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@jbwhit
Created April 15, 2014 07:24
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{
"metadata": {
"name": "",
"signature": "sha256:168bc43a2fce9b170eafdcfec040fe7479f52788fd0ff5f51df0c02a6ab160e8"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"import numpy as np\n",
"import pyfits as pf\n",
"import pylab as pl\n",
"import dateutil\n",
"from scipy.constants import c\n",
"from glob import glob\n",
"pl.rcParams['figure.figsize'] = 16, 8"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 119
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# d is the \"attached\" one. \n",
"header = {}\n",
"for letter in [\"a\", \"b\", \"c\", \"d\", \"e\", \"f\", \"g\", \"h\", \"i\", \"j\", ]:\n",
" for setting in [\"390\", \"580\"]:\n",
" key = letter + setting\n",
" header[key] = pf.open(key + \".fits\")[0].header"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 120
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"exposure = {}\n",
"for letter in [\"a\", \"b\", \"c\", \"d\", \"e\", \"f\", \"g\", \"h\", \"i\", \"j\", ]:\n",
" exposure[letter] = {}\n",
" file390, file580l, file580u = sorted(glob(\"2013-05-15-fxb_hd76440_sci_*\" + letter + \".fits\"))\n",
" filehandles = [file390, file580l, file580u, ]\n",
" for filenumber, setting in enumerate([\"390\", \"580l\", \"580u\"]):\n",
" hdu = pf.open(filehandles[filenumber])\n",
" print letter, filehandles[filenumber]\n",
" exposure[letter][setting] = {}\n",
" for index, table in enumerate(hdu):\n",
" try:\n",
" exposure[letter][setting][index] = {}\n",
" exposure[letter][setting][index]['wav'] = table.data[0]\n",
" except:\n",
" pass\n"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"a 2013-05-15-fxb_hd76440_sci_390_01_b_up_a.fits\n",
"a"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_a.fits\n",
"a"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_a.fits\n",
"b"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_b.fits\n",
"b"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_b.fits\n",
"b"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_b.fits\n",
"c"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_c.fits\n",
"c"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_c.fits\n",
"c"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_c.fits\n",
"d"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_d.fits\n",
"d"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_d.fits\n",
"d"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_d.fits\n",
"e"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_e.fits\n",
"e"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_e.fits\n",
"e"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_e.fits\n",
"f"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_f.fits\n",
"f"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_f.fits\n",
"f"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_f.fits\n",
"g"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_g.fits\n",
"g"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_g.fits\n",
"g"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_g.fits\n",
"h"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_h.fits\n",
"h"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_h.fits\n",
"h"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_h.fits\n",
"i"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_i.fits\n",
"i"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_i.fits\n",
"i"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_i.fits\n",
"j"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_390_01_b_up_j.fits\n",
"j"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_l_up_j.fits\n",
"j"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 2013-05-15-fxb_hd76440_sci_580_01_u_up_j.fits\n"
]
}
],
"prompt_number": 121
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"\n",
"letter_one = \"d\"\n",
"letter_two = \"a\"\n",
"# for letter_two in [\"a\", \"b\", \"c\", \"d\", \"e\", \"f\", \"g\", \"h\", \"i\", \"j\", ]:\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" pl.plot(exposure[letter_one][setting][order]['wav'], \n",
" (exposure[letter_one][setting][order]['wav'] - exposure[letter_two][setting][order]['wav']) / exposure[letter_one][setting][order]['wav'] * c)\n",
"\n",
"pwav = np.arange(3000, 7000)\n",
"plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5)\n",
" \n",
"pl.ylim(-800.0, 800.0)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 122,
"text": [
"(-800.0, 800.0)"
]
},
{
"metadata": {},
"output_type": "display_data",
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iIiIiIpJgoPU5UWBUaTkGVCq0wqPHNhRKpeVYdjoMtEREREREZIOB1sfEy1/VW46FN5Zz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\nKqGgJYQQQgghhBCSSv5/e58l38TXm7YAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x114273410>"
]
}
],
"prompt_number": 122
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"letter_two = \"a\"\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" pl.plot(exposure[letter_one][setting][order]['wav'], \n",
" (exposure[letter_one][setting][order]['wav'] - exposure[letter_two][setting][order]['wav']) / exposure[letter_one][setting][order]['wav'] * c)\n",
"pwav = np.arange(3000, 7000)\n",
"plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5) \n",
"pl.ylim(-800.0, 800.0)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 123,
"text": [
"(-800.0, 800.0)"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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KHaZpH1Y5FIqIiIiqESu0NGFcV2hNU7yGVlr5FMdLlaFQhll8bO4Bsm17bKYc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\nKqGgJYQQQgghhBCSSv5/e58l38TXm7YAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x1142732d0>"
]
}
],
"prompt_number": 123
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"letter_two = \"b\"\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" pl.plot(exposure[letter_one][setting][order]['wav'], \n",
" (exposure[letter_one][setting][order]['wav'] - exposure[letter_two][setting][order]['wav']) / exposure[letter_one][setting][order]['wav'] * c)\n",
"pwav = np.arange(3000, 7000)\n",
"plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5) \n",
"pl.ylim(-800.0, 800.0)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 124,
"text": [
"(-800.0, 800.0)"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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rVRQKwSiyTNDWjJpc0Aru0LAs5FQ1YkstIRIiv304QwtwhpYQ0oaRY0KSh5Hj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sQw31CK2+heJaqgGN0Oq6jlAohHQ6jUQiUbYbAwhcoV0qLKFP7y0T2jdsfwM+tOdDCMkh3Lj1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\nOd61axe+973vYW5uDj/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FUCgeoWW27SFMfqrqFGvAUmhZlmOWQsuzHDel0NKIOaMWGGje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\nL1GCVqFQKBQKhUKhUCgUvuT/A5PsPQxFQsfgAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x111616550>"
]
}
],
"prompt_number": 124
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"letter_two = \"e\"\n",
"midpoint_range = 20\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range], \n",
" (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c)\n",
"\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.scatter(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]), np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c))\n",
"letter_one = \"d\"\n",
"letter_two = \"c\"\n",
"midpoint_range = 20\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range], \n",
" (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c)\n",
"\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.scatter(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]), np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c))\n",
" \n",
"pwav = np.arange(3000, 7000)\n",
"plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5) \n",
"pl.ylim(-800.0, 800.0)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 125,
"text": [
"(-800.0, 800.0)"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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lTadixXDy8u4iLa0lU6ZMCXRMEfmTnE4nTZs2pW3btoVlFiA0NBTIgGNuiMnB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\nRK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x11163ed10>"
]
}
],
"prompt_number": 125
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"letter_two = \"c\"\n",
"midpoint_range = 20\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range], \n",
" (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c)\n",
"\n",
"for setting in [\"390\", \"580l\", \"580u\"]:\n",
" for order in range(len(exposure[letter_one][setting]) - 1):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.scatter(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]), np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c))\n",
" \n",
"pwav = np.arange(3000, 7000)\n",
"plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5) \n",
"pl.ylim(-800.0, 800.0)\n",
"\n",
"print header[letter_one + \"390\"][\"DATE\"] - header[letter_two + \"390\"][\"DATE\"]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"ename": "TypeError",
"evalue": "unsupported operand type(s) for -: 'str' and 'str'",
"output_type": "pyerr",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-126-ae7ab8a87f56>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0mpl\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m800.0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m800.0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m \u001b[0;32mprint\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mletter_one\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\"390\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"DATE\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mletter_two\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\"390\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"DATE\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for -: 'str' and 'str'"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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5EePz+ezYsWN28uTJ8/ZbXl4e359ikJmZafffP8CqVGlgrVp1tE2bNpmZ2YoV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\n",
"text": [
"<matplotlib.figure.Figure at 0x103429510>"
]
}
],
"prompt_number": 126
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"midpoint_range = 20\n",
"#for letter_two in [\"a\", \"b\", \"c\", \"d\", \"e\", \"f\", \"g\", \"h\", \"i\", \"j\", ]:\n",
"# for setting in [\"390\", \"580l\", \"580u\"]:\n",
"# for order in range(len(exposure[letter_one][setting]) - 1):\n",
"# midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
"# pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range], \n",
"# (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c)\n",
"# colors = plt.cm.coolwarm(scaled_z)\n",
"# for _, letter_two in enumerate([\"a\", \"b\", \"c\", \"e\", \"f\", \"g\", \"h\",]):\n",
"for _, letter_two in enumerate([\"c\", \"d\", \"e\", \"f\", \"g\", \"h\",]):\n",
" time1 = dateutil.parser.parse(header[letter_one + \"390\"][\"DATE\"])\n",
" time2 = dateutil.parser.parse(header[letter_two + \"390\"][\"DATE\"])\n",
" td = time1 - time2\n",
" total_hours = td.total_seconds() / 3600.0 + 4.0\n",
" total_hours = total_hours / 5.0\n",
" for setindex, setting in enumerate([\"390\", \"580l\", \"580u\"]):\n",
" first = []\n",
" second = []\n",
" for index, order in enumerate(range(len(exposure[letter_one][setting]) - 1)):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" first.append(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]))\n",
" second.append(np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c))\n",
" #pl.scatter(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]), \n",
" # np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c), \n",
" # color=cm.jet(total_hours), \n",
" # label=str(header[letter_two + \"390\"][keyvalue]) if (index == 0) and (setindex == 0) else \"\")\n",
" pl.plot(first, second, color=cm.jet(total_hours), \n",
" label=str(round(td.total_seconds() / 60.0, 1)) + \" minutes\" if (setindex == 0) else \"\")\n",
" pl.scatter(first, second, color=cm.jet(total_hours), )\n",
" # label=str(header[letter_two + \"390\"][keyvalue]) if (setindex == 0) else \"\") \n",
" \n",
" #print td.total_seconds() / 3600.0\n",
"pl.legend(prop={'size':20.0})\n",
"pwav = np.arange(3000, 7000)\n",
"pl.plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5)\n",
"pl.vlines(3900.0, -1000, 1000, color=\"black\", alpha=0.5)\n",
"pl.vlines(5800.0, -1000, 1000, color=\"black\", alpha=0.5)\n",
"pl.xlabel(\"Wavelength (Angstroms)\", fontsize=25.0)\n",
"pl.ylabel(r\"$\\Delta$v (m/s)\", fontsize=25.0)\n",
"pl.xticks(fontsize=25.0)\n",
"pl.yticks(fontsize=25.0)\n",
"pl.ylim(-500.0, 500.0)\n",
"pl.xlim(3000, 7000)\n",
"pl.tight_layout()\n",
"pl.savefig(\"2014-04-08-thar-solution-subtraction.pdf\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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ECcBUgNnT0/O212XN7ElISMi1P1Cg/iIiIiIiIlJyzZo1C6PRyOzZsy0dihRzpSrBk5CQ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\nEQoE5HRts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1iAWvPghpxP6/eVkwsMXAAFS2PHt8+LAJeyXR20fBfq9bIve2ghEXtnsq1h\nPaLd3ah45hw1z19DNXKnfVng6qrh/NnmOZK1GlQGA7qkRIbtu0++ZiMBiQckbmDRRBDDOv1BDBqr\n82mEMpHQPF8bAvCxd9ea3p7EhyGEFiqELjGJQmH3UTl63s1smQa7Z0mbbyZ/cRixynF5gx4m1nHQ\n9/jSsVUbiEjz11D7e+XtzbaWq9ZcOwQLhtuv885We/HSTHKiCOSp69blWyjb2PE6AOsnO+4bDVli\nVzQyMpKVK1fy6quvpr29R+HweRgk1i3psf4bUz2tXqhp1NOGtPoUQROhggOhYM9KWDIF3pgOHm7w\nS3fHfb0CJdPfr8Pr4QZdJqd/PcysHi8ijTVFqsKA+Y9eF9LvG2aEWa/IRxdraveAFx2HsrBj1zzY\n9I1tn8QIfHIk4xZQaz4XK05rAipJ25VR9s6FLd/btqsevvKxM6Ok1Sd8aZxFYNQnS+DkI1vg2BZ5\nnqo3hxrNoWxtaZ8z0894FN+3lg8mZjRasUxtOCBz29nxNyydKP1KN0iJyf/KL1DuMVvyPQHUajVV\nqlTJ+wKPQubIToGnRw/LF8jKlStTuXImH9anjT/62Xa8FRQUci+qNCaQTpnB9Nc8Kdji5Aydv4Z8\nRXK6JtnP4SVwaKHtAFBB4QkT76wjxN+fWwH+3AwIIMbNnYDQEIrcDqHIrdv4hIcr0XmyC08/6PmT\n3ezo6Gi2bdtG+/bts77tPweJhbOCgkLuxIBYpJasmdM1yRKnTp3i1KlTgAg8CxYsyFUCz7MV4jqH\nKFq0aMr/YWFhaQo8YWFhKf8XKeK4A79w4cLsrVxeJ2GDKOfmr9xObvD+DrHIuXYQ9CYLDBcvGHNa\nzM3DLokJpUoN7r4w9ry4GN27aJqvkvnjL4lb1ZU9FksOF0/47AxsnCK+7ommuCBOruLmkRxvMTcF\n+ZLS6j1o+xF8VlZcqwx6+bKQrxiMOyfxFVZ8YrtO/3nyRfezchB5y7KOdwCMOy9f61JM/LHEj+g2\nBdZNMll9WC0btAiqtherl4MLbc/XB3skBslvPeHYcouVkc5NvhT7VxS3g12zbI/37c3iQ7//L5g/\n2HZ/3b6TuA7hN2FcJTF3BvmiHdgY3jYFw531ssQDst7nR4egcAW4d1nc0BJNAp7WRSxbhgXL7y0/\nwPLRluXm82aO8fNrd4mFYb3t0UegUDn5PeV5sWqxvrZjz1lMuKe/BGc3pnxVW3TNmSofr6BSI5N1\nzapxsOFrq3PiJnWraAo4fPOYWBtYn7O6PW0tRb5vDRd3WL7cOXvIfWqOAxJ2RVxNUs6Bs5huD19p\n2caRpTCnj+357/gFtHzbUmb7z7BkpO256jNb4guYsXbDM5fpPEm+1pi5e1HM1xNjxPRX4wyV2sHQ\nZdjw3XMQv9ci4EQ6w/sXbOOb3DgM8+qA2ihljIBnfRiRytJo12+wdii4m75qxWih3Uz7L0jWLnXm\n+g9cYB+z6PBiEYbTO06QGFdjK0iMKxDXnFL14b3t2LHkfTnH1ttM7SYH8hyPqyQui4ZkaYM8CsD4\nixbXQTMJMTCmLDy8I6KHWgu+RaH/8KczO0X9MvBNcPrPi9EobnM3j5vadpW4Xow7b2syfmWfuKuY\n2zmdm8Q2e/kH232u+BQ2TbHd54hV9qb5v/YQKzmbduowFE71Lv+9j8TgsN7vqH22rpAg7hTLRtne\nL/3+sLcIenAdxlcW1wGQ579sU7m3UrP4vVTvJDd4a4NYU1pj0MO4itK22NyDlxzH/xpTRtwOzPdg\nwTLiBp3663hyoryvIm5a3lde/jD+gmO3oj/6y1dz63fRqL1iPZCakNNiHWF9nWp2gf/9aV8WYM0E\nWPeV7fkdssxiGZmKyAUDmNq4MLf8C6MyGum2Yg3vN/gWAqoQSSznuMVZbnKWW5whEWNCNNFOqhQr\nKl1CIj2iStOsYBouVxd3wg9txV3IXJ/nR4hlb1p81wIu77Z6N3jC2DNpi7uxEdJexN6X50TjJG7e\nHx9LO25XTLj0S2IfWNYpXBE+Ppq+a9DXDeHGIcu709Vb3p1pxeYAW1cc8zloNRQ62MdLefDgARER\nEXTtmoVYKmaMux330VI/D6k5u0n6fTb1fN/eEtQR3zU3XTPTeXnUNQM4uB4mvgqFAaMp8L9KI+5+\n486n7ZJnTVauh5kTq6V9s743X/wM2jqIXeeIf96W2DWO+oYZYWABSLwP8Yg1sB5QuYvVWZTpXvYu\nAF6+Mln/7+ULt8/DvhnghPQjkoEEFfSeBpFhEHkPIu5Z/kaFyXydC3gXlBgwdy5BUpiMiDWY+jY+\n8PlOyO8PHvke7Sp346i4yhtMVjNGlcTyGZhGG5UW/3MCbbL0h2IRS+RkF6jaRFyvnusIfmnEiTOT\nmX7Go/h7OOyZY/tOe3db5mMUxUfDO75gTLT099Su8NaYjLkS5kJSt08LFmTC4usJoBk7duzYnK7E\n047RaExJex4UFJSmwLN582bWr1+PTqdj4sSJdsvHjRuHcrlSUbGNmCNG3JCXaL85Emy4ZleJTRL7\nQDo5Q5dLjJVa3cXsPP6hBIEcvlICmdXqZjW/qrhB5AuQ4Jx3zksH168cDFkq2yvfUkzx718Td4ne\nM2XgXaCUmPPeOGISXYaKeaVWJ3W6flgGCSXrwvAVEm+gVAN5od89Jy4JnSeJmbpGCzW7ybYS4yTw\n3fCVYvbpU0zqf/2gCB/P9Zcv+2o1lG4onfG7F0Wo6vot1DYNHCq1E5Ep8pZso/9cCDS5NlRpL4JM\nZIiYjw/4C0qaGvEKrcSc/sF1Od4+syxmx0WqSuyj2ydESHthtJiqq1Ri5l2xDVzdb9r/C9IpN/uk\nV3lJ4stEhkD+EhKXwBzgz91H3KWu7pcXVLUO4kZgfhmUrGc5b24+4l5Vr7fl3qjaQeobFSrbHrQA\niteyLK/RxfbaDl1mG+i0WkeJffHwLhQozakqw/GrVJ+CBU0DyTJNRdALuwweBWXwWL2jZX2vwhLL\n6doB6TjXeQV6/Gg7OK/RWYTF6HtQ0GQGbo4hBHJc5VvINlQqOaZ+c2xfiP4VRfi7dUwGaK3elxg9\n1h2S4nXkPgk9I9vs+Ll9bJOAyvJF9dZxuY6tPxCRyHo77vnFN//qAUAN1TuJ2W/qAK01esClyxBy\nB7SBMCDY9rhAhDTf+nB6EyQYoXBrGLDGflvFaoLKB86egkRvaDlOxMzUHa7SDaUzePeC3PddJkOd\nVDFXQOKceBZK/zhBOkKV25mO1SD38cC/HXe4y7eQwfD9q9KpNrcHqVGppQ26eVwG7UWrw7CVjuNC\naHUyiL1+SOIBlaov8UzcvO3LPg1k5HlRqaRNDD0tA1r/CiKqWgeRB3FXLVpDtqV1kcDvXSfbiRJJ\nJZsyYloFXl3+Bt+d6EO+Zl2p3cOBCFA1nXbKmiovSiyICFP7+r8/HQdoLVEX1E7ihufmI6439R3E\nanD1hgqtTW2gafv954nQkxq7d9IvFrHZGrt7sIa8Vxy5/Tk5Sxt1zTR4DGwEw5Y7HiSoNfIevXFE\nBnvFa5neVwXsy4I8W9bvov/NS3tQ6FlQ9n31gGU/vWakLXQGNpGPNfcuyf67T003OLVL+bY0W7OU\n1ovn0XH3Cco0/yLlurngRBF8qU4pWlKNupRhs+YsyWrLl1q9VkM+96JUp5TjHeQvDv6V5Vl2cpEA\nukFfph8wvUZnactiwkzvhqX2gqI1Ti4So+vaQTn2wMYwdGn6AVp1rvKeu3pAXD/KNpV4M48K5mzT\nv6og/atHxUwpUAqDXxmu6m9zzz8Ajxq90bYfK/djKuLi4jh+/DgNGvwH1420+miPokBp6Qdct+7D\nOa6nHTW6WK6ZdX8xPQICodJzsNiUJEGHCBTVBkDdDFowZeV6mClUDnyKw82j8oGpxdvwwocZz7KU\nXt/QEdGRcHgTrJklWcUuX4Y4owg0zojIU7sDfPoP9B0L/cZB9/egwzBo00/Sbzd4CWq2kPNWrz0c\n3QnR10SgSdbAoD/ghYFQ/XmJSdO0m6zbcZhsq/cnEvS3cRcRTq6cgjtXTesjokqCGg6shflfwNyx\nUt8tC2Dvaji2Fc4fhBvn4N4tiImEy6dhy0rQ6UW8iFZBXD6o8wLcuQY3zsKFwxJ8+PBG2LtSUouv\n+wNW/gyLp8D8zyE0EiKAh5gsmrUwYBK8OR0q1JN054/C3ManjGmqm9r4R8SfckSlNhJfKPyGrN9n\ndtoJC9JDqxPXuyOmDyXeJWH0XvBM4/2QB8ltY3TFResJkNk06SVLluTy5ct2y3NbACcFhWeJPJ0m\nXUFBwY53373JzJn3iI2V96qbm5pFi0rRvr19J3rz5oesWxeJn58TgwcXwMsrg/EdFJ46phDMWW5h\nMPmRqlDhjJYWVKMZVchPBrPePEMkoWcKwVwnDLXpfH1EN3yxFwufyjTp6XHvJvQJtIn5h84F5px/\ntLVGTqNPht9Gi/jh6gFDv4V6VoGzoyPgxA4RRY5vE1GkfF2o3gyqPS/iyBevSPxKlQpc3OGng1Ds\nEcKYNUajbP9+iGy7aBoZCdPizD54v4UpUQjg7AZv/gRtTR/BEuLgQSiEh8rfByGmv1b/3zwPsVH2\n285fGDzzy+Tla/nrleq3+e+7zSH0kiUGlLMbTN0BZWvZb1shV5HbxuiPtPOeMGECw4cPx9fX91FF\nM8S9e/eYMWMGn376abZsLy+g1Wpp3749K1euZOnSpQ4FHr1eT3CwuJ4EBaWTWUFBQUFBQUHhP7N0\naUSKuAMQG2tg8uQ7+PlpKVPGGR8f6SLNmhXGW2/dIDbWiLOzip9/vsfRoxXx8FBEnmeRAbRiEkuJ\nIg4DBmpRmpeoy1ZOMJYFVKIoLalGGfxt0rGDpHdPPe9ZYBPHuMpdkpBgwAkk8QebeRelv8uDUBF0\nrAUeVBB2M/cLPL98AKtmWsSRsV3F6ub+bRFdbl+Eig1E0Bk2VQQYXSoLxEkbYMNcOQdBI6BouczV\nQaWSIMNZpWJ9mPgv/DkBEuPFWqilVbB3Z1dJae+fhoUewOpfYfpbtgHLA8rA3AuZq8vENfBBaxGT\njEYYNkURdxSyxCMteNRqNa6urvTu3Zt33nmHihUrplc8TU6ePMnUqVOZP38+iYmJz1zK9M2bN9Oq\nlZhLb9y4kRYtbE0Yf/vtNwYPHoxareb8+fOULm2fdSK3qYMKCs8SigWPgsLTw8OHesqWPcWdO5aM\nJSoVlC/vjJubmgsXEnByUlGmjDNHjsSRlGR597q5qfn++6IMGvT0mJcrZA49Bu4SiTNa8ltZocSR\nyG7OspkT6NDSkmrUpyxbOcUy9pKMgeqUZBCtcObpSA+cEWazid2ctZmXHw++pp9d2WfOgicmCnoW\ns7UAUWvApzB0eh3aDxbrjtxIt0IQcdd2XuFSUufqzSSzk1PejLGSKZISxQro8jF5kRiNIlxVyoKb\nodEo8YI88j0b5+4pIbeN0R/pVDphwgRcXV2ZNWsWVapUoV27dgQHB3PlyhUMhrSzXej1ei5cuMDi\nxYtp3bo11apVY/bs2Xh4eDBhwoRsPYi8QIsWLahTR+KZdOnSheDgYGJiYggPD2f27NkMGzYMkKBN\njsQdBQUFBQUFhf9GYqKBadPuUrbsKapVc8XFRYVGA87OKgoW1LJlSzkOHapIZGR1zp6txNSpRTEY\nbDtt8fEGDh+OtZuv8OygQY0/PjbiDoArOlpSjQn0oisNOMRF3uV3/mEXiSRjwMBJrjEfB8Han2JK\n4YcWi8WbBjUlKJjOGtnA7X2w7SPY8wXE3Hl0+ZzC3UssSLx8Ja6Uly98tx2+WCmxW/qWge+GwLXT\nj97W48ZohEvHYOHXMLKVBC+2Rq2BFwZAz48kRs6zIlA46WDKVhjzD7z7K8w+kzVxB0Qg8vF7ds6d\nwmMhQzF4oqOjmTZtGlOmTEnJ9KRSqXBycqJkyZKUKVOGMmXKAHDhwgUuXLjA1atX0ev1KWqWn58f\n7733HsOHD8fd/REB3J5SIiIi6NSpE9u3y4tdq9XanKMePXowb948nJwcf9XJbeqggsKzhGLBo6CQ\ndzh9Oo5x40KIiNDz6qv56d07P4sWhfPxx7cpV86FiRMDqFHDjZMn41ixIhJXVxWvvpqfggXt379d\nulzi33+jiI+X96+TE5Qu7UxyMgwe7Ev//r4UKiTrbd36kDVrIilQQMtrrxUgX76nMOOZQqb4lfXs\nw9ZVwxs3vuV/OVSjJ08sCYzkD5LQo0WNL558QGc8cbUrmy0WPBdXwYoekghBrQUXH/jfcXDPQGap\nnMJohLhoiWVjHeQ4/A6snAGrZkCpqtDlbaj7QvpBujPDg1DYNB+Sk6BxZ/v4N+F34fAGOLgODm2Q\n+tVpK1PUffhhuMSp0WjAPR/8egJ8sxDQV0EhD5PbxuiZCrIcExPDzz//zOTJk7l79+6jVwACAgJ4\n//33GTJkCK6u9g35s0ZiYiI//PADO3fuZP/+/Tg7O1OvXj1atGjBkCFD0l03t908CgrPEorAo6CQ\nN7h0KYEaNc4QE2PAaARnZ/Dzc6JQIScmTSpCixaZSxUbE6Nn8ODrrF8fhY+PlhkzitGihScHDsTy\nyy9hLFkSQatWnpQqpWPatLvExYFOp6JwYS3Hj1fC21uJ1fMss4qDrOIAyVis3j1x5Sv6PDNuWvPY\nShJ6OlOfJJIpgBfqNJwIskXg+aUsRFy0/FZrocHH0Hhs1reZ0yQmSOalZd+LENTpDWjbX7ImzXhP\nYt4UKiEZlwIymEXr7g0YUkPSWBsMkjnvq3WS0evAOhF1Qi5LjJs6baFOG/BP5WVwdAtsXyziTtAI\nKBCQ3UeuoJDryW1j9Cxl0TIYDFy5coXTp0/bTABVqlShcuXKVK5cmUqVKlGiRIlsr/SzSm67eRQc\ns93K174eZelJE7RouMV9fmYtYTzED2+G8QL++ADwkDhOcwM1aqpSHBcU08zchiLwKCjkDT777Daf\nfx6KtRd5vnwaHjyohiqj6X8zQVSUnr/+esDrr9/AOrygq6uKyZOLMnz4Y3ZFUcjVxJLAOBbykDiM\npsxbgRTmLpF0oyF1KfNUB14+wTXmsZWxvIIbzo8sny0Cz/QAiAmxnVcmCDotFrEnL2M0wsldsHSq\niCuunhAeInFg1GrwyA9zzkmmJkfrJiWIQBQfA79+CNsWgdGqsVRroFxtqN1GRJ2K9UH7bAiRCgpZ\nJbeN0bPUyqnVagIDAwkMDKRDhw7ZXScFhVxPAknMYiPHuYoWDV2oT0uqts5yTwAAIABJREFUc5yr\nLGAniUjgzj2cQ4eWIOrxNcuJIR6A2zzga5Yxib5EEM0XLE75uueGM2PogSeuGDFygmuEEE5hfKhG\niae6I6igoKDwX3EUHtDFRfVYxB0ALy8NQ4cW5N13bxIXZ+ngxccbOXUqDqPR+Nj2rZD7ccOZcbzC\nIS6RQDJVKIYf+TjPbf5mB1s4wSs0efwxaXKAGOKZyxYG0CpD4k62Ub47HJ8FyabsTmonCL8IM0tB\ntYFQbRB4Fn1y9clOVCqo2lima6dhUBVLWm2DAWIiYFRrcaWKi7aIOeb/NRpw8ZDl0RG24g6I9c+0\nfU/+uBQUFLKNPC5jKyjkDH+yjRNcQ48BPQYWswc1ag5xKUXcAUgkma2c5AIhxJFgs41YEljMbs5x\nixirZUkks5ID9KIpf7Gd3ZwlGQNa1DxHBV7leQCS0XOWWySSRBn88cLtyRy8goKCQi6md+/8TJ58\nJyVmjpubmjff9Hvs++3UKR/LlkWk7FerhZUrI9m7N4YRIwrSs2d+XF3FLSUhQQI1azQqatVyQ6tV\nBKCnGRd0NMI2C205AviU7uzkDN+ziuqUpBP18X6K3uXz2U5tAqnIExZTmk8GjHB2IWjdoNnXUKE7\n3D0Ox2bC79WgSGOoMQRKvSBWK3mRwqWk7npLv1Pc0V6CGi3AxV2EHPPk4m5rjbPtH/i6vyXNubMb\nNHv5iR6CgoJC9qMIPAoK6WDAwDqOcpobFMArpfN1kmskY7HFT0LPMvbhgYvdNrxx53mq8CdbAcvX\nXSNGDBgJJybVPo3s5ix3ieQ0NzCY1tFjYCenaUtN8uHGJJYRQjgqk03PB3SmGAVSth1FLBo0Duuk\noKCg8LRSoYILdeq4ERaWjI+Plt698zN8+ONPaf7bbyXQ6VSsXh2Jt7eG6dOL07q1J+vWRTF9+j1G\njbpN//756dHDh169rnLnThJGI5Qt68z27eXw8Mijg0yFLKNGTVMqU4cyrOIgn/E37ajF81RmFQc5\nxQ3y48ErNKYg3jld3Uyxnwv8n73zjo+qTNvwdaamNwgJNY3QeyCIVBGkSJOmKIlt/Vxd3VWxrkoT\nC7juKmvbtaAggqDo0kVUOtJrCCmQkECAkELa9Jnz/XHCkCEJNWEm5L1+vzHMmXPOPGec5Lzv/T7P\n/WSRx1Qm3vw3V2th0FzlUZFGnWDwR9B/jiL+bJsJvzypZPR0fAT8m8Kx1bD5VbAZlW3xL7iaHnsS\nem8Y8rBikmw2KJ2XGjWH+15WXrsS/SdAfg4snKWYLA95GBKm1X7cAoGgVrkuDx6Be/C0+r76wFf8\nxk7SsGBDjQofdMTRkk0kOYUXADUSo+lJb9owne8wYsGBAw1qnmEkrWjCPH5lN+lYsaNF7czGWcJW\nNnAIS7lgpEXNQDrhhxf/Y6eLkATQgobo0HCcsy4xtKAhU7kXIxbeZzknyENGJo4Y/sSgag0NBVeH\n8OARCOoGW7aUMnlyJikp7dDrPefv3rFjZj755BwffngOi0V2VlXo9RJ//Wsoc+bU0ZIRQY1xhkKW\nsJUUcrBhx44DCQkf9LzJA3VmweY8ZczkO57mbqK4ts5VNeLBcy2c3a9k9Rz9Dhq2h5xd4CjPqtb6\nQq/X4baXbk4s14PDASs+Ufx4GkfD/X8HvyB3RyUQ1Cs8bY4uBJ46hKd9eW51bNh5kv+4iCgAcUTT\njRi+5ndkZCQkAvBmKvfig54SjPxBChbsdCGSpjQAlKyafWRwhkKaEEJnIpGQsGLnM9axnwwA+tOe\nSfTDio2XmE9puW8PKLX8j3Ina9lPGjkucalRMZjOHOMMxzmLvdzTR4eGe+jJYLpgw853bGEfGfig\nZxJ9b37qdB1FCDwCgecjyzL9+qXy6KMNeeihBu4Op0o6dz7CwYMml2233ebDtm2thVePABt2nuBT\nl5GHHi2JDKAnrdwW19UiIzOXlUQRxijir/n4my7wXMBSCt8Ph5ObXbcHxcD/pVd9jEAgEOB5c3RR\noiUQVIMMzo4XF9ChIY6WxBNLJI1IIgs9WuKIcXa+8sebwXSpdD4JiW5EV9quRc2TDMOGHQkJdXmm\njR4tLzCGj1lLHsU0JIAnGUpTGmDFzglynX4/KiSa0xBvdGSR5xR3QPEB2kIyzWjIFo6wl+NYsXOe\nMv7NKv7OeJqVi1BHyOYwWfjjTX/a31xTRIFAILhB1qwpJj/fTkJCFR1kPIT4eF9SUsyYzRe9etLS\nzERFJTFxYjATJwYRF+eDJEmkp5t49tmTnDxpZciQAGbObIxO5zlZSYLaQUJyGX/YsFdabPJUNnGE\nYowMJ87doVwbOj9o1BVObgGXz1r8vgkEgrqFEHgEgnKSyCabc4QSSFei2M5R1KhwlHvlqJDQoaE9\nzQEII4gwai4NVkNl/4WmNOBNHqi0PY4YMsllHfuRysWdZxiJH16kc5qkCt49KiQ0qFnOTtJwbRtq\nxcY2jjKe29nKERaVdwDToGIDh5nBfU7hyoadXIrQo6UB/jV23QKBQFATOBwyf/97DrNmNUat9txM\nmPfea8b+/UaOHDEiy9C7tx8rVkSTmmrhu+8Kue++TGRZZsSIQObNy6e01IEsQ0qKiawsC99+G+Xu\nSxDUIhrU9KUd20nBgg0VEiokfmIHvnjRiQh3h1gtuRTxI3/wIvdUOabxeOKehsPzlGweZKX7luEs\nHJoHHR7yXC8egUAgqIAo0apDeFr6163ET+xgHfux40CNhDd6AvDhYQayi3SOkE0D/LmXPh4lblix\nYcGGb4W6/HxKeIvvMWMFoCEBvMxYvNDxDF+4lHxJgDd6HDiwYHNZIdSi5j760p/2FFDCbH6kFBMO\nHMQRwyMMQlWPWraLEi2BwLNZvLiAf/4zlx07PL/UyeGQyciwoFZDRITOJV5Zltm3z8jUqTmsXl1M\nxdu+SgVmc9cqu26VlNjZu9eAn5+arl29Uak8+zMQVI8DmV85QFL52GM08WSRx7dsoikNmEQfQjxo\nLAJKU4o5/EQc0VVmMV8tbivRcgaQBrvfB2spdHgQvBvCqgQIjIQh/wXfa/MUEggEtz6eNkcXAk8d\nwtO+PLcKZZiYwjxsFcqaVEi8zFiiCXdjZNePCQvpnEGDipY0dq6kbeYIi9jsNI32w4sZTEICnmOe\nS2kXQBC+tKc5qeSQR7FT/tGhYTL9uZ02ABwkkzXsRUbmLrpWWYpW1xECj0DguVitMu3aHeHTT5tz\n550B7g6nRli4sIDHHz9BWZnrfb9LF2/69vWjTx8/+vb1o3FjLenpJnr3TsVkcmC3w+23+7JqVUu0\nWiHy3EpYsbGGvfzGIYbRjTvp5DGZMmvZyyFOMIUxN7T443aBpyrsFtg6Aw59AYM/hlZj3R2RQCDw\nIDxtji5KtAT1HgOW8g5TF8UNPVqM5RkwdREvdHSgRaXtfWlHMH4cIAM/vJzdugC6EMVBMrFW6OY1\nkd4YsbCDNJeKdMXX5wgN8KcUE1+w3ukHlMUvPMZgulYQeYoooxgjjQhEj7b2LlwgENRL5s3LJyJC\nd8uIOwAjRgQSEKDBbLZis4GPj8SDDzYgISGEzZtL+eabAp54IovgYA3FxXby8mzObJ+tW0v5/PM8\nnngitNJ5ZVlm5coiDh400rKlFxMmBIlsnzqCFg2jiKcnrfiWTWzjKJPpTyxN3BpXNnmsZR+vMeHW\nzOxV66DfmxAzAlYnQtpPcOdc8BLdqgQCgechBB5BvScEP/RonQIFKPZ6EVQeGN8KdKBFleLPI9zJ\nN2zkMFn4oGcy/Whb7je0lWQyyHWaPqpRoULFMv4g45J27RZsrGWfU+BZyS5WsgdN+THPMYpIGt2E\nKxUIBPUBo9HBzJmnWbbs1socDAxUs29fG6ZNyyEry8rQoQE89VQoKpVEr15+vPiiUuqVnGyiV68U\nl1Iug0Hm3//OpazMQbt2XrRv70WLFkop2JQpp/jvf/MwGh14e6tYtqyQxYujPL6sTXCRMIJ4hpHs\n4Rj/ZR3taE53YvmGDZynjCaE8CTDCKX2BU8rdr5gPeO5nYY34f3cStNe8OB+2PgizOsEw76EyEHu\njkogEAhcuK4SrdjYWBITE0lISCAyMrIWwhJUhaelf90qnOE87/ADXmgppIxg/Hicu4hC1FlfIJfz\nvMMyLNhx4KAtzfgLw1ChYi4rOcgJl/0lJFrQkAb4c4BMl9KvQHx4j4edzzM4y1FO4YcXPWmFzkN1\nZ1GiJRB4Ju++e5bt28tuOYHnWhg8OI0NG0qwla9TeHlJTJoUTECAmiNHTCQlmSguthMbq+fAASOO\nCtW43t4S27e3pnNnn0rnTU42kpBwguPHzXTq5M3ChZE0baq7SVcluBpMWPie7WzgsHObhEQwvrxD\nQnmGcu2xjO3kUMhfGIZUA9k77i7RMmFxdhvtQIvqfRczfoa1f4LYMdB/Nmgr//4IBIL6gafN0a9L\n4FGpVM6fvXv3JiEhgYkTJxIQcIsr927G0748twLFGHibHxhOHH0RE/fLYcbKSfLxQksTQpwDuVRy\neJ8VzgwoHRoe5y788OZXDrKb9ErtXf/GCFrRhANk8BW/Y8OOBjWhBPAqEzxS5BECj0DgeRQV2YmN\nTWLDhljatfN2dzhu4/RpK/37p5KTY8Vmk5k0KZgvv4xwycopLLTx88/FPPTQCWeL9gs0b66lUydv\nWrXyIjZWT6tWesLCtPTvn0JhodLFS62GqCg9R4+28+guZfWRw5zgE9ZirpCJrEXNLB6o8cYQigH0\nQY5yEi1qUshhOvcRSM0IHO4UeMowMZMllGJERhHKXuSe6jO6TYWw/mk4vQvu+g8cWQBZv4N/U7jr\nU2jY/qbGLxAI3IOnzdGvS+CZOnUq33zzDZmZmc5t3t7ejBw5koSEBIYNG+YUgQQ1h6d9eeoiDhz8\nziGOcZZGBHCILDoSwRh6uju0Ok0qOaxjPzIyg+jkLO1KI4d/VRB/QBl0tiCUbPKwYXcRf3RoeIB+\n9KYtAAbMrOcg5ymlAxFuNW8WAo9A4Hm8/noOJ09amDcv0t2huB27XSYjw4yvr5rGjav2OrNaZaKj\nD5OTY3Vm8QQGqli7tiVnz9pITTWTlmYiNdXM4cNG8vPtLsfr9RIrV8Zwxx3+lUSe5GQjEyZkkJ5u\nJipKx9Kl0XToUH9Ft5tJBmd5l59c7rUAd9CBgXSiMcE19l5f8Rs7SXO+VwDevE1CjfnruVPg+ZE/\nWMs+l6zjKBrxKhMuf+DRpbByMsh25YEE+gD4U4rouiUQ1AM8bY5+3V20ZFlm69atLFiwgCVLllBU\nVOR8rVGjRkyaNInExES6du1aY8HWdzzty1MX+ZSfOUgmFmxIgC9e/IOHPKYLxa3IUrbxGwfRoEZG\n5hlG0pLGWLHxFP/Ffkl2TwzhDKIzETTknyznPGXYcKBDw0h6MIxubrkOIfAIBJ7F2bNW2rU7wt69\nbYiI0Ls7nDrD8eNmJk7M4MgRIxEROhYvjqqyPGvXrjIGDEjFYLj4N1qSoEULHbm5Vtq08aJjR286\ndvSmVSs9jzxywkUQatBATWZmB/z8xP21tpGR+YS1JJGFDQdqVPShLV5o2cpRwgmiH+3pRgzaGxjv\nWLDxF/7jctf2QstjDKYzUTd+IbhX4PmSX9nGUZdtIfgxhwcvf6DNBP/0pWKzDrR+MOQ/0O7+mg9U\nIBB4FJ42R7/uOghJkujTpw99+vRh7ty5rFy5kgULFrB69Wpyc3P54IMPmDt3Lu3atSMhIYHJkyfT\npIl7Xf4F9ZvzlLGfDGzlXaJklMHKCc4RU0fbodcFJnA7/WlPMQYaE4xvedcuLRra0JyjnHSulmlQ\nE00Yf5DCPH7Fis05kLRgYzk7GUpXZ3nYOYrZyzHUqOhBSwLxdcclCgSCm4Qsy3z1VT6bNpWSkmLm\nvvuChbhzjURH69m9u80V94uL86FfPz82bSrDYHDg66siMTGEjz9uQWmpnaQkE4cOGTl0yMjSpYUU\nFLhm+xiNDnbuLGPgwKrL9wsKbOzdayAoSE1cnI8web4BJCT+zFD2cow8imlBKO3KM2lHEc9+MtjE\nERazhV60ph/tCSeI85TxHVs4w3liacw4elXKxCmklOOc5RhnSOc0VU1hKma81GU6EcEOUp3XIyFR\niomtJNOLNtV3CFNpQFKBXOFzsFuU7QKBQHCTue4MnurIz8/nu+++Y8GCBezYscO5Xa1WY7XW3bbT\nnoCnqYN1jTyKmcoilxRmL3Q8zXBa09SNkdVfDJj5jF84ykm80ZHAAGf3rd84xBK2YLtk4Hg33elI\nCzSoeZefsGFHQkKHhmncW+N+AxcQGTwCgft56qks5s0rwGBQ/i60a+fFvn1t0Olqtyz85Dn4Ixka\nBED/TlBfqtBtNkVQS0sz062bDxMnBlUpxJw4YaZNmyOYTBfHKCqVYvYcG+tF375+9O3rR58+vjRp\nomPfPgMDB6YhyzI2Gwwa5M+yZdGiXXstk0sRmznCVo4SRiA5FGDAjIxSPh1FGPfQk+OcdT6s2Igm\nnBjCiCaM1ewlndNYsaNCwgc9b/KAc/HmRnFnBs8BMvic9ViwISPThSjupBM/sB07Du6lD62qa0n/\n+wuw/2OwGkClU8SdkFZw93wI7XhzL0QgENxUPG2OXuMCT0WSkpJ4+OGH2b17N5IkYbfbr3yQoFo8\n7ctT13AgM5PvOEk+ACokAvDmTSbXWO24oOY4RzHTWYwZRRjWoCKSRsTShCSyOEm+i3+PhERv2vAQ\nA53brNjJowgfvG7YAFIIPAKBeykttRMcfMDZKQrA31/F999Hc9dd19fkQZbhbCHotRBcjTa88QDc\n/RqoVeCQoW8HWPGGYjosuMiTT2Yxf34BZrMDvV7FffcF8/HHzdm718jmzaVs3lzK1q2lBAWpycuz\nUVx8Ubz39VXx2WctmDQpxI1XUH+wYWcFu1jD3kpNEJrRgFialAs64YQS4NIdy4KNpWwlhRwa4s8k\n+tVoO3Z3CTxnKGQ2P/I0dxNFI2RwZuzIyOwinR/YTgShjOd2GhHoegJZhqQFcGI9BERCj+cg5XvY\n9Ap0fwZ6viQyegSCWxRPm6PXisCzY8cOpzdPXl6ec7vDcWukcLoLT/vy1EXWc4CV7EaPlnCCSOSO\nWsv4ENw4GZxlARspwUh7mjOJvk4xbiqLyKHAZf9GBPAwdxJNOOcoYg4/YcaKHQd30Zmx9LruWITA\nIxC4l/x8G02aHMJiuXgfDAhQMX9+JKNHB13z+QpL4K6X4VCGItwkDoL/Pls5O6fZfXAq/+JzPy/4\nfArcO8B1P5sdpn0NP25VMn3+9QR0b3XNYdVZZFlm5coikpJMtGnjxejRgZWyfRwOmeRkE127JnNp\nUvfDD4fwn/9EoNWKLJ6bQTLZfMQaTFz8H6FC4j0exh/3mWO7Q+AxYuFNvmcIXS7bUdWCjV84wDr2\n0Zu2jKA7PlyhRLQ4S2mnbiyA4V9BaIeaDV4gELgdT5uj15iUnJmZyTfffMOCBQtIT093XqROp2PE\niBEkJibW1FsJBNeFEQtr2MszjCSSRu4OR3AVRBHGVCZW+VoPWrKGvc6SOw1qGhPCIjaTTwl2ZExY\nnPuv5yBtaOb0JRAIBHWLkBDFq2XXrjJsNsXwV6OR6NPH77rO9/j7cPA4WMozghb+Bg0CoWMknMiF\nzDOQedZV3AEoNcH0+bDjKLRuBm2aQ+vmMHMBfP0LGMzKfgOmwL5PILbZ9V9zXUKSJEaODGLkyOr3\nUakk2rf3pksXH/bsMTg7eWm1Elu2lBEefpBhwwIYPTqIoUMD8PdX0qQOHzby/PMnycuzMXZsEC+9\nFC5atd8gLWlMIL5YKcZe3sigPc3dKu64AwcyX7Ce1jS5rLgDSqfPu4mjD234iZ28xreMpDv9aI8a\nFSYs5FJEAD4EXfAEDGgBE36Gg5/D4jug+7PQ80WRzSMQCGqNG/rrUlRUxJIlS1iwYAHbtm1zydDp\n1asXiYmJ3HvvvQQFXfvKmkBQ06xmDx1oIcSdW4S7iaMME5tJRoXEULoxnG5ISBRQykt87bK/FTup\n5DgFHgcyv3KAZE7SkABG0qPeDWwFgrqEJEmsWdOS/v1TOHbMQpcu3nz+eQQNGlzfUOaP5IviDoDJ\nAvN+hkFdISJMyb4Z3w9OF0DyCSXLB8BLC4mDQaOGnSmwYD0czYb8Ytfzm63wv+3w/BU6LNdHli6N\non//NPLybFitMn/7Wyhz5jTj1CkLy5cX8eWX+Tz66Al691Z8e95++wwGg4wsQ3KymXPn7PzrX/VE\nOasltGh4lfH8xA6nybK7ulS6k1XspgQjf2bIVR8TiC8PcgfZ5PEdW/mNQ/SjPSvYiQMZGw5GEMcI\neigHSBJ0fgyihijZPGk/Ktk8DdvXzkUJBIJ6zXWVaK1YsYIFCxawcuVKTCaTc3tUVBQJCQkkJCQQ\nExNTo4EKPC/9qy5xjiJmsZQZTLq4qiK4pXmZ+eRR4nyuKjdiDieYrkSTzTkOcgILNtSoCMSHmUzC\nC12V5xMlWgKBZzB69DEeeCCEiRODr/scBhO0fQSyzl3c5qWDqZPhlUmu+2bnwqCXlGweWYbZj8Kz\n4yufM2gMFJW5bmsRCo8MgxE9oWvLi+VfC9fD+z8qItGr98OI2677UuosNptMdraFwEA1ISGVRbri\nYjs//1zM7Nln2LPH6PKan5+KkpIuNytUQQ3w3XcFvPJKDmazTGJiCLNmNakyC+tmlmgdIJNv2Mir\njL/usaGMzH4y+Ji1yBX8jHRoeIExRBF2yQEyHPgMNr+q+PTEvyCyeQSCOo6nzdGv6y/K6NGjnf8O\nDAxkwoQJJCYm0qdPnxoLTCCoSZayjbvoIsSdesSfGcp7/A9QWrj2oCUJDCCN0+zhGLs55tzXjoMy\nTBwhm264itMysovBpEAgcB8Oh8zWraV88sn1l1qu3gFPfQidopVyK5tdmXO1agbPjK28f/NGcPRL\nKCgBf2/QVePJ//oDMPVrpURLrYIgX8WHZ+sRuP9tKDHA3T0hwBs+WQnG8grSibPgfzNgcNx1X1Kd\nRKORiIqq3r8kIEDNhAnBnD5t5dChk1guVtxiNDr47LM8xo8PIjhYTI49nV9/LeaRR05gMCgToLlz\nz6HRSLzxRjUdqW4CZyjkK37jKYbf0NhQQirPDJYrbc+hoLLAI0nQ5f8uZvOkLoM+M2HLVChIheBW\nMGoRBLe87pgEAkH95rruimq1mqFDh5KYmMioUaPQ669gMCYQuIESjORQQAGlnOAcf2Kwu0MS3EQi\nacQ7JHCKAnzxoilKd5a2NKMl4WzksMtwzIyNraQQgj8RhFKMkY9ZQwZn8UZHE4x0QJgjCgTuJCXF\nRGCgmiZNqs60q0hxGZSZIDxEmVOdyoNnPoF96fDJ32BIdzhfCtuPgLceercHbTWjIklSjJMvx5QJ\n0CwUlm2G0CAlE6hpQxjbF957HFJPwqodin+PsaJYYYaPl9c/gedqmTgxmOnTT2Oz2XE4wNtbYsyY\nINatK+b5508yaFAAkyeHMHx4AHq9kiK1Z4+BJUsK8PZW8eijDWne/MrfF0HtMX9+vlPcATAYHHz7\nbYHbBB4jFj5kDffQkxjCb/h8OjT4oKcMs3ObDTthXMaiIjACJq6DvR/B9yNQBCIZzu6Bb/vC/x0H\nrSgbFwgE1851CTynTp2iUSPhYyLwXI6QzUesRkLChJWuRKGrOU9xQR3BFy9aUXkAqUVDZ6JIIgsr\ndgC80RFKAP9lHQ5krNgoxoAMlGHmVw4ST9wVLBgFAkFtsnlz2RVNlWUZnvsUPlquZNJEN4ZJd8D7\ny+DJUTD/RUXQAQjyg2HxNRffvQMqd9e6QKtmymPZFthy2PW1Xanw4xYYHg/6S7QIh0PxB/Lxqrk4\n6xLh4Vr27m3DjBmnOXtWMVl+9NEGSJLE+fM2fvjhPB98kMtjj51g/Phg2rb14pVXTmI0Kq3sP/jg\nHPv3tyEiQixG1gQWi4MZM07z228lxMTomTOnqYvgKssyJ05Y2LKljC1bStm6tZSUFHOl8/j5qW9m\n2E4cyHxZbqrcj5rxwJGQeIrhfMBKJCSs2PBBzx+kEk0YKlTVHChB09sVIcd6ob5TBqsB8o9AuFB9\nBQLBtVMrbdIvxWAw8MUXX/D000/X9lvd0nhafZ+n4kDmr3zm0vpTi5oXuadyqqyg3mLFzjK2k8xJ\nQvBnEn0JJQAZmSzO8QZLXfY/vS6F8c0G8nC7Mc5tdhzkch4NGhriL0q5BIJaJjExk759/XjssYbV\n7rN0Izz8DyV75wLBfrDtA2jT4iYEeQXW7oKxM5TMHQBvHTw7DrYmKS3bx/eDyXcqGUWLf4dH/wlW\nG8Q2hbVvKwbQgspkZVn49tsCZsw4jcl0caykUsFTT4XywQeig2JNMH78MVavLsZolNFooGFDDUuW\nRLN/v4EtW0rZsqUMh0OmTx8/5yM4WE1c3FFKSuzY7eDjI/HDD9EMHRpY6fy17cGzkt0c4gTPMwYt\nNSsyGTBzmkIC8cEXLz5iDb7o+ROD0Fa3yFh4DOZ1BFsFnylJDZM2QDNhfSEQ1AU8bY5eqwKPyWTi\n448/Zs6cOZw7dw673V5bb1Uv8LQvj6dShonnmIedi13dvNCSwAB60sqNkQnqEn/hv5griIS2UjMB\nWj/u1HehBy3xw4s5/EghZThw0I4WPMlQ1NWt1AkEghsmOvowq1bF0LZt9aULz/8H3vvedVuIP+Qv\nq+XgroHf9ytlWRo1PDceerRWtmflwqLflc5chSWQe17xCAJFqGjTHJI+d1/cdYHY2MOkp1tctvXs\n6cOaNS2FX88NUlZmJyjoADab6/bmzbUMHRrgFHSionRIkuuCx8mTFj77LI/SUgf33htMfHzVvje1\nKfAcJJMFbOBVJtwUT0Yrdr5kPcUY+QvD8KGaLLKVCUpnLWsZaHwgKApKT0Pc3yD+edD61HqsAoHg\n+vG0OXqt3OnMZjOffvops2fP5syZMwCV/tALBLWFD3q80VHKxeXW31wFAAAgAElEQVRbBzJNyj1Y\nBIKrIYEBzOd3ZGRUqChbfZyR3cdREG3hXyzHiAUzNmfXjGSy+Z1DDKKzmyMXCG5NTp2yUFLioE2b\ny9cqxTRRypzM5XN8SYIWHlZVfkcX5XEpLRrBS/fCixMVr563Fl18zeFQ2rVbrNUbPQtg8uQGzJlz\nFoNBWeTR60Gnk4iMPMyQIQE8+GADhgwJQKO5OC612WSysiwEBVXd0UugdDVbuLCgkrjj5ycxd25z\nxoy5jN8M0KyZjhkz3GmqfJ55/MZfGHbTGm5oUfMYd7GYzbzLT/yNEVW/993zIXmxUpbVoB20vQ+K\nT8DGl+DzNtB/trJNzKUEAsFVUKNLzRaLhY8++oiYmBieffZZzpw5I4QdwU1HQuJvjECNhAY1GtTc\nw200p/qUfoHgUm6jFS9yD+PoRSIDGEUPmpqCuJc+zOZBdGhcWqJasJFCjss5HMgc5SR7OU4RZZe+\nhUAguAa2bCmjd2/fK44rHhoMXhrQaSDQBwJ9Yf5LNynIGkKSIL6N0rq9IjJKR65VOy5m9lSkuOyi\nsFVfee21cJ55JpTwcA0RETo++yyCTZtak5nZgYED/Zk16wzNmh1iypSTHDxoJCPDTMuWSXTqlEzj\nxod45ZVT7r4Ej8Ful1m7toj778+gRYvD/PJLCX36+OJdnkCn0UBQkIY77/R3b6BXwISFj1jNGHrS\nksY39b1VSEyiL92J4R2WcZbzlXeSJGg3Cfq+ofyUJAiMhFHfwYiFsOsfsLA3nN55U2MXCAR1kxop\n0bJarXzxxRe89dZbnDx5EgCVSsXEiROZOnUqXbp0wWq1ihKtG8TT0r88mUJKmcoinmMUoQTiRz11\npxTUGEuWLKFDhw60a6fYLL/PCo6QjaNc5JGQ0KKmBaHE05IuRPMl68kg1+nMM4XRwgdKILhOnn46\nm4gIHc8/f/nfoXeXwMo/YHqi4nPTs+2VO2B5Ig4HjJmmlHMBOGT49BkwmOCrdZB5FhIGwUN3QeMQ\nGP4q7E5V9n1hArz5iFjwr46UFBPz5xewYEE+eXk2TCaZC8MrX18VS5ZEMXx4ZX+YW420NBOPPnqC\njAwL8fE+fPZZBCEhGg4fNvL11/ksXFhI8+ZaEhMbcN99wTRooMFqlXnrrTP8/nsJ0dF63n67CWFh\nNZdSVlMlWqnksIdj6NGSxTlC8CeRATUT5HWymSP8xA6e5m4iuYa0QtkBh7+GTa9C5CDo9zb4N629\nQAUCwTXhaXP0GxJ4bDYbX331FW+++SYnTpxQTihJjBs3junTpzsnQl5eXkLgqQE87cvjyaxiD/mU\nuP1mLrh1uFTgKaSUt/kBA2YcyEQRxtMMJ5UcdpLGXo5jxe6S5dOIQN5isrsuQSCo03Ttmswnn7Tg\nttuqL684cAwGvQS7PoTIG+9+7HYcDli/F04XwG1toXUFn+DkLPh6Hcz/RemyVWwAe7n1nK8XfPWC\nYtgsqB6HQ8bbex+WCllPkgQvvxzGW2/d2hPo8+dtxMYmUVCgtJ/XaiEsTEtoqIZz52wkJISQkBBy\nWb+r2qAmBJ69HOdzfsGCDQllAeYtJtMQ9yu9+zjOfDbwJwbTnms0/raUwB/vwP5Pofsz0GOK4s9T\nlgv5SeDXFEKE16RAcLPxtDn6dRUa2+125s+fz6xZs8jIyHBuHzNmDDNmzKBjx441FqBAcK04kNnC\nEf6Pu9wdiuAWJhg/3uQBsslHi5qmNECFRCci6UQkP/IHq9jjckwBJZRhwrdCRtlRTpLGaQLxoRdt\naryrh0BwK1BUZCc93Uy3btVPNk0WSJgN//i/W0PcAcVY+a7uVb/WtgW88yeY9TA0HHdR3AGlg9jG\nA0LguRIqlUREhJ60NHOFbUpr9a1byxg3LoixY4No1sy1Vs5gcHDggAE/PzUdOnjVSTuC7dvLMJkc\nOMq/N1Yr5ORYee+9ZowbF4RaXfeu6QJL2YoFxSxILv/vVpIZTU93hgVAV6LxxYtPWct99CWe2Ks/\nWOcP/d6ETn9S/Hm+aAtt74c9c0GtBbtFEX76vVV7FyAQCDyeaxJ4HA4HCxcu5I033iA9Pd25feTI\nkUyfPp2uXbvWeIACwbWSwin0aK8t/VUguA60aIiupuQqlsbo0DgHmRLghY6XWUAM4XSnJSUYWMFu\nrNjQomETR3iZsWiEyCMQuPDHH2V07+6DTle9deDrXymtxBMH37y4PAGNGqIbw76LwzIkCeavB28v\neHAwtI90PcZuh/xiCAlQjq/PLF4cxcCBaYBitnzXXf58800kv/5awg8/nGfGjNO0bKln3Lggxo0L\nRqWC3r1TKCtzYLdDv35+LF8e42La7MmkpJhYvryIBQvyKS11XXFWqyUGD/av0+IO4LzvXkAGTBW6\nYrqbVjRhCqN5n5UUY7j25gxBUTB6CWRvhMUDlRKuC5e8+wNoNRbCq1GGBQLBLc9VCTyyLLNo0SJm\nzpxJamqqc/uwYcOYOXMmcXFxtRagQHCtbOYIfWmHRN0eoAjqNh2IYChdWcUeJCCUQKYwGi+0HOQE\nu0lnL8ed+1uwcZpCDnGCrkS7L3CBwAPZvLmUPn38qn19wwH49jc48J/66Tsz73no9xzIsjKZjW0K\nX0yB7zbAXS9Dkwbw4F0w6Q5IO6X49RhMiriz9HUYFu/uK3Af3br5cOxYe/buNRAcrCYuzgdJkhg5\nMoiRI4OwWmU2bFDEnt69UygtdWAwOJyePRs3lvL553n8+c+hbr2O5GQjDz54gsxMC3FxPnz1VQRh\nYVrsdpnt28v43//Os3x5EWVlDkaNCuTtt5syfXoOSUkmjEYZHx8V998ffEu0ku9JKzZw2Cn06NDQ\nnZZujsqVpjTgZcbyL1aQRzEGzGSTTwsaMpHeLpm+1dKwI6AGHK7bC9OFwCMQ1GOuyoPnww8/5K9/\n/avz+eDBg5k5cyY9e15dqqPw4KkZPK2+zxMpxcQrLOAdEq7u5igQXCWXevBcLRZsmLHih5eL6GjD\nzp/51GVfCYmexDKWXoSgTGZzKGARmymijI5EcA+3iQwfQb1jwIBUXnklnCFDKntoFJVB58fh46dh\nuPsrMNzG2ULYfEjx3xnUDbTl83S7HdbvU/x6Vu9UhB1rheGYrxekfw3hIe6Juy5ht8uEhh6ksNB1\nPNuzpw9vvNGEHj18CAqqLJCkppqYM+csxcV2EhMbMGLE1Rk4l5ba8fFRoVJdXrU8f95Gy5aKn44s\nK92twsO1DBzoz+rVxTRrpmXUqEBGjQqiWzdvZ0mZyeTg3//OJSXFTO/efjz0UIjby81qwoPHjoNl\nbGcnaejRMoHb6UxUDUZZcxRRxst8gw0bMqBBRRhBTOVe1FdqdizL8GEoGPMrbJSgxR1wxz8gTFRW\nCAQ3A0+bo1+VTD9+/Hj++OMPFi9ezLPPPsu7775b23EJBNfFH6TSiUgh7gg8Bh0adFX8qdWgJoZw\nMsnFXr76pkbCgo0ZLCaUQNrSjN84hLk8tfwcJRRh4E/UsxoUQb3GYnGwe7eBXr2qNlf+60cwrEf9\nFncAwoKr9txRq2FId+Wx6yj0fQ64ZL0tKVMIPFeDWi3RrZsPGzaUcGHNUqeTCApSM2vWGfbuNdCk\niZaePX2Jj/chPt4Xf38VPXsqJV0OB6xaVcwnnzQnMbFBte9z7JiZoUPTycw0o9FIfPllBJMmVf4f\n5HDI5ORYWbSokLKyi1lFNpvipxMbq2fPnja0aKGrdCyAl5eKF164RQyrKqBGxQR6M4He7g7lipRg\nQgJnOwYbDvIoIYcCmtPw8gdLEoxfDUuHgt0KDiv0fRNUGvhhhJLFc/s0CO9W25chEAg8iKsSeMLD\nw/nmm2947bXXmD59OvHx8UydOpURI0bUdnwCwVUjI7OZJCbR192hCARXxdPczX9ZxzHO4IcXj3An\nrWmKDTtp5LCKPU5xB8CKjR2k8QiDUFXIBrLjIJNcHDiIpBHa6/PPFwg8kr17jcTG6gkIqJy59v0m\n2HYE9n/ihsDqILHNKm8zmOChfyhePfcPhHYRrq9n5ULmGWjVTIhAAF9/HUG/fqnk5tqw2WTGjAli\n4cJIVCoJm00mOdnEzp1l7NhRxuef55OUZMRWwRLGYHDw4ounCA/X4uenws9PXf5T+be3t8SwYekc\nO2ZGlhVfoEceycRkcmCzQVqamfR0M2lpJo4dMxMYqKZRIy02m+vqsUYj8eSToYSEiPuBJ1OVnYAN\n+9WbDDSOhydOQfEJ8A0Dr2Ble+f/g4OfwbKREBYHvadBuLDUEAjqA9fVJj0pKYlp06aRnZ3NjBkz\nGDp06GX3FyVaNYOnpX95Gsc5y2f8wps84DL5FQhqgust0boRtnGUBWzAeslyexwxdCSCDrTACy2z\n+ZFcipAAP7x4hfEE4nPT4hQIapN33z1LdraFuXOVlsKHM2BvulJa9ORcWD4TerZ1c5B1iE9XwJT/\nKP47Njs8Nw7G9oWFv8Ki36FRkCL0TLoDftgMr3wBOi1YbbDgZRjbx91X4H6sVpm0NBO+vioiIvSX\n3ffpp7P58MNzLtu8vSX69PGjtNRBaam9/Kfyb7NZdna2uoAkQWysnj59/GjZUk/LlnpiY/XExOjx\n91fjcMgMHJjGzp1lGI0yvr4qEhND+PjjFjV96bVOTZRo1SUcyMxmGVmcw4odDSrUqGhBIxLpT2Nu\nUFW1meDg50p79bAuSkZP4x41E7xAIAA8b45+XQLPBQ4cOMC0adM4d+4cM2bMYNCgQVXuJwSemsHT\nvjyeQglGjnOGjSQRQzh3I4zlBDWPOwQeA2Ze51tKMWHHgQ4NfWhLBKEcJoskslGjohQTcnmCtxoV\nXYniz1QW3i3YkJBEK3ZBnWL06GM88EAIEycG89XP8OS/QQWYrNAhEvZ9Wj+NlW+E5CylLKtlE+hS\nwXvWbodNhxTD6u83QbEBHBWGHT56yF0KvtV3qxdcwt69Bvr2TcVgUFQbHx8Vf/97GK++2rjK/W02\nBwEBBzAaL37wfn4qli2LZvDgyh5UF7BYHHz+eT6pqSbi432ZNCnY7X4610N9E3gAzFhZyW6yOEcL\nQhlON7aTwnJ2MYAODCeuylLva8JmgoNfwI53ILSTktHTOB4K0pQUSLsZ2idCk3pe6yoQXAeeNke/\nIYHnAnv37mXq1KmUlJQwc+ZM+vfv7/K6EHhqBk/78ngCJzjHP/gJBw7M2IghjBe4R5jQCmocdwg8\nAEUYWMVuCimlExH0qdAhzo6D2SzjOGddjgnAm78wnAhC0aDGhp3/so79ZABwG614iIGormTgKBC4\nGYdDplGjgxw40JbQRjoCRoO5QrdjHz2snwO9bu6vZb1g1Q6Y+AYYzBe36TWw4T24TXze18TGjSW8\n/HIOpaV2HnywAVOmNLqs+PLDD4UkJmY6zZWHDg1gyZKoOinYXCv1UeCpjkJKWcwWssljMv1pR/Mb\nP6nNDIe+hD/ehsBIOLNbEX+QQeMNY5dDZNUL9gKBoGo8bY5eI4W53bp1Y+XKlezcuZOpU6fyxhtv\nMGPGDHr39nxzM0Hd5gt+wYjF+TybfLaTQl/E6FNwaxCID/dThXMqSrZOJyI5Sb6zHawKFX548Q0b\nOUcR0YRjxcZxzuIoz/LZzTEaE8IwXI0X7TjI4hwOZFoQKjJ9ACt2DJjxx/uypZ+5FHGEbHRoiCMG\nPdqbGOWtS0qKiYAANU2b6sgtrPy6Rg05+ZW3C26cDpEXjV8vYJdhyCvQtSWM66uUazUt94E1WeDN\nb2FPKnSJgdceAB/R7wCA/v392b699VXvP25cMB06eLNrl4HGjTUMHOhfL8QdgSvB+PEEQzlIJl/z\nO7E0ZiK9CbiREmyNHro+AR0fge8Ggc148TWbETa/KgQegaCOU6POa/Hx8axdu5Zt27Yxbdo01Go1\n06dPr8m3EAhcKKTM5bkFG3kUuykageDmM5SupHOaFE4BEk0JYQqj8UZHGSZSyWE+G5ydukD5PfmD\nFLoQRRhBqJAwYWEOP3GW80hAAD68wjj8ufVqMcxYOcpJHMi0pik+VO2hsY1k5rMRCfBBzxRG06QK\nP4R0TvNPliMjIyGxgl28zsQqz1uCka/4jSzyCCOQhxhIQ6ovu6jvbNlSRt++fgA0DFQep/Iuvm6z\nQ7eW1RwsuCEiwuDTv8LjHygt12UZlk2DPh1g3R5YtgWmzYfWzRSh5/tNcDBDEXp+P6A8tr4PKpEo\neF20bu1F69ZCIRNAJyJpTVOWs4tpLGYst9GbtjfmN6nRg38VruulZ8BhB5VY4BEI6iq1Yq1/++23\n88svv7Bp0yZeeeUVLBaLWHkQ1AoRhJJKjjMzQYeGKMLcHJVAcPPQoOZvjKCQMhw4aIC/s4TLFy+6\nEs12UthPhvP3RELCjJUPWEkpRprTEAs2TpLn3MdKCd+xpVJL9mROMp/fKcNEG5rxMHfiTeUWvDIy\nBsx4oUN9k0rBssljJ2loUNGHdjTAv9I+pZiYxRJKMQHK34zXmEDIJfueooBv2ISt3OC6CAP/YgWz\nScCBjA07VuxYsfElvzozqAAKKGEt+xhFD5dyUQcO5pQbYttxUEQZb/MDb/IAXlV8hgLYvLnUKfCo\nVLB+NnR7QinT8tbDor9DVNVWJoIaIPEuGNkLTuZBZBj4lycOjL5deVisipDzxRrYmXLxOJMFDh6H\nw5nQKdotoQsEtxR6tEzgdm6jFQvYwFaOksAAmhJCPiVkk0cwfkQQevUn7fAgpC8Hm0F5riq/D33R\nFnpMUTx5tJ6/yGPHgQkLPuir7EomENQ3asSD50r89ttvzJ49m59//rm23+qWxtPq+zyBIsp4j+Xk\nUoSMzBC6MJZe7g5LcAviLg+emiCfEmaxFGu5COGNjteZSAA+lGHiBOdYyEbOUuRynDc6+tGOMIII\nIwiA91nh7OqlQUUbmvEMI12Oy+U8/2Q5hZQhIZFAf3pTuc1RNnl8xxZKMNKFKEYRX0kMciDzA9v4\nncMA3EEHxnF7pZXLNHL4FyuwYEOFhB4trzORRgS67LeQjWwkqYLYBZGE0Y92lGKiFBNlmMgmjyzy\nnObVF5CQUCGhQY0WNVo0FFHmPN8FNKhx4ECNCm90eKNDg5ocCl3OqUPDEwylI5f0pgZMWFjOLk6R\nTxRh3E0c2tpZl/FYoqMPs2pVDG3bKpOMMwXQ5hFImad0exJrR55BUibEP+Xq1yMBd/dUOnINjlOy\nryqyKwV+2QPB/pAwCPw8fx4puAkID54r48DBJo7wEztoRRMOcQINauw46E0bHqD/lU9ygeTFsHU6\n2K3Q5XHo8Tyc2gI734Uzu6DrX6Drk+DdoFauxYiFdE6jQU0sja/ZQ3MbR5nPBmRkgvHlOUbRqHy8\nci2YsWLHUW1Gb33Eio1v2Mg+MtCj4V760B2RMlsVnjZHvykCj6Bm8LQvj6cgI1OMES+0wvdCUGvU\nZYEHoAwTyZxEhUQ7mlfKGPmJHfzMPqd4o0ZFLI1pR3POcp5cisgmDxNWl+MkYBL9CMSHALzxx4f3\nWeFSKqlDwyuMozkNndvyKGYaizGXn0+Hhl60JoEBLudfx35+YoczQ0aHhnvoyWC6YMOOEQtGLHzM\nGk7iasbSjAZEEEoJJkoxUoKJfIoriTFe6IgjGj+88C1/FGNgFXucGTwAWtTM5bFK3kSfs549pDs/\nOx0aHmcInYjAgg0jFkxYOEcx/2Y1jgrlchKKGHRh5TWCRkTQkKY05H1WkEMBNuxoURNDOFMYXW9W\nKE+dstC5czLnznVyZgH/6wc4cBy+esHNwQlcsNmVzKqUbLDYlJKu5qHw7Fj4ZS9sOABtWsDQ7jC0\nB2Sfg4ffVTKxdFpo2kDphiZEHoG7BZ5jx8zMnZtLWZmDyZNDGDCgciZoVVitMrNmneaXX0qIiNAx\nZ05Tmjev3czMAkp4mQUu9zQdGqYwmhjCb/wN8o7Arvcg7Udo9wB0fw6Com78vBdOTzFv8T0W7MjI\nhBLAy4y96ozWk+SXH6+MDyQglEDeYvJVx+BALs+ISkZCoiWNeZrhdT6rNpciTlNAQwJpWkVp+dUw\nj1/ZSZrL2KbGvlu3GJ42R69fS4GCWxIJicAbMZwTCOoBvnhdduXlbrpzjDOkcwYJaEwwf2G4S/nV\ndlJYwO9YKogeKlScIp9ksinGSDGGSj5YVmx8zBpC8C/PelGTT4lLWZMFG5s4ggUbdhzORyo5lfb7\nnu38yA5s2PFChw86zmOodE0yMi1pjB9e+OONH97sJIU1FYQsLWr60Ib76Fvp2HxK2EkaKlQ4cPAY\ng6s0nk6gP0bMzlXUMfSkM5GAklavCM++hBNMHDEcIAMLNrSoiaQRzzGKXIo5QS4nOMd+MsjinMt1\nW7FzjDPkUUzoJVlJtypbt5bRu7efS4n3/F/gvcfdGJSgSjRq2PgePPsJ7EtXyrLefxIaBMBTY5RS\nrq1JsHYX/PkDOJShePoAGM1w8hwsWA9PjLz8+wgEtcmxY2a6dUumpMSBLMOiRQV8+20Uo0dfOSPk\n4YczWbbsPEajzM6dZfz2WwlHj7YjOLj2plp6tOWC/8WJpQ07v3IQOw4iCL2xhc+G7WDYF9B3FuyZ\nCwt6QMSdEP8ChHcH4FRpEodLt+MleRHfYDTemqsTxAAWsIFSTE6B6jSFLGIz8bTCghUTVswVHpc+\nP8N5Z2Yy5Z9CLkV8yCp88SrPntU7s2gvPPepsH03aewgtTwGmeOcYTFbeIiB1/RROXCQzEmMWGhJ\nY4Lwvabja5ItJLOQTWhQYcfBMLoxkh7V7i8jY8RCMUZKMJT/NLqIO6CMvw6SKQSeOoAQeAQCgUCA\nFjXPMYq88gyXUAIrlUHFEcMq9pBPMVbs6NBwL73pTwfnPjIyT/OZS6aPBjUD6UhzGpb71tg5QAan\nyK8wdFCyhtrQFDUq1KhRo6IEI8c44xJHe5rzf9xVYXALa9jDCna7ZPqMoSddcTUAGUEPcilhJ6kA\ntKUZ46oo65SQeIiB9KM95ymlBaHVmiHr0fI0dztLry6XYfMYg9jMEY5zlqY0YCAd0aCmKSE0JYTb\naQNAOmf4J/9zEXkkpErZR7cyFf13QBEF8othQGc3BiWolmB/+OrFql/TaeGOLspj9mPgM0IRdi5g\nssKH/4MyE9zeDrrFgleFBfQ1O+GJuVBcBkO6w+fPga/I9hHUMP/+d65T3AEwGGSeeCKL7GwLDgfl\nD/mSn2C1Ovj220LncXY7GAwO1q0r4d57g2stXh/0+OFFUYUFDgkJNSqWspVTFNCEEFoSTgyNiSGc\nEPxczrGbdP7HTuw4GEB7BtOl8j3MrzH0fxt6/R0OfA4/jYPAaLLaDuKddt7YG6pRyyWsNn3ENP2f\n8dFeFMSs2CiglAJKKaSUfEooLH9+lFMu9zQ7DvaTQQGl6NHihRZd+U89WgLwcf5bj5YzFLKCXS4i\nhBY1t9Hamd1rxEIBJRixYHBuM5c/N1OGyeWuasXOLtLxw4sgfF0egfhWuchjw84/+Ils8p1y2xRG\nE32NnqB2HKxmD4fJIgQ/xnN7lV6Cl8OAmYVsLB9rKaxkN3o0gERJ+ULchQU55bkRNSoCyjOxL2Rj\nq1G5fLYAezlOJI3oSMQ1l9MJbh5C4BEIagGbXXl41e0MT0E9Q0K6bHaIDg2vM4EtJFOMgbY0ow2u\nXTgkJB5jMP9hHSokZKATEQyis8ugMZbGHCATA2YcyOjQMIxulbx6mhLCLJY6S6U0qLmPPpXSp4fQ\nDTM2NnMENSpG0qOSuANKxtGfGEQC/ZGRr5iGrQzQrm6QdjWlUypU9KeDiyhWFZGEEowfeRRjx4EG\nNY0JrjfZOwBbtpTywAMtnM8XrIcH7hRdmW4FhveAlTuUEi1Q7pWT7oATZ2HR73A0GzpHQ692SvnW\na/PAaFH2/Wmbcn9dOvXy71FiUErFxH1YcLUYDBfFnQuUlTk4etSMSkX5Q7rkJ5WOAbDZal+Ml5B4\nhpH8k+WYsCIju3jeWbCRSS7HOcMOUvmWTWhQlws+4UhIfM825yT+J3YioWIwVavoDp0f1h5PYe72\nKJbj/6Pg4BweytKxtcNtJEe0otDbhw8MCwjQxjhFHSNmgvAjpMKjBaF0JgoVEklkO7t86tAwinju\npNNVXb+MTDZ5HOQEEkq51WMMrvLeXx0/sJ117MNeQeZpgD8+6MmliFRyOE8Z5ymjCAPe6JxiTxA+\nBOFLHiVkkvv/7J13eBRVF4ffrdn0kAIkEAihQ5CmFAWlKRIUlQ9REEVRVGxIEUUEUQGlo6AoiqAo\nCCKIigJKU0Ap0ltooYaaEBKS7Gbb98dJ2CwpFAnZJPd9nnlmd3Zm9s5ms3Pv757zO9hypF9/zjLe\no/s1iSCzWMUG9pOJjXg07OE479H9UjVTK/YsccYlzOQUa1LIIInUXKKMEyfbOUJFQgjAh7IEZgk5\nPvjjjT/eeUZ61aMS0/gdGzZ06PDFi9bEsJStfMNqmlOTFtSh/HV4HikKF+XBU4zwtPy+0ozVBv0/\nhbmrwMcEY3vDw3fJTX7wdBg/Xx63bQg/vC2+Ak4n/LgW4o5D3cpwXzNlEFqcKO4ePDebM1zgMGcI\nxIcaROQpfpznIr+wiRTSaUA0t1Mzz/2SSeNfDgISRVSUoc83k1QymMtaTpBIFGXpyh15ViwriVy4\nYKdChR0kJd2C0ajFbofI7vDHGKiT249aUcy4mAFPjoGl/4K/N0x5WUqtZ5OWARv3wbpdIuztPeZ+\nvEEPGyZDjYpyD7783J2GwV875PlzHWHySwXfb+12OJEIgb6yXA2ZVklNuxrBMTFF0gvTzHB/M6hf\nteD9Myww4DNYvgUqhsLHL4uHUWmgKD14/vrrInffvQ9LVnSZj4+Gt94KZ/DgK6ekPPnkYb7/Ppn0\ndAe6rDH9448HM2VKJL6+hRvp4MDBBdLxw1SgEb8TJ2e5wAFOcZBTbGA/GWS67eOFgcqEYcFKJrZL\n60xsWLFhQI8xa0l2pGC0WghJOU/IhUTSTT6YDGVoUa4bIUwzduoAACAASURBVPhTBj8C8Mm3nHsG\nmUziZ45wFidObqM6vWiD9hoqbzpxso8ELpBOFGHXbLBsJpMRzCeZi4BMIr1Jl1wFGkAEpDTMlwSf\n7GUr8RzhbK79s6/bgB4v9BiyFmNWgQZjjkWPjr+Jy3V8WFbkcAoZWLHhnyPKJlugCcjhgeiDkfEs\ncouiNqJnFD2uq+8Uz2m2cwRvjNxBLXyRH9yTnGcNe/ibOMoRSAtqcyvVSq0XqqeN0ZXAU4zwtC9P\nacBmh9HfiUlkpbLwwTMQEQJ9P4YvfnNVDPH2gqXvw9Ez8OwkSJcKzHgZ4NFWErbeaxzMWy0zll4G\n6HmPdNoATp+HpZuks9ix6dV3MBU3DyXwKBQ3j6VLU3j//VOsWlUDgGWbYMgM2PhxETdMcdP57Bfx\n9snIMQ416kXcOZAA5cpArUhZaleSiZQVW8XsGcDHCz58AZ6Jzfv8R05D64FyH7bZ4bWuMOKp/NuT\nkgad35Hy8DotDH0Mhhbg6XruAtzyLCSlyvm9DLDoXWjXKP9jOg2Vfoc5U4SpQF+I+xLKFpDtY86E\nDxfIJFLzOvD0vcUz2q2oTZYbNNjD2bNWfHx09OoVwhtvlHPzAcsPm83J6NGn+P33VCpVMjJkSDlG\njjzNhg1pzJlThYYNPc8r8itW8Bd73LaVJZCetMaIHi8MbmsDejex5ssjQ9gYEYrVYKRc0mnablrF\nnbu3oK/cTqpvVW57xZlMJ05SyUCPrsgqWFmxsZcT2LBTg4hLIsbVsoMjTGXJpZTq7CIVA3kQW1Za\nerZAllMsy8R+aZsFK1+z0i1dTI+O9jSgOTXxx/uqy8DvJ4GPWHwpMuoZ2tGIK6jK14kNOzs4wl/s\n5gCnuJWqtKAOVShbagpCgOeN0VWKlkJRAE+Pg/l/iZCj10mHa8MU+Ga5eznYDAt0HyUdymxxB0TM\nmf+XzDbO+kM6dyDr6b/B649Ip6zpyxIVpAECfGHLVPeOnNOpon0UCkXpYc2ai7Ro4fKK+PoPeOLu\nImyQosjo3gbGzIMT5+Se6uMFn/aFx++WyJvDpyXCZ+9RifpZuc0l7oDcq9/7FrYchLBAKdeevQ4N\ngJ5jRORxZPXNJy2AFjFS7Ssvnp0Ea3ZyyX/lg+8gJgoeaiHPzZnynukW6RtMXABnksHucLWn5xgY\n1UvamWnNWmc9zrDAL/+4bHOdTtk2ag50vQvKB0P5Mu6RSza7iFRbD8r7z10t0U8zVLW5a+KPP1JI\nT3dw+HA9DIZr63Tp9RqGDAlnyJDwS9u+/jqK2bOTaN/+AK+/Xo5+/cqi1XpOZ+4eGrCBA27VLB/j\nTmpS4aqO71G+P9aEMWyNKM9Fbz8M0fejb/Ur7P4WVvYHe6aUWI/pCV55pxdr0BBQxIVSDOipx/WH\nhtajMrE05ic2oEFDBME8yz2AiDR6dFcVfRvPaf5hH5nY0KLBGyP30OCaBafq1iAmrtnDhfPbCfCL\nxtDyYSgkzzI9OhoSTUOiOc9F1hHH5/yOAR0tqU2zLHHKTCaL2MAxzhFFWTrRBKOSIQoNFcFTjPA0\ndbCkYbXBySQoGyQ5+5lWMYK0u1Jq0Whk5lCDmEJmo9VCj7Yym/fNH2DNkf5aNRzuaQzTl7h3OkHC\ntBMvSMc1+y9r0EHvjhLds/UAPDhcIoMqlYWFw6Fh/oWQFIWIiuBRKG4erVrtY/Dg8rRvH0BquqRn\n7Z8JYSrVv1SSkgZfLpX75T23Qst6+e/bZiCs2u7yRTHoJCW6TUM4mwznUlzrcxfEvPty/L1lskWr\nyfJdybE+dNK9XwBgMgAaEaBMRhGhvL1knZQq75MTb6OkdRv1YkBt1Lse63Xw7iyX4ASyrVE1acOp\n83AyUSKBygfLotPCmh3ufQ+jHk58J0JWceJGRPA4nTBjqaTFBfrA8J5X7js5HE6aNIlj0KBydO16\nY42R4+Mt9OhxGF9fLV99FUV4uOeksZziPCvYgQ07t1OLaoRf+aDLsVlAZwBNjpAxpxOOr4EtH0P8\nUqj1CDR6EcIK+Oct5tiyInWuNxLJgYOlbGUHRwjGj840z2WKfUWcTpjTCk5uALsZtEYIjIJeO0B3\nc1K8HTjZTwJ/sZttHKY2FTlGIkmkYseBAR2VKcvrPFRionw8bYyupDOFApnp6viWiDpOYNbrYuzo\nuKwT522Ez/tDgA90HSGzagadVA8Z01teX7dLcvlBOoML34Eq5WHen5KHDyIUhfjDmGfgqXG4O/jb\nJcQ8Mkxm7FKziiMcOQ1tX4Ojs8XTx5wJi9dLTn/r+hBZtrA/JYVCoSh8MjMdbNqUTvPmkqu6YA3c\nWU+JO6WZAF94tfPV7fvpq9DsZbA5ACdUDIOvBoF/PkEC1XtKqlc23l7wwdPQ6XYRWRwO93WnoZIG\nlY2XAQY9Am88Ko8vT4v6YzM8MCxHSrcRnmwPn7yS/zUkX4Rpi+UYox4qhMKKsa7KYU4nXEiDU0ki\n+CzdJH2PnN6qdges2AJd7iyeqVr/hQ8XwpAvXZ/58q2S3lm7AB+j+fOTAejS5cb/0FSp4sXq1TUY\nOfIUDRvuYdq0SnTq5Bk/aOUpQ3fu/G8n0echaGg0ENlSlosnYdvn8P29EFRV0rdqdBZR6NBvsG0a\n6L2hySAo1+C/taUIyY7WuV60aOlAIzpQQP7mlUg56hJ3AByZkHocjq+Fyq2v/7zXgBYNNalATSqQ\njoXf2MwW4i9VGrVi5yhnOcMFyimD5kJBRfAUIzxNHSwpWDKhfFdITnNt02ogPFgGFHuPiZii00o4\n994ZEOQH6/fAonXSaXz6XldKVYYFftso6zYNIDxEtu+MF1Ho0EmoXgG+HyqmiYOmSXnYbH8Bk0Fm\n9jIsMrDJOYvnbZTc/dvrQNNXRPTJZsVYuK1m4X5WpRkVwaNQ3Bz++SeNPn2OsmWLVIJp+xr0uV8G\nqgrF1XDuAvy5QwSXtg0LrqS1MQ7aDZLxqM0u+y8cnr8osmmfpEPhBDRQKUxStwsq2/7VMnj9C+lL\ndGkpEbpeBbTJ6YQvl8CyfyGqnIhHZQqolpySBtWflKgkh0MifsoGQUgApGZAz7tlqXIdwRk3mxsR\nwVOpOxzL4XmrQbyVRvfOe3+r1UmdOruZOjWSdu0Crvt9r4a1ay/So8dhOnQIYNy4ivj4lCL1zW6F\nA4tg8xRI2gcVW8CBn11ihMEXHlsLZfOu4qUogPMH4fBS2L8IDi9zf02jBa0eAqMhLAZCYyC0rqzL\nVJPX8uPQEoj7HkzBcOur4H916Xs5OcwZxvLjpVRAkHTAYXSlPDc2Wq6o8LQxuhJ4ihGe9uUpKRxM\ngPrPSSRMNj5eIsDc3RhGfiveO1HlYfQzMht4I8m0Sj7+939KB/OlTjChj3ROaj4lHcJstBrwNckM\nY2KKe5j4LVVkEgTEkHTaYunUDnwYGqi0rv+MEngUipvDuHGnOXIkk8mTIzl2Bho8L6kmqty1orA4\nmyzCTbA/NKl1Zc+742fFyNnXJIURPOG7eTABnpkg0UhNasC0/nI9Ww9KutKcleIV9OQ9IjL5eks/\nYsiXMpHVMkbMoo1FnD1UGAIPwKACBJ5PPz3LDz8k8/vv1a/7Pa+FCxfsvPDCUbZsyWDOnCjq1/fB\nZnNy9qyN0FD9Nfv/FEvO7pRUInOi+/Z6T0OHL4qkScUKywU4ulLS3w4vA2s6RN0jy5ZP4PRmEc50\nRhF2Ht8AKYflc0/cJetzO+FiApSpLmJPTvEnMAp2zYJlL4AtHTQ68AqCXjvB78pV5XJiw847zOUs\nF7DhQI+OCgQzhIfzrbBW3PC0MboSeIoRnvblKSlcuAihXVwGyCACyuZPbm5ZUpvdleefzYBP4bPF\nIuTotFLudUxveGI0zF7pfrzJCDNfk8ifFybLGqQDunbSlcuyKgpGCTwKReGSkJDJuHGn+f77ZLp1\nK8OYMRX54Ds4fErSbhQKxfVjyYRf1sPMZWIS3akZ/LFFxC2rXfo9bRrALyOKtp03QuD5cAG8mSNF\nS6uRCbvvhkgEdk7S0uxUr76bn3+uSuPGN9fs95tvkujX7zgPPxzErFmJ2GxgMGj48ceqtGlTQMhW\nSeHLGDi3y31bUFVo+xFEtbtpnjEegzUDVg4QwcYvAu7+REQXAIcdTm2S1w4vg9NboUJzEXSqtBdh\nJluZtmbAmmFwcr2INXe+D6Z8UqGs6ZC4R8SenOKPOUlMsh05DUcN0OIdaDb4mi8tDTPzWMtxEomi\nLF24/aqMp4sLnjZGVwJPMcLTvjzFkUyr+Nr8s0dysZ/rCM9/KOHcB09KrrvVDq93hbefKOrWCsu3\nwJ6j0t62DWXbonVStSu786LXQd3KYsT864bcBpBPtYcvB0oH79WpcnygL0x+qeBSrQoXSuBRKAqP\n06etxMTs5vx5O3Y7mEwwblwkH28O44v+cHvdom6hQlFyOJkIw7+GL35zTwM36uH4nKL1u7pRJssz\ns02WfWFwN6l++st6mPMmNKvt2nfUqFNs25bO3LnRN6D1187WrWk0bhzn5vno56fl6NEYypQp4Vap\nW6fBin4SIQKgM0H9Z+H0JkjcC9Xuh5pdS4/Ys/AhiF8CNjOgkZS1O94WT50jy0X0qZIVpVPxTjAU\nUmkskAihqZUh8zKH+OZDoeW7hfe+xRRPG6OX8F8OhcKF0wkPvi3VNTIsYj44ZZGEJA/pBkfOwK7D\nEB0OdaOKurUu2jZ0CTvZPHA7DOkOw2eJmNMyRsycA32hXm/Yedh9/5/+hsHTYfN+8SUwZ0rFsAeG\nwboP3aN7LJkSoq3KsisUipvF7NlJpKQ4sGdFUprN8NaYZEJahdFcaaoKxQ0lPEQ8reasFI+enHjQ\nGOW60WjgqXtlyaZpbelLPTAMBnSR9PXz521MmHCav/8uOgNDqxV8fTWkpro+eK0W9u+30KRJCR+m\nNXgWtDrY+inovOCO4SLmgBgDx/0A/4yCxT2gWieo+TBE3Z1b7Ek9DmmnIbgGGItp5JPDBvt/ArKV\nPidYL0LcfMlTbjPxuvxvrhuvQLjlKRHhsgU4rVHMsRUeTwn/5VAoXCQkwsqtrvLmVruYFrdpADqd\nCDvRxcCAMJs3u4vxos3unjPf9yHoOxXSszyFTEYY+piYL/6xxb0ymDlTxJ/6VeHMebjvLfj3gMzi\nffgCPNvx5l6TQqEonZjNThwO95FlemAQr7ZTYrNCURjcUVdMmM1WsNpEVPA1gaEEjwwevAMaVYdu\no8RDKTr1FA8/XIbq1U1F1qaKFY1Yre7b0tMdVKjgOaXUC5Vbnpblcvwrwq19Zbkk9rwPix+Hqve7\nxJ5/RsH60SIQaTTw8FKIaHrzr+N6sKbDibUSnXNkBS5xJwu9LzR+Bep0L5Lm0WqsRFXtnSdGzOln\nwCe0aNqiuCZKkXW7orRjd+QeKOj1uUuhFye02tyGiM/EwkcvQOPqUm1r0TvQtzO896RUAcuJE3h/\njpR9bd4XNh+Qz8OcCf2mZpVdzcJqg91H4OiZQr4ohUJR6njwwUCMRleXxNtXiy4imMfbFWGjFIoS\njI8J1k+GR1tB01rw6kPQoy3c2V9MpEsqlcrC6vFQLTiTTz9PpPVDRTuzFx5uYMSICHx8NAQEaDGZ\noEwZPR98cBqbrQSEU90IssWex9bAUzugfGPYMBqmhMHfI8FugcwUSSta0Klo2uh0wsmNcPgPMJ/P\nex97JhxfA2vfgTl3wZSysO5dEadajYXbXpO0LJBoGZ9QSVMrKrR6uOt9eO4g9I6D2/rDb0+XjDC/\nEo7y4ClGeFp+X3HD6YSaT8L+BHlu0EPFUNg93TMqYNwMZi6FFyeLd49BL4LPynGw5QA89r57Lr5O\nK1UnRj0Nx85Ay/5SccNmlwocXw3Kv4xsSUR58CgUhcvatRfp1+8458/bqd+2PKdMwayZpMJ3FIqb\nhdMJ4+fD5B/h15FFk65+Izx4roZevY5g1hhYnRbBU+1h+BPiZ1hU7NqVQVycmZo1TVSoYKBbt8NY\nrU7mzatCcHAJDqv6L2ycAKsHgyPTfXuL96BcQzEYDqgkZcILwpoBR34HmwUqtwHvkGtrh8MOCx6A\nY6tEFNFo4dFV8v5ntkqEztEVcGIdlKkh71GpjZSJN+Zw/XY6pXJV/BJpd5NB4B18bW0pTOxW+PZ2\nuOUZaPBcUbfGo/C0MboSeIoRnvblKW78uR3+966kZO0/AbUiYVIfKFumqFt2c/ljM/zyj4Rm97kf\nQgNle8Qj4suTjS4rXDssSNK9Tp13ifa+JvjkFXjibnmeYYHV2+X1lvXArxB934oKJfAoFDePh9+D\nuxupNFGFoij4djn0/xR+eBtaxNzc974ZAs/u3Rm0arWf/fvrYnboeGI0pJlh9psQGQZxxySSuU7l\noisbb7c7GTToBD/9dIGffoqmdu0S2LH6r5z4G+bdDdY01zajvwgQ53ZJZShLCoTWySr/nVUCPCwG\nfMMlrN9yAb5uAmkn5XitAXr8A8HVr74dO79ylRPP2Q6tXt4nW9Cp1ApMxXzQcW63RB89vh6CisaY\n3BPxtDG6koQVpYK4YzJgmPOmqhrVrlHen8HM1+Ch4XK/02igfjSsGAtxx6H5y+4RmWlmWLAGHrxd\nvIyavAhnLwAaCPKFDVOgvAdNOigUiuLD+VRYtgmmqdLoCkWR8FhbKBsEnd+Bz/rCQy2KukU3ljff\nTOD118sRGKgjEPhtFIz7Hm57ESqESp9Rp5UJsLWTxJT6ZqPTaRg/viL16nlz1137mTmzMrGxgTe/\nIZ5MheZwaz/YME6MlzUaeHgJRDRz7WM+nyX2ZAk+B36StcMmQk/mRUg+CM4sh3808FNXaD5ExKHM\nFNfa7XGq63HaabBd5lZuz4Rn4sCvGJl7Xg2hdaRM+q9PwqMrxSRb4XEogUdRIkk3Q79PYdU2CC8D\n8adhVC8l7hTEPbdKIYM1uyS6J7aJhCvXqwK3RMP6va4ULoNOOkAVuoGPl5SZz34twwIDP4NvBstz\nm13EoFNJ0LwO3FZ0xSoUCoUHs/coDJ0J2w9BtQgI8rviIQqFopC4uzEsGQX3D5UI3j5FaAVyI1m3\n7iKbN6fz3XdVLm3TamHQI1KM46OF4k8IkJEJz0yAxSOLpq0ATz4ZQo0aXnTpEk+/fmUZOLAsGuU8\n76Lle1C/N6SdguBa4HWZ2aSpjKRCVbxMpUw7A4m7YEX/HOIOgBOS9sGe7+RcxgBZ+5aX9Cqjv/t2\nY4D46ix73hXBo9FBucYlT9zJpnFf2P8j/Puh+PIoPA4l8ChKJJ2Hw+qscuD7jku1rAfvKOpWeT7V\nK8pyOV+/Di36iXhjs0up0YXDJXqn+ctwJtm1r80upejX7YJG1SD2LdgYJybNOi1Mecm9dKlCoVAc\nOQ1NX5aSzU4neOnhvW9g2ONF3TKFovTSqDr8NRHuHQwnzkmxhuKsLTidTt54I4F33onAZMrty3L+\nokvcAenP7Dx805qXL7ff7sf69TV54IGD7NiRwbRplfJsf6kloJIs14JvWVnqPwcrB7jEGZ0JaneH\nDp9f/bkCo+DMFtj8cVZaVnno9N21tac4odVB7EyY1RSiO0BI7aJukeIy1K+DosRxMQOWbxVxJxud\nVkqkK66PahXg4Few5H34ZzIseldKy5uM8MAd4O3l2teoh/Jl4KUpEPw/8T66mAEWq5g7vzDZPd1r\n+RYY9LmER6ek5X5vhUJR8pm3WmbLs38bLDb4cGHRtkmhUEB0uKQpLftXolmstqJu0fXz668pJCba\neOKJvHPIG1aVqOSceHuB3Z7n7jeVyEgjf/1VA7PZQatW+zh50nrlgxRXpsFzENMTNHoRZyq2hLaT\nru0cGg20mQAvJkCvndB7HwREFk57PYWgaGg5AhY/IebLCo9CCTyKEodel7uCn0ZTdEZ5JQVfb0mx\nqlfFfQZvSHe491apymXUQ5uGsGYSbJ4Ko5/JXZXCnClVOnbEw2e/SIn2sfPgrRnQ8HlITUehUJQy\nnE7cp85RlVgVCk8hLAhWjpVU6/vegv+9AxUelai7HfFF3bqrw253MnjwCUaNikCnyzsM6cUH4M5b\nROTx94aKYVDGD1q/BvEnb3KD88DXV8fcuVXo2DGQJk32smmTmhX7z2g0cM8n0C8VXjkPjywDo+/1\nncs7BIKqlB5fmvrPgikY1n9Q1C1RXIZK0VKUOExG6HUvfPGbDBCMejH8vVv57xQKBj0sGC7GqE4n\nBOdIf25/K7zxheu5ViMVKvYdh88Ww8ETrjGdxQonz8PcVfBMrGw7dwE++E5Cwzs2FePH4hwerlAo\n8qbrXTBitvhUOp3gY4KXHyzqVikUimx8veHHd6BiNymq4HRK5c2W/WDfDM+vSDp7dhL+/jo6dcrf\nqNigl/LwccckorBuZZmkmvgDNHkZPnha+pdF2Q/RaDQMHRpO3bomOnQ4yEcfVeTcORvLl6dSrZoX\nb71VnqAgNby7ZvSmom5B8UOjgQ7T4atGUPU+KU2v8AjUL4CiRFKzItSpBLUrQdUIGNzNPY1IceMp\n4597W42K8P1Q6DlWBKBG1aWDGJFVkcKrA2TmCPfOsMDUX+TxrTWg41vSkbTa4Od/4EACDH+i8K9F\noVDcXKLKwz8fwZAv4VyKCD4vPVDUrVIoFDnJsEBiiiu6zumUAgt/7oAudxZt2wrCYnEwbNhJvv46\n6ooGxRoN1LrMzmXAwzJh1WM0LFoHn/eHckUsaHXuXIaqVb1o0WIfZrMDmw2MRg0//pjM9u118PFR\nSRqKm4B/RWg9XlK1ntgEejXY8gTUf7+ixHH6PHwwF354G74fBh88A4HXGW2p+O/ENoWz88G6RMqn\nR+QoN3pfM4m4ysZkhAduh5XboPVAOJnoyvdPM0s0T860jSUbJVz8obfh790353oUCkXhUKcyLHxH\nTF1fflBF6ykUnoaXIff/pdOZ27fG0/j003PUrWuiZcvrL80XUwU2TJZ1g+fhx7U3sIHXSY0aJjIy\nRNwByMx0cuaMjeXLU4q2YYrSRZ0eUKY6rH27qFuiyEIJPIoSx5tfwpP3QM0S7m9W3MhrsPb1IOjS\nEkIDJdpn8QgY1gO+HQzvPy2dyZxYrPD0ePjmD5ixBDq/A4vXw4/roN0g+GfPzbkWhUKhUChKG15G\neLUz+ObIZokIgXYenAKfkmJn1KhTvP9+hf98LqMBRvWC+UNh4DR4amzRFoew2525+lZWq/OS4KNQ\n/BcuZsCDb0u0fdCD8MWv+eyo0cA9n8LOmXBi3c1soiIflMCjKFFsjIPfNsDQx4q6JYqrwdcbZr0h\nET5xM8SgOZuOTSUfPhuTETrcJmleC9fCs5MkXDybdAtM+sH13G6HUbOhyUti5Bx3rPCvR6FQKBSK\nksyY3vB5P3j+PujUHCqGut+rPQGLxcFTTx0mMHArERHbqV7di3r1vG/Y+e+Iga2fynXXfx5Wb5Pt\nmVY4cAKSL96wtyoQPz8d7dr5YzKJyqPRSBTPrFmJnD2rKhsp/htPj5dI+UwbXEiDvp8UUJHYtyzc\n/Qn8+iRkKvPvokYJPIoSg8MBr3wssysBKiWr2BNZVlI1WsRA9QrwbCwsHC6+HD+8DQ2q5j5m8QZ4\ndiLMXiHlXEfOFtHvl/XQ9CUxa1YoFAqFQnF9aDTQrQ1M7Qvzh4nR8s//FHWr3Onb9zhz554nJcVB\nWpqTf/9NY8WK1Bv6Hn7eMK0fTH4Ruo2CnqMh4hFJ3yrf1X3CqTD54Yeq9OoVQt26JmJjA9i5szbV\nqpmoV28Pc+Yk4VTlCBXXybJ/JXI+m3QLzF1dQIXLGp0hvAn8+cZNaZ8ifzRO9Z9fbNBoNOqH+jLs\ndnjvG/nBsdokpWfH56BV0mWJ57uVMruQnhXFYzLClJfEq2fVNonyyYmXASY8Dy90kufpZpmNWLVN\nKntN7VtwWt+8efOIiYmhTp06hXNBCoVCoVAUM5ZugpemwM5pksL1X0lKSmLWrFn07dv3us9Rvvx2\nTp92z1Pq2zeMSZMKJ3f/zHmo3APMma5tPl6wZhI0rFYob3lFNm5M46mnjlC1qhdTp0YSEXED/jiK\nUsHxs/DlEnjvW7DZXdu1WgjwBpOXTL62qCvr+lWl2hwA5vMw4xaInQmV2xZF84sETxuje1hQpUJx\nbbz+BUz92TXI9zLAnqNQN6pIm6W4CTzaWm42Hy6UG8uQbnDPrfLaKw+Bd0f3zpbFCsO+gg1xcNct\nMHMJrI+T7QdPQrNXpNRrWFDRXI9CoVAoFMWN9rdCrUiYvAgGPlzUrRGCgnRuAo/BoCE0tPCGPL4m\nSc/KicMBWw8WncBz222+/PtvLUaNOkWDBnv54IMInnoq5IpVxBSlE5tdPC0//xXW7YZHW0l02oDP\nwO4AnQ4qhMC/n0BSKvy1A9bshGm/wrGz0Kw2tIyBFjFlaNp6Oj6/9YKntoNX4KXzf/4r7IiX/4mn\n71WT8YWJiuApRniaOugJhHSWH5pstFp4uwcMe7zo2qTwDAZ/AR/9KOKfVguBPvDju7D7CKzYAt//\n6b6/jxd8MQC6tZbnyRfhiTHw53YI8Yce9ebxyH0qgkehUCgUipzsOw53vAq7Poey/7F8+I2I4Fm2\nLIWHHjqIxeLEYNAQHKxn+/bahIQUjsjjdEKZh8SnJBuNRgyoX3oAet4N4SH5H1/YbNuWTq9eRwgJ\n0TNtWiWiojy87JniphF/EqYvgRlLIao89O4AD98pHpkgfebf/wV/H3jkLtf2nCSmwLpd8NdOEX22\nHYJ6ZQ7RImIfLTvdy+11oOcYWL1d+uQ+XuKzOfetklMt09PG6ErgKUZ42pfHEwjvCqfOu54b9PDe\nk/D6I0XVIoWn4HTCJz9Jha3wYPleVC4nr2Vawec+mZXIRqMBXy+4q76EnM7/E7bHu8q0GxPn8eO4\nGDq0cRd4zqeCUZ/3TU+hUCgUitLAgM8gNV18af4LN0LgARE1Fi9Owc9PS48ewQQHF27SwvIt8OAw\niXTItMEz98JjbeHz3+CHv6BVfRk8t79V9rnZ2GxOOeWucwAAIABJREFUxo07zbhxp3nnnQj69AlF\nqy0ho2vFNZFphUXr5Lu55QD0aAvPdLhx2Q/pZti4K52/Zk1ljfNx1saXJc3s7t3jbYTd00VUKgl4\n2hhdCTzFCE/78ngCn/4CAz4VRVinhQAf2PmFzJooFAXR9xP44je5ERn1UKksLPsANh+Q0NMPF7rv\nr09dS9+uoYzrXxOQ0qgd34L1e+Wm9WwsTHm55MxGKBQKhUJxtSRfhFq9YMkoaPAf0pJulMBTFJw+\nLyko4cHug+XUdPhulfQ5EhKhV3voda9r0gkkUiLumHgB1qlceG3cu9fM008fQafTMH16JUwmLTNm\nJJKZ6aRr1zLccouarSrupKSJ4LphL9SqBB+9COXKyPfri9/g69/l+9m7AzzUQjwsC4Wjq+Hnbqxv\nvoO2b4eQZna95OcN/3xUciw1PG2MrgSeYoSnfXk8hUXrYO4qCPaXyJ3IskXdIkVxwOkUE7nlW2QG\n4fVHINDX9Zrf/S5vJwCN9SQmn7KUC9HRvLaUQt16yBXh42OCj16Apzu4jrHa4LeN0vG9s17JmalQ\nKBQKheJyPvsFZq+EVeOuf7KjOAs8V8P2Q+JFMnsF3FYTesfCoQR4exYYdGC1S8TxgC6F1wa73cnH\nH59l+PCTZGQ4sFqdOBzg7a1l6dJqtGjhV3hvrihUHA5o/oqkSVmsoNdCGX8RDvefkHTBZzpA9Yo3\nqUEr+mNLSaDyd99x+nyWn49WJlXjZkjmRUnA08boSuApRnjal0ehKMlM/QkGToMMi1QMCM2Yx8Jx\nMfiE1OHv3RIBdDHD/ZgWMTB9AFSLEEO5lv1lVg5ENPp1JNx5y82/FsX1YcmEGcvgxDm4vQ50aJL/\nvovWwazfIcAX3ngUatyszpNCoVB4CHY7NHoBhj4GXe68vnOUdIEnmwyLpG598jP8vdv9NZMRDn59\n9dHov22Af/ZIRdCe91z9oLl790PMmZPstq15c1/Wrat5dSdA7n3fLocgP5koqxpx1YcqCoHDp6DO\nM/L9ykanheGPw6BHwGi4yQ2yZsBXjTgTM5xH5j/CnqNwSxWY8RpUCL3JbSlEPG2MXkJ0M4VCobix\n9OkkMx6rtkloa+BF8PaC2pVk+fp3+HOHK6dYpxXD73vekIid8GA4kOBeYvLJsXBolut5WoaUl12x\nVfb/7FUpN6koXOaughFZ5T/7dobnOuaebbba4M4BsDM+yxTQBEO7wxvdcp9v5lJ4cbLsp9HA/L9g\ny9S8O7qJKfD8JNi8X75fn72qog4VCkXJQKeDSX2g13i4r1khpn6UALy9oEc7uQ+0Hohb+orFCve9\nBTFREulQuRxULiuPK5WV+1E2I2fDqNku89qZy2D1+Kvz+TmbnHvb3v2ZmM0OTKYrlzia/hu88nFW\nMQsNzFsF26a5p55dDVabHF8U3kQlCZsdlv0rk1M58faCto2KQNwBMHhDx68o+8P9rBx8C9itEFj5\nUnUtReGgBB6FQqHIhzYNZQGYN8/9tWn94PZXINMOOKVD889HYrZ85rzkP+895n7MkTPw0mS4JRrq\nR0vZ9tXbpTN39IxE/OyZ7j6rYc6Er5bBmWQp764igPLG6YTR38Gni8VTafgT0L1N7v1++Qd6jXOl\n3w34VMLis1PrnE7xZZr/l3gpZM+CpZthyEwRY5xOCTO2O6RDNXi663xOJ1xMh+Ffw5DuEBoIZfyk\n4+pwSEd+7zHp0B45A837QtyXyqRboVCUDFo3gIZVYcJ8eLN7UbfG86leIfcEg7dRIi6SUqVv8M8e\nmZg4ekZKUvt5i+BTMQx+/hscWRNN6Rb4dz+8/bWIQ9n3KbtDoqvcnjsg3jscokyAU25eGZmkZFoI\nLbeTW1uF0LRdKCFlvdBoXG3UwKXn785y3fscTkjNgNFzYeRTEtFzpTS9DAt0GyX3ZY0GXu0MY3or\nL8Nr5VSSpP19thiqlIeYKrBn50WsSRkY/L2Ijvbn1hpF+KGGN4EKLeDLGND7gNMB98+B6p2Krk0l\nnFIj8Fy4cIGlS5eyePFidu7cydGjR7FYLERHR1OrVi1efvll7rjjjqs6z8SJE1m/fj0bN24kODiY\nZs2aERsby6OPPnrF40+cOMGUKVNYv349mzdvJjIykmbNmvG///2Pe++990ZcqkKhuAnUqAhxM8WQ\n2WSE1vXBK2u2smwZeKo9LFjj6vzotXBLVYnqWLcbpv4MWw+6nzPTKr5A/f8nA35LJjR7WfKmzZny\nPpP6QO+O7sedT4Wf/haxIbZJ0ZZjvR4cDillnxdOp3xWY7MEtte6wgt59Akm/QAjZrtmQXtPEE+l\n2CbSST6ZKBX3hn3l7q2UboFXP4Fx38P5i7KvQQ8mQ+5ZMKcDFq6Vv4NO61os1sv2Q6KyNsTBuQtS\nOjfIT9pz+JSrM253QHKqGHVnC4mXfy7frhBjxPrRkvKgOr4KhcLTGfccNHkJnmyvil5ciSA/+PEd\neGg42Gyg18PC4dA2j3sCyH3h7AU4chr2HBWBJyc2u3gLHkjIiorRygRDzntW9jZjkDeUc0rYsRMI\nCSS4ih8PNrSwdfU5Jr+5l/AqvtS/K4yoOgFotBqcTlfkcqbtsrY5Yd5q8ReyWCUyOSJE+iQRIa7n\n2Y8nzIclG10VTT/5GepUgqfUcOiKOJ1Skvzjn2DpJuh6FyweIVHgI0ac4t2ZJ9E6AK2GW+sHY9BX\n+g/v5UTzXzofF0/BoV+lE2W9KNt+7gYvJqhInkKi1HjwGI1GbDbXL5FOp8NgMGA2u2Iiu3Tpwpw5\nc9DlEyN49OhRYmNj2b1bkmVNJhMWi+VSzt2rr77K+PHj8/0n2L59O7GxsSQkJADg7e2N2Wy+9I8z\nduxY+vfvn+81eFp+n0JRmpg3bx4xMTHUqVPnyjtnMfEHeOML6bzcWgN+GSERHSCzaV6x7qXa9Trp\n+JxJhrJBEOQrHThrjjQvHy9I+8X1/FQSNHxeZs6cThEn1k+WsO+c/LVDysbrdZKWdGuN3O11OCS6\nxO6QNDR9PuHSKWkihlQMzT+keke8zDqWLwMdm+Yt4Mz6HV6YLNExt9eVTm3oZff6r5dBn49cooyP\nF0x9RcrPnkmWiiQnkyTt6USi+7HeXtLZ9fOWdoQHw8EEiZzJSf2qMHuwGLWX8ROh7vhZqP20y2fJ\noJdZ6fVTcl/HqNkwco5cR3Yb10yChlmVZGx2EeF2HYF7Xnf/e2o1EjZdPxqa1IImNWVdNRweHgHL\nNolo5WuSa/7s1bw/b4VCofAkBk+X3+aZr13bcaXFg+dyrDYRbsICr814tuHzsPOwKx3cz1vMa69G\nWFu3C+5+3f3++mlfePxueZ6e7mDu3PN8/PFZkpJsPP98KL16hRIaKg18+yuZHEk3y9jEx6Rh3Ydy\nT03LkL//ySS5T2ffqxMSZcIlIRH2HXdNeGTTrDbMGCiRTaUtZcvhcDJhwml++y2FyEgjI0dGUKGC\ne57jxQz4Zrn05zJt8ML94ruUXSQkKclGePh2MnNMUHl7w4YNtYiJ8bmm9qSk2Ona9RB//JGKyaRl\nzJgKvPBC2LVf2PG18ENHsFxwbTMGQPc/oWz9az+fB+JpY/RSI/BotVpq1arFiy++SMuWLalVqxZW\nq5Wff/6Z2bNn88svMmLq168f48ePz3W82WymevXqnDhxgooVKzJz5kxatmxJUlISM2bM4M033wRg\n4MCBjBkzJtfxCQkJ1K5dm9TUVOrVq8e0adNo0qQJx44dY+LEiXz44YcATJkyhRdeeCHPa/C0L49C\nUZq4HoEHRDTJtOXtRTB0BkxcIAN4owEqhcG2z8DLICLEhB9g2i/uggBIx61yOYgqB3uPSrWEnJ2k\nexrD0g9cz5dvgU5D3TtxK8ZC09qufTIs0tHbelBCsKPKw58TpPpCTj74Tjp1ep0IIivG5q7GMGcF\nPD1BzqPVQssYEbdyijwb9kKrga4UKINejIznD5NSs2eSZXlrhsxE5sSol8nGMn6u2cFN+3L7CTxy\nF8wc5P7Zbz0ALfq5In18vKRtrRuQi3/2QM8x0p5mteGbN3ILUCDC2qQfxPvA3wfefxpa1su9H8DD\n78KvG+Rv4W2UcsJLRsnfcMNeifrZECdePWkZ7n9XL4MYb5YkY0KFQlEySU2Hmk/BonelWtTVUloF\nnuvlzHl47H25b5QPhq8Gyf3qalm1TTzpzJnw4gPQrXXe+23cmMYnn5zlxx8vcP/9gbzwQhi1annR\ntFU8+7anotFqeLF/BJPHXL0BT+sBsGq767lOC9HhMsl0+rykmTWoKpMlDapCvSru/kMAK7ZAz7Fy\nz2xaC+YOkSjq4kifPkf56qskMjIc6HQQEqJnz546BAfr2XMUPvzezpylNhpEWrmrppVQk5VTp6yc\nOmXj5El5fPx4JufO2XOd22DQEBamJyRER2io3m0JCbn8uezTs+dhFi9OwWLJEvB8NPz0U1Xatg24\ntgtLPQGfVwdbjsokem/ocxy8g//LR+YxeNoYvdQIPEuXLqV9+/b5vv7EE0/wzTffoNFoSE5Oxt/f\nfVQzffp0evfujbe3Nxs2bKBu3bpurw8ZMoT3338fPz8/jh8/TkCA+5d/6NChjBw5knLlyrF582bC\nw8PdXu/RowezZ88mKiqKgwcP5hkF5GlfHoWiNHG9Ak9BOJ2SV//7ZjFO7NdZqjBlE3cMGvVxCTPG\nLBHk69dFADp8Ct77VmbBLqdskGvZES8zgzlpVltKsfp5g59J0qCmL3GlGxn14mEzI8fs61874N7B\nrvZoNFArErZPk3Qms1U6idV6yjobk0FMqyuXheQ0iQZfs1O8Ai7/SSvjD+WCpINWLgg2xsHh0+77\n3N0QFo9yn+VcuVVMKbONjv28YeOU3JFMIJ/Hx4tEOOsde22d4f+K3S4h1ev3Sue13//yFv9++Rse\nGemeTubnDRumSHSVQqFQeDozloo3yNpJV59eqgQezyYx0cbMmYlMnXqOxEQbFy/ayU6Q8PHRMH9+\nNB06XF3aze4jcHtfiT7SACEBsHkqBAdIavP2Q7DlgEw8bT0oEcaVy8rESMOqUgCjz4eQkdXf0OtE\nDNqQR6RtYWM2O1iwIJkLF+y0aeNPzZqmKx+UhdPp5OxZG+HhO3DkiOrWaCE80pvzKQ7MqVa0OImI\nMFCxgoHwcAPly+uz1oZL65AQHbfdttdN5PHz07JrVx00Gvn7nTvnWhIT7W7PZZuNs2dtmM25x5yD\nB5dj1KgK1/4BbfsClr8COiPYM+HeL6BOyTHp8rQxeqkReK7E6tWrad26NRqNhuXLl9OqVSu31+vX\nr8+OHTt48MEHWbBgQa7jExMTKV++PHa7nQkTJvDqq644eovFQmRkJOfOnePVV19lwoQJuY7funUr\njRo1AmDBggU8+OCDufbxtC+PQlGaKAyB52r4/V94ZoJ4w9xZT6JIckbVTP0ZBn7mEgK8veDlB0Q4\nyI6C6fMRHDjhft5yZaBuZbholpDfQyfdRRmQDpfRIJE3Wo10wi73mwF53WSUCBMvvXjd5ESnlbSj\nW2uI30CQr3Tsvlnufr6wQDgz3/3Yzfvhzv6uiBtfk0QWNaqeux0b4yTty2SEZztCtevog3gKqekQ\n/YTMSjqd8hlXCJEInmsJ31coFIqiwuEQL57+XfI2vc8LJfAUDxwOJ2XKbCMlxeG2/X//C2LatEoE\nB1/djepUklR+8jJIOrdfAQUHMq0i8mw9KMLPko25i1loNFLFMibq5qV4ZWQ4aNJkL/HxmTgcYrux\naFE07dq5JvvT0x0cPmwhPj6TQ4dkHR/veq7R4PosdVrJuQoNJLScgTee9ubxWD1hobqr8sLZuTOD\n++8/yJEjmYSF6Zk/P5qWLf2u+bqqVt3JoUPuHcMuXYKYPbsKBsN1ePKknoAL8RBUDfzKX/vxHoyn\njdFVNzELo1GmUJ1OJxaLxe21+Ph4duzYAUDnzp3zPD4kJIQ777yTlStXsmjRIjeBZ926dZw7dw6N\nRpPv8Q0aNKBKlSrEx8ezaNGiPAUehUJR+ri7MRz5Nv/Xn79PxJmPFko6z8MtYcRTIgKUz4p8fbcn\nPDPePUXrywEQ29R1nsHTYdICl8hj0MEjreDz/tJJdzil0sXT492jSsKDIWGue5vq9RbvoGx/IaMB\npg9wjzzJtML2eNhzBOxOEZO+HJj7+hpVF0+hL5fK817toW5U3p/FbTWvLRXAk/H3gb8mSIWRQyeh\nTmWY86YSdxQKRfFBq4VJL0D3UfBAc1UtsCSh1WqoUMFISorLy1Sngy1b0omK2kloqJ5bb/XJWnxp\n1MiboKDcN7DfFp1j6tRzmEwaQt8OLzD9x2iQKqS3RMMTd0tqdfdR7iXmQQyrzyRLX6FBVfG4q591\nnH8eNjRjpqczYuRp7DYHXbuH8uX7gddU0GDGjEQOHDDjsnV10qXLITp2DOTQIRFykpPtVK5spEoV\nL6KjZd28uS/GAC+S7UbiTup4//MMCZ/WaiVH7VQSg4dH07/btdU3j4nxJj4+BpvNiV5//ebI06dX\npmPHgzidTrRaDWFhOpKSbNSuvZuRIyN4+OEgtNprOL9/BVkUhY7qKmaxfPlyQBS4xo0bu712/Pjx\nS6/Vq5ePsQJQt25dVq5cyYkT7lPl2ccDVzw+Pj4+1/EKhUKRHxoNjH1WSotmR3pcTrfWkho04QeZ\nGHqzm7u4AzD0MSnZvv2QnLNyOfjoRff0oUdaSbWun/6WUGi7A+YNzf1+v46Ejm+J8aOfSdK8Lk8r\nMhokbH/hWolSubNe/sJN3SgY/9zVfyYlhVqVYMunRd0KhUKhuH5axIiJ/tjvYfgTRd0axY3k888r\n0b79gUsCQMWKBjZurIWPj5Z9+yxs2pTOpk1pDBuWwNatGYSHGy6JPo0b+7BjRwZvvJFAerrMBt1/\n/0F+/706d9xxddEmsU0gyusiu1ccxplpQ1vGj/fHRzHocT0paTKJlB3tM3OZFDoID3aJPg2qwo6d\nZob02XdpRmrm2BTs1ii+Hi9GPlark1OnrCQkWDlxIpOEhOzHrvWhQxYuiw0gI8PJvfcGUKWKF1Wq\nGAkNMxB3XHOpPYsPwNa1ErHUsJos5St5c2rbGQmDNhkxNYzirsbXJu7k5L+IOwCtWvmzZUstVqxI\nxd9fR+fOQXh7a/njjxTeeCOBMWNOMXp0BbdIJYVnoAQexAA52+S4ffv2hIa6O1jmFFwufy0n2a9d\nLtBkP9fr9QQG5p+Xmt/xCoVCcSU0moI9Dnq0kyU/fEywZqKkTtkdIqpcXkVLo4FvB4t3zrkL0iEp\nl4eZYWRZ8eWx2uQc+bXLoJfSngqFQqEouYzpLdWewoJE9G/XSJnFlwTuuMOP7dtrs3x5Kn5+Wh58\nUAQAgFq1TNSqZaJHDwklttud7N1rzhJ90vnhh2T++SfNzYcvI8PJgAHHefHFMPz9dfj7a/H31xEQ\n4Hrs56e9FDVy/JiFw0sO4MwSiLTJKfz02UEGPV6TAF8RF1vEQGamg7Q0B8kXHOw+5GDrPge7ttlZ\n9LODzbusUC0C0iwSwmy1MWvaSZYvOMXFZCtpF+0EldETWtZAufIGKkQYqFjRQJNm/kRXMRBZ0cBP\nKywMefWQVH8A0OnwrRFCSkAIX22ALbNh91HxWsw2jH6zmzwOC3Jdf4+2GtoNKsfZC+VwOmFCH2ic\nR8XTm0mNGiZq1HD3E2rXLoANG/yZPz+ZPn2OERVl5IMPKtC48bVV6VIUHqVe4LHb7XTv3p3ExEQC\nAgKYNm1arn2uVeAxm80kJycTFBTkdnxwcMFO4Vcj8AwfPvzS41atWuXyClIoFIrrRauFmCoF76PR\n5F1iPS9UOpFCoVAoAn0lwvTVT8RrRauVFNT6VYu6ZYr/SnS0F9HRXlfcT6fTULeuN3XretOzp9Rw\nr19/N9u3u+dXXbhgZ+nSFFJSHKSm2klNdV+npTnw8dESEKDD6XSSkeHyALJZYe3aNGrW3EV6uoOL\nF0XYcTqd+PqKOOTrq81a6yjrp8U3IYOLyTZJjTLIog0w0aZbKJiM2PV60swaUjPEG29zBvwZD6m7\nxMPQqAetxhvuqi9uz1oNeBu5oNOw5aCYQT/VXtLDCvIXAqhREQ5/I+llQX55F2DwFLRaDV27luGh\nh4L44otz3H//Qe68048RI8KpVu3qDaaLK6tWrWLVqlVF3Yx88dju98yZM+nVq9d1H//bb78VWDUr\nm759+/Lnn3+i0WiYPHkyFStWvOIxRUlOgUehUCgUCoVCofBkJswXM3+bXRaA5z+Evz8q2nYpipah\nQ8Pp2fMw6ekS+uLrq+W776pQv37+kSAOh5OLF0XsWbgwmUGDTpCR4QoD0uthwYJoAgJ0l8QcozGP\n3PUs5iy4SPeu+6Xig8UKOi0vPR/Eh6N88z0mG6cT0s3igfjOtzosem/ZqNEQGQZf9L+GDyMLrdbl\nn1gcMBg09OkTxhNPBDNp0hmaNYuja9cyDBsWTvny159e5ulcHmTxzjvvFF1j8iD/b3wRk+0SrtFo\nrnu5EgMGDOCTTz5Bo9EwceJEHn/88Tz3yyn6nDt3Lt/zZb9mMpkuRe/kPD4pKanA9mQfX6GCMqBS\nKBQKhUKhUBR/jp0Fq91928mCu8SKUkCXLmX4/vtoHnggkEceCeKvv2oUKO6ARI4EBOioUMHIs8+G\nUqeONz4+Mpz18dEyZkwF6tb1JjLSSHCwvkBxB6BbZz9mzKpKRLQvYZHevDGsIpNGXl3+oEYjxuF9\nO0PVcKnyafLS4OMlBSpKE76+OoYMCWfv3rqYTFrq1t3N0KEJpKS4/+N7UqWpkozHRvB069aN+++/\n/7qPDwgo2PBp4MCBTJw4EY1Gw7hx43jllVfy3TciIuLS48TExHwFmMTERCC3QJN9vM1mIyUlJd+2\n5Xe8omAyMhzs3m0mIEBLtWpeVyXuKRQKhUKhUCgKn7sbwdxVrgqMJiO0aVCkTVJ4CLGxgcTG5u9P\nWhBGo5Y1a2owc2YiCQlWWrb04+67r93w98luATzZ7fqNgn1MsOljmP8XXEiDtg1zF5YoLYSG6pkw\noSJ9+4YxbNhJqlffxeDB5WnWzIdu3Q5z9Ggm0dFeLFwYTUyMKqtXWHiswGM0Gq/oWXO9vPbaa0yY\nMAGNRsPYsWPp169fgftHRkYCojpu376dW265Jc/9du7cCZArzSv7eIDt27fTokWLazpekT8HDphp\n2XIf6ekOrFYnDz0UxKxZUddWtk+hUCgUCoVCUSg82loM/EfPBYdTBsCTXyzqVilKAiaTluefDyvq\nZuDtBY8XUMiitFG5shdffRXFjh0ZvPbacQYMOI4jyy7pwAELbdrs58iRmEum3IobS6n7VAcOHMj4\n8eMviTv9+185hi4qKuqSqLNgwYI890lMTGT16tUAPPDAA26v3X777YSFheF0OvM9fuvWrcTHx+d5\nvCJ/unc/zJkzNlJSHGRkOFm06ALffXe+qJulUCgUCoVCoUBSWd57Csy/QsZi+GWEpLYoFIqSTb16\n3gwbFo7J5D7xbjY7OHDAks9Riv9KqRJ4Bg4ceClyZ9y4cVcl7mSTncK1ZMkSdu/enev1SZMm4XA4\n8Pf3z2UObTQaee655wCYM2cOJ0+ezHX8hAkTAKhSpQqdOnW66naVdvbtM19ShAHS0hzs3p1RdA1S\nKBQKhUKhUORCq1XVFRWK0kZoqJ7LrXcyM52EhOiKpkGlgFIj8AwaNOiSiDJhwoQrpmVdzmOPPUbF\nihUxm83ce++9rFy5kszMTE6fPs3o0aMZOXIkAM8//zz+/v65ju/Tpw8BAQGcPn2aDh06sH79eux2\nO0ePHqVfv3588803aDQaBg4cqDxkroEaNUxoL/sW791rISnJRt++x7jllt106nSA+HilEisUCoVC\noVAoFArFzaJGDRM9e4bg66vFy0uDr6+WV14JIyLCg+vAF3M0zlJgZ3306FGioqIA0Gq1hIYW7I7+\n2muvMWDAgFzbjx07RmxsLLt27QIkMiczMxOQal99+/a9JCLlxY4dO4iNjeXEiRMAeHl5YbFYLrVr\nzJgxBUYVaTQa5T5+GQcPWmjZMo6LFx3YbE7at/dHr9eyePEFbDYnVivodBAcrCcurg5lyqipI8X1\nMW/ePGJiYqhTp05RN0WhUCgUihJJUlISs2bNom/fvkXdFIVCcYNwOp0sWZJCXJyFmBgT7dpdv6m1\nJ+JpY/RSMdp1ZOXwZH/4Z8+eLXD/tLS0PLdHRkaydu1aJk6cyPr169m4cSPBwcE0bdqU2NhYHn30\n0QLPW69ePdavX8/kyZPZsGEDW7ZsoXr16jRt2pQuXbrQvn3767vAUkzVql4cOhTDnj1mAgJ0VK3q\nRVqanYCAbZdSt+x2yMiws2JFKvfcE8DAgcdZvz6dmjW9+PDDSMqXNxTtRSgUCoVCoVAoFApFCUSj\n0dChQyAdOhR1S0oHpSKCp6Tgaeqgp2I2O/Dz24rd7r69TRs/EhKsHDpkITMTDAaoUMHI7t11cDic\nDB6cwN9/p1G7tonx4ysQFibCz+HDFrZsySAiwkCTJj6XUujMZgd79pjx9dVSvbp7efaEhEzMZieV\nKxvR6VTKXUlARfAoFAqFQlG4qAgehUJR3PC0MXqp8eBRlB5MJi09e4bg4yPCitGoITJSxJm4OBF3\nAKxWOHPGyvLlF4iNPcDnn59j06Z0vvsuiWbN4jCbHfzyywXq1t3Dk08epm3b/Tz99BGcTidHj2ZS\no8Yu7rprHw0a7KFLl0PY7U7sdifdusUTHb2LevX2UL/+Hs6dswGwbVs6VavuxGDYTM2au9i1y2UG\nvWdPBu+8k8DIkSc5dizzpn9mCoVCoVAoFAqFQqEo3pSKFC1F6ePzzysRE2NixYpUoqO9ePvtcDIy\nHEyadBaz2aWwms1OHn74sNs2qxVOnLAyevQpPvjgtNtrc+eep3PnIEaPPs2JE9ZLaWBLlqQwY0Yi\nVquTn35KxmJxAk727TPTu/cRvv46itat93Pk2Ba3AAAgAElEQVT+vIQV7dtnoVWrfRw9Wo8dOzJo\n02Y/GRkOtFoYO/YM//5bi6pVvUhNtfPmmyfYsiWDhg29GTWqAv7+ynVeoVAoFAqFQqFQKBTuqBSt\nYoSnhX8VN5xOJ/fdd5CVK1PJyHDi5aWhZk0TP/4YTa1auy5F9oCkbzVp4su6dWm5Svt5e2vIyMj9\nd8iu5pWzbDuIyXNEhMFNEMp+j0ceKcPatWnEx7veXKOBJ54IZvr0yjRtGsfOnRlYLNLeunVNbNhQ\nC51OQ3KyjW++SSItzUFsbCD16nn/149IUQAqRUuhUCgUisJFpWgpFIrihqeN0VWKlqLUoNFoWLgw\nmsGDy9OhQwAvvRTGmjU1iIoy0rq1P97ektLl5aWhWjUTK1ZUJzLS3YDZx0fD+vW1uOsuP3Q5Amm8\nvWHKlEjefTcck8m1XauFZs18+eKLShgu83J2OqFKFS/S0x25ts+alUSlSjvZsiU9KxoILBYne/aY\n2bEjg6QkG/Xq7eG1107w1lsJNGsWx++/p9y4D0uhUCgUCoVCoVAoFMUKlaKlKFUYjVqGDg3PtX3R\noqqMGHGKdesuUqeONyNGRPB/9u48vIlq/QP490yaNOkOXSi0BcoOLYvXhX0X2UQ27xVRcAURLyIo\nisvVAi6AVBAUvSgIgj8QFEW9gAsIKggoW4WyU7a2tHSha9I0yfn9UTM2JGkLFdq038/z9LHNnHfm\nZN6c1nk5c0anU7B5czPcfvtJZGVZICWwaFEU2rY1YMWKRuje/TguX7bCYpEYMCAA48eHwGIpeQzg\ngQNGKArg66tg1arGaNzYGw8+GIJVq7JQXCyh1QqMGxeCmTMbwNdXwcyZF9VCj4+PgiVLolC3rhdG\njDjtdEtZ167HERKiQUrKXzOCLBYbJk06j6NHYyClxFtvpeP99zOg0wnMnFkfI0fWuSHnl4iIiIiI\niKoGCzxEALy9Fcya1cDp9datDTh/Phbp6RbUqaOBt3fJpLdGjbxx4kQMEhMdn6Kl0Qhs29YC+/YV\nwmi04eabfeDrWzLV5733onDXXYE4etSEmBgD+vcPAABMm1YPublWLFmSAS8vgRdfDMd99wXDapWI\niTE43aL17bfNMHHieZw7d9mhr0lJZsyefREXL5qxZEmmehvZ2LFn4O+vwR13BFzPU0hERERERERV\niGvweJDqdn8fXX/uFlneujUPQ4acRGFhyedBrwe6dfNDTIwB//1vhsOsHwAYNSoIq1c3gc0m8fbb\n6fj002yEhHjhjTciuHZPBXENHiIiouuLa/AQkaepbtfonMFDVI35+2uwaFFDp9f79PHH4sUNMW1a\nMoxGG4YNC8QHHzSCXq9gx44C/P57oUP7jRtz8cwzF5CWVozPP78Mo1FCCGD79nwkJLRGdLT3jXpL\nREREREREdB1wkWUiD/XAA8FIT2+HvLwOWLkyGnp9yXB+7bUG8PEpWTBaCMDXV+CjjxrBz0+D1auz\n1Vu3pARMJhvWrctW95mba8WOHfk4csR4498QERERERERXTPO4CGqYe64IwDff98cK1ZkQq9XMHFi\nKFq21GPECGDhwnRkZ1vVthYL8OWXOejWzQ8Gg0DfvidhtUpYLBL//GcdfPRRIwghqvDdEBERERER\nUUWwwENUA3Xp4ocuXfycXp86NQxvvJGGwkLbn0/5EujWzRePPHIOJ0+aYLH81fbzzy9j2LAgDBsW\ndAN7TkRERERERNeCBR6iWuTFF8MRFqbFunUliyzPnFkfzZvrMWeOhE6336FtYaENhw4VqgWeM2eK\nsHVrHvz8NLjrrkD1ljAiIiIiIiKqeizwENUiQgiMHx+C8eNDnF5v2VKPxEQT7IvACwHMnZuO9HQr\nbrvNBxMmnFdfb9hQhz17WqqPgCciIiIiIqKqxX+CJyIAwOefN0FYmBf8/RV4ewtMnhyGP/5ojcBA\nDR566CwKCmwoKLAhP9+G06eLsGRJRlV3mYiIiIiIiP7EGTxEBABo2VKPs2djcfJkEerW9UL9+loA\nwKxZDfDee+nIzLSpbU0miWPHTOrPZrMNu3cXQkqJ227z5e1bRERERERENxgLPESk8vZWEBNjcHq9\nd+8AfP11DoqKSu7f8vICPvkkG3l5Njz8cDAmTbqACxfMAICwMC/s2tUKISH89UJERERERHSj8J/Z\niahcS5c2QvfuftBoAG9vgTfeiMD587H4xz98MHz4aRw9akJeng15eTacO2fG009fqOouExERERER\n1Sr8J3YiKldAgAbff98cFouERlOyKDMAPP10PXz99WVs316gti0uBg4dMlZVV4mIiIiIiGolzuAh\nogrz8hJqcceua1c/GAx/vaYoQGKiCdOnJyMlxYytW/PQsOEf8PHZj759j+PSpeIb3W0iIiIiIqIa\njwUeIqqUl1+uj+7d/aDXC+j1At26+eL331uhoMCG1q0TcccdJ3D+fDGMRomff87HnXeequouExER\nERER1Ti8RYuIKsXbW8Hmzc2QklIMKYGICC2EEFi0KAotW3pj6tRkWK0lizMXFwN79xbCZLLxSVtE\nRERERER/I15hEVGlCSEQEaFDZKTO4RauqCgdvL0db+my2YDvvsuFzVZS9Pn99wLMnXsRS5dmwGSy\ngYiIiIiIiK4eZ/AQ0XUzaFAgYmP1+OMPE0wmG3Q6YNSoYLzySipeeCEFPXv6YdmyDFgsgE4nsGBB\nOn77rRVn9xAREREREV0lFniI6LrRagW2b2+BTz7JRmpqMbp29UXPnv6QUuK77/Jw550nYbGUtLVY\nJJKSzFizJhsPPhhctR0nIiIiIiLyMCzwENF1pdMpeOghx4KNEAL9+wdAUQQAqb5uMtlw/nzRDe4h\nERERERGR5+N9EERUZXr39oNO57hGz7x56XjqqfM4d86Mb77JQXh4AvT6kkesZ2ZaqqinRERERERE\n1RsLPERUZdasiUbfvv7Q6wXCwrzw2WdNkJjYBlqtQNu2iRg27BTS0iwoKip5xPqIEaerustERERE\nRETVEm/RIqIqExTkhY0bmzm9/uabkahXT4vnn09WXysuBn7+OR82m/zz1i4iIiIiIiKy4wweIqqW\nIiO1Tk/TEgJYt+4yLJaSdXtOny7CvHlpmD8/DampxVXRTSIiIiIiomqBBR4iqpZGjAhCy5Z6+Poq\n0GoBvR548slQvPNOOpo3P4znnruAdu0S8cILyXj++RTExCTi7Fku0ExERERERLUTb9EiompJp1Ow\nc2cLrF6djfR0C3r08EPHjr4AgF27CjB06CkUFNifwCVRXGzFrFkX8eGHjaqu00R/I7PZhrffTseh\nQybceqsPHn88FBoNb08kIiIiItdY4CGiakunU/DAA8FOr3fq5IsGDbRIT//rqVo2G3DsmBFSSghR\nchFssUhcuGBGnTpeCAzU3LB+E5XHaLRBrxfqZ/VKNpvEgAEnsWtXAYxGic8+u4wff8zDZ581cRtD\nRERERLUbb9EiIo80cmQQfHz++hWm0wkcP25Gx47HsGpVFhITjWjS5BBiYo4gLCwBs2alVmFviUoc\nOFCIiIg/4Od3AMHBCdi2Lc9lu/37C9XiDgAUFtqwcWMuzp/nWlNERERE5Bpn8BCRR3r++XBkZlqx\ndGkGNBqBZ5+th2nTwrBpUy4WLryEhx7Kg+WvCT6YMycN3br5oXdv/6rrNNVYJpMNhw4Z4euroFUr\nvctZNkVFNvTrdwIZGVYAQHa2FYMHn8TKlY2RkWHFiRMmnDxZhBMninDyZBHMZukQr9EIGI22G/J+\niIiIiMjzsMBDRB5JoxGYPz8S8+dHOrw+ZEgQhgwJgpfXPofXi4ps2Lu3wKnAU/qWLqJrcfZsEbp1\nO46cHCusVonbbw/A+vVN1PVyrFaJU6eK8N13ucjNdSzQGI0ScXGpuPVWXzRr5o377iv5b0SEFjff\nfBQpKcWwWgGttuTJck2belfFWyQiIiIiD8ACDxHVSA0aaB1uZ7HZgPj4dFitwIMPBqO4WGLYsNPY\nv78QdetqsHJlYwwYEFiFPabq6ORJE1JTLWjTRo/gYNd/Mh944CxSU0sKMQDw7be5uPvu0/Dz0+DQ\nISOOHTMhPFyLFi28YbU6zsoxGATWrIlGmzYGp/3u2NES48adxZEjJtx0kw+WLGkILy8WI4mIiIjI\nNRZ4iKhG+vTTaPTvfxKKAlgswKBB/nj66Xr44INMtGqVCJtNIj/fBpsNyMiwYuTIJCQktOYMCVK9\n8EIyFixIh04nYLUCX33VVJ0BZjLZcPiwCfv3F2LPngK1uAMARUUSZ86Y8eSTYXjyyVC0bq2Hn1/J\nIt9vvpmGuLgUddbYo48GuyzuAEBUlA6bNze/vm+SiIiIiGoMFniIqEbq3NkPp07FYO/eQoSEeOHm\nm30ghEDHjn6YObM+oqIOwVbqbhkhJHbtKnAo8FitEhcvFiMoiE/gqklsNomjR02wWoHWrfUuZ8Xs\n3l2At9++BKNRqgsdDxp0EnffHYQDB4w4daoIzZvr0aGDARERWpw+bVY/Tz4+AhMnhuKhh5yfADdt\nWj307u2HhAQjmjXzRo8eXBOKiIiIiP4eLPAQUY0VGqp1edtVvXpaaLUCRUV/3S5TWCgxc2YqLl2y\nYNSoOsjNtaJv3xPIzLTAagVGjcpBbOyN7D1dD0ZjyULHBw4YIQQQHa3D9u0tUKdOyZ/D9PRi7N1b\niGXLMlFU5LheTlGRROfOfpg6tR7atNHD27vkKW7nz5vRvftxZGVZYLFIDBwYgIcfdi7u2N1yiy9u\nucX3+r1JIiIiIqqVWOAholpHoxFYuDAKU6ZcgNUqodUKdO7sg6lT62H16mzMmJEKs9mGwsK/CkBr\n1mRjwIBCtGlThR2nMhUXSxw5YoJWC7RsqYeiOM/MmTUrFXv3FsJkKsntkSMm9OlzAg0b6rB3byEK\nCmz4xz98EBmphUYjHNbMCQnxwuOPhzgtyh0VpcOxY21w9KgJvr4Kmjb15sLdRERERHTDscBDRLXS\n+PEh6NDBgF27CtCggRbDhwdBoxEYMCAQeXlWBAQcdGhvtYZj714T7r33r9d27MjH//1fFnx8FEyc\nGIroaK7fU1UyMizo3v0YLlwohs0m0bGjLzZtagZvbwVSSiQnF2PfvkKsXZutFneAkvWZUlKK8cIL\n4Zg/PxLR0Tq1ONO2rQEvvZQCnU5AoxH45pumbgs33t4K2rf3uSHvlYiIiIjIFSGllOU3o+pACAGm\ni+jGCA09iIyMv1bOVZQ06HRhuO02fwwdGojAQA0mTToPo1FCUQA/PwX797dGkyYs8vzd8vOt2LYt\nHwDQq5efumBxaaNGncb69ZdR/OeD03Q6oFMnP/j4KNi3rxBSAjff7IPcXCt++62gVDuBe++tg+XL\nG7s89qVLxUhLs6BJE2/4+CjX4+0REdGfsrKysHLlSkyePLmqu0JEVCHV7RqdM3iIiFxYu7YJhgw5\nBS+vklkeHTqcwsKFUUhNrYcNGy7jo48yYbGUtLXZgLw8GxYuTMeCBVHqPoxGG9aty8bly1b07euP\nmBjXT0si99LSinHrrUdx+XJJsS0oSIPffmuFevW0sFgkjh0zYf9+I77/Pk8t2gCA2VwSO2dOBG6+\n2QcREVoIIVBYaMPtt59AQkLJGjyNGunw1luRbo8fGqpFaKj2er9NIiIiIqJKY4GHiMiF3r39cfx4\nG+zdW4iwMC3OnDkGvV7B4MGBGDw4EFu25OL06b8qClICn312GQ0aaNGnjz9attSjU6djOHvWDIul\nZJbP+vVNXC76XFudO2fGjBmpuHixGMOHB+GRR4KdboF67rlkpKYWq8W0ggIbunc/jqAgDQ4fNiEy\nUqs+ySonx6o+rtxgEBg9ui6GDg1y2J+Pj4JffmmBxEQTrFaJmBiDy6doERERERF5GhZ4iIjcaNBA\nhwYNdACAs2cdiwAPPRSCN95IQ2FhyZOWDIaSdX0uXCjGgw+exenTRTCbpVpwAIDx48/h3Lm26s/F\nxSVP7vr221xERekQHx+Bxo1rxi1eFy8W48CBQtSvr3W5Nk1aWjH+8Y8juHy5pCizfXs+zp83Y/r0\ncBw9asLhwyYcOmTEV1/lqMUdoGS2lM0msWBBJNq1M6i3a126VIxu3Y4jJaUYUgK33OKD556r57Jv\niiIQG8vZVERERERUs7DAQ0R0DV54IRw2G/DRR5nQ6wVee60BRoyoo26fNu0C4uPTHWKSk4vxxBPn\n/nxMtg/eeCMVX36ZA6NRYt++Qmzfnodjx2IQHPzXr2aTyYaPP85Cenoxevb0R/fufjfsPbpz+LAR\nly5Z0K6dAXXrOv8Z2bIlF0OHnoaXV0kRa8yYYLz3XpTD7JyPP85CXt5fM24KCmyYNesi5s5NQ7Nm\n3oiNNSAmRo8+ffzwzTc5KCoqaWcwCNxzTx106eJ4HkJDtTh0qA0OHTJCpxNo3dr1U7SIiIiIiGoq\nFniIiK6Bogi8/HJ9vPxyfZfbhw0LwuLFl9RHrWu1wK23+qBZM2/88EMu5sy5iGPHitT2VmtJkWPl\nyixMmhQKjUagqMiGTp2O4cSJIphMNuj1F/H221F49NEQh2Nt2ZKLN964CLMZePLJUNx9dx1cKTnZ\njA0bcqDRAMOHByEszHldmf37C7FwYTosFokJE0LRtatjEUVKifHjz+H//i8LWq2AlMD33zfHbbf5\nOrT55z+TUFBgU19bvjwTZrMNFgtw4kQRTpwwIT/f5rBmDlCyMHJOTnvodH8tZmw223DPPUn45psc\nAED//gF45RXX51yrFbjpJj7JioiIiIhqJz5Fy4NUtxW6iWqTtWvXIjY2Fm3atKlwzIoVmZg8+QIK\nCkoWWf700yYIDCy5pchikdDr9zvcwqXRAIGBGhQW2hAd7Q0fH4GEBKNDIcRgEMjN7aCuG/PTT3kY\nOPCkWkjy8RFYtqwR7rmnrhpz7JgJt912FMXF9jYK9u1rjYYNdWqbvXsL0aPHcfWWMx8fgQ0bmuL2\n2wPUNhs35uBf/3Is3oSEaPDqqw1w4UIxLlww49w5M7ZuzXc4DxpNSWHm7rvroHlzbzRv7g2TyYa2\nbY8gP98GKUuO99BDIXjnnSi4kpNTcqLs54+IiGoePkWLiDxNdbtG5wweIqLr5IEHgvHAA8Eut3l5\nCTz6aDBWrsxCYaGElxcQEuKFI0faQKdTcOpUEd55Jx0HDxod4oxGCYNhP4KCvBAW5oVLlyxqcQcA\nCgslpk1LRlaWFXq9Ar1eID4+Dbm5fxVlioqsePjhM5g0KQzFxRJms8Tbb6erxR37fsaOPYMePfyR\nlWVBdrYVZ84UORR3ACAjw4q9ewsRGalD9+5+iIzU4ciRM0hN/WvhHG9vBTNnNsDNNzvOrtm5syWe\neeYC0tMtGDYsCC++GO72XLKwQ0RERERUNhZ4iIiqyLvvNkSzZt7YvDkPDRvq8NprDRAUVPJruW1b\nA6ZOrYdVq7JhsZQUVXQ6ga5dffH9982RmWlBeroFkyadw7ZtFof9ms0SCQlGmEw2mEwSp06ZHbbb\nbMCBA0YsXZoJnU5AqxVITb3ifqk/jzd0aCDq1NGgbl0vHD9uwvjx52A0lhSUhACaNfPGkiWNHOK+\n+645+vY9gYICGywWiddfr+9U3AGA2FgDNm9ufu0nkIiIiIiIVCzwEBFVEY1G4JlnwvHMM65nrrRs\nqceXXzbBI4+cRVaWFT16+OGTTxpDoxEIC9MiLEyL11+PQN++J9Sii4+PwPvvN8SwYX89HnzWrFTM\nnn3R4TauWbMa4PHHQ9U2mzbl4O67Tzu0mTGjAe69969bvW67zRfHjxdhzpw06HQCvr4KNmxo4tTv\n2FgDLlxoiwsXzAgO9kJAAGffEBERERFdbyzwEBFVY/36BTg8Wv1KnTv74fvvm2POnDQUF0tMmhSK\nQYMCHdq88EI40tKK8eGHmVAU4MknwzBhguNCzQMHBmLlysaYNesirFaJp54Kc3l72cyZDTBpUiiy\nsqyIjtY5LIhcmlYrEB1dMx75TkRERETkCbjIsgepbgs4EdUm17LIMhEREVUcF1kmIk9T3a7RXf/T\nKxEREREREREReQwWeIiIiIiIiIiIPBwLPEREREREREREHo4FHiIiIiIiIiIiD8cCDxERERERERGR\nh2OBh4iIiIiIiIjIw7HAQ0RERERERETk4VjgISIiIiIiIiLycCzwEBERERERERF5OBZ4iIiIiIiI\niIg8HAs8REREREREREQejgUeIiIiIiIiIiIPxwIPEREREREREZGHY4GHiIiIiIiIiMjDscBDRERE\nREREROThWOAhIiIiIiIiIvJwLPAQEREREREREXk4FniIiIiIiIiIiDwcCzxERERERERERB6OBR4i\nIiIiIiIiIg/HAg8RERERERERkYdjgYeIiIiIiIiIyMOxwENERERERERE5OFY4CEiIiIiIiIi8nAs\n8BAREREREREReTgWeIiIiIiIiIiIPBwLPEREREREREREHo4FHiIiIiIiIiIiD1frCzyzZ8+Goijq\nV3lycnIQFxeHgQMHIiQkBC1atMDYsWOxZs2aCh0vOTkZzz//PPr06YOgoCC0bdsW48aNw+bNmyv7\nVoiIiIiIiIiolvKq6g5UpWPHjmHGjBnqz0KIMtufO3cOgwYNQmJiIgBAr9cjOzsbJ0+exKpVq7Bn\nzx7Ex8e73U9CQgIGDRqElJQUAIDBYEBiYiIOHz6MZcuW4c0338TUqVP/pndHRERERERERLVFrZ3B\nY7PZ8PDDD6OoqAidO3cut73JZELXrl2RmJiIyMhI/PDDD8jJyUFKSgpef/11AMCCBQvw3HPPuYxP\nSUlB9+7dkZKSgrZt2+LXX39Ffn4+kpKSMHnyZEgp8cwzz2Dx4sV/6/skIiIiIiIiopqv1hZ4Fi1a\nhF9//RX3338/7rjjjnLbf/LJJ0hOTobBYMCmTZvQp08faLVa1KtXD9OnT8fzzz8PAHj//feRm5vr\nFP/ee+8hLy8P9erVw+bNm9GxY0cIIdCwYUPMnz8fo0ePBgDMmzcPUsq/980SERERERERUY1WKws8\nSUlJePHFFxESEoL58+dXqKCycOFCAED//v0RExPjtH3q1KnQaDTIz8/HsmXLHLYVFRXhv//9LwDg\n3nvvRf369Z3in3nmGQDAmTNnsGHDhqt+T0RERERERERUe9XKAs+4ceNQWFiIt956C8HBweW2T0pK\nwh9//AEAGDFihMs2wcHB6NGjBwA4FWh27tyJjIwMCCHcxnfo0AHR0dEu44mIiIiIiIiIylLrCjwf\nfPABtm7din79+uH++++vUMyFCxcAlCzC3LZtW7ft7DN7kpOTXcYDuKZ4IiIiIiIiIqKy1KoCT3Jy\nMqZNmwYfHx/1lqmKxtmFhIS4bWffdmWBxv6zl5cXAgMDrzqeiIiIiIiIiKgstarA89hjjyE3Nxdx\ncXFo3LhxheOutsBjMplw+fJlp/i6deuWeRwWeIiIiIiIiIjoWnhVdQfcWb58OR5++OFrjt+0aRP6\n9++v/rxq1Sps3LgRN910E6ZOnfp3dLFKxMXFqd/36tULvXr1qrK+EBEREREREdUW27Ztw7Zt26q6\nG25V2wKPEMLhv9caDwBpaWl46qmn4OXlhQ8++ACKcnUTlyIjI9XvMzIyEBER4bJdRkYGAECv1yMo\nKMgpPisrq8zj2OPd7R9wLPAQERERERER0Y1x5SSLGTNmVF1nXKi2BZ57770XQ4YMueb4gIAA9fvp\n06cjKysLEydORMuWLZGfn+/Q1mw2q98XFBRASglvb29otVoAQIMGDdTtmZmZbgswmZmZAJwLNPZ4\ni8WC3Nxch75VJJ6IiIiIiIiIqCzVtsCj0+nKXbOmopKSkgAAixcvxuLFi922k1LC398fADB58mTM\nnz8fABAVFaVuT0hIQLt27VzGHzp0CIDjjJ/S8QCQkJCAbt26XVU8EREREREREVFZasUiy0KIMr/c\ntbVr3LixWtRZv369y2NkZmZi+/btAIChQ4c6bOvSpQtCQ0MhpXQbf+DAAbUQdWU8EREREREREVFZ\nakWB58cff4TVanX79corrwAoKe7YX3vrrbcc9vHkk08CADZv3ozExESnYyxYsAA2mw3+/v5Oi0Pr\ndDo89thjAIDVq1cjNTXVKd5+vOjoaNx1112Vf9NEREREREREVGvUigJPeaSU5ba57777EBkZCZPJ\nhAEDBuDHH3+E2WxGWloa5syZg9deew0AMGHCBPU2r9Ief/xxBAQEIC0tDQMHDsTu3bthtVpx7tw5\nTJkyBatWrYIQAs8888w1LyxNRERERERERLVTtV2Dp7rx9vbGjh07MGjQIBw+fBh9+/aFTqdTF2gW\nQmDy5MmYM2eOy/j69evj559/xqBBg5CQkIDOnTvD29sbRUVFAABFUTB37lw8/vjjN+w9ERERERER\nEVHNwAIPKv4o9qioKOzYsQPz58/H7t278dtvv6Fu3bro2LEjBg0ahFGjRpUZ37ZtW+zevRuLFi3C\nnj17sH//fjRv3hwdO3bE3Xffjf79+/8db4eIiIiIiIiIahkhK3J/ElULQogK3U5GRH+/tWvXIjY2\nFm3atKnqrhAREdVIWVlZWLlyJSZPnlzVXSEiqpDqdo3ONXiIiIiIiIiIiDwcCzxERERERERERB6O\nBR4iIiIiIiIiIg/HAg8RERERERERkYdjgYeIiIiIiIiIyMOxwENERERERERE5OFY4CEiIiIiIiIi\n8nAs8BAREREREREReTgWeIiIiIiIiIiIPBwLPEREREREREREHo4FHiIiIiIiIiIiD8cCDxERERER\nERGRh2OBh4iIiIiIiIjIw7HAQ0RERERERETk4VjgISIiIiIiIiLycCzwEBERERERERF5OBZ4iIiI\niIiIiIg8HAs8REREREREREQejgUeIiIiIiIiIiIPxwIPEREREREREZGHY4GHiIiIiIiIiMjDscBD\nREREREREROThWOAhIiIiIiIiIvJwLPLwU7AAACAASURBVPAQEREREREREXk4FniIiIiIiIiIiDwc\nCzxERERERERERB6OBR4iIiIiIiIiIg/HAg8RERERERERkYdjgYeIiIiIiIiIyMOxwENERERERERE\n5OFY4CEiIiIiIiIi8nAs8BAREREREREReTgWeIiIiIiIiIiIPBwLPEREREREREREHo4FHiIiIiIi\nIiIiD8cCDxERERERERGRh2OBh6ga27ZtW1V3gW4w5rz2Yc5rH+a89mHOax/mvHZi3qmqscBDVI3x\nj0Ttw5zXPsx57cOc1z7Mee3DnNdOzDtVNRZ4iIiIiIiIiIg8HAs8REREREREREQeTkgpZVV3gipG\nCFHVXSAiIiIiIiKiP1WnkopXVXeAKq46fXCIiIiIiIiIqPrgLVpERERERERERB6OBR4iIiIiIiIi\nIg/HAs812LdvH2bMmIG77roLrVq1QnBwMPR6PaKjo9GzZ0+89dZbyMvLK3MfOTk5iIuLw8CBAxES\nEoIWLVpg7NixWLNmTYX6kJycjOeffx59+vRBUFAQ2rZti3HjxmHz5s0Vij9y5AimTp2Krl27IiAg\nALfccgv+/e9/Y9euXRWKr20qk/O4uDgoilLu1+nTp8vsA3NePcyePdshb2XhOK8ZKpJzjnPPtXz5\n8grlbsuWLW73wbHuWSqTc451z2cymbBo0SKMGTMGbdq0gcFgQGRkJHr37o0ZM2YgJyfHZRzHuee6\n2pxznHueiuTL/tWnTx+3+6kR41zSVXviiSekEEIKIaSiKNLHx0f6+PiorwkhZFBQkNy9e7fL+LNn\nz8qYmBi1rcFgkIqiqD9PmTJF2mw2t8c/ePCgjIiIUNv7+Pio8YqiyPj4+DL7v2XLFhkYGOgQb//e\n29tbrl69ulLnpyaqTM5feeUVKYSQOp1O1q9f3+3X2bNn3R6fOa8ejh49KvV6vcNnwR2O85qhojnn\nOPdcH330kRRCSI1GU2bufvnlF5fxHOuepzI551j3bCdPnpQdOnRw+J0eFBTkMGYPHjzoFMdx7rmu\nJecc554nPDy8zFwFBwer5++5555zuY+aMs5Z4LkGH3/8sYyPj5e7d++WOTk5UkopzWaz3Llzp5w7\nd6708/OTQggZEhIiMzMzHWKNRqOMjIyUQggZFRUlt2zZIs1ms7x48aJ844031CROmzbN5bGTk5Nl\nQECAFELIdu3ayV27dkmbzSbPnj0rn3rqKTX+3XffdRm/b98+qdVqpRBC3n777fLAgQNSSimPHDki\nR40apX4Av/nmm7/xjHm+yuTc/keid+/e13Rs5rx6sFqtskuXLlIIof7X3cU+x3nNcDU55zj3XPaL\n/ejo6KuO5Vj3TJXJOce659qzZ4968dSjRw/5888/y9zcXCllyVj+7bff5H/+8x+ZlJTkEMdx7rmu\nNecc5zXPvHnz1PN2/Phxp+01aZyzwHMdvPjii2oS169f77Dtww8/VCtyhw4dcop94YUXpBBC+vv7\nq4WE0l566SUphJDh4eEyJSXFaft9992n/k+Lqwrj/fffL4UQsk2bNjIvL89hW3FxsezVq5f6S5Aq\nrqycV/aPBHNePSxYsEAKIeSYMWNkXFxcmRf7HOc1w9XknOPcc1XmYp9j3TNVZYGHOa86Xbt2lUII\n+eijj5b5r/BX4jj3XNeac47zmqd169ZlnrOaNM5Z4LkOTp8+rV7sL1u2zGFbu3btpBBCDh8+3GVs\nRkaG9PLykkIIOX/+fIdtJpNJhoaGSiFKpoi5sn//fvXYX3zxhcO21NRUqdPppBBCvv322y7jv/ji\nCzV+//79FX3LtV5ZOa/MHwnmvHo4ffq09PX1laGhoTIjI0PNqbuLfY5zz3e1Oec491yVudjnWPdM\nVVXgYc6rzoYNG6QQQgYEBDjNtC4Px7lnqkzOOc5rlh07dqjn6+OPP3bZpiaNcy6yfB0sWbIEAGAw\nGDBy5Ej19aSkJPzxxx8AgBEjRriMDQ4ORo8ePQAAGzZscNi2c+dOZGRkQAjhNr5Dhw6Ijo52Gb9p\n0yYUFxeXGT9gwAAYDAaX8eSeu5xXFnNePYwbNw6FhYV46623EBwcXGZbjvOa4WpyXlnMuWfiWKer\nxZxXnfnz5wMA7rvvPtStW7fCcRznnutac15ZzHn1s3TpUgBAUFAQ/vnPfzptr2njnAWev8nly5ex\nadMmvPTSS3jnnXeg0WgwZcoUBAQEqG0uXLgAABBCoG3btm73FRMTA6BkFe7S7PEAKhUfEBCAyMhI\nl7F6vR5NmzZ1GU+OKpLz0g4dOoTY2Fj4+PggPDwcPXr0wKRJk3D+/Hm3x2DOq94HH3yArVu3ol+/\nfrj//vvLbc9x7vmuNuelcZx7rvT0dNx8883w8/NDcHAwOnfujEcffRSJiYku23Ose76rzXlpHOue\n5ciRIwCAli1bIj09Hc8++yy6dOkCf39/tG3bFvfeey92797tFMdx7rmuNeelcZx7vvz8fKxduxYA\ncO+990Kv1zu1qWnjnAWeStLr9VAUBXXr1sXgwYPx+uuvo3fv3khISMCrr77q0LZ0MkJCQtzu077t\nyuTZf/by8kJgYOA1x5d17LLiqcTV5Ly0zMxMHDt2DHq9HpcuXcIvv/yCd999F61atcLcuXNdxjDn\nVSs5ORnTpk2Dj48P/vvf/1Y4xo7j3PNcS85L4zj3XEajEQcOHIBOp8Ply5exe/duLFu2DB06dMCU\nKVMgpXRoz7Hu+a4256VxrHuO/Px8pKenQwiBwsJCdOrUCfPmzcOePXsAAIcPH8ann36Krl27Ytq0\naQ6xHOeeqTI5L43j3POtWbMGBQUFEELg0Ucfddmmpo1zFngqqX79+ggPD3eoBv7xxx/qNK/SrvbD\nYzKZcPnyZaf48qYZ8hfG9XU1OQeAFi1a4M0338SxY8dgMpmQlZWFy5cvY8OGDWjVqhWMRiOmT5+O\nzz//3CmWOa9ajz32GHJzcxEXF4fGjRtXKIbj3LNdS84BjnNPFhERgbi4OBw8eFDNXX5+PrZu3Yrb\nbrsNFosFb7/9NuLj4x3iONY917XmHOBY90SnT58GAEgp8Z///AfZ2dlYvnw5cnNzkZeXh6NHj2LA\ngAGw2WyIj4/HunXr1FiOc89UmZwDHOc1yYcffggAaN++PW666SaXbWraOGeBp5KSkpKQkpKCjIwM\nrF+/Hg899BCys7MxatQo9O7du6q7R9fB1eZ89OjRePrpp9GsWTNoNBoAgL+/P4YMGYK9e/eiZcuW\nAEouLAsKCm7oeyH3Vq1ahY0bN+Kmm27C1KlTq7o7dANUJucc556rX79+ePnllxEbGwutVgugZD21\nXr164ddff1XvuX/ppZdw9uzZquwq/U0qk3OOdc9jsVjU7202G2bNmoWxY8fCx8cHQMnF/Ndff61e\nnE2ePLlK+kl/n2vJeekZexznNcPhw4fVWVvuZu/URCzw/E18fHwwbNgwLF26FOvXr4eiKNi+fTt2\n7Nihtil9T11GRobbfdm36fV6BAUFOcVnZWWV2Rd7fEREhMPr9viyjl1WPDmqSM7LYzAYMG/ePABA\ndnY2EhISHLYz51UjLS0NTz31FLy8vPDBBx9AUSr+q5Lj3DNVJufl4Tj3XEIIvPvuuwCA4uJi7Ny5\nU93GsV4zlZXz8nCsV0+lz4OiKC4XMdVoNBg6dCiAkr8HSUlJADjOPdW15PzMmTMV2jfHueewz94x\nGAxlrqlY08Y5CzzXQZ8+fdChQwcAwKeffqq+3qBBA/X7zMxMt/H2bVcmzx5vsViQm5t7zfFlHbus\neHLPXc4r4pZbbgFQMo30ytu8mPOqMX36dGRlZWH8+PFo2bIl8vPzHb7MZrPatqCgAPn5+SguLgbA\nce6pKpPziuA491ytW7eGwWBwyh3Hes3lLucVwbFe/YSFhakztW699VaHsVva3XffDaAkd0ePHgXA\nce6prjbnANScVwTHefVnNpuxatUqAMDIkSPdPgQHqHnjnAWe68S+dkPp2RxRUVEASn4ZXFntLe3Q\noUMA4LSKtj0eQKXic3JyHFb7Ls1oNOLUqVMu46lsrnJeWcx51bD/y93ixYvh7++PgIAAh6/Zs2cD\nKBnL9u3PPvssgL/OIce5Z6lMziuLOfdM/JtOV4s5rxpCCIe/ze6U3iaEAMC/6Z7qanMupVRzXlnM\nefWwYcMGZGZmlrm4sl1N+3vOAs91Yn80X6tWrdTXGjdujHbt2gEA1q9f7zIuMzMT27dvBwB12qBd\nly5dEBoaCiml2/gDBw6oFypXxg8cOBA6na7M+G+//RaFhYUQQjjFU9lc5bwifvvtN/V7++fDjjmv\nGkKIMr/ctQWA6OhojnMPVJmcVwTHuedKTEyE0WgE4Jg7/k2vudzlvCI41qun4cOHAyjJj7sFSj/7\n7DMAJb/jY2NjAfBvuie71pxXBMd59We/PatZs2bqumru1Li/55KuitVqlVartcw2n332mRRCSCGE\nXLBggcO2pUuXSiGENBgM8vDhw06xL730khRCyICAAJmbm+u0/T//+Y8UQsjw8HCZkpLitH3MmDFS\nCCGbNGkibTab2+0xMTEyLy/PYVtxcbHs3bu3FELInj17lvkea5PK5rwshYWFslWrVlIIIevUqSML\nCgqc2jDn1U9cXJwUQkhFUVxu5zivecrLeVk4zj2X1WqVvXr1kkII6e3tLZOSkhy2c6zXPOXlvCwc\n69XX2bNnpZeXlxRCyIULFzptLy4ulnXr1pVCCNm0aVOHbRznnqkyOS8Lx3n1d/bsWakoihRCyNmz\nZ1copiaNcxZ4rlJSUpJs0qSJnDdvnjx69Kg6qIuLi+XJkyfl9OnTpY+PjxRCyNtuu02azWaHeJPJ\nJKOioqQQQkZFRcmtW7fKoqIiefHiRTl79my1SPDss8+6PH5KSooMDAyUQgjZvn17uWvXLmmxWOTZ\ns2flU089pV6ALF682GX8/v37pU6nk0IIefvtt8uDBw9Km80mjx49Ku+9914phJAajUb+73//+3tP\nnAerTM63bdsmO3XqJJctWyaTkpLUbTk5OfLrr7+Wbdq0UXO2bt06l8dnzqufV155pcyLfY7zmqes\nnHOce66kpCQZGxsrFy5cKE+cOCGNRqOUUsr8/Hy5bds22aVLF3W8vvnmm07xHOuepzI551j3bA8+\n+KAUQsigoCC5YsUKmZ+fL202mzx27JgcOHCgeu63bNniEMdx7rmuJecc557P/v9sOp1OXrx4sUIx\nNWmcs8BzlZKSktQE27+CgoKkRqNxeK1z587y/PnzLvdx7tw5GRsbq7b19vZWv1cURU6ZMqXMPiQk\nJMjIyEg1Rq/Xq99rNBoZHx9fZvzWrVtlUFCQy3i9Xi/XrFlzzeenJqpMzn/88UeHNoqiqIPf/uXv\n7y/nzJlTZh+Y8+qlvAKPlBznNU1ZOec491zufr+X/tnb27vM8cqx7lkqk3OOdc9msVjkY4895pAv\n+z/QCVHyL/dvvfWWy1iOc890LTnnOPdsVqtVNmzYUAoh5LBhw64qtqaMc01cXFxc2TdxUWm+vr5o\n3749wsLCAJTcs5mbm4vg4GDExMSge/fuiI+Px+uvv+52te7AwEDcf//98Pb2hsFgQEZGBiIjIzFo\n0CBMnz4dTz/9dJl9qFevHkaNGgWtVgudToeMjAw0a9YMQ4YMwWuvvYYxY8aUGR8dHY1hw4ZBq9VC\nURRkZWUhNjYWw4cPx/z589G/f/9rOzk1VGVyHhAQgLCwMAQEBMBqtUJKCaPRiIYNG+Lmm2/GyJEj\nsWbNGtxxxx1l9oE5r162b9+O7du3QwiBV155xWUbjvOapaycc5x7Lr1ej/DwcNStWxc2mw1CCOTn\n56NBgwa46aabMHjwYKxatQqjRo1yuw+Odc9SmZxzrHs2RVFw5513okWLFvD19UVxcTHy8/PRtm1b\nDBgwAJ988gkGDx7sMpbj3DNdS845zj3b999/j8WLF0MIgTfffBMtWrSocGxNGedCyjKWFiciIiIi\nIiIiomqPT9EiIiIiIiIiIvJwLPAQEREREREREXk4FniIiIiIiIiIiDwcCzxERERERERERB6OBR4i\nIiIq05kzZ6AoChRFwblz56q6Ozfc8uXLoSgKoqOjr/uxduzYAUVR0Ldv3+t+LKoZ7J/Pxx57rKq7\nQkREVYwFHiIioj/l5OTAy8sLiqIgPj7ebbujR4+qBY/yLvoHDBgARVHQpUuXv7u7N5wQoqq78LfK\nyclBXFwcZsyYgZycnHLb34j3P2PGDADA1KlTy22bnZ0Ng8GgfhZPnjx5vbtXJZYvX464uDhs3769\nqrtSLY0ePRr16tXDihUrcOHCharuDhERVSEWeIiIiP4UGBiIf/zjHwCAbdu2uW33448/qt+fO3cO\nZ8+eddnOYrHgl19+AQDOyKiGsrOzMXPmzAoXeK63Xbt24YcffkCLFi0wePDgctt/8sknKCoqUn9e\ntmzZ9exelVm+fDlmzpzJAo8bOp0OEydOhNlsxuzZs6u6O0REVIVY4CEiIiqld+/eAIBffvkFNpvN\nZRt78Sc8PBxSSrfFoN9++w2FhYUQQqj7perDPiOnusxMmjlzJgDgqaeeqlD7pUuXAgDatm0LAFix\nYoXbzyzVbI8//ji8vb2xdOlSpKamVnV3iIioirDAQ0REVIq9EJObm4t9+/a5bLN9+3YIITBt2jQA\njjN6SrO/rtPp0LVr1+vQW6oMKaXL76vC77//js2bN6Nu3bp44IEHym2/b98+HDx4EF5eXvjss8/g\n6+uL1NRUbNy48Qb0tmpUdY6qs5CQENx3330oKirC3Llzq7o7RERURVjgISIiKqV79+7QaDRuZ+Yc\nOXIE6enpaNmyJUaNGgUA+Omnn1zuyx7fsWNHeHt7AwBMJhO++uorjBs3Dh06dEBoaCj8/PzQoUMH\njB492m1RaejQoVAUBSNHjiyz/6dOnVLXZNmxY4fT9sLCQrz66qu488470ahRIwQFBaFTp0544okn\ncPHixTL3XZ4NGzbg/vvvR4cOHeDn54dWrVph5MiR+Pbbb93GNG7cGIqi4OOPP4aUEosXL8aIESMQ\nFhaGRo0a4a677sJvv/1W5nGtVitmz56Nvn37ok6dOmjXrh0ef/xx7Nq1y+EYK1asUGN69eqFJk2a\nACgpHERHR6vnTVGUMmdcHTp0CFOmTMEtt9yCgIAAdOzYES+//DKKi4uv5nQ5sF+UjxkzBgaDodz2\n9tk7/fv3R/PmzXHPPfcAKP82rQcffBCKouChhx4CAGzcuBEPP/wwmjVrhpCQEPTp0wcrV64s9/jr\n1q3DsGHDEBERgUaNGmH06NFYvXq1y2OUZrVasW7dOtxxxx1o0qQJ9Ho9goOD0bJlS9xzzz0O/bcv\nHmwfXzNmzHDIkaIoDrdH2l/76aefkJubi7i4OAwcOBAhISFQFMf/5ZVSYsmSJRg+fDiaNm2KwMBA\ndOnSBRMnTsSZM2fcvu/Sn1er1Yr4+HgMGTIEoaGh6NSpE2bNmoXz58+r7bOzs7FgwQLcddddqFu3\nLmJjYzF58mQYjUa3x0hMTMSjjz6Ktm3bIjAwEL6+vmjUqBF69uyJV199FcnJyS7jJkyYAABYsmRJ\ntbjlkIiIqoAkIiIiB507d5ZCCDl48GCnbYsXL5ZCCDlhwgQppZTNmjWTiqLIpKQkh3Zms1n6+vpK\nIYSMi4tTX//oo4+kEEIKIaSiKNLX11fqdDr1NS8vLzlr1iyn43722WdSCCH1er3Myspy2/e4uDgp\nhJBNmzZ12rZz507ZvHlzh+Pr9Xr156CgILlu3TqnuKSkJLX92bNnnbZnZ2fL++67T92PEEIaDAaH\nn8eOHSutVqtTbKNGjaSiKPLDDz+Uo0ePVo/j4+Ojxup0Orl69WqX7zcjI0P26dPH4T35+flJIYT0\n8fGRW7dulY0aNZJCCLlixQo1bsSIETIsLEyNCwsLk/Xr11e/Ro4cqba15yw6Olru2LFDBgYGqvtX\nFEXdxy233CKLiorc5qYskZGRUgghly1bVm5bo9Eog4KCpBBCfvHFF1LKktzaz1VaWprb2AceeEAK\nIeSDDz4o33nnHbXvpc+3EEJOmjTJZbzVapVTpkxxeb6FEHLOnDnqMR566CGHWJvNJv/1r385xPr4\n+EiDweBwHu0+/fRTGR4ero4PPz8/hxzVr19fXrhwQW1v3+cXX3whb731VnU8BQYGSkVR1Hapqamy\nX79+TuPQ/nNAQIBctWqVy/dv/7x+8MEHcvjw4VIIIbVarfT29lbjY2Njpclkkvn5+bJjx45qXrRa\nrdqmffv2srCw0Gn/X331lcO50Gg0MigoyOG15cuXu+xbYWGh+n62b9/u9jNAREQ1Fws8REREV3jh\nhRekEEIGBgY6FSXsF6hr1qyRUkr5yCOPuLww/+WXX1xebH355ZdywoQJcvv27WqhJi8vT37zzTfy\nySeflF5eXlJRFPn777877K+oqEjWrVtXCiHk+++/77bvzZo1cyoqSSllSkqK9Pf3l0IIOXLkSLl8\n+XKZmpoqCwoK5Nq1a+Xdd9+tXkRfWcQpr8AzcuRIKYSQbdq0ka+99prcu3evlFLK3bt3y2nTpsmQ\nkBAphJDz5s1zirUXX+rVqydDQ0Pl6tWrZV5eniwoKJDvv/++bN26tRRCyIiICGkymZzi7UUhnU4n\n3377bfWcHjlyRN5xxx3Sz89PLUCULvBIKeWZM2fKfF929gKPfV///Oc/5YkTJ6SUUu7fv18+/PDD\nahFi4cKFbvfjTm5urtqPn376qdz2q1atUs+ZxWJRX2/Tpo0UQsg333zTbay9+FKvXj2p1WrljBkz\n5MWLF6XNZpNff/21WvhQFEUePHjQKX7JkiVqoeGRRx6RZ86ckVJKmZycLJ999ll1364KPOvXr1f3\nPXfuXPnHH3+o4+vSpUvyiy++kP/617+cjtmzZ08phJAzZswo87zY+1W3bl0ZGRkpN27cqBZR7PmS\nUsrBgwerRcglS5bIy5cvSymlTEhIkN26dVMLK/v27XM6hv3zai8IfvXVV9JkMsm0tDT58ssvyzp1\n6kghhHzsscdkv379ZIsWLeT27dul2WyWZ86ckVOmTFGLnwsWLHDYt9VqVeMHDBggt23bJnNzc6WU\nJcWbvXv3yueee05u2rTJ7TmIioqSQgj53nvvlXmuiIioZmKBh4iI6Arff/+9eiG6Z88eh2316tWT\niqLI1NRUKaWUK1euVGeolPbqq6+qMyPMZnOFjz1jxgwphJCDBg1y2jZhwgQphJBdunRxGWufxaEo\nijx16pTDNnshpHfv3m6P/eijj0ohhBw1apTD62UVeL777jsphJDe3t4OF9Gl/fzzz1IIIX19fZ1m\nH9kvmL28vOSBAwecYs+fP68WT66cXXTo0CF1ZsOSJUucYq1Wqzoby1WBp7zClV3pWVelZ/aUZs9N\nTEyM2/24s2vXLrUf9s9VWXr37i2FEPKZZ55xeD0+Pl4KIWTr1q3dxtoLPEIIuWjRIpdt7IWiJ554\nwuH1oqIi2bBhQymEkKNHj3YZO23aNHX/VxZ47Nv69+9f7nss7WoLPHq93m0+f/jhB/Vcf/nll07b\ni4qKZPv27aUQQvbq1ctpu/3zqtVq5eHDh522L1q0SO1HUFCQvHTpklObp59+Wi2Ilnb48OFy+18e\n+2y2f//739cUT0REno1r8BAREV2ha9eu0Gq1kFI6LKCcmJiI9PR0NG/eHOHh4QCAnj17AoDTI5zt\ncZ07d4ZWq63wsYcMGQIASEhIcNo2ZswYACWP0z516pTTdvvaKZ07d1bXlwGAixcvYvXq1VAUBfPm\nzXN77NL7r6j4+HgAwGOPPYZmzZq5bNOtWzc0btwYRqMRBw8edNlmxIgRaN++vdPrkZGRuOWWWwAA\np0+fdthmX7cnIiLC5XoviqLgxRdfrPB7KY8QArNmzXK5zb42UlJS0lXvNzExEQDg4+Ojfq7cOX36\nNLZt2wYhBB555BGHbWPGjIGXlxeOHTuGX3/9tcz91K9fHxMnTnS5bfjw4eqxStuyZQvOnz8PIQRe\neukll7HPPvss9Hq9y23NmzcHAGRmZpbZt8oaM2YMGjZs6HKbfY2f9u3bY+jQoU7bdTqd+t5++ukn\np3NgN2LECLRp08bp9dKPt58wYQJCQkLctrlyrZ/IyEjo9XoUFxfj8uXLLo9bnhYtWgAADh8+fE3x\nRETk2VjgISIiuoLBYMBtt90GAA4LLdu/txd1ACAqKgqNGjXC+fPn1YtBs9msXmC7Wqw3Pz8fCxYs\nQK9evdCsWTMYDAZ1gdibb74ZAJCamgqz2ewQ16VLFzRt2hRSSqxatcphm9lsxqeffgoAGDt2rMO2\nI0eOqN8PGjQI4eHhLr/sRYpz586hsLCwQufKvu9Vq1a53W94eDiSk5MhpVSLGVfq0KGD22NERkYC\ngMOCugBw8uRJACUFLS8vL5exPXr0qND7qAhvb2+0bt3a5baIiAgAJYtoX7p06ar2az8nTZs2Lbft\nRx99BADo1KkTWrVq5bAtNDQUd911F6SU6iLM7sTGxjotPGxnfy/uzndwcLDb8xASEuJ226hRo2Aw\nGLB3717069cPq1atQkpKSpn9vBb2sevKiRMnAAB9+vRx26Zfv35O7a/k7vNav3599XtXBcvSba78\nrAQEBGDEiBGw2Wy488478cYbb2Dfvn2w2Wxu+3ole5HV3TgjIqKajQUeIiIiF+yFmR07dqgXWPYC\nT69evRza9urVy+GpW3v27IHRaIQQwulC8ujRo2jcuDGmTp2Kn376CUlJSbDZbAgNDUV4eDhCQ0MB\nlDzlJy0tzalf9lk2VxZ4Nm7ciOzsbHh7e6tPVLI7duwYAMBms+HSpUtuv7KystSYjIyMcs9RYWGh\n+sSg7OzsMvdtsVgghHC7X3tRwRX7U6WufPKQvaDmbrYGAPj7+yMwMLDc91IRZc2uKf3kq7KekFQZ\nNpsNy5cvBwCXM5YA4OGHHwZQT/Q7pwAADEpJREFU8pSrgoICt/u6Xue7rO3+/v6Ij4+HwWDAli1b\nMHbsWERGRqJx48Z44oknsHPnzjL3WxFCiDL7Zy9SNWrUyG2bwMBABAQEQEqptr9SgwYNXL5un70k\nhCi3DeB8jl966SW0adMGFy5cwIsvvqg+qW3o0KFYunRppZ7URkRENR8LPERERC7YCzz5+fn4/fff\nAZTchiWEcJjBA/w1o8de4LHfnuXr6+swm8Bms2H48OHIyspC69atsW7dOmRlZaGoqAhpaWlISUnB\nzz//rLaXUjr1y17gOX36tMMFsf32rDvvvNOpoGGfCRQYGAir1Vrml81mg9VqLfciHoDDxeb69evL\n3bfVasXLL79c7n5rm9jYWABwW0yw+/bbb9VHZI8fP97pkeGKouDOO+8EAOTl5WHt2rXXt+PXYMKE\nCTh9+jTef/99DB8+HKGhoTh//jzee+89dOvWzW3h6mq4u0XME7Rq1QoHDhzA//73P0ycOBGxsbEw\nGo34+uuvMW7cOMTGxuL48eNu4+0zjmJiYm5Ul4mIqBphgYeIiMiFLl26QKfTqevwJCYm4tKlS2ja\ntKnTv8xfWeCx/7dr167QaDRqu+PHj+PYsWMQQuCbb77ByJEjnYox5V3kR0dHo2vXrpBSqkWd7Oxs\n/O9//wPgfHsW8NfFXm5u7lXfPlSWwMBA9Vy4u5XlerKvM3TlrUSl5eXlIScn50Z16ZrY82M0GtUC\njiulb7sSQrj9ctX+72C/hezcuXNltisrHwBQr149jB8/Hp9//jnS0tKwd+9e3H///QCAFStW4MMP\nP/x7OuyC/RamK9e/Ke3y5cvIzc2FEEJdN+hG8vLywsCBA/HOO+8gISEBqampWLhwIQICAnDixAl1\nlpYrLPAQEdVuLPAQERG54O3tjc6dOwMomZHjav0du+joaERERCA5ORmHDx92u/6OfeHTgIAAREdH\nuzzuTz/9VG7f7EWcdevWobi4GGvXroXZbEZoaCgGDRrk1N5+sSelxKZNm8rd/9Wwzz75u/dbEfaL\n7127dsFisbhsc+Xi16X9f3t3GhLV98YB/HvGUnMpzUzL1BaRzJbBiqKNijBLyxdpJUJRtm9UYuWL\nSNqtiEoNI0rLUt9ELvkiso0wyYq0BYYKsrIFpaw0UnPm/F74vxdH56r188/81O8HBMd7zj3PPXcG\nnIdzn9O8+LXRaOzc4P5A85o1Womyqqoq5OXlAQCuXLmCmpoazZ+SkhIAQHFxcZurPf6Ukhz58uWL\nWV2nlnEaDIY/Oq9er0d6erq6auzmzZtmx5X71Bn3SClCfOvWLc02zce3RoKnpYEDB2LTpk3YvHkz\nAODBgweajwEywUNE1LMxwUNERKSheR0e5Utfy/o7CqUOT2JiIurq6iCEaJXgUYqr/vjxw+IXzPLy\ncpw6darduBYvXgxbW1tUV1cjPz9fXcmzdOlSsxVDCk9PT0RERAAA4uPjUV1d3eb5O1J/R7FlyxYA\nTauWlCLPWjpz9RDQ9LiaTqfDhw8f1No0zRmNRhw8eFCzv4eHh7ri5U+uubM5OjrCx8enzZovGRkZ\naGxshIuLCxYsWAAHBwfNnwkTJmDkyJEdKrb8J2bPng1vb29IKXHgwAGLbY4dO4a6ujqLx+rr6zXP\nbTQa1Uer7OzszI4pn5vOuEfK6peysjLk5OS0Ot7Q0ID9+/cDaErmaiVi/x/amh+gaYcvoGmFj6XP\n+a9fv1BRUQEhhMUdvoiIqPtjgoeIiEiDkqD5+fMn8vLyLNbfUSh/z8rKAtBUUFbZEUsxbtw4uLq6\nQkqJnTt3Ii8vD3V1daitrUVOTg4mT56M/v37txtXv3791N2SDh06hPv370MIodbnsSQlJQVubm74\n9OkTxowZg+zsbDXhUl9fD4PBgHPnzmH8+PGIj49vf3L+Z/78+erjNdHR0YiNjcWrV69gNBohpcSH\nDx9w48YNREdHd/qX5cDAQLWg9MaNG5GUlITq6mpIKWEwGBAWFoanT5/C0dHRYv9evXph2LBhkFLi\nzJkzasFoa5gyZQoAoLS01OJxJVETHh6uuWNYc5GRkQCatpLvrNVJzbcQz8zMxOrVq9XHtT5+/Ij4\n+HgcPXoUAwcOtNh/wYIFiIiIQH5+PioqKmAymfD79288evQI27dvx8uXLyGEQHBwsFk/ZdVNQUEB\nSkpK/tX1zJ49W92mPCoqCmfPnsW3b99gMpnw7NkzzJkzB2VlZdDpdDh+/Phfj/M3srKyMG7cOJw8\neRIGg0FdpVNeXo7s7GwkJiYCAKZPn64me5p7/vw5gKYi2Vo7eBERUTcniYiIyKKGhgbZp08fKYSQ\nQgg5YsQIzbYvX75U2wkhZFhYmMV2mZmZUqfTqe3s7OzU3/V6vSwpKVFfv337VnO8/Px8s/FGjRrV\n7vU8fvxYBgUFmfVzdnY2e63T6eSaNWvM+r1586bNmGpqauT69euljY2N2s7W1lba29ubndvW1rZV\nX19fXymEkBcuXNCMe/ny5VIIIVesWNHqWFVVlZw5c6bZOA4ODlIIIR0dHeWdO3ekt7e3FELInJyc\nVv1TUlLM+g4aNEj6+vrKpUuXqm3S0tKkEEIOGzZMM8b25qg9T548kUII6eLiImtra82OFRcXq+cu\nKCjo0PmePXum9snNzVX/3tZcKtq6XqPRKLds2WJxvoUQ8siRI3LZsmVSCCG3bt1q1rflfbK1tTV7\n/+t0Orl27dpWY1ZWVkonJyez96yvr68cOnSorKioUNspx+/evdvm3Hz+/FkGBwebxdL8c96vXz95\n6dIli3078n5tLw6t90p6erpZTEIIs+tW7smnT58snnflypVSCCG3bdvW5vUTEVH3xRU8REREGnr3\n7o2pU6eqxWu1Vu8ATbU6PD091bYtH89SREVFoaioCCEhIfDy8kLfvn0REhKCPXv24Pbt2+o26c2L\n5Voyb948uLu7q+O1tXpHERQUhIcPHyIlJQUREREIDAyE0WjEoEGDMH78eMTExCAvLw9JSUkW+2vF\n5OTkhNOnT6OoqAgxMTGYOnUqnJ2dYW9vj4CAAISGhiI5ORlv3ryxeM72rrWtNgMGDEBhYSEOHjyI\nWbNmwdXVFX5+fli7di0KCwsxffp0fP78GUIIDB06tFX/DRs2ICMjA1OmTIGXlxeqqqrw/v17sy3q\n24uvZax/Q6/XIywsDN+/f0daWprZsfPnzwMAXFxcWq1u0TJ69GgEBARACKH2V+LryHxr0el0OHny\nJLKzs7Fw4UIMHjwY7u7uiIqKQmZmJuLi4tRVPS3nOykpCYmJiQgNDYW/vz/69OkDOzs7BAQEIDIy\nErdu3UJqamqrMd3d3fHgwQMsWbIE/v7+MJlMeP/+Pd69e9dqNU9H5t/DwwPXr19HamoqwsPDMXz4\ncLXm1rp161BWVobo6GjNuenIGH/TZuHChbh48SJWrFgBvV4PDw8PNDY2wsfHBzNmzEBycjJevHgB\nT0/PVueqqqrC5cuXYW9vjx07drQ7NhERdU9CSgt7sBIRERF1A8+fP8fYsWMhhMDXr19b7Vr2X/Lw\n4UNMmjQJfn5+6m5rXU1jYyOGDBmCyspKXL16FeHh4dYOqUfYu3cvEhIS1EcViYioZ+IKHiIiIuq2\ndu/eDQCYNGnSfzq5AwATJ07E3Llz8fr1a1y7ds3a4fyVlJQUVFZWwtnZGdOmTbN2OD1CfX09Tp8+\nDTs7O+zatcva4RARkRUxwUNERERdlsFgwKpVq3Dv3j3U1NQAaPrCW1paivDwcOTm5kIIgcOHD1s5\n0o5RElInTpywciTaoqKicOXKFXz58gUAYDKZUF5ejh07diAuLg4AEBsbCzc3N2uG2WNkZWWhsrIS\ny5cvh5eXl7XDISIiK+IjWkRERNRllZaWIigoSH3dt29f1NTUQPn3Rtn5Sdn9if49V1dXfP/+HUDT\njk1GoxENDQ0AmurKLFq0COnp6XBwcLBmmERERD2OTUJCQoK1gyAiIiL6G05OTnBzc4ONjQ1MJhNq\na2vh6OgIvV6POXPmIC0tDREREdYOs1vx8vKCvb09Ghsb0dDQAJPJhICAAMyYMQP79u3D7t270bt3\nb2uHSURE1ONwBQ8RERERERERURfHGjxERERERERERF0cEzxERERERERERF0cEzxERERERERERF0c\nEzxERERERERERF0cEzxERERERERERF0cEzxERERERERERF3cP/9oddB1zDEKAAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x11327cf50>"
]
}
],
"prompt_number": 186
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"#ESO INS GRAT1 ENC\n",
"letter_one = \"d\"\n",
"midpoint_range = 20\n",
"for _, letter_two in enumerate([\"c\", \"d\", \"e\", \"f\", \"g\", \"h\",]):\n",
" time1 = dateutil.parser.parse(header[letter_one + \"390\"][\"DATE\"])\n",
" time2 = dateutil.parser.parse(header[letter_two + \"390\"][\"DATE\"])\n",
" td = time1 - time2\n",
" total_hours = td.total_seconds() / 3600.0 + 4.0\n",
" total_hours = total_hours / 5.0\n",
" for setindex, setting in enumerate([\"390\", \"580l\", \"580u\"]):\n",
" first = []\n",
" second = []\n",
" for index, order in enumerate(range(len(exposure[letter_one][setting]) - 1)):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" first.append(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]))\n",
" second.append(np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c))\n",
" #pl.scatter(np.average(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]), \n",
" # np.average((exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c), \n",
" # color=cm.jet(total_hours), \n",
" # label=str(header[letter_two + \"390\"][keyvalue]) if (index == 0) and (setindex == 0) else \"\")\n",
" pl.plot(first, second, color=cm.jet(total_hours), \n",
" label=str(header[letter_two + \"580\"][\"ESO INS GRAT2 ENC\"]) if (setindex == 1) else \"\")\n",
" pl.scatter(first, second, color=cm.jet(total_hours), )\n",
" # label=str(header[letter_two + \"390\"][keyvalue]) if (setindex == 0) else \"\") \n",
" \n",
" #print td.total_seconds() / 3600.0\n",
"pl.legend(prop={'size':20.0})\n",
"pwav = np.arange(3000, 7000)\n",
"pl.plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5)\n",
"pl.vlines(3900.0, -1000, 1000, color=\"black\", alpha=0.5)\n",
"pl.vlines(5800.0, -1000, 1000, color=\"black\", alpha=0.5)\n",
"pl.xlabel(\"Wavelength (Angstroms)\", fontsize=25.0)\n",
"pl.ylabel(r\"$\\Delta$v (m/s)\", fontsize=25.0)\n",
"pl.xticks(fontsize=25.0)\n",
"pl.yticks(fontsize=25.0)\n",
"pl.ylim(-500.0, 500.0)\n",
"pl.xlim(3000, 7000)\n",
"pl.tight_layout()\n",
"#pl.savefig(\"2014-04-08-thar-solution-subtraction.pdf\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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/YxgGR48e5ejRo0X+3IKCgsp1gccwzbvcQkpKDcMw7nrHLxH5fWzcuBFfX98K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\nTSUtZcvhcDJ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LogkK0l0Wc4zGPHLXs5i36BI9ux+Uig+ZVtBpefG5YN4f65/vMdk4nZBu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\nGuSY4CEiIiIiIiIiGuT+AmTYm/gDaKh1AAAAAElFTkSuQmCC\n",
"text": [
"<matplotlib.figure.Figure at 0x1132f1850>"
]
}
],
"prompt_number": 255
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"midpoint_range = 1400\n",
"for _, letter_two in enumerate([\"c\", \"e\"]):\n",
" time1 = dateutil.parser.parse(header[letter_one + \"390\"][\"DATE\"])\n",
" time2 = dateutil.parser.parse(header[letter_two + \"390\"][\"DATE\"])\n",
" td = time1 - time2\n",
" total_hours = td.total_seconds() / 3600.0 + .25\n",
" total_hours = total_hours * 2.0\n",
" for setindex, setting in enumerate([\"390\", \"580l\", \"580u\"]):\n",
" for index, order in enumerate(range(len(exposure[letter_one][setting]) - 1)):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range],\n",
" (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c,\n",
" color=cm.RdYlGn(total_hours), \n",
" label=str(round(td.total_seconds() / 60.0, 1)) + \" minutes\" if (index == 0) and (setindex == 0) else \"\")\n",
"pl.legend(prop={'size':20.0})\n",
"pwav = np.arange(3000, 7000)\n",
"pl.plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5)\n",
"pl.vlines(3900.0, -1500, 1500, color=\"black\", alpha=0.5)\n",
"pl.vlines(5800.0, -1500, 1500, color=\"black\", alpha=0.5)\n",
"pl.xlabel(\"Wavelength (Angstroms)\", fontsize=25.0)\n",
"pl.ylabel(r\"$\\Delta$v (m/s)\", fontsize=25.0)\n",
"pl.xticks(fontsize=25.0)\n",
"pl.yticks(fontsize=25.0)\n",
"pl.ylim(-1200.0, 1200.0)\n",
"pl.xlim(3200, 4600)\n",
"pl.tight_layout()\n",
"pl.savefig(\"2014-04-08-thar-blue.pdf\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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ffjqGDBmCli1b4pNPPsE///lPPPHEE2jXrh1WrVpVpYKTtAsuuAD9+vVD69at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qj2OWt4pbh/gceEKvp/s8vCTWQwimhpjCJa6aEybBbbuOJmClUqu4gWq+diV2qAqcBzLNaJloom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\n",
"text": [
"<matplotlib.figure.Figure at 0x1136d0bd0>"
]
}
],
"prompt_number": 191
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"letter_one = \"d\"\n",
"midpoint_range = 2500\n",
"for _, letter_two in enumerate([\"c\", \"e\"]):\n",
" time1 = dateutil.parser.parse(header[letter_one + \"390\"][\"DATE\"])\n",
" time2 = dateutil.parser.parse(header[letter_two + \"390\"][\"DATE\"])\n",
" td = time1 - time2\n",
" total_hours = td.total_seconds() / 3600.0 + .25\n",
" total_hours = total_hours * 2.0\n",
" for setindex, setting in enumerate([\"390\", \"580l\", \"580u\"]):\n",
" for index, order in enumerate(range(len(exposure[letter_one][setting]) - 1)):\n",
" midpoint = len(exposure[letter_one][setting][order]['wav']) / 2\n",
" pl.plot(exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range],\n",
" (exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] - exposure[letter_two][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range]) / exposure[letter_one][setting][order]['wav'][midpoint - midpoint_range:midpoint + midpoint_range] * c,\n",
" color=cm.RdYlGn(total_hours), \n",
" label=str(round(td.total_seconds() / 60.0, 1)) + \" minutes\" if (index == 0) and (setindex == 0) else \"\")\n",
" #pl.scatter(first, second, color=cm.jet(total_hours), )\n",
" # label=str(header[letter_two + \"390\"][keyvalue]) if (setindex == 0) else \"\") \n",
" \n",
" #print td.total_seconds() / 3600.0\n",
"pl.legend(prop={'size':20.0})\n",
"pwav = np.arange(3000, 7000)\n",
"pl.plot(pwav, np.zeros_like(pwav), color=\"black\", alpha=0.5)\n",
"pl.vlines(3900.0, -1500, 1500, color=\"black\", alpha=0.5)\n",
"pl.vlines(5800.0, -1500, 1500, color=\"black\", alpha=0.5)\n",
"pl.xlabel(\"Wavelength (Angstroms)\", fontsize=25.0)\n",
"pl.ylabel(r\"$\\Delta$v (m/s)\", fontsize=25.0)\n",
"pl.xticks(fontsize=25.0)\n",
"pl.yticks(fontsize=25.0)\n",
"pl.ylim(-1200.0, 1200.0)\n",
"pl.xlim(4600, 7000)\n",
"pl.tight_layout()\n",
"pl.savefig(\"2014-04-08-thar-red.pdf\")"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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lWG0yBVWVs5TZD3lOu6wmS5HrlvCmyju4Vy67+3uwmKuG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\nL8T6W4esihpGcc7Y2c9d
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