792WXbmzBkUFhaWGEGpCHZKiIiI/FhUVBSioqJEZY8dO4ZbbrkFSUlJSEtLg+mS87ZSUlIwY8YMHD9+HLGxsQCKTn61WCxISkryuK1+M30jvb76UkOGDCkxjNW2bVsvtZqIiK4oBk7fGO33339Hx44dUbduXcydOxcnT55Edna2y7kiXbt2RbNmzTBo0CDs3r0bW7ZswaRJkzB8+HCPr7wB/GikRHJ9dVm6d++OtLQ05+9BQYLLVoiIiMrJly8J3rhxI3755Rf88ssvqFOnjstz6r9XlZnNZmzYsAEjR45E+/btERISgnvvvVf376yU33RKJNdXl8VisSAmJqaym0hEROSzhgwZgiFDhuiWq1evHj744INKaYPfTN+U5tLrq8uybds21K5dG40bN8bw4cNx4sQJt+WtVityc3NdHkRERLp8ePrGF/jNSMmliq+vnjdvnttyPXr0QP/+/REfH4+MjAw8+eST6NSpE3bt2lVmCM2sWbMwffr0EssLr9LgCCr7kihbsP7lUnZh7o0oGC1QUCZAkhymXwSA6INikoRPCYKexIFuknKC1ycK4BLuJ0ldShA+peyCiszCHSUZD5YEo0leW4CsTUrQdhUgCWsTBHkJ6gFg2D4QbUr6h0cQ1ubtu8pK9rkSZJ7ZBeFpdjffueUpZy+QhbB5zIdj5n2Bz4+UGH199aUGDhyIXr16ITExEX369MFHH32En3/+GRs2bChznSlTprhcG56VlWXIayUiIrqS+fxIiZHXV0vExsYiPj4ehw4dKrNMZUT5EhGR/9MgH3x2V4e/8vlOiZHXV0ucPn0aWVlZzuuviYiIDMPpG7d8fvpGSnJ9NQA0bdoUa9euBQCcO3cOkyZNQnp6Og4fPoxt27ahT58+iIqKwh133FEVL4OIiPxY8SXBnj78lc+PlEhJrq8GgIMHDyInJwdA0fXWe/bsweuvv46//voLsbGxuOWWW7Bq1SqEhYV5tf1ERERXOr/plEivr764gxISEoJPPvmkEltFRER0EU7fuOU3nRIiIqLLgh93KjzlN+eUEBER0eWNIyUGKgjTYLaUfbGW3aDAMwBwBOl3tZXg3TUq6AmQnXzlkBXS35Zd0CDIQtYkIU6iegSBUUXbkwRLCcoECsLFhG2SvC2iQCxBCJlD0G5AFmjmCDQmGE0aniY7DgQVGXlNpyT3zuvhaZIykvdFvx7xd6bOsWIv8M6Ftr587xtfwE4JERGRt/CcErc4fUNEREQ+gSMlREREXsLpG/fYKSEiIvIWTt+4xekbIiIi8gkcKSEiIvISTt+4x04JERGRt3D6xi12SoiIiLyFnRK3eE4JERER+QSOlBioMBRwBJf9vCSF1SFIFwUAFSBIdJXUJQkxFPbKJSmrJsEGlaAeUWomDExrFSSsStInAUATpJBKGiVJ49WEbZLUpQL02yRJRrW7ST12qUuwn+xBkjKCbUn3k+D1iY4nyS6QBowa9F+zkecpGPX6JJ9f8XunU5fdKqvHUzynxD12SoiIiLyF0zducfqGiIiIfAJHSoiIiLxEUwqa8myow9P1fRk7JURERN7C6Ru3OH1DREREPoEjJURERF7Cq2/cY6eEiIjIWzh94xanb4iIiMgncKTEQLarFBzBZXdhZYFnwi6wJBTMoDE+zSFMcdIEwVIO/Wok+0CZZG2SBFk5JMFogjZJg+80QQCXhDILNyiqS7+MKBhNEmYmDE+zWyRlJNvTr0cawOUI1C8jC+zz7r+6oq8CUeKZd4n2k/Bfa73PpyPfO+8Jp2/cY6eEiIjIWzh94xY7JURERF7CkRL3eE4JERER+QSOlBAREXkLp2/cYqeEiIjIi/x5+sVTnL4hIiIin8CREiIiIm9RqujhaR1+ip0SIiIiL+HVN+6xU2IgezU7VIi97AKSyTLp0WZUzpFgc+JMJUkwmmgfCDYobJOo7YIyknZLQrMAWQiZ6PUJPr2i/Q1ACQLkZMFo+tuyBQvD00IEZSQBa24CDZ1lggQNAqACjQlAFIckGkSTfBAkTRJ8xovq8mIQm/Q7U+ez4DBLXxxVJnZKiIiIvIVX37jFTgkREZGXaI6ih6d1+CtefUNEREQ+gZ0SIiIib1EGPSqZ1WpFq1atoGkavv/+e5fnMjMz0adPH4SGhiIqKgpjx45FQUGBIdv1q05J/fr1oWmay+Oxxx5zu45SCqmpqYiLi0NISAg6duyIffv2eanFRER0JSm++sbTR2WbPHky4uLiSiy32+3o1asX8vLysGPHDqxcuRKrV6/GxIkTDdmuX3VKAOCpp57C8ePHnY8nnnjCbfnnnnsO8+fPx4svvoidO3ciJiYGt956K86ePeulFhMR0RWjOKfE00cl+uijj7Bx40bMnTu3xHMbN27E/v37sWLFCrRu3RpdunTBvHnz8OqrryI3N9fjbftdpyQsLAwxMTHOx1VXXVVmWaUUFixYgKlTp6Jfv35ITEzE8uXLcf78ebz11ltebDUREVH55ObmujysVqvHdf7xxx8YPnw43njjDVSrVq3E8+np6UhMTHQZRenWrRusVit27drl8fb9rlMye/Zs1KxZE61atcKMGTPcznNlZGQgOzsbXbt2dS6zWCzo0KEDvvzyyzLXs1qtJQ4GIiIiPUZO39StWxcRERHOx6xZszxqm1IKQ4YMwYgRI5CcnFxqmezsbERHR7ssi4yMRFBQELKzsz3aPuBnlwQ/+uij+Nvf/obIyEh88803mDJlCjIyMvDaa6+VWr54B166g6Ojo3HkyJEytzNr1ixMnz695BMWR9GjLKIgLwOH5RyCDUrKSJvkxbwkQxkWsCbbAZLgLIcgQE6UhyUMdLMHGhOMZhcEo9kEoWgAYKsmCD0L1q/HEaJ//aRy97m9iBbkJhzxv0wB+u3WBJ9zSRkAUIIDQVKTEnwXKLvwGBd9rxj03WPQ95OC/ntrCANzSrKyshAeHu5cbLGU/iFNTU0t/W/WRXbu3Ikvv/wSubm5mDJlituyWinfT0qpUpeXl893SqQ7Mzk5GePHj3cua9myJSIjI3HXXXc5R0/KcumO1Nu5U6ZMwYQJE5y/5+bmom7dunovhYiIyDDh4eEunZKyjB49GnfffbfbMvXr18czzzyDr776qkTnJjk5Gffddx+WL1+OmJgYfP311y7PnzlzBoWFhSX+wa8In++USHdmadq2bQsA+OWXX0rtlMTExAAoGjGJjY11Lj9x4oTbnWuxWMrskRIREZWlKu59ExUVhaioKN1y//73v/HMM884f//999/RrVs3rFq1Cm3atAEApKSkYMaMGTh+/Ljz7+bGjRthsViQlJRUvoaVwuc7JdKdWZrdu3cDgEuH42IJCQmIiYnBpk2b0Lp1awBAQUEBtm/fjtmzZ1eswURERGXx4bsE16tXz+X34gtFGjZsiDp16gAAunbtimbNmmHQoEGYM2cO/vzzT0yaNAnDhw8Xjdro8ZsTXdPT0/H888/j+++/R0ZGBt555x08/PDDuO2221x2dNOmTbF27VoARdM248aNw8yZM7F27Vrs3bsXQ4YMQbVq1XDvvfdW1UshIiLySWazGRs2bEBwcDDat2+PAQMGoG/fvqVePlwRPj9SImWxWLBq1SpMnz4dVqsV8fHxGD58OCZPnuxS7uDBg8jJyXH+PnnyZFy4cAEjR47EmTNn0KZNG2zcuBFhYWHefglEROTnqmL6pqLq168PVcqoTL169fDBBx9Uyjb9plPyt7/9DV999ZVuuUt3sKZpSE1NRWpqaiW1jIiI6L94l2C3/Gb6hoiIiC5vfjNSQkRE5Osup+mbqsBOCRERkbc4VNHD0zr8FDslBtICHdACZcmQZZIeawalOIoKSV+SIMVREyRCaoJgRU3YJtF/FAZ9viUBlQCgBJOmorBLQYKsQ/gJF6W1hhiT1ipJagUAW6gg+VaQ1qpVs+mWCbLolwGAoCBBXQH6Zcwm/ddmEv477BAcLHbBZ9Nm14//tTtkM/42m345h11QRvI9J0mPBfQ/57bLL9HVH/GcEiIiIvIJHCkhIiLyEg0GnFNiSEt8EzslRERE3uLDia6+gNM3RERE5BM4UkJEROQlvCTYPXZKiIiIvIVX37jF6RsiIiLyCRwpISIi8hJNKWgenqjq6fq+jJ0SA2maguYmFEkU8iNM4FKCEDIYVEazydpkKtQvIwpGE2xPUk9RXYIydv0PuCSszch5XkkwmtLPuoIjULY9R5AggEsSsBasvxPsIcJQMEEwmukq/YMuOKRAt0xosH4ZAAgN0i9nMesfdAEmwWsTHlA2QaBZoUP/YLHa9P8cFAgC1gCgwKZfrkCwPbsgYM0u+Z4D4NDZT5rZS3/oHZAHUrqrw09x+oaIiIh8AkdKiIiIvITTN+6xU0JEROQtvPrGLXZKiIiIvIWJrm7xnBIiIiLyCRwpISIi8hImurrHTgkREZG3cPrGLU7fEBERkU/gSImBlENzG2qmBEFAosAzYTlNUqbQmDIAYBbkT5ms+nVJ6jFbBQ0CYC7Q/49C1G6DQtgA4dCrmxC+Yg5NELAm/LdDFMQm+LZwBAnKWIT7KVg/Ic8SrB+eFhaif7BEWPJFbQoL0i8XLAhPCzQJ0/8EJMFo+Xb9N++8Sf/Nu2ATpvEJ2AWhbw5J4CSE35l6wZTC4EpPaQ5ZGKNeHf6KnRIiIiJv4fSNW5y+ISIiIp/AkRIiIiJvYXiaW+yUEBEReQlj5t3j9A0RERH5BI6UEBEReQtPdHWLnRIiIiJvUQA8vaTXf/sk7JQQERF5C88pcY+dEgOpAjOU2U2QkSTMzCYL8JGU0wSBXyZBPSZBuBjg3WA0s1X2oZS03VyoX5coPE34349RGU1G3v9CErImClgTlFEBsoabgwThaYH6b0xIoCBgTRCKBgBhgfoHZ6jgIDcZmH5llaTaCdgEb55VM+5PhuQokISnOeyCgw6Ao9D9Qe6w8RRLX8BOCRERkbcoGHBOiSEt8UnslBAREXkLT3R1i+NVRERE5BM4UkJEROQtDojvIei2Dj/lNyMl27Ztg6ZppT527txZ5npDhgwpUb5t27ZebDkREV0piq++8fThr/xmpKRdu3Y4fvy4y7Inn3wSmzdvRnJystt1u3fvjrS0NOfvQUGC+68TERGRofymUxIUFISYmBjn74WFhVi/fj1Gjx4NTXM/VmaxWFzWJSIiqhQ80dUtv5m+udT69etx6tQpDBkyRLfstm3bULt2bTRu3BjDhw/HiRMnKr+BRER05SnulHj68FN+M1JyqSVLlqBbt26oW7eu23I9evRA//79ER8fj4yMDDz55JPo1KkTdu3aBYvFUuo6VqsVVuv/QpRyc3MNbTsREdGVyOc7JampqZg+fbrbMjt37nQ5b+To0aP45JNP8M477+jWP3DgQOfPiYmJSE5ORnx8PDZs2IB+/fqVus6sWbNKbZOWb4KmlT34pBUK0lMFZQBA0w+7FNUlSTyVpJkCsrRWk0FprZJtAcK0VkEZSQCn9OQzZdJ/X+yC0/NlbZK0SEhyaJoEGzQL03hN+i8wMECQ+mrWP4CDTIIPFIAQs346rMWkX8YkeGMcwuhfmyZLNNXdnuANtjtkg+uFdv1yNpt+u22F+n+i7Fbh6y9w3yaVb8x+1MXpG7d8fvpm9OjROHDggNtHYmKiyzppaWmoWbMmbrvttnJvLzY2FvHx8Th06FCZZaZMmYKcnBznIysrq9zbISKiK5DDoEcl2rBhA9q0aYOQkBBERUWV+Ac9MzMTffr0QWhoKKKiojB27FgUFAj/U9Th8yMlUVFRiIqKEpdXSiEtLQ0PPPAAAgMDy72906dPIysrC7GxsWWWsVgsZU7tEBERlcXXb8i3evVqDB8+HDNnzkSnTp2glMKePXucz9vtdvTq1Qu1atXCjh07cPr0aQwePBhKKbzwwgseb9/nR0rK69NPP0VGRgYeeuihUp9v2rQp1q5dCwA4d+4cJk2ahPT0dBw+fBjbtm1Dnz59EBUVhTvuuMObzSYiIqpSNpsNjz76KObMmYMRI0agcePGaNKkCe666y5nmY0bN2L//v1YsWIFWrdujS5dumDevHl49dVXDTm/0u86JUuWLEG7du1w7bXXlvr8wYMHkZOTAwAwm83Ys2cPbr/9djRu3BiDBw9G48aNkZ6ejrCwMG82m4iIrgQGXn2Tm5vr8rj4AoyK+O6773Ds2DGYTCa0bt0asbGx6NGjB/bt2+csk56ejsTERMTFxTmXdevWDVarFbt27fJo+8BlMH1TXm+99Zbb59VFw14hISH45JNPKrtJRERERRzK8zPQHUXrX3p16bRp05Camlrhan/77TcARReYzJ8/H/Xr18e8efPQoUMH/Pzzz6hRoways7MRHR3tsl5kZCSCgoKQnZ1d4W0X87uREiIioitBVlaWy0UXU6ZMKbVcampqmbdhKX58++23cDiKzqCdOnUq7rzzTiQlJSEtLQ2apuHdd9911ldaIKlSSjeoVMLvRkqIiIh8loGXBIeHhyM8PFy3+OjRo3H33Xe7LVO/fn2cPXsWANCsWTPncovFggYNGiAzMxMAEBMTg6+//tpl3TNnzqCwsLDECEpFsFNCRETkNUYkspZvfelVrElJSbBYLDh48CBuvPFGAEW3bDl8+DDi4+MBACkpKZgxYwaOHz/uvEp148aNsFgsSEpKKufrKImdEgMFnDfB5CZcSNPPVIK5QBieJgg0E2Q4icqYC4RhV4LL1CWhZ5LAM3GbJMFoNkEZA6/AU6LwMP2ZVSXIetIcwuFUSZOM2gfCnSkZCZaEkEnKBAjD00yG7QR9hZI3GIDVrv81XuDQr8tq06/nfKEsZiG/QL9cgVW/jP2Cfrs1YXiaZtU5oPJ5NkN4eDhGjBiBadOmoW7duoiPj8ecOXMAAP379wcAdO3aFc2aNcOgQYMwZ84c/Pnnn5g0aRKGDx8uGrXRw04JERGRt/h4ouucOXMQEBCAQYMG4cKFC2jTpg0+/fRTREZGAii6anXDhg0YOXIk2rdvj5CQENx7772YO3euIdtnp4SIiMhbHAoeDzs6Kq9TEhgYiLlz57rtZNSrVw8ffPBBpWyf41VERETkEzhSQkRE5C3KUfTwtA4/xU4JERGRt/j4OSVVjZ0SIiIib/Hxc0qqGs8pISIiIp/AkRIiIiJv4fSNW+yUGMh8ToO5sOyAHklwmCTMTFpOEjAmC1iTfQDMBtVlLtA/iUvaJlOhfl2aQUOhSnjfB0eQIBhNEPilBepvT5NlgkGTnDdnVMCa8vz+GMUcBtVlE4SLAUCh0n/vTJLQM8F+umAPErQIyBOUO1do0S2TW6Bf5rxV1iZrvn45e57+nx9NEGhmviAb8Dfr3EDXnm/ccemWggGdEkNa4pM4fUNEREQ+gSMlRERE3sLpG7fYKSEiIvIWhwOAhzkjDv/NKeH0DREREfkEjpQQERF5C6dv3GKnhIiIyFvYKXGL0zdERETkEzhSQkRE5C2MmXeLnRIDBeUCZjf5Q2arMWFmAGAWhIeJAtYk9QhC2ADAZJPUJQlGEwSe2WVnn2s2QV0Gfb4dAbKBR00w9KpM+kFOkv2t2WWBUJKQNVnAmmB7wgsHlEO/LiXYnt2h/77YBKFoAFDg0P/KdAjqkmzvgj1Q1KbcgmDdMjlW/TLn8vXD0/IvyMLT7Of095PpvH7InPmC/vsbcF52jJvzddpj9U54mlIOKA/v8uvp+r6MnRIiIiJvUcrzkQ6eU0JERERUuThSQkRE5C3KgHNK/HikhJ0SIiIib3E4hCdoueHH55Rw+oaIiIh8AkdKiIiIvIXTN26xU0JEROQlyuGA8nD6xp8vCeb0DREREfkEjpQQERF5C6dv3GKnxECWXAVzUNkHi1mQjCopA8hSVkUJq4L0VJMgFRUANEldgjKQpLA6hMOXdoM+vGZBwqogORQAHJr+x04LFOxLQVqrdJRYkmorqcuw1FcADkE5m11/n1vt+vs7X5ieKmES7Eyb4Fg5b5Olp+YK0lrPCtJaLwjSWu15sj8Zpjz9tNaAPGPSWgPOi5qEgAvu3xe78LvXYw7leYy0H3dKOH1DREREPoEjJURERN6iFMQ3gHJbh39ip4SIiMhLlENBeTh9o/y4U3LZTN/MmDED7dq1Q7Vq1VC9evVSy2RmZqJPnz4IDQ1FVFQUxo4di4KCArf1Wq1WjBkzBlFRUQgNDcVtt92Go0ePVsIrICKiK55yGPPwU5dNp6SgoAD9+/fHI488UurzdrsdvXr1Ql5eHnbs2IGVK1di9erVmDhxott6x40bh7Vr12LlypXYsWMHzp07h969e8NuF9zLnYiIiAxz2UzfTJ8+HQCwbNmyUp/fuHEj9u/fj6ysLMTFxQEA5s2bhyFDhmDGjBkIDw8vsU5OTg6WLFmCN954A126dAEArFixAnXr1sXmzZvRrVu3ynkxRER0ReL0jXuXzUiJnvT0dCQmJjo7JADQrVs3WK1W7Nq1q9R1du3ahcLCQnTt2tW5LC4uDomJifjyyy8rvc1ERHSF4fSNW5fNSIme7OxsREdHuyyLjIxEUFAQsrOzy1wnKCgIkZGRLsujo6PLXAcoOg/FarU6f8/JyQEA2Avz3bZRFer3biVlAMAkKCfKKRFkgohzSiR12QV1CbJFvJ5TAv28BKUJc0psNt0yNpv+R9NWqJ8FYS/QL1NUTv/12a26ReDI19/fjiDZ1KgW4P58MACwa/qNsjn0yxTa9LcFAGZzoW4Zo3JKbILPLwDYrAa9d+cF790F4bR2vv5x58iXtFuQxSN4bQCg6eSQ2AuKvr8rexTChkKPs9Ns0D8OL1dV2ilJTU11TsuUZefOnUhOThbVp2klD2ClVKnL3dFbZ9asWaW2+8f/PF2u7RARkW85ffo0IiIiDK83KCgIMTEx2JH9oSH1xcTEIChIFrB3OanSTsno0aNx9913uy1Tv359UV0xMTH4+uuvXZadOXMGhYWFJUZQLl6noKAAZ86ccRktOXHiBNq1a1fmtqZMmYIJEyY4f//rr78QHx+PzMzMSjmYK0tubi7q1q2LrKysUs+58VWXa7uBy7ftbLd3sd3el5OTg3r16qFGjRqVUn9wcDAyMjJ0rwiVCgoKQnCwfprv5aZKOyVRUVGIiooypK6UlBTMmDEDx48fR2xsLICik18tFguSkpJKXScpKQmBgYHYtGkTBgwYAAA4fvw49u7di+eee67MbVksFlgsJWObIyIiLrsPIgCEh4ez3V52ubad7fYuttv7TKbKO9UyODjYLzsSRrpsTnTNzMzE999/j8zMTNjtdnz//ff4/vvvce7cOQBA165d0axZMwwaNAi7d+/Gli1bMGnSJAwfPtz54Th27BiaNm2Kb775BkBRJ+Khhx7CxIkTsWXLFuzevRv3338/WrRo4bwah4iIiLzjsjnR9f/+7/+wfPly5++tW7cGAGzduhUdO3aE2WzGhg0bMHLkSLRv3x4hISG49957MXfuXOc6hYWFOHjwIM6f/98dnJ5//nkEBARgwIABuHDhAjp37oxly5bBbJadIEhERETGuGw6JcuWLSszo6RYvXr18MEHH5T5fP369UucWR0cHIwXXngBL7zwQoXbZrFYMG3atFKndHwZ2+19l2vb2W7vYru973Juuz/RlD+nsBAREdFl47I5p4SIiIj8GzslRERE5BPYKSEiIiKfwE4JERER+QR2SgRmzJiBdu3aoVq1aqhevXqpZTIzM9GnTx+EhoYiKioKY8eO1U3us1qtGDNmDKKiohAaGorbbrsNR48erYRXUGTbtm3QNK3Ux86dO8tcb8iQISXKt23bttLaWZr69euXaMNjjz3mdh2lFFJTUxEXF4eQkBB07NgR+/bt81KLgcOHD+Ohhx5CQkICQkJC0LBhQ0ybNk33uKiq/f3yyy8jISEBwcHBSEpKwueff+62/Pbt25GUlITg4GA0aNAAixYtqvQ2XmzWrFm4/vrrERYWhtq1a6Nv3744ePCg23XK+gz89NNPXmp10e01Lt1+TEyM23Wqel8DpX8GNU3DqFGjSi1flfv6s88+Q58+fRAXFwdN07Bu3TqX5yv63bB69Wo0a9YMFosFzZo1w9q1ayvpFVy52CkRKCgoQP/+/fHII4+U+rzdbkevXr2Ql5eHHTt2YOXKlVi9ejUmTpzott5x48Zh7dq1WLlyJXbs2IFz586hd+/esNuFN70qp3bt2uH48eMuj2HDhqF+/fq69xfq3r27y3offmjM/RvK46mnnnJpwxNPPOG2/HPPPYf58+fjxRdfxM6dOxETE4Nbb70VZ8+e9Up7f/rpJzgcDrzyyivYt28fnn/+eSxatAiPP/647rre3t+rVq3CuHHjMHXqVOzevRs33XQTevTogczMzFLLZ2RkoGfPnrjpppuwe/duPP744xg7dixWr15dqe282Pbt2zFq1Ch89dVX2LRpE2w2G7p27Yq8vDzddQ8ePOiyfxs1auSFFv9P8+bNXba/Z8+eMsv6wr4Giu5DdnGbN23aBADo37+/2/WqYl/n5eXhuuuuw4svvljq8xX5bkhPT8fAgQMxaNAg/PDDDxg0aBAGDBhQ4vYm5CFFYmlpaSoiIqLE8g8//FCZTCZ17Ngx57K3335bWSwWlZOTU2pdf/31lwoMDFQrV650Ljt27JgymUzq448/NrztpSkoKFC1a9dWTz31lNtygwcPVrfffrtX2lSW+Ph49fzzz4vLOxwOFRMTo5599lnnsvz8fBUREaEWLVpUCS2Uee6551RCQoLbMlWxv2+44QY1YsQIl2VNmzZVjz32WKnlJ0+erJo2beqy7OGHH1Zt27attDbqOXHihAKgtm/fXmaZrVu3KgDqzJkz3mvYJaZNm6auu+46cXlf3NdKKfXoo4+qhg0bKofDUerzvrCvlVIKgFq7dq3z94p+NwwYMEB1797dZVm3bt3U3XffbXibr2QcKTFAeno6EhMTERcX51zWrVs3WK1W7Nq1q9R1du3ahcLCQnTt2tW5LC4uDomJifjyyy8rvc0AsH79epw6dQpDhgzRLbtt2zbUrl0bjRs3xvDhw3HixInKb+AlZs+ejZo1a6JVq1aYMWOG22mQjIwMZGdnu+xfi8WCDh06eG3/liYnJ0d0wy9v7u+CggLs2rXLZV8BRbduKGtfpaenlyjfrVs3fPvttygsrJrbqufk5ACAaP+2bt0asbGx6Ny5M7Zu3VrZTSvh0KFDiIuLQ0JCAu6++2789ttvZZb1xX1dUFCAFStWYOjQobp3Ya/qfX2pin43lPU+VOX3iT9ip8QA2dnZJe5EHBkZiaCgIGRnZ5e5TlBQkMvdiQEgOjq6zHWMtmTJEnTr1g1169Z1W65Hjx5488038emnn2LevHnYuXMnOnXqBKvV6pV2AsCjjz6KlStXYuvWrRg9ejQWLFiAkSNHllm+eB9e+r54c/9e6tdff8ULL7yAESNGuC3n7f196tQp2O32cu2r0o756Oho2Gw2nDp1qlLa6Y5SChMmTMCNN96IxMTEMsvFxsZi8eLFWL16NdasWYMmTZqgc+fO+Oyzz7zW1jZt2uD111/HJ598gldffRXZ2dlo164dTp8+XWp5X9vXALBu3Tr89ddfbv+h8YV9XZqKfjeU9T5U1feJv7psYuaNlpqaiunTp7sts3PnTt1zLYqV9t+CUkr3vwgj1qnIazl69Cg++eQTvPPOO7r1Dxw40PlzYmIikpOTER8fjw0bNqBfv37lamtF2z1+/HjnspYtWyIyMhJ33XWXc/SkLJfuy4rsX0/aXez3339H9+7d0b9/fwwbNsztupW1v/WUd1+VVr605d4wevRo/Pjjj9ixY4fbck2aNEGTJk2cv6ekpCArKwtz587FzTffXNnNBFDU6SzWokULpKSkoGHDhli+fDkmTJhQ6jq+tK+Bon9oevTo4TI6fClf2NfuVOS7oTK+T8jVFdspGT16NO6++263ZerXry+qKyYmpsTJTmfOnEFhYWGJnvXF6xQUFODMmTMuoyUnTpxAu3btRNstVpHXkpaWhpo1a+K2224r17aAov+A4uPjcejQoXKvezFP3oPiq1F++eWXUjslxVczZGdnIzY21rn8xIkTZb4nUuVt9++//45bbrkFKSkpWLx4cbm3Z9T+LktUVBTMZnOJ//jc7auYmJhSywcEBLjtJFaGMWPGYP369fjss89Qp06dcq/ftm1brFixohJaJhMaGooWLVqU+f760r4GgCNHjmDz5s1Ys2ZNudet6n0NVPy7oaz3wdPvE3J1xXZKoqKiEBUVZUhdKSkpmDFjBo4fP+48yDdu3AiLxYKkpKRS10lKSkJgYCA2bdqEAQMGAACOHz+OvXv34rnnnivX9sv7WpRSSEtLwwMPPIDAwMBybQsATp8+jaysLJcPdEV48h7s3r0bAMpsQ0JCAmJiYrBp0ybnHaULCgqwfft2zJ49u2IN/q/ytPvYsWO45ZZbkJSUhLS0NJhM5Z8xNWp/lyUoKAhJSUnYtGkT7rjjDufyTZs24fbbby91nZSUFLz//vsuyzZu3Ijk5OQKHVMVoZTCmDFjsHbtWmzbtg0JCQkVqmf37t2Vtm8lrFYrDhw4gJtuuqnU531hX18sLS0NtWvXRq9evcq9blXva6Di3w0pKSnYtGmTy6jtxo0by/1PJOmoohNsLytHjhxRu3fvVtOnT1dXXXWV2r17t9q9e7c6e/asUkopm82mEhMTVefOndV3332nNm/erOrUqaNGjx7trOPo0aOqSZMm6uuvv3YuGzFihKpTp47avHmz+u6771SnTp3Uddddp2w2W6W+ns2bNysAav/+/aU+36RJE7VmzRqllFJnz55VEydOVF9++aXKyMhQW7duVSkpKerqq69Wubm5ldrOYl9++aWaP3++2r17t/rtt9/UqlWrVFxcnLrtttvKbLdSSj377LMqIiJCrVmzRu3Zs0fdc889KjY21mvtPnbsmLrmmmtUp06d1NGjR9Xx48edj7LaXVX7e+XKlSowMFAtWbJE7d+/X40bN06Fhoaqw4cPK6WUeuyxx9SgQYOc5X/77TdVrVo1NX78eLV//361ZMkSFRgYqP7zn/9UWhsv9cgjj6iIiAi1bds2l317/vx5Z5lL2/3888+rtWvXqp9//lnt3btXPfbYYwqAWr16tdfaPXHiRLVt2zb122+/qa+++kr17t1bhYWF+fS+Lma321W9evXUP//5zxLP+dK+Pnv2rPN7GoDz++PIkSNKKdl3w6BBg1yuPvviiy+U2WxWzz77rDpw4IB69tlnVUBAgPrqq68q/fVcSdgpERg8eLACUOKxdetWZ5kjR46oXr16qZCQEFWjRg01evRolZ+f73w+IyOjxDoXLlxQo0ePVjVq1FAhISGqd+/eKjMzs9Jfzz333KPatWtX5vMAVFpamlJKqfPnz6uuXbuqWrVqqcDAQFWvXj01ePBgr7Sz2K5du1SbNm1URESECg4OVk2aNFHTpk1TeXl5ZbZbqaJL/6ZNm6ZiYmKUxWJRN998s9qzZ4/X2p2WllbqcXPp/wK+sr9feuklFR8fr4KCgtTf/vY3l0trBw8erDp06OBSftu2bap169YqKChI1a9fXy1cuLDS23ixsvbtxcfApe2ePXu2atiwoQoODlaRkZHqxhtvVBs2bPBquwcOHKhiY2NVYGCgiouLU/369VP79u0rs81KVf2+LvbJJ58oAOrgwYMlnvOlfV18OfKlj8GDByulZN8NHTp0cJYv9u6776omTZqowMBA1bRpU692Zq8UmlL/PWOKiIiIqArxkmAiIiLyCeyUEBERkU9gp4SIiIh8AjslRERE5BPYKSEiIiKfwE4JERER+QR2SoiIiMgnsFNCRJUiNTUVrVq1qupmENFlhOFpRFQpzp07B6vVWiU3jSOiyxM7JURXuMLCwiq5sRsR0aU4fUPkZz7++GPceOONqF69OmrWrInevXvj119/BQAcPnwYmqbhnXfeQceOHREcHOy8lfzSpUvRvHlzWCwWxMbGYvTo0c46NU3DK6+8gt69e6NatWq49tprkZ6ejl9++QUdO3ZEaGgoUlJSnNsBSk7fDBkyBH379sXcuXMRGxuLmjVrYtSoUSgsLPTOjiEin8dOCZGfycvLw4QJE7Bz505s2bIFJpMJd9xxBxwOh7PMP//5T4wdOxYHDhxAt27dsHDhQowaNQp///vfsWfPHqxfvx7XXHONS71PP/00HnjgAXz//fdo2rQp7r33Xjz88MOYMmUKvv32WwBw6ciUZuvWrfj111+xdetWLF++HMuWLcOyZcsM3wdEdJmqyrsBElHlO3HihAKg9uzZ47xb9YIFC1zKxMXFqalTp5ZZBwD1xBNPOH9PT09XANSSJUucy95++20VHBzs/H3atGnquuuuc/4+ePBgFR8fr2w2m3NZ//791cCBAz15eUTkRzhSQuRnfv31V9x7771o0KABwsPDkZCQAADIzMx0lklOTnb+fOLECfz+++/o3Lmz23pbtmzp/Dk6OhoA0KJFC5dl+fn5yM3NLbOO5s2bw2w2O3+PjY3FiRMnhK+MiPxdQFU3gIiM1adPH9StWxevvvoq4uLi4HA4kJiYiIKCAmeZ0NBQ588hISGiei8+GVbTtDKXXTxN5K6O4nXclSeiKwtHSoj8yOnTp3HgwAE88cQT6Ny5M6699lqcOXPG7TphYWGoX78+tmzZ4qVWEhGVjiMlRH4kMjISNWvWxOLFixEbG4vMzEw89thjuuulpqZixIgRqF27Nnr06IGzZ8/iiy++wJgxY7zQaiKiIhwpIfIjJpMJK1euxK5du5CYmIjx48djzpw5uusNHjwYCxYswMsvv4zmzZujd+/eOHTokBdaTET0PwxPIyIiIp/AkRIiIiLyCeyUEBERkU9gp4SIiIh8AjslRERE5BPYKSEiIiKfwE4JERER+QR2SoiIiMgnsFNCREREPoGdEiIiIvIJ7JQQERGRT2CnhIiIiHwCOyVERETkE/4fVL/aBO2jusEAAAAASUVORK5CYII=\n", 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" ] @@ -549,6 +509,13 @@ "print(\"max: \", total_map.max())" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 22, @@ -573,20 +540,9 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [] }, { From 4f56294f01a4bef0d1ad7156c870822e5db2bc99 Mon Sep 17 00:00:00 2001 From: Kush Banker Date: Tue, 25 Jul 2023 15:23:22 +0100 Subject: [PATCH 3/5] Added function to generate power spectrum via camb --- make_sz_cluster.py | 20 +++++++++++++++++--- run_sims.ipynb | 24 +++++++++++++----------- 2 files changed, 30 insertions(+), 14 deletions(-) diff --git a/make_sz_cluster.py b/make_sz_cluster.py index c4d6a02..f8cb8f8 100644 --- a/make_sz_cluster.py +++ b/make_sz_cluster.py @@ -6,6 +6,7 @@ from colossus.cosmology import cosmology from colossus.halo import mass_adv from pixell import enmap, powspec, enplot +import camb from astropy.constants import G, sigma_T, m_e, c, h, k_B from astropy import units as u @@ -220,9 +221,22 @@ def generate_cluster(self, radius, profile, f, noise_level, beam_size, z, nums, #return tSZ_signal(z, y_con), tSZ_signal(z, y_noise) return y_img, y_con, cmb_img, noise, cmb_noise, y_noise, SZsignal, aperture - - def make_cmb_map(self, shape, pix_size): - ps,_ = powspec.read_camb_scalar("test_scalCls.dat") # currently using a test power spectrum, will eventually be replaced by + + def get_cls(self, ns, cosmo): + data = camb.set_params(ns=ns, H0=cosmo.H0.value, ombh2=cosmo.Ob0, omch2=cosmo.Om0, lmax=2000, + WantTransfer=True) + results = camb.get_results(data) + ps = np.zeros((3,3,2051)) + cls = np.swapaxes(results.get_total_cls(CMB_unit='muK', raw_cl=True),0,1) + # Needs to be reshaped to match input for pixell.enmap + ps[0][0]= cls[0] # clTT spectrum + ps[1][0] = cls[3] #clTE + ps[0][1] = cls[3] #clTE + ps[1][1] = cls[1] #clEE + ps[2][2] = cls[2] #clBB + return ps + + def make_cmb_map(self, shape, pix_size, ps): #ps[0][0] is cltt spectrum shape,wcs = enmap.geometry(shape=shape,pos=(0,0),res=np.deg2rad(pix_size/60.)) shape = (3,) + shape diff --git a/run_sims.ipynb b/run_sims.ipynb index cf1acf5..ce7a8cd 100644 --- a/run_sims.ipynb +++ b/run_sims.ipynb @@ -24,6 +24,7 @@ "import pandas as pd\n", "import h5py\n", "from pixell import enmap, powspec, enplot\n", + "import camb\n", "\n", "from astropy.constants import M_sun\n", "from astropy.constants import G, sigma_T, m_e, c, h, k_B\n", @@ -89,7 +90,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -437,20 +438,20 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "max: 75.41101051642461 uK\n", - "min: -34.423803184255824 uK\n" + "max: 22.462914858232583 uK\n", + "min: -85.67906074945287 uK\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -460,7 +461,8 @@ } ], "source": [ - "cmb_map = szcluster.make_cmb_map(shape=y_map.shape, pix_size=pix_size)*u.uK\n", + "ps = szcluster.get_cls(ns=ns, cosmo=cosmo)\n", + "cmb_map = szcluster.make_cmb_map(shape=y_map.shape, pix_size=pix_size, ps=ps)*u.uK\n", "im = plt.imshow(cmb_map)\n", "cbar = plt.colorbar(im)\n", "im.set_extent([-width,width,-width,width])\n", @@ -475,19 +477,19 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "max: 64.05783437289074 uK\n" + "max: 125.8844667456747 uK\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] From b6e043aad796123e529876346623da69dc3c25f9 Mon Sep 17 00:00:00 2001 From: Kush Banker Date: Tue, 25 Jul 2023 15:28:39 +0100 Subject: [PATCH 4/5] Added new packages to github action --- .github/workflows/run_tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml index e0715bd..34cf303 100644 --- a/.github/workflows/run_tests.yml +++ b/.github/workflows/run_tests.yml @@ -21,7 +21,7 @@ jobs: - name: Install dependencies run: | conda env update --file environment.yml --name base - python -m pip install colossus + python -m pip install colossus pixell camb - name: Test with pytest run: | conda install pytest From af8c58fed200d17f5d49b2ba83b1e8c988f2402a Mon Sep 17 00:00:00 2001 From: Kush Banker Date: Wed, 26 Jul 2023 13:31:48 +0100 Subject: [PATCH 5/5] Added comments/docstrings --- make_sz_cluster.py | 23 +- test_scalCls.dat | 2199 -------------------------------------------- 2 files changed, 20 insertions(+), 2202 deletions(-) delete mode 100644 test_scalCls.dat diff --git a/make_sz_cluster.py b/make_sz_cluster.py index f8cb8f8..ab456f6 100644 --- a/make_sz_cluster.py +++ b/make_sz_cluster.py @@ -222,12 +222,20 @@ def generate_cluster(self, radius, profile, f, noise_level, beam_size, z, nums, #return tSZ_signal(z, y_con), tSZ_signal(z, y_noise) return y_img, y_con, cmb_img, noise, cmb_noise, y_noise, SZsignal, aperture - def get_cls(self, ns, cosmo): - data = camb.set_params(ns=ns, H0=cosmo.H0.value, ombh2=cosmo.Ob0, omch2=cosmo.Om0, lmax=2000, + def get_cls(self, ns, cosmo, lmax=2000): + ''' + Makes a cmb temperature map based on the given power spectrum + Parameters: + ns, scalar spectral index of the power-spectrum + cosmo, background cosmology + + Return: power spectrum as can be used in szluster.make_cmb_map + ''' + data = camb.set_params(ns=ns, H0=cosmo.H0.value, ombh2=cosmo.Ob0, omch2=cosmo.Om0, lmax=lmax, WantTransfer=True) results = camb.get_results(data) - ps = np.zeros((3,3,2051)) cls = np.swapaxes(results.get_total_cls(CMB_unit='muK', raw_cl=True),0,1) + ps = np.zeros((3,3,cls.shape[1])) # Needs to be reshaped to match input for pixell.enmap ps[0][0]= cls[0] # clTT spectrum ps[1][0] = cls[3] #clTE @@ -237,6 +245,15 @@ def get_cls(self, ns, cosmo): return ps def make_cmb_map(self, shape, pix_size, ps): + ''' + Makes a cmb temperature map based on the given power spectrum + Parameters: + shape, shape of submap in arcmin + pix_size, size of each pixel in arcmin + ps, power spectrum with shape (3, 3, lmax); clTT spectrum at ps[0][0] + + Return: cmb T map + ''' #ps[0][0] is cltt spectrum shape,wcs = enmap.geometry(shape=shape,pos=(0,0),res=np.deg2rad(pix_size/60.)) shape = (3,) + shape diff --git a/test_scalCls.dat b/test_scalCls.dat deleted file mode 100644 index ab1428a..0000000 --- a/test_scalCls.dat +++ /dev/null @@ -1,2199 +0,0 @@ - 2 0.11743E+04 0.13487E-05 0.29770E-01 0.10831E+07 0.32963E+05 - 3 0.11182E+04 0.63457E-05 0.67712E-01 0.16670E+07 0.38754E+05 - 4 0.10684E+04 0.18215E-04 0.11547E+00 0.21840E+07 0.41291E+05 - 5 0.10333E+04 0.40986E-04 0.17213E+00 0.26398E+07 0.42196E+05 - 6 0.10103E+04 0.79406E-04 0.23683E+00 0.30414E+07 0.42249E+05 - 7 0.99624E+03 0.13891E-03 0.30877E+00 0.33968E+07 0.41847E+05 - 8 0.98834E+03 0.22549E-03 0.38709E+00 0.37126E+07 0.41126E+05 - 9 0.98544E+03 0.34566E-03 0.47114E+00 0.39944E+07 0.40162E+05 - 10 0.98609E+03 0.50633E-03 0.55988E+00 0.42462E+07 0.39069E+05 - 11 0.98956E+03 0.79835E-03 0.65263E+00 0.44722E+07 0.37978E+05 - 12 0.99616E+03 0.98130E-03 0.75009E+00 0.46753E+07 0.36924E+05 - 13 0.10043E+04 0.13861E-02 0.84546E+00 0.48582E+07 0.35914E+05 - 14 0.10133E+04 0.17902E-02 0.94247E+00 0.50228E+07 0.34936E+05 - 15 0.10237E+04 0.21882E-02 0.10466E+01 0.51711E+07 0.33973E+05 - 16 0.10360E+04 0.26959E-02 0.11605E+01 0.53047E+07 0.33013E+05 - 17 0.10498E+04 0.34642E-02 0.12741E+01 0.54251E+07 0.32062E+05 - 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1731 0.48334E+03 0.12153E+02 -0.36186E+02 0.52975E+05 0.22433E+01 - 1732 0.48360E+03 0.12014E+02 -0.35878E+02 0.52875E+05 0.22392E+01 - 1733 0.48384E+03 0.11878E+02 -0.35565E+02 0.52775E+05 0.22362E+01 - 1734 0.48405E+03 0.11743E+02 -0.35247E+02 0.52676E+05 0.22343E+01 - 1735 0.48424E+03 0.11610E+02 -0.34922E+02 0.52576E+05 0.22335E+01 - 1736 0.48441E+03 0.11478E+02 -0.34593E+02 0.52477E+05 0.22338E+01 - 1737 0.48455E+03 0.11349E+02 -0.34257E+02 0.52378E+05 0.22352E+01 - 1738 0.48466E+03 0.11222E+02 -0.33917E+02 0.52279E+05 0.22376E+01 - 1739 0.48477E+03 0.11097E+02 -0.33572E+02 0.52181E+05 0.22411E+01 - 1740 0.48483E+03 0.10974E+02 -0.33222E+02 0.52082E+05 0.22457E+01 - 1741 0.48489E+03 0.10852E+02 -0.32866E+02 0.51984E+05 0.22514E+01 - 1742 0.48490E+03 0.10733E+02 -0.32508E+02 0.51886E+05 0.22581E+01 - 1743 0.48490E+03 0.10617E+02 -0.32144E+02 0.51788E+05 0.22658E+01 - 1744 0.48487E+03 0.10502E+02 -0.31776E+02 0.51690E+05 0.22746E+01 - 1745 0.48481E+03 0.10389E+02 -0.31404E+02 0.51592E+05 0.22845E+01 - 1746 0.48473E+03 0.10279E+02 -0.31028E+02 0.51495E+05 0.22954E+01 - 1747 0.48462E+03 0.10172E+02 -0.30649E+02 0.51398E+05 0.23074E+01 - 1748 0.48448E+03 0.10067E+02 -0.30266E+02 0.51301E+05 0.23204E+01 - 1749 0.48431E+03 0.99635E+01 -0.29879E+02 0.51204E+05 0.23344E+01 - 1750 0.48412E+03 0.98627E+01 -0.29489E+02 0.51107E+05 0.23495E+01 - 1751 0.48390E+03 0.97638E+01 -0.29097E+02 0.51011E+05 0.23656E+01 - 1752 0.48365E+03 0.96667E+01 -0.28701E+02 0.50914E+05 0.23827E+01 - 1753 0.48338E+03 0.95717E+01 -0.28303E+02 0.50818E+05 0.24008E+01 - 1754 0.48308E+03 0.94800E+01 -0.27902E+02 0.50722E+05 0.24199E+01 - 1755 0.48275E+03 0.93915E+01 -0.27499E+02 0.50626E+05 0.24400E+01 - 1756 0.48240E+03 0.93044E+01 -0.27093E+02 0.50530E+05 0.24611E+01 - 1757 0.48202E+03 0.92198E+01 -0.26686E+02 0.50435E+05 0.24831E+01 - 1758 0.48160E+03 0.91376E+01 -0.26277E+02 0.50340E+05 0.25060E+01 - 1759 0.48117E+03 0.90579E+01 -0.25866E+02 0.50244E+05 0.25299E+01 - 1760 0.48070E+03 0.89808E+01 -0.25454E+02 0.50149E+05 0.25547E+01 - 1761 0.48021E+03 0.89062E+01 -0.25040E+02 0.50055E+05 0.25804E+01 - 1762 0.47969E+03 0.88339E+01 -0.24625E+02 0.49960E+05 0.26069E+01 - 1763 0.47914E+03 0.87643E+01 -0.24209E+02 0.49865E+05 0.26344E+01 - 1764 0.47858E+03 0.86973E+01 -0.23793E+02 0.49771E+05 0.26627E+01 - 1765 0.47797E+03 0.86327E+01 -0.23376E+02 0.49677E+05 0.26919E+01 - 1766 0.47735E+03 0.85704E+01 -0.22959E+02 0.49583E+05 0.27220E+01 - 1767 0.47669E+03 0.85107E+01 -0.22540E+02 0.49489E+05 0.27528E+01 - 1768 0.47601E+03 0.84535E+01 -0.22122E+02 0.49396E+05 0.27845E+01 - 1769 0.47531E+03 0.83988E+01 -0.21705E+02 0.49302E+05 0.28170E+01 - 1770 0.47457E+03 0.83465E+01 -0.21287E+02 0.49209E+05 0.28503E+01 - 1771 0.47381E+03 0.82968E+01 -0.20870E+02 0.49116E+05 0.28843E+01 - 1772 0.47303E+03 0.82495E+01 -0.20454E+02 0.49023E+05 0.29192E+01 - 1773 0.47221E+03 0.82047E+01 -0.20037E+02 0.48930E+05 0.29548E+01 - 1774 0.47138E+03 0.81624E+01 -0.19623E+02 0.48837E+05 0.29911E+01 - 1775 0.47052E+03 0.81225E+01 -0.19209E+02 0.48745E+05 0.30282E+01 - 1776 0.46964E+03 0.80851E+01 -0.18796E+02 0.48653E+05 0.30659E+01 - 1777 0.46871E+03 0.80503E+01 -0.18386E+02 0.48561E+05 0.31044E+01 - 1778 0.46778E+03 0.80178E+01 -0.17977E+02 0.48469E+05 0.31436E+01 - 1779 0.46681E+03 0.79878E+01 -0.17569E+02 0.48377E+05 0.31835E+01 - 1780 0.46583E+03 0.79603E+01 -0.17163E+02 0.48285E+05 0.32240E+01 - 1781 0.46482E+03 0.79351E+01 -0.16759E+02 0.48194E+05 0.32652E+01 - 1782 0.46377E+03 0.79124E+01 -0.16358E+02 0.48102E+05 0.33071E+01 - 1783 0.46271E+03 0.78921E+01 -0.15959E+02 0.48011E+05 0.33495E+01 - 1784 0.46164E+03 0.78742E+01 -0.15561E+02 0.47920E+05 0.33926E+01 - 1785 0.46053E+03 0.78587E+01 -0.15168E+02 0.47830E+05 0.34363E+01 - 1786 0.45940E+03 0.78456E+01 -0.14776E+02 0.47739E+05 0.34806E+01 - 1787 0.45826E+03 0.78349E+01 -0.14388E+02 0.47648E+05 0.35255E+01 - 1788 0.45709E+03 0.78265E+01 -0.14003E+02 0.47558E+05 0.35710E+01 - 1789 0.45589E+03 0.78205E+01 -0.13621E+02 0.47468E+05 0.36170E+01 - 1790 0.45467E+03 0.78168E+01 -0.13243E+02 0.47378E+05 0.36636E+01 - 1791 0.45343E+03 0.78153E+01 -0.12869E+02 0.47288E+05 0.37107E+01 - 1792 0.45217E+03 0.78162E+01 -0.12497E+02 0.47199E+05 0.37583E+01 - 1793 0.45088E+03 0.78193E+01 -0.12130E+02 0.47109E+05 0.38064E+01 - 1794 0.44958E+03 0.78247E+01 -0.11767E+02 0.47020E+05 0.38551E+01 - 1795 0.44827E+03 0.78324E+01 -0.11408E+02 0.46930E+05 0.39042E+01 - 1796 0.44690E+03 0.78423E+01 -0.11052E+02 0.46841E+05 0.39538E+01 - 1797 0.44555E+03 0.78543E+01 -0.10702E+02 0.46753E+05 0.40038E+01 - 1798 0.44417E+03 0.78685E+01 -0.10355E+02 0.46664E+05 0.40543E+01 - 1799 0.44276E+03 0.78850E+01 -0.10014E+02 0.46575E+05 0.41053E+01 - 1800 0.44134E+03 0.79036E+01 -0.96770E+01 0.46487E+05 0.41566E+01 - 1801 0.43991E+03 0.79243E+01 -0.93446E+01 0.46399E+05 0.42084E+01 - 1802 0.43847E+03 0.79470E+01 -0.90176E+01 0.46311E+05 0.42606E+01 - 1803 0.43700E+03 0.79718E+01 -0.86961E+01 0.46223E+05 0.43131E+01 - 1804 0.43551E+03 0.79985E+01 -0.83788E+01 0.46135E+05 0.43660E+01 - 1805 0.43400E+03 0.80274E+01 -0.80671E+01 0.46047E+05 0.44193E+01 - 1806 0.43248E+03 0.80583E+01 -0.77607E+01 0.45960E+05 0.44730E+01 - 1807 0.43094E+03 0.80911E+01 -0.74598E+01 0.45873E+05 0.45269E+01 - 1808 0.42939E+03 0.81257E+01 -0.71642E+01 0.45785E+05 0.45812E+01 - 1809 0.42783E+03 0.81620E+01 -0.68744E+01 0.45699E+05 0.46359E+01 - 1810 0.42625E+03 0.82003E+01 -0.65902E+01 0.45612E+05 0.46908E+01 - 1811 0.42465E+03 0.82403E+01 -0.63116E+01 0.45525E+05 0.47460E+01 - 1812 0.42304E+03 0.82822E+01 -0.60391E+01 0.45439E+05 0.48014E+01 - 1813 0.42142E+03 0.83258E+01 -0.57724E+01 0.45352E+05 0.48572E+01 - 1814 0.41979E+03 0.83710E+01 -0.55116E+01 0.45266E+05 0.49132E+01 - 1815 0.41815E+03 0.84179E+01 -0.52569E+01 0.45180E+05 0.49694E+01 - 1816 0.41649E+03 0.84664E+01 -0.50084E+01 0.45094E+05 0.50258E+01 - 1817 0.41483E+03 0.85164E+01 -0.47659E+01 0.45008E+05 0.50825E+01 - 1818 0.41314E+03 0.85680E+01 -0.45297E+01 0.44923E+05 0.51393E+01 - 1819 0.41144E+03 0.86212E+01 -0.42999E+01 0.44837E+05 0.51964E+01 - 1820 0.40974E+03 0.86757E+01 -0.40764E+01 0.44752E+05 0.52536E+01 - 1821 0.40805E+03 0.87318E+01 -0.38593E+01 0.44667E+05 0.53109E+01 - 1822 0.40633E+03 0.87891E+01 -0.36486E+01 0.44582E+05 0.53685E+01 - 1823 0.40463E+03 0.88479E+01 -0.34445E+01 0.44497E+05 0.54261E+01 - 1824 0.40291E+03 0.89077E+01 -0.32469E+01 0.44412E+05 0.54839E+01 - 1825 0.40117E+03 0.89687E+01 -0.30560E+01 0.44328E+05 0.55418E+01 - 1826 0.39943E+03 0.90318E+01 -0.28717E+01 0.44243E+05 0.55998E+01 - 1827 0.39770E+03 0.90956E+01 -0.26941E+01 0.44159E+05 0.56578E+01 - 1828 0.39594E+03 0.91606E+01 -0.25233E+01 0.44075E+05 0.57160E+01 - 1829 0.39419E+03 0.92258E+01 -0.23591E+01 0.43991E+05 0.57742E+01 - 1830 0.39243E+03 0.92936E+01 -0.22018E+01 0.43907E+05 0.58324E+01 - 1831 0.39067E+03 0.93616E+01 -0.20513E+01 0.43824E+05 0.58907E+01 - 1832 0.38890E+03 0.94306E+01 -0.19077E+01 0.43740E+05 0.59491E+01 - 1833 0.38713E+03 0.95007E+01 -0.17708E+01 0.43657E+05 0.60074E+01 - 1834 0.38537E+03 0.95711E+01 -0.16411E+01 0.43574E+05 0.60657E+01 - 1835 0.38359E+03 0.96431E+01 -0.15180E+01 0.43491E+05 0.61240E+01 - 1836 0.38182E+03 0.97169E+01 -0.14021E+01 0.43408E+05 0.61823E+01 - 1837 0.38005E+03 0.97895E+01 -0.12931E+01 0.43325E+05 0.62405E+01 - 1838 0.37827E+03 0.98638E+01 -0.11912E+01 0.43243E+05 0.62987E+01 - 1839 0.37649E+03 0.99391E+01 -0.10962E+01 0.43160E+05 0.63568E+01 - 1840 0.37473E+03 0.10014E+02 -0.10082E+01 0.43078E+05 0.64149E+01 - 1841 0.37296E+03 0.10090E+02 -0.92727E+00 0.42996E+05 0.64729E+01 - 1842 0.37119E+03 0.10167E+02 -0.85335E+00 0.42914E+05 0.65307E+01 - 1843 0.36942E+03 0.10244E+02 -0.78649E+00 0.42832E+05 0.65885E+01 - 1844 0.36766E+03 0.10322E+02 -0.72657E+00 0.42750E+05 0.66461E+01 - 1845 0.36592E+03 0.10400E+02 -0.67374E+00 0.42669E+05 0.67035E+01 - 1846 0.36415E+03 0.10479E+02 -0.62781E+00 0.42587E+05 0.67609E+01 - 1847 0.36240E+03 0.10558E+02 -0.58908E+00 0.42506E+05 0.68180E+01 - 1848 0.36065E+03 0.10637E+02 -0.55720E+00 0.42425E+05 0.68750E+01 - 1849 0.35891E+03 0.10716E+02 -0.53234E+00 0.42344E+05 0.69318E+01 - 1850 0.35717E+03 0.10796E+02 -0.51444E+00 0.42263E+05 0.69884E+01 - 1851 0.35542E+03 0.10876E+02 -0.50350E+00 0.42182E+05 0.70448E+01 - 1852 0.35371E+03 0.10958E+02 -0.49953E+00 0.42102E+05 0.71009E+01 - 1853 0.35198E+03 0.11038E+02 -0.50235E+00 0.42021E+05 0.71569E+01 - 1854 0.35027E+03 0.11118E+02 -0.51211E+00 0.41941E+05 0.72126E+01 - 1855 0.34856E+03 0.11197E+02 -0.52857E+00 0.41861E+05 0.72682E+01 - 1856 0.34687E+03 0.11278E+02 -0.55164E+00 0.41781E+05 0.73235E+01 - 1857 0.34518E+03 0.11359E+02 -0.58145E+00 0.41701E+05 0.73786E+01 - 1858 0.34350E+03 0.11438E+02 -0.61785E+00 0.41621E+05 0.74336E+01 - 1859 0.34183E+03 0.11519E+02 -0.66090E+00 0.41542E+05 0.74883E+01 - 1860 0.34017E+03 0.11598E+02 -0.71029E+00 0.41462E+05 0.75429E+01 - 1861 0.33853E+03 0.11678E+02 -0.76622E+00 0.41383E+05 0.75973E+01 - 1862 0.33689E+03 0.11758E+02 -0.82839E+00 0.41304E+05 0.76514E+01 - 1863 0.33525E+03 0.11837E+02 -0.89679E+00 0.41225E+05 0.77054E+01 - 1864 0.33364E+03 0.11917E+02 -0.97146E+00 0.41146E+05 0.77593E+01 - 1865 0.33203E+03 0.11996E+02 -0.10523E+01 0.41067E+05 0.78129E+01 - 1866 0.33045E+03 0.12074E+02 -0.11392E+01 0.40988E+05 0.78664E+01 - 1867 0.32886E+03 0.12152E+02 -0.12319E+01 0.40910E+05 0.79196E+01 - 1868 0.32729E+03 0.12229E+02 -0.13307E+01 0.40832E+05 0.79728E+01 - 1869 0.32574E+03 0.12306E+02 -0.14352E+01 0.40753E+05 0.80257E+01 - 1870 0.32420E+03 0.12382E+02 -0.15456E+01 0.40675E+05 0.80785E+01 - 1871 0.32266E+03 0.12459E+02 -0.16615E+01 0.40598E+05 0.81311E+01 - 1872 0.32115E+03 0.12534E+02 -0.17832E+01 0.40520E+05 0.81836E+01 - 1873 0.31966E+03 0.12609E+02 -0.19103E+01 0.40442E+05 0.82359E+01 - 1874 0.31817E+03 0.12682E+02 -0.20429E+01 0.40365E+05 0.82880E+01 - 1875 0.31671E+03 0.12756E+02 -0.21808E+01 0.40287E+05 0.83400E+01 - 1876 0.31525E+03 0.12828E+02 -0.23238E+01 0.40210E+05 0.83918E+01 - 1877 0.31381E+03 0.12900E+02 -0.24721E+01 0.40133E+05 0.84435E+01 - 1878 0.31238E+03 0.12970E+02 -0.26255E+01 0.40056E+05 0.84951E+01 - 1879 0.31097E+03 0.13040E+02 -0.27837E+01 0.39979E+05 0.85465E+01 - 1880 0.30959E+03 0.13109E+02 -0.29469E+01 0.39902E+05 0.85977E+01 - 1881 0.30822E+03 0.13176E+02 -0.31148E+01 0.39826E+05 0.86489E+01 - 1882 0.30685E+03 0.13244E+02 -0.32873E+01 0.39750E+05 0.86999E+01 - 1883 0.30552E+03 0.13309E+02 -0.34644E+01 0.39673E+05 0.87507E+01 - 1884 0.30420E+03 0.13375E+02 -0.36460E+01 0.39597E+05 0.88015E+01 - 1885 0.30290E+03 0.13439E+02 -0.38321E+01 0.39521E+05 0.88521E+01 - 1886 0.30161E+03 0.13503E+02 -0.40223E+01 0.39445E+05 0.89025E+01 - 1887 0.30034E+03 0.13564E+02 -0.42168E+01 0.39369E+05 0.89529E+01 - 1888 0.29910E+03 0.13625E+02 -0.44154E+01 0.39294E+05 0.90031E+01 - 1889 0.29786E+03 0.13684E+02 -0.46179E+01 0.39218E+05 0.90533E+01 - 1890 0.29665E+03 0.13742E+02 -0.48244E+01 0.39143E+05 0.91033E+01 - 1891 0.29547E+03 0.13800E+02 -0.50345E+01 0.39068E+05 0.91532E+01 - 1892 0.29429E+03 0.13856E+02 -0.52485E+01 0.38993E+05 0.92029E+01 - 1893 0.29313E+03 0.13911E+02 -0.54658E+01 0.38918E+05 0.92526E+01 - 1894 0.29200E+03 0.13964E+02 -0.56866E+01 0.38843E+05 0.93022E+01 - 1895 0.29089E+03 0.14016E+02 -0.59107E+01 0.38768E+05 0.93517E+01 - 1896 0.28979E+03 0.14068E+02 -0.61381E+01 0.38694E+05 0.94011E+01 - 1897 0.28873E+03 0.14117E+02 -0.63687E+01 0.38619E+05 0.94503E+01 - 1898 0.28767E+03 0.14165E+02 -0.66023E+01 0.38545E+05 0.94995E+01 - 1899 0.28664E+03 0.14212E+02 -0.68388E+01 0.38471E+05 0.95486E+01 - 1900 0.28562E+03 0.14256E+02 -0.70782E+01 0.38397E+05 0.95976E+01 - 1901 0.28463E+03 0.14300E+02 -0.73205E+01 0.38323E+05 0.96465E+01 - 1902 0.28367E+03 0.14341E+02 -0.75652E+01 0.38249E+05 0.96954E+01 - 1903 0.28271E+03 0.14381E+02 -0.78121E+01 0.38175E+05 0.97441E+01 - 1904 0.28180E+03 0.14421E+02 -0.80609E+01 0.38102E+05 0.97927E+01 - 1905 0.28088E+03 0.14458E+02 -0.83128E+01 0.38028E+05 0.98411E+01 - 1906 0.27999E+03 0.14494E+02 -0.85668E+01 0.37955E+05 0.98895E+01 - 1907 0.27913E+03 0.14529E+02 -0.88217E+01 0.37882E+05 0.99377E+01 - 1908 0.27828E+03 0.14562E+02 -0.90795E+01 0.37809E+05 0.99857E+01 - 1909 0.27745E+03 0.14593E+02 -0.93379E+01 0.37736E+05 0.10034E+02 - 1910 0.27664E+03 0.14624E+02 -0.95986E+01 0.37663E+05 0.10081E+02 - 1911 0.27587E+03 0.14652E+02 -0.98613E+01 0.37591E+05 0.10129E+02 - 1912 0.27511E+03 0.14679E+02 -0.10124E+02 0.37518E+05 0.10176E+02 - 1913 0.27437E+03 0.14703E+02 -0.10388E+02 0.37446E+05 0.10223E+02 - 1914 0.27365E+03 0.14726E+02 -0.10653E+02 0.37374E+05 0.10270E+02 - 1915 0.27295E+03 0.14748E+02 -0.10920E+02 0.37302E+05 0.10316E+02 - 1916 0.27227E+03 0.14768E+02 -0.11187E+02 0.37230E+05 0.10363E+02 - 1917 0.27162E+03 0.14786E+02 -0.11455E+02 0.37158E+05 0.10409E+02 - 1918 0.27098E+03 0.14803E+02 -0.11724E+02 0.37086E+05 0.10455E+02 - 1919 0.27037E+03 0.14818E+02 -0.11993E+02 0.37014E+05 0.10500E+02 - 1920 0.26978E+03 0.14831E+02 -0.12263E+02 0.36943E+05 0.10546E+02 - 1921 0.26920E+03 0.14843E+02 -0.12532E+02 0.36871E+05 0.10591E+02 - 1922 0.26865E+03 0.14853E+02 -0.12802E+02 0.36800E+05 0.10635E+02 - 1923 0.26811E+03 0.14861E+02 -0.13071E+02 0.36729E+05 0.10680E+02 - 1924 0.26759E+03 0.14868E+02 -0.13341E+02 0.36658E+05 0.10724E+02 - 1925 0.26711E+03 0.14872E+02 -0.13611E+02 0.36587E+05 0.10767E+02 - 1926 0.26663E+03 0.14876E+02 -0.13879E+02 0.36516E+05 0.10811E+02 - 1927 0.26616E+03 0.14878E+02 -0.14149E+02 0.36446E+05 0.10854E+02 - 1928 0.26574E+03 0.14878E+02 -0.14415E+02 0.36375E+05 0.10896E+02 - 1929 0.26531E+03 0.14877E+02 -0.14683E+02 0.36305E+05 0.10938E+02 - 1930 0.26492E+03 0.14873E+02 -0.14949E+02 0.36235E+05 0.10980E+02 - 1931 0.26455E+03 0.14867E+02 -0.15214E+02 0.36164E+05 0.11022E+02 - 1932 0.26419E+03 0.14861E+02 -0.15477E+02 0.36094E+05 0.11063E+02 - 1933 0.26386E+03 0.14852E+02 -0.15741E+02 0.36024E+05 0.11103E+02 - 1934 0.26354E+03 0.14842E+02 -0.16002E+02 0.35955E+05 0.11143E+02 - 1935 0.26324E+03 0.14830E+02 -0.16262E+02 0.35885E+05 0.11183E+02 - 1936 0.26296E+03 0.14817E+02 -0.16521E+02 0.35816E+05 0.11222E+02 - 1937 0.26269E+03 0.14800E+02 -0.16778E+02 0.35746E+05 0.11261E+02 - 1938 0.26245E+03 0.14784E+02 -0.17033E+02 0.35677E+05 0.11300E+02 - 1939 0.26222E+03 0.14765E+02 -0.17286E+02 0.35608E+05 0.11337E+02 - 1940 0.26201E+03 0.14745E+02 -0.17538E+02 0.35539E+05 0.11375E+02 - 1941 0.26182E+03 0.14723E+02 -0.17786E+02 0.35470E+05 0.11411E+02 - 1942 0.26164E+03 0.14700E+02 -0.18033E+02 0.35401E+05 0.11448E+02 - 1943 0.26149E+03 0.14675E+02 -0.18279E+02 0.35332E+05 0.11484E+02 - 1944 0.26135E+03 0.14647E+02 -0.18521E+02 0.35264E+05 0.11519E+02 - 1945 0.26122E+03 0.14619E+02 -0.18760E+02 0.35195E+05 0.11553E+02 - 1946 0.26112E+03 0.14589E+02 -0.18998E+02 0.35127E+05 0.11588E+02 - 1947 0.26102E+03 0.14557E+02 -0.19232E+02 0.35058E+05 0.11621E+02 - 1948 0.26095E+03 0.14524E+02 -0.19465E+02 0.34990E+05 0.11654E+02 - 1949 0.26089E+03 0.14488E+02 -0.19693E+02 0.34922E+05 0.11686E+02 - 1950 0.26084E+03 0.14452E+02 -0.19919E+02 0.34855E+05 0.11718E+02 - 1951 0.26082E+03 0.14415E+02 -0.20142E+02 0.34787E+05 0.11749E+02 - 1952 0.26081E+03 0.14374E+02 -0.20361E+02 0.34719E+05 0.11780E+02 - 1953 0.26081E+03 0.14333E+02 -0.20578E+02 0.34652E+05 0.11810E+02 - 1954 0.26083E+03 0.14290E+02 -0.20791E+02 0.34584E+05 0.11839E+02 - 1955 0.26086E+03 0.14246E+02 -0.21001E+02 0.34517E+05 0.11868E+02 - 1956 0.26090E+03 0.14201E+02 -0.21207E+02 0.34450E+05 0.11896E+02 - 1957 0.26099E+03 0.14153E+02 -0.21410E+02 0.34383E+05 0.11923E+02 - 1958 0.26104E+03 0.14105E+02 -0.21609E+02 0.34316E+05 0.11950E+02 - 1959 0.26113E+03 0.14054E+02 -0.21804E+02 0.34249E+05 0.11976E+02 - 1960 0.26122E+03 0.14003E+02 -0.21997E+02 0.34182E+05 0.12001E+02 - 1961 0.26133E+03 0.13951E+02 -0.22185E+02 0.34116E+05 0.12026E+02 - 1962 0.26145E+03 0.13897E+02 -0.22368E+02 0.34049E+05 0.12051E+02 - 1963 0.26158E+03 0.13842E+02 -0.22548E+02 0.33983E+05 0.12074E+02 - 1964 0.26173E+03 0.13785E+02 -0.22724E+02 0.33917E+05 0.12097E+02 - 1965 0.26189E+03 0.13727E+02 -0.22896E+02 0.33850E+05 0.12119E+02 - 1966 0.26205E+03 0.13667E+02 -0.23064E+02 0.33784E+05 0.12141E+02 - 1967 0.26224E+03 0.13606E+02 -0.23227E+02 0.33718E+05 0.12162E+02 - 1968 0.26241E+03 0.13544E+02 -0.23387E+02 0.33653E+05 0.12182E+02 - 1969 0.26262E+03 0.13481E+02 -0.23542E+02 0.33587E+05 0.12202E+02 - 1970 0.26282E+03 0.13418E+02 -0.23692E+02 0.33521E+05 0.12221E+02 - 1971 0.26303E+03 0.13353E+02 -0.23839E+02 0.33456E+05 0.12239E+02 - 1972 0.26325E+03 0.13286E+02 -0.23980E+02 0.33391E+05 0.12257E+02 - 1973 0.26348E+03 0.13219E+02 -0.24117E+02 0.33325E+05 0.12274E+02 - 1974 0.26373E+03 0.13150E+02 -0.24250E+02 0.33260E+05 0.12290E+02 - 1975 0.26397E+03 0.13081E+02 -0.24379E+02 0.33195E+05 0.12306E+02 - 1976 0.26422E+03 0.13010E+02 -0.24502E+02 0.33130E+05 0.12321E+02 - 1977 0.26449E+03 0.12939E+02 -0.24621E+02 0.33066E+05 0.12335E+02 - 1978 0.26475E+03 0.12867E+02 -0.24735E+02 0.33001E+05 0.12348E+02 - 1979 0.26502E+03 0.12793E+02 -0.24844E+02 0.32936E+05 0.12361E+02 - 1980 0.26531E+03 0.12719E+02 -0.24948E+02 0.32872E+05 0.12374E+02 - 1981 0.26559E+03 0.12644E+02 -0.25048E+02 0.32808E+05 0.12385E+02 - 1982 0.26587E+03 0.12567E+02 -0.25142E+02 0.32743E+05 0.12396E+02 - 1983 0.26617E+03 0.12490E+02 -0.25233E+02 0.32679E+05 0.12406E+02 - 1984 0.26647E+03 0.12413E+02 -0.25317E+02 0.32615E+05 0.12416E+02 - 1985 0.26678E+03 0.12334E+02 -0.25398E+02 0.32551E+05 0.12424E+02 - 1986 0.26708E+03 0.12254E+02 -0.25473E+02 0.32487E+05 0.12432E+02 - 1987 0.26739E+03 0.12175E+02 -0.25543E+02 0.32424E+05 0.12440E+02 - 1988 0.26770E+03 0.12094E+02 -0.25608E+02 0.32360E+05 0.12446E+02 - 1989 0.26802E+03 0.12014E+02 -0.25666E+02 0.32297E+05 0.12452E+02 - 1990 0.26834E+03 0.11932E+02 -0.25722E+02 0.32233E+05 0.12457E+02 - 1991 0.26865E+03 0.11849E+02 -0.25771E+02 0.32170E+05 0.12462E+02 - 1992 0.26897E+03 0.11766E+02 -0.25816E+02 0.32107E+05 0.12466E+02 - 1993 0.26929E+03 0.11683E+02 -0.25855E+02 0.32044E+05 0.12469E+02 - 1994 0.26961E+03 0.11598E+02 -0.25890E+02 0.31981E+05 0.12471E+02 - 1995 0.26994E+03 0.11513E+02 -0.25920E+02 0.31918E+05 0.12472E+02 - 1996 0.27026E+03 0.11428E+02 -0.25944E+02 0.31856E+05 0.12473E+02 - 1997 0.27058E+03 0.11342E+02 -0.25962E+02 0.31793E+05 0.12473E+02 - 1998 0.27091E+03 0.11256E+02 -0.25975E+02 0.31730E+05 0.12473E+02 - 1999 0.27123E+03 0.11169E+02 -0.25984E+02 0.31668E+05 0.12471E+02 - 2000 0.27154E+03 0.11083E+02 -0.25987E+02 0.31606E+05 0.12469E+02 - 2001 0.27186E+03 0.10996E+02 -0.25985E+02 0.31544E+05 0.12467E+02 - 2002 0.27218E+03 0.10909E+02 -0.25978E+02 0.31482E+05 0.12463E+02 - 2003 0.27250E+03 0.10821E+02 -0.25965E+02 0.31420E+05 0.12459E+02 - 2004 0.27281E+03 0.10733E+02 -0.25948E+02 0.31358E+05 0.12454E+02 - 2005 0.27312E+03 0.10645E+02 -0.25925E+02 0.31296E+05 0.12448E+02 - 2006 0.27343E+03 0.10558E+02 -0.25898E+02 0.31234E+05 0.12442E+02 - 2007 0.27372E+03 0.10469E+02 -0.25865E+02 0.31173E+05 0.12434E+02 - 2008 0.27403E+03 0.10380E+02 -0.25828E+02 0.31111E+05 0.12427E+02 - 2009 0.27432E+03 0.10291E+02 -0.25785E+02 0.31050E+05 0.12418E+02 - 2010 0.27460E+03 0.10203E+02 -0.25737E+02 0.30989E+05 0.12409E+02 - 2011 0.27489E+03 0.10114E+02 -0.25685E+02 0.30928E+05 0.12399E+02 - 2012 0.27518E+03 0.10025E+02 -0.25628E+02 0.30867E+05 0.12389E+02 - 2013 0.27544E+03 0.99356E+01 -0.25566E+02 0.30806E+05 0.12378E+02 - 2014 0.27572E+03 0.98476E+01 -0.25498E+02 0.30745E+05 0.12366E+02 - 2015 0.27599E+03 0.97588E+01 -0.25427E+02 0.30684E+05 0.12354E+02 - 2016 0.27625E+03 0.96706E+01 -0.25351E+02 0.30624E+05 0.12341E+02 - 2017 0.27650E+03 0.95824E+01 -0.25270E+02 0.30563E+05 0.12327E+02 - 2018 0.27674E+03 0.94942E+01 -0.25184E+02 0.30503E+05 0.12313E+02 - 2019 0.27698E+03 0.94062E+01 -0.25093E+02 0.30442E+05 0.12298E+02 - 2020 0.27721E+03 0.93183E+01 -0.24999E+02 0.30382E+05 0.12283E+02 - 2021 0.27744E+03 0.92311E+01 -0.24899E+02 0.30322E+05 0.12267E+02 - 2022 0.27765E+03 0.91440E+01 -0.24795E+02 0.30262E+05 0.12250E+02 - 2023 0.27786E+03 0.90572E+01 -0.24687E+02 0.30202E+05 0.12233E+02 - 2024 0.27806E+03 0.89707E+01 -0.24575E+02 0.30143E+05 0.12215E+02 - 2025 0.27824E+03 0.88845E+01 -0.24458E+02 0.30083E+05 0.12197E+02 - 2026 0.27843E+03 0.87987E+01 -0.24337E+02 0.30023E+05 0.12178E+02 - 2027 0.27861E+03 0.87135E+01 -0.24212E+02 0.29964E+05 0.12159E+02 - 2028 0.27876E+03 0.86286E+01 -0.24083E+02 0.29904E+05 0.12139E+02 - 2029 0.27892E+03 0.85442E+01 -0.23949E+02 0.29845E+05 0.12119E+02 - 2030 0.27906E+03 0.84602E+01 -0.23812E+02 0.29786E+05 0.12098E+02 - 2031 0.27919E+03 0.83768E+01 -0.23671E+02 0.29727E+05 0.12076E+02 - 2032 0.27932E+03 0.82939E+01 -0.23526E+02 0.29668E+05 0.12055E+02 - 2033 0.27943E+03 0.82116E+01 -0.23377E+02 0.29609E+05 0.12032E+02 - 2034 0.27954E+03 0.81300E+01 -0.23225E+02 0.29550E+05 0.12009E+02 - 2035 0.27963E+03 0.80489E+01 -0.23068E+02 0.29492E+05 0.11986E+02 - 2036 0.27971E+03 0.79685E+01 -0.22908E+02 0.29433E+05 0.11962E+02 - 2037 0.27979E+03 0.78888E+01 -0.22745E+02 0.29375E+05 0.11938E+02 - 2038 0.27983E+03 0.78097E+01 -0.22578E+02 0.29316E+05 0.11914E+02 - 2039 0.27988E+03 0.77314E+01 -0.22407E+02 0.29258E+05 0.11888E+02 - 2040 0.27992E+03 0.76538E+01 -0.22233E+02 0.29200E+05 0.11863E+02 - 2041 0.27994E+03 0.75768E+01 -0.22056E+02 0.29142E+05 0.11837E+02 - 2042 0.27996E+03 0.75008E+01 -0.21876E+02 0.29084E+05 0.11811E+02 - 2043 0.27995E+03 0.74256E+01 -0.21692E+02 0.29026E+05 0.11784E+02 - 2044 0.27995E+03 0.73511E+01 -0.21505E+02 0.28968E+05 0.11757E+02 - 2045 0.27992E+03 0.72775E+01 -0.21316E+02 0.28911E+05 0.11729E+02 - 2046 0.27989E+03 0.72047E+01 -0.21124E+02 0.28853E+05 0.11701E+02 - 2047 0.27983E+03 0.71328E+01 -0.20929E+02 0.28796E+05 0.11673E+02 - 2048 0.27977E+03 0.70619E+01 -0.20730E+02 0.28738E+05 0.11644E+02 - 2049 0.27970E+03 0.69919E+01 -0.20530E+02 0.28681E+05 0.11615E+02 - 2050 0.27960E+03 0.69228E+01 -0.20325E+02 0.28624E+05 0.11586E+02 - 2051 0.27949E+03 0.68547E+01 -0.20120E+02 0.28567E+05 0.11556E+02 - 2052 0.27938E+03 0.67876E+01 -0.19911E+02 0.28510E+05 0.11526E+02 - 2053 0.27924E+03 0.67215E+01 -0.19700E+02 0.28453E+05 0.11496E+02 - 2054 0.27910E+03 0.66564E+01 -0.19487E+02 0.28396E+05 0.11465E+02 - 2055 0.27893E+03 0.65922E+01 -0.19271E+02 0.28340E+05 0.11434E+02 - 2056 0.27876E+03 0.65292E+01 -0.19054E+02 0.28283E+05 0.11402E+02 - 2057 0.27858E+03 0.64672E+01 -0.18833E+02 0.28227E+05 0.11371E+02 - 2058 0.27838E+03 0.64062E+01 -0.18612E+02 0.28170E+05 0.11339E+02 - 2059 0.27816E+03 0.63464E+01 -0.18389E+02 0.28114E+05 0.11306E+02 - 2060 0.27794E+03 0.62874E+01 -0.18162E+02 0.28058E+05 0.11274E+02 - 2061 0.27770E+03 0.62297E+01 -0.17935E+02 0.28002E+05 0.11241E+02 - 2062 0.27744E+03 0.61731E+01 -0.17706E+02 0.27946E+05 0.11207E+02 - 2063 0.27718E+03 0.61176E+01 -0.17476E+02 0.27890E+05 0.11174E+02 - 2064 0.27688E+03 0.60633E+01 -0.17244E+02 0.27834E+05 0.11140E+02 - 2065 0.27658E+03 0.60101E+01 -0.17010E+02 0.27778E+05 0.11106E+02 - 2066 0.27628E+03 0.59580E+01 -0.16776E+02 0.27723E+05 0.11071E+02 - 2067 0.27595E+03 0.59071E+01 -0.16540E+02 0.27667E+05 0.11036E+02 - 2068 0.27560E+03 0.58573E+01 -0.16304E+02 0.27612E+05 0.11001E+02 - 2069 0.27526E+03 0.58087E+01 -0.16066E+02 0.27557E+05 0.10966E+02 - 2070 0.27488E+03 0.57613E+01 -0.15827E+02 0.27501E+05 0.10930E+02 - 2071 0.27450E+03 0.57151E+01 -0.15588E+02 0.27446E+05 0.10894E+02 - 2072 0.27410E+03 0.56701E+01 -0.15348E+02 0.27391E+05 0.10858E+02 - 2073 0.27369E+03 0.56263E+01 -0.15107E+02 0.27336E+05 0.10821E+02 - 2074 0.27327E+03 0.55837E+01 -0.14866E+02 0.27281E+05 0.10784E+02 - 2075 0.27283E+03 0.55422E+01 -0.14623E+02 0.27227E+05 0.10747E+02 - 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