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Last active January 27, 2024 02:53
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Notebook showing some comparisons between CHIANTI IDL and fiasco for free-free and free-bound calculation
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{
"cells": [
{
"cell_type": "markdown",
"id": "1755bd0f-35a4-426c-8c78-8fa5b9ba25c6",
"metadata": {},
"source": [
"# IDL Comparison Sandbox"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "9c0062a1-d140-4932-919f-8028005fee35",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import pathlib\n",
"\n",
"import hissw\n",
"import matplotlib.pyplot as plt \n",
"import matplotlib.colors\n",
"import numpy as np\n",
"import astropy.units as u\n",
"import astropy.constants as const\n",
"from astropy.utils.data import get_pkg_data_path\n",
"\n",
"import fiasco\n",
"from fiasco.util.decorators import needs_dataset"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "44f01181-83d3-4caf-ba8d-66eb91e4f56a",
"metadata": {},
"outputs": [],
"source": [
"def compare_results(wavelength, temperature, result_fiasco, result_idl, wave_index, temp_index):\n",
" wave_mesh, temp_mesh = np.meshgrid(wavelength, temperature)\n",
" temp_mesh = temp_mesh.to_value('K')\n",
" wave_mesh = wave_mesh.to_value('Angstrom')\n",
"\n",
" difference = result_fiasco - result_idl\n",
" difference_norm = difference / result_idl\n",
" ratio = result_fiasco / result_idl\n",
"\n",
" plt.figure(figsize=(10,15))\n",
" norm = matplotlib.colors.LogNorm(vmin=1e-30,vmax=1e-26)\n",
"\n",
" plt.subplot(321)\n",
" plt.title('IDL')\n",
" plt.pcolormesh(temp_mesh,wave_mesh,result_idl,norm=norm)\n",
" plt.xscale('log')\n",
" plt.colorbar()\n",
"\n",
" plt.subplot(322)\n",
" plt.title('fiasco')\n",
" plt.pcolormesh(temp_mesh, wave_mesh,result_fiasco, norm=norm)\n",
" plt.xscale('log')\n",
" plt.colorbar()\n",
"\n",
" norm = matplotlib.colors.SymLogNorm(1e-27, vmin=-1e-25,vmax=1e-25)\n",
" plt.subplot(323)\n",
" plt.title('Difference')\n",
" plt.pcolormesh(temp_mesh, wave_mesh, difference, norm=norm, cmap='RdBu')\n",
" plt.axvline(x=temperature[temp_index].to_value('K'), color='w')\n",
" plt.axhline(y=wavelength[wave_index].to_value('Angstrom'), color='w')\n",
" plt.xscale('log')\n",
" plt.colorbar()\n",
"\n",
" norm = matplotlib.colors.SymLogNorm(1e-3, vmin=-10, vmax=10)\n",
" plt.subplot(324)\n",
" plt.title('Normalized Difference')\n",
" plt.pcolormesh(temp_mesh, wave_mesh, difference_norm, norm=norm,cmap='RdBu')\n",
" plt.axvline(x=temperature[temp_index].to_value('K'), color='w')\n",
" plt.axhline(y=wavelength[wave_index].to_value('Angstrom'), color='w')\n",
" plt.xscale('log')\n",
" plt.colorbar()\n",
" \n",
" plt.subplot(326)\n",
" data = difference_norm.flatten()\n",
" plt.hist(data, bins='scott', histtype='step');\n",
" #plt.xlim(-np.nanmax(np.fabs(data)), np.nanmax(np.fabs(data)))\n",
" plt.xlim(-1,1)\n",
"\n",
" plt.figure(figsize=(15,10))\n",
"\n",
" # Differences as a function of temperature\n",
" plt.subplot(231)\n",
" plt.plot(temperature, result_idl[:, wave_index], label='IDL')\n",
" plt.plot(temperature, result_fiasco[:, wave_index], label='fiasco')\n",
" plt.xscale('log')\n",
" plt.yscale('log')\n",
" plt.legend()\n",
" #plt.ylim(1e-29,1e-27)\n",
" plt.subplot(232)\n",
" plt.plot(temperature, difference[:,wave_index])\n",
" plt.xscale('log')\n",
" #plt.yscale('log')\n",
" plt.title('Difference')\n",
" plt.subplot(233)\n",
" plt.plot(temperature, difference_norm[:,wave_index])\n",
" plt.xscale('log')\n",
" #plt.yscale('log')\n",
" plt.title('Normalized Difference')\n",
"\n",
" # Differences as a function of wavelength\n",
" plt.subplot(234)\n",
" plt.plot(wavelength, result_idl[temp_index, :], label='IDL')\n",
" plt.plot(wavelength, result_fiasco[temp_index, :], label='fiasco')\n",
" plt.yscale('log')\n",
" #plt.yscale('log')\n",
" #plt.ylim(1e-29,1e-27)\n",
" plt.subplot(235)\n",
" plt.plot(wavelength, difference[temp_index,:])\n",
" plt.title('Difference')\n",
" plt.subplot(236)\n",
" plt.plot(wavelength, difference_norm[temp_index,:])\n",
" plt.title('Normalized Difference')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "0f623d32-3002-4dd4-96d3-c0f2ca28b7c2",
"metadata": {},
"outputs": [],
"source": [
"chianti_top_dir = pathlib.Path('/Users/wtbarnes/Documents/projects/chianti/CHIANTI_v8.0.7/')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "14f03108-000a-4fa9-a4c0-f67be6a47c38",
"metadata": {},
"outputs": [],
"source": [
"ascii_dbase_root = chianti_top_dir / 'dbase'\n",
"hdf5_dbase_root = chianti_top_dir / 'dbase.h5'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "af15c00e-fd30-4fbd-a7db-de9840f23e70",
"metadata": {},
"outputs": [],
"source": [
"fiasco.util.check_database(hdf5_dbase_root, ascii_dbase_root=ascii_dbase_root)"
]
},
{
"cell_type": "markdown",
"id": "5ee73f47-7c54-4236-a858-9bc0a1389d7e",
"metadata": {},
"source": [
"Build the ion collection"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "308e1dd7-de9f-4e8b-aa28-70f8049cb3ec",
"metadata": {},
"outputs": [],
"source": [
"temperature = np.logspace(5, 8, 61) * u.K\n",
"wavelength = np.arange(1, 500, 1) * u.Angstrom\n",
"energy = const.h * const.c / wavelength\n",
"abundance_name = 'sun_coronal_1992_feldman_ext'\n",
"ioneq_name = 'chianti'"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "9a1e666d-1ccd-4484-88f6-5d4811762c0c",
"metadata": {},
"outputs": [],
"source": [
"ion_kwargs = {\n",
" 'abundance_filename': abundance_name,\n",
" 'ioneq_filename': ioneq_name,\n",
" 'hdf5_dbase_root': hdf5_dbase_root,\n",
"}\n",
"all_ions = [fiasco.Ion(i, temperature, **ion_kwargs) for i in fiasco.list_ions(hdf5_dbase_root)]\n",
"all_ions = fiasco.IonCollection(*all_ions)"
]
},
{
"cell_type": "markdown",
"id": "3febafdb-510a-473a-b704-79faae0003fa",
"metadata": {},
"source": [
"Set up the IDL environment"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "30c3281b-8209-45b1-8ea9-77218a662c8a",
"metadata": {},
"outputs": [],
"source": [
"idl_codebase_root = chianti_top_dir / 'idl'\n",
"idl_executable = pathlib.Path('/Applications/harris/idl/')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "6ca9efe1-445c-42f3-9338-c11cd6d61949",
"metadata": {},
"outputs": [],
"source": [
"extra_paths = list(idl_codebase_root.glob('**'))\n",
"extra_paths += [get_pkg_data_path('ssw_gen_functions', package='fiasco.tests.idl')]\n",
"#extra_paths += list(pathlib.Path('/Users/wtbarnes/ssw/gen/idl/').glob('**'))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c39b3dd2-a01e-4b9f-abd1-a22edefeaf04",
"metadata": {},
"outputs": [],
"source": [
"header = f'''\n",
"defsysv,'!xuvtop','{ascii_dbase_root}'\n",
"defsysv,'!abund_file',''\n",
"defsysv,'!ioneq_file',''\n",
"'''"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "13f0a29d-3b51-4974-a1fd-41d32b54b109",
"metadata": {},
"outputs": [],
"source": [
"env = hissw.Environment(\n",
" idl_only=True,\n",
" idl_home=idl_executable,\n",
" header=header,\n",
" extra_paths=extra_paths\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "eb719a9e-8f8e-496d-8740-15374d2ca3af",
"metadata": {},
"outputs": [],
"source": [
"args = {\n",
" 'wavelength': wavelength,\n",
" 'temperature': temperature,\n",
" 'abundance_filename': ascii_dbase_root / 'abundance' / f'{abundance_name}.abund',\n",
" 'ioneq_filename': ascii_dbase_root / 'ioneq' / f'{ioneq_name}.ioneq',\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "42449979-0278-481b-910f-dc5f8abd3110",
"metadata": {
"jp-MarkdownHeadingCollapsed": true,
"tags": []
},
"source": [
"## Free-free Continuum"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "b21d6c04-566e-4469-8cd8-6be7cf49c4b7",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/wtbarnes/mambaforge/envs/fiasco-dev/lib/python3.10/site-packages/astropy/units/quantity.py:620: RuntimeWarning: divide by zero encountered in log10\n",
" result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n"
]
}
],
"source": [
"ff = all_ions.free_free(wavelength)"
]
},
{
"cell_type": "markdown",
"id": "9da0bdc7-4cb8-434d-9d20-25ac3f2f0799",
"metadata": {},
"source": [
"Set up the IDL environment to run the IDL code"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "3d63bdee-a62d-4eb4-bdde-89253cd8b2d6",
"metadata": {},
"outputs": [],
"source": [
"idl_ff_script = \"\"\"\n",
"; set common block\n",
"common elements, abund, abund_ref, ioneq, ioneq_logt, ioneq_ref\n",
"\n",
"; read abundance and ionization equilibrium\n",
"abundfile='{{ abundance_filename }}'\n",
"read_abund, abundfile, abund, abund_ref\n",
"ioneqfile=\"{{ ioneq_filename }}\"\n",
"read_ioneq, ioneqfile, ioneq_logt, ioneq, ioneq_ref\n",
"\n",
"; set temperature and wavelength\n",
"temperature = {{ temperature | to_unit('K') | force_double_precision }}\n",
"wavelength = {{ wavelength | to_unit('Angstrom') | force_double_precision }}\n",
"\n",
"; calculate free-free\n",
"freefree, temperature, wavelength, ff, /no_setup\n",
"\n",
"; The output of freefree is scaled by 10^40\n",
"ff = ff/1d40\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "e48c365d-9e27-405c-955b-34b2021f7a58",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"IDL 8.8.2 (darwin x86_64 m64).\n",
"(c) 2022, L3Harris Geospatial Solutions, Inc.\n",
"\n",
"Licensed for use by: ASA - Goddard Space Flight Center - Code 600, Science &\n",
" Exploration Directorate, Greenbelt - Greason\n",
"License: 11426-1\n",
"A new version is available: IDL 8.8.3\n",
"https://harrisgeospatial.flexnetoperations.com\n",
" \n",
"% Compiled module: HISSW_PROCEDURE.\n",
"% Compiled module: READ_ABUND.\n",
"% Compiled module: READ_IONEQ.\n",
"% Compiled module: TRIM.\n",
"% Compiled module: FREEFREE.\n",
"% Compiled module: ITOH.\n",
"% Loaded DLM: LAPACK.\n",
"% Compiled module: SUTHERLAND.\n",
"% Compiled module: READ_GFFGU.\n",
"% Compiled module: BILINEAR.\n",
"% Program caused arithmetic error: Floating underflow\n",
"\n",
"\n"
]
}
],
"source": [
"res = env.run(\n",
" idl_ff_script,\n",
" args=args,\n",
" verbose=True,\n",
" raise_exceptions=True,\n",
")"
]
},
{
"cell_type": "markdown",
"id": "05762e78-c327-4a3a-b606-be82f02a2424",
"metadata": {},
"source": [
"Now compare the two results"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "2f168cc4-eb31-472e-acdc-5d96fe659466",
"metadata": {},
"outputs": [],
"source": [
"wave_index = 50\n",
"temp_index = 10"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "cfbca81e-202d-40a1-850a-b9e58eeada01",
"metadata": {},
"outputs": [],
"source": [
"ff_fiasco = ff.to_value('erg cm3 / (Angstrom s)')\n",
"ff_idl = res['ff']"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "f9fa7338-fbb1-4830-9c25-a011b60b0d40",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1000x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1500x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"compare_results(wavelength, temperature, ff_fiasco, ff_idl, wave_index, temp_index)"
]
},
{
"cell_type": "markdown",
"id": "9e6c7bfb-fa93-4f69-babb-5625c11591a8",
"metadata": {},
"source": [
"## Free-bound Continuum"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "a4556d63-2cd4-4948-9886-713b441efe0c",
"metadata": {},
"outputs": [],
"source": [
"idl_fb_script = \"\"\"\n",
"; set common block\n",
"common elements, abund, abund_ref, ioneq, ioneq_logt, ioneq_ref\n",
"\n",
"; read abundance and ionization equilibrium\n",
"abundfile='{{ abundance_filename }}'\n",
"read_abund, abundfile, abund, abund_ref\n",
"ioneqfile=\"{{ ioneq_filename }}\"\n",
"read_ioneq, ioneqfile, ioneq_logt, ioneq, ioneq_ref\n",
"\n",
"; set temperature and wavelength\n",
"temperature = {{ temperature | to_unit('K') | force_double_precision }}\n",
"wavelength = {{ wavelength | to_unit('Angstrom') | force_double_precision }}\n",
"\n",
"; calculate free-bound\n",
"freebound, temperature, wavelength, fb, {% if not use_verner -%}/noverner,{%- endif %}/no_setup\n",
"\n",
"; The output of freefree is scaled by 10^40\n",
"fb = fb/1d40\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "70ff6f99-8420-41da-be25-2c6a8d2770f5",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: H 2 not included in free-bound emission. _fblvl dataset missing for H 2. [fiasco.collections]\n",
"WARNING: He 3 not included in free-bound emission. _fblvl dataset missing for He 3. [fiasco.collections]\n",
"WARNING: Li 1 not included in free-bound emission. _fblvl dataset missing for Li 1. [fiasco.collections]\n",
"WARNING: Li 2 not included in free-bound emission. _fblvl dataset missing for Li 2. [fiasco.collections]\n",
"WARNING: Li 3 not included in free-bound emission. _fblvl dataset missing for Li 3. [fiasco.collections]\n",
"WARNING: Li 4 not included in free-bound emission. _fblvl dataset missing for Li 4. [fiasco.collections]\n",
"WARNING: Be 1 not included in free-bound emission. _fblvl dataset missing for Be 1. [fiasco.collections]\n",
"WARNING: Be 2 not included in free-bound emission. _fblvl dataset missing for Be 2. [fiasco.collections]\n",
"WARNING: Be 3 not included in free-bound emission. _fblvl dataset missing for Be 3. [fiasco.collections]\n",
"WARNING: Be 4 not included in free-bound emission. _fblvl dataset missing for Be 4. [fiasco.collections]\n",
"WARNING: Be 5 not included in free-bound emission. _fblvl dataset missing for Be 5. [fiasco.collections]\n",
"WARNING: B 1 not included in free-bound emission. _fblvl dataset missing for B 1. [fiasco.collections]\n",
"WARNING: B 2 not included in free-bound emission. _fblvl dataset missing for B 2. [fiasco.collections]\n",
"WARNING: B 3 not included in free-bound emission. _fblvl dataset missing for B 3. [fiasco.collections]\n",
"WARNING: B 4 not included in free-bound emission. _fblvl dataset missing for B 4. [fiasco.collections]\n",
"WARNING: B 5 not included in free-bound emission. _fblvl dataset missing for B 5. [fiasco.collections]\n",
"WARNING: B 6 not included in free-bound emission. _fblvl dataset missing for B 6. [fiasco.collections]\n",
"WARNING: C 7 not included in free-bound emission. _fblvl dataset missing for C 7. [fiasco.collections]\n",
"WARNING: N 8 not included in free-bound emission. _fblvl dataset missing for N 8. [fiasco.collections]\n",
"WARNING: O 9 not included in free-bound emission. _fblvl dataset missing for O 9. [fiasco.collections]\n",
"WARNING: F 1 not included in free-bound emission. _fblvl dataset missing for F 1. [fiasco.collections]\n",
"WARNING: F 2 not included in free-bound emission. _fblvl dataset missing for F 2. [fiasco.collections]\n",
"WARNING: F 3 not included in free-bound emission. _fblvl dataset missing for F 3. [fiasco.collections]\n",
"WARNING: F 4 not included in free-bound emission. _fblvl dataset missing for F 4. [fiasco.collections]\n",
"WARNING: F 5 not included in free-bound emission. _fblvl dataset missing for F 5. [fiasco.collections]\n",
"WARNING: F 6 not included in free-bound emission. _fblvl dataset missing for F 6. [fiasco.collections]\n",
"WARNING: F 7 not included in free-bound emission. _fblvl dataset missing for F 7. [fiasco.collections]\n",
"WARNING: F 8 not included in free-bound emission. _fblvl dataset missing for F 8. [fiasco.collections]\n",
"WARNING: F 9 not included in free-bound emission. _fblvl dataset missing for F 9. [fiasco.collections]\n",
"WARNING: F 10 not included in free-bound emission. _fblvl dataset missing for F 10. [fiasco.collections]\n",
"WARNING: Ne 11 not included in free-bound emission. _fblvl dataset missing for Ne 11. [fiasco.collections]\n",
"WARNING: Na 1 not included in free-bound emission. _fblvl dataset missing for Na 1. [fiasco.collections]\n",
"WARNING: Na 2 not included in free-bound emission. _fblvl dataset missing for Na 2. [fiasco.collections]\n",
"WARNING: Na 3 not included in free-bound emission. _fblvl dataset missing for Na 3. [fiasco.collections]\n",
"WARNING: Na 4 not included in free-bound emission. _fblvl dataset missing for Na 4. [fiasco.collections]\n",
"WARNING: Na 5 not included in free-bound emission. _fblvl dataset missing for Na 5. [fiasco.collections]\n",
"WARNING: Na 6 not included in free-bound emission. _fblvl dataset missing for Na 6. [fiasco.collections]\n",
"WARNING: Na 7 not included in free-bound emission. _fblvl dataset missing for Na 7. [fiasco.collections]\n",
"WARNING: Na 8 not included in free-bound emission. _fblvl dataset missing for Na 8. [fiasco.collections]\n",
"WARNING: Na 9 not included in free-bound emission. _fblvl dataset missing for Na 9. [fiasco.collections]\n",
"WARNING: Na 10 not included in free-bound emission. _fblvl dataset missing for Na 10. [fiasco.collections]\n",
"WARNING: Na 11 not included in free-bound emission. _fblvl dataset missing for Na 11. [fiasco.collections]\n",
"WARNING: Na 12 not included in free-bound emission. _fblvl dataset missing for Na 12. [fiasco.collections]\n",
"WARNING: Mg 13 not included in free-bound emission. _fblvl dataset missing for Mg 13. [fiasco.collections]\n",
"WARNING: Al 2 not included in free-bound emission. _fblvl dataset missing for Al 2. [fiasco.collections]\n",
"WARNING: Al 14 not included in free-bound emission. _fblvl dataset missing for Al 14. [fiasco.collections]\n",
"WARNING: Si 15 not included in free-bound emission. _fblvl dataset missing for Si 15. [fiasco.collections]\n",
"WARNING: P 1 not included in free-bound emission. _fblvl dataset missing for P 1. [fiasco.collections]\n",
"WARNING: P 2 not included in free-bound emission. _fblvl dataset missing for P 2. [fiasco.collections]\n",
"WARNING: P 3 not included in free-bound emission. _fblvl dataset missing for P 3. [fiasco.collections]\n",
"WARNING: P 4 not included in free-bound emission. _fblvl dataset missing for P 4. [fiasco.collections]\n",
"WARNING: P 5 not included in free-bound emission. _fblvl dataset missing for P 5. [fiasco.collections]\n",
"WARNING: P 6 not included in free-bound emission. _fblvl dataset missing for P 6. [fiasco.collections]\n",
"WARNING: P 7 not included in free-bound emission. _fblvl dataset missing for P 7. [fiasco.collections]\n",
"WARNING: P 8 not included in free-bound emission. _fblvl dataset missing for P 8. [fiasco.collections]\n",
"WARNING: P 9 not included in free-bound emission. _fblvl dataset missing for P 9. [fiasco.collections]\n",
"WARNING: P 10 not included in free-bound emission. _fblvl dataset missing for P 10. [fiasco.collections]\n",
"WARNING: P 11 not included in free-bound emission. _fblvl dataset missing for P 11. [fiasco.collections]\n",
"WARNING: P 12 not included in free-bound emission. _fblvl dataset missing for P 12. [fiasco.collections]\n",
"WARNING: P 13 not included in free-bound emission. _fblvl dataset missing for P 13. [fiasco.collections]\n",
"WARNING: P 14 not included in free-bound emission. _fblvl dataset missing for P 14. [fiasco.collections]\n",
"WARNING: P 15 not included in free-bound emission. _fblvl dataset missing for P 15. [fiasco.collections]\n",
"WARNING: P 16 not included in free-bound emission. _fblvl dataset missing for P 16. [fiasco.collections]\n",
"WARNING: S 17 not included in free-bound emission. _fblvl dataset missing for S 17. [fiasco.collections]\n",
"WARNING: Cl 1 not included in free-bound emission. _fblvl dataset missing for Cl 1. [fiasco.collections]\n",
"WARNING: Cl 2 not included in free-bound emission. _fblvl dataset missing for Cl 2. [fiasco.collections]\n",
"WARNING: Cl 3 not included in free-bound emission. _fblvl dataset missing for Cl 3. [fiasco.collections]\n",
"WARNING: Cl 4 not included in free-bound emission. _fblvl dataset missing for Cl 4. [fiasco.collections]\n",
"WARNING: Cl 5 not included in free-bound emission. _fblvl dataset missing for Cl 5. [fiasco.collections]\n",
"WARNING: Cl 6 not included in free-bound emission. _fblvl dataset missing for Cl 6. [fiasco.collections]\n",
"WARNING: Cl 7 not included in free-bound emission. _fblvl dataset missing for Cl 7. [fiasco.collections]\n",
"WARNING: Cl 8 not included in free-bound emission. _fblvl dataset missing for Cl 8. [fiasco.collections]\n",
"WARNING: Cl 9 not included in free-bound emission. _fblvl dataset missing for Cl 9. [fiasco.collections]\n",
"WARNING: Cl 10 not included in free-bound emission. _fblvl dataset missing for Cl 10. [fiasco.collections]\n",
"WARNING: Cl 11 not included in free-bound emission. _fblvl dataset missing for Cl 11. [fiasco.collections]\n",
"WARNING: Cl 12 not included in free-bound emission. _fblvl dataset missing for Cl 12. [fiasco.collections]\n",
"WARNING: Cl 13 not included in free-bound emission. _fblvl dataset missing for Cl 13. [fiasco.collections]\n",
"WARNING: Cl 14 not included in free-bound emission. _fblvl dataset missing for Cl 14. [fiasco.collections]\n",
"WARNING: Cl 15 not included in free-bound emission. _fblvl dataset missing for Cl 15. [fiasco.collections]\n",
"WARNING: Cl 16 not included in free-bound emission. _fblvl dataset missing for Cl 16. [fiasco.collections]\n",
"WARNING: Cl 17 not included in free-bound emission. _fblvl dataset missing for Cl 17. [fiasco.collections]\n",
"WARNING: Cl 18 not included in free-bound emission. _fblvl dataset missing for Cl 18. [fiasco.collections]\n",
"WARNING: Ar 2 not included in free-bound emission. _fblvl dataset missing for Ar 2. [fiasco.collections]\n",
"WARNING: Ar 3 not included in free-bound emission. _fblvl dataset missing for Ar 3. [fiasco.collections]\n",
"WARNING: Ar 5 not included in free-bound emission. _fblvl dataset missing for Ar 5. [fiasco.collections]\n",
"WARNING: Ar 6 not included in free-bound emission. _fblvl dataset missing for Ar 6. [fiasco.collections]\n",
"WARNING: Ar 19 not included in free-bound emission. _fblvl dataset missing for Ar 19. [fiasco.collections]\n",
"WARNING: K 1 not included in free-bound emission. _fblvl dataset missing for K 1. [fiasco.collections]\n",
"WARNING: K 2 not included in free-bound emission. _fblvl dataset missing for K 2. [fiasco.collections]\n",
"WARNING: K 3 not included in free-bound emission. _fblvl dataset missing for K 3. [fiasco.collections]\n",
"WARNING: K 4 not included in free-bound emission. _fblvl dataset missing for K 4. [fiasco.collections]\n",
"WARNING: K 5 not included in free-bound emission. _fblvl dataset missing for K 5. [fiasco.collections]\n",
"WARNING: K 6 not included in free-bound emission. _fblvl dataset missing for K 6. [fiasco.collections]\n",
"WARNING: K 7 not included in free-bound emission. _fblvl dataset missing for K 7. [fiasco.collections]\n",
"WARNING: K 8 not included in free-bound emission. _fblvl dataset missing for K 8. [fiasco.collections]\n",
"WARNING: K 9 not included in free-bound emission. _fblvl dataset missing for K 9. [fiasco.collections]\n",
"WARNING: K 10 not included in free-bound emission. _fblvl dataset missing for K 10. [fiasco.collections]\n",
"WARNING: K 11 not included in free-bound emission. _fblvl dataset missing for K 11. [fiasco.collections]\n",
"WARNING: K 12 not included in free-bound emission. _fblvl dataset missing for K 12. [fiasco.collections]\n",
"WARNING: K 13 not included in free-bound emission. _fblvl dataset missing for K 13. [fiasco.collections]\n",
"WARNING: K 14 not included in free-bound emission. _fblvl dataset missing for K 14. [fiasco.collections]\n",
"WARNING: K 15 not included in free-bound emission. _fblvl dataset missing for K 15. [fiasco.collections]\n",
"WARNING: K 16 not included in free-bound emission. _fblvl dataset missing for K 16. [fiasco.collections]\n",
"WARNING: K 17 not included in free-bound emission. _fblvl dataset missing for K 17. [fiasco.collections]\n",
"WARNING: K 18 not included in free-bound emission. _fblvl dataset missing for K 18. [fiasco.collections]\n",
"WARNING: K 19 not included in free-bound emission. _fblvl dataset missing for K 19. [fiasco.collections]\n",
"WARNING: K 20 not included in free-bound emission. _fblvl dataset missing for K 20. [fiasco.collections]\n",
"WARNING: Ca 1 not included in free-bound emission. _fblvl dataset missing for Ca 1. [fiasco.collections]\n",
"WARNING: Ca 2 not included in free-bound emission. _fblvl dataset missing for Ca 2. [fiasco.collections]\n",
"WARNING: Ca 3 not included in free-bound emission. _fblvl dataset missing for Ca 3. [fiasco.collections]\n",
"WARNING: Ca 4 not included in free-bound emission. _fblvl dataset missing for Ca 4. [fiasco.collections]\n",
"WARNING: Ca 5 not included in free-bound emission. _fblvl dataset missing for Ca 5. [fiasco.collections]\n",
"WARNING: Ca 6 not included in free-bound emission. _fblvl dataset missing for Ca 6. [fiasco.collections]\n",
"WARNING: Ca 7 not included in free-bound emission. _fblvl dataset missing for Ca 7. [fiasco.collections]\n",
"WARNING: Ca 8 not included in free-bound emission. _fblvl dataset missing for Ca 8. [fiasco.collections]\n",
"WARNING: Ca 21 not included in free-bound emission. _fblvl dataset missing for Ca 21. [fiasco.collections]\n",
"WARNING: Sc 1 not included in free-bound emission. _fblvl dataset missing for Sc 1. [fiasco.collections]\n",
"WARNING: Sc 2 not included in free-bound emission. _fblvl dataset missing for Sc 2. [fiasco.collections]\n",
"WARNING: Sc 3 not included in free-bound emission. _fblvl dataset missing for Sc 3. [fiasco.collections]\n",
"WARNING: Sc 4 not included in free-bound emission. _fblvl dataset missing for Sc 4. [fiasco.collections]\n",
"WARNING: Sc 5 not included in free-bound emission. _fblvl dataset missing for Sc 5. [fiasco.collections]\n",
"WARNING: Sc 6 not included in free-bound emission. _fblvl dataset missing for Sc 6. [fiasco.collections]\n",
"WARNING: Sc 7 not included in free-bound emission. _fblvl dataset missing for Sc 7. [fiasco.collections]\n",
"WARNING: Sc 8 not included in free-bound emission. _fblvl dataset missing for Sc 8. [fiasco.collections]\n",
"WARNING: Sc 9 not included in free-bound emission. _fblvl dataset missing for Sc 9. [fiasco.collections]\n",
"WARNING: Sc 10 not included in free-bound emission. _fblvl dataset missing for Sc 10. [fiasco.collections]\n",
"WARNING: Sc 11 not included in free-bound emission. _fblvl dataset missing for Sc 11. [fiasco.collections]\n",
"WARNING: Sc 12 not included in free-bound emission. _fblvl dataset missing for Sc 12. [fiasco.collections]\n",
"WARNING: Sc 13 not included in free-bound emission. _fblvl dataset missing for Sc 13. [fiasco.collections]\n",
"WARNING: Sc 14 not included in free-bound emission. _fblvl dataset missing for Sc 14. [fiasco.collections]\n",
"WARNING: Sc 15 not included in free-bound emission. _fblvl dataset missing for Sc 15. [fiasco.collections]\n",
"WARNING: Sc 16 not included in free-bound emission. _fblvl dataset missing for Sc 16. [fiasco.collections]\n",
"WARNING: Sc 17 not included in free-bound emission. _fblvl dataset missing for Sc 17. [fiasco.collections]\n",
"WARNING: Sc 18 not included in free-bound emission. _fblvl dataset missing for Sc 18. [fiasco.collections]\n",
"WARNING: Sc 19 not included in free-bound emission. _fblvl dataset missing for Sc 19. [fiasco.collections]\n",
"WARNING: Sc 20 not included in free-bound emission. _fblvl dataset missing for Sc 20. [fiasco.collections]\n",
"WARNING: Sc 21 not included in free-bound emission. _fblvl dataset missing for Sc 21. [fiasco.collections]\n",
"WARNING: Sc 22 not included in free-bound emission. _fblvl dataset missing for Sc 22. [fiasco.collections]\n",
"WARNING: Ti 1 not included in free-bound emission. _fblvl dataset missing for Ti 1. [fiasco.collections]\n",
"WARNING: Ti 2 not included in free-bound emission. _fblvl dataset missing for Ti 2. [fiasco.collections]\n",
"WARNING: Ti 3 not included in free-bound emission. _fblvl dataset missing for Ti 3. [fiasco.collections]\n",
"WARNING: Ti 4 not included in free-bound emission. _fblvl dataset missing for Ti 4. [fiasco.collections]\n",
"WARNING: Ti 5 not included in free-bound emission. _fblvl dataset missing for Ti 5. [fiasco.collections]\n",
"WARNING: Ti 6 not included in free-bound emission. _fblvl dataset missing for Ti 6. [fiasco.collections]\n",
"WARNING: Ti 7 not included in free-bound emission. _fblvl dataset missing for Ti 7. [fiasco.collections]\n",
"WARNING: Ti 8 not included in free-bound emission. _fblvl dataset missing for Ti 8. [fiasco.collections]\n",
"WARNING: Ti 9 not included in free-bound emission. _fblvl dataset missing for Ti 9. [fiasco.collections]\n",
"WARNING: Ti 10 not included in free-bound emission. _fblvl dataset missing for Ti 10. [fiasco.collections]\n",
"WARNING: Ti 11 not included in free-bound emission. _fblvl dataset missing for Ti 11. [fiasco.collections]\n",
"WARNING: Ti 12 not included in free-bound emission. _fblvl dataset missing for Ti 12. [fiasco.collections]\n",
"WARNING: Ti 13 not included in free-bound emission. _fblvl dataset missing for Ti 13. [fiasco.collections]\n",
"WARNING: Ti 14 not included in free-bound emission. _fblvl dataset missing for Ti 14. [fiasco.collections]\n",
"WARNING: Ti 15 not included in free-bound emission. _fblvl dataset missing for Ti 15. [fiasco.collections]\n",
"WARNING: Ti 16 not included in free-bound emission. _fblvl dataset missing for Ti 16. [fiasco.collections]\n",
"WARNING: Ti 17 not included in free-bound emission. _fblvl dataset missing for Ti 17. [fiasco.collections]\n",
"WARNING: Ti 18 not included in free-bound emission. _fblvl dataset missing for Ti 18. [fiasco.collections]\n",
"WARNING: Ti 19 not included in free-bound emission. _fblvl dataset missing for Ti 19. [fiasco.collections]\n",
"WARNING: Ti 20 not included in free-bound emission. _fblvl dataset missing for Ti 20. [fiasco.collections]\n",
"WARNING: Ti 21 not included in free-bound emission. _fblvl dataset missing for Ti 21. [fiasco.collections]\n",
"WARNING: Ti 22 not included in free-bound emission. _fblvl dataset missing for Ti 22. [fiasco.collections]\n",
"WARNING: Ti 23 not included in free-bound emission. _fblvl dataset missing for Ti 23. [fiasco.collections]\n",
"WARNING: V 1 not included in free-bound emission. _fblvl dataset missing for V 1. [fiasco.collections]\n",
"WARNING: V 2 not included in free-bound emission. _fblvl dataset missing for V 2. [fiasco.collections]\n",
"WARNING: V 3 not included in free-bound emission. _fblvl dataset missing for V 3. [fiasco.collections]\n",
"WARNING: V 4 not included in free-bound emission. _fblvl dataset missing for V 4. [fiasco.collections]\n",
"WARNING: V 5 not included in free-bound emission. _fblvl dataset missing for V 5. [fiasco.collections]\n",
"WARNING: V 6 not included in free-bound emission. _fblvl dataset missing for V 6. [fiasco.collections]\n",
"WARNING: V 7 not included in free-bound emission. _fblvl dataset missing for V 7. [fiasco.collections]\n",
"WARNING: V 8 not included in free-bound emission. _fblvl dataset missing for V 8. [fiasco.collections]\n",
"WARNING: V 9 not included in free-bound emission. _fblvl dataset missing for V 9. [fiasco.collections]\n",
"WARNING: V 10 not included in free-bound emission. _fblvl dataset missing for V 10. [fiasco.collections]\n",
"WARNING: V 11 not included in free-bound emission. _fblvl dataset missing for V 11. [fiasco.collections]\n",
"WARNING: V 12 not included in free-bound emission. _fblvl dataset missing for V 12. [fiasco.collections]\n",
"WARNING: V 13 not included in free-bound emission. _fblvl dataset missing for V 13. [fiasco.collections]\n",
"WARNING: V 14 not included in free-bound emission. _fblvl dataset missing for V 14. [fiasco.collections]\n",
"WARNING: V 15 not included in free-bound emission. _fblvl dataset missing for V 15. [fiasco.collections]\n",
"WARNING: V 16 not included in free-bound emission. _fblvl dataset missing for V 16. [fiasco.collections]\n",
"WARNING: V 17 not included in free-bound emission. _fblvl dataset missing for V 17. [fiasco.collections]\n",
"WARNING: V 18 not included in free-bound emission. _fblvl dataset missing for V 18. [fiasco.collections]\n",
"WARNING: V 19 not included in free-bound emission. _fblvl dataset missing for V 19. [fiasco.collections]\n",
"WARNING: V 20 not included in free-bound emission. _fblvl dataset missing for V 20. [fiasco.collections]\n",
"WARNING: V 21 not included in free-bound emission. _fblvl dataset missing for V 21. [fiasco.collections]\n",
"WARNING: V 22 not included in free-bound emission. _fblvl dataset missing for V 22. [fiasco.collections]\n",
"WARNING: V 23 not included in free-bound emission. _fblvl dataset missing for V 23. [fiasco.collections]\n",
"WARNING: V 24 not included in free-bound emission. _fblvl dataset missing for V 24. [fiasco.collections]\n",
"WARNING: Cr 1 not included in free-bound emission. _fblvl dataset missing for Cr 1. [fiasco.collections]\n",
"WARNING: Cr 2 not included in free-bound emission. _fblvl dataset missing for Cr 2. [fiasco.collections]\n",
"WARNING: Cr 3 not included in free-bound emission. _fblvl dataset missing for Cr 3. [fiasco.collections]\n",
"WARNING: Cr 4 not included in free-bound emission. _fblvl dataset missing for Cr 4. [fiasco.collections]\n",
"WARNING: Cr 5 not included in free-bound emission. _fblvl dataset missing for Cr 5. [fiasco.collections]\n",
"WARNING: Cr 6 not included in free-bound emission. _fblvl dataset missing for Cr 6. [fiasco.collections]\n",
"WARNING: Cr 7 not included in free-bound emission. _fblvl dataset missing for Cr 7. [fiasco.collections]\n",
"WARNING: Cr 8 not included in free-bound emission. _fblvl dataset missing for Cr 8. [fiasco.collections]\n",
"WARNING: Cr 9 not included in free-bound emission. _fblvl dataset missing for Cr 9. [fiasco.collections]\n",
"WARNING: Cr 10 not included in free-bound emission. _fblvl dataset missing for Cr 10. [fiasco.collections]\n",
"WARNING: Cr 11 not included in free-bound emission. _fblvl dataset missing for Cr 11. [fiasco.collections]\n",
"WARNING: Cr 12 not included in free-bound emission. _fblvl dataset missing for Cr 12. [fiasco.collections]\n",
"WARNING: Cr 13 not included in free-bound emission. _fblvl dataset missing for Cr 13. [fiasco.collections]\n",
"WARNING: Cr 14 not included in free-bound emission. _fblvl dataset missing for Cr 14. [fiasco.collections]\n",
"WARNING: Cr 15 not included in free-bound emission. _fblvl dataset missing for Cr 15. [fiasco.collections]\n",
"WARNING: Cr 16 not included in free-bound emission. _fblvl dataset missing for Cr 16. [fiasco.collections]\n",
"WARNING: Cr 17 not included in free-bound emission. _fblvl dataset missing for Cr 17. [fiasco.collections]\n",
"WARNING: Cr 18 not included in free-bound emission. _fblvl dataset missing for Cr 18. [fiasco.collections]\n",
"WARNING: Cr 19 not included in free-bound emission. _fblvl dataset missing for Cr 19. [fiasco.collections]\n",
"WARNING: Cr 20 not included in free-bound emission. _fblvl dataset missing for Cr 20. [fiasco.collections]\n",
"WARNING: Cr 21 not included in free-bound emission. _fblvl dataset missing for Cr 21. [fiasco.collections]\n",
"WARNING: Cr 22 not included in free-bound emission. _fblvl dataset missing for Cr 22. [fiasco.collections]\n",
"WARNING: Cr 23 not included in free-bound emission. _fblvl dataset missing for Cr 23. [fiasco.collections]\n",
"WARNING: Cr 24 not included in free-bound emission. _fblvl dataset missing for Cr 24. [fiasco.collections]\n",
"WARNING: Cr 25 not included in free-bound emission. _fblvl dataset missing for Cr 25. [fiasco.collections]\n",
"WARNING: Mn 1 not included in free-bound emission. _fblvl dataset missing for Mn 1. [fiasco.collections]\n",
"WARNING: Mn 2 not included in free-bound emission. _fblvl dataset missing for Mn 2. [fiasco.collections]\n",
"WARNING: Mn 3 not included in free-bound emission. _fblvl dataset missing for Mn 3. [fiasco.collections]\n",
"WARNING: Mn 4 not included in free-bound emission. _fblvl dataset missing for Mn 4. [fiasco.collections]\n",
"WARNING: Mn 5 not included in free-bound emission. _fblvl dataset missing for Mn 5. [fiasco.collections]\n",
"WARNING: Mn 6 not included in free-bound emission. _fblvl dataset missing for Mn 6. [fiasco.collections]\n",
"WARNING: Mn 7 not included in free-bound emission. _fblvl dataset missing for Mn 7. [fiasco.collections]\n",
"WARNING: Mn 8 not included in free-bound emission. _fblvl dataset missing for Mn 8. [fiasco.collections]\n",
"WARNING: Mn 9 not included in free-bound emission. _fblvl dataset missing for Mn 9. [fiasco.collections]\n",
"WARNING: Mn 10 not included in free-bound emission. _fblvl dataset missing for Mn 10. [fiasco.collections]\n",
"WARNING: Mn 11 not included in free-bound emission. _fblvl dataset missing for Mn 11. [fiasco.collections]\n",
"WARNING: Mn 12 not included in free-bound emission. _fblvl dataset missing for Mn 12. [fiasco.collections]\n",
"WARNING: Mn 13 not included in free-bound emission. _fblvl dataset missing for Mn 13. [fiasco.collections]\n",
"WARNING: Mn 14 not included in free-bound emission. _fblvl dataset missing for Mn 14. [fiasco.collections]\n",
"WARNING: Mn 15 not included in free-bound emission. _fblvl dataset missing for Mn 15. [fiasco.collections]\n",
"WARNING: Mn 16 not included in free-bound emission. _fblvl dataset missing for Mn 16. [fiasco.collections]\n",
"WARNING: Mn 17 not included in free-bound emission. _fblvl dataset missing for Mn 17. [fiasco.collections]\n",
"WARNING: Mn 18 not included in free-bound emission. _fblvl dataset missing for Mn 18. [fiasco.collections]\n",
"WARNING: Mn 19 not included in free-bound emission. _fblvl dataset missing for Mn 19. [fiasco.collections]\n",
"WARNING: Mn 20 not included in free-bound emission. _fblvl dataset missing for Mn 20. [fiasco.collections]\n",
"WARNING: Mn 21 not included in free-bound emission. _fblvl dataset missing for Mn 21. [fiasco.collections]\n",
"WARNING: Mn 22 not included in free-bound emission. _fblvl dataset missing for Mn 22. [fiasco.collections]\n",
"WARNING: Mn 23 not included in free-bound emission. _fblvl dataset missing for Mn 23. [fiasco.collections]\n",
"WARNING: Mn 24 not included in free-bound emission. _fblvl dataset missing for Mn 24. [fiasco.collections]\n",
"WARNING: Mn 25 not included in free-bound emission. _fblvl dataset missing for Mn 25. [fiasco.collections]\n",
"WARNING: Mn 26 not included in free-bound emission. _fblvl dataset missing for Mn 26. [fiasco.collections]\n",
"WARNING: Fe 1 not included in free-bound emission. _fblvl dataset missing for Fe 1. [fiasco.collections]\n",
"WARNING: Fe 2 not included in free-bound emission. _fblvl dataset missing for Fe 2. [fiasco.collections]\n",
"WARNING: Fe 3 not included in free-bound emission. _fblvl dataset missing for Fe 3. [fiasco.collections]\n",
"WARNING: Fe 27 not included in free-bound emission. _fblvl dataset missing for Fe 27. [fiasco.collections]\n",
"WARNING: Co 1 not included in free-bound emission. _fblvl dataset missing for Co 1. [fiasco.collections]\n",
"WARNING: Co 2 not included in free-bound emission. _fblvl dataset missing for Co 2. [fiasco.collections]\n",
"WARNING: Co 3 not included in free-bound emission. _fblvl dataset missing for Co 3. [fiasco.collections]\n",
"WARNING: Co 4 not included in free-bound emission. _fblvl dataset missing for Co 4. [fiasco.collections]\n",
"WARNING: Co 5 not included in free-bound emission. _fblvl dataset missing for Co 5. [fiasco.collections]\n",
"WARNING: Co 6 not included in free-bound emission. _fblvl dataset missing for Co 6. [fiasco.collections]\n",
"WARNING: Co 7 not included in free-bound emission. _fblvl dataset missing for Co 7. [fiasco.collections]\n",
"WARNING: Co 8 not included in free-bound emission. _fblvl dataset missing for Co 8. [fiasco.collections]\n",
"WARNING: Co 9 not included in free-bound emission. _fblvl dataset missing for Co 9. [fiasco.collections]\n",
"WARNING: Co 10 not included in free-bound emission. _fblvl dataset missing for Co 10. [fiasco.collections]\n",
"WARNING: Co 11 not included in free-bound emission. _fblvl dataset missing for Co 11. [fiasco.collections]\n",
"WARNING: Co 12 not included in free-bound emission. _fblvl dataset missing for Co 12. [fiasco.collections]\n",
"WARNING: Co 13 not included in free-bound emission. _fblvl dataset missing for Co 13. [fiasco.collections]\n",
"WARNING: Co 14 not included in free-bound emission. _fblvl dataset missing for Co 14. [fiasco.collections]\n",
"WARNING: Co 15 not included in free-bound emission. _fblvl dataset missing for Co 15. [fiasco.collections]\n",
"WARNING: Co 16 not included in free-bound emission. _fblvl dataset missing for Co 16. [fiasco.collections]\n",
"WARNING: Co 17 not included in free-bound emission. _fblvl dataset missing for Co 17. [fiasco.collections]\n",
"WARNING: Co 18 not included in free-bound emission. _fblvl dataset missing for Co 18. [fiasco.collections]\n",
"WARNING: Co 19 not included in free-bound emission. _fblvl dataset missing for Co 19. [fiasco.collections]\n",
"WARNING: Co 20 not included in free-bound emission. _fblvl dataset missing for Co 20. [fiasco.collections]\n",
"WARNING: Co 21 not included in free-bound emission. _fblvl dataset missing for Co 21. [fiasco.collections]\n",
"WARNING: Co 22 not included in free-bound emission. _fblvl dataset missing for Co 22. [fiasco.collections]\n",
"WARNING: Co 23 not included in free-bound emission. _fblvl dataset missing for Co 23. [fiasco.collections]\n",
"WARNING: Co 24 not included in free-bound emission. _fblvl dataset missing for Co 24. [fiasco.collections]\n",
"WARNING: Co 25 not included in free-bound emission. _fblvl dataset missing for Co 25. [fiasco.collections]\n",
"WARNING: Co 26 not included in free-bound emission. _fblvl dataset missing for Co 26. [fiasco.collections]\n",
"WARNING: Co 27 not included in free-bound emission. _fblvl dataset missing for Co 27. [fiasco.collections]\n",
"WARNING: Co 28 not included in free-bound emission. _fblvl dataset missing for Co 28. [fiasco.collections]\n",
"WARNING: Ni 1 not included in free-bound emission. _fblvl dataset missing for Ni 1. [fiasco.collections]\n",
"WARNING: Ni 2 not included in free-bound emission. _fblvl dataset missing for Ni 2. [fiasco.collections]\n",
"WARNING: Ni 3 not included in free-bound emission. _fblvl dataset missing for Ni 3. [fiasco.collections]\n",
"WARNING: Ni 4 not included in free-bound emission. _fblvl dataset missing for Ni 4. [fiasco.collections]\n",
"WARNING: Ni 5 not included in free-bound emission. _fblvl dataset missing for Ni 5. [fiasco.collections]\n",
"WARNING: Ni 6 not included in free-bound emission. _fblvl dataset missing for Ni 6. [fiasco.collections]\n",
"WARNING: Ni 7 not included in free-bound emission. _fblvl dataset missing for Ni 7. [fiasco.collections]\n",
"WARNING: Ni 8 not included in free-bound emission. _fblvl dataset missing for Ni 8. [fiasco.collections]\n",
"WARNING: Ni 9 not included in free-bound emission. _fblvl dataset missing for Ni 9. [fiasco.collections]\n",
"WARNING: Ni 10 not included in free-bound emission. _fblvl dataset missing for Ni 10. [fiasco.collections]\n",
"WARNING: Ni 14 not included in free-bound emission. _fblvl dataset missing for Ni 14. [fiasco.collections]\n",
"WARNING: Ni 29 not included in free-bound emission. _fblvl dataset missing for Ni 29. [fiasco.collections]\n",
"WARNING: Cu 1 not included in free-bound emission. _fblvl dataset missing for Cu 1. [fiasco.collections]\n",
"WARNING: Cu 2 not included in free-bound emission. _fblvl dataset missing for Cu 2. [fiasco.collections]\n",
"WARNING: Cu 3 not included in free-bound emission. _fblvl dataset missing for Cu 3. [fiasco.collections]\n",
"WARNING: Cu 4 not included in free-bound emission. _fblvl dataset missing for Cu 4. [fiasco.collections]\n",
"WARNING: Cu 5 not included in free-bound emission. _fblvl dataset missing for Cu 5. [fiasco.collections]\n",
"WARNING: Cu 6 not included in free-bound emission. _fblvl dataset missing for Cu 6. [fiasco.collections]\n",
"WARNING: Cu 7 not included in free-bound emission. _fblvl dataset missing for Cu 7. [fiasco.collections]\n",
"WARNING: Cu 8 not included in free-bound emission. _fblvl dataset missing for Cu 8. [fiasco.collections]\n",
"WARNING: Cu 9 not included in free-bound emission. _fblvl dataset missing for Cu 9. [fiasco.collections]\n",
"WARNING: Cu 10 not included in free-bound emission. _fblvl dataset missing for Cu 10. [fiasco.collections]\n",
"WARNING: Cu 11 not included in free-bound emission. _fblvl dataset missing for Cu 11. [fiasco.collections]\n",
"WARNING: Cu 12 not included in free-bound emission. _fblvl dataset missing for Cu 12. [fiasco.collections]\n",
"WARNING: Cu 13 not included in free-bound emission. _fblvl dataset missing for Cu 13. [fiasco.collections]\n",
"WARNING: Cu 14 not included in free-bound emission. _fblvl dataset missing for Cu 14. [fiasco.collections]\n",
"WARNING: Cu 15 not included in free-bound emission. _fblvl dataset missing for Cu 15. [fiasco.collections]\n",
"WARNING: Cu 16 not included in free-bound emission. _fblvl dataset missing for Cu 16. [fiasco.collections]\n",
"WARNING: Cu 17 not included in free-bound emission. _fblvl dataset missing for Cu 17. [fiasco.collections]\n",
"WARNING: Cu 18 not included in free-bound emission. _fblvl dataset missing for Cu 18. [fiasco.collections]\n",
"WARNING: Cu 19 not included in free-bound emission. _fblvl dataset missing for Cu 19. [fiasco.collections]\n",
"WARNING: Cu 20 not included in free-bound emission. _fblvl dataset missing for Cu 20. [fiasco.collections]\n",
"WARNING: Cu 21 not included in free-bound emission. _fblvl dataset missing for Cu 21. [fiasco.collections]\n",
"WARNING: Cu 22 not included in free-bound emission. _fblvl dataset missing for Cu 22. [fiasco.collections]\n",
"WARNING: Cu 23 not included in free-bound emission. _fblvl dataset missing for Cu 23. [fiasco.collections]\n",
"WARNING: Cu 24 not included in free-bound emission. _fblvl dataset missing for Cu 24. [fiasco.collections]\n",
"WARNING: Cu 25 not included in free-bound emission. _fblvl dataset missing for Cu 25. [fiasco.collections]\n",
"WARNING: Cu 26 not included in free-bound emission. _fblvl dataset missing for Cu 26. [fiasco.collections]\n",
"WARNING: Cu 27 not included in free-bound emission. _fblvl dataset missing for Cu 27. [fiasco.collections]\n",
"WARNING: Cu 28 not included in free-bound emission. _fblvl dataset missing for Cu 28. [fiasco.collections]\n",
"WARNING: Cu 29 not included in free-bound emission. _fblvl dataset missing for Cu 29. [fiasco.collections]\n",
"WARNING: Cu 30 not included in free-bound emission. _fblvl dataset missing for Cu 30. [fiasco.collections]\n",
"WARNING: Zn 1 not included in free-bound emission. _fblvl dataset missing for Zn 1. [fiasco.collections]\n",
"WARNING: Zn 2 not included in free-bound emission. _fblvl dataset missing for Zn 2. [fiasco.collections]\n",
"WARNING: Zn 3 not included in free-bound emission. _fblvl dataset missing for Zn 3. [fiasco.collections]\n",
"WARNING: Zn 4 not included in free-bound emission. _fblvl dataset missing for Zn 4. [fiasco.collections]\n",
"WARNING: Zn 5 not included in free-bound emission. _fblvl dataset missing for Zn 5. [fiasco.collections]\n",
"WARNING: Zn 6 not included in free-bound emission. _fblvl dataset missing for Zn 6. [fiasco.collections]\n",
"WARNING: Zn 7 not included in free-bound emission. _fblvl dataset missing for Zn 7. [fiasco.collections]\n",
"WARNING: Zn 8 not included in free-bound emission. _fblvl dataset missing for Zn 8. [fiasco.collections]\n",
"WARNING: Zn 9 not included in free-bound emission. _fblvl dataset missing for Zn 9. [fiasco.collections]\n",
"WARNING: Zn 10 not included in free-bound emission. _fblvl dataset missing for Zn 10. [fiasco.collections]\n",
"WARNING: Zn 11 not included in free-bound emission. _fblvl dataset missing for Zn 11. [fiasco.collections]\n",
"WARNING: Zn 12 not included in free-bound emission. _fblvl dataset missing for Zn 12. [fiasco.collections]\n",
"WARNING: Zn 13 not included in free-bound emission. _fblvl dataset missing for Zn 13. [fiasco.collections]\n",
"WARNING: Zn 14 not included in free-bound emission. _fblvl dataset missing for Zn 14. [fiasco.collections]\n",
"WARNING: Zn 15 not included in free-bound emission. _fblvl dataset missing for Zn 15. [fiasco.collections]\n",
"WARNING: Zn 16 not included in free-bound emission. _fblvl dataset missing for Zn 16. [fiasco.collections]\n",
"WARNING: Zn 17 not included in free-bound emission. _fblvl dataset missing for Zn 17. [fiasco.collections]\n",
"WARNING: Zn 18 not included in free-bound emission. _fblvl dataset missing for Zn 18. [fiasco.collections]\n",
"WARNING: Zn 19 not included in free-bound emission. _fblvl dataset missing for Zn 19. [fiasco.collections]\n",
"WARNING: Zn 20 not included in free-bound emission. _fblvl dataset missing for Zn 20. [fiasco.collections]\n",
"WARNING: Zn 21 not included in free-bound emission. _fblvl dataset missing for Zn 21. [fiasco.collections]\n",
"WARNING: Zn 22 not included in free-bound emission. _fblvl dataset missing for Zn 22. [fiasco.collections]\n",
"WARNING: Zn 23 not included in free-bound emission. _fblvl dataset missing for Zn 23. [fiasco.collections]\n",
"WARNING: Zn 24 not included in free-bound emission. _fblvl dataset missing for Zn 24. [fiasco.collections]\n",
"WARNING: Zn 25 not included in free-bound emission. _fblvl dataset missing for Zn 25. [fiasco.collections]\n",
"WARNING: Zn 26 not included in free-bound emission. _fblvl dataset missing for Zn 26. [fiasco.collections]\n",
"WARNING: Zn 27 not included in free-bound emission. _fblvl dataset missing for Zn 27. [fiasco.collections]\n",
"WARNING: Zn 28 not included in free-bound emission. _fblvl dataset missing for Zn 28. [fiasco.collections]\n",
"WARNING: Zn 29 not included in free-bound emission. _fblvl dataset missing for Zn 29. [fiasco.collections]\n",
"WARNING: Zn 30 not included in free-bound emission. _fblvl dataset missing for Zn 30. [fiasco.collections]\n",
"WARNING: Zn 31 not included in free-bound emission. _fblvl dataset missing for Zn 31. [fiasco.collections]\n",
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_10308/2713077090.py:7: RuntimeWarning: invalid value encountered in divide\n",
" difference_norm = difference / result_idl\n",
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_10308/2713077090.py:8: RuntimeWarning: invalid value encountered in divide\n",
" ratio = result_fiasco / result_idl\n"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 1000x1500 with 9 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1500x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"use_verner = True\n",
"# Run fiasco\n",
"fb = all_ions.free_bound(wavelength, use_verner=use_verner)\n",
"# Run IDL\n",
"res = env.run(\n",
" idl_fb_script,\n",
" args={**args, 'use_verner': use_verner},\n",
" verbose=False,\n",
" raise_exceptions=True,\n",
")\n",
"# Compare\n",
"fb_fiasco = fb.to_value('erg cm3 / (Angstrom s)')\n",
"fb_idl = res['fb']\n",
"wave_index = 300\n",
"temp_index = 20\n",
"compare_results(wavelength, temperature, fb_fiasco, fb_idl, wave_index, temp_index)"
]
},
{
"cell_type": "markdown",
"id": "e9807ee6-87ba-4e52-814e-5478d8275062",
"metadata": {},
"source": [
"Now compare the individual components of the free-bound continuum"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "d3139d9a-65df-4c49-966e-00ea7a7e8b49",
"metadata": {},
"outputs": [],
"source": [
"idl_fb_ion_script = \"\"\"\n",
"; set common block\n",
"common elements, abund, abund_ref, ioneq, ioneq_logt, ioneq_ref\n",
"\n",
"; read abundance and ionization equilibrium\n",
"abundfile='{{ abundance_filename }}'\n",
"read_abund, abundfile, abund, abund_ref\n",
"ioneqfile=\"{{ ioneq_filename }}\"\n",
"read_ioneq, ioneqfile, ioneq_logt, ioneq, ioneq_ref\n",
"\n",
"; set temperature and wavelength\n",
"temperature = {{ temperature | to_unit('K') | force_double_precision }}\n",
"wavelength = {{ wavelength | to_unit('Angstrom') | force_double_precision }}\n",
"\n",
"; calculate free-bound\n",
"freebound_ion, temperature,$ \n",
" wavelength,$\n",
" fb,$\n",
" {{ atomic_number }},$\n",
" {{ ionization_stage }}{% if not use_verner -%},/noverner{%- endif %}\n",
"\n",
"; The output of freefree is scaled by 10^40\n",
"fb = fb/1d40\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "2f74396d-eaa5-44bc-93e5-cc539fdbf417",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CHIANTI Database Ion\n",
"---------------------\n",
"Name: Mg 8\n",
"Element: magnesium (12)\n",
"Charge: +7\n",
"Number of Levels: 204\n",
"Number of Transitions: 4839\n",
"\n",
"Temperature range: [0.09999999999999999 MK, 100.0 MK]\n",
"\n",
"HDF5 Database: /Users/wtbarnes/Documents/projects/chianti/CHIANTI_v8.0.7/dbase.h5\n",
"Using Datasets:\n",
" ioneq: chianti\n",
" abundance: sun_coronal_1992_feldman_ext\n",
" ip: chianti\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_10308/2713077090.py:7: RuntimeWarning: invalid value encountered in divide\n",
" difference_norm = difference / result_idl\n",
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_10308/2713077090.py:8: RuntimeWarning: invalid value encountered in divide\n",
" ratio = result_fiasco / result_idl\n",
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_10308/2713077090.py:56: UserWarning: Data has no positive values, and therefore cannot be log-scaled.\n",
" plt.yscale('log')\n"
]
},
{
"data": {
"image/png": 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RkQ28mgtezeR6HCbPIyIi6ghzyRqOiSIiIiIiIgoBn0QREdnAa2EWJC/LJoiISDHmkjVsRBER2cCnueEzOYDXxwG8RESkGHPJGpbzERHZoL3Hz+wGAMOHD0dubi7Ky8sj/NsQEVG0Yy5ZwydRRERRYtu2bUhNTY30bRAREQHo3LnERhQRkQ18MD+bkU/trRARETGXLGIjiojIBtbW42DlNRERqcVcsoaNKCIiG1hbGZ5hRUREajGXrOEnQEREREREFAI+iSIisoEPLvhgtvacK8MTEZFazCVr2IgiIrIByyaIiMhJmEvWsBFFRGQDayvDM6yIiEgt5pI1/ASIiIiIiIhCwCdRREQ28Gku+Myux2HyPCIioo4wl6xhI4qIyAY+C2UTXI+DiIhUYy5Zw0YUEZENfJobPpMDcc2eR0RE1BHmkjX8BIiIiIiIiELAJ1FERDbwwgWvyXU1zJ5HRETUEeaSNXwSRURkg/ayCbMbAAwfPhy5ubkoLy+P8G9DRETRjrlkDZ9EERHZwAvzPXfe//7/bdu2ITU1Vdk9ERFR58VcsoZPooiIiIiIiELAJ1FERDbgLEhEROQkzCVrLH0CjzzyCFwuF26//Xb/vlOnTmHOnDno0aMHUlJSMG3aNNTW1gacd+DAAUyaNAldu3ZFRkYG7rrrLrS2tlq5FSIiR/NqbksbyWM2EREFx1yyxvQnsG3bNvzmN7/B0KFDA/bfcccdeOWVV7B69Wq88847OHToEKZOner/udfrxaRJk9Dc3IwtW7ZgxYoVqKiowIIFC8z/FkREDqfBBZ/JTeMsSNKYTUREcphL1phqRDU0NOD666/HsmXLcNZZZ/n319XV4Xe/+x0WL16McePGoaCgAMuXL8eWLVvw/vvvAwA2bNiAjz/+GM8//zzy8/NRUlKCBx54AOXl5WhublbzWxERUafDbCIiIruYakTNmTMHkyZNQlFRUcD+HTt2oKWlJWD/BRdcgL59+6KyshIAUFlZiSFDhiAzM9N/THFxMerr67Fr1y7h+zU1NaG+vj5gIyKKJiybCD9mExGRPOaSNSFPLPHHP/4RH374IbZt22b4WU1NDRISEtC9e/eA/ZmZmaipqfEfc3pItf+8/WciixYtwn333RfqrRIROYZPc8GnmSt/MHteZ8JsIiIKDXPJmpCakdXV1bjtttvwhz/8AUlJSeG6J4P58+ejrq7Ov1VXV9v23kREKnjhtrRRx5hNREShYy5ZE9InsGPHDhw+fBgXX3wx4uLiEBcXh3feeQdPPvkk4uLikJmZiebmZhw/fjzgvNraWmRlZQEAsrKyDDMitb9uP0YvMTERqampARsRERHAbCIiIvuF1IgaP348du7ciaqqKv82bNgwXH/99f7/HR8fj02bNvnP2bNnDw4cOIDCwkIAQGFhIXbu3InDhw/7j9m4cSNSU1ORm5ur6NciInKW9rIJsxt1jNlERBQ65pI1IY2J6tatGwYPHhywLzk5GT169PDvv+mmm1BWVob09HSkpqbilltuQWFhIUaNGgUAmDBhAnJzczF9+nQ8+uijqKmpwd133405c+YgMTFR0a9FROQsPrjhM1n+YPa8zoLZREQUOuaSNSFPLBHM448/DrfbjWnTpqGpqQnFxcV4+umn/T/3eDx49dVXMXv2bBQWFiI5ORmlpaW4//77Vd8KEZFjeDUXvCZ77syeR19jNhERBWIuWePSNE2L9E2Eqr6+Hmlpaairq2MNOhGFharvmfbrzH53KhJT4k1do6mhBc9c9md+5zkcs4mIwk3F9wxzSQ3lT6KIiMiIU8kSEZGTMJesYSOKiMgGmuaGz+TihBoXNSQiIsWYS9awEUVEZAMvXPDCZO25yfOIiIg6wlyyhs1IIiIiIiKiELARRURkA59mZU2OSN99oOrqaowZMwa5ubkYOnQoVq9e7f/Znj17kJ+f79+6dOmCtWvXRu5miYhIKJZyCbA/m1jOR0RkA5+F2nOz54VLXFwclixZgvz8fNTU1KCgoAATJ05EcnIyzj//fFRVVQEAGhoa0L9/f1xxxRWRvWEiIjKIpVwC7M8mNqKIiGzggws+kzXkZs8Ll969e6N3794AgKysLPTs2RPHjh1DcnJywHEvv/wyxo8fb9hPRESRF0u5BNifTc5rRhIRkSWbN2/G5MmTkZ2dDZfLJSxZKC8vR//+/ZGUlISRI0di69atpt5rx44d8Hq9yMnJMfzsxRdfxLXXXmvqukREFFtiLZvYiCIiskH7yvBmt1A0NjYiLy8P5eXlwp+vWrUKZWVlWLhwIT788EPk5eWhuLgYhw8f9h+Tn5+PwYMHG7ZDhw75jzl27BhmzJiBZ5991vAe9fX12LJlCyZOnBjSvRMRkT3szCUg9rKJ5XxERDZQUXteX18fsD8xMRGJiYmG40tKSlBSUtLh9RYvXoxZs2Zh5syZAIClS5di3bp1eO655zBv3jwA8NeOd6SpqQlTpkzBvHnzcMkllxh+/pe//AUTJkxAUlLSGa9DRESRYWcuAbGXTXwSRURkAx/MzoD0dc16Tk4O0tLS/NuiRYtCvo/m5mbs2LEDRUVF/n1utxtFRUWorKyUuoamabjhhhswbtw4TJ8+XXgMS/mIiJzNKbkERGc28UkUEVGUqK6uRmpqqv91R719Z3L06FF4vV5kZmYG7M/MzMTu3bulrvHee+9h1apVGDp0qL+mfeXKlRgyZAgAoK6uDlu3bsVLL70U8v0REVH0UJFLQHRmExtRREQ20CzMgqT997zU1NSAsIqUSy+9FD6fr8Ofp6Wloba21sY7IiKiUMVSLgH2ZxMbUURENmgvgTB7rio9e/aEx+MxBEltbS2ysrKUvQ8RETmbU3IJiM5s4pgoIiIbtA/gNbsBwPDhw5Gbm9vhzEYyEhISUFBQgE2bNn19bz4fNm3ahMLCQsu/JxERRQen5BIQndnEJ1FERFFi27ZtUmUTDQ0N2Ldvn//1/v37UVVVhfT0dPTt2xdlZWUoLS3FsGHDMGLECCxZsgSNjY3+GZGIiIhkyOYSEHvZxEYUEZEN7Cyb2L59O8aOHet/XVZWBgAoLS1FRUUFrr32Whw5cgQLFixATU0N8vPzsX79esOAXiIiil12l/PFWjaxEUVEZAOfhQG8oZ43ZswYaJp2xmPmzp2LuXPnmrofIiKKfnbmEhB72cQxUURENjC9FsdpPYWqas+JiIiYS9bwSRQRkQ1UlE2EUntORER0Jswla/gkioiIiIiIKAR8EkVEZAMnrcdBRETEXLKGjSgiIhswrIiIyEmYS9awnI+IyAYavp4JKdStfS6jzjyAl4iI1GIuWcMnUUREUaIzD+AlIiLn6cy5xEYUEZENWDZBREROwlyyho0oIiIbMKyIiMhJmEvWsBFFRGQDhhURETkJc8kaTixBREREREQUAjaiiIhs0N7jZ3YDOvcsSEREpBZzyRqW8xER2UDTXNBMlj+0n9eZZ0EiIiK1mEvWsBFFRGSD9rU1zJ5LRESkEnPJGpbzERERERERhYBPooiIbMBZkIiIyEmYS9awEUVEZAMVtedERESqMJesYSOKiMgG7PEjIiInYS5ZwzFRRERRojNPJUtERM7TmXOJT6KIiGzAqWSJiMhJmEvWsBFFRGQDzULZBGvPiYhINeaSNWxEERHZQAOgaebPJSIiUom5ZA3HRBEREREREYWAT6KIiGzggwsurgxPREQOwVyyho0oIiIbcD0OIiJyEuaSNWxEERHZwKe54OJ6HERE5BDMJWs4JoqIKEp05vU4iIjIeTpzLvFJFBGRDTTNwixI/z2vM6/HQUREajGXrGEjiojIBqw9JyIiJ2EuWcNGFBGRDRhWRETkJMwlazgmioiIiIiIKAR8EkVEZAPOgkRERE7CXLKGjSgiIhuoGMBLRESkCnPJGjaiiIhs0BZWZmvPFd8MERF1eswlazgmioiIiIiIKAR8EkVEZAPOgkRERE7CXLKGjSgiIhto/93MnktERKQSc8kalvMREdmgvcfP7AYAw4cPR25uLsrLyyP82xARUbRjLlnDJ1FERFFi27ZtSE1NjfRtEBERAejcuRTSk6hnnnkGQ4cORWpqKlJTU1FYWIjXXnvN//NTp05hzpw56NGjB1JSUjBt2jTU1tYGXOPAgQOYNGkSunbtioyMDNx1111obW1V89sQETmVZnGjDjGbiIhMYC5ZElIj6uyzz8YjjzyCHTt2YPv27Rg3bhy+9a1vYdeuXQCAO+64A6+88gpWr16Nd955B4cOHcLUqVP953u9XkyaNAnNzc3YsmULVqxYgYqKCixYsEDtb0VE5DRWSiY4gPeMmE1ERCYwlyxxaZq1md7T09Px2GOP4ZprrkGvXr3wwgsv4JprrgEA7N69GxdeeCEqKysxatQovPbaa7jqqqtw6NAhZGZmAgCWLl2Kn/3sZzhy5AgSEhKk3rO+vh5paWmoq6vrtI8QiSi8VH3PtF9nwPL/hbtrkqlr+L46hf0zH+J3XgiYTUQUi1R8zzCX1DA9sYTX68Uf//hHNDY2orCwEDt27EBLSwuKior8x1xwwQXo27cvKisrAQCVlZUYMmSIP6QAoLi4GPX19f4eQ5GmpibU19cHbERERHrMJiIiskPIjaidO3ciJSUFiYmJ+NGPfoQ1a9YgNzcXNTU1SEhIQPfu3QOOz8zMRE1NDQCgpqYmIKTaf97+s44sWrQIaWlp/i0nJyfU2yYiiigVsyBRx5hNREShYS5ZE3Ij6vzzz0dVVRU++OADzJ49G6Wlpfj444/DcW9+8+fPR11dnX+rrq4O6/sRESnXXkNudqMzYjYREYWIuWRJyFOcJyQk4NxzzwUAFBQUYNu2bXjiiSdw7bXXorm5GcePHw/o8autrUVWVhYAICsrC1u3bg24XvsMSe3HiCQmJiIxMTHUWyUicgxNa9vMnktnxmwiIgoNc8kay4vt+nw+NDU1oaCgAPHx8di0aZP/Z3v27MGBAwdQWFgIACgsLMTOnTtx+PBh/zEbN25EamoqcnNzrd4KERERAGYTERGFV0hPoubPn4+SkhL07dsXJ06cwAsvvIC3334br7/+OtLS0nDTTTehrKwM6enpSE1NxS233ILCwkKMGjUKADBhwgTk5uZi+vTpePTRR1FTU4O7774bc+bMYW8eEcU2K+tqsMfvjJhNREQmMJcsCakRdfjwYcyYMQNffPEF0tLSMHToULz++uu44oorAACPP/443G43pk2bhqamJhQXF+Ppp5/2n+/xePDqq69i9uzZKCwsRHJyMkpLS3H//fer/a2IiBzGykBcDuA9M2YTEVHomEvWWF4nKhK4FgcRhZvqdaL6PrsA7i4m1+M4eQoHfnA/v/McjtlEROGmcp0o5pI1lsdEERERERERdSYhz85HREShY9kEERE5CXPJGj6JIiKyg2ZxAzB8+HDk5uaivLzc5psnIqKYw1yyhE+iiIhs4frvZvZcYNu2bZ229pyIiFRjLlnBJ1FEREREREQh4JMoIiI7cD0OIiJyEuaSJWxEERHZgWFFREROwlyyhI0oIiI7aK62zey5REREKjGXLOGYKCIiIiIiohDwSRQRkQ00rW0zey4REZFKzCVr2IgiIrIDa8+JiMhJmEuWsBFFRGQH1p4TEZGTMJcs4ZgoIiIiIiKiEPBJFBGRDVxa22b2XCIiIpWYS9awEUVEZAfWnhMRkZMwlyxhI4qIyA6sPSciIidhLlnCMVFEREREREQh4JMoIiI7sGyCiIichLlkCRtRRER2YFgREZGTMJcsYSOKiMgODCsiInIS5pIlbEQREdmBA3iJiMhJmEuWcGIJIiIKSXV1NcaMGYPc3FwMHToUq1evDvj5448/jkGDBiE3Nxe33norNI1dlkREFF52ZxOfRBER2SCWFjWMi4vDkiVLkJ+fj5qaGhQUFGDixIlITk7GkSNH8Otf/xq7du1CfHw8Lr/8crz//vsoLCyM9G0TEdFpYimXAPuziY0oIiI7xFDtee/evdG7d28AQFZWFnr27Iljx44hOTkZANDa2opTp04BAFpaWpCRkRGxeyUiog7EUC4B9mcTy/mIiGLM5s2bMXnyZGRnZ8PlcmHt2rWGY8rLy9G/f38kJSVh5MiR2Lp1q6n32rFjB7xeL3JycgAAvXr1wp133om+ffsiOzsbRUVFGDhwoJVfh4iIYkCsZRMbUUREMaaxsRF5eXkoLy8X/nzVqlUoKyvDwoUL8eGHHyIvLw/FxcU4fPiw/5j8/HwMHjzYsB06dMh/zLFjxzBjxgw8++yz/n1ffvklXn31VXz22Wc4ePAgtmzZgs2bN4fvlyUioqgQa9nEcj4iIhu4YKH2/L//v76+PmB/YmIiEhMTDceXlJSgpKSkw+stXrwYs2bNwsyZMwEAS5cuxbp16/Dcc89h3rx5AICqqqoz3lNTUxOmTJmCefPm4ZJLLvHvf+ONN3DuueciPT0dADBp0iS8//77uPzyy4P9mkREZCM7cwmIvWzikygiIju0TyVrdgOQk5ODtLQ0/7Zo0aKQb6O5uRk7duxAUVGRf5/b7UZRUREqKyvlfhVNww033IBx48Zh+vTpAT/LycnBli1bcOrUKXi9Xrz99ts4//zzQ75PIiIKM4fkEhCd2cQnUUREdlAwgLe6uhqpqan+3R319p3J0aNH4fV6kZmZGbA/MzMTu3fvlrrGe++9h1WrVmHo0KH+mvaVK1diyJAhGDVqFCZOnIiLLroIbrcb48ePx9VXXx3yfRIRUZg5JJeA6MwmNqKIiKJEampqQFhFyqWXXgqfz9fhzx966CE89NBDNt4RERFFglNyCbA/m9iIIiKyg0Omku3Zsyc8Hg9qa2sD9tfW1iIrK0vdGxERkbM5JJeA6MwmjokiIrJB+6KGZjcAGD58OHJzczuc2UhGQkICCgoKsGnTJv8+n8+HTZs2cUFcIqJOxCm5BERnNvFJFBGRHRT0+G3btk2qbKKhoQH79u3zv96/fz+qqqqQnp6Ovn37oqysDKWlpRg2bBhGjBiBJUuWoLGx0T8jEhERdQI25hIQe9nERhQRUYzZvn07xo4d639dVlYGACgtLUVFRQWuvfZaHDlyBAsWLEBNTQ3y8/Oxfv16w4BeIiIiVWItm9iIIiKyg42152PGjIGmnfmkuXPnYu7cuSZviIiIop7NY6JiLZs4JoqIyAZOqj0nIiJiLlnDJ1FERHY4bXFCU+citNpzIiKiM2IuWcInUURERERERCHgkygiIjs4aD0OIiIi5pI1bEQREdng9BpyM+cSERGpxFyyhuV8RER20Cxu6NwDeImISDHmkiV8EkVEFCU68wBeIiJyns6cS2xEERHZwULZBGvPiYhIOeaSJWxEERHZgQN4iYjISZhLlkR1I8pXexF8X3kifRuWndSaDPtO+FoCXwv+sJ7wGf/znfAlBbxu1BKMx3i7BD1PdMxXvgTdMUmGYxpbEw37GryB530lOOaUN053TLzhmJOCfU0tgec1tRo/k5ZW45+RVt0+b4txeKBPd4zWYlxLwdVqPM+lO87VajzP3WLYBbf+PK/oGJnrCPa16u6xVXCM7jxPi/EPnejanubA49ytovME+5p9uuv4gh7jajV+KK4mwb7mVt1rwY03NRv3tXx9XKtP8HMrGFadBrMpTvdakBUS2SQ6z3CMIIf0WQUYs0mfS4C6bNLnEiCXTfpcAtRlkz6X2o4Jnk36XALUZZM+l9ruKfh5Mtmkz6W29wueTfrMabuWmmzS51LbPolsagk8Rmk2MZcsiepGFBHJ0a+lZ3JpPfG1wzg9jf7aKu8bbqVXI6II8LiM/8AlIrIDZ+dzAK+mGbZY5nb5DJsqLpdm2NRdXLAp1L5wuJUFxMm52qeSNbsBnXsWJLJfZ8umcIrWbNLnkspsCuu13cZNpXBeG25X4BZGzCVr+CTKAVLcxnKEFN3rDJPXPqmdMOz7SvvSsO+Ez6d7bfyjUe8LLHX4SlCOUe8TlApKlGg06EoyvhKUWjR4jaUWjbp9ja2iEg3jPn2JhqhU8FSLrkRDUGrRLCjb8HoDv1FbWwTlhIISDc1QfiH4ZtaVX7gF5RguiVJBmTIKURmHuFQw+LXFpR2B/4jwSBwjKgsUlnboSwxF5RgtxvILd8vXx3lbTwGHjfcUSZ15FiSyX6SzSZ9LbfsCv3P1uQQAJzRB+aDuOJmydsBcNulzCZDLJn0uAeqySZ9LgFw26XMJUJdNwoxRlE2i95cpdRdnjOA8fX5JlA/qc6ltX/BscjcHvnZaNnXmXGIjihxB5dMo47XD13uqtDfRcHHRtU32SoWzMytqr23z4z7WnhPZwgN1ecJsEl1cYTbZSeUt6q6ltHpEn03BXlvBXLKEjagY51ZYsWmoPTf5F0hpwOluQmUo6a9l9ntLeJ5gn6nri35fVV+wkvet6vqqy0QCsHCZyFFUZZNwTFSEs0mfS4Azs0lI1b/XZbLJ9LUl9im8tqpsEl6H2RTV2IgiIeEXvtlgUtSTF85eO1HomRbWpyf6+1T4ZlH6REkUTE7sEz29htzMuUQkyIEI5xIQJdmkquOuw+szm/TCOaGTKswla9iIIgDqOkOU9eSFsdfO7PVF54Q1hBReXP9lrrLhof9UwvpESfiZmPuzIrpP7bTra+Eo92PoEElT2UkfDdlk9tphzaYwVjuIv4MFb2fm2pLvZ5ad2aTPIuXZxFwyjY0oMk3l0xuPomupvKdw1pSLrq2p6qeK1qc+Yb1vwSDn8L1dBzcB1p4T2SDWsymc9NmkLJeA6H3qE8vZxFyyhNWYnZAbLsMmwwMtYDP9/i7NsEm9v0szbKqmSlc5/azhOh3NC2rq4oGb0iliRdPkmpk2V3Ce6D41lytgkyH8fV0uwWbivkX37jCdeSpZin0qcskJ2aRyGQ9RNpnJKuF5zKaguaQ2m9Tdt5N05lzik6gYl+gyTo8q2peim0O0u2ac0/OE+1TA626CVbMbtZPG83xf6V4bp5at102lm+YRTFsrmn7WE7ivIU6wer3X+PvqV68XTYOuX5letFJ9c7zxr9Ap3cr0zXHGY5rjRVPLBu7zxQefBt0nmio9TtCzFR+4zyec/jVwn1vw7eA2fgTwGaaIFZwncS2fcLpb3T0Jpp8Vnqf7fYXToCcaP7vTp5ttFaxAb4WK2vPOPJUsxRaZbNLnEmDMJn0uAXLZpM+ltn1qskmfS4BcNulzCVCXTfpcAuSySTQNuqps0ucSoC6b9LnUdh3BPt21hBmnKJv0uQTIZZN+GnSV2cRcsoaNKAIAeFy6LzyJv1Rme/zcgtp0j9lacP3sfEqntlVTry7qKRR1JJl6+mXz7HxKy/n0J5q8kLCH0yVxjN1YNkEUEkMuAVGRTcLZ+aI0m0xXZUQ4m5TlkoWLGcdNSRxjN+aSJWxEkTRPhJ8hq6pNB4xrfygdLBzObxZV/wmEQaFodiWFIRS263Tg9EBTHW6cBYlIvUjnUts9hHF2PkV/+cM+JovZFDYyE0OZxVyyJqQxUYsWLcLw4cPRrVs3ZGRkYMqUKdizZ0/AMadOncKcOXPQo0cPpKSkYNq0aaitrQ045sCBA5g0aRK6du2KjIwM3HXXXWhtFTx7pYgxP27KJ9hCr1f3uHyGTeq+BTXtqmrmRddWWZ9uHNpjcpyWovpxcY23mmt3dP1gm/S13YGb7Dgtik7Mps7DTC4BomwylwvhzCazY6lksklW8FyKfDaF89pmckk2O/S5JJtN5FwhNaLeeecdzJkzB++//z42btyIlpYWTJgwAY2Njf5j7rjjDrzyyitYvXo13nnnHRw6dAhTp071/9zr9WLSpElobm7Gli1bsGLFClRUVGDBggXqfiuKOvqAkz7PRJiJiMLLzABjEZWTVnz97P2/m8IQCucXd1gbLCqDOJw0ixt1iNlE4WImm8w2tGR19mxSmSdhbbAwl2JeSOV869evD3hdUVGBjIwM7NixA5dffjnq6urwu9/9Di+88ALGjRsHAFi+fDkuvPBCvP/++xg1ahQ2bNiAjz/+GG+88QYyMzORn5+PBx54AD/72c9w7733IiHBOIiSws/M6vFu0ZeC4C+VvhbcbKCYneFIdJ7ZMVjGawtqyk1+WRoCTOGXrqFePIzXNj1uSnSQxLVlyIybatvnEv9vFVh7HjbMpthkJpcAuWwSj3+KbDaJcsn8tQOvpSyXAGXZJMyKMF47arNJ/6EoDXAwlyywNCaqrq4OAJCeng4A2LFjB1paWlBUVOQ/5oILLkDfvn1RWVmJUaNGobKyEkOGDEFmZqb/mOLiYsyePRu7du3CRRddZHifpqYmNDU1+V/X19dbuW2SkOgy/tHw6f7GeGEsc2lxGWeN8boDj2vxGafIadFNkeMVhKdXM+5rcQfOHNSiCWYSEnxL6Y/TXwcAWt2Bv4vPY7yO6NpeT+B9egXH+HzGYNR0x7k9gmN8+m9u47eYphnPc+k+O8EhgO73Ex0jeDvDF6nwPIl9gv90xmP0vz8An0/QkPUF/10E/wlw+h97/X8Pq1h7bh9mU+zSZ5M+lwC5bNLnEiCXTc2CLyqvbgIMUZ7IZJPoGFXZpM8lQC6bRN+DqrJJn0tt1zHsMpdNgu9MqRwSHaMom/S51NH76bNJ/88xldnEXLLG9DpRPp8Pt99+O775zW9i8ODBAICamhokJCSge/fuAcdmZmaipqbGf8zpIdX+8/afiSxatAhpaWn+LScnx+xtU4xzQzNspq+lqGRCdE/KyijCWcqmcg0R4fWh5r47UU15Z16PQxazicJJtF6hjGjNJtOiNZvCeN+xOg63M+eS6SdRc+bMwT//+U/87W9/U3k/QvPnz0dZWZn/dX19PcMqzGSmlhXNiiQzOFd0jMz0r6JSC7OTROjPU1UyAXRQ/iBBf57oib1xNXnZiwd53dG+CF9b1axEgg5P4T2Fc3Y+FWUTnXk9DlnMptgmsxxHpLNJVS4BKsv51ORS277gx0m9m3SZtczFbLw2JLNJ4toy2RTO2fmYS9aYakTNnTsXr776KjZv3oyzzz7bvz8rKwvNzc04fvx4QI9fbW0tsrKy/Mds3bo14HrtMyS1H6OXmJiIxETjInQUHUKZKMLKOR1RNkWswt4uawN4g11czWWU1pRLXD+sa1A5AWvPw47ZRLJUZoxZzCZzZLJJVS51tM/U9ZlLMSekcj5N0zB37lysWbMGb775JgYMGBDw84KCAsTHx2PTpk3+fXv27MGBAwdQWFgIACgsLMTOnTtx+PBh/zEbN25EamoqcnNzrfwuFGYyU8u6XcZNhtmZjPQz6pmdFUlUomFmqtm2e9JPNQvDJkNY8mcoM5CcLkdX+iA1fblJSqcrF91XkNI96elmw/gZCH8VQQVKKBt1jNnUeckux2EmlwDBTHuCZTyM72Wc7TXS2SSeBj3C2ST4oot0NkkzkU1m7zOcJYbMJWtCehI1Z84cvPDCC/jLX/6Cbt26+evE09LS0KVLF6SlpeGmm25CWVkZ0tPTkZqailtuuQWFhYUYNWoUAGDChAnIzc3F9OnT8eijj6KmpgZ333035syZwx49BzE7K5LctU2WJ4RxsV25c0SlFs7rAVQ9qVzgxaPj2obAcmIPICnDbOo8YjmbVJaVq8omlU+mOns2mS35I+cKqRH1zDPPAADGjBkTsH/58uW44YYbAACPP/443G43pk2bhqamJhQXF+Ppp5/2H+vxePDqq69i9uzZKCwsRHJyMkpLS3H//fdb+03IdrJRZqY+XOl05hLBKApBsyGkv5bpadBFJQSqGgei381wbZMXlw0KictLNYZMfwbGE7XTPhcnjokiMWYTnU4mm8wvuh6d2SR7nU6fTSFUMoR8bVm630/TfSZOGxPVmYXUiNKE8xsHSkpKQnl5+Rln6ejXrx/++te/hvLW5AAe/ReXcECv2QG15oLJ7HnOrEVXdSFRCKm5eFhr0QX7VH0kTpgFyUr5A8smzozZ1HkZcglQ+o87O8f0qswTdU+ilFymg4uru1Q4x9jGcjYxl6yxtE4UdW7i8JKYAUnUk6c7TRRCMjXk4tmNwvdESYaoHMJ0wEnMuKTJfL3LNIZM96KZfD+JS4sbcaK0NPv5usT/WwX2+BFFjNTsfMym8GaTYZ9cS8fObDLb+JLKJhW5JHptBXPJEjaiKOwMX8oK/+Kpe6KkrhbebA25qilpRVQ9LVJasmDrtc9cukdEsUOmg0+YHQ78SlCVTWrHNqm5ltIZWcN2oQ6uxWwisBFFIZAZ0Gu2Fl1mYK7ZQb/C9aUkvqT0IWt28HA415IK55e72h45wbXM3KfJp1yynL5OFBEFkp1ows5sku3cM6wvJXmendkk+7tEPJvMjLEV7LP7KZcMp68T1ZmxEUWOJBsmeipnNzJLWS26kqu0X0wfcCrnSA3jdWJoViQrM9M6YEgXESF6s0np+F1lFwrf+N2wf2nGSDYxl6xhI4pM62g9Dj1TteiiSSsEX7imZzcy8VTL7DSywrpzk2WAxtJoUd150Mt0cPEgr4EOarolagUVBYXsUy4lqeDAJ1HDhw+Hx+PBnDlzMGfOHFV3RhRTZLJJdhIkM9kkO7GEYWyTwgkpVGWTbNWE87JJspRC0Sx7UtkUzt/fLOaSJWxEkVIe0V9u3V/QcNaim50dUCTSPYdKV44P45ewsvFW4by2KODCt9xM2Gzbtg2pqamRvg2iqGPIJsHXayyPk3LimoZOLEc3e32l146ybOrMucRGFEmTffKkJ/UkymSPnOyq73r6QJG5R1FwyQST7FocpoJJ+J/E3ISsMrXh4RwnJXXtKB4TxalkidQLZy6J309iJj7hmlDmsiKc2SQi80RJ7kKinRJPi0Rnmcgm2T8VMjmkKpvMVk2Ec0wUc8kaNqLINI/NFbGm15Iy2dAyX/sevidR5iek0O8w19ASX9zcaXZeO9J15203AQ7gJbKBymyS6wR0fjaZLfkTUZlNxgspyqYoGRNl+7X1mEuWsBFF0jwu3TNmUW24VC26uZ48EeN6GZJPsAyzKUmMrVIYQqZXipc5x3TdtczsSqE/0erwNBMlhtKNIdOfgUv8v1Vh6BBFhJ3ZJByHK7WWlOiJUmSzyezXoMx3vvS1FWWT+NpBXne0T0cqm8xWTYRznSiAuWQBG1EUdm6ZWnSTPXly769uDSg7rxPeBpK6L+Gw1obrXisdE2X3kygiUs7QuQdI/aPQkEsdnMdsMlKaTWG6jumyPNnrK7qO8NrMpqjBRhSZZrYW3fT7mezJk7u2uidKKq9lhnBWJBP/rZSt7dQRM2OiJBlWindAVxtrz4nswWxSd51wTkghXlQ2wmXlYWx8GXMJEf9yZy5Zw0YUKWV2QUPjMeomlhAuoCg1IYSu5M90r525+nGpRXplQ0imwWL6KVfwtw/n1K4yAScutTDuPD3UudguUeywM5tUTXjU8XHBs8nsFOfqFoJXM8FR27UljpF5qwhnk/Dhp0Q26RubXGzXOdiIImmyK8PrKVsnKoxlFWYnkRBR2dgydyE1lxFR+7RId50wPuVyAvb4EakXzlwCwptNctkY6dI9ddUW0bDURlgrMJhLMYeNKDLNI5xnNPh5MmtxyH7h6+vVZb/cpQYH664lLN0zOW2t6V5CiWPEF9O/FpxnemBu8PFWynoOzfYkyo6JcnXwv4koakQ6m0TjqGS+81U+wQpnNomYzibDhRRlk+R1TDe+7MymMDY+yRo2okgpcXhFtrvC7OBd8+9nsvZc0bNx8ZgoMxeS3GeWzQOII45lE0QRY8imCOcSYO+C7ipzSVXJn+nvabsntghjVkUcc8kSNqIo7MzUogsXKxQtRGhYNNfk1OgS56ldbFdNvbp8B53E7Hwmv+ClFs01OUWsqQV5Ja8t7AF0i/+3CiybIHIO2b/eZrPJeB2TU6PHdDZJPnUykU3Ss/OFMZvMj4nSHaNfXUZhNjGXrGEjikwLdy26Kmbfz/SK9qoWxDUrjL1mKsctKZsaPdxPzFRhjx+RLSKdTbLjmOzMpojnEhAV2aRy3G9UlOExlyxhI4qUEk0t6zFMlSY4T/8FLzpG4axI+uPk6tVF9ePhWwhR2CFn6O0zNyZKvM6H/lqiG5DoOQxniYbCa3NMFFHnoc8mQy4BEc8m0TExnU2yjSGZbJK4dtRmUzQ0xjopxQUrRMF5oBk2M8e0HecL2ETcLp9hk2HmnLbztIAt3OfpuVzGzdyFNONmkuYybtBvDry2UprFDcDw4cORm5uL8vJym2+eiADZ/PKZyiZZ5vJMM5UxZs8TUZJLgDibTGZV0OxQmE0qr60Mc8kSPoki04RPnUx+K6hae0N6Vj/dtUzXq5usOzc7c5IheCQ/bqlFDiVSTdkaHqKdMnXnEpcRnie5yOHp56keBKyi9nzbtm1ITU1Vd1NEMchsNnXUIAp6nqJsEjWIYjmbhJMgKcom4RxXZkv1FGWTeNxU8GySGX9lFnPJGjaiKOzMNKxkyiMAZ64Ub772PPTzhOcIr6MmhEwL53gvpffpEv9vFVh7TuQYZjv8zE70IL4H58/Op2z9QsBcWZ7wOpbvpONrOTL3whjOzCVL2Igi0zwuQTWoxF8qt+Dvv0diulmVK8Xrexzleu0E9erC2ZS0oMeYnQHJ7PpSti5yKHltVbP6CZl4yhVuLk2Dy+S0ymbPIyJ5kc4m0ZMwldkkc4yqbDI7Jkrmu1rmqzucM/EJryVzUyZ/33BiLlnDRhQpJSqjCCepUgeTPWkyMyxZqQ9XcS2ln7bEormmrmPlWobrSO4zyZHreBBRSEQdfG4b/3JLL7URxmwyvJfds82K9qmaS7uTZRNzybnYiKKw08eZzPSswlmKJHo9zJYBStW0hzAQN9h5MutzmO8lFO07c421+EIW9umY7slT1HMou05UWLFsgsgxRLNqRTqbhGOiFM2yJ5tDUk++FGWTeExU0MvIZYWqKoZQ9umYWUtK9trKMJcsYSOKHEFmGlkRVYsciqisfTeep+bbR229uprLqFxnQ9ViuzLXNlzMgRNLEJG9zGST/DpRzs8msxkTLdlkdr1CW7MpjOX4zCVr2Igi00QLGnoEj0EMA3ilaszt/dspU+rghMV3zZdD6HeomXwCUFcNEfOLHLLHj8gWUtlk8u8Us0nMVDYJv5edNzGSsmyK9FMnEeaSJWxEke3UllHoy/KM1xGdJ/N+0bDIoSi4lC1yKDvLn0y9ehgniAjXgF7WoRPFLlGHn6gsz1Q2CU6RySbZxpCZbAplPalg7yXu4NO/jnA2yY5/ioJsCucU52QNG1HkSMKQCGOvh1zdeXRMlS5iqldO+OVurpdQRFXPoeiOnBgyLJsgin4y2SQ7NldGLGeT2mU09PekJpeA8FZbRBpzyRo2okgpURmFfsY+j+iLRKbOXKqsQXIacl3oROsih8Ivd4nGj9wih3K9dsoWOTTRI9fRaTLnBV3kUHXgsWyCKGL02SRckDfC2aRyfSnjtU1OjGTy6Zh0NukPkckmRQvDi46TyRPRPmHGSFxGKpsMv7/gQmYxlyxhI4ocQR9CsgNuZdeFUiEaFt+1cp5eWMcomb1YmGvKw1nOxx4/ouhjZryRylwyWx4ud+0IZ5OiheHbrm3qlsI7flbRtcNZzsdcsoaNKFJK2LunfxJl80rx4jFRwWvRVS1yKLMgL2AMGKlp0CW/xYzhJTpI5kLBD1H7tCj06wj3OXFALxHZxlARIZFVIuInSmqySXRtVdkkm0P6fbKLvpvJJqmF4TvaZ+IYsxURUtmkcGwusyl6sBFFjmBYKV6yh8PsFLFmyE5ba2evoHDwrql3F5xodvxTOMdShempk/D6LOcj6vTMZJOduQSEd2F4lU+roiObTN6lwsaQnVOcM5esYSOKwk70dCoYUe+bsERCd5hsL6FxBqLgvYQy1xExPxOfuXFT4lmRgh9j2KOw18x0T56Jp1WifbJPx8I9Ox/LH4iim1Q2iWbnk8gmcVbEbjbJLuNhKpskv7+lskJR7snml6HdHsZyPoC5ZAUbUaSUxyWYwNwwc5HgPLPrXJg8z+ykETLsnClJ3bpRgNwwWMFZZsoaJJldCNHACSUTmia1RlqH5xKRafpscgv+Jaoqm8KZS2bZPYNfpLMpnLPsia5vegxxpLOJuWQJG1HkSKIvbo9oDQ99TblwLQ6ZmZPM9dqJeyWDP+WS6QGUWZ9DtifPzPoc4t43iTIKletzmB3bpKI+nXXpRKQjm02GYxRmk8zMe4bJmiSfcsnkkKpskm5omcom0Q1IZJPs976ZbFJ1bWaTY7ARRUrJrBQvGrwrWuTQ3Purm9UvptbnUPW0SGFNubKePNG1g7xXJHAWJCLnEC22qyqbZErPpc8zeVzUZJOOuln2FI3DhbpsEt1RpLOJuWQNG1HkSLIzEkn1AJqcOcnMdQB71+eQXU3eeFDwp1XGdaMAce9e4EvTZRQme/Kk3k96LJVL+L+V4ABeoogRdfCZIZNNolwSdfDZmU2RXtMQkPteVpZNJrPC9JgomXG/gsvInKfPIqXZxFyyhI0osp2ZiSZkyfbkyYWAmvU5zIaX2bI8melnpZgcBCsS1vp0lX+cwljO5/K1bWbPJaLoJfX0SHph28iuHWW6ZFzBOW0nGneZHT8bzjG9ysrwwljOx1yyRk3XDNEZuHX/J+Jx6TZogs1n2Ny6Tfj+Lp9h8+g3wbX17+92GTePYNO/l/gz0YJu4t8l8P1dgk3Epd9E5+kPEl5IE2wS50ldy3ijmsQmOs/0RlKqq6sxZswY5ObmYujQoVi9erX/Z7/85S8xaNAgDB48GM8//3wE75KoY/pcavs/l2Ezk036XJLNJhGz2RTsvdwun1QOqcwmwzEIZzYJLi5DJuPsziaSZnc28UkUxRS71+eQYbqcz2QvnarV5E3XaovOc2APXLDpZpXXqsdQ2URcXByWLFmC/Px81NTUoKCgABMnTsS//vUvvPDCC9ixYwc0TcPYsWNx1VVXoXv37pG+ZaKIkskm2UoKqfczWbUgg9kkOC+M2RTWKc5jKJcA+7MpqhtRJ7VmxGtfP9no4kqM4N1QR8ysFG9Y4BBys/OFc30OUcCZXYPKbC26YVV4wS8sU2oht+6FuVn2ZEv3zEwsoXSdqGCfgeJGVCwN4O3duzd69+4NAMjKykLPnj1x7NgxfPLJJygsLERSUhIAIC8vD+vXr8d1110Xydu1HbPJ+URl5aqySXZiCX02ya73ZCabZNegMj87X+jZJLOmoVj4ZtlTtZaTaJ/0tYM10BRmUyzlEmB/NkV1OV+L5gvYiGRLD/REJRNmr60vtZC+9yDlGCIul3GTO0+uDFDuYrrSB9PXEWwqrxXpEon29TjMbiHYvHkzJk+ejOzsbLhcLqxdu9ZwTHl5Ofr374+kpCSMHDkSW7duNfVr7dixA16vFzk5ORg8eDDefvttHD9+HF9++SXefvttHDx40NR1oxmzifQinU2iMkSp+5YoFRRRmk2KyvKEJXdS1xJsZjixfM/GXAJiL5ui+klUK3xoifRNUMhEPYD61rzs7Hxy08aa+4e92bWjZJgdGCw36Fe0z8R9yj69kbqW5FOtoNeR3GdWGJ9E2amxsRF5eXm48cYbMXXqVMPPV61ahbKyMixduhQjR47EkiVLUFxcjD179iAjIwMAkJ+fj9bWVsO5GzZsQHZ2NgDg2LFjmDFjBpYtWwYAyM3Nxa233opx48YhLS0No0aNgsfjCeNv6kzMpuikLJskv247WzbpqZxYQlk2mb1QOLMpjE+i7BZr2RTVjahGnw/u0/6+p7qMH2q8K6p/xZigXyleZR2tcUFBQS+doCdYH16q1o0CRKUWcoFjZqa/UHoFA3cEP0YUcMKpZQ0nis4zvqHM1LJSMyfJlFEITrN7TJSKson6+vqA/YmJiUhMNJaKlZSUoKSkpMPrLV68GLNmzcLMmTMBAEuXLsW6devw3HPPYd68eQCAqqqqM95TU1MTpkyZgnnz5uGSSy7x7//hD3+IH/7whwCAm2++Geedd17Q3y/WBMsm5lLkGXIJUJZN4kXYg2eTeEHe8K1pKJNN0mN6JbJJZkFeZdkk7E0Mnk0ypeeifcK4kMk4wWl2jomyM5eA2MumqC7na4ULLadtrfAaNnIej8sVdHMDhk1UjmCmzAAwlkiImJ05yXAdk7MbyZRRyMyAJP25mCzLk5qRSOr9JTaznFBGoVncAOTk5CAtLc2/LVq0KOTbaG5uxo4dO1BUVOTf53a7UVRUhMrKSrlfRdNwww03YNy4cZg+fXrAzw4fPgwA2LNnD7Zu3Yri4uKQ7zHaBcsmciZV2WT6/SXyBDCXTcLrmCwxVJVN0kxkk/RseWapyhPmkl80ZlNUd4cNiEtGalznKxWJNvppzUWDrPX7ephs3rdoxiKaBq3RsO8rLfAfMid8xjds1OJ1xxjv+4Svi/E83XEnvEmC84z7vvIGntfgNb6ffl9jq/GYU954w76vWuPP+BoATun2Nbca/241tRq/MppbAve1tho/S2+L8Vpeb+BxWovgaVWLW/dacIxXUILTon8tOM/44DrgPG+T8edWqOjxq66uRmpqqn9/R719Z3L06FF4vV5kZmYG7M/MzMTu3bulrvHee+9h1apVGDp0qL+mfeXKlRgyZAi+9a1voa6uDsnJyVi+fDni4qI6ZkxhNjmfaLmNSGeTPpcAddmkzyVALpsaBMd85U0w7DOTTaIcUpVN+lwC5LJJn0uAumzS51LbvuDZpD9PZTY5JZeA6Mymzpdu1OmIZlwyHmOyftzklOpWeisD3l/hlLiWJpcIuI7ctaXeLZy14MFKSRxYd56amhoQVpFy6aWXwucT/9mT7TEk6uxkssksVdkk+3TK8P5Rmk3S72RnNjl8TJRTcgmwP5vYiKKYIlvnLtew0tWrhzCbUuA9yYWJ/jhRuYNxDJiopl3NtLWyjSGpgBN+3KEP6A3n9On649SvE2VuNiP/uYr07NkTHo8HtbW1Aftra2uRlZWl7H2I6Gsy2SSeYl2UA6Fnk6ikz+x4K1XZJDs22Ew2STe8DNeSGPcrIJNNqqZPV7tOlDNyCYjObIrqMVFEMkSr0BuOcRk3GR6Xz7BJ3ZNg9Xgz55lletyUgKj23cz06cIpcU2O0zJeXLDZTDDjbkgbAAwfPhy5ubkoLy83fR8JCQkoKCjApk2b/Pt8Ph82bdqEwsJCq78mEUkKlkuAumySvieTGeO0bJLJJWaTc3IJiM5s4pMoiimiOnfxccEZyxoEPXnCxRH1CygG70kUnSezwr3o2jI9ecJjTMyuJNwn+bRIKiwM1xb1EorOC9xpapFD5U+iYH72r/+et23bNqmyiYaGBuzbt8//ev/+/aiqqkJ6ejr69u2LsrIylJaWYtiwYRgxYgSWLFmCxsZG/4xIRKSWTDbJ9mrLZJPh2sIFeYNnk3BWP0XZJP0kysaZ/0KaECLgtUQ2CW7K1Ky0Sp9EwbZcAmIvm9iIopjnEdZ76Y5ROe+64f3N9cqpWovDynnhug4gqEUXXltdiV9nsn37dowdO9b/uqysDABQWlqKiooKXHvttThy5AgWLFiAmpoa5OfnY/369YYBvUQUPoZsEpaem/vOlWnoRDqbVOaJqmtJL+1hIps6ey4BsZdNbERRp2QMr+ChIF7nQ+4pU7Brt50nUddu6MmT61009OQJjpGpKRftM9ari3rkJOrMzfTIdcDs+lLhLKVQMQuSrDFjxkALUq8+d+5czJ0719wNEZFy4g4/Ndkkk0vCa8uOBTaRTTJZBZjLpo6mXTfu1O+TG0BrJpukO/xsnEjCzlwCYi+b2IiimGd22tqTWuA8oid8pwzHnNCM+77yNQS8rhdNLasZp401To1unD7dMP1snMnpZwXTpze2Bp4nM1U6AJzU7TvVYjymSTAlbYtuX6vgmFbd9LO+FsH0sxJT0orOc7cKppY9bSpZn0fx00mf1raZPRdttecejwdz5szBnDlzFN4cEdlNn0OirFKVTfpcAuSySTw1uppsEi3joSqb9LkEyGWTPpcAddkkmipdJptcuinOlWYTc8kSNqKIOqCvYRf1Enq04DMXiXoJRefJzOonU68uNSbK5np1j9u4z9CGMVuvLvWUy8RYqigeE0VEsctMNgm/lyWzSeo8E9kkkyfS55nIOCDMY6n07yccVGxiLFUUj4mKNWxEEVlgdnpL82tvmCu1MF5HrgxQhumpZaUuHvzamkyiOGFiCSIim6jKpnCXARqvoyabzJajy7+BfdkU1oklyBI2oog6oJ9yVjQFrUfwZeYx1KJL9gAaetLM9fZJXdtsT57JXkKZ8BKd5zP05BkOCdtYKtXrRLXPimv2XCIiwFw26XMJkMsm4XpPirJJvJaUmmySraQwO5bKsE8im8xOghTOdaKYS9awEUXUgXhX4F+PrpK9YV6XN/C1u8V4kKBzz6tbjNErWBDEp+tf9Ar6G32acZ9Xt88r+Bb26VLXJzpG8LWp3yc8T7BP04Kfp//E9ee0nWfYJThRUK8e5D+npnpMlIMWNSSi6GUmm/S5BIizyesL/I7V51LbeWqySZ9LbfvUZJMwqySySZwxwfNLE5RBGrJJmFURzibmkiUhP/HdvHkzJk+ejOzsbLhcLqxduzbg55qmYcGCBejduze6dOmCoqIi7N27N+CYY8eO4frrr0dqaiq6d++Om266CQ0NxkGPRE4is2iviAeaYZM6z6UZNjd8AZss46LAxmvLcEMLusnSL3poepFFV/BNE2x2C3URQ/0GqFvUMNYwl6gzU5lNMlmlKptEi9VHOptEC/KKssnMor1OzCbmkjUhP4lqbGxEXl4ebrzxRkydOtXw80cffRRPPvkkVqxYgQEDBuCee+5BcXExPv74YyQltc3Wcv311+OLL77Axo0b0dLSgpkzZ+IHP/gBXnjhBeu/EVGYeAQ9ch7BN55MGYXMIF+3aPIJQ9258Zh4QY+jcWrZ4IN+49yC6/iMXxkyZXket+D9dDMXCUsm9K8lSy0M/1lkJp+IAp15AO+ZMJeoM5PJJpnSc0B2+nQ12SQuy1OTTbLlfPps0ucSYCGbdBMqCefsiIFs6sy5FHIjqqSkBCUlJcKfaZqGJUuW4O6778a3vvUtAMDvf/97ZGZmYu3atbjuuuvwySefYP369di2bRuGDRsGAHjqqacwceJE/PKXv0R2draFX4fIXsJadIleQFHASK0TJTGDnwyz61TJXMvsQF2ZBpLpbJEcSxWwz4Gz85EYc4kokD6bZHKp7ThdxshWTjgsm1QuVh/xbArnxBLMJUuUjonav38/ampqUFRU5N+XlpaGkSNHorKyEtdddx0qKyvRvXt3f1ABQFFREdxuNz744AN8+9vfNly3qakJTU1fr4tQX1+v8raJpOinlQXEU8vqZ/MWlI+LewAlQkg/WFc80YOgB9DdGnht4ROl4IN+xT2AgetlyPcA6kJIkLlSM/9JTC3rkpxaVjvtOOUTS2gaXCZryM2eR+HLJYDZRM4gk02CVSakskk4iYSibNLnEqAum/S51Had4NkkjArhPhPZJGyMBc8mTXeM0oklmEuWKG1E1dTUAAAyMzMD9mdmZvp/VlNTg4yMjMCbiItDenq6/xi9RYsW4b777lN5q0Rhow8vmXU32s7TBYWi9TpkycyAZOY6Vq4lM7Wr2h5ATfy/VfBBOKGI9LlkSrhyCWA2UfSQXefQeF741pKSZWc2yT6tsjWbDDMBKswm5pIlUTE73/z581FWVuZ/XV9fj5ycnAjeEVEbUQ+gcfpZwXmiJzOGHkBRWYO+t09usV19OUS84ImS4f0l1+uIk+iBlCmHEI2b0s8MJe7tC35tTdANq+/dazvv9BfGtyI6HbOJnEqfTaLSc5lsEldNqMkmUZmeqmzS55LoGEDuiZLcE6zg2SQcvyuRTVwnyrmUNqKysrIAALW1tejdu7d/f21tLfLz8/3HHD58OOC81tZWHDt2zH++XmJiIhITE1XeKpESMrMgyQ7oNZ4XfPCu8DxheIXeZaSyplzVtYQPj2RL/EJ9AweW8w0fPhwejwdz5szBnDlzVN5ezApXLgHMJnKuaMgmM7nUdl74skl2nSjDMaJ9hidIodzZGc5zWDlfZ84lpY2oAQMGICsrC5s2bfKHU319PT744APMnj0bAFBYWIjjx49jx44dKCgoAAC8+eab8Pl8GDlypMrbIQo7qVmRhJNPSMyKJDVuStAjKCyjCP6UK043c5JH8PUg7AE0zJwkOEawmJNhkUPRZ6K7lkvwecvUqwtryEWDBE6/mAMnlujMsyCZxVyizkifTcKZZCWySaZqAjCXTcIcVJRNovuWySbhkyhF2SQ1kyxgzCbDhQTnmMVcsiTkRlRDQwP27dvnf71//35UVVUhPT0dffv2xe23344HH3wQ5513nn8q2ezsbEyZMgUAcOGFF+LKK6/ErFmzsHTpUrS0tGDu3Lm47rrrOAMSxQSZHkDxgN7Q68xla8yNA3ODnydecV5uIgvjMeYG9MqQexIlSokgA3pVj4niooZhw1wiOjPZtaP02WR6TK9ENokzxtzTKX02qXzKpSybhNeRyKZwjoliLlkSciNq+/btGDt2rP91ez14aWkpKioq8NOf/hSNjY34wQ9+gOPHj+PSSy/F+vXr/WtxAMAf/vAHzJ07F+PHj4fb7ca0adPw5JNPKvh1iOxldlYkUQ+cYdySSzBzkaZfC0NunSiZMgrjMZI9ciafRMkM6NXP4OcWfJhe4ax++h2CY+x+EkVhw1wiCqTPJpmZZAFjDgnHLSnKJtnSc/1xZteJEmWTfl+LV65UUP9xymSTsDEmk03hfBJFloTciBozZgy0M7Q+XS4X7r//ftx///0dHpOens4FDClmyYSXqAfH8EUt+Gumb3jIP4kKHowyNeWyk03IkJoi1sR12nZKDOi1OYlOX+HdzLnUMeYS0ZnJLtGhzyZhLijKJtk1ocxkk6pc6mifzD0Zn0TJXdvObGIuWRMVs/MRRRPj7HzGL8R4iQG9wqdVEutlmH4SpV/DQ3CdJpeoFl1mvFXwsVQyA3qFM/jJrDAvrDs37jp9piTRrEmWsGyCiCJEPDtf8GwSjX8ym02GcVOyT6JMZJNsJYVhdlnJBpOZbJKeBEmXTfosUppNzCVL2IgiCjP5leJD7wEUTSNr5r3arhX8C1HcSxg8hERkpoiVuSdxz2HwY+z++nf5xAsKy55LRKSSTDZJPxmSyCa5GfzUZJPMJEgisrPzmckmmUmQAHuziblkDRtRRIrF63rEmjRj/Xi8qFdQYkBvPHQ15ZILGup77sz39gUPRlG9epxbsHq8L3ijUabuXKr8ItjCuu27TvuPIJhsKeI681SyRGSePpcAuWySnQTJTDaJMkZVNslOgqQfEyUcv6som6SfROnP0/1HcFo2deZcYiOKKMzEdeeC4yQG9BrPMbcmlNnzZEskZMiUAcrVnYt2ShwjvJgm/t8qKCib6MxTyRKRWjLZJDMJkvDaEc4ms3lidkIlEakJjmSyyeGz83XmXGIjiijMZAf0uiUG9CboeuBOCevVRU+iAnsc3a54wXmB15JZOb7tWrqZk0S9fRITUoh66fR15sK6c+H6HPqePON5+t49ANB8zl4niohIFbnZZeUaEGaySTTLn6psEj51ktgnajCpyiaZSZAA4+x8AbkEOG6dqM6MjSiiMJMd0KtfPd7OleMByd4+4Xkme/ckJpYwvr9kOV/QK3XA1cH/VkDFyvBERKrIZJM+l4DoyCazY3NlJ5Ywvr9EOZ/gPKlZaSWeaJnFXLKGjSiiCFA2oFfwHSYzoFdcrx68HEJEZkCviJnZ+URkxkQ5cUAvEZHT2JlNMo0q0fupmgRJltlskjlHJpuYS87FRhRRmIVzQK9+MC8gbiAZyvlgLJnQB0y8W3CPPsHvIjGgV7w4YuBkEzI9gPrFdwHxDEEyA3qFg3MdPiaKiEgVmWySmQQJMJdNonI+mckmZLJJZhIkwJhNMpMgtd1T8GzSTzYhuwaVIZscPiaqM2MjiigCVA3oFT5REsycZHx/uVn99KTK8iT7zaTKKCSuJTNzkmz5w+mBZnbx3w5pgMkZ6dkVSUS2MGST4LsnGrJJZZ6oupbMJEgiqhamF2IuWcJGFFEEiAb0xuu6n9yasUcuXv/URzToV/DNZhj0KzG2Sbhor9kpzn3BJ5YQDfqVGbzr8gkGR+uOE00+4RNcCy5jL6QqrD0nIqfTZ5M+lwB12aTPJUBdNslWROizSTgTn6jRaCKbZBtohmxiLjlWVDei6n2ngNP+kKa6u0TwbojkiQb06okG9BoWNBTNGiSaCU8LHjD63j7ZRQ9lFvxVtfBhOBfk1R+n/EmUAp15PY5owmyiaGVnNulzqe0YNdkkuxC9zGLxMvtkskk2U4ItFu+0bOrMuRTVjajPWl1Iaf36T9uF8S2GYxIF02USRZpH0LsXrwXuE09VriuZkFj0sO399CGkZkFe0XmiXsJmQe29mVp0YTCHqRZd+YKGGizUnrf9v868Hkc0CZZNzCVyKn026XMJUJdNdi8WL5NNKheL12eTaEFet+AJlk83pbk+i5RmE3PJkqhuRB3zdkWT9+s/3HWeOsMxGR6GFTmP3PocxvPMLMjbdpy+ty14CMlONWtnLbrZ8VZma9GV4gDeTiNYNjGXyKn02SRe09B4XjgXizeTTeEc2yTap2z8LmBvNjGXLInqRtSnLZno0vz1r5DqPmU4pqsrcF+KOyns90VkhpladH0dOtBBnbnuy06mFl22Jy+ctej6cVKiunOZWnTZRXpPr0UXLdBriQ/mw1HxrVB4BcsmfS4BzCZyJpnxu4C5bBItyCuTTaLGiD6bZNepMlRESIzfBcxlk8z4XcCYTfoxUkqziblkSVQ3oo63dsWp1q979P7jSzYcU6f9J+B1ChhU5EymatEFHUEqa9ENx5isRZdZs8Psor3hGicl7CEkkhAsm/S5BDCbyJlkcgkwl00y43fbjtM/5TK3zqFMNqkavwsYM0a2kiLYOofMJueI6kbUv77qiQR3gv91mucrwzHdXPoeQOMxZ7m7qr85ohDJ1KLHG54WCRpMJmvR9Wt2yKzXARjX7JBZS6rt+oH7ZGrRRet1iGb1a5WoRRePiTptn6hmxQLOgtR5BMsmfS4BzCZyJpnxu4CxYSOTTWbXOVS1lhRgzCbREzRV2aTPJUAum1z6YxRmE3PJmqhuRNW1dEV889dBdaw1xXDMcV9gCJ3wNRqOOUv1AHIiE2Rq0c2sJdV2Lf30s8EH9MoO+jX25MnVohuOET6tCn5tmUkjZGvRw7tOFGvPO4tg2aTPJYDZRM4kM34XMP67PtJrSYmrHyKbTcKqCYlsCu86UcwlK6K6EfXvE2nweBP9r1Pjjb17aXGBvXvd3YKnVbp97P0jJ5CpRRf15Il60vRrdojHNgU/RqoHUPI8Qy26oHdTX58ueuoknhVJokEoqkX3fn0PyismGFadRrBs0ucSwGyi6BHOdQ5FWaEfJ9UikTHCqgmJ84RPnRRlk3DclEQ2nZ5LgOJsYi5ZEtWNqMaTCfC4vg6q483GtTi+bA2sRRf1ANbpegDZ+0dOIKpF98iMm5LoNRMvhBh8BiRxD6BEnbtw7Q+ZOnNVa3gYrx3sCZbT1uKg6BEsm/S5BDCbKHrIZJNoLSl97ghzQSKbRIwz+AWvyBDdg+yMt2ayyUxFhMxripyobkSdqkuCu/nrwbj/7pJmOKZ7wsmA12fFGUsm9DMndXMbj+nhNoYeUTjFC9ZWatU9eYrXjN/Aolr0BE3fk2esF0/Q7TslWMtG3JMXeJ5bcN8yT6LiBbMitRrGTYnq1Y37WrwSPYBuwQxTp9WkCDofrWGPX6cRLJv0uQQwmyh6qMomfS4Bctmkz5y2fZ6gx8hkk+hJlKps0ucSIJdN+nFTSrOJuWRJVDei3F954Na+/ovTeDLRcIxMD2C9L3BWpBO+E4ZjerAHkBxIXJsu8bRGNHOSYZ0P0VSv5nryZKablVqDSmJ2QEB2TNSZPydNdW+fgqlkO/PK8NEkWDbJVE0AojG9zCaKDjLZJByPpCibZKsfZJboUJVN8mOizvw5Kc0m5pIlUd2ISjjmhifp6wQ52dU4RayZHkDRelPsASQniIOut02y5C5BPyuSxBoeMrXpbfuCz5wkfBJleD/RLHsS9eqC1eT1PYBeySndT189XlO8TpSKWZA688rw0SRYNslUTQDGbBKPmwo8hrlEkWAmm/S5BKjLJn0udXSe4UmU8Bg12SR6WiWTTW7deSqziblkTVQ3ouK+Ajyn/bl1nTT+Y+qrUwkBr+tbjA2tutbA3j79kymAPYDkDPrpZt2CkgnRuCm3bpdoBiTDmChh71vwhQjFvXbBZ1OSu7a5MVEysysBXCeK1AiWTfpcAtRlE3OJIsFMNulzCVCXTeLv/ODnCZ9yKcom4TES2cR1opwruhtRJwODynPS+Cer6VTguI7jTcYQ+lIXVMe9oulnBesLaC0BrxMFY0iIVJKZBl20hIRh8gdF06ALz5NebFcmhGSCUSaEHFDOx9rzTiNYNulzCVCXTfpcAphNFH5msimal+gwk02qluhQmk3MJUuiuhGVXONFXPzXSdWSbHwS1dg1sMevtks3wzEHktIDXp8lmn5WsJBvmvtIwOu+cQwqspe+hALooGRBP+hXNP2rYbFEubI8/T6V57W69OUQgpIJwaDfBN1xrYJJJIJONyv4jCzxaYDZ8BMs5EjOFSyb9LkEqMsmfS4BzCayn0w2yS7RYSabwp1fZrJJn0uAXDYZGoQqs4m5ZElUN6ISTrQiLu7rutf4r4x/aT0nA/+ANgnKKPQ9gPVe46BfYQ+gFvh+7AEku4lWk/dIlFGIewDNTREr0wMoLOeTmiJW0aBfE4sccp0oMitYNulzCVCXTXUSVRMAs4nCSyabRKXnqrJJdokOY8bILdFhJptULdHBdaKcI6obUYmfH0Oc++tZj5LTMg3HtKQE7wGs6RI4IO7zRLnpZ3vENQS87ub6j+EY9gBSOMksegiIevJkevsEA3M1Ue9i4HGJLuM/2JolppZNchvPa9W9X5xPMKBY1Lvn050n0YgDgPjTarBcHuN1rbEQVpJrl5AzBMsmfS4Bctm0P9E46ZE+m/S5BABpbmYT2UtusXi5iSXMZJPoGJlsEj11UpVN+lwC5LIpXpdFarOJuWRFVDeitGPHobm+Dp6EEz0Nx8RJ9ACe0o+bahbVpgumn/UG7jsRd9xwTIsmmiEmqj92cjhReOkXR4yXWAhRFGYyU5WLeuRkBuuKp4gN/WmV6DjRecL1pU4rT+CChmRWsGzS5xIgl031zcZlPAwLynuNWSWTTcwlCjd9NokW7ZXJJrNTlctkk8wkEm37Qs8m2SdRhvWlfPonU8wmp4jqb01vXT1cp5UkJO0/ZjgmOS0j4HVLsjGovuoaGEz63j8A6J5g7AHsER84K1J3j/FplfjplLH2nUgVUZlOi6avRRf1AAZ+MYsWQhTVsCe5mgNeN7vkxmkl6XoFWwRTlcfrSpMS3cZOCWHvnq4HMMFj/HvfKlixMC6cY6JYNtFpBMsmfS4B6rJJn0uAXDYxlyjc9NmkzyVALpuSBE+ZmnVPhvS5BMhlkz6XAHXZJBo3JZNNhqdVKrOJuWRJVDei9LSjxkZUQn3gwNz4r4wlE25dD+BJwcxJ9S2CHsAW3ZOoBGO9+ldxxr8g7AEku+lnShLWomvBe82E9eKGXkJRCIpWjw/8eybqXYzXhY6+R7LtOsb304eOmUV6lff2+TSYLn/gAN6ops8mfS4B6rJJn0uAOJtOxAX+A49VE2Q30Qx+qrJJtOi8TDbpc6ntPDXZJCrdM7NIr9JsYi5ZEtXfkGv+bydSuxl7CAK9Y8u9dIwLH1LkdXElnvE1YGV9GX3vmrHXW7wv0EmtybDvhC+wV/CE4DtbtPzACd16Oo2a8R+oJwSD9E8/72RDK/7W4d2aoPnaNrPnUtQInk2RziUAME6WRGQnUQ6pyybRuKHIZpM+lwC5bNKfpzSbmEuWRHUjiohih2gsl+EJmuQK9/reRY9m/KoLVvsu6iEkIqLORVU2iSoyZLLJsLAvs8kx2IgiIkeQGcvVIihjaBGEl75mvkVUQy+sff/6K9EnGMdlCWvPiYiijqpsEo3lksmm03MJUJxNzCVL2IgiIsfS9/bpV7wHjIOOAWN9un4mpbZrn/kJlmgyDEtYe05EFBPMZJNw3JRENumfYCnNJuaSJWxEEZFjGWZzEjR8fILa9xZdyDQLZk5q8RmfRHlPW8eET6KIiEjETDbpcwmQyyavbn0tPolyDtNDyYmIws2t+794l3FzA8bNFbglwGvY4gWbx+UL2Jxm+PDhyM3NRXl5eaRvhYio0zKVTS5z2aTPJadlU2fOJT6JIqKoIaxNl+gBFPXcBesB9Cp/EgULPX5t/2/btm1ITTWuFURERJEjk02iqgmZbDI+mVL5JArMJQuiuhH1+ldJ6Or5ehrZCV0aDMdwnQui2CGaJSneZdzn1g36dRuXHgm6mLBo0UdLWDbRaQTLJuYSUWyRySZ9LgFy2aRf5F5pNjGXLInqb/J1X+YhoeXrOfZbzvrIcExRl8BV2VPcxnn6iSh6xSH4KvTxwvAyBkDCaeeJnnBZ4vMBZsPP56zyDTqzYNmkzyWA2UQUa/TZJJoQQiabElz6sVUK84C5ZElUN6Le3TIY7qSvg6dyYH/DMRvO/jTgdclZOw3HjE0KXE2eYUYUPUS9+kn6cj7B1Ek+n6i04utuwVaH1Z1T9AiWTfpcAphNRLFGn036XALkssmnmwmQ2eQcUd2I6vYvFzwJX//hqovrZjim0tM/4LVwYU5dL+HopBOGY0SraBORM+l7AN2C8IoXlFGc/v0g+q6whGUTnUawbNLnEsBsIop1oqoJmWwyLtrLcj6niOpGVI/ntiHutMF83YsuNhxzJC894PXL3zAOfvt7/z4Brysz9xqOmdDN2Ev4zSRObkjkRPoewK6CdTB8gn3e08LJy0YUmRQsm/S5BKjLJuYSkTOJqiZkskmfRUqziblkSVQ3oqAF1nImbttnOOSsLt8IeO1NNP7K/07oEfB6a3yz4ZhunlOGfcnuXQGv8xNYakHkRPEuwbgpzfiPzYTTatETXIJHVVZwUcPOI0g26XMJUJdN+lwCmE1ETiWTTQmGMVIKs4m5ZEl0N6J0vMePG/Ylvbw14HW/f51vOOboiMBewX0X9DUc8/k5xp7DnX0CewmL0j82HDOu637Dvj4eY9khEYWPaOakLoIpaU/XqroRRZ2WPpv0uQSoyyZ9LgFy2cRcIrIfsym6xVQjSob3n3sM+87qlhfwurVLsuGYukTjvp2JvQNed4s3Pq3q5j5p2Ne1y5HA93d3Fd8sEYWNqLSi9fQpzhXnlKb5oGnmyjDMnkfRQ1U26XMJkMsmfS4BzCaiSNBnU6t+inOF2cRcsqbTNaKEKgMH7/b+V4bhkORvDjDs+8/RwB7Avw40Btyn/Xoa9u3p9X8Br8clf2I4ZnjimXsiiEi90wfptyhfbFczX/7A2vPOyUQ26XMJkMsmfS4BzCYiJ9BPHqM0m5hLlrARJdBae9iwL3WXcdBvS3KvgNfeJOMsSZ8mGRtRKbq69jSP8WlVN3dgoF0QbwxBIooimoXac4YVQS6b9LkEyGWTPpcAZhNRzGMuWcJGlKTWPcZJK9J0+1LGFhiOOXLEGDA7zjsn4PVn/c8yHLMnKyvg9bg0Y4/gpUlHDftYfkFE1Hnos0mfS4BcNulzCVCXTcwlIopFbEQplPB34wKKZ6UIZmFKCvzY/5OUZjjm7wlnB7xO8TQZjhGNtypMDOxNTAwyQJGIbOLzAWanpmXtOVkgk036XALUZZM+lwBmE5EjMJcsYSNKIdHsgImvGGdh6vuvwPD6z/AehmMOnZ8d8PrFc4xhtrtPlmHfx+m7A16PTjbWuQ+KZ68gke1YNkERIpNN+lwC1GWTPpcAZhORIzCXLGEjKgK8uwLD46wuQ4zHJAZON3s8wRguH8dlGvZ19QT2+HV1G3sAk13GXsn+cZzeliicNJ8PmskeP86CROGmzyVAXTbpcwmQyybmElF4MZesYSPKAbTtOw37ev49cAG2tLEXGY45OsQ42cW7514Q8Prj/saG1t8z+xn2jU0LXEfksi7GAcw93BxATETUWajKJn0uAXLZpM8lwJhNzCUiihQ2ohxK8wZOYZnwnnEV+vS4wcbzPIF15v/xdDccs81tXLAx0dMa8DpeMIXmZUlfBrxOdXcxHENEHWDZBMUAM9mkzyVALpv0uQQYs0mfSwCziUgac8kSNqKihO+kcRKJhPXbDPvO/ltKwOuTl11oOOboYONaI386N3Btkff6GdfF+mZm4Ar341KN4XlpYr1hX4o7ybCPqNPxaYCLYUWxRSab9LkEyGWTPpcAYzbpcwmQyybmEhGYSxaxERVjvA0NAa+TNn1kOCajdahh31FvQsDrL3zG9a3e8boDXrf43IZjWjjdLZGYpgEwOwsSw4qilz6XALls0ucSYMwmfS4BctnEJUKIwFyyiI2oGOdrNg7ejdu43bAv81RgXbu7xVgOcbQ5cKamt70ewzEnBaF3qrt+vNVBwzFZHmNPJRE50/Hjx1FUVITW1la0trbitttuw6xZs/w/f/XVV/GTn/wEPp8PP/vZz3DzzTdH8G7JiWSySZ9LgDGb9LkEyGWTPpcAZhNRtLM7m1yaFn1Nyfr6eqSlpWEMvoU4rjVhm7iMXgGvT1xiXJzxP4ME4TUwMCwH9DVOWjE6I3CByLEpxidaoxJF9fHsB6DwqD/hxVnf+Bfq6uqQmmqcxEX6Ov/9vhobd43p76tWrQVvtf7J8r2o4vV60dTUhK5du6KxsRGDBw/G9u3b0aNHD7S2tiI3NxdvvfUW0tLSUFBQgC1btqBHD+M/dmMNs8l++lwC5LJJn0uAumxiLlE4qcimWMwlwP5s4t90ktZ6+EjA6y5rjxiO6XtgkGHfkYLAdUQO/KeP4Zg/Dgg8Zm8f47itT88yhteYrpwSl6KE5oP5sglnTSXr8XjQtWtb6VNTUxM0TUN7f9zWrVsxaNAg9OnT9ve8pKQEGzZswPe+972I3S/FLn0uAXLZpM8lQF026XMJYDaRQ8VQLgH2ZxMbUaSU70PjgN4eH+peS1znyEjjuK2nLs417HvwG4EPUrv0N05sMSL7c8O+cd31oWc8po+HoUfqaD4NmskBvKEWDGzevBmPPfYYduzYgS+++AJr1qzBlClTAo4pLy/HY489hpqaGuTl5eGpp57CiBEjpN/j+PHjGD16NPbu3YvHHnsMPXu2jVU5dOiQP6QAoE+fPjh40FgmRWQnfTbpcwlQl036XALkskmfSwCzicLLzlwCYi+b2IgiR9I++IdhX88PjMdldAmsjz812jjt+9YhxtB787zA0Du7n3GQ8WWZgb2J47sZG4iXJH1l2NfFlWi8USIbNTY2Ii8vDzfeeCOmTp1q+PmqVatQVlaGpUuXYuTIkViyZAmKi4uxZ88eZGS09bTn5+ejtdVYQrthwwZkZ2eje/fu+Oijj1BbW4upU6fimmuuQWamce0folgik036XALkskmfS4C6bGIukRPEWjZFZSOqvfW7svrXEa3D/FbajIi9N/3XVy0BL92vbTEckvGa8TRjQYaRvs32Ac6Xv68g4noa+zxPjAqcuvdYrnF82alzdOPL+hhr+C/vtc+4L3lPwOvhicZrU6D6hrZSBVXDRlu1JtPlD61o+3NeXx/Ym52YmIjEROM/jkpKSlBSUtLh9RYvXoxZs2Zh5syZAIClS5di3bp1eO655zBv3jwAQFVVldS9ZWZmIi8vD++++y6uueYaZGdnB/TuHTx4MKRexGjmlGzSY1bZTJdLgFw2yeQSYG826XMJUJdN+lwCmE0yVGaTnbkExGA2aVGourq6fXUwbty4cQvrVl1dben76uTJk1pWVpbl+0hJSTHsW7hwYdD3B6CtWbPG/7qpqUnzeDwB+zRN02bMmKFdffXVUr9TTU2NVl9fr2maph0/flwbNGiQ9o9//EPTNE1raWnRzj33XO3f//63duLECe0b3/iGdvToUanrRjtmEzdu3OzarGRTpHNJ02Ijm6LySVR2djaqq6vRrVs3nDhxAjk5Oaiurral52/48OHYts24yG24riFzbLBjOvq5aH+wffX19bZ+3h3dUzjPt/qZ8/N27ufd0X7RZ37gwAG4XC5kZ2fL/ipCSUlJ2L9/P5oFUzqHQtM0uFyugH0d9fadydGjR+H1eg3lDZmZmdi9e7fUNT7//HP84Ac/8A/aveWWWzBkyBAAQFxcHH71q19h7Nix8Pl8+OlPf9opZuYDvs4mTdPQt29f/r2NwN/bWP3M+W+BzvdnXP9aZTY5LZeA6MymqGxEud1unH322QDg/4+Xmppqy19kj8dj+X1CuYbMscGO6ejnov2y++z6vDt6/3Ceb/Uz5+ft3M+7o/2ifWlpaco+86SkJCQlJSm5lhOMGDHijCUVV199Na6++mr7bsgh2rOpvbyFf2/t/3sbq585/y3Q+f6Md3ScqmyKtVwC7M8m47LedEZz5syx9RoyxwY7pqOfi/bL7rOT1fcP9Xyrnzk/b+d+3h3tj/RnbqeePXvC4/GgtrY2YH9tbS2ysrIidFdkFf/e2s/Oz5z/Fuh8f8Yj/XnbLRqzKSoX2z1d+4JhTlrsK5bx87YXP2/7xdpn7nK5DNPIjhw5EiNGjMBTTz0FAPD5fOjbty/mzp3rH7xL5sXan6FowM/cXvy87Rdrn3ksZFNUlvOdLjExEQsXLjRdg0mh4edtL37e9ouFz7yhoQH79n09E9b+/ftRVVWF9PR09O3bF2VlZSgtLcWwYcMwYsQILFmyBI2Njf4ZkciaWPgzFG34mduLn7f9YuEzj7VsivonUUREFOjtt9/G2LFjDftLS0tRUVEBAPj1r3/tX9AwPz8fTz75JEaOHGnznRIRUWcRa9nERhQREREREVEIOLEEERERERFRCNiIIiIiIiIiCgEbUURERERERCGI6UZU//79MXToUOTn5wsHspFa+/fvx9ixY5Gbm4shQ4agsbEx0rcU0/bs2YP8/Hz/1qVLF6xduzbStxXTHn/8cQwaNAi5ubm49dZbwSGlZAazyV7MJnsxm+zHbIqMmJ5Yon///vjnP/+JlJSUSN9KpzB69Gg8+OCDuOyyy3Ds2DGkpqYiLi7qZ9GPCg0NDejfvz8+//xzJCcnR/p2YtKRI0cwatQo7Nq1C/Hx8bj88svxy1/+EoWFhZG+NYoyzCZ7MZsih9kUfsymyOG3CCnR/pf3sssuAwCkp6dH+I46l5dffhnjx49nSIVZa2srTp06BQBoaWlBRkZGhO+IiM6E2RRZzCZ7MJsiw7HlfJs3b8bkyZORnZ0Nl8slfBRcXl6O/v37IykpCSNHjsTWrVsDfu5yuTB69GgMHz4cf/jDH2y68+hk9fPeu3cvUlJSMHnyZFx88cV4+OGHbbz76KTiz3i7F198Eddee22Y7zi6Wf28e/XqhTvvvBN9+/ZFdnY2ioqKMHDgQBt/A3ICZpO9mE32YzbZi9kUvRzbiGpsbEReXh7Ky8uFP1+1ahXKysqwcOFCfPjhh8jLy0NxcTEOHz7sP+Zvf/sbduzYgZdffhkPP/ww/vGPf9h1+1HH6ufd2tqKd999F08//TQqKyuxceNGbNy40c5fIeqo+DMOAPX19diyZQsmTpxox21HLauf95dffolXX30Vn332GQ4ePIgtW7Zg8+bNdv4K5ADMJnsxm+zHbLIXsymKaVEAgLZmzZqAfSNGjNDmzJnjf+31erXs7Gxt0aJFwmvceeed2vLly8N4l7HDzOe9ZcsWbcKECf6fP/roo9qjjz5qy/3GAit/xn//+99r119/vR23GTPMfN4vvvii9uMf/9j/80cffVT7xS9+Ycv9kjMxm+zFbLIfs8lezKbo4tgnUWfS3NyMHTt2oKioyL/P7XajqKgIlZWVANpa9idOnADQNrDxzTffxKBBgyJyv9FO5vMePnw4Dh8+jC+//BI+nw+bN2/GhRdeGKlbjnoyn3k7lktYJ/N55+TkYMuWLTh16hS8Xi/efvttnH/++ZG6ZXIgZpO9mE32YzbZi9nkbFE5scTRo0fh9XqRmZkZsD8zMxO7d+8GANTW1uLb3/42AMDr9WLWrFkYPny47fcaC2Q+77i4ODz88MO4/PLLoWkaJkyYgKuuuioStxsTZD5zAKirq8PWrVvx0ksv2X2LMUXm8x41ahQmTpyIiy66CG63G+PHj8fVV18didslh2I22YvZZD9mk72YTc4WlY0oGeeccw4++uijSN9Gp1JSUoKSkpJI30ankpaWhtra2kjfRqfx0EMP4aGHHor0bVAUYzbZj9lkP2aTvZhNkRGV5Xw9e/aEx+Mx/AWtra1FVlZWhO4qdvHzth8/c3vx8yYV+OfIXvy87cfP3F78vJ0tKhtRCQkJKCgowKZNm/z7fD4fNm3axMXFwoCft/34mduLnzepwD9H9uLnbT9+5vbi5+1sji3na2howL59+/yv9+/fj6qqKqSnp6Nv374oKytDaWkphg0bhhEjRmDJkiVobGzEzJkzI3jX0Yuft/34mduLnzepwD9H9uLnbT9+5vbi5x3FIj09YEfeeustDYBhKy0t9R/z1FNPaX379tUSEhK0ESNGaO+//37kbjjK8fO2Hz9ze/HzJhX458he/Lztx8/cXvy8o5dL0zQtfE00IiIiIiKi2BKVY6KIiIiIiIgihY0oIiIiIiKiELARRUREREREFAI2ooiIiIiIiELARhQREREREVEI2IgiIiIiIiIKARtRREREREREIWAjioiIiIiIKARsRBEREREREYWAjSgiIiIiIqIQsBFFREREREQUAjaiiIiIiIiIQsBGFBERERERUQjYiCIiIiIiIgoBG1FEREREREQhYCOKiIiIiIgoBGxEERERERERhYCNKCIiIiIiohCwEUVERERERBQCNqKIiIiIiIhCwEYUERERERFRCNiIooi499574XK5Ava1trbipz/9KXJycuB2uzFlyhQAQENDA26++WZkZWXB5XLh9ttvt/+GiYgoJowZMwZjxozxv/7ss8/gcrlQUVFh633ccMMN6N+/f1iu3b9/f9xwww0B+/bu3YsJEyYgLS0NLpcLa9euBQBs27YNl1xyCZKTk+FyuVBVVRWWeyKKNXGRvgGKDRUVFZg5c6b/dWJiItLT0zFkyBBMmjQJM2fORLdu3c54jeeeew6PPfYYbr/9dlx88cXo27cvAODhhx9GRUUF7rnnHgwcOBAXXnhhWH8XIqLOrP37PDExEZ9++in69OkT8PMxY8bg6NGj+Oc//xmhO+xcxowZg3feeQcA4HK5kJKSgt69e2PEiBGYMWMGrrjiCqnrlJaWYv/+/XjooYfQvXt3DBs2DC0tLfjOd76DpKQkPP744+jatSv69esXzl+HKGawEUVK3X///RgwYABaWlpQU1ODt99+G7fffjsWL16Ml19+GUOHDgUA3H333Zg3b17AuW+++Sb69OmDxx9/3LB/1KhRWLhwoW2/BxFRZ9fU1IRHHnkETz31VKRvJaz69euHkydPIj4+PtK30qGzzz4bixYtAgA0NjZi3759+POf/4znn38e3/3ud/H8888H3P+ePXvgdn9dbHTy5ElUVlbif//3fzF37lz//t27d+Pzzz/HsmXLcPPNN9v3CxHFADaiSKmSkhIMGzbM/3r+/Pl48803cdVVV+Hqq6/GJ598gi5duiAuLg5xcYF//A4fPozu3bsbrnn48GHk5uYqu0efz4fm5mYkJSUpuyYRUazJz8/HsmXLMH/+fGRnZ4flPTRNw6lTp9ClS5ewXF+Gy+VyfB6kpaXh+9//fsC+Rx55BLfeeiuefvpp9O/fH7/4xS/8P0tMTAw49siRIwBgyNjDhw8L91vR2NiI5ORkZdcjciqOiaKwGzduHO655x58/vnneP755wEEjolqr0d/6623sGvXLrhcLrhcLrz99ttwuVzYv38/1q1b59//2WefAWjrJV24cCHOPfdcJCYmIicnBz/96U/R1NQU8P4ulwtz587FH/7wBwwaNAiJiYlYv349AODgwYO48cYbkZmZicTERAwaNAjPPfdcwPnt9/Hiiy/ioYcewtlnn42kpCSMHz8e+/btM/y+H3zwASZOnIizzjoLycnJGDp0KJ544omAY3bv3o1rrrkG6enpSEpKwrBhw/Dyyy8r+byJiFT4+c9/Dq/Xi0ceeSTosa2trXjggQcwcOBAJCYmon///vj5z39u+D7u378/rrrqKrz++usYNmwYunTpgt/85jcB37P33Xcf+vTpg27duuGaa65BXV0dmpqacPvttyMjIwMpKSmYOXOm4drLly/HuHHjkJGRgcTEROTm5uKZZ54Jeu/6MVHt9yLa9GOYXnvtNVx22WVITk5Gt27dMGnSJOzatcvwHmvXrsXgwYORlJSEwYMHY82aNUHvKxiPx4Mnn3wSubm5+PWvf426ujr/z04fE3Xvvff6S/Tuuusu/+9xww03YPTo0QCA73znO3C5XAFjxWRyqqKiAi6XC++88w5+/OMfIyMjA2effXZIn88NN9yAlJQUHDx4EFOmTEFKSgp69eqFO++8E16vN+BYn8+HJ554AkOGDEFSUhJ69eqFK6+8Etu3bw847vnnn0dBQQG6dOmC9PR0XHfddaiurjb3QRN1gE+iyBbTp0/Hz3/+c2zYsAGzZs0K+FmvXr2wcuVKPPTQQ2hoaPCXLFx44YVYuXIl7rjjDpx99tn4yU9+4j/e5/Ph6quvxt/+9jf84Ac/wIUXXoidO3fi8ccfx//93//5B8y2e/PNN/Hiiy9i7ty56NmzJ/r374/a2lqMGjXK38jq1asXXnvtNdx0002or683TGDxyCOPwO12484770RdXR0effRRXH/99fjggw/8x2zcuBFXXXUVevfujdtuuw1ZWVn45JNP8Oqrr+K2224DAOzatQvf/OY30adPH8ybNw/Jycl48cUXMWXKFLz00kv49re/rfjTJyIK3YABAzBjxgwsW7YM8+bNO+PTqJtvvhkrVqzANddcg5/85Cf44IMPsGjRInzyySeGBsOePXvwve99Dz/84Q8xa9YsnH/++f6fLVq0CF26dMG8efOwb98+PPXUU4iPj4fb7caXX36Je++9F++//z4qKiowYMAALFiwwH/uM888g0GDBuHqq69GXFwcXnnlFfz4xz+Gz+fDnDlzpH/v9uw53fHjx1FWVoaMjAz/vpUrV6K0tBTFxcX4xS9+ga+++grPPPMMLr30Uvz973/3N7g2bNiAadOmITc3F4sWLcJ//vMfzJw5M6CxYZbH48H3vvc93HPPPfjb3/6GSZMmGY6ZOnUqunfvjjvuuAPf+973MHHiRKSkpCAzMxN9+vTBww8/jFtvvRXDhw9HZmYmgNBz6sc//jF69eqFBQsWoLGxMaTPBwC8Xi+Ki4sxcuRI/PKXv8Qbb7yBX/3qVxg4cCBmz57tP+6mm25CRUUFSkpKcPPNN6O1tRXvvvsu3n//fX8VzEMPPYR77rkH3/3ud3HzzTfjyJEjeOqpp3D55Zfj73//u9KnbtTJaUQKLF++XAOgbdu2rcNj0tLStIsuukjTNE1buHChpv/jN3r0aG3QoEGG8/r166dNmjQpYN/KlSs1t9utvfvuuwH7ly5dqgHQ3nvvPf8+AJrb7dZ27doVcOxNN92k9e7dWzt69GjA/uuuu05LS0vTvvrqK03TNO2tt97SAGgXXnih1tTU5D/uiSee0ABoO3fu1DRN01pbW7UBAwZo/fr107788suAa/p8Pv//Hj9+vDZkyBDt1KlTAT+/5JJLtPPOO8/w+xMR2en07/NPP/1Ui4uL02699Vb/z/Xf1VVVVRoA7eabbw64zp133qkB0N58803/vn79+mkAtPXr1wcc2/49O3jwYK25udm//3vf+57mcrm0kpKSgOMLCwu1fv36Bexr/84+XXFxsXbOOecE7Bs9erQ2evRo/+v9+/drALTly5cLPw+fz6ddddVVWkpKij9HTpw4oXXv3l2bNWtWwLE1NTVaWlpawP78/Hytd+/e2vHjx/37NmzYoAEw/A4iHWVjuzVr1mgAtCeeeMK/r1+/flppaanhd3zssccCzm3/3FevXh2wXzan2v+sXHrppVpra6t/fyifT2lpqQZAu//++wOOveiii7SCggL/6zfffFMDEPBn8fR70zRN++yzzzSPx6M99NBDAT/fuXOnFhcXZ9hPZAXL+cg2KSkpOHHihJJrrV69GhdeeCEuuOACHD161L+NGzcOAPDWW28FHD969OiAcVWapuGll17C5MmToWlawDWKi4tRV1eHDz/8MOAaM2fOREJCgv/1ZZddBgD417/+BQD4+9//jv379+P222839HS1ly4eO3YMb775Jr773e/ixIkT/vf8z3/+g+LiYuzduxcHDx5U8hkREVl1zjnnYPr06Xj22WfxxRdfCI/561//CgAoKysL2N9ePbBu3bqA/QMGDEBxcbHwWjNmzAiYIGHkyJHQNA033nhjwHEjR45EdXU1Wltb/ftOH1dVV1eHo0ePYvTo0fjXv/4VUOoWqgceeACvvvoqKioq/DmyceNGHD9+HN/73vcC8sPj8WDkyJH+DPriiy9QVVWF0tJSpKWl+a95xRVXKBvrm5KSAgDK8tVMTs2aNQsej8f/WvbzOd2PfvSjgNeXXXaZP18B4KWXXoLL5RJOMtWesX/+85/h8/nw3e9+N+B9s7KycN555wnfl8gslvORbRoaGgJKIazYu3cvPvnkE/Tq1Uv48/bBsu0GDBgQ8PrIkSM4fvw4nn32WTz77LNS12ifcr3dWWedBQD48ssvAQCffvopAGDw4MEd3ve+ffugaRruuece3HPPPR2+r35KYSKiSLn77ruxcuVKPPLII4bxnQDw+eefw+1249xzzw3Yn5WVhe7du+Pzzz8P2K//Pj6d/nu2veGRk5Nj2O/z+VBXV4cePXoAAN577z0sXLgQlZWV+OqrrwKOr6urC2jEyFq/fj3uu+8+zJ8/H9OmTfPv37t3LwD4O+70UlNTAcD/u5933nmGY84//3xDZ50ZDQ0NABB0GRFZZnJK/99U9vNp1z6+6XRnnXWWP1+BtozNzs5Genp6h/e+d+9eaJom/LwBOHoGRoo+bESRLf7973+jrq7OELJm+Xw+DBkyBIsXLxb+XB+4+pmffD4fAOD73/8+SktLhddon4693em9bKfTNE3qnk9/3zvvvLPDnlhVnxERkQrnnHMOvv/97+PZZ581LE1xOv0C6h0500x8HX3PBvv+/fTTTzF+/HhccMEFWLx4MXJycpCQkIC//vWvePzxx/3fvaHYv38/rr/+elxxxRV48MEHA37Wfr2VK1ciKyvLcK5+9tlwal+vS2W+AqHlVEcZK/v5dPTfN1Q+nw8ulwuvvfaa8JrtT+2IVGAjimzRPki3oy/kUA0cOBAfffQRxo8fLx3cp+vVqxe6desGr9eLoqIiZfcEtAVaR9c855xzALT1hql6XyKicLv77rvx/PPPB0yj3a5fv37w+XzYu3dvwGLotbW1OH78uC2Lt77yyitoamrCyy+/HPA0y2z51smTJ/0TMvy///f/AtZcAr7+vs/IyDjjd3n7797+ZOZ0e/bsMXVvp/N6vXjhhRfQtWtXXHrppZavB6jJKdnPJ9Rrvv766zh27FiHT6MGDhwITdMwYMAAfOMb31DyvkQd4ZgoCrs333wTDzzwAAYMGIDrr79eyTW/+93v4uDBg1i2bJnhZydPnvTPDtQRj8eDadOm4aWXXvL34p2ufU2NUFx88cUYMGAAlixZguPHjwf8rL23NCMjA2PGjMFvfvMb4fgCM+9LRBRuAwcOxPe//3385je/QU1NTcDPJk6cCABYsmRJwP72SgHRjHGqtT91OL0yoK6uDsuXLzd1vR/96Ef4v//7P6xZs8Zfun264uJipKam4uGHH0ZLS4vh5+3f5b1790Z+fj5WrFgRMC5r48aN+Pjjj03dWzuv14tbb70Vn3zyCW699VZDiZxZKnJK9vMJxbRp06BpGu677z7Dz9r/u0+dOhUejwf33XefoUpE0zT85z//Cfl9iTrCJ1Gk1GuvvYbdu3ejtbUVtbW1ePPNN7Fx40b069cPL7/8srIFDadPn44XX3wRP/rRj/DWW2/hm9/8JrxeL3bv3o0XX3zRvwbJmTzyyCN46623MHLkSMyaNQu5ubk4duwYPvzwQ7zxxhs4duxYSPfkdrvxzDPPYPLkycjPz8fMmTPRu3dv7N69G7t27cLrr78OACgvL8ell16KIUOGYNasWTjnnHNQW1uLyspK/Pvf/8ZHH31k+nMhIgqX//3f/8XKlSuxZ88eDBo0yL8/Ly8PpaWlePbZZ3H8+HGMHj0aW7duxYoVKzBlyhSMHTs27Pc2YcIEJCQkYPLkyfjhD3+IhoYGLFu2DBkZGR1OiNGRdevW4fe//z2mTZuGf/zjH/jHP/7h/1lKSgqmTJmC1NRUPPPMM5g+fTouvvhiXHfddejVqxcOHDiAdevW4Zvf/CZ+/etfA2ibtn3SpEm49NJLceONN+LYsWN46qmnMGjQIP94pmDq6ur86yx+9dVX2LdvH/785z/j008/xXXXXYcHHnggpN8xGKs5FcrnI2vs2LGYPn06nnzySezduxdXXnklfD4f3n33XYwdOxZz587FwIED8eCDD2L+/Pn47LPPMGXKFHTr1g379+/HmjVr8IMf/AB33nmnlY+GyI+NKFKqfc2OhIQEpKenY8iQIViyZAlmzpypbNAr0NZgWbt2LR5//HH8/ve/x5o1a9C1a1ecc845uO2226Qe42dmZmLr1q24//778ec//xlPP/00evTogUGDBglLVmQUFxfjrbfewn333Ydf/epX8Pl8GDhwYMDaWLm5udi+fTvuu+8+VFRU4D//+Q8yMjJw0UUXBax5QkTkJOeeey6+//3vY8WKFYaf/fa3v8U555yDiooKrFmzBllZWZg/f75wJrVwOP/88/GnP/0Jd999N+68805kZWVh9uzZ6NWrl2Fmv2Dan5K89NJLeOmllwJ+1q9fP0yZMgUA8D//8z/Izs7GI488gsceewxNTU3o06cPLrvsMsycOdN/zpVXXonVq1fj7rvvxvz58zFw4EAsX74cf/nLX/D2229L3dO///1vTJ8+HUBbQ653794oLCzEM888gyuuuCKk30+GipyS/XxCsXz5cgwdOhS/+93vcNdddyEtLQ3Dhg3DJZdc4j9m3rx5+MY3voHHH3/c/9QqJycHEyZMwNVXX23qfYlEXFooo+KJiIiIiIg6OY6JIiIiIiIiCgEbUURERERE5Hjf/va3cdZZZ+Gaa66J9K2wEUVERERERM5322234fe//32kbwMAG1FERERERBQFxowZo3SiMivYiCIiIiIiorDavHkzJk+ejOzsbLhcLqxdu9ZwTHl5Ofr374+kpCSMHDkSW7dutf9GJbERRUREREREYdXY2Ii8vDyUl5cLf75q1SqUlZVh4cKF+PDDD5GXl4fi4mIcPnzY5juVE5XrRPl8Phw6dAjdunWDy+WK9O0QUQzSNA0nTpxAdnY23G5r/U2nTp1Cc3OzpWskJCQoW6yawoPZREThpiqbVOSSpmmG77rExEQkJiYKjy8pKUFJSUmH11u8eDFmzZrlX0ds6dKlWLduHZ577jnMmzfP0r2GQ1Q2og4dOoScnJxI3wYRdQLV1dU4++yzTZ9/6tQpdOmWDrSetHQfWVlZ2L9/PxtSDsZsIiK7WMkmVbmUkpKChoaGgH0LFy7EvffeG/K1mpubsWPHDsyfP9+/z+12o6ioCJWVlZbuM1yishHVPqBs7759jhlc1ll0+e8/4E6eOhXhOyEKrxMnTuC8c8+1/B3T3NwMtJ5E/ODvAZ54cxfxtqDmn/8Pzc3NbEQ5WPuflerqaqSmpkb4bogoFtXX1yMnJ8dSNqnKpYZ//j/D911HT6GCOXr0KLxeLzIzMwP2Z2ZmYvfu3f7XRUVF+Oijj9DY2Iizzz4bq1evRmFhobnfwaKobES1Pzrs1q0bg8pm7Y2o+ISECN8JkT2UlWV54uHymPt7o6m5Awqz9j8rqampzCYiCisl2aQgl+z+vnvjjTdse69gorIRRUQUbVxuD1xuj7mTNZPnERERdcBJudSzZ094PB7U1tYG7K+trUVWVpbS91KFs/MREdmgPazMbkRERCo5KZcSEhJQUFCATZs2+ff5fD5s2rQpYuV6wfBJFBGRDVwuC6HjYyOKiIjUsjuXGhoasG/fPv/r/fv3o6qqCunp6ejbty/KyspQWlqKYcOGYcSIEViyZAkaGxv9s/U5DRtRREREREQUVtu3b8fYsWP9r8vKygAApaWlqKiowLXXXosjR45gwYIFqKmpQX5+PtavX2+YbMIp2IgiIrKBy+OGy2O29pyV10REpJbduTRmzBho2pmnSpo7dy7mzp1r7p5sxkYUEZEN3BZqyDWOiSIiIsWYS9awEUVEZANLA3EZVkREpBhzyRrWiBAREREREYWAT6KIiGzAHj8iInIS5pI1bEQREdnA5XbD5Tb58N/seURERB1gLlnDRhQRkQ3Y40dERE7CXLKGzUgiIiIiIqIQ8EkUEZEN2somzPb4sb+LiIjUYi5Zw0YUEZENXC4LZRMulk0QEZFazCVr2IgiIrKDx2N6ZXjNx7AiIiLFmEuW8FkcERERERFRCPgkiojIBlZmQTJdbkFERNQB5pI1bEQREdmAYUVERE7CXLKGjSgiIhu43R64uR4HERE5BHPJGjaiiIhsYGUqWdMryhMREXWAuWQNPwEiIiIiIqIQ8EkUEZENWHtOREROwlyyho0oIiIbMKyIiMhJmEvWsBFFRGQDhhURETkJc8kajokiIiIiIiLHe/XVV3H++efjvPPOw29/+9uI3gufRBER2cDlstDj52KPHxERqRVtudTa2oqysjK89dZbSEtLQ0FBAb797W+jR48ett8LwCdRRES2cHk8ljYiIiKVoi2Xtm7dikGDBqFPnz5ISUlBSUkJNmzYYPt9tGMjiojIBu3rcZjb+FVNRERq2Z1LmzdvxuTJk5GdnQ2Xy4W1a9cajikvL0f//v2RlJSEkSNHYuvWrf6fHTp0CH369PG/7tOnDw4ePGjqd1eByUxERERERGHV2NiIvLw8lJeXC3++atUqlJWVYeHChfjwww+Rl5eH4uJiHD582OY7lcMxUURENuAsSERE5CQqcqm+vj5gf2JiIhITE4XnlJSUoKSkpMNrLl68GLNmzcLMmTMBAEuXLsW6devw3HPPYd68ecjOzg548nTw4EGMGDHC1P2rwCdRREQ2MF8yYT7kiIiIOqIil3JycpCWlubfFi1aZOpempubsWPHDhQVFfn3ud1uFBUVobKyEgAwYsQI/POf/8TBgwfR0NCA1157DcXFxdY/CJP4JIqIyAZutwtut8vkySbPIyIi6oCKXKqurkZqaqp/d0dPoYI5evQovF4vMjMzA/ZnZmZi9+7dAIC4uDj86le/wtixY+Hz+fDTn/40YjPzAWxEERERERGRCampqQGNqHC7+uqrcfXVV9v2fmfCRhQRkQ1cbhdcJnv8zJ5HRETUESflUs+ePeHxeFBbWxuwv7a2FllZWUrfSxWOiSIisoHL5bK0ERERqeSkXEpISEBBQQE2bdrk3+fz+bBp0yYUFhYqfS9V+CSKiMgGLgu15xqfRBERkWJ251JDQwP27dvnf71//35UVVUhPT0dffv2RVlZGUpLSzFs2DCMGDECS5YsQWNjo3+2PqdhI4qIiIiIiMJq+/btGDt2rP91WVkZAKC0tBQVFRW49tprceTIESxYsAA1NTXIz8/H+vXrDZNNOAUbUURENnC5LNSes5yPiIgUszuXxowZA03TznjM3LlzMXfuXFP3ZDc2ooiIbOCkAbxERETMJWvYiCIisoHb5YLb5BMljU+iiIhIMeaSNZydj4iIiIiIKAR8EkVEZAOWTRARkZMwl6xhI4qIyAYMKyIichLmkjVsRBER2cDNdaKIiMhBmEvWcEwUERERERFRCPgkiojIBi5322b2XCIiIpWYS9awEUVEZAOXy2V60VwutktERKoxl6xhI4qIyAZuNyzUniu+GSIi6vSYS9bwIyAiIiIiIgoBn0QREdmAU8kSEZGTMJesYSOKiMgGLpeFsGLtORERKcZcsoaNKCIiG7hdLrhNho7GsCIiIsWYS9ZwTBQREREREVEI+CSKiMgOFmrPwdpzIiJSjblkCRtRREQ24ABeIiJyEuaSNWxEERHZwO12mV6Pw+x5REREHWEuWcMxUURERERERCFgI4qIyAYul8vSRkREpFIs5tK3v/1tnHXWWbjmmmvC/l5sRBER2cDltrYRERGpFIu5dNttt+H3v/+9Le/l0I+AiCi2tNeem92IiIhUisVcGjNmDLp162bLe1lqRD3yyCNwuVy4/fbb/ftOnTqFOXPmoEePHkhJScG0adNQW1sbcN6BAwcwadIkdO3aFRkZGbjrrrvQ2tpq5VaIiIgAMJuIiJxo8+bNmDx5MrKzs+FyubB27VrDMeXl5ejfvz+SkpIwcuRIbN261f4blWS6EbVt2zb85je/wdChQwP233HHHXjllVewevVqvPPOOzh06BCmTp3q/7nX68WkSZPQ3NyMLVu2YMWKFaioqMCCBQvM/xZERA7XPpWs2Y3kMJuIiOTYnUuNjY3Iy8tDeXm58OerVq1CWVkZFi5ciA8//BB5eXkoLi7G4cOH/cfk5+dj8ODBhu3QoUOmPwezTE1x3tDQgOuvvx7Lli3Dgw8+6N9fV1eH3/3ud3jhhRcwbtw4AMDy5ctx4YUX4v3338eoUaOwYcMGfPzxx3jjjTeQmZmJ/Px8PPDAA/jZz36Ge++9FwkJCWp+MyIiB7EyENepA3idhtlERCRPRS7V19cH7E9MTERiYqLwnJKSEpSUlHR4zcWLF2PWrFmYOXMmAGDp0qVYt24dnnvuOcybNw8AUFVVZep+w8HUk6g5c+Zg0qRJKCoqCti/Y8cOtLS0BOy/4IIL0LdvX1RWVgIAKisrMWTIEGRmZvqPKS4uRn19PXbt2mXmdoiIHC8Wa8+dhtlERCRPRS7l5OQgLS3Nvy1atMjUvTQ3N2PHjh0B39NutxtFRUX+72mnCflJ1B//+Ed8+OGH2LZtm+FnNTU1SEhIQPfu3QP2Z2Zmoqamxn/M6SHV/vP2n4k0NTWhqanJ/1rf6iUios6N2UREZL/q6mqkpqb6X3f0FCqYo0ePwuv1Cr+Hd+/eLX2doqIifPTRR2hsbMTZZ5+N1atXo7Cw0NQ9BRNSI6q6uhq33XYbNm7ciKSkpLDckMiiRYtw33332fZ+RESquVzmxzaxnO/MmE1ERKFTkUupqakBjahIe+ONN2x7r5DK+Xbs2IHDhw/j4osvRlxcHOLi4vDOO+/gySefRFxcHDIzM9Hc3Izjx48HnFdbW4usrCwAQFZWlmFGpPbX7cfozZ8/H3V1df6turo6lNsmIoo4j9tlaaOOMZuIiELnpFzq2bMnPB6P8Hu4o+/gSAupETV+/Hjs3LkTVVVV/m3YsGG4/vrr/f87Pj4emzZt8p+zZ88eHDhwwP8orbCwEDt37gyYaWPjxo1ITU1Fbm6u8H0TExP9LV2ntXiJiGS4LQQVx0SdGbOJiCh0TsqlhIQEFBQUBHxP+3w+bNq0KWzleFaFVM7XrVs3DB48OGBfcnIyevTo4d9/0003oaysDOnp6UhNTcUtt9yCwsJCjBo1CgAwYcIE5ObmYvr06Xj00UdRU1ODu+++G3PmzDFdR0lERJ0Xs4mIyPkaGhqwb98+/+v9+/ejqqoK6enp6Nu3L8rKylBaWophw4ZhxIgRWLJkCRobG/2z9TmNqSnOz+Txxx+H2+3GtGnT0NTUhOLiYjz99NP+n3s8Hrz66quYPXs2CgsLkZycjNLSUtx///2qb4WIyDGslD/4+CTKMmYTEVEgu3Np+/btGDt2rP91WVkZAKC0tBQVFRW49tprceTIESxYsAA1NTXIz8/H+vXrDZNNOIVL0zQt0jcRqvr6eqSlpaGmtpblEzbr8t9B2ydPnYrwnRCFV319PbIyM1FXV2fpe6b9+2rik28gvkuyqWu0nGzEX28tsnwvFF7t/63534mIwkXF9wxzSQ3lT6KIiMiIT6KIiMhJmEvWmFpsl4iIiIiIqLPikygiIhvEuYE4kz13Gru7iIhIMeaSNWxEERHZgGUTRETkJMwla9iIIiKygdtCWHkZVkREpBhzyRo+jCMiIiIiIgoBn0QREdnA43LD4zbXb+Vxsb+LiIjUYi5Zw0YUEZENrNSemz2PiIioI8wla9iIIiKyAcOKiIichLlkDZ/FERERERERhYBPooiIbMAePyIichLmkjVsRBER2cDjcsHjMhlWJs8jIiLqCHPJGjaiiIhsYGU9Djd7/IiISDHmkjUcE0VERERERBQCPokiIrIBa8+JiMhJmEvWsBFFRGSDOLcLcSZDx8uwIiIixZhL1rARRURkA/b4ERGRkzCXrGEjiojIBgwrIiJyEuaSNZxYgoiIiIiIKARsRBER2cDjcvl7/ULeuB4HEREpFmu5VF1djTFjxiA3NxdDhw7F6tWrw/p+LOcjIrIB1+MgIiInibVciouLw5IlS5Cfn4+amhoUFBRg4sSJSE5ODs/7heWqREQUgLXnRETkJLGWS71790bv3r0BAFlZWejZsyeOHTsWtkYUy/mIiIiIiCisNm/ejMmTJyM7Oxsulwtr1641HFNeXo7+/fsjKSkJI0eOxNatW029144dO+D1epGTk2PxrjvGJ1FERDaItR4/IiKKbnbnUmNjI/Ly8nDjjTdi6tSphp+vWrUKZWVlWLp0KUaOHIklS5aguLgYe/bsQUZGBgAgPz8fra2thnM3bNiA7OxsAMCxY8cwY8YMLFu2LOR7DAUbUURENvC4zTeGPKwZICIixezOpZKSEpSUlHT488WLF2PWrFmYOXMmAGDp0qVYt24dnnvuOcybNw8AUFVVdcb3aGpqwpQpUzBv3jxccsklod9kCNiIIiKyAZ9EERGRk6jIpfr6+oD9iYmJSExMDPl6zc3N2LFjB+bPn+/f53a7UVRUhMrKSqlraJqGG264AePGjcP06dNDvodQsX+TiIiIiIhClpOTg7S0NP+2aNEiU9c5evQovF4vMjMzA/ZnZmaipqZG6hrvvfceVq1ahbVr1yI/Px/5+fnYuXOnqfuRwSdRREQ24JMoIiJyEhW5VF1djdTUVP9+M0+hVLn00kvh8/lsez82ooiIbBBr63EQEVF0U5FLqampAY0os3r27AmPx4Pa2tqA/bW1tcjKyrJ8/XBgOR8RkQ08LpelzUnOtCr8nj17/GUU+fn56NKli3AaWyIiiiwn5VJCQgIKCgqwadMm/z6fz4dNmzahsLBQ6XupwidRREQUkjOtCn/++ef7Z09qaGhA//79ccUVV0T2homIKOIaGhqwb98+/+v9+/ejqqoK6enp6Nu3L8rKylBaWophw4ZhxIgRWLJkCRobG/2z9TkNG1FERDZwu1xwm+y5M3teuMiuCv/yyy9j/PjxYVstnoiIzLM7l7Zv346xY8f6X5eVlQEASktLUVFRgWuvvRZHjhzBggULUFNTg/z8fKxfv94w2YRTsJyPiMgGHgAel8ktxPdyyqrwL774Iq699lpT1yUiovCyM5cAYMyYMdA0zbBVVFT4j5k7dy4+//xzNDU14YMPPsDIkSNV/brK8UkUEZEN3G6X6QkiQj3PCavC19fXY8uWLfjjH/8Y0r0TEZE97MylWMRGFBFRlJBd1NAJq8L/5S9/wYQJE5CUlBTs1yIiIoo6LOcjIrKBilmQVCxq2L4qfFFRkX9fOFaFZykfEZGzOWl2vmjEJ1FERDZQMYBXxaKGZ1oVfvfu3VLXaF8VfujQof7xVitXrsSQIUMAAHV1ddi6dSteeumlkO+PiIjsEUsTHkUCG1FERDZw/3cwrtlzAXWLGloVbFX4tLQ0w4KJRETkLCpyqTNjOR8RUScSjavCExEROQ0bUURENmifBcnspko0rgpPRETqOSWXohXL+YiIbGBn7XmsrQpPRETqcUyUNWxEERHZwGOh9jzU82JtVXgiIlLPzlyKRWxEERHFmPZV4c9k7ty5mDt3rk13REREFFvYiCIisgHLJoiIyEmYS9awEUVEZAOP2wWPyYG4Zs8jIiLqCHPJGjaiiIhswB4/IiJyEuaSNZzinIiIiIiIKAR8EkVEZAPOgkRERE7CXLKGjSgiIhu4LJRNuFg2QUREijGXrGEjiojIBhzAS0RETsJcsoZjooiIiIiIiELAJ1FERDZwAzDbccfeLiIiUo25ZA0bUURENvC4XPCYrCE3ex4REVFHmEvWsCFJRGSD9vU4zG5EREQqxVouHT9+HMOGDUN+fj4GDx6MZcuWhfX9+CSKiIiIiIiiWrdu3bB582Z07doVjY2NGDx4MKZOnYoePXqE5f3YiCIisoHH3baZPZeIiEilWMslj8eDrl27AgCampqgaRo0TQvb+znwIyAiij1ul5XSiUjfPRERxRq7c2nz5s2YPHkysrOz4XK5sHbtWsMx5eXl6N+/P5KSkjBy5Ehs3bo1pPc4fvw48vLycPbZZ+Ouu+5Cz549Q79RSSE1op555hkMHToUqampSE1NRWFhIV577TX/z0+dOoU5c+agR48eSElJwbRp01BbWxtwjQMHDmDSpEno2rUrMjIycNddd6G1tVXNb0NE5FDu/w7gNbM5sfbcSZhNREShszuXGhsbkZeXh/LycuHPV61ahbKyMixcuBAffvgh8vLyUFxcjMOHD/uPaR/vpN8OHToEAOjevTs++ugj7N+/Hy+88ILhu16lkMr5zj77bDzyyCM477zzoGkaVqxYgW9961v4+9//jkGDBuGOO+7AunXrsHr1aqSlpWHu3LmYOnUq3nvvPQCA1+vFpEmTkJWVhS1btuCLL77AjBkzEB8fj4cffjgsvyAREcU2ZhMRUWTU19cHvE5MTERiYqLw2JKSEpSUlHR4rcWLF2PWrFmYOXMmAGDp0qVYt24dnnvuOcybNw8AUFVVJXVfmZmZyMvLw7vvvotrrrlG6pxQhfQkavLkyZg4cSLOO+88fOMb38BDDz2ElJQUvP/++6irq8Pvfvc7LF68GOPGjUNBQQGWL1+OLVu24P333wcAbNiwAR9//DGef/555Ofno6SkBA888ADKy8vR3Nwcll+QiMgJYm0WJCdhNhERhU5FLuXk5CAtLc2/LVq0yNS9NDc3Y8eOHSgqKvr6/txuFBUVobKyUuoatbW1OHHiBACgrq4Omzdvxvnnn2/qfmSYnljC6/Vi9erVaGxsRGFhIXbs2IGWlpaAX/6CCy5A3759UVlZiVGjRqGyshJDhgxBZmam/5ji4mLMnj0bu3btwkUXXRTSPXRJSkKXpCSzvwJZwM+dYl2L4n88x9oAXqdyQjYREUUDFblUXV2N1NRU//6OnkIFc/ToUXi93oDvYaDtidLu3bulrvH555/jBz/4gX9CiVtuuQVDhgwxdT8yQm5E7dy5E4WFhTh16hRSUlKwZs0a5ObmoqqqCgkJCejevXvA8ZmZmaipqQEA1NTUCD+c9p91pKmpCU1NTf7X+keHREROZ+WJEp9EBcdsIiIKjYpcah+L6gQjRoyQLvdTIeRG1Pnnn4+qqirU1dXhT3/6E0pLS/HOO++E4978Fi1ahPvuu8+w/+SpU4hPSAjre1Og9idQJ0+divCdEIUX/4xHFydlExERhaZnz57weDyGiSBqa2uRlZUVobs6s5Af4iUkJODcc89FQUEBFi1ahLy8PDzxxBPIyspCc3Mzjh8/HnD86b98VlaW8MNp/1lH5s+fj7q6Ov9WXV0d6m0TEUWUy2VtozNjNhERhcZJuZSQkICCggJs2rTJv8/n82HTpk0oLCxU+2aKWK609/l8aGpqQkFBAeLj4wN++T179uDAgQP+X76wsBA7d+4MmKpw48aNSE1NRW5ubofvkZiY6H9c6KTHhkREstxwWdooNMwmIqIzszuXGhoaUFVV5S+5279/P6qqqnDgwAEAQFlZGZYtW4YVK1bgk08+wezZs9HY2Oifrc9pQirnmz9/PkpKStC3b1+cOHECL7zwAt5++228/vrrSEtLw0033YSysjKkp6cjNTUVt9xyCwoLCzFq1CgAwIQJE5Cbm4vp06fj0UcfRU1NDe6++27MmTPH9EA0IqJoYKXnjk+izozZREQUOrtzafv27Rg7dqz/dVlZGQCgtLQUFRUVuPbaa3HkyBEsWLAANTU1yM/Px/r16w1jVp0ipEbU4cOHMWPGDHzxxRdIS0vD0KFD8frrr+OKK64AADz++ONwu92YNm0ampqaUFxcjKefftp/vsfjwauvvorZs2ejsLAQycnJKC0txf3336/2tyIiok6D2URE5HxjxoyBpmlnPGbu3LmYO3euTXdkjUsL9ts4UH19PdLS0lBTW8vyCZtxYgnqLOrr65GVmYm6ujpL3zPt31fb9lYjpZu56zScqMfw83Is3wuFV/t/a/53IqJwUfE9w1xSw/Q6UUREJI/lfERE5CTMJWvYiCIisoGVCSI4sQQREanGXLLG8ux8REREREREnQmfRBER2cHKuhrs8CMiItWYS5awEUVEZAO3q20zey4REZFKzCVr2IgiIrKBC+Y77phVRESkGnPJGo6JIiIiIiIiCgGfRBER2cDtcsFtsvjc7HlEREQdYS5Zw0YUEZENXLCwHofSOyEiImIuWcVGFBGRDdwwXz/NumsiIlKNuWQNPwMiIiIiIqIQ8EkUEZENXC4XXCbrJsyeR0RE1BHmkjVsRBER2YDrcRARkZMwl6xhI4qIyAYuCyvDs8OPiIhUYy5ZwzFRREREREREIeCTKCIiG3AWJKL/3979x0dRH/gff+8mJOFXgggk5AyC1S+IIqEgMdafJV8iUCvV3oFyisrBXY9YbawKrYLaVgQVUY+a0yti7wsn2hPqgVJprKaVCBKNIgInd1RQm4AiWYlCkt35/oHZZncnZGZ29mdez8djfJjZz8x+dtjdz7z385nPAEgmtEvRIUQBQBxwAS8AIJnQLkWHEAUAccAFvACAZEK7FB1CFADECW0OACCZ0C45x5BGAAAAALCBnigAiAOGTQAAkgntUnQIUQAQB1zACwBIJrRL0SFEAUAc8IsfACCZ0C5Fh2uiACANLV++XEOHDlVOTo5KSkq0devWRFcJANDNpVPbRIgCgDjwRLnYsWbNGlVWVmrhwoV66623NHr0aJWXl+vAgQPuvBgAQMqLZ7skpV/bRIgCgDjwejxRLXYsXbpUs2fP1g033KCRI0eqqqpKvXr10ooVK2L06gAAqSae7ZKUfm0TIQoA4sDjiW6xqqWlRXV1dSorKwuu83q9KisrU21tbQxeGQAgFcWrXZLSs21iYgkASBE+ny/k7+zsbGVnZ4es+/TTT+X3+5Wfnx+yPj8/X7t27Yp5HQEA3YeVdklKz7aJnigAiAOPYUS1SFJRUZHy8vKCy6JFixL8qgAAqYp2KTr0RAFAPBiB44vTbSXt379fubm5wdVmv/YNGDBAGRkZamxsDFnf2NiogoICZ88PAEg/cWqXpPRsm+iJAoA48BiBqBZJys3NDVnMGqusrCyNHTtW1dXVwXWBQEDV1dUqLS2N2+sFACS3eLVLUnq2TfREAUCaqays1MyZMzVu3DiNHz9ey5YtU3Nzs2644YZEVw0A0E2lW9tEiAKAeHBh2IRV06ZN08GDB7VgwQI1NDSouLhYGzdujLigFwDQjcWxXZLSr20iRAFAPBjG8cXptjZVVFSooqLC2fMBANJfnNslKb3aJkIUAMRDnH/xAwDghGiXosLEEgAAAABgAz1RABAHx++r4eyXO4/T4RYAAHSCdik6hCgAiAeGTQAAkgntUlQIUQAQDzRWAIBkQrsUFa6JAgAAAAAb6IkCgHjgFz8AQDKhXYoKIQoA4sEISAEaKwBAkqBdigohCgDiwGMEopgFicYKAOAu2qXocE0UAAAAANhATxQAxANjzwEAyYR2KSopHaK8bcfkbTv21xWerjvWDAtlLHNzXymGm6wh3bn+HjeM44vTbZEy2rZXq61P70RXo/vwZihz1ARJx4+9Av4EVwiInbYjze7tjHYpKikdouTxhgQZVwOS2XMBgFP84tdteHv2lrcnISpuOrTP3pxefF6Q1rxu/kZAuxSVlA5RnrYWebrqiQpf5/FY2LHJfiy8WejlAgAYba0y2loTXY3uo+OPqW2tnNwhrfHdkjxSOkQZHk9ocHEaPBxu51poIjABac9jGFHMgsSwiVTiyewhT2aPRFej++jQhnoyexCikNbc/G6hXYpOSoeo8OF8pr1MDgIKPUoAXMewiW7DyOotI7tP5wW8tAuu6tD2Gz37cq0G0prR5uL3B+1SVFI8RHlCgxM9SgCSFY1Vt2FkZsnIzOq8AG2FuzqGqIwsQhTSmpFxgu8W2zujXYpGiocoJpYAACQXI6uXjCwmloifDiEqs6ckQhTSl9GjLdFVwNdSOkQZHq87wYmABCDW+MWv2zC8mTIyUrp5TTEde6IyRYhCOjO8Ln630C5FJb2+5QlDAJKUxwhEcQEvjVUqMTKzZWTmJLoa3ZKRmZ3oKgAxZWS2uLYv2qXopHaICp9YAgCSVSBwfHG6LVJHPNsmK7ft6E68GYmuARBbbr7HaZeiktIhyuNvkcffRSK30JAxsQQAwC3eLw/Jm3GCe7k4vh1HEgSmpGznPFKfPEmS9yufGM6HdOY9+kWiq4CvpXSIipCUX+4AoOMzhjmdNYzZxlKLN8P+r8UxbL9iOulSUuhwTZTHK1dDFNPRI8m4e00U7VI0bH07LFq0SOeee6769u2rQYMGaerUqdq9e3dImaNHj2ru3Lk6+eST1adPH1111VVqbGwMKbNv3z5NmTJFvXr10qBBg3Tbbbeprc3BbCPtQyZOMHSiffKJEy2OnstsAYDOtF/A63RBp5KtbTK8mSdevp4CPWTJyHS2mO0rbFFGZmosmVkOlw43H83sEcV+TBZvJgtL8i1uoV2Kiq1/iddee01z587Vueeeq7a2Nv3kJz/RxIkT9f7776t37+PTuf7oRz/Shg0b9NxzzykvL08VFRW68sor9frrr0uS/H6/pkyZooKCAm3evFl/+ctfdN1116lHjx667777onox6f9rG4BUxQW8sZN0bZPHqxP2YHA7jsTjOCFVufjepV2KjscwnPfHHTx4UIMGDdJrr72miy66SE1NTRo4cKBWr16t73//+5KkXbt26cwzz1Rtba3OO+88vfTSS/rOd76jTz75RPn5+ZKkqqoq3XHHHTp48KCysrq+iZjP51NeXp4a//KJcnNznVb/r/gytSynZ09J0tGvvkpwTYDY8vl8yi8oUFNTU1TfM+3fV5/X/0G5ffs428cXR3RS8aVR16W7SHTbdPDP/63c3L5/fYDQFDPtP55m5/aXJB3zHUpkdYCY8/l8GlQ0LKr2gHbpuMOHD6usrExtbW1qa2vTzTffrNmzZ1vePqpv36amJklS//7Hv7zq6urU2tqqsrKyYJkRI0ZoyJAhqq2tlSTV1tZq1KhRwUZKksrLy+Xz+bRjx45oqgMAyYthE3GT8LbJraHeKTCM3MqQ+VguAKLQzdulvn37qqamRvX19dqyZYvuu+8+ffbZZ5a3dzywMhAI6JZbbtG3vvUtnX322ZKkhoYGZWVlqV+/fiFl8/Pz1dDQECzTsZFqf7z9MTPHjh3TsWPHgn/7fD5JkifQJk+gw3h1pzPxufVG4AsdQGcMI4qbGnIBr1VJ0Ta1filPS4eJJRy2Da6FhBhOjhDT+QItv/6/1sLjbxWz8yGdHX+Pu6Sbt0sZGRnq1auXpOPf54ZhyM4APcffrHPnztV7772nZ555xukuLFu0aJHy8vKCS1FR0fEHkuwXOQDolOGXAg4Xw5/o2qeMpGib4A4nv4inwa/jQNwkcbtUU1Ojyy+/XIWFhfJ4PFq3bp1pueXLl2vo0KHKyclRSUmJtm7daut5Dh8+rNGjR+uUU07RbbfdpgEDBlje1lHyqKio0Pr16/WHP/xBp5xySnB9QUGBWlpadPjw4ZDyjY2NKigoCJYJnxGp/e/2MuHmz5+vpqam4LJ//34n1QYApDHapk6031DzREs6iXaIEktyLeiWmpubNXr0aC1fvrzTMmvWrFFlZaUWLlyot956S6NHj1Z5ebkOHDgQLFNcXKyzzz47Yvnkk08kSf369dM777yjvXv3avXq1RHtwInYGs5nGIZuuukmrV27Vq+++qqGDRsW8vjYsWPVo0cPVVdX66qrrpIk7d69W/v27VNpaakkqbS0VL/4xS904MABDRo0SJK0adMm5ebmauTIkabPm52drezsbDtVBYCkYgQCMhyerDrdrrtI+rbJyomgyWiKWM5+FTFUMKXfYx0GFQYCEsP53JMM98kiSIVy8Xi40S61D2Nu59Y5+6RJkzRp0qQTllm6dKlmz56tG264QdLxyYA2bNigFStWaN68eZKk+vp6S8+Xn5+v0aNH649//GNwAqKu2ApRc+fO1erVq/Xb3/5Wffv2DY4Tz8vLU8+ePZWXl6dZs2apsrJS/fv3V25urm666SaVlpbqvPPOkyRNnDhRI0eO1LXXXqslS5aooaFBd955p+bOnRuXoGTWKHFxKoCYax8C4XRbdCrp2qaubmDpMbmSyOmJkcP2KxWmJ6ZtTgIpHa7TlJufXRfapfBhzAsXLtTdd98dZcW61tLSorq6Os2fPz+4zuv1qqysLDhhUFcaGxvVq1cv9e3bV01NTaqpqdEPfvADy3WwFaIef/xxSdIll1wSsv6pp57S9ddfL0l6+OGH5fV6ddVVV+nYsWMqLy/XL3/5y2DZjIwMrV+/Xj/4wQ9UWlqq3r17a+bMmbr33nvtVOW48K7eRH/hmr2xE10nAMmBEBUzSd82RTxuss5pWxHL6xLMwl4cWQ96HSaWCLSJniiks5AJ1aLlQru0f//+kCnO4zVy7NNPP5Xf7zedEGjXrl2W9vHhhx9qzpw5wQklbrrpJo0aNcpyHWwP5+tKTk6Oli9ffsIxjKeeeqpefPFFO08dU+Ff1K7++kWwAoCYSra2yWMYtnt6En7abzpzbcJrZZ9hKAmOJhA7Sfa5zM3NtXyfqHnz5mnx4sUnLLNz506NGDHCjap1afz48ZaH+5lxPMV5UnIpsMR8yF/4/glVQNoz/H4Zfme/+DndDgkSaDu+2OBJ1XYgGerdocfMY7Ql3Ukm4CaPiyMT4t0u3XrrrcHRAZ057bTTLO1rwIABysjIMJ0QqLPJgNyWXiEKAJJVNLOgcV1CaulOs4rF8nU6uE/U8WNPiEIac/WaqPi2SwMHDtTAgQOdPV+YrKwsjR07VtXV1Zo6derXVQqourpaFRUVrjxHV9I/RLnU6xPT3imG/AHpLxCIYux5NzkhTxMef5s8fhevW4hWMsywFksde6L8LYQopDWPv8W9nSVxu3TkyBHt2bMn+PfevXtVX1+v/v37a8iQIZKkyspKzZw5U+PGjdP48eO1bNkyNTc3B2fri7X0D1HhUiWwMOQPAFJT+MXaif7+TqfhoGaTXXQ8vgGj+/QConvqJj+qbdu2TZdeemnw78rKSknSzJkztXLlSknStGnTdPDgQS1YsEANDQ0qLi7Wxo0bIyabiJXUDlHh08g6nUnIYWCJ6YQU4VIl/AEwZQT8Mhz+4ud0OySGJ9Dm7gxaySQZ250OdfL4WwlRSGsef6tr+0rmdumSSy6xNGlQRUVF3IbvhUvtEJVkuAcVgE4ZUYw956QwtQTapI4nOt6MxNXFbcn4XgzpiWpLzjoCbnEzvNAuRSW9QpRZYnXSO+Virw/XUgGQkvsXP7jLaGuV0dbx12L3fjnu9swCaYd2z2ijJwrpzegmPVGpIL1ClJnwYJXgmwcCAACHzE7cPEbo44QopDPCS9JI/xDllhj2TnEPKqAbcOHO8EgR0fxbwz5CFLoTN79baJei0v1ClFtD/gDADu4T1W1EcwPLaHky0uj6KwCxRbsUle4XotzEPagAWBTvO8Oje+qW75UOTZoRzX1vgBTg5mecdik6hCiJ66YAAO6J5tddONChzebYI93x/k4ahCgAiIckvjM8AKAbol2KCiHKTakydC5V6gmkEy7gBQAkE9qlqBCiklRMZ/ADEHdGIHD8eg2H26ay/fv369prr9WBAweUmZmpu+66S3/7t3+r3bt3a9q0acFyu3fv1n/8x39o6tSpiausG7guJ3GYGRHpzsX2oDu3S24gRAEAYiozM1PLli1TcXGxGhoaNHbsWE2ePFnDhw9XfX29JOnIkSMaOnSo/u///b+JrSwAABYQogAgHrrxsInBgwdr8ODBkqSCggINGDBAhw4dUu/evYNlXnjhBU2YMCFkHQAghrpxu+SG1B4j5vGELnDOCIQuANxl+P/aYNldjNg1VjU1Nbr88stVWFgoj8ejdevWmZZbvny5hg4dqpycHJWUlGjr1q2Onq+urk5+v19FRUUh65999tmQoX2pzAj4WeK8dHXsAZhI0nYpVaRXT5RZkDK7uW48MYkDACXv2PPm5maNHj1aN954o6688krTMmvWrFFlZaWqqqpUUlKiZcuWqby8XLt379agQYMkScXFxWpra4vY9uWXX1ZhYaEk6dChQ7ruuuv05JNPhpTx+XzavHmznnnmGZdfHXAcQQrpws33crK2S6kivUKUmTTpoYrpDXkBxJ4LU8n6fL6Q1dnZ2crOzo6qWpMmTdKkSZNOWGbp0qWaPXu2brjhBklSVVWVNmzYoBUrVmjevHmSFLy2qTPHjh3T1KlTNW/ePJ1//vkhj/32t7/VxIkTlZOT4/yFAADsYYrzqHAWDgApoqioSHl5ecFl0aJFMX/OlpYW1dXVqaysLLjO6/WqrKxMtbW1lvZhGIauv/56ffvb39a1114b8Xg6DeUDAHQP6d8TlWj0FgGQXLmAd//+/crNzQ2ujrYXyopPP/1Ufr9f+fn5Ievz8/O1a9cuS/t4/fXXtWbNGp1zzjnBa67+/d//XaNGjVJTU5O2bt2q//zP/3S76gCAE3GhXerOCFEAEAeG3y/D76zRad8uNzc3JER1Zt68eVq8ePEJy+zcuVMjRoxwVB+7LrjgAgU6GfqRl5enxsbGuNQDAPBXbrRL3VlqhyiPN7Snh1nlACSrQMD5GHKb29166626/vrrT1jmtNNOs7SvAQMGKCMjIyLoNDY2qqCgwFa9AABJJI7tUjpK7RAVzmzoHMEKQDczcOBADRw40JV9ZWVlaezYsaqurtbUqVMlSYFAQNXV1aqoqHDlOQAAiLf9+/fr2muv1YEDB5SZmam77rpLf/u3f2t5+/QKUWbCg1UsQxXXPwHoTJKOPT9y5Ij27NkT/Hvv3r2qr69X//79NWTIEElSZWWlZs6cqXHjxmn8+PFatmyZmpubg7P1AQBSUJK2S/GSmZmpZcuWqbi4WA0NDRo7dqwmT55s+abv6R+i0gTTmQOpLZqbfsbyHjfbtm3TpZdeGvy7srJSkjRz5kytXLlSkjRt2jQdPHhQCxYsUENDg4qLi7Vx48aIySYAAKkjWduleBk8eLAGDx4sSSooKNCAAQN06NAhQlSnGPIHIAGS9aaGl1xyiQwLNyWvqKhg+B4SzuPNiFzZYZ3p40AacfM9nqztkiTV1NTogQceUF1dnf7yl79o7dq1wSHlHS1fvlwPPPCAGhoaNHr0aD322GMaP3687eerq6uT3+9XUVGR5W1SOkQZHm9ID43ZDWktoZcHAJCmCBYAUk1zc7NGjx6tG2+8UVdeeaVpmTVr1qiyslJVVVUqKSnRsmXLVF5ert27d2vQoEGSpOLiYrW1tUVs+/LLL6uwsFCSdOjQIV133XV68sknbdUxpUMUAKQKI2DI8Dv9xa/rniKkP8IQADe50S75fL6Q9dnZ2a7cw3DSpEmaNGnSCcssXbpUs2fPDl6fW1VVpQ0bNmjFihWaN2+eJKm+vv6E+zh27JimTp2qefPm6fzzz7dVx7Tqgmnvmeq4AEAyMPyBqBakD483w9ECAG5yo10qKipSXl5ecFm0aFFc6t7S0qK6ujqVlZUF13m9XpWVlam2ttbSPgzD0PXXX69vf/vbuvbaa23XgZ4oAIiDZB57jtgiAAFIRm60S/v37w+5CbwbvVBWfPrpp/L7/RETHOXn52vXrl2W9vH6669rzZo1Ouecc7Ru3TpJ0r//+79r1KhRlrZP+xAV3hvl+LqpOKMXDQBSEz1HALqL3NzckBB1IvPmzdPixYtPWGbnzp0aMWKEG1Xr0gUXXKBAFD9Spn2IAoBkEM2wPIbzAZ3wZoTMzifCK9Kd170f2ePdLt166626/vrrT1jmtNNOs7SvAQMGKCMjQ42NjSHrGxsbVVBQYLtuTnS7EGXWw5MqvVMAUhchCkmN8AF0O/FulwYOHKiBAwc6er5wWVlZGjt2rKqrq4NTnwcCAVVXV8ftdhzdLkSZSdUhfwBSh+H3K+B3eFNDh9uhGyIMAbAomdulI0eOaM+ePcG/9+7dq/r6evXv319DhgyRdPzm8DNnztS4ceM0fvx4LVu2TM3NzcHZ+mIttUOUxxt6jyeXwk+8e6u4/gkAEIFABKCb2rZtmy699NLg35WVlZKkmTNnauXKlZKkadOm6eDBg1qwYIEaGhpUXFysjRs3Rkw2ESupHaLiiGGAAKJhGFHMgsR3TfojMAGIs2Ruly655BIZRtf3SKyoqIjb8L1w6RWizHp06EECkAS4JgpBBCYASYB2KTrpFaIAIEnRWAEAkgntUnQIUQAAxBI9T4nn4rTQQELxXk4a6R+iwofccW0BgAQwAkYUd4bvelw40C2YnUB2XOf1SuLzAlhBuxSd9A9RAJAEAv6AAg6HPzjdDkgp/MIOxBXtUnQIUQAQB4w9BzogMAEJR7sUne4XouI8gx8AAACA9NL9QhQAJAC/+AEAkgntUnRSOkR53vhPeXr3DP7t7XtSRBlv776h2/TsG1HGyMgK/TuzR+SThZWRJMMbdvhMZmAyvZdU+DCG8P1IET1mlu9JFV7O43G2XRe9c55AW2zvk8U9uJBmkvmmhnBZZqZk1o4AQBKhXYpOSoeozGFnK7Nvnw4rIhut8KATMAlDESfsboYhM1YCkpUQYTUgOdm3iY71jCpAEZDQDfGLX/fh6XuyPB3bpvDHY3ny4XTfVrcL+J3tP+LpXDwGHdoUT1aO5G91b99AkvH0cO/9TbsUnZQOUUZ2bxnZvf/6t1mICQ9EJifwEYEgw1kYsrRvK/sxLZO4wAQAsM7okS2jR3bnjzvcr6Xw5TScGBZrZaEOVurpWpA0AqEhKrOHlOHwvlwuBcRk5GpoRWJx37mkkdIhKpCTq0DH4XkOe3RcCzqm2zkMP249v4m4ByQCGcAvft2Ikd1HRnbk0HH7Owr9d7cUc8zCkNNQYyXomJSxMszH1UDYcZREj57uhqE4DlmKZQ+lS2ciSAKeHu69v2mXopPSIcrI6BFxPVOXEh2GTPcdu5BBYAKSQyAQUMDhr8FOt0NiGBlZMjJttk0uhQrzE3GTX67DA5rhbOZap+HLNGiFr8vouj3xGIHQ9tnrkTwmr9fpZyh8X1Z77Bxw3F5zbUq34uZ5He1SdFI6RMmb0XW3Zhqf1Cd8yF2inx9IIfzi1304+YHPUi+E16VwIjkPZAkOXxHP7/GGhCjDm2kedDzOPkMxvX7NrZNQs9CYaDEMm92emyOTaJeiktohyuPlRB4AkFzC2yYrPTMmbVnECbyV+xxabRPDiznuqTEbpWFvtte/7svCdjZnko1W+L+Lq6HKyg2HU/XX/liO3kkGhEQoxUOUZ/smeXr3Cv7t7ZUbWaZn79C/s3pGlDEyQmf1Mx2GYTJpRUynOA9n9Xovtyap6GI/HiNgPhberVBLOEaaOf6Ln7Ox7Pzil1oyD+1TZmuH2fmcnlBaOclORrE88TftZeowsURri7vBiqFyjsS0B6+b8wTaXNsX7VJ0UjpEZQ4oVGafDiEpM3I2pPCAFLAQkExn+TNpBCNDlMOgkwyz+jkILQkfTgikECMQxf04UvXX6G4qYna+RP+4FO8p1a1U06U6RVwTleGVDBd7QQJp3KOSjNd3oUum56hO90W7FJWUDlH+3AL5+3acnc/ky87KPZnCw4/jHp4YhiHT7VL0PlFm+MJFmjMCUYw9p7FKKYHsPgq4MTufBa5OFW6pnIUTb4d1cvJajLAQZWRkOQ8HTgOh033DNd2q58vpFP4maJeik9Ih6vjFux16mqz2BMWojOVg4SQwxDkwAQAc8mZav99gO4cngYaVs3wrk0hYfkYr9bRQJ4fDwU2vE+vYPnq8Mp0M3srxjWVPX7zb4u4UKtS9er6602tNdrZDVE1NjR544AHV1dXpL3/5i9auXaupU6cGHzcMQwsXLtSTTz6pw4cP61vf+pYef/xxnXHGGcEyhw4d0k033aT/+q//ktfr1VVXXaVHHnlEffp0fod308p/vl+ZrfaG8xlmDZuV4XxmswBaGJZnKdhZ6PlyHNAMk7GuDq+J6th4dfarT0ynaOWLA6ksilmQxNjzE0qmdkmSvF8dljfzBNctxPIHNzfFu5fL6b46tmn+Fsc9UUnZm8Gv/Qjj8bt3TRTtkvS9731Pr776qiZMmKDf/OY3tra1/Q3d3Nys0aNHa/ny5aaPL1myRI8++qiqqqq0ZcsW9e7dW+Xl5Tp69GiwzIwZM7Rjxw5t2rRJ69evV01NjebMmWO3KjIyc2T06PnX5eueqdAlM2SR12Rpn0npRIsVXm/kAgCSAv5AVAs6l0ztkikr7YnTdiedtU9g1HFxyGMEulxiKhBwtgAxRLsk3Xzzzfr1r3/taFvbPVGTJk3SpEmTTB8zDEPLli3TnXfeqSuuuEKS9Otf/1r5+flat26dpk+frp07d2rjxo168803NW7cOEnSY489psmTJ+vBBx9UYWGh9cqE3SfKtJcphpM4xLNL1ewLPqbPb2VqWRNxryeQIriAN3aSql1yyuF3rqvPF8/9uDmxRIfBiMdnjnVxwoRU+Owx3Xb34uK/N+2SdMkll+jVV191tK2r39B79+5VQ0ODysrKguvy8vJUUlKi2tpaSVJtba369esXbKgkqaysTF6vV1u2bLH1fEZmVshi2ssUthgeb8Ri6dc/k1/EIn7FcvorktmvbRZ+fTP9Jc3Kr3aGEbmkAhd/lQTQPcS7XZJk7TvdyhJoS/rF43Txu7PI7w8dVuQPfL3OpSWQAouF95LjfyeWpFy6g5qaGl1++eUqLCyUx+PRunXrTMstX75cQ4cOVU5OjkpKSrR169a41dHViSUaGhokSfn5+SHr8/Pzg481NDRo0KBBoZXIzFT//v2DZcIdO3ZMx44dC/7t8/mO/0946HHrehw3f/0zC1Lhu7fyfE5/pbS6XXiQMrtuquO+jIDl4xTeO+Vqz1Qs/+0AF3Fn+MSIVbskdd42hQ8Pi+fPVK4OS3Prl2Y3Z8uzso2F7ZLy+qdkrBOSj4vvk2Rul9qHad9444268sorTcusWbNGlZWVqqqqUklJiZYtW6by8nLt3r07+J1eXFystrbI4Pnyyy9HPcogJWbnW7Roke65556I9YY3I2QSiNhO9Wp2ch5azvT5zYYBhhdz8bw/PPqYBhYr9TS9oWHY3pNxyF+8h8QAFhl+Q4bf2cmk0+0QW521TWprPb58LRnvNBT3qdFjua+ON9v1d3Kz3YCzG4omWroMmYJ7jLYW9/blQrsU7Nj4WnZ2trKzIyd6s+tEw7TbLV26VLNnz9YNN9wgSaqqqtKGDRu0YsUKzZs3T5JUX18fdV0642qIKigokCQ1NjZq8ODBwfWNjY0qLi4Oljlw4EDIdm1tbTp06FBw+3Dz589XZWVl8G+fz6eioqKIcnG/9sZK742JiJ4ZK5nN6msL25lZjSwFKzdn2XMQrLiOCukmEHB+IW6AEynHYtUuSZ23TRFDbpyOGoglt54vhuHEcoDoeA/Dttb4H8sUDWhIUS6+39xol8LPxxcuXKi777472qp1qaWlRXV1dZo/f35wndfrVVlZWXCodqy5GqKGDRumgoICVVdXBxsnn8+nLVu26Ac/+IEkqbS0VIcPH1ZdXZ3Gjh0rSXrllVcUCARUUlJiut9OU23YxBKmvScudetby+lm4aTrKcZNg04ce6skk9DSVbLrbHhGV8MApeS4XwYhDegWYtUuSZ23TUZbi4zWYyZbnAAn4taYHaeO3+dtnfREAekiyb4r9u/fr9zc3ODfbvRCWfHpp5/K7/ebDtXetWuX5f2UlZXpnXfeUXNzs0455RQ999xzKi0ttbSt7RB15MgR7dmzJ/j33r17VV9fr/79+2vIkCG65ZZb9POf/1xnnHGGhg0bprvuukuFhYXBe3aceeaZuuyyyzR79mxVVVWptbVVFRUVmj59enxmQHLI0hA0F69bihiWZ3WEocNwkGw9Qczyh3RjBAwZAYfDJhxu110kXbvUfsF/IiTZCRaA5OVGu5SbmxsSok5k3rx5Wrx48QnL7Ny5UyNGjHBUJyd+//vfO97Wdojatm2bLr300uDf7UMZZs6cqZUrV+r2229Xc3Oz5syZo8OHD+uCCy7Qxo0blZOTE9xm1apVqqio0IQJE4I3NXz00UdtV97wZoZeE2U6Y0nXQSf85NzqWHFLwcNy+glnYVie012bsXAMQj5mnU0skSrXUiW6dwzdTsAvBbzOGivOi08smdolSTJaW2S09ui6INzRcZBEIMAHBmnN8Ls4nC/O7dKtt96q66+//oRlTjvtNEv7GjBggDIyMtTY2BiyvrGx8YTDsN1kO0RdcsklMk4w047H49G9996re++9t9My/fv31+rVq+0+tcmThd3Q1uh68gfzIXfudP1bPsmP5wm8Cxfq2tp3qoaRdHotSEqGPyDDm5yzIKW6pGqX3MS1cBZ1+KGOm9Qi3bn4/o53uzRw4EANHDjQ0fOFy8rK0tixY1VdXR0cVRAIBFRdXa2KigpXnqMrKTE7X6fCpjg3u9muxx/eO9V1943VTB7TKVIjTgi6HvInmV1L5d4EER2fz2MErPcC2Z0+XUqO6dMBwIm2tpDZ+RBDHa+LBpA2uhqmLR0fdTBz5kyNGzdO48eP17Jly9Tc3BycrS/W0ipEmYkYqmdayllvldNhgFb2nfDeqTjPzpeUGPIHFxl+Q4bDYRNMcQ50InxMUSKvRwPiwdWeqORtl7oapi1J06ZN08GDB7VgwQI1NDSouLhYGzdujJhsIlZSOkRF3CfK7JqosN4pI6JnyixYWbzYyK1eEBdPzq1Nn+7O8zm+RilVrpsCXBTwG1GMPSdEpRIj4JeRRCfyHnprAJhI5napq2Ha7SoqKuI2fC9cSoeoiJ4oKyfLJgEiosPBdEOHszgw1SoAcU0UEieWgY6ABqQu2qXopHiI8oT0YHTslQoWCe+dMikjT1jvjaXeKsk8WIVz2juVhPe47xgIO5udDwDQbbgZ0AhkAFJJaocoCyxdExXeW2Sht8p0X6aF4huGknLoWrpcW5RO13sh7gKGoYDD+3EELAxpAADADtql6KR2iIqYWMLZzHue8N4p05Nlk2ttwsuZXOwX0xn8AKQOvyHD47DR4ZoopBB6lIAUQbsUlZQOUYbHG9Lz4nTmvfC3gZvBx6xnyK39W+p1cmkSiaRATxBSWMAfUMDkxxir2wLJiMAEpC7apeikdIiKGacn5qb3+mW2OABAciMMAYA9qR2iwm+2a1YkYo1Zb0Zo42Hp+qfO6hOxzmRnVnqirNwHwGkvkxtTsadQEGTacyQDI4phE9wnClYRhhBzvMcSy8URRrRL0UntEGWBo4klTE6wLQU0q8P0wvdvtl06DcMDQGOFqBGQEoBjjjRGuxSd9ApRZr0LFm6I6/RmuxHXUp2obsmOnhkgphh7jhNJ64AU69fWcf/pfBwBl9EuRSe9QlQsmU5VbmHmP7N9WZnym1n9ACAtpXRgSuW6A4CL0j9EWRg652jIn2QSrBwOA3STW/dkcrNnysq+wu83kIw3GzbDjIGwyDAMGQ7vx2FwP46UlvDQlOjnB5CUaJeik/4hKpzTXh8Xe4siQpubvU7JeAKfLjfbBaIQ8BsKmP6sYm1bwBICEwCLaJei0/1ClAWW7+0UUc7atVTOrtMywZA/IGUYfkOG6XeEtW2ROjzejMT3PgFILm5NGOb27Hy0S44RoiRHQ/6kKHqQrMzOBwBISUbALyPgD/5NoELaY0ZhdEOEKDNuDvkzS/gR1/9YmPnP6bU3TqddTxUOhwqGH0/uG4VYO/6LH1PJAkhDVu5tmYy6efijXYoOISoKjq9tCp80wcLFeY57wggH8cc1YDDB2HPERYcesCB6wgBzqRj+XKwz7VJ0CFFWxXtCiu4+5M8sWKbKjH2ACSMQkOHwPWykYkOPICMs2MR9eB/BCoAJ2qXoEKJc5Ly3yOQNHMveqURLwmnBzY4bQ/zgJn7xQ7vwUCUlQbAiVAHdDu1SdAhR0XDaW+RkO4s9WjGdPt2ChIeRJAxoSVknAEkl4cHKrLfKDGELACSZzr8NNxkeb8RiiccTuuB471z4AqQII2Acv4jXyeLwZohIbe2z/IXP9pdQAX/oAiBldYd2af369Ro+fLjOOOMM/du//Zur+6YnKhm4eCPflMVkDEh3/oAMw+EPIow9Ty1GIPTfLJ1nAON6KyB1pXm71NbWpsrKSv3hD39QXl6exo4dq+9973s6+eSTXdk/IcpNsRxyZ9ob5fBGvt09oEmWQlpMp0FniF+3E/AbCjjsPQ2kyC9+6ET4yYbDUGWlNyop7kllpYcqGeoJdHPp3i5t3bpVZ511lv7mb/5GkjRp0iS9/PLLuvrqq13ZP2dtycrjDV1c3M7xEEMAANwQPiyQoYEAOqipqdHll1+uwsJCeTwerVu3zrTc8uXLNXToUOXk5KikpERbt24NPvbJJ58EA5Qk/c3f/I0+/vhj1+rI2XOshYcasxvrunXdVJJeO+UxAiGLq+J4jVT46+h2PXqIiuNx518vSCOBQOTikvDrqJLmWiorCFVAXCVzu9Tc3KzRo0dr+fLlnZZZs2aNKisrtXDhQr311lsaPXq0ysvLdeDAgZjWrR3D+VJFjO9TlehZ/SLEerhbMl6DlYx1gmsCRhTDJphEBQDgMjfaJZ/PF7I+Oztb2dnZUddt0qRJmjRp0gnLLF26VLNnz9YNN9wgSaqqqtKGDRu0YsUKzZs3T4WFhSE9Tx9//LHGjx8fdd3acZaWCA6G3Fnftzs9Uyk75I8Z/JCk/IYR1YI0F8PeKQAw40a7VFRUpLy8vOCyaNGiuNS9paVFdXV1KisrC67zer0qKytTbW2tJGn8+PF677339PHHH+vIkSN66aWXVF5e7lod6IlKZTHunULXEn5fLABJJ3wYXaIne0j4PagApK39+/crNzc3+LcbvVBWfPrpp/L7/crPzw9Zn5+fr127dkmSMjMz9dBDD+nSSy9VIBDQ7bff7trMfFKKh6jMPZuV2ad38G9vn34RZYzM0H9Mo0dO12W8Joclw2RdWDnTk2crJ9RuXstk5RfrBAcmx8EjlkP8knG2vGSsExzzG8cXp9sidQRGTVSgw0kFLHLQNrW3J+2tsf/089x9LpfaVMdD5OO9nVPp8kNsCvQAB774wrV9udEu5ebmhoSoE5k3b54WL158wjI7d+7UiBEjnFXKxHe/+11997vfdW1/HaV0iAp8dUQB74nf8N7eYf+wZl+IgbbQvzMjg1ZEGUWGLY+FoCWZBAazN3CCT5YTfk2Um8z+zZN0Eg6kr2iG5TGcL8UYgROfVPJjSPylU5uG2DG7/UAKBCun4t0u3Xrrrbr++utPWOa0006ztK8BAwYoIyNDjY2NIesbGxtVUFBgu25OpHSIyig8XRl9+5ywTCC8sXLaW2TyZom4j5A/MmiZ8VioU3c7ZXJ8T6ZYTsbgcN9xvb8UJ2Mpg56o7qPL2TuTYRhwPJ8vVQJMOv1YEfFjbYr8GySjNA5W8W6XBg4cqIEDBzp7wjBZWVkaO3asqqurNXXqVElSIBBQdXW1KioqXHmOrqR0iArk5CqQ0/evK8y+JJx8KZr1UnQyNXkIF+9KH9MTcQBA7IT3RDm4ubfpbmN9w+8UkFajJJC6ws/30iRUJZMjR45oz549wb/37t2r+vp69e/fX0OGDJEkVVZWaubMmRo3bpzGjx+vZcuWqbm5OThbX6ylfojq2WG4nllgCvvCNf0CDl/n5pc04ceRmF83Ff5esTK8z+E1SjGdfILrplJGIIphE0xxnmLCZwY1wiZ2cDic2OkgZH6EA2IsRXurkrld2rZtmy699NLg35WVlZKkmTNnauXKlZKkadOm6eDBg1qwYIEaGhpUXFysjRs3Rkw2ESspHaIMb2bIdUnmASm02TEMZzPTxfvXLxo9IL34FcWwCVdrgpjr6pooq3cXCQ9bLv6QEy4Z25yk7HVKxjqZSZV6IqGSuV265JJLZFgIahUVFXEbvhcupUNU+H2WTBsBlwKS4dZQQSklvtzMjmWiG7SY9k45nXyC3ilY5DcM+R1e7cjEEqnFE/DL03EyorDPn/V/TSufW4ffyy7dYN3N8OVaG5MCbSyQDGiXopPaIcoKC1/wVt4G5qfTTr+ouaDXLVw7BiDpdNETZdaeWPoR0K2hyVb3bUGif1wDgERJ/xBlhdOg5XQYRXgb5/g+EBbin9NZ7syKhPX6pXTjmYQnJ8zql978hvPhD8zOl2ICbVLH2VrDr5cw6+m3MHOstbeBi0MFTbdLsu8Op9c0x/BX9LjfEwqJlwLXP5mhXYoOIcoqh8PGLA2LczgM0dpwM4vv8jSZDjW2w+S43xSco7HqPsKnOI/4WnL4lWSpByuWk+uY7T/ZQhUAy2iXokOIcpPFMBTe6Jn3Vjm81idiPyYNo0u/wCXjdVOOxfI6omS8bgpxx9jzbiRsOJ+lwQcuBSvL1wbH8rrQrp4rGvFuY1K1TYsljknaoF2KDiEq1ty6JsvNoGUlWDnsHUvGYOXahBRWfs2VUqN3iskngJjx+Nvk8bcG/+44i6wkeTxmExWZ3Isww34TbbWtcG1ooFtBK9Y44YObUnT4HtxFiEoGFgKL43Bi+VfJ8PHxZuHAG/r/ydAwOpTwCSlc6p3iuqnUEYhi2ESA87/UEmg7vnwtorfIa9b0mnwnhJ+oWflIxvsazGT8Iam7BaYUbouRWLRL0SFEJat492BFnEC711tlafiiFTEcNmKptyoJrzVgqvTUwbCJ7sPT1iJPW0vwbyOj65u+mwWriG8Os96q8M+k2U0/LUxaYXq9lck6S/t2+n514zrfaD4rDtumtJ5IIhXq6KZu1sNEuxQdQlSas9yDZSkweEL/Pxk/QMl44p+Mv9Qi7riAtxsJ+I8vX/OEBRuz+w6aBisLE1JYut4qw+E9FE3WOf5xyYp4tindLRwAJmiXokOISmWJnjHQNAgkwdBEK2XcGjrnuN4WglUyTkiRjCEVSDKetqPytGb8dUX458YbedpiZJoEq7DeKfNbbYSuNf266TjderAODnvtLZRxfG4Vy+8Sl0JTUvQ6xTIApnO47Ga9TIg9QlS6i9WMgXauibLwy6VrQ/6sSrahc1Yl4z2oYMnxX/ycDptwuTKIKaOtVUbbXyeW8HgzQguY/ZBkEnTC/9lNe4bChwEakaVMt3Np2nXT1+L0+8bJj1JO7xNlUaInRoJDBCZLaJeiQ4jqjtyayMK0YbTyxeWwRyeWHPYoJfxaqmTorYr3FMcpimET3YfR2iKjtUfnBbytEas8PbJNdhT2D59h8lmLCBGRzbrp9VZhMwQaZqcDLn1srQ5edjRrqotcC0z0OrmLQBQztEvRIUThOJu9RYbH63zSCgtcvZYrzhwPA4zlfVsSPfMfuIC3OwkEQk/8AhZOU/wmwSrsM2g+nM/Cd6CFG1NZuiYrcjNzDn9IshJinH4vxbRHKRnDVzz37SYCU1zRLkUnpUOU4fHI6OKk0sM/sjNuTrseUc5Cy+z0Wq5Ycjh80XKvj5P7UqXKzH/0VqE7CQRCgpMRno9MrokyDVphJ5SeTJPerfDPlsm1Vaafv/DrrcwmuwgfhihFzBBo+p0Qfr2Vi5/trr7xXG8TUjXYJGNoIiAhzaR0iLIiPGQRqqJg4Zoo55NGhDeNbk7iEOcvbguBxbVhgAnurZLosbLKkLXBrp1ti9RhBPwyOs7OZ2Ubk3WesLBlmMwPEdFb5Tf5vrHwfOGTWEiSYTKlevi7ON7XW3X5fZ6M4UFK/8BEQEpJtEvRSfsQFc6s54pg5ZDFk2crF0dHsjaOJGLfbg4xdNowORxi6N6sVxb+XUzvA5bgSSvSvLeKYRPdh9F6VEZLh/dqZlZoAZOeKLNeHyO8J6pHZE+UEdaD5cmMHBaoTJPrrcIDmtnsgBa+T61cb2Xp/laS4xkDQ749DUOm35QJvt7KkkQ/v0QY6mZol6LT7UKUGXqr4su93iopPDCY/pqb6J4oMw6H88X1eqtk7K1K4SnWuYC3Gwm7Jioi6JhsYvrdFV7GQi+TaW+V2b7DW39/ZCnTt13EbIBWfvAyCWgmWznqwXJz5r9YSvTzE44sSYXZGN2sI+1SdAhRJrq6zqodYcsiC41cxJG0HLS6bnWtnJxYCx7JN+OS5VmvLJWycjLi3iyG4VztwUqRYIX0ZLS2ymht+esKf9hpikmPksyuP/KGvbfNrpuy0Mtlul1baI+VJyvHZLusyHXesJSWYTarX9g6k8+j0x6siP14vAr5JvS3yfQbz3EvVxylcNBJhfABuI0QFQV6sFzkNLA4mbRCFocYxvumijEMbRG/Vrs1sYWUnD1YSTg0kGET3UjAf8IZ+SImmpDkMZszIryM2b7aWkLLhIcqk/2Y7ctoORpZxiRDmU2h3uXzmQWmgMl9scI/k56uv288Hf57fJOAWQ0S3hGUjAg+oF2KDiHKRVxv5SKzXy7Nijm+d5WFYYCd1S1kwzj3Tjm+B1XXF4NHbGLl+SVrMwYm47Trce7BYthE92EEAiHXM1n6vJkFq7D7Qpnll8jhfC2RZcyut+piP1InwSpshkA3v0vCJ7cwf9ub/XDW8Zoo8xBltdcesCSRAZThfLZ873vf06uvvqoJEyboN7/5jav7JkTFmJWhgQQti8yClYVQYfovEL7SbFZgK/uxwuoXnqWhHBbKWBm2YiXAmJWxMjTT6nZG2Fe3lc9KlyVs1Mm0YMD8/13AL37dx/GJJTq8W8M/k6ZD90zWhU9pHj4sUJIywrYz+fwbJvv2hPeUWaxTyDBFSZ4eJukvbDuvyY2EzYbzRTyf2VDBiN4qb8h3h8d/TGbfFJa+A5z+iGL1VhNAkukO7dLNN9+sG2+8UU8//bTr+yZEJQGCloss9mBZ2EwyQv9dTDsurNXKZN8x/BXLShiL4Ug2qxfNR3Lpmiwp4h/U6rAVpmuHK9papba/BoKIEBN+rZNMJnpQ5CQR4VOeS5IRCN23p4fZGLyu921WJ9NZBMOGC4aHKknyhAW78Ik1ju/HZPxi+CyCFoYPGxmZoesCbTL7FjL9USiikMMfiRw3MoADnA/acskll+jVV1+Nyb4JUSnC6mQX4QhfiqJhDBsCZxbQzE7Ow4+5We+YaSILO6sxKxM+5bHp81sIDE4znJXeQNPNLPROudrzZeF9bzr8tsMQLJNrNqIRiGLYRICPcUoJfNWsgKfDfaIiQpRJD4/JZyQ8EJn2KIVtZ2UInlkdTPcd3sslyQibQt10qGBYnczLmPV8NXf5/BG9XJk9Qr4nvF82mfeqhU/NbvX7JvwaLLOePrd6uWIZtAhxplLyhzMXf4RN5nappqZGDzzwgOrq6vSXv/xFa9eu1dSpUyPKLV++XA888IAaGho0evRoPfbYYxo/fnxsK/c1QlSaY6bBKFhpdK0EJMNkaInZrFPhvSemJ/Gh6yz3jkXUyeG/d/gQPEme8K9g02uiHIah8BMWs+soLJwMWf71uGM5lz8T3WHYBI7zH2uVv8N715MR9tnOiHw/ek2CTvh9okyH6oYHDZOJJUwnubAQ7CKGE0qRQwpNg074vaRMAprJvsPDVsTrlyJ7xwL+kM+t0XLU/IvRwus1DZtOfuyxEMZMWZxB0LUTf0JbSk6uETEUNwrJ3C41Nzdr9OjRuvHGG3XllVeallmzZo0qKytVVVWlkpISLVu2TOXl5dq9e7cGDRoU0/pJhCh8zW5Pl9Oesc6kbIhz2DNjhekRCe8dM5vRzrQHK+w+NWYBLWydx29WxuTLO7xOZttZaKgcv6OchqguTnS8R79wWiNTfjm/ENe9JhPx8Kd7XlAvs1DytdLb/2/EOm+PyObYGxZQzMJX+Dqz/ZhuZ6G3yCxERfQOWbiWyrQn2iTsRZSzsu+MDMmbofa1/sOfyvTbM6JOnf/7hG5n4ThZ2ZeFgGTa82ZWztLzdV3G9N/Fyr5jOTTSqXiHtgReB+dpjextdiqZ26VJkyZp0qRJJyyzdOlSzZ49WzfccIMkqaqqShs2bNCKFSs0b968GNcwRUOU8fUJ9xdfuHuSg661thwf//7VUfc+xImQsqEtpsIaT5MeNI9h0sBGBDSTxswktHn8YddSmF034Q+7aN10P2ahreshlV05cqT56125815pcTyGMrptET/t75UL6jYpNzc3IXXYcEZJxLrxt1wasS4ifJkGpq5Dm9mJuLdH1yHKUhgx284sxGVkqKfPJ0n66pN9pr3IEXXwWAtD1oJdeE9j12VMmT6/s1BjLWhZqZOzcGI1EEY+n8Pt4rxv0wDq2s5PXM8vXGyb3GiXfF9/9tplZ2crOztyMhm3tbS0qK6uTvPnzw+u83q9KisrU21tbcyfX0rRENUens44/fQE1wRAuvviiy+Ul5fnePusrCwVFBRoVcPHUdWjoKBAWVnWJg1AYrS3TUVFRQmuSZif7Ep0DeLgx4muABBX0bRNbrVLffr0ifi+W7hwoe6+++6o9mvFp59+Kr/fr/z8/JD1+fn52rXrr995ZWVleuedd9Tc3KxTTjlFzz33nEpLS12pQ0qGqMLCQu3fv199+/bVF198oaKiIu3fvz8uv/yde+65evPNN+O2DytluyrT2eNm67ta5/P54nq8O6tTLLeP9phzvJP3eHe23uyY79u3Tx6PR4WFhVZfiqmcnBzt3btXLS2Rs5jZkZWVpZycnKj2gdhqb5sMw9CQIUP43Cbgc5uux5xzge73Hg//2822ya12yTAMecKGNp6oF2revHlavHjxCfe5c+dOjRgxIqp6dfT73//etX2FS8kQ5fV6dcopp0hS8B8vNzc3Lh/kjIyMqJ/Hzj6slO2qTGePm623ui5ex7uz54/l9tEec4538h7vztabrcvLy3PtmOfk5BCAuoH2tql9eAuf2/h/btP1mHMu0P3e452Vc6ttSkS7dOutt+r6668/YZnTTjvN0r4GDBigjIwMNTY2hqxvbGxUQUGB0yrakpIhKpHmzp0b131YKdtVmc4eN1tvdV08Rfv8dreP9phzvJP3eHe2PtHHHIgWn9v4i+cx51yg+73HE328Y2HgwIEaOHCgK/vKysrS2LFjVV1dHZz6PBAIqLq6WhUVFa48R1c8hltXTSeIz+dTXl6empqaEnYhb3fC8Y4vjnf8ccwRLd5D8ccxjy+Od/x1t2N+5MgR7dmzR5I0ZswYLV26VJdeeqn69++vIUOGSDo+xfnMmTP1r//6rxo/fryWLVumZ599Vrt27Yq4VioWUr4nKjs7WwsXLozLTCDgeMcbxzv+OOaIFu+h+OOYxxfHO/662zHftm2bLr30rzOLVlZWSpJmzpyplStXSpKmTZumgwcPasGCBWpoaFBxcbE2btwYlwAlpUFPFAAAAADEU2rcUhoAAAAAkgQhCgAAAABsIEQBAAAAgA2EKAAAAACwIa1D1NChQ3XOOeeouLg4ZIYPxMbevXt16aWXauTIkRo1apSam5sTXaW0tnv3bhUXFweXnj17at26dYmuVlp7+OGHddZZZ2nkyJH64Q9/KOblgRO0TfFF2xRftE3xR9uUGGk9O9/QoUP13nvvqU+fPomuSrdw8cUX6+c//7kuvPBCHTp0SLm5ucrMTPlZ9FPCkSNHNHToUH344Yfq3bt3oquTlg4ePKjzzjtPO3bsUI8ePXTRRRfpwQcfVGlpaaKrhhRD2xRftE2JQ9sUe7RNicO3CFzR/uG98MILJUn9+/dPcI26lxdeeEETJkygkYqxtrY2HT16VJLU2tqqQYMGJbhGAE6EtimxaJvig7YpMZJ2OF9NTY0uv/xyFRYWyuPxmHYFL1++XEOHDlVOTo5KSkq0devWkMc9Ho8uvvhinXvuuVq1alWcap6aoj3eH3zwgfr06aPLL79c3/zmN3XffffFsfapyY33eLtnn31W06ZNi3GNU1u0x3vgwIH68Y9/rCFDhqiwsFBlZWX6xje+EcdXgGRA2xRftE3xR9sUX7RNqStpQ1Rzc7NGjx6t5cuXmz6+Zs0aVVZWauHChXrrrbc0evRolZeX68CBA8Eyf/rTn1RXV6cXXnhB9913n9599914VT/lRHu829ra9Mc//lG//OUvVVtbq02bNmnTpk3xfAkpx433uCT5fD5t3rxZkydPjke1U1a0x/vzzz/X+vXr9ec//1kff/yxNm/erJqamni+BCQB2qb4om2KP9qm+KJtSmFGCpBkrF27NmTd+PHjjblz5wb/9vv9RmFhobFo0SLTffz4xz82nnrqqRjWMn04Od6bN282Jk6cGHx8yZIlxpIlS+JS33QQzXv817/+tTFjxox4VDNtODnezz77rPHP//zPwceXLFliLF68OC71RXKibYov2qb4o22KL9qm1JK0PVEn0tLSorq6OpWVlQXXeb1elZWVqba2VtLxZP/FF19IOn5h4yuvvKKzzjorIfVNdVaO97nnnqsDBw7o888/VyAQUE1Njc4888xEVTnlWTnm7RguET0rx7uoqEibN2/W0aNH5ff79eqrr2r48OGJqjKSEG1TfNE2xR9tU3zRNiW3lJxY4tNPP5Xf71d+fn7I+vz8fO3atUuS1NjYqO9973uSJL/fr9mzZ+vcc8+Ne13TgZXjnZmZqfvuu08XXXSRDMPQxIkT9Z3vfCcR1U0LVo65JDU1NWnr1q36z//8z3hXMa1YOd7nnXeeJk+erDFjxsjr9WrChAn67ne/m4jqIknRNsUXbVP80TbFF21TckvJEGXFaaedpnfeeSfR1ehWJk2apEmTJiW6Gt1KXl6eGhsbE12NbuMXv/iFfvGLXyS6GkhhtE3xR9sUf7RN8UXblBgpOZxvwIABysjIiPiANjY2qqCgIEG1Sl8c7/jjmMcXxxtu4H0UXxzv+OOYxxfHO7mlZIjKysrS2LFjVV1dHVwXCARUXV3NzcVigOMdfxzz+OJ4ww28j+KL4x1/HPP44ngnt6QdznfkyBHt2bMn+PfevXtVX1+v/v37a8iQIaqsrNTMmTM1btw4jR8/XsuWLVNzc7NuuOGGBNY6dXG8449jHl8cb7iB91F8cbzjj2MeXxzvFJbo6QE784c//MGQFLHMnDkzWOaxxx4zhgwZYmRlZRnjx4833njjjcRVOMVxvOOPYx5fHG+4gfdRfHG8449jHl8c79TlMQzDiF1EAwAAAID0kpLXRAEAAABAohCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwIbMRFcAAIB0EAgE9Mknn6hv377yeDyJrg4AdBuGYeiLL75QYWGhvN449REZAAAkyGuvvWZ85zvfMQYPHmxIMtauXdtp2X/8x380JBkPP/xwyPrPPvvMuOaaa4y+ffsaeXl5xo033mh88cUXIWXeeecd44ILLjCys7ONU045xVi8eHHE/p999llj+PDhRnZ2tnH22WcbGzZssPVa9u/fb0hiYWFhYUnQsn//flvf29GgJwoAkDDNzc0aPXq0brzxRl155ZWdllu7dq3eeOMNFRYWRjw2Y8YM/eUvf9GmTZvU2tqqG264QXPmzNHq1aslST6fTxMnTlRZWZmqqqq0fft23XjjjerXr5/mzJkjSdq8ebOuvvpqLVq0SN/5zne0evVqTZ06VW+99ZbOPvtsS6+lb9++kqT9+/crNzfX7qEAADjk8/lUVFQU/B6OB49hGEbcng0AgE54PB6tXbtWU6dODVn/8ccfq6SkRL/73e80ZcoU3XLLLbrlllskSTt37tTIkSP15ptvaty4cZKkjRs3avLkyfroo49UWFioxx9/XD/96U/V0NCgrKwsSdK8efO0bt067dq1S5I0bdo0NTc3a/369cHnPe+881RcXKyqqipL9ff5fMrLy1NTUxMhCgDiKBHfv0wsAQBIWoFAQNdee61uu+02nXXWWRGP19bWql+/fsEAJUllZWXyer3asmVLsMxFF10UDFCSVF5ert27d+vzzz8PlikrKwvZd3l5uWprazut27Fjx+Tz+UIWAED3QIgCACStxYsXKzMzUz/84Q9NH29oaNCgQYNC1mVmZqp///5qaGgIlsnPzw8p0/53V2XaHzezaNEi5eXlBZeioiJ7Lw4AkLIIUQCApFRXV6dHHnlEK1euTMrZ7ubPn6+mpqbgsn///kRXCQAQJ4QoAEBS+uMf/6gDBw5oyJAhyszMVGZmpj788EPdeuutGjp0qCSpoKBABw4cCNmura1Nhw4dUkFBQbBMY2NjSJn2v7sq0/64mezsbOXm5oYsAIDugRAFAEhK1157rd59913V19cHl8LCQt1222363e9+J0kqLS3V4cOHVVdXF9zulVdeUSAQUElJSbBMTU2NWltbg2U2bdqk4cOH66STTgqWqa6uDnn+TZs2qbS0NNYvEwCQgpjiHACQMEeOHNGePXuCf+/du1f19fXq37+/hgwZopNPPjmkfI8ePVRQUKDhw4dLks4880xddtllmj17tqqqqtTa2qqKigpNnz49OB36Nddco3vuuUezZs3SHXfcoffee0+PPPKIHn744eB+b775Zl188cV66KGHNGXKFD3zzDPatm2bnnjiiTgcBQBAqqEnCgCQMNu2bdOYMWM0ZswYSVJlZaXGjBmjBQsWWN7HqlWrNGLECE2YMEGTJ0/WBRdcEBJ+8vLy9PLLL2vv3r0aO3asbr31Vi1YsCB4jyhJOv/887V69Wo98cQTGj16tH7zm99o3bp1lu8RBQDoXrhPFAAALuA+UQCQGNwnCgAAAACSHCEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAurn3Pm7S0Hkb9N7HTYmuCpASCFEAAADdXHt4IkQB1hCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKABAwtTU1Ojyyy9XYWGhPB6P1q1bF3ystbVVd9xxh0aNGqXevXursLBQ1113nT755JOQfRw6dEgzZsxQbm6u+vXrp1mzZunIkSMhZd59911deOGFysnJUVFRkZYsWRJRl+eee04jRoxQTk6ORo0apRdffDEmrxkAkPoIUQCAhGlubtbo0aO1fPnyiMe+/PJLvfXWW7rrrrv01ltv6fnnn9fu3bv13e9+N6TcjBkztGPHDm3atEnr169XTU2N5syZE3zc5/Np4sSJOvXUU1VXV6cHHnhAd999t5544olgmc2bN+vqq6/WrFmz9Pbbb2vq1KmaOnWq3nvvvdi9eABAyvIYhmEkuhIAAHg8Hq1du1ZTp07ttMybb76p8ePH68MPP9SQIUO0c+dOjRw5Um+++abGjRsnSdq4caMmT56sjz76SIWFhXr88cf105/+VA0NDcrKypIkzZs3T+vWrdOuXbskSdOmTVNzc7PWr18ffK7zzjtPxcXFqqqqslR/n8+nvLw8NTU1KTc31+FRABLjma37NO/57br/ylGaPn5IoqsD2JKI7196ogAAKaOpqUkej0f9+vWTJNXW1qpfv37BACVJZWVl8nq92rJlS7DMRRddFAxQklReXq7du3fr888/D5YpKysLea7y8nLV1tZ2Wpdjx47J5/OFLACA7oEQBQBICUePHtUdd9yhq6++OvhLY0NDgwYNGhRSLjMzU/3791dDQ0OwTH5+fkiZ9r+7KtP+uJlFixYpLy8vuBQVFUX3AgEAKYMQBQBIeq2trfq7v/s7GYahxx9/PNHVkSTNnz9fTU1NwWX//v2JrhIAIE4yE10BAABOpD1Affjhh3rllVdCxrsXFBTowIEDIeXb2tp06NAhFRQUBMs0NjaGlGn/u6sy7Y+byc7OVnZ2tvMXBgBIWfREAQCSVnuA+uCDD/T73/9eJ598csjjpaWlOnz4sOrq6oLrXnnlFQUCAZWUlATL1NTUqLW1NVhm06ZNGj58uE466aRgmerq6pB9b9q0SaWlpbF6aQCAFEaIAgAkzJEjR1RfX6/6+npJ0t69e1VfX699+/aptbVV3//+97Vt2zatWrVKfr9fDQ0NamhoUEtLiyTpzDPP1GWXXabZs2dr69atev3111VRUaHp06ersLBQknTNNdcoKytLs2bN0o4dO7RmzRo98sgjqqysDNbj5ptv1saNG/XQQw9p165duvvuu7Vt2zZVVFTE/ZgAAJIfIQoAkDDbtm3TmDFjNGbMGElSZWWlxowZowULFujjjz/WCy+8oI8++kjFxcUaPHhwcNm8eXNwH6tWrdKIESM0YcIETZ48WRdccEHIPaDy8vL08ssva+/evRo7dqxuvfVWLViwIOReUueff75Wr16tJ554QqNHj9ZvfvMbrVu3TmeffXb8DgYAIGVwnygAAFzAfaKQyrhPFFIZ94kCAAAAgCRHiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAEDC1NTU6PLLL1dhYaE8Ho/WrVsX8rhhGFqwYIEGDx6snj17qqysTB988EFImUOHDmnGjBnKzc1Vv379NGvWLB05ciSkzLvvvqsLL7xQOTk5Kioq0pIlSyLq8txzz2nEiBHKycnRqFGj9OKLL7r+egEA6YEQBQBImObmZo0ePVrLly83fXzJkiV69NFHVVVVpS1btqh3794qLy/X0aNHg2VmzJihHTt2aNOmTVq/fr1qamo0Z86c4OM+n08TJ07Uqaeeqrq6Oj3wwAO6++679cQTTwTLbN68WVdffbVmzZqlt99+W1OnTtXUqVP13nvvxe7FAwBSlscwDCPRlQAAwOPxaO3atZo6daqk471QhYWFuvXWW/XjH/9YktTU1KT8/HytXLlS06dP186dOzVy5Ei9+eabGjdunCRp48aNmjx5sj766CMVFhbq8ccf109/+lM1NDQoKytLkjRv3jytW7dOu3btkiRNmzZNzc3NWr9+fbA+5513noqLi1VVVWWp/j6fT3l5eWpqalJubq5bhwWIi2e27tO857fr/itHafr4IYmuDmBLIr5/6YkCACSlvXv3qqGhQWVlZcF1eXl5KikpUW1trSSptrZW/fr1CwYoSSorK5PX69WWLVuCZS666KJggJKk8vJy7d69W59//nmwTMfnaS/T/jxmjh07Jp/PF7IAALoHQhQAICk1NDRIkvLz80PW5+fnBx9raGjQoEGDQh7PzMxU//79Q8qY7aPjc3RWpv1xM4sWLVJeXl5wKSoqsvsSAQApihAFAIAD8+fPV1NTU3DZv39/oqsEAIgTQhQAICkVFBRIkhobG0PWNzY2Bh8rKCjQgQMHQh5va2vToUOHQsqY7aPjc3RWpv1xM9nZ2crNzQ1ZAADdAyEKAJCUhg0bpoKCAlVXVwfX+Xw+bdmyRaWlpZKk0tJSHT58WHV1dcEyr7zyigKBgEpKSoJlampq1NraGiyzadMmDR8+XCeddFKwTMfnaS/T/jwAAHREiAIAJMyRI0dUX1+v+vp6Sccnk6ivr9e+ffvk8Xh0yy236Oc//7leeOEFbd++Xdddd50KCwuDM/ideeaZuuyyyzR79mxt3bpVr7/+uioqKjR9+nQVFhZKkq655hplZWVp1qxZ2rFjh9asWaNHHnlElZWVwXrcfPPN2rhxox566CHt2rVLd999t7Zt26aKiop4HxIAQArITHQFAADd17Zt23TppZcG/24PNjNnztTKlSt1++23q7m5WXPmzNHhw4d1wQUXaOPGjcrJyQlus2rVKlVUVGjChAnyer266qqr9OijjwYfz8vL08svv6y5c+dq7NixGjBggBYsWBByL6nzzz9fq1ev1p133qmf/OQnOuOMM7Ru3TqdffbZcTgKAIBUw32iAABwAfeJQirjPlFIZdwnCgAAAACSHCEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAEhafr9fd911l4YNG6aePXvqG9/4hn72s5/JMIxgGcMwtGDBAg0ePFg9e/ZUWVmZPvjgg5D9HDp0SDNmzFBubq769eunWbNm6ciRIyFl3n33XV144YXKyclRUVGRlixZEpfXCABIPYQoAEDSWrx4sR5//HH9y7/8i3bu3KnFixdryZIleuyxx4JllixZokcffVRVVVXasmWLevfurfLych09ejRYZsaMGdqxY4c2bdqk9evXq6amRnPmzAk+7vP5NHHiRJ166qmqq6vTAw88oLvvvltPPPFEXF8vACA1ZCa6AgAAdGbz5s264oorNGXKFEnS0KFD9R//8R/aunWrpOO9UMuWLdOdd96pK664QpL061//Wvn5+Vq3bp2mT5+unTt3auPGjXrzzTc1btw4SdJjjz2myZMn68EHH1RhYaFWrVqllpYWrVixQllZWTrrrLNUX1+vpUuXhoQtAAAkeqIAAEns/PPPV3V1tf77v/9bkvTOO+/oT3/6kyZNmiRJ2rt3rxoaGlRWVhbcJi8vTyUlJaqtrZUk1dbWql+/fsEAJUllZWXyer3asmVLsMxFF12krKysYJny8nLt3r1bn3/+ecxfJwAgtdATBQBIWvPmzZPP59OIESOUkZEhv9+vX/ziF5oxY4YkqaGhQZKUn58fsl1+fn7wsYaGBg0aNCjk8czMTPXv3z+kzLBhwyL20f7YSSedFFG3Y8eO6dixY8G/fT5fNC8VAJBC6IkCACStZ599VqtWrdLq1av11ltv6emnn9aDDz6op59+OtFV06JFi5SXlxdcioqKEl0lAECcEKIAAEnrtttu07x58zR9+nSNGjVK1157rX70ox9p0aJFkqSCggJJUmNjY8h2jY2NwccKCgp04MCBkMfb2tp06NChkDJm++j4HOHmz5+vpqam4LJ///4oXy0AIFUQogAASevLL7+U1xvaVGVkZCgQCEiShg0bpoKCAlVXVwcf9/l82rJli0pLSyVJpaWlOnz4sOrq6oJlXnnlFQUCAZWUlATL1NTUqLW1NVhm06ZNGj58uOlQPknKzs5Wbm5uyAIA6B4IUQCApHX55ZfrF7/4hTZs2KA///nPWrt2rZYuXarvfe97kiSPx6NbbrlFP//5z/XCCy9o+/btuu6661RYWKipU6dKks4880xddtllmj17trZu3arXX39dFRUVmj59ugoLCyVJ11xzjbKysjRr1izt2LFDa9as0SOPPKLKyspEvXQAQBJjYgkAQNJ67LHHdNddd+mf//mfdeDAARUWFuof//EftWDBgmCZ22+/Xc3NzZozZ44OHz6sCy64QBs3blROTk6wzKpVq1RRUaEJEybI6/Xqqquu0qOPPhp8PC8vTy+//LLmzp2rsWPHasCAAVqwYAHTmwMATHmMjrd9BwAAjvh8PuXl5ampqYmhfUg5z2zdp3nPb9f9V47S9PFDEl0dwJZEfP8ynA8AAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAIKl9/PHH+vu//3udfPLJ6tmzp0aNGqVt27YFHzcMQwsWLNDgwYPVs2dPlZWV6YMPPgjZx6FDhzRjxgzl5uaqX79+mjVrlo4cORJS5t1339WFF16onJwcFRUVacmSJXF5fQCA1EOIAgAkrc8//1zf+ta31KNHD7300kt6//339dBDD+mkk04KllmyZIkeffRRVVVVacuWLerdu7fKy8t19OjRYJkZM2Zox44d2rRpk9avX6+amhrNmTMn+LjP59PEiRN16qmnqq6uTg888IDuvvtuPfHEE3F9vQCA1JCZ6AoAANCZxYsXq6ioSE899VRw3bBhw4L/bxiGli1bpjvvvFNXXHGFJOnXv/618vPztW7dOk2fPl07d+7Uxo0b9eabb2rcuHGSpMcee0yTJ0/Wgw8+qMLCQq1atUotLS1asWKFsrKydNZZZ6m+vl5Lly4NCVsAAEj0RAEAktgLL7ygcePG6W//9m81aNAgjRkzRk8++WTw8b1796qhoUFlZWXBdXl5eSopKVFtba0kqba2Vv369QsGKEkqKyuT1+vVli1bgmUuuugiZWVlBcuUl5dr9+7d+vzzz2P9MgEAKYYQBQBIWv/7v/+rxx9/XGeccYZ+97vf6Qc/+IF++MMf6umnn5YkNTQ0SJLy8/NDtsvPzw8+1tDQoEGDBoU8npmZqf79+4eUMdtHx+cId+zYMfl8vpAFANA9MJwPAJC0AoGAxo0bp/vuu0+SNGbMGL333nuqqqrSzJkzE1q3RYsW6Z577kloHQAAiUFPFAAgaQ0ePFgjR44MWXfmmWdq3759kqSCggJJUmNjY0iZxsbG4GMFBQU6cOBAyONtbW06dOhQSBmzfXR8jnDz589XU1NTcNm/f7+TlwgASEGEhroILwAAG4ZJREFUKABA0vrWt76l3bt3h6z77//+b5166qmSjk8yUVBQoOrq6uDjPp9PW7ZsUWlpqSSptLRUhw8fVl1dXbDMK6+8okAgoJKSkmCZmpoatba2Bsts2rRJw4cPD5kJsKPs7Gzl5uaGLACA7oEQBQBIWj/60Y/0xhtv6L777tOePXu0evVqPfHEE5o7d64kyePx6JZbbtHPf/5zvfDCC9q+fbuuu+46FRYWaurUqZKO91xddtllmj17trZu3arXX39dFRUVmj59ugoLCyVJ11xzjbKysjRr1izt2LFDa9as0SOPPKLKyspEvXQAQBLjmigAQNI699xztXbtWs2fP1/33nuvhg0bpmXLlmnGjBnBMrfffruam5s1Z84cHT58WBdccIE2btyonJycYJlVq1apoqJCEyZMkNfr1VVXXaVHH300+HheXp5efvllzZ07V2PHjtWAAQO0YMECpjcHAJjyGIZhJLoSAACkOp/Pp7y8PDU1NTG0Dynnma37NO/57br/ylGaPn5IoqsD2JKI71+G8wEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIApIz7779fHo9Ht9xyS3Dd0aNHNXfuXJ188snq06ePrrrqKjU2NoZst2/fPk2ZMkW9evXSoEGDdNttt6mtrS2kzKuvvqpvfvObys7O1umnn66VK1fG4RUBAFIRIQoAkBLefPNN/eu//qvOOeeckPU/+tGP9F//9V967rnn9Nprr+mTTz7RlVdeGXzc7/drypQpamlp0ebNm/X0009r5cqVWrBgQbDM3r17NWXKFF166aWqr6/XLbfcon/4h3/Q7373u7i9PgBA6iBEAQCS3pEjRzRjxgw9+eSTOumkk4Lrm5qa9Ktf/UpLly7Vt7/9bY0dO1ZPPfWUNm/erDfeeEOS9PLLL+v999/X//t//0/FxcWaNGmSfvazn2n58uVqaWmRJFVVVWnYsGF66KGHdOaZZ6qiokLf//739fDDDyfk9QIAkhshCgCQ9ObOnaspU6aorKwsZH1dXZ1aW1tD1o8YMUJDhgxRbW2tJKm2tlajRo1Sfn5+sEx5ebl8Pp927NgRLBO+7/Ly8uA+AADoKDPRFQAA4ESeeeYZvfXWW3rzzTcjHmtoaFBWVpb69esXsj4/P18NDQ3BMh0DVPvj7Y+dqIzP59NXX32lnj17Rjz3sWPHdOzYseDfPp/P/osDAKQkeqIAAElr//79uvnmm7Vq1Srl5OQkujohFi1apLy8vOBSVFSU6CoBAOKEEAUASFp1dXU6cOCAvvnNbyozM1OZmZl67bXX9OijjyozM1P5+flqaWnR4cOHQ7ZrbGxUQUGBJKmgoCBitr72v7sqk5uba9oLJUnz589XU1NTcNm/f78bLxkAkAIIUQCApDVhwgRt375d9fX1wWXcuHGaMWNG8P979Oih6urq4Da7d+/Wvn37VFpaKkkqLS3V9u3bdeDAgWCZTZs2KTc3VyNHjgyW6biP9jLt+zCTnZ2t3NzckAUA0D1wTRQAIGn17dtXZ599dsi63r176+STTw6unzVrliorK9W/f3/l5ubqpptuUmlpqc477zxJ0sSJEzVy5Ehde+21WrJkiRoaGnTnnXdq7ty5ys7OliT90z/9k/7lX/5Ft99+u2688Ua98sorevbZZ7Vhw4b4vmAAQEogRAEAUtrDDz8sr9erq666SseOHVN5ebl++ctfBh/PyMjQ+vXr9YMf/EClpaXq3bu3Zs6cqXvvvTdYZtiwYdqwYYN+9KMf6ZFHHtEpp5yif/u3f1N5eXkiXhIAIMl5DMMwEl0JAABSnc/nU15enpqamhjah5TzzNZ9mvf8dt1/5ShNHz8k0dUBbEnE9y/XRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAJK1Fixbp3HPPVd++fTVo0CBNnTpVu3fvDilz9OhRzZ07VyeffLL69Omjq666So2NjSFl9u3bpylTpqhXr14aNGiQbrvtNrW1tYWUefXVV/XNb35T2dnZOv3007Vy5cpYvzwAQIoiRAEAktZrr72muXPn6o033tCmTZvU2tqqiRMnqrm5OVjmRz/6kf7rv/5Lzz33nF577TV98sknuvLKK4OP+/1+TZkyRS0tLdq8ebOefvpprVy5UgsWLAiW2bt3r6ZMmaJLL71U9fX1uuWWW/QP//AP+t3vfhfX1wsASA0ewzCMRFcCAAArDh48qEGDBum1117TRRddpKamJg0cOFCrV6/W97//fUnSrl27dOaZZ6q2tlbnnXeeXnrpJX3nO9/RJ598ovz8fElSVVWV7rjjDh08eFBZWVm64447tGHDBr333nvB55o+fboOHz6sjRs3Wqqbz+dTXl6empqalJub6/6LB2Loma37NO/57br/ylGaPn5IoqsD2JKI7196ogAAKaOpqUmS1L9/f0lSXV2dWltbVVZWFiwzYsQIDRkyRLW1tZKk2tpajRo1KhigJKm8vFw+n087duwIlum4j/Yy7fswc+zYMfl8vpAFANA9EKIAACkhEAjolltu0be+9S2dffbZkqSGhgZlZWWpX79+IWXz8/PV0NAQLNMxQLU/3v7Yicr4fD599dVXpvVZtGiR8vLygktRUVHUrxEAkBoIUQCAlDB37ly99957euaZZxJdFUnS/Pnz1dTUFFz279+f6CoBAOIkM9EVAACgKxUVFVq/fr1qamp0yimnBNcXFBSopaVFhw8fDumNamxsVEFBQbDM1q1bQ/bXPntfxzLhM/o1NjYqNzdXPXv2NK1Tdna2srOzo35tAIDUQ08UACBpGYahiooKrV27Vq+88oqGDRsW8vjYsWPVo0cPVVdXB9ft3r1b+/btU2lpqSSptLRU27dv14EDB4JlNm3apNzcXI0cOTJYpuM+2su07wMAgI7oiQIAJK25c+dq9erV+u1vf6u+ffsGr2HKy8tTz549lZeXp1mzZqmyslL9+/dXbm6ubrrpJpWWluq8886TJE2cOFEjR47UtddeqyVLlqihoUF33nmn5s6dG+xJ+qd/+if9y7/8i26//XbdeOONeuWVV/Tss89qw4YNCXvtAIDkRU8UACBpPf7442pqatIll1yiwYMHB5c1a9YEyzz88MP6zne+o6uuukoXXXSRCgoK9Pzzzwcfz8jI0Pr165WRkaHS0lL9/d//va677jrde++9wTLDhg3Thg0btGnTJo0ePVoPPfSQ/u3f/k3l5eVxfb0AgNTAfaIAAHAB94lCKuM+UUhl3CcKAAAAAJIcIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAAAAMAGQhQAAAAA2ECIAgAAAAAbCFEAAAAAYAMhCgAAAABsIEQBAAAAgA2EKAAAAACwgRAFAAAAADYQogAAAADABkIUAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAAALCBEAUAAAAANhCiAAD42vLlyzV06FDl5OSopKREW7duTXSVAABJiBAFAICkNWvWqLKyUgsXLtRbb72l0aNHq7y8XAcOHEh01QAASYYQBQCApKVLl2r27Nm64YYbNHLkSFVVValXr15asWJFoqsGxNxnzS2JrgKQUjITXQEAABKtpaVFdXV1mj9/fnCd1+tVWVmZamtrTbc5duyYjh07Fvy7qalJkvTmf3+k3n36xrbCgIsOfdmqxS+8LUnKMo7J5/MluEaAPe3vWcMw4vachCgAQLf36aefyu/3Kz8/P2R9fn6+du3aZbrNokWLdM8990SsLzv3rJjUEYiHq5YlugaAc5999pny8vLi8lyEKAAAHJg/f74qKyuDfx8+fFinnnqq9u3bF7dGPBo+n09FRUXav3+/cnNzE12dLlHf2KK+sUV9Y6upqUlDhgxR//794/achCgAQLc3YMAAZWRkqLGxMWR9Y2OjCgoKTLfJzs5WdnZ2xPq8vLyUOOlol5ubS31jiPrGFvWNrVSrr9cbv+kemFgCANDtZWVlaezYsaqurg6uCwQCqq6uVmlpaQJrBgBIRvREAQAgqbKyUjNnztS4ceM0fvx4LVu2TM3NzbrhhhsSXTUAQJIhRAEAIGnatGk6ePCgFixYoIaGBhUXF2vjxo0Rk010Jjs7WwsXLjQd4peMqG9sUd/Yor6xRX275jHiORcgAAAAAKQ4rokCAAAAABsIUQAAAABgAyEKAAAAAGwgRAEAAACADYQoAAAs+MUvfqHzzz9fvXr1Ur9+/SxtYxiGFixYoMGDB6tnz54qKyvTBx98EFLm0KFDmjFjhnJzc9WvXz/NmjVLR44cibq+dvf75z//WR6Px3R57rnnguXMHn/mmWfiXl9JuuSSSyLq8k//9E8hZfbt26cpU6aoV69eGjRokG677Ta1tbXFvb6HDh3STTfdpOHDh6tnz54aMmSIfvjDH6qpqSmknJvHd/ny5Ro6dKhycnJUUlKirVu3nrD8c889pxEjRignJ0ejRo3Siy++GPK4lfdzNOzU98knn9SFF16ok046SSeddJLKysoiyl9//fURx/Kyyy5LSH1XrlwZUZecnJyQMsl0fM0+Wx6PR1OmTAmWidXxramp0eWXX67CwkJ5PB6tW7euy21effVVffOb31R2drZOP/10rVy5MqKM3c9DlwwAANClBQsWGEuXLjUqKyuNvLw8S9vcf//9Rl5enrFu3TrjnXfeMb773e8aw4YNM7766qtgmcsuu8wYPXq08cYbbxh//OMfjdNPP924+uqro66v3f22tbUZf/nLX0KWe+65x+jTp4/xxRdfBMtJMp566qmQch1fT7zqaxiGcfHFFxuzZ88OqUtTU1PIazr77LONsrIy4+233zZefPFFY8CAAcb8+fPjXt/t27cbV155pfHCCy8Ye/bsMaqrq40zzjjDuOqqq0LKuXV8n3nmGSMrK8tYsWKFsWPHDmP27NlGv379jMbGRtPyr7/+upGRkWEsWbLEeP/9940777zT6NGjh7F9+/ZgGSvvZ6fs1veaa64xli9fbrz99tvGzp07jeuvv97Iy8szPvroo2CZmTNnGpdddlnIsTx06FDUdXVS36eeesrIzc0NqUtDQ0NImWQ6vp999llIXd977z0jIyPDeOqpp4JlYnV8X3zxReOnP/2p8fzzzxuSjLVr156w/P/+7/8avXr1MiorK43333/feOyxx4yMjAxj48aNjl+/FYQoAABseOqppyyFqEAgYBQUFBgPPPBAcN3hw4eN7Oxs4z/+4z8MwzCM999/35BkvPnmm8EyL730kuHxeIyPP/7YcR3d2m9xcbFx4403hqyzclJjl9P6XnzxxcbNN9/c6eMvvvii4fV6Q05WH3/8cSM3N9c4duxY3Osb7tlnnzWysrKM1tbW4Dq3ju/48eONuXPnBv/2+/1GYWGhsWjRItPyf/d3f2dMmTIlZF1JSYnxj//4j4ZhWHs/x7O+4dra2oy+ffsaTz/9dHDdzJkzjSuuuCLqupmxW9+uvjeS/fg+/PDDRt++fY0jR44E18Xy+Laz8nm4/fbbjbPOOitk3bRp04zy8vLg39G+fjMM5wMAIAb27t2rhoYGlZWVBdfl5eWppKREtbW1kqTa2lr169dP48aNC5YpKyuT1+vVli1bHD+3G/utq6tTfX29Zs2aFfHY3LlzNWDAAI0fP14rVqyQEeUtJ6Op76pVqzRgwACdffbZmj9/vr788suQ/Y4aNSrkhsnl5eXy+XzasWNHQurbUVNTk3Jzc5WZmRmyPtrj29LSorq6upD3ntfrVVlZWfC9Z/aaOpaXjh+r9vJW3s9OOalvuC+//FKtra3q379/yPpXX31VgwYN0vDhw/WDH/xAn332WVR1jaa+R44c0amnnqqioiJdccUVIe/BZD++v/rVrzR9+nT17t07ZH0sjq9dXb133Xj9ZjK7LgIAAOxqaGiQpJAT+Pa/2x9raGjQoEGDQh7PzMxU//79g2WcPne0+/3Vr36lM888U+eff37I+nvvvVff/va31atXL7388sv653/+Zx05ckQ//OEP417fa665RqeeeqoKCwv17rvv6o477tDu3bv1/PPPB/drdvzbH4t3fTv69NNP9bOf/Uxz5swJWe/G8f3000/l9/tNX/uuXbs6fU1dvVfb13VWxikn9Q13xx13qLCwMORE+bLLLtOVV16pYcOG6X/+53/0k5/8RJMmTVJtba0yMjLiWt/hw4drxYoVOuecc9TU1KQHH3xQ559/vnbs2KFTTjklqY/v1q1b9d577+lXv/pVyPpYHV+7Onvv+nw+ffXVV/r888+jfn+ZIUQBALqtefPmafHixScss3PnTo0YMSJONToxq/WN1ldffaXVq1frrrvuinis47oxY8aoublZDzzwgOlJfqzr2zGAjBo1SoMHD9aECRP0P//zP/rGN75he3/xOr4+n09TpkzRyJEjdffdd4c8Zuf44rj7779fzzzzjF599dWQyRqmT58e/P9Ro0bpnHPO0Te+8Q29+uqrmjBhQlzrWFpaqtLS0uDf559/vs4880z967/+q372s5/FtS52/epXv9KoUaM0fvz4kPXJdHwTgRAFAOi2br31Vl1//fUnLHPaaac52ndBQYEkqbGxUYMHDw6ub2xsVHFxcbDMgQMHQrZra2vToUOHgts7qa/d/Yb7zW9+oy+//FLXXXddl2VLSkr0s5/9TMeOHVN2dnZC6tuxLpK0Z88efeMb31BBQUHEDFyNjY2SlLDj+8UXX+iyyy5T3759tXbtWvXo0aPL19TZ8e3MgAEDlJGREXyt7RobGzutX0FBwQnLW3k/O+Wkvu0efPBB3X///fr973+vc84554RlTzvtNA0YMEB79uyJ6iQ/mvq269Gjh8aMGaM9e/ZISt7j29zcrGeeeUb33ntvl8/j1vG1q7P3bm5urnr27KmMjIyo/73McE0UAKDbGjhwoEaMGHHCJSsry9G+hw0bpoKCAlVXVwfX+Xw+bdmyJfiLdGlpqQ4fPqy6urpgmVdeeUWBQCAYCJzU1+5+w/3qV7/Sd7/7XQ0cOLDLsvX19TrppJNMT/DjVd+OdZEUPAktLS3V9u3bQwLPpk2blJubq5EjR8a9vj6fTxMnTlRWVpZeeOGFiCmuO3tNnR3fzmRlZWns2LEh771AIKDq6uqQ3pCOSktLQ8pLx49Ve3kr72ennNRXkpYsWaKf/exn2rhxY8j1aZ356KOP9Nlnn4WElHjWtyO/36/t27cH65KMx1c6Pu39sWPH9Pd///ddPo9bx9eurt67bvx7mXI8JQUAAN3Ihx9+aLz99tvBab/ffvtt4+233w6Z/nv48OHG888/H/z7/vvvN/r162f89re/Nd59913jiiuuMJ3ifMyYMcaWLVuMP/3pT8YZZ5zh2hTnJ9rvRx99ZAwfPtzYsmVLyHYffPCB4fF4jJdeeiliny+88ILx5JNPGtu3bzc++OAD45e//KXRq1cvY8GCBXGv7549e4x7773X2LZtm7F3717jt7/9rXHaaacZF110UXCb9inOJ06caNTX1xsbN240Bg4c6NoU53bq29TUZJSUlBijRo0y9uzZEzItdFtbm2EY7h7fZ555xsjOzjZWrlxpvP/++8acOXOMfv36BWcqvPbaa4158+YFy7/++utGZmam8eCDDxo7d+40Fi5caDrFeVfvZ6fs1vf+++83srKyjN/85jchx7L98/jFF18YP/7xj43a2lpj7969xu9//3vjm9/8pnHGGWcYR48ejXt977nnHuN3v/ud8T//8z9GXV2dMX36dCMnJ8fYsWNHyGtKluPb7oILLjCmTZsWsT6Wx/eLL74Ifr9KMpYuXWq8/fbbxocffmgYhmHMmzfPuPbaa4Pl26c4v+2224ydO3cay5cvN53i/ESv3wlCFAAAFsycOdOQFLH84Q9/CJbR1/f4aRcIBIy77rrLyM/PN7Kzs40JEyYYu3fvDtnvZ599Zlx99dVGnz59jNzcXOOGG24ICWZOdbXfvXv3RtTfMAxj/vz5RlFRkeH3+yP2+dJLLxnFxcVGnz59jN69exujR482qqqqTMvGur779u0zLrroIqN///5Gdna2cfrppxu33XZbyH2iDMMw/vznPxuTJk0yevbsaQwYMMC49dZbQ6YUj1d9//CHP5i+fyQZe/fuNQzD/eP72GOPGUOGDDGysrKM8ePHG2+88UbwsYsvvtiYOXNmSPlnn33W+D//5/8YWVlZxllnnWVs2LAh5HEr7+do2KnvqaeeanosFy5caBiGYXz55ZfGxIkTjYEDBxo9evQwTj31VGP27NlRnTRHU99bbrklWDY/P9+YPHmy8dZbb4XsL5mOr2EYxq5duwxJxssvvxyxr1ge384+K+31mzlzpnHxxRdHbFNcXGxkZWUZp512Wsj3cLsTvX4nPIYR5bykAAAAANCNcE0UAAAAANhAiAIAAAAAGwhRAAAAAGADIQoAAAAAbCBEAQAAAIANhCgAAAAAsIEQBQAAAAA2EKIAAAAAwAZCFAAAAADYQIgCAAAAABsIUQAAAABgAyEKAAAAAGz4/+t/Z9XGRX5VAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1000x1500 with 9 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1500x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ion_index = 355\n",
"use_verner = True\n",
"#selected_ion = all_ions[ion_index]\n",
"selected_ion = fiasco.Ion('Mg 8', all_ions.temperature, **all_ions[0]._instance_kwargs)\n",
"print(selected_ion)\n",
"# Python\n",
"fb = selected_ion.free_bound(wavelength, use_verner=use_verner)\n",
"fb_fiasco = fb.to_value('erg cm3 / (Angstrom s)')\n",
"# IDL\n",
"res = env.run(\n",
" idl_fb_ion_script,\n",
" args={**args,\n",
" 'use_verner': use_verner, \n",
" 'atomic_number': selected_ion.atomic_number, \n",
" 'ionization_stage': selected_ion.ionization_stage,},\n",
" verbose=False,\n",
" raise_exceptions=True,\n",
")\n",
"fb_idl = res['fb']\n",
"compare_results(wavelength, temperature, fb_fiasco, fb_idl, 300, 20)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "f628660f-8ffb-48c4-a032-d67c3832b7a5",
"metadata": {},
"outputs": [],
"source": [
"idl_verner_script = \"\"\"\n",
"wavelength = {{ wavelength | to_unit('Angstrom') | force_double_precision }}\n",
"iz = {{ atomic_number }}\n",
"ion = {{ ionization_stage }}\n",
"\n",
"; calculate free-bound\n",
"xs = verner_xs(iz, ion, wavelength)\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "0cbd4e02-0dab-49c4-ad5e-37b045f6e935",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CHIANTI Database Ion\n",
"---------------------\n",
"Name: Fe 6\n",
"Element: iron (26)\n",
"Charge: +5\n",
"Number of Levels: 96\n",
"Number of Transitions: 1417\n",
"\n",
"Temperature range: [0.09999999999999999 MK, 100.0 MK]\n",
"\n",
"HDF5 Database: /Users/wtbarnes/Documents/projects/chianti/CHIANTI_v8.0.7/dbase.h5\n",
"Using Datasets:\n",
" ioneq: chianti\n",
" abundance: sun_coronal_1992_feldman_ext\n",
" ip: chianti\n"
]
}
],
"source": [
"ion_index = 355\n",
"use_verner = False\n",
"print(all_ions[ion_index])\n",
"# Python\n",
"xs = all_ions[ion_index]._verner_cross_section(energy)\n",
"xs_fiasco = xs.to_value('megabarn')\n",
"# IDL\n",
"res = env.run(\n",
" idl_verner_script,\n",
" args={**args,\n",
" 'atomic_number': all_ions[ion_index].atomic_number, \n",
" 'ionization_stage': all_ions[ion_index].ionization_stage,},\n",
" verbose=False,\n",
" raise_exceptions=True,\n",
")\n",
"xs_idl = res['xs']"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "73fc7bad-3cd1-41a1-b6ae-9c1fe4f898d6",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/cr/pj7yk8p976d7ny98bgvlpfyr0000gq/T/ipykernel_9178/3530586455.py:8: RuntimeWarning: invalid value encountered in divide\n",
" plt.plot(wavelength, (xs_fiasco - xs_idl)/xs_idl)\n"
]
},
{
"data": {
"text/plain": [
"(-1.0, 1.0)"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1000x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10,5))\n",
"plt.subplot(121)\n",
"plt.plot(wavelength, xs_fiasco, marker='o', ls='', markevery=10, label='fiasco')\n",
"plt.plot(wavelength, xs_idl, label='IDL')\n",
"plt.yscale('symlog')\n",
"plt.legend()\n",
"plt.subplot(122)\n",
"plt.plot(wavelength, (xs_fiasco - xs_idl)/xs_idl)\n",
"plt.ylim(-1,1)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "ca6cca89-9a7b-4598-9602-f6e897c65f52",
"metadata": {},
"outputs": [],
"source": [
"res=env.run(\n",
" '''\n",
" iz = {{ atomic_number }}\n",
" ion = {{ ionization_stage }}\n",
" zion2filename,iz,ion,filename\n",
" ename=filename+'.fblvl'\n",
" read_fblvl,ename,l1,conf,pqn,ll,spd,mult,ecm,ecmth,eref\n",
" ''',\n",
" args={'atomic_number': all_ions[ion_index].atomic_number, \n",
" 'ionization_stage': all_ions[ion_index].ionization_stage,},\n",
" verbose=False,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "febeced4-0be0-4eba-9be7-b7157537d291",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"fe/fe_6/fblvl -- v8.0.7\n",
"\n",
"Fields\n",
"------\n",
"E_obs (1 / cm) -- observed energy\n",
"E_th (1 / cm) -- theoretical energy\n",
"L -- azimuthal quantum number\n",
"L_label -- orbital angular momentum\n",
"config -- configuration\n",
"level -- level index\n",
"multiplicity -- multiplicity, 2s+1\n",
"n -- principal quantum number\n",
"\n",
"Footer\n",
"------\n",
"filename: fe_6.fblvl\n",
"observed energies: 1-3: from CHIANTI .elvlc file\n",
"theoretical energies: From the Opacity Project\n",
"produced as part of the Arcetri/Cambridge/NRL 'CHIANTI' atomic data base collaboration\n",
"Peter Young, 26-Jul-2002"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"all_ions[ion_index]._fblvl"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "5d7b396f-b8fb-49c0-9671-4be645bb6705",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 25752.652, 277913.3 , 356573.7 , 0. , 0. ,\n",
" 0. , 0. , 0. , 0. , 0. ,\n",
" 0. , 0. , 0. , 0. , 0. ,\n",
" 0. ], dtype=float32)"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"res['ecm']"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "602f0ff7-6b58-4a56-b67a-8012c95ba005",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([0.00034375, 0.0005 , 0.0005 , 0. , 0. ,\n",
" 0. , 0. , 0. , 0. , 0. ,\n",
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" 0. ])"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(res['ecm'] - all_ions[ion_index]._fblvl['E_obs'].to_value('cm-1'))"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "169b7963-b31b-4fd5-b11d-c3803b1d3d76",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16],\n",
" dtype=int16)"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"res['l1']"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "6bdd822f-dd64-47a1-b616-a04f54f13c79",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16])"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"all_ions[ion_index]._fblvl['level']"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "39c131ca-5094-444d-a45e-86953cf1df3d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'8.0.7'"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"all_ions[0]._elvlc.version"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2bbbf694-413b-463b-984e-84384694476f",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:fiasco-dev]",
"language": "python",
"name": "conda-env-fiasco-dev-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.7"
}
},
"nbformat": 4,
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}
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