{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2eaff1c3-7ae9-4c3e-b5b6-fed65bf651fd",
   "metadata": {},
   "source": [
    "# Tutorial overview\n",
    "\n",
    "## IRF handling and data reduction in Gammapy\n",
    "\n",
    "- Visualising observations.\n",
    "- Loading and visualising instrument response functions (IRFs) using Gammapy.\n",
    "- How to perform data reduction of IACT data. Gammapy makers (`gammapy.makers`).\n",
    "- Using the FoV background method (best for maps).\n",
    "\n",
    "## Modeling and fitting\n",
    "\n",
    "- Excess and a significance map. Gammapy estimators (`gammapy.estimators`).\n",
    "- 1D Spectral Analysis. Defining sky models to apply to the datasets (`~gammapy.modeling.models.Models`, `~gammapy.modeling.models.SkyModel`).\n",
    "- Fitting models: Create a `~gammapy.modeling.Fit` object and run it to fit the model parameters.\n",
    "- Inspect the residuals.\n",
    "- Model significance. Comparing models. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b46b5239-1378-4757-a60c-57b6f763aad4",
   "metadata": {},
   "source": [
    "## Import all the necessary libraries for the tutorial"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1477caac-d940-41ef-9988-996254080373",
   "metadata": {},
   "outputs": [],
   "source": [
    "from astropy.coordinates import SkyCoord\n",
    "import astropy.units as u\n",
    "from astropy.time import Time\n",
    "from regions import CircleSkyRegion\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from gammapy.data import DataStore\n",
    "from gammapy.datasets import MapDataset, Datasets, SpectrumDataset\n",
    "from gammapy.estimators import ExcessMapEstimator, FluxPointsEstimator\n",
    "from gammapy.maps import MapAxis, WcsGeom, RegionGeom\n",
    "from gammapy.makers import (\n",
    "    MapDatasetMaker, \n",
    "    SpectrumDatasetMaker,\n",
    "    SafeMaskMaker,\n",
    "    FoVBackgroundMaker,\n",
    "    ReflectedRegionsBackgroundMaker,\n",
    "    WobbleRegionsFinder,\n",
    "    ReflectedRegionsFinder\n",
    ")\n",
    "from gammapy.modeling import Fit\n",
    "from gammapy.modeling.models import PowerLawSpectralModel, SkyModel, ExpCutoffPowerLawSpectralModel, LogParabolaSpectralModel, PiecewiseNormSpectralModel\n",
    "from gammapy.visualization import plot_spectrum_datasets_off_regions\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "063de64f-8ed9-47b1-b335-764cd8ea86d3",
   "metadata": {},
   "source": [
    "# Overwiew of IRF handling and data reduction in Gammapy"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8af810f3-fbed-4f31-9a65-68732d65efdf",
   "metadata": {},
   "source": [
    "Currently, IACT data is exported to FITS and consists of “runs” or “observations,” each identified by an ID number (`OBS_ID`). Each \"run\" lists reconstructed gamma-ray events (`EVENTS`) and includes several IRF FITS HDUs (e.g., `psf` or `aeff`) that are needed to analyze the data (DL3)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "aacf682a-d6fe-4754-84e6-a96a4b1841d2",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_store = DataStore.from_dir(f\"$GAMMAPY_DATA/hess-dl3-dr1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0afcf6c6-8a1a-473a-bfc5-07733f2d875c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data store:\n",
      "HDU index table:\n",
      "BASE_DIR: /home/enrique/Data/gammapy-datasets/2.1/hess-dl3-dr1\n",
      "Rows: 630\n",
      "OBS_ID: 20136 -- 47829\n",
      "HDU_TYPE: [np.str_('aeff'), np.str_('bkg'), np.str_('edisp'), np.str_('events'), np.str_('gti'), np.str_('psf')]\n",
      "HDU_CLASS: [np.str_('aeff_2d'), np.str_('bkg_3d'), np.str_('edisp_2d'), np.str_('events'), np.str_('gti'), np.str_('psf_table')]\n",
      "\n",
      "\n",
      "Observation table:\n",
      "Observatory name: 'N/A'\n",
      "Number of observations: 105\n",
      "\n",
      "The dataset contains the following observarions: \n",
      " [20136 20137 20151 20275 20282 20283 20301 20302 20303 20322 20323 20324\n",
      " 20325 20326 20327 20339 20343 20344 20345 20346 20349 20350 20365 20366\n",
      " 20367 20368 20396 20397 20421 20422 20517 20518 20519 20521 20561 20734\n",
      " 20898 20899 20900 20915 21613 21753 21807 21824 21851 22022 22593 22997\n",
      " 23040 23077 23143 23246 23523 23526 23559 23573 23592 23635 23651 23736\n",
      " 25345 25443 25511 26077 26791 26827 26850 26964 27044 27121 27939 27987\n",
      " 28341 28967 28981 29024 29072 29118 29177 29433 29487 29526 29556 29683\n",
      " 33787 33788 33789 33790 33791 33792 33793 33794 33795 33796 33797 33798\n",
      " 33799 33800 33801 47802 47803 47804 47827 47828 47829]\n"
     ]
    }
   ],
   "source": [
    "data_store.info()\n",
    "print(\"The dataset contains the following observarions: \\n\", data_store.obs_ids)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bc23cf80-281f-4ea5-8c8a-0e4cb504a002",
   "metadata": {},
   "source": [
    "`DataStore` contains two tables, both stored in a FITS file: \n",
    "\n",
    "- Observation index table\n",
    "- HDU index table\n",
    "\n",
    "The observation index table contains a row per observation (\"run\"), and provides information (metadata) commonly used for data selection, grouping, and analysis about each observation. For example, pointing in the sky, duration, number of events, etc. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3164f47e-18c6-4e08-b573-00a88ea7f3c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>ObservationTable length=4</i>\n",
       "<table id=\"table136563269332304\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>OBS_ID</th><th>RA_PNT</th><th>DEC_PNT</th><th>GLON_PNT</th><th>GLAT_PNT</th><th>ZEN_PNT</th><th>ALT_PNT</th><th>AZ_PNT</th><th>OBJECT</th><th>RA_OBJ</th><th>DEC_OBJ</th><th>OFFSET_OBJ</th><th>ONTIME</th><th>LIVETIME</th><th>DEADC</th><th>TSTART</th><th>TSTOP</th><th>DATE-OBS</th><th>TIME-OBS</th><th>DATE-END</th><th>TIME-END</th><th>N_TELS</th><th>TELLIST</th><th>QUALITY</th><th>MUONEFF</th><th>EVENT_COUNT</th><th>TARGET_NAME</th><th>TARGET_TAG</th><th>TARGET_OFFSET</th><th>SAFE_ENERGY_LO</th><th>SAFE_ENERGY_HI</th></tr></thead>\n",
       "<thead><tr><th></th><th>deg</th><th>deg</th><th>deg</th><th>deg</th><th>deg</th><th>deg</th><th>deg</th><th></th><th>deg</th><th>deg</th><th>deg</th><th>s</th><th>s</th><th></th><th>s</th><th>s</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>deg</th><th>TeV</th><th>TeV</th></tr></thead>\n",
       "<thead><tr><th>int64</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>bytes18</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float32</th><th>float64</th><th>float64</th><th>bytes10</th><th>bytes12</th><th>bytes10</th><th>bytes12</th><th>int64</th><th>bytes7</th><th>int64</th><th>float32</th><th>int64</th><th>bytes21</th><th>bytes14</th><th>float32</th><th>float32</th><th>float32</th></tr></thead>\n",
       "<tr><td>20136</td><td>228.6125</td><td>-58.771667</td><td>320.56754</td><td>-0.8857012</td><td>38.512962</td><td>51.487038</td><td>195.73102</td><td>MSH15-52</td><td>228.6125</td><td>-59.271667</td><td>0.5</td><td>1682.0</td><td>1521.0269</td><td>0.9042966</td><td>101962602.0</td><td>101964284.0</td><td>2004-03-26</td><td>02:57:46.184</td><td>2004-03-26</td><td>03:25:48.184</td><td>4</td><td>1,2,3,4</td><td>0</td><td>1.2132596</td><td>11243</td><td>MSH 15-52</td><td>msh1552</td><td>0.38821736</td><td>0.40738028</td><td>100.0</td></tr>\n",
       "<tr><td>20137</td><td>228.6125</td><td>-59.771667</td><td>320.04724</td><td>-1.7397733</td><td>40.21616</td><td>49.78384</td><td>199.6482</td><td>MSH15-52</td><td>228.6125</td><td>-59.271667</td><td>0.5</td><td>902.0</td><td>819.2054</td><td>0.90821</td><td>101964441.0</td><td>101965343.0</td><td>2004-03-26</td><td>03:28:25.184</td><td>2004-03-26</td><td>03:43:27.184</td><td>4</td><td>1,2,3,4</td><td>0</td><td>1.2139559</td><td>5693</td><td>MSH 15-52</td><td>msh1552</td><td>0.6156251</td><td>0.40738028</td><td>100.0</td></tr>\n",
       "<tr><td>20151</td><td>228.6125</td><td>-58.771667</td><td>320.56754</td><td>-0.8857012</td><td>37.164658</td><td>52.835342</td><td>190.97171</td><td>custom</td><td>228.6125</td><td>-59.271667</td><td>0.5</td><td>1683.0</td><td>1530.479</td><td>0.9093755</td><td>102047232.0</td><td>102048915.0</td><td>2004-03-27</td><td>02:28:16.184</td><td>2004-03-27</td><td>02:56:19.184</td><td>4</td><td>1,2,3,4</td><td>0</td><td>1.2214733</td><td>10722</td><td>MSH 15-52</td><td>msh1552</td><td>0.38821736</td><td>0.40738028</td><td>100.0</td></tr>\n",
       "<tr><td>20275</td><td>187.27792</td><td>2.552389</td><td>289.7155</td><td>64.849686</td><td>36.18243</td><td>53.81757</td><td>49.144917</td><td>3C 273</td><td>187.27792</td><td>2.052389</td><td>0.5</td><td>1683.0</td><td>1525.8447</td><td>0.90662193</td><td>103665036.0</td><td>103666719.0</td><td>2004-04-14</td><td>19:51:40.184</td><td>2004-04-14</td><td>20:19:43.184</td><td>4</td><td>1,2,3,4</td><td>0</td><td>1.121256</td><td>10646</td><td>Off data</td><td>offdata</td><td>--</td><td>0.33113113</td><td>100.0</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<ObservationTable length=4>\n",
       "OBS_ID   RA_PNT   DEC_PNT   ... TARGET_OFFSET SAFE_ENERGY_LO SAFE_ENERGY_HI\n",
       "          deg       deg     ...      deg           TeV            TeV      \n",
       "int64   float32   float32   ...    float32       float32        float32    \n",
       "------ --------- ---------- ... ------------- -------------- --------------\n",
       " 20136  228.6125 -58.771667 ...    0.38821736     0.40738028          100.0\n",
       " 20137  228.6125 -59.771667 ...     0.6156251     0.40738028          100.0\n",
       " 20151  228.6125 -58.771667 ...    0.38821736     0.40738028          100.0\n",
       " 20275 187.27792   2.552389 ...            --     0.33113113          100.0"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_store.obs_table[:4]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eca4d9c1-a5e8-4d9c-9213-3abbf3a2902c",
   "metadata": {},
   "source": [
    "The main one is the HDU index table. It is used to locate all available HDUs for a given observation and the files in which they are located."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1e744165-491b-45af-8b50-aae5906f6f21",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>HDUIndexTable length=10</i>\n",
       "<table id=\"table136563268316064\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>OBS_ID</th><th>HDU_TYPE</th><th>HDU_CLASS</th><th>FILE_DIR</th><th>FILE_NAME</th><th>HDU_NAME</th><th>SIZE</th></tr></thead>\n",
       "<thead><tr><th>int64</th><th>bytes6</th><th>bytes9</th><th>bytes4</th><th>bytes34</th><th>bytes6</th><th>int64</th></tr></thead>\n",
       "<tr><td>20136</td><td>aeff</td><td>aeff_2d</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>aeff</td><td>11520</td></tr>\n",
       "<tr><td>20136</td><td>bkg</td><td>bkg_3d</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>bkg</td><td>207360</td></tr>\n",
       "<tr><td>20136</td><td>edisp</td><td>edisp_2d</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>edisp</td><td>377280</td></tr>\n",
       "<tr><td>20136</td><td>events</td><td>events</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>events</td><td>414720</td></tr>\n",
       "<tr><td>20136</td><td>gti</td><td>gti</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>gti</td><td>5760</td></tr>\n",
       "<tr><td>20136</td><td>psf</td><td>psf_table</td><td>data</td><td>hess_dl3_dr1_obs_id_020136.fits.gz</td><td>psf</td><td>118080</td></tr>\n",
       "<tr><td>20137</td><td>aeff</td><td>aeff_2d</td><td>data</td><td>hess_dl3_dr1_obs_id_020137.fits.gz</td><td>aeff</td><td>11520</td></tr>\n",
       "<tr><td>20137</td><td>bkg</td><td>bkg_3d</td><td>data</td><td>hess_dl3_dr1_obs_id_020137.fits.gz</td><td>bkg</td><td>207360</td></tr>\n",
       "<tr><td>20137</td><td>edisp</td><td>edisp_2d</td><td>data</td><td>hess_dl3_dr1_obs_id_020137.fits.gz</td><td>edisp</td><td>377280</td></tr>\n",
       "<tr><td>20137</td><td>events</td><td>events</td><td>data</td><td>hess_dl3_dr1_obs_id_020137.fits.gz</td><td>events</td><td>216000</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<HDUIndexTable length=10>\n",
       "OBS_ID HDU_TYPE HDU_CLASS ...             FILE_NAME              HDU_NAME  SIZE \n",
       "int64   bytes6    bytes9  ...              bytes34                bytes6  int64 \n",
       "------ -------- --------- ... ---------------------------------- -------- ------\n",
       " 20136     aeff   aeff_2d ... hess_dl3_dr1_obs_id_020136.fits.gz     aeff  11520\n",
       " 20136      bkg    bkg_3d ... hess_dl3_dr1_obs_id_020136.fits.gz      bkg 207360\n",
       " 20136    edisp  edisp_2d ... hess_dl3_dr1_obs_id_020136.fits.gz    edisp 377280\n",
       " 20136   events    events ... hess_dl3_dr1_obs_id_020136.fits.gz   events 414720\n",
       " 20136      gti       gti ... hess_dl3_dr1_obs_id_020136.fits.gz      gti   5760\n",
       " 20136      psf psf_table ... hess_dl3_dr1_obs_id_020136.fits.gz      psf 118080\n",
       " 20137     aeff   aeff_2d ... hess_dl3_dr1_obs_id_020137.fits.gz     aeff  11520\n",
       " 20137      bkg    bkg_3d ... hess_dl3_dr1_obs_id_020137.fits.gz      bkg 207360\n",
       " 20137    edisp  edisp_2d ... hess_dl3_dr1_obs_id_020137.fits.gz    edisp 377280\n",
       " 20137   events    events ... hess_dl3_dr1_obs_id_020137.fits.gz   events 216000"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_store.hdu_table[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9dd72fd1-2067-4031-b7d9-271e783b25bd",
   "metadata": {},
   "source": [
    "The most common way to select observations is to define a direction towards the source of interest. However, there are, in general, three main kinds of selection criteria that are allowed through the value of the \"type\" keyword in a selection dictionary:\n",
    "- A circular region (type = \"sky_circle\").\n",
    "- Time (min, max) intervals (type = \"time_box\").\n",
    "- Or intervals (min, max) on any other parameter present in the observation table that can be cast into a \"Quantity\" object. (type = \"par_box\").\n",
    "\n",
    "Let's use RX J1713-3946 as an example and retrieve the relevant observations.\n",
    "\n",
    "The position of the source is 347.34deg of longitude and -0.47deg of latitude. There are different ways to do it. You could use a cone search, which we define using a Python dict."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4f99d4c0-dedf-4333-8e1a-d3dabb3eb966",
   "metadata": {},
   "outputs": [],
   "source": [
    "selection = dict(\n",
    "    type=\"sky_circle\",\n",
    "    frame=\"galactic\",\n",
    "    lon=347.34 * u.deg,\n",
    "    lat=-0.47 * u.deg,\n",
    "    radius=3.0 * u.deg,\n",
    ")\n",
    "selected_obs_table = data_store.obs_table.select_observations(selection)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86a3b6e9-c387-4731-9938-e2da3aa70498",
   "metadata": {},
   "source": [
    "Or define the target position with astropy (`SkyCoord`), for example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2a2b2556-b839-4001-a2e0-b14ec06ae85b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# target = SkyCoord.from_name(\"RX J1713.7-3946\")\n",
    "# target_position = SkyCoord(347.34, -0.47, frame=\"galactic\", unit=\"deg\") \n",
    "\n",
    "# selected_obs_table = data_store.obs_table.select_sky_circle(target, 3.0 * u.deg)\n",
    "# selected_obs_table = data_store.obs_table.select_sky_circle(target_position, 3.0 * u.deg)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e35d351-45f3-4e2b-a43c-0d10990f92d7",
   "metadata": {},
   "source": [
    "**To practice:** Try playing with other selection criteria, e.g., looking at the example below. Both methods allow selecting elements outside of the selected range by setting the \"inverted\" flag to True (inverted=True). You can try it too."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ff1ee2e1-bcb9-4b05-ab81-29cd7aab4766",
   "metadata": {},
   "outputs": [],
   "source": [
    "# times = ['2004-04-17T00:00:00.123456789', '2004-04-19T00:00:00']\n",
    "# selected_obs_table = selected_obs_table.select_time_range(Time(times, format='isot', scale='utc'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b63a2e5a-ca51-44b4-90eb-022c33b91399",
   "metadata": {},
   "source": [
    "Let's retrieve the selected observations. The runs will be added to the list of observations only if the required HDUs are present. We can state these with the \"required_irf\" parameter. By default, it is \"full-enclosure\", which means the following HDUs are required: [\"events\", \"gti\", \"aeff\", \"edisp\", \"psf\", \"bkg\"]."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b0e117be-501a-40aa-b2b9-8e57b491ca15",
   "metadata": {},
   "outputs": [],
   "source": [
    "observations = data_store.get_observations(selected_obs_table[\"OBS_ID\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1cfb3ba9-d142-43f0-84a9-332d7fbdd8ab",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Observations\n",
      "Number of observations: 15\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20326 \n",
      " \ttstart            : 53112.06\n",
      "\ttstop             : 53112.08\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 10.9%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20327 \n",
      " \ttstart            : 53112.09\n",
      "\ttstop             : 53112.10\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.0%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20349 \n",
      " \ttstart            : 53113.10\n",
      "\ttstop             : 53113.12\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.1%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20350 \n",
      " \ttstart            : 53113.12\n",
      "\ttstop             : 53113.14\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.0%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20396 \n",
      " \ttstart            : 53115.10\n",
      "\ttstop             : 53115.12\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.9%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20397 \n",
      " \ttstart            : 53115.12\n",
      "\ttstop             : 53115.14\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.5%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20421 \n",
      " \ttstart            : 53116.09\n",
      "\ttstop             : 53116.11\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.8%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20422 \n",
      " \ttstart            : 53116.11\n",
      "\ttstop             : 53116.13\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.7%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20517 \n",
      " \ttstart            : 53119.04\n",
      "\ttstop             : 53119.06\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 10.4%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20518 \n",
      " \ttstart            : 53119.06\n",
      "\ttstop             : 53119.08\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.5%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20519 \n",
      " \ttstart            : 53119.09\n",
      "\ttstop             : 53119.11\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.2%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20521 \n",
      " \ttstart            : 53119.13\n",
      "\ttstop             : 53119.15\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 9.8%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20898 \n",
      " \ttstart            : 53146.93\n",
      "\ttstop             : 53146.95\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 256.9 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 8.4%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20899 \n",
      " \ttstart            : 53146.95\n",
      "\ttstop             : 53146.97\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.9 deg\n",
      "\n",
      "\tdeadtime fraction : 8.8%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20900 \n",
      " \ttstart            : 53146.97\n",
      "\ttstop             : 53146.99\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.0 deg, -39.3 deg\n",
      "\n",
      "\tdeadtime fraction : 9.1%\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(observations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "14d8e103-38e0-4463-92b9-0f9d8ee5baba",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The total observation time is 7.010833740234375 h\n"
     ]
    }
   ],
   "source": [
    "total = np.sum(selected_obs_table[\"ONTIME\"].quantity)\n",
    "print(f\"The total observation time is { total.to('h') }\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66e3c49c-9cb9-43b7-9566-a7713b5ccf3a",
   "metadata": {},
   "source": [
    "## Exploring the data contained in a single observation\n",
    "\n",
    "In gammapy, you can have a view of the content of an object with the `peek()` method. You can use it on an `Observation`. It will show synthetic views of the IRFs.\n",
    "\n",
    "Note: above we defined `Observations`, so we wish to select just one of those."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3419f8a1-5994-4be8-bab7-cdf12ca99a68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "obs_id=20326 telescope='HESS' instrument='H.E.S.S. Phase I' sub_array=None observation_mode='WOBBLE'\n"
     ]
    }
   ],
   "source": [
    "obs = observations[0]\n",
    "print(obs.meta.obs_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7ac458b5-b514-4490-9859-813e4fd83c34",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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UYfhQMLgy1C2GcxABdCGLj9Y/FH05gxUYORg13ZCjf8i6Fs89QsB7BBWOdn7DsDbHuQghJJmYM2eO+tdwujl9zuE5jjqN2Qy9PhyVCIqOZ66xHAwg0RfQw12AaJkk7TCSdcHhpvPGG2+oc+nJvGD3MCDTwbI0ZNZ0g5Ht2FCoGLz66qtNznKMzwMJzfQBHQaH1izMseyzUxtHCCHJDJxUWIqLDMVwiEV7njWm+sa4Awo9PJ91lixZohKeROPyyy9XNgNhP2D3kDSrMdDPaHYBybjiAc9+ZDBGshdkPkYySB0sA9adoRCDwJbieW+sEGhuG4B+IEELnLiY+LNmXTbAqgM4PK12GROPsLnWJJuEJANUIJKUAw/4aAMOPPStS7OcgOxhGEAhY9aVV16pDC4yXsJQIhYVslwh+zEyVmJGDxm5YIhgbDAYgZGGwYaEX58Rg3FCRjQ4B7EvlpGB6gTOQ8xYYakysoDpYBkdHJiYxUKcDDgZYZCgWoShhFrFDmTGhLIFMUXOP/98NdMHiX082TYxo4d4Xlhahyxu+HEBuTwM4tSpU1X8ERjh5jgXIYQkg33B8wvLY/HswzPaUG04fc7BCQf1ATIkwmmFySIsu0KsJiyHgkLDyr777qsGO1g+DYcinq9og9eIPQV7hLhKWNqGpbqImwWsNiMayFgJG4KYUTgGjmdkYR44cKCybwbYRqZixHWE8xJ9xrI09MXt8jxkZX7ggQeUehPxI3GvjQyWTQG2GJ8TlPwYsEHpgXuOlQLIDKoDW4y4xliqhvcx+QZ75tTGEUJIso9tHnzwQWVLMG656KKLlC3CEmPE/MOzz4iHawfsCewTsjDjmYpwEBifYB+em9HsDexLv379VFxDPOsRl7ExYOMw9kKIEExiwVGHkCBORAdYAYBsyogdjLEWVIiwA+gn+qIDFR/iCcKmGVmYEVten4BrDhuA2ISIqY/rwGeGuISweT179jRlUraOAdEv/FY488wz1e8E/KbAvcb40Zoxm5CkoFlTshDSSpnKUJ566ilXWZhBRUVF6J///KfKYoUMmKWlpaEdd9xRZYzUM3chM9n9998f6t+/f7jeXnvtFXr33XfDdRYvXhwaOnSoykqGfhnZyqJlYTb4+OOPw9exYMGCqNf/v//9L3TyySeHOnXqpLKgIUPaQQcdFHriiScavXfPPPOMujZk9OrTp4/K1jZx4kRTJrBY9wesXr06dNlll4V69+6tzt+uXbvQrrvuqrJS4/7Fey5CCElm+4LnOzIqjh8/PlRTU2OqH89z7rnnngvttttuKvslsjwiM7BuB6LZq3nz5qln/C677KKevQCZM0eOHBlq06ZNqKCgIDRkyJDQN9980yCLpZGF2WinU11dHbr22mvVsx7P8a5du4YuuugilQlSp7a2NnTNNdeEunfvrjJEoo9z5syxzcI8c+ZMU3sjuyf+1Y85evRoZcNwL/bcc8/Q119/3eCY0TDs5z333BP1/TvvvDPUq1cv9Xlsv/326veAcR90cA377LOPun94D9cVr40jhJDWGNvg9cUXX9zgGNGeoXhmnn322aFu3bqp51nHjh1De++9d2jcuHENntOvvfZa1L5NmDBBZSrGeKdv377K7h1zzDENstsbjB07Vh0PdskpZWVlqp+6Xfvll18azcKMOqeeeqrKhgwbBXu9++67hyZPnmw6vnHPHnvsMVUX9wIZmF944YUGfXFiA2LZovvuu0/d4w4dOqh71qNHj9A555yjxoV212Hw9NNPh3baaafw2BL32cj8bIDPuLCwsMF5o9k6QlqSLPyvtZ2YhBBCCCEkPrDUCxksodqIlnyFEEIIaQ6g7uvbt69S/U2YMKHB+1DeYTkxklglC+gPlhFDQU8IaR64hJkQQgghJMl56aWXZNmyZWoZLpaQIdPjPffco5aA0XlICCGkuUAcWSQUQZxCxEzEclzEGMRSaMQ7NEA4DCy/xpLi2bNny1tvvcUPgZA0hw5EQgghhJAkB/H6ELMJcXgRLwqxqBATF68JIYSQ5gIxfRH/D7FlEXMdsd733HNPFQtwhx12CNdDHHbDyYh4fVAnEkLSGy5hJoQQQgghhBBCCCGE2NJ42r4k5Y477pDddttNzcgj0xNmPH799deYbZB5D7EQrAWZmAghhBDaI0IIIZnE2LFjG4yNunTp0trdIoQQkoSk7BLm6dOnq6CocCIi7f2NN96o0sHPnz9fpWiPBRyNJSUl4ddItU4IIYTQHhFCCMk0sCz1k08+Cb/2er2t2h9CCCHJSco6ED/88EPT60mTJiklIgK4IqB4LFCvTZs2LdxDQgghmQDtESGEkFQmOzubqkNCCCHp60C0smHDBvVvu3btGq07cOBAqampkX79+sk///lPFfzVjtraWlUMgsGgCiaLYLGQ+BNCSLITCoVU5rwttthCZW/VwbOwrq7O1XFzcnIkLy+vmXqZPtAeEUJIdGiPkpOFCxeq3whInrHHHnvI7bffLn369LGtz/ERISSVoS1qAqE0IBgMhoYNGxbad999Y9b75ZdfQhMmTAjNnj079NVXX4UuuuiiUFZWVmj69Om2bcaMGRPCbWLhPeB3gN+BVP8OLF261PR8q66uDklOkevjdenSRR2D0B619nebhfeA34HMtkclJSWhbbfdNrT99tuHHnnkEZqlOJg6dWro9ddfD/3444+hadOmhQ444IBQ586dQ2vWrOH4KAn+Vlh4D/gdSB1b1CUDxkZpkYUZsRDff/99+fLLL2XLLbeMq+2wYcOUkvCdd95xNMMGZUmPHj3kt8U/SXFJcZP7TppOSP29hl9E3W/a1uoEQ8HItt7Y8l5I2w6EAtq2g/3ByP5Nx9LrRbaD2na9vl+CjZ4P+AOR9/xavfqgtl/ri9+0P3Lt/shuRV0worStDURi4viDESVbnbZdG4hs19vUsb72ByLn8NdnRW3v1/oRMJ3DrAQOhLKibgf19tr1BrXtkHYPrU/GoPae3l5/hAZt90eOE9LqxCLLE+mvLhrMzo58Bjm5ERF5Qb75PhTn1Ie3/VWV8uo/jpCysjIpLS0N79+4caN6nbvXaJHsXImL+lqp/fo+9UzUY8pmOq1hj5YuXRr3Z3DpFz+IW96fttJ12+pqv+u2uT73MbmKinNcty0odN+2sAlt8wt9rtuq9vnu2xcUuM+xV+Az26Z4KNSeW/FSmue+bXGO++9lsc992/ZNOG+hz/0iora57pXjRdkF0hQqyyvlkB1pj5KZyspK2WqrreSaa66Rq666Km3HR88smBPePrvvzpJsWIfoXPlGSPNRvrFctu61A8dGmbiE+dJLL1WDrRkzZsQ9WAN77rmnTJkyxfZ9SPlRrMA4ctCcqg7EUNwOxGDcDsSArQMxGK8D0eZ8eh2nDsQ6Wweivm06rHg1Z51HcyB6NeeeR9vO0urrTsYsiwNRr+fRHIhZ9TbH1RyA9YHo+ze10RxvNg5Ej40DMejQgZhl5ygMOHAsunIgRrazNSeKT3Mg+iwOxJzchoNp2x+f2bmSlR3fgDLlZ57SyB7BFsVrj3IKi8Qtntxy122zAu4dJlk57h2Inrw4HeQa3jz3TkBvvvu22U1oq9oXuHcg+prgQMzJce9AzGmCAzE33/13K68Jjrz8JjgQC3Lr3Lf1uf98C5viQPTFTlToFNqj5AXJKHfccUe1rDmdx0dXDIodMz+Z0X9j0rFIiHtoi+LH/S/EJHhwXnLJJfLmm2/Kp59+Kr1793Z1nB9++EG6du3a7P0jhJCUARJHNyUOHn/8cdlpp53Czq699tpLPvjgA9MzfezYsSoGU35+vgwePFh++ukn0zGgdoCTrkOHDmqAc/TRR8tff/1lqrN+/Xo544wzlLISBdtQXuosWbJEqf1wDBzrsssuaxAHcu7cuXLAAQeovnTr1k1uvfXWBmoAve+0R4QQkhr2iMQGtvbnn3/m+IgQkrnQFqWfAhHLxF588UX597//LcXFxbJixQq1HwNGDPjA9ddfL8uWLZPnnntOvX7ggQekV69essMOO6jBIpQeb7zxhiqEEJKxQJkYb1KoOOtDkXfnnXfK1ltvrV4/++yzcswxx6hJHDyT7777bhk/frxMnjxZ+vbtK+PGjZMhQ4bIr7/+qp7x4IorrpB3331XXn75ZZXIavTo0XLUUUfJ7NmzxevdpE4bPny4cioamZHPP/985UREOxAIBOTII4+Ujh07qmXGa9eulREjRign4MMPPxxe2o1zI8HWzJkzZcGCBXLWWWcphyPOaYX2iBBCWt8e7bbbbsoW4JmMQpxx9dVXq0k1LEFetWqVsr+wg7CNJH6qAzXh7XxvfGpffcWTJ8veMd5SqkN9xVaWMFkoyWASMDZKVVLWgQg1C4BKRWfSpElqoAeWL1+ulCYGcBrCSMKpCCcjBq2IVXXEEUckuPeEEJJZRhKDE53bbrtNPce/+eYb6devn5rgufHGG+X4448POxg7d+6sJoouuOACFV9p4sSJ8vzzz8shhxyi6mASqHv37vLJJ5/IoYceqhQTcBzimMgiCZ566imldoQjctttt5WPP/5Y5s+fr+IGQu0I7rvvPmU30CeoI1944QWVnRrOTCzR6t+/v3IiwsGJeFDWH+60R4QQ0vr2CBM+qbJ8NpnApNupp54qa9asUZNrCKcBO9qzZ8/W7hohhLQOdCCmnwPRSe4XDP50EAwYhRBCSPMAlYKTuEg6UAG+9tprKlA7nHuLFi1SKvKhQ4eajoMlxF999ZVyIEJl6Pf7TXXgAIRzD3XgQPz666+VCt1wHgIMhLAPdeBARB20MZyHAG2xZAvngOoQdXBu/TpQB6r2xYsXNwiZQXtECCEkVYGqnzQfdqpDfzASL9XniR7DNJbqMBFQdUgIaQwGDSGEkEwHP1jdFBGlADTiDaLccccdtqdBXMGioiLlmLvwwgvlrbfeUupDIwQFFIc6eG28h39zcnKkbdu2Met06tSpwXmxT69jPQ+OiWPHqmO8NuoQQghJLntECCGE0Ba1LCmrQCSEENJMIMuzlunZcRsRtRRYXzIWS30IBeCcOXNUUhPEnkV8penTp4ffty4NhrKvsTg/1jrR6jdHHUNlyGyHhBCSnPaIMRBJPFT4K5s9u3gs7FSHTmHmZUJSwxalO3QgEkJIxuMi5tTm4NpGVmUnQOVnJFEZNGiQilf14IMPyrXXXhtW93Xt2jVcH8HcDeVfly5dVBxbZFnWVYios/fee4frrFy5ssF5V69ebTrOt99+a3ofx8TyaL2OVWmI8wCrMpEQQkhy2CPGQCSEENLatijdoeafEEJIq4DZdMQeRExBOO2mTZsWfg/OQqgTDefgrrvuKj6fz1QHibLmzZsXroN4iki28t1334XrwFmIfXodtEFbAyRWgXIS5zDqzJgxQ/VBr4O4ib169WrRe0IIIYQQQgghyQgViIQQkum4iSEVZ/0bbrhBDj/8cBUzsby8XAVt//zzz1XWZCwLvuKKK+T222+XbbbZRhVsFxQUyPDhw1V7xFc855xzZPTo0dK+fXtp166dXH311bLjjjuGszJvv/32cthhh8l5550nTz75pNp3/vnny1FHHaWWTwMkYUHcxTPOOEPuueceWbdunToO2hhKSpzzlltuUZmZ0e+FCxeq/tx8881cwkwIISlujwgBIWk8IWcyoYdQ4XJmQlr6D462yA46EAkhJNPJciHTj7M+lhbDaQflH5yBO+20k3IeDhkyRL1/zTXXSHV1tYwaNUotKUYmZaj+iouLw8e4//77JTs7W04++WRV9+CDD5bJkyeL1+sN13nhhRfksssuC2drPvroo+WRRx4Jv4+677//vjrPPvvsI/n5+cpheO+994broH9QOl588cVqqTWWTF911VWqEEIISW17RAghhNAWuYMOREIIyXQSECh44sSJjc6sjx07VhU78vLy5OGHH1bFDigTp0yZEvNcPXr0kPfeey9mHSgbsYyZEEJIAmESFZIgin1FSX2vdZUhaCwZHCGkGWESFVvoQCSEEEIIIYSkNEyiQgghhLQsDBpCCCGZjhHnI95CUpb11T7XbY85PJIpO14KCtyft7Yu4Lpt+cZa120rK+vct61w37aqCecF1VV+120rq4Lu29Z5m9DW/bx2WRO+0xvrmtDW777tmtoc120r/e4/33W1Na7blvsrpUWhPSItxLraMlNJdqAy1AshJJF/gBwb2UEFIiGEZDqMOZWRuHUifjptsetzVle7d3rk5/vEsqLLMcUlOQ2WgzmlqCjX3UlFpLDIvYOooNB9W5DfBGdtfr5Xgi7vdVFOvevPqbAJbdsWuP9uleQ0oa3PfdsOue6dxEU+99+Ptrnuv9OlTVz26ZFGHCG0R4QQQlob2iJb6EAkhJBMRxnJeLNecjacEEJIM0N7RFqIdrltbN+bt25eeDvHG3Gw9y3dpkWyPmc15khPIMnaL0JaFdoiW+hAJISQTIeBggkhhCQDtEeEEEJaG9oiW+hAJIQQQgghhBCStljjHuqKxP7t+rd8B/TwDC6EfnoYjuaMiUjVISEkHuhAJISQTIdxPgghhCQDtEeEEEJaG9oiW+hAJISQTMdNVmVmYSaEEJJE9mi33XYTr9crF198sSqELK34K3wTdjr2DdMNWf/J5Qm9QcmaSZkxEAmJAsdGttCBSAghmQ5n2QghhKS4PZo5c6aUlJS0TL8IIYRkDhwb2UIHIiGEEEIIIYSQtKJ70ZZxKw4XbFjYbFmY6wJ1URWIPo8vaRSMjIFISOtwxx13yJtvvim//PKL5Ofny9577y133XWXbLvttuE6Z511ljz77LOmdnvssYd888030lrEuUaAEEJI2mYai7cQQgghtEeEEELSiQSMjaZPn67CbcAZOG3aNKmvr5ehQ4dKZWWlqd5hhx0my5cvD5epU6dKa0IFIiGEZDqM80EIISQZoD0ircC8dfNaJCNzjjdHWoKWyshMCElcfPgPP/zQ9HrSpEnSqVMnmT17tuy///7h/bm5udKlS5ek+WioQCSEkEzHiPMRbyGEEEJojwghhKQTTRgbbdy40VRqa2sdnXLDhg3q33bt2pn2f/7558qx2LdvXznvvPNk1apV0ppQgUgIIYQQQgghJGN44pfZ4e0Lt9tVUol4VYfMtExI4ujevbvp9ZgxY2Ts2LGNqoqvuuoq2XfffaV//4gK+vDDD5eTTjpJevbsKYsWLZKbbrpJDjroIKVShDKxNaADkRBCMh1mGss4yisCUlzkddX2oCG95NNpi121zc/3SXW131VbtEN7N5RvrJPiEndLySoqaqWoyN2PtMqKOikscnfeqso6KSh0v/ytusov+QXu7ld1dUDy8919PyrqsqUop95V28q6bCl02XZ9lU/aFrj7bm2s80lJjsu2fp+U+Ny1XVObIx1yI0kW4qHCXydFPnffj/W1tdLW5cBjg79CSn1F0mKkgT0qLy9XAzy/3y+BQEAuu+wypRohhBCSIjTBFi1dulRKSkrCu504+i655BL58ccf5csvvzTtP+WUU8LbcCwOGjRIORPff/99Of7446U1oAOREEIyHcTs8LRsnA+SnE5EN/x3hjvnIQhUO1vGEY3cojwJBoOu2paU5okWMiouiopyTPGm4qGwSW2bNrOcl+9zfc0FBe6ch8Ct8xC4dR6C0ny/BF1eb5tcdw5A1dal8xC0c+k8BMU57p3L7XLzXLct8RVLU8hqzHakgT0qKChQwfHxb1VVlRr0YaDXvn371u4a0Wgu1eH6uk3LDg3a5pRGrecP+puUhbkpMNMyIfH+0bi3RSUlJSYHYmNceuml8s4778iMGTNkyy0jmeOj0bVrV+VAXLgwki0+0dCBSAghmU4aKD4IIYSkAWlgj7xer3IegpqaGqVCdDuRQAghJD1tUSgUUs7Dt956S8U57N27d6Nt1q5dqxSOcCS2Fsk1ZUcIIYQQQgghLQRUHsOGDZMttthCxZJ7++23G9R57LHH1GAuLy9Pdt11V/niiy/iOkdZWZkMGDBAqUmuueYa6dChQzNeASGEkFTn4osvlilTpsiLL74oxcXFsmLFClWqq6vV+xUVFXL11VfL119/LYsXL1ZORtgu2JPjjjuu1fpNBSIhhGQ6aaD4IIQQkgYkwB5VVlYq597IkSPlhBNOaPD+K6+8IldccYVyIu6zzz7y5JNPqkD28+fPlx49eqg6cCpGy6z58ccfK8dkmzZt5H//+5+sXLlSLV8+8cQTpXPnzvFdF2kySyv+Cm93L7JfGjhv3bzwdv92kQQGddqy4xybZcd2S5atNHXZsq5ijTeJCiEk+WzR448/rv4dPHiwaf+kSZPkrLPOUmr2uXPnynPPPacmpaA6PPDAA5WNgsOxtaADkRBCMh3E7MhK7ZhThBBCMtsebdy40bQbgeujBa+HMxDFjvHjx8s555wj5557rnr9wAMPyEcffaQGe3fccYfahwyYToDTcKeddlKqR2TSJIQQkgIkYGwUaiS0RX5+vrI9yQYdiIQQkunA3nninGWj/5AQQkgS2aPu3bubdo8ZM0bGjh0b16Hq6uqUc/C6664z7R86dKh89dVXjo4B1SEGfgiiD6cmnIcXXXRRXP0gzUMs1eETv8yOK6HK6pq14e2OeZGEOBX+SlO9Il+htATxqg5DoikWhYpFQuKCYyNb6EAkKQ+MYthIwj6GGu43bWdlhT3+niyPBEObsnp6JEuCmrE1vadte7O8Eghtyl7qzfJIIOp+bdvjlUAwku3Uk+WVYJR6+v7sLK/UR9mvn0+vA3xej/gDm97zZXnEb9TzeKR+c+bSHI9X6jb3xefxiH/zfvM2MsVF7m+uNyi1gU2/znO9AakNbMrOmeMJSl3Q02Bbr+/zBMUfpY567Q1KnVHPGxJ/YNOPm5zsoNTVb9qf7QlK/eY2Pk9I/MFNdbK9Qanf3DbbE5L6zfs33e+QBDa/9maFJBDatO3xhCRo7PdkSWBzuk6PJ0uCxrbXI8HN9xC/0/SJIf09vb3p++TNkmAgyn7tHFmeLAk5SBWKOqgL0BbHAPX+gGT7Nn0GtbX1kpu76TFeVR2SgvzIfdhYmy0luQ4zmnIJMyGEkGSgCfYIgeX1zJfR1IeNsWbNGpX0xLrcGK8Rm8oJf/31l1Iw4jcAyiWXXKJUiIQQQlIEjo1soQORtDqGAw0YTjrrtuE0s9aP1cbUXuzqRD937OMGovYrKDZ1NOchMBx7wHDsgTpt22/aDkTdr9cHhmNvU73Ij2/dabepzqY/+1ptv+HI29TWLC2rrY9eT9/WHXimY+n1teNY2/jrIw61QH0w6na9ct6FGuw3HHPhejbvGc4/637dmac7DJ1mTNRnhPUxj+H8s9bxZpvvg+EYVO9p23BYRqsDJ2XEMemRujrD0SyyMRKqR2Es5qqvcnQphBBCSMpy8MEHq5hRCEyP0pxqL9hdpwowxEecM2dOk85PWj4Goq46fG9JRF16VI+9w9srq1batm9pxaEVfSwCYYNb1aFeJ1Y9QgiJBh2IhBCS6TAGIiGEkBS3RzNnzjQpEN2A7JZwQlrVhqtWrWISFEIIyRQ4NrKFDkRCCMl0KNMnhBCSDLSyPcrJyVEKwmnTpslxxx0X3o/XxxxzTLOdh7R+DEQdXXW4YMPC8Hbf0m2i1i+riyTsKfEVmd6zUwfq+LXszk6zMztRCjZXHUIyHo6NbKEDkRBCMh2sf447aD1/gBJCCEkee7Tbbrs5WsJcUVEhv/32W/j1okWL1JLjdu3aSY8ePeSqq66SM844QwYNGiR77bWXTJgwQZYsWSIXXnih++sihBCSOnBsZAsdiIQQQgghhJCUxukS5lmzZsmBBx4Yfg2HIRgxYoRMnjxZTjnlFFm7dq3ceuutsnz5cunfv79MnTpVevbs2aL9J6lDmxxnS+XrAnXh7RxvTtyqw0RnYWbmZkJIY8QZZIQQQkjaxvmIt5CUpbrKknEnDvbZv5frtt78+LOiGtRW1Lhuu3GD+7YVFZEBYLxUNqltrTSFmmr3n3FVlTn5VzxU1Lmfm65sQtsN1fEPyA3KapvQ1u++7braiEMhXsrr3H+31tU24W/JXy7Jao+gQOzXr588+uijMU8xePDgcIZkvcB5aDBq1ChZvHix1NbWyuzZs2X//fdv2esmhBCSPHBsZAsViIQQkukwzkdG4taJOPPLRe5PWufeKeYrLW6Qdd0pJSV5Egy4a1tckuM4K7uVomL3DtOCQvfnBfkF7p1TBQVe122Lcupdty1sQtvSfPcO0za5TWjrc9+2fR7augsHUepz//m2yc1z3bbUofLKjkbjwzXBHjVHEhWSOTzxy+yoGZn1uId2WZwDocgkizfL/LysDkQc9N5W1Oq4iXXI+IiEJEc83mSGDkRCCMlwsCwm3qUxmWIkCSGEJA7aI0IIIa0NbZE9dCASQgghhBBCUhqnSVQIsaoO313yVXh7mJaRWVcd1gcjCulsj/0QOt/buMK33qRg9ERVAFoV6HYTvU2NW5iMcQ/1a7dedzL2l5BMgg5EQgjJcNyo9PmbjRBCSDLZIy5hJoQQ0tq2KN2hA5EQQjKcLE+WKnERb31CCCGkEWiPSEuxrrbM9NqnqQh11aEddqrDYCgYX5xPHMsSNzEaTkPLNFWFl4wqvljXnoz9JekHbZE9dCASQkiG43Exyxbi7zdCCCHNDO0RIYSQ1oa2yB46EAkhhBBCCCEpDWMgkli0y23TIjfIieIwVgxEfT7WmtG5KaRjbERCSOtDByIhhGQ4+GEYdxZm/pgkhBCSRPaIMRAJIYS0ti1Kd+hAJISQDIeBggkhhCQDtEekOVla8VfUjMqg3F8R3i72FbV4BmF/0B/e9nl8cR3HeqzmxK6/VB2STIa2yB46EAkhJMPBD8a4f5i20A9ZQgghmQvtESGEkNaGtsgeOhAJISTDoZEkhBCS6vaIMRBJPOiqw+r66vB2fnZ+k25kTbA2cixvXlxtrRmddeJVBNrV12MbqnqcECak4d8PxRW20IFICCGEEEIISWkYA5EQQghpWehAJISQDIdxPgghhCQDtEci77zzTtz3bciQIZKf3zTlHCGEENqixqADkRBCMh0XMv0Ql7ykNDXVfsnLbzyIezR227e3zPxykbsT5+SK1EWWd8WDf0O5+EqLXbXduLFGSkriW0pmUL6xTopLcly1rSivlaLiXFdtqyrrpKDQ3XlBdVWd5Be4a19VFZCCAq+rthV12VKUU++qbWVdthS6bLuh2iel+ZEkBfFQVuuTNrku2/p90sbnru3aGp+0z3PXdoO/Tkp97j7fstoaaZPr7u9hQ91GKc0pkRaD9kiOPfbYOG9ZlixcuFD69OnTYh9LqmJNnKJT4a8Mby8uj9i0/u36x3UO/TigyFcYtZ6TxCmeLI+j5cx2iU+c0NTkKPoSaKfHakp/W7JfhLSmLbrjjjvkzTfflF9++UVNAO29995y1113ybbbbhs5Zigkt9xyi0yYMEHWr18ve+yxhzz66KOyww47tNqHRwciIYRkOPi9qv1mddyGpL4T0Q1zv3HpPAQunYfA07atBALm2E1OadMmr0FGS6cUl+SKy6bKeei2LZyHbtsa7d2Sn+91fe7CnIAEQ+4Gb8UunXjArfMQuHUegrY5da7btsutb8J5c923zXWvVCvJKZWm4MmK7ZimPdrEihUrpFOnTo7uaXGxu4kVQgghrWeLpk+fLhdffLGK31tfXy833nijDB06VObPny+FhZsmIu6++24ZP368TJ48Wfr27Svjxo1TivNff/211Z79HAISQghpcTDLBgMJY4dBERQWMH46Z511VjhosVH23HNPU53a2lq59NJLpUOHDsq4Hn300fLXX3+Z6mCG7owzzpDS0lJVsF1WVmaqs2TJEhk2bJg6Bo512WWXSV2d2REwd+5cOeCAA9SsYLdu3eTWW2917YQihBDSssDG9OvXT6kzUpkRI0bEtRz59NNPl5KSFlSFpilQChoFqkOjNOU4KNWBmnCpC9SFix2BUCBcdLIs/5ne034nWVV4xn9OcdPG0XFDoXBJBHb3ipBk5cMPP1RjH6gJBwwYIJMmTVLjk9mzZ6v38bfzwAMPKMfi8ccfL/3795dnn31Wqqqq5MUXX2y1ftOBSAghGY7Vaee0uJll++abb2TatGlqpg2zbJWV5qU/hx12mCxfvjxcpk6danr/iiuukLfeektefvll+fLLL6WiokKOOuooCQQiP7yHDx8uc+bMUYYZBdtwIhqg7pFHHqnOjWPgWG+88YaMHj06XGfjxo1qhm+LLbZQgfkffvhhuffee9UsICGEkOSzR3hWQ7kBW5PKYBAZj7Lk8ccfVxNhhBBCUmdsZGXDhg3q33bt2ql/Fy1apNToGC8Z5ObmKnHDV199Ja0FlzATQkiG4yZofbz14cizDpCgRMQs2/77728yjF26dLE1rBMnTpTnn39eDjnkELVvypQp0r17d/nkk0/k0EMPlZ9//lmdC45KxAkBTz31lOy1115K8Yi4Ih9//LEaZC5dulQ5CMF9992nZgFvu+02peR44YUXpKamRi0ZQJ8w67dgwQLlQLzqqqtaLIYPIYRkMomwR6kIbOWuu+7a2t1IK8r9FeHtP8sXh7dzvJHwAL2Ke0X2azEMy+o2hrfbWGKC5nsj8UWbor5z8zvDjfrOro1dTEGn5+DvJJKptmjjxsjzAWAcgRILPCswvth3333VmAPAeQg6d+5sqovXf/75p7QWVCASQkiG48nKclWac5bN4PPPP1eORcT5OO+882TVqlWmAZTf7zfNxMEBCENrzMR9/fXXatmy4TwEWAaNfXodtDGchwDORyyPNpYNoA5m+HSDjzp///23LF4cGWgQQghJbXuUChx33HGt3QVCCMkYmmKLunfvHg6jhIIwTo1xySWXyI8//igvvfRSg/cahCoIhVrVQU8FIiGEENc01ywbOPzww+Wkk06Snj17Ktn+TTfdJAcddJBy6uGYmInLycmRtm3bNpiJM2bp7ALPY59exzqbh2Pi2HqdXr16NTiP8V7v3r0d3R9CCCHECSeffLKtzVy3bh1vYjPzwu+ROMwXbhdRdy7YsDCq6lCnNuAsIVhNMFIvW0sgpGdk9tokFoqlXtSdB3ZKQSf7re/Z7U/WzMu253bQX6f3gZB4Wbp0qSkubWPjIsR2f+edd2TGjBmy5ZaRzPHGiiyMO7p27RreD3GFdRyTSOhAJISQDMdN3I4sbZZNZ8yYMTJ27FhHs2yIP6hzyimnhLfhWBw0aJByJr7//vsqeLAd1pm4aNfSHHWMH8NclkMIIclnj1IdhOJAiI6ioqIGtgcDS0IIIclvi0pKShwltsKzHc5DxHbHCiyrOAGv4URE7PiBAweqfUj4iLjyd911l7QWnnTO6BkN3HDEEMnLy5M+ffrIE088kZD+EkJIssf5iLcYs2xYjmyU66+/3tEs22effWaaZYsGZtvgQFy4cJMaAEYUhhNZlnX0mTjUWblyZYNjrV692lTHUBoa4JhYHh2rjrGc2jrrR3tECCGtb49SncGDByvnIcJn6AX7jcEjaT6gOjTKvHXzwmXLwi3DxY7O+R3DJRaIh2gUJ1mY7TIyO80+rGc+ts3gHCO7s5NzpAJO+uvmPpDMIRG26OKLL1ax3JFRGT4tjDtQqqurN/chSyWPvP3225WTcd68eSpee0FBgUoY2VqkrAPRaUZPHSyJO+KII2S//faTH374QW644Qa57LLLVPZNQgjJVJqSacyYZTOKnUwfP2ahPHzzzTfl008/dbQEeO3atcpBacj2Mfnj8/nUM98AmZphUPfee2/1GslS4Mj87rvvwnW+/fZbtU+vgzZoa4DEKui7EaQedaD4gMNSr4O4idalzbRHhBCSupkvkwXYRzgMnSQiI4QQktq26PHHH1fjE0wSYaxjlFdeeSVc55prrlFOxFGjRqmVWcuWLVPjETgcW4uUXcLsNKOnDtSGPXr0kAceeEC93n777WXWrFly7733ygknnJCQfhNCSCaCCR/MsP373/8Oz7IBBBfOz8+XiooKtfQZz2IYTyQqwSRPhw4dwsHjUfecc86R0aNHS/v27VUClquvvlp23HHHcFZmPNcPO+wwlYDlySefVPvOP/98Oeqoo1QGZoDJpn79+skZZ5wh99xzj4otheOgjbHkADN7t9xyi5rpQz+ggsQM4M0339zgBwLtESGEtD5YmeT1epW9QUl1YCeNGFik6ayrLTO9bpfbJry9VclW4e0llUvD29uW9m22W6/HPdSxi4HoJr5gMjnTWzPuoakfVBeSJCXkIEs7/o4wPmosPFQiSVkFotOMnjrIqqln7zSyasKJiKVr0UBWTiQJ0AshhKQTiZDpNzbLhkHf3Llz5ZhjjlEZmEeMGKH+xXNbn2W7//77VcgKBJvfZ599lIz/3XffVe0NXnjhBeVUxPMeZaeddlJxpQxQF3EVEcoCx8CxcExMJhnAWQml419//aVm/DDzh8QvKI1Be0QIIYm3RzNnzpT58+enhfMQWMcsiQJhOYylc4QQkolkcjiNtFUgOsnoaSVa5k28xvLnNWvWmLLb6EYUKhRCCElXsjwocQYK9jTvLBtUiB999FGjx4HT7+GHH1bFDkwkIaZILKBGf++992LWgRMy3sD1tEeEEJLc9iid1CnNDZywEyZMUBNv6YauOLTy+8bfw9v920UfS66uWRve7pjXXlqCYCjoSGGnqxZtsy23UBZkNxmZW4rWzPRM0hvaInvSwuQaGT1feumlRuvGm1UTCQH0BAGIx0UIIekEZ9kyzx7V1da7brvjno3Hr7QlJ3qMTCcELclz4qGsrMZ12/KNta7bVpS7b1tVGYm/mej21dXOA/hbqayLfzmeQXlt9CV+TthQ7b5tWRPOu74ux3XbdbXu5/HX17n/bq2v3RSg3Q0b6zat+GkpaI+k1RwiCCVy2mmnyVNPPSVt27ZN6LkJISSZoC1KYwWikdETKpHGMnraZdXMzs5W8bSigaD6dkkBCCEkHVD55+IcqLT2rHMykmr2yK0T8dfvIkqNuLEJF+KI9h0kGHSnyGnbNl/cinmKS3JcK4GKinNdty0satpnnV/gc33uggL3Pw8Lc9w7H4tz3X8/SvPdt23ThPO2y3HvqG2X696R3y7XPqtrY7TNzXfdtjTHXsXlBE8jckHao9YDS7+PPPJIFVN43LhxMesixBOKQSqGeNJjIuqqwwUbFoa3+5ZuE7Xtssq/w9vdCrdoNhWf/vdhfX7Hqy5044B2oi5Mpt9/6aqsJK0PbVEaOhDx4MRgDSmtP//8c0cZPZFVE7GydJDFBvGtkNmTEEIIoT0ihBCSSbz88svy/fffqyXMTmCIJ0IIyUyy0zWjp7HcC6mun3vuOfX6wgsvlEceeUTFS0S2TQTnnzhxoqOlZoQQkq64CfzLUDMRaI8IIYT2qLnJyXG/PD4eEA7j8ssvV6IKxBl2AsZYelIxKBC7d+8uqZqFWUdXHS6t+Cu83b0o+sqCCn+l6bXXEwnjkO+N3M/aQESxmevNbTQGolWt25R4f3YZiq1qu0xW3iXi2qlyTB04NkrDGIiNZfQEy5cvlyVLloRfQ6U4depUpVjceeed5V//+pc89NBDcsIJJ7TSVRBCSOuDH6JuCtkE7REhhNAeWamqqpKePXvK1Vdf7ermzJo1KyFfq9mzZ6sQGrvuuqsKo4Eyffp0NUbCdiDQMCwBwmmUlJSYCiGEpAscG6WhAtFJXJ/Jkyc32HfAAQcoiT4hhJBNuHEI0oFIe0QIIc1NOtmj2267TfbYYw/X7f1+vwwdOlSefPJJ6du3r7QUBx98sMydO9e0b+TIkbLddtvJtddeK16v+8RIqZKFed66eVHjIeqqwzU168LbHfLahbcLsvMdxfnUVYf1oYhT1qvHPYylFHTwPXcTwzBeVRxVdO7JZIVnqpFOtqi5SVkHIiGEEEIIIYQkGwsXLpRffvlFhg0bJvPmRZxT8YD47Gjb0oNShILq3z/iNAOFhYUqoZd1PyGEkMwmZZcwE0IIaR48We4KIYQQkmr2aMaMGcqxt8UWWyjn3Ntvv92gzmOPPaZCHyEmIJb2fvHFF3GdA8uWkWikqZx55pkqXjtpWaA6NApiFRqlLugPF6gOjWJVHOrFumIuXLT/rHEPjeLN8oaLqa3DEjOj7Ob/zD0Jmd5zgt2xCEknODayhwpEQgjJdDxZkhXvCIweREIIISlojyorK2XAgAFqmW60OOiIp37FFVcoJ+I+++yjlhAffvjhMn/+fOnRo4eqA6dibW0kKYYBEpEgkzGWHKN89dVX0hTq6urk6aeflmnTpsmgQYOUMlBn/Pjx0hIgXjwhhGQsHBvZQgciIYRkOMw0RgghJNXtETIBWxN9oFiBMxDFDjjlzjnnHDn33HPV6wceeEA++ugjlTDLUBUi8Ygd33zzjbz88svy2muvSUVFhYpliCQjN998c3wXhth88+bJLrvsorYXLFiQkfG2CCEk0XBsZA8diIQQQgghhJCUpnv37qbXY8aMkbFjx8at+INz8LrrrjPtRzITp2pCOBkNRyMSOsIJ6MZ5CD777DNX7UjjrKsti5pgRU92orO0cll4u9hXHN4u8RWZ6tUG68LbeZ7ox3KC1UEcMCVeiSS2MS0fNm1GX1bs1PGsL4m2a9MaSUFSOYmL3WdISCpBByIhhGQ4zDRGCCEk1e3R0qVLldLPIJr6sDHWrFkjgUBAOnfubNqP1ytWrJBEU11drRw5BQUF6vWff/4pb731lvTr1085NQkhhDQ/HBvZQwciIYRkOJTpE0IISXV7dPDBB4vX65WLL75Ylab1w9wJOPHcLBk+66yzmtSPY445Ro4//ni58MILpaysTHbffXfJyclRjk4stb7ooouadPxMJsfjC2//b93c8PaAdjuGt6sDNeHt7oXdoirJrIlT8r15UVV89cH68LZPO7cd1qQoJtWh/p72tdS/o01NbJKsS+QToTpEQhu7z7cpUHWYOnBsZA+zMBNCSIZjzLLFW0jq4vdHfhzHy7a7b+X+xL7GB022rF3juun69dWu25ZvjCxHi5eK8oZJFpxSWeG+Laiu8rtuW1UVGejGS2Wd+2VZ5bXuvx8bqt23LWvCedfV5bhvW+t+Hn9dbcSxES/ra93/PWyoiyz7TDZ7hOQlSHTSFOdhhw4dlBPSqjZctWpVA1ViIvj+++9lv/32U9uvv/66dOnSRakQn3vuOXnooYcS3h9CCMkEODayhwpEQgghJANx60T84ztzIP+4CLh3TEmHjiLBiOojHkraFkgg6O56S0vzxCIEcUxRUY6Egu4aFxbnNlCgxENBoXvHVkGB+5+HhTnuPiNQkufe6dkm333bkhz3bTvkunf0tsvFd9LdZEy73IjKKV7a5mxaDuuG0py20hQ8ktxxv6DuQ4ZlZD0+7rjjwvvxGmrARFNVVSXFxcXhDM9QI3o8Htlzzz2VI5G4p8hXGFV1qLO4fHF4e/s224W3y/2VtjEQdcWaP+iPqgh0E8cvXlVcU5V6qRxr0C5+o9Nrak7VISHpBv86CCEkw+EsGyGEkFS3R7vttpuKDfjoo4/GPAcyI8+ZM0cVsGjRIrW9ZMkS9fqqq66Sp59+Wp555hn5+eef5corr1TvYRlxotl6663l7bffVvEdkQnaiHsIRaQe75EQQkjzke5jo3//+99Kye4GKhAJISTDYZwPQgghqW6PsITZiVNt1qxZcuCBB4Zfw2EIRowYobImn3LKKbJ27Vq59dZbZfny5dK/f3+ZOnWq9OzZUxINsjcPHz5cOTER43GvvfYKqxEHDhyY8P6kS9Zla+ZlPQairjTUt/UszDmeiMLbk1Niq37TYyXmZ+c3qkY0KecsCrl4VXF2cRJjYafKc5KR2U2/nBzLqsR30qapWaNbKgYiSR3SfWx07bXXysKFC+XMM8+Muy0diIQQkuFkebJUibcNIYQQkiz2CApEJ0lUBg8e3Gh4gFGjRqnS2px44omy7777KkfmgAEDwvvhTNSXWBNCCGk+0n1s9Msvv7huSwciIYRkOOk+y0YIISQ1SIQCMdVA4hQUHWRjJk2j3F8R3t6yoFvU7Mw6nfM7Ra2jqwxBnRb30KQ6tMucLDYx+qJkAo/2XrxKQ6sKzzZbc6hlYiPGq2BsjWWhVB0Sjo3soQOREEIIIYQQQpKQd955J+42Q4YMkfz8iPOKEEJIZvBOC9sMOhAJISTD8WRlqRIPIUoQCSGEJJE9crqEOdU49thj41ZsIbZVnz59WqxP6UaONxLTcMGGheHtoKYu3E6Lh1hWtzG8nZ1lzizu9UReVwdqwtv53kjm9HrtuPq33asdq7Fl9tEwqRmzmk8pGCs2Y7Q61vbNSSpnhyapQyqPjY5tYZtBByIhhGQ4bjKHpVKmMUIIIelvj9J1CTNABmYoRJxQXFzc4v0hhJB0JtXHRitWrJBOnSJhF5rTZtCBSAghGQ7MXdwxp1qqM4QQQjIW2qOGIDv02WefLUuXLnV0D08//fS0daQ2J8W+ovD2ekuGZoOexb2iZmHuXtgtasZeqypOdyj4tdiIPi2Gol0MQqszwnSekPsfZNbzOVHxNSXzsdPMy06zM1N1SBJBKtuiESNGxBXCIl6bQQciIYQQQgghhLQiJ598sq1jZf369Y6P8/jjjzdjrwghhKQSkyZNiqt+vDaDDkRCCMlwsjxZqsTbhhBCCEkWe5TqMRA/+eQTef7556WoKKKMMxyIM2bMaLV+pQs1WjxCsE5THeZ7c8PbP61fHd7upSkQddWh04y9TuIY6oo6XWUY67h28Qn1uIdNxVYZaZc12prduRlVh81FrPvbmrEV9UzeehxMkv5joxkzZsg999wjs2fPluXLl8tbb71limF41llnybPPPmtqs8cee8g333wjrQUdiIQQkuGkepwPQggh6UEmx0AcPHiwch4ecMABpv0//vij7Lzzzo6P89NPP8m2224r2dkc5hFCSDKPjSorK2XAgAEycuRIOeGEE6LWOeyww0yqwpycSNInOw488MCo/SktLVX2AZNs3bt3FzfQshBCSIYD+xJ3nA/6DwkhhDQzmWyP3nzzzaj7Bw4cqALiO2WvvfaSOXPmMAuzhS0Kupher6peE972a5mTj+w+KLy9smpleLt70ZaOFGN65mWveKJmetazMOtZnHVVnFW9aPeeE6eFSU1oFRbaNLfNtuxQqdfUuIktQUxVZytGsKPqMHNt0eGHH65KLHJzc6VLF/PzqzHsJp3Kyspk6tSp8sgjj8iXX34Z1+SUAR2IhBBCSIYRCATF67X/IR2LPrv3lT++W+DuxN5skUC9u7ZrVot06Oiq6cb1VVLStsBV2w0baqS0NM9V24qKOikqanymOBqV5bVSWBxZVhcvVZV1UlDo7txVVfVSUODuJ2JlnVcKcyKD43jYWOOTkrxIooF4KKv2SZt8d2031vmkJMdd2zW1udIht9ZV23W1HmmXG3TZtkba5br7Xq6vq5K2OS7/HurWS2lOW1dtSXzAaYhBI5xFN910kxQUOPvM6urqeKsJISRN+Pzzz1VG5TZt2iiF+m233dZohuX7778/5vtQIN5www3KmRgvdCASQkiGwyXMmetEdMOf3/3SlJO6b9uhk4jLPhe3LxIHoaii0qaNOycNcOs8BE1xHgK3zkPV1qXzELh1HgK3zkPg1nmozuvSeQg65rlzHoL2ufhSulO9tHfpPASlOYWu27bNbSdNwevxtJg9SvUYiFaGDh2qli/vv//+8uuvv8alQIwnA2emkp+dF1VVt7jiz/B2njevUcWYrkZUx7VpYxdTUG9vyuBseTZYsz1rB45PTejwz8tOaeg0BmK6k8nXngk0xRZt3LixgYIQxQ1QJ5500knSs2dPWbRokZpMOuigg1TMRLfHBBdccIEceuihrtrSgUgIIRkOk6gQQghJdXuU6jEQrRjLVKE+IYQQkhq2qLsltuCYMWNk7NixrvpxyimnhLf79+8vgwYNUs7E999/X44//nhxCyaZamrMiaWcQgciIYRkOi7ifHCylRBCSLNDexS5FekS3DFJ0LMuW2mX2ya8vUKWh7er6ivD20srl4W3czwRhXeHPLMqV49P6A/6o8ZA9NrE4jNlVJZmjIEYo35Tsy07oTn7myyKQFf3garFjLBFS5cuNU1mNUUpaKVr167Kgbhw4cImHefjjz+Wvn37umpLByIhhBBCCCGEEEIIIU2gpKSkxdTwa9euVQ5KOBJj8c4770Tdv2HDBqXWnzhxokyePNlVH+hAJISQDIcxEAkhhCQDtEeEEEIyxRZVVFTIb7/9Fn6NOIdz5syRdu3aqYKlzyeccIJyGC5evFglPunQoYMcd9xxMY977LHHRt1fXFws2223nXIeIraiG+hAJISQDMeTlaVKvG0IIYSQZLFH6ZZEJSfHfSIkEnuZsnVJ85y1c8Pb/dpsG95eWb0qakIVPaGJnlDFuvxWR1/OnKUtR87WE7KIdlyJnXAonmWxumPDumTZzXLheLE7rt29itUPu/6mQiKTVOgjSezYaNasWXLggQeGX1911VXq3xEjRsjjjz8uc+fOleeee07KysqUExF1X3nlFeUIjEUw6C7poBPoQCStDgyvkYEM8T0Mo6xvI1ZIILwdqR+rjam9eMJG2VzHK8Eo54593EgbvV8e8UhQotTxeCUQjPTXl+UR/+Y22R6P1G/+A8/xeKRu87bP4xF/eNsr/s3t9f16fZDrDUhtYNOPEJ8nJP7gpodYjicodUFPgzq5nqDUbt6f4w1KXWDTts8TFP/m/apedlBq6xvW07ezPSGpN86nH8sbFL9RPzsodZuPY23jy84Sf/2mHwTebI8E6oMNtrO9HqkPNNzv8WRJMBj5MZGd7ZH6KO95vB4JBhruR8DbkLGdhR8mkR8ldj9sdFDH+AGD6obtwDGNYLp6HfQb/TdAP9Af9V4wJN7N2+gr+mytEwyExOPdvB0MimdzRktcQpyxfsOga/HaPPoPCSGENDdNsUfplkQFA0tCCCGJJ1Fjo8GDB8ccb3700UeSbNCBSFoFffarLlAX3vYH6yP7tZm6umCkTkCrA+pDkdf12nsBbb/h5LO2Nxx5m9qaPfX12h+z/l6d5gw0nHnWOn7tUIaTLnK9nqjvbXLsbXry1Ko6mxx9ujOvRm9bb57xNJx8qo1Wz3S++uj7/dotrfdHrk+9p11MIKBtKyfdpntkOPM21Y+01x17eh11Hu1YcIpF2gSjttfrwNFmYH3o6i9Nwagb9wXGNAKmWU7tPTg2DQzHHvBq+3WHoS874shU7X1wMG/qnM/nDffTl+M11THIsdufbb6/Pq8WxFtr09yZxkh8sUdiMWTIEJUVjRBCMhXao9icddZZcvbZZ8v++++foE8kM9i2dOvw9uKKP8Pb+d6ITe6Y1z68vb5uQ3i7wh9JtAIKswuiJk6xS1aij11iKQVtmtsq8uzOZ92tJ2exJWSjeHThMYlX8aiLOxz3N0lhEpXUId1t0axZs6SqqsqVLaEDkRBCCGlm7GKP2IEf0cio1qdPH34WhBBCFNXV1crhUlCwySm1cuVKOeigg6Rz585qmTaWuXXr1o13ixBCiGPOOOMMWbBggQQCZuGQE1LXhU8IIaQZZfpZcRbe/MZYsWKFUtQ6KcbgkBBCMhnaIzPHHHOMin8FEAPrhx9+UM7D1atXq/hYvXr1ksMPP1xef/118fsjK3eIs5iIRtEJhYLhEpRQuJi+p9p/VmoCNeEC569R9DZQHRpF/22FME1GgdJOL3a/x/Q6toQixdo+ZPOf+e8yUl9dslFM9y1yrbGWZJqO5QDrfWgpoHQ0it19cIN+rFjfG5JcpLst+s9//iN//PGHq7Z0IBJCSIZjxPmItxB7oAqJZzny6aefnlaxuwghxA20R2a+//572W+//dQ2nIRwHi5dulReeOEFKSoqku+++0623nprpSbZYost5Morr1RqdkIIIe5Jd1vUuXNnNSHlBi5hJoSQDCeemWC9DbFn0qRJcd0eKEkIISTToT0ygxhVRrbNjz/+WI4//niVPG3PPfeUxYsXq30oyD59xBFHyE8//ST9+vWTu+++WzkTiZvvYERfU1VfEd5eXbM2vO3z+MLbRb5CR8c1xw70NJrR2aris81kbJOFWd/W6zRQFzqs1xTijXvYGrEC41U3Ou0j1YapSbraol9++UWeeeYZefbZZ2X9+vVSVxfJM+EUKhAJIYSQDENPjhQvPXffzv2JvbET+sRkzSrXTcvXRgaB8VJWVuO6bUVF/D/MDCrLa6UpVFW6P3dVlTlZWTxU1rn/jDfWRAbl8VJW7b7txjr3bVfX5Lpuu7bW/WBjba377+WGOnPSh3hYX7vOdVsSP1AXvv3220p1iGyciH/4xhtvyPDhw6WmpkZee+015Shcvny5GhDCmfj888/LrbfeyttNCCFEKisrldNwn332kR122EEp22+77Tb5+++/Xd0dKhAJISTDUbNsnvSbZWvNoPfr1q1rENgeyhAY7lR3Iv4962f3J9Wy2MdNx84ilmyMTilqXxwzJlMs2pTmSUjL/B7XeYtz484Ab1BYlOP6vKp9sXvHVn6+z32/c+td61ZK89zHcGuT775taY77tp3z3Tvy2udGCSTmuK37jO2lOUWu27bNbSdNQVdYNbc92m233ZQSD8lFUNKBm2++WTkL4SQ8+OCD5bjjjlNB77fddlvZe++95b///W+DNoceeqi0aWOO60dE1tWWmW6DHvswPzvy99S9cMvw9uqaNVGzMAdC9rZMz8qcoykV9YzMdso3/bjWvxX9PY+mATJlXtYf3Pqfkb5tfUDb/Lnpx3Kizov1uzBuJVeM56Kd8i/RqkUqC9ObdBgbff311/L000/Lq6++Kttss42cdtpp8u2338pDDz2klOpuoQOREEIyHDdxO5LMRiYNiFGFgV67du3Uj++nnnpK9thjD/UeYlRh1o8QQkjz26OZM2emXSzZE088Ufbdd1+lMBwwYICKfXjSSSfJjz/+aHutbdu2lUWLFiW8r4QQki6k+tioX79+KgQGJqDgNDQchtddd12Tj00HIiGEZDjpGuejNRg3bpxyEnbs2FFmzZqlkqnceOONyoC7VcARQkimQHvUkC5duqgCEPQ+WuB73Le8vDy15BmZmzGJRcxYsy3rVNdXh7eXVC4Nb+d5I8pEZEw2yPZkR1UcAq/HGzVWok62HutQU84FNJW9HhsxlnrX9reFvlv7yWaNbWgXn9CkbNTbhJz9FrQ7brzxEJ0q/+JVBMaKBZks1GuqU/07Q1qeVLdFv/32m/zjH/+QAw88ULbffvtmPTZjIBJCCGlx7rjjDrW8DMHgO3XqJMcee6z8+uuvpjr4UTl27FiVSRIZjAcPHqyW/erU1tbKpZdeKh06dJDCwkI5+uij5a+//jLVQVBgqP1KS0tVwXZZmXnp0pIlS2TYsGHqGDjWZZdd1iCQ8Ny5c+WAAw5QfcFyZMSUaswJ6Pf7lfMQDBo0SGbMmCFPPvmkaptMPywIIYSkHnAeTpw4USZMmCDTp0+Xzz//XCndse8///mPXHXVVcqJaLWdhBBCModFixapUBcXXXSRbLnllnL11Vcr+9EcYxE6EAkhJMMxZtniLfGAgQ5iUn3zzTcybdo0qa+vl6FDh6rAvgbIGjl+/Hh55JFH1FI0KC6GDBki5eXl4TpXXHGFvPXWW/Lyyy/Ll19+KRUVFXLUUUepmFAGUPvNmTNHPvzwQ1WwDSeiAeoeeeSR6tw4Bo6FoPSjR48O19m4caM6N5yZ6MvDDz8s9957r+pfLOAcxdIyg/bt26vr/fnnn037CSGEtI49SmWgLjzkkENU8PvZs2crxfuyZcuUvTr11FPV9v77768cicQlmCjcXHoWdQ+X5dUrw6WsbmO4+EP1ppLvzQsX02G1/6AsMwqUhkbxSFa4WP/DBGa0ooRzUcKpmv4+MPe5uSCeoV0xtbc5t901NeiXHVp/HdVvIaz3NxmB6tAoJLGkui3q1q2bWgEFJSISa61YsUIlUcH4a/LkybJgwQLXx+YSZkIIyXAQIzjOOMFx14cjT2fSpEnK2YYBEAY7+PH4wAMPKGN3/PHHqzrIKNm5c2d58cUX5YILLpANGzYolQUMIQZQYMqUKdK9e3f55JNPVOB4OOpwLjgqjdiDUGfstddeSvGI2ThkqZw/f77KagkHIbjvvvvkrLPOUlnJEFcKcaaQ4RJGNjc3V/r376+MLRyIGJjZ/UhA37KzzaY1JydHXnrpJbnkkkviu2mEEJJhJMIepSKwlbvuuqvcc889alJKj3+Ibaj3MSl3+eWXq8Qr2CaEEOKOdLJFBx10kCoYR2F8g4zMEEVgbONG3EAHIiGEZDjIMhZ3prHN9aHU04GzDaUxYMSAEacJUnvMjumDHhwHS4i/+uor5UDEAApLhPU6cADCAKIOHIjIOIZly4bzEOy5555qH+rAgYg6aGM4DwHaYnk0zoF4IaiDc+vXgjrXX3+9LF68WHr37h31urBMIBpwRvp8PnnvvfckGDTHNcIybEIIIU2zR+kMsi8j9AZs56pVqxpk0Fy9enXYHiMDszUkB2lIub8ivF1dH8mm3rUw8ttg5uo54e1exd3D28W+wvD2+tpNv2cMdDWdP+iPGnNPz8hsl0nYip1KzjbzsjiMVWgT31A/lqm96XRa37PsYwo66aOpTzEUiXbXEm9sxVSIgUhaj3S0RaWlpTJq1ChVsDoLjkQ30IFICCHENVD/6YwZM0YpIWKBH3lQ8SGzJBx5AM5DAMWhDl7/+eef4TpQ8yHDpLWO0R7/QtloBfv0Otbz4Jg4tl6nV69eDc5jvGfnQIwGFJFYQr127doG7+FHrr78mhBCSOoDJbph3xAP9+mnn260zcknn2xrM9etWxdewnz22Wcr1TziCsOGfPfddyq+FWILA7zu27dvs14PIYSQ9GHnnXeWhx56yFVbOhAJISTDaUqmMSwD1pdSOVEfYikvJPOIP2h3XH3g1FjfrHWi1W+OOsbsdrz3CteLgSGWlVkdl4QQQtIn86UBVIBQeMQDQnEgDEZRUVED24OEXABJua688kqVXROxrAxn5YgRI+T+++9Xr7fbbjtHDksSwavF/yvxFYe3i3yROIbldRuiZmHWsy6DmmBt5D0t3YCd6jCgZdrV8VhSFQQlGL2e1ncnSr9YKkc79P7q/TCp/hoEYXTwN5rlQHWYZd9/0zmdKBvt2jbyXmvR1IzVJDNt0S677KKSalkFF3ZA0PHKK6+ouIlOoAOREEIyHNi7eG2eUR/OQ92B2BjIoPzOO++owZC+3BcJUwx1X9euXcP7sVTLcLqhDpZlIcuybhRRZ++99w7XWblyZYPzYnmXfpxvv/3W9D6OieXReh1DjaifB8TrBEQ7KC7pPCSEkJazR6nO4MGDlfMQ4TOsDBw4UP2L9xHXF87CP/74QzkYttpqK5PTEcoSQgghmWmL5syZI//73//CYaKc1EcYJ6cwCzMhhGQ6brKMxWklMciBEu/NN9+UTz/9tMESYLyG0w7B4Q3gLET2ZsM5iADyiCOo11m+fLnMmzcvXAfJUhAjCku4DOAsxD69DtqgrQESq0A9iXMYdeDk1ONIoQ7iJlqXNjfGiSeeKJ9//nlcbQghJCNJgD3Cs33YsGHqeY72b7/9doM6jz32mLJLeXl5yi588cUXcZ0D8QjRDsoO2DEnwD5Gcx4aoTAwyYUYvUjoBYfhTjvtJAMGDGigWCTOKPYVhUv7vHbhsmDDgnApyi4Kl7pgXbhU+SvDJRAMmIqehTkgwXCpD9aHi569WM/CrGcFDlr+M+UM1r7/entHhMzFNsOyTdZnPWuzXZ+ireBoLNuy7d94jP9s+6v95xS7PkIhapSmovfLyXGTMbtvxpAAW9SSHHzwwWoyyUmprq6O69hUIBJCSIaTiEDBF198scqm/O9//1uKi4vD6j4E9M3Pz1eG94orrpDbb79dttlmG1WwXVBQIMOHDw/XPeecc2T06NHSvn17NbOGuE877rhjOCvz9ttvL4cddpicd955aqkXOP/88+Woo45SCVQAkrAgAD3iEiKjJWJL4ThoY6gpcc5bbrlFZWa+4YYbZOHChao/WIYc7w+5Rx55RE466SQ1AEVf4QTVueyyy+I6HiGEpCuJsEeVlZXK8TZy5Eg54YQTGryPpVywR3Ai7rPPPsqWHH744TJ//nzp0aOHqgPnYDTFhjHRhGRb+BeTVUceeaTMnTs3LrU+gJ001PkAtgPHozOBEEJallROorJo0aK429glgYwGHYiEEEJanMcffzy8REtn0qRJykkHrrnmGjULhuxgWFKMTMoYjMHhaIBlW4j3hJiCqIsZtsmTJ4vXG4lB9MILLyinnJGtGVmO4cQzQN33339fnQeDQzgw4TC89957w3XgrITSEY5PBMDHkmksQ0aJFzhOP/roI3UeKBGtcRbpQCSEkKZjZCE2gKo8WlxeOANR7Bg/fryarDr33HPV6wceeEA9w2HH7rjjDrVv9uzZMfsC5yFAIhVMWEE1CFsSD7BhiBesc+aZZ8rEiRPlzjvvjOtYJHYWZl2p1r0wkhxuTU0k+VmhFhuxS0EklMlG7Tix8Hkik4f1mupMj2HoFF1t6M2K/P6xUyHGihWox1q0zcisYarjJIZhE2PDWY+rH8s2BqNdNmk9lqPlXpliSWoH0O+vjv4ZZtvUAbrCUD+W3XETjZ4p3Po9JalJz549W/T4Le5ARKyreBkyZIgaaBFCCEmPOB+xflhGjpmlMjjHyuKM5WQPP/ywKnZAmThlypRGbRGUiSgGGCBabZERuL4p/POf/5Rbb71VrrvuOvF4kiNySCAQFK/XXV+2GLS9/D3rZ3cnRrD5oMtlQKtXinR0l4SmYm25FLWPDP7ioWxDjbQpzXN33vJaKSpuPLFQNCor6qSwKBJ0P+725bVS6PLc1dV+yc93N4iorM2WwtxNyR3iZUONT0rzzIMZp5RV+6RNvru2G+p8Uprjru3K6jzpnF/jqu3a2pC0z3U3sF5bWy3tc939Vt5QVyGlOe6Wva6vXSdtc53FVUq0PerePeL4AWPGjIlpT6KBsBVwDuJ5bXXmffXVV46OgQkwqOfhvPzrr7+UcrFPnz4SL9HsJvqHBCmY4IJDsrCwsIHzkxBCSObGQGxpWtyBeOyxx8ZVHwNILBVzY2gJIYRkVqaxVLBFGPCdcsopSeM81J2Iblg5e777kwbjz/4YplNnjKhdNS1sVyJOw0NZKW2T57rbJSXuHHigKc5DUFCYIyGXHUdbt7h1HgK3zkPg1nkI2uZGYp3GS1eXzkPQLtf9z/B2ue6c2qA0p7gJ523XbNlum9seLV261LRMOJr6sDHWrFkjgUCgQdIrvLYm1rLj559/lgsuuEA989G3Bx980HEwe51o9wFLmJFhE0DV2Fh9Qggh8ZMJYyO3JGQJMwxup06dHNXVl6oRQghpeTLFSLaWLRoxYoSKqYVYioQQQlrGHiGkBUJUIPQESlOIlgTCab+QsAsxD1uCzz77rEWOm4kgeYpBdX30JAJ/V60Jb29R2DG8vaZmXXi7c35kvzpWIDKp4NWXB8c5AaYvLXa6rNbSIGrbhtVs3rNZ+mt3HbH+Pty0cVLHSXt9qbK+TNm6dNyuntvJELdLlU3LshPwW5tLljN7bJSUDkQMnOJZjnz66afHHWSYEEIISVZbBDXL3XffrZZII2umNYkKl5wRQkjTmTlzZpOf2x06dFBOSKvacNWqVQ1UiYQQQkim0eIORATIdxNonxBCSGJA0rB4E4clSaKxlLBFUKIMHDgwvPwsE2crCSEkFexRTk6OyrCMGIPHHXdceD9eH3PMMc13Iod9icYXX3yhMkP//vvv8vrrr0u3bt3k+eefl969e8u+++6b0D6mI7pWrtgX+QyqtGQpRfmdo6oRQdvc0vB2XSASHiErFPmiZnuyo54wKMHoSUEsvxf0BB66ytH0m8JBIpFN1UJR1W+m5Cq6gjDLmcpQP64pQYmNGtGpSjFeNaN+7nhVhg36qF2T9T4217EC2ncgW5Ij0Uom0tq2qLlAosqzzz5b9t9//2Y7JrMwE0JIhpOVhaVZ8S2tibd+JsMlZ4QQ0vL2aLfddnO0hLmiokJ+++238OtFixbJnDlzVJzCHj16yFVXXSVnnHGGSlKy1157yYQJE2TJkiVy4YUXJuxjRH9mzZrVYP8bb7yh+nbaaafJDz/8ILW1tWp/eXm53H777TJ16tSE9ZEQQtKVdBkblZeXqyRgSDI2cuRItSILk05J7UCsr6+X5557Ts0WnHnmmQ2WbhFCCGldMiHTGG0RIYSktz1yuoQZjrkDDzww/BoOQ4CB1eTJk1XSq7Vr18qtt94qy5cvl/79+yvHXM+ePSVRIFEKyjnnnCPDhw+X0tJNqrZx48bJE088ocZUL7/8sinuIvpL3JGfHQlxUuGvjKpq02PF1QUjSZsKswtMx9LfC2oqs+ysyLA7oCnhTLH0bNSI1vfsVIemeIYOlYKx1InRD+BMkae/1pV/duewUyzqbRu0NwkuTR2LWieW6tDuPurna6rq0HQ+m2NlxxkzkbQM6TI2euONN5Q9mzJlirJvY8aMkUMOOUTZFqjq3fjmWjwlJILGt2/fXtq0aSPXXXddS5+OEEIIaXVb9OOPP0ow6Dzt708//aScnIQQQtwBBWK/fv3k0UcfjVlv8ODByoliLRhcGYwaNUoWL16sFH6zZ89u1uVfTvjvf/+rQl/AXnXt2lXF5YWa/ddff43aFzhOy8rKEtpHQgghyQ/GP5dffrlSrX/33Xey9dZbKyX7FltsIVdeeaUsXLgwuRyIGEBVVVWpgVE8gyknzJgxQ4YNG6YuHrMGb7/9dsz6n3/+eTijjl5++eWXZu0XIYSkEp6skKuSSiTaFmHghxk/p7YIChcudSaEZDpNsUdQIM6fP7/JGZiTASydfuqpp1QyF8Tk/euvv5RqxO/3yy233KJe63z55ZfSp0+fVutvqrO+tixcoAg0Sq/i3uHi8+aGS443J1xqArWmEggGwgXqRKMowdnmEgoFw6U+WB8uWdp/Hst/dgRCgXBRwjmjaOjHjYmpj5qDXftPrwNFn1Eco7W36yNUh0bJsv6n/XYyoV+7fg6be9KcmO4PSQvScWy0fPly+fjjj1VBuI8jjjhCCRgw8Xb//fcnzxLmO+64Q1555RU1aLvrrrua9diVlZUyYMAAtZ77hBNOcNwOs3f6EoeOHTs2a78IISSViPI7zlGbVCLRtgg/uG+66SYpKDAvbQJLly4NBzY2guQ/++yz0qtXr2btFyGEpBqZYI/iIT8/Xy2tRkHSlPPPP18tRUPSFPD333/L119/LVdffbXcfPPNrd1dQghJC9LFFvn9fnnnnXdUMkk4DnfaaSelOkQc3eLiYlUH4TAuuugitT8pHIhYVw3ZfUtw+OGHqxIvnTp1UsvYCCGEQIoe/6wZ2qQSibZFWGKGyapoGMvMEMQ/Ozs7rDYpKipqkf4RQkgm2COnSVRSla222kr+/e9/y0knnSQffvhh2Nbk5uYqB+Ill1zS2l1MWfK8ueFtfzASTmRZ1bLwdq4nkpG5Ttu2xkC0vo6WkVlX7Jni/Zni+JlXS+iZm/U4hl6bmHl6HVNMP4tyzxSf0EEcQL2LAYlkg7aqJPVj2SkflWoy2nWEYmRhtumXXQZru+zMVpzEN7TLWG06Tozz2cVpdNpHkjjSZWzUtWtXtfLq1FNPVcuXd9555wZ1Dj300Lh8YxmZhRlLy2pqapRc85///KcpkLIVxD4xMpyBjRs3JqiXhBBCUhUsU471HuwOlqDptghGPha0R4QQYo/TJCqpyPTp0+WZZ55RAfHhJIWCHc7DHXbYQdkQTkARQgixgqXJmHTKy8sTO9q2bSuLFi2SpImBmEyB5DE4mzBhgjK+b775pmy77bZy8MEHq/hVsZa9IfOZUZACmxBC0gkj01i8JZVIdVsEaI8IIelOJtgjpyDcxb/+9S+lPMSkE5YwP/zww/LCCy8oO4JEK8jIfNlll8nZZ5+tCnGHP1QfLnpcvy4FXcNFR4+BqLdF2egvD5fK+qpw0UFGZ6PYAcWhXupDgXAJav/Zxiq0QY8vGC3DcbT/7NDvlTW2c7RERdaix3jU9+vHadBfLaah6VhxxmO0HlePJenkPrqJ/2gXy9EUx5IkBeliiz777DO1jDla+CW3NqPFHYixAslHA8u4lixZ0iJ9wSDtvPPOk1122UWd57HHHpMjjzxS7r33Xts2119/vWzYsCFcjNhVhBCSLqSLkUxnW9Tc9ihQ7z6RTOdd+7luK54mfHFWrXTdtHKd+9UDG8pqXLfduDGygiFeKisiy93cUFVZ1yptK2vdL27ZUGM/mG6Msmr3bdfXRpYjxsvyavtZ/cZYV+t+kmJdrfvv5Ya68iacd520JJlgj5wwZMgQ6d27t7IPJ554ovz8888qUQrs0jHHHCP/+c9/ZM2aNbJ+/XpTcQOStCAuFtSbKLBLH3zwQbNfEyGEpArpYoueffZZqa6ubrAf+5577jlXx2zxJcyxAslHo66uaT+Y42XPPfdUwYjtQFwRFEIISVfcZA5L9kxj6WaLWsIeuXUirvl+vvuTWtQOcdGpKyQDrpoWtC+xjVfUGG3a5otbiotzXJ+3qLhpn3VBYU6rtC3Mde8UK81rOEvulDb57tu2y3X/996toOEPc6e0z3V/n9vlundcFue4X+bbLredNIXG1DpNsUfpFAMRyVOgUj/qqKPUNRlAcTh58mQ544wzmu1cW265pdx5552y9dZbhweccFL+8MMPaol0JuDLyo4ai29ddcRh7tPiHm6o3RTLGJTmmmOHlWp/X9X10Z8PtYHaqLENdf+DVR3osVECmuIWOrA3VkWhncrObr/eXj+fHoPQWs9JfEG7OIDWZ4Yjm6pXsTl1PErFaG30+6PvRzZtHf3ztYv5aBfHkqT/2GjGjBlyzz33yOzZs1WW5LfeekuOPfZY0/f9lltuUSuXMEm0xx57yKOPPtrosxlh9wx1bnl5uWkJcyAQkKlTp6q8IEnpQIwVSD4amPWC0UwUMI6NxZ0ihJB0Jl0yjcWCtogQQtLbHqVTDERkzbSb3Np7772b9VzDhg0zvb7tttuUKvGbb77JGAciIYS0xtiosrJSBgwYICNHjpQTTjihwft33323jB8/Xk0c9e3bV8aNG6cU6vCvGVmUo4GkKMYSebRr0NesLOWYTEoHYqxA8k2loqJCZbE0QPDHOXPmSLt27aRHjx5qudeyZcvC8swHHnhAevXqpYwhDDDUHpjdQyGEEJK+0BYRQghJRb744gt58sknVQzEU045RV588UU1nsES53333bdZzwVlymuvvaYGtRB1ZCLl9ZXh7U75EYXOn+WLw9u53ryo6kWwoS4SMiNfq6cr7PTYh7oqLZZwzk7FZ5tFWVPqxcrymxWKT8Fom2lZO446loOMtE5Ujg2UmHrWaptVDXq/bDM9x+iLfh/szmenYNQVh1bszu+0j82FPxhR7MeKw0lansMPP1yVaOB7CP/VjTfeKMcff3xYId65c2dlBy644IKYsQ/R/qCDDlK+LvjHDHJycqRnz56yxRZbuOpzSmdhnjVrlimD8lVXXaX+HTFihPLSQgaqx7CC0/Dqq69WTkWoHOFIfP/99+WII45olf4TQkgykOVCpo82JD5bNH/+fPUvJrruuusuFZMRRhzxGWmLCCGE9sgKBn5YrnzaaaepVVOIoQs1SocOHVRgfGNQaYD33DB37lzlMKypqVEZnbGMDtmd7aitrVVFXy5HCCHpQlPGRhstz0O3IYggjluxYoUMHTrUdKwDDjhAvvrqq5gORNQxjgFhXaxJhIxyIA4ePDjmTAkGbjrXXHONKoQQQiK4CfybjIGCk9UW3XzzzXLcccdJ//79w5kJAbYRxBjqEkIIIU2zR+kUA9EAy9UQ9/DMM8+Ul19+WX755RfZeeedVUyrH3/8UTkVDZoyQIRjEpNbZWVlymmJCbDp06fbOhHvuOMO18vfkpH87Ej4rICmMtOVYQW+oqjxCK0ZlvO8EUdBbbAu6n5kUjbI1hRndoq6aDEGoynW7H6L2MUtjKkCtFEz6vWtqkM79GPZKSZN+7X+xopVaBdn0S4+oanvLhacxpNxOZ5zJjoGIlWHLWuLunfvbto/ZswYGTt2bHwHE1HOQwDFoQ5e//nnn7btYBsw5vB4PCrpIiaI7EACrYxyIBJCCGk6mDGLV1FIBaJzLr/8crXU7JNPPpE+ffrId999p9SHo0ePbjTzMiGEZBJNsUfpFAPRAHGuEMPXAMvWYEf++OMP5dzDMrXmAGp4I4nKoEGD1L188MEH1dLpaCBMlKG2NxQ31kEzIYRkoi1aunSpyRY1NQGidXIIDv1YE0aYZILzEUlSsK2LF6zHRdiKeKEDkRBCCGlBvv76a/n000+lY8eOajYQBXGroOC47LLLTAoSQgghxACJHhHvHTEPdb788kvlSGwpMNjUlyhbcbskL9XQFYgrq9aEt7cu7W2bdVenKLswvF0TjNxPn6Zk0+PRmdRylgG/SWloE69Px4m6L9rrxo5raWxPyEEmY+0cdkrKWDEQTepJmwCSttceo++m++sgNmKseI9OlI52cTB1dWos7BStpHUoKSlplsmsLl26qH/hDNST/q5ataqBKlEHy5Yx5jC2m5uEOhAR+wmzU9G8qPDUYn02IYSQxIKfQPEuyoh/EUfykGhbhNk9xJQCiFv1999/q+ViCGAMdQkhhJDMtEeNgRhXULGXlpYqmwX7gUmpUaNGqfAYBlC177fffirWbrzccMMNKog/7CKWRmOpNBKPffjhh818NYQQkhokgy3q3bu3ciJOmzZNxUs3cnogvARiqduB8UW07ZR0IOImIJg85JQ669atU++5kVASQghpGpm2hDnRtghxSBCPBGqRPfbYQ+6++261XGzChAktqiAhhJBUI9PsUWMgdjtiWN1+++3KgYjlzFD+BYNBOfHEE8P16uvrXU9IrVy5UiVqgV2EoxIxseA8HDJkiGQiupprQ92G8HaxL5JRuTZQG1U9BnxaFt6aQE3U7Ly66tCsLNSwTHIGtBiIegxGfdOUedkmPqE1lqJHc3vYxeuzi7+ot7UqBZ0oG+3iLDr9fEz3wXSS6H2MpdzUFYVOsiXr9Z3GU2xqDEaSfraooqJCqcwNoBhEPFpkTYag4YorrlDP/2222UYVbBcUFMjw4cMdHR9ZmyFeOPLII8M2BeMPhMB46aWXXDkYEzppZ7deGzcuLy/yUCaEEJI4PFnuSqqSaFv0z3/+Uw32wL/+9S8V+BhKkalTp8pDDz3U7OcjhJBMtEdIooJB0aOPPirpxG233ab+hVPvm2++kdWrV6tJqOZi4sSJsnjxYrVkGUvjEK83U52HhBCSyLHRrFmzlLrQUBgitiy2DYU5HH5wIkJ1jvi0y5Ytk48//liKi4sdHR8Ox/z8TUmioF5/5JFHlJABTsUrr7wyeRWIRpBdDNhuuukm5TU1gNLj22+/VQEeCSGEkHSzRYceemh4e6uttlJLzKB2bNu2bZOyZhJCCImQjklUDGArYJ+synlCCCGpy+DBg2Oqb/HsRwZnN1mcAUIzGQmy3n77baVcP//882WfffZR505aB6IRIB43B2mk9VkzbA8YMECuvvrqRHSFEEJIhi4Za01b9MUXX6hslr///ru8/vrr0q1bN3n++efVkmkkVCGEEJI59qgxzj77bNNr2C2oUAyVfE1NjVx77bXy2muvtVIP0xc9CUX73Hbh7ZXasuMKf3l4u9C3KcaxQZEvkjilLlAX3vZryVb0Zc46oRjJTvRltaYlxdrXX29jt1zW6dJZ0wSndg67ZCexjqv3Jahte7Rl1rZLni0JSvRly06TokTrr3WZsl2iF32/1xN/ghLTtevH0s5vt2TaKUyc0vykiy0qKipSMXKxHBrKRUN1CFtSXV2dvA7Ezz77TP07cuRItVzLqeSSEEJIy+NGdp+KS5hbyxa98cYbKr7UaaedppyYRmZLBKvH0gIsZU40gUBIvF53H2KHXfrJmu/jD9SvwI9yS5wkx6xaLtIpkoUuHqrWbpSC9u6USWXrq6VN203LP+KlvLxOiovdLTWsKK+VomL3WU6rKuukoDAn4W0ra7OlMNc+K2ksNtT4pDQvMkiPh7Jqn7TJd9d2XW2OtMuNDPTjYVlVvnQrcPcjfG1tnbTPdXef19XWSLtcdyEXyus2SnGOu7+HdbXrpJ3mVGluMsUeNcbkyZNVbCosZTOcHp9++ql4PJ6wan7GjBly/PHHq9exMiYTQgjJTFs0ZMgQOffcc5UtWbBgQTgW4k8//SS9evVK/iQqkyZNCqsw/vjjDzVrRhUGIYS0LlkSUiXeNqlKom3RuHHj5IknnpAzzzxTZbc02HvvveXWW2+V1gJORDes/2GetAqdurh2PhZ0aOP6tKVt8hwHd7dSUuLeAVhYlCsuT7u5vfsYaW6dh+q8Lp2HwK3zELh1HoKOee6dL26dh8CtA3BTW3dObVDkcz950jGvgzSFxpQ2mWaP7LjwwguVvYCNghoRMayQPCUWsDGk6egqMZ/X56C+OYlKhb8yqpItx+NrVImm17cq7+wSmejYqQ5jJe+wTZxio4bUE4nEUjZa+2/gtVH32SVtsR7XTqno9Hqd4CRZil1CFmtoGmtymZamXlO66ol7SHykiy169NFHVSx2LGWGoKF9+/Zq/+zZs+XUU091dcyEfqt0Fcb333+fFCoMQgghmUWibREyYyJzphXE6iorK2vWcxFCCEl9HnvsMbn//vvlzTfflGeeeUa++uorpRw555xzZOjQoYyfSwghpFHatGmjEqdYueWWW8QtCXUgJqsKgxBCMhlMlsabyyOVc38k2hZ17dpVfvvttwZLBb788kvp06dPs5+PEEJSlUyzR7GA4hAKEZQ///xTLWtGJk6/36+ScSG2FWl+dMWZX4t7qMc6rPRXhLdzPLmOVLbmWHrZUWMCxlIwxauks1MAhmKdwybuoROsCknb/mrH9Ygn6rk9IXslpkn5p8dT1I6lKwL1ftnFNrS+p6v47C7DTjGp9yPW96FeUzk6iWFo6hPVhS1OOtmisrIy+e6772TVqlUSDGrq3qwsJahIagciVRiEEJJ8eLJCqsTbJlVJtC264IIL5PLLL1cqEhjrv//+W77++muVsOXmm29u9vMRQkiqkmn2yCmwHShwjOgDQEIIIc1Putiid999V624qqysVLHfdUd9SjgQqcIghJDkI51m2ZLRFl1zzTWyYcMGOfDAA1XmTDgvoSyBA/GSSy5p9vMRQkgm2qPddttNvF6vXHzxxaqkOgivYSxhhn066qij1FK0ww47LJxMhTQ/dll3y2rXhbc9mmIsz2tRIGptAsGIyiygH1fPBqzVjxlLT1PbeTWVWyz1m5M6drH87OrY7W8Qq9BGzajv1++1KQuyrkx0GLPRrDrU60jUzyDbYRZm/TO0iykYK3alXfxI/fx63wM2sS5jxTM0qRkZ97BZSJex0ejRo1UcXYRoKigoaJZjJtSBSBUGIYQkHzB48c6aJaORTGZbdNttt8mNN96olp1BPdKvXz8uPyOEkGa0RzNnzlRK8nQAS5URYqNHjx4ycuRItW0EvyeEENKypMvYaNmyZXLZZZc1m/Mw4Q5EqjAIIYS0Nom0RYhVhYD3yPjct29fGTRoULMenxBCSPqBOL1wHvbu3VumT5+uSjSgUCTNi64S82VFMif3LOoZ3l5W9Xd4e62mTARtckobzcLs07brgnVR9+squliqw5ADpaBd9mArsd5rDGt/szRVnUnRp2c41uMWmmSKYquK1BWMJlWndqxsXREYin5cp9mRdYWojl02av1aGxxLVx3qKkntmrKl8XiIVkzX4iCeIskcDj30UJk1a1azrrBKeG5vqjAIISS5wM+WeCfNknCSLSltkc/nk3nz5jFjJiGEOCAT7VE0kOTLuoTVYOXKlSqWb3l5uVKXdOvWTZ5//nnlbNx3330T3ldCCEk30sUWHXnkkfJ///d/aryz4447qnGJztFHH53cDsTq6mo1CwAJJVQYyCj29NNPq4EbFBqEEEIST7rE+UhWW4SB4MSJE+XOO+9s9mMTQkg6kWn2yA5kXI7GG2+8oYLeIyg+nIaIkwjgTESMq6lTpya4p+lHrhbTUFeMraheEd5ul9s+qhIN1GqKwgJvflSFXk1w0+cGfFnZUZVkDWMgRo8RaFYj2sckjFbHWs9Je32/06zNTmIr6tdkpyxsEKPSRu1nl6k53kzWVvRz61fkMakizd8H/TtkzaQcLW6hfq9M98dyrXrcw1iqx2jo2cV11StJP1t03nnnqX9vvfXWBu/h7zcQMH9fk86BeMwxx8jxxx8vF154ocp0ucceeygv6Jo1a2T8+PFy0UUXJbI7hBBC0ijTWLLaorq6OuWgnDZtmnJYFhYWmt7HOQkhhGSePYrGjz/+KP3794+aKGXcuHFqeTMmphAXEfz000+y++67Rx0gEkIIyVxbFAw6W6ofDwlN4fX999/Lfvvtp7Zff/116dy5s1J+PPfcc/LQQw8lsiuEEEIylETbIixh3mWXXVRw/wULFsgPP/wQLnPmzGn28xFCCEldBg4cKGvXro36HpYuI26vzl577SUVFRVqQow0nYLs/HCpCdSES5b238a6DeFS6a8wFSjmjAKVmFE8khUuUKUZJarsKStLqd30ohPU/tP7ZTqU9h8UauFi+U9H3w/FpFF0Qtp/ev9CDv/T+2VfJ7KENGb7UChcTH3R9uv/qUsxigXTObKywkU/rr7f9HnYfE6G6tAoUBpGK1AthosEw0X/3Kwgi3O0YlUaGkUHqkOjkMyhpqamWY6TUAViVVWVFBcXq+2PP/5YKUAwu7bnnnuqwRshhJDEky4y/WS1RZ999pnte3QgEkJI+tmjRYsWydlnn63iFXq9Xvnmm28aqM/tgNPjpptuipo1MycnRyX8QoIVLF9GPF+o3Js7SD4hhGQy6WKLAoGACm8B5TrsEYQMsBWwMb169ZJzzjknuR2IW2+9tbz99tty3HHHyUcffSRXXnml2r9q1SqlzCCEEJJ4PBJSJd42qUpr2yJkgH7hhRdUXEQ4EN3EHyGEkHQkXezRWWedpZYbQ+2+bt06yc2NxNVrDCgMoTSMRvv27eWDDz6Q7bbbTi1Ng5Idg8E77rhDbrnllma8gsylqr46vK0r9HKz8yJ1/JXhbau6S49Nl5sV+dz9Wvw7XVGmx7/zaF9lq+pMj41nF/POLp6hXQxCoCsMoQkMn8NBDMVY2Z1NsRK1bauiUT9yYzEencZgNMdAlKjxCfX7Hq3/BrpK1C7+ot4nawxE63mifU/sjtVUqDB0T7rYottuu02effZZufvuu8PxEAESqtx///2uHIgJXcJ88803q1kzeDsRcwqSe0MBArk+IYSQxJNlXjXjrKTwB9VatujTTz+V008/Xbp27SoPP/ywHH744Uo10hoEmhATpe3A/tIqrIoEsI+XqjXul/ZtKHO/5GPjxkig/HiprHDfdlP7SCD/eKmqdN+2stb93PSGGvfLqcqq3bddXePcuWNlWVUkSUK8rKt1/91aVxtxcsRLhb/cddvVNWukJUkHe4SYhIira4TKaNeunWRnO/+7+Pzzz5VyPVr5/fff5YorrpCff/5ZORAxCQW146hRo+SSSy5pwasihJDMIR1sEUB4pgkTJqjEW1DDG+y0007yyy+/iBuyExkI+MQTT5R9991Xli9fLgMGDAjXOfjgg5UShBBCCEknW/TXX3+pbJrPPPOMVFZWysknnyx+v19l0kTW59bErRNx4/dz3Z9U+/ESNx07Q0bhqml+h7Zum0ppm9yY6o1YFJfkStBt2+KI2sUNhUU5rtsWFLpvW5QbPcukE0ryzEqeeGhb4N7p2TnPvbO2W2Gd6/n4drnuP+M2Oe4dl0XZRa7bdinoLE3BTo2TSGbMmCH33HOPzJ49W9mBt956S4499lhTnccee0zVwfs77LCDPPDAA2GHYGMsXLhQioqK5Oijj1Y2ADbnhhtuaFZFyY033ijz589XTkTYEpyPNA+6Gswuo3JZ7frwdq7X/Hesq+Ls1Hq6glB3OujqPK81pqF2XLNqMDpOszBbsxxHq2enzoulQHTSR/P5IiD+n50S0nSPQtFVjrb9dZgtWW+v19N/C9h9nta4lvb3ThpVJuoxDfX91vdM/bJZR+ukDkk/li1bplZeWYHtwHjEDS2uQISaA5ktAST2mJHDPj2zGDKHQYpPCCEk8WRlhVyVVKI1bNERRxyhBnYY5EFx+Pfff6t/CSGEtJ49wmQOJo8eeeSRqO+/8sorSuUHJx2WCMNxCMX4kiVLwnV23XVXNSllLXjOY1D2xRdfyKOPPipff/21TJs2TZXmBPERBw0apOwWnYeEENK8pMvYaIcddlD2yMprr73metVVi08DtmnTRknrO3XqJIsXL26RVNKEEELc48naVOJtk0q0hi3CkujLLrtMLrroItlmm21a/HyEEJLJ9mjjxo2m/Yg7GC32IJyBKHaMHz9exYU699xz1WuoDxEv9/HHH1exBgHUi3ZsueWWsttuu0n37t3Dk0lYajxkyBBpKrfeemujITpI08j15kZVu9UFImpEv6ZMbJPb1tTeH4ioevI8kWN5PdEV+LqSLVurE7Bk9NX/LHRVnp3CLWQbU9DeydEU1aG1tsc2BmIwruM2yGyc1fixrNmlox7X0mNdaWjqi4NVBHp9q1JQ/9z0Y+lqbL1f1kzKdvtrA7VRv7N2SkOqDjNzbDRmzBg544wzlBIRY58333xTxdjF0ub33nsvOR2IJ5xwghxwwAEq5hO+uJgt09df6/zxxx8t3R1CCCEW3MyaJeMsW7LZIsz4YekyzgVlIwz4Kaec0izHJoSQdKQp9shw2OkDp7Fjx8Z1LGQ0hnPwuuuuM+0fOnSofPXVV46OAechsl2uX79eSktL1ZLpCy64QJoDLLfWgdoRk2OIsbjVVlvRgUgIIc1AuoyNhg0bplT1yMSM8Q8mmXbZZRd59913XU9qtbgDEUEbjz/+ePntt9+UEgPZX4qLi1v6tIQQQpKIxmJOIWMlsoTpIMHJN998E35dW1urkp+89NJLUl1drWIWIk4V1B4GGLDB1rzzzjvqNWJQYdmwbosuvfRSyc/PV4MuLGWGIT3mmGNMQe7nzp2rAtJ/9913KgA+Bn833XRTXDO4SM6C8uCDD8rLL7+snIlXXXWVmgHEcjYMdmkPCSGkeVi6dKmUlJSEX8eT+dgAoS4CgYB07myO9YjXK1Y4S+QEW4LBGrIpQw0E5+NRRx0lzQGWVFuB8hI2lPHkCSGEWDn00ENVaS4SkkQFhvOwww5TA8fLL7+cAyZCCEkiPC4C4sZb34g5NXLkSKUGjAbsxKRJk8Kvc3LMiRwQkwozZnDGtW/fXkaPHq0GZbAthppw+PDhKmj9hx9+qF6ff/75SvmHoPOwRZhtgyMQg0E4IteuXSsjRoxQy5qN+IQYjKHegQceKDNnzpQFCxaowVlhYaE6p5tYVWeffbYqWDYwceJEufPOO5XCBecxnJ2EEJLpNMUeYVIJtuDiiy9WpSlYJ4vgCIxnAqmxZdLxqtmffPJJlYH59ddfl27dusnzzz8vvXv3VgnB4DTF0mbYQ9g70jSq6qujLp/VE2X4PJGs79Vafet7dslZsrRt01LaoJaww7LEVm+jE7Jd5uyxSeZixm4ZcMgm0Yr9EmRr++gJR8xt7JY5a2e3/N1lxZmExX5ZtX1fzG9kRf0M9e+Gvu30KaEvmdYTr/iD/qjfJetSan3Zsrm7TKKSKmOjVKXFHYgIzgi1CeJOTZ8+XS0NIAQPacOw5HhzwnFFfJ5s8Qc3ZXDM8fikbvNDNMeTI3Wb4414PdkS2FxHfYmzsqU+VB+OJ1G/+T1vVrYENu/HA9+IJaK392V5xL95f7bHI/VaXLTsrCyp3/yw1t/L8XilbrOB93k84t+8X6/j88AAbDpOricotcHIIyXHG5S6gKfBe7negNQGNhmQXG9QajfX8XmC4t9cJ88blBqjbXZAausjBic3Oyi19ZvbeIPi31zPdD6tjr7fly3i33xLs31eqfdHjJrP5xH/5ovxej0SCGzezvZIoL7hts/nFf/m9h5PlgSDoQZ11Hm8HqnffCyPN0uCgU31kNTCiE+nt9freD1ZEti8H4bSHO8jkqhVf0/f7wTU1W2wPnjQ38M14FoA+od+Atwn3C+1XR9U1w/89UHxbd5W7f0Bdc/Ve/6Aun9quy4gvhxvgzp1dQHJiba/3iM52ZH76w9kic8bShqZvpPBFNQiXbp0ifrehg0blOMNg6ZDDjlE7ZsyZYpS8X3yySdqZu3nn39WjkOoFqFeBE899ZRSAb7//vtKPQJnY1lZmQpuj4D34L777lMOQjgZMRB74YUXpKamRmVPRp9QD05ExMWCgrApcWS23XZbufvuu1UcLThDoUokhBDSdHuECR9dgeiGDh06KCekVW24atWqBqrERPDGG28op+Bpp52m1IdQ4oPy8nKlcpw6dap6DbsGO0kIISSzlzC3bdvW8Vhl3bp1cR+fSVRIwjDNpGmbFfWV4e1aLUBxbaAm6rbhSAy/p83UVNdHHIs1gYgTrCYQ2W84/Dbtj/xxVWvOuE3HjTh5Njn2Nr3e5MDb9KdTvdnhp+po7Wv8kbbVfstx9XqbnXlqvz/Sl7raSH9ra7S+10Wuqa4O+4M27wWi7ofzyqDe8HCq/ZE6gXrzw69ee89w5m3arwVO1hNSaPfd5LHTZlU3vda/Dw4SWujHivVQtJmhlc3OvAZ19GNpS1jhvDQ13+wY3LQdaZ8Nb/FmfNneqPuzNYdhbq7ZQZubmx3+vOEw3PS5iuTl+8LO2ty8yAxkXn6kj/lKoLepTmFu5HsCinIir+tCkUDLzT3L5jRovRM+//xzNdmEhCeIVwiHHl4DOP4Q6wkqQoMttthCOfcQlwoORGS7RLwpw3kI9txzT7Wvvr5eLVlGHaAPBNEWgzKcA6pD1MH59etAneuvv14pFaH6aCoYoGIJt76MmxBCMp3WVn1A+Y4MywgzoS8JxmuEukg048aNkyeeeELOPPNMpb7HxBacnFDaf/nllypEBoQamFyDip80nYLs/PD2Rn955A3tZ2iOlhxFT6iiqulqNF+RVq8+qpLN9DtUU6LpisdYakhTkg5pGiEbtZ6ultP7G8tFoSv6dEWg3kZXGnpsfvM3uA82V6n319QPrb96Yhq7+g3am7oVXVWp9ynWUfXEKTp64hUIY6L2owmT19b2dirHWNh9/9KV1rZFTQGJvwyw0gp2BOMYCCoAxjlIDIYVWW5gEhVCCMl0XMyyoU1zBa0HUCeedNJJ0rNnT+Xog1E76KCDlFMPjjyoQTCww6yaXVwq/Gs4HHV0pyRiHoJoSVSQ4KSoqEi23npr6dWrV4PzGOdoDgciIYSQ5rVHSF7iZAlzRUWFiodrAJuDLMmId9ujRw+lNIfqD3YCAy7E0F2yZIlceOGFCf/IEPYCsRQNoFqHHcOEGlSIDz30kHTs2FGF4sAkFyGEkNa1Ra0N7IEBwkYhxAXiuhsgVvwjjzyiVnBdeeWVcR+fSVQIIYS0atB6oGcnhqoQAzc4E7H0GMlP7LDGpYo2Q4s6OAYM6L/+9S+lWLQm9EJsQzgxkVAF54wW/8ru+IQQQlofp0uYZ82apdTmBnAYGoMuKPxgj6DagM2Aug82CUuFYZMSTdeuXZWz05jUQkKyPn36yHPPPadi6c6fPz/hfcpU7OLqWUFoJgMjrJJVfaa7GXya6lCPc9jg10acMRD1WIV28RCt7T0O4xA21g9rX+xa26kRvR5vVNWg0/am/SbVYPwKO31bryM29816f3Xsvg9ZNt8zfYWXNUajrZrR5hw6TlWHRigxI7QYST2gNLzrrrsa7IciEbHY3dDiDkRgSOqZRIUQQpIP/CSJ1y1m1Mdgrakxp+wGTRisLVy4UL1GbETE0EWWZV2FiLhUe++9d7jOypUrGxxr9erVSkEIWwTnIWIl6gm9cEwkaEEcRAwqYauixb8CrREDixBCMoWm2COnCsTBgwc3SEhgZdSoUaq0NhdccIGyV1AeYgILahLEQ0Qs3Ztvvrm1u0cIIWlJU2xRMoGkk2+99Zb83//9n2n/22+/rd5LWgeigZFdc82aNcoIuu00IYSQ5sOTFVIl3jYtCdQfUDfCkQgQkwrLthCH6uSTT1b7oAyZN2+eGkgBLDVDEPnvvvtOdt99d7Xv22+/VfsMJyPqILYilrAh7iFsEST8UE7iHEadG264QTksjUzQH3/8sYq5aF3aTAghJDnsUXMkUUk2rrnmGmXDMLmF5F5Yao1JMAwG9SVppGXQlXu6dyBHy4BbVVtpbmPK1hxRI/okouDSVzOYVG3atp6ZN6bq0BSTMLqCMFZGZLPqsPEMy3ZqRqvyzpSlWI91qCsp7eKbO3wEOIrL5zCGuukzMcXt1+M0ZkU9nx7D0I0Tye6zrrfJhL2pW6GoqkU71aGbuIe66tBIeGpV2aYryTg2csMtt9wi55xzjoozb8RARLJJJJ18+umnXR0zYbEekR0Ms4EI/AsFB2JSYRvGD+8RQghp3Vm2eEs8wGGHgQ+KHnMKcaXw3tVXX62C+iJJCYzcsGHDlI0wgtgjEQoMIJYa/+c//1HZKE8//XTZcccdw1mZt99+e6UyxPJkGEcUbB911FEq+zGAYxHxEKFuhB1C7Kjhw4dL3759w9m/8RoORSgS4aDEzB2yXTYlA/MXX3yh+gvjvWzZMrUPQe8RBL81sCZLioeSXXZswoktyZTiYXVDdalTqtesd912Q1nsJESxKN/YhLblkeRhbqisMAf2j4eqSvdtK2rdz01vrHG/RGp9lfsBzcoad6EXwLJK9+ddV+v+My6rq3bdtqK+wnXbFVXu/w6TxR6lGpj0gvgCk2OnnnqqUkYiHAchhJCWIV1s0VlnnaVWX2Hs8+abb8obb7yhxlT//e9/1XtJq0BEemhj0ATZPQZ58JpjBg2xRjAYxIVZg+MTQghJD2LFnHr88cdl7ty5KqYTJpSgOkTdV155xRSn8P7775fs7GylQKyurpaDDz5Y2RA9GcoLL7ygggMb2ZqPPvpoFSjYsEVQIqItzgEFI1SNUBX+/vvvyk4ZtghKR0x6IRYjXqO/Rp/jBcYaAflh/+D4hPIRIAA+HJOIrZVKTsTK/811f1LENdIzsMdD5y6uT5vXvk2jSxbtKG2TZxIwxENJqXvHVHFxnjSF/MIc17e6qMi9U6zIkhE+Htrku3dcts2PqCvipUu+e0feFgX1rocNHfLcf8bFPvdtC7MjmWHjZcvCbtIUsmOoqpqK0yXMqQQm2ZCsrKCgQNkjrN6aOHGiTJ8+XbbbbrsGYTXGjx/fan1Nd3TlXV2gNmrcQpDnjfxt6nZHV8t5Q1qsQy3en25srBOWenvrOaNh91SKFaMvZHN+vYWekTmWslFX+3l1laN+HXrsQF2xGOORalJMmmJGRlcQmmIY6opJazxDrb92MQ319kE9M7WG9beGXZxu/T7qcR511Z+uOow1gZ0t3riUhk4zKuv1MkF1mK7sscceanzUXCTEgYggxFgGhgGa1dDhPQz08C8Gh4QQQtJPpt9YzCkE+W2MvLw8efjhh1WxA1k0p0yZEtMWQf1otUWIeajbIigbEay+ORg3bpw88cQTcuaZZ8rLL78c3g9nJs5HCCFkE1zCbKZ3795qsguKeQBVPJJ9IQvziy++qGyrAZN8EUJI85AuS5hbgoQ4EBGk8cknn4wafB5B7xG/6sILL6QDkRBCWgFMasa7MjcVkxG3li369ddfZf/992+wH7G6GMKDEEIyzx45BRNvcAyeffbZ8uCDD8pnn32m9v/555/Sr1+/8GuSWPSYdVaVl0nF54muPtPdDLoSTj+uNfuwvaLQ/pUTpaBtfEKb45qzPkePCWjF7hyme6Udy6RMtMZW1I9lozrUr9DUPobC0/y5aarFYOPZmc2qTDMhB/EYvTbxFHXFtr7f+p6Ok/iGsT4rN/XSEdqiVnYgYuZshx12sH2/f//+DTJeEkIISQzpkmksWW0Rlkv/9ttvDRKwIP5hnz59mv18hBCSqmSKPWoMI2QGnBw33XSTSkQJBT2WMgcCAZUgbOedd27tbhJCSFpCW9TKDkQEwkdg/C233DLq+1hOxozMhBBC0tEWXXDBBXL55ZfLM888owaDf//9t0oYg8QxN998c7OfjxBCMpF0ioGIeLmGKgoxggH+hRMRZcCAAcqGkMRhimGoxS2s85uTZelqtFKbjLj6sfSsuXpbq/qrQYzBRlRtZqWgVt2ikbOL92ennLNTUpoyF1sd+6b20bM4m2IVWuMTmg4c/T7YKjS1c+ufm1Xhabp3NiF39H7pn1V2lvY5e+zb6EfVVYf6Z6srDfV+WBWH9cH6RrM465+V08zLdmRaFmbSyg5EZMW88cYbVVB6GD0dBJPHzBrqEEIISTyZEuejtWzRNddcIxs2bFCJYWpqatRyZmR5xuDvkksuafbzEUJIqsIYiJswliaPHDlSLV1GBk2E4ejYsWOrfj6EEJIJpMvYaPLkySr5JNTrKeVAvOWWW1TmsG222UbNCCJrGJg/f7489thjauD2/PPPJ6IrhBBCMlSm35q26LbbblPOS5wL8XQQu6qoyH0mVEIISUcyxR45BUuXDSUSEqpYsU6GrVu3LmF9ywR0xVp9IKIM83lyomZdtirIzIo1TXWYZZM1V1OyNVDBZTWu6DOrFBtXE6qXtsLG6Fmf7ZWN1vaNZ0LWsdvfIFahadvmGm3am9SAMVSOWbpyNOTgfFoXrcpGXWloQjtAXcgfPbaiRM/cbUWv5yTTvZNMzVYyTXWYLrbo+uuvl8suu0xOOukkOeecc1QCx5RwIGK5GJZrjRo1Sl2E8UDBH/SQIUPkkUceke7duyeiK4QQQtJ0li1ZbREUJKeffrocdNBByoFJCCEks+2RUxBa49hjj1XbVVVVDd5/9NFHW6FXhBCS3qSLLfrrr7/k/fffV0pErITCRBTGJSNGjFAJJJPWgQjQ2Q8++EDWr18vCxcuVPu23npradeuXaK6QAghJMNpDVu0du1aOfLII1V8xX/84x9yxhlnMPg9IYQ0M+kUA9EAyhHYrR9//FEtQZs5c6ayKaNHj5Z7771X9ttvv9buYlqTr6kLA8GIsrAqWBnergnUmNrkZedHbe/Rs+5qykarItBOkafHKtS3Y7WJikXRZ5fJ2C4moZ0ascF1ZDnIkGyKO6idQ4/LaFVM2mggbWMo2sWFjJFh2KQi1D83LcChfj49HqFVMan3xe4+6spTXU0YE+08dqpD/Xx6f5saD5GkDrCJRx99tCqrVq2SKVOmKGeiEbYJqsRhw4aJR8s8njQORIO2bdvK7rvvnujTEkIISXOZfrLaonfeeUfKysrk1VdflRdffFEeeOAB2XbbbZUqcfjw4Q2yMxNCSKbSFHsE51pJSYmkE1DNf/rpp/Luu++qAR7KvvvuK3fccYdyLhrJVgghhDQf6Tg26tSpk+yzzz7y66+/yoIFC1RirrPOOkvF2EW4jMGDBzs6jnNXIyGEkLQkKyvkqhDnwDiff/758vnnn8uff/6plg8g3iLUj4QQQmiPohEIBFS8XKiwoJT/+++/1f6ePXuqQSBpWSrrq8IlpP2X7fGFCzLg6gWqL6PUBurCpaq+OlwQg84ojTkwjAKloFFi1Qs7PqDcM0oM9P7qbUJa0a9Pr2M6HxRxWjG9pxHSim0f9eNYih3IimwUu/PZ9WlTxejXpd93KCmNot8f82Hs34MK0CimvkswXKAmNIp+bv37p76DWj07srT/7NC/i7G+j5lGOo2NVq5cqRTrO+ywg3ISbty4Ud577z0VIgM25fjjj1dLmpNWgUgIISS58LiYTeLskzv8fr/MmjVLvv32W1m8eLF07tzZ5ZEIIST9oD0y079/f7V8Gcm3oFi/++67VeKUCRMmSJ8+fVrpUyKEkPQmXWzRsGHD5KOPPpK+ffvKeeedJ2eeeaYpbFN+fr4KiXH//fc7PiYdiIQQkum4mTVL0lm2ZOWzzz5Ty5ffeOMNpSjBbB+WpCGxCiGEkM3QHpn45z//KZWVm+LtjRs3To466igV9xAxdV955RV+bVoYPVacHutQV3RBhahTH4rEw6sN1oa3i7ILo8bY82VFj+8XK0afrsRrkK05Ukk7sIvfbDbZi00xBbXjmmMTWrM1Z8XVRz0eojUioK7AtLtfdno7vR9Bi1LR/F70eIz6fTfFKoyhjDRlVdbiaOpxMM3ZofV4kZHj+rXvlTqudu2mWIc212GXRdnNr/m6QF2jx0150sQWderUSaZPny577bWXbZ2uXbsqNWJSOUrnzJmTiNMQQgghSWeLkP35iCOOkNWrV8uTTz6plhIg1sghhxwSV9Di5iQYdP8jp3DAjk04sfkHe1ysXOG6ac3aMtdtN5SZA+THw8YNkcFjvJSXuz8vqK6M/MCPl4qKJrStdT83XVbtfiCyvtp9UPgV1ZFEB/Hyd5X7611T4/4zLve7b1tZX+G67V+VyySZk6j069cvrTITH3rooWrCCUBxOH/+fFmzZo0Khs8JKEIIIbE44IADZJdddmmwv66uTp577rmwYxxhMZJKgYhODxw4UM4991wlvy8tLU3EaQkhhGSQTD9ZbdHNN98sJ510kkrckky4dSJW/zjX/UnhMNWVDPHQuas7FQWyYnZwf+9L27h3LhWX5LrtshQV50ow1ARHb1Gu67ZFRe4deUW5ZpVEPLTJd++47FDgvm3Xgmr3bfONyFrx0z7P/XerKNt92/zsggZqIaf0KOouTSFWDLOm2qN0S6KCkBdDhw5VE09YfmagLz8jhBDS/KTL2GjkyJEq2zKUiDrl5eXqPSxplmS8zv/+979q4HbdddcpiSQyT2I5FyGEkNYnnQIFJ6MtQvKUZHMeEkJIMpIp9sgJPp9P5s2bp5yuN9xwg3z33Xet3aWMI8fjCxeP9l+eNzdccixFT0qiJ8HAsmWjeLM84aIn5jAn6Qiai+k/LRGJEywJTkzFDj3BiV7fZj+WENsVJ9doOrVW9HuF4igZjM2x9EQreoIRtVTYlAAm8p+pzzYJZ+wSn6jPPRgIF/1Yesf05CpYAm+UmmBtuDRIkqOhny/bkx0uevIZu0Qp+nccxQlYtmyUdCVdbFEISYGi/J3/9ddfroUUCVEgYs01ykMPPSSvvvpqeOlWr1695Oyzz1ZZX7DEixBCSOJJl1m2ZLJFV111lfzrX/+SwsJCtR2L8ePHN8s5CSEk1ckUe+QUqEMmTpyoQl8g/qHX61VB8Y855hhlv3Jz3SuNCSGEpKctGjhwYNh5fPDBB0t2dsTth1jsiHkIZaIbEppEBVleMEBD+f3339XgDbL8sWPHypAhQ2Tq1KmJ7A4hhJAMJBG26IcfflDLz4xtt8v5CCGEZC6IU/X000/L1ltvLccee6xs2LBBvv/+e3n99deloqJCORWPPvpo9W+HDh1au7sZg54ExZqMQ09i4Q/WRU22AhVjpH3kWN4sr20SFVNSEi28hVKzRTm3HdY6ensTDn6fmPtu7q+eMERPJGIXPsGcaEVPqBKy7a/ewq63uroxVmIak3JRT2Si3Qf989Gvo05T9VnVlPq16/deT8IC3WK0PnptEvpYz+nLirh0dIWhfu+cqgVNCVli3K94qdaSEOV73YfgSCfGjh0rt9xyi2lf586dZcUK9zG/DWAvjPjviKVbVFQUfi8nJ0eJJ0444QRXx261LMxbbbWVWkbWvXt3JctHemlCCCGJx43sPhll+slki/Sl0QzZQQghzshkexQNLGE2AuAvXLhQ/VtcXCwDBgyQ6upq2XPPPeWpp56SCy64QPbYYw/lTDz11FOlW7durdxzQghJXRJli3bYYQf55JNPwq+hMm8OxowZo/6Fo/CUU06RvCbEXE4KByJSST/zzDPyxhtvqJt08sknyznnnNMaXSGEkIwnWjyVxkgH3VyibNGSJUuUgzKa2hDv9ejRo9nPSQghqUim2iM7nExAXXPNNbJ69Wp55513VAFXX311AnqXWehqLH0ArasJYykVvR5vVJUYYtVF6muqvRjf7KD2lhPVoa6os1UcWtR2unpNV9vprfVzW5WCpmPpqkHtPgY1lWLIJEDU6iP5ms21mFWL0e+7uY+R/da7oNczqTq1/tYH6xtVaOqfp+qLdo36PcmyUf3ZKQDrLUpXxFs08Ifqo16H3hf9O2dVM+rEqzqsDdSGt3O99iEVUk11mChblJ2dLV26dJGWAqutmpuEORCXLl0qkydPVgVrrvfee295+OGH1YANMaIIIYS0Dp6skCrxtklFWsMW9e7dW5YvX94gA9ratWvVe4hFQgghJLPsUXPSsWNHNQFGQQYhhLSuLdq4caNpP2LV2sWrhbJ8iy22UO9DRX777bdLnz59mtBzkXbt2smCBQtUWAskcYwVLmndunXJ6UBETCnMoMG4IRgwgtVvu+22TT7ujBkz5J577pHZs2erwdlbb70VXu8dS3GCgPY//fST+rAwa3fhhRc2uS+EEEKSm9ayRdEyoMEWXXzxxRIMBtUPBdoiQghpGrvttptSk+PZikJIc2JW4UW2S3PNmUwr6yvC27rpNyn0PLoSLSuqqizW+e2Ud46wOhN0paFFRRj9fPE77PX2pliDNo4NO6VeA6WgKb5hVvSYi3odra31d5ldv/SrtVWLmmI82l+LriI0KVe1++7RlKq6QtOqbNSPpX9v9H4hk3OkjjO3jx5bUc/KbKeMjKU6zFS6d+/eYDkx4h1agcPwueeek759+6pEWePGjVPCBvip2rdv7/r8999/vwp1YWw3d7z17EQFrMcSMSN7WHNRWVmpYoCMHDnSURBIqE2OOOIIOe+882TKlCny3//+V0aNGqUGk26DSBJCSKoDuxKvbUnF3B+JtkVG9mUY7ptuukkKCgrUawTBxw8GzAwiSxrsEG0RIYQ0zR7NnDlTSkpKeBsJIYS0mi1aunSpyRbZqQ8PP/zw8PaOO+4oe+21l4rN/uyzz4bHEE1dtnzWWWdJc5MQB6IRj6O5wU3Xb3xjPPHEEyrW1AMPPKBeb7/99jJr1iy599576UAkhGQsHgmpEm+bVCPRtsjIvowZ/blz56qsZwCZn/FjAsHuEadqm222oS0ihJAMskck9dDVa3osPL8eF69BDDm7jMyRIXgwK3r8O6v3QlfexRv3MGY1O2WjnffE7rgxlI12mZNDdvcthirSLj6hSTVoozo0qUit16GrAPU4jTZxE/XjxoqDWa9lWzbdIZsMyXpMwRxPTtSszVZ1oH4tenxDPe6hjr5fjxcJ8jRFoX7t+nfeaUbnTLVFJSUlriazEEoJjkQjYZZbrEuoY+GmnwlPolJWViYTJ06Un3/+Waky4MRDvI7SUrP8uyX4+uuvZejQoaZ9SGuN/vj9fvH5GgYUra2tVcXNB0IIIalApigQE22LjOD3UCY+9NBD4eUE+++/vxx33HHy4IMPOrZFgPaIEJLuZKI9IoQQkly0hi2qra1V45L99tuvScdp06ZNo8uWjfBKbuKwJ9SBCLUfBklYRrb77rurjmNdNoJFfvzxx7LLLru06PlXrFghnTt3Nu3D6/r6elmzZo107dq1QZs77rhDbrnllhbtFyGEkPS1RVAYvvbaayrmom6LkAEamTOvvfbaRm0RoD0ihJD0J9bStY8++kh22GEH2XLLLdXr8ePHJ7BnmY2u+NLjxOVlm5cn1tdElFq53uyoCi6TglATOQW1pA1ei6pN10LZKfocEUOZqCv07OqZVXhanyxKNju1nemompNDj/cXy/mhqwtFjwtok53ZFHdQUxZasw0HtHiBdvH+9H7pdfS4g1Z0RaBeT1cN6opArx5nUVMdWu8v9HHh9lrf9bwfdmpErxYzUd+Ode2ZoDpMNFdffbUMGzZMrZBdtWqVioEIsVpTMycbAoaWIqEOxCuvvFIt2XrqqadUymqAAdO5554rV1xxhQpE39JYH0jGH6/dg+r66683GXJ8qNbAmIQQkspkufgBmsqCj0TbogkTJsiLL75o2gebg0HgP/7xD+VAbMwWNbc9ipbYxSn5O+0o1T/OddVWgkFECHfXduVykc7RnauNUbNmveR1aOuq7YayGiltk+eqbfnGWikucRdgvKK8VoqK3Qcnr6yolcIil+euqJOiIneDhYrabCnKNS/pc0pZdY60yY8s84uHNVU50qHAXdvlVfnStaDaXdvqLOma724J7dqaGmmf5+67VVFfI0XZ7tpW11dJfvammKzxsqRiqfQoarnfwZlmj6JhhL8wQIIuqESQ9GvZsmUyf/588Xg80qtXLxk9erR069at1fpKCCHpSCJs0V9//SWnnnqqEg8gJ8eee+4p33zzjfTs2VOawgEHHCAtScIViPqATXUgO1tlnxw0aFCLn79Lly5K+aEDby/6YJfpJlbabUIISZs4H/qUpcM2qUqibRHsjq4qNGwRfiwga7MTW9QS9sgu22Jj1PzvR/cn1e553Lh0HoLc9m1cXy+ch27bFhfnSijosm2pO+eQgVvnIXDrPFRtXToPQVuXDkDQsSASbiZeuhW6cx6CLvluhhmbaJfr/jMuaELmy7zsAtdP8B6FW7r+ewCNtc00e9SYegQKQ4S/QFD9tm3bhuPoHnvssbJu3TrlRDzkkENUCI5jjjnGNgQGaTms3+lsTfUFZ71BcU6pjQrP7rhmxZlJPWcT18+U7ViPFWizP9ax7JSGWQ6VkKb2NlmNTf2yy1htmezMsomVaFLOaZmMdSWn6f5oikdVT49Lqb1nul96rEEtq7GuLLROztYF6qIqAmtD+n79WNEVgFZ0daJdTEz93E4njWOdM2o/tGu3qhlTmUTYopdffllagh9//FH69++vJpqwHYuddtop7uO7lAG4A0EalyxZ0mA/MtUYsaFaEmS2mTZtmmkflqthwEiDSwjJVLJcllQl0bYIKsH//ve/DWwR9m2xxRZqH20RIYSkhz369ddfZeeddw4XhMt4++23XR3rvvvuU+ErDOchQJbOl156STlZvvvuO9l6663ljDPOUPYECvumBuAnhJBMJ5Vt0c4776xUjcb2wIEDTTbJKNif9ArEU045Rc2QIevx3nvvrTzhX375pfzf//2fkm/GS0VFhfz222/h14sWLZI5c+ZIu3bt1FpyLPeC1P+5555T71944YXyyCOPqCVg5513nkqqgqD1MMKEEJKpYFIy3lm2VA5an2hbhFhVWB6NBCkHHXSQinfywAMPyPnnn6/sEmIh0hYRQkh62CMsNYYNMOwDVIJDhgxxdSyEqli5cqUKeaED1Trew+QTitfrlSOOOEJ++ukn6devn9x9993KmegEOCjffPNN+eWXX5SzE3bxrrvuUtdBJGrmZK+m0rJmsXUSHsAUD1E7VrbDL7NdXD+xzXZsrxS0U9i5DXMS/fzRscb1i3buWE8Dq5oyej/sFJb2WZj1h4pZfanHVox8hvqRcjRlojXLtl1MTf3z1O+JXRxJ61nt1KY6uvpRx5qpWe+L3kc7ZWO6xkZMZVu0aNEitcrJ2G5uEupAxGAND4QzzzxTxZsCUP5ddNFFcuedd7pahnbggQeGXxuxoRB4cvLkyWppmK4y6d27t0ydOlUZ1EcffVTN1CEz5gknnNAs10cIIST5SbQtghMRS85GjRoldXWbfnTl5OSoLGmPPfYYbREhhKQp77zzjhx88MFSWFjoqv1xxx0nI0eOVEpExMfCRBTGMLAdNTU1KkEXxjWnnXZaWEGPZXGwZ04diNOnT5eLL75YdtttN2UTb7zxRhk6dKiKtei234QQQloHPYZiU+MptpoD8Y8//lDOOwyYHnzwQTXThcEUpPeQ3RcUuAvkPHjw4JixVDBwixZU8vvvv3d1PkIISUcyJWh9a9kixK4ylCg///yzUnggMzPj6xJCSOLtERJl3XPPPSo5CcQGb731loopqAMHHergfaj/oBrfb7/94v64Xn31VTVZ5ZYnnnhCZeo8/fTTlfMwiERUIqpPiOWLkBhWDj30UDVB5ZQPP/zQ9HrSpEnSqVMndX/2339/131PN3TVoK5Esyq+/MGIOqteU3eZFIxajD69ta5qy7Yq2exUZnqGYxvlnI7ed9XGRsWn/66xUwTqcRqtRzEpI21+I+l1zPEU9WzH9hmOrdcSLYah6RwmdZ/9fXCShTm0+W9x8xu2ij79WPUS/Tuk38dsmziC+vdHnUf7rphiSdr0vTZQ26gaMRZ2qkP9uLp6Mc8SpzfV4iOm09jo119/lYcffliNQfAd3m677eTSSy91rTJPSAxEDJRWr14dfo2ZNBgmBG10O2AjhBDSPGRlhVyVVKO1bVFRUZFSeCCwMZ2HhBDSOvaosrJSBgwYoMIaReOVV16RK664QinxkBEZjsPDDz/ctKpp1113Vc9ya/n777/DdbDEGLFusbTYLbBNcGauXbtW9WXcuHEqttW8efOiOg8B4iU2Zdnahg0b1L8Iw2FHbW2tuj69EEJIupAuY6PXX39d2SZMCMHuYcwDMR32QcGetApEqzIDy4ih/CCEENL6eFzMJiU0A1ca2KIvvvhCnnzySaWChMHu1q2bPP/880oRue+++yakD4QQks72yOrEsstcD2cgih3IfIw4uYhdC6A+/Oijj+Txxx8P2wwMxhrj3//+t1ID5uU1LaM6wFJiDPzcZMyM104iDAfsEgaYduA+3HLLLZJJmBSEmspMV12BXE/kO1ctVVGVdP5ApL3HmxVVpWWND6i/Z8pkbBN4zazi09Vy1noSVcGoY7fKQs+IbFViOolPaBd/MaQLLC1t9PPoikA7daFtP2IErNPPYafu09vrGZl1Fam1L/p9NMWltFFiWjNx6+h90TNI65erKxD18+mZk60xPPXj6jEQrQpIg1xNaZidRhmZ02VsdM0116i8ILfeeqtp/5gxY+Taa6+Vk046KbljIBJCCCGZxhtvvKEyZCJGFWb9oNwA5eXlcvvttytHJiGEkKZnvLcOkMaOHRvXMRCnFs7B6667zrQfMQG/+uqruJcvI1lWU/nPf/6jChKnfPPNNw36ZThS4KhEOI5jjjkmpnowFpdccon8+OOPKrFYLDAgNeL9Gs5b6/0nhBDSuqxYsSJqGA2ExUCYDjckxIEIo2bN5NTUzE6EEEJa7hntpE2q0Vq2CEvOEMcKBhzB7Q2Q6dI6I0gIIZlMU+zR0qVLpaSkJLzfTagILA8OBALSuXNn0368xkAsnmXA3333nZpAagpQ+cFODBo0SLp27aoyMpeVlSklE8JifP7557Jw4UKVhRlxrbDcefTo0coBiGzM8YCYWEj6ghiRW265Zcy6durOTCGWts6kBtMIauqz+lBEgegNRZRaXvHaZFe2nj8Ul6rNTqlnrWeHbVZk7dxB659tjNjQ0fpiG8evgWSycdWhXkdX8dnFHdz0ZnS1nl1MQV0pqKsO7TJLW9H7osc9tCpao6kGrX3RVYT6Z6XX0bf1OI3WWIV12nv6tl1sRj0Goq5GTHXSZWw0ePBgtQoKk0s6sBFu4vomdAnzWWedFTY0yBp24YUXNsjs9eabbyaiO4QQQtI0UHAy2iIEL44WiB4DXQwECSGENN0eIdsxHGnIKIzSFKwDQdiPeAaHpaWlytnXVDD5hKSQULEby6kxGESiE8NZCvUfllxj2fF5550nw4cPVxmYsezaCbg2OA+RTAYOSYTWIISQTCaVx0bvvPNOePvoo49WS5WhrN9zzz3VPijZEU7JbRiKhDgQR4wY0UAySQghJDnAmCj+WTZJOVrLFkE18ttvv0mvXr0azP716dMnIX0ghJB0t0czZ840KRDd0KFDB+WEtKoNsXzYqkpMBFhSDbW6AZacTZs2zXSd2MZSbSxnvvzyy+Xmm28OL212ApytL774oorZWFxcHL52OEHz8/Ob+YoIIST5SeWx0bHHHttgH9TpKNZnP4QUSelAxCwZIYQQ0pq0li264IIL1KDumWeeUT9GkKXz66+/lquvvloN9AghhCQHOTk5KsMynHTHHXdceD9eI7ZgokEiFzj3brrppvDSaDgzrcuTV69eHU4i06ZNG+V4dAqSwxhL3aw2E6p90hCvzXJX6zJOc1KUQNRlx+alu9rSWbEkUdFSNNgtOzYt49UIxahjt8RXR1+ua7dU2DFamyy75CwxkqDobUzXpfdFq2N7r2KssDbfLwdJX2z63uCc+rVr/aoP1je6DD3WknC75d/6UmW7pdhV9dWmY9ktVfZry+71hCp2y5ZrtKXN0ZZKk5YjGHS2jN4tTKJCCCEZTirL9FMBZEDDoO/AAw9Uy6axnBnLqOFARMD61iDe5Xg6eQN2kpr//ejuxPX1Itkuf3qsXC7SuaurprVryyS3fRtXbTeU1UhpG3dZVMvLa6W42N2P5vINNVJc6j57a2VFrRQWuTt3RUWdFBXluGtbmy1FueYslE5ZX5UjbQucOz50VlflSscC84DFKcsq86VboXkQ5ZQV1SHpku/ub2ldbY20y3X3GVcFaqXA5YCspr5K8rILXLVdUvmX9CiMHR+vtezRbrvt5mgJc0VFhVKFGyxatEjmzJmjEo/06NFDJQfBkmHEHdxrr71kwoQJsmTJEldKjaYCm4Hzf/LJJyoDM2ITwpF5wAEHKEUklIeItQh7YqhO8Lpv376Oz2GXYZcQQjIVjo3soQOREEIyHMyWxpoxtWtD7EEWy/79+4vHs2mW97bbbpMbb7xR5s+fr2YGoR5BAPzWxO2gsfbHue5P6tZ5CFw6D4Fb5yFw6zwEbp2HoKgkt0kDezgP3bZvUr9dOg+BW+ch6FJY47rtli6dh6BTfnS1hhPa5rj/buV73Tl4QV42lqW6+250K+wmAYsyKh4aa9sUe+R0CfOsWbPUhI6BkU0YYS4Qb/CUU06RtWvXquQly5cvV8/yqVOnSs+ePaU1bMnOO++stufNmyedOnVSSsP33ntP/X1D2Z6dna36fv/996t6SKby9NNPJ7yvmYQpQYlV0WeTgMPnyYmqLtSTZni0JCpW9EQZXn0CUFdD2qgJbVV0sVRuJqVg9OuzU+FtupbGk5rYYVLhxahnOodN350+izwhLfmIjQLSG0MZGU2dZ01E4g3pashgo98Z/Xx+LVGLOo/2XdHf0fvu8/iiJjsJxVAG1gYjdjjfmxe1vROsytxUI53GRpWVlTJ9+nQ1EWZVp1922WVxH48OREIIyXA2xfmIvw2xZ+DAgWrgicEe4hxiYNu+fXulaCGEENL89sipAhFLdRtzro8aNUqV1uazzz4Lb/v9fhXbEIlOtthiC/njjz/UdWy11VamCSnD4UgIISSzx0Y//PCDHHHEEVJVVaUciVDar1mzRgoKCtQYhQ5EQgghJAlADCosi4NxXrx4cYvHIyGEkEynOZKoJDM+n0+pEBF+Ag5DLGkmrU9WjD2Fvohjt6q+KrztC0WUYXo4Ed2xHbIE6dPj1pliBOqx7WwUebYxDGPFQDSpC6M73EM2/WtwXAdiNDtFnxX9PHZqRrt7YupvDLWY+RwBG7Vo9HiGfi2eYazzmOMeRo+vqX83crPMqnPzZypRt3XVoH5P9DOa94vkakrZukBdo7EO7ZSNunqRtB5XXnmlDBs2TMW6xdgEGZhhS5BIEvHZ3UAFIiGEZDj4cRPrh5RdG2LPCSecoGJUIQMzfgBCeQhlTDSgIiGEEEJ7ZAXLqHW22WYbOfvss2XIkCHqNRNxEUJI85MuY6M5c+bIk08+qcYgKLW1tWpl1N13361CXxx//PFxH5MOREIIyXDSRaafTCDoPYwyAvVjecB5550nxcXFrd0tQgiRTF/CnEq89dZbpteIYbVu3Tr56quvpG3btlJWVmZ6f/z48QnuYWaSo8WWq8myxF/VlXvath4Lz6fFyQsEI6o2faIxVgw5k7pPU6zpqjQ3zox449bpZ7CqAXU1o13sU72PZqWgfWxFq2Iuer+iqw5Nx7G8o2fMNikNtfvrtQt9EEOtaVIXav2yxkqMHCr6tddbYiDaZ9yO3sc8TRFYE7SPZ6grIz2e6BPf+v2xUyamOukyNvL5fGElKxJvwYZsv/32UlpaqrbdQAciIYRkOIkIFDxjxgy55557ZPbs2So2IAZFRsZI4wfTLbfcohxv69evlz322EMeffRR2WGHHcJ1MGuGTJMvvfSSVFdXy8EHHyyPPfaYykppgLZw2L3zzjvq9dFHHy0PP/ywku0bwGBicPnpp59Kfn6+DB8+XO69917JyYks25g7d67KkIxslogXcsEFF8hNN93kOHMxAt8jVtVhhx2mrhnLBOhAJIQQafUkKqkE4lfpIPlLfX29/PLLL9KhQwfT+07tEyGEkMxIojJw4ECVOKxv377KfkC1jhiIzz//vOy4446ujkkHIiGEZDiJmGVD4N4BAwbIyJEj1fJeK5DSQzmBDJgwcuPGjVNLtH799dew4+2KK66Qd999V15++WWVkGT06NFy1FFHKQedMWsPZ+Bff/0lH374oXp9/vnnyxlnnKHagUAgIEceeaR07NhRvvzyS5VpExJ+ODDhaATIcIlzw9BiQLpgwQI566yzpLCwUJ0z3iQqyHxmzXpGCCEkfVUfLZ1UBbEQYf/0JCukdfCIOfafPxRRGur4NIWbrt2zU9RZE/2YMvVq3/noR7WPkRdLIWf3p2SnJjQr/SzZnR0cS28R1FRtuqrSqmzUFYH6vTNlk7bpRyxloulY2n79/Pq5dRWerl7E70wdXWmoO/n1rNp258iyyagM/Fp8Ql1dGND6pW/rWZxjxSfU2+iq2aAEon4HsjXVbKUW51O/J+oatTueCvER08UW3X777VJeXq62//Wvf6kxz0UXXSRbb721TJo0ydUx6UAkhBDS4hx++OGq2P1IfuCBB+TGG28Mx+J49tlnldT+xRdfVOq/DRs2yMSJE9WM2SGHHKLqTJkyRbp37y6ffPKJHHroofLzzz8rxyECBEPBCJ566inZa6+9lCNy2223lY8//ljmz58vS5cuVVkswX333acchLfddptSr7zwwgtSU1OjnJm5ubnSv39/5USEg/Oqq65ypPJgEhVCCCEtBZYuwy4SQgghdiAGuwHEE1OnTpWmQgciIYRkOK0t00e24hUrVqglvwZw3CEJCeI8wYEIlaHf7zfVgQMQzj3UgQPx66+/VjE9DOch2HPPPdU+1IEDEXXQxnAeArTF8micA6pD1MG50Qe9zvXXX68yKvfu3bvRa2ISFUIISaw9SscYiA899FCDCTeE1kAYkIKCAlm2bJl069ZNTa7BNu27776t1tdMpUH2YW1bV2HVBOqjqtJ05Z2u/oql4LJT/tllGY6VfThoik9opyi0z+Ic7q9FiWmX+dmshmxcWWjFpJi0UR3a9cMTIwai3XXp9fTPypzlOhg1vmUD1aIWX1Dvu/590JWnthm2Ld+PumBd1DZemziLeuZk6z3U1ZB6Rma976YYoNqx9Gu13gfr9znZae2xUXOzatUqJaaACALjITgT3UIHIiGEZDhNkeljua8OnG66480JcB4CKA518PrPP/8M10GMQgSNt9Yx2uNfLBm2gn16Het5cEwcW6/Tq1evBucx3nPiQGQSFUIISaw9SscYiPfff7/pNeL/YiC40047KdU9Jr8AlqhhqVpzqEsIISTTSZclzBs3blQTagj/ZCyvx0TbKaecomLNQ2QRL3QgEkJIxhP/LJsxh4wlxDpjxoyRsWPHurqj1qXBmIVtbLmwtU60+s1Rx5gRjidIPRKoACZRIYSQlrdH6QgU+tb4uogZfOaZZ5oSc+29995y6623tkIPiVWBqH8bc7QMtdmeSD2/Sc0ViKoe09WIwGPz+8Mcu09TENrVd6i8s8vibNYl6io8Z9mA7bIi68o7UwzEBjEbo2eaDjnJUh1L2ahdrumMWr9MylHtiu3UltZYh3aKSf37YKfErLV+H2w+H5Oa0dSPQNS2fi3OofWcepxHX1Z21NiIdVosxiJfoaQP6WGLzj33XJkzZ4689957KqQTxjFYlYXkjuedd568+uqrcR+zcd0vIYQQYgNiCSIOk1GwzDdeunTpov41FIAGUFkYyj/UQSISZFmOVWflypUNjr969WpTHet5cEwsj45VB+cBVvViLI444gh1TxCkGAM9xFhE3CoDJHDp16+f4+MRQgjJPGA3EKsXA8G5c+fKwoULG8Q/hPJSty+EEELI+++/L88884wKxQQ7gfEIthEjHu+5gQ5EQgjJcDwuC4Ax0ku8y5cBlgTDaTdt2rTwPjgLkb0Yqgqw6667is/nM9VBlmNkojTqYGYNgyrEhzL49ttv1T69DtqgrQESq6DfOIdRZ8aMGabMyaiDuInWpc2x+Oijj8LLy8Bdd90l69atC7+ur69X8UgIIYQ03R4hBiImZbAsK12YNWuWbLXVVmopM+wHbNWTTz6p9unZXr/88kvp06dPq/Y1U4GaSy9ejzdcECvOKHnenHDZpA3bVKAMM0pQK1Dk6SVL+w8qMaPodaxKvWj/WYFaL1y0/4JaifTWXF/vk+k4MZR+StFnFA2o84yiX5+pvrXYXK/d9ZnOYblG/Vqys7zhordBHECj6PdER++7tZg+CZv7ru/X+6F/l1D0vkO1aBS9j/q5EYPQKPp+6/e32FcULsj8bBS9j4h3aZTSnJJwQRZmo+jnQ6kO1IRLutuiZKJ9+/ZRlyljnzUslFOS8ToJIYQkEMjZ3ZR4qKioUBJ6FGNZFraXLFmijnXFFVeo+E0IDA8HH7IiI0D88OHDw4bunHPOkdGjR8t//vMf+eGHH+T000+XHXfcMZyVefvtt1fLhiHJRyZmFGwfddRRKmAwQBIWDDDPOOMMdQwc6+qrr1b1jNhZOCcGaegD+oI+oW9OMzAbNPgxb3ndmjSlK7k77ei+cX1kmU7crIw4feOldq17Zc6GMvc/dsvLIw7keKnY6L4tqKyobZ1+17qPjrO+KhKwPV5WVOa5bvtXZb7rtquqzcvK4mF9nfvvVrW2bCxeauqrXbddVrlMktUeIQbi/Pnz0yaBCrjyyivl6KOPVgm83nzzTRUmpEOHDipZGCa5/v77b3nhhReUHRs1alRrd5cQQtKCRIyNEsE///lPNX7RhRNYZfV///d/ctNNN7k6JmMgEkJIhgNz19JRPqCiQIZjAxgzMGLECJk8ebJcc801Kjg8BkBYUozBEVR/eownKDCys7Pl5JNPVnUPPvhg1RbBgA0wkLrsssvC2Zox8HrkkUfC76MuJPs4zz777CP5+fnKYXjvvfeG68BZCaUjBqGDBg1SM3Tor9HndMGtE7Huxx/dn9QXydwXNx07iwRjqBpikNOhnevrLW2T57ptcXGu67ZFJe7bqvbF8auB9X67pSTPHE8pHtoWuHeKbVHk3hnXvbDKdduOee7vVWmO+7a5SsXksq0H3y13X64tCrpKMOjeaRps5G84EfYolYDtxFIz2D4AWwlVPZY0Q4G4//77qwkvOBAvueSS1u5uRuLxWLLL2vx56H9xfu3vIMcT/W/CqqTTY+l5HWQfNhkQzbHRQB3owOlhF1PQ1McYxzFlE7bpu51qMdaTSj+uKTuzXscUM9E+VqF+LXrGYf269EzCphiVphja1uvTsmQ7eO7q7fUYhNli/p7ZxX80ZTvW+uUkOzPQFYL+gD+qzbGLbwmlohOqbSax8rPdT+Y1N6lsiwYOHGhyZiLsRc+ePaVHjx7qNcQbsBsI8XTBBRfEfXw6EAkhhLQ4gwcPjvnDCYYOyVdiJWDJy8uThx9+WBU72rVrJ1OmTInZFxhQBBOOBZSNWMbcFKLNRibj7CQhhJDkBMp4DPa222678D7E0919993l7LPPlg8++ECp6ouKilq1n4QQQpKDY489tkWPTwciIYRkOG5k93SENQ4cplgGbcSFrKmpkQsvvFAKCzdlqdPjIxJCCKE9snLKKaeo8B1QySOWL2wv4h1i+RlCccCRSFoXxKfT0RV2AS1Tr67O2hisip7NN1aWYF3JZpvhWK8TIUsXCjZo5EBFaKNkM1exZB/WlMr6PTFnW278t2dWzCzQ0euZ9+vplUOOVJx6BmtdGRnMsru/Me6h9p5+7/Rsybb90M5izcptl225pr4m6n03nU/rU45FzV7ur42aVVlXZep90bdjfX/177/+N2OnRmxtUnlsNGbMmBY9Ph2IhBCS4aSyTD+ZwfJsHcRstHLmmWcmsEeEEJK+9ghJVBCmAuEn0iUOIhyHGJTCViDxFsA17rzzzmopM1SIOsi2SQghpGmk29ho9uzZ8vPPPyt7AtU6ljm7hQ5EQgjJcFJ5li2ZmTRpUmt3gRBCMsYeIYmKkQwrXcjJyZEHH3xQ7rjjDvn999/lscceU1mYcc2IF0xbnHyY1IGa0qvAG1Fzrc/aGFUhp6u5THH4LGoyZL8Ntzep5aIrEz1aHT2WorW93l/bWIU2cQSt6jMn7fWYqHb1rdjFN7TGNIzWL/PfSyjuOI16HTu1XbalrSl2pRYv0xTz0Ubhafo8PebjmhWBQQcxInXlZ+RYdZaEXPp9rNLUgbpiU78/ej/0/TUB8yobXQG50V8e3i7xFUc9X0Erx0NMl7HRqlWr5B//+Id8/vnn0qZNG/WdwuQT4tK//PLL0rFjx7iPySzMJGGYHuzaZlF2YdQArbnevKjbOR6z1DpXk0Tnbw4yDfK0xAp53sh+n/YAzvNGHqb52WZpeK4W1DjXG3kvzxvZn6/tz9Xa5/m0Oj7LcfV62do5fJqcPDfS39w8re85kWvKyTH7/83veaPu92VrUnZfZNuXHanjzTY//LK19zyeyHvZWr0s3ahp990k47cGmdaOJU5+NNj8wGmAnXw+EIxeRz+WliE2GLQErw5oywi0Y9X7I9v++kDU/fX1ke3aWvP3obY2ck5/XeS9mupI4OLamsh2TXWkfrVm8ystmU8r6jg/RAghhKQqfr9fDfIWLFggBQUFKjbv22+/Lc8++6x8++23avutt94yFUIIIcTg0ksvlY0bN8pPP/0k69atUxNP8+bNU/uQdNINHGGShGGKy6E5bSrqK8PbtdosSK2WBapWm8WoC5pnNGq0DFFVmgOoWtuuCUS2K+vhrNrksKqsjzi1qurNfw76e5WaM0Z3zOj7K+u0Y1VHrq9aOYK011XaNWrOoBrNSVSt7a/THE4mZ5Pf7IjSnU9Sp90j7T6I3x99v55R0eI4M70XI7ZFVGI5BnWHosmZaON01B2Tdg7LBm20eppzWa/j1Z2qXi3Tmt62Qb3ojliv1t7ni5wjW2urO3c3tfdGPVau5kT2ac5itA9udmZi2/ga5PkCUuOPHCs3OyjltZuc63Wb/80UmT4hhJDUhPYogs/nUwM9XdVSV1enYiESQgihLWqMDz/8UD755BPZfvvtw/uwhPnRRx+VoUOHihvoQCSEkAwH6mC7pR+x2hBCCCG0Ry0HYh9OnDhR7rzzTvX63HPPlRdffFFuuukmfvGSFH2pZl3QHzVZik+byPYH66KusrImStHFF/USiDqY153N5qXR9stz7Zf4Rq9jR4Pl0zY/E50kUYnVJ7v2dst4Y3TY0l3tWLp4wsHn7DSRiL70PKQlZPFry4D1a9K/M9kWt42+fFtfGp0Vir6kXb+mgPb9sSaT0Y+lX4vPkmwlctz6qPfQugRff60vW9Zp7WXL6Tg2CgaDajLKCvbpIQTigQ5EQgjJcCAA1UWgTtsQQgghzQntkRkoDp9++mmZNm2aDBo0SL777jsVCB9xEDt06CAHHXSQqf748eP5hSSEENoiBWzE5ZdfLi+99JJsscUWat+yZcvkyiuvlIMPPljcQAciIYRkOOkyy0YIISS1oT0ygyXMu+yyi9pGLMTFixdLfn6+VFZWqvLDDz+0yudExJHKzJvljbqt49dUQH5Nsagr3EB9KKLgysnKaTypiaZe82h9sirk7JKw6O1N9WMkTtHRVXl2166fT78OXSVpVWLatXdyTabri/EzVj+/XXIV/bMy9d2SYkLvi1/7DO3I1u5VrKQ6ps9dUx2aFIS6glE7rq6MrdfOsaledtQ2NfU10RP62HxW1u+vT3tdrYUpy9fyHCQT6WKLHnnkETnmmGOkV69e0r17d/V9XLJkiYqpO2XKFFfHpAOREEIIIYQQQpKMzz77rLW7QAghJEXp3r27fP/990rF/ssvvygnOmIgHnLIIa6PSQciIYRkOJgctQlDE7MNIYQQkiz2aLfddhOv1ysXX3yxKunEEUccoZaglZaWqte33XabusY2bdqo12vXrpX99ttP5s+f38o9JbrizKMpknI8kThk2Zpqq1qPkxgrlp4mttOVXnYqQJOKTlOiNVBJhRpX7plw+PepK/HslIZ2ii0nMRdjYRcnMZZCTD+nqY96TEKtjq6q1Otb4yfq90H/THRFqU9T/enqQL1trRYr09rGFAvSJn6jrn40KTwtn7Oe0FRXIOrfIf0+5HoLwts1WtJTq+rU9DpkvpZkJB3GRvX19ZKXlydz5syRIUOGqNIc0IFICCEZTrrI9EliyNlpJ6n78Ud3jZEJPkowZ0esXinSsbOrpnVr1klOh3au2m4oq5HSNu6W2JSX10pxca6rthUba6WoxF1b1b68Vopcnrsp/d5Y45OSvMgAKB7WV+VI2wJ3A4u/K/Jki6LIsqh4WFpZIN0Lq1y1XV1TKx3z3N2rDXW1Uprjri0Gebk2Qe0bbRuslVyPu/P+XbVctijoKsloj2bOnCklJSWSTlx11VXq3w8++ECuvfZaKSgoCC9LQxwrOE2xPA0DxV9//bWVe0sIIelBOoyNsrOzpWfPnhIIBJr3uM16NEIIISlHOsyykcTh2nkI3DoPgUvnIXDrPAQlJbkSCobctS11H9unKc5D1d6lAxAUFuWKy0uWNvnunIegfaF7VUK3omrXbXu4dB6CDnnus0a6dR4Cn5atNf62vphxxWLRJb+zKS5XvDTWlvbIDGIcYvkZ+Prrr5XCcuHCheL3+9VrqBJH/z979wHmRLn1AfykZ/vSi/TeFBVBQWmiIvbeFRULihcRvQrY8SrXjl4Rey/wXRWverkKimIBRBBEARHpSFna9t3U+Z7zZid5Zzazm2Q3m2Tz//mMyU6mZbJkNifnPef22+njjz+O+TWB+qXpciz9rSR3PM2wyllbxbVmeekZ1fIzRdDJWB/k0GQnSrX0Itm3vC39e4pRMMWoTqO8ur5TtBGj52iYPVkD+biM6jxGsj+5BmFN68vZhXIHaW33bF/YjEP9/o32J78E8vry2an+uoXflvy85CxHuTajQ7ouydmIzKPJiA3ts9hdErZuYqI7MjeWa9E999xDU6dOFfUOmzaN/W9hGQKIAAAAAAAASYazC/lD30cffSRqWLVs2ZKKi4vFvDPOOEN8MLzsssvo/vvvT/ShAgBAknn22Wfpzz//FB2YORsxKytL87j6BVU0EEAEAEhzjSFNHwAAUh+uR1qPP/64CBxyhqGaccTDtO12O7388sv00EMP0X333Vdvta2g7uRab3KWmUnKwLIblBDwSJldNrO2665HkWrjKeE7PStyHT8561BTP1FXoy+Cjsd+KcPObJBmpc/6U+SdRvD3o1FdR302oiZj0uBYjDIujTLq9I/JxxJJPUSjrs2xZFxqumdL8/XnTc5OlI/LLpW2cEt1EzUdoJXw3ZH1jDJi5X1USJmGObZQcMpp0f6Oy9mFctZilj2HklFjuRadffbZhv9OYoUAIgBAmmssafoAAJDacD3SKioqooKCAhGcufrqq8nhCHwod7lctH//fjrvvPOorKxMZCUCAACuRbIHHniA6hsCiAAAaS/6b9kibsMHAAAQxbUF1yNt9si1115LI0aMCA4948Ah32/RooXoyswdmPn2zDPPxO9ZkrEY1PKTs7HkjD5N5ps+o0/KANNkn2nqFoa/r80y1JFr9EmPyh2ktctT+Iw6Hc2/Y2kdn6YjdPjlNdmIun1ozospgtqMBpmQ+nqscraoYe0/aR35GOWMOv37l7x/TWdqU+2dqY26Plf/HZK6NUsZgUYZjH5TaLte3XmQlzM6J5pMV4PM0XKvti5xnj03bKdpOTFS06m8hszIhpHa16Ly8nL6+9//LrLXuWbuSSedJIYzN2/evM7bTvQrAwAAAAAA0Gg8/fTT9Morr4igBn9we+aZZ2IaRvbiiy/SbbfdRm+99ZbotKx21hw7diw99dRTlJ2dTatXrxbzjzzyyHp/HgAAkHruv/9+euONN+jyyy8np9MpGm7ddNNN9O9//7vO20YAEQAgzfH3i+YY1gEAAKhPjeF6tG/fPnruuedo7dq1ZLPZaNiwYbRs2TIaPHhw1NviACHXOuSA5ObNm0VAsmvXrmK+CoHD5CVnjRll29nMod/giqogMfNb/BHV6NN23TWHzyCsoSuxtouznAUorS795DPIUtTvQZP4Jz95TT1GCptpKGduyh1/q9d8DP+8NLUcjZ66br5Xqg0pPy95/5F0oK9eW1H7LFXyFwpyF2Z530bZiPrj0mcnhlvHqDannlwrUT4WeX05u1DOFKzwVRoeU5G7uNaXJPFZh43nWvTRRx/Rq6++Spdccon4+YorrqDjjz+efD4fWSzhf19S8XkCAEAC8B8xsUwAAAC4HlXH2YKVlZVi6BhP3D05Fu+884645YDhEUccQf379w8GD3l4GgAA1L9U/2y0Y8cOGjp0aPDnQYMGiez1Xbt21XnbCCACAKQ9U4wTAABAal2Pvv32W1EvsG3btuIDH9eI0nv++eepc+fOYujXgAED6Lvvvot4+1yb8I477qAOHTqIffAQZs4ajMUtt9xCn332WbX5PKxZDS5C8pIDC5yRpU5cm06drCZrcPIq/tDk92gmv+ILTlyDTp380sQZeeqkmV+V9cUT/6SZpOU4w06d5H2IDMaqyXAfukneB2fYqZPhv1ppH/Lywc5KYTosycvJz9FoqvbcpYmz7dRJns81AtVJft3k11PeB2cGyhPXuFQnrv+oTtrXJ/x/8uvh1U2c6ahOMvnY5ePi2ojq5Jf+44xDebKQOTjJx+jxe4KTw+IITvI+vH5fcCr3VWgmm9kWnDjDVJ3kfXAtSXUqdBcHp8RI7c9GPp+P7PZQt2zGAUS1FEZdJE+eKAAAAAAAQBxx12LO5Lvmmmvo/PPPr/b43LlzadKkSSKIyEO+uA7hmDFjaN26dSIoyDioyJ2Q9RYsWEAZGRki6Ld161Zxn9floCUPZY7WnDlzxBC0Tz75JLj+3/72NzE87euvv47p+QMAQOOmKApdffXV5HA4gvM4K378+PHBhlyMryXRQgARACDNxfKdWfJ8xwYAAI1FXa5HxcXaTBX+4CR/eFJxQI8nI9ycZNy4cXTdddeJn2fOnElffPEFzZ49m2bMmCHmrVy50nB9LlLfrVs3atq0qfj59NNPFzUQYwkgnnrqqfTCCy/QOeecI4KTr732Gv3nP/8RwcMePXpEvT1oWJxVqJKHN8rdcR0WZ/C+xRSqLefT1feT6+TJnXOtBv9iLBTKTPOScdaRXA9P3pLckVmT+afpgix3d9ZVtjOoF6gYHK9m31J9P/lcMZ9Uq9BkWPfQ4NjlfehqCmo3Fr5DsvwaGPW+lpcJbCD8/uXltF2nyaCLsm6z0jHK27Jqukb7a9+37vfMo4Q6JJuk/ct1KTkLUVooeDfDIgWrdC+/XD9SrqGYZc2Ujj307yVbml/mLQ+7fDyl+mejsWPHVpvHdRDrAwKIAABpLpa6HclU5wMAABqHulyP2rdvX60L5QMPPBDVttxutwgOTpkyRTP/lFNOoSVLlkS0DT4OXpazPbiJyjfffEM33HADxYozEA8dOkQnnHCCGB69ePFiEaAEAID4SPXPRq+//nrcto0AIgBA2kv179kAACDdr0dcND43Nzc4N1z2YW32798vake1atVKM59/3rNnT0TbOO644+i0006jo446isxmM40aNYrOOuusiI9h8uTJYedzIxbeJg+tlrMlIXnJAQWr1JXWrbiD97kmXOi+lDXo13VhNocyuLgOYmgnFoNMNml9KclMn9Gn7eIsPSAn8Rn8mzRL62oyFvVdoDWbDZ8daNRRWb9do47ScialvIS2U3QN3ailrEc5804+Lnl9OSNPfh76cyX/7PNLmaAGGanVMiMNcJ3A0HGF+KTV3VKmoPx7xvUNw2Uc6rMAtRmXoeP1SPt2Wh1hXys5S5bZTfawxyJnJhrVO7QlpDszPhsZQQARACDN4RKZfvgP4li/KbUfcQS516yJbcceD5Et9IdjVPbtJWqh/VAfKff+g2RvHhhOGK3iYhfl5jpiW7eoknLzQsPTolFa7KLsGPcr1i9xUXZObOuXlbooKzu2dQsrbJSfof1AEqkDZXZqlhX6YB2Nv0oz6LDs0LCoaGwvy6QOWaEhUtHYX1lBzZ0ZMa1b5HZRnj228+zxu8lmtse4rkfzAS4aeyr2UuuM2P4dxvt6xIE6i8VCEyZMEFOdjkP3/hjte+bDDz8splisWrUq7HxuxMLDtI0eBwCA+oHPRsYQQAQAAEhDRt/218bz66+x7zTW4CGLMXjIYg0esliDhywn1xHzeebgn+KPbV2xfp32HVvQkzXJjC14yFpkV29KEal22bEFAFl7EbTUZuVEqrkjtuAhy7HFFgBksQYPGXftrCkTpyYtnS0N62pFItLsmlj89NNPmgzEWDRv3lwEIfXZhgUFBdWyEuMFzVEaJ+7WqzJLmYYWJfRx3GYOvQ+Ve7XvpXJGl0UJZYB5FUvYeojc61fFvYWN/g3KgXHDa4ZBNmJN/5qVSALuBruTswk12ZY1rK/JlpP2LWe4ycde09HJ62gyKaXtcsdilbWGkIrb5w5fB1POjJSzHJXwWaT6101+D5drbcrnQf6iSF6/wiAzUV9vUH4d5K/25OdR4a00eH7aa6pLOg9yNq58ru0We9jtys811P4DEiW2v5YAAKCRfcsW7X8AAACN63pkt9tFh+WFCxdq5vPPQ4YMoYbGTVu4cYoez3v00Ucb/HgAANJBoq9FyQwBRACAtGcKfKsazZQ2l0kAAEiF69HAgQOpT58+NGvWrBr3UFpaSqtXrxYT27Jli7i/ffv2YA3CV155RQTp1q9fT7fddpt4bPz48dTQXnzxRerVq1e1+X379hXdmQEAIB7w2cgIhjADAKQ51PkAAIBUvx5FOoR5xYoVNHLkyGpNS8aOHUtvvPEGXXzxxXTgwAGaPn067d69m/r160fz58+njh07RnlkdcdDqdu0aVNtPndj5mOD1CEPWzb75OYq1rD3ibRDmD1Skw+bOTQcVdE0MjEarhsaAlqtlqdmGHH4IajyENJIyx+YlAiahJiMhkb7DfcnLyc/ZjRfFkvpBp+0jlmRnofU5MZr8hqeX/m5e6Vhz0ZDlTXrSvur6TzITXl80u+JPGxeMyy7hqYtdqk8BtfLDceosYx8vCazybDpi3y+5N8zuTmL0boNBZ+NjCGACAAAAAAAKY0zECNpojJixIha64PefPPNYkq09u3b0w8//ECdO3fWzOd5bdu2TdhxAQBAekIAEQAg7eF7NgAASO3rUX00UUk21113HU2aNIk8Hg+deOKJYt5XX31Fd955J91+++2JPjyIgtw0Q84M85rkJhKhpl0+t7YxlEUKesuNMuTMMs3yFNqHlAxIphqC5/IjRtmM8r/PmvqkKHJGoXSM8u61WZKmqLMGNc1WpCw+OftRs1nFeLtG2YwyL3mjyoTUH5cm69DkD5s1aDVbw2YzyhmPYh3pWOQMPfl3SD7vcrMUtz/UsEzRbVdu+pJpDd+yxCgz0W4NZS+6/XLbFeOsR5vFFvY8ZlhDzdwKXYXB+wUV+zXbbZnRnOIDn42MIIAIAJDmYin9mz6lggEAoKHgeqTFgcKDBw+KbEi3O/CB3Ol00l133UVTp07FLyYAAK5FDSrlm6g8//zzIq2fL6bcNe27774zXPabb74RkXz99PvvvzfoMQMAJJNo69UH69aDBq5HAACJux5F2kQllfDnFO62vG/fPlq2bBn98ssvIqB43333JfrQIEqcgRVu0tefUyeb2ayZPH5/cOLMstDkl6bQfJ88+b3BSbu8X2QzqpMiTfJ8r+ILTj7FG5w4802d5OXFJO2TM+/UyegYuT6gOsnHJ6+rn+RjkSfOnlQn+Tjk/enPg2bb5A9O8vHKy8jk81Dpq9RO3orgpDlGabvye5nX7wlOnA2oTsGEuKqJsxbVyWKyBiePzx2cZB6/OzhpzyNpJr/0n8tXGZzKvWXBSd5Wmbc0OBW6DgYn+fjkDEvm9rmCU6mnNDi5vK7g5ObnXzXZxL+HwJRpzdBM8YLPRo00A3Hu3LkirZ8/tB1//PGiU9mYMWNo3bp11KFDB8P1NmzYoBniwIWIAQAAcD0CAEhNjXEIsyo7O1sESAEAABIppQOITz31FI0bN07UB2EzZ86kL774gmbPnk0zZswwXK9ly5aUn5/fgEcKAJDMUOejrnA9AgCoD7gehcPJEdu3bw8OY1adddZZ+LVLQXKdO7kjM2dYqZxSbThW5KsM3vdKNeTMUmdfo4/2JinTUV8zUVvLLwLSEBRNJp6um6/MqMuwXJxRHtjileov6muiyl2n5eclH73faBlNx2rtMZmlupR+Tcac3DFbWkY6j0Z1KCPtJizXxDSq+ejzGXcilp+LfCw+ny9s3UK7xW54TPK585uUsDUNs6zZYefL51o/UqnCWyEdo1Sz0WQPW/Ox1F0SvG+ROpg7LdoYTomnNHg/xxY6rrrDtajRBRD5Arpy5UqaMmWKZv4pp5xCS5YsqXHdo446iiorK8Uwh3vuuYdGjhxpuKzL5RKTqri4uB6OHgAgeaDmVN3gegQAUD9wPdLavHkznXvuufTrr7+KD9dqwEb9oC0HCAAAANeieEvZAOL+/fvFRbNVq1aa+fzznj17wq7Tpk0beumll0StRA4Kvv322zRq1ChRG3HYsGFh1+FMxgcffDAuzwEAIBngO7a6wfUIACDx1yMe4muxWGjChAliagxuvfVWUev9yy+/pC5dutDy5cvpwIEDogPzE088kejDgxhZpEwtOfvMJ3Xm5TqI2nVCmV5eqXOuVerirMidbuWVpUxBfRM8o4w3uWu0waZEjcDQ8satFTSdl6UsM3kdrlgYdgUdOcvNL2WyGXV0lpeRMyb19SflzDsjlVIWn1FXYf12NcciPUdNpp/cpVqzLoXtvC0eMxmd3/Dz5deZ60GGjkkxfN259mG4YyzxFAXvOy2hOoReJXR+yjzazEb5d8UqdYSWMyPlbEarKRSmsppCyxdUarsw12/WYQg+GzXCAGK4NyH1jUE/T9WzZ08xqQYPHkw7duwQF2CjACJ3OJs8ebImA7F9+/b1dvwAANA4pMv1yHb44eT59dfYVvZ4iGzaYVkR27eXqIX2S8NIufcfJHvzpjGtW1zsotxcR0zrlhS7KCfGdUtLXJSdE9u6Yv1iF2XHvO9Kys5xxrTuoXIbNckMfSCIxr5SB7XIDo36iMbO0kxql10e07o7yuzUPks7NDRS+10V1NwRWyH3Eo+bcmzaIEGkuHi9PNwxGqLovjQkLBoFlQXU0tmSklFjrIG4dOlSWrRokajXbjabxXTCCSeIBIeJEyfSqlWrEn2IAACQRlI2gNi8eXPxLaM+27CgoKBaVmJNjjvuOHrnnXcMH3c4HGICAGi0YmmrjDbMaXs9ijl4yGINHrIYg4cs1uAhizV4yLJz7NW6NUYqJze2AF5w33U67tj3HWvwkLXOCWU7RCvW4KFYN5MzJWJrLd8yI/YukJnW2F8jm1RDLVoi6yfG38uWGbH/O4wIrkcaPNqKG6io15pdu3aJL586duwomkJCapIz7+SMNflLR6dF+z5sNZcF77ukoetmOaNPU0svPH0GopZUR9Ago0+zLWk2d2iOiCYbMnzWopytpl9GkfZjdFxGWZXy81N02/UrkawTIpUH1F7nq32Z7K81G1FTA1HalpwdKG9Hfywyo1fXZVB/0a77MkmurxkJOZvQ5XOFzSAUxyWdl0OuUEm4bFtG2N95OTOxpuzQMunfT71mI+JaZMg41zjJ2e12MRR54cKFmvn885AhQyLeDn9zx0ObAQDSveZUtP9BAK5HAAC4HsVDv379aM2aNeL+scceS4899hj98MMPNH36dDGkGQAA6h8+GzXCDETGQ7muvPJKOuaYY8TwL65vyB3Kxo8fHxzu9ddff9Fbb70V7NLcqVMn6tu3ryh6z5keH374oZgAANIVitbXHa5HAACJvR41xhqI3OyxrCyQefaPf/yDzjjjDBo6dCg1a9aM5s6dm+jDgxjJ2VhyR2aPVK/PJnXKFT9LmWIeqQainDkn16mTc9QMaw3qa/ZpsvDCZ97JWXFmqYuyPuvPKENOrrGnSN2W5fW129LV/tPsQ87QC7++tst0ZJnXcianXC/QIr1W8nz59TRJ54R5pNfEKMvRRN6wy8h1D+XXX/9c5IzUbGsoI7DUK2fxhX89XVINTZZhlZ9j7cdyyFUSdn65P9R1Wf+YnH0vZ1+WaToq54btLK1/DfdW7A3eb+poErxvlzIjY4HPRo00gHjxxReLQsL8Ldzu3bvFt3Tz588Xaf2M53FAUcVBwzvuuEMEFTMyMkQg8b///S+ddtppCXwWAACQ6nA9AgBIrMZYA3H06NHB+5xxuG7dOjp48CA1adLEsMYuAABAvKR0AJHdfPPNYgrnjTfe0Px85513igkAAADXIwAASGacKMHZhowbbb388stUWVlJZ555pshEhNRnlTKwLFKmoE1XQ85pCWVtlUuZZV4pS8wjdXG2yYXKpFizPgtOX1svGuGr6gW3HHauUT6hXEPRoqkVaEx+ih7pechdro2OQ+5kLY5EOkcmMsjwlGv8mUP78EoZgPq4vjaj0CgD0WSQ6RfaR4VPe7ZNBs9Fzjq0SufBKz0n+TgsugOu9PrC7tMuP19pfau0vpwJabdoK+XJtTo9UvZmsTtU+zhbqpNdLHV61taFND6/B12HgvdbZyRns6/GIGVrIAIAQP3gLIZYJgAAgPqE61HAr7/+KsoutWzZknr16kWrV68WQ7SffvppevHFF2nkyJH08ccf19t5//bbb0VQsm3btuI1qM9tAwCkGlyLjCGACACQ9kwxTpF74IEHql2MW7durfl2kZfhDy9cYmLEiBG0du1azTZcLhf97W9/E50os7Ky6KyzzqKdO3dqljl06JCojZuXlycmvl9YWKhZhktb8Acl3gZva+LEiaLEBQAANP7rUSrgEVOHH344LV68WFwPufYhl1wqKioS17kbb7yR/vnPf9bb/rjOYv/+/em5556rt21CZLgGXHAyhyaTyayZuEOtOnFmmTpxTcLgpIQmrpOoTj6/LzhxxqFmiuA/7oKrTl5pkrfjqzYpwUlex+33BSfOOlQnzbEr/uCk3y5n26kTZ8ipEyeiqVOF1xt2cvt8wUk+Pzy5faGp0ucNTprlpOMq83qCk3yu3LwtaeJsveAkHTvnzamTfH7k8yZvR/9c5OU4u0+djLYrn1/596f68YYmDhSpE3drVid5WzKn1RKc9MfLWbPqxFmP6iS/tkVuV3AqqCwPTsUed3By+byaST6WrSV/Bacid3Fwig2uRUYQQAQASHMNdYnkurNcm1adOMNCxZ0ln3rqKfHhhetYcXDx5JNPppKSUHHmSZMm0bx582jOnDn0/fffU2lpqfhQ5ZOGTFx22WUiU+Pzzz8XE9/nIKKKlz399NPFhyXeBm+LG2ndfvvtdTiDAACQ6OsRZ+j16dOHZs2alfIvBl8HH374YTrhhBPoiSeeoF27domSTWazWUz8Zdrvv/9eb/sbM2aMaNJy3nnn1ds2AQBSFcKHjbgGIgAApAar1arJOpSzD2fOnEl333138MPLm2++Sa1ataL33ntPZFpw1sWrr75Kb7/9Np100klimXfeeYfat29PX375pSg0v379ehE0XLZsGR177LFiGa4XNXjwYNqwYQP17NmTFixYIIrQcy0pznZkTz75JF199dXiw1pjK8APAJAuGlMTFW6Uol4vs7OzRcZ806ZNg49zExX5C7aGxiMCeFIVF8ea5QNySRi5I62+VIzD4gzbKdfrCY2g4Kw+FWeKBZeJMJtIziiTdy8nmsnzNT2fdeX9jLYl1+uTaxVqOyqH319gfan+njl87UDNcUjb1dQj1NVAlGv0yU9FrvGnGKwfqjoYpsakdF+uaSh30ta+VuGfR6b0muu3q+lAbXDy5H3I59qqyyeTz6kirWOR5jso/Lbk1zbXpu0iXuYN/RYWukPvHfLLWy4t47SE9uGSfq/1VSTlGo5yzccyb6B7PcuzN47rQrJABiIAQJozxfif+qFBnuQPFHobN24UQbvOnTvTJZdcQps3bxbzt2zZQnv27KFTTjkluKzD4aDhw4fTkiVLxM8rV64kj8ejWYa31a9fv+AyS5cuFcOW1eAhO+6448Q8eRleRw0eMg4+8nHzPgAAIHHqcj1qbPQBpGSqPTxjxoxgqRCe+Ms8AIDGAtciY8hABABId/yhJNoPJlXL6z803H///aKWoR4H9d566y3q0aMH7d27VwyVGjJkiKhzyMFDxhmHMv5527Zt4j4vY7fbRdaFfhl1fb7lgvN6PE9eRr8f3iZvW10GAABS73rU2HBmPH+Zxrjz8vjx40UmIqvpy7qGMHXqVJo8eXLwZ/4CEUFEAGg0cC0yhAAiAADEnL/BQ4HlIWPqh51w9ZVUXBiehxV37dpVDFXmLMFw2RU8DKO2jAv9MuGWj2UZAABIDLwTE40dO1ZzTq644opq5+mqq66iROFrvdH1HmJnNYc+mlv9oSGczC895rCEzj03qFBxQ42wQ4Kl7egzduUht/IwXnlIsLyOvLx+2LLMaEiyVRrGyw1LQvuWj8l4uKR2OXl4MkVFPo6ayEOg5b8TbdIQ25rev5wGQ4dJ2r/8nOQhxfJrIA/PZdzkROWwhA/pyOvbpeP1SEOCHbrnIe9H3kepNFTeKe1PPieVUk3yHFumZrtbS0NlDjrn5AfvF7krww7Nl4dsy78n3LRG1tyZEfb8FlTsD943S0OuW2dWTzQwgmtReAggAgBAzDh4GEvNKc6i4EAiD2s+55xzxDzOAGzTpk1wmYKCgmC2INeC4k7J3H1SzkLkZTiTUV2Gsxv19u3bp9nOjz/+qHmct8nDo/WZiY0Z/6Et/8EaDdvhh5NHaoATFY+HyGaLbd19e4laxPYaufcfJHvzUP2waBQXuyg3N7YPyqUlbsrO0dYBilRJcSXl5IZqXkW972IXZcd83JWUnRPbvg+V26hJpvYP/EjtKXFS65zQh4lo7CzNpHbZ5bGtW26ldpk1VQkzVlBRQS0zQh9golHudVGmNbbXyOP3kk0KKETDT9xdM7YqRgUVe6llRvq8VybK66+/nuhDAAAAqAYBRACANBdLDam61pzi4Vfc9GTo0KGiJiIH9hYuXEhHHXWUeJyDhYsXL6ZHH31U/DxgwACy2WximYsuukjM407Ov/32m+jgzDirkZutLF++nAYNGiTmcbCQ56lBRl6Gm6XwumqwkhurcCYF7yOdRPttvcr3W4zBQxZr8JDFGDwUu23WRFtYPAp5ebEH8WINHgbWdcR8zCynDsedlR37vptlxxY8ZG1zYwsesnZZ5bHvN1NuBRCd1hmBIaWxcFpi//dgMVlrzP6pidlkrlaIPlKt4hw8TMT1CIhKS0vpzz//DJ4Krk28evVq0bilQ4cOOEUNxCIF9q1SQxXmNYXep5yW0JcWdkvofdPlC/9FSE1NSTTLRfDOIP97k5P49M1D5OXkh+Tl5AYYcvajRW7UYtAcJfBY+CxLs7RvuQmK/HeP/rkavY/Ic+XjNToOu0X75YzcLEVeX878c0mZe3KzE7uUDSifH+aUsuqMmE1SFp+UdVhT9qW8nHyNyrVpryHhmwCF5lf4tNfzbrmhL3Hd/vC/p/IzlDNr5d8ZubkK21VeGryfbQ0dpFda58hmkWcdho4F1yIjCCACAKQ9vmRH+wEsuuXvuOMOOvPMM8UHEc4a5BqIXDOJh2nxHx+TJk2iRx55hLp37y4mvp+ZmUmXXXaZWJ+LtI8bN45uv/12atasmfhQw9vkLEa1K3Pv3r3p1FNPpeuvv55efPFFMe+GG26gM844Q3RgZtyEpU+fPnTllVfS448/Ljpd8nZ4ncbSvRMAIHXF/3oE1a1YsYJGjhwZ/Fmtb8jX6DfeeAOnDADSDK5FRhBABABIcw1RJ3jnzp106aWX0v79+6lFixai7uGyZcuoY8eO4vE777yTKioq6OabbxZDirnpCmcG5uTkBLfx9NNPk9VqFRmIvOyoUaPEBxuL9G3ku+++SxMnTgx2az7rrLPoueeeCz7Oy/73v/8V+zn++OMpIyNDBCmfeOKJ6J4QAAAk1fVo4MCB4j1+woQJYoLIjRgxok4Zz1A/NNlcuhIFFilryy7VQHRa7GGz9eSsrVhKPMsZb5ptGWQW6jPkNI9JCW+KItVZJLkGokEGoK72n7x/i7QTOatOzi7UZ0YG19VtVz53RhmbJoPMRl8NmZvaTHMlbKafnDknP19NTUpp+Zp+b8yazFUlbJ1E+d+6/sizrKHRCz5FzlqkWs+vfE4rfdrRCHazEvZ3Vt6WXH9RPsYKKbP2kK6BVJvM0CiALSWhOouVvtB5WF+4Pni/d35vigR6qBhDABEAAOJuzpw5NT7Of/xw9+ZwHZxVTqeT/vWvf4nJCGcmvvPOOzXui7MgP/vsswiOGgAAUsVPP/2ETHIAAIA4QgARACDtIU0fAACSAa5HAOEy5OQOzTYpc0+uh8jNlUL3fRFlIGpqGkrz5aw6uS6f3Jm3pvqj8j7l7frljsNStpxc6VCfc6jdrvxz+P0r8jFKy+s7Gcts0nOMZLty5p5cq1Bepnq9wNB9m9kWNtPPZg5l53n9oSw+p5QZqH+tM6TfAZdUe1A+Eoe0XbmztFwvsuogQ8tpujWH9u+V9m2VMhs9/lCnZn2TL6PMSE0XcCmLtMwb2la2zbimc7HbHTYrNNMSOva9FWXB+/n2QLPFEql2Yni4FhlBABEAIM2hUDAAACQDXI8AACDRcC0yhgAiAECaw0USAACSAa5HANUz1/TZej7pvtMayj6rlLLP5LwybZ07fdW78Nl2cladX8qQs0uZZZrssWppjnKtxFAunE06dqOuz6YaMvoUgyxNoyqE2nxFORtQu5xRnUej7E2L1OFYzsiTs+gCy8nZm1Lmnry+ItcLVMLWutQUZuQMO2uo9p9P2q5FyqS0Sc9XrvHokLZb4S3XbFfOjJSzDuX58u+m2+cOe0705PNQ7g1lBGZI9RDlLMVcu/T7Lv3+yR2vWZZUP1K+v0fKOtxaElqnQ1ZgfqV0DOHgWmQMAUQAgHSHLH0AAEgGuB4BAECi4VpkCAFEAAAAAAAAgCShry9oljLLrIolbG27TGtm2CwvOYNLX2FQroEnZwRqaiNK2WeaLsgm426+2iy+2kMO2m7HUmahtI9q25Wfh1xPUXq+mvly12fdeZA3JtdN9BvUfJS3Jden1JOz9WwmuSNziJVstXZU1mdiartTS/Ux5VqH0nlwaDIew9c21GdDWknOApT3HzrGLFtW2GxEPU23Zel82c2OsPUb5d9Z+Rw2sYd+x/XL7a8MZVPm2kLnocQTek7byg6I2/LymjMQwZhxJVEAAEgLgS/Zov0PAAAA16NwnnjiCerbty/169eP3nnnHfyaAACkEHw2MoYMRACANIc6HwAAkAwaw/Xo119/pffee49Wrlwpfh41ahSdccYZlJ+fn+hDgxRmkfJ+/FIGl0VT2y58p1xtjT0tuaScnCUm1zSUs/XkfMBI/+XJ2XKmCDIeI98Whc0UlLPw5NRGc00dpE0GNRul7Ev5uduk9eWMPn33bE3Woi6LMFzdRPmcaM+1rhu1fCyaDEg5Q1Sqgeg3OEbd8doodO4UOctSyp6Us/7kbtByncMKn7a2okPqFC3fl7MLLVJmrUkJzbdLr6e+NmiJpyR4/7CspsH7Re5Ql+VmjtDxrjkYeB6VpeGzQRvTtShekIEIAJDuTDFOAAAAuB5prF+/noYMGUJOp1NMRx55JH3++ef4PQEASBX4bGQIGYgAAAAAAJAWvv32W3r88cdFhuDu3btp3rx5dM4552iWef7558Uy/DgPRZ45cyYNHTo0ou3zsOUHH3yQCgsLxc+LFi2iLl26xOW5QPqQa+PJ2YhyPbkMcobNOHP5jbPg5O1GdhyR5R9pux/Xvg/5OBRdp12j5bT1GOWwhkF3Z+lcyXUWA2tI50XOipO2q6mHKB+HYvz85P1YNB2sQ6+P/HTlLD5NvUezdh/yOZIzTOW6iXLWoNUiZdxJm5IzVfX79/jdYWs+yl2fnVLWq3xMcjdoVuGtCLsPl7QP7fFaw3YXt+rCV3KmrHy88vxDbulc624heshABABIc9HXP0QVxHRm6Xd47CtLhayjtm9v7Ls9cCjmdYuKQn+4Rqu0xF2HdV1UFyV1OO6y0tj3faCWYUE12VWsLeYejZ1lmbHvt1z7QScaeypiL8Re6Yv934P8AS5aRsPoIrG3IvZ/h8lyPSorK6P+/fvTc889F/bxuXPn0qRJk+juu++mVatWicDhmDFjaPv27cFlBgwYIAKF+mnXrl3Up08fmjhxIp144ol07rnn0sCBA8lqRc4GAECqwGcjY7iaAQCkOdT5gGj4fvs19hNmiz24RC1axb7bZk1iXjcvL/agVnaOvQ7rhjoTxrR+rlOT1dBQ+26RHXtQ7LC8itjXzYx93baZ/pjrMrTNDHWgjJbNYq/T+7ZcKysaXEMq1nVbZrTUZKJEq7Z163I9Ki4u1sx3OBxi0uNgIE9GnnrqKRo3bhxdd9114mfOPvziiy9o9uzZNGPGDDFPrW9o5MYbbxQT4+1069YtqucEUBO5JqFcz06Rsr4c0vuL/O9d/wWC/GWEtnOyXKsw/L7lrD19Rp/hsUvHa5TRJy+jz5A0rCMonweDi19N73ty5l4kdRrl8yDXMJQzP/XryPetUm1Fmd8f/vnJWXtiP+SrtYuzUVan1x8+YzHwWOj3IdeWG7xfKnX1zpC6fcvLyxmAWVbttdFnDt8ZO8OcGXZ9ebvWGrp4Z1gya319e+flBO/vqwzsw2+O37WosUMGIgBAmkOZDwAASPXrUfv27SkvLy84qcG+aLjdbhEcPOWUUzTz+eclS5ZEvJ2CggJxu2HDBlq+fDmNHj066mMBAIDEwGcjY8hABAAAAACAlLZjxw7KzQ1lzITLPqzN/v37yefzUatW2oxn/nnPnj0Rb4drKnINxKysLHr99dcxhBniWA8xlM0l5185LOF//z268gdmf/h8IjmbS84AkzvwmqR913SMmsww6a5cv9Ewe0vfLFnOAoygHqPR8vpsNTmzUV5Ofr5ypqFRMqM+U1A+fk0GorSc12Afcgdoj5Q1qN+PnI0oPw/5/MrP1yKFgPTHa7eGMlcrfaFyJg6pE7Jf2pZX+n2SsyrLvdouzHLWoZyJrnkeBq+nnPGof92ypMfkjsxyJ+1ybyiz8ehmgdegzJ4e2YLxgAAiAEC64z/yoiyiHfXyAAAAcbwejRo1iiwWC02YMEFMdaEfNsnD/6JpNhFNtiIAACQZfDYyhAAiAECaQ50PAABI9evRTz/9pMlAjEXz5s1FEFKfbchDkvVZiQDJ3J2Z5IwvKTPMpGizvDzkqbXenzzfJnXKNaphWPMBU9jtamsrhj8O/X7MBu8VRk2R5eOVa0cGtivXQAwxy+dOesRL3rDHru+WLNdElDsDy1mHRlmSch1AfV1HOVNR3qNP+knOWpSzSKtlSRqdI6mmpkvuhCydE7uUmShnvVbPQAwdr9PkCJsRK3dhznSEaii6pEzIPFuoniEr9pSGtmvJCH/fmlHtnJR6a85Qx2cjY6iBCA3GqDBvtlRkVS7465DawstvSHaz9h+8U2pLnyl1ucuQ7julVvBZ1tAbY5Y19OadadWm9MuPZdlDj2VL9+X5WXZpWxmh55eRoS2Sm5EpPccM6RidoeUypPl2h1QQ2RGab7Np3/xtdulnu3SO5M5/cgMDeb50gSDdhU/zWARDBTRq6vQoFxn2y0MblPDL+OTl/eHnV1tHWs7rDbuMzxtaxusL7dsnr1ttOem+J3TfJ63v8YT24ZXWdbu1x+uVl5O25XJJRYnd3rDry/crPdrfB5c38tcKdT4AACAZJPp6ZLfbRYflhQsXaubzz0OGDKnHPQEAQLJK9LUomSEDERqM/G2S/C1KqSfU1anSH/qGwS192yB/8+CWlmEV3tC3KxW+UKClQgoYyfPLpcBKmTcUdCnzav85lHlCP5dK94srQ/dLXKGAXGllaLvlZaFaC6Ul2uOVHysvk469PHS/vDy0jKsidJ8qpC6TlaFvggS3K/x9TeCshsBbJCxyMNEUPshoMWuDlGoQUV5Gvy0pwKuZL9ca0cw32J84Lnkdc9h1zFKQ1GKR70td7XTbtVhDy9msoW3Z7OawQV35vl0K7moCvfrH5ACxVToW6b6+o5oaaPR4/BT6Do7IVRn6ffJWxN4VFQAAIBUMHDgwoiHMpaWl9OeffwZ/3rJlC61evZqaNm1KHTp0oMmTJ9OVV15JxxxzDA0ePJheeukl2r59O40fP76BngkAAEByQgARACDdoc4HAACk+PUo0iHMK1asoJEjRwZ/5oAhGzt2LL3xxht08cUX04EDB2j69Om0e/du6tevH82fP586duwY7bMBaFCaYcDS9+A2ufGEfnCQ3BekppFDtQxx1Q811je7MFqu1uHTuqG7cmMQvzw8WDoW/Tqh7UZPPhZNgxJpSHCN+5ASGyzSsZulbclHq2n0Ij0PuzRsWL+OSVrHJD3iNDvDvrbyunKTmJoat8hDguXGKfLrVqkZ5myNqEmN3WQPmyQhb0secl0uzQ8cYyjRxisdr9y0pcJbUe351VoqA5+NDCGACACQ5lDnAwAAUv16FGkG4ogRIwwDDKqbb75ZTAAAkH7w2cgYAogAAGkulrod6VLnAwAAUuN6VB9NVABSjSZbzxQKjFvkFEQpG0vXQ0WTkeiXMsD8BkF2uRFIpMdlRG6C4jNoyKLfn2a70vOVvxTQrCGtb9I0mTHerpwtJ5Mbr2iyEeWsSN26cnagURMXv1zmi8JnHcpNV6pnKkrZfQbNbzTnQTpX+kY08nEp0vOSG/SYDBrWyPsrcRdrtpthzQzed/lCWYPZtlAvhGJPcdjX02EL1fYvchVqtitnRsrnJMsW2l+bzFADrM0lW6plUYaDz0bGEEAEAEhz+JYNAACSAa5HAACQaLgWGUMAEQAAAAAAUlqkQ5gB0i0bUa6NqP/wr5jD10c0SetHUquwpuX8Rhlv0l1thpuUDairpSjvUc44M6qxp8nUk5+T7unJ+5EzIEnOxDTIZpSPV844DDwv4+cSXEbzPMJnI+prSmqyN6X5cjakYrS8yR+25qE+O1A+dzap4aXL6w57XHJdyBy7LhtcPo9SM8sKqaZhhpRNKB/XIXdh2ExGZreEaigWu4uC972K1JxUqoFoNweWt1XdQvT0ScwAAJBuTDFOkLIUf831v2pi6Xd47Dv21KEj+L69se/2wKGY1y0q0nW8j0JpibsO67piXlesX1yZkH3vK9V+GInGX0UZsa9bHvu6u8pj/3N4V3lZzOt6pA9q0TJqUBAJo+F5kSioKKBkvR7xEOZ169YheAgAAAm7FjV2yEAEAEhzSNNPT7EGEf3rfot9p7bYg0vUolXsu23WJOZ18/JCXQyjlZVt13zpHo2c3FDNn1hk58Z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",
      "text/plain": [
       "<Figure size 1500x1000 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "obs.peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0d5c97d-b1d6-48e2-821b-797b2d9e2e1f",
   "metadata": {},
   "source": [
    "### Events\n",
    "Let's look into the `events` HDU:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "fc2d5de9-3742-44a1-973b-468307374ee5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EventList\n",
      "---------\n",
      "\n",
      "  Instrument       : H.E.S.S. Phase I\n",
      "  Telescope        : HESS\n",
      "  Obs. ID          : 20326\n",
      "\n",
      "  Number of events : 16880\n",
      "  Event rate       : 10.030 1 / s\n",
      "\n",
      "  Time start       : 53112.06413407408\n",
      "  Time stop        : 53112.08361324074\n",
      "\n",
      "  Min. energy      : 1.65e-01 TeV\n",
      "  Max. energy      : 8.84e+01 TeV\n",
      "  Median energy    : 2.78e-01 TeV\n",
      "\n",
      "  Max. offset      : 58.5 deg\n",
      "\n"
     ]
    }
   ],
   "source": [
    "events = obs.events\n",
    "print(events)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "51ecfe51-2bb9-44ca-8e74-90dc99956fe0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "events.peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce3db073-67f1-4a0d-ae80-77cad806c1a5",
   "metadata": {},
   "source": [
    "You can also apply cuts to an `EventList`, e.g., by offset or energy, or by applying a mask. The result will be a copy of the `EventList` with the selection applied."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "91b4dcfe-8b92-4df9-b097-2902f85dd9aa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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MEM+6qajBr6Mu//bzDHF+G0ojOGvbXUUJwSfqiew85895O7Uio7m4DzIviRJ01uFeMqrj0ap3DhUJ3Y/h/eR+kxhVjiyXPorFifvc2+NFG6qrILLtUpBB8xFdZNads1feJq1JLF7G+MeaP883n+kDAAAAAACQBzvw3Pk9LY3U05akp6ez06dP36n9AgAAAAAAwIlldDxXDmnXrh3z8YGqBQBQQDvwbdq0seTyXEJfv3595uLiwrZu3WrJ5+9VKTkAAAAAAFDw6EqNgHIA/526f/9+VlGp6AAAoKB14GfOnMmeeeYZ1rBhQ+bhIaTY165dYx06dGAzZsxg+Qm7OvAtpew2luhzO5H67gkyfoYsM0PK6euS2MQJQnb85nAtOyal2NmIEaJdSYztppNpxRFSM7uW3FFqANdiqNjqqRXa7a50VW0ickbO+3/T9TLPzxby9O9H/uaIBZJ9q1M7i6sYp/4/5ASRpMuzEN58ow5VJ+YV0pDNvzA9IqmZ3rrFETm+Usu1Q4Y/6eyCRmvDU+k7qd/ucPLr3VvHgsuY9dulvJwFlzZM3QzjN8XaKaJt2lTHHn/NMZn+ptimW/MH9fvqolJJf79+endHyGEoZ8ldVKyRnCAS+mpknV9OlPtYzhHylzXjv+//rSP2SH9xXvx6tTPPH39AN6KeeV6kDn7VMKlhz4o8by6dhNSe89hbct8WCBl/1mEYyhQxoLo+15f3nbLaJaR+ez25O5zuVc0hJMHS2XENuefryc/oDjKiIoZMtw4W7bdqvAsxqrQz0wEgN8LN7LIDZeZAficuLs4yTs4J/v5kuB8AABTEDnyJEiXYihUr2L59+9iePXtYZmYmq1GjBqtaVf66BgAAAMBdAWXmQEGHJ5FuRg7fp08fVriwU6YAAAAKVgdewTvs6LQDAMD958SJE+zVV19lP/74I0tKSrK+m9UwJw5/0PrWW2+x6dOnswsXLrBGjRqx//3vf6xmTW0GmZKSwoYPH86+/vprax18uBSvOBKiFCwgV4Ayc6CgM2vWrJua/9NPP71r+wIAAHmiA9+/f/8bSuzzcx34NVKK203KcLNSNouMlzNfLrOezPeylM4TEbWTXF4awbMuXXQsTKrG/z2arPya9sBfvlRMnyTSYOYnpGOlVeF5TryWZr88Q/yA/2milqnPHSSk842IE3mVxlpDf/mwGCeQuUzXLndUw1yv3dYvHBRW/YGV9bIXlhNZvpoYMEBv6EvpwJ6qjRKp43/I9m1i4rh2s3dYndOYqhdPVzCfuMer4uUdyXwK/9Z6+nXylF/d29RaPU7Ivi+OeNcRChj8tGNaDWcoffKE6Zo/dKiOuZCPYqDcJ3eyv/8dLNou2rmeMWn1znla1rt8t5FxjI0b69CRreLGKue7wfYeSjss9tOjiK5acO6dacZhO40maN/eajKXaKl+3Ewhty8dXtRuMw6X+gAyJtHf28tqBw7U8n2fCN3B/GWKuEdrk23/JT+cREHPFptlcx2yeU5kpFzfQpYv4B3yBx98kLVq1crqwHNZ6d9//82KqHucMTZ+/Hg2ceJENnv2bKtz/84771imTrwEqJKXDh06lH3//fds/vz5rFixYuyVV15hnTt3Ztu2bWNubmK4C8gdoMwcAAAAUHBxv5UfixTuSL9jxw6WkJDAWrcmHR8AAAB3nQ8++ICFhoY6ZaXKk6ctPPs+adIk9sYbb7BusmbjF198wUqVKsXmzZtnGZBevHjRyth/+eWXDjPSuXPnWuuNjo62PE6ywjP2/KW4pJ7KAADAXYT7Ls2ZM8f6buvbt6/DjwkAAAoKN92B//ZbnWVTZGRksEGDBuU7h0+VO6TJxktZ/M44a0jN9whpqrX5qo6pBDJ1CagoV16XDMuKOmxmDD09daynqu/uKzfCGPsjWrvplZC+bZ1fF+ZlFqkp5orKhuppWYibGuh16Coy/D8t1anMKmH6x/ku6TMXG6uX6ZX4veEtp2wRMs/qfQzs96iZxi0mDeU4YbIU4fbtjhApLc9YUGkzBdxUGqZF/ahjO2Sdd07hAKs5sksb7JWrLW/9hTJzzalezag7fznmoGPav3Z5c9syy3lyiTZoix/9pWO6Skt5bJVlLXrOgw+LNoXkjbdqZQIrL+u/V5D7w4mIEG10tI65ribLiGO/EK/T3EumnTW8+0q0FBntv5dpxQWtxb5UGsSFhOhz9dz7Yt9Xjj1g6xHI5ovvhCnSz4++X2z7eVslRZ93qouJDb8ZC9FM/cUNej/XSwlLWJh+/6PRol1IsukT5KXQV46xX4gqRSbgWRuiDD93XFsE8hrwzo8pc39JJd7B7tGjB1u7di0rU6aM9X3Mq4VwDh06ZBk+tZdKCY6Xlxdr0aIF27Bhg9WB51l2/jCWzhMcHMzCw8Oteew68O+9954lywcAgHvJ66+/bqmOeEd+5MiR7KOPPso3FyAlwIW5eTk0jbakZ/L/Us4cvqYVV4qrGULVlhMupeZsXo9A/dBWkXaWqEIlLm7mPnJcU7WJsiLD07SPTaa/MSTp5ZLM4H5z297E3JmSWMZ80JNSxDzXhfeayyYHaVWiotxoomSUXHi2SY67W2uixrKc0LHuaHN/2svfhJSVxOSYsCpj0S1vJyrG3Md2rj1yvI3bWacdOZ2vIOB6R1bi6spefvll9vHHH9+J1QEAAMghBw8etMZ4VqlShf30009s4MCBbMiQIVaGisM77xyecafwv9V7vPX09GSBgYHZzpOV1157zcrcq9exY6RiAwAA3CV40ujq1atWB55PAwBAQeOWTeyywsdc8i9TAAAA9w7+AzYiIoKNGzfO+vuBBx5gO3futDr1XF5KayFTuPw0aywr15uHZ/H5CwAA7iVc/bNgwQLrNycfQgQAAAWNm+7ADxs2zPiBd+rUKfbDDz9YpT3yAzwHxX+yKoFKa6LQWWtjkEVN7s5L6XxbrXJnwTJW1k/HDkplcU+igok+bEp+V87VsdpSLzHQV8uSg4k5l6NKyp7dOtjtcdEuX65jDRvo6T17DQk9a97cajqIxuLHodph76HuQkrUqDMxeHMX0qTg88LUjVOsvL+zaRvnASVgZox9Plm01OVa1j7ftkybvtXvpmubswNSxv38SB07LWXW9CCII2B6qnhCX66efv9YjDiHoWH+pvEd0ZT7h8QYhnV/T9My9lJBoq3RlQyQ2LdPT4dICf2D2tiOMTnUJEYb3zHfQsY1YefPm8fd5REd8ySdJyn7DySnQA53Zj7lda3cxM3iXFWKJLXum2rJV1iYKMKeksoMHiGGin6V9fJpR8V56dpVvz9d3rcdyWiDzl30fXBxk9C5f0nu7zLBZ51qxGcdPtGrl2jnzTPrxKfd4NmhsIwUbJUqs63EQVJ9xuOTGUvPYxL60qVLszA6roDfjzVqsG+++caaDgoSNynPpPN5FfHx8Y6sPJ8nNTXV8jihWXg+T9OmTe/RkQAAwI3hY955aTgAACio3LSE/o8//nB6xcqB0HwMEjdKAgAAcO/gY0G5mzxl3759rFw58eCrQoUKVgd91apVjvd5Z52Pl1edc15ujv8opvPwB7PcoBQdeAAAAACAPJyB/+WXX1h+h+eD3UhWbjXJuisfrqvEpM7uicgB8v47g0Q7caqOBcsM/UxSOq498QBUnmfzyfudO4uWDvk6TLL2jfoLg7JjUdr4K3SDMNnYv13nIKu0Jlnn5z+0mkrBE3VMlnA7t1hf64akpFz6JWFw5qYM8jh161pNueHSUI4T9ZNoXyalBb/V5hXnYsSY2WK0eoG3OOn1FxOjCloXb44sM/fLYh1T5omJ2niNohLZJRpqZ+7Q5i1MZ7XFi8zafa2IAccRkS6uRJf5xz/lRBUd+22Gnlbp5O+IP8SjjznXCiTnz0KV/6IXWqWaS5JxzC5EAeEn5R3SQZwTqFzfipfQs/V60movjPmvns9Xqww8qopz5CGvg4V0NPc7SrQmGel6mcqioxh87Yi+l6XQolV7/RWzNlqnydWhPUeqUo4eb5aE26C9DNkLfZ3NETmbN4t2lfbXY1IUwfRRM9a+qHlJahKTnF/lpeCjvfPaiEruP8I72VxC37NnT7Z582ar3jt/cbgEnpeI4+/zcfL8xad9fX1Zb+lwGBAQwJ577jmrdBwvIVe0aFGrJnytWrUcrvQAAJAb4IkjbrDJ/ZdyAh9SVK1aNeZO5V3ZsG7dOvbhhx9axp78ISY3bu5K5WVZWLNmjVXCMyu7d+9m1atLs1YAALjfGXheKo6XjMsKLyGEMnIAAHBvadCggfUj8+uvv7Z+1L799tuWGuqpp55yzDNixAirE8/d6fl4+RMnTrCVK1c6asBzuAkp/6HKHwLwrD7v4PO68KgBDwDITXCfj3PnzuV4/iZNmrCj9AH0dbhy5QqrU6cOm0LLquQAroLiHX714g9KAQAg12Tg+dNGLr/MSnJyMvv111/v1H4BAADIIZ07d7Ze2cGz8GPGjLFe2eHt7c0++eQT6wUAALkV7r305ptvWg8Zc4Ldb9bseOihh6zXzVKyZElWRKnnAAAgt3Tg1Vh3zq5du5xKC6Wnp7OoqCir/nB+4Lg0sZsvpfN2z23nXTIsySwGSuO3iet07FUpna9JTOw2S5804qPFahNhw2wpna+r/cfYb7LkZI/uOrZpE1m+tpDOhzYldd5dhYO0k2hi/a+GMRvbRYzvSgrxcbHGlU2JNjV5o/K1yvJp84H9OhZWQ7QL3jDk2Nb6+5c3peLK0I7I5k+9L2XzpAz60+RkpU2fZbUeI4nBYrA26ypRo5acov9cpdD6F/KUPVjev6tJffVHmunpctIorDmxRDshZeNliNHXg1Kez9m22XndnP9KOf2/SEfpT2EeZ1GnpZwoTDSAP4jWhZzzjWQ/lTSQ1qiv+4Bot28zTPXo5UzaoSume3qK1q06ufZKtk8cE3+cqsduPDSwnGGWV3yfEMKfOall89HCZ8+iXm3RxhCPwEg5iqB2bXLYu/S0KnJBPQLV6Im25EOoVIvkK4v9fdw8VX+SEQz15IiBfdLEjsr4AQAA5B6aN29u+H7cKAPv40OGnN0lVQBPZHFD0VGjRtnK6ikpKSnWi6pYAQDgjnfg69ata2Vx+MtOKs+/HJG5AQAAAAAAdwuuBM0t8Moe3G+EG4HyDvmXX37J2rRpY+0jf9BwvVJ4b731lhEvuieVubvrB/UhnuZQAV8X86d7hJf5AOBYWjHbbWdkmqVBC3sSTyPJoQRankiQlmRu2+WauT73OJkNyEJqiTRz+VRzNG/R3aYbzXlm9xAmk+UUvxPmtotvM72TTrTRlVgUxXaaKo4zg8wKLSWmykxbDmi3iHg9Sdxqy8QXITmIVCmSeMeZ+53cnpS1InSsS7ycJOmxJGknWZUhfaAILTuaZRo9criN7LZjh92227ma5+d+0s5mf+z2O9d14A8dOmTJlipWrGiZJJUooS2iPD09LfkQxkoCAAAAAICCADfH4y+a7T927BibMGHCdTvwr732mlNZZp6BDw0l6kkAALgTHXhVkiiDyp3zKaoGtPLhps+0RPVqxoiBNWtG/vh+nXlildArTpcXZw/JB5vRpNT3BjKtFL+tyQPQJwb4GzL0x6/95ZhOlpJ/HyptLylkzUFBxK6+91OmnL64PojdK8S8NYYQ9+kHWxLLbindVi7n/ElvtNA10yFgan9K1CXycW/yBFXJvb1JPXOfMsYzvtLNf3NMPx0i5d77tHzOw08+6Z3xuV4POUcO7fU17ZzOHnhHtK2IhH7LSNMRnml5OfvfB6bGe/MW0dYjT8nr6LHIZ2Z+b7Ul3h9m1Lpn6UQLXud9ss2fZUvGNNeUN89P88wa85yGNZzHGHA6CIfxzA0bHSGXHTuNKgqFC5uO/VdXa1v30PgzxrCEhwaR8xsif3Rs15bxddSN66dN0vr21i716nYLrKrvux1rhKa9ApHDHyDu8sq0n5b/3SUl9kuIW/2P8pIF6BB7f6ieHiOrXdYmn6315/OuCz0AAIDcQ+PGjdncuaJqTXZ4eXlZLwAAuGsd+GXLllmmHrxOMJ++Hl1oCS4AAAAAAAAKCH/88YclrQcAgPvageelhbhpHZfJX68eJh8fzw3t8jp89Asf0SNLWbOh7U1zuYhgI8lt8XAnZ583zp/STGsvySYGyuxfL5K9j1QbZIyNlaXTt6uUP2Os6S5hnrZ4rM66x5NhT3WleVeZXTrT2aTxEacktMWSJWY2WJnQ8fyvTLDXaK3ryTtlpZs9aWRXQzfJLC8xYvFv285q/54kstCcSr5639lxUQeeXU1iWTkVrbdNDdf8R74kJg4TRYEqDD6T1Ju/dFFPH5QpWWoS84CyKSPjc3btNDPbAWSckbr3ZRbbor04RpZKx1ZplUGJ1tJAL+on/XZRefHdSEHz3W/qaeW+1vO0GZNZdYu9ZKzVOin9CK9J9kPkkl36aMVF2uyvrPZXLZ5gnSdppUXSbJHBDx3yGFmNzEknEvO+OLJvG34z7odTO0RKu/QLDzpiVeh3x+zZzi50fNfldhZM1VIUquho0lpoYs4cTTYufadkU/kRTcQT9Lljgs3nVn309p2HiR0AABRUEhMT2QEi/eLDR2NiYljRokVZ2bJlLek7L8M5Z84c631esrN8+fKsZs2alts9z7x/88031gsAAO5rB57K5guChB4AAAAAAORueH13PnacJ5Ao3LOJj0Xnne6bYevWrU4O8mqc+jPPPMNmz55t1XinNeV5p3348OFWp56bOfOO/A8//MA6dZLZHAAAyA114PlTxyeeeMIYu8O/xObPn8/69u17J/cPAAAAAAAAgwoVKlidaq4QpZw/f95672ZVoS1btrQ6/9nBO/GUESNGWC8AAMjVHfhnn32WdezY0fiyvHz5svVefujAc3suN66ODjGV1+3DRZtEJLvUM05J1alKvXFj0fYZrsdE/TjzlFHTOrSXlhv3PvBbtl5sYbIcOacluQzzpEy4jNxvjlsnof+vQMzj5vb8zjHdQpqk7luhZeGObb44UK/oS12L3VEsPFHLyw9tEpL0Cp2kjp9I0pW6m1OpC3nwI/XRp5dvdYQKSbk8NVkrPeBhx/S5sf8z1vlYTylPpyeLPCFnHTuKdr02w2PfSlO5HX+Z0nb6D/q1D/X0Plnj/uDfOlZZ1ks/TgqNVzhhOK8d2nBKv921jpzKsDf3q1dftAm61j07fEhuh1wHqoaR8yZFrXWEfCKEnP4IubYh8t7o3I+M3SDGd6fj5HzL9D3CWgoDw8tLdd15/5b1HNN/7xP7kZqqhy3UaC+N7a6RoQXTP3NMXo4XH6A90ZuNURpPvFNLjyWco6/PqYNimU+m61UqUX97vTushvx8uJDP5XYyfKVNZedLx1kth6r48l1m94bt27dbviK1aonj/e6779isWbOsOsJjxoyxqnsAcKsciCfjuLIQWMiTlSlyd+tiA3Av4J3trNl3JYX39lZWxAAAUMA78Nl9WR4/fpwFBFDfZwAAANnx4osvspEjR1od+IMHD7JevXqxxx57jC1atIhdvXrVGlsJwM3CO+c+Hm5s6IKYbOfh70e/0gKdeJBnUdJ2/nv0zTffZL6+/PGrgGfdf//9d1bXqaIMAAAUwA78Aw88YH1R8lebNm2Yu7u705clN/rgmfn8AM++uxPzNGWUxUlNFe2k+ToWQTLe6rTQYVdnZPmrD4bqLKx6PyhIz/dJL50hPit9vPqQdS9dKtrOpLpYnMyYcprK6mb1STbSUSOMuHglXTWTuKQCGPv3DHnAP0eb9cUYYx+NEtle+r+xjfJB6/iQDi4X5nVO/0NlNpdmjUv1IeXqpEGcX0Uie4vXhmnFaguDucfKXzIlEPX0gZ9er1OupUpVEhOHhYEb55g0BAyd8C+9njVrRBtGjOD+b7yeVuZ2rdvoWKWeoo0dpWNniMFeJ3E+Knj+bJ7LLQt1zJdkw2rKDP0pafJHFQW0FF7jRno6OcVqfNo+aNyMNAnh1vxBZ/NCnsU+KG9Qfu80L2S1OzZrdUV4Q2Ey6F+7vFm/zToF9UznRk8vQ6Xx3XwtW3m0l9ip49E65rhPiPJAKQbordyU1HVUs1LxxaLFcr+JUuVpUhxDqV5mLNexSOmlF5HMWFIGY5vJ5+pusW/fPscPTN5p5zWD582bx3777TerM48OPLgVeGadd84vXJH/rGwy87xzz99HFh7kZad3lVT666+/nBRLfLpOnTrW2PS8xqlIT+bqrY/lzDVS51Xi5aKKHWt22HzcPVzshw8U9zDVORuuVjBiZfyJGbDkwnnxG4GS6W4OOUgLsv/+cT+nSwQrfE+aScGzWojnwMs8bOaZaG77ailzfdmRHkuMjCX+1aRslpAaYHaXgtbb7FBtWdI3C1ExY41Y0yc+MmKeF00NoHccMVO+zn57SK/jrCS3j8jRvO1ce5jbtjme9BweX3br7Fh3dI6WX5WxiOUmVuWy/clxB165z3M3zg4dOjA/Yg3Ovyy5C+fjjz9+d/YSAADyGfyHpzIFjY6OZp3lkzluyHRWFb0H4BbgHXN0zkF+5pdffrFaPnRz8uTJzN9fV0EBAID8To478P/5z3+slnfUuYkdxhYBAMCtExERwd555x3Wtm1btnbtWvbpp59aca5mKlWqFE4tuC9j5DE+HuQluG/Ir7/+yj777DNrKBJXM5UpU4Z9+eWXloldJK3PCwAABXUMPC+lkd9R8hBlXqdKcHMuy988J8n8W4l/2QApA16mvblYYynvLU58w1R9a1IG2wkle1ayYU7Dhsyo6U6NuJQ0WNXB5sRPWOzkz8Z5fhKRiEtDtpRUvdCOJWJF4f11Ee69m7SseZs8B06jy9SOzJjhCF08LmTqq7X3GbvSW5jQcSLHtneSf1NzP2rUV659B8NI7sxBXZO8RL+HDSO4UhOIdG6LlMan6u04TPJIjD32jmj/JtJ2Ug/WIf+nNwQ7Zmq453+tp0NCjWEA7NWJphDpo9f19OYton12IpHiJ5mOimTf02PF0AOauC3VWlznUn3leabyfXLOqWdf795CqpVG1G/HFm602tDIco7YueP6fsk4KsZflOhK5PvK1I/I4Z1G2MixI48tbKJj8hydW6hvmKgo/fbTM0Vpn0aXROaFM36qaDOJn195OTyFesDNJHXgaweLlnZf1P320XLGiO3eXeXjjz9mffr0YUuXLmVvvPEGqyw/Q4sXL2ZNmza9R3sBCho3GiOP8fEgL8HrrT/99NPsqaeesoxBU1JSHMbK48aNYytWrLjfuwgAAPe/A8/Hu/MfngsXLrRqYfLycVlLdwAAALg+fIwmH7uZlQ8//NDJYwSAezVGHuPjQV6Dq5imTZtmVUDipYwV/CHo2LH243IBACCvc9O/Et966y02Y8YMywGUO3/yzNHhw4etLNLo0aYxAQAAAJOKFSuyLVu2sGLFijnFk5OTWb169Sw5KAD3Y4w8StCBvMLevXstA9CsFC5cmCXQUqwAAFCQO/BfffUV+7//+z/28MMPW535J598klWqVInVrl2bbdq0iQ0ZMoTlFxf6ZVIn35XUk94plcGdpQw3ax14JWOnJtZK0v5nnCmHn0rc7GnF0s6tRdusm9bdt2hc1HBJT5z7rWNaSYYDK2u9fGCqEAT/uV5Lzq/t22nsb79+etsl1CaJg3i1flrqHLZYSKqdVL6dHxHt7FmOUEBRcWJemSTd2znhRL7vys80Y5dXrHSEHhrT0KxxTscRyPFsJVqSW/cBuW87dT15tvx3Pf1EH2cXeX48y4RDPitFJNxMZkOTpVw9q4X+JrlOT+qiKhUncbrCgJNTvJLdP/aEjh0REvnLk/W5WryYLiKuVYW2P+ig2ia92Q5rt3slnS/VjcjYr14xrdzVMAMypiI4+Ihjulg9IZMv1ruauQy5Jpun6WUeGiSGDyRF6yoKKhESHq5X06CtLjN5bqvY92L0XMnzPmWKDpUsqaffa/+LMVqhjhy5sYqMdFBv9+qlYxuIWlh9Tqiv644dOnavJPT8wSdXNGWFS0B5WU4AcmsJumlP12fFCnlmuw4Y6IF7RenSpdmBAwcsfybK+vXrrYekAACQH7npDnxcXJxVt5jDnegvXhRlJriDMs/IAwAAyJ5lpKTjTz/9xAIC9IMN3qH/+eefLfMlAHJbCbpzV1LZwC+3sWdmEpOXLGAMPbiXvPjii+xf//oXmzlzplXm+OTJk2zjxo1WCTmoQgEA+ZWb7sCHhISwU6dOsbJly1qmSytXrrTknlwK6uUlaz/ncZ4qyZiPK2PfyYw5HY76VGfnjB0nmpT9bi8f+Ooie7p2PMVuiOvAvmbSOT1Ou5K5qUzoUp11j7FJlByP1T4EytyrTq/qRuabU19ldKn7mapJTjPfxC2vZthGZyM4/qNts/xBF9nM3CFq4NaIZIj3ilri/g3JvqnMMM0ab5Wmbpyj0jSuOlnmolz/SZIFp/t+Tr5P/RkcBnBkmb1/OZvIcSrLGvKcIOkMXqOBjv36o2EK55QiVlnrFK2AYLIEo397nf1/tiuRsxaWHbrQB3SMyeM5MFOHfH0dk6UGdRMTNKO9WprtnTxpXnsiuXj8dXIDV69hrNuRBg/U2YymTaWCgTH29bjD1JdOHM8goSc5dVCb3aWf1zVli3UV98n/9f3VEVMmj3TTyuyRsypetGekaoTTv7to/ckHrpK8Vdet07FIWaqeEyzVM1GHzc9onzDGrqYz9uNedtdQJTn5j82spqAeHh5WJumjj8z6sADkBnk9asyD3MSIESOsRFKrVq2s4UdcTs9/i/IO/ODBg+/37gEAQO7owD/22GNWhqhRo0bWU08uof/8888tQ7uXX3757uwlAADkE1Ttd55l5w8+i9PyFADkclBjHuQ23n33XcuPadeuXdb3a1hYmKUQBQCA/MpNd+Dff/99x3T37t1ZaGgo++2336xsfJcuXe70/gEAQL6E13sHAABw6yQlJbHMzEzm6+vLIiIi2JEjRyyjZd6Jb9+elFDNI7hfZsyNqDZLuJPSsZJzGaRWsCTYLdOIiaK7JuevFTJiZQqZ2zlxhSgZJV6+pktM8lWzK+ERZ++RUcjG3iXV3AwrfMg8nqulXFhOKPP+Btv4kbFmeVavmmaszM8XjFhykHnO7MjpfJxCizYZMbfaUgV5A1ZlLMrxdtq59rij64x4jpQ4vgWiYm69OoTdsay6iXNxp8nu3N6LfbrtWkU8E89fp0+ftkp25KcxR0rwu4BIbZfKafpsl6h8HeZ0LsRr7FdpsNWM1Gy3M66rUF1/4WUmi2/weCkb5rgnHDPU4TWIkrxYSbHR75dqs7FHJrcVEw8+qmc8Iup2c77tMstQ0D8/Ua40IkIHyQyPTRAy+CPztGlZsbKy+DZFSfH37NaxnX/qaVXTnEjbj0TtsdpyvYi5HJWnd5FmeaXJ9vbL9dNMJtVer/zJdFRT29ytzwU7fkIed30dmrzEMR3SVzoLMuKsdlUa3tHjp0ZzUT8apnGseAnRduikY3/9YY6vuKKN4lj8GdFeu2bK3TlVHhLtfrk9erxNm5hGfOqcUCdDarpHrnfS+/+1Wm9ys9L67E+OFjf2/hUHDKn+vHk6REdFHBwvpPO/kh8qr8nb7rFJLRyx0wvXOqbV9ukIhWNHTc/Dv+Vu/ESGlzxDatDPXS5aOvrET44yGNKYsUT+++QuSugpXM3EX/Hx8Y7MvIKP6QQAAJA9jz76KOvWrRsbOHCg5TrPf4/yoUhnz55lEydOZP/4xz9w+gAA+Q7S07g9uLkdd6W/2zIpXtuTP2ktQjtoWQyiqlatyqpVq8a+/16P0wUAgNwE/77kGSLegec/Ni9cuOD0AgAAcH22b9/OmjUTniqLFy9mpUqVsrLwc+bMYZMnT8bpAwDkS247A38vSU1NZT169GBNmjSxxt3blV966aWX2KxZsyxJVf/+/a0fyDdrrvdVvDgxgfLvh0jy9KBM3PaRZnZZk6senqapVkOZefQiiiJlgifzqhYb1+h0ZJMBotzavAE7jXUPnqpLsR2crd8/fFhk8B4ZQDLE0tTs4sv/NMq70VJwTqZ6KpvsTc4bLWsl407PUJSxnsouU6O4F17UsdhYnT2dIcrH0URj795yooPMtHM+maCnN0sJVbDMltNsOnUWdNdGfay1zJzXIk/ia7V1LgPHkXW3U+bprPsfJEEfMk0a8F0gwRiZOe/1pI6VIwf0wAzR7l1tGgKSrHvmYr1Nl5YyA72HpIGVsxstw6cUDBbnTMM6PynlWvyNeS4Sialep4f1tKo9Tsrv+MiahknL9TFIHzYnxUGV9jo1nrZPSFXCwuzNHJUvXrnjZmz3NJ11V96I9BTM0yburHqIKb5Qu36KpNhnEMVAHTlv3bNmbOoSxuz9t+8806ZNY7Nnz2ZPP/30PdoiAADkL65evcr8/f2taW6qzLPxrq6urHHjxlZHHgAA8iN5qgOvMvz8R292HXz+xV1X1u52c3NjaWlp+cYdHwCQf+DfV1xRBAAA4Nbg/ktLly61DJZ5WU5lpsyHJRWm4w0BACAfccck9LkB/hSWZ91Lly7NgoOD2aBBg+BECgDIlQwYMIDNoyYBAAAAbgruu8RLxvHym3z8O1doqmz8Aw/QUqwAAFAAM/DDhg277vtnzlAx+P3jP//5Dxs6dKiViVeyqutJr84TA7XLl4WsuIg8MUo6r6S9HJUwmy+NsDiNiTeal7cpF/5NyoQfFcIAJy+y1sTYjtZVZ3GiPnnt2jrkmJbvcZKTbUq1u3vo4HFhfHeA+IvVb65r/Hp7XzG3vUHUeWeNm9jUTeczi2UCJv5Hx+Z+aTX7ow4aXm6VuhOZOjFHC+1Uy2rLRsv661SG/eNSR+zMHr18CSXvb0Ak6+lSan5eysjpxjlxsg58+Hodc5EX91viFCmf1lNlekdifuZ4Y/FiHXt1lLme811N5zZlZkchYy9chv5LxwNlTfePyDgNqSpxqlG/j0jsveU1pa6HagiEvAcs1q01h0QkJurp6GjRDh1qHDc9L6W6yeEEnIQE0QaXcYTUHdg4UTtA0s/EBmkS25FI3w/LWTt015/bGkP1PXh5sRhykUI/W/K+bk0SLTFSOk/s/lhDWfudfp67k7r1aggJH+aSxEeixDF24sQJdokcdNGiRS3/jTsFr1k8ffp0Fh0dzWrXrm0ZL1G4ARMAAABnYmNjWXh4uPU7j1dDioyMZKdOnWJ16tRxzNOmTRsrKw8AAAW6A//HH8QlOxuaN29+0zswZsyYG5rf8VrJvDxITgkICMjxQ4nPPvssx+sFABQceBkiCnc5/vTTT+/oj1A13GcH9W/gD3RcclYuBwAACho8s8477CVLlmQVK1a0fiNmzbY3VCWBAACgIHfgf/nll7uyA4MHD2a9evW67jxcGnU3mDBhAhs1apRTBj7rj3YAQMFk165dTiqe7Cpf3Cp36zsVAADyM/y7+NChQ1YH/vDhw0YJTgAAyO/cdxO74sWLW6/7gZ+fn9MYeSWXbRvAmLcLY9FSuV2VKMDTpC6XGFg71aDOzMgiZ+eu2LLMdvv2OrZypelMT9dzZLvYqCd5v0RF0ZnYse687TJHZU3s+Hjt0F6nV3XDZf731UICzwmW0uLQGUQOP2mSaDfoOu+0VvvuZUK3fG6ydmMPlUrxKt21hI2dPGHK75Xcmsi4n+2vQ6xnT3kQekhGicpVHNNps7+y2qixfRwxdY5oKfYag1rpP9Q13rrVlKRXr6ZjR4XUvMQ4YYLjdKE4gXKsxPOldOwvuc62bXRs6VJT5k6PW6lJHibu4xt/0NNhcvnGjcxhDfTGevVDPf2u2OfL57Vw3P+dEWLiwN+OWMouMcRhGXFy7xFBHOnr1bOacyO183+x7uJcluotHezpsAR+TWJEJQQP7936/ZBQQ9FfraFWxhyce9FqX3hBvz91qmjXb9L707alPv/q+lbSBvmOSgj0Gd9UOcKBlJ13qpigntHRuvZqFAGX36tRKWXKlIEJEgAA5DIef/xx1qJFC8vviKuVuEKTmxbbcVBVVskjZHgy5kJ+95V0I/+fJUFupMyRZE+a/l2nSM5wHpal8HAR1Ykohy6SckqS9ExTCZZ8Vg/BdOBpPkBJ98m03XZCbXPbRWLNrkhKEXPbV8vTgXEC39Pmdb86yN4ctvAh+33KSnKQrOBDWBP1qhFr59rDiKVWa2y7zpYdPzDn7WHOW3jvxRztjx12+5MdqzLIsE9Jx7qjjVhUzFgjVnxbwm1tO6fYrdNuv+8n93N/7nsH/mY4evSoNWadt+np6SxGDnblLqS0Iw4AALmdVq1aXVcqv3o1KT0IAADAgnuH8HJxBw4cYEOGDGHPP//8DT2PAAAgP+Ge19xGv/jiC8ffaswTl6K2bNnyjm1nwUXG+DM9leh7fYh+b80a0XYiSntqNLddJqXpb+82MnH5EfGkOiIfJHYmxnbULE+ZU1NFf1K8eBIb3ra0/Y4Hi/iOOTozvnbaHqtt0bWIaXhGDfFotv1lmX39eLiOkfR2jf7SWCykjJmR3aXr0rOOD5n1zJVMgNYkpydr4ULRPkNSs6t0dloNFabnpdLrPc0MOzVuk9lg1qKdjjHpekYS2g4DN19yfjp20NOLpDKhalVmOLPN+1rHunc3bxhiWOc4l9vk9jixfxlmbf719M6lJUizwXV/OmIBjxHntj4im+9Pjzs1zThZXpFiPzqmkoz/5t8dk6ePixuTmqO/HCavaUmiPLiWRsZyq83op/A+QWLeatWPmIZ+/F5OFk+Zp03Tb786WqQd1q7ULnVfyNNnrUtmzF+drlPwZzYdNC59GymU6Ca9ALP6Dk6Ux/YgufbH5G35+uuMXUph7P2P2F1HjX9X8JKX/KEkHw//zDPP3P0dAACAPAj3D2nfvj3r2LEj27ZtG/vXv/6FDjwAoECRpzrwvP57djXgAQAgL/Hxxx9na+yZSCsDAAAAsDWxW7t2LUulJU4AAKAAkK/qwAMAQF6nT58+bObMmfd7NwAAIFeb2HFgYgcAKIjcdAZ+1qxZ1njzHj2czQUWLVpk1VXPT9JPqQxmIyfrmDK4akkM0/YIlbrFdmlYN3KwjinRwMOddCwuTrRBpBb1ihV6uqssJU5NwFStdh8iX969Ttvp1ZCK9PBBLfRClSuJdiExWqDOeGXLmdL2k1IqPmiQfV11D+kY9hUx5VCF5n2J2YYyj6lY0RxjwFn2nWgjm+mYo+42kbFLOTbngdZyKEDnR/T7lYTxGqvxko598pgp1f99nTGM4PeR3zpCjSLlxyFc1Ke38Cdy+OLbnKX2ZPzEN1PkUAS++JpPTOO23qRufdFiVnNu2LuOULFP3teb3Ktl8goP6UIYQA15DumhB6v6fGF43FUYICXtZeUQAk4NMazBf/168x5hjM19f7uh+N+2QtyE9bsQQxxS1tHLe5/T/WmxZrNRO/74Vj284pm+Zjl6Fi607y2qa5Ob5OQ/DR/FX2cfNG5lup198jNIK09u3aWnVcG2uiTJ7S9HIwwZx9j9zuVs3LiReVOHPQAAAAXCxA4AAO5KB/79999n0+jAVQmXMr3wwgv5qgMPAAB3C27CRMnMzLRkoVu3bmVvvvkmTjwAANgAEzsAQEHnpjvwR44cYRUqVDDi5cqVs9zh8wN9SzLm48rYUpklr068wlQ5tlhyqH2Iid1ZYYzP3pmiY9WDzEpiquzVTOnZxmlK1qPKu9FMqEpyp6bqrPvhw/r9FcNFFrhqVZ0NTkxca7UdO5IDPKrLkvj6itarXk39vsrwL1+uYzS1Wz3DzFSrFGinh3VMyQc2yRJoWWvp1ZE79esCHdujSpEl2dcAU9l6Ynx3ZuKXVlti0htm1p1TWh5bIimzIlO3jVoTxYAqKUcdz8puNpZhJUvomByr/PiIirYl91htWVbvpL4m6qIV60n28Zcf9bQyNwtsoGMqva3Sy1nOgY+8jhVqayfecwvF+8VqE7PBGlLa8fJ7OrZRl71TxRzo5Vbmiv8docsTtmyppytVdi6hyJEFIhzr49Bh3fVbC2WCp6cumTKl/3ajTBxFfRbocMdmA4ShYOGl+ryozDsVjfTsrKdj5W09Q36+KTxXk7NCM7dPQIAuq8dxdXVl1apVY2PHjrUMmgAAANjDDew4MLEDABREbroDzzPt3AG0PC28zBj7888/WbFiQhoMAADgxsORAAAA3P736NmzZy05PX6HAgAKAjfdge/Vq5dVd5PX3GzevLkV4y6gvIwHfw8AAEDO4Rmk3bt3Wz8+w8LCHOUxAQAAZE9CQgJ744032IIFC9iFCxesWGBgoPVb9J133rHM7vIaaUUyWbq31oF5u2jPI0WKjUwsOdP0APB1TbHdxq7LZiniAG+ielTbdpP1jgnnvLXKT5GZZvphp/uZy2ZHupcZSwk0Y76HzS7LJVMQzILX2zvZeMcRFeZ1SA4iykxJ0yfM2rKpz8qSyoTi24jUlhAVM9aIdaw7Okfb9lhJ6uRK2rk6+5BxVmUQr6sbYHc8hWKVAvb6pOdwvpvdpzu5bEHgpjvw/EuRy+jbtGnD3KWePCMjg/Xt25eNGzeO5Qe49Ja/1MlZTQyylCK4OanZfopIcSNlqesMIifefVIuI553OEnftRheK6c5AWWlxDhOS4yVrFlJ6bMuo96fQWp4d5Yq7cCy+kt31mQtoa8n/d/q9CP6/a1brGbRaF2bvGFDPV1uqDSIK04UFxENTH2zqjGvNsKJP0OOWM7bjIwFbtZKtEf26xiVrCsddX1dn70ESzNv51jywa8pTf3iZa16zuYtzrJ5LvFeJyTcfk3raJ+4eVr+X6Gy/Cf15iq9njNLTGPAADLu4Wsh72cnteTcUaCcXsglcj2MsYvLxLCHgI/f0u9v+M1qMq/pG+vaQV3z3SFfJ8qYYl3lzbFDXzv2t5DqZ86R+8UYcyms740XRxUXE1WrGcMaKsWeN0rZc/xaSs36WX03Nykub/o+fRyx/SO1s/rFoxcNmXsxedpWkVEL/5Rmd7SM/CTpschpJF0ja3Sr7oj9Plu4Sq5cqec7QD6P6qzTn3bqzuEfIW6hJ+0K7yrx8fHWD801a9ZYPzT5GPiLFy+yVq1asfnz57MSJch9D0Ae4kB89mUQAwt5sjJFiEkpALfA+fPnWZMmTdiJEyfYU089xWrUqGF9h/KHobzc8M8//8w2bNhgdegBAIAV9A68p6en9bTz7bfftmTzPj4+rFatWtYYeAAAADnjn//8J7t06RLbuXOn9eOTs2vXLssIlKucvv76a5xKkKfgnXMfDzc2dIE0wbCBvx/9Sgt04sFtwb1C+O/Rv//+m5UqVcp4j/uI8Pbjjz/GmQYA5DtuugOvqFq1qvXKj6yIY4wXzOppY6aljOi2k/JuNMGszLvKSBM6zoPhRoLSYbS1mmQbqQfgiZMiQ1lDJxZZscoiZ+jrqyU6NOFduqy4nD07a+lS/QEkRS95drje0OXDMqsaq4rm6bRoj8FEZkDdyOSBHJqoS7BVaColWS8OdMQSp39ltVdW6NJxpcqSTHVh6Q4YUsaUJtByc9QYL1aWFXuEypFUtt5Xb1vV8+O7fvgVMfHCi45Y5kpRCs6FmMv5dZemeiRWoRO5ACornb5Gx7yl9mvHDntZxJNqm0QG9+lE5/Xx63DJ9P4L2PmXca5cyM3mQczyLiqJlSxrZ3HNRsJWqaVYTyQprUPS6Remik5jIEmN/75CbGcLUXG1IGqSv+eLNyo11MqDzGR5Y86YaRjtUYVKSqppEFmPGOhtJducOke0YST7v0ZeitKklqNSojjKAjLGvl+iz4W3vLVqSbEBzf5zo72kDMa22Rjc3WmioqJYdHS0o/PO4RL6//3vfzCxA3kSnlnnnfMLV1Kzzczzzj1/H1l4cDssXbqUffbZZ0bnnRMUFMTGjx/PBg4ciA48AKDgduCHDRtmZdwLFSpkTV+PiRNl5wQAAEC28KFHHh78UaEzPMbfAyAvwjvm6JyDuw0vuVmzJqmek4Xw8HAWF3cPnsQCAEBu7cD/8ccfLC0tzTENAADg9mjdurVl/sml8sGybiQfz/nyyy9bHiMAAADsKV68ODt8+DALUeYoWTh06BAc6QEABbsD/8svv9hO51e4iZWLJWcVf+/apd/bIFXLdIRf8Sg9PXywaKdP17GWLZ1ru3O8egkjuP5ntQy9Rnf9NHnL7J3Gtr0PCul8g/bafuvcDi2nD3j/31Zb/31S4/vgIdF21KZvVC6vhgT4q9rvtDg81fR7apvQ9DW/inNATkKFfmo4hTa28+srzNr8vIlh0S5xXJz9E793KnHOqfPtO2Ji0yYdXLeWnAS5rlXkGIOkhC5Om9T59ZFGe1SqH6Vrrbu8pRw4qUurkuIRZ9FTxDHNxnCOBcuhA77EOXTT73q6ciXRhj6kY/8YKtoPxhqyeU6VzvJc1iR14mvK5f+URcw5G7TB3kNS/c/27dXvN2wk2kefIjsvhzD4FbIt0B4YIceNnD2nNx3ufBo5/v2I8eBscT62rdSS/vpNxXZ+jU61lcP37i3a3eT+Xi6nI8nnJIncG8dlW5WMDFDmfaWCyCGqw0rQM9KRBRXkIX6/TMcebCraD5c5DXa4q0yZMoU9+uijVknO0NBQy4X+6NGjlqfI3Llz79FeAABA3qwDzx3oV61aZY2Fp6SkpLA333zTUSseAABYQR8D379/f/bf//7XKiNHuXLlimXKNHOmHvMKAADAHt5p3759u/UDdM+ePZaDMh8D37ZtW5wyAAC4Dm+99RaLiIhgVapUYS+99BKrXr26wwh06tSpVif+yy91tRUAAMhPmMUbb8AXX3zBkpLMepE8NmeOdJkCAABgy+rVq62OOneg57Rr1856+Mmd5xs0aGCN6/z1V6FyAQAAYMKl8xs3brS+S1977TXWtWtX68Wz8jz222+/WQ9JAQCgQGfg+Y9NniHir8uXLzNvb2/He+np6WzFihWsZEniWp6HiZVPNt5cbtaLbqqMtrVamJUhbtaTp4i2gXSZp+7aVCYdameucvw4MWARrU9xLXVeu+KKIXmmEuS/mr9nGMY36+IiZeikQ+Cn1ROhw6W03p2YaVWsaGyH1m93CxMS78fqaWn83zOFzH3fSC13f6ifvB/oDvXWcu4qqWlmffZVUuau3uP31z7tmO7WWJzYy1GiLjrHv21Dq01aoy39fUYP1+s88LfVXNis664Hxgv5ekq8cPvneHWTbvdHiWyeDi0oLutyt2/vCP3ZT5SoqTOMyN19yZAB5aZPhxHIWvaJZ5MdoUr9mun3D4rj3dFjkCMU3kmWaTyua7+zoNL6vKiyBsSZni1b5rQ9i1Q5ZCAyUsd26GENDp18zyccIb/toip6jX3a2Z+Oe1CTp8gtvXFNatay9EwmSCxKVBf7VDVZ72/JDaKNliXkrff1JGsub6d15P2eQc5SelrIQI0E4cxcqKcj5H5QdaVa5gi/5OzuMmnSJPb888+zwnRMgiQgIIC9+OKLlhlos2bkngAgH4E68eBOUKFCBfbjjz+yCxcusP37RTWaypUrs6L0fx4AABTkDnyRIkWsMZr8ZVc+jse5pAkAAED2/Pnnn+yDDz7I9n1ev3jChAm3dArfe+899vrrr1vmePxBAYc/dOXfzdOnT7d+6DZq1MgqVUcdnLncdPjw4ZahHldTcRM9LkPNziAKgFsBdeLB3SAwMJA1bCge5Od1MrzTGfPhTkwCDxc9rdhtY9SSbiOodXPJtN1GFT+STZIcukIyUZIDCdrTSOHqYVZIyciQiSKCR5yzL8H1SNcWSw7cif+NwpOU21WU3G6WrEyobL/toDiZBCOcrV/E3E6ied6uljDPb5ED5rajYmiJY03Ec2aFLr8g4kUkSQ2w6Za1JxlBiYcqHZwD2rn2MGKFbmPZVRmLcrzte7XOgkiOO/DcvI7/EOTOyd98843TE05uIFKuXDmHk3Jeh+ea+dfRBfn3k6QevEqa0eweTTCXkzWqH+7EDPOuBr30itLXCwMyUm6b/XeszgY/3l20/qn6C2eprHm9YI3OET4hDfI47YaI1OL+Zbom9pEY4VJXbjwxMqNGZ6tXm8XsNwsTtlPrdMa69BC5Q9T5jpioVaotvg727dP7u3ed+CdR7QVd59opQ5wh/jEd2y7qynNCO0qztua60LibF9m3L191yrrLjVqNTzi5UHNFDXpqchc45l86dkAcm9fBv0lM1pNP1sZ26QeP6P2oLs87yUTX6VjaMNBzZLlJ1j+wZStHLOn1t63Wr3qoacTHa7ovF2qJ8F61HLG1U0RN+FTy/6Jo0ROO6fr9ixs13R1Z9qVLdSxMXourZBgMNbTbs1u0CxfomDy2tAR9bT3I/VJqvCgtWb6//gfl4+18q3BoX/DcPnEfnCTZ9LEjTLO7Zj21yuCn2aeMdarDpYIWtWtjpB+idQr0JNsgPx619ceE1ZNfXfynyd0u4Hb69Gnb8nEKd3d3duaMVrzklC1btlid9NrUsY8xqx4yz+jPnj3bevj6zjvvWLL9vXv3OrxMhg4dyr7//ns2f/58y7n5lVdeYZ07d2bbtm1jbm5ut3CUAJigTjwAAABwDzvwLVq0cJTmKFu2rJVxBwAAcHOUKVOG/fXXX5bU047Y2FhWurR+cJETEhMT2VNPPcX+7//+z+qgK/hDV56J5+NCu3Xr5vAxKVWqFJs3b54l17948SL7/PPPLcMnZaDHXfD5+NHo6GjWoQOpYEHgWXv+Uqgx/QBc9/5HnXgAAADg3prYcQOmxYsXG/FFixZZPwwBAABkT6dOndjo0aNZcrL2QFBw+fp//vMfK/t9M3AX5ocffthwsOcPXOPi4ixZvsLLy8t6ILthgzAd4Fn2tLQ0p3m4mio8PNwxT3ZyfT5mX71gGAUAAAAAkAvLyL3//vts2rRpRpwb2L3wwgvsmWeeYfkFNTKmbl3zvfWkBnpDWS+ec02qrFeu1LGlsqT56tXajE2NNiD+bKwiUT/vlyrtVh31WJ5urYV+evNme2MwJjsEVYY/6gglzvvOao+//j99XGTIj5dcvYefloX/NE04ejVurOdLmasf2mQpuerkd0dHUVRTjn+btNTeyYRNStWpJDpUGa/RDkxQirkhagBWXcrCO0gTOov+enJjP9EGkvruV2NNXff69aItqeXstNZ9WKqQw/soV0LOi++L9ucZZB8vOyYDQwoZteN3SePBMEbOxT49HRBWxpDDt1giTfJm6O2cO3rFrDevTPM49eU5rE2GCVyS+5ZBhOJkKASrXs1qfp+q19NolOgUejxIMrG7t7CsB0SN5JTUv1Z/PXYrZf1W47ye1aMnHIdG78+VA4VsntNQSuNfm6yz0/8dKd7vRIasrFsn2vLk0hbR/pAOiXzj8ub+8o+vOeLwzjJq1Ci2ZMkSS84+ePBgVq1aNUvRtHv3bmtsOjcF5RnznMJl77wcHZfQZ4V33jk8407hfx85csQxDx8GxceRZp1HLW8Hd34eNkwMn1AZeHTiAQD3gpiYGFbX7scZAAAUAG46A89/9HHnz6zwMfBHjx69U/sFAAD5Et4x5pltnuHmneDHHnvMKn/Ezed4jJc/ytrhzo5jx45ZhnVc8k4rg2Ql65AnLq2/0TCoG83DM/ncSZ++AADgXlCvXj1Wv3599umnn1rDgO4U69atY4888oilQuLff0uph0w2rF271toX/h1csWJF2yQXAADc1ww8z7TzMZrlaX0o6azMzY/yAzwByH+2Kru10Tp5ytSji1okW65KvlF/M5qJ7ljXuTobZ6FcZ+eO9v5uKvG1Zb12LWs2ULhGNxukn7scjxLmZpwpw0Xm/PFusiYWr4gmn6k0Itn0X2WG0lqX8oorrx/KdBhPdlQyt/9qbZzXU7QeTXV21V9mfuv0rGymNWlK9Wni0Pm1mK7Vnoz3DZHZ58K61B3b/ofpUFa5io45MuLUV/NrPanmnSUM8CziZGa36YNkPR6GoVxSsjax8ynsbqoDvpFu4bTz8uhjevqYWP7v12c6Quqj41OXVHPoRNQD0z61mlMzfnCESneX+9lTnnzGWLGiJGM6e7bVHNmub6Jyxf/Pan9+X2e+2wwU12f3jN+y+vlZPDJcKBwaDY4wyhtefuXftioML19xP9bqLEvd0VJ6xbWzrVdhvVCj9uL9Mwf0D69Huonz+91ibdJIBBBshxQFXJ2ks/IHpHqDqtFVVp/uIx1troojViLBT6JFywUx9r69dxb+wJOX3uSu8AcOHLA6y1WqVDGy4DeCy9/j4+OtH48KnsHnP0KnTJliGdVxeCadjqvny6iHBEFBQSw1NdXaF7p9Pk/Tpk3vwNECAMCdhT/onDlzJhs5cqRlusk9Pp577jnWqpU2jL0Vrly5wurUqcOeffZZ9vjjj99wfj5MiQ+L4qVB+YNUvl+DBg1iJUqUyNHyAABwTzLwvXr1YkOGDLFc6fkPRf7i4+J5Foi/BwAAIGfwDnODBg2sEkg323nn8HJv3BCPy0nVKyIiwjK049M8G8Q76KtWrXIswzvrPGOkOue8889d8ek8p06dYjt27EAHHgCQK2nSpIll2skfTvIs/PHjxy0PkEqVKrF3333X+vtWeOihhywjUGX6eSN4tp0bO3Oz0Bo1arABAwaw/v3733IpUAAAuCsZeP7FxmX0/IcjL3fEycjIYH379mXjxo272dUBAAC4RXgZOC67pxQqVMhSQ6k4LxHHv5t5hp+/+LSvry/r3bu39T43oOOZK57F4svxEqG8JnytWrUMUzwA7jcnEpLYhStm/WVVZ5673IOCg4+Pj+W9xF9///03mzVrFvvss8/YmDFjrHKZXOl0N9m4caOTASiHV+7glT24OWh2JUNRxQMAcE878NzsaMGCBeztt9+2ZPP8y5P/0OOS0PwC977ilY+7SgluDPmt8Jj0EltLZOjUqHm5fOhbkmh/W0ujuZIldayeLNW8OErHenfR05ukUR2t+72u/06rpb4tdNtKrTx2uo41lyrteFGSPWsZc9ZscB0zGCylto216VuH9lpC71GvlunwpsYHqDru1sFJ47uuXXWMkafi7aUpmjKu44TVNGqxs5Il9PQeUsNeoQqH0zEK1KRNmdLFnzbdBg8SF8HixYyTdViPRmCRjqLjZD1qeEBVIulfu0ZPu4sa2n5+OqSmM/foc+4SXMbY99KR5HjkzXNm/CxHqERtMvTATww5KNdQf6S/GSnOixcZGj1lqNDLN5Ml4jmPzHzM0J8fmStq0VvrjBA3ln9ZPRTir3XaebB8ebG//hFk3LavHM7g6aVjZFxJ0q7DWT352NN9xTVxI99KXchQlGWyZvxSWr/dV7QTyDAXNbinNunXDiG/r96WBpNvS9k8R1oaOobN5CdGjBhhudtzWSeXyTdq1IitXLnSUQOe8/HHH1sPZHv27GnNyx/Q8rrxqAEPclvnve1Ha1lSmr3VpI+HG4t+pQU68QUUnn3nknpupsk9RX766ae7vk2uALAzCb127Ro7e/ZstiVBeRWPt956y4i7JrsxV+sXqMDNZlBXUTc9zEyxK9VUcCVn2D88yMg0vU2OJwYYsaQUc/nSxU2/gXO/BZnbDjb3keOSYgp/Cx03Y+5J5nFf8zH3O6Gy6aoctP6C7baTg+gwS0HxbcRFWRIVQ4Z6SjrWHZ2j9bVz7WG77Zzq69ZkLMrRtqNs5ssOt9rS6JmQHrs7R8uustlOdseY0+Vzit12bmd9rKB34BXcQZm/AAAA5B7WrFljGNjxbBR/ZQc3X/rkk0+sFwC5FZ555533SU/UZZVLkqei3A8jPpENXRBjzYMsfMGDDwviY+K/+eYb68EjfxjJlUX3AjuTULs4BVU8AAD3vAPPxxYtW7bMcp3n4ykpEydOvK0dAgAAAEDBhXfGrxfnnffwMmbGEBQseBUOrhTiL24mx309+ENI3nnnQ4nuBdxjJGu5TW4AyhVN1zN25lU8+AsAAO5JB/7nn39mXbp0sUrJcYdjPs7y8OHD1hNHXtYjP8BF3vy56VL5bIKKg6KlknzkCB17Y7yeVsLvikS2/LuU/D5BPP4aNBTtuljifnpVT/frK1r6f0GVLK9M3LOrkTrwf0iX7l1ELq+cuF2IQsmpdOouIctn1LBFOsr/2lNn45oN0QudWiGk87RqVeAbH4qJj2XNdQp1oWdEDu8npVj0vlGy/C5kPIEbqXhQ43nR/vqeWRueQrXvly7J7WinbuYqTsiphVoqHiQvtEvLFo5Yn8FEXqVOfKWa5rGt/9XcHif+jNWUmvSajm3fZjWHpq3UkrYZvzimK7UMNYYR7B73rSHFp470bOFCo3b844PdjKEF6euE+7xbebkNzuFDjsn9C2OM+uyXVos/akVoqVqtlkUd06vmC+H52eWbtcRPvt3hdXJtT57UUtfi4sfVtWu6ln2SvP/9yTGm6M2wnt6m4/y3cpXkY8DemiqGG3w/Q38QZutTzS7LlqyG2Y+oBQDcS/gYdi6D55n07ODv8/lAwYaPb+dmytztnXswceO4atWq3Rczve+//94pxococTPR7Ma/AwDAPe/Ac9kPNzsaO3asNYaSy5V4aTnuetyxI6mJBgAAAACQQ7j0nY9hz86kjgOjOsDh/kv892fnzp3vqFdHYmKiVdpTwTP7vKIHN/fkbvP8N/CJEyfYnDlzrPcHDhxolewcNmyYVUqOm9pxA7uvvyalbAEA4H534Hfv3u34YuISIW545OfnZ3XoH330UfaPf/yD5XUSZAZeJf9GdzaTqzQzXo9kxB+Q3mkriDeaI5dAhqC+KLPxnUiZ5cgBOo+YuUuk7St0rmnULt+2Ultt1W+uZWJeniKb2VBm92m2kpYpDwzS2YuL8eKHku/chdqkrmQRo5a9I6XKTUy6NnTK1FusmmBm01W62EPXAmeMZOPVSSRZY1anpZyg0rNT5vLUsE4Wu09brzPAHr276/eXCIezRe9o07geo4R/Q+lu2qiPHdgv2qtX7LPcynGNnkxpaHcuWmeMioVpt8IfF4p870N9LxkGehX66Uw/O36MvC8Mmi7u0LGrMjtdY2h7+0y/XyEn4zpOpDSqK0W8KtzC5T3mSn7wkHNZvrw4jiq9yHVUSoBwci+u+9XYtyfnkAd4CUJdcXzxRkeIZtYzMlINNYnyE+zQVUs7li/WeXJZ9MIJdRQ1pTqF8+NskXn/ltyeLYiIIyLVFG7MuaQ/+5n3qBY8AMC+E48x7OBG8GGcd4OtW7c61ZLnHXMOd7nnUn1eYpMPH1VwNSp3un/55ZfZ//73PxYcHMwmT56MGvAAgNzVgefjinj5Cw7/ouJlO2rWFD/sueMmAAAAAAAA94KEhAQr680TTNw4jtdj5wZ2vETmzdKyZUuHCZ0dvBOflRYtWrDtNKEBAAB3GbN2ww1o3Lgx++03MY724YcftuT07777rjX+iL8HAAAAAADA3YZnzHn5OF4K8/z581YiiU/zGDrVAID8yk1n4LnLPB8jxOFlifg0rwtfuXJl60szP6Hsy4hainXqJFpqtn+MDNd7rrNZhlz5qUmBtsVmqfbeSqT2lSvrAtd75OSeSdJkjjHWt6+pnF61VMu9fWRN7MiOur7z19OFhJs+W1m8ONUwudtKPN96txdH3mQwkVGf17J9JRcv1pjon7ducTKHczoJqk47Z8AAPV2uv2h/fEXH6km5dlSUjpWvoKd95UE2IFLyMGEU5xHZzN7ELlzUrW/Y8E/TEZDO1/sp0ZIyXPuHT3dMV+kv109rttcU5n7FyBADlpykD6eedE8rQZa5liba9eJBmHHDyKES9L5zqPabPMhskdfn8X6nzXM97ytjWMPlGH3jxS3V91i0rI3+gqvOJriFiDq26fP0MAu6b48OloZ4mzbpYHExbCKknh5OkHY83hg9sW+faQDZoaOWze/epd/v2tXZ55AiRyVYHD8uh5SQ98NJTfiPlpufR3U45CoAAADI5XDpOjdW/r//+z9rWCeH12AfMGAAGzp0KFu3bt393kUAALj/HfiKZLysr68vmzp16p3eJwAAAAAAAG6Ygaeddw6fHjFihOUEn9fwPebC3Lx0/fhzGTJp4QQpWSRJtxHU7kkSD9+zkpZpmv4lpZmO+UmJZpm75CSzAoS3jeek22V7Y0GPy/rYrkdKEXO+YjvNDZ2rae5PXGSg7TpLTN1gBmvXMEItO35gxFKrmcMxCu+VlZQIZ58lvkqE4ttIRaPr0LHuaCOWHrvbiLVz7WHEVmUssl2n3fJp7c3PxpqoV3O0HTuy23ZO583pdm7muPM7t1QHPr+jTKxUcnACKfWmyr71JAngHTv09FyZ3atEfNuURVtkUTPh+hfZ7lRhamrRONzMthcrbmYT6bCrBPX94Km/iJ8cJEzf0s/qL4/nX9c7985Q07fAsR66clJmrlhT+c+jfQf9viqjVracjsWKjHfKHp3l9po0iaxT5j1TUw1TuFMb9DLrx+vpHoNLGlly9u9xoj2lM8kOBzeOm8iSlwtbzIyacRQ1tq1hA0eoyhiZlefs2yvaxWQ9LVuaF6q8dkwrVVvubxL58p4502r+3qPTxpXqkX8OffpYTa2GOkecqUzj1urj/muyLj1Xa0gr00Qw8bJRjo5VrmI1u3bpDHyjPlpJUTpYuO+6+ep/ihuXnDKy3M36Ele4Lo86p+/5Nd++0xAW+ATpYzy+Vfzje2W4fv/HFaL9dgnZXSLyUAoTKvJQzCamkurufoIsS0yF2RHZ0hGLyLwDAEDeo3DhwpapXPXq1Y0a8bxSEgAAFNgOfGBgoGUMkhP4GCQAAAAAAADuJk888YRlWDdhwgTWtGlT67fq+vXr2b///W/25JNP4uQDAApuB34SzZoCAAAAAABwn+Edd95p79u3rzX2nePh4WGVNH7//ffv9+4BAMD968Dz+pcFEaUlIDZnTImAx0lvMo6o2i1oIUtY/0qU6Q1l/etTRJyghmsJcbdgcD89Xa6ukL6HbdDS6/9OcjbzyloOfeo80ZYJ1htScnuPYKLp76WfSr9y9BOr9Smqa28f2ydMxP4gGuOMrVrXrDxhqlTVDmSde8p69I/2NGT1VF2eHC9l3Yyx0M5SOn/+gp7hUXGvlZ4S5gj1mPChWVu+ZCkd++170RYhNeaD6NgvWQc9I90cJ7BHyuI5L78m2m+/1rF4YZBnoYzqSl4zNd6OcQfcZe0P031uLjGSGyHGGVWiTnC09nxGprMxIDF7q1b2gK283LE8HdYghwQkxelxWj4RYkxbowndHbFD4/WQACVP/3aJHtagTmtJ7UfndF629f2v1dZv7G7cI7R2e+PGej9Wys/PEvI52iZbeSdZ9NW3AUu6aq6zS7Bop5/UMXWV69TWMWp8ZzNcDwAAQB7i4MGDVg12T09P9t///pe99957VlljXgKOmypzjyYAAMiv3HQZOUpSUhK7dOmS0wsAAAAAAIC7RZUqVdiZM/pB8rPPPstKlizJateujc47ACDfc9Md+CtXrrDBgwdbX5R+fn7W+Hj6AgAAAAAA4G7BM+2UFStWWL9PAQCgIHDTLvS8NMcvv/xilY/jY47+97//sRMnTrDPPvss3403Uk83iOk7+3dz0U4jpUXXk/fPJJsntnCiaMcN0rGPZfW9Z7uZJc4tEsVCy5bpkJIw09rZybpkNlMC8gd6Scm4tSMepjv59M8ck8reoHt3vSJl8P78eK3RztxnSrcDGurtpMSKnUr85+uOWLHqxQ11eZWGROa+Sxb5pvbmTErOV+ua46xoMVMaX5cMPrh61aw3v+l3Pf2ch7P8nrNEDAlYv1zvXGRr6WL/2It6vs/f09OqZjzdX1lj/dhqfX6o1NyrsdjPc5v0+8XOnxMTlRrpGbf95Ji8MHGW1QYW18/XqjWV8n1i6+4TQsoaePuYWnE5vmLllGOOUNjx1VZbZbAuo0Al6S5yk0+/U9W0cPfTjr4XDms5fP2eYjtfv6Od7aPkPTqc3N8+vR9zTL+S8a3V7t2j34+VFRyoDWYK0bvPk0NEKtGhA5ISZFrVYKCnYqHeNaYm4TwPAAAAAADyfQb++++/tzrv3bt3t2ptNmvWjI0aNYqNGzeOffUVGed7hzl8+LDlNMrHPPn4+LBKlSqx//znPyyVliCzOrzLWNWqVVm1atWsfQUAAABAweBAfCLbceKi7etEQtL93j1wh+DGdVmrI+W0WhIAABS4DDwvE8c70ar+piobFxkZabl+3i327NnDMjIyrEw/NyjZsWMHe/755y3JFHch5aSkpLCXXnqJzZo1y5JX9e/fn7Vv3555eQnjrptFZehIGXg2VWbeI7TnGztIsuAqJ9qavL9Bvv+OzLpzKhc1s4Q7SJaQMZHlrV7W9FAjZcaZt7dNbfnFOkVfQZrc+SkzNcbY/h36ocexVLNOtjIt271MB2sMaeuYDpAOZYdUmpUxFhxsoyKQK6rSWOc6j2zX+dVytes4HxjngjjbC4ZudIQ8dUly9timp40dTporsuk+hcntXJzmZKUt2ty5OtT0QauJ7ByiYyqzfoVcCFIT3lYCITP9oRE67b53Xbxj2jtOXOBytXUN9NNjplntfnLOI9vqCxlYO9RQGeyf+L1xLsq9M8AxfWz0DOM6thrdzGofHddQB5VpX1l9Y4VOfNk4B4nvC3NDjl/bJmIiVn8SAgd0M87Bk6/rGzN5tFAr1Opa0dbcL0V+JmbIrDtnh2zlXWFRnwhHlCkd/czsluZ1vUlWPjPDWZjBIWXiGRGEAADyCYGFPJmPhxsbuoB8QWSBvx/9SgtWpohULIE8C/+N169fP8fvu+TkZDZw4EBWqBC1QeViO23ACwAABbYDX7FiRSsbXq5cORYWFsYWLlzIGjZsaGW7i1AX8DtMx44drRfdj71797JPP/3U0YHn2XhXV1dWV3Z83NzcWFpa2i134AEAAACQ++Gdct45v3AlNdvMPO/cbzl0nl0oSYZTZXkIgM593iBrdaQ+ffqw/EBirRTm6qOVBIVczPvZw8UcAHYslQw1lGRkI7K9fI1kfiRl/PWwuOtx/oj5O/9qeToMUuB22c12+ZRi5r57XDb3M02P2HOQWEYNkNOU+ZlUMZLERdr7ccW93NSIeSU4eylwPBPNWKqfqe6IihlrxDrWHW277fTY3UbMrXaNW16n3fqyw247bCUZcipp59rDiK3KWJSj+bIjp+vM6Xbs5iuo3HQHnjt9/vnnn6xFixbstddeYw8//DD75JNPrPqbEydOZPeSixcvsqIke+vv729l3UuXLm1Jqd555x3LaA8AAAAA+Rve+c6uA44Mff6CKy0BAKCgctMd+Jdf1nLbVq1aWdL2rVu3WmPS69Sh4te7C6/3yR8cfPTRR05xPi5+6NChViaed+ivx9WrV1mCdFjj8vzLl3WNcgqV3woLMMYOENk8UTWzTvLhJCnfztrKZwxNycO/+gtHWO2CeuMdsZ6d9fsHpYqbSqaVYV1UlI516aKnlQCC1gcfL1ff9YCWpNcZLKTVnH9liFrt1epp2dmqpcLJNZ0+KH2wrWGYVqGqNHXjBMm67NtJ8fjgMqIl9c6LkXL0TA6/YI/ruvSqindtUsM7lAwjYPv2izZOXxWfzq3FREiouW7OD1856/w5J0+YhnSqljqRijvquNMTS2vHlw01JOnVqiaZ4xp2KIE4Y6UGixrspajevao2jftrlDTwW6HN52rVFU+o01PJRZkzx1D3h3atZ5runSW17MNkYfXlP+hYa3n+uNne5K+Mw2YZ4ppcOK4dfgPpOZDX/u+F+torz8QvRuvhCPF6ZAF7srfcNbIZNQiBfgqpL+FGuSr6bPwFef/T/d24SS5LPrhk0zk2r+PmnLw0Jv8u4XCFEWoLA5C/M/T8fWThAQAA5KsOfFbKli1rvW6VMWPGsLfeeuu682zZsoVFREQ4/j558qQlp+/RowcbMECPA1YEBOjxxtdj2LBh1ph6AADICh8iROHjK/mQHQBA/svQAwAAAPmuA5+UlMR+/vln1rmzSBNz+Tw3jVPw8eZvv/0286auajmA15Tv1avXdec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",
      "text/plain": [
       "<Figure size 1200x800 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "obs.events.select_offset([0, 2.5] * u.deg).peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcd42e67-f0fb-4998-9af5-7200e2c435ea",
   "metadata": {},
   "source": [
    "### Effective area\n",
    "It is stored as a function of energy and offset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "3542e676-488c-412e-acf9-ea2e1740d330",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EffectiveAreaTable2D\n",
      "--------------------\n",
      "\n",
      "  axes  : ['energy_true', 'offset']\n",
      "  shape : (96, 6)\n",
      "  ndim  : 2\n",
      "  unit  : m2\n",
      "  dtype : >f4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/enrique/miniforge3/envs/gammapy-2.1/lib/python3.12/site-packages/astropy/units/quantity.py:648: RuntimeWarning: invalid value encountered in divide\n",
      "  result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(obs.aeff)\n",
    "obs.aeff.peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca92f0a3-ff07-4899-8de6-abbbace287bd",
   "metadata": {},
   "source": [
    "**To practice:** Peek into each of the other IRFs for a quick look."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0f66908b-72b0-43d4-8c04-722622e2add8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EnergyDispersion2D\n",
      "------------------\n",
      "\n",
      "  axes  : ['energy_true', 'migra', 'offset']\n",
      "  shape : (96, 160, 6)\n",
      "  ndim  : 3\n",
      "  unit  : \n",
      "  dtype : >f4\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(obs.edisp)\n",
    "obs.edisp.peek()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a4e34378-e694-4647-9a34-c883264b231a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PSF3D\n",
      "-----\n",
      "\n",
      "  axes  : ['energy_true', 'offset', 'rad']\n",
      "  shape : (32, 6, 144)\n",
      "  ndim  : 3\n",
      "  unit  : 1 / sr\n",
      "  dtype : >f4\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(obs.psf)\n",
    "obs.psf.peek()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "66eecde8-6b90-4a1e-b7db-9c1dc855ea85",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Background3D\n",
      "------------\n",
      "\n",
      "  axes  : ['energy', 'fov_lon', 'fov_lat']\n",
      "  shape : (20, 50, 50)\n",
      "  ndim  : 3\n",
      "  unit  : 1 / (MeV s sr)\n",
      "  dtype : >f4\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(obs.bkg)\n",
    "obs.bkg.peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d65b44c-0fd0-45c7-a2af-d72dcec846ea",
   "metadata": {},
   "source": [
    "## Loading IRFs from a given file\n",
    "\n",
    "You can also load IRFs from a given file without the full `DataStore` with `load_irf_dict_from_file`.\n",
    "\n",
    "For example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "df7e6f95-8428-481d-abc9-37efbed192d6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'aeff': <gammapy.irf.effective_area.EffectiveAreaTable2D object at 0x7c3419718e30>, 'psf': <gammapy.irf.psf.parametric.EnergyDependentMultiGaussPSF object at 0x7c341b615c40>, 'edisp': <gammapy.irf.edisp.core.EnergyDispersion2D object at 0x7c34196e77d0>, 'bkg': <gammapy.irf.background.Background3D object at 0x7c341b7afe60>}\n"
     ]
    }
   ],
   "source": [
    "from gammapy.irf import load_irf_dict_from_file\n",
    "irf_filename = (\n",
    "        \"$GAMMAPY_DATA/cta-caldb/Prod5-South-20deg-AverageAz-14MSTs37SSTs.180000s-v0.1.fits.gz\"\n",
    ")\n",
    "irfs = load_irf_dict_from_file(irf_filename)\n",
    "print(irfs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "f53236cc-34c4-4f4e-90f9-19c396c9bb07",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "irfs['psf'].peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4fd37f7-b420-40bd-97b2-d7065a02793b",
   "metadata": {},
   "source": [
    "Alternatively to `peek`, there are also other plotting methods, like `plot_at_energy` or `plot_energy_dependence`, depending on the IRF selected."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ef87c869-fce5-459f-bd71-b1f5240996c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "irfs[\"bkg\"].plot_at_energy(\n",
    "    [\"50 GeV\", \"500 GeV\", \"1 TeV\", \"3 TeV\", \"10 TeV\", \"100 TeV\"]\n",
    ")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "800d5580-4a84-417d-9ed4-c39c6d68477b",
   "metadata": {},
   "source": [
    "**To practice:** Compare the IRFs of CTAO North and South sites. Make a combined plot of effective area at a given offset for each array.\n",
    "\n",
    "*Hint: you can find the North site IRF here: $GAMMAPY_DATA/cta-caldb/Prod5-North-20deg-AverageAz-4LSTs09MSTs.180000s-v0.1.fits.gz*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "e2084c28-75b8-46f2-938a-856c83613800",
   "metadata": {},
   "outputs": [],
   "source": [
    "irf_filename = (\n",
    "        \"$GAMMAPY_DATA/cta-caldb/Prod5-North-20deg-AverageAz-4LSTs09MSTs.180000s-v0.1.fits.gz\"\n",
    ")\n",
    "irfs_north = load_irf_dict_from_file(irf_filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "78e20453-8e60-4319-bedd-8cf93b222cb4",
   "metadata": {},
   "outputs": [],
   "source": [
    "aeff_north = irfs_north[\"aeff\"]\n",
    "aeff_south = irfs[\"aeff\"]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "f58cad7f-700a-4c99-8c52-741f8cc93c29",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/enrique/miniforge3/envs/gammapy-2.1/lib/python3.12/site-packages/gammapy/irf/effective_area.py:103: UserWarning: This axis already has a converter set and is updating to a potentially incompatible converter\n",
      "  ax.plot(energy_axis.center, area, label=label, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7c3419344890>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = aeff_north.plot_energy_dependence(offset=[0.5, 1.5, 2.5]*u.deg, label=\"CTAO North\")\n",
    "with plt.rc_context(rc={\"lines.linestyle\":'--'}):\n",
    "    ax = aeff_south.plot_energy_dependence(offset=[0.5, 1.5, 2.5]*u.deg, label=\"CTAO South\")\n",
    "ax.set_yscale('log')\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0225dc9a-f39d-4e1b-aa2b-a0605053e4bf",
   "metadata": {},
   "source": [
    "## Preparing reduced datasets geometry\n",
    "\n",
    "We define a reference geometry for our analysis. In particular, a WCS-based geometry.\n",
    "\n",
    "`WcsGeom` is the geometry class for WCS maps, and `MapAxis` represents a map axis defined in a general form as a sequence of values (nodes) that lie at the center or edges of each bin (node_type), together with an interpolation method (linear by default). Also provides methods for transforming between axis and pixel coordinates.\n",
    "\n",
    "We define the center of the geometry relative to our target source, set a bin size of 0.02 deg, specify the geometry width (6 degrees), and define the energy axis.\n",
    "\n",
    "This geometry will determine the structure of our final dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "f0eacec1-87b8-4a7f-bb40-fccd7222d6f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "energy_axis = MapAxis.from_energy_bounds(0.2, 10.0, 8, unit=\"TeV\")\n",
    "\n",
    "geom = WcsGeom.create(\n",
    "    skydir=(347.34, -0.47),\n",
    "    binsz=0.02,\n",
    "    width=6,\n",
    "    frame=\"galactic\",\n",
    "    axes=[energy_axis],\n",
    "    proj=\"TAN\"\n",
    ")\n",
    "\n",
    "# Reduced IRFs are defined in true energy (i.e., not measured energy).\n",
    "energy_axis_true = MapAxis.from_energy_bounds(\n",
    "    0.1, 20, 20, unit=\"TeV\", name=\"energy_true\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ef999524-a793-4140-af7d-5bc1cf7cf29f",
   "metadata": {},
   "source": [
    "## Data reduction - FoV background method\n",
    "\n",
    "`Dataset` is the abstract base class for datasets of different types: `MapDataset`, `SpectrumDataset`, and `FluxPointsDataset`. `MapDataset`, e.g., is the main map dataset object for likelihood fitting. It encompasses binned counts, background, and IRFs in the form of a `Map` in which a safe mask and/or a fit mask can be added.\n",
    "\n",
    "We first create the `MapDataset` object with no filled maps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "444f5bd5-cceb-4f94-9993-78f9ad44d76b",
   "metadata": {},
   "outputs": [],
   "source": [
    "stacked = MapDataset.create(\n",
    "    geom=geom, energy_axis_true=energy_axis_true, name=\"rx-stacked\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "163fa348-c05c-414c-8c2c-1d19c3347f84",
   "metadata": {},
   "source": [
    "We need to mask out any sources with significant emission.\n",
    "\n",
    "You can check http://gamma-sky.net to see if there are sources in the FoV. We see that the target source is the only one. So we need to create an exclusion region based on that source."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "f9d6a58a-166d-4d5e-96b0-9f1e2166cb0d",
   "metadata": {},
   "outputs": [],
   "source": [
    "target_position = SkyCoord(347.34, -0.47, frame=\"galactic\", unit=\"deg\") \n",
    "\n",
    "circle = CircleSkyRegion(\n",
    "    center=target_position, radius=0.7 * u.deg\n",
    ")\n",
    "exclusion_mask = ~geom.region_mask(regions=[circle])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ac0358e3-15fc-4783-87a7-10a6848d6700",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6f54d042f96c470e88e46026d7bc5997",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(wid…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "exclusion_mask.plot_interactive()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6819dd1d-4f67-4704-a971-9c18cbf1a0d3",
   "metadata": {},
   "source": [
    "The `Markers` Gammapy package contains several classes to perform data reduction tasks from DL3 data to binned datasets. In this step, the data is prepared for modeling and fitting (DL4) by binning events into a counts map and interpolating the exposure, background, PSF and energy dispersion on the chosen analysis geometry.\n",
    "\n",
    "For instance, `MapDatasetMaker` is the base class to make binned maps for a given IACT observation. In particular, the \"selection\" parameter states which maps will be initialized. To exclude data from a given observation, we use `SafeMaskMaker` to indicate which pixels should be included in the analysis. The \"methods\" parameter allows different criteria for selecting a safe range for the data.\n",
    "\n",
    "Let's create the `Makers`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "c7cc0d1c-a967-41e4-8746-9f534022f0ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "maker = MapDatasetMaker(selection=['counts','background', 'psf', 'edisp', 'exposure'])\n",
    "safe_mask_maker = SafeMaskMaker(\n",
    "    methods=[\"offset-max\", \"aeff-max\", \"bkg-peak\"], offset_max=\"2.3 deg\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60401527-e829-4281-a161-968face6060c",
   "metadata": {},
   "source": [
    "The background energy-dependent behavior might not be well reproduced by the `bkg` model shared in the IRFs. So some spectral corrections are needed in that case. The easiest way is to fit (`method=\"fit\"`) or scale (`method=\"scale\"`) the normalization. This is made using `FoVBackgroundMaker`. It will adjust the predicted background counts to the measured ones outside an exclusion mask with different exclusion regions.\n",
    "\n",
    "Let's run the FoV background maker. By default, only the normalization parameter of a `PowerLawNormSpectralModel` is left free.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "2bf16659-8a63-43e4-b2ea-42f3357a1f67",
   "metadata": {},
   "outputs": [],
   "source": [
    "fov_bkg_maker = FoVBackgroundMaker(method=\"fit\", exclusion_mask=exclusion_mask)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "1018eda1-c92f-4242-ae43-3376f5452df0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Background norm obs 20326: 1.00\n",
      "Background norm obs 20327: 1.02\n",
      "Background norm obs 20349: 0.97\n",
      "Background norm obs 20350: 1.02\n",
      "Background norm obs 20396: 0.99\n",
      "Background norm obs 20397: 1.04\n",
      "Background norm obs 20421: 1.04\n",
      "Background norm obs 20422: 0.97\n",
      "Background norm obs 20517: 0.98\n",
      "Background norm obs 20518: 0.94\n",
      "Background norm obs 20519: 0.96\n",
      "Background norm obs 20521: 0.97\n",
      "Background norm obs 20898: 1.04\n",
      "Background norm obs 20899: 0.99\n",
      "Background norm obs 20900: 0.95\n"
     ]
    }
   ],
   "source": [
    "for obs in observations:\n",
    "    dataset = maker.run(stacked, obs)\n",
    "    dataset = safe_mask_maker.run(dataset, obs)\n",
    "    dataset = fov_bkg_maker.run(dataset)\n",
    "    print(\n",
    "        f\"Background norm obs {obs.obs_id}: {dataset.background_model.spectral_model.norm.value:.2f}\"\n",
    "    )\n",
    "    stacked.stack(dataset)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "acd79a42-3990-42fe-97b0-54fd57c7ca5a",
   "metadata": {},
   "source": [
    "**To practice:** You could try to change the spectral model fitted, for example, to a `PiecewiseNormSpectralModel` instead. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "b9f63a5e-f648-4186-a2e1-71ed222ed899",
   "metadata": {},
   "outputs": [],
   "source": [
    "# energy_axis = MapAxis.from_energy_bounds(\"0.3 TeV\", \"10 TeV\", nbin=8)\n",
    "# spectral_model = PiecewiseNormSpectralModel(\n",
    "#     energy=energy_axis.edges,\n",
    "#     norms=np.ones_like(energy_axis.edges)\n",
    "# )\n",
    "\n",
    "# fov_bkg_maker = FoVBackgroundMaker(method=\"fit\", exclusion_mask=exclusion_mask, spectral_model=spectral_model)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "5c379176-3454-4a3a-a503-eba2c7e17b49",
   "metadata": {},
   "outputs": [],
   "source": [
    "# for obs in observations:\n",
    "#     dataset = maker.run(stacked, obs)\n",
    "#     dataset = safe_mask_maker.run(dataset, obs)\n",
    "#     dataset = fov_bkg_maker.run(dataset)\n",
    "#     print(\n",
    "#         f\"Background norm obs {obs.obs_id}: {[f'{v:.2f}' for v in dataset.background_model.spectral_model.norms.value]}\"\n",
    "#     )\n",
    "#     stacked.stack(dataset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "8e500fd2-7a15-429e-80c5-04464af75e25",
   "metadata": {},
   "outputs": [],
   "source": [
    "# print(stacked)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e5f3ef8-c21b-4a59-a90c-9bd32d4ab3b6",
   "metadata": {},
   "source": [
    "We can save this file so you can manipulate it later!\n",
    "\n",
    "```\n",
    "stacked.write('stacked_MapDataset.fits')\n",
    "```\n",
    "\n",
    "We can also `peek` at this, just like we did with the observations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "3dd416ae-0d73-4f53-a946-ca7153cb02b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1300x700 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked.peek()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5d1456d-c32d-49a1-8972-729de576e1e3",
   "metadata": {},
   "source": [
    "# Modeling and fitting\n",
    "## Now you have gone from DL3 data products to a DL4 dataset, which can be used for SCIENCE! 🥳"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "802609fc-9f96-45bb-a60d-82b43454ea23",
   "metadata": {},
   "source": [
    "## Compute an excess and a significance map\n",
    "\n",
    "For the high-level analysis, Gammapy has the abstract base class `Estimators`. The gammapy.estimators submodule contains algorithms for, e.g., flux and significance estimation. It includes estimators for flux points (`FluxPointsEstimator`), correlated excess maps (`ExcessMapEstimator`), flux profiles (`FluxProfileEstimator`), and flux light curves (`LightCurveEstimator`), among others."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "cafdfd97-cba1-41f7-a152-19c2b9e528c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "estimator = ExcessMapEstimator(0.1 * u.deg, selection_optional=[], energy_edges=[0.4, 20]*u.TeV)\n",
    "maps = estimator.run(stacked)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "b05dd9f8-0e90-4d61-a95b-c1270beed790",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(\n",
    "    1, 2,\n",
    "    figsize=(12, 5),\n",
    "    subplot_kw={\"projection\": maps.sqrt_ts.geom.wcs},\n",
    "    constrained_layout=True,\n",
    ")\n",
    "\n",
    "maps.sqrt_ts.plot(ax=axes[0], add_cbar=True)\n",
    "axes[0].set_title(r\"$\\sqrt{TS}$\")\n",
    "\n",
    "maps.ts.plot(ax=axes[1], add_cbar=True)\n",
    "axes[1].set_title(\"TS\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcf9da21-1d42-4144-b42f-67dd404d4953",
   "metadata": {},
   "source": [
    "### To practice:\n",
    "\n",
    "You can also learn these methods:\n",
    "\n",
    "- Reflected regions background method (see https://docs.gammapy.org/2.1/user-guide/makers/reflected.html).\n",
    "- Ring background method (see https://docs.gammapy.org/2.1/user-guide/makers/ring.html).\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "279b170c-3231-46b0-b2be-d8f1aad227e1",
   "metadata": {},
   "source": [
    "## 1D Spectral Analysis "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06edabe7-845f-485a-8c13-dbc762aa06bd",
   "metadata": {},
   "source": [
    "Let's do a quick spectral analysis of the source. We first define the region of interest:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "69aa8820-6294-4057-87a9-596fd6e578c5",
   "metadata": {},
   "outputs": [],
   "source": [
    "on_region = CircleSkyRegion(\n",
    "    center=SkyCoord(347.34, -0.47, unit=\"deg\", frame=\"galactic\"),\n",
    "    radius=0.6 * u.deg,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c9b78ee-5dd3-48bc-94e9-e74647930275",
   "metadata": {},
   "source": [
    "We create a geometry using `RegionGeom`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "403c74cc-c131-4333-8608-9112d80c4163",
   "metadata": {},
   "outputs": [],
   "source": [
    "geom = RegionGeom(on_region, axes=[energy_axis], wcs=geom.wcs, binsz_wcs='0.05 deg')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "400b902a-6ca5-4cb6-8aa8-c22cac47b8d5",
   "metadata": {},
   "source": [
    "Create an empty `SpectrumDataset`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "767a2cc7-6ab1-45d0-b730-5bf07974532a",
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset_empty = SpectrumDataset.create(\n",
    "    geom=geom, \n",
    "    energy_axis_true=energy_axis_true\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9613a8c6-54f2-40d4-9852-1d56736fd39a",
   "metadata": {},
   "source": [
    "Create the `Maker` instance that we are going to need for the data reduction.\n",
    "\n",
    "`SpectrumDatasetMaker` will \"fill\" the dataset with reduces IRFs and counts.\n",
    "\n",
    "`ReflectedRegionsBackgroundMaker` will get the off counts from reflected regions.\n",
    "\n",
    "`SafeMaskMaker` will define the safe mask for each dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "6506c567-870b-4190-bb84-d9ffc66944d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# skydir = target_position.galactic\n",
    "# wcsgeom = WcsGeom.create(\n",
    "#     npix=(150, 150), binsz=0.05, skydir=skydir, proj=\"TAN\", frame=\"icrs\"\n",
    "# )\n",
    "# exclusion_mask = ~wcsgeom.region_mask([on_region])\n",
    "\n",
    "dataset_maker = SpectrumDatasetMaker(\n",
    "    containment_correction=True, selection=[\"counts\", \"exposure\", \"edisp\"]\n",
    ")\n",
    "bkg_maker = ReflectedRegionsBackgroundMaker(exclusion_mask=None)\n",
    "safe_mask_maker = SafeMaskMaker(methods=[\"aeff-max\"], aeff_percent=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3d55d3f-2923-4d0b-9c78-642a6cfaee9b",
   "metadata": {},
   "source": [
    "Now run the data reduction loop. The base object for a spectrum dataset for 1D on-off likelihood fitting is `SpectrumDatasetOnOff`. \n",
    "Sometimes, you may need to exclude first some bad runs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "fe7c832c-b7a7-40ee-aff2-66ba15694a98",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Observations\n",
      "Number of observations: 14\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20326 \n",
      " \ttstart            : 53112.06\n",
      "\ttstop             : 53112.08\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 10.9%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20327 \n",
      " \ttstart            : 53112.09\n",
      "\ttstop             : 53112.10\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.0%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20349 \n",
      " \ttstart            : 53113.10\n",
      "\ttstop             : 53113.12\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.1%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20350 \n",
      " \ttstart            : 53113.12\n",
      "\ttstop             : 53113.14\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 11.0%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20396 \n",
      " \ttstart            : 53115.10\n",
      "\ttstop             : 53115.12\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.9%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20397 \n",
      " \ttstart            : 53115.12\n",
      "\ttstop             : 53115.14\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.5%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20421 \n",
      " \ttstart            : 53116.09\n",
      "\ttstop             : 53116.11\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.8%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20422 \n",
      " \ttstart            : 53116.11\n",
      "\ttstop             : 53116.13\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.7%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20517 \n",
      " \ttstart            : 53119.04\n",
      "\ttstop             : 53119.06\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 10.4%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20518 \n",
      " \ttstart            : 53119.06\n",
      "\ttstop             : 53119.08\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -39.1 deg\n",
      "\n",
      "\tdeadtime fraction : 10.5%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20519 \n",
      " \ttstart            : 53119.09\n",
      "\ttstop             : 53119.11\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 258.4 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 10.2%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20521 \n",
      " \ttstart            : 53119.13\n",
      "\ttstop             : 53119.15\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 259.3 deg, -39.8 deg\n",
      "\n",
      "\tdeadtime fraction : 9.8%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20898 \n",
      " \ttstart            : 53146.93\n",
      "\ttstop             : 53146.95\n",
      "\tduration          : 1683.00 s\n",
      "\tpointing (icrs)   : 256.9 deg, -40.5 deg\n",
      "\n",
      "\tdeadtime fraction : 8.4%\n",
      "Observation\n",
      "\n",
      "\tobs id            : 20899 \n",
      " \ttstart            : 53146.95\n",
      "\ttstop             : 53146.97\n",
      "\tduration          : 1682.00 s\n",
      "\tpointing (icrs)   : 257.5 deg, -39.9 deg\n",
      "\n",
      "\tdeadtime fraction : 8.8%\n",
      "\n"
     ]
    }
   ],
   "source": [
    "bad_obs_ids = [20900]\n",
    "obs_ids_to_use = [i for i in selected_obs_table[\"OBS_ID\"] if i not in bad_obs_ids]\n",
    "\n",
    "observations = data_store.get_observations(obs_ids_to_use)\n",
    "print(observations)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "44144f7a-3bf6-4848-8b07-dc71f737d348",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Datasets\n",
      "--------\n",
      "\n",
      "Dataset 0: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20326\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 1: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20327\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 2: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20349\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 3: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20350\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 4: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20396\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 5: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20397\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 6: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20421\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 7: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20422\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 8: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20517\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 9: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20518\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 10: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20519\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 11: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20521\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 12: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20898\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "Dataset 13: \n",
      "\n",
      "  Type       : SpectrumDatasetOnOff\n",
      "  Name       : 20899\n",
      "  Instrument : HESS\n",
      "  Models     : \n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "datasets = Datasets()\n",
    "\n",
    "for obs, obs_id in zip(observations, observations.ids):\n",
    "    dataset = dataset_maker.run(dataset_empty.copy(name=obs_id), obs)\n",
    "    dataset_on_off = bkg_maker.run(dataset, obs)\n",
    "    dataset_on_off = safe_mask_maker.run(dataset_on_off, obs)\n",
    "    datasets.append(dataset_on_off)\n",
    "\n",
    "print(datasets)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00d51b60-29e5-467b-bc28-e42237a37239",
   "metadata": {},
   "source": [
    "We can get a cumulative info table for datasets:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "e726d2af-147f-4b90-b38b-d2959886ec53",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>Table length=14</i>\n",
       "<table id=\"table136563237796080\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>name</th><th>counts</th><th>excess</th><th>sqrt_ts</th><th>background</th><th>npred</th><th>npred_background</th><th>npred_signal</th><th>exposure_min</th><th>exposure_max</th><th>livetime</th><th>ontime</th><th>counts_rate</th><th>background_rate</th><th>excess_rate</th><th>n_bins</th><th>n_fit_bins</th><th>stat_type</th><th>stat_sum</th><th>counts_off</th><th>acceptance</th><th>acceptance_off</th><th>alpha</th></tr></thead>\n",
       "<thead><tr><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>m2 s</th><th>m2 s</th><th>s</th><th>s</th><th>1 / s</th><th>1 / s</th><th>1 / s</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
       "<thead><tr><th>str7</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>int64</th><th>str5</th><th>float64</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
       "<tr><td>stacked</td><td>1477</td><td>202.0</td><td>3.8523210758672923</td><td>1275.0</td><td>1376.0</td><td>1376.0</td><td>nan</td><td>2823155.75</td><td>426034592.0</td><td>1500.0090973600734</td><td>1682.9999999999993</td><td>0.9846606947914063</td><td>0.8499948448605572</td><td>0.13466584993084907</td><td>8</td><td>8</td><td>wstat</td><td>37.4154931048332</td><td>1275</td><td>8.0</td><td>8.0</td><td>1.0</td></tr>\n",
       "<tr><td>stacked</td><td>2787</td><td>305.0</td><td>4.202978195859713</td><td>2482.0</td><td>2634.5</td><td>2634.5</td><td>nan</td><td>9612140.0</td><td>839368192.0</td><td>2997.083039179447</td><td>3366.0000000000036</td><td>0.9299041646717389</td><td>0.8281385492340351</td><td>0.10176561543770375</td><td>8</td><td>8</td><td>wstat</td><td>55.63870118977243</td><td>2482</td><td>16.0</td><td>16.0</td><td>1.0</td></tr>\n",
       "<tr><td>stacked</td><td>4159</td><td>492.0</td><td>5.563375825814898</td><td>3667.0</td><td>3913.0</td><td>3913.0</td><td>nan</td><td>16415936.0</td><td>1252100736.0</td><td>4491.585450589662</td><td>5048.0000000000055</td><td>0.9259536628550615</td><td>0.8164155041330875</td><td>0.1095381587219741</td><td>8</td><td>8</td><td>wstat</td><td>94.17300160810007</td><td>3667</td><td>24.0</td><td>24.0</td><td>1.0</td></tr>\n",
       "<tr><td>stacked</td><td>5587</td><td>577.0</td><td>5.606498937413893</td><td>5010.0</td><td>5298.5</td><td>5298.5</td><td>nan</td><td>19347202.0</td><td>1676805120.0</td><td>5989.239929720767</td><td>6730.000000000007</td><td>0.9328395698885418</td><td>0.8365001333706094</td><td>0.09633943651793245</td><td>8</td><td>8</td><td>wstat</td><td>109.04607743912993</td><td>5010</td><td>32.0</td><td>32.0</td><td>1.0</td></tr>\n",
       "<tr><td>stacked</td><td>7054</td><td>853.0</td><td>7.411553389080793</td><td>6201.0</td><td>6627.5</td><td>6627.5</td><td>nan</td><td>25774734.0</td><td>2092215296.0</td><td>7488.240902796398</td><td>8413.000000000011</td><td>0.9420102920788466</td><td>0.8280983585456375</td><td>0.11391193353320897</td><td>8</td><td>8</td><td>wstat</td><td>160.1920188535729</td><td>6201</td><td>40.0</td><td>40.0</td><td>1.0</td></tr>\n",
       "<tr><td>stacked</td><td>8440</td><td>915.0</td><td>7.53661711368017</td><td>7525.0</td><td>7943.3367232325345</td><td>7943.3367232325345</td><td>nan</td><td>27436944.0</td><td>2522493440.0</td><td>8993.412239596255</td><td>10095.00000000001</td><td>0.9384647089611118</td><td>0.8367235704896169</td><td>0.10174113847149494</td><td>8</td><td>8</td><td>wstat</td><td>170.24676157989336</td><td>8849</td><td>48.0</td><td>56.44544982910156</td><td>0.8503785729408264</td></tr>\n",
       "<tr><td>stacked</td><td>9839</td><td>1041.0</td><td>8.112768030393763</td><td>8798.0</td><td>9250.25649747415</td><td>9250.25649747415</td><td>nan</td><td>33774064.0</td><td>2937991168.0</td><td>10494.478251762695</td><td>11778.00000000001</td><td>0.9375406536620724</td><td>0.83834563176328</td><td>0.09919502189879228</td><td>8</td><td>8</td><td>wstat</td><td>209.37809163909628</td><td>11395</td><td>56.0</td><td>72.53012084960938</td><td>0.7720929980278015</td></tr>\n",
       "<tr><td>stacked</td><td>11372</td><td>1216.9990234375</td><td>8.763937833584414</td><td>10155.0009765625</td><td>10693.046677097493</td><td>10693.046677097493</td><td>nan</td><td>35133912.0</td><td>3369452288.0</td><td>11997.819687850784</td><td>13461.000000000015</td><td>0.9478388820525032</td><td>0.8464038667663628</td><td>0.10143501528614035</td><td>8</td><td>8</td><td>wstat</td><td>243.28125780131506</td><td>12752</td><td>64.0</td><td>80.36710357666016</td><td>0.7963457703590393</td></tr>\n",
       "<tr><td>stacked</td><td>12730</td><td>1392.0</td><td>9.434342496910292</td><td>11338.0</td><td>11961.463179137567</td><td>11961.463179137567</td><td>nan</td><td>37537068.0</td><td>3798800384.0</td><td>13505.806204825649</td><td>15144.000000000015</td><td>0.9425575790841385</td><td>0.8394907958881352</td><td>0.10306678319600321</td><td>8</td><td>8</td><td>wstat</td><td>265.01551873953133</td><td>13935</td><td>72.0</td><td>88.4917984008789</td><td>0.8136347532272339</td></tr>\n",
       "<tr><td>stacked</td><td>14074</td><td>1651.9990234375</td><td>10.632228027953182</td><td>12422.0009765625</td><td>13168.621260032203</td><td>13168.621260032203</td><td>nan</td><td>44238984.0</td><td>4215527680.0</td><td>15012.005243226893</td><td>16826.00000000001</td><td>0.9375163258985603</td><td>0.827471132290408</td><td>0.11004519360815224</td><td>8</td><td>8</td><td>wstat</td><td>299.434346717489</td><td>15019</td><td>80.0</td><td>96.72515869140625</td><td>0.8270857334136963</td></tr>\n",
       "<tr><td>stacked</td><td>15349</td><td>1830.4990234375</td><td>11.42114710013169</td><td>13518.5009765625</td><td>14322.440145994002</td><td>14322.440145994002</td><td>nan</td><td>50588472.0</td><td>4633550848.0</td><td>16521.931600078944</td><td>18508.000000000007</td><td>0.9290075985986203</td><td>0.8182155273235671</td><td>0.1107920712750532</td><td>8</td><td>8</td><td>wstat</td><td>336.1682140212554</td><td>17212</td><td>88.0</td><td>112.0431900024414</td><td>0.7854114174842834</td></tr>\n",
       "<tr><td>stacked</td><td>16641</td><td>1974.4990234375</td><td>11.784440172008813</td><td>14666.5009765625</td><td>15542.868333203987</td><td>15542.868333203987</td><td>nan</td><td>50588472.0</td><td>5101155840.0</td><td>18040.06053927541</td><td>20191.0</td><td>0.9224470152841513</td><td>0.8129962172040243</td><td>0.10945079808012699</td><td>8</td><td>8</td><td>wstat</td><td>345.48937182817826</td><td>18360</td><td>96.0</td><td>120.1759033203125</td><td>0.7988290190696716</td></tr>\n",
       "<tr><td>stacked</td><td>17653</td><td>2200.900390625</td><td>13.177647845645103</td><td>15452.099609375</td><td>16341.483682630897</td><td>16341.483682630897</td><td>nan</td><td>50588472.0</td><td>5522130944.0</td><td>19580.87228114158</td><td>21873.999999999993</td><td>0.9015430848298663</td><td>0.7891425564456075</td><td>0.11240052838425878</td><td>8</td><td>8</td><td>wstat</td><td>420.7622413262693</td><td>22288</td><td>104.0</td><td>150.00888061523438</td><td>0.6932923197746277</td></tr>\n",
       "<tr><td>stacked</td><td>18989</td><td>2472.400390625</td><td>14.36961839734109</td><td>16516.599609375</td><td>17502.046107515038</td><td>17502.046107515038</td><td>nan</td><td>50588472.0</td><td>5979793408.0</td><td>21115.624448381364</td><td>23555.99999999999</td><td>0.8992866891727475</td><td>0.7821980188059792</td><td>0.11708867036676833</td><td>8</td><td>8</td><td>wstat</td><td>471.33187512121185</td><td>24417</td><td>112.0</td><td>165.5730743408203</td><td>0.6764385104179382</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=14>\n",
       "  name  counts      excess     ...   acceptance_off         alpha       \n",
       "                               ...                                      \n",
       "  str7  int64      float64     ...      float64            float64      \n",
       "------- ------ --------------- ... ------------------ ------------------\n",
       "stacked   1477           202.0 ...                8.0                1.0\n",
       "stacked   2787           305.0 ...               16.0                1.0\n",
       "stacked   4159           492.0 ...               24.0                1.0\n",
       "stacked   5587           577.0 ...               32.0                1.0\n",
       "stacked   7054           853.0 ...               40.0                1.0\n",
       "stacked   8440           915.0 ...  56.44544982910156 0.8503785729408264\n",
       "stacked   9839          1041.0 ...  72.53012084960938 0.7720929980278015\n",
       "stacked  11372 1216.9990234375 ...  80.36710357666016 0.7963457703590393\n",
       "stacked  12730          1392.0 ...   88.4917984008789 0.8136347532272339\n",
       "stacked  14074 1651.9990234375 ...  96.72515869140625 0.8270857334136963\n",
       "stacked  15349 1830.4990234375 ...  112.0431900024414 0.7854114174842834\n",
       "stacked  16641 1974.4990234375 ...  120.1759033203125 0.7988290190696716\n",
       "stacked  17653  2200.900390625 ... 150.00888061523438 0.6932923197746277\n",
       "stacked  18989  2472.400390625 ...  165.5730743408203 0.6764385104179382"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "info_table = datasets.info_table(cumulative=True)\n",
    "info_table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53cb0063-903f-4958-9e70-665a4e0b66fc",
   "metadata": {},
   "source": [
    "Plot the resulting reflected regions:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "851c5a01-5706-4593-8d3b-0e0c38ff8b7d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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t2Yuk3buRtGsXdJo2heXsWdBtkp96UJOwizrbzHXM+SNRfMI7CwZibvRhUOwcSLL8CKIKCYlKwKmnYbiTkIwXMilyhECuQIA8gQAyFhQgk/FNSyaDHYRoamSIHnUdUc/Botaru+hrFRW/1PPnEbVoEV+nM586FcYjhkPDzKxGx6VpZQWLTz6G+UcfIvX8BcT//jvCxoyF6YQJsPjsUwi1tWt0PBKZBGY6NTsHyuj69Pt3DVmRIfEjiAqSlJ6JHbf8udAFC6R4qauDVG0dZrpAy0gP5ukZEEulXOx0pEz6mBACOQIB0kQiBOrq4KSGCMufRUL/yTPYZGTCTSbggvhui7qwMK6cO7G84icWiQusvejly5Fy+Aj0O3eG9TffQNPKErWJQFMThr16wqBbVyRs2YLYX37la442y7+tMSuQte1h4sfWRom3B72wQuCKXPpNcUdGEArKNf9w/Pz4GW4Z6SNbU4sLnVVaOhqnZaKBVIAurrZo42EHDY3Sgz4kEgnuPIvC+eBIPErPxHMNIS7o6XJBXHnHD82SUvBpXVd0beBS7efE1tkEEBSx9my+/w5GgwYpVMSlQEMDZu+/D/0uXfBy3vwatQLlPeu0RTVrbSob5jrmPOglMy8TBlq1H6hUEiR+BFEGsnPzsO7CA+xOS0WIsTHERvpomZyGD+o4o6uX01uFrjhEIhFae9rzrbAgXvWPwAa/YNww1MfouGQ4HriIodo6+LRLE+hpa1XL96Uj1UCLP24i4sYe6HfqBOslS2rd2isNsZsbnLdvQ/zmzYj71wq0+3kNtOvUqbbPzJJk8Ucq+l068psD5k0wAIkfQSita3POyVu4oCvmLk0rkQiT0jIxu0tjmBjoVvnnMUHs5OXEt5T0LKy+eB+HBQKs0Rbj94v30D4tEyu7t6xSlyhLRB/xeyBsn6fA5rvvYDRYsay90qxA8w8+gEGXLoj8YibC3hsHx983Qqdhw2r5PHnHAhK/0tESaRWInyJDIUsEUQK7bzxF2wt3cdTYEG5pGVirK8bDQR2xfGDbahG+1zHU08aifm1wd3An/GGoi3qp6ThrbIh21x9i8+VHVfIZbH0vbNIkWIen4uC0BjAeMlgphK8wYnd3OP3zN7cGwydMRPrNW9XyOSxxm0HiVzry5HZFb29E4kcQxVh7o/acx/TMLGhKpdhkaoiTI7pheKt6tTZX/ZvVwdER3bDTzgIGObmYJ5Fi8J7ziE1Kr1Q5svBJk3ne3q35/XDNMr9djzIiMjSE4x+/81SIFx9+iPRbt6v8M9Jz8ueaoj3LdpMgtwAVFRI/gijG2rtsaoS+icm41bsNejdxV5g56lDPEbf6t8fwxGT4mFTcCpRmZuLF1KnIiYiA419bYNe8IyLTIguCOpQRoa4u7H/7H3RbtEDE1KnIfPy4So//Iu0Ff7Q3+G+NlngTubtTHj2sqJD4EQQLZsjJfc3aM8KfwzpDW0vx6hOy4Jq1Qzthh51lESuQrRGWBVleHiKmT0eW31M4btzAq6bIy3WxMmfKjFBLC/a//gJxnTp48f4HyH72rMqOHZaSX7vUUNOwyo6pimST+FUPly9fxoABA2Brm18B/uDBg0Wej46ORp8+ffjz06ZNg1QqraaREKoCE42eR67gsqkx+iQonrX3NitwRFIK7pgaocepG2Vyg8b/8QfSr17jIqHTuPEb/eqUHWYBOmxYD5GFOSJnzoIsJ6dKxS8mM6ZKjqeqxGTEcKtPV6P618XVyvJLT09Ho0aNsHbt2mKfX7BgAVq0aIETJ04gNDQUO3bsqPExEsrDq8Q09Dh9E8FGRpgjkWLTcMW09kqzAn8d0hFLNTTx0sAAPS/5IOxVYomvzwoIROz/fsvPlWvXrth+daqAyMgIditWIDs4GHHr11fJMQMTA2GgaaAyc1RdsPlhNT5FwvKn/9QkSid+zKpbtmwZhg4dWuzzSUlJ8PLyQoMGDeDi4oLkZOVdwyCqF2Yl9bl0Fy/19bBMSxMzeipvc9JJnRpitaEeEnR00P/Wk2IFUJabi6h586Dl5AjzTz5W2rJUZYW1VTL/6CPEbdjIu0ZURb9DV+P8upVEybD5qWdWe8FhKit+b2Pu3Ln47LPPIBaLcf/+fYwbN662h0QoqKuz//nbiNXTw0p9PUzsWD25YTUJi0bdYGGKFG0xBt989IYLNP7PP5EVEMALU7O1seLEjwW9JGQlQFVgNUHFHh6Imv9VpdyfT+Ke8MdmVs3gn+APqYyWU4ojPTcdz5Ofw8vMC4qOyolf8+bNERkZiRcvXuD69evQ13+zUj2h3rDglgEnryPCyBCLtDTxThvVaUzK1ipXGBggTlePi7s8CKbA3Tl5MnQaNCj2va1sWvGWPcdDjkNVYP0Gbb9bXmn357GQY3A2dEZrm9bIyMtAaEpolY5TVfBP8IcMMqXod6hy4sfQ0NCAtbX1W1+XlpaG8PDwgo0JJqH6TDl8FYEmxpgpkeH9To2gaoxsU4+LOhP3icev8+jO0tydhWsydnfqjl0Bu3itT1Whsu5P5vI8G3YW73i+U3BRJ9dn8bB5YcEubsZuqG3Y9bzw9Z1d71Ve/MrKrFmz4OTkVLB5e3vX9pCIaubY3Wc4bWKELvFJ+EKJ1/jeBhP1AUlpuGZmgmO//IksPz/Yfvttse7OwrALPLNqbkVXT5WU2nR/ark4I+7X4gPlSmNf4D7enWCg+0De0cHBwIHE7y3BLorQzYFdzwtf32fPnl3kebUWv1WrVnEXqXzz9/ev7SER1Uh6Vg7mRkbBJCMD6/u2Vfm5/nlgO9ikpiDr7HFoNm0GnUZvt3LZmpa7sTt2+e+CKsHcn6bjxyPt0iXkRESW+X2sLc+ewD3o59oPhlr5+X1NLJvgSsQVlbKOq4JcSS6uv7yORpaK4U1h1/PC1/effvpJucWPma4PHjzgG+P58+f8Z2bWlhddXV2eDyjfbGxsqmHEhKIw7eg1xOnrYamVOa+bqeqINTXwi6YMXiGB+Nu9bBckljvLrL8LLy4gOj0aqoRRv34Q6uvzjvBl5dKLS3iV8YrPiZyhHkNV0jquLGfDz/JgqWEeitHBnV3PC1/f2fVeqcXPx8cHTZo04Rvjiy++4D8vXLiwtodGKDBH7wbizL/uzqEt60Jd8PC5jHR9Q/zZvjP+vlq2cl8D3AbwdZu9gXuhSrDkd6Mhg5G0dy+kZYz83BmwE40sGhUJ3W9q2VQlrePKstN/J1pYt1CI9b6yoHTi17lzZ+5ueH3bsmVLbQ+NUGB357zIV2rj7pQjSUtH8sFDsBvzLiwyM/BtcgriUzLe+j5W6YUJ4O6A3UjMKjlhXhkxGfUuJImJSD116q2vfRj7EDejbhax+uTW8SjPUSppHVemAMC9mHtvzJUio3TiRxDlZfGpW4jT18cSKzO1cHfKST58CNLsbJi/Owqr3JyQqq2NuWfK1u3go4YfQSKT4Lvb30GVELu6QLdNayRu3/HW+pRfX/sa3mbe6OPS543n+7v1V0nruKIwK9hCxwJdHbtCWSDxI1Qa1hn9hBBwS0zCsJaKX3WiKknauQsGXbtA09oaXbyd4Z2QjIs6Wrwr/duw0LXA3JZzceL5CZwLOwdVwuTdd5F5/z5P+C+J/93/HyJSI7Cs/bJiIxfl1vG+oH080EOdSctJw5GQIxheZ3hBLz9lgMSPUGl23HiKOH0DvGtsBHUiLzER2YGBMOjVu2DfZHsbpOroYt3Fh2U6Rn/X/ujs0BlLbi5RKfcn6/zOoj8zbt0q0d35l99fmNZ4WqnrV8zFx3IAT4aehDpz4NkB3rhWUQJdygqJH6HSbI6OgVFGOj5SwWT20sh6kp/MrdPgv9zVYS3rwDI1BbtTU8p0DLa2tbD1Qh7ur0ruT4GmJsR16yKrmIR3ubuzvml9TPCaUOpxPEw80MWhC37y+QlJWcrbCLgyRKVF4X8P/ofB7oNhpWcFZYLEj1BZ/CPi8NTEGF2z83j3A3WCXdiFBgbQdHQs2CcSidAXQoQYG+O6f9mqGamq+1Pbq36x1V7e5u58na9bf40caY5K3RyUFRZouOj6Iuhr6mNm85lQNkj8CJVlxa0nEMhkmNNW+YtWl5cs3yfQrl+fW2+Fmd25KbTycvHz46AyH0vu/lx8YzEvWqwK6Hh5ISc4BNL0/4p/Xwi/UCZ35+s3B/NazsPx58dxLlx1bg7Kwv6g/bgRdQOL2iyCgZYBlA0SP0IlYUEdl3TFaJCYDBdrE6gbzKrR9nqzsr6ZoS5aJKfhlqE+ktIzy3QsJqBL2y6FmbYZPjzzIXd1KTvarJShTIasf6s63Y66jVmXZqGbYzdM9JpYrmPxmwP7zlh6Y6nauD+j0qKwwmcFhrgPQQf7DlBGSPwIleTMoxCkaetguKUZ1A0W7JL3Moq79opjvIs9srS0cOBu2a0/Y21jbOixASKBiAsgC/RQZsRubjzohbmHH8c+xqfnP0Vz6+b4vsP35W7CytdG2yxErjRXLdyfMpmMewGYu3N2i6L1MpUJEj9CJbkaGcPv7Ac0VI5qE9US7FKM5cfo2dAFGpI83I4rXwQnC2j4vefvyMjNwMSTE5XaApQHvUT4XMYHZz6Ap6knVndeDS1R6YW/37Y2ytyfbH1UldkZsJPX8FzcdvFb3Z1MKFkqCPubYY+KVA+19ktvE0Q14JedAxMhYGWifv0c817lVx3RdHAo9nltLU1YpKcjUCop97FZR4MtvbdwwRh3chw29tgIFyMXKCNJZmKEBNyAd/82+KXLL9DVLFr7sbww9+fVyKv46upXMBYbo41tG6gap0NP4/vb32NsvbFob9e+YH98Zjzv6CDfniY8RVJ2ErLysnh/PzlCgZAXBzARm/CScaxFlHwz1Tat0XMh8SNUknAtDdhlVbxztzLDqrowy0YgKtl955iThwDdilW7cTB0wF+9/8JHZz7C+BPj8U3bb9DFsQuUBYlUgr/9/kZGwj3UExrgf93+xy/IlYW5P5e1W4aUnBRMvzCd3xg0tmwMVeFa5DV8eeVLXvFmovdEbHmyBfdj7sMvwa+gzBuzBFmaSG/n3twaZvOqraHNk99ZLiBLJWFbTEYMnsY/5cdIzU3l77XRs+EiyLpmsBsJM53qXbIg8SNUspZnrJ4e2qYUbV6pLsiysiHQLl3YvMQ6uKWjg5fxKbA1y2/VU14X6Obem7Hg2gJ8duEzfrFibj/W706RCUkO4Xl8bJ3vB/M6cMqWVYnwydEUaWJV51WYcmYKpp2dht+6/6YSAngt8hpmXJjBy73lSfLQa18vaAg0ePsiJoZMtLxMvWBvYP9GhHFpMDfoi9QXRazGX+//ijX31qCnU0+MqjsKjS0al+uYZYXEj1A5LviGQiISoZVFzbpRFAVZbg4P5iiN9g6W2JSUhlO+oZjYsWKpICbaJljbdS0OBx/GD7d/4EWgWVK8IlqBcmuPXVht9G3wV5+/YBt1Gmkhl6r8s3Q0dLg1+cn5T3hw0JrOa9DWTnkLqh8OPsxvGLRF2ngQ+wDOhs74otkXGOiW39y3MjBRczR05Ftvl/xqRMnZyTj07BB2BezCuBPjUMekDq+mw26wKuuaLgwFvBAqG+zS21s516IqDXN35pVev7Orl1OFgl6Ku3gNch+EA4MO8Lt/ZgXOuzKPX8AUydpj65Or7q7ilsSeAXu4a00mkUCgUT33//pa+ljffT2aWzXHx+c/xpHgI1A2svKyuGubrWFKZVK0smnFA54ODz6M9+q/V21WPjvuOK9xODLkCI8wtte3x7e3vkXXPV2x9v5a7j6tCsjyI1SOsOwc6GuK1DLYhSEUi9/ar44FvRhnZiJC8vYi12V1gxa2Am+8vIF3676LYXWGwVzHHLXBs8Rn3HpgtSet9ay5tcdET44sK+ut7uHKwNa6fu7yM6+CMv/qfN4C6atWX1X7WlZVcDH8IuZcmYPMvEx+U8MiYW31bWt0DCw4pq1tW76xNcXt/tvx55M/eTEBtrbqZe5VueNX2UgJQkHIZmsvkvJHMqoKAi0xv7C/LaxcUypFVfYjKGwFsoow7ELVY08PzL40Gz7RPjUS5s7C6VmhaZaKMeTwEJwJO4NJ3pMKrL3CyHKyIRBXLLWhPGuA37b/Fis6rsCd6DsYcmgIToW+vZdgbVp7U89MxacXPuV5i0ysd/XfVePC9zrs5oW5Wnf228mDZ8YcH4Nf7v1SKStQIFOkxItaJiUlBUZGRkhOToahYfmDAAjFoP+ecwgXa+LRwI5QR5KPHcPLmbNQ5+YNiIyNS3xdywMXoS+R4vzw6unBxqIeDz87zK2v0JRQ3v2crd30c+1X5eWwWM4hay/ENpaA38yqGW84yyq2MAGSkxXxCPE+/yAt3g/SvRE8DD9voC5TbggFmhAJtCAUacPAshHMWrwHsbVnlY2RpQMw9x0T5B5OPRTOCrxY2NozrY/1PdbzdV1Fg4nyn4//xIZHG/j6I6vD6mXmVe7rOIlfIUj8VINee84jVlOEe4M7QR3JDg5GSL/+cNy8CXptSs41a7f/AgQy4Oqw6g1QYffXt6Jv8YanzPXH1o+cjZzz87tM83O8WM4X65FXFpi4FY4OZNurjFfQ1dDlPfaYwLKOC3KhS3rlgzRBNDJNsyGRx0DlAVZfaSKzuRTp3fK9BDKNfzcW/PlvlohGnAA6iWIYCGxgZNO60oLI5oJZfkwEBRBgRrMZ6OvSl7tIa7Mf35zLc3Al8gqP4Pyy5Zd8bVTRCUgI4IE4rIv8J00+wWTvydz7QOJXAUj8VIPee87hlZYG7g9ST/FjgRwBLVrCYtpUmL3/fomva7v/AjRkMlweVnPdt9naDVsP5KKV4McvYCzviwmBk6ETXI1coaOpw9MP2MaEUp4bxi7S7ELHhK4gp6xQknQHuw4QZ2ch/ODniJLcRJZDvqgJsgDxKxH0soxgaFAPpp79oGvbDsHdesDu119g2KNHkTFKczKRfG83EgNPIjk9CBm6Kci2lOSLIovmDBXBVrczHAavgkhbv8JWICuFxoSQBXiwGpkj64zkOZQ1uSa6M2Ant5ZZ2ypPE09s7LmxxpPNK2sFrnuwDr8//p0H4cxuPhupqalk+ZUXEj/VYMCecwgVa+HxQOUsuFsVhI4ZCw1LC9ivXl3ia1ocuAhDiRTnqsntWRbYRTc4KbjAgmM5X3Kxy5JkQQghxBpiHmbPrCPWbYHnlJl58ShAef5X6uPjeH5tGeJtXkFqAOiEiWAlbAKz+kNh2HgIhJpF1/ZSz19AxLRpcD9/Dpq2b1/Pkgti/NPDeCV8hCwHKURJgHmsHZy7fgt9j4r9rYWnhGN3wG4elMPcxO3s2nF3LRPy8tYYLatYnA8/z13RbA2S3WCwuf6syWf4oOEHUFZ2+u/k1jTrK/i51+cwMzF7q9uToj0JlUMLAuQJqz4pVplgRa3TLpaew8bmSLNqgj0rDOuZx+pqsm2Ix5ByvVcqkSDy8FxExB1FuksOBA6ASbgxnJvMgMnE90p9b9aTJxCZmEDDxqZMnyXU0oFJ6/F8c2eu18vrEPZqA2KcI/EqdAIMLmjD0W4ErPstLtc5sPy2WS1mcbcdC9RhrmFWZJtVO2FRjnKrluW6VaTuKFu/Y9a1/Obi2strBWuiTSyb4FHMI/zQ4Qf0de0LZYa5aVl6yYKrC5CVllWm95D4ESoHWz3Jrqb8LWWBFbVO3Po3JCkpEJVw95stEkEbyhkVmxF0DY8uvo90txxoZQjg+KIhnAashlY/5zK9P+vflk8VrRxi3nEq37KjAxB69Au8MgyAr87feLFhLxr02w5t+/IVDmBWLbNa2PYk7gkOBB3Aw9iHOPjsICQyCV+LY+uYcjFk6SPMamOCyKIfmUUnt5hfpb8qcCuHJIXkv1+owQW0l3Mv7mLdE7iHW5w/dvqRlyJTBVgSPHOfzzk9p0yvV+8rBKGS1NHVwTmxNkKiEuBqozzrF1Xer45d5P38oNe69RvPs15+STq6cM1TrmBvZu2Fbh+PUOMbEFgCbjHd4DhqHYSl1DEtjkw/XxgPG1bp8bDgF8/3j8GDjWvbWITa3cYNnyFwu9YTju+sq9Axvc29+SZPPWDrnHLLjQkjq36SJyvZZJcLXSOLRjzXkrmIPYw9CqJe//fgf9ztyZrQqorwyWGRxDHNYzAJk976WhI/QuXo7GyLdTGJOPU0DFPVVPy0nJ0h1NdH+s2bxYrf6UehkAqFaG1VOwnolbX2DIK00aD339Bxalru42SHhEASGwedBg2qbGxMfF3H7YBlwCU8ufIRglxP49UG7wpZga9bhA0tGvJNDsttS89Nz18XzcviVh+zAOVBQsz9x6zB4mDrfOsfrudrfMPrDIcqwgorkPgRakk7T3tovYyBT0o61BXW0cFwQH8k7dsHi48/5l0eCnPzVRyEBnro2bBsbkJFs/acP9pY4eMl7tzJ1/v0OlR9QJS+Zye0dPetMiuwOJjQVWT9j/XUY6kBTS2bYnKDyVB3qMILoXJoaIhglZaOZ5BCnTEZ9S63cFLPnXvjOb/cHJilp8NYTweKLnyPN7bFc7sb0H+pjdaN98B5VMWFT5qRgeQDB2E8fDiEbyn+XVkrsKXHJujEaSLI4jR8N9ReRK2c1XdX8xSLpe2W8tJh6g7NAKGSOOdJ8VJXsS/s1Y22Zx3oNG+GxO073nguQlsL9tmK3e+QpRfc39gMcZ5xsAv2QMuPfCvk5ny9+o00LQ3G77yD6oZbgRN9YRlog2iPMDxc14qLeW3A3J0sp48l1bMIU4LEj1BRvHV1kKqtw4Ne1BnT0aORcfs2sp89KxLskqCrh3qv5b4pmvDd3dwCSR6pcHrRDHU/OFnpY7LqKuxGQL9TJ2jZ26EmYFZggylXuXgzEX+wsXmNC2BhdycLgCEqYfklJSXhjz/+wLx585CQkH9xuXfvHiIjIytyOIKocro45ycuH3gcrNaza9C9O0Tm5kjcsbNg36F7zxQ62IWJw71NrZHimgm32M5wH7+7So6b9fAhsp8+hcnomhcAJt5OYY2R6JnC3bg1KYCsMSy5O6tA/B49eoQ6derghx9+wMqVK7kQMg4cOMDFkCAUgXZ17WGelooDqerZzV0Oa2prPGI4kg8ehCQtfy62RcfAIDMDg5p7QDHX+NoguU4anKNawPndP6vs2Anbt0PT3h567dujNnCfuA92IXW4Bfj0j+418pkxGTE8n29q46nk7qys+H3xxReYMGECgoKCoF2oF1afPn1w+fLl8h6OIKoFkUiEXhIBgk2McSdIvT0SJu+8A5lUithVq7kb2NfUGJ0zcyDWVLxMp+C/hiHOMx72IXXhNu4/a7WyZNy7h5QjR2E6fjwEwtoLdaj7/glYBdkh2iMcodvfnotWWfYF7uORoSPqjKj2z1I2yv1XcOfOHXz00Udv7Lezs0N0dHRVjYsgKs2cTo15t/LVDwLUejY1ra1h+cUXSNy+Hdv+2QuW1j6ndX4StSKR8ugoXlg/hnGAAU8cryqkmZmImjcfOo0a1YrL83Xqv38B+s/EeK5/CRkht6vtc1j+397AvbzySVW3kFJL8WPWHisA/ToBAQGwsLCoqnERRKVhndybJaXihqEeUtLLVu9PVTEZMxo6zZuj/YG/0ST6FTzsFGu9T5qbgyc+X0CYCXgP3VOlx45d8zNyo6Jgs3w5z3+sbXgQTPct/OfHZydU2/rfxRcXEZMZw1s8EVUgfoMGDcKSJUuQm5vfA5rVxgsPD8fcuXMxrArKBRFEVTKtjjMytcRYffG+Wk8sc/Wd6z8aRmmp+PLaGSgaz7YOR6azBHVEIyC28qhSd2fC1q2wmD4dYleXMr1HlpcHaXo68hITeW1UaXZ2lXeh13VtCZe0Tkhzz0b4rpLbTlUGViSbFa9mRcOJKmhmy6y+vn37wtfXl/dNsrW15e7ONm3a4Pjx49DTK1tDSkWEWhqpJqx1j1QgwF01bW4rp/2+82hz+womHdoJx7/+gl6rllAUd6dPxHQYhxmg6dQHVerufD54CK/m4rTtnzesPklSEq99munriyxfP97pIZct3eQVXzeTlYsTe3ryjhk63t68MDYrI1cZa/L2Ri+kW2ehlfcOLohVBStoPejQIHzf4Xte71KdSCljJ/dyr3izg129ehXnz5/n6Q1SqRRNmzZF9+41E71EEOVluI4OVovFWHXaB1/0bK6WE/jXlcd4ZmKC9m26QDfyGaK++gouBw9ApF+xZqxV7u40Aryq2N0Zs3o1d3far1vHBUqSlo6Uo0d5vVMudBER/HVCPT1o16vH00I0HR0g1NaBQKwFoVgMmUQKWXYWpFlZkCQlI9v/KdIuXeIdMxgCXV3+XlYn1GjgAGjXr1+uMXp334xbT97l7s8Wkx+Xu0B3SewN2sub0vZwKtqol6iE5afKkOWnmkgkEnQ4dBnRujq40MQTTlYmUCdik9LR/vpD6OXk4ka/dhBEvcTzYcOhXbcuHH7fCGGhqO2aJuTv0Xhudwv1UkbAdvD3VXbchL//watvv4XV/HnQa9OG5zkmHzrErUHdpk151wtmueVbb07ljgBl7lBmNbLWSGzL8LmLvJiYgqAag969uXiWBRb1GWx9CZ4J/WE//GdUBSOPjOTuTlbKTN1IKaPlVybx++WXX8r8wZ999hmUFRI/1eXh81cY8CwcdZNScHpEN6gTQ/acwx0TI2y3sUBHL6eCtbDwSZN5xwf7X395o/B1TXH1bw+IcoRoM7nqInKTDh5E1Nx50O/SGZLUNGT6+PBEf5ORI2A8ciSPfq1q2Dph2sWLvIJM+vXrEBkbw3j4MBiPGgUte/sanQfW9aHV9laY02KOWlZ0SalK8XNxKbpQHBsbi4yMDBgbG/PfWaK7rq4uLC0tERISAmWFxE+1mX/4OjYZ6GJObp7auD//uvwYX0okGJaYjP8NLbrmmXblKl5MmwaDbt1gt+LHGhfAmHM/4bHgN3jE94HjiLVVcszkY8fxcvZsCLQ0IcvKhm6LFvmWWLduPOG/Jsh+/hxJO3ch6cABSFNTuTvVasFX0LSyKvE9wX+9g1AHHzQ3/gFGTSvXasg3zhejjo3Ctr7birRCUhdSyih+ZbL1nz9/XrB9++23aNy4MZ4+fcpLm7GN/czW/ZYuVT8Tm1AelvZrBbfERKyV5iHsVSLUwd25PC0VtsnJWDWg3RvP63doD7tVP/GuDy8++YS7BGuS8KC/IEoE7AetqJLjxW38HS9nzgSkUhj07AnXI4fh9PdWGPbpU2PCxxC7uMBq3lx4XLoI6yXfIPPBA4T0H4CkAwdLjBp1HLwGwnTg+a0fK/35vvG+EAlEvKEtUYWpDl9//TV+/fVXeHr+Fz7Lfl69ejUWLFhQ3sMRRI1WffmtSX3kiUR4/7Lqpz58eOYm0rW0sMbDucRqLoY9esBh3Tpk3L6DFx98yNeyaoKsiEdIdk6HRZwjhFqV677Bgu5efPYZYletgkBHB/br18Huxx8h9qjd8m1CHR2YjBjBRdigaxdEzZuHiClTkfvq1Ruv1TSygWmEGRLs45GbHFWpz2Ud392M3XgjXKIKxS8qKqogx+/1oIJXxXypBKFINHKxwrisXDw2N8XU/Zegqnx5+CpumJthcEp6wTpfSei3bwfHTX8iKzAQIQMGIq0GyhQ+PzELEAAuPX6o1HEyHz7Es3btkXb6DMR1PeF+8QIMOneGIsHW/2x/+AH2v/2GTD/fEq1A59ZzIdMDwg5Or7T41TcrX9SpOlJu8evWrRs++OAD+Pj4FHx57GdW8ozSHQhlYNmAtugal4ADJkZcJFSN5cdvYau+HtwCg/C/YZ15IYq3bXpNm6Lz/XvcWnrx4Ud4+dVX1WYFsvSGGKMQGIbqVDi3jV17opctQ+g7oyBJTob5J5/A9eBBaBgZQVFh1p/bkSP/WYGffMqb68oxajIUus81EC28X6lgl6CkIBK/6hC/TZs28TqeLVu25KXOxGIxWrVqBRsbG97miCCUgb+HdkLLuAQuEkuO3YQyU1jEWk74AmvFmnAKf4EbU0eV6zjReXlw+vMPLIiOQsTuPbjcpCk6VkMeYPzVdcgzl8HObkiF3s/chix5PfGfbdCwtYXb6VOw+ORjKAMFVuD/1iL9xg2Ev/9BkZsMG90OyLaTIuXR4QodPyk7CXnSPNjp10y/QrUSP1a/k1Vy8ff3x549e7B7924e8ML2sWhPglCW9b/9QzqhYXwi1umIMefQNSgLr1ttctp8shAR742FXXQ07k55BzKZtELH35+cjEGhzxGUk40N9g741sYGZhoab3xeRUl8fh6QABYdppXrfbLcXCTu2YPgnr2QHRDAWxO5nzldplQCRYNFnzpt2Yyc4GCEjZ+AvLg4vt+y5WT+mPDkYIWOmy3J5o9iUdlyDNWZCvc0YT392EYQyoqGhgjHhnTC0AOXsNXcFCn7LmH9MOUsgdb+yx8R1LM7XMLC4TN1FPKyK1fIm1mBH0VEYKiREb60sMQAQyOcSk3BjqQk7nKsjAimZodBK1bAgzzKQu6rGCTt2YOk3bt5IjnDeMwYWC/4qkrEuLbQadgQjn9vxYvJ7yN84iQemarr1gaih0BKsl+FjpmdR+JXbeI3adKkt7pFCUKZBPDA0E54b/8lHDQ3ReDe89jYthHcbc2gSJR0kTe0sofXsp8R5OYK94BAXJ/2boUtvpKswHOpqRhsZIRRxibo72iEgy6u2JGUiJ2Rkbw0WHnJMEiDTopuqa9hAptx6zYSd+xA6tmzEIjFvIQYEz/TCRNg+eUcpRY+Odp16sBxy2aEjX0P4R99BKdNm6Adr4U0ccVScXKkOfyR9fAjqlj8EhOLfiks8vPJkyc80b1r167lPRxBKIQLdPuIrlh09Dq2GOqjx+NnmPooBHN6t6jtoZV6gW8+9lMkjH4XLzQ04XH6LK5+P7taxpAsleKvxERsTUxEG11dvGtsgoVW1vBp3ATHUlPgk5GB/Q8fQsvp7WXC8tLikWMpg2W245vPJSYi64kvsp48RvLRY9wlqOXmBqt58yAyM8XLWbNhNGyoygifHLGbGxx+/x3h48fzfEv9lhaIsY7krY7KW+tTQ5h/SWfrfkQVi9+BAweKzbOZNm0aXF1dy3s4glAYvunfFiPDYzDlzhOsMjXFyVq0Aku7uMutvRA3V9jGxiJu2de4+vhWtY+JxXZfz8jgm42GBkYYG6OvgSG3CEP69EWqRAKr1q0LamZq16sLoYEhhNpibrkxYYy/vAnCHMBQtwmvMJPl+4TXxmSdFfJe5ue3CQ0MoNeuHawXLoRuyxaQJCTw9AD9Dh1gs2SJSgmfHB1vL54KET5xInT0XCHzjESa7zEYNhxYruPI1/rka39EDRS2Zs1sO3fuzPMAlRUqb0bIc1aXnLiFLVoaEMpkmCoT1pgV+LYLu9zay9HQhPP5i9Vm7ZUHI6EQ9bW14fXvVl+sDYcyVlRhQpcvlvWh869oajo6FswDuzxFTp+BjDt34Hr0CDTMFMsdXdXE/LQK8Zs3IWZuFpyEHeE8unzLSNHp0eixtwfWdV+H9nbtoY6kVFdLo5IIDg5GXgl9sAhC2dygr1uB2w5fRl+IMKtzE5gZlr5eVdWiJ9Y1QLMPZiO1Qzu8MDWtUWuvrG7RGxkZfCssiO5iMS6eOJHfDJZtEgnCLi9CplEGvLtv4VGahYWuOFJPnkTq6dOwW71K5YWPYf7Jx0i9cB4mm4OQOqz8Ra4NtAz4Y2KW6pfvqyzlFr8vvviiyO/szoxZe8eOHcP48eNRE/z2229YsWIF/1wvLy+sWbMGHTp04M+xxroTJ07Ew4cPMXjwYKxduxbCcrYrIQiGl6MlLtp1wm8XHmBHngSbjQ2w/eYTNE9Ow2f13dDpLZVTKotDwzZwmjgVL+rVQbCWGDaxsXDZtRs3N3yn8F8QE8S7mZnQ71Q0evZZ9ELk6QL67d6sNfo6efHxiF6yFAa9evH6nOoAa4Nku3w5nr8zEpI7aeV+v56mHhwMHHiVlwFuA6pljGorfvfvF60+wISF5f799NNPb40ErQp27dqFGTNmcAFs164dNmzYgD59+sDPzw+Ojo68vmiLFi3w/fffY968edixYwfGjBlT7eMiVNcK/LR7M3zK1rv8X+Dnx0G4ZaiPd2IS4RQQgn5iHfSp44Cmrtb8tRWhsOVj49kETl36ILdjB0RYWSEsLw+OQcF4tW0THtw4A2WDnVvhlRWZQAqhRFC2Ci7fLOE/Wy/8GuoES4HIbCOFzs0cXnKORYSWB1bajIkfUcXid+HCBdQmq1atwuTJk/H+++/z35nVd+rUKaxbtw7fffcdjzrt0aMHGjRowFsxMb8vQVQFbes68C0pPRMrz9/HUVYoW1cbv0XEQjskAjbpGXCRyNDIQA9d3exLFUS2rujg1QKOHXqgw8rNyLC1RryJMTLF2ngOwCwlmUdw3t+wAi+SYpX6Cyy8ficVSCCQvN0Tk3rqlFq5O18ns70M2v4CRM2bD+fdu3gn+vKI34aIDZBIJRAJq6YzvCpS7oAXls6wf//+gl5+hRcZmZvx/PnzqC5ycnJ430BWWWbIkP9KI02fPh0PHjzApUuXeJ3Rfv368VZLzAI8ffo09MtYookCXojy8jj0Fc4EvsD9lFSECIAoPR1kiPOr6Wvl5UJTIoFIKoWGND/3TiIUIk8oRK5QhJx/++dp52TDLDEJei+jkeP/FBHXziHSz0clv4wbG+tCJpChzfv+Jb6GXZKeDxzIS5c5btgAdeTqXx7QDRZDZ7cE9r/9DwblSCO7GXUTH5z+AIcGHYKrsfpF4KdUV8DLxYsXuQi9TlZWFq5cuYLqJC4ujt8xW73WFJL9ztb6GM2bN0dkZCR/rXU1dGwmiMI0cLbiW3GCGJCajkyZDDls46kCMoghwMuwMCA7Bzlhz7nQhfn5IExNpjUrLQtaRqU3zWWd17ODnsFq/vwaG5eiIRPJABtNaDeoz7vDl0f86pnWK+jrp47iV1bKLH6PHj0q+Jmtr8nFhsEE6eTJk7zgdU3wenTY6+WWNDQ0yiR87A6BbXJSU1OreKSEOlKcIBZGFfPUyoo0T5Z/YS8FVtVFy8UFuq1bQ12RabDCyxowGT2ad4DICQvjRQTKgpHYCPb69mof9BIZGVnk+s6swMKWYJnFj3Vvlxe2La6Si46ODm9yW52Ym5vzNZTCwsuIiYl5wxosCwMHDuSuUoKoKdRZ+BjSXBnyhCWXX8uLjUXK6TOwmjO7VucqOzMHqSnpSE/N4uPQ1RfDwFAPYp2aKRsm1ZRBKNCEYZ/eiPn+eyTu3AWrL+eU+f0NLBpw92dl67AqM/XrF+1p2KlTJ+65LLf4PX/+nE8kq+Jy+/ZtHuEpR0tLi3d0qGi0W1lhn9OsWTOcOXOmyJof+33QoEHlPt7hw4ffsPxenzCCqArU9QL0OsmxeTBpogGxhgA5knyvTWGS9u6FQEMDRoMH18x4ElJw/UoAHgbFITApF8G5QkRAgJICUjVkgD1kcNWUwtNYE409zdG6nSeMTEteWyovOXGhkBgBuqm2EGprw2jYMCTt2weL6Z/x38vCYLfB+OjsR3gQ+wBNLJtAHfHz84OBQX7eI+P19b8yi5/TvyY3K2VWm7A8w/fee4+v7bVp0wYbN25EeHg4pkyZUu5jvW4GFxZCgiCqnvv+megyQBtDG+lj572ieWyyvDwk7toNowH9ISolUKGyFt3OHddwKSSVC90LCCAVAJoywFkgRD0tKfoaaUJPLIJYSwRtrfwb+qwcCbJzJEjPluB5cr5IXomVIjcuBsKrMXD8VxC7uBli5Ki2lbIQE+78DYgBE9fu/HeTUe8gYdMmpBw/AeOhZeuB2Nq2NRwNHLHTf6faip+dnV3lA16YhcRy6TQ1NfnPb3MlVifvvPMO4uPjsWTJEp7k7u3tzXsJysWZIBQNsvr+Y8ftFHSBCbo21OPiVzgPMO3KFeRFR8N4VPma8JaF5wGR2LT3AU6mALECwFWWL3RDzMRo4mWNFm3qQFdfp1zHzEjLxO1rAbj/9BUC4rMRkCPE+YB0/LL4DHobAZNGNIGLh225x5oUcQ1wBIxbv8t/13J0hF6HDkjatavM4icUCDHScyTW3FuDOZlzYKajfukiVZLqwBLZ2Tobc22WVi2F/SGz4BdlhVIdiOqAxK8oF3a6IicgD70WhfPf5ZegVytWcOvG40LVpEuxa9GJg3ew624MrktEYDGmnbQkGN3RCZ16NEJ1cPHkA2y7Go7LuSLWrxdtRRK809wSvQe1KPOy0J0NDZCtk4X244IK9iXu3InopcvgedenzK7P5OxkdNvTDVMaTcH7DfLzotWBlKpMdSjs6qxttydBKBMkfMUQKYXY7j8hkFt/Wb5+vMB1VXBs/02suBWHUIEA9jIhPjAXYsLoFrC2M0d10rl3Y75FvYjD5p23cSxOhI9vx8Pl1gnMbmOJvoNbvvUYmUaZ0E8setFmBb8hkfAO9jqNGpU56rOPSx/sDtiNiV4TKeH9Ncpd9HLr1q3Izn6zXQbL/WPPEQRBlEb8ixxIbAX4dzmNw8XPzw863t6VmrykuBR8uugwPrkVDx0BsLqpCS4t74O5s/tUu/AVxsbBHPNn98Wlpb3wU2NjiAXAxzdiMX3RER5kU1qwS665DIY6RfPzxKzEmYYGb/1UHkbVHYWo9ChcjPgvypGooPixotHFlQxjkZLsOYIg8iGrr+SgF5kYeKfpf5WXnMRiSFNS8i2cSlh7fVdcwaksET4wE+DQkl4YMrJttUehl4aGlgaGjWqHw0t6YbKpACeyhOj7wxUcP3i72NfH39zEr8ryYJfCBa/FHh6892F58DLzQgvrFlh5ZyUycv/rukFUQPxKyhuJiIjgflaCIIjS2HglGYIM4N3eJgX7WB9ARkXEr7C1ZyyQYdcQd8yf0xdaWqVXkqlJ2FgWfNkX2we5wkAgK9EKfBlxCKIkwLjl2GIb3jLXcHlZ3GYx4jLj8PO9nyt1DqpGmVMdmjRpUpDk3q1bN15FpfDCMssD7N27d3WNkyAIFSE2XYrcu3nQbq4JUx0hEjKlXPw0bG2gYWparmPdueqH6UeeIw751t6sGT0VSvRep3nbejjc3B0/rj6DrQlC+PxwBb8MdkOzNnWRFeWHZOc0WIXaQ6T9Zj1idmOQdOAg74/ILMGy4mjoiOlNp+OHOz+gu1N3bgkS5RA/VrSawQpI9+rVq0ixaJZ87uzsjGHDhtGcEgS5PN/Khv3x+LiDFb5/xwIfbnnFu7+fCAiERzn+ei6eeoDp5yNhDBl2DHbnAqIMyK3A3tef4otDwZh8MBi/pufAIvRLyJwAl27Li30ft4rz8vKDXho2LNdnjq43GmfCzmDhtYXYN3AfdDWrviGzyorfokWL+CMTOZZrp13GcFuCIIjXOfAoHdMDZajTURfYAphpiBCU/mYgXWnre3NuxcNOIMPmKS1gV0otVUW2ArfZmGDSBh9MOfMC0+sBjUO0oduj+Ea/mjY2BU1+ywvL+1vabimGHR7G3Z/zWs2DulPuNT/WrZ2EjyCKR740QLyduxdSkeckwAdtDKAtECL733iCt83fqSN3MPNWPNwEUmz/vJ1SCp8cBxdrbJ/RDk4aafgp6H28lLy51idH8K+rU1ZMtH153J/b/bfjVtQtqDvlFj+2vrdy5Uq0bNmSd04wNTUtshEEQZSFr/bFQZQIvDPQFGKBgLd+ehtXzz/CzKsxXPj+ntMJ5lb/Bc0oKxbWJpjj+B0cdGLxdVhD3Lj0pNjXydf5pFlZFf4s5v5sZdMKn1/4HP4JJfdUVGaeJjytHvH75ptveDf1kSNH8pQHVmtz6NChvPLL4sWLKzJWgiDUkCwJkHIrG2gsgr6mEDmy0gto+N4LwaenXsAKMmye3q5Ki0nXJvFXNkLimoplZmdhDhk+OR6Gp4+ev/nCf5sfy4rpp1oe9+eazmvgYOiAj858hNDkUKgSIckh+Pz859Ujftu2bcPvv/+OWbNm8YjPd999F3/88QcWLlyImzdvVmS8BEGoKdM2REGUCmjrCaFVirszLycPc3f7gpWL3vRBM1jaqIaXSZKRDL+wH6EZJ0Dz9zZg0/tN+UV57vYnb5aKzMvjDwLNyrVV0tfSx/ru62EsNsYHZz5AWIpqtFJmQs462JvqmFaP+LEanw0aNOA/s4hPecJ7//79cezYsfIejiBUBlrrKz+RKVKc25wImQ4wvLlBiXP50y9n8BhCzGtmCif3/MAPVeDp3wOQYyVDPetPoaFvxgthf9nYGA8hxJpfzhR5rTQ73+ITapc9zaEkTLRNsLHHRmiLtDH+xHgEJARAmXka/xTjT46HgaYBfunyS/WIn729Pe+mwHB3d8fp06f5z3fu3IG4HLknBEEQjGUnEiHLlUHPURN9673ZWeHh7SBsjpWir5YEg0e2UZlJi7+8Hq9cI2ERbAWLLtML9g9/tx16aUrwR7SEu3rlyLKzigS+VBYrPSv81ecvWOpaYuKpibj36h6UEZ9oH0w+NRk2ejbY0nsLzHXNq0f8WBPZc+fO8Z+nT5+Or7/+Gh4eHhg3bhwmTZpU/pETBKH2PI3JgkYiMOdza4gERd2dC/b7g9WOWvppJ5WZJ+7uDF/J3Z31xx554/llH3cAs4Pn7/YtcH/mxeWnOIiqsJKWqbYp/uz1J+qY1OECuObuGuRIKr6mWJNkS7Kx6u4qTD49GfXM6uGPnn/AWNu46vP85Hz//fcFPw8fPhwODg64du0atwKru5cfQRCqyaOMLDj7ayFvqgD/TLPBu/+LKuLuXNPMFGYWRqrl7nSVoaHGZ9zdWWwEaGNjzHqYxN2fMz/vnV/XUyCA2LNqk/kNtAzwe8/fsfnJZqx7uA4XX1zEsvbL4G1euSLj1cmj2EdYcG0BIlIj8GmTTzHBawI0hOWTs3Jbfq/TqlUrHvHJHlmDWYIgiPLyJCsLhrkawKU8WPbXweddjfHkXrBKujsjDswu1t35OoXdn34PniPryRNoOTtDpK9X5WPSFGriw4YfYlf/XdASaWHM8TEKaQXKrb33TrwHXQ1d7O6/m/cqLK/wlbmZbVl4+PAhmjZtSs1sCbWEgl0qh7uWFg67uGJ67At89YMlJNYCbLk4G49FDjg7q73KWH2vTi6Hr+xP6EZqosXoWxDpln5esdGJ6LH6OjpqS/GF/zZoOjjAbuWKCn12bEYs/OL9+BaTGcOFLSsviz8y8RBriHkAjJ6mHm+DdCH8Ak+MX9B6AZpbNa/Vv3EmUz6vfLD05lJu7U1rPK1Ea69Km9kSBEFUJyE5OciQSmEnE2Pi7HD8b7UnbostMEArXmWEL+7yOvjm/QlxrAjNRlx4q/DJ3Z899KQ4mSrDVH9/GJSxeUBSVhIexj4sEDvfeF/EZsby51iKg62+LRc6sUjMLb3MvEwkZSdxIYzPikdkWmRB+sCkU5NgIjZBZ4fOGFNvDDxNPVFTsDZMR0OOYlfALgQmBvIWTczaczdxr/SxSfwIgqh1WHq7f3YW7+6wJSoBuy+PQI6lFlrX+w7xV7Jg1uFDKDOvTn8P35zfoZUoRPO+x6BpVPZ0jYkDveGz4RyQnV1qp3tmHT2IfYCd/jtxOuw08qR5XOjqm9XHIPdB/JGJB4uKFLzFikvOTuaVUnzjfHE54jIX0APPDvDNXMccY+uNxdj6Y7l4VgchSSHYGbATh4MPc2HuZN8JM5vNRGvb1jxRvyog8SMIQiHwy8pCe738bjEh5s3QOC8NljlJeJj8A7xPJ8Gy5xwoIy8PzoW/eA/EcSI0730EYqvy9K4A6jd2QY/kF/xnTU/Pt1pHjgaOmNF0Bm9fZKtnWyF3pZHYCK1tWvNtcoPJfJ9/vD/WP1yPS5GXsObeGqy9vxZNrJpguMdwdLTvyJPnK0pqTirP1WMieyXyCm5H3+aRqKPrjsaIOiNgo1/1uZ1lFj8W1FIasbH5JjVB1DTxSa9w795+JIdehlHiUzhkxUBPmgsxpBDLpBDJgGxWO5IVTxYIEaOhj5f6TpBZNYdLvb5oWK8jhLXY7ZvI50FmJsaamGJkm0G4JRRC9+4ptJx1DD6nBuCJ5QY4bL4Ft3G7lea7kubmIPCvQYh0CITuC000H3YOmiZ2FTpWl+zneG5ojfDLQeg1oDnfF5UWhc2+m6vVOipMXbO6WNM1Pwhm29NtfLsTfYdvDCtdKzS1bMotTLZZ6Frku1Y1xDyghr2PrzNKsgrWH5k7lj2Gp4bzY+ho6KCheUP82PFHdHfsDk1R9fVmLHPAS5cuXcp0wAsXLkBZKetCKVG7hIQ/wb1z38Mo4QlcMqPhkpcJdjlkcWlBWvp4oW2NLC1DSEXakLFNKIIwLxsCSTZEkiyYZL1Cnew4WEnyy0UlC4UI1DJGpL4zNF17o1fPL6ChUb5/Ogp4qTzaAgEuuLnjkXsH/NVgCG6uGASJTILcxEg83NUHyXXSoftcA96tfoGBdy8oMsl3d+PJkwXIcpDANMAYDcedg0iv7DlohcmLi0NQ5y7YUbcvwj3bYfOyAdgbtBc/+fzE3Y7DPIZVm3X0NlKzU/HP03+wP2g/ojOiYaZthvTcdC5wb4MJXV3TugXuWPbobOgMkVBUI9fxKov2VAVI/BQXqUSCc5c2QnjvN3RMy79LDNTSR5iOHTLMGsLCvSuaNx4APd3/SmS9jWdhj/D00SHkRt6ERcqzAkEM0xDjjnUntO6/HPbWZXNRkfhVDd84uqGXoRHWNhqGf7Z9xdex5ETs+xzPBIch1QYcXjVWSCuQW3tbBuKlQxBEKYCn3nuw7le5gv9x69cjbv0GHBz6Ff7Mzkbb1mdxL8EHQz2GYlbzWTxPr7aRyWTYE7iHCzIbz5RGU7iQMUuPpSfkSHOgJdQqCLBh5dWqQuiKg8SvGieNqDliE6Jw6cg8NIw4hTq5GRUSpooKrEQgwCV9V4hbzUDn9uNKfS+JX9UwvstYfPnSB79KxVgX9LCI+DGyovzw5NAohbQCX7f2vEcehKaZQ6WOKcvLw7MePaHXti12tLfG5qgtMBLp4ofuy9Herj0Ujci0SCy6tgi3om9heJ3h3A1bmbXAikDiV42TRtSM6N3YNgpdEx5BRybFdV1rpHhNRK9eM8vtkqwIzCp8eHIB2sZch40kF75a+ghv+gX69J5Z7OtJ/KqGdyf+jAFB5yAIf4h3w8PeEL/irEDTMFO4tJwNo2YjURvEX9uEsEdrkeSSXGXWnpzUc+cQ8fEn2Da7CQ5pPIY0sTkGZfXH8rnDoKhIZVLsCdiDn+7+xKNNWQd51kOwpiDxq8ZJI6qXk6fWwPv2tzCT5uKUWTO4dV+MBnU71Mq05+Rk48Sxb+HkvwWNs5Nx3LguWow7CAvTousrJH5Vw6DPd8MjJgCTfLZheOhz+JbSuDU7OgABB8Yj3i4WUn1wS9BOvyvsBq2ASLt6rQ1JehJeHPockTnXkOUogTAFMI+2Qd0ROypt7RUmYPwYhEQ+wcqPzPFN22/ww6+JMBAC25cPgKITmRaJhdcW4u6ru7xcWn/X/gp1Ha/6kCCCqIS1d2xNG/S+sQixGrp4OnQPBn9yrtaEj6GlJcagIUvgPTsYe50GoHNyAHL+1xAnTv5Ua2NSZSI0dRCpa46o3FyMMSm9L5vY2hMNp95E+8434BzRAhJNKYIsTuPKsUbw3dAZaf7nq3x8KY+O4vH69rh8phmCrS/zfW7RHdGxx100mHK1SoXv6b0zkN66h9ttTLG973bu5nTTBoIlynHZttO3w4YeG7jozb8yn+cfKhIU8FIIsvwUw9o75tAHg8dtrRH3Znl58OQCJEcmoFl2UhErkCy/yuNo7QbB+J/R9Ol56F7ejHmWlnDZ9g90m+eH9peF2As/IyxgE1Kc0yDTAkRJgHa8FvSlljA2awzTJqOg69amTOu/GUGXkPBoL5ITHiFdIw6Z5rmQGgKCLMA4zAhODT+BWbvq6WTjG/MYQWNHwzJNiLonTsHUyJrv37DuLL4Ly8a1Kc1h52wFZUAqk2LFnRU8KpQF6Iz3Gl+tn1dt5c02b97Mm9iOGDGiyP49e/YgIyMD48dX74kRqgVzK55a1w0DEh/jvtgYMf3/wPAGPaCoNPbugry6z7D374noG34Uif9riAudK1ZrkShKg4Zd8YSlqzy9Cr+kRPQ2MIB4/ldwPXgAQl3dMk0XKxTNtqyXTxB9cRVSkv2QJk5EjHUEXulFAGFHIXoIiBM1IJSIIJQJIZDlRxzKBBJIBRJINKTINs3jQgdz1jwW0I7VgFm0FQyzvGHT7UuI+7pV29cXnBSMXd9NxLvhebD4c32B8DGaNbIDwkJw48YzDFcS8RMKhJjTYg60NbSx0mcl9DX1MaxO7a9ZVqil0fr169/Yb2lpiQ8//JDEjygzqelJuPtbW/RJj8Reh94YPP4fhbT2XoeNcfjEf7gVKDr8Hlqen4H+g9xx9NCz2h6aUmNo5wV9GfAk6Db/fUF0FE6amCBmzRpYz59frmNp23rDefSmIpZc6uMjSPQ7zAUxU5QMqUiCPGEeZBoyQAYIJQIIpAKI8kQwizaDUVYDmHoPhV6n7jWWUsGKNs/fOQnzz2ZA953hMG9XtIdh4+Ye0D0UgsehSRgO5UEgEOCzJp/xSi7f3PgGelp66O1ctjqlCiN+YWFhcHFxeWO/k5MTwsPz868IoixVWYLWt0XbrDgca/gphg9dpnSTxqzAePu7eLK+LfY2jsVkXU9s2xFQ28NSWqQ6hjCTsSqf+YTm5CB+yxbE/PAjDHv2LJf783WYeBk1Hsw3RSVXkosZ5z7DhIPJ0La0hsOcuW+8RkNLA+aQITFL+dKzBQIB5reaj7TcNL4G6GbkBg+Tqk1XKg/lXjllFt6jR4+KbWlkZvZmU0aCeJ3ktASErG+NhtnxONv6awxSQuGTY2Zshfqf3sVNXRtsqROFMe/WXMV7VUMq1IBGIfFjmL73HnSaNMHL+V9BmpEBVWbj441wOxcEt9Bs2C//HkK94vv2Md9IrlT5xE/uAmVRqw4GDvj62te8+LbSiN+oUaPw2Wef8TJmEomEb+fPn8f06dP5cwRRGhlZaXj0Wxs0yE7ElXbL0Lf3LKWfMAM9Y7SafhdnBSb4s040d4ESFRM/zdfy+gQiEWyXf4u8V6/waoXqrq2yos7Hz2/Ee5cBk9GjodeqZYmv1RIA2cqpfRxW5WVZu2W8awTrHq804rds2TLetb1bt27Q0dHhW8+ePdG1a1csX768ekZJqARs3eXa2nZonRGNM01noVf3T6AqaIt1MfjHl7gtMsDOJrHo1O3NpQGidKRCIUSvWX4M1r3cat48JO3YibiNv6vcNDJ354qjX2LBbhl07J1gObP0JgKakCHvzWlSKhpYNODNaH97+BuCEoOUQ/y0tLSwa9cu+Pv7Y9u2bdi/fz+Cg4OxadMm/hxBlMT+bR+iR1oojtSbhAEDFqjcRGVn5KLvqjg8E+rg704pMDTRqe0hKRVCqRTSEtrvmIx6B+Yff4zYVauQuGMHVInNV9dgzIZnMNYxgeOmP0t0d8rJgwAatddUvcpg3didDJxqzf1Z4WzJOnXq8HSH/v3782AXgiiNJ4HX0fv5fpwydMPQd1ar5GSxUlxpSVkYs18Ac2kefvnYvraHpFQIpXnI/bcVT3Flzcw/+Rgm495D9JKlSNy9G6rA06AbcFqwGWZSHbj99Tc0rd6evsC6l2gpR577W92frPRZbbk/Ncray2/p0qXQ09N7a1+/VatWVdXYCBWBJwzvH4s0oQgN39sPVcf3QRSWd6iHpaaR2DPAHceOUApEWcUvr5TGqyxa0GruXCAvD9ELF0GamgazydWTZF4T5EZGImHiVBhni+DxzzZoOTqW6X05MiZ+KmD64T/357qH6zDEYwjvEq9Q4nf//n3k5uYW/EwQ5XV3Ds+Kx5HmczDAwlktJu/btf4Y+I0N1rVIhPdVHaQkZtb2kBQeYU4GkvQtS32NQCiE1ddfQ2hgiJgVKyBJSoLFjOk8MKZwRZEXqS/wLOkZ73LOWuqwjVmTrJ0OszhYg1UHfQceas/21TRZAQF4/sFk5ORlI/vXhdDzrFum97EAwyQIYKhCK0yTG0zG9qfbeU/ADxt+qFjiV7hBrTI3qyVq1905oP9XavMVsAvtxP0y3Bmc7/6csKx2FvWVifQofySZOcPDybvU1zEL0PLzGRAZGXEBTLxxBS8+HYSHevG8KziLnEzNTS3yHiZ4AgjyRZBltP+LhlADHsYeBd3HWVPV6hRE1qIo/o8/EPu/35BkrYdfxlthd8uyp6v7PwxDigCob1/7PfyqCkMtQ/Rz7YfdAbsxyXsS/05qgnJ/yqRJk/Dzzz/DwKDo5Kenp+PTTz/lgS8EIXd3pu9/T23cnYXXqtgFmtyf5cPf9zLg3RtfL/r1ra8NSAjAznrheDZRHxMO+sNimj/yuhvDaGArTPSeyIXM09STN1ZlTVTltVfZ95Mny0NmXiZCk0O5WPrG++Jx3GMcfHaQd45nF99W1q3wjuc76GjfscoarmYFBiJq3nxkPX0Kg4nv4X3LfRjbaBw0hWWvanT7Xhh/bNXKFarESM+R2Be0D5ciLqGbYzfFLGwtEokQFRXFk90LExcXB2tra+Tl1V7SYmWhwtZVy4lTq9HnxmIcajwDgwZ/A3VCfrFlj3e/sea2RrOFUbU9LIWn0Zyj6K0vw/dfv9n+hnUFPx12Grv8d+FB7ANY6lhikPsgNDNuAPudV5Hx9w5oN2wA2+XLIXYrf+3NrLwsBCQG4EncExwLOcYF0UbPBiPqjKjUelRha0/LyRG2332Hg5pP8MPtH3B6+GlY6pbu6i3M7CVHcD5diLs/9IOqMeb4GOhp6GFjz42KVdiaHZDpJNtSU1Ohra1dxA99/PjxNwSRUG90Hv2OYA1tDBiwEOoK+3/5OcgQW1yj0KajE25czr9zJ4rHTSjFs9cKubxMe8ldYgeeHUBCVgJvjLq682p0cuj0n9U0vwsy+vTnltXzIUNhPm0qTxYXlaMvJyu83MiiEd/G1BsD3zhf7ArYhQ2PNvB8tB5OPTDKcxSaWjUt83efee8eXi3/jlt7ZpMn84hVAUsXO/Q1ujp2LZfwMdjcuAqVPMmvBNjczr86n1vkzkbVHxtQ5oBZY2NjmJqa8jtZluZgYmJSsJmbm3N36Mcff1y9oyWUhoCQu2ifHon7djVXFFiRKOxQ+WdHEF4JNfBJJ8Uv2l3bc+auK0CwVMhvqFnu1x+P/0D/A/25+PV16YtDgw/hj55/oLtT9zfchbpNmsDl4AGYjB2L2LX/Q1CnzohauIgLT0XwMvfCknZLcG7EOXze9HPuIh1/cjy+uPgF4jPjS3yfND0diTt34fngIQgbMxaynBw479zBk9eFYjF8XvkgODmYX+zLA5uTYJkQHnqqEen5Oj2de/LO77sDayaNpcyWHwt0YX+crJLLvn37uBDKYcntLNfP1ta2usZJKBm+pxbAQSBAu/7fQt2R5EnxT5olpupFwcRCD4mx6bU9JIWlvp0edgVm4MK9a/jj1W88B2yi10QeBair+fa2RkJtbVjNmQ3TCeORtHcvknbtRtLu3bw+qMm7o2DQqxcXoPJgJDbCOK9xGFt/LE6HnsbyW8sx5NAQzG89v0hnguxnz5C4YyeSDx6ENDMT+l26wHL2bOi1bcOjVOVceHEBtnq2aGHdolzjkAe7eDuoTrDL60FJfVz64EL4Bd4CSeHW/FhXB0dHR5Vs3klrflVXvzNthRPu6ruhz+f57WnUFfn/ibOHGQJH5+KbBDt8+2vFLBFVRn4ZCnwaiv5H1kLH8iycjZ14DUiWC1bh4+blIfX8eV4VJuPGTYhMTGDQvRu0vbyh7eUFsWcdCMtZmYpZfd/eXAYf3zMYKmmEIXkNIbv/GJk+dyEyM4PxiOEwGTkSmiUYA+NPjIeFrgVWdlpZrs/9afVJ/C9agnPvN4GLh2oaGkdDjmLelXm4Ouoqv+lQqGa2rIg1NbMlSuPU0SUYIsmDQdvZNFH/EhoUjzMCZ0y0iAPZwsXzLPEZFgYvgNjSD9rxHbFj9I/Q1SpbE9uSEGho8HZIbMsOeY6kXTuRfuMmkvYfYH5EQFMT2h4eXAjZpuXsBIFYzK1D9ijLk0CWkw1ZVhYkycnI8nuKLF9fTPH1hSROAuAeonXvQ8OrLtx/WgnDHj34ml5JsBxE/wR/vl5ZXpfn0eg8tBDKVFb4GCxKl8FczG1s26A6oWa2RJVj/2wPHoiN0L7VCLWfXWbRyK2/3+5q4GjTbPSjqi9vzNHliMt8Lc1O3w7jBbOwNtYM1888Rfd+zarsb0js6sILZDOkWVnI9vdHpq8vsnz9kPnwIZL2788XxFIQmZpykTQePgw63t7IdLPF76G/40z4WYy3fIqZmn1LfX9oSigy8jIKLvJl5fTRe3guEGCatzFUGWdDZ+hq6Cqm+FEzW6I00jNS0SgrAYcd+6IxTVURWJmz+OYm6F5PA8eO0OTIOR5yHF9d/Yrn1P3Y6UcIJELs+fo0tt+IrFLxe31tUKdxY77JYYKYFxvLrTxpdg5k2VnccmQWILcG9fSgYWFRZMmHrb6tclnNK5R8d/s7nly/sPXCEnMDWQQpo55pvXKNd9ftKNjKRBgyojVUGaFAiLqmdbn4VTcaFW1m6+xcNBSVmtkSjLv3D6MjCxJw6UwTUoz15yvQR2M9CniRszdgL+ZemYsBbgN4k1Ne3UME9DUBtiWKEBn6CnbOby/2XFWCqOXgUKH3jq43mifUsw4F6bnp+L7D98VWKmEXdXt9+3KtZ4U9i8K1PBHGmwp4J3dVp75ZfVx8cbHaP4ea2RJVSkzweTDHUfOmQ2lmi+F+ui68kUZzw26QWhnhmxvf8OoerLp/YbGYOKIZLwywadddpZkrJuA/df4J58LOYdH1RXx9rzjxK6/Lc9Oee2C3ThPfqR4rWNFg8xORFoHk7ORq/Rylamb77bffom3bttDV1eV5h8Vx+PBhnofo6emJI0fIt1TT6MU/xnMNHZgYWdT4Zysy8gIRPhGs3ZEELh41V71eEbkYfhEu01y4YMxvNZ+7uwrj6GaNdhoSHEuQITMjC8oCK821vMNyHAk+wiu4vB5Mz9b83I3dy3y8jLRMnEwCOmhKaswCrm1YbVVGWEr1FoRQqma2OTk5vIfg1KlTi30+OzubJ9r/9ttvWLt2LaZNm8b3ETWHY2YknutY05SXwNxF+X3L2jY3U9s58o/3x8xLM3nEI3N1vi58ciZ3cUYsu+FefRbKBMtVW9B6Abb7b8dWv61FnmOFtcuSryhnyepziAPwfjcXqAu6GroF5eaqkwo7kJl1xbaa5Jtv8utDbtmypURxFAqFaPzvIjarQ8paMYnLmdRKVDzYxSMnDU+tyxfGrU7Uc22BeKEIzR0E2AY1RAQe3OJo6IgfOv5QagX/Dt0bYviNcOxMEaD32Uf8d2WBuXKZlffLvV/Qwa4DXI1dC8SPJXOXhYunHmBPmgDvGMjQpkvFcx2VDa1/O2qwuVI48YuIiODuxfDwcC44itLMlnWaYGXWbGxseIABc9GynESiZvB5cARM9oxcSPxKgpV6CxSbojHUM+jlN5/feK3M7f22l0kEvp7RDbeWncOiM+E41rYOdHT/qyms6HzW5DNcibjCg2C29sm3AFnJtrKcN3N3Lj4fAScAC2bUTJcDRUFbpK2Y4nfu3DkMHDgQLi4uCAgIgLe3N0JDQ7lvu2nTshV8rU4WLVqEGTNmcAvw9bZLRPWSFBPAH11cqzc/R9mJF1ugTl4o1I37Lx5gwvnxGOP2Htx0y7bupW+gg8Vd7DH5QiSWrjqL5Qve7PagqLBC2SyQZ9yJcdz9Oa7+uDK/95vV5/ACAmzuYQ9dfR2oIwIe5qNA4jdv3jzMnDkTS5Ys4eLC6nyy9IcxY8agd+//6tyVlcWLFxe4M0vizp07aN68eZmPyUrblIWMjAwkJCQU/M66VRAVR5qbH8VooKfaibiVRcI6icskRXr/qQoGekZo1qgbrFyaQ2LqiFfahogRCJEDCUYfYxV/LPC/I+7435EzEMkAdll3EkjhJgbqWmqjWUNbNGlVB1pa/xWt7ty7MYbficCuVAH6KJn7s7FlYy56a++vRSf7TtzN+zaLhrk79/7r7uzYvRHUjSxJ/lpfZRsKR0ZG8lJnclg9ahYsWWHxe/r0KXbs2JH/Zg0NZLICrvr6XAwHDRpUYjBKSXzyyScYNar06uav5xRWFV988QU2bNhQLcdWR6Q5mfzRQP+/oudEMfMk0oJWoTD4wnmAyoa2lg769v0YQofGXOgiBEI8FwARMsBRKkF9sQy9DQTwN7yEB+JXeCfnc1g66yErV4rsXClSsyQISZPBJ0uEwy9ygBeh0D4aCleBDO5iGfo1t0H3vk2KuD/3N3aGsXnZWxXVNp80+YQ3aWXuT+byLE384mOT1dbdKUc+P8xyrgz16xdNKZkyZQrWrVtXcfHT09MriKBkXRxYpKeXl1dBQ9vywtohsa02WLlyJRYsWFDE8nt9woiyI5Nkgl3StTXV001TVqQibYiLyQFTJuq4NESz7lPgZ+KIuwLARSqBTUYCbOJCERl8G3cfXcCznEyck8l4f7Yhh77Chw0+wCdNJpR4zOjIONy8FoRHIYkISpHgBhPEa6/gdvUEBthoYm57S8y4GovJP13C3191Vxp3YGH3J4v0ZEnwxZGWmon3f7qMVxDi914OSnN+VU1Gbn5Dx7IGBpWEn59fkaWv19Pjyi1+rVu3xrVr17hI9OvXj7tAHz9+zFMe2HPVCQuwYW5K9sgKvT548IDvd3d3r1BgC3tP4fcVNpGJ8iMQaPLcmRxJHrTUsIdfWRFI85D3mqWnDC5QIYTo1X08tBr0wSNNXbD/voZpMXh25S9cfHypyGsL57ftDNgJQ7Ehb0tUGtZ25hg80hyD//09LycP+3bfwF7fJPwclQfdqFg0EUpwRyrCB8vPYPPiPkXco4ru/uzt0hvnw88jKDHojeezM3PwwfKz8JUJsbK5Kdp3VR7XblUTlJQ/P5VtaGtnZ1e1XR1YNGdaWlrBeh37meX9MQFavXo1qpOFCxfir7/+Kvi9SZMmBb0GO3emclq1jeBfiy89MwVaWpTkXhJCSRZySkixVVQRHNB7KuIa9IWfUABnqQQtwu/i9PGf8TTlvzVzxutJ3ewu/tCzQxhVd1S513BYKa93xnbAOwCe3AvGliN+OJMhQp4AuCYRYdyiE/hrYW+Idao3v7iqeLfuuzjx/ATux9wvsp8l8U/59jRuS0VYWl8fA0eod8CYX7wfHA0cYahVva7tcoufq2t+vgqDLR6yhPKaguX3lZTjR9Q+Qk09/pialkAVXkpBJMlBtqB0y1hRRNDKzBYdxqzAHR0jNMjNgs71XTh/bc8bryupLejx58e5m29Encp1+PBu6oaVTd24a/Dvv69hfVg2bkpF6LX4NA7O6QhjM8VfA2xs0RjWetaITo9GUlYSjLWNkZKUhvd/uIB7UhG+ctfB6PGUJuRXgRJwNVLhhSBKQqyXX7UkJvY5TVIpaOemIr2U5O7iyqLVlrVnO3kj/LSN0PLZdRxdNbyI8MnHVtL42P5dAbt4lKOtftX0oGOpD1Ondcf5We3RQiBBqECA9j9ewbkTil8DlN3IDHXPr3l7NfIqXjyPxpjvL+ChVIjvGhph0gddoe5IpBLe71BhxM/ExISHiZZlI9SXeg3ye5mFB56u7aEoNM7ZrxCpUz4xeJvQVLW1N/yzbXjUqB/sczORvXMO9uz7r25vWcfxMPYhv5C9U5c5LqsWMwsj7Pl+ID40E/ByAZMvRuPDBYf5OqEi81799/jjb5c3YcD6uwiTCbG6jQVGjGlf20NTCFhVnMy8zBoRvzLdfq5Zs6baB0IoP8529fBSpAnRq3u1PRSFJT7pFVxzM/HQTDHLVXVuOxTJ7SeBdVNj1l5h0SsvzOpj7Xva2rZFdTF/dl/0uRWAKfuf4XSeCM2/PoUtwzzQuGXNll4sK4mRadDMNUS4KAT1hTn4YUJLuHja1fawFAZ5H796ZuXrd1ht4jd+/PhqHwihGjwTm8M2vXqrsSsz9+4fRA+W6u1e8Ryu162uqloX7N1tIp43GwYnSS6C93yFPeH5F6KKWJu5klycDj2NqY2nlli4uqpo0soT15u7Y+6y49iTIcSwfUGYfvM5PvusFxSJv/68gNWBGZDYukNgfA9TpxjDxYmE73VvQU0EuzAq9VfJEtxZekDhjVBv4gw94JmdBKmEdfUjXif5+SWwarjNGw+osskp7BKtqGt0UP/P8KzZMHgLpdg9vyuehflWys3KwtVzpDloblX2ykyVgRWxX7FoAH5pYcpqZ2PVyzyMnHcYD2+/mVZQ09y/GYBx8w9jUVAGPIVSfN92NN9/9oVydauobpi7k0XDsrZQNUG5xS89PZ1XZWElzViOHFsPLLwR6o2mfWsYyqR44He+toeikBgmPkWQlj70dKu37mxxgljStnXTBTyu3xOtRRJs/ao7jEwNq8R9xSw+T1NP1CQDh7fB3uF1YCwDzwcctD8Qw+Ydwba/LiEnJ7fGxsE+6+/NFzFk7hEMOfgMDyUizHMSY/uyvujbvCdv23P95fUaG48ycPL5SaTmpFY6MrjaxG/OnDk4f/48T3FgrYL++OMPXpuTVXvZurVo7ypC/fBuPIQ/hj49UdtDUUhcM6MQrqM4rq4Du69jqX86Wouk+HNxnyqrKuIb7wtXI1foaNR8lZKGLTyw+z1vsExTUxmQJBXgq6dp6PD1aSxafgxhz6Kq7bOfB73EwuXH0P7r0/g6IB0ZEGC2gxauze+Mj6Z25xYqc1M3sWyCuMw4nvZA/LdG3M6uHRwMHVATlDvPj3VHZyLHkspZ+6AOHTrwBHcnJyfe3JYVuCbUFxf7+ogUaUEn8mptD0XhCAq9D9e8TDwwV4zqHRdPPsC8u4nwFkixYV73Kq2Wwiw/L7P8soe1QR1vJ2wYkoVJB56BLYmubW6Ggw9isCNZhG2/30MLoRR1jYRo4GKMNm09YeNQsRKLUS/icP1aAJ6EJuFpshQ+UiF3u3bUlGBMe0delLs4+rn2w7WX17DVdyvmtJwDdedJ3BN+w7S269oa+8xyix8rL8baGTFY6Rh5V4T27duXu6g1oZrcNmuCnrG3EZMQCUtTxbFyapvHJ7+GvUCANj3/qydbW7Dk6gUXIuEgkGHTrE48f66qYMEurITXILdBqE2atPbErxnZeP/UC5x8FIM/lg1EZHgMNu/0wY0EYEcisDkpCbh/CzYywFUkQR1DEerYGcBAVwva2prQ0c2vHpOZkYOMzFykZeQg6GUqAlMkCJGIEPVvrJEOe78AmGQmwMR3W75VTJnlxzgYfBCfN/scmiLlKNNWXez03wlbPVu0t6u5lI8KVXhh/fuYpcfqe+7evRstW7bkFuHrhUMJ9aRuz6UQ/9MTJw7PxfAJf9f2cBSCrOwMtI29iUsGbuhtVT1dSsrDwjUXEAMhtvV3rfIOCSzYJVeaWyO5Wm+D1ciccDcS6+OBnntu8NJhC+b0LViXe3ArCHcfv8TTV5kIzhZgZyKQmVR6azMmdG4CAVpqS1HPSie/DVPLOrwcW1mx07eDnqYeX+M6G34WfVz6QF1JykrCydCTmNJoCkRCkeKK38SJE/Hw4UN06tSJ9/Zjxa1//fVX5OXl1WoXd0JxqOfeCpd0bdE44gyP+mTdy9WdU8e+xSBJLnRbfVHbQ8GJQ3dwKFOIiSYCtGhf9QIlL9xc08EuJTFreg9cXXgCy30S0LFLSoHYMzdvyw71+SaHJcmHBEYiPS0L6RnZyMzI5W5TbR1N6OmKoaevDdc6duUSuuJg637eZt78RmH9w/Xo6ti10l0MlJWNjzfyx6Ee+dVvaopyf4Off/55wc9dunSBv78/fHx84ObmhkaN1K/xIlE86Q0nw/3mUpw6/xt69fhU7afJJnAHHmkZoGO7MbXu7vz2egw8BTLM/aJntXxGWm4av5DXRrBLcTCh+nZoXYzcF4gFv1zE2iUDS30tWy+sCVinC5bT9iT+CdY9WIcZzWZA3bj36h7+8fsHM5vPhKl2zVYIq3T2qaOjI4YOHUrCRxShd4/P8VxDG5oPqFmwz4OTaJkVjyDn2l0D+8/dCSzt71pt7YByJDmV7sJd1TRq6YGJ5kIczRHh8J4bUATYHLHO7lMbTcVm3814HPsY6pbXt/D6QjS0aIix9cbW+OcLy5PQfvTo0YLfmcuTdUKXb7Nnz0ZWVn77eYJgrs67Nl3QIf0FAkIUv+hwdRJ1aRkShCJ0H7i0Vsdx6ki+u/M90+pxd8rJkmQppAuPuT+9IeXuz6S42i/IIe/qPsl7Euqa1uWd3kvr8q5q/Hr/V57qwRr91uRaX7nFj6U3bNjw31382rVrcf36ddy/f59v//zzT5EW8QTRpv/3SBcKEblPfcvjXb+zH70SH+OieUsY6ddu4feN16PhAhm+/JwVWKs+pDJptZc0qwjMpblsqCe3fP/8u/YTzEUCEfKkedz6W9ZuGcJSw7j7U53cnZ82+RQuRvnZAzVNmf9CWQ4fy+srzPbt23kjWbatWLGCR34ShBw7K2ec8xyPrukvcHDvl2oZ4Wl05lO80NBBt3Hba3UsrMzXXZkQQ+21qr37ObNoWLqDIsIKXrcUSnEkOg+SWi7Bx6w8bQ1t/rOHiYfauD8za9ndWW7xCwwMRJ06/1VK19bWhlD439tZuoOfX34hXIKQM2T4T7isa4MOfr8jNPKpWk3MsS3vom5OGsI6fVfrVt9fJ/xhIAPGvVd9HRYKix9zfSoqIxqZ8j6AJw/71Lr4FXYPM/dnPdN6mHlppspWfsmT5uGrq1/Vqruz3OKXnJwMDY3/gkNjY2Ph7PxfvpJUKkV2tvr4q4myr/3ZvrMbIsgQsr1mavYpirtzQNRFHDFvhq4dJtZ6hOfZDCG66UhhaKxfY2tZtdWE920MGtoK9jJgl8+rWh1Hdl5R8WPuzzVd1kAAAT44/QESsvILiKgKUpkU39z4BufDz2Nlp5W15u4st/jZ29vjyZMnJT7/6NEj/hqCeB13p4Zq5f4s7O7sMmFvbQ8HW/+5gRQBMKFvzeTdsa7t7EIXkRoBRYSt/fU1F+B6nojX4qzNxq2vd7i31rPG7z1/58nvU85MQXJ2MlQBmUyGFXdW4NCzQ1jWfhk6O3Su7SGVXfz69u2LhQsXFhvRySJBWXFrlvBOEG9zfz4Le6TSk3R88zsK4+5kHI7IRlNIa6zBq7yyi2+CLxSViaNa8hqcm/bcr5XPT89NR1hKWLFVcBwNHbGx50ZEpUdh4qmJvAC2MiORSrDk5hL88/QffNXqK/R37Q9FoMziN3/+fF7H09PTkwe3HDp0CIcPH8aPP/7I9yUmJvLXEERp7k8pBMj9pzeiYkNVcqL275yOwdGXcdiyVa27OxlXzj5CIAQYUrf6m4PKYcnKzIKRd+VWRFjtTVZ8+mQyaiXw5Wn8U8ggK7EEXB2TOtjSewuSs5Ix/sR4RKZFQhnJleRi7pW52B+0n6/xvVP3HSgKZRY/KysrntpQr149zJ07F0OGDMHgwYN5vh+r8Xn16lX+GoIozf0Z0Gs97PIyEf1HJyQmx6rUZB06uAgD/bfgrIErBnx4DIrAtQeR0JQBw4a3rNHPrW9aH35xiit+jC4eRogVAP4Pw2r8s9mNgbZIm7d9Kgk3Yzf81ecvLpKjj43GubBzUCZCk0O55Xou/Bx+6vQTBrsPhiJRrmQc1s3h5MmTPNjl5s2bfGM/s32s4DVBvI32rUbgdscf4JmTjMB1rVVGAI8e+w69H/yMa7q26PjJNWhoKEaV/sDEXDgLZFXWp6+seJl7wS/BT2GDXhitWuVfs27fqwXxS/DjtU9ZkEtp2BvYY2ufrWhk0QgzLs7AnMtzeCFoRXdz/uX7F4YfGY7ErERs6rUJ3Z26Q9GoUCaqqakpT21gG/uZIMpD9y4f4lKrr9EgOx5hvzVTehfogT2z0evO9/DRsUDTj29AW6wLRSE4Twh3TWmNfy5z57GgDUUNemG41XWAmQzwe5lWK5ZfWbtemOuY4+cuP+O7Dt/hWuQ1DDo0SGGtwNDkUEw4OQE/+fzEO7LvHbgXjS2L72lY2yheGQZCLejTeyaud/wRrjmpSN7Yljd6VUb2bn0fA3034rK+I5pMvw8DPcVp68VKeL2AAJ5mNV9qTH5hZ0WbFRlXoRTPMmr2M9Ny0rhIlKflE+sCwQJFDg0+pJBWoKSQtcdSNNh65Zctv1SY4ubFQeJH1KoF+Kj3RphJsmG2tRsO7JmpNN/G8wg/XFjhheEhe3DKuC46zbgHXe3qz6ErDzeuBUAqAJp4Wdf4Z7OgF1av8vjz41BkPPQECJYJazTohfWuY2LWyrpVud/7uhXY90Bf/HD7By6mtUFKTgq2Pd2GwYcGF7H2mlo1haJD4kfU+hpg6oRLeKxthSG+f+DiivoICVdsa4HlKhpuao8mmS+xr95E9P70usKs8RXmYVAcD3Zp0aZmUhxeZ6TnSFyOuIyXabWXS/c2vB0MeA5kTQW9sDXQXQG70NG+I2z0bSp0jMJWIBOboyFHMeDgAJ4Yz9yhrIpKTUSrLr6+GN33dMfKOyv5+uU/ff9ReGuvMCR+RK3j6uiNDjOfYH/9yWiUGQ3jLR35OpqiwcqznV/hjcFP1sNX2xJx4y9h2DtrFLZZb2BSLlxqIdhFTj+XftDV0MXewNpP9FeUoJeHsQ/hn+CPUZ6jKn0sZgV+3uxznB1xFsvbL+c1M5k7tNe+XrxBbnBSMHdHVpVov0p/hcPBhzHm+BiMPDoSVyOvYrL3ZJwefppXbGG1OpWJyrUjJogqggnI0JGrEBI+CS92jsAQ3424GHoMVkM2887wtUlOTjaOHpyHTv5b0BQybu2xpH1FFT05SXkCmAtrL9pSV1MXA90GYl/QPkxpNEXhevzJg15EskeIS6mZWqTM6nMwcEAb2zZVdkxWIm2A2wC+MYuMfcamJ5vwvwf/41YYcz+z9UUvMy/+6Gzo/NaamjEZMfCN8+VRqSw4h23yZPs2Nm14GbZO9p3eGq2qyCjvyAmVtQKdZz7Bgf1z0OnpZhj+0xOXdG2R0fB99Ooxo0YFh1l6d4/NR6tXVzFUksMr1LBE/WFOynGHm8O6hQtqN9XgHc93sN1/O86GnUVf175QRFg4UHZe9c8TCwQ5FXoK05tOr7aWT/XM6mFx28WY3WJ2vnj9K1xXIq7wtTkGE0QbPRsummxjNyXMVcrqsbKNpSfEZ8UXrN2yYw5xH8LFk6WwsAIGqgCJH6FwMIEbMuInvIqbjoNHv0KTiDNwu7kEz31+5A1yWZ9A1i6pOpBKJDh/ZTNkPr+iY1oYWCGmywbOCGz+KTq3n6Dw1l5hciCAVi2Ln6uxK1pat+TWiKKKn1YNiR+rcsJEb5DboGr/LD1NPbS0acm3wsEp/vH+XAxjMmOQI8lBVl4Wf2QWnFhDzBPv9bX0Udck31pkQsfWGFUREj9CYbEyd8TwCX9zQTp1/jdoPViPQS9OIHf9SZzSd0WaTRvYefZE0wa9oaVV8XD+iOgQPHqwH5nh11A/9ha656YjQqSFo3Zd0azvt+hhVw/KCLueayjAqj6z/libnruv7qKZVTMoGixUKVciq/b0hh3+O9DLuReMtWsnHcZQy/ANQVRnSPwIhYdZW716fAr0+BRBz+/j8amv0TTuNpwD/wEC/0HGUQH8tAzxQtcBORaNYePRDWZmTtDTNYG+riG0tLSRlpGMdL4lITzkOhc60+RAuGXHwjEvG6wfSbpAgPs6ljjScBr69PkSwxQwgrM8iARANV/Ty0Q3x248N23R9UXYM2CPwkUDsthITWH1Wjer7q7iSf+sYS2hGJD4EUqFh0sTeEw5yn+OfBWKRw8OICP8CkySAtEwNQhOiU+4IL5O4Zor3v8KXaCWER4a1IGPZRNuQTbx7on2lbAgFQ0tyJBT88Vd3oAFV7CixiOOjMCv93/FnBZzoGhro1oa1Sd+N17ewJ7APVjQagEvV0YoBiR+hNLC1v3sen0OgG0oEMQnj48iJzMRkuw0SHMzIZXkQKilC5GGLjTE+jC38eJC10RLjCZQXdhaVo4CWH4M1rj00yaf8kTo7o7dFSoJmosfM5Oryd3JLF6W0D7CU32aOSsDJH6E6gmi1Se1PQyFQF8oQyIr8aIgjK03FmfCzmDh9YUK4/6MjoxDrgAw0tWsNndnUnYSL+5cXRGeRMWgb4MgVBRXAxFCZELk5VR/xY/yuD+j06O5+1MRuHEtkD82aWBTbe7Omc1mkrtTASHxIwgVpYGzMTIEwMO7z6AoyN2f//j9g/Ph52t7OHgckgRtGdCkVdWWgItKi8KCawt4mge5OxUTEj+CUFHatPPgjz4PFKutEHN/9nDqgVmXZuFm1M1aHUtQSh5cBTJoaVWd2zM+Mx4fnvkQmkJNXnaM3J2KCYkfQagodo6WsJYBT19lQpFg7s/vO3zPraLPzn+GR7GPam0swRIR3MVVFxXEEsmnnJ2CtNw0/N7jd1jpWVXZsYmqhcSPIFQYN5EUwTVTtrJcaIo0sarzKl53kllJPtE+tRLs8lIA1LXUrjKL7/1T7yMqPQobe2yEg6FDlRyXqB5I/AhChXE3EPJ+dYoS9PJ64ev13dfD29ybW0us/VFtBLs0a2hb6WOxIB7WwTw2M5ZHdnqY5LucCcWFxI8gVJhm7qY86OXMifu1PZQSBfB/3f6HtrZtMf38dPzt9zeksprJzL/2NB76VRDscif6Dt478R5ypbnY2nsr6pjUTv9EonyQ+BGECtN3UAvYyIDdt6OgqLDOAswFOqruKPx450dMPDkR4Snh1fqZaamZOJshRFdtaYWDXTJyM7D81nJMOjUJtnq2+Kv3X+TqVCJI/AhChdHQ0kBfUwGu5onw4nk0FBXWVYB1Ad/cazPvJTfs8DCeDlFdVuA/f19DkgAY18u9wtYeG+OBoAOY23IuNvfeTMEtSgaJH0GoOJPeaQZW52XTrrtQdJpbN8e+gfswrM4w/HDnh2qzAg+FZ6ERpGjetl6FrT1LXUs+1jH1xlA6gxJC4kcQKo6dsxXaa0pwIpF1pc+FosPWAbk1VcgKXHFnBcJSwqrk+JfPPsRTCDDEXb9cKQysGezQw0OLWHuOho5VMiai5iHxIwg1YHQbO0QLgH27bkBZkFuBY+uPxaHgQ+h/oD8+OvMRrwzDOo9XlG2XwmAmA94d0+6tr/VP8Mfi64vRfU93rLyzkkemkrWnGlBha4JQA7r0bgyPKyewxzcZ70J5YFbg9KbT8VHDj3A67DR2+e/C9AvTeYfxEXVGYKjHUJjrmJf5eJHhMbiUI8IwQxnEOqzvxZtkS7JxOvQ07z7/MPYhd29O8p6EYR7DYKFrUYVnR9QmAplMpiBNT2qflJQUGBkZITk5GYaGhrU9HIKoUv7ceB5LQzKx2F0XE97vorSz6xvvi90Bu3E85DiyJFlwMnRCfbP68DLz4o/1TOtBX6t4l+akBYdxK1eEo+83gYuHLU9PeJb4DH7xfnxjxw5MDOT7W9u0xijPUejk0IkH5BCqdR0n8avApBGEMiKRSDBmwXH4S4U4MqUZHFysocwkZyfjUsQl+Mb5cuEKSAxAZl5+KTdnQ2eeb2egZcBTKdj21DcClxMy0EhfCve65nie/JwLXY40hwesuBq5cvFkG8s7ZEW4CeVD5cQvNDQUS5cuxfnz5xEdHQ1bW1uMHTsWX331FbS0/nNfHD58GLNmzYJAIMDKlSsxYMCAMn8GiR+h6jwPiMSgTQ/QWCTB1uUDoUpIpBIuaH4JflwQnyU942LIrMOMrExEJmdAS6YBdxtzaGto8zZDcrHzNPHkLlZC+SnrdVxpbHl/f39IpVJs2LAB7u7uePLkCT744AOkp6dzkWNkZ2fj448/xubNm8E0fdKkSejZsyfEYnFtD58gFAIXTzt87PwU34VlY8sfF5Ta/VlcwWx3E3e+DXQb+Ia780WuCDvGeaOOl1OtjZFQHJRG/Hr37s03Oa6urggICMC6desKxC8nJwdCoRCNGzfmv4tEIuTm5pL4EUQh3v+wCy4sOI41QRno9jxa6d2fb2P71ss4nyfCLHtNEj5CNVIdmFlrampa8LuBgQG39mxsbLhbdNq0adDXL3suD0GoA+ym8LsJTcFqp3z5+x2FLHpdVYQHR+Mn31Q0F0gxdVq32h4OoUAorfgFBwfj119/xZQpU4rsX7RoEeLi4hAfH485c+bU2vgIQtHdn5976OK6VIiZ357gwTCqRkxUAiZu9OEiv3xsQy76BKEw4rd48WIenFLa5uNTtNfXy5cvuQt0xIgReP/99984JlvsZFbg28jIyODHYltERAQiIyOr9NwIQpGZ+H4XTLMQ4lC2EIu+PwFVIjkhBRN/voZXEODXXg7k7lRDIiMj+XVdfo1n13uFivZkVhrbSsPZ2Rna2vkNJ9lJdOnSBa1atcKWLVv4Gl9FYVYjC6B5HUp1INSJr5cfw98pwERjYNHcflB2kuJSMGHlJfjLhPi5vRV6DWhe20MiaiHas7jrPYsRURjxK6+SM+Fr1qwZ/vnnn0q7MdLS0pCQkFDwO4scrV+/PokfoVYwl+eC5SewI12AEbpSfP9VX6V1EbLu7BN/vYlQmQDfNTPF4JFtantIRC2Jn5+fH/T09HjkP8PMzKxIDIjSiB+z+Dp16gRHR0ds3bq1yD+ntXXVRKtRnh+hziz78Tj+SJChj6YEP33ZA7r6OlAmAp+EYcrfjxEHAVZ1tEb3fs1qe0hELaBySe7MxTlx4sRin6uqUyDxI9SdX345hZ8j8+AEGRb3cEDH7o2gDJbrut/OYV1ELphc/9rbEW26NKjtYRG1hMqJX01A4kcQ+S1/Fp95gTAIMFJfhq8/76awVmCgbxjm//MIPjIhuook+HZKW9g4lL3QNaF6kPhV46QRhKqTkZaJZWvOYVeqQCGtwMLWHguFm1lfH6PHd6rtYREKAIlfNU4aQaijFThcX4bPxreEnaNlrY7p9hU//Hg8mKw9olhI/CoAiR9BlGwF7k4V8MTgjpoSjG3viM6988sI1gSZGVnYse06Dgan4xGEMJcBX5C1RxQDiV8FIPEjiJIJexaFTbvv4UQyECMA6kCGgfZijBvbBobG+tW2prflwGOcShUgXgB4QYrBzjoYM7adwq5DErULiV81ThpBqDM5ObnYs+M69vun4K5MCEMZ0EZLgrpmYjT1skaLNnUqLEysJNn1KwF4/DwRT5Ik8JEKock60WtJMKaLM9p3bVjl50OoFiR+1ThpBEHk8+B2ILaeCMC9DAHCIYBUAGjKAGeBDG6aUniaiVHH0Qh6utoQ62hAV0fMW5OlZ2QjKzMXSSlZeBqejMDkPARLRHgpyD+utgxwE0jRyUIDE8e0hoW1CU05USZI/CoAiR9BVK6e5s1rAbgfEIfApFyE5AoLBLE05ELnJgbqWmqjWUNbNGlVB1pazOYjiPJB4lcBSPwIouoFMdAvAhmZucjKyuGPIqEQOtqa0NHVhIG+Duo1diahI6oMlevkThCE8mFkaogW7evX9jAIQvFaGhEEQRBETUPiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdJH4EQRCE2kHiRxAEQagdSiV+AwcOhKOjI7S1tWFjY4P33nsPL1++LPKaw4cPo06dOvD09MSRI0dqbawEQRCE4iKQyWQyKAmrV69GmzZtuPBFRkZi1qxZfP/169f5Y3Z2Ntzd3bF582aw05o0aRKePXsGsVhcpuOnpKTAyMgIycnJMDQ0rNZzIQiCIKqesl7HNaBEfP755wU/Ozk5Ye7cuRg8eDByc3OhqamJnJwcCIVCNG7cmL9GJBLx58oqfgRBEIR6oFTiV5iEhARs27YNbdu25cLHMDAw4NYeswwFAgGWLVsGfX392h4qQRAEoWAolduT8eWXX2Lt2rXIyMhA69atcfToUZiZmRV5DTN3mQXIxLA8kNuTIAhCuSnrdbzWA14WL17MrbTSNh8fn4LXz549G/fv38fp06e5W3PcuHF8fa8w7MTLInxMQKOjo3nQTEREBF9HJAiCIJQfdj1n13V2fWfXeXa9VyjLLy4ujm+l4ezszCM8X4edmIODAw94YYEw5WXKlCnYsGHDG/sp4IUgCEK5Lb/irvfr1q1TnDU/c3NzvlUEuW6zKM+K8OOPP3I3KnORMtLS0uDt7V2hYxEEQRCKw5MnTwpiPqRS6RvLY7UufmXl9u3bfGvfvj1MTEwQEhKChQsXws3NrUJWH4P5gwv7hNkdA0EQBKH8MK+gQq/5lRUdHR3s378f3bp14wnsLKqTWWmXLl2iVAaCIAiiXCiN5degQQOcP3++todBEARBqABKY/kRBEEQRFVB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNpB4kcQBEGoHSR+BEEQhNqhUdsDUCRkMhl/TElJqe2hEARBEBVAfv2WX89LgsSvEKmpqfzRwcGhInNOEARBKND13MjIqMTnBbK3yaMaIZVK8fLlSxgYGEAgEFTJMSMjI1G/fn34+fnBzs4O6oI6nrc6nrO6nrc6njPjxYsX8Pb2VujzZpLGhM/W1hZCYckre2T5FYJNlL29fbWY4ExQDQ0NoS6o43mr4zmr63mr4znLz1cZzrs0i08OBbwQBEEQageJH0EQBKF2kPhVM8bGxpgyZQp/VCfU8bzV8ZzV9bzV8ZwZpqamKnPeFPBCEARBqB1k+REEQRBqB4kfQRAEoXaQ+BEEQRBqB4lfGVi3bh0aNmzI81rY1qZNG5w4caLg+QkTJvCk+MJb69atixwjOzsbn376KczNzaGnp4eBAwciIiKiyGtu3LiBxo0bw8nJCb///jsU/bwL89FHH/HzXrNmTZH9wcHBGDJkCCwsLPgxRo4ciVevXqn8eUdHR+O9996DtbU1/76bNm2KvXv3Kux5V/acQ0ND3/gfkG979uxRyHOuqu9afl5du3bl3zULBuncuTMyMzMV8ryr4pw7d+78xvc8atSoIq9RpHMuFlbhhSidw4cPy44dOyYLCAjg2/z582WampqyJ0+e8OfHjx8v6927tywqKqpgi4+PL3KMKVOmyOzs7GRnzpyR3bt3T9alSxdZo0aNZHl5eQWvqVu3rmzv3r2ya9euydzc3GRhYWEKfd5yDhw4wM/F1tZWtnr16oL9aWlpMldXV9mQIUNkjx494tugQYNkLVq0kEkkEpU9b0b37t35ed66dUsWHBwsW7p0qUwoFPLvXhHPu7LnzP6OC//9s+2bb76R6enpyVJTUxXynKvqu75+/brM0NBQ9t133/H3BQYGyvbs2SPLyspSyPOuinPu1KmT7IMPPijyfSclJRV5jSKdc3GQ+FUQExMT2R9//FEgfuyiXhLsj4L9ce3cubNgX2RkJL8Ynjx5smCfo6OjLCQkhItG8+bNZb6+vjJFPm9GREQEF3X2j+Pk5FTkn+TUqVP8HJOTkwv2JSQksHJ6/CZAVc+bwS76W7duLbLP1NS0yDEU/bzLe86v07hxY9mkSZOK7FP0c67Iebdq1Uq2YMGCUo+p6OdtUs5zZuI3ffp0pT5ncnuWE4lEgp07dyI9PZ27C+RcvHgRlpaWqFOnDj744APExMQUPHf37l3k5uaiZ8+eBftY3TlWI+/69esF+xYuXIh69erx0jzMbcpqByryebNaqMy1N3v2bHh5eb3xHubqZe4QsVhcsE9bW5uXkbt69arKnjejffv22LVrFxISEvjr2THYfDB3kaKfd0XPuTDsb/7BgweYPHlykf2Kes4VPW/2f37r1i3+v9+2bVtYWVmhU6dORf6+VfW73rZtG1/GYa+ZNWtWQWMART/nAmpbfZUF5rJjd/MikUhmZGTE3QZymEV39OhR2ePHj7lLgbkKvLy8Ctwe27Ztk2lpab1xzB49esg+/PDDIvvYXRKzjpThvJcvX87PQSqV8t9fv0OMiYnh7iB2h5iens7P7eOPP+aWnyqft9za79WrFz9XDQ0NPg+nT59+43MU6bwre86FmTp1qqxevXrFPqdI51zZ875x4wb/jplVv2nTJu7WnjFjBv9/Z+5PVf2uN27cyL037Jq3Y8cOmbOzM3f1v44infPrkPiVkezsbFlQUJDszp07srlz58rMzc1LNONfvnzJ3Zz79u0rVfzYH8tHH30kU8bz9vHxkVlZWXH3rZzi/kmY65Ot+wkEAv6PNnbsWFnTpk35xVGVz/uTTz6RtWzZUnb27FnZgwcPZIsXL+YXGXbRUdVzlpORkcHPdeXKlTJloDLnzdazmPjNmzevyDEbNGjAj6Xq37Uc9j42D3fv3pUpCyR+FaRbt25vWC+FcXd3l33//ff853PnzvE/jNfvgBo2bChbuHChTBnPm/0zyAVNvrFzZGt87J/ldWJjY2WJiYn8Z/bP9eOPP8pU9byfPXvG970eQMCOoeg3O1XxXbO1Tnbzxyx/ZaQ8583WtNi+v//+u8gxRo4cKRs9erRM1b9rOcxKfD2uQdGhlkYVdxfzNZziiI+P532vbGxs+O/NmjWDpqYmzpw5w0P9GVFRUXjy5Al+/PFHKON5szWB7t27F3muV69efP/EiRPfeB9bG2CcP3+er5OwVA9VPe+MjAz++HovMZFIxNdTVP27/vPPP/n3y9JblJHynLezszNfvw8ICCjyusDAQPTp0weq/l3L8fX15XEN8mueUlDb6qsMMJfG5cuXZc+fP+duKxYazO6E2BoOC+OeOXMmD3dmz1+4cEHWpk0bHimVkpJSJNXB3t6eu8HYukDXrl3fSHVQpvMujuLcI2wdhK2LMGuI3R2ztZEvvvhCpshU9rxzcnK45d+hQwee6sDOnbkA2R114bUVVfuuGcyVxs7zxIkTMmWgKs6b/c7WdFl6Azt/Fvmpra3Nv3dVPOdnz57xNBbmMmXHYH/TLK2hSZMmCn09ex2y/MoAS8pmdz7MWmORSyxB9OTJk+jRowdPZH38+DG2bt2KpKQkfufTpUsXHuknb/zIWL16NTQ0NLjlx97TrVs3bNmyhVsDynjeZYXdEc+bN49HPbK75K+++gqff/45FJnKnjez8o8fP465c+diwIABSEtLg7u7O/766y/07dsXqvpdMzZt2sQ7fBeObFZkquK8Z8yYgaysLP53zf7OGzVqxL08bm5uUMVz1tLSwrlz5/Dzzz/zv20HBwf069cPixYtUujr2etQVweCIAhC7aA8P4IgCELtIPEjCIIg1A4SP4IgCELtIPEjCIIg1A4SP4IgCELtIPEjCIIg1A4SP4IgCELtIPEjCIIg1A4SP4IgCELtIPEjiErAStQZGxtX+xyyJrisjJYywxo+s+bGrAxgVRMaGsqPzRroEkRZIPEj1JLo6GhMnz6d19xk3eVZB27WfX39+vUFXRkUSSD279+PpUuXKrV4sk7n8nqSNXnjQBDFQYWtCbUjJCQE7dq14xfe5cuXo0GDBsjLy+NtaFhhZtaiRtFaLpmamkLZYQWRra2ta3sYBMEhy49QO6ZNm8Y7bPj4+PAuG/Xq1eMCOGzYMBw7dox3YpCzatUq/pyenh6vXs/eyyrZl0RwcDAGDRrELUl9fX20aNECZ8+eLfIa1jdtzpw5/HhisRgeHh68Bx5z3bGOIAwTExNuAU6YMKFYy62kY1SUffv2wcvLix+Ldd/46aefijzP9rEbhUmTJvFuJY6Ojti4cWOR11y/fh2NGzfmlnTz5s1x8ODBIq7IwlYt+5n1h0tOTub72LZ48WL+OvYze29h2I0KsxTl3L59G02aNCn4rPv3779xTn5+fryLBvse2PfBOhnExcVVeI4I1YLEj1ArWKPh06dP4+OPP+aCVhzs4iuHNaT95ZdfeONh1pKINeNlolMSTBjZBZcJHrsgs0agTEzDw8MLXjNu3Djs3LmTH/fp06fc1cou0EzImAjJW0ExFyFrG1McJR2jIty9e5ffBIwaNYq352Ii9PXXXxcRGwYTRLnQsJuAqVOnwt/fnz+XmprKz5PdKNy7d4+7aL/88stSXaBr1qyBoaEhP0+2zZo1q0zjTU9PR//+/eHp6cnHzsb7+nvZ8Tp16sTFmN3ksJY9rJWPvJk0QVAzW0KtuHnzpoz1cN6/f3+R/WZmZjI9PT2+zZkzp8T37969m79WzubNm2VGRkalfmb9+vVlv/76K/85ICCAf/6ZM2eKfS1rhsyeT0xMLLK/U6dOsunTp5fpGMVR+P2vM3r0aFmPHj2K7Js9ezYfd+GGpmPHji34XSqVyiwtLWXr1q3jv7NHNi+ZmZkFr/n999/5OO/fv1/suZU0d+w1Bw4cKLKPvY69nrFhwwbeFDk9Pb3gefb5hT/r66+/lvXs2bPIMV68eMFfw+aPIMjyI9SSwtad3I3G3HPM9cdcinIuXLjAm3yyBq3M3ccsLmY9MuujONh+ZhnWr1+fu+qYNcasI7nlxz6DNfxkVklFqYpjFIZZjmwNtDDs96CgIEgkkoJ9rOlp4flj63cxMTEFlip7nrkh5bRs2bJKxlfceFnDWF1d3YJ9bdq0KfIaZhGy747Nv3yrW7dugWuaICjghVArWHQnu3DL3XVyXF1d+aOOjk7BvrCwMO7CnDJlCnfjsaCTq1evYvLkycjNzS32+LNnz8apU6ewcuVK/lnseMOHD0dOTs4bx68oVXGMwjBj6/WbgXwD7M0O9YVh75FKpeU6Rllgx3n9vYXnuyzHZeNibtgffvjhjedsbGwqNC5CtSDLj1ArzMzMuCW3du3aEq03OWytiEWBsrWu1q1bo06dOnj58mWp77ly5QoPUhkyZAhf/2LWEQtkkcP2sQvzpUuXSoyIZBS2uF7nbccoL8xKZaL+evAKO19mYZYFZlU9evSoiNXM5q802LkWd54WFhZ8zU4Os0ALp5+w8T58+BCZmZkF+27evFnkGE2bNoWvry8P1GE3IYW3ktZ6CfWCxI9QO3777Tcuaix4Y9euXdyNxtx2//zzD7cI5Rd8Nzc3/rpff/2Vp0f8/fffPLCkNNjFleXkMdcku0CPHj26wDpisIvx+PHjedQki2h8/vw5j3zcvXs3f97JyYlbPkePHkVsbGyxkaVvO0ZJsOOxcRXeWL7jzJkzce7cOW7dsnQPFtjDbg7KGoDCkJ/nhx9+yOdTbv0yXrcIC58HOz/22SwKUy5wXbt25Z/PAmeYgDLLu7DVyT6LBSIxC5xFdB4/frzgs+SwgKaEhAS8++673KXNvj8W6MTmrLQbC0KNoGVPQh15+fKl7JNPPpG5uLjINDU1Zfr6+rKWLVvKVqxYUSSQYtWqVTIbGxuZjo6OrFevXrKtW7eWGrTx/PlzWZcuXfjrHRwcZGvXrn0j2IQFhXz++ef8uFpaWjJ3d3fZpk2bCp5fsmSJzNraWiYQCGTjx4/n+8p7jNdh72fjfn1btGgRf37v3r08wIXNhaOjI5+HwrCAl9WrVxfZ16hRo4L3M65duyZr2LAhH0+zZs1k27dv55/h7+9fYjDPlClTeKBM4bFERkbyYBUWfOTh4SE7fvx4kYAXxo0bN/jns89q3LixbN++fUUCXhiBgYGyIUOGyIyNjfn3UbduXdmMGTN4sA5BCNgU1LYAEwShemzbtq0gl6+q1ykJorJQwAtBEFXC1q1beeAQi4xlLl+W58fy6kj4CEWExI8giCqBrR8uXLiQP7KIyhEjRuDbb7+l2SUUEnJ7EgRBEGoHRXsSBEEQageJH0EQBKF2kPgRBEEQageJH0EQBKF2kPgRBEEQageJH0EQBKF2kPgRBEEQageJH0EQBKF2kPgRBEEQUDf+D1V8aYQfiZosAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "mask_2d =  exclusion_mask.slice_by_idx({\"energy\": 0})\n",
    "ax = mask_2d.plot(add_cbar=False)\n",
    "on_region.to_pixel(ax.wcs).plot(ax=ax, edgecolor=\"k\")\n",
    "plot_spectrum_datasets_off_regions(ax=ax, datasets=datasets)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "728f9c9e-364b-40bd-9a46-bbb8595fff3d",
   "metadata": {},
   "source": [
    "Stack the dataset using `stack_reduce`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "abf99a1f-9263-44e0-a74e-4b52b3f65f24",
   "metadata": {},
   "outputs": [],
   "source": [
    "stacked = Datasets(datasets).stack_reduce()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1bc06869-8dbb-47e4-9f07-01d46669d875",
   "metadata": {},
   "source": [
    "Create a power-law using the `ExpCutoffPowerLawSpectralModel`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "6c1be957-73dc-4253-ab02-a352a42b5f93",
   "metadata": {},
   "outputs": [],
   "source": [
    "spectral_model = ExpCutoffPowerLawSpectralModel(alpha=2, amplitude=1e-11 * u.Unit(\"cm-2 s-1 TeV-1\"), reference=1*u.TeV, lambda_=0.1*u.Unit(\"TeV-1\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27b0b624-dd75-4c71-88c7-4cc6356c9f78",
   "metadata": {},
   "source": [
    "Let's create now a `SkyModel`.\n",
    "\n",
    "The sky model component comprises the spectral (`SpectralModel`), spatial (`SpatialModel`), and temporal models (`TemporalModel`) factorisation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "ec53d4ad-8a9b-4aac-b4fb-c19b3de0db6f",
   "metadata": {},
   "outputs": [],
   "source": [
    "sky_model = SkyModel(spectral_model=spectral_model, name=\"RX J1713-3946\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1628c916-29b5-431b-b779-5700728d91ef",
   "metadata": {},
   "source": [
    "And finally, we fit the model to the stacked dataset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "f27c74c0-fb65-464a-8538-f324d18828b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "stacked.models = sky_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "a052d562-9013-4696-912b-05f15fc9b220",
   "metadata": {},
   "outputs": [],
   "source": [
    "fit = Fit()\n",
    "result = fit.run(datasets=stacked)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "ec10e7f0-919b-4ec9-b862-bf4299c8772e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OptimizeResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : migrad\n",
      "\tsuccess    : True\n",
      "\tmessage    : Optimization terminated successfully.\n",
      "\tnfev       : 71\n",
      "\ttotal stat : 4.27\n",
      "\n",
      "CovarianceResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : hesse\n",
      "\tsuccess    : True\n",
      "\tmessage    : Hesse terminated successfully.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "f3a58250-e596-4c32-a35b-b1338da4d165",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DatasetModels\n",
      "\n",
      "Component 0: SkyModel\n",
      "\n",
      "  Name                      : RX J1713-3946\n",
      "  Datasets names            : None\n",
      "  Spectral model type       : ExpCutoffPowerLawSpectralModel\n",
      "  Spatial  model type       : \n",
      "  Temporal model type       : \n",
      "  Parameters:\n",
      "    index                         :      1.873   +/-    0.09             \n",
      "    amplitude                     :   1.73e-11   +/- 9.9e-13 1 / (TeV s cm2)\n",
      "    reference             (frozen):      1.000       TeV         \n",
      "    lambda_                       :      0.117   +/-    0.03 1 / TeV     \n",
      "    alpha                 (frozen):      2.000                   \n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(stacked.models)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "22f677cb-3397-46bc-ab4d-efe04a404741",
   "metadata": {},
   "source": [
    "To plot the residuals:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "1a1f67d5-9ec2-4c24-a785-a1578ef4a5ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Energy [$\\\\mathrm{TeV}$]', ylabel='Residuals ((data - model) / sqrt(model))'>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Pnww9QtqjBQAAcENBaOTIkfLKK6/I7bffLqVKlTI1Qi6et+0gb9685gAAAPBKENLNVnWn+Y4dO+b0UwEAAAI7COXKlUvuv/9+8Yfz58/LH3/84b6/Z88e2bx5sxQrVkzKli3rlzYBAAAHrSOk6wXpKtL+sH79erO5q2uDV63/0duvvfaaX9oDAAAc1iP08ssvS4sWLaRixYpm2vyVq0wvWLBArNKgQQMzXR8AAMAvQUg3XV2+fLnZbb548eK2K5AGAACwLAh9+OGHMn/+fNMrBAAA4KgaIS1M1mExAAAAxwWhoUOHypAhQ+TChQvWtAgAAohuBl24cGFz6G0AQT40NmnSJNm9e7dZTFE3Xr2yWFr3IQMAAAjKINS6dWtrWgIgoC1evNh9u2HDhjJ48GBp2bKlX9sEAF4PQjosBsDefD1EoyEoPj7efX/Hjh3Srl07mTFjhk8nVoSHh/vstQA4fPf5rOhaP0yrB/yndOnSfn37Xet9eYYjX9CNlQHA68XSVapUkTlz5silS5eyfN6uXbuka9euMnr06Bw1AgAAwLY9QrqlRv/+/aVbt27SuHFjqV27tkRFRUm+fPnk9OnTsm3bNvnhhx/Mx+7du8sLL7xgfcsBXNORI0d8+u5oTZAOh3mu/K69wvqfqGXLlvm0LQDg9SCkv+R+/vlnWbNmjSQkJJjeob1790pycrJERkaa/b7at29vagKKFCmSowYACPxaGS2M1n//niFIQ5Gep24HQNDUCNWvX98cAOBJZ4dpYbSrJkh7gjQExcXF8UYBCK4FFXWLjZSUlEzntX5IHwPgTJ6zw3Q4jBAEICiDUKdOneTs2bOZzp87d848BgAAELRB6FpT4w8ePCgRERHeahcAAIB9aoS0IFoDkB6PPPKIhIX9/09NTU2VPXv2SNOmTa1qJwAAgP+CkGtrjc2bN0uTJk2kYMGC7sfy5Mlj9h174oknvN9CAAAAfwch3VpDe37KlStngpC/V64FAADwaY1QaGiodOnSRS5evHjTLwwAABBwxdLVq1eXP//805rWAAAA2DkIvfHGG/Lyyy/Ll19+aZbx100OPQ8AAICg3X3eNTNMV5L1nEbvmlavdUQAAABBGYSWL19uTUsAAADsHoRiY2OtaQkAAIDdg9Cvv/6a7efWqFEjp5cHAACwbxCqVavWVbfY8ES9EJxs8eLF7tsNGzY0u7BrTR0QTJKSktzryenEmfDwcH83CfBNEFqwYIGZNda3b1+pV6+eOffjjz/K2LFjZcyYMWYrDsBOv6x9HYLi4+Pd93fs2CHt2rWTGTNmZNid3Wr8UQIAi4LQyJEjZdKkSdK8efMMQ2DR0dHy6quvyoYNG3J6ScAy/l4BXXtHlWc48gWWsgAAi9YR2rJli1SoUCHTeT23bdu2nF4OAAAgcHqEqlSpIq+//rq89957ki9fPnMuJSXFnNPHADvR2gVf0pogHQ5z9QQpranTfxvLli3zaVsAABYEoWnTpklcXJwZCqtZs6Y598svv5hf9rraNGAnvq6V0cJorQly0X8XGor0PHU7ABAEQ2N169aVPXv2mK02tDZI9x7TuiE9p48BTqazw7Qw2kV7gmbPnm3+8wAACIIeIVWgQAF5/vnnvd8aIAh4zg7T4TB6ggAgiHqEZs2alWGdlH79+kmRIkWkfv36sm/fPm+3DwAAwD5BSIfB8ufP714/6K233jLrB0VGRkrv3r2taCMAAIA9hsYOHDgglSpVMrcXLlwobdq0McNk999/vzRo0MCKNgIAANijR6hgwYJy8uRJc/ubb76RRo0amds6lT45Odn7LQQAALBLj9Cjjz5qVsnVrTR+//13d2Hob7/9JuXLl7eijQAAAPboEXr77bfNHmPHjx+X+fPnS/Hixc153VrjmWeesaKNAAAA9ugR0hliWiB9pWHDhnmrTQAAAPbsEQIAAAgWBCEAAOBYBCEAAOBY2Q5C58+ft7YlAAAAdg1CunJ0s2bNZOrUqXLo0CFrWxVkPLckadiwoSxatMiv7QEAADmcNbZz507zB1ynzPfq1cvsPK87bbdq1crcDiQXLlyQPHny+CwE6bpLLjt27JB27dqZHco9N+e0Ght/AgBwE0GoXLly0qNHD3OcPXtWvvrqK/n8889l7NixUrRoUXcoio2NldDQULGzKlWq+O2109PTzUfPcOQLiYmJPn09AACCtlg6IiLCLJ44b948OXHihLzzzjuSlpYmnTp1khIlSsjs2bO931IAAAB/L6iY6QJhYdK4cWNzTJ48WTZt2iSXL18WO9u+fbtZGNIXtCZIh8NcPUEqJCTE9EotW7bMJ20AAAAWBaEr6R5kdlegQAGf1cwMHjzY1AR5hiANRXqeuh0AAPyLdYQsprVTWhjtoj1BOnQYFxdn9UsDAABf9wghM8/ZYTocRk8QAAD2QI8QAABwLIIQAABwrBwNjemiinPnzpXvv/9e9u7daxYm1OnyWiDdpEkTeeKJJyRv3rzWtRYAAMDXPUI6Jf7RRx+VmjVryqpVq6ROnTpmdekRI0aYGVGuWVBRUVEyevRoSUlJ8WYbAQAA/Ncj1Lp1a+nbt68kJCRIsWLFrvm8H3/8UcaPH29Wmx40aJA32wkAAOCfILRr165s7c1Vr149c1y6dMkbbQMAAPD/0FhONyj11YamAAAAlvcITZo0KdsX7Nmz5820BwAA2MzixYszbB2ldcG6YLBjgpDW/WSHbh9BEAIABCs7BIKkpCSff83x8fHu+7p/pk6U0l0TPBcMtpLOUvdrENqzZ49lDQAA4EY4MRCo0qVLiz+l/98m4p7vhSO32NCCaA1IFStWNDvQAwDgSwQCeEPYjXRP9ejRQ2bNmmXu//777xITE2OGxHQdoQEDBnilYQAAILMjR4749G1p2LCh6f1y9QS5SmF0E3HdP9MXzpw5Y17PFkFo4MCB8ssvv8iKFSukadOm7vONGjWSIUOGEIQAAD7hxECgfL1xt9ZB6RCg59fsWkjZV22xclmeHAehhQsXmoUV77vvPvNmuFStWlV2797t7fYBAHBVTgwE/tCyZUtTB+WqCdLgp19zXFycOHLT1ePHj0vJkiWvWrTmGYwAAAjGQOCigWD27NlBEwiy4lkMrr1fwfQ15zgI6T5jntMHXeFn+vTpZlVpwDMcFy5c2By+nt0BAFYI5kDgVDkeGhs1apSpDdq2bZtcvnxZJk6cKL/99pvZZ2zlypVitSlTpsi///1vMzZ85513yoQJE+TBBx+0/HUBAEDwyXGPUP369WX16tVm9phOnf/mm2+kVKlSJgjdc889YiWtTdJd73VsctOmTSYANWvWTPbv32/p6wIAgOB0QwsAVa9e3T193pfGjRsnnTt3dhdsaW/Q119/LVOnTjU9VQAAAF4PQomJidm+oNaDWDV1bsOGDZmm5zdu3FjWrFlz1c9JSUkxx418HQAAIPhlKwgVKVIk2zPCUlNTxQonTpww19ZhOE96/+jRo1f9HO0lGjZsWKbz2quUO3du8RXP96RDhw4SGhoqTsDXzffbCfg55+fcCVL9/Hfsr7/+suzaIemeK0Ndg2cR9N69e02vTMeOHd2zxLQ+SIfKNHjoG2SFw4cPS5kyZUzvj+fstDfeeEM++ugjs8hVdnqEoqOjZd++fVK0aFHxFZ0x5VoKXou8g3m9CU983Xy/nYCfc37OnSDJz3/HTp8+LeXKlZOzZ896feQpWz1CsbGx7tvDhw83tTrPPPNMhrUVtG7o3XfftSwIRUZGmgR6Ze/PsWPHMvUSueTNm9ccAAAAXpk1pr0/tWvXznRez61bt06skidPHjMrbenSpRnO632dyQYAAGB5ENKhpWnTpmU6/84775jHrNSnTx+zqufMmTNl+/bt0rt3bzN1vkuXLpa+LgAACE45nj4/fvx4eeKJJ8y0dd1vTK1du9bsMzZ//nyx0lNPPSUnT540w3M6RlmtWjX56quvzLghAACA5T1CzZs3l127dpm6oFOnTplg0qpVK/n999/NY1Z74YUXTMG2FkHrdPqHHnrI8tcEAADB6YYWVLz11ltl5MiR3m8NAACA3YPQmTNn5L333jN1Orq+UNWqVeWf//ynREREeL+FAAAAdhkaW79+vdljTGuFdGhMFzrU6fR6buPGjda0EgAAwA49QjpTS+uDpk+fLmFh//vpugu97v+lG6KuWrXKinYCAAD4Pwhpj5BnCDIXCQuTfv36XXV9IQAAgKAZGtOlrXXtnisdOHBAChUq5K12AQAA2C8I6Vo+umlpQkKCCT8HDx6UefPmmaExz203AAAAgm5o7M033zQzxdq3b29qg5Tu5N61a1f517/+ZUUbAQAA7BGEdM+viRMnmp3mdTVp3by+UqVKUqBAAWtaCAAAYKd1hJQGH91xHgAAwDFB6OLFizJ58mRZvny5HDt2TNLS0jI8zlpCAAAgaIOQriC9dOlSadOmjdStW9fUCwEAADgiCC1evNjs+H7//fdb0yIACCD6O9GlYcOGMnjwYLPoLIAgDUJlypRhvSAAtpSUlOTzEKRLh7js2LFD2rVrJzNmzJAWLVr4rB3h4eE+ey1AnB6Exo4dK/3795dp06ZJuXLlrGkVANyA0qVL+/V901m0yjMc+UJiYqJPXw9wdBDSbTS0YDomJsbMHNM1hDzpRqwAAABBGYR09ehDhw7JyJEjpVSpUhRLA7CNI0eO+PT1tCZIh8NcPUFKJ5BUqVJFli1b5tO2APBREFqzZo38+OOPUrNmzRt8SQAIjloZLYzWmiDPEKShSM9TtwME6V5jd9xxhyQnJ1vTGgAIIDo7TAujXbQnaPbs2RIXF+fXdgGwsEdI9xN76aWX5I033jArS19ZI6S70wOAU3jODtPhMHqCgCAPQk2bNjUfH3nkkQzntTtYu4VTU1O91zoAAAA7BSHdWgMAAMCRQSg2NtaalgAAANi9WBoAAMCxPUIAcDVaJMwKxwACDT1CAADAsQhCAADAsW4qCOmaQmfOnPFeawAAAAIlCOl+Y2yyCgAAHBmEPDcaBAAACDTUCAEAAMe6qenz27Ztk6ioKO+1BgAAIFCCUHR0tPdaAgAA4GMMjQEAAMciCAEAAMciCAEAcmzx4sXu2w0bNpRFixbxLiIgsdcYAAS4pKQkn4eg+Ph49/0dO3ZIu3btZMaMGdKiRQuf7m8H+CUIHTx40KT//fv3y6VLlzI8Nm7cuJtuFAAg+0qXLu3Xt8u1ppxnOPIFNvmFX4LQsmXLpGXLllKhQgXZuXOnVKtWTfbu3Wv+Idx9991eaRQAAIAtg9DAgQPlpZdekuHDh0uhQoVk/vz5UrJkSXn22WeladOm1rQSAHBNR44c8em7ozVBOhzmubtASEiIVKlSxfxnGQjqILR9+3aZO3fu/35yWJgkJydLwYIFTTBq1aqVdO3a1Yp2AgBsUiszePBgUxPkGYI0FOl56nYQ9LPG9Ic8JSXF3NZVpXfv3u1+7MSJE95tHQDAdrQ8QgujXbQnaPbs2RIXF+fXdgE+6RG67777ZPXq1VK1alUzO0CHybZs2SILFiwwjwEAgp/n7DAdDqMnCI4JQjor7Pz58+b20KFDze2EhASpVKmSjB8/3oo2AgAA2CMIxcTEuG8XKFBApkyZ4u02AQAA2LNGSIPQyZMnM50/c+ZMhpAEAAAQdD1CumZQampqpvNaQH3o0CFvtQsIWForwUJvABBkQchzH5mvv/5aIiIi3Pc1GGmxXPny5b3fQgAAAH8HodatW7vXi+jQoUOGx3Lnzm1C0NixY73fQgAAAH8HobS0NPNRt9b4+eefJTIy0qo2AQAA2LNGaM+ePda0BAAAIBB2n09KSpKVK1dedff5nj17eqttAAAA9gpCmzZtkubNm8uFCxdMICpWrJjZWkPXFNLNVwlCAAAgaNcR6t27t9lP5tSpU5I/f35Zu3at7Nu3T+655x558803rWklAACAHYLQ5s2bzf5ioaGh5tD1g6Kjo2XMmDEyaNAgK9oIAABgjyCkU+V1Cr0qVaqUqRNSuq6Q6zYAAEBQ1gjdddddsn79eqlcubI8/PDD8tprr5kaoY8++kiqV69uTSsBAADs0CM0cuRIKV26tLk9YsQIKV68uHTt2lWOHTsm7777rhVtBAAAsEePUO3atd23S5QoIV999ZW32wQAAGDPHiEAAABH9QhpXZCrQPp6Nm7ceLNtAgAAsE8Qcm24qi5evChTpkyRqlWrSr169cw5XUvot99+kxdeeMG6lgIAAPgjCA0ZMsR9Oz4+3qwerYXSVz7nwIED3m4fAACAfWqEPvnkE2nfvn2m8+3atZP58+d7q10AAAD2C0K6rcYPP/yQ6byey5cvn7faBQAAYL/p87169TLrBm3YsEHuu+8+d43QzJkzzeKKAAAAQRuEBgwYIDExMTJx4kSZM2eOOVelShX54IMPpG3btla0EQAAwB5BSGngIfQAAIBAZ8mCiunp6VZcFgAAwPdBSIe+dBjs0qVLWT5v165dpn5o9OjR4m1vvPGG1K9fXwoUKCBFihTx+vUBAIDzZGto7O2335b+/ftLt27dpHHjxma/saioKDNL7PTp07Jt2zYza0w/du/e3ZKFFTWEPfnkk2YRx/fee8/r1wcAAM6TrSDUsGFD+fnnn2XNmjWSkJBgeof27t0rycnJEhkZabbg0LWFdC0hq3prhg0bZj5qUXagCQ8Pl8TERH83AwAA3EyxtA5N6REoUlJSzOFCGAEAAI7ZfX7UqFESERHhPqKjo/3dJAAAEGhBaN68edm+oO43tnr16mw9d+jQoWZX+6yO9evXy40aOHCgnD171n2wFxoAAMjx0NjUqVNNaOnUqZO0bNnSzCLzpCFDw8/HH38s3377bbaLmbWw+umnn87yOeXLl5cblTdvXnMAAADccBBauXKlfPnllzJ58mQZNGiQKf4tVaqUe9bY0aNHpUSJEiYobd26VUqWLJmdy5pCaz0AAABsXSz92GOPmePkyZNmqvyVs8b0yJXLupKj/fv3y6lTp8zH1NRU2bx5szlfqVIlKViwoGWvCwCA02cBhwfx153jLTaKFy8urVq1El/TDV1nzZrlvq/BSy1fvlwaNGjg8/YAAIDAFzCzxnT9IN2648qDEAQAAII+CAEAAHgbQQgAADgWQQgAADjWTQch1wwunUYPAAAQ1EGoV69e7gUTNQTFxsbK3XffbbavWLFihRVtRIBavHhxho17Fy1a5Nf2AABw09PnP/30U7PLvPriiy9kz549smPHDvnwww9l8ODB2d5eA76VlJTk8xAUHx/vvq8/I/pzM2PGDGnRooVP174AAMBrQejEiRNyyy23mNtfffWVPPnkk1K5cmXp3LmzTJo0KaeXg4+ULl3ar++1LnWgPMORLwTrAmAAAD8NjenWGtu2bTPDYkuWLJFGjRqZ8xcuXJDQ0FAvNQsAAMCGPUK6n1jbtm1ND4PuDv/oo4+a8z/99JPccccdVrQRXnDkyBGfvo9aE6TDYa6eIKU/L7ph77Jly3zaFgAAvBaEdBf6atWqyYEDB8ywmGt3d+0NGjBgQE4vhyCtldF6MVctmSsEaSjS89TtAAACNgipNm3aZDrXoUMHb7QHQaJly5amMNpVE6Q9QRqC4uLi/N00AAByFoRyUgTds2fPbD8Xwc1zdpgOh9ETBAAIyCA0fvz4bF1Mhz8IQgAAIKiCkK4VBAAAEGzYawwAADjWDRVLHzx40GyXsH//frl06VKGx8aNG+ettgEAANgrCGnRq84IqlChguzcudNMpd+7d6+ZGq17jgEAAATt0NjAgQPlpZdekq1bt0q+fPlk/vz5Zk0h3XxV1xUCAAAI2iC0fft295pBYWFhkpycLAULFpThw4fL6NGjrWgjAACAPYKQrgWTkpJibkdFRcnu3bszbMgKAAAQtDVC9913n6xevVqqVq1qFszTYbItW7bIggULzGMAAABBG4R0Vtj58+fd+47p7YSEBKlUqVK2F14EAAAIyCAUExPjvl2gQAGZMmWKt9sEAADgEyyoCAAAHCvHPUK5cuUye4pdS2pq6s22CQAAwJ5B6LPPPstw/6+//pJNmzbJrFmzZNiwYd5sGwAAgL2CUKtWrTKda9Omjdx5552maLpz587eahsAAEBg1Ajde++98u2333rrcgAQEHRttcTERHPobQAODEK6uvTkyZPl1ltv9cblAAAA7Dk0VrRo0QzF0rrZ6rlz58xU+o8//tjb7QMAALBPENJFEz2DkM4iK1GihBka05AEAAAQtEGoY8eO1rQEAADAjkHo119/zfYFa9SocTPtAQAAsFcQqlWrlhkO03ogxYKKAADAMbPG9uzZI3/++af5qLvMV6hQwewxpgsp6qG3K1asKPPnz7e+xQAAAL7sESpXrpz79pNPPimTJk2S5s2bZxgOi46OlldffVVat27trbYBAADYax2hLVu2mB6hK+m5bdu2eatdAAAA9gtCVapUkddff10uXrzoPpeSkmLO6WMAAABBO31+2rRpEhcXZ4bCatasac798ssvpoD6yy+/tKKNAAAA9ghCdevWNUXTuor0jh07zEyyp556Sv7+97+zzw4AAAjuIKR0O43nn3/e+60BAACwWxBatGiRNGvWTHLnzm1uZ6Vly5beahsAAID/g5BOiT969KiULFkyy+nxWieUmprqzfYBAAD4NwilpaVd9TYAAICjps9fzZkzZ7xxGQAAAHsHodGjR0tCQkKGlaaLFSsmZcqUMdPoAQAAgjYIvfPOO2YNIbV06VL59ttvZcmSJaaYum/fvla0EQAAwB7T548cOeIOQrqAYtu2baVx48ZSvnx5uffee61oIwAAgD16hIoWLSoHDhwwt7UnqFGjRua2LqzIjDEAABDUPUKPP/64WUX6tttuk5MnT5ohMbV582apVKmSFW0EAACwRxAaP368GQbTXqExY8ZIwYIF3UNmL7zwghVtBADYTHh4uCQmJvq7GcBNC0nXMS2H0H+0ERERsm/fPjPEB2slJSVJ6dKl3UFZf3ECAJBTp0+flnLlysnZs2elcOHC4vd1hD766CN54IEHJCoqyoQKNWHCBPn888+92jgAAAAr5TgITZ06Vfr06WNqg3QhRVeBdJEiRUwYAgAACNogNHnyZJk+fboMHjxYQkND3edr164tW7Zs8Xb7AAAA7BOE9uzZI3fddVem83nz5jU1IQAAAEEbhCpUqGCmyl/pP//5j1StWtVb7QIAALDf9HndRqNbt25y8eJFs4jiunXrZO7cuTJq1CiZMWOGNa0EAACwQxDq1KmTXL58Wfr16ycXLlwwiyvqhqsTJ06Up59+2oo2AgAA2CMIqeeee84cJ06ckLS0NClZsqQ5f+jQIROKAAAAAsENrSPkEhkZaULQ0aNHpUePHmyxAQAAgjMI6ZpBzz77rJQoUcIspDhp0iTTG/Taa69JTEyMrF27VmbOnGltawEAAPwxNDZo0CBZtWqVdOjQwew637t3b/NRi6Z1xlhsbKw32wUAAGCfILR48WJ5//33pVGjRmZzVd1pvnLlyqwmDQAAgn9o7PDhw+51gnQoLF++fBIfH29l2wAAAOwRhLQeKHfu3O77ur0Gu4kDAABHDI3p4okdO3Y0W2korQ3q0qVLpjC0YMEC77cSAADAn0FIi6Q9tWvXzor2AAAA2C8IaaG0v+zdu1dGjBgh3333nVmzSKfvaxAbPHiw5MmTx2/tAgAADlxZ2td27NhhapTeeecdM1tt69atZmVr3e3+zTff9HfzAABAgAqIINS0aVNzuOistZ07d8rUqVMJQgAAILiD0NWcPXtWihUrluVzUlJSzOGSmJjog5YBAABH7DXmL7t375bJkyebWWtZGTVqlERERLiP6Ohon7URAADYn1+D0NChQyUkJCTLY/369ZkWdtRhsieffPK6CzoOHDjQ9By5jgMHDlj8FQEAgEDi16Gx7t27y9NPP53lc8qXL58hBD388MNSr149effdd697fV3zyLXuEQAAgK2CUGRkpDmy49ChQyYE3XPPPWYqf65cATmqBwAAbCQgiqW1J6hBgwZStmxZM0vs+PHj7sduueUWv7YNAAAEroAIQt9884388ccf5rj11lszbf0BAABwIwJifEn3ONPAc7UDAAAgqIMQAACAFQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAsQhCAADAscL83QAEr/DwcElMTPR3MwAAuCZ6hAAAgGMRhAAAgGMRhAAAgGMRhAAAgGMRhAAAgGMRhAAAgGMRhAAAgGM5ah2h9PR08/Hs2bP+bgoAAMgm199t199xb3JUEDp37pz5WKNGDX83BQAA5NDJkyclIiJCvCkk3Yp4ZVNpaWlSuXJl2bBhg4SEhEigq1Onjvz888/i5DZZ+XrevrY3rnej17iRz9NVwaOjo+XAgQNSuHDhHL8mrPm+2JUdvxZ+H1n33tS5ic+/kc/VHqGyZcvK6dOnpUiRIuJNjuoRypUrl+TJk8fradJfQkNDbfcHytdtsvL1vH1tb1zvRq9xM6+tn2e3n7NgYcd/w8H0tfD7yLr3JvQmPv9mPlf/jnub44qlu3XrJsHCjl+Lr9tk5et5+9reuN6NXsOOPysIru+LHb8Wfh9Z9950u4nPt9vPiqOGxgDkbGhMe0+1S9pu/9MH4CyJFv4+clyPEIDsyZs3rwwZMsR8BIBg/X1EjxAAAHAseoQAAIBjEYQAAIBjEYQAAIBjEYQAAIBjEYQAAIBjEYQA5NiXX34pt99+u9x2220yY8YM3kEAfvO3v/1NihYtKm3atLmhz2f6PIAcuXz5slStWlWWL19uFja7++675aeffpJixYrxTgLwOf1ddP78eZk1a5Z8+umnOf58eoQA5Mi6devkzjvvlDJlykihQoWkefPm8vXXX/MuAvCLhx9+2PwuulEEIcBhVq1aJXFxcRIVFSUhISGycOHCTM+ZMmWKVKhQQfLlyyf33HOPfP/99+7HDh8+bEKQy6233iqHDh3yWfsBBI9VN/n7yBsIQoDDJCUlSc2aNeWtt9666uMJCQnSq1cvGTx4sGzatEkefPBBadasmezfv988frXtCfUXGAD4+veRNxCEAIfRXyKvv/66PP7441d9fNy4cdK5c2eJj4+XKlWqyIQJEyQ6OlqmTp1qHtfeIM8eoIMHD0rp0qV91n4AwaPZTf4+8gaCEAC3S5cuyYYNG6Rx48YZ3hW9v2bNGnO7bt26snXrVhOGzp07J1999ZU0adKEdxGAz38feUOY164EIOCdOHFCUlNTpVSpUhnO6/2jR4+a22FhYTJ27FhToJiWlib9+vWT4sWL+6nFAJz8+0jpf8Q2btxohtm0ZvGzzz6TOnXqSHYRhABct+ZH64I8z7Vs2dIcAODv30c3O2uVoTEAbpGRkRIaGprhf1vq2LFjmf5XBgDB8PuIIATALU+ePGZ66tKlSzO8K3q/fv36vFMAgu73EUNjgMPoCqx//PGH+/6ePXtk8+bNZmXosmXLSp8+feQf//iH1K5dW+rVqyfvvvuumarapUsXv7YbQPA5b4PfR2yxATjMihUrTKHzlTp06CAffPCBewGzMWPGyJEjR6RatWoyfvx4eeihh/zQWgDBbIUNfh8RhAAAgGNRIwQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIAQAAByLIATAURo0aCAhISHm0M0dfa1jx47u11+4cKHPXx9ARgQhANn6o+15NG3aNKDfteeee869gePVvj7PQ9+D64mLi5NGjRpd9bEff/zRXGfjxo3m/sSJE81rA7CHMH83AIC9aeh5//33M5zLmzevpa956dIlyZMnj2XXL1CggNxyyy3mtmcoSUhIkNdee0127tzpPpc/f/7rXq9z587y+OOPy759+6RcuXIZHps5c6bUqlVL7r77bnM/IiLCHADsgR4hAFnS0KOhwfMoWrSoe5ipZ8+e0q9fPylWrJh5bOjQoRk+Pz09XcaMGSMxMTEmVNSsWVM+/fTTDM/R63Tv3l369OkjkZGR8uijj8q5c+fk2WeflfDwcCldurSMHz/ePK9Xr17mcz788EMpXry4pKSkZLjWE088Ie3bt8/2d9Xz69KAor03V5673tfx2GOPScmSJeWDDz7IcO0LFy6YcKVBCYA9EYQA3JRZs2aZsPLTTz+ZoDB8+HBZunSp+/FXXnnF9ChNnTpVfvvtN+ndu7e0a9dOVq5cmek6YWFhsnr1annnnXdMKNLbixYtMtf7/vvv3cNL6sknn5TU1FTzuMuJEyfkyy+/lE6dOnn9u5rV16Ht1vClQUgDk8snn3xierc00AGwqXQAuIYOHTqkh4aGpoeHh2c4hg8fbh6PjY1Nf+CBBzJ8Tp06ddL79+9vbp8/fz49X7586WvWrMnwnM6dO6c/88wz7vt6nVq1arnvJyYmpufOnTv9k08+cZ87c+ZMeoECBdJffPFF97muXbumN2vWzH1/woQJ6TExMelpaWnX/J7qa3lew9P777+fHhERkel8dr6O7du3awJK/+6779yPP/TQQxm+Tk/63M8+++ya7QTgG9QIAcjSww8/bHpBPOkwmEuNGjUyPKbDWMeOHTO3t23bJhcvXjRDXZ60l+Suu+7KcK527dru23/++af89ddfUrduXfc5HaK6/fbbMxU916lTRw4dOiRlypQxPTauAm9vys7Xcccdd0j9+vVNTZC+Z7t37za9WN98841X2wLAuwhCALKkw16VKlW65uO5c+fOcF9DSFpamrnt+rh48WITVLIquNbXcXENL10ZaDyHnZSGEK3V0XqhJk2ayJYtW+SLL77w+nc0u1+H1gJprdPbb79tQpkWTj/yyCNebw8A7yEIAbBM1apVTVDYv3+/xMbGZvvzKlasaALWunXrJDo62pxLTEyUXbt2ZbpOfHy8KaTWXiGdwu56vj++jrZt28qLL74oc+bMMTVP2mPl7d4pAN5FEAKQJZ2VdfTo0Yy/OMLCzOyu6ylUqJC8/PLLprBYe1UeeOABE2jWrFkjBQsWlA4dOlzz8/Sxvn37mmE4nZE1ZMgQyZUrV6ZgoYXI+hrTp083PUNWyO7XobefeuopGTRokJw9ezZbaxAB8C+CEIAsLVmyxNT9eNJanR07dmTrnRsxYoQJMqNGjTK1P0WKFDFr6mhYyMq4ceOkS5cuZmp64cKFzRT9AwcOSL58+TI8Tx/TKfM6bNW6dWvLvpvZ/Tp0eOy9996Txo0bS9myZS1rDwDvCNGKaS9dCwAsk5SUZOpzxo4dm2ldHi1irlKlikyaNOm619G1iHSBwwkTJvj1u6U9W5999pml4Q3A9bGOEABb2rRpk8ydO9fMvtL1g1xr8bRq1cr9nFOnTsm8efPku+++k27dumX72lOmTDHDWFpc7Wvay6WvDcAe6BECYNsgpIXQut2Fbrdxzz33mOGy6tWru59Tvnx5OX36tLz66qumhic7tKg6OTnZ3NahKyu38rgaXVpA64uUDjl6zpYD4HsEIQAA4FgMjQEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAMciCAEAAHGq/wfOokKypoxXOAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked.plot_residuals_spectral(method=\"diff/sqrt(model)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99504ad7-16db-4b73-adb3-011bd1e42bf0",
   "metadata": {},
   "source": [
    "Let's plot the likelihood profile to ensure the fit is good fit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "253cb4f8-453c-4863-a79b-719789d6a447",
   "metadata": {},
   "outputs": [],
   "source": [
    "parameter = stacked.models.parameters['amplitude']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "f2d321d1-fada-4cee-ac18-9119e85fa037",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'RX J1713-3946.spectral.amplitude_scan': array([1.53244338e-11, 1.56794252e-11, 1.60426400e-11, 1.64142686e-11,\n",
       "        1.67945061e-11, 1.71835517e-11, 1.75816097e-11, 1.79888887e-11,\n",
       "        1.84056023e-11, 1.88319691e-11, 1.92682127e-11]),\n",
       " 'stat_scan': array([9.96421383, 8.09015353, 6.56111583, 5.40106785, 4.635096  ,\n",
       "        4.28944499, 4.39155756, 4.97011498, 6.05507827, 7.67773017,\n",
       "        9.87071773]),\n",
       " 'fit_results': []}"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stat_profile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "67cbc0b2-8fd8-4091-b820-8b49216f1c35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "loglike = stat_profile['stat_scan']\n",
    "\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX J1713-3946.spectral.amplitude_scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Amplitude\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e70b0ba1-c18d-47d9-9d3c-01a629c2bbfb",
   "metadata": {},
   "source": [
    "**To practice**: can you do this for all free parameters?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "b81d3a47-f61d-4080-a5e2-135c26e7a2a6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameter = stacked.models.parameters['index']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)\n",
    "\n",
    "stat_profile\n",
    "\n",
    "loglike = stat_profile['stat_scan']\n",
    "\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX J1713-3946.spectral.index_scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Index\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "ba0401d2-f1b4-4773-8b0d-fa4b84e8215b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameter = stacked.models.parameters['lambda_']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)\n",
    "\n",
    "loglike = stat_profile['stat_scan']\n",
    "\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX J1713-3946.spectral.lambda__scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Lamdba\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "843d1612-4c30-463d-9ef1-980b29d5b5b5",
   "metadata": {},
   "source": [
    "Extract flux points:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "e03bdd5b-eaf8-48fe-a870-1d6390e41a2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "fp = FluxPointsEstimator(\n",
    "    energy_edges=energy_axis.edges, \n",
    "    source=\"RX J1713-3946\", \n",
    "    selection_optional=\"all\"\n",
    ").run(datasets=stacked)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e7678879-3c76-497b-9b67-5c93725a4cc0",
   "metadata": {},
   "source": [
    "Plot the model and flux points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "502c4621-8400-475b-baad-2467619eaf6f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/enrique/miniforge3/envs/gammapy-2.1/lib/python3.12/site-packages/gammapy/maps/region/ndmap.py:154: UserWarning: This axis already has a converter set and is updating to a potentially incompatible converter\n",
      "  ax.errorbar(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.19, 11)"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(7, 5))\n",
    "\n",
    "sed_type = \"e2dnde\"\n",
    "energy_bounds = [0.1, 20]*u.TeV\n",
    "\n",
    "stacked.models[0].spectral_model.plot(energy_bounds=energy_bounds, sed_type=sed_type, label=\"Best fit\")\n",
    "stacked.models[0].spectral_model.plot_error(energy_bounds=energy_bounds, sed_type=sed_type)\n",
    "\n",
    "fp.plot(ax=ax, sed_type=sed_type, label=\"Flux Points\")\n",
    "\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_ylim(1e-11,4e-11)\n",
    "ax.set_xlim(0.19,11)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21483f1f-72f4-46d5-b6ef-ccd9f7c902ce",
   "metadata": {},
   "source": [
    "### Model significance\n",
    "\n",
    "**To practice**: Is the model used the best to decribe the data?\n",
    "\n",
    "To answer this question, you could use, e.g., a likelihood ratio test. Use a `PowerLawSpectralModel` (with no curvature) for comparison, and a `LogParabolaSpectralModel`.\n",
    "\n",
    "Is this model a nested model to a power-law?\n",
    "\n",
    "Can we apply Wilk's theorem?\n",
    "\n",
    "Knowing that the \"total stat\" of the fit result is $-2\\ln(\\mathcal{L})$, where $\\mathcal{L}$ is the likelihood, compute the significance of the exponentially cutoff power-law and the log-parabola against the power-law."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "868345cf-22b4-4878-aa05-2ad2a4cbcd94",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OptimizeResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : migrad\n",
      "\tsuccess    : True\n",
      "\tmessage    : Optimization terminated successfully.\n",
      "\tnfev       : 89\n",
      "\ttotal stat : 3.68\n",
      "\n",
      "CovarianceResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : hesse\n",
      "\tsuccess    : True\n",
      "\tmessage    : Hesse terminated successfully.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "spectral_model_log = LogParabolaSpectralModel(amplitude= 1e-11*u.Unit(\"cm-2 s-1 TeV-1\"), reference = 1*u.TeV, alpha=2, beta=0.15)\n",
    "sky_model_log = SkyModel(spectral_model=spectral_model_log, name=\"RX log\")\n",
    "stacked.models = sky_model_log\n",
    "result_log = fit.run(datasets=stacked)\n",
    "\n",
    "print(result_log)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "188d8d72-8443-44a3-aee7-cf3997526c01",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DatasetModels\n",
      "\n",
      "Component 0: SkyModel\n",
      "\n",
      "  Name                      : RX log\n",
      "  Datasets names            : None\n",
      "  Spectral model type       : LogParabolaSpectralModel\n",
      "  Spatial  model type       : \n",
      "  Temporal model type       : \n",
      "  Parameters:\n",
      "    amplitude                     :   1.80e-11   +/- 1.1e-12 1 / (TeV s cm2)\n",
      "    reference             (frozen):      1.000       TeV         \n",
      "    alpha                         :      1.937   +/-    0.07             \n",
      "    beta                          :      0.140   +/-    0.07             \n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(stacked.models)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "13537936-b5fe-4543-b13b-f9c93e92a62c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Energy [$\\\\mathrm{TeV}$]', ylabel='Residuals ((data - model) / sqrt(model))'>"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked.plot_residuals_spectral(method=\"diff/sqrt(model)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "a469aa1a-8012-49d4-9864-bb6c68d20ee6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameter = stacked.models.parameters['amplitude']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)\n",
    "\n",
    "stat_profile\n",
    "\n",
    "loglike = stat_profile['stat_scan']\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX log.spectral.amplitude_scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Amplitude\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "6b66df80-1d5d-4dcd-a337-883b9dbb0cea",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameter = stacked.models.parameters['alpha']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)\n",
    "\n",
    "loglike = stat_profile['stat_scan']\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX log.spectral.alpha_scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Alpha\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "782c95a0-843a-4bfb-a657-31cc5e411442",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\Delta$TS')"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "parameter = stacked.models.parameters['beta']\n",
    "stat_profile = fit.stat_profile(datasets=stacked, parameter=parameter)\n",
    "\n",
    "loglike = stat_profile['stat_scan']\n",
    "ax = plt.gca()\n",
    "ax.plot(stat_profile['RX log.spectral.beta_scan'], loglike - result.total_stat)\n",
    "ax.set_xlabel(\"Beta\")\n",
    "ax.set_ylabel(r\"$\\Delta$TS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "d881a32b-2556-40f6-bad7-b7b65ff89de2",
   "metadata": {},
   "outputs": [],
   "source": [
    "fp = FluxPointsEstimator(\n",
    "    energy_edges=energy_axis.edges, \n",
    "    source=\"RX log\", \n",
    "    selection_optional=\"all\"\n",
    ").run(datasets=stacked)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "017bc614-5bc7-4036-a52c-c8880a0a7f26",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/enrique/miniforge3/envs/gammapy-2.1/lib/python3.12/site-packages/gammapy/maps/region/ndmap.py:154: UserWarning: This axis already has a converter set and is updating to a potentially incompatible converter\n",
      "  ax.errorbar(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.19, 11)"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(7, 5))\n",
    "\n",
    "sed_type = \"e2dnde\"\n",
    "energy_bounds = [0.1, 20]*u.TeV\n",
    "\n",
    "stacked.models[0].spectral_model.plot(energy_bounds=energy_bounds, sed_type=sed_type, label=\"Best fit\")\n",
    "stacked.models[0].spectral_model.plot_error(energy_bounds=energy_bounds, sed_type=sed_type)\n",
    "\n",
    "fp.plot(ax=ax, sed_type=sed_type, label=\"Flux Points\")\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_ylim(1e-11,4e-11)\n",
    "ax.set_xlim(0.19,11)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "5bfd6333-4326-4621-bd3f-9db48a626b47",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OptimizeResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : migrad\n",
      "\tsuccess    : True\n",
      "\tmessage    : Optimization terminated successfully.\n",
      "\tnfev       : 44\n",
      "\ttotal stat : 9.14\n",
      "\n",
      "CovarianceResult\n",
      "\n",
      "\tbackend    : minuit\n",
      "\tmethod     : hesse\n",
      "\tsuccess    : True\n",
      "\tmessage    : Hesse terminated successfully.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "spectral_model_pl = PowerLawSpectralModel(index=2, amplitude=1e-11 * u.Unit(\"cm-2 s-1 TeV-1\"), reference=1*u.TeV)\n",
    "sky_model_pl = SkyModel(spectral_model=spectral_model_pl, name=\"RX log\")\n",
    "stacked.models = sky_model_pl\n",
    "sky_model_pl = fit.run(datasets=stacked)\n",
    "\n",
    "print(sky_model_pl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "ebdf78e5-e72f-47a1-9c21-7837079adc68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DatasetModels\n",
      "\n",
      "Component 0: SkyModel\n",
      "\n",
      "  Name                      : RX log\n",
      "  Datasets names            : None\n",
      "  Spectral model type       : PowerLawSpectralModel\n",
      "  Spatial  model type       : \n",
      "  Temporal model type       : \n",
      "  Parameters:\n",
      "    index                         :      2.018   +/-    0.05             \n",
      "    amplitude                     :   1.62e-11   +/- 7.9e-13 1 / (TeV s cm2)\n",
      "    reference             (frozen):      1.000       TeV         \n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(stacked.models)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "01ffcf4d-5a0b-4693-9fb3-a485b67db9db",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/enrique/miniforge3/envs/gammapy-2.1/lib/python3.12/site-packages/gammapy/maps/region/ndmap.py:154: UserWarning: This axis already has a converter set and is updating to a potentially incompatible converter\n",
      "  ax.errorbar(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(0.19, 11)"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(7, 5))\n",
    "\n",
    "sed_type = \"e2dnde\"\n",
    "energy_bounds = [0.1, 20]*u.TeV\n",
    "\n",
    "stacked.models[0].spectral_model.plot(energy_bounds=energy_bounds, sed_type=sed_type, label=\"Best fit\")\n",
    "stacked.models[0].spectral_model.plot_error(energy_bounds=energy_bounds, sed_type=sed_type)\n",
    "\n",
    "fp.plot(ax=ax, sed_type=sed_type, label=\"Flux Points\")\n",
    "ax.set_yscale(\"log\")\n",
    "ax.set_ylim(1e-11,4e-11)\n",
    "ax.set_xlim(0.19,11)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29aa23e8-e37e-4a1b-8e6b-a34b624be907",
   "metadata": {},
   "source": [
    "Here we want to find the significance of this result, but we need to take into account the number of degrees of freedom. This is an extremely important step. The typical $\\sqrt{TS}$ does not work in many cases, as it assumes you have only one degree of freedom, which is often not true. \n",
    "\n",
    "As you now know how to set up the likelihood hypothesis and understand the steps behind it, you can use the internal Gammapy function that handles the dof for you. \n",
    "\n",
    "[`gammapy.modeling.select_nested_models`](https://docs.gammapy.org/2.1/api/gammapy.modeling.select_nested_models.html) allow you to evaluate two nested models.\n",
    "\n",
    "So, we can compare both `ExpCutoffPowerLawSpectralModel` and `LogParabolaSpectralModel` models to the `PowerLawSpectralModel` one. Note that this exempts you from fitting both models, computing the difference in the \"total stat\", and comparing it to the critical value of the log-likelihood ratio test for both cases by hand."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "574b2b00-106e-40d1-9f6b-ec0769c51690",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(4.866107059630394)"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from gammapy.modeling import select_nested_models\n",
    "stacked.models = sky_model\n",
    "result_nested_models = select_nested_models(\n",
    "    stacked,\n",
    "    parameters=[sky_model.spectral_model.lambda_],\n",
    "    null_values=[0],\n",
    ")\n",
    "result_nested_models[\"ts\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "02fd13ad-cd66-4062-8b59-9711d26f3d89",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(5.454063953435025)"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from gammapy.modeling import select_nested_models\n",
    "stacked.models = sky_model_log\n",
    "\n",
    "result_nested_models = select_nested_models(\n",
    "    stacked,\n",
    "    parameters=[sky_model_log.spectral_model.beta],\n",
    "    null_values=[0],\n",
    ")\n",
    "result_nested_models[\"ts\"]"
   ]
  },
  {
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    "So, it turns out that even though the spectrum curvature appears very apparent in the plots, with so few data points and within errors, the rejection of the null hypothesis (i.e., a power-law model, hence no curvature) was based on very limited statistics: $\\sqrt{TS} \\sim 2.3\\sigma$)."
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