{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Spectral element DEComposition (SDEC) Plot\n", "The SDEC Plot illustrates the contributions of different chemical elements in the formation of a simulation model's spectrum. It is a spectral diagnostic plot similar to those originally proposed by M. Kromer (see, for example, [Kromer et al. 2013](https://arxiv.org/abs/1311.0310), figure 4)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:35:03.859695Z", "start_time": "2021-02-18T17:35:03.851958Z" }, "nbsphinx": "hidden" }, "outputs": [], "source": [ "import warnings;\n", "warnings.filterwarnings('ignore');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, create a simulation model for which you want to generate this plot:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:30.434925Z", "start_time": "2021-02-18T17:35:06.936525Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.plasma.standard_plasmas\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tReading Atomic Data from kurucz_cd23_chianti_H_He.h5 (\u001b[1mstandard_plasmas.py\u001b[0m:91)\n", "[\u001b[1mtardis.io.atom_data.util\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tAtom Data kurucz_cd23_chianti_H_He.h5 not found in local path.\n", "\tExists in TARDIS Data repo /home/atharva/Downloads/tardis-data/kurucz_cd23_chianti_H_He.h5 (\u001b[1mutil.py\u001b[0m:34)\n", "[\u001b[1mtardis.io.atom_data.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tReading Atom Data with:\n", "\tUUID = 6f7b09e887a311e7a06b246e96350010\n", "\tMD5 = 864f1753714343c41f99cb065710cace (\u001b[1mbase.py\u001b[0m:189)\n", "[\u001b[1mtardis.io.atom_data.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tNon provided atomic data:\n", "\tsynpp_refs, photoionization_data, yg_data, two_photon_data (\u001b[1mbase.py\u001b[0m:193)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 1 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 7.942e+42 erg / s\n", "\tLuminosity absorbed = 2.659e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
09.93e+031.01e+040.40.507
59.85e+031.02e+040.2110.197
109.78e+031.01e+040.1430.117
159.71e+039.87e+030.1050.0869
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 9933.952 K\n", "\tExpected t_inner for next iteration = 11472.471 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 2 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.405e+43 erg / s\n", "\tLuminosity absorbed = 4.798e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.01e+041.15e+040.5070.546
51.02e+041.15e+040.1970.223
101.01e+041.13e+040.1170.135
159.87e+031.1e+040.08690.101
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11472.471 K\n", "\tExpected t_inner for next iteration = 9960.403 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 3 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.168e+42 erg / s\n", "\tLuminosity absorbed = 2.550e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.05e+040.5460.442
51.15e+041.08e+040.2230.165
101.13e+041.07e+040.1350.101
151.1e+041.02e+040.1010.0781
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 9960.403 K\n", "\tExpected t_inner for next iteration = 11342.715 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 4 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.356e+43 erg / s\n", "\tLuminosity absorbed = 4.460e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.05e+041.16e+040.4420.498
51.08e+041.17e+040.1650.201
101.07e+041.14e+040.1010.127
151.02e+041.1e+040.07810.0953
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11342.715 K\n", "\tExpected t_inner for next iteration = 10026.022 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 5 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.318e+42 erg / s\n", "\tLuminosity absorbed = 2.681e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.16e+041.06e+040.4980.444
51.17e+041.09e+040.2010.162
101.14e+041.07e+040.1270.101
151.1e+041.03e+040.09530.0769
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10026.022 K\n", "\tExpected t_inner for next iteration = 11314.135 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 6 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.343e+43 erg / s\n", "\tLuminosity absorbed = 4.402e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.06e+041.15e+040.4440.51
51.09e+041.17e+040.1620.201
101.07e+041.14e+040.1010.127
151.03e+041.1e+040.07690.0955
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11314.135 K\n", "\tExpected t_inner for next iteration = 10047.862 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 7 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.399e+42 erg / s\n", "\tLuminosity absorbed = 2.700e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.06e+040.510.443
51.17e+041.1e+040.2010.158
101.14e+041.07e+040.1270.102
151.1e+041.03e+040.09550.0768
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10047.862 K\n", "\tExpected t_inner for next iteration = 11284.172 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 8 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.334e+43 erg / s\n", "\tLuminosity absorbed = 4.312e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.06e+041.15e+040.4430.502
51.1e+041.17e+040.1580.197
101.07e+041.14e+040.1020.124
151.03e+041.1e+040.07680.0941
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11284.172 K\n", "\tExpected t_inner for next iteration = 10056.590 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 9 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.442e+42 erg / s\n", "\tLuminosity absorbed = 2.693e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.06e+040.5020.443
51.17e+041.1e+040.1970.161
101.14e+041.07e+040.1240.102
151.1e+041.04e+040.09410.0753
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10056.590 K\n", "\tExpected t_inner for next iteration = 11264.873 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 10 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.327e+43 erg / s\n", "\tLuminosity absorbed = 4.253e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.06e+041.15e+040.4430.505
51.1e+041.17e+040.1610.197
101.07e+041.15e+040.1020.122
151.04e+041.11e+040.07530.0933
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11264.873 K\n", "\tExpected t_inner for next iteration = 10062.930 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 11 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.521e+42 erg / s\n", "\tLuminosity absorbed = 2.645e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.06e+040.5050.444
51.17e+041.1e+040.1970.162
101.15e+041.09e+040.1220.0958
151.11e+041.05e+040.09330.0744
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10062.930 K\n", "\tExpected t_inner for next iteration = 11220.057 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 12 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.302e+43 erg / s\n", "\tLuminosity absorbed = 4.230e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.06e+041.16e+040.4440.486
51.1e+041.18e+040.1620.19
101.09e+041.14e+040.09580.121
151.05e+041.11e+040.07440.089
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11220.057 K\n", "\tExpected t_inner for next iteration = 10121.498 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 13 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.695e+42 erg / s\n", "\tLuminosity absorbed = 2.731e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.16e+041.07e+040.4860.438
51.18e+041.1e+040.190.162
101.14e+041.08e+040.1210.101
151.11e+041.04e+040.0890.0767
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10121.498 K\n", "\tExpected t_inner for next iteration = 11171.296 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 14 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.284e+43 erg / s\n", "\tLuminosity absorbed = 4.115e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.07e+041.15e+040.4380.495
51.1e+041.17e+040.1620.191
101.08e+041.14e+040.1010.12
151.04e+041.1e+040.07670.0918
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11171.296 K\n", "\tExpected t_inner for next iteration = 10145.811 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 15 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.705e+42 erg / s\n", "\tLuminosity absorbed = 2.828e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.07e+040.4950.449
51.17e+041.1e+040.1910.163
101.14e+041.09e+040.120.0997
151.1e+041.05e+040.09180.0768
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10145.811 K\n", "\tExpected t_inner for next iteration = 11191.850 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 16 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.284e+43 erg / s\n", "\tLuminosity absorbed = 4.234e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.07e+041.15e+040.4490.495
51.1e+041.18e+040.1630.184
101.09e+041.14e+040.09970.122
151.05e+041.11e+040.07680.0898
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11191.850 K\n", "\tExpected t_inner for next iteration = 10164.556 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 17 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.803e+42 erg / s\n", "\tLuminosity absorbed = 2.816e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.15e+041.07e+040.4950.439
51.18e+041.11e+040.1840.16
101.14e+041.1e+040.1220.0962
151.11e+041.05e+040.08980.0763
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10164.556 K\n", "\tExpected t_inner for next iteration = 11150.010 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 18 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.271e+43 erg / s\n", "\tLuminosity absorbed = 4.117e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.07e+041.14e+040.4390.492
51.11e+041.17e+040.160.186
101.1e+041.15e+040.09620.117
151.05e+041.11e+040.07630.0876
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 11150.010 K\n", "\tExpected t_inner for next iteration = 10180.809 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 19 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 8.820e+42 erg / s\n", "\tLuminosity absorbed = 2.873e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tPlasma stratification: (\u001b[1mbase.py\u001b[0m:430)\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Shell No. t_rad next_t_rad w next_w
01.14e+041.07e+040.4920.441
51.17e+041.11e+040.1860.161
101.15e+041.09e+040.1170.1
151.11e+041.05e+040.08760.0765
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] None (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tCurrent t_inner = 10180.809 K\n", "\tExpected t_inner for next iteration = 11157.125 K\n", " (\u001b[1mbase.py\u001b[0m:448)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tStarting iteration 20 of 20 (\u001b[1mbase.py\u001b[0m:325)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tLuminosity emitted = 1.272e+43 erg / s\n", "\tLuminosity absorbed = 4.149e+42 erg / s\n", "\tLuminosity requested = 1.059e+43 erg / s\n", " (\u001b[1mbase.py\u001b[0m:453)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] \n", "\tSimulation finished in 20 iterations \n", "\tSimulation took 42.66 s\n", " (\u001b[1mbase.py\u001b[0m:384)\n" ] } ], "source": [ "from tardis import run_tardis\n", "\n", "sim = run_tardis(\"tardis_example.yml\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Important:** The virtual packet logging capability must be active in order to produce the SDEC Plot for virtual packets population. Thus, make sure to set `virtual_packet_logging: True` in your configuration file if you want to generate the SDEC Plot with virtual packets. It should be added under the `virtual` property of the `spectrum` property, as described in the [configuration schema](https://tardis-sn.github.io/tardis/io/configuration/components/spectrum.html).\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, import the plotting interface for the SDEC plot, i.e. the `SDECPlotter` class." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:42.468383Z", "start_time": "2021-02-18T17:37:30.702418Z" } }, "outputs": [], "source": [ "from tardis.visualization import SDECPlotter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And create a plotter object to process the data of simulation object `sim` for generating the SDEC plots." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:44.686809Z", "start_time": "2021-02-18T17:37:42.534053Z" } }, "outputs": [], "source": [ "plotter = SDECPlotter.from_simulation(sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Static Plot (in matplotlib)\n", "You can now call the `generate_plot_mpl()` method on your `plotter` object to get a highly informative, yet beautiful, SDEC plot produced in matplotlib." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Virtual packets mode\n", "By default, an SDEC plot is produced for the virtual packet population of the simulation." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:48.944341Z", "start_time": "2021-02-18T17:37:44.697819Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Real packets mode\n", "You can produce the SDEC plot for the real packet population of the simulation by setting `packets_mode=\"real\"` which is `\"virtual\"` by default. Since `packets_mode` is the 1st argument, you can simply pass `\"real\"` string only." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:59.778634Z", "start_time": "2021-02-18T17:37:56.684368Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(\"real\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting a specific wavelength range\n", "You can also restrict the wavelength range of escaped packets that you want to plot by specifying `packet_wvl_range`. It should be a quantity in Angstroms, containing two values - lower lambda and upper lambda i.e. `[lower_lambda, upper_lambda] * u.AA`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:53.421136Z", "start_time": "2021-02-12T14:06:53.414261Z" } }, "outputs": [], "source": [ "from astropy import units as u" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:54.345187Z", "start_time": "2021-02-12T14:06:53.426078Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(packet_wvl_range=[3000, 9000] * u.AA);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting only the top contributing elements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `nelements` option allows you to plot the top contributing elements to the spectrum. The top elements are shown in unique colors and the rest of the elements are shown in silver. Please note this works only for elements and not for ions." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(packet_wvl_range=[2000, 8000] * u.AA, nelements = 3);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Choosing what elements/ions to plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also pass a list of elements/ions of your choice in the `species_list` option and plot them. Valid options include elements (e.g. Si), ions (which must be specified in Roman numeral format, e.g. Si II), a range of ions (e.g. Si I-III), or any combination of these." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(packet_wvl_range=[2000, 8000] * u.AA, species_list = ['Si II', 'S I-V', 'Ca']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When using both the `nelements` and the `species_list` options, `species_list` takes precedence. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.visualization.tools.sdec_plot\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Both nelements and species_list were requested. Species_list takes priority; nelements is ignored (\u001b[1msdec_plot.py\u001b[0m:1139)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(nelements = 3, species_list = ['Si II', 'S I-V', 'Ca']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting flux instead of luminosity\n", "You can plot in units of flux on the Y-axis of the SDEC plot, by specifying the `distance` parameter. It should be a quantity with a unit of length like m, Mpc, etc. and must be a positive value. By default, `distance=None` plots luminosity on the Y-axis." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:55.824425Z", "start_time": "2021-02-12T14:06:54.347672Z" } }, "outputs": [ { "data": { "image/png": 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ftWvXsmrVKj777DPvfUaOHMnu3bvZsmWLd9sHH3zA2LFjG/0c8vPz+fzzz+nVq5d328cff8yjjz5KUVER7du3Z9KkSYARaA8fPpzbbruNgoIC7rrrLoYPH05BQQFPPvkkZ555prcH9bXXXjvo8RUVFdx22218++23lJWVsWTJEnr27Oltw/Lly2nbti35+fk89thjXHLJJRQWFnr3f/TRR8yYMYPc3FycTifPP/88AJmZmQwfPpyHHnqIwsJCnn/+eUaPHk1eXp733FmzZvHWW29RVlZGbGwsQ4cO5aqrriI3N5ePP/6Y//znP2zatKnRz+4k9wtgFUJMqNkghOgLpAC5UkqXEOLs6tdNooLOk9AffxztFiiKohw5o0aNIiIigrCwMH788Ufuvfdev8dFR0czevRogoKCCA0NZdKkSSxcuBCA7Oxsvv32W6ZNm0ZkZCQWi4XBgwd7z5VSctddd/H999/z66+/Elu31BtGMGq1Whk8eDDDhw/n008/xePxMHv2bJ5++mlCQ0NJTU3l7rvvZtasWQB8+umn3HHHHSQnJxMVFcWDDz7ovZ7VauXyyy/ngw8+AGDTpk3s2bOHESNGNPg53Hbbbd6ewMTERF588UXvvksuuYR+/fphNpu5+uqrWbduHQDffPMNHTp0YOzYsZjNZq688ko6d+7MvHnz/N6jseM1TWPjxo3Y7XYSExPp1q2b99y4uDjuuOMOLBYLl19+OZ06dfLp3b3uuuvo2LEjNpuNMWPGeNv4wQcfMGzYMIYNG4amaQwdOpQ+ffqwYMEC77njx4+nW7dumM1mvvvuO1JTU7nuuuswm8307t2b0aNH+wT1Sn1SSgn8ExhanTJpEzAZWAD0EUKswuj13NrUa6ra6yehu+462i1QFOWEUmdos56goIPvj4k5+P7k5GY356uvvuK8887D4/Ewd+5cBg8ezObNm0lISPA5rrKykjvvvJPvvvuOoqIiAMrKyvB4PGRkZBAVFUVkZKTfexQXF/PWW28xe/ZswsPDffZFRkYSXGceU0pKCllZWeTn5+N0Okmpk0IkJSWFzMxMALKyskiu835TDkg1cu2113LllVfyxBNPMGvWLMaMGYPVam3wc5g6dSo33nij3311P4ugoCDKy8u9bTjwvnXbeKCDHR8cHMzs2bN5/vnnueGGGxg4cCAvvPACnTt3BqBVq1bUXX9S8zk11sb09HTmzJnjEwi7XC7OPvts7+u6n2N6ejrLly8nIiLCu83tdjepl/hkJ6XMAsb42TWgJddTPZ0nISmPdgsURVGOPJPJxCWXXILJZGLx4sX19r/wwgts27aN5cuXU1payu+//w4YvZjJyckUFhZSXFzs99qRkZHMnz+f6667jj8OGD4qKiqiok5C5L1795KUlERMTAwWi4X09HSffa1atQIgMTHRZ6X93r17fa7bv39/AgICWLRoER999NERCZqSkpJ82ndgGw9cpNzY8RdccAE//vgj2dnZdO7cmQkTvCO1ZGZmIuv8H1LN59SY5ORkxo4dS3FxsfdRUVHBAw884D2mbjuTk5MZPHiwz/Hl5eW88cYbjd5LObxU0KkoiqKckKSUzJ07l6KiIrp06VJvf1lZGTabjYiICAoLC3nssce8+xITE/nHP/7Bf/7zH4qKinC5XN6gtMaQIUP48MMP+ec//8ny5ct99j366KM4nU4WLVrE/PnzueyyyzCZTIwZM4ZJkyZRVlZGeno6L774Itdccw0AY8aMYerUqezbt4+ioiKeeeaZem0eN24cEydOxGw2M2jQoMPxMfkYNmwY27dv56OPPsLtdjN79mw2b97sHcaPj49n165dTTo+JyeHr7/+moqKCqxWKyEhIZhMJu+5ubm5TJ06FZfLxZw5c9iyZQvDhg1rtI3XXHMN8+bN4/vvv8fj8eBwOPjtt998FnLVNWLECLZv386sWbNwuVy4XC5WrlzpMz9W+XscF0GnEMIkhFgrhJh/tNuiKIqiHNsuuugiQkJCCAsLY9KkSbz33ns+cwlr3HHHHdjtdmJiYujfvz8XXnihz/5Zs2ZhsVjo3LkzcXFxvPzyy/WuMXToUGbMmMHIkSNZvdpIaZiQkEBkZCRJSUlcffXVTJs2zTuk/OqrrxIcHEzbtm0ZNGgQV111Fddffz0AEyZM4IILLqBHjx707t2bSy65pN79xo4dy8aNG4/Y0HB0dDTz58/nhRdeIDo6milTpjB//nxiYmIAuP322/nss8+IjIzktttuO+jxuq7zwgsvkJSURFRUFAsXLuT1mgVmwOmnn85ff/1FTEwMkyZN4rPPPiM6OrrRNiYnJzN37lyeeuopYmNjSU5O5rnnnmswNVJoaCg//PADn3zyCUlJSSQkJHD//fdTVVV1eD40pcmEPA7GWoUQdwF9gDApZcOzpoE+ffrIVatW/T0NO04dmML1OPgTUBTlGLFlyxa/vYbK38NutxMXF8eaNWvo0KHD0W5Oi82cOZO3337b77SHo62hv3EhxGopZZ+j0CSvJCHk4UpAMxn+9vdzzPd0CiFaA8MBVQJBURRFOam98cYb9O3b97gOOJWT1/Gwev1l4D4gtKEDqks33QTQpk2bv6dViqIoivI3Sk1NRUrJV199dbSboigtckz3dAohRmAkIPVX+9NLSvlWTRmnA3OlKc2zfz/cfPPRboWiKIpyoD179pCenu6T5P14NX78+GNyaF05so7poBMYCIwUQuwBPgHOEUJ8cHSbdGI77zx4801Yv8F5tJuiKIqiKMoJ5JgOOqWUD0opW0spU4ErgF+klNcc5Wad0Gqqgl14/vEw80JRFEVRlOPFMR10KkeWKdoNgMtVf99Z5/rZqCiKoiiK0kLHTdAppfytsXRJSvNII+bkoYfr50zavs1Ub5uiKIqiKEpLHTdBp3L46SXGEPqUZ0W9fX0H+E+yqyiKoiiK0hIq6DyJhY4panCfrjLGK4qi0K1bN3777bej3YwWCQkJ8SlZqShHmwo6T1Knj6+k9ew9De5/5zXr39cYRVGOawkJCQghjtgjISGhyW1JTU0lPj6eiooK77a3336bIUOGtOi9bdq0qcnnpqam8tNPP7XoPodqyJAhvP22bw2V8vJy2rZte1Taoyj+qKDzJBQdDYGxnoMec0pv99/UGkVRjnc5OTnH1PXdbjevvPLKEWrNkSGlbLB2uKKcKFTQeRIqKIDFr4Qc9BiTypikKMpx6t577+X555+nuLjY7/4lS5bQt29fwsPD6du3L0uWLGnwWnV7LydPnsyYMWMYN24coaGhdOvWjVWrVgEwduxY9u7dy0UXXURISAhTpkwBYNmyZZxxxhlERETQo0cPn6H6IUOGMGnSJAYOHEhQUBC7du1ixowZdOnShdDQUNq2bcubb77p0565c+fSs2dPwsLCaNeuHd999x2TJk1i0aJFTJw4kZCQECZOnAiAEIIdO3YAUFJSwrhx44iNjSUlJYUnnnjCG+TOnDmTQYMGcc899xAZGUlaWhrffvtt8z94RWmECjpPUh5n/cVDdYVEqDmdiqIcn/r06cOQIUN4/vnn6+0rLCxk+PDh3HbbbRQUFHDXXXcxfPhwCgoKmnTtr7/+miuuuILi4mJGjhzpDfBmzZpFmzZtmDdvHuXl5dx3331kZmYyfPhwHnroIQoLC3n++ecZPXo0eXl53uvNmjWLt956i7KyMlJSUoiLi2P+/PmUlpYyY8YM7rzzTtasWQPAihUrGDduHM899xzFxcX8/vvvpKam8uSTT3LmmWfy2muvUV5ezmuvvVav3bfeeislJSXs2rWLhQsX8v777zNjxgzv/uXLl9OpUyfy8/O57777uOGGG5Bqbr9ymKmg8ySV2OvgFYd6n1H1N7VEURTl8Pvvf//Lq6++6hPgAXzzzTd06NCBsWPHYjabufLKK+ncuTPz5s1r0nUHDRrEsGHDMJlMjB07lvXr1zd47AcffMCwYcMYNmwYmqYxdOhQ+vTpw4IFC7zHjB8/nm7dumE2m7FYLAwfPpx27dohhGDw4MGcf/75LFq0CIB33nmH66+/nqFDh6JpGq1ataJz586Nttnj8TB79myefvppQkNDSU1N5e6772bWrFneY1JSUpgwYQImk4lrr72W7OzsIz5tQjn5qKDzJJW32XLQ/VMnH3z4XVEU5VjWvXt3RowYwTPPPOOzPSsri5SUFJ9tKSkpZGZmNum6dRc1BQUF4XA4cLv9z4FPT09nzpw5REREeB+LFy8mOzvbe0xycrLPOd9++y39+/cnKiqKiIgIFixYQH5+PgAZGRm0a9euSe2sKz8/H6fT6fO+D3zPB74vMBYiKcrhpILOk1AiWfynairPX/EA/4l9laBoD0gJP/+MxsEXGCmKohwvHnvsMaZPn+4TXCUlJZGenu5z3N69e2nVqtUh308I32lLycnJjB07luLiYu+joqKCBx54wO85VVVVjB49mnvuuYecnByKi4sZNmyYd5g7OTmZnTt3NunedcXExGCxWHze9+F6z4rSHCroPJlUVMAdd7CbNF7hDk5dvpGoJ/K4d38W/PUXnHceO2nHDbytgk9FUY577du35/LLL2fq1KnebcOGDWP79u189NFHuN1uZs+ezebNmxkx4tAL3sXHx/vkxbzmmmuYN28e33//PR6PB4fDwW+//ca+ffv8nu90OqmqqiI2Nhaz2cy3337LDz/84N1/ww03MGPGDH7++Wd0XSczM5OtW7f6vXddJpOJMWPGMGnSJMrKykhPT+fFF1/kmmuuOeT3rCjNoYLOk4WUMGIETJ3Ke1xLR7Zx/u75fDT4CjJXBkBKCsyeTRZJvM0EVtEHNm062q1WFOU4EB8ff8xe/5FHHvHJ2RkdHc38+fN54YUXiI6OZsqUKcyfP5+YmJhDbueDDz7IE088QUREBM8//zzJycnMnTuXp556itjYWJKTk3nuuecaTI0UGhrK1KlTGTNmDJGRkXz00UeMHDnSu79fv37exUXh4eEMHjzY23t5++2389lnnxEZGcltt91W79qvvvoqwcHBtG3blkGDBnHVVVdx/fXXH/J7VpTmECfa6rQ+ffrImhQWygE2boS8PMQ5ZwPQRa6laFo0rdZFsmpaKFKCpkku5TNeYyLx8QJ27wab7Sg3XFGUY8WWLVvo0qXL0W6GohwxDf2NCyFWSyn7HIUmeSUJIf91mK41Gf7296N6Ok90ubnw0ktGT2f37nD22fUOqfneYXz5FnzGZZzKn/DRR7UB5wn25URRFEVRlL+XCjpPZLoOV1wB//d/xpxNf+rMPa87Dz2XeDjnHOPFa6/BVVdBAys0FUVRFEVRGqOCzhPZK6/Ar78aQWPHjj67Ot1eBIApxo0typhfdODix7ffrp53VFkJn3wCY8eCRy0wUhRFURSl+VSxwxPV7t3w4IMwciT4mSxesjWASMC1N8BYSARUV0vzeustuPFG4L77jA333w8BATBjBmjq+4qiKIqi/J2SYuHR0YfnWpOnHZ7rNIcKOk8wTqcRF3LvvWAyweuv1+/CBPJ+txEJ5N7Vunabb+EOXHVH0++7z7j4ww9DVJQxT1RRFEVRFKWJVHfVCeSXX8BqrX5x++3wv/9BA8l/PXbjVx/zaDaB0caQ+caNxr6gnsbr4AOLEj30ENx1l5FeSVEURVEUpRlUT+cJ5Nxza597zjgTz+lnEtDIOdauDsLPqQRCvQGrrJ62Oem/LsDqe8ILL9Q+dzggMPAQW60oiqIoyslA9XSeYM7gD7jtNmLMRVit4K/gRFIS9F9tlFKztK0i6Rw7AF27Gvtl9VcRa7D/BMYA/P47tG0Lf/55OJuvKIqiKMoJSgWdJ5DXX4eHeRxmz6aquofyww+NqZh1VVVB4R9BANj62Ol8cykANUU/9HLj57n9bDzzTAM3a9/e+HnJJVBcfBjfhaIoypExc+ZMBg0adLSboTTT+PHjeeihh452M5TDQA2vn0Be+c9WtvI93PYE9oeCvNsn3lrAW29Ge18XFIB7ThhJt+6n4tcQli2IhuegTRuIT5QUR9Umgp80SfLAA/UXIpGUBHPmwJAhMG4cfPWVWtGuKCep559/3qfU5OEWHBzMPffc06RjU1NTycnJwWQyebeNHz+e11577bC0Zc+ePaSlpeFyuTCb/57/C128eDH33XcfmzZtwmQy0aVLF15++WX69u3b4mvOnDmTt99+m8WLF3u3jR8/ntatW/PEE08cjmZ7LVmyhIceeoiVK1eiaRpnnXUWzz77LF1rhteUk4aKEk4g/+F1qgiACRN8tk9/K7resSH9KgHwFJso+csCwJo1kJMtEFG1uTgP/De1oKDOi4ED4cUXYd48ePrpw/MmFEU57hzJgLMl1583bx7l5eXex+EKOJvKfRgLaZSWljJixAhuvfVWCgsLyczM5NFHH8VqtTZ+8t/M3/teunQp559/PhdffDFZWVns3r2bHj16MHDgQHbt2nUUWqkcTSroPE5JeUBlyvJyruU95nAZxMUd9NwOHSBuQiEAQqu9zs6dYLZIPKbaPwuns7aXc/t2iIk54GITJxrVinbvVqUyFUU5rmzdupWhQ4cSFRVFp06d+PTTT7377HY7d999NykpKYSHhzNo0CDsdjtnnXUWABEREYSEhLB06VJmzpzJwIEDufPOO4mKimLy5MmUlJQwbtw4YmNjSUlJ4YknnkA3ag17h/nvueceIiMjSUtL49tvv/Xbxu3btwNw5ZVXYjKZsNlsnH/++Zx66qneY6ZPn06XLl0IDQ2la9eurFmzBoBnnnmGdu3aebd/+eWXgFFb/Oabb2bp0qWEhIQQERHBW2+9xYcffsiUKVMICQnhoosuAiArK4vRo0cTGxtLWloaU6dO9d538uTJXHrppVxzzTWEhYUxc+bMeu2/7777GDduHLfffjuhoaFERUXxxBNP0L9/fyZPngzAb7/9RuvWrXnhhReIi4sjMTGRGTNm+P08unfvzrx587yvXS4XMTExrFu3rsHfs3LsUEHncWrBAoiPrxPkVVTwOaN5lVvZs2ePz7Hh4cU+r3ftAimMc4VNxxxm9Gw+8gi4XQKXNOFPzUL1oqI6G4WAmTNh+nS/+UAVRVGORRUVFQwdOpSrrrqK3NxcPv74Y/7zn/+wadMmAO655x5Wr17NkiVLKCwsZMqUKWiaxu+//w5AcXEx5eXlDBgwAIDly5fTtm1bcnNzmTRpErfeeislJSXs2rWLhQsX8v777/sEUsuXL6dTp07k5+dz3333ccMNNyD9fHHv2LEjJpOJa6+9lm+//ZYin3+AYc6cOUyePJn333+f0tJSvv76a6KjjdGtdu3asWjRIkpKSnj00Ue55ppryM7OpkuXLkybNo0BAwZQXl5OcXExN910E1dffTX33Xcf5eXlzJs3D13Xueiii+jRoweZmZn8/PPPvPzyy3z//ffe+8+dO5dLL72U4uJirr76ap+2VVZWsmTJEi677LJ672vMmDH8+OOP3tf79++npKSEzMxM3nnnHW655ZZ67xVg3LhxfPDBB97XCxYsIDExkZ49e/r/RSvHFBV0HqesVqjzRRfi47mBd1nB6Qwb7psoqaQkgsceq12J7vGAuzpPZ8j5ZfSftR8wpmcCDc7NzMgwfs6de8A/jBaLEXD++SfcfLMqlakoylE1atQoIiIivI/p06fXO2b+/PmkpqZy3XXXYTab6d27N6NHj+azzz5D13XeffddXnnlFVq1aoXJZOKMM8446JB2UlISt956K2azmYCAAGbPns3TTz9NaGgoqamp3H333cyaNct7fEpKChMmTPAGlNnZ2eTk5NS7blhYGIsXL0YIwYQJE4iNjWXkyJHeY99++23uu+8++vbtixCC9u3bk1KdS/myyy4jKSkJTdO4/PLL6dChAytWrGjy57hy5Ury8vJ45JFHCAgIoG3btkyYMIFPPvnEe8yAAQMYNWoUmqZhs9l8zi8sLETXdRITE+tdOzExkfz8fO9ri8XCI488gsViYdiwYYSEhLBt27Z6511zzTUsWLCA0lJjAeysWbMYO3Zsk9+TcnSpoPM4NXQo/Pxzdc/i/v3IlasAIxjcsjmp3vHf/+jbC6lFG3Nv7Kts/HhmMnBAD6YfNYs+TVoDqZRWr4Y334QpU5r2JhRFUY6Ar776iuLiYu9jwgHz3AHS09NZvny5T3D64Ycfsn//fvLz83E4HLRr167J90xOTvY+z8/Px+l0eoM/MILMzMxM7+uEhATv86AgY+FneXm532t36dKFmTNnsm/fPjZu3EhWVhZ33HEHABkZGQ228/3336dnz57e97dx40afQK8x6enpZGVl+XxGTz31lE9wXPd9HygyMhJN08jOzq63Lzs7m5g687Wio6N9FmYFBQX5/TySkpIYOHAgn3/+OcXFxXz77bf1eliVY5cKOk8Eb7+N6NeXVmQ2eMjSP2qDziFDQK/TWVlTnahNm6bdbty1/offGT8eLr/cKJW5fHnTLqYoinIUJCcnM3jwYJ/gtLy8nDfeeIOYmBgCAwPZuXNnvfNEA9OI6m6PiYnBYrGQnp7u3bZ3715aNVAhrjk6d+7M+PHj2VhdQi45OdlvO9PT05kwYQKvvfYaBQUFFBcX0717d+8Qvr/3ceC25ORk0tLSfD6jsrIyFixY0OA5dQUHBzNgwADmzJlTb9+nn37KuXUrmjTDtddeywcffMCcOXMYMGDAYflclb+HCjqPc7ffpsOsWeR3H0wmrRs/AfjtN3AXVQeOWm0FosbixLpB6Y4dfg4QAqZNg9at4coroXr4Q1EU5VgzYsQItm/fzqxZs3C5XLhcLlauXMmWLVvQNI3rr7+eu+66i6ysLDweD0uXLqWqqorY2Fg0TTvoymuTycSYMWOYNGkSZWVlpKen8+KLL3KNv2odjdi6dSsvvPAC+/btA4yezY8//pj+/fsDcOONN/L888+zevVqpJTs2LGD9PR0KioqEEIQGxsLwIwZM7yBKkB8fDz79u3DWSeRc3x8vM/76tevH2FhYTz77LPY7XY8Hg8bN25k5cqVTW7/M888w3vvvcfUqVMpKyujqKiIhx56iKVLl/Loo482+/MAY/rEmjVreOWVVxg3blyLrqEcHSroPM799uoG2L6dBzcefHihddsMn9fuIuNXbwr3ENHHARhFhvypXnDJ3r212x54oIGV6hERRkb69HTfkpmKopywgoODj6nrX3TRRYSEhHgf//znP+sdExoayg8//MAnn3xCUlISCQkJ3H///VRVVQFG7tFTTjmFvn37EhUVxf3334+u6wQFBTFp0iQGDhxIREQEy5Yt89uGV199leDgYNq2bcugQYO46qqruP7665v93kNDQ1m+fDmnn346wcHB9O/fn+7du/NC9b+vl112GZMmTeKqq64iNDSUUaNGUVhYSNeuXbn77rsZMGAA8fHxbNiwgYEDB3qve84559CtWzcSEhK8w9w33HADmzdvJiIiglGjRmEymZg3bx7r1q0jLS2NmJgYbrzxRkpKSprc/kGDBvH999/zxRdfkJiYSEpKCmvXrmXx4sV06NCh2Z8HgM1mY/To0ezevZtLLrmkRddQjg7hb7Xc8axPnz5y1apVR7sZR1zNiMajTGay9jgX98vm62UNp0rq1GMLW9d1QdfBZIJT9HW4q1ewd/AEMNfUjeHDjVXxXATUZqTgkUd0HntM81mcfvttOi+/cpDvLD/9BGedBQGNVX9XFOV4smXLFrp06XK0m6Gc5P773/+yfft2n5Xsh0tDf+NCiNVSyj6H/YbN0CdOyFWjD8+1xDT+9vejejqPc//gOxg0iFV7D56b01FprCr0JnevDiBd+yysuCUcXdeJiTHydAJQ53I7d9b/YvLK1Eb+dM47zwg4Cwt9u0gVRVEU5RAUFhbyzjvvcNNNNx3tpijNpILO49z/Lv03csYMsrIOflz6X6kAfPZZzRYjkNTLNIp/iqKwsJCgICNPJwCngynYGFe/YHj9KhO9exn7srLgyScbuKmuw9lnw2WXgcvVjHelKIqiKPVNnz6d5ORk/vGPf3gT9SvHDxV0HodGjap9vmbLaZCW1uRza1Jw1vZdSkT1UvbCQt9jPRXVuTzD6/d07tghyMqCVq3goYcOcrOHH4YVK4zM84qiKIpyCCZMmEBFRQXTpk072k1RWkAFncehuXONn9O5kdM3NS01kdVmB6DSKLlOTaZNmadh3x2MlJI6FeAAENFGsPnFZ/VTJJWWCerOn7fbG7jxpZfCjTfCs8/CL780qa2KohzbTrS1AIpSQ/1tH1kq6DxORVDEdcwghfTGDwY6dTcqO3TrZryu+c/KEuP0fwIgTzN+Vrn8/0c4us5k5q5dD/If6ssvQ6dOcM010IzExIqiHHssFgv2Br9lKsrxzW63Y7FYjnYzTlgq6DwOhYbCefyECZ3vuLBJ5xTkxiClpG9fCIuoDRA1vYHqQgBWY35nUHDjlS337BGMHatz//1+dgYHw8cfw2mnqRKZinKci4uLIzMzk8rKStUrpJwwpJRUVlaSmZlJXNzBF+YqLWdu/BDlWFNWBhfyHUVEsD2iaXnOMtNbA5KvvoLSYkFN/Qbn1kAAJJKzzoJSq866A76LpHWQVKeuO6gPPtD41790/H6X6dkT5s2rv11RlONKWFgYAFlZWbjUAkHlBGKxWIiPj/f+jSuHnwo6j0uSC/mOHxmKU7dW9zY0XIqsrrodm0KXmK3VPY9CMHw4/LwbDqymeUpf6Z1HesawLSxZ0HCOvtmfOnjlFRNWq9X/AVlZMGGCUZ+9ZqxfUZTjSlhYmPo/ZkVRmk0Nrx+HwihlFX34ilGUlTbvH35vnk5A6DqWbKOnwhoYyP33w49v1Q9e9+y0UF1Jjb7jdh/0+sVFQRTUvcmBNA1WroSrrgKHo1ltVxRFURTl+KWCzuNQKeGMYi4fcxUAuqdp86rcbjd9+oCorkSkeSSxgcbCnsxMo3tT6vWDzr27BDXlebXOB5kDWu2hh4IpKmygTQkJMHMm/PknPPBAk9qtKIqiKMrxTwWdx6EwfOvefv9D087Lzc3lnHNghV4BGIuIYsPzMQW62bW74R7Mmf8T3vU/u0REo/eZMSOcqOiDDPcPGwa33QavvFJdd1NRFEVRlBOdCjqPN1VVZJHEQzzu3eR0Nd77CEYqiE2b4PN3jbybFocLW4Wd4Jhy7yrUxM71eyhLimoDyJzgoCY3deJEqChvoG3PPgunngqPPQZqBayiKIqinPBU0Hm8WbmSYCrZSHfvptXrcpt8+o4d8PtXxvqxALuLYFclo6Z8QVZWFlLCgGv9n7dpk/Gzwmamyw8bm3Sv//0P5sxpIEVSYCB89RX88AOIpi2CUhRFURTl7yOE+KcQQgohOh+O66mg83jz66/oCBYy2Lvpizm2Rk9r1ToDgFmzYMk8I/GtpcqNye5h3Ye9iYmN5eOPoSQXTKJ+rfVOnYyfHk3A0NqE8tEx+w9631nvufjzzwZ2pqVBeDhUVcHChY2+B0VRFEVR/lZXAouBKw7cIYSoX66wESroPM64f/qV9fSgiCjvti2bo/weO+Hfb3qfh4UZ80A//7x2f0ClE4vDzYYFpyKlZOZMKM0HTeiYhW/+vfh446eIdAOCQYNXAlCQnwBASttdftvwy8IgevRo5E1NmgRDh8LatY0cqCiKoijK30EIEQIMBG6gOugUQgwRQvwqhPgI2NDca6qg83jicMDSpfzK2Y0e2q7jXyQm5nhfC8BsNlM3tZ6t3IHF5UIiQBg5PD0SBBKL5ht0ZmUZPz3Vq9sXL+zrsz99V9uWvScwVrHHxcGYMVBa2vLrKIqiKIrSVDFCiFV1HjcdsH8U8J2UcjtQKIToXb29HzBJStm1uTdUQefxRNdZc91rfMjVDR4SHFoOQN9+K0CXREQU0aHjdnr0Wkd4eLhPTGdxuDC5PSAFCYmtjKDTY6RUCjQZOTSj+haQ3HMP+/YZ54jAhstY3v/4Uy17XzEx8MknsHu3kTheLSxSFEVRlCMtX0rZp87jrQP2Xwl8Uv38k+rXACuklAdP2t0AFXQeT4KC2HPuDazhtAYPqSgLASC5dQZCQufO2+jabRNt2+2sVyfZUuXGpOuMfXI2UVGRvPoqBCeAho5JM4LLUGsZUgoSEiAkQgdh/Ml0vXEP50/51HutK8fPQnM0HCzu29dIubxBg+DJJ+HTT2HatIMfqyiKoijKESOEiAbOAd4WQuwB7gUuxxg4rWjpdVXQeTxZsIBER+NfLoKCKzBpOkLAhRd+j8Xi4vM5l7Jt2zaf4zRdR+iSqooAPLpk1y6Q1MzpNBYTxSTmkdQ1i1GjYNbOMu+5idP3EXB+BeYgJ6Ou/YT2HbZjMTXcCzrzrSbk47z3Xrj9dhgypPFjFUVRFEU5Ui4F3pdSpkgpU6WUycBuYNChXFQFnccLlwsuvZSI914+6GGhoaU47IFoojY/ppAgpcDtPmBVugRNl3z27EjcLslFF8G+5cZ8TqupCoDo6AIiEgsJDYV/Rod7T80iCJfJxtBbvqN9h+0I3eStdHTPXU9x1dgPfG716y8xjb9HTYOXX4YuXYwhdqez0VMURVEURTnsrgS+PGDb51BdCrGFzIdysvI3WrcO7Hb+DDv4l4yyMmOlkNtlJsBS3fMojP8RQnDNNZATW8G+OufoHhNuj1GhMritxO2ye4PO/B2x7N8Xz4HxKgiEZuLb50YS8+880hL24fFoaJqH4KgqWpszfY7+5Y+BTX+vUsL110NlpTHXU+XxVBRFUZS/jZRyiJ9tU4Gph3Jd1dN5DNJ1KCg4YOMffwCw1tZw8BbdK5e7H3weAE2rnV8ZElJOQsJ+LBYLH3wAqz4LNI4RGjXh3PJlgTz1FLgtEGyuqA46JRaTE9HQwp7qFF3FBVFUd3Ki6yZwC4KCHIy7dkaz3nftdYXR2/npp/D66y27hqIoiqIoxxQVdB6Dli6F0aMPCPT++ANSUykMTGrwPAkEB1by0CP/xRrg8G5PaZPBkCG/k5KSAkBRhhEs6nrtHMzQOBfXXQcVbhdB5koCTVVo6ASaqkBvIOjUNUaPn0OXHhsR4B1eF9WhbKvkff7Pq6OgAB5/3M+Oe+6BESPgjju8AbeiKIqiKMcvFXQegxwOKC6GffuMLEJICUuWwMCBdOnS8HlFf8YgpMSkSZ8h6X37WrFkyeB6x4vqYDI6sRC3RefUU8FZKggyVxKgOdGEjsdloiArhs2b4dZfcn3OFVWSjp3/wmw25o+aTJJHH3nEe0yAxc2VYz886HvdtQvefNNPUKtpRvmk1FS49NLaRKGKoiiKohyXVNB5DFq6FNavF5x2mqRtW4wAcs0aePzxg1aLTBqaUfuiTtBZXh5Cxt5WB27GVmr0hv7zP/OIT3FSUmL0lgaaqgg0OTAJD6HBpQQEOnnpJdj8U2Dt5aUkoNKN0CVa3ZhRq/MnJTUio4u8LzdtqJ82qaICMjMbmLMZEQFffglmM+zc2fAbVxRFURTlmKcWEh2DzNW/FU2DgAAJCG8dym++afi8Xg+ugF+N53XDOCEkHo8RGfbuDeXRRrBprTBWhzvLAnA4wO0GKcCiObFobjShs3ZFb0oLIpg+HSCMLk9Wt9HhIqjUgeb2+Hx1EXXuLIC6ZdyzM8rpdkqkT5t3N5YBqnt32LEDrNZGDlQURVEU5VimejqPQT/9ZPzcvAlKy4C33vK7oKbTBZt9Xps1HX99hkLoSCmQUrJ6NTjtAnSJyWFEhN9/dC7puwPo168m6HQRYDKG17t12+S3jWa3B1upA80jQfd7CACxMQU88KARqe7cVr+2ert2xk9Pwyk+jYBTSnjuOZjRwsVJiqIoiqIcVSroPAb9/LPxc/x18MILwGuvwVdf+RzT6pFdpHRN99lmdhvR34GBZ/v2O7jiqo+9r3cvMnoNza7qSE/qLF+9li+/BBEosGhuLJoTs+amTeu9xKbmMnp0BcNfq11Sr3kkttJKNAGaPHhKI0eVDYCXXj+l3r7o6Oq2N9bnruvwww9w882wbFkjByuKoiiKcqw5poNOIUSyEOJXIcQWIcQmIcTtR7tNR8qPP9ZPk/T114Jn/68UuXGjUSayjrLlEQRqdp9tZqf/7sLy8lB27mjns03TdaPuOqAJD24puPFGkE4wCQ8BmguL5iIsrIz2vbbz4ouFnPbvSu/5JpcHq716jmZDq9urhYQalYzapeXU27dr10FPrWUyGTk7W7eGiy+G9PTGz1EURVEU5ZhxTAedgBu4W0rZBegP3CKE6HqU23REnH8+PPGkrFeEpx8rjDyZAwb4bG/z+g5S2+/Baq1NjWR21svgDkBeXgxLl9aeHxzvQegSU3VP52l9VhMcV8Ynn4DUway5sWgubCY7kZHF9B6ymuXLg8jZUTuObiuxe++nNZK73VSdSmnBj93r7QsNrX2+yf9Ifq3oaJg/H6qq4KKLoKyskRMURVEURTlWHNNBp5QyW0q5pvp5GbAFaHV0W3VkhIZCr14wdKjv9tNZjhQC+vXz2R4Y4cDkkfTovd67zVZe5ffamia9czoBKnJMxqpzjNennLKR4GgHbjdUuV2YNRdWk4OowEJycmL57p0RfPxxKPtWBxkX1CVWu5MAe/3V6P4IvzNNDVu31j5fs8p/0OyjSxeYMwe2bYNff23S/RVFURRFOfqO6aCzLiFEKtALWO5n301CiFVCiFV5eXl/e9sOhzffhIEDfYMwgCgKkaecAuHhPttNbh2TW6eooHY1eIDdf61yISRSr/1Vd7+hzOg9rR4V/2z2aLK2JBqlLgUEmhwEaC4iA4pxOq3s/LMdHg+I6nycgRVV2EocaPpBVhD5ERxUv2fylVdqn0cEVzTtQkOHGuPyI0c26/6KoiiKohw9x0XQKYQIwSg0f4eUsvTA/VLKt6SUfaSUfWJjY//+Bh4Gb7xhpKLMzfXdfjcv4vKzcEbzSDSPTkJStnebucp/T2FsbC5DzvkFKSWjRkGnq8rRPNKbHN7jNuNxmygsBGky8nSahIdQSxlFRRGAkU4JTYKU2Irtxsr1ZpREj47LQzPVn/t55pm1z598OqDpF2xV3eG9YAG8807Tz1MURVEU5ag45oNOIYQFI+D8UEr5xdFuz5GyaFHtqvV6tPq/JkuVG82jc8opG2sP8/jveQwMrCImIR8wAlsJaC6Pt6a6pumEhkSyYAFIYcJqqsKkeQi2VBAeXgLA7bfbCe9ZjMnpITS/gsAK/0P5DfG4THTpusFnm65Tnf/TUF7atOF6LymNdFI33VRvdb+iKIqiKMeWYzroFEII4B1gi5TyxaPdniPtwNhyFF+ykLMgO7vesWanB5PLQ5C1dkW51sAq8uzsRD6edRUAGzbAHw9GImRtT2d8fC4V9kLGj5d4dBNm4UZDx2ayY7MZK+SvuSYUt8tFQKWTkJwKLFXNCxCLi6JYsXygd14p1C8y9NZtnzTrmggBH34IffvClVfC4sXNO19RFEVRlL/NMR10AgOBscA5Qoh11Y9hR7tRR0piou/rM1lEX1aS46kddq4pY2lyedB0SVBQbdok0UDQKYREl1ptwCeMALVmeHzo0J+Ia5uDyQRSCjShowkPAaYqqqqM0pd5eRrfjWpPYIWT8KzSBlfKN6RNGyPFUXp6bRtDQmr3D+ffPD7j9GZdE4DgYGNFe0qKsaJ948bGz1EURVEU5W93TAedUsrFUkohpTxVStmz+rHgaLfrSJg8GQad6bvtdJazht58Ma826KyJG81ON0hJRUUwAInn7GtwYY8QOrJOCs/Qti6ER/cGsMuWnc7+nQmYzUbQCRJN6ARoLnS9duJm2ztysThcBNsrG8wJ2pDkZKMu/I031gade/bU7l/PWL5b26NZ1/SKiYHvvgObzcjlqSiKoijKMeeYDjpPJnv3+r4246I3a1jO6ezP2VbveJPbg5DgdpsAkAEN93QGBVXSrt02cnNzMZsh+aIKTHWCxr17k7EXBfHqNEAKhJAIjHydrVpl1t6zqx1rWRUhpZWYHc0bXh8yZCEAXdqVe7dZLMbPC1K/JogCf6c1XWoqrF4Njz9+aNdRFEVRFOWIUEHnMeLdd2HxotrXp7ABGw6WczrWgJ/qHW9y6wgpiYgwFvoULIttMOiMiChl4KCFrFmzhosvBlOiC7OjdnhcCAkeOOc847WGBCEJ0Jxomg7Vyd2dCcUElTgwu9xYK/2nZ2qIxWLc788/a9vorm7CppzOZNLP32mAseDo3XfBbq+/z+2u7f0lMdGYf7B9O4wYAYWFzWqjoiiKoihHjgo6jyFvvF77XEPnG4axjP6sXdurXqWimhKWNUPk1jhHg6vXCwsjmPf1aCorK/n8c9j6WgRanQU9mqZTnhdKn1NBIBFCxyR0LJrLu7jJbHbhCRcEFdgRuiTA07zhdYDktHTOP6u257Sm7vow012cy4MAbN8uueii2vcFRun5G26AsdfUD6otFmMBlu6ps2/vXqOu6AUXQElJs9upKIqiKMrhp4LOY8jWrbWR1mr6MIJv2EsK8+aNZF+mEVQ99BB0G5WHye0bYCaN3Nfg6nWPx0xeXgJRUVEAuCqEd/5ncXExF100n9RTdmMyGb2empBo6AhhHHPJLbM5/4LvEIGC4IKKZuXnrCtjdwoPTenmfd2hA2QsW05S+TfkcgoAnToJ5s/3Pa9NG+Pn5180fGN33Tmm550Hn38O69bBsGFQXt7geYqiKIqi/D1U0HmMCsG3es++6g7C99+H7T+Fe3s6a+T8nHiQ1es6Ugratm0LQPwlZd4A9eWXXyY3N5bSvHBM5urjMRYZ1ZTJLMqN4dwLd6MFSALtzcvPeTCvvAIdBvcB4FQ+qLe/Zl1Ufn7j13ry6QM2jBhhLCpavtxY1V5Z6fc8RVEURVH+HiroPAaFU0wxEfyb2vH2mnBy715wlQcgdOlT0dxV2nA1H5fLQlFhNJs2bQLAo0mfAHX16tPI2xPLeReAJnTvdWuGuH/99DzuvvU2dIfAIpuXKqmuAFsVV136MTk5xus//gBHlbEQqpVpfb3jTSZ443WdCRMav3aQ1U8wPHq0EaV7PLURrKIoiqIoR4UKOo9BfVmJCZ3tdPRuC6qT0zLx3Ix6vZrSIxqc02mzOYzzqhOBBp9RgagThGmaxBZSyb2Pgs1k95lP6UOAcLQ8eAuwVrFyYw8SEozX3brB9WcbZZisYaF+z/nPLbV/oqlxDS8MeuChYP9x5VVXwW+/GUlBy8qgqKilzVcURVEU5RCooPMYcGDBodNZDsBK+nq3bdpYG2TaWlXWCzDNYW78xYpr1641VqADQgj+9S8g1eETtBYVRbDvr9Y8cAfYzH6WiFfThCRAb2apyjoGDf6Dv7Z29b5+9FG4rIcxgdMaGsyk1IPn/d+TG0Wd9U9s3uy7393Q3E1NM5a4X3YZnHMO5OW1qP2KoiiKorScCjqPAbm5vq9PZzlb6Ewp4d5tkx+uDSkjuxdgdvnO6UyccECiz2orV670Jnhfv34906aBtOmIOqu9d+1qR/qmtmzdCCbhf1V6RJQD4XF567W3RGxkbbDndkOnTrBwVRyaxUJIQjQfFz7X4Ln39DOmGtx+e22wvWKF7zEBjv0N31wIuPNO2LoVhgzxW1pUURRFUZQjRwWdx4CwsLqvJKeznOX4loRs16FO+cjOZViqfOdWSk/9fs5nn30WIQR2exAAbrebwYPB7QKtTp5Om81YZKNVr173Z9jln2IyaYhDmBrptNfOOy0vcbJ9O/y06TRMAQGEp8XgFEZ1pS//M4JxN3/kPbZnWhbP9L0HgCFt19Z5f3DV8B3e1yK+/cEbcMEF8O23kJ4OZ5wB2+on3VcURVEU5cgwH+0GKMZUwxomPDzKY2yjk88xwXUC04UjL6DL+7WLjO579BmWjejNgQvA7dXZ1MPDi73bFi+GU5AIV230eOWVH7PD0Y6SvwZT2UBP50dvjKP3438cUk9namq69/kXn1QAAfQUszBZzDgii/nP+fdRsSyX6I6RdAzbCtOMY58beB+a284vI8+msuRm4DSqqoxOy61b2/Nw6ac8HjamaY0YMgR+/RWGD4crroA1a2h4EquiKIqiHDsq2wSy9o20w3OxaVsOz3WaQfV0HgMiI2ufezAzjX/zK+f4HDPvc99fVd05nVazC1MDwaCUksDAquq0ScYibmnCJ+VSRkYyjopAnnmz4eF1ALPLg5D+uzozMzNxuQ4+37NmQRPADRONN53s/A5hNhPZIwxLfBHtkksJ723hnPG1cw7OC/kQgiNYVz6QH1YZSTtrFg1NfGADe0JrP0CfJPEN6dsXli6FDz5QAaeiKIqi/E2aHHQKIX5v4uOHI9ngE9Enn9Q+781q0th10ONNwS5MdeZ0Cl36vD6QEJIL/zEXKQXR0RIEmOosJPrll3NYMbc/C7+HAK1+ecu27XcCYK1wcuDoe00apunTp/Pkk096t0+ePPmg76GGtJegWSzk94jHkhhMXOc4TO1DyBS1Q+XSbMXdtjO2qADKK40/2ZoYO7dQYxXRPPzlbABcVU2slNSunbF8Xkq44w54442mnacoiqIoSos0Z3i9L3BzI8cI4JWWN+fkdN99tc9fYyIuLAzm93rH1ZTCDD215IDV69K7sCgjI4Pk5GSf84SATp03IYQkJx96SWMleg2Px/gz+PYLsHatn+9y1452AJg9nnrViJwH1udsLo8Lu8tJZnBr3AlFxEeWkh8bTTbR/N+0yTx182RkVCLFfaII3GymMtMIOrOyjNP7XbaRDXSk8AIjp1RgsJnsbLxpmRrlcsGOHUam+s2b4cUXjdqaiqIoiqIcVs0ZXl8ipXyvkcdMqM73ozRbAFX0Ym29RUQ1Zs40fprCPfVTJjmNhUFbtvjO0aiqMoLIV176P9xuE889LwHpt5Rl9j4jOXxD/A2tZ2Rk+ASejz32GI899hgA33zzTb3jo+IK6m3TNcEmRzdsoTYCTrWyztydv4hh0LDfefmZV3F0bU9JSimDL1rLc5fOAowAvENnF/ZTjTYtscXVtml3M6omBQTA3Llwzz1GkfcLL4SC+m1UFEVRFOXQNDnolFKe28Tjzm95c05ONdMKe7CeQKr8Bp1hccVUrwuieHG0T8okIfEOry9ZsoTKOiUfCwoKmDJlCkJIpAzlwXs1PPhOZezZ01gRnpt98PmNB9Z237p1K2vWrOGpp57ybpNSIqvHvleuXOkNQGtcNvELps6Z4vv+bVa0PMiJaIXezsZm4lhBLAnJUQy//Ety+nuoiCqloHMpeXlGBaOPP4a/tlpYEWUkvHdg8l7v80+aWarTZILnnjOi+sWLjVyeniYO0yuKoiiK0iRqIdExoGZ+Yk1S+GX0r3dMaW6EN59n+DmF9eZwNlSNCKCyshIhJCtXnmfcTwASPNWBVWxsbf5M7YBJm7/88gv9TjfadeDKdU8TAjMpJXl1krEHdnSRen4+X91/Kf81G8PYpshg4tKLQNPIiE5jlR5JqQxglzwdAnWK22SjW5ys29WJ3s+8BMATTxjX22GuWdYvOPvRDQA8OzWMoUNbsMr+2mth4UJ4/HEjEFUURVEU5bBpcdAphBh3OBuiGEFnJklk0prIW3Pq7a/pnQwbXFQvyLQ4a/NuSj8r2Tt22sz+/b7b161bB8CiRWfW3gPf6xYXFxMfX510/YCezoULFx78DVX7448/vM91aSbLkoAeHojuNtoswq2EFpSTY4pniaUzDmkhbk8+64uteAKCQAjczhBcwl/FodreWWdq7daNGyQNFSg6qP79YeRI4/kbb8Btt0FVM3tOFUVRFEWpp9GgUwjR1c+jG/Cvv6F9J5X7eZZL+QyAhCn+KwwBBKbZfXodBWAtrw2MNmzYUG9u58iLv2Tw4F8ItFWfVyeAdDhs3uea0ElPT/c5N3Nfa2PfAemIcg8spdSAmuAWQNNhrSkNV6DVu00PtCJ0iUMEso0oNI9Ows48NukxOIItCKykl3SlymolyFrp5w4G0aN2bun+HI3QUCgrbXleUdLT4dVX4cwzYc+ell9HURRFUZQm9XQuA+4B7q3zuAdIOYLtOill0YplDKh+Vf9XU1pq/AzsXFmvMpDVXpsj87vvvmP27Nk++7/47Ao8ukaPfkYQJnTpXWQ0atSXAJwzyoNZc/v0lJZW39QU5kY7DPMcha6z1pxAiaU2t6YnLByBMWd0hwwhIqeUqMwiMq1J/FWRCDKAjbmJrDH3pH3KbvKyHP6v3cvJhhWX+Wx7841DaPMzz8AXX8D27dCrF3z5ZcuvpSiKoignuaYEnVuAe6WU19V9AOuPcNtOKr1Yw+28TChGkCctENnadxX1DTdUP7EKRPVcyZoeTbPTtyzmgfbuTSFrf1+WL6z+lbt1CqpXaRcXRwAw5iadAM3lk+R9z549jBjxDf02LMXkNoLR559/nunTp7fofWoeSbkWQFlkVO22aKOnVegStzARVGIntKCC2C2F7CqyUloiyShsjT0rkD+3d2P1EmPcvHWHEp9rF2MhoF0BT139pnfbvQ8cYtGtf/7TqFrUrh1ccomRVklRFEVRlGZrStA5FCg+cKOUcvhhb81JbBRf8QJ3o1f/SoSAix78yueYmvU45kg3Qpfouu7t0Wws6BRCsm5tbee0qHR7g8u9e40qP2uXgkm4ycjI8DlX0yQyyILmMHoNy8vLyczMbNH79DgcSDQ8ViMYFCYTItSoyW52uRG6TsT+EgLLHbTalI3THsDavNMQ2ZJWa417LltuzOM87zaj7rrm8iA8Om5MVIW42GmKbVHbGtS2LSxZAt98A127GtsO+IwURVEURTm4RoNOKWWplNI7RimEiDvY8UrLnM5yNtKdCkLofF0pAkGotcLnmJo8nUKvv5L8YBWJACwWF3Fxxd7XwuHxplZKSXkbgOlPmTEJna1bt9a/gJSYnS0fqt63bx8AQSVG3iePxQg6AyPCCY03VrFbHG4sDjfheWVoEkLyy3EXmvkmfBhBWVWEYwTJwSajp9MZZ7QnJL+ciD2FBOVXUGAP5brJ9asLSWmsB7r/fnA4jJjxs8+a8QYCAmDYMOP5smVGz2fNxRRFURRFaVRLVq835/+qlSYQ6PRjhTc/Z85KK0JKAhy+tcyXLKk+Xq+/OMZSdfCezttvfwmTqfYYzaWzY4fRUxgQYPTe6R6BWXPhdDrZvn27z/kelxuzu+VB59y5cwEwu43JqOWWQACC46Owdg4CjMVQ1ooqwnPLAAitcCBLzTiKLdgcTjQNgoIqCAso4eyzIfhMY3g9elseMRlFtNqUxV/FMYSklJO9ZoRv+z0QGAhTpkDfvpI2beCyy+Cjj1rwZrp3N9IrTZkCPXoYaZYURVEURTmolgSdB88grjRbR7YTSbE36KwqNCF0vV7PYpkRi6HpEgE+w+CNDa+vXdsbt6t2DqRZr712Tk7tsLtFcyOEYPbs2T5J3026jsnp4b333mv2+wPQdSPYFNWBqx5k9HRqgRbKA8IBiN5bSGhhBUEltSvUnXYrSeuzvZ/F4+/dz6z5Sfz6KzhsHjS3h+id+UTvziduRx7btE7oWjL2qEquHftV9b3BXefj2bix9k/4ww9duHxj+8aFhMD06fDDD0YZzSFDjNRKiqIoiqI0qCVB5yHkoFH86cxWPGjepPDdHy5A6GCq07PYb8QSTjnFeK5Vb58/f753v7mR4fWFC4dgtwd5X5vqDM+73cZk0f5Xl6EJD6GhoXg8Hp/ylprbg+bSfaodNUfNSnlNVk8NiKhOmWS2sNuTBoDV5SZ+Ry5anb+wCmcw7f7ci7m6BOeGdaeyfpsRpOYH2rAV24naX0JkbilReaXstLUj09mOypgyOg5eBcDPP+kNBpYLFlh46y1Pk0fJMzONDk4Ahg6FDRuMEpptjHmxSFmb7V9RFEVRFC9VkegouuEGuP0OyVxGEUYpOee3AkCzSjRdx+SuzYu0Yv4Z/Pqr8fzA+ZxQG4g2RNN0QkPLSO5udPmZ6tRRDwkxymASVoFAomn1/yw0XWL2uL09ls1VXidTu+bWcZs9CE3DKcwUUps+KTLLd0W6Xq5hMeGtFT/zyZsorzTmgOZaAwmsqCKkqopAhwurw0lBQBRzs5JwWKK54LovaZe8j4qcPPx10I69xRjynzjRxGdzDt5TDEYsOXGiMZVz6PnVn3dwsFFC8557jNeffQZnnw1//tnUj0ZRFEVRTgpqeP0oevddmPqK8XFWEkzBDxEAlOywoLn1BgPJA3N0glF//WCEkDh1M50HG11+deuoDx1qrB5f9kYCmpDk5+fXO1+zS0zoREdHN/a2GmV2uMiXLsw2G1WaJKi4tpsxpNS3JzWwssqnTnxS19pV85XCgsXhwmKqHv4XUGYKIccez67MADRNsjOjNf8cF8+tt/q24awLF3HJhA+9rytcOxptd0EBfPWV8fynH02UV/qpVOR2w8aNRl7P//zHOElRFEVRlBYFnZc2tEMIYTmEtpyUArHzPedzHj96t1Vmm9A8eoOBpOanp1MAK1asaPA+l1zyBQEWO8Jcfa6zNnI1mWqvpwndp1cSjLKaosoYNhbi0L9zRGUVUxQRRFz3djgjTUTvK/Lus1Y4fY61lPm+PvWCjQA8eNNqQGDLNVb4m6r/ktss3UvQ9koqi4K957ROqA1kv1hyMz/tHcLL3/6LlFM38G3G2Yy/723+3HzwnmIpjRXvvfoWc/7oZQDs2ltW/8ArrzSSyd9yC7z1FnToALNmHfwDURRFUZSTQLODTillvaLgQojBQojpwP7D0qqTQE2lydNZzvn8SAC1wZW0SG9t9QcffIqUrrt9zj2w7nqNsjI/QVC18PASTHgw2+oHnXWZRP3gSwhhrJh3y3olMlsitKACPTCAsA7RmKMtBFcYPZ0ej6deQG3VfdtTkWMkkn9jTncAIvJ933Prrdm03bCPktIIAE4dsJZ9+4MYdIZxD2t4PlHJhTVvjPjWOZx32fe8/kI38nIb7i5euRJ694bRY7cw4TFjgVWPLjHM/VqyYcMBB0dFwdSpsG4d9OkDJpOx3en0XdGkKIqiKCeRFs/pFEL0FEJMEULsBX4BWgHXHLaWneCs1etozuJ3dAR/MNC7r9W/iqrnc0qsVheVJUE+5zYUdMqDLGB5//1xdOy0nX8+Xd2LWVU/uAzuXo7mb+we0NDRdFo8pxMgJ8f4vhJcXAF2sKXYsIUYH8QPP/yAqSY4q+PAjtUom/G9pl3PMswOF0F5vrlMgyscWD0eRBGUFYcSEWP0oi5eEsisb/9Lq/a70QirPUEKOvUyqjpV2ssoLKR+EAlER0NKahUdeq2gfTeNKT8YuU1HXSw49VQjhefrr8Ndd8H+mq9e3bsbK9yvvNJ4/fLLcOqpRjlNtdhIURRFOck0GnQKIfoIIb4UQjwhhOgkhJgkhNgErAEuBN4AioDxUspvj3B7Txg18dVZ/M56elBChHefu8J35XpeZrzPuQcGnYsWLQKol1uzLiEk+7OT+WtpdSWgOumYKisrOff2Hwk6s9JvTycYQadw6gcNbBuzdq2xYCmwvAqPw0yVLQJzcAhg1HhvyrU7Jf/FtNsm88y907A43QTn+k4FsFbnNs2riGVtei9ufvQ1777WafvwBHTEQ2sAqirjKC8JxlkVQGrHvSQmlxIdbcSFd9xRe02XC9q3h8uv3UOHQW+yl378cmpnn/t++60xov7SS5CYaHRyetVEzt26GcHmJZcY3aZz5hgJRBVFURTlJNCUns6PgUeAr4DNwB3APKCnlPJUKeXTQHMzHSqAGRcDWMrvnOWzvWK3xW8C+Bqa2zfoHDjQ6CX1HCSAqawM4tdfzmPlp9Z615g/fz5uhwW7PQCtgaDTJD0Iz6HN6czKygKM4fXArCqKtEiKkmMAcDgcTepFDfC46fKPXQSZyjG5dYIdvot5zNUZvcyFHvK2xeMRtb2nIYH5fF48iC3ZQQg9muUZXcjOTsIW5MDlEvzjgtpFUq+8UnvN6mxPTHmsE4JOzHZ0J8/i//fTe5ixcKhXLz87hw83ulHfew/sdhgzBm66qdH3rCiKoigngqYEnbkY9dfPA/KAaGAwcKYQIuYItu2EtmwZxJDPYgbxE+f57DMlVWFyebwLie584EW6nL6xdv8Bq9prUhwVFRXRELs9CLs9iB2LjZXqpjrpVl0uFyZ0HGVBmBsKOj0eTA79kILOvXv3AhBSVIHF7qHAFIIn0qhMtGPHDr/D6/XaoUkqLSbKI0KxChMBDSxdc1eZce2z4nIFcM8Db5L+w+Xo1r1s8kSzryycnaU92L23HYW50SA1Mncn88tPNp9rvD/L+C4VEgITb6vi8/U3ketqx+6iUDqt2F3vnpcuW489Ldv72m/PrdkM48bBpk0we3Zt0JmRAa+9VlsBQFEURVFOME0JOkcCHmC9lDIBI+BcDzwGZAkhvgWCAbVyvRlefx32k8iFfM98LgLA0s5Y7OIsMfkke3c5LWxZ3t37uqE6603pKcxYZQSddVNx6rqO1eTA7Tb7HV7PyMhAuCWaUx7SnE4wFjtZXB4CpMQaa6M8ItLvcdOmTau3LT09HSEEG9p1JKdzJB57wxndPU4zAWVuXMUBXDP5fzhPycZh1aBUkF8ew5Z9QXj2mqnICGP71g58tPoSAMIja4frrx1n/Em/9hpkZemknfoHe3LKSdiZR9vVe+nyv/Vc8s1shj5rZA2wF/9Fv/NW0Ocho17p1h1+JodW+/k3E1mDxsDpRhUqPv0Ubr0VWrc2Joburh/UKoqiKMrxrNGgU0pZIKV8pWa+ppRykZTyZiARuAwoBczAeiHElINcSqlj716w4hs0uXYG0n+gTugFxZidbm9C1KoKq89xJvehBX5Qm2IIjB45TeigC4SfPE35+flousQqq7yVhVrKVV0ayOLWEa0DKbL6z/u5f/9+1qxZ47NtYXWN85yAGDaGJRJgb3hWh9mlY0biKLehW92UxxRSbg8lafl+SkrC+Su3E8EFdgrKo9m+piuBVicvz/s33+0bwl0vPMevBQMAmDbNw623whef2dAIprjURust2ZjdHs6MWILrFA3T2CyGr/+CDll7SF2fQT+n0e6nX1tXr11ffAFxcZLzzoNWrWDChOodd98NS5caK5JefbV6EunlasGRoiiKcsJo8ep1KaVLSjlXSnk5EA/cA/Q8XA070W3d7CGTVjzMf322n3VOJbrmJsBRG1CJAyqPmhpYvd4UWnWeTlOdWpO6rqMhMbJ91g9yXC4XQpcIx6EHQO7qlEEWj8SSYMbsrP8n+M033wD4BLhTp04lM9NIDL9cpvKbTMJabuz3t4CqpoJRTnYsUhdIs06uPR5zsY4sMqHbzVgrnQTkeHDvslCRG8JZIxZiDarkmrtmEB5lVEb697+NIf/xt/+Gi86srOhLZHYxADEZRdgyq7BmuUjcko+wawggLqiAXmesZufWtvXaNXo05OXVTlF4+21jgft11wH9+8PHH8OePfDAA5CQULsIaeZMyKmXrUxRFEVRjhuHpQymlLJMSjlTSnn+4bjeyaA7G4mmkF34BiZTHg+hKl9gcfjvxUsYkd9gyqSmiOhm5AOt29Pp8Xi8PZwHBrhgBIrCITGLQ88xGRZmpCsyuT1kpcaCqP8nmJGRAcCqVau82woLC71BqLlMp0wEEJ5rzH/86KOPmDx5st/7aXkCl8OKRigr6UtguZPgLDuttmajCSPM1nRBVVl4vXPPuNDICvB78Rnc9vJ/KNej8Tgt3trwAQ4X1jwXsTuKiNudh62stue6R4/17NjQ/qCfRccXjCH0Cy6ADz+UlNRUAG3VCp58snY1065dRlTaurWx8n3BArXqXVEURTnuqNrrR8nQ6gpEvzGk/k4BZqcR4K1YsYLQkNp5hj1mbzroyvbGhJ9nXEursx5I13Vvfk5/64TcbrdRC55DD3QCA42FQxanh0xLGMKj8cEHHwDGkDrUrsIvaKCEpLk6YXyAvzKUBx6rCYQMBMLRHRpWexXBZXZs5b7nOkqt9c59ae5Ext83g5DwYgC27SrGVmr3OSZ+Vz6x6flYqtw+XxTiw3IJblvu01tbWV0YKalvJd30VZjuKuaST5YD4HIJIiIgNdXP77ZtW9i6Fe68ExYvNlbBt24NB6lApSiKoijHGhV0HiUX8D2b6Epmdc5IHwICHEbQWVhYSE5OnHdXmQXEoSRo/z643jaPx+NdQCSof+2IiAg0XSIOw/zCHTuMGueiwsEWSxxOafUuTqr5WTf10yuvvMITTzzhfe1wONCqF1JZKnx7g2t6SA9UVhqEQ09C2gVmXWJx1u+xtZebcdoDfLZZAlzc9uxz1a8EeaWxpGzY53NMgMNFgN2FAOrG6zZbFePHfsKOnVu82374AeLiPZz1wzb06lROWy4PIOGO2nry6ekCIYzgf8kfdT7vTp1gyhTYtw8+/xwGDYKOHY19H34IDz8MW2rvpSiKoiiHqiY3uxDiTyHEOiHE6YdyPRV0Hg2VlZzJIr7nAr+7pVNgrjICKl3XKSqqXeFdbA5G6PDdd9+16NatXzWCproBpJTSG3RatPoB2amnnorJ7fY33bPZaspoCqeLMlMglmKXN9gsLCz0+QlGGih3ndKRgYGB3tX7QSV21q9f7933ySef+L1nbl4EmyrScOcYq9H9JX1yVATirjI32G6BjSy9LdY6i5eklFgcLr/XA/jh83NYuakYgF9/hZdflpx9dTG7w41rtNmwj/CcUtoP38agF34GIOnU2sB54CDBGWfUXk9KICDAGGKfMwciIowdq1bBU09B165GZvtHHoHqRPyKoiiK0hJCiAHACKC3lPJUjNSZ/nt3mkgFnUeDrnM3L/AhV3s3mSNqa69rFg9mlxGIud1ugoJqh3SlMCGkJD8/v0W3NiU7EW4dWadDMz4+3ju87q8MZkFBAZpLPyw9nTUBpsmtE5FVgq28ioAAo4fxyy+/5Omnn270GpZKIwi1VTh8hq8rKir4+uuvee2113yOLy0JZ0eejiW/4R5id3kAuqfh/xykbiXfHuazTQjRYMAJUJITwq/LIgDYsQMWLhQUSSelwkJIYQW9F2zg1J82c/Yfi+hjWcc9rz3DiOHzOPfq7xkwZDFgLGj/em4e119fgqbBn38a73fGDAgPl0Yp95degsxMYw5oVJQxH/Tuu2sbsmqVUVZJURRFUZouEciXUlYBSCnzpZRZh3LBhrt2qgkhTMDFgA7Ml1K6q7dfJqWccyg3P2mFhPA6t/hsijorn9yvkwAQHuFNAF9QUECXLk6fY1uykCgsrJDS0iiIcBuJ5+t0W1ZWVnqH1f0tJPr111855fS+IFueGL6GN+ischO/Kw9LlcubcN7j8Ry0qhLA4sWLiemRBoDF46GyZqJktQPTLAH85exAsSeMQFfDC6EEArMpECj3u7+s1E1UevFB23agTh22s3HZKQCUlkLvEXbEXTuwllvo+/U6rA4XSTtyAQgrLMdlMZNkzSOqWzGmzi4EkvVrenLxqFjvNXv0sPLvf7uwWMyUlgpOOaWczZtDEAkJcNttxiM/H/LyjBMKCoxV8SEhcN55cP75xsqllJRmvRdFURTlhBMjhFhV5/VbUsq36rz+AXhECLEd+AmYLaVceCg3bEpP5/tAb4x0SIuFEDVLcv99KDc+qX3xBXH4pr8p21qnF60KzFVGgGS320lL2+XdJXSJye3xqT7U0LByXdddZ6Rm0mV10OqpDS7379+PWaue0+knT6eu62h26TcgbSmLw4XV7sLk0clpRiqgiooKrE4nmtuDxe5i5cqVjZ6TXZVAaXGY9zOtceBCpdJiY56lq8qM7vENsB0OGyFFRoD7yy+/8L///c+7r6Ga8cnJ+8grCmXePPjzT0ju5WRv6xDar9pDXLrvvTXAWh0UBzpdWDwwdMgv3PboS3Tpvsl73MCzFvHGGxamTjXat3VrCIGBOuedV0lKilEDXkbHQJcuxgkhIcYc0NGjjTJY//oXpKbCu+8a++12qKho5BNUFEVRTkD5Uso+dR51A06klOXAacBNGBUpZwshxh/KDZsSdCZJKR+SUk4GrgTeFkIMOZSbntR274bRo7maD302O7MCvc/NZg8BdqN3s6CgAJerbrEnidnp8QmYtm7d2mDKIO9Z1YGRCQG69PnFezweLJpxP4tWfxhW13W0ippcnofmtNNOq24HmJxuNI9OcXFxk893Op2YXB4C7C5M4uD15mumIETvLkKWmwjL9S0x+eqrr/rMjc3LiMNREUjmrmT+XNwbXa8NPLPLkrCVGimRFi1aRF5NTyL4lAb99ttv+eqrrwCIiCjh8nc/ZcIESc8zlnLKKGOlekxG7ZzVgxGAuUxy+aWf8eD/PclDj/yXs8/6DYBO3bZwzXXvEZ+YTYeOm/j55yD27oUnn/4dk0mSkVHJDTd4eP7VCvaffjG8845RanPTJnjxRTj7bOMmn39uzA0dMADuvx+++Yba3E2KoijKyUxK6ZFS/ialfBSYCIw+lOs1OrwOWIUQVilllZRytxDiIuBjoHtjJyr1zfrnF4wFvuSfPttNoW485cavIyDIgaXKzaxZs4zFKhbfHjqzn9XXjZFSEt/qv0RGjqKiHOqWOXe5XJiq53L6K4Ppdrsxlel+0yk1V82iIJfLRVh+ebOrK3k8Hswuj7fXsqFexpdeegmPx8M999xDoN1J+P5Sn9ykW6pXei9btozly5dzxx13sG1VV/QAjczNybjyAunYYztBEUagmik6Yq6e8lBzz8WLFzNo0CCf+y5fbgSWo0aNAuC7l84hJ0eQfV0hPwbEEVDpJKikzhxdKQ9az77m12QNqP6da5JH63zBaPevNzEFuSjM/57vvhnGH4vOAqBNm6DqI6K4914QQufzz3X++c+uxoKjGqeeCvfeCwsXGnNDp0wxaqRmZUF8vJEj1Go1cocqiqIoJw0hRCdAl1L+Vb2pJ5B+KNdsStB5FxAJ7AcjEbwQ4mKMXk+lmdqt/5w19GIPaT7brWkOnNlGb6e1yoXZ5aG8vBwpJWZzbSAodImlqvlBZ3R0NHgkEZUCZ7nTJ4CsSZmk4fGbAN7tdmMu9UD9bEvNZqqOdsvKyrCVRDQ7/ZOu65jL3Zirh6IbKstZUt1bN3fuXEaOvBh9v/H6o48+Yv/+/T5zQaWUOJ1Owkth++/dMFe5EB6NjL+S6dR3M0KG8Kc7jS7s4fHHH/ee15RpAacO2M7Iq3awICCZKswkZewntKB23qgQwifwbCwIBWP+qc9nUhlARFAFI4bNZ+umrvTtt5z2nf+ioDia5FZ7Sem4hx/nX8Cll53JhBsrSUgI4uGHjS8eevdT0Z461bhQZSUsXw5r1hgBJxiVkebMMYLOfv2Mx4ABMHhwo+9dURRFOa6FAK8KISIAN7ADY6i9xRoNOqWUy+q+FkLESSlzgQ8O5cYnpcxMzmApk3ii3q64K7IpWxIBQGB5FVp1D+CBPXmaRyeg0nng6U2iCQgs9mA6oNpRTcokIWSDyeGDzJX1d7TAV199xYQJE3A6nSQUNX8uYUxMDCFF5QQWV+F0Nv45VFVVIQQEl9hB+C+ZCRAbG2v0Kld6qJl1krnWCDp3ZsQj9hrBct3h/Jo68lu2bKGkpITff//du++7777jwgsvpFXgPhZcdAZVmBFSEp5b6g0Zd+/eTVpamk+QWTf4rPu6KUKC7dx666uERhQRYJLATgD0kkDOPXMhndpu4c03janYjz1We15qewcP/5/O1VcF4e53NlU9zkYrrs7I9MADRk7Q5cuNZPRffgm9e8Pq1cbJzzwDgYHQo4fxiIpqcnsVRVGUY5eUcjVwRqMHNkNTejoP9Blw1uFsxMkif+4fxABfcEm9fRW7arsRA+xOnxXqzz33HPAoYASd1hYGnWYziD0ORGz93kWrqeHqPi6XixCL/1XdzZWZmcnkyZO54YYbWnT+hg0bOGPgWYTllbFt27ZGjy8sLMTlcmGxWA563P79+4mv6d2rVlkYgdQ18rLiaLum/ojC1q1befHFFyktLa23b9myZZx66qnEmzSqNOPeKev30WGFUfpyypQpVFZWYrVaEULwwAMP+JzfnJ7PuqKjG54v2rpVLnHx2XTot4mcgiR2LDGG2ffsCOSG6+GXX+x8+IGN1skVFBSYGH2JjsfTm6ef7k1WX6ODk4KC2hrwUhpzRasT/hs3aQ033WQkqwdjeD4lxXc+h6IoinJSaknQeRhm9p2c9p81hn70YfcB9dYBrGm1QV+Aw+WTE7Oizupis8vjTafUHC6XC02zULm1DBFW/3yb2Y5A+iRir+HxeLAIt0/S9kOVnJwMGIFbczgcDswmCNpfyb7c3EaPLy9vWrC8cOFCRo8ejdlc+5+EXgUVJUFkr0/GbHeS56csp7+As8bu3btJTEwkvMJFSbAFq9PtLb9ZM7xfMz1g8uTJWK1WqqqqSE1NxW638+9//9tvwNncQLSu//z7LaoQlJZZ6H7GMlIt+9mZ2YG47lkQKum5fxC9T19GSXoUW/ekYbPZOfeCNHZuS+PVVyuZODEaoqONiwkBf/0F+/fD+vW1j5reztJSaNfOSGjfsaOxor5zZxg5Evr0aVH7FUVRlONXS4LOw5c352QiJSUlwm/ACRDct3ZltdnlQVA7fAvQc/Bq9rePw+TyNHvxDYDFYkEIKNxQjKlr/TrjWvXwustPEnGPx4MQtYtvDqeKZqbrcTiMFeQJm/eztQkBpd1u9/Zyzpw5s8Hj8vPz/S5KWvHLGYj9Al3qfP/9981qa3Z2NlJKwvLLKQmOxGR34nK5+Pzzz/0eXxOA7tmzB4A33ngDi8VCRUUFycnJXHKJ0UPeUCDqb5+/ANWKJDbUSYzMQAg4re1mXKVgroBWZ3yDpgHtC+jcdicWTWeVrZTgkCJWbVhC27ZjGDYshpdf1ti7F9q0AS0ugXWxCWjnX8CKCKNiZ2o6tInS4J13EVu3GLXj1641VssnJBhB59atcOGFRiDasaNRY75dO6NLNSamWZ+1oiiKcuxrSdCptMR999F6aRbGVNj6QYNeVPurqCnzWLdn8ZyLfuGX2wciCiVCb37cL6VE0wTFu8qIza4ftGoYeThNfoZBD6yNfjh8/fXXjBw5knbt2jXrPJfLhcPhIMTiwW63N3q8x+MxFkKZzd5gzp/CwkKfIfgff/yRoUOHUr4xEoGxACq3CT2rdZWWliKlJKCgjLYFpbRftQeLxcJff/3V+Mn4LlQqKirizz//BODGG2/EbDbz119/ceaZZxoprTT/2c8O1iNad5fF7GebZvy++/ReT5/e63G5YffuON6cVsWWjbBqjYXQMMGQIZIPPzTuP/mmVVidiQwZ0goI4aGHxlPiEHiSYcrHEGyuorzEQ0jNzQYONGrGL1kCZdVfvL7+Gi66CH7/HSZNMgLRmoA0JQV69YLgw7CqTVEURflbqeH1v0NZGbzzDvuCh9LQx2ex1M7T9BdUBjhdOM1WAqWrReUohRBYrZC/s5TYnPoBihBg1tzekpR11QSbjVULao41a9YwcuTIFpXzdLlcBAYGNpgu6UB1h8wbUve91eQ8TUtLo3379t7tBxtK92f//v0IIQgpKKP1rgLv0Pqhfo4zZsxASomu6/z888/e7VFRUdx22231js/MzKRVnZRHLR2et5jh0UcfA3cR5t+X0KNrHDkFZxCyKJOH01azuWIw4rcvSf+ikEd6dSArryN7P4tid/lpLNp3DYt+3Er7lJ18+dNwPvk4n8uv6AQffoiU1ZWwCgpg506j1xPA40FqGvz8M+K992obsnYt9OwJH30EU6dCcrLvY9gwCAry+x4URVGUo6clQeelh70VJ7hfr3yLs4uKuKvorgaPEY7aXkQhZb2E6ZrUkQiQssVRv80Gxdsq8GQHgp91NaGWsvobqZ1/2NJ5hAfTkt5Tf1MADuall15q0nEvv/yykVqq2p49e7xB51NPPdWse4KRyL68vJy2azOw2J243W6ef/75Zl/nQA0FrYWFhTzxxBN06tSJTZs2+eyzWCwEBgZy9913H/T3WDcg9deDKgRgicR59jCC0Wmfux0tLw/dlES3wH24W49BmAVCmEiUOibpItX1JwNL78MkPOzM7Mbgfl9z442DObXHHrJyIjnv7HA2bJR0aB/DgqwYOodBihUKO5zN4H1nM+ISScc2VVzebzehRXt556eOXNEGomw2XIGhiLUbMC1YgKhJg5WfD0FByEcno781HVNivDGkX/N47DGwWIxCDS6XsS00FL+pGxRFUZTDptlBp5Sy6TULT3IeD+j2Kjp+8yK/cDYrOL3BY8Pb1faiaW6d999/32e/kbtdtKjuOhirvs3mU3BVurHvsrO8eHm9Y4LN/udX1gQ5dQOyw2HLli1s3ry52ecVFBQQFRXFzp07m3R8SRMr7BQXF/sE+zXD6e+++26T0jP5k5+fT9swo8Sp2WxuMK/o4eJ2u+sFnGAE6i6XiyeffJILL7yQuLg472KuwsJCoqKi2LFjB3a7ncDAQNatW0eHDh3o3r07Ho8Hq9WYB1wTlJo0AZggIQ0S0vyWNjMJE2BCMxlZlQA6x2bQuWcGPQfu4MFnY1n60wWEhFfx1AdbEfmd+ehtK2kdPPyyzMnQc6zs2qWxNHcTU6d2ZyJdGH5xIt/MDeKWe2Hu1yk8XPI+f+5MBCT/e3wrC94sI/L2EK67XmLPTCV7/z8YELiPts4cLGvXYq6ogCefNBrz2GNQ04Nqsxm5Sdu1g59+MrbNmgV79xoLp2JijJ8JCbUlRhVFUZRmadGcTiFEOHAb0AsjeaiXlPL8w9Cu40JREURGNrx//Hjo9PUrPEQWY5l10GuZS2tXjZtdnnorxTW3B83twdTCoDM3N9dYICLBkVGFJ6h+b1logP+ezhrdu3fns88+a9H9/Zk9e3aLzsvNzaVDhw6Hdbjfn8zMTDZu3MjevXsP6RppaWneBPRNnRJwpLhcLubNm9ekYzdt2uQt6XnKKadwyimn0LFm6PsAUkrve/N4PFgslnrD+HUXO0WGlxEZXkbafZ9SbjajmyWbLMWc81wFkd1KuHOtoNuL0KfUSWJuLm1iN7M3vQ32sDJu/e9m9v6ZyuLVmzmtTwL9+lVhsVWxraiK77Lv4vTdS3jm2UqSktwUjBzOSzs60L7tbvIjIogI60LlOTrt2pUz/bbbWBYyFJGzn16J+zHlZrN9J4gtxmIoPp2DNv+Az6pLF9i8GV0HbcQw5ObNiJqANCLCqPA0aZJx7KefgtNpbA8PN37GxdUm3lcURTnJtHQh0RyMCn1fAo2v5jhBRUVBaZkkNKT+sNzmzfDBBxDN9ewjjF8556DX0rNMnHvuz/z887l+ezNNwlhgJA4hZgmp+XpQ6aZ1x9b19odZDj5ncd++fS2/+RFwpAO4ioqKQw6yMzIyqlf/C958883D1LK/34YNG9iwYQOpqamMHz++3n4hBEIINm3axPr169F1nQ4dOpCUlOTtUfU3rB9RVEBE9fM2plwcDjOBK+qn7TolegunRG9BYvT6R3dfB0Bwa98vBJMeMnoxtepbpaVm0qe3sQCrrCyYbdsqCAl1UlTk5uw7Itm6fSTh4dkk5Xk4Y+B2npp9MXSFyy7dzd0PPc65331Cl7gc0sKKuOOazbjd0Uw81UlGhsb9YhBnx4ZiySwipaQYT2E6UU6dX36Affvg8ocnEZy1w6d9DBuGnP8NQoCrUzdcJZVY48IxRUVAaChVZ56H9b7bjWOfeMKYBhASUvvo1Am6V1cg3rnT2BYaavTUqukBiqIc41oadPYHoqWUzZtcdwKqm9Zy6lQYOtTo1OjRzYUVDwXE8CY3+z3XFOrGU2b8CgKDHJw+cA1F7wRi+sN/D56lyt3sspE1ysvLjQozgEXolJX59mrm5ORgNTnZsGFDg9dobk7NI2XFihVHuwlNlpOTg9lsJiMjg6KioqPdnEO2Z88e70KrkJAQ0tLSCAkJwW638+eff/rM0d1RnTS+ptQnGFMMzGYzAwcOpE+fPthsNu/xUkoCPQcv8VoTVjkcDgJrxuyr1WQpqOHxeDCZTLjdbkwmEzZbCX361E4rycuLZPDgpQiTC7s9BIulnEceXsv+nEQSE3L45UcYdXlbbLYqyksi+MW9C4czi169iujZS2NvcBifBfVi6YoB5OWm0H7AX/Q7bQULHl2NvdLGW7bPie5QwsO3rWfh3CS2rXBRsjSate2qeHX679j1MzE7CgnYUklKRDHt4/fw0oIcMtLzSUyIZtITjyMOmNbhueVWcidNJf0vJ/0H1y5yQwhkSAjy3vvQHn4IiouNdFQ2m7GoymYzHldcAcOHG8M0r75au73muL59oX17oyTqpk2+59psRpDbhIV5iqIo/rT0X4/FQBfgz8PYluPOrFlQPV2PW2+F114znptwM4Pr6cpmzmQRdvyvpK0JOAGCQuxoGlgDXGge/z14QcV2b3nM5pJSUpMRyIzkjz/+8NlfWlpKZEwRrgaGrKdNm9aileZHQklJCT/++OPRbkaTlJSUkJ+fz7Jlyxo/+DhTXl5+0C8pNer2SLvdbtxuNz///DM///wzHTt2pHPnzuzfv5/27duTlJTEl19+icViISgoiN27d2O32zGbzcTExJCSksLGjRtxOp2EhobidDqpqqrCbDaTlpbGoEGD2L9/P1VVVWRlZVFRUYEQgg4dOpCfn8/gwYO9qbGiowsQQuByuQgIKMbjAU3TiIvbhy4FlVWS1NStxlSBVhk4PTqWADtpab6lVM89+5faBVceGHbhfJ/9C/Ik5f0kIacFYHWWcknERpYvLYWxSaAnkp0djznQRFyrPNK3JfHbgnLapG2j5K6n2b2+DXm7W1GcGUKcrYLRYSvInj6Paa+cwcXWdwjSy7lhzFp2/RnK/h3ww5OnkD63ko9e3UVQmQ17uhOTswyzq5L4sEr+ijiDe19zMqbHPq579tF6v6sNt0yj04vt8azdgm1Qv/q/zA8+gKuvRv6+CIb9A2G1Gsn/rVbjMW0anH22kQJr0iSwWvFYrJgCq4+ZNMmYorB2Lcye7XtuQIARFMfFGb24a9caAa7FYjzMZujf3wiEc3ONogQ1+2t+JiYa1a+cTmNSvdlcXYpN9QIryrGgpUHneGCBEGI54LOwSEr530NtVF1CiAuBVzCG89+WUj5zOK/fUrI6w4vTCbbA2oCzFft4l+s5nx+ZxBMNBpwH0qrTJFkrncbF/QiscCBN/vMxNkbXdUJDjecWM/VyXLrdbmIDc4nr2dM7j6+u/fv3t+i+CrxW88eh1LN9+3a2bzeCuMZ6sMvLy31yrR7YW19UVMSaNWv8nluzuGrx4sXEx8djNpvp2bMn5eXl7Ny5k4iICCwWC9u2baNt27bYbDbKy8vRdZ127doRGBhIUVER8fHx7N27l8DAQGw2G507d2b9+vX06tWLqqoqwsPDqaiooKqqitDQUDRNw2w2Y2O/8S+YDYRTIKunI7jdbmKi0o0e2RJJ68QdXDc+3RuodzltPaecXrswLAfQZBH/umUtAJUVNj4PaUNVGwulZRGkhf5FcGYx7y3YS+UFF7F61WmER5USYK6iY+ftVJS7CQj4lqnft+GdAX8wdOB3uMpC+O7zswkSYP8ukBu6f8nvX0dSIb4i1GzHqtu5aewWynJ17r2hBxuulaR6Epne+1I6pZbx6/cRePa7sYoqFk2Cq55fwkf/LubKTW6CTeVYdCeprUqoKIQbfsxnd6yDofkbeL7wJUwu357cX9y96HY1/H7jN1z22+31fo+TLt8K7doxYvMMBnz1QL396cuzCG6byI6rn6D/D4/X7jCZ8JgsrPgmn4DIYFLffZjor97FY7Kga9UBq9WKtn4dug7ljzyL9Zdv0QIsWGxmTFYzhIVR9NqHlJZCwqdTsa5fQZndhFs3UeUxUWmLIe2Tp6moAPnWdCy7t2GymDBbTQizyZjLO3Gi0Z6PPoKsLCNArnkkJkJ1AQj59Tz0ohJMAXX2JyQYeW0BFi2Cqirf82NiqicjAxs3Ykw81oyHEMac4sREY/+ePcY2IWqPCQ42humkhMLC2vNq9gcEGA8pjSG+utdWlCZqadD5JJAM7AHC6mw/rJPshBAm4H/AUGAfsFII8bWUsvlLng+X8nJwOpFunefvsHP1uWYCuyUSiJ13uZ5L+AIPJibwFm8z4aCXiv2/TCJ7FLL98lO8uTktjobzcIbllVMaF3rQJOcN0XWdiAhjhEzT6qcd2r59Oxd17sKqVauafW1FOZ7UJN3PzMz0bqs7X3njxo0+x2/btq3Ba33zzTcA/FS94r3uVIIamqYRHx+Py+Xy9qyWlZWhaRputxshBGlpaTidTsxmM8nJyQghcDgcOBwOOnfuDEBQUBB79uwhKCjIG+BqmkZgYCClpaVER0ezP6uYiIgI8nJMhISEMGBADpqm4fF4qKp0Ex3pIjI8ny5dlmKz2XC5dCwhdi6auKDO5yPpdDp4+mi4XBYCrFUsIAjZRnBhj6+5yPwFmib5XaTxmw6FSVFERBYBggixiB9+lISNsDD3gosoKQknNjYPs8WDs8pCatk6EpxbqDK7mBz1EC5dozAnGntREGaPm4g9K/jt9V/YQHcW9H2bAOEiOrSAdim72P1XKhuLtlD8RzY7Stuwd8wYinIjKMiJwe0wEWSxk//h+7jNFsr3tWJF0kSERxIflUtizH7+2tKBJ2/Iw+4q42pTJONTUsjaE0lRfjBm6UZI2PXybLKzIwj+n5ML3C5M0k5sRCkRoVVs2duKoV+6CQio5E3rSi7wfEdlWQDSLTDjwW6J5skng/nzz4Fc88V8zvX8BHjQNDea1NlCF/re/28CAiSrAl+m3f6VPn8n6wP78NcHko8/7s7kzydxCr6jCEuDz+HenvMwmTTmb7qG0ALf+cwbO44g7Mf/8cYbYTz4whDCXL5le39pdSUv9XobIQRfftcZk8s3k8baATfSeu5TPDk5gJdfr18R7Ide9/Dt4KcIcxfz2GtxPvt0obFr/H9Jfet+3n40k+undAEEmDQsVg2nW+OLvk+xuNtNxBVu4aGfz8Wja1TYNaTQ0NHYd/sTpN13MdNv2cb4b68GBJZAjbAIjZJSjW/OeYHS/ufTuWQZZ382EYdLo6JSIIVxDfHii8QMbzhDjHJsaGnQeQXQUUqZfTgb40c/YIeUcheAEOIT4GLgqAWdmWeeSat169CADOC73ufz5Om34WAYqezhbW7kOe4lndRGrxU2pIQO0TsxVTkxLzTmskVmF2N21R/i3rVrF4mtInEHmFu0oMftdhMWBqefbnwxPbCns7CwEE0cO/M2FeV45G9xm67rZGfX/6eyJvuClNIn/dfu3bt9jlu/fv1ha5/VakXXdVwulzfDgKZp6LpOUlISxcXFREZGeufBBgcH43Q6CQ8P91YDq0n9pes6AQEBmEwmn0wFbrfbG+hKKbFard65tUIIwsLCvMfUPDeZTERGRlKc4cazx4M1ZiPOpABCoqLILC1lXXYe0SlOrFUbiJMSaxsbP1hCcFntFIduIDg42Ai+9+0iMjKSyh6VLHK5SEpKIt3SBputE+ZzzYyjtsjAZ1xQ/wMq32qMCD0AP1KbiEVKcDis3Gt9Ek2DrbRnK7f6nKrrOprHQ7duv7O2W2/W0tvYDrg1Ex6n4D/yeaTHxDtyJDbzUEoLw/A4NawmJ1ZbFfqmTXTstJ0Ft17Iz/rZVFYEEmqtwOPSyC2PJyXgC6QUvNl6NBGWEvJzo6gqt6FJiSvSBO/OIGt/G17tOwGLbgS7ya33UlkWzDZnRwKsCxDAJ+dcQqDZQU52PALQ0CmJCcf++usUFqfxbo/rQIKGh8SE/ZQUh7FCxrFx429YXE6+HXgBQkpyc+LQpAQpycwuwfHkk6xfcgoRiSMxCQ/WgCriYvIoLQ5lrb2UXbt+oNhRyOrWKbidZkpLwjBCTp0NW1bzxQu72bu7DevNyQgpCRQOwimhVA9m8fodrNwURUrhPlqZS6msCKK8JASBRENn4btfMrxNEKeccsph++9FOfxES1YACyHWA+dKKY/oJD8hxKXAhVLKG6tfjwVOl1JOPOC4m4CbANq0aXNaenr6EWvT2xddREyFhsMZiF0PojgqnNxT4tixvR3BYZXszU5GC9Q5/ZwlrF55GlVhVgJSnTgJwHGJBULB7TbjKTdhiXBhculIXUKAibLiYiICQ5EmKKsoR7g9tF68nP3tO1C02kzKmYm4E0yUlpcibca8NOF0I83VwxweD7jcaG4PsZ/+RFmRRpitCldsGLu/KaViW2usYQEkDI/G0UuiJYVATDCu5XYyvulv9Ly43Gh+SmEGhJQQFLyPyDEViPZh4NGh0gVuSf+Nn0GZC8e6Qvq2KkbkgTvSSn7bcCwRglBLCT+GjWB/Yic8ljqLP9zVwbXZBBVVxvXMGkQGgcMFVjPYXZBfgWdtDgGpobiKBARawAx6XhmmxCD0AiOAFkFmtFNjQQo04WHIvq+IDSjk6/ArsEf5fnMPK8/F5iwjqXw3O6J7EmbPp3XFTka2+QMpoaw8gJAgF3vzIng/8maqAqvnJlQPWQVXFBDqKMSjWciLTCUl90/ybK2wy0BMDgdCaIRoZRRbopGhQb5DUE5PdToCY6pE+KY9ONKiCM/fj9NiJf7zXwjRSqnI9iBNLqKj3WRuMxMV7yY9w4YmdCwB4NE0OrauYGd+GGa3E6tNYjLrVBYIHC4TAYESR4VAhgZiCrGg51RiCrbh7NkGZ2EAEVUZmFoFk7PBjK0wg5i2YHcH4NhfhbsSAmM0gnfkIUPNRJ4RgmavIneDpNXOvQR7HFRqVoIqK/GYTJSEhxNcUYHJ48EREYTbreEIDMQZG4zHbKFUWrE4XQQl2ijL1KgYeR5VO/dgbWvD3r87AYs24umRhjstgcDFG5CahmVHJlWntse6vQjzxj/xiAAIDsB1SgqW33bgdEQTIrdTHtoWW0ABOF2Yyu1GFSPARQgWylv037mbIMyaGZcOGnY0XD5FGaTFbPz3BjidVkwhEpO9CikFmmb8m1pRacMW6EDTJLoukKFWtCoX0mZFOJwIqwVcLjxBgVjsVbiiwzBnF6JJibNtIqaS/2/vzuMjO+s7339+z3OW2rS11Lu77fYCjm3AGENYA2EJSwJMNi6BO3CHSbjJnUzCzIs7kDBLksm8ZjJzc/MKyWuSS2ZIMglJPGEgIUzCZCFsYQsGzA7G2Kbt9tJtu1epJVWd3/3jnJKq1ZJaKqla2/fNS6jqVNU5z1Oltr561rNw4jS9u5h5DHPdoja7/KSr9WY4BXbB+1CzNo4xOTZKOHsem1nZ3FK3cqMLkghFMdfTY+a4L99d61kK7c6qJlUGnKKqxVqsZjcvDwaF48NNOs2c+PBJOu02RT2jAIqTZzAvS2QxkjUbWKeALKFo1bGzU9j0LN7pMD09Xf73uSiY6bRJYiRLUgLl5h0hBLIsY3Z2dm4yX/cPirnWdzNCiBTVZD0zq/4wALNqPb2qs7IoAoUHzGdw71B4t+7zf1h5tVGJmVF4+XNpdC76w6t7/d7yLPZ4AYQ0oWi3y98vXLjMGkCtVmPXrl3keT73R0x3jHa73eZXfuVX5noGBsHMbnf3Wwd2gRW44da6v+szR9blXLfYVy97ffpt6fw94H1m9mtcPKbzg2su1bzF/nVflJLd/R3AOwBuvfXWga6j86M9axw6jmF40QGfhRiZwTnLeSbbe5gpHuZbRcKxfJpzZryHBmcInKve9hmvY0BOYNIKwu4W05Ywi1Mwxlin4HtHx/nEnl2kj29ydO8UJ5MZjHFmq7WTrugETkfjNB1asx2a7YKDBfzIP3ojBw/eSKt4BE9Sfr/+DX7hn32Q73jqFVz11lu4f59xzgoc54m7JvjaB8plbbh4F0wAvut1jzL0HXt46MrTPBzLcVg1D9Tp8IaxJ9F5dJzvfOP30vnG3xLPnGL20a/z2OOvxJsPcypO8rShs7w97OJb9SEmF/mxa9BmkqRcEsrKd/ZxnOEeGlzNWdJnX8cL7Ot8oX0NH6u1mDFnpIgkDmdCmwJjX6dgPDnJMDM8jzu5/klfIjDKBG1+lYPsZ4rDnOMwp3gu32SczwLTPMwQe/gscIqC7i/y8vvh649zkPv4l7wQgBdwjKMM8dP8HU5Ch5yHuZubr4WzJ8e4vXGYV0wVPNo8wjdn/4L318f4JLsvqu9P8U2YLDg3W3DNlTW+PZbzw1e/irHZDrVn/TiEi4P/eihjQ5j72e3Xg3fcwZ4bb+SRajzmyOHDJPU6X77tNp7wmtdc8vUdnFhdv8AJLyhvn6LNyM0/fOkC/EzfRRcRkQ3Sb+j8J9X3hXsDOnB1/8W5yH2UY0e7rgCOreP5150RMYxoAcPIMVLKLJfjVSidT85Fz+3u35plFHRa7Q71tEndoWi1ORvbdHrCQgCunyn4aj0rQ2dI2Ts7zfXtNodqu9kXU2aTFqNJk3q7bP25+uWHOLbPOBXmu/A9uXROb33HJGcOnmOq53XnreDq04/RnAx45yCxtp941QuxM8dhdDdD584Qhq6A6TtJOp/hhuaTOZcn3B2G5s6xjymmSLimc5o74hgdC4wxyzSB/43P8Vs8lddwO1+Jh7jV/pKU5/NBK7utToUOI8yyvz3DgeQcTwwPsYfH+A4+jPEIBW0KTnAtdwNP4cf4NIf5FucYYZy/o+A4AHv4IAUnWWpI8lV8jjeyl3sZ4wf5G4b4OgkFkb0kfCcH+TJHeCv56D5unj1PPjLMHgrysJ/bOX/BufYxzfd12rxqeggv9vG103dzw8TVfCWHfa2DawqCK2HV3kFrvc6+Jz0JgN033HDB8Zte/eoVvT72XD/03B7p+z9JIiKy2fX1X3h3X5+23Uv7e+A6MzsC3E85lvTSzSgbzijjZyQhIcWIJNQpKHAeIaHbiOsGRdVN0fuL2NypFwWtrEUeEzoJzJrToZwEC5BgXF1ETheRYwFGiEzEjOtma+waHiMPASOhERJilaca17e42xaMGQ3Lh856s2Bq3ySn0lmmmO/SikXBFadOEx4Z58pnPbMMNK3d5VigLJKeO04Y2Ut2apbic3dw3U0PMNOI3J0NVe+S83yOMuUpz5j6Og+0nssD1LmKszyRh3k8n+LF7GGEk7z0/L2E5le4avYIVGOlEgoOdia54fwjPDEeZTw5wUi4mzB7N510GutEPHYY5gGew4Mc4avkfIImB+cCJ7Bs4CzL+UWeS4cONRKMgnup8yLGeAmREWY5SJ3DAORp2VScEbgm3MK1nc/Nf2DADxczvCE8jryxD4CnnG9Qm3gc1808OvDAeTnYgr3aRUREuvrdBvPtwB+5+8d7jj0TeJW7v2mdyoa7t83sJ4H/Rfmr+53ufvHG0puCLbhtQFYFT4ik1CmYIc49d2HMSbwa30JZ2WYBzZAyZAmToVO2ihpzSyrFTsFhmhwvnC8Be9rG1eSMJCnNNCcxcCtbXrtjYmwipXfIlC0s+iL2HZ7lfNrmsXDhGLIrp04z5Anju2+mmVatlyFCYxSrDxMDhGScJDnM+Uf3MjE5xZWdR+k2hh9mkpu4h9mpnGuPfY3mkWeQpxnP4l6exB1E7ue5fBQnMDx9PzMRDt33ICPXznCKjBtnH+Ppsw9gk3DgzGn2xKNM75qmcXoXJw88xNDDu5gemiK07ue1/A05D0ERKMJR4kyDTjYJwBDP4gwfW+Yd6ABfJBJJeSoF4xzgp8g4gFEDFh9blzDCc+w4tzPNNHAPo7yss4883Tf3nNpEua3kRDqy/IcgIiKyxfXbl/UjwJsXHLsd+BPgTWsoz0Xc/c+BP7/kEzcRwwgWiJYRMWo4UwRGmWaWi+NpUX3PioJ2qIZzW2C0gEbM2WWBwsou915Zu2B3yDngBU0mGZ11DmbD7A6B3CLRDKxsZotJ2QJVjCXVFeevfym7DrRpL7L/5t6z52mFGiMHr8Gs50cprZUzIpvjhDhCmh1ipn2QofMFY51TANTo8DQe5NDUNzj5yH6mv1Qwsuc8w6MdruNumtyN+2PU7SjukdZD0wzdfYBOcoInXfsoH2EfTz3xIE9KjvLIqb3sac+w/85TnLoyJWS7GfvbOufHnfpjDR6+4Tgj/D3OKbL2ONPZA4RkiGx2DzM8xJ70HzI1cwftS+w9Dx1yGgzxBmpc03M8XfIVe8MVPJP7Odg+xv3Jfg6nT130ecEGM4ZTRERks+i3L8wXeW1cw/m2tp7ZeGUbp5Wd6x5ILJJTfjVp06ANOAGvlqqYf13avWfl/YnpaVoemPBk0cVQ6wW0Qs7hUKfhMHF2ll2xxgiBLESSAEkVZrJGGQqnhy78iAJcsnt97OAsnZ7Q2a3t3sfO0IoZte7+mgvfllDDYkaWDlOEEcJUyu7iYSIFV3GW6zmGH3+UeP9JTnz8HM86cw+P41F28xWMc4TzEXiUOHuC1v05zS8epXH/KW6aKeeu7cY5cP8Zrj/zKLs7HbJTxvC3ztE6McLwp+5l+OttWvemZGcDBcfxok19aj9xJifr7GZo+gmMtp9HwjhjZ59a1S0HIGH8ovpEhmlwHROsYKJLJWE3+xnjSPJ4vpOhuTGVIiIiO02/vwE/CvyilessUH3/uer4DmUXfI8kmKVYjKQkpEQaOE06c8G0Gy67XzXKcZIOBHfGpzsMdQpGiLTC/HSLbvyrudFwY9wymm6MFkbDyxZSs0AwCOVHRCMrw+fk/FbXQDWJ4xKhs7lvPnSms23STpu8Pcue09M0OsmSS4hYLC9m1mDsyLWMpAmN2bO06HAzx9nTeQA7fR7uP8fRT9/HvruO84z2F4gzDxFmZgnnGnjnLPVHc/LHjHD8ftKjx7j+9H00aHN45jSjj0yya3KW5mNjxPNGduIctYcd23UN+UOT1CbHqJ8su/7zqWGGZp7AyGPX07LvpDX1eEaL55MwysTom4gMz7VgjvKiuQDafacyriBhF5HWsu9Xr5xD3EBgr9/IAV/POXYiIiJbS7/d6z8NvB94wMzuBQ4DDwAvX6+CbU3dwGl0LCOSEA0SUhIgx0jmIqNV3eWGVcvH1IFJnz/TSKdDHlKGLaFZvaJXzYzMIi1LaXagmeaMWEI9GrFau6z7mqRaE7KzIB9GDL9E6EybbYrqPEOTM7SzQNZuMzrVoT52cYvg3LsRy0k1ab1Oa/9hwtRRzp8rODR+jsOcoPnIWey+jNm7Z5h85BTDXz1J6/pz2FQLb02RdBrEswVj32yQPnoOig6Wtdh74jEOT5zjulN3k7eH6IzsJoxcT7jvXuKZ81hsYje+jHDvJ7E9TyGjQ2g/TGPmaurpE+h0xgihQS27Hm9OEBkmDftI2UONa+hwhjFexnnu4hyfw2kTabGLV1Lnccu+VwsFcnbzTILlzHYeumBSkYiIyE7S7+z1+8zsFsodgw5Rbs7zaXdf+Wq925i5V+M6I2ZGICXFyKrlk8pu9XIx3G4INYx6G9IsAB1SL2i40YhV6LRASsEUYb573QKpReoEhtodhtMauywl61njsZsxkyQQotFeEDDLpurlQ2eStOkYtDB2nZxkppWwa+Y8Q6enSFc4FrE2vodw5goefuTjXHv4JIen7yPeO83UlyKnvvgY50+dYfLO4/BgYOaRHDswSzMdJT/dpHnXaQgNbNdhfOxKhs6c51Bxll3fPsfs0AGKK55CGL0OTj9IvKdOURuFI0/Hxg5hWYPmqaPM2mOkI1eQzO5iKAwxZQ8Tsz1E9lO29wYyP0DdHscIzyPQYpQX0+Ec57mLyAijvKD6BFcnVC2mqV28XqeIiMhO0feieFXA/GT1JQum5AQSClKiGZFAUrVy1qqFccydYGVLY3eXj5oHUgJGh0anQ5rWSSySudEIkTrOaZibfd7ASC1QWKRROMMWqIeE3jk93VKFYCS1yMyCgBkxCMtPJ0o7HaYpGCfhwNETTO5rcOjcSfLzHUaKqWVfO/d+pBkhDlPcBzc8+X6GTj4IRzs89rVJTt59gpkz54iPnMAemMAfzQkTRmjvJm+fIX3wLmz39XDDS7CJq6lPfoGrTj1GQoP22GGS1gTUhuDI0+HsCUJrAsavhNGD0J4mO/4NYnqcxqkJbPduckZotztERi4IkXWuo871tHgKs5xghO9mhvuJtAjUSNlHOZO9T1pOSEREdjCtxLyujICV4yk94pYQcJLqfw2gTjE3hrO7VHfZ4mk0Y0rq5ZjP6FBLasSYkQI1z8h7u9fdqTlkbrhD042RkNAowBZp6bRQTiZqL8iXgQt3aFxM7OS0zal1nN2PnGFm9jz7Jo+Tt5sMFSvb9s5iJHgD85xr219n9r7ztO8vOHX0NNMnTmExUpw6R+fbezn17Q6HbtxLavtIig42NYnVxuDQk6E5Tu2e27n23El4/POx1gHyvJpmlbdg1yHYfR3UR8otK9vTJHEP+fQu6p2rsWSIyC5qM1dgteELyjji301mhwnUiDQJNGlwI5Fhcq6qPi0FRxERkX4odA5IIFIQyjGdnlQ7EkFCmIsuAScQSKoxnQ2LVeg00gJSjDREEgrqFi5cPB4YbXfIo+EYzZAx7AkxxAti0dzuRcGoj2RzYzO7Eox4ib2OaxhJ1ao69uhp2g9P0wxT7LnmCLXplYXOECMhG6O2a4xw/tucO36O8/caj93zEOdPnyWp1WC6YOaRwNSDbWa+MEbjuVeSnH0Udl+NNffA6BXQGie9J2eimCbsehwxb5BY1VqZNWB4HwxV3dghQFYnjl7P+O2fIzzz2XTIIATS5MBFabsebiJU+4AGmgQyhngGWbGPPFyu/RBEREQWdzdHeC3vWqez3bJO51k5NdsMSKA7drMMdhleTSYqZ6EnWLkYfDn6k0DZXZ5VMbHZbpPGjMSdzKFm0Og5f/SCmnu5JFNR0LSEnFBtwnlxiAzByIdSOouEzkv0rlPvQOaQWKB27FGa9x+nOXmOXbsmqJ+bXtn7kSQkI3tp7tmDnezAsciZY+eYOTfF+cdOlaEzZFg7IyQtZh5JSYsxknajDJsj+2HsCqgNk4xfw8iMEWKTnAQL1ZT8NIddV5atnL3XbhwgHnwm1txDqLrTLWksLOJc4Oy9HRmiYTeRMLaieoqIiMji1NI5AKGKnMEiEScloU1BRkEG87HQjBSf2029FhLSYobgzujsLDkGFoh0SDFGraA7/Tng5IURQwKdGUYsoeZL/w0RglEbyVjYqBmqVkwzx5do8WxNGzmBxCE7e57i3Clis0ViDWamzi/6moUsBJI8pzbTon3MmDwKj9z9MJ3pGTrT09THxkhrLdqdlNbegxDqhE6LEEcI+/fC0J4yTFogpnsZ6zwMeRMrigvHSg5dPFnHsgYcfEJ5+4JlkFZQbpKVraAvIiIiy+q7pdPMXreeBdnqqiVL51o4u+M7A5FosZpIFMmr3YB6Z613913PCOQEgsNQxwkhgWpx+ZRAvWe9nbQoyC1CKM8/FFJiWHomeQhGWosX5KdYfbWKiC3zk5AVGZGytTPLMuKps9iUk7d2E311s7nD1AinP14weWyamTOTtM+XLaX18XHqY+PUR0Zpjh8kG9lHiMNYPgYHngCjByBrQt4kZmPU86HyflzB9UOEob0AWNDfWSIiIhvhkr+BzeyGxQ4D/yfw39a9RNtAd3v0crEkxwlEEhJScmbndiPqBlMo1/BsWlIurdQpaHUgSSIxdOfBlwsvdWdPD83MkFsDzIgWytcm2RIlghADIelG4mrvdspdkJpFuGgyUW/LZ2ZlZ3OdQD2mdGba1EdGSNKMerhwMs6lxNpeUlpMPnKcYmaWzmw5JrQxMUFjzz5CzGjt38+ua68lbe6CqXFojMLua8vuc4CRfeRhBmICvnSdL3wDNJJERERkI62k2eeTwLu5uJPxyvUvzvbSHdMZCNWyScncmM2ylbEMnxnlbPUmkYaXi8WPtNuktWrfdIzcylbQbuhMCycrmOumb1gkxKU/ziyLJLULW0LLIGu0ikBecybPzn/EIUKnXd5utGDYyi72mgXOJynN3XsIaUqWjK7uPUmGyFt7aJ+/k2K2Q9EuLzJ08CCN3bsJNsvQwYOMXX01cahJMf0gDO2Dek+4nbiG5JGT5e1lgraIiIhsHisJnV8F/m93f6T3oJn9z8EUaeuxntbD3qOhmiIUSOfGZSbVwjsZzvlq4k80J3ej5mW4zIpywhHVTPTgkBvUPcxF/2ZRkHmcu1Zu6dyWl4up1xPSehlzZ6qy5gRyjAZGXi+YPBsIwQnmJBl02kZWK2jVZhilXIS+EVKmmi3SJCdmGayyez02hth/69P56v/8KJ3pGbxThujdN9yAmTE7eYqh/fvJR0bADJu4HsKCa9SHsWRoVdcVERGRjbWS0Pki4NzCg+7+vetfnO3DLIAbkViN8+x2sJetn2nZ/05O2eqZYORe7jJUK8qu7O4YzW5rad4zBDd2ysXkuy2ddbtwqaSF6vWUpBarVUJLGWXrZT0EusNBDSONbZIkch7Ia07eiOyiXAu0NTzM6TQnSepzW22uRtoaZmjvIYp2QWd6BoDa2Bgjhw8ze+4cnZkZ6rt2ze3nbvXR+SbXHmHowKqvLSIiIhvnkgPd3P20u89tw2JmewZbpK3KFtwL1ffure6uRKFan9OqrvVy7nqKkVskdSMrCuptSIryse7rsp6PK+kYNZtv6cxCuuwk60YjJYnhgg88q1o689SISdn6GQIkCbQabULipLmTNqHuOUMeGDl0mBgS8lqLmOekjYuXHlpOyOuk9TEooDNbhsmxI0fKMZ0TE2RDQ2RDC1oxFxk2YJmWMBIREdlK+pld8e51L8W20bt4e3deetWFPjeZKJBQjtNMKENn7IbKEEljSs0hL8LcBo3lWYxaTzd+qLa+LJ/Q3Qlp6dhZryfUh7urhJYSjDqBJJ3PdXkKSWI0Wh3S1KmnszTTDkNEhiyluXcvWbNJPjRMiBFb5QSdmOdYVick6dx4zuaePTQmJhg+dIjGxAQhXno/d4sayykiIrKV9LN+jFYtvIRQra/p1bjOwp1ggYSUiOEEUgoSfG6x+LRaMil1yDqOpTnRQrlrjgXwaomkuR2GEtLuWEez6sxLB8A0izRrCb07pWdAjUASAjGWAbaeQUiglnWo1TrU0g6tTsGQl8sy1UZGyIdHaIwMrzpwAsQ0ZSYkJPVmOZ7TjHxkhLTRwIuCxvj4Ct/kSwdTERER2Tz6CZ0LZ8zIkrp7DZVjOmPVytmdvZ7i5DhOuQZmfbZNmpZresaY9Kz9aeVuQFi1FpORBSO1dG73odTCsp9MDEYjifR2wg9Xk4NSg6TKr8GgkXeopQW7xmdppk6dhGFmGSaQNhrURkfIW6tbKumCdyVGhg4cxN0JMZKPjJDkOZjR2rev7/OKiIjI5qWVstfVwkbgsmM8VJOJEiIJXu5jXnW5D2N05lo5nYxqFrtD6GnNMyDr2XEoCYFa2y94fDlpEqgnkUZPa+gICQ0CSTCStDxXEiHPym72GJ2RhpGFnJZP0QqRtNmkMT5OXq/39xZRbok5euRqzAxLEmojI4QkIaQpjd0X7ygkIiIiW18/YzrVvX5JZftjd1xnd9JQWo3dTKvJQ+7lDPKE7gLskYxAjVBt1jj/8QSM3Ob/RohWhtT5x1l2TGewQLOWkvacs0WkSSQxI83mu9ez1EiTQBKc0UZBPUZqRJoWSRsNGrt3k+XNvt+dmKbsufFGAPKhIRq7d2MxYmZ9zYgXERGRza+f0PlD616KbcmhWqmz7GTvRtBIAqSUyypFIgmBmkWSEMvwaUa0pBzTyfwi8zWgu3VQwIid+avFS/wtYAbNoYxsbi8kGCkCw0RigLRq6WzWoJEbWQKJwd59U9RCQk6khpHUaowcOkxYw0SekCQMHzqEhVAul3To0IomD4mIiMjWterQ6e4Pmdl3m9kRADPbb2a/a2bvNLOdOyCvp5XR5gJgd955Wo3jTIjuc7PWyyMp0csF2stF4428MMziBXupWzXTvCvGcgmmruQSoTPNy4lEw1U8jRgjbowQGbKCJIUQnCx1WvWCZg3q9YJDe2ZJQyBaSoYRYiRrtfqaRDRXlxDIWuWSS7XRUeq7dvV9LhEREdka+k0O/5nufozwy5QNdw68Yz0KtW1Yt5s9Vv8zEoqypdMCEaeOU8OIDlaUoTMF0pgQFnSX93aNR4/l5KHKpT7IJAQaREaq0JkATYvkGDXLSDInjdBqOrUEGjWnkTrjmZFGqIeUbttmkqZrbplM63WSWo3ayAi1Ma25KSIist31O5HooLt/28wS4MWU+7DPAMfWrWRbULlrenecZcCq2/NjOym7zaGaTFSQEUnpkBKqGe2BLGZkJATvvr7qTmc+6NULIybz4x8v1b0O0Egi9eqZKYEakQaxDLqZU8vLcae1FGoZNJpQr2ekBuMkpNXfGUmSrKmlEyBmGWmjUS4G32qt6VwiIiKy+fUbOk+b2V7gJuAr7n7WzDJAs0AWKJdzLwOoVV3tGU40m5vFnnogD7GcHGROHhKStl/Qell2ice55eHzTgfrCZ2Xipxm0MjK2erdXY4yAvVqV6I0cRp5QRIDzcxo1KDeDtSzQLRAk0jRXZg+JtgaWzpjlpG1WuTDw2TN/icliYiIyNbQb+j8NeDvKdcXf1N17FnA19ahTFteNxjOB8FAoKhaK7trdUYSinL7S3cSh2BGpNyeMhYQ/cJzlrPeHRzqRUHMk57HLzWRyGg0UurVyqEJlFtgYtQIpFbQyJw0gVbDaOQFzZlAHlKCzdcCyjGZa+1etxgZu/pq8uFhkjUsvyQiIiJbQ1+h091/yczeC3Tc/a7q8P3Aj65bybaFUI3p7N4DvGzNhEhOp2zp7H7FhIQOiQVSL1gY6yIJ5o5j1Nrds5dWso5Vs5lRmwudRmbljPSMQJa0qeWBRg6H9rSZitDMnXoSweZXHAX62v5yIQuh3Gu91SKp1dZ0LhEREdn8+l4c3t2/sdx96Zof1xkxgqVkzJS7DGEkDmlIqVkZ5FIvA2gWQ7n9Jb2htbpl5T7svR/eirrXa8ncLPeMQFqtDZpiJCkMN52xlrN/KOVYe4aRoXIJpXJowIXXX6vuLPh8eFjLJYmIiOwA2pFonVnVuT6/GiZVeOxg1d5ECVQ7pZd7rQcL1ABzJ7Wyuz21ZC50doWq7dPcyUiIYXUtnXmWkM+FzrJrPSOQYjR3dRiuO8ONQKtuNGahkxQ08hSsO5GpqtU6hE4Lgfr4OPXx8TW3moqIiMjmp9A5cPOByoiYR3Irt8JMgMSNhhmpG8HKtTezEMsl5RfspR6rnYyw+cXlV8rMyLJytrph5AQyQjWZKVAf7lDLypnrQ/WCVub4JNRSm1u6qdseuR4h0WKkMTFBY2KCkOjHUEREZLvTb/sB6Z3Y012rEwLBI9GoJhOVrZ4NC1jhmJWTiZIQMEsuWnA+AublvTqra3E0g1pe7r2eYtV6oDY3vrM+0aGRFdSzSDN3mp1AZ6ZDLQbMfG5B+bmTrZGZ0RgfpzY6qtApIiKyA/T1297MfmGJh6aB+4APuPtDfZdqW4pQda6n1SJKKU5adbR3F3rvLqOUZNlFyxIFDDOwoqAWQhUZSyuJgWkSyKvQWau+xyrMJo0Ou5rl3uv1FBohMhMhS+bP3x3TuR7d6wBZq6XlkkRERHaIfvtJHwe8Bfhu4Nrq+1uAJwM/AXzLzF6yLiXc0sr53t2d14MHzKqJO0AOZFaO84x0d2mHWseJIc4tDj9/Nui2meaEVTU4mhlJDNUEpAtbOg0jSZxGrVwqKc+coRqkSUqadHdV4qLZ9GuV1OtrXu9TREREtoZ++zUD8Gp3f2/3gJm9EniNuz/dzF4P/AfgA+tQxs3PDBYExHndFTttrou6XIvT59bkdALRyjGc0SEpnBDA3XteWY7/DEVBUhQESy5YMmklRUxjIKtaN3PKVs9YnT1kHZrNDiNNp5YVtCxQT8stMLvlXs31ViJrNjVzXUREZIfot6XzxcD7Fhx7P/DS6vbvA9f0W6jtISz43r1d7itUdq1D4oHMy271YOUSSglli+jCbuxQBdXUnUg5DnQ1kiTMtW7WCbSqshgQU6cWYWyooJY59Wg0hp1G5lUL7PoGToC00SBtNNb9vCIiIrJ2ZvY2M/uymX3BzD5vZt9pZv/FzG7o53z9tnTeRdmN/us9x368Og4wAZzr89xb3vyu613d3dchkJJQ7n2ekpBZ2dKZVOE0hkga03KG+ILQGa2ceJQU5Ux3W3CFS0lDIMWJGC3i3PJJ5Z7wkMXIUM1o5cbktFPPZ4iWVZOYVhdwVyJrtbTvuoiIyCZkZs8Avg+4xd2nzWwCyNy9742A+g2dPwq8x8zeQrkT0UGgA/xA9fjjgX/Vb6G2I8OIZuAJKZEMaFC2WGZVS6J1Z5OHxdsVozsZRmO2TRbCqmZ9mxkxWhV4jVa1XFKnejyJgTyDoXogTSJ5u8NQ5zzByi0q4wBaOrOhIU0kEhER2Zz2AyfcfRrA3U8AmNmHgDe7+2dWe8J+Q+fngeuApwMHgAeAT7j7bFWwjwAf6fPc28TCkObVhCJI8Kp7vQyB3c0yuzPEQ0iqJZUWtnQazaJDdCOar3rpohgDkYKI0eyJkYaRBUijUc8CMUAWjDwmZVBepDbrISQJMcsGcGYRERG5hAkz6w2O73D3d/Tc/0vgX5vZN4C/Bm5z9w+v5YKrDp1mFoGzwKi7f3QtF98pyj2Kyv8LQE5BBqTVgknm5fqcZegsu9HNWWRHIqPWKSct5TFddRBMkkCgIMOoz7Wtlt3moxbK1s60WivUjFpamxtXOojQaSFoNyIREZGNccLdb13qQXc/a2ZPAZ5DuUrRbWb21rVccNWh0907VeodB46t5eJb3fLjKOeiZvXMMlwFKyfvJEBCuRe6W6Qb66LT08q5cCKRkRWQdDpY7J5/5XEwhLIbP6PcBrM8Z2koBJKUKnRCMCdLfEVjRfulwCkiIrJ5uXsH+BDwITP7IvD6tZyv3+71dwHvN7NfpVwMfm6Wibt/cC0F2r6MYBGjXc5UJ5ICuM91YUPZyhgtlK2cF3Wfl4vIZ53+w2CEuYXhezUt0omQxe4C8JDG+clDgwifCp0iIiKbk5k9Hijc/c7q0M3AvcBN/Z6z39D5E9X3n1tw3IGr+y3M9tPtvjZ8btkhIyFUexOVj/eO6QQIhROCXRQ6DaNuTuw4Mdiqg6BZ1UWP0aiWeu+eYdQSTqeQxOp5AeKAM6FCp4iIyKbVAn7NzEaBNvBN4I3Au/s9YV+h092P9HvBnaAbBr0KnN2xmgXzC60nFCTV7kDBwXvyY+Lg4eJF041Ao93BOgVJiOWC9Kvaf71cmL6O0VywROsYgalYBs0ynEJixSprvjoKnSIiIpuTu98OPHORh57X7zn7bemUVZkPnoaREKHb0mmxbOl0BytDaepLd2fnXraNxlUGTphv6cxwsrlNNctz1A1q2XzrphkkgxvOWV5DoVNERGTH6Pu3vpm9yMzeaWZ/Vt2/1cyev35F2x7mJwR5dT9UnevMLZcUgGDlgkoRw2LEFtlW04CMSK2A4P0lwgSjWRRzC8N31cxo1tp0c2AwH3j3urbAFBER2Tn6ihVm9k+B3wC+AXxXdXgK+MV1Kte2ZQRSININmYFIOcFnfq91LtoCs+TkGPXCCd5f13egCq4LPvqcQL3WmbtvZoQBt3SKiIjIztFvW9abgBe6+3+gHKoI8DXKnYhkGd0u9jjX4umYdZeNrxZXsrBE6ITMyy0zg69+IlF5fSOzhHzBR59i1NILZ9EH1BIpIiIi66Pf0DkEHK1ud/uBU2BmzSXaxmyusz32dLMbc5tgVgvER4AlxjsmhZGGSPSimqi0iutb2ZWfWnLRkkmJGVlPxgxhsGt0ioiIyM7Sb+j8CLBwVfqfAv52bcXZzqznVoC54Flubxl6nhUwfJExnQEj7RjRYl9d3/NLJiUX7aWeEEhibxkVOEVERGT99Dt7/Z8Cf2ZmPwYMmdnXgdPAy9etZNvI/GaTzAfNnq+L9lgPS3evJ6HsiE9j2lcwNKDugbjgpRkJMfQsBm9gfU5WEhEREVmo33U6HzCzpwJPBa6k7Gr/tHufs1t2EAMSnIiRuldd3o73BMhkmTiZxITg1ncTdQByCxe1dAaMpOek84s8iYiIiKzdilOFmf3b3vte+rS7/7G7f7IbOM3s59e7kFvV4tHRSSmDZ+IOzE8iKl9TdcQvsWRSkiTkGLa64Zzl660cVZpdcMVSIFy8RJJpIpGIiIisj9W0dL7JzN4Jl+zT/Sng3/RfpO3Jqq0wyzcvMDc33I1gRueCSUGLv8WOkwaruuTTvstSXxB0u+WLC8Z0rnaikoiIiMhSVhM6m5T7bl4qdJ7vvzjblfV8d5Jqv/X5MZ29z6iC6SJjOg0jd6AIi7aErrQkOYt3z8eFe72butdFRERkfaw4dLq7EsialaEuIRLo4JbN7TzUHWPZXRjeq/GeC6UesJisKRDmi7R0AiQKmSIiIjIg2nt9gGxu+8v5FTq7iyKVy8J3j9hFy7AvNXs9DYEsT0hifx+dAbUlln0365ZIREREZH2paWvAnN5F1rsR06pZ7ICFC+aJG+VuQEvJgFrhJEssHn8p3dC5mD5PKSIiInJJihkbIM7tReRzgbM3Zi63/mawSChs0TGfK9Ed07nYNRbrchcRERFZD5s2dJrZfzKzr5nZF8zsvWY2utFlWi+x2vgy2vyKnBfMFF9ikpBh1EIgWuh7TKctETgBLGi2uoiIiAzGpg2dwF8BN7n7E4FvAD+zweXpy1ItinFulvrqPoLcElIz1rKa0VJXXK5bX0RERGQtBhI6zWzNE5Tc/S/dvV3d/SRwxVrPOVCrCGxl93p3tvoiSyMtc67UjRDW9vYu7M4XERERGbQ1pRczS4EbgRuA76huHwKmgWevuXTz3gDctkw53gi8EeDw4cPreNn1Z0CsImfv+pwLn7OU1Atm11iG0Neu7SIiIiL9W2uL5CeALwC7KMPm69z9yyt9sZn9NbBvkYfe5u5/Wj3nbUAbeNdS53H3dwDvALj11ls3/cDEQCBQVO2dvUsqlbrbVS762k5BdO97IhGw6HJJIiIiIoO01tD5n939nQBm9mLg7Wb2G+7+7pW82N1fuNzjZvZ64PuAF7j3uQXPJmRV2EyqdTwDYcVbTiZusMbRC5qlLiIiIpfbqsZ0mtnR3vvdwFnd/l/AS4DrzOxP1lowM3sJ8BbgFe4+udbzbSbdMZXld1uwlufyoiXlrutraOlU5BQREZHLbbVNZqO9d8zsDnd/Uve+u88C/97MDq1D2X4dyIG/qibWfNLdf3wdzrvhetfn7PIVdpknMaHTWVujb9DGQyIiInKZrTZ0Lkw7i87acfejix1f1YXcr13rOTajcvJQIABFz37rK225DARCVl9TS2cwTSQSERGRy2utSyZtm3GWl1N39rhVb//CALhcIDSHrN5ccxkUOkVERORyWm1LZ8vMjgNfqb4yM3sy8MWeNTWFS2xliRGrqUNW7U7UmXvd8kIo1/kUERER2UpWGzp3ATdXX08G7gI+BXTM7EvAZ9z9J9azgNtRGTfD3ESi1ci9wEK2puurlVNERGTrOf/NBl99xZM3uhh9W1XodPeTwIeqLwDMLANuogyhN69bybYxq9oqi0UiZ7mI0jI6TpKsLTZqRKeIiIhcbuuxXeUM8NnqS1agnLke5maxd4+tiAdslfu1L3Z9ERERkctJgwMHbGGrolU5vzuZaLFF4ZcLhQHDwtpDp1o7RURE5HJS6LzMrNoPqNvauVohVK9fw5JJIiIiIpebQucGsGqFzgv2W1/ha0MMa1mic1XXEhEREVkvCp0bIODVGp2rX+bUMEyro4qIiMgWo9C5YRZ/6y811tK82sZSREREZAtR6NwQ5TSipI+WzpXu0b4cTSISERGRy02hcwN0dyHqJ/oZVgbPNV1fRERE5PJS6NwAvbPWVxsAgxlBM9dFRERki1HovIy6bZvWc6u/E621e11ERETk8lLo3ABrGVMZQoA1dq+LiIiIXG4KnRvE6G9nIC9Xhl/ztUVEREQuJ4XODTHfzb7qV5phmkgkIiIiW4xC54bqI3QqMoqIiMgWlGx0AXaiNSV9zVwXERGRLUgtnZeZzY3mhHjBsZW+Hi2ZJCIiIluOQucGCHMhcz48rjRGrnU8p4iIiMhGUOjcII6zVNS8VMvn2nckUkupiIiIXF4KnRugd6mkVQdAM0zd6yIiIrLFKHRuCK++Vk+BU0RERLYizV7fIPPTiURERES2P7V0bqg+WzsVV0VERGSLUejcEBfPXhcRERHZzhQ6N4ipg11ERER2EIXODaCoKSIiIjuNQueG0ALvIiIisrModG4I6/l/ERERke1PoXODaAa6iIiIbFZm5mb2ez33EzM7bmbv7/ecCp0bQi2dIiIisqmdA24ys3p1/0XA/Ws5oULnBphv5dTYThEREdm0/gL43ur2jwB/2H3AzHab2V+Z2WfN7P8zs3vNbGK5kyl0bhC1dYqIiMgGmjCzz/R8vXGR5/wR8GozqwFPBD7V89i/AT7o7rcA7wUOX+qC2gZzw6iVU0RERDbMCXe/dbknuPsXzOwqylbOP1/w8LOB76+e9wEze+xSF1To3CBGf7FTE5BERETkMnof8P8AzwPGe46vOpCoe33DXBg5Vxom3dVCKiIiIpfNO4FfcPcvLjj+MeBVAGb2PcDYpU6k0LmB+mm1NFNLp4iIiFwe7n6fu//qIg/9PPA9ZvZZ4KXAA8CZ5c6l7nURERERuYC7txY59iHgQ9XdU8CL3b1tZs8Avtvdp5c7p0LnhlEjs4iIiGxZh4H/bmYBmAF+7FIvUOjcAJoMJCIiIluZu98JPHk1r1Fz24bQZCARERHZWRQ6N4RCp4iIiOwsCp0iIiIiMnAKnRtCm2CKiIjIzqLQuUE0mUhERER2EoVOERERERk4hc4NoDZOERER2WkUOjeEZq+LiIjIzqLQuSHU1ikiIiI7i0KniIiIiAycQqeIiIiIDJxCp4iIiIgMnEKniIiIiAycQucGsLkdiTShSERERHYGhU4RERERGTiFThEREREZOIXODaBOdREREdlpNn3oNLM3m5mb2cRGl2W9uHYkEhERkR1mU4dOMzsEvAj49kaXRURERET6t6lDJ/ArwL9Am5WLiIiIbGmbNnSa2SuA+939jhU8941m9hkz+8zx48cvQ+lEREREZDWSjby4mf01sG+Rh94G/CzwPSs5j7u/A3gHwK233qpWUREREZFNZkNDp7u/cLHjZvYE4Ahwh5kBXAF81sye5u4PXsYiDoQWhRcREZGdZkND51Lc/YvAnu59M7sHuNXdT2xYoUREREQ20qlj8Gc/v9Gl6NumHdMpIiIiItvHpmzpXMjdr9roMoiIiIhI/9TSKSIiIiIDp9ApIiIiIgOn0CkiIiIiA6fQKSIiIiIDp9ApIiIiIgOn0LkBtDS8iIiI7DQKnRvA0U6dIiIisrModIqIiIjIwCl0ioiIiMjAKXSKiIiIyMApdG4A01QiERER2WEUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERETkImZ2hZn9qZndaWZ3mdmvmlnW7/kUOkVERETkAmZmwHuAP3H364DHAS3g3/V7ToVOEREREVno+cB5d/9tAHfvAP8MeIOZNfo5oUKniIiIyM4zYWaf6fl644LHbwRu7z3g7qeBbwPX9nPBpL9yioiIiMgWdsLdb13mcQN8FccvSS2dIiIiIrLQl4ELQqmZDQOHgLv6OaFCp4iIiIgs9DdAw8xeB2BmEfhl4HfcfbKfEyp0ioiIiMgF3N2B7wd+2MzuBL4BnAd+tt9zakyniIiIiFzE3Y8CL1+v86mlU0REREQGTqFzAxi20UUQERERuawUOjeA97fSgIiIiMiWpdApIiIiIgOn0CkiIiIiA6fQKSIiIiIDp9ApIiIiIgOn0CkiIiIiA6fQKSIiIiIDp9C5AbROp4iIiOw0Cp0iIiIiMnAKnSIiIiIycAqdIiIiIjJwCp0iIiIiMnAKnSIiIiIycAqdIiIiIjJwCp0iIiIiMnAKnSIiIiIycAqdIiIiIjJwCp0iIiIiMnAKnSIiIiIycAqdIiIiIjJwCp0iIiIiMnAKnSIiIiIycAqdIiIiIjJwCp0iIiIiMnDm7htdhnVlZseBe1fxkgngxICKs5nt1HrDzq37Tq037Ny6q947z06t++Wo95XuvnvA11iWmX2Asq7r4YS7v2SdzrUi2y50rpaZfcbdb93oclxuO7XesHPrvlPrDTu37qr3zrNT675T673VqHtdRERERAZOoVNEREREBk6hE96x0QXYIDu13rBz675T6w07t+6q986zU+u+U+u9pez4MZ0iIiIiMnhq6RQRERGRgVPoFBEREZGB27Gh08xeYmZfN7NvmtlbN7o8a2Vmh8zsb83sq2b2ZTP76er4z5nZ/Wb2+errZT2v+Zmq/l83sxf3HH+KmX2xeuztZmYbUafVMLN7qjJ/3sw+Ux3bZWZ/ZWZ3Vt/Hep6/5etuZo/v+Vw/b2anzexN2/UzN7N3mtnDZvalnmPr9hmbWW5mt1XHP2VmV13WCi5hiXr/JzP7mpl9wczea2aj1fGrzGyq57P/zZ7XbKl6w5J1X7ef781a9yXqfVtPne8xs89Xx7fNZ25L/x7b9v/Odwx333FfQATuAq4GMuAO4IaNLtca67QfuKW6PQR8A7gB+DngzYs8/4aq3jlwpHo/YvXYp4FnAAb8BfDSja7fCup/DzCx4Nh/BN5a3X4r8Evbse5VuSPwIHDldv3Mge8CbgG+NIjPGPi/gN+sbr8auG2j67xMvb8HSKrbv9RT76t6n7fgPFuq3svUfd1+vjdr3Rer94LHfxn419vtM2fp32Pb/t/5TvnaqS2dTwO+6e7fcvcZ4I+AV25wmdbE3R9w989Wt88AXwUOLvOSVwJ/5O7T7n438E3gaWa2Hxh29094+a/yvwH/YLClH5hXAr9b3f5d5uuxHev+AuAud19uN64tXW93/wjw6ILD6/kZ957r3cALNkOL72L1dve/dPd2dfeTwBXLnWMr1huW/MyXsq0/866qfK8C/nC5c2zRei/1e2zb/zvfKXZq6DwIHO25fx/LB7QtpeoueDLwqerQT1bdcO/s6ZZY6j04WN1eeHyzc+Avzex2M3tjdWyvuz8A5X/MgD3V8e1Wdyj/Yu/9JbQTPnNY38947jVVoDsFjA+s5OvnDZQtOV1HzOxzZvZhM3tOdWy71Xu9fr63Yt2fAzzk7nf2HNt2n/mC32P6d75N7NTQudhfNdti7SgzawH/A3iTu58GfgO4BrgZeICyWwaWfg+26nvzLHe/BXgp8E/M7LuWee62qruZZcArgD+uDu2Uz3w5/dR1y70PZvY2oA28qzr0AHDY3Z8M/HPgD8xsmO1V7/X8+d5qdQf4ES78A3PbfeaL/B5b8qmLHNuOn/m2sVND533AoZ77VwDHNqgs68bMUsp/qO9y9/cAuPtD7t5x9wL4LcqhBbD0e3AfF3bVbYn3xt2PVd8fBt5LWc+Hqm6WblfTw9XTt1XdKYP2Z939Idg5n3llPT/judeYWQKMsPKu3cvOzF4PfB/w2qoLkaqb8ZHq9u2UY9wexzaq9zr/fG+puldl/AHgtu6x7faZL/Z7jB3873y72amh8++B68zsSNVK9GrgfRtcpjWpxqT8V+Cr7v7/9hzf3/O07we6syHfB7y6msl3BLgO+HTVdXHGzJ5enfN1wJ9elkr0ycyaZjbUvU05yeJLlHV8ffW01zNfj21T98oFLR874TPvsZ6fce+5fgj4YDfMbTZm9hLgLcAr3H2y5/huM4vV7asp6/2t7VJvWPef7y1Vd+CFwNfcfa7reDt95kv9HmOH/jvfltY6E2mrfgEvo5wZdxfwto0uzzrU59mUXQRfAD5ffb0M+D3gi9Xx9wH7e17ztqr+X6dntjJwK+V/yO8Cfp1q56rN+kW5CsEd1deXu58n5TidvwHurL7v2oZ1bwCPACM9x7blZ04ZrB8AZilbK/7xen7GQI1yiMI3KWe+Xr3RdV6m3t+kHJfW/bfenY37g9W/gTuAzwIv36r1Xqbu6/bzvVnrvli9q+O/A/z4gudum8+cpX+Pbft/5zvlS9tgioiIiMjA7dTudRERERG5jBQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RURERGTgFDpFREREZOAUOkVERERk4BQ6RUQ2CTObMLOPm9ldZva0S79CRGTrUOgUEdk8/nfgPZT7a//sBpdFRGRdKXSKyLZhZveY2Qs3+7XNzM3snJn9uwUPfQNIgQz4yoLXfNDMzpvZx9anxCIil5dCp4ismZn9jJn9+YJjdy5x7NWXt3Trb53C7ZPc/W0Ljv0F8NOUe0L/Xu8D7v584MfXeE0RkQ2j0Cki6+EjwLPMLAKY2T7KFrtbFhy7tnquLO45wF7gUeCHNrgsIiLrSqFTRNbD31OGzJur+98F/C3w9QXH7nL3Y2b21mqyzBkz+4qZfX/3RNVj7+49uZn9qpm9vbp9wMz+h5kdN7O7zeynlirUcs+tWivfbGZfMLNTZnabmdV6Hr/FzD5XlfGPq8d/0cx+DzgM/JmZnTWzf9FzyZuXOt8KvZaylfO/Aq9Z5WtFRDY1hU4RWTN3nwE+RRksqb5/FPjYgmPdVs67KFv1RoCfB37fzPZXj/0h8DIzGwaoWkpfBfyBmQXgz4A7gIPAC4A3mdmLF5Zphc99FfAS4AjwROD/qF6bAe8FfgfYVZXp+6u6/kPg28DL3b3l7v/xUudbieqaPwS8q/q63sxuWenrRUQ2O4VOEVkvH2Y+YD6HMnR+dMGxDwO4+x+7+zF3L9z9NuBO4GnVY/cCnwX+QfW65wOT7v5J4KnAbnf/BXefcfdvAb8FLDZOdCXPfXtVjkcpA+rN1fGnA0n1+Ky7v4eyBfJSljrfSryUMoTf5u53AF9GrZ0iso0odIrIevkI8GwzG6MMe3cCHweeWR27qXoOZvY6M/u8mZ00s5PVYxM95/oD4Eeq26+p7gNcCRzovq567c9SjoNcaCXPfbDn9iTQqm4fAO53d+95/OgK3oOlzrcSrwX+xt0fqu7/AfDqqsVWRGTLSza6ACKybXyCsqXujcDfAbj7aTM7Vh075u53m9mVlC2OLwA+4e4dM/s8YD3n+mPgl83sCspu7WdUx48Cd7v7dSsoz2qeu9ADwEEzs57geYhyWACAL/6y/lRDCV4OdMysG1wzYAx4LuX4WBGRLU1/QYvIunD3KeAzwD+n7Fbv+lh1rDues0kZ2o4DmNk/omzp7D3XceBDwG9TBsevVg99GjhtZm8xs7qZRTO7ycyeukiRVvPchT4BdICfNLPEzF5J1f1feQi4egXnWakfAKaAGyi75G+ubn+AsgVURGTLU+gUkfX0YWAPZdDs+mh17CMA7v4V4Jcpg91DwBOoWkYX+APghcx3rePuHcoWwZuBu4ETwH+hbGG9wGqeu8hrZyiD4D8GTlLuFPR+YLp6yr8H/mXVbf/mS51vBV4L/La7f9vdH+x+Ab8G/KCZ5etwDRGRDWUXDlkSEZHFmNmngN90999eh3Odpwywb3f3f7XC1/wV5QSnT7v7C9ZaBhGRy02hU0RkEWb2XMp1Rk9QtkT+JnC1uz+woQUTEdmiNJFIRGRxjwf+O+UM9LuAH1LgFBHpn1o6RURERGTgNJFIRERERAZOoVNEREREBk6hU0REREQGTqFTRERERAZOoVNEREREBk6hU0REREQGTqFTRERERAbu/weM/qAI+YR86QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(distance=100 * u.Mpc);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Hiding modeled spectrum\n", "By default, the modeled spectrum is shown in SDEC plot. You can hide it by setting `show_modeled_spectrum=False`." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:57.262440Z", "start_time": "2021-02-12T14:06:55.826776Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(show_modeled_spectrum=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Additional plotting options" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:57.268198Z", "start_time": "2021-02-12T14:06:57.264187Z" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method generate_plot_mpl in module tardis.visualization.tools.sdec_plot:\n", "\n", "generate_plot_mpl(packets_mode='virtual', packet_wvl_range=None, distance=None, show_modeled_spectrum=True, ax=None, figsize=(12, 7), cmapname='jet', nelements=None, species_list=None) method of tardis.visualization.tools.sdec_plot.SDECPlotter instance\n", " Generate Spectral element DEComposition (SDEC) Plot using matplotlib.\n", " \n", " Parameters\n", " ----------\n", " packets_mode : {'virtual', 'real'}, optional\n", " Mode of packets to be considered, either real or virtual. Default\n", " value is 'virtual'\n", " packet_wvl_range : astropy.Quantity or None, optional\n", " Wavelength range to restrict the analysis of escaped packets. It\n", " should be a quantity having units of Angstrom, containing two\n", " values - lower lambda and upper lambda i.e.\n", " [lower_lambda, upper_lambda] * u.AA. Default value is None\n", " distance : astropy.Quantity or None, optional\n", " Distance used to calculate flux instead of luminosity in the plot.\n", " It should have a length unit like m, Mpc, etc. Default value is None\n", " show_modeled_spectrum : bool, optional\n", " Whether to show modeled spectrum in SDEC Plot. Default value is\n", " True\n", " ax : matplotlib.axes._subplots.AxesSubplot or None, optional\n", " Axis on which to create plot. Default value is None which will\n", " create plot on a new figure's axis.\n", " figsize : tuple, optional\n", " Size of the matplotlib figure to display. Default value is (12, 7)\n", " cmapname : str, optional\n", " Name of matplotlib colormap to be used for showing elements.\n", " Default value is \"jet\"\n", " nelements: int\n", " Number of elements to include in plot. Determined by the\n", " largest contribution to total luminosity absorbed and emitted.\n", " Other elements are shown in silver. Default value is\n", " None, which displays all elements\n", " species_list: list of strings or None\n", " list of strings containing the names of species that should be included in the SDEC plots.\n", " Must be given in Roman numeral format. Can include specific ions, a range of ions,\n", " individual elements, or any combination of these:\n", " e.g. ['Si II', 'Ca II', 'C', 'Fe I-V']\n", " \n", " Returns\n", " -------\n", " matplotlib.axes._subplots.AxesSubplot\n", " Axis on which SDEC Plot is created\n", "\n" ] } ], "source": [ "# To list all avaialble options (or parameters) with their description\n", "help(plotter.generate_plot_mpl)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `generate_plot_mpl` method also has options specific to the matplotlib API, thereby providing you with more control over how your SDEC plot looks. Possible cases where you may use them are:\n", "\n", "- `ax`: To plot SDEC on the Axis of a plot you're already working with, e.g. for subplots.\n", "\n", "- `figsize`: To resize the SDEC plot as per your requirements.\n", "\n", "- `cmapname`: To use a colormap of your preference, instead of \"jet\"." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Interactive Plot (in plotly)\n", "If you're using the SDEC plot for exploration purposes, you should plot its interactive version by using `generate_plot_ply()`. This not only allows you to zoom & pan but also to inspect data values by hovering, to resize scale, etc. conveniently (as shown below).\n", "\n", "![Interactions possible with SDEC plotly plot](../images/sdec_ply_interaction.gif)\n", "\n", "\n", "This method takes the exact same arguments as `generate_plot_mpl` except a few that are specific to the plotting library. We can produce all the plots above in plotly, by passing the same arguments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Virtual packets mode" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:00.696250Z", "start_time": "2021-02-12T14:06:57.271268Z" } }, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "fillcolor": "black", "mode": "none", "name": "No interaction", "stackgroup": "emission", "type": "scatter", "x": [ 20000, 19922.303018228908, 19845.207382417146, 19768.706138183254, 19692.792437967706, 19617.4595389897, 19542.700801250732, 19468.50968558357, 19394.87975174554, 19321.804656554923, 19249.278152069295, 19177.294083804773, 19105.846388995033, 19034.92909488912, 18964.536317087048, 18894.66225791214, 18825.301204819276, 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"xaxis": { "exponentformat": "none", "title": { "text": "$\\text{Wavelength}\\,[\\mathrm{\\mathring{A}}]$" } }, "yaxis": { "exponentformat": "e", "title": { "text": "$L_{\\lambda}\\,[\\mathrm{erg\\,s^{-1}\\,\\mathring{A}^{-1}}]$" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_ply(packet_wvl_range=[2000, 8000] * u.AA, species_list = ['Si II', 'S I-V', 'Ca'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a similar manner, you can also use `show_modeled_spectrum` and `distance` argument in plotly plots." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Additional plotting options" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `generate_plot_ply` method also has options specific to the plotly API, thereby providing you with more control over how your SDEC plot looks. Possible cases where you may use them are:\n", "- `fig`: To plot the SDEC plot on a figure you are already using e.g. for subplots.\n", "- `graph_height`: To specify the height of the graph as needed.\n", "- `cmapname`: To use a colormap of your preference instead of \"jet\"." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:02.873280Z", "start_time": "2021-02-12T14:07:02.869724Z" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method generate_plot_ply in module tardis.visualization.tools.sdec_plot:\n", "\n", "generate_plot_ply(packets_mode='virtual', packet_wvl_range=None, distance=None, observed_spectrum=None, show_modeled_spectrum=True, fig=None, graph_height=600, cmapname='jet', nelements=None, species_list=None) method of tardis.visualization.tools.sdec_plot.SDECPlotter instance\n", " Generate interactive Spectral element DEComposition (SDEC) Plot using plotly.\n", " \n", " Parameters\n", " ----------\n", " packets_mode : {'virtual', 'real'}, optional\n", " Mode of packets to be considered, either real or virtual. Default\n", " value is 'virtual'\n", " packet_wvl_range : astropy.Quantity or None, optional\n", " Wavelength range to restrict the analysis of escaped packets. It\n", " should be a quantity having units of Angstrom, containing two\n", " values - lower lambda and upper lambda i.e.\n", " [lower_lambda, upper_lambda] * u.AA. Default value is None\n", " distance : astropy.Quantity or None, optional\n", " Distance used to calculate flux instead of luminosity in the plot.\n", " It should have a length unit like m, Mpc, etc. Default value is None\n", " show_modeled_spectrum : bool, optional\n", " Whether to show modeled spectrum in SDEC Plot. Default value is\n", " True\n", " fig : plotly.graph_objs._figure.Figure or None, optional\n", " Figure object on which to create plot. Default value is None which\n", " will create plot on a new Figure object.\n", " graph_height : int, optional\n", " Height (in px) of the plotly graph to display. Default value is 600\n", " cmapname : str, optional\n", " Name of the colormap to be used for showing elements.\n", " Default value is \"jet\"\n", " nelements: int\n", " Number of elements to include in plot. Determined by the\n", " largest contribution to total luminosity absorbed and emitted.\n", " Other elements are shown in silver. Default value is\n", " None, which displays all elements\n", " species_list: list of strings or None\n", " list of strings containing the names of species that should be included in the SDEC plots.\n", " Must be given in Roman numeral format. Can include specific ions, a range of ions,\n", " individual elements, or any combination of these:\n", " e.g. ['Si II', 'Ca II', 'C', 'Fe I-V']\n", " Returns\n", " -------\n", " plotly.graph_objs._figure.Figure\n", " Figure object on which SDEC Plot is created\n", "\n" ] } ], "source": [ "# To list all avaialble options (or parameters) with their description\n", "help(plotter.generate_plot_ply)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using simulation saved as HDF\n", "Other than producing the SDEC Plot for simulation objects in runtime, you can also produce it for saved TARDIS simulations." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:11.208646Z", "start_time": "2021-02-12T14:07:02.875293Z" } }, "outputs": [], "source": [ "hdf_plotter = SDECPlotter.from_hdf(\"demo.hdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This `hdf_plotter` object is similar to the `plotter` object we used above, so you can use each plotting method demonstrated above with this too." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:13.724626Z", "start_time": "2021-02-12T14:07:11.237970Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Static plot with virtual packets mode\n", "hdf_plotter.generate_plot_mpl();" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:14.722694Z", "start_time": "2021-02-12T14:07:13.727019Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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