diff --git a/.gitignore b/.gitignore index 0248a51c6..2574fbfb4 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,4 @@ build/ simple/version.py *.zip *.fits +*sty2054_supplemental_files/ \ No newline at end of file diff --git a/data/reference/Instruments.json b/data/reference/Instruments.json index e998615e1..ae0a3d324 100644 --- a/data/reference/Instruments.json +++ b/data/reference/Instruments.json @@ -516,5 +516,12 @@ "telescope": "GTC", "description": "Espectrografo Multiobjeto Infra-Rojo", "reference": null + }, + { + "instrument": "Xshooter", + "mode": "Echelle-Smoothed", + "telescope": "ESO VLT", + "description": null, + "reference": null } ] \ No newline at end of file diff --git a/scripts/ingests/ingest_zhang18.py b/scripts/ingests/ingest_zhang18.py new file mode 100644 index 000000000..68933b0c0 --- /dev/null +++ b/scripts/ingests/ingest_zhang18.py @@ -0,0 +1,134 @@ +import logging +import os +from pathlib import Path +from astropy.io import fits +from astrodb_utils import AstroDBError, load_astrodb +from astrodb_utils.spectra import ingest_spectrum +from astrodb_utils.instruments import ingest_instrument +from simple import REFERENCE_TABLES +from specutils import Spectrum +from datetime import datetime + + +# set up logging +astrodb_logger = logging.getLogger("astrodb_utils") +astrodb_logger.setLevel(logging.INFO) + +# logger for ingest_zhang18 +logger = logging.getLogger("ingest_zhang18") +logger.setLevel(logging.INFO) + +# Load DB +SAVE_DB = False +RECREATE_DB = True +SCHEMA_PATH = "simple/schema.yaml" +db = load_astrodb( + "SIMPLE.sqlite", + recreatedb=RECREATE_DB, + reference_tables=REFERENCE_TABLES, + felis_schema=SCHEMA_PATH, +) + +# Path +file_path = "scripts/spectra_convert/zhang18/processed_spectra" + +# Add new mode for Xshooter smoothed spectra +def add_mode(): + """ + Telescope: ESO VLT (existed) + Instrument: XShooter (existed) + mode: Echelle-smoothed (new mode for smoothed spectrum) + """ + try: + ingest_instrument( + db, + telescope="ESO VLT", + instrument="Xshooter", + mode="Echelle-Smoothed", + raise_error=True + ) + print("mode added successfully! ") + except AstroDBError as e: + astrodb_logger.error(f"Error adding mode: {e}") + +def modify_date(obs_date): + if not obs_date: + return None + + return datetime.fromisoformat(obs_date) # example: 2004-04-17 04:40:11.761000 + + +# Ingest spectra -- +def ingest_zhang18(): + ingested = 0 + failed = 0 + failed_file = [] + + fits_file = list(Path(file_path).glob("*.fits")) + + for file in fits_file: + filename = file.name + print(f"Reading {filename}") + spectrum = Spectrum.read(file) + + with fits.open(file) as hdul: + header = hdul[0].header + + # Get all neccessary info to ingest + source_name = header.get("OBJECT") + access_url = filename + + # Regime + if "NIR" in filename: + regime = "nir" + else: + regime = "optical" + + # Mode + if "SMOOTHED" in filename: + mode = "Echelle-Smoothed" + elif "Xshooter" in filename and not "SMOOTHED" in filename: + mode = "Echelle" + else: + mode = "Missing" + + # publication + ref = header.get("VOREF") + if ref == "10.1093/mnras/stw2438": # I + reference = "Zhan17.3040" + elif ref == "10.1093/mnras/stx350": # II + reference = "Zhan17" + elif ref == "10.1093/mnras/sty1352": # III + reference = "Zhan18.1352" + elif ref == "10.1093/mnras/sty2054": # IV + reference = "Zhan18.2054" + + # Date-OBS + obs_date = modify_date(header.get("DATE-OBS")) + + # iNgest + try: + ingest_spectrum( + db, + source=source_name, + spectrum=access_url, + regime=regime, + mode=mode, + telescope=header.get("TELESCOP"), + instrument=header.get("INSTRUME"), + obs_date=obs_date, + reference=reference + ) + logger.info(f"Successfully ingested spectrum") + ingested += 1 + except AstroDBError as e: + logger.error(f"Error ingesting spectrum: {e}") + failed +=1 + failed_file.append(filename) + +add_mode() +ingest_zhang18() + +if SAVE_DB: + db.save_db(directory="data/") + diff --git a/scripts/spectra_convert/zhang18/add_header.py b/scripts/spectra_convert/zhang18/add_header.py new file mode 100644 index 000000000..a07f01b72 --- /dev/null +++ b/scripts/spectra_convert/zhang18/add_header.py @@ -0,0 +1,129 @@ +import os +import numpy as np +import pandas as pd +from astropy.io import fits +from astropy.time import Time +from datetime import datetime +import astropy.units as u +from specutils import Spectrum +from astrodb_utils.fits import add_missing_keywords, add_wavelength_keywords, check_header +from astrodb_utils.spectra import check_spectrum_plottable +from astroquery.simbad import Simbad +from pathlib import Path + +# Path config +path = "/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra" + + +def get_paper_metadata(filename): + if "-I_SIMPLE.fits" in filename or "-I_SMOOTHED_SIMPLE.fits" in filename: + title = "Primeval very low-mass stars and brown dwarfs - I. Six new L subdwarfs, classification and atmospheric properties" + voref = "10.1093/mnras/stw2438" + elif "-II_SIMPLE.fits" in filename or "-II_SMOOTHED_SIMPLE.fits" in filename: + title = "Primeval very low-mass stars and brown dwarfs - II. The most metal-poor substellar object" + voref = "10.1093/mnras/stx350" + elif "-III_SIMPLE.fits" in filename or "-III_SMOOTHED_SIMPLE.fits" in filename: + title = "Primeval very low-mass stars and brown dwarfs - III. The halo transitional brown dwarfs" + voref = "10.1093/mnras/sty1352" + elif "-IV_SIMPLE.fits" in filename or "IV_SMOOTHED_SIMPLE.fits" in filename: + title = "Primeval very low-mass stars and brown dwarfs - IV. New L subdwarfs, Gaia astrometry, population properties, and a blue brown dwarf binary" + voref = "10.1093/mnras/sty2054" + else: + title = "Unknown Paper" + voref = "Unknown DOI" + + return title, voref + + +def add_header(path): + missing_telescop_instrument = [] + missing_dateobs = [] + file_proceed = 0 + + + fits_files = list(Path(path).glob("*.fits")) + + for fits_file in fits_files: + filename = fits_file.name + print(f"\nProcessing {filename}...") + spectrum = Spectrum.read(fits_file) + + title, voref = get_paper_metadata(filename) + + with fits.open(fits_file, mode="update") as hdul: + header = hdul[0].header + + # add SIMPLE FITS headers + header["SIMPLE"] = (True, "Conforms to FITS standard") + header["VOPUB"] = ("SIMPLE Archive", "Publication of the spectrum") + + # object name + object_name = " ".join(filename.split("_")[:2]) + header["OBJECT"] = (object_name, "Name of the object") + + # Query simbad for ra/dec + try: + result = Simbad.query_object(object_name) + if result is not None and len(result) > 0: + header["RA_TARG"] = (result[0]["ra"], "[ra] Pointing position") + header["DEC_TARG"] = (result[0]["dec"], "[dec] Pointing position") + except Exception as e: + print(f" SIMBAD lookup failed: {e}") + + # Remove deprecated keyword + if "RADECSYS" in header: + header.remove("RADECSYS", ignore_missing=True) + print(" Removed RADECSYS") + + # Check TELESCOP + INSTRUME + if "TELESCOP" not in header or "INSTRUME" not in header: + missing_telescop_instrument.append(filename) + + add_wavelength_keywords(header, spectrum.spectral_axis) + + # Paper metadata + header["TITLE"] = (title, "Title of the paper") + header["VOREF"] = (voref, "DOI of the paper") + header["AUTHOR"] = ("Zhang, Z.H. et al.", "Original authors") + header["DATE"] = (datetime.now().strftime("%Y-%m-%dT%H:%M:%S")) + header["CONTRIB1"] = ("Guan Ying Goh") + header["TELAPSE"] = (header.get("EXPTIME")) + mjd_obs = header.get("MJD-OBS") + exptime = header.get("EXPTIME") + if mjd_obs is None or exptime is None: + print(f" WARNING: MJD-OBS or EXPTIME missing in header for {filename}. Cannot calculate TMID.") + if mjd_obs is not None and exptime is not None: + tmid = mjd_obs + (exptime / 2) / (60 * 60 * 24) + header.set("TMID", tmid, "[d] MJD of exposure mid-point") + print(" Added paper metadata") + + # Fix flux units + if "BUNIT" not in header: + header["BUNIT"] = "erg / (cm2 s Angstrom)" + elif header["BUNIT"] == "erg/s/cm2/Angstrom": + header["BUNIT"] = "erg / (cm2 s Angstrom)" + + # date-obs check + if "DATE-OBS" not in header or header["DATE-OBS"] in ["", "UNKNOWN", None]: + missing_dateobs.append(filename) + + # add_missing_keywords(header) + check_header(hdul[0].header) + + hdul.flush() + print(f" Finished {filename}") + file_proceed += 1 + + # Summary + print(f"\File processed: {file_proceed}/{len(fits_files)}") + if missing_telescop_instrument: + print("\nFiles missing TELESCOP or INSTRUME:") + for f in missing_telescop_instrument: + print(f" - {f}") + + if missing_dateobs: + print("\nFiles missing DATE-OBS:") + for f in missing_dateobs: + print(f" - {f}") + +add_header(path) \ No newline at end of file diff --git a/scripts/spectra_convert/zhang18/convert_FIRE.ipynb b/scripts/spectra_convert/zhang18/convert_FIRE.ipynb new file mode 100644 index 000000000..e1ee8f53d --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_FIRE.ipynb @@ -0,0 +1,296 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from astrodb_utils.fits import add_missing_keywords, add_wavelength_keywords\n", + "from astroquery.simbad import Simbad\n", + "from specutils.manipulation import median_smooth\n", + "from specutils import Spectrum, SpectralRegion\n", + "from specutils.manipulation import extract_region\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import pandas as pd\n", + "import numpy as np\n", + "from specutils import Spectrum1D, Spectrum\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook is to plot: \n", + "- 2 FIRE_Magellan spectra (txt format) \n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Paths\n", + "path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files\"\n", + "output_path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra\"\n", + "os.makedirs(output_path, exist_ok=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading file: ULAS_J124947.04+095019.8_sdL1_FIRE_Magellan_Primeval-I.txt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/dq/78yjnq7132j29_6kkvh6zxtw0000gn/T/ipykernel_3430/3579788761.py:35: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + " ax.legend()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Extracted object name: ULAS J124947.04+095019.8\n", + "COPY AND PASTE THE FOLLOWING COMMANDS INTO YOUR SCRIPT \n", + "Replace with the appropriate value for your dataset \n", + "If you're not sure of the correct value, use None \n", + "If you started with a header object not called `header`, \n", + "replace 'header' with the name of your header object \n", + "Use the `astrodb_utils.fits.add_wavelength_keywords` function \n", + "to add the SPEC_VAL, SPEC_BW, TDMID1, TDMAX1, and SPECBAND keywords \n", + "\n", + "header.set('TELAPSE', \"\")\n", + "header.set('AUTHOR', \"\")\n", + "header.set('VOREF', \"\")\n", + "header.set('SPECBAND', \"\")\n", + "header.set('APERTURE', \"\")\n", + "Saved FITS with mask: ULAS_J124947.04+095019.8_sdL1_FIRE_Magellan_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading file: ULAS_J133836.97-022910.7_sdL7_FIRE_Magellan_Primeval-I.txt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/dq/78yjnq7132j29_6kkvh6zxtw0000gn/T/ipykernel_3430/3579788761.py:35: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + " ax.legend()\n" + ] + }, + { + "data": { + "image/png": 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ffGPX8/Ts2VOuxrx48WJ06tQJU6ZMkQ3lRo4cWZHdIiIiooowCU5UFqdUvo+Kv78/+vfvL09z5szBtm3bUFRUZPfjRd2LOBEREZHraT0tUClNzN4hIiIi96SoLKXi0j4qREREpLZZPwrUhIEKERERqXboh4EKERERGagsTnE8UMnNzTXrUnvs2DE5U2ft2rXO3jciIiKqBqajPW4/9DNkyBAsXLhQXr58+bJs/DZjxgy5XazbQ0RERO5LcfdAZevWrbLJm/D9998jKipKZlVE8DJ79uyq2EciIiKqJlot3DtQEcM+oaGh8rIY7rnjjjvg4+ODhIQEGbAQERGRe1FMKlPcfuinVatWWLlypVy5eM2aNRgwYIDcnpGRwUUCiYiI3JwCuHegMmnSJDz//POGhQkTExMN2RU2eyMiInI/iqLeGhWHO9PeeeeduPbaa3HmzBnExMQYtt944424/fbbnb1/RERE5MV9VCrUQr9+/fryZCouLs5Z+0REREQuolVZRoUN34iIiLycouKMCgMVIiIiUm2NCgMVIiIiMlBZnGJ/oCJm+2zZsqVq94aIiIiqneIJLfRPnjyJQYMGoXHjxhg7dixWr16NgoKCqt07IiIiqlZuG6h8/vnnSE9Px+LFi2Vn2vHjxyMiIgLDhg2T7fMvXrxYtXtKREREVU5lcYpjNSqiVb5Y5+edd97B/v37kZKSIpu+zZ8/Hw0bNkSfPn3w3nvv4dSpU1W3x0RERFRlLfTdOlAprX379njhhRfw999/y5b6o0aNwp9//imzLkREROR+tCqLVCrU8M2ayMhIPPzww/JERERE7kmrskCF05OJiIi8nWK8yIZvREREpFoK1IUZFSIiIjJgZ1oiIiJS8Vo/Ctwyo7JmzRqMGDECaWlp8jqLZomIiDyPVgv3DFQmTJiAW265BaNHj5Z9Uvbs2VO1e0ZERETVPtzjttOT69Spg5EjR8oGb4888giKioqqds+IiIjI69mdUQkICJDnrVq1wrhx47B161avP3hERESeRquyjIrdgYpok68tGbgSQ0CbN2+uyv0iIiIil6yeDPcc+mnevLnZ9djY2KrYHyIiInIhrbu30L9w4QImTZqE9evXIyMjw5Bl0eMqykRERO5LUVec4nigcv/99+PQoUNyenJUVBQ0Gk3V7BkRERFVC0XFDd8cDlTE6sh//fUXYmJiqmaPiIiIyGW0ipu30G/Xrh1yc3OrZm+IiIjIpbQqy6g4HKh89NFHePnll7FhwwZZr5KZmWl2IiIiIveimMQmKotTHB/6qVWrlgxIbrjhBrPtYkxL1KsUFxc7c/+IiIjIizMqDgcqojutv78/Fi1axGJaIiIiD6OoK05xPFDZvXs3tm3bhrZt21bNHhEREVG1Ukzm/bh9jUqPHj1w4sSJqtkbIiIicimtu2dUnnzySTz99NNyNeXOnTvLYSBTXbp0ceb+ERERUbUW0yruHajcc8898vyhhx4ybBNFtCymJSIicn9adw9U0tLSqmZPiIiIyOUUwL0DlaZNm1bNnhAREZHLabVuXkw7depUfP755xbbxbbp06c7a7+IiIjIBVQ28uN4oDJ//nzZRr+0jh07Yt68ec7aLyIiInIBtdWoOByopKeno0GDBhbbIyMjcebMGWftFxEREVUT05k+Khv5cTxQiY6Oxt9//22xXWxr2LChs/aLiIiIXNz8zS2LaceMGYPx48ejsLDQsN7P77//jhdeeAHPPfdcVewjERERVRO1ZVQcDlREozexavL//d//oaCgQG4LCgrCiy++iIkTJ1bFPhIREVEVMo1N3L7hm2juJmb3vPrqq9i7dy+Cg4PRunVrBAYGVs0eEhERUbVx+4yKXs2aNdGzZ0/n7g0RERG5lKKyjIrDxbRERETkWRRFvRkVBipERESk2qwKAxUiIiIvp5SakqymrIrdgcqkSZOwZcuWqt0bIiIicjmtO2ZUTp48iUGDBqFx48YYO3YsVq9ebZieTERERJ5DUU+cYn+gIhYdFO3zFy9ejNDQUNn0LSIiAsOGDcPChQtx8eLFqt1TIiIiqpbAxC0zKvLOPj7o3bs33nnnHezfvx8pKSmIj4+XCxWK9vl9+vTBe++9h1OnTlXdHhMREVGVUlGcUrli2vbt28vW+WKdnxMnTmDUqFH4888/ZdbFUdOmTZPN5ESmhoiIiFxHTRmVCjd8s7Z68sMPPyxPjkpNTZVZmS5dujhrd4iIiMhOiooDFZdPT7569SpGjhyJTz75BLVr13b17hAREXk9RUVHwOWByrhx4zB48GD069fP1btCREREABQtPG/opyKWLFmCrVu3yqEfe+Tn58uTXmZmZhXuHRERkXdQPGXWjzOJ4tunn34a33zzDYKCgux6zNSpUxEeHm44RUdHV/l+EhEReRutigIVjeJgQ/8ff/zR+hNpNDLgaNWqFZo3b17u86xcuRK33347fH19DduKi4vl84hp0CJzYnqbrYyKCFauXLmCsLAwR34MIiIiKjFx+S4s3nRcfxWpL/dDZGggqor4/hYJB3u+vx0e+hk6dKgMJkrHN/pt4vzaa6+VgUhZxbE33ngjdu3aZbbtwQcfRLt27fDiiy9aBClCYGCgPBEREZEzKWWu/eNWQz+//vorevbsKc9FJCRO4rJo/PbTTz9h48aNuHDhAp5//vkyn0d0t+3UqZPZKSQkBHXr1pWXiYiIyDVUNPLjeEZF1JV8/PHHuOaaa8yyI2LY59FHH8W///6LWbNm4aGHHnL2vhIREZGX1ag4HKgcPnzY6niS2HbkyBF5uXXr1jh//rzDO/PHH384/BgiIiJy9qwfuO/QT/fu3TFhwgScO3fOsE1cFq30xZCQcPDgQc7IISIiclNarRtnVD799FNZUNu4cWNDMCKmGrdo0QI//PCDodvsK6+84vy9JSIiIqdT0UhP5QMVMStnz549WLt2LQ4cOCC3tW3bFv3795fTigURyBAREZF70qoocnEoUCksLERwcDC2b9+Om266SZ6IiIjIs2jdtUbF398fTZo0kY3ZiIiIyDMopfqmqCmj4nAx7csvv4yXXnoJFy9erJo9IiIiIpdSVBSoOFyj8sEHH+DQoUNo2LAhmjZtKpu0mRKLDBIREZH7UtQTp1SshT4RERF5DkXFfVQcDlRee+21qtkTIiIiUgWtO9eoCJcvX5b9VCZOnGioVRFDPqdOnXL2/hEREZEXByoOZ1R27tyJfv36yeWZjx49ijFjxqBOnTpYvnw5jh8/joULF1bNnhIREVGVKB2WqChOcTyj8uyzz2L06NGyTb5YiFDv5ptvlisnExERkXtT3DlQSU1NxWOPPWaxvVGjRkhPT3fWfhEREZGLqGnox+FAJTAwEJmZmRbbRTv9yMhIZ+0XERERuWzWjxsHKrfddhsmT54s2+kLGo1G1qa8+OKLGDZsWFXsIxEREVUjNU1PdjhQmTFjhlwduV69esjNzcV1112HVq1aITQ0FG+99VbV7CURERFVWwt9t+5MK2b7/Prrr/j777+xY8cOGbR069ZNzgQiIiIi96cA7huo6PXq1UueiIiIyLNoVTT2Y9fQz5IlS+x+whMnTshsCxEREbkJxfyqiuIU+wKVuXPnon379njnnXewd+9ei9uvXLmCVatW4d5775XDQBcuXKiKfSUiIqJq4HY1Khs2bMCPP/6IOXPmyLb5YsXkqKgo2fDt0qVLsn9KRESEbAS3e/dueRsRERG5JwVuWKMipiWL0/nz5/HXX3/h2LFjctaPCFBiY2PlycenQksHERERkYoCE627ZVRMicBk6NChVbM3RERE5HJa9cQpFVs9mYiIiDyXVkUZFQYqREREXk4pFZioqZiWgQoRERGZUVGcwkCFiIiIPKhGJS8vz+ZtZ86cqez+EBERkRMpioKdJy8jp6DI9n08qUZFNHTbvn27xfZly5ahS5cuztovIiIicoIftp/GbR/8jREfJ9v9GLeuUenbty8SEhIwffp0eT07O1s2erv//vvx0ksvVcU+EhERUQUt3nRcnu84ecUth34c7qPy0UcfYfDgwXjkkUfw008/yeGemjVrYtOmTejUqVPV7CURERFVSGGxttz7lE6gqCihUrHVkwcNGoQ77rhDrgHk5+eH//3vfwxSiIiIVKiw2PGow61rVA4fPozExESZTVmzZg1eeOEF2VpfnBcWFlbNXhJVob0pa3Bscifs2vgDjzMReWdGBR4UqHTt2hXNmzfHjh070L9/f7z55ptYv349li9fjri4uKrZS6Iq1HLVCDTVnkDndQ/wOBORxykoKj9QKU1FcYrjgYqoUVmyZAlq1apl2HbNNddg27ZtckYQkbsJ0BRbbMvPy8HhXclQtI7/ByciUpMCOzIq8KSMipjdY01oaCg+++wzZ+wTUbXRFlsGKcK+Wbeh5bKBODmlIzJOpfE3QkRuq8iOGhXLFvpw32LahQsX2rxNo9HYDGSI1Gjrqk/Ro9S2Y/u2IiYvVV6OVk7jyGdDUW/SDpfsHxGRt2dUHA5Unn76abProoA2JycHAQEBqFGjBgMVcis9trxgdn3HuqWI2TjGbFsL7dFq3isiIucp9LYalUuXLpmdrl69iv379+Paa6/F4sWLq2YviaqJT8pHPNZE5HUZFUXFGRWnrJ7cunVrTJs2zSLbQqRmx/ZusdiWFxTlkn0hInLl9GSP6kxr84n8/HD69GlnPR1RlREzec6eOoKm395gcVvPK7/wyBORR9FWIOhQLHIsbhSo/PjjjxaVwqKN/gcffIBevXo5c9+InC476zIuzkyURbJERFRC8aCMytChQy1m+kRGRuKGG27AjBkznLlvRE515eI5ZM7pU6Eg5eSh3ajftA38/AP4WyEij6eoqEbF4UBFywZY5KaOfPoAYiuYSWn8tS5buO2aDxE74D4n7xkRkbpotR5WTEukBrnZWdj67q3Y/OM8q7fH5vxT6deI/Wcc9m36tdLPQ0SkJkqpsR8VxSn2ZVSeffZZu59w5syZldkfogo7NPs2dMvfCmzdCNz2eJUdycykL4C4/lX2/ERErqbAzQIVsY6PPUS9CpGrdBZBSomiwoJK1ZMUKL5W1wAS4i79jC2rvkD3mx+s8PMTEamJorh5jYpYHZnInWjfrI/d/b9Ep2tvq9Djt7WfgK57ZyBQU2j19ojNMwAGKkTkobSKG9aoHDlyRFURFlFZRDakwW9PVPwg+fih8LmDSIkYZvXmptoT/AUQkcfSqujr3seR7rPnzp0zXL/nnntw9uzZqtovIofk5+VYbPOBtsyhnTIpxagZVhtKUC3+JojI4ykWfVQU9wtUSmdTVq1ahezs7KrYJyKHZV0+b7HN1yRQObzTfMbPFU2Y4fK2kGstHqvNuaS7UJDF3wYReR1FPXEKpyeTZ8i+ZMz26WkUY6By5cxhw+WDfq2hwFj4HTvhZ2Q9k4akxg8ZH6wtkme+ZQQqxUW6+xAReRrFHTMqYkZP6Vk9nOVDapGTWXZGRSkuMFzO7zvJLFARQsPrIPGR940binVFtCHxo2y+5uYVsyq720REqqC4ex8VfXQ1evRoBAYGyut5eXl4/PHHERISYna/5cuXO38vicpRkF0yVGOjRkUpMgYq2iLrM3lMaUoCmw6Jg3AqKhlabREuf/cU8toPQ8/tL8vbahz6GcDz/N0QkcfQaHTDPmqqUbE7UBk1yvwvy/vuYxtxUg9tYb7FtiBNIbau/gL56fvgF97QeN+iAouMiq1ARWjUor08j564HlcunQdKAhX/4lwn/gRERK7no9GgWFFUVaNid6DyxRdfVO2eEFVwNeSrVy6gKPeq1du7pYyX5wd9Wxm2tew5EFf/erXsJ9Zaz7oEBgUbLgdpWUxORJ5BKQlMfDRAsbsvSkikFntT1qD96rshBh+jyrlv6+JD8nxbjV6IDa+DLJnftLzfYd8WaFl8BKFxI60+T0BAkOFykJYZFSLyLBpZi6qoqkaFixKS2xJBiqOK/ENLLlkf+mn0/F84ed/f6JBwk9XbfXyN/VdyfWo4/PpERGrmU/LR+MH6Qzh/1XJI3RUYqJBLJX0+AXve6oW83OoZRlF8/XXnNm4PCg5B41adynyOpBZPyfNiDROSROQZFJMaFb2Xlu+CGjBQIZdKPP4xOhTuxs5fPquW11N8dAsVnmyn65myIzje4eeo0+F6eV6zONPJe0dE5Fq+JoHK3nR1fMa5NFCZOnUqevbsidDQUNSrVw9Dhw7F/v37XblLVE2SF01BygcPWp0+XJUUX12gEnfXCzh0+yq0e3qlw89Rs46uIiZMUcd/YiKiytLXzpq2S9PaXoXEewKVDRs2YNy4cUhOTsavv/6KwsJCDBgwgK35VezUkb3Y+t5t2DJjKA5u21jh50k48B7izxt77mg0jr0VtcWiLr3igYrGxwetYnohMMjxOpOatXWBSg1NPvJyrM82IiJyRz76IhUVcekg+y+//GJ2/csvv5SZlS1btqBPnz4u2y+yrfDru9FNe1x35Yf1uNLkAMLrljfnpnwan3IWCTSRMmcUWl74AxEm2/bfsgI+qyfIrrMaX390XDvC+oP9jdOLKyosvA5ylQAEawpw9vgBNG3XrdLPSUSkBj4mKRW1TFFWVTXglStX5HmdOnWs3p6fny9PepmZTL1Xt2b6IKVE+Jw2SK4/EgmPf1Sp51VKLc+gl7L0XYQc/glR+cdwvOcr6D74EcRfsByuadvjBqDHFnm5sCAfWGv9dTQBlZ+pI7Ixx/2bo23RflxI28FAhYg8gCL/NU2oqCNMUVExrVarxfjx49GrVy906tTJZk1LeHi44RQdHV3t+0mWEtK/0QUHlWBr6Cd+z5volL8dkbiE7qnP2fVc/gGBuIBw668TYL7kQ0Xl+deS58W5DJbtsWvDcuzfvM4px56IqiujAlVQTaAialV2796NJUuW2LzPxIkTZdZFfzpx4kS17iPZdvLQTqvbkxe9idSVH5ptU6xVaFkJVKwFP+dPH7Pr13CowxNWt/s4IaMiFPnpnqc4nzUq5ck4lYbO6x9E259ud8qxJ6LqCVTUst6PKgKVJ554Aj/99BPWr1+Pxo0b27yfWBAxLCzM7ETVx2qAUeLyT5Mstp05th8JB95Fz+0vmT02+bNn7MqoWOutcv7UQYttqV0mW2zzq1nX6n76BTkno1JcEqggn230y3P5rHG4sLKZNyKq+hb6hm1QB5cGKqJQRwQpK1aswLp169C8eXNX7g6VIT8vB1mZlisU68Xm/GOxLS/bOCxSZLJiceKpLy2fwMfyrZifnWWxrd3Pwyy2hTbSLRpoKqCmaamtkX9IbTiD1l8X8CgFzKiUx7Sbb46V36mp5G/ekDPKLpw96YTfEhFVrIW+jkoSKq4NVMRwz9dff41FixbJXirp6enylJvLNVTUpKiwABnTuyNsVguHHudjMpNnx68Ly7yv9vAG5FzVFVPrpX37gl2vo/G1rAkPDrceqNSq79jPYItSEqj4MFApcwp5ynczcOmwrshZuHrpnHw/WXP66H4kHJyJ7lnrUXduR2xaMccpvysisp/534zqiFRcOutn7ty58rxv374WKzWPHj3aRXtFpZ07nYZo5bTjB8ZkOKdH6vPA4DE27xp36Sf8O/s4Or70p2Fbzyvm09dtCQi2HM6pWbue1fvWizauolwp/rrFCTXFHMqwZeuqTxH/r/mwXKOFCfJ8c7dp8v1RmL4Htc+mIPD2/yI/JwsNTe4bt+MVKEPGyVlWeqJJoOLjj4T/+9g5v0ciD6fYmRax1kJfLQsTujRQUcscbSrbxZOH0KDUtn03f492q+60GB4ybaCWsXoamprcLupUTL90SutYYL0gtywHfVuhRdvuFtvD6lgPVAICjasfV4bGL1B3rq2ejrpqdnhXMjKSFiH2/qlyrSS9opPbbD6mx9b/mG/4boDV+509dQT1o1vJ907yV68gsaRJ4PnTLyOioem7i4iscfRr1rSFvlq+o1VRTEvq1ujXRy22RTRpa7HtwPuDza73vLza7HqhjZR/6WDHEc1e/Ae+flaGfmroV0muGho/XcDj66UZFdPi6JbLBiLx9ALs+XA4sq5clNuSFryMLunGzsMVlbZ+gTzfse5bJKYZZ49lHNtT6ecm8gZaR4MNFtOSO6oFy4JRf39dRsFU5/yt2Jf6m80ZQls/f1r20yjLvqSfHdo30TPFGpG52X3jQmzu8a7MujibpmTox8cLMyrb1n6Ny5ObYMe6pSjIzzNs73Z1I7JmxWPTf0ciMe0DucRAZSUemS1rWvIOGYcEhSt72ZOFyB72Dt/osydq7KOiqs605Doytf7Zs/ApyILiG4iOI97E3gVPwS//Mqw1iPf1162ZY21WTtLux9F60DizFvdCwtklgDiVIWbDIzhWvwWatI01DeyRr/gjUGOcOWSPTr2HyPMjW837uDhz6McbA5XYf8bJ89obx+Bkkw4wbSjQUMlAw0s/lfn4zWH90SPzV7tfb8fahfDLOWu2LfLU7w7uNZF30joYbfiqsI8KAxWS9m9Zh8RTXxiOxqYvLiHu8irbbxw/f5u3JR6bB8ybV+Ej2/TbG5DS7j/oqWjgo1Gwufs7aLj1PfklWBG+qNgChmXxKVkzyM8LAxVTGStfMgtU7KFpexN27rqMLnmp8rq25Pesl9r1LRSdO2R4P4Zum4/owqNmKekgbbacVZQ69xEgsi3i7/mPWdB9IeMkIuo3qeyPR+R1NKZ/IaojTmGNCunkZ503OxT1MneVeWj8bGRUnCV+3zTDl1eL+FtwecDsCj9Xtq/1dvqV4RtQUqPi5YFKt6sbHH5Mx+uHo/MLxsWYLmvM64kax/ZH4phZSI4aLq+3KTogF4A0FaTkYdeGZXIF7vi9U7FpxWzDcGPyp+MRMa+zRUdkIm+kNcmK2FhSzeasH5XEKQxUCEg/cQhtN5i3nG+mtb08QZpPM/ha6V1SVYJDwtAy9roKPz7snvnY698RO/p84rR98i2p0fFTvDtQqYigGjVlDVFyq/FIibgDJ4LNG/aFlPTAUQJtB5g1lFzkph8wXI/b8Sq2zdAN9YnCXqH9tilV9BMQuWeNisaO+5tOzFTLrB8O/RDOf/0w6jtQ/1Hk41/mNGNnM53yWhGNW3UCXrbsnFsZ/iG6L9Eaxd7RmfbKxXPY/9XTCMw7j5hKPE9q+AD0LLmccN8b8nzLz58CqSmG+9QM1S34qAnWnVsjCnWV7HNm27plb5RNA/UT5P1RVIk9JfIMWnv7qBha6DOjQipUp+CMQ/dX7IrL7XMetr+MhKRmY2VQVDow2uffAcmtLNcMqi5hEbrKjLrKpTLXQPIE4ufLnZ2AuEs/IybXGFCYZtjK829ADE6PSkHsE99Y3NZt0EPYXiPRouW+b42y3xv+mZZZv7Sdfxsu+zFQIYKitd4e3xYuSkhUSt1JaWX/pwk2rs2TUuc2w+V2Lych4b7XXXY869aPlucBmiJkXjL/y97TiMUh6+O87dsHvlPuc2igRcPm7azWNokgNOi6Zy22B4RFlvmcPbIsZ/7kZ10wXPY1KdAl8lZaB4dvzBYlVMl/IQ79kMMFU87MqJQ3hKSfBizEP/UVDm7biPB60bDed7b6iA68+inT2VmXEV43Cp5K/Hy6OU7WhdQu/2fPaj20zNvbxQ/A9qx5qNOkPfRzdVr3HAA4WKtbvNexPjxEnk5biRb6KolTWEzrzURKP+XbaWikmPeoKE+xRjc1ObXWIGSicvUj5dH4mf8F3jq2D+o1Uscq2zka3dd3fo5xlWhPkDT/SRS+VgeHdvwlr+eVWixSP/SmF1anfrnP2X3oU+Xep2u/EWjSpqvheo2ajs/WKt0NmcjbKQ7e3zRQUUukwhb6XmzXxhVyaqe9Nof1QwbqIGSYblXbnuOXoHDspjIfs3fQ0nKfN7XLZBz2tb6qsU+pQEVNcjVBHheoJM99HIlnFsJfU4xWK3RLIuRlWwYqV0KN3X5Da0WU+Xs/6Ne6wtPZUzq8UqHHEZFlRsWeWTymcYpaGr4xUPFiOad2233f1K5vo8ezyxA56TCatjP2qvUzaaW/s+/nFl8s7eMHlvvcPe94GuEPr7R6m09Jq3o1yi/JqBR6UKCScHaxxbYCKz9fYIebDZetrbVUu0ELbO89Hwf82iDgzoqvdBx/9wQ5hdnUthrXVPj5iLyNYhJrKI620Ic6MFDxYkqRfT1Ajvk0RvdbH7daU2L6JRVcq578YqkIfxtTkNWcUcn30U2ELcz17CnKhbmWGZXmsTdgR5/5OHyH9aGWqMYt0fXG4WjzSqpZYFsRXR/5EMltjO+rwkBjgXV5Th35F/veSpTrExF5I61ZRqX8+/uaVNOqpY8KAxUPt23NAuyY3h+XzllOQdZcLb82RXwRRb+80zBltMxW+iVv6uTIu+T5+cftz9gE16hpdbuPSTGt2hT66jIqxXlZ8GRFVgKxoJBQxNwwHC27WGY3tiXOdmqfHVG4nHCvMVOnNDDWsZTn6qIH0a5wj2F9IiJvX5RQKSf4UGGJCgMVT3Bw+5+y8HHfJsuF3mKTnkJM7iYcXPSc2fa8nKtIOPddmc9boPjKLyJbQYrgaxKoKCUT9hPGfQq8fgURJVN4xbo95QkItD7E42tjdWQ1KPTTZYG0HhyobP5xHgouHLPYHlCyhEBpJzX1ETtwVJXsy87rPkNy/ZHofvt4uf6TKOjdN+g7pPk0RTqsT2VuW7S/SvaFyF1oS0Uq5SVJuHoyOd2R3SlovfIWw/X9PivQtscNFvcLyDP2lxC2LX4NxhZb1mntiGNNW+nbanxWt30fYN+0cp/L6vOreOin2E839KPke+7QT4+tL1rdXjpjsjOoB7rkbcbJVvc6vEihvbpcfycgTmK/bn0MECchfieSFr6K+kcqvh4UkTcNBfmU0WLCtI+KWnDox40VFRbg3O51Ztsu7vzFZsMtffMuEVAEXdhb7vPbE6iYZlsUG4lCjY/tjIy9a+qokda/pK6mIBvuLGXOA0j54EEUF1W85XzrJ1di383fI264a2bpaEpWsy5vGQAib6MtlUJRHJmerBIMVNzUxYxT8HsrUq4ybCrm2JdW769RFJw7fRT+0xrJxdtic4ytxm057de4Qm3lLV7bxhs/qcF9Ztf3+7W1uI+fiod+tP4ldTUF7ptROZ9+AvEXfpCrEPu+WbfCzxMcEop2cf3LHCasSj4B+hV+gB3BcVbvc3JfajXuEZFaa1RglX67PW32qxsDFTe1/+fZNhdrs6ZLXioOrZkr24qLxdts2R6cgO295uKQb0v42Tmt9N8Bi2UBZcNmloGGoGiL7Xqeuo8sw7aQa5GtGOsf/FQ8PRklX44+he6bUbl81rL+xB35BBgzKsUxI2W/n9Iy95pnH4m8M6OilHl/XxVGBWyh76ZaH1tidfvOoO7oYuMxicfmlfmch27/Ge3axOpWK+5/r9370vEaY08Na4ptTIMWWR5Tovg2YsLP2Dmtnwys1J5R0QTqMiq+RTlwJyKzlvfJIJxqeTf807fDE/gGhpj13tHCMrOTeOITHNt/H7LOHUfNdS8jZ8C76JBwUzXvKVH1UkoHKrYyKiUBTOmhH/F4V2dZVBg7kTWbVszB0cmdZF8IsZR9BC47/VfaKuZaXZDiZMWF+eUv62kiKu+I4bJ/YPm1B67iExgqz/2K3CujkrZ0IqKV00g4NAutrnrGcIhfYA2zuqZijfH/wa7rvzBcbrr4OnT67X400x5Hs9UPVPt+Eql16EevdKBy7fT1yMorhCsxUHETcTteQTPtCVxY+iQOpq61eT99JsJRmzpX3UrEpoGKGFYqL1Ap1hj/Gq4bVVVzSCrPN0iXUfErdq+MSkDBJcPlcDgeZCU1rJrpx5XhF2QMsH39g3Ai8jp5WQwBdeo91KFhUiJPopQOVMoZ+imdPDl1ORcrtp2CKzFQcTM1Cy4gZsMjTn/ebrdVXUOs6Pbx8rxA8UNX0yElG4FKTcU9MhR+wbpAJaA412X7YGtKeFn8KzhUJVrZ77juU/QY/S7UnFHx8Q9Alwfek91si0b/4tTmc0TuXqOiLaeY1tqsn6Ji17Z+4/9gN9NCe9Spz5fcajzSH95S4UXj7BFeNwoXxv6LognGIR1BKRk6KW1/+LXyfJ9fe6iZf7Budd8grWsyKsf2b8f5yS2QvOjNMu+39Zcvsfvv/xmu+2srFlhpg+sg5vq74K/CuqEAk4yKKMAWKy+Lbrb6Au/kevdYfVxlpmQTuWUxrVJeMa1loOLqxQkZqLiBU0fK73lScRrUjzauhFtVxBCO+PLQDzPtCoxFp7tetXrf1vfPRnLbF1H/cesLFapFQA1doBWo5Lnk9a8uewqRuISEA++WWTjbLflpdPr1PuzasBwps+9Hm6IDdr/GYd/mxis+6q29DzCprfK30jW3ZhdjU0RTW+eMqFBWish9h37KZq1stthWGqaaMFBRqQNb/8Cet6/Fga0b0GhhQtW9UGb1jz3GDXsGnSf+gdBwyymkQq2I+kgY8ZI8V7PAEF3gFaw4lqEQf8WLgCFlydQKv7Yoqu5YsKPc++VcMXYk7rz+QcRf/NGu598d2FWuUlzvKZMpvcX2LWLp6oyKGPopa2gozaeZXNVZ6HllLfLeiJIF6nve6oWkz1+opj0mclVGBQ73USl2cUZFvX8ieaHDu5IRuewO7Im6Dd3Tl8JfUwz8eFuFnis3Ows7fpiFckMck8JVckxwjTB5XgN58q9ye2shdvz2tS5gkEHDRMP2lG+nI6RRe3S6tvzf+Yk1c9DIyvbsrMvY8+sCtOp9N86d2A9llfUW+KWlhg9EzytrDNc7TdxgcR+/rJNQqyCTRS2t9e3xNwlURLF24fWvA7/q6qWCNQVIWv4eEgt3A8fFQprvVNNeE6lvUUJfKx9jxaxRIT2fFY8iDNlIOLtYF6RUws4vnkbCgffKvZ8mouqHfTxVUE1doCKa6ImlCexVkJZsuKwt1v2e9yStRvzet+XUWbuYTL8Vdk+9Ti40ufvLp9Fz5yRkzB+CNj8OQduifeU+VXLrZ9HzmaXlv6SN4mc1CCopbJaXSzJdpvyDjIGKVuOLjr0GIzlquGFbwLldhsusWyFv7KOi56PCjAqHflTEX3E8tX4FIdh3y3KL7Y0v/GXX47sNedLh1ySdGiFh0Cq6/9TZWcYpv+WpedlYc5SVqXvc1VOO1SEppT5MOuVvx841n6P9hV8dXjU4YeRrZd6+pecMOVTSYOhkqJWvnx9Su74tV+qu18ikrsbK0FCxRpdI7jp6pmFbrRxjh97LF9KrfH+JXJZRgXX6acvWhn5Kr8Bc3RioqIhp/xB7HY5/C+163Gix3d4+gmqcweEuxLo2WRrdX+oZaf9avc+mZe9j0+z75FCctcxEdkkNiVLsYEOlUhkVof32t6G1+zevk1J3SLn36T74EbR5JRWNWnSEmvUcOg7xw41DaaYCTDIqSsn/M9HcUNThCC2LjTPSMs+7tmcEUVVmVLTlZEesrZ5cxEDFuyV/+RKSvvyPvGyt7Xd52vfRLXtfWkPlbKX3jcqXrdENOXRYM1wWZJoShZlxu15H3MX/YfdvXxm2+2mNjcZyruhW9FUcLVS1EqiEanJRC+UvkHhpnHE4KDzeONRUpHju3y2BJrOCfBTjsGpeXcvgq/l3A+SK0mqx849l8jNC1EGJocKU72YgbY9ndBQm9XemFTj048UyL19AwtEPkXh0LjbPvBMBDk5z3X/LCrlqbWlbZljvxFlaate3HHo9Kuf38Y+xV4mQeHy+4bLGxxiE+pkM8WWdLemLY7Iekr5uxdFAxR7J9UciuKS2pvR+FcAfnsq0hsVHMfZOCW3bx+r9xYrSVVk0f+WC/X9IdPnjIfkZsf23Rdi6+jPE/zsZzZf2q7L9I+9clFAxNHyzvI3FtF6sqMAYmPTI/BWNHMyC1KzTwHBZNFTT6561vtzHpobfhJ5Dn3Do9ciS6V/nBft19SHW+JSstFy6Fin2n3G4fD4dSn6mYdvht+Nw6dwZpwcqSc2fQPeH3oe/v3G4z8fXOPGvsKR2wxOJGhZrv7OO19wia3BEndfmUPMhVFGcXBVtB1ouGwhlTjeHH5t/9gCKTnrGIpLWiCLmHdP7I2WOcYkG8f/g2N4tdj1+x/rvkPyNeuuoXEXrYCMVHx/1ZVQ895NJ5U4c2oXgr603oaqIkNBadt3vlCYKPqP/h55NdR07qXL8YPzr3D/P2LPEgrYI59NP4NC6BWitNf8CrPVBWySaXG9dfAiFH3QE3rho2FZUWID9796Aq6EtEP/kQocDlWP3rENi++4W2+s0bGG4XOjBGRVTviaBiphSLmpwhORN3wLGUiJkXjpnNu3ZGS5s1WVq7BmiK00pygcCQszeE1XZUbq6iCGtsycP48LJg4jJ3QTk6oIWEVye/fgOtCvcIwPJRq1jZbYxvE4k9qasQUjtKNSp31TWGonjoF9aZP/ma9G2xw2u/rHUQ4F9LfTLGPpxdTEtAxUX0S4aXsYKyI6z9wNLzHhoxCDFaWqIZm8l/69D89NtfnnU3/Q2IlLGI8LO5y09Pf3Qjj/RsWAXcGGXzMB0PP61Q/sZUOoLN+3u35Cfk4l2Jos+FnlJoOID60Nr/rm6eiG97MsZQKPm2PzzJyjOOm+zUNchDv5lKvvzlFxOPDYP24ONnZH2pfyC7O0r0fz2V63OdHIXm76fgfg9byLb1xg0505pjAM1e6Jb4R55vd1Pd+CEpiGClFwkt30UCfunG9YPOxjQFlFjvoO+fWTuZdbnlT3rh8W0ZKemWuc2z/I1SeGX5VT0rU59XW933N/44dq66CD83oqUfx2W1lDJcPi5TYcefP2MwU/GvFsRBuP6Qtuu+dDscdtq9LJ4rkCTGg2heYeeFrPFCjVeEqiYZFRMBfQ0L6BtsHQwNs+4Az1Sn0f8vmk4uP1PXM28hKOTO2PTf00W1yyxbc0CpL5/Fy6cPYkd65aisMDa6syOBSr5eebrSHXNNfbgET134s8vw6UvrK9jVJ3Ecdmy6jNcuagL9sTPnrL0HeD1cHlKmxwjl3PQD3/p/4/sS/1NBimlZ17V1OSiW/ZGs9eIVk7rlowoCVKEAE0R2hf+izofdTBsyzt7UGZeLmackkNH508bp557I60T+qi4eq0fZlRcRPTf8NE475dvb1fUnvdNcdprEhB67xfYu/ghtC/5y084+e1zOBf/EDpV8gAFvdMIO4Lj0Hrc9yg2qWcyXatH9DeJHXAftDeOwKGpCfBVitD5mZXAW5Hmz2XHEEZ6WGdEXznt8b9WX5PhOlOd+9wOrBttuB6kKUSPrN8N1y9tmIcL/7ZFgvY4ml06LrMdyV+/hhrRXdDlumGITXpKd8e5HVFX1EykfoqiziPQ7aZRxv+fNprmiS/2wzv/QquY3mYZORGsWq5cZM6RnjlVZdeS15B4egGOb56BsFd2Y9fsuxB/1djduLlYTPXjGLl2VJviNLltr38Hs/83zpJwcAYwZYYhwyJsDemDmjc+jzbdroOnKsjPw9nj+xHdOsZse36R1r6go4wW+lw92UuI6P7Qjr8N150RpNStH+3wYzxhTFtNGrVojyZPrTbbJoqZ7e4wWw4xZl/jvSa4tN36Gj1XA6MMPV1aTUxG85c2W/yOkyPvMiwIWZY2oz+Ss4IODzO20vf0GpXSypqi3ePiz7ovwRIp88ci8chsWRtxeFeSxf1jclPQfdN4FL0RYZzJZeO//ZbPnpbDG6kLzYeX8nKdX9DrDCJIE9keEUiJWUzdT30jtzfRnsL+1N/QzSRIMdWyJEgRKhukZCLEsGZTeUR2ps2PtyH5w0dwbHKn8ovV3dDu2Xci+ps+2P7bYrPteYXFDmZULLexmNZLiNSkiPB3Zy5EftZFWJY12u/UA8kIrFETEQ4W+sksTiVel2wXMm+vkYiuOZZfVs6SeHqh1e0Nh88yXBbBit7BIf/D5T/mIHrY20ho0tqu1wivHYGExz+Cp/O1UaMiHL51GQp/fQOF3cegMPsS4na8YvOPi4SzSwyXc1ZPKrPe6MzJQ2jQtC00JkGSaT2TWDZDSDzxKQBjMFRgZ6AiMy+VLPwVTQlFv5/Wve6wuiCoCE62/rIA/ju/QlBRliGz11L8Y/Ll1m71XXCGYyM24OIPE+GrLUCXvM1mt+Up/vB9fg+aBQQh5ePHEH/BvpXWE859J8+TVk5H4hjj/x17iGDT9P+Y2nTL/lOe+6XOA/qNMGzPLRWoVISrV0/m0E8V2/T9TGjzMg2LA3b6vXKNpESQIv6Kd8Qe/07oULgbm9o+X/4ihVQhXV/4Bf/+swod1xo/IKqaaBcfH219rabWsX0AcSKHAhU5W6Rkxoj4YoZJoFKW0l+kpeVmWRbOi4xE6ezXedQyK7gusHMNqVOHd6Nl58r97975xVOIP78ce3d/jVov/2PW7ymkZjjOvdkW3XHe7ufbHNYPPTJ/M1y/hFDUNp1WZcVJTX3k+9SA352fomnbrmj6wmrs2/w78NMd8vatNfugU9Y/2H/dR4gpmekY/+QCeS6mJuszXiKQ2d7W9npnIRfE4pOQdTQ+p1LR9bJuiG9n/Aw07zEAdeo1Mqu/2f3zXFkbk9T0cSSMmmr3ULsrFPibZ0/z7cyolFVk2zLSubPfHMVApQqJv5jidr/htOeT//EdDFLEf+zYZ39A+snDdv9lTRXT8ZqbgbUVP3rHfBo7VGTtE2TZ7I8qF6iYEl9GWxM/QHTSq7KIszJy9DNRTGpUCvJyZTZOZDKCS7aJmYBJnz6Dhr1HQdEWoTDPvozKxcNbZIF0UVEhAgLLq2qxrvO5n2VmRBSn6u3++39os3YUfDXFsMyxmNtU62bEXV4lL+8IjkePZ5ch/cQhnNmbjDrR7ZG58jnUzt9m8bh9/h3kFGThVNvRFrOrxLRkvcBrxiLgmv/BvApDJ7xVPHBQd/nozYvQvk03nDr4ldX+VF3yUrFz/feI31PS9LIkIySG6k6kNkTw85sQWLLswpX345FQ8hxi5lXK93URf/cLUJMrF89BH54UBpgHKnmFdtaolOGpG1373aHesNADiA+NyspRAmUUv8+vPZoON6aE7aeRH7j1GaRUi38HmI8P20v8jkMfX4vzjxtX8S2Pb6CxpwbZz6+MGpXSug28H5GvH0WBYj3lb2+NRH7K50j6ZDw0RbmGbQX5uhk9508bZ7sIiSc/R9PF16HZtzci+/xxuU1MzS2L/4H/Yf+03rg4tZNdjerEDJykL17E+XTd85cmpmQL2j//iwA7V3JvMXw6rirBSPNphs7P6+q26ke3ksXeTdt3R16QscB7z03fYq9/R5n5KOytW0JECIy0nGYdGl5HzmQ75hONlrG2i2FbdjXeVqdxazmU2fDVfbKDd3K9e3DmwU1IiRhmuE+XDQ9bfR4xu2jvR/fi6pRoXJnS1CLQEcHNkd0pSFkyVRZBJy96E5tmjZDdhkX2x/psr6qVcdy4LIaP1vx7p/TQj2sHcSqGGRUHJC+aAuRcQsIjxlVXbRFT4i6dPYbKxqFn7vwRiZVM6ZL6syqJDxqnXJblAsJRF7o1hWpGGadGk/387MyomMpHAAJEJ7JSLtaOAc4ZZ2HZIrtFlxr1OPrXUkQNn4hLpw7BVll83S1z5Hm2Xy3kFFxADY31L0HT+qhNqz+F35HfUdSqP+Ju181EunLpPC6cOozClU8hOzASoXlnkFh8CLu+SEGt59fizNG9iDZ5bjEl+3CTzuiUu9ms/kQE4sUbZ8iFNTvnbzW+ZswUxNVvgvNjN6FuUIjVWg7fdjcDKbr/HB0SbkJel2vl+lhNRKfkdbr7hNQ1DrmYin1hla6nTBlDLiKTdOj2n5GXdRGdSvrKiPubDuc1eOJznDs9Cae+esxsqreQUncolNrNkXDofYup0aW1+H4AxP++wrfeRYI+kJuzSmY1kraNRuKY/6I6ZZ4+ZLjsV2Dscm29mLbsFvpWJv24HAMVB+jHO/dtHix7UIh+ADm/TUOdodPQpE1Xs/tGfNzF7uZethz0bYXWlQxSFAdX06WqJaZn6mc+pIYPQM8rllHNtsTZqJPyLppqT1jcdu7mz1B3lW4hygYtO/PX5QDRlVn8dbw3ONbq0EFZFFudgGs3A0z6xJ3W1LO7Z47ozbJpWTDidr1m8z7NtboeIJcieqDWmXOoYfpiAI7cuVZ+aZrSP1/O9hQUDn4MebnZ8J/VAS30gUiR8a/vzmIo5q1Iq4GSaPUvPj5ENjc79hG0umYoOtaOAEQwLqaznziEulHR8PPzR1xJABFRv4nNnyV24Cgkn09DQL3WEAsIiOJfcRJdaPWimhn7oZRmT11Iq5hry71PZMNmCHxsETDLPNAXtS4Zp9KAQ+8DFWzMKCSe+hK7/7wBeakL0Xzkf1HXpKliVSk4b8zKBRRllZlRKa8uVqPC7wwO/dgg/vOIxf22zLgdqe/fbdY0SEwjzLpyEW1+HCL/ktEsNi+g3JP8i1N+OTY/HB2hxvDYi51rYGztXVRbzpew+oHedNJui0Zu+Yo/mnfpheS2L2JT5zdkSpzs5/vgz3KILfohXfGlI/xMFjI01az3cFmPoe8LcsXPvH9NecoKUkyFdboJV32Ni0nqRTS2XkwtiOzL4e0bcfrgdpuZGHtkhrWSywyIoRRTYljHPyDQ7sJScb+E+yfL4TRTolX+ifv+kss8hNUSHWiqXunXOSs73wCRDZrK4Su9pGhdW379LKTDd5i3IrClxW9jZCHx1fkDZZ1PVfO5XLK4qQgAi6+WWaNS3uBPeZ1rXYGBig073x8i07Xds9ah55U1OPnVo2a3H9v1l9mY5tY1Xxl6JXT4xTmdIpkN8SynR6UgKvEeQ81B25uflEM5KRG6GQ2lRbXuYTbdOHvcDlnglzDiJcQNG19t++0pRJ2WGGIzndFRkeGizT3elVkGkc0QX9ZNH16IpIajUPuBr6Cp4If8ps6v46iP7b5ItRu1Qo6/cT2vM4iUiymGhtUu83mvnjuK3CuOd0U2VRxY9ms4Q3SrzrKOpTqJGVZ6WbcvNARTl32M2xMefBfpD29B8SsX5Cykll2u0dW8RA03e65LMA8i9YGhKI7v9Ot98vuhPKK2ZfefPzi0GKai1WLXxhWIv2jssxRebFwjzJ4+KmLq8T3zk7D52CXVZlQ49GNDbLYxEBFKj2cqWvNffrekJ5By6SR8QyNg/HqpHMUpcaT63nSebluNaxCbY5zeqVe7XiMEh7TDmZqbEFmvsVxMTftqGuJt9GYIMfkSEsM8Ncv5UqKqYxqo9LjlUUCcSoieI4mPzpaXj9buBGQ43sgsqG4TpNdNQLNzlsN9gljLJ93XWDxd85lN6G4loyb7i0CLq5oQ1EYmiq9egNbOmUO2tL3dWOzqSbLu/h4n//cKat70qtmQUZZfbaBQ1xBOTkQo1QLAUPPyurGPzomg1qidZ3uVZ/H9kLrnJ2gb9YBybj+a3fYfHN3wNeodWYHA+xahUYuO2PP+LbLBY9LBR5H40LvycWJdr0sZJxAQVAPpK15Brf4TZLAkZ4qFhGL7jFstvqvqKFdkl1r97K+8coZ+tp+4hJS0i6pOwjNQsULMmy9v1njTdf9ndczZmV9sihPeMczKVL8OTy1D5rSWZuvxCPrpjqLxl15ZDaTC60bJXinw8UM8gxSXsreTdNu7JiNpRTAan/lVZlpt2RPQGR3EIpMlfAOCxT+G68eGr8fllS8gJi9VXhf9VooCw4GStirBNpq7Bb2h63NycPZ9iLv4P8TvnWq4bUvNvtD6BsoMsV5q+EB5XczCyU76TNZMifsVNoqDknsZXe+ZhDohnjkNXkznRgfLLszZXR8CUp+XM7rKmtNlWo+U07g3cMh2oCL0vPILIE7CZ98Zp3svvAZJ0WOQKFaOFjUuxz9GytJ6iI67DVlfP4DWhfvl+0/mAZevw9a1fdDt6kZZ/BtfKkgRxH23LJmMIxlZqDvoJYtApbDYfCjIWst8tWGgYsWu795CYjkHrvSXUEWJ8e3YF1brFu8qkdzmebQ7MA9Bt+v+SqsM387WhxWo6oiAZE+NrhbBZ0W6WjplxV6qNH3zss2hN5aZMa0d2UBmV0QNG963vaJx4C3vAMsHGa77iyDWz9j/xC8gGIH9JmLzxo8Q0utRiO5JxUHGDIppo7idQT1lX5Bdgd3QuYzhmsKajWTn4X2bfkX9VaNxqNuriB30EM6cTkMHETwn3CTvV70DMOrTfdDD2BUagUbt4sq83+nY59Bw64vyM7zrsBew7c/WyDu9G4lH51pteFeWxBO66eB6cqHGksUaUSqOEEGKvI+VbryiYV5jJR2JaR/K77DB37RFcVQX8/tcykWnRuFlLkKoNgxUrNDkm0/vqkr5Jb0FdvSZj5iNj8kPnYR7X4WifRm1nND9sGs/y1VeqerVu3Mmjn19l9WZO+R+mg2fia071yPmBvs6D4tC52wlCCEa42KS+kxKdo3GaBNt/re6CEwUkxWy/QICdKtbm6xwrQmxXmjactz3SP7pIzSI1QUaujtb3i/ymvvkebu4/kDcKUPAZZrhI91wj1ygshw9bnsc+xq0QrMWneUwrugXI4ZcUj86DN+iXPmeOZmThcZfm69mvqn2YMRd+rlKDvXlgPponJ9uuB6CPGxK180Cqhnoh6v5RThyvnSxbeVb7Fc1BipWVV/Vc+t7dVOeY24YDqXv3ehSEpw4q0Wzmls9ezK5zMGk3dg99Tp0yt/u6t2hSopo2BQRDY0rK1dUh5f+spgurc+oaEyGfvwDLLvLNuh2C3Bwplw40fSDW3S3FQXWpnxzTFrdv67ru2N9jhlVRrue/cyui7qQns/o1hPSd4zVS278MPyi2qJd7zuBWT8biurLGiJ0VG5QfdH0x8BXozV8nXVoEIZNRy8i7Vx2masrqzG/wm8xayrQYriiRKrYWUGFaMYkpkhu7zUXO4N6YNcNXzphD8mZ624Q6R1vahyW9Q8MFh8A5tdLEbNiDg79CRcfNTZasyX82jHyXD91mlzDrIVAjdrocetjcmp02l1r5UrlF3u/YVYILVoS7BtkDHQcpfj6m7++SYlCh4a6mUlp57PLzKi0jgpVXUEtMypWVHSKoaNEW27zJcmc0BW1pBkT+nPIRw38e44G1m/Q/fXs6p0hVdH4G4ORwKAQs+kWoj+JNa279rbrucXMlDORm9C+flMn7ClVlFldmsZ4uXnHeHk6sHWDYdv2BncjYYBueA6rrRdeJ0eNQOyDM3Hy3V5oWWy+9ELptaT0Qz967RuE2hWoBPn7Yu/km/DMt9uxerdxGMmVmFFxYUbl5F32NQ8i99X5ujuwd9BSBD1e0iOcvFY6SjWD8zH+nRgYLGaEGQOVACtDP44StScVXaCQnGdzWH9cRBja9X/I4rbAYOPsLcUkcDWVWbujoQldhxFvyWL9zCDraz9F3WS+WGJNjXHZh/YNdBmVC9kFmPy/PcgtKLY69KMPVvx91RMeqGdPVKV6ApWwiLIXGiPP0D5+YLW00SZ1SQtqZ1hYdEefT+D7qPkMEI1poFIqo1KRGWKkTt3HL0XoS4dkv53SAkynmfvr2heU1vqOV6F95l+5YKm+o25emPV1vkRTutwJJ7FM21deDzVZn6pOSADGXa+rVPr87zQMnvMnsvIKkV8qoxISqL73HgMVF9kU8yYi6tvuRElE7q3+qIVIibwT50b8gpgb7pZrzJgxCVREG3l1ljFSZYnaQ1tDeaYZFY3JrK/jPo0MrSrqRjWWAYrpOkp+kZZLJ6T56Ib5RCO4q9BlYEJMMirB/r6YMLAdvniwpwxajpzLRufX1+L0FfOZaWFB5nUuasAaFWtKjfM5m2iZHn/7k1X6GkSkgplC4z6zebuPb6mPX7VVMFKVCw4Js1pyUOPRNdi6/Xf0uNF6rWHNRu2AnbrLGaiDI1ED0fTmZwy3Z0M35FfTJKMihnOE69vWQ2LLuvh5p6777tw/Dps9d3iwv+rejgxUqslJTQMUafzRTHsc4XEsdCXydv6hpRcwVNE3A1UL0X/FyBioiGx7xE22p8PXa9bRcPmif30kjJ1ndvtN3VoD24H6QUXAVfNApbysSXgN9WVUVDH08+GHH6JZs2YICgpCfHw8Nm3StRJ2Ff9WuvE9Z9JAi/oTknHqgWRdwyUi8mqdr78bm2rdjJQOL8vrNaM7uXqXqJqZtaRwYBJHnUhjfaOPlZW9W9z0BPKf3oOzfd42bPP1MQbCoUG2cxQ1A3S3NaplvbjXKzMq3377LZ599lnMmzdPBimzZs3CwIEDsX//ftSrV88l+xRcx/lFrseb3YVGwSG6RmBE5PVEXUrc+MWG49Dp2tuQmjEZYU06g71iqbwAJyXiDjQ9/yc0t8y0vENQOAKDwuETYBnElMenJKAZd30rnMvKx+Auxl5fXptRmTlzJsaMGYMHH3wQHTp0kAFLjRo18Pnnn7tsn/KuGLsJOoNoxBY30tjYh4jImp53PK1bnZe8jm+oY3+Yxz/xBaImHSizt07j2tazIlqTJZS3vtofQ7pa/nEeEuiHd++KQd+2rkkYqCajUlBQgC1btmDiROPCaz4+PujXrx+SkpJctl/FlVwWXT8lsYYm39iIjYiIqJTN3d+BNu1PdLv5EYePjaacbubXtYnE+H6tZft8UyZxipwBNOuermhXPwwx0erspO3SQOX8+fMoLi5GVFSU2XZxfd++fRb3z8/Plye9zMyqWTxQcWDWz86g7uiSZ7m898kh30FZNQHa/lPkyqdERESlibb6gDg5n0ajwfh+5gtgCqUDEnG/sX3VuxqUy2tUHDF16lS88UY1DKGUEaiIvggxD83G8b2puLDtJ3QbORn7difBPyAYIbXrIW3Nh4gd+SbaiGrubq4tCiYiIirt1i4NkZ1fjG5Na8EduDRQiYiIgK+vL86e1a0gqieu169v2cVPDBGJwlvTjEp0dHS1ZVSO+jRBpwdmyCllbbr1BcRJrKBpshR7/Ufed/r+EBEROYsomL033thATu1cWkwbEBCA7t274/fffzds02q18npiYqLF/QMDAxEWFmZ2qhJa64FK+Ni1ckl1IiIi8pKhH5EhGTVqFHr06IG4uDg5PTk7O1vOAnIZKxmVpIYPIDHS9dO0iIiIvInLA5V77rkH586dw6RJk5Ceno6uXbvil19+sSiwrU5hovHS7lIbbSwYRURERB4cqAhPPPGEPKlFu/gB2HJhJmo1bo+WywfpNvqob0VJIiIiT6eKQEWNut/8sDxPSh2D+qfWouOQ51y9S0RERF6HgUo5Eh9+r3p+E0RERKS+FvpEREREtjBQISIiItVioEJERESqxUCFiIiIVIuBChEREakWAxUiIiJSLQYqREREpFoMVIiIiEi1GKgQERGRajFQISIiItVioEJERESqxUCFiIiIVIuBChEREakWAxUiIiJSLT+4MUVR5HlmZqard4WIiIjspP/e1n+Pe2ygkpWVJc+jo6NdvStERERUge/x8PDwMu+jUewJZ1RKq9Xi9OnTCA0NhUajkRGaCFpOnDiBsLAweDMeCx4Lvjf4/4SfGfz8VOv3iQg9RJDSsGFD+Pj4eG5GRfxwjRs3ttguDqS3Byp6PBY8Fnxv8P8JPzP4+anG75PyMil6LKYlIiIi1WKgQkRERKrlUYFKYGAgXnvtNXnu7XgseCz43uD/E35m8PPTE75P3LqYloiIiDybR2VUiIiIyLMwUCEiIiLVYqBCREREqqXqQOXDDz9Es2bNEBQUhPj4eGzatMnmffv27SubvpU+DR482HCf0aNHW9x+0003Qe02btyIW2+9VTbGEfu8cuXKch/zxx9/oFu3brL4qVWrVvjyyy8rdXzd+XgsX74c/fv3R2RkpOwBkJiYiDVr1pjd5/XXX7d4b7Rr1w6edizE+8La/5P09HS3f284eiysfR6IU8eOHd3+fTF16lT07NlTNsOsV68ehg4div3795f7uO+++07+fOL33rlzZ6xatcrsdlHSOGnSJDRo0ADBwcHo168fDh48CE87Fp988gl69+6N2rVry5P4OUv/H3DH75OpFTgW4ruj9M8p3h/V+b5QbaDy7bff4tlnn5WVxlu3bkVMTAwGDhyIjIwMm19GZ86cMZx2794NX19f3HXXXWb3E28k0/stXrwYapednS1/fvHlYY+0tDQZoF1//fXYvn07xo8fj0ceecTsy9nR4+vOx0N8gYlARXzobtmyRR4X8YW2bds2s/uJLyjT98Zff/0FTzsWeuLDyfRnFR9a7v7ecPRY/Pe//zU7BqLrZp06dSw+M9zxfbFhwwaMGzcOycnJ+PXXX1FYWIgBAwbIY2TLP//8gxEjRuDhhx+W/zfEl5g4ic9SvXfeeQezZ8/GvHnzkJKSgpCQEPneyMvLgycdCxHQi2Oxfv16JCUlya6s4jGnTp1y6++TDRU4FoL4A8/05zx27JjZ7VX+vlBUKi4uThk3bpzhenFxsdKwYUNl6tSpdj3+/fffV0JDQ5WrV68ato0aNUoZMmSI4s7Er2zFihVl3ueFF15QOnbsaLbtnnvuUQYOHOi04+tOx8OaDh06KG+88Ybh+muvvabExMQo7syeY7F+/Xp5v0uXLtm8jye8NyryvhD312g0ytGjRz3qfSFkZGTIY7Jhwwab97n77ruVwYMHm22Lj49XHnvsMXlZq9Uq9evXV959913D7ZcvX1YCAwOVxYsXK550LEorKiqS3ycLFizwqO+TDDuOxRdffKGEh4fbvL063heqzKgUFBTIv3xF+si0Xb64LqJbe3z22WcYPny4jOxKR8rir8e2bdti7NixuHDhAjyNOEamx04Q0a3+2Dnj+LozsUaUWGNC/PVsSqQqxbBBixYtMHLkSBw/fhyeqmvXrjJNKzJNf//9t2G7N783xGeG+DmbNm3qce+LK1euyPPS73lHPjdEplYMEZreR7RAF0OD7vTesOdYlJaTkyOzD6Uf4+7fJ1fsPBZXr16V/y9EZmnIkCH4999/DbdVx/tClYHK+fPnUVxcjKioKLPt4nrpsXRrxFiiSFeK4Y7SabqFCxfi999/x/Tp02UabNCgQfK1PIk4RtaOnVhYKjc3t9LH192999578j/e3Xffbdgm/lOJsdhffvkFc+fOlf/5xBi1foVuTyGCE5GeXbZsmTyJDx5R3yWGeARvfW+IxU1Xr15t8ZnhCe8LEZiL4d9evXqhU6dODn9u6H/v+nN3fm/YeyxKe/HFF2Wwavpl7O7fJ1o7j4UIwj7//HP88MMP+Prrr+XjrrnmGpw8ebLa3hduvShhWX8ZiUKwuLg4s+0iw6Inbu/SpQtatmwpo+Ibb7zRBXtK1W3RokV444035H8607oM8QGjJ94X4gtK/AWxdOlSOWbvKcSHjjjpiQ+cw4cP4/3338dXX30Fb7VgwQLUqlVL1mSY8oT3hahJEH+4uUNtjRqPxbRp07BkyRL5PWFaROru3yfj7DwWYvKBOJl+ZrRv3x7z58/HlClTqmFPVZpRiYiIkIWwZ8+eNdsurtevX7/Mx4qiIPGmsudDRKRyxWsdOnQInkQcI2vHThREiYrsyhxfdybeF+IvZvElUzrFXZr40mrTpo3HvTesEQG9/uf0xveGKGkRfzHef//9CAgI8Kj3xRNPPIGffvpJFoVaW2nens8N/e9df+6u7w1HjoVp9lUEKmvXrpWBiKd8nzxRgWOh5+/vj9jYWMPPWR3vC1UGKuLDonv37jKlpifSTeK6aWRna3pdfn4+7rvvvnJfR6SuxJiiSId7EnGMTI+dICq89ceuMsfXXYlq/AcffFCem05Zt0UMDYlMg6e9N6wRM8P0P6c3vjdEyl586Nrzx427vC9E8CW+jFasWIF169ahefPmlf7cEM8hvnhM7yOGk8UsDzW/NypyLPQzWUTGQAz79ejRwyO+T5QKHgtTYmhr165dhp+zWt4XikotWbJEVg1/+eWXyp49e5RHH31UqVWrlpKeni5vv//++5X//Oc/Fo+79tpr5QyX0rKyspTnn39eSUpKUtLS0pTffvtN6datm9K6dWslLy9PUTOx79u2bZMn8SubOXOmvHzs2DF5uzgO4njoHTlyRKlRo4YyYcIEZe/evcqHH36o+Pr6Kr/88ovdx9eTjsc333yj+Pn5yeNw5swZw0lUpus999xzyh9//CHfG3///bfSr18/JSIiQlbFe9KxELPhVq5cqRw8eFDZtWuX8vTTTys+Pj7y/4O7vzccPRZ69913n5zdYo27vi/Gjh0rZ2qIfTd9z+fk5BjuU/ozVPx84v/Je++9Jz83xIwnf39/+T7RmzZtmnwv/PDDD8rOnTvlrJfmzZsrubm51f4zVuWxED9nQECA8v3335s9RrzH3Pn7ZGwFjoWYHblmzRrl8OHDypYtW5Thw4crQUFByr///ltt7wvVBirCnDlzlCZNmsg3jJgymZycbLjtuuuuk9PDTO3bt09+QK1du9biucQvYsCAAUpkZKT8z9e0aVNlzJgxqv/wNZ1SWvqk//nFuTgepR/TtWtXeexatGghp5g5cnw96XiIy2XdXxDBbYMGDeSxaNSokbx+6NAhxdOOxfTp05WWLVvKD5o6deooffv2VdatW+cR742K/D8RwWpwcLDy8ccfW31Od31fWDsO4mT6OWDtM3Tp0qVKmzZt5M8rWhz8/PPPFlNRX331VSUqKkoGszfeeKOyf/9+xdOOhfh+sPYYEby58/cJKnAsxo8fb/gsEL/3m2++Wdm6dWu1vi+4ejIRERGpliprVIiIiIgEBipERESkWgxUiIiISLUYqBAREZFqMVAhIiIi1WKgQkRERKrFQIWIiIhUi4EKERERqRYDFSJyitdffx1du3ZVzdHUaDRYuXKlw4/bv3+/XLskKysLVen8+fNyBW+xRgwR2cZAhciNzJs3D6GhoSgqKjJbKE+saNq3b1+z+4rl5sWXtVhEz5M5O0CaOHEinnzySXmcq5JYafeBBx7Aa6+9VqWvQ+TuGKgQuZHrr79eBiabN282bPvzzz9lBkCsVpqXl2fYLpZwb9KkCVq2bOmivXU/x48fx08//YTRo0dXy+uJFb2/+eYbXLx4sVpej8gdMVAhciNt27aVy6uLbImeuDxkyBC53HpycrLZdhHYCF999ZVcql5kCURQc++99yIjI0PeptVq0bhxY8ydO9fstbZt2wYfHx8cO3ZMXr98+TIeeeQRREZGIiwsDDfccAN27NhR5v5++umnaN++PYKCgtCuXTt89NFHhtuOHj0qMz7Lly+X+1mjRg3ExMQgKSnJ7Dk++eQTREdHy9tvv/12zJw5E7Vq1ZK3ffnll3jjjTfkfojnEiexzXR4RTxGPLZ169b48ccfy9zfpUuXyn1o1KhRmRmbWbNmoVmzZobrIrAZOnQo3n77bURFRcn9mzx5ssx8TZgwAXXq1JHH+IsvvjB7no4dO6Jhw4ZYsWJFmftF5M0YqBC5GfGlLrIleuKyGPa57rrrDNtzc3NlhkUfqBQWFmLKlCnyC13UbYggQZ81EMHIiBEjsGjRIrPXEX/p9+rVC02bNpXX77rrLhncrF69Glu2bEG3bt1w44032swGiMdPmjQJb731Fvbu3Su/xF999VUsWLDA7H4vv/wynn/+eWzfvh1t2rSR+6If2vr777/x+OOP4+mnn5a39+/fXz6f3j333IPnnntOfuGfOXNGnsQ2PRHE3H333di5cyduvvlmjBw5sszshchOiYCuItatW4fTp09j48aNMpgSQzq33HILateuLX8X4ud47LHHLGpS4uLi5OsSkQ1OW4eZiKrFJ598ooSEhCiFhYVKZmam4ufnp2RkZCiLFi1S+vTpI+/z+++/y+Xbjx07ZvU5UlNT5e1ZWVny+rZt2xSNRmO4f3FxsdKoUSNl7ty58vqff/6phIWFKXl5eWbP07JlS2X+/Pny8muvvabExMSY3Sb2ydSUKVOUxMREeTktLU3uw6effmq4/d9//5Xb9u7dK6/fc889yuDBg82eY+TIkUp4eLjheunX1RPP88orrxiuX716VW5bvXq1zWMrnmfy5Mlm26w9//vvv680bdrUcH3UqFHyujhuem3btlV69+5tuF5UVCR/b4sXLzZ7rmeeeUbp27evzX0i8nbMqBC5GZE9yc7ORmpqqvxLXGQhxHCMyKjo61TEsE+LFi1kjYogMiC33nqrvC6Gf8R99TUZghjaEEM0+qzKhg0bZPZEZFEEkYkRtTF169ZFzZo1Dae0tDSrxbpi/8T2hx9+2Oz+b775psX9u3TpYrgshrUE/bCUmIEjMg6mSl8vi+lzh4SEyCEr/XNbIzJRYpiqIkRWR2Sn9MQQUOfOnQ3XfX195fEr/frBwcHIycmp0GsSeQM/V+8AETmmVatWst5BDPNcunTJEHSIWgdRy/HPP//I20QNiT5oGDhwoDyJ4RgR1IgARVwvKCgwPK8YFhGByn/+8x95ftNNN8kvVkEEKaVrY/T09SKmxP319SXx8fFmt4kvbFNixpKeqDHR1804g+lz65+/rOcWM3HEMS1PcXGxXa9lz+uLoSjxOyEi6xioELkhUXsiggbxpSqKNfX69Okja0g2bdqEsWPHym379u3DhQsXMG3aNBnICKazhvREge0rr7wisy/ff/+9nAqtJ+pR0tPT4efnZ1ZEaovIJojA6ciRIzIAqkzxsMgcmSp9PSAgwGrgUBGxsbHYs2ePxfazZ8+aXRc/l7Ps3r3bYmo5ERlx6IfITQOVv/76SxaY6jMqgrg8f/58mSnRF9KK4R7xZT5nzhz5BStmvojC2tJEAHLNNdfI4RrxxX/bbbcZbuvXrx8SExPlzJa1a9fKYlyRuRGFsNaCHn0h69SpUzF79mwcOHAAu3btkrNeRKGpvUQ/k1WrVsnHHDx4UP5sIhDTZ170+y2GoMSxELN88vPzUVEiyyRmHZUOfESQJmbxiOO3bNkyOYtKBIkiCKwMMeQjAsMBAwZU6nmIPBkDFSI3JIIQUU8hhoFE9sI0UBEdVfXTmAUxrCCm7H733Xfo0KGDzKy89957Vp9XZD9EPYqY0itqJ/REYCACBpGxEb0/RF3M8OHD5dRl09c3JaYyi+nJIjgRtRpi38R+iGnU9hKzjkRmRwQqYtrwL7/8gmeeecasjmTYsGFymEocE/GzLl68GBU1aNAgmTX67bffzLZ36tRJBluiDkXMXBI/lwj+xGylyvjhhx9kINm7d+9KPQ+RJ9OIilpX7wQRkb3GjBkjMxlVNaX3ww8/lFmnNWvWGPqoiCndImPjbAkJCXjqqafksBsRWccaFSJSNZH9Ef1TxKwdMewj+rCYNo5zNtHrRDS3E5mpqmyjL4ap7rjjDtk3hohsY0aFiFRNNGwThcMicBBTrkXdimieVl2qMqNCROVjoEJERESqxWJaIiIiUi0GKkRERKRaDFSIiIhItRioEBERkWoxUCEiIiLVYqBCREREqsVAhYiIiFSLgQoRERGpFgMVIiIiglr9P7E0Npy9nqZ5AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Extracted object name: ULAS J133836.97-022910.7\n", + "COPY AND PASTE THE FOLLOWING COMMANDS INTO YOUR SCRIPT \n", + "Replace with the appropriate value for your dataset \n", + "If you're not sure of the correct value, use None \n", + "If you started with a header object not called `header`, \n", + "replace 'header' with the name of your header object \n", + "Use the `astrodb_utils.fits.add_wavelength_keywords` function \n", + "to add the SPEC_VAL, SPEC_BW, TDMID1, TDMAX1, and SPECBAND keywords \n", + "\n", + "header.set('TELAPSE', \"\")\n", + "header.set('AUTHOR', \"\")\n", + "header.set('VOREF', \"\")\n", + "header.set('SPECBAND', \"\")\n", + "header.set('APERTURE', \"\")\n", + "Saved FITS with mask: ULAS_J133836.97-022910.7_sdL7_FIRE_Magellan_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Total files plotted: 2\n", + "Total files failed: 0\n" + ] + } + ], + "source": [ + "from datetime import date\n", + "plotted_file = 0\n", + "failed_file = 0\n", + "file_failed = []\n", + "for filename in os.listdir(path):\n", + " if \"fire\" in filename.lower() and filename.endswith(\".txt\"):\n", + " file_path = os.path.join(path, filename)\n", + " \n", + " try:\n", + " print(f\"Reading file: {filename}\")\n", + " data = np.loadtxt(file_path, comments=\"#\", encoding=\"latin1\")\n", + "\n", + " # column1: #w column2:flux\n", + " if filename == \"SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I.txt\":\n", + " wavelength = (data[:, 0] * u.AA).to(u.um)\n", + " flux = data[:, 1] * (u.erg / (u.cm**2 * u.s * u.micron))\n", + " else:\n", + " wavelength = data[:, 0] * u.um\n", + " flux = data[:, 1] * (u.erg / (u.cm**2 * u.s * u.um))\n", + "\n", + " # Create spectrum with masking\n", + " mask = wavelength > 2.43 * u.um\n", + " spectrum = Spectrum(\n", + " spectral_axis=wavelength, \n", + " flux=flux, \n", + " mask=mask,\n", + " meta={'header': fits.Header()}\n", + " )\n", + "\n", + " # Plot to verify\n", + " fig, ax = plt.subplots()\n", + " ax.plot(spectrum.spectral_axis, spectrum.flux)\n", + " ax.plot(spectrum.spectral_axis[~spectrum.mask], \n", + " spectrum.flux[~spectrum.mask])\n", + " ax.legend()\n", + " ax.set_xlabel(\"Wavelength (μm)\")\n", + " ax.set_ylabel(\"Flux (erg / cm² / s / μm)\")\n", + " plt.show()\n", + " plotted_file += 1\n", + "\n", + " # Add metadata to spectrum header\n", + " header = spectrum.meta['header']\n", + " header.set('SIMPLE', True, 'Conforms to FITS standard')\n", + " header.set('VOPUB', 'SIMPLE Archive', 'Publication of the spectrum')\n", + "\n", + " # Object name\n", + " object_name = \" \".join(filename.split(\"_\")[:2])\n", + " print(f\"Extracted object name: {object_name}\")\n", + " header.set('OBJECT', object_name, 'Name of the observed object')\n", + " header.set('CONTRIB1', \"Guan Ying Goh\", 'Contributor')\n", + "\n", + " # Query SIMBAD for coordinates\n", + " try:\n", + " result = Simbad.query_object(object_name)\n", + " if result is not None and len(result) > 0:\n", + " header.set(\"RA_TARG\", result[0][\"ra\"], '[deg] RA')\n", + " header.set(\"DEC_TARG\", result[0][\"dec\"], '[deg] Dec')\n", + " except Exception as e:\n", + " print(f\" SIMBAD query failed for {object_name}: {e}\")\n", + "\n", + " # Telescope/Instrument/Date\n", + " header[\"TELESCOP\"] = \"Magellan Baade Telescope\"\n", + " header[\"INSTRUME\"] = \"FIRE\"\n", + " header[\"DATE-OBS\"] = \"2012-05-08T00:00:00\"\n", + " header[\"MASKED\"] = True\n", + " header[\"MASKDEF\"] = \"wavelength > 2.43 um\"\n", + " header[\"BUNIT\"] = str(flux.unit)\n", + " header[\"DATE\"] = date.today().isoformat()\n", + "\n", + " # Add wavelength keywords\n", + " add_wavelength_keywords(header, spectrum.spectral_axis)\n", + " add_missing_keywords(header, format=\"simple-spectrum\")\n", + "\n", + " # Save FITS using specutils (automatically handles mask)\n", + " fits_filename = filename.replace(\".txt\", \"_SIMPLE.fits\")\n", + " fits_path = os.path.join(output_path, fits_filename)\n", + " spectrum.write(fits_path, format='tabular-fits', overwrite=True)\n", + " print(f\"Saved FITS with mask: {fits_filename}\\n\")\n", + "\n", + " except Exception as e:\n", + " print(f\"Could not process {filename}: {e}\")\n", + " failed_file += 1\n", + " file_failed.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {plotted_file}\")\n", + "print(f\"Total files failed: {failed_file}\")\n", + "if file_failed:\n", + " print(\"Failed files:\", file_failed)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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58sV5n7Vr10r//v2d9rVp08Ysr+COLq1gW17B9mEAAABrcj2PZ8mSxWzJGmZ65ZVXTH1MhQoVJH/+/CZqctwSS2dB9evXzwxZVatWLc77nTx50hQaO9Lruj+uuhzH4wkODvbg3QEAgNREz+OO53U9zyc7M/Pdd9/J9OnTTXYmObR2RuteVq1aJd40YMAAp0yORnQENAAAWFNYWJjTMJNrViZJwYwOCekQU3K89NJLpgZmxYoVUqJEiXjvW6RIETl16pTTPr2u+91xl34CAADWpIFMQjUzHg8zvffeezJ48OAkrZKttcYayMyYMcNM4y5dunSCj2nYsKEsXrzYaZ/OhNL9AAAAHmdmvvzySzlw4ICpWylVqlSsAuD41mfSoaUpU6bIrFmzTK8ZW92LjoFly5bNXO7WrZsUL17cPibWt29fs0zCyJEjzdDW1KlTZePGjTJ+/Hj+9QAAgOfBjPZ4SapvvvnG/GzevLnTfl2Nu0ePHuZyaGio6WVj06hRIxMAadfht99+W8qXL29mMsVXNAwAANIPj/vMWA19ZgAASNvn78CkLDK5fv36WPt1nw7/AAAA+JPHwYzWveg0KVfHjh0ztwEAAKTqYGbXrl1Sp06dWPtr165tbgMAAEjVwYz2cHHt+6JOnDghGTN6XE8MAADg32BGV7nWLru2dZXUxYsXzUyjVq1aJe9oAAAAPORxKuXTTz81K1yXLFnSDC2prVu3mr4zP/zwg6dPBwAA4N9gRhva/f333/LTTz/Jtm3bTLO7nj17SteuXWM10AMAAPC1JBW55MiRQ5577jnvHw0AAICva2YAAABSE4IZAABgaQQzAADA0ghmAACApSWry92VK1ckKirKaV9Ci0EBAACkaGbm0KFD0r59ezOjSVezzJs3r9ny5MljfgIAAKTqzMxTTz0l0dHRMnHiRNMoLyAgwDdHBgAA4ItgRhvlbdq0SSpWrOjpQwEAAFJ+mKlevXoSFhbm/SMBAADwR2ZmwoQJ0qdPHzl27JhUq1Yt1hIGNWrUSMpxAAAA+CeYOXPmjBw4cMCsx2SjdTNaR6M/IyMjk3YkAAAA/ghmevXqZVbL/vnnnykABgAA1gtmjhw5In/88YeUK1fON0cEAADgywLgFi1amBlNAAAAlszMdOjQQV599VXZvn27VK9ePVYB8MMPP+zN4wMAAPBuMKMzmdSQIUNi3UYBMAAA8DePgxnXtZgAAABSEqtmAwCA9JWZcTe85GjQoEHJOR4AAADfBjMzZsxwun7r1i2zknbGjBmlbNmyBDMAACB1BzNbtmyJtS88PFx69OghjzzyiLeOCwAAwH81M0FBQfL+++/Lu+++642nAwAA8H8B8KVLl8wGAACQqoeZvvzyS6frusDkiRMn5IcffpC2bdt689gAAAC8H8yMGjXK6XpgYKAULFhQunfvLgMGDPD06QAAAPwbzOjMJQAAgNSCpnkAAMDSCGYAAIClEcwkWbQ3/x0AAEASEcx4Q0CAV54GAAB4jmAGAACkr2Dmu+++kzlz5tivv/nmm5InTx5p1KiRHDlyxNvHBwAA4N1gZtiwYZItWzZzee3atTJmzBgZMWKEFChQQF599VVPnw4AAMC/fWbCwsKkXLly5vLMmTOlc+fO8txzz0njxo2lefPmyTsaAAAAX2dmcubMKefOnTOXFy5cKK1atTKXs2bNKtevX/f06QAAAPwbzGjw8swzz5ht79690q5dO7N/586dUqpUqXgfu2LFCunQoYMUK1ZMAgICTGYnPsuWLTP3c91Onjzp6WEDAIA0yuNgRmtkGjZsKGfOnJHp06dL/vz5zf5NmzZJ165d433s1atXpWbNmuY5PLFnzx6zmKVtK1SokKeHDQAA0iiPa2Z05tLo0aNj7X///fcTfKyuqp2UlbU1eNHXBQAASFJmJjQ0VDxx7Ngx8aZatWpJ0aJFzRDX6tWrvfrcAAAgHQQz9erVk+eff142bNgQ530uXbok3377rVSrVs0MP3mDBjBjx441z6dbcHCwmTG1efPmOB8TEREh4eHhThsAALAm13O6nueTNMy0a9cu+fDDD01mRGct1a1b1xTx6uULFy6Y27UAuE6dOqbnjK0oOLkqVqxoNhttzHfgwAEZNWqU/PDDD24fM3z48EQNeQEAgNRPExmOBg8eLO+9957TvoDo6OhEr5ioU6+1+++qVatMt1+9rs3yateuLW3atDFZmcTSWUkzZsyQTp06iSfeeOMN8/rasM8djdgcozaN4vSD0MxRUFCQeE3kLZGhBWIuv7xZJH9Z7z03AADpXHh4uOTOndv0t3M8f2fJksVsSS4A1s6/jz32mNlSytatW83wU1zcvUkAAGBNGsgklIzweDZTcly5ckX2799vv37o0CETnOTLl09CQkJkwIABpnj4+++/N7d//vnnUrp0aalatarcuHFDJkyYIEuWLDHN+gAAAPwezGzcuFHuv/9++/X+/fubn927d5fJkyebHjKOM6du3rwpr732mglwsmfPLjVq1JA///zT6TkAAED65lHNjBXZxtyomQEAIG2evz3uAAwAAJCaJDqYGTRokFmyAAAAwJLBzNGjR81SBCVKlJAXXnhB5s2bZ2paAAAALBHMTJw40axW/fPPP0uuXLmkX79+psdM586dzeyj8+fP+/ZIAQAAklszExgYKPfdd5/p8qsrWa9fv17q168v48aNMx2BmzZtKp9++qnX12YCAADwSQFw5cqV5c033zSLP2qHPp1ivXLlSpO9AQAAsFSfmYIFC0rv3r3NBgAA4C9MzQYAAJZGMAMAACyNYAYAAFgawQwAAEhfBcB//PGH2/0BAQGSNWtWKVeunFnpGgAAIFUGM506dTKBi+v6lLZ9+rNJkyYyc+ZMyZs3rzePFQAAIPnDTIsWLZJ69eqZn7qSpW56WZvnzZ49W1asWCHnzp2T119/3dOnBgAA8H1mpm/fvjJ+/Hhp1KiRfd8DDzxghpiee+452blzp3z++efSq1cvz48GAADA15mZAwcOSFBQUKz9uu/gwYPmcvny5eXs2bOePjUAAIDvg5m6devKG2+8IWfOnLHv08u6rIEOP6l9+/ZJcHCw50cDAADg62GmCRMmmCLgEiVK2AMWXZepTJkyMmvWLHP9ypUrMnDgQE+fGgAAwPfBTKVKlWTXrl2ycOFC2bt3r9lXsWJFadWqlVlVW2mwAwAAkOqCmVu3bkm2bNlk69at8uCDD5oNAADAMjUzmTJlkpCQEImMjPTdEQEAAPiyAPidd96Rt99+W86fP+/pQwEAAFK+Zmb06NGyf/9+KVasmJQsWVJy5MjhdPvmzZu9eXwAAADeX84AAADAssHM4MGDfXMkAAAA/qiZURcvXjT9ZgYMGGCvndHhpWPHjiXl6QAAAPyXmfn777+lZcuWkjt3bjl8+LA8++yzki9fPvn9998lNDRUvv/++6QfDQAAgK8zM/3795cePXqYJQt0cUmbdu3amRWzAQAAUnUws2HDBnn++edj7S9evLicPHnSW8cFAADgm2AmS5YsEh4eHmu/Lm1QsGBBT58OAADAv8HMww8/LEOGDDFLG6iAgABTK/PWW29J586dk3c0AAAAvg5mRo4caVbFLlSokFy/fl2aNWsm5cqVk1y5csmHH37o6dMBAAD4dzaTzmJatGiRrF69WrZt22YCmzp16pgZTgAAAKk+mLFp3Lix2QAAAFL9MNPUqVMT/YRhYWEmawMAAJBqgplvvvlGKleuLCNGjJDdu3fHuv3SpUsyd+5cefLJJ82Q07lz53xxrAAAAEkbZlq+fLn88ccf8tVXX5klDHSl7MKFC5umeRcuXDD9ZQoUKGCa6e3YscPcBgAAkKpqZnRKtm5nz56VVatWyZEjR8xsJg1iateubbbAwCQt9QQAAOC/AmANXjp16pT0VwQAAPAiUikAAMDSCGYAAIClEcwAAABLI5gBAADpK5i5ceNGnLedOHEiuccDAADg22BGm+Jt3bo11v7p06dLjRo14n3sihUrpEOHDlKsWDGz2vbMmTMTfL1ly5aZ18ySJYtZ0HLy5MmeHjIAAEjDPA5mmjdvLg0aNJCPP/7YXL969applvf000/L22+/He9j9b41a9aUMWPGJOq1Dh06JO3bt5f777/fBFD9+vWTZ555RhYsWODpYQMAgDTK4z4zX3/9tQkwNKiYPXu2GVrKmTOn/PXXX1KtWrV4H9u2bVuzJdbYsWOldOnSMnLkSHNdl1TQhn2jRo2SNm3aeHroAAAgDUrSqtkakDz66KNmzaaMGTPK//73vwQDmaRYu3attGzZ0mmfBjGaoYlLRESE2WzCw8O9flwAAMA/XM/jWnaiW7KGmQ4cOCANGzY0WRkd7nnzzTfNMgf689atW+JNuuaT6zpPel3fmC6l4M7w4cMld+7c9i04ONirxwQAAPxHz+OO53U9zyc7M1OrVi0zzKSBTJ48eaRVq1bSrl076datmyxatEi2bNkiKUkXwuzfv7/9ugY+BDQAAFhTWFiYBAUF2a+7ZmWSXDOjxb6OGjVqZIKY+IZ/kqJIkSJy6tQpp316Xd9UtmzZ3D7GXfoJAABYk57zHYMZdzweZnINZGxy5col//3vf8WbdDhr8eLFTvs0+6P7AQAAkpSZ+f777+O8TXvHxBXsqCtXrsj+/fudpl7rlOt8+fJJSEiIGSI6duyY/TX69Okjo0ePNvU4vXr1kiVLlsivv/4qc+bM4V8PAAAkLZjp27ev03Ut+r127ZpkzpxZsmfPHm8ws3HjRtMzxsZW29K9e3fTDE+neYeGhtpv12nZGri8+uqr8sUXX0iJEiVkwoQJTMsGAABJD2YuXLgQa9++ffvkhRdekDfeeCPBhnvR0dFx3u6uu68+JqWLigEAQBpfaLJ8+fLy0UcfxcraAAAAWGbVbG2ed/z4cW89HQAAgG+Gmf744w+n6zpspLUuWqjbuHFjT58OAADAv8FMp06dYs1gKliwoLRo0cK+hhIAAECqDWaioqJ8cyQAAAApWTMDAACQajMzjmsdJeSzzz5LzvEAAAB4P5hJbJ8XrZ8BAABIdcHM0qVLfX8kAAAAvqyZOXjwYLzdewEAAFJ1MKNdfs+cOWO/3qVLFzl16pSvjgsAAMC7wYxrVmbu3Lly9erVxD4cAADAJ5iaDQAA0kcwozOVXGcrMXsJAABYpgOwDjP16NFDsmTJYq7fuHFD+vTpIzly5HC63++//+79owQAAEhuMNO9e3en60899VRiHwoAAJDywcykSZN8dxQAAABJRAEwAACwNIIZAABgaQQzAADA0ghmAACApRHMAAAASyOYAQAAlkYwAwAALI1gBgAAWBrBDAAAsDSCGQAAYGkEMwAAwNIIZgAAgKURzAAAAEsjmAEAAJZGMAMAACyNYAYAAFgawQwAALA0ghkAAGBpBDMAAMDSCGYAAIClEcwAAABLI5gBAACWRjADAAAsjWAGAABYGsEMAACwNIIZAABgaQQzAADA0vwezIwZM0ZKlSolWbNmlfr168tff/0V530nT54sAQEBTps+DgAAIEWCmV9++UX69+8vgwcPls2bN0vNmjWlTZs2cvr06TgfExQUJCdOnLBvR44c8echAwCAVM6vwcxnn30mzz77rPTs2VOqVKkiY8eOlezZs8vEiRPjfIxmY4oUKWLfChcu7M9DBgAAqZzfgpmbN2/Kpk2bpGXLlndfPDDQXF+7dm2cj7ty5YqULFlSgoODpWPHjrJz5854XyciIkLCw8OdNgAAYE2u53Q9z6dYMHP27FmJjIyMlVnR6ydPnnT7mIoVK5qszaxZs+THH3+UqKgoadSokRw9ejTO1xk+fLjkzp3bvmkQBAAArEnP447ndT3Pu8ooqVjDhg3NZqOBTOXKlWXcuHEydOhQt48ZMGCAqcux0SiOgAYAAGsKCwsz9bM2WbJkSblgpkCBApIhQwY5deqU0369rrUwiZEpUyapXbu27N+/P8776Jt090YBAID1aCDjGMy447dhpsyZM0vdunVl8eLF9n06bKTXHbMv8dFhqu3bt0vRokV9eKQAAMBK/DqbSYd/vv32W/nuu+9k9+7d8sILL8jVq1fN7CbVrVs3M0xkM2TIEFm4cKEcPHjQTOV+6qmnzNTsZ555RlLctfMpfQRAqvbDuiMya+uxlD6MVOF/245Ls0+Wyo5jl1L6UIA0ya81M126dJEzZ87IoEGDTNFvrVq1ZP78+fai4NDQUDPDyebChQtmKrfeN2/evCazs2bNGjOtO8Wt/iKljwBItY5fvC7vztxhLj9Uo5hE3I6UbWGXpF6pvJIxQ/poPP792sOy/tB5eb5pGXn55y1mn/5c+npz+XrZfhkxf4/Z1656ERnzZB3ThgJA0gRER0dHSxqmBcBa/Xzp0qUEx9w88uNjIvsXxVx+ebNI/rLee27A4vaeuiytR60wl/965wG598OY4eXXW1eQl1qU9+lrX7p2S4bN3S2P1CkuDcrk99rzanC28cgFGf5odTl45oo8Urt4vAFIqf/MibUvW6YMsvP9NlLm7blO+3NnyyQD21c2z5legj3Am+fvVD2bKVWzBTIAYrl+M9J+ucWny+2XP1241wQYkVHRUt+LgYajUX/ulV82hpnt8EftvfKcmlnSYTPVacxq8/PQ2avyWuuKTvf7ffNR6f/rNimVP7vb57l+KzJWIKMuXb8lb/z2txy9cF1ebVXBK8cMpCcEMwCS7djF6zJywR7pfV9pqVost1yJuG2/zfGyemxsTJPM6S80kspFc8m5Kzdlwc6TUr147mQFOBogfThnt0xeczgZ70RkzNL9Ujgoqxkm+vvoJenRqJRcuHYz1v2+WrJfXm1ZQQIDY7IzN25FmkBGHT53LUmv/cXifRKSL7sJejrXKSHZMmdI1nsB0guCGQAeiYqKll7fbZD8ObLIyH/VNPse/2aNHL90Q37fckw2Dmwpe05eTvB51h08J2/+tk0OnLlq35eUTIoGERG3omTdoXMycfUhp9tuRUZJpniGbW7e1ttjFrFVetyfLIipZbGJLzjSIO5k+A1T2Fu5qHeGsV+bFhMQDdRhrYEtpUBOWk0ACSGYARAvLasLv3Hb1HWo0PPXZNmeM+byuw9Vlhu3okwgY3PPB38m6hN1DRoSGuZZsvu0NCpbQHJnjzkOde5KhNSN5/U0OKlWPLfTe9l1IlzKF8plMi8fzNltgpB5fe8zt2847NksxZlbjsnIRXslqcY9XVee/2FTnLfP3nZcejQuneTnB9ILghkA8Ro+7x8Zv+KgTOvTULJkDJSHR8fUjKhNRy5I7+82+vwT/HTBHvl2ZUzWRYOPX55vIEFZM8nuE/FngE5fviHR0UEm4NIhm/k7TsoLP212us/uE+FyOvyGnLh0w2RDPPHd2pg6mvjsGtJGqgxaEGt/nuyZpE3VItK2WhGZt8P9ki4UAwOJQzADwJ61sA23aP3J0n9Oy+2oaBPIqMfv1Lo4SmwgUzskj2wJvejRMSidNTR66X75ffMxp+BjyvpQ6dOsbKx6HFe9Jm+UFpUKydI9p6VuSF4zG8mde4fdbebpibNXYi94p+4pGfNaXe8NluyZM8r+D9tKuXfmOd0nR+aYP79NyhewBzMfd65uApxaQ2ImGETcjkrScQHpDcEMkM6duRwhO45fktd/3WZm0nSqXVyaf7JUzl6JXfTqiWYVCsq33e6RzBljalYuXrtpP0nHZfuxS6YQWDMoFYvkkhYj786EcqTBzP0VC0mfH+MeorFZ8s9p8zOuQCYhJfJmM7OMHM16sbF0vDOryZ3fXmhkAp182TPbMyyLX2tmZi1pMDZszm4Z1aWWue3xusGy41i4NClXQNrXiOlu3r1hSZP10WE0AAkjmAFSSVGtnujy5shs79OiRaUJ9TJJLi2Arffh3ZoT2zBLcgMZ9fg9JeyBjMqTPbN88UQt6Tt1a5yPcRzCio/W7bz6S9zPk1g5MmeQqw7TyF01Kptf/tu9nlyOuGXvlaO0Dicoa0ZTS+Tqq661zU/Xwt2yBXOan3VC8soT9UIkw51ZUPoZae8aR/nvPPb81eT/OwDpAd2ZgFTgzel/S+2hi+TvozFDMdpwTqf5LtsbU2jrK2EXYk8h9rRuJC4Z75ys3Z3QHX3X694kPb8W8sandIEccd72ZP0Qmf1yE1kz4IF4n6Nhmfym1qZQrqwmEFMaYGogcl/5grHuXyBnZulQs1iCx24LZOJSOCgmmJm7/YSZrQUgfgQzQCrw26aj5ufY5QfMOj42PSdt8OnrhiaxH0rR3Fntlz+7Mz3bVaCbjFJw3tjN5LSvSusqMUuaJJcOCWlfmBGP1ZAGZfLFeb+hHauZ7IpthpajXo1Lm9lNb7SpKM81K2Pf37FWcVn+RnP59PGY99utYclYjw1y83xJ0bpKEfNTMz+JmeYOpHcEM0AqMnf7Sfs6Po5DUIlxOzJK+v+61d6pdvvRS/Lw6FWy5sDZOB+jXWwTa0TnGvbLA9pVtl/WTMWCfk1lxv81kgFtK9n31yiRJ9Zz6LRqve+S15qZWUnB+bKZACRLpsQ3h9NeNHEFKtqA772Hq8q/7gk2wzlJyYwM6lDFHNuL95eTLBmdj6tk/hz2xxZxCOhsCuXyTk8YHW7UomnbkBqA+FEzA3iJFrh+/uc+08r/jQcrSlR0tGQMDJR8d+pgbHSmkM7a0ZOi1sNsTKC3yWXt8eLQWyUu3689Ymb96PbkvSHSY9Jfcu7qTXny2/WxmtHN234i1hRld7rcEywzth6TL7rUkrbVi5ohFx2aerhmMROEFMyZxbwHLdZVtUPyymN1S5hjdneyV7b7/u+lxhIZHW2a2j1YtYhTRsrm/ooFZdzT98gHc3aZ9+c4hLTuYOzPTV/bpoSbLJA7/wx9UL5ZdsBkQDrWSniIyCZPtrv/rl92rS1fL90v/9e8nHhLzRIxM8A0GE3M0BWQnhHMAEmw79RlaXVnIUW15j8tzMnW1i32+KXrsnJfTEbk4LB29pb3YeevScvPlpspt00rFDSZDFt7/7gs23vazAzSAtr4FlccMnuX/XpZl/V/9p++YgIoLSxdvve0vPpLTJfZ+Hzf615zjB8/djcj43hSjSvzoa9hK2CNj87wsf0B0pWj/9v9npjVtmftlJ6NS5mg79E6MUXEA9tXkYvXbpmCXPMaOdw/f9ZMd5PN+XO6/7x0qrbzYzIkaT0kDTC19kY/Vw3udPOmWsExmZmDDh2SAbhHMAN4SBuxOQYyqtFHS5yu2wIZdTnitgk2tNfJ4D922vev2HvGbAnR2T95s2eSLYNax5qJtP7QObNwY71h8Xfd1QAqPlOfayA//xUqs7bGZEeaVywo95UvIP6i2Z0HKsfUzXSsXdw0xHOkAY1mP2zKFcrpdNLfGhZTOG2bDaYcM2JaAzNh5SHJljlQXndZHDI5hj3iPAvJm2zvUWe16b+148wwAM4IZgAP6MwSxym6iVHz/YWJvq922N02uLWZUWQrClYXrt2Kdd9+v2wxNTaaHdCTXXJULhIk7z5UxR7MTOh2j0+nhMfHNZBxR7Mgmm0Kv3FL/tO2kvy0LlQW7jop3RqWst9Hp0Y/06S0ZMkUaGpgbOtIWUWVokFmRphOHT93NUKK5s6W0ocEpFoEM0iz9ESXOUOgGUZIjCX/nDJDRVroWigodr2HDnv0/s53s4t+eqa+VCuW2xyvzpg5FX7DKcNjM33TUdNcTgMZWwO55Jj7yn32mpxDw9uZnykVyCSWDtu93uZuhuXZpmXM5mrgQ1XEqvQ96pIH2vNHh9gIZoC4kbdEmqSdU2u8t1AqvTvfpOkTQ1vf6wKK7/1vp8nAaEGv4+rLWoeyev85nx2z1oM4Fvq6Fg7vPH5JPpr3j1lV2d1Kzlos66k9HzwoVYrdXe1Zg5jUHsikJ7ap3tpQ0eomrDwo941YYm8HoP+nflp/RA57MKMOiAvBDNKk7pP+sl9+6KtVMmPLUXnoq5Vy1E2TOFfHL96Qdl+uNK33bR1YX0zEzJ/kcg0iiuVxHlZ4+r9/mT40cdGeKTrlOTF0JpLWkbhOPUbqorPFlOtyCq50jSqdRacu37hlspKphQ4HajCmK5SHnb8unceuMXVn45YfkHdm7JDmny4z3ZzrD/vTLPWgQQ6dj+EphpmQZny1eJ/ky5lZ/l2/pFnrxpFt9s7Q2bukf6uK8ufuU/Jc0zKmw+p/Vx2yt6C39fWw/TGtMzT+tYRsRaBvz9hu7xi79mDisje6/k79MvklT7ZMToWrNkVchroS+gOvM4jKFMwp2wa1loBAkVu3o6TT16vNgob/ODRem/5CI6lbMu4eLEg9NGu2/tB5+SeebseaRaw7dJHkyppRVv+nhTwwcrncjIwyM+x0kcvE0iBI+w656w+UWBqkrNl/zsy+2xJ2QfLlyCKdxqyWgg79d3QtMNe6sxlbYhYSbfvFSmlcLr+Zdr/w1aamx5KueF69RO4kHxPSB4IZpAmaqh65aK+5/HdY3MNKC3aeMpv6ZMEe+/5mnyyzX/bkW6GeQLQAVzf9dvzWb3/Hed+B7Subk8vq/WfNSslP1AuOd0hH6yU8oSs1K8ehqpVvtrCf8HTBRZ2hlCsRBbZIHYrfyc5NWHVI6pXOZ1bUdqXBt071j7hy02RwTl+OWZxya+hFaVQu8TPS/j1hvfx99JIp/m4ZT0dmHSb6dWOY6YDsWlvWZdw6t40YNYBJLNtQrgZljgG4/n+YuOqQvNC8bKJ7CCH9IJiBpem3SU1hHzp39w/oLxvDfP662jtGv/06FhfnzJJR6pfJJ3O2n4h1/zZVC8sz98UUqGrgkxiuNTMJaXinB4s7epztqsesyAzr0OFAm+d/2GQKtF0DYMeaEy0at1++fPey9sLRDIc2PXRHb9dARk3dEBZvMNP123Vy7OJ1Gb10v+x4v435vU9KR2lPdP5mjf3yT+tDTfbxyPnkZZGQthDMIFWKuB1pxtHPXr4p3zxVJ84mbM9+v9FtJ1hf0sZxOtMka2DsE0PXe0PM1GINarSxW4WB85JcwJk3niZ5rioVyRVvUz1YU7MKzg3+dp+47FSwrd5wyAY6FrufCr+bDXn/f7tkyl+hMuflJlK+cEwHZkeatbM5fzXmcZtDL0imwEAzxKNLZXSb+JfpfaOBjP15/9gpRfNkM79//+eHujKbmkMW2vsjaZ8lgAJgpEpjlx00U4//OnxeBs2KmV3kjr8DGR2mGRVPvxJtzd+pdnEzjVabnNlqBdytsJyQxA4z6VIF8/s19fj5kfppJmX0k3frub5fe9gU+vaavMEMuWhGxTFQHjb3H7dZGp39pr2Iek5231rANjSlNodeNK/x6NdrpMPoVXLh6k3ZdvSSrDlwzmlJCTVt01H5cvG+JAcyj9Yubu+po6un64y+cU/XTfTjnxi/Tq7dvJ2k10baQmYGqYb+AdU/wKUK5DDFgzY6bKPdc3WBwuB82Z2yN/EplT+7HHZYFVobrWmn2OQs3KerMWsb/sSa9WJjWbnvjFlx2ReZGa0fQNr2UI1ismrfWTP8o5t2StZMim5asxWXSasPy7WISBn+6N0uxXHNisruMvw0fN5u++UekzdI2QI5kvUeRnWpKQdOXzVDU47ealtJPutSy35dC4fVKy3KyZdLnO8bly/+3Oe08CnSJ4IZpKrp1H8dOm9WHnb9I33tZqS8/7+dMqF7PTO9WrM1jqlxVzNfbCzlC+WUqoMX2Pd98UQte+GvTknu27K8yfi8NGWz/Lk77udy5GnjMp1e3aVe4mpkEjrBqAcqFZL7KxWSeqXySbRES6UizkMOSJteeaC8CWTU3lOX3Q4xuaP1Y7o0hSPN0GgDSM36aFZDu01H3HLuIO2YgdkWdtFsSfXJYzXkkdq6+Ogt2XjkvLSvUUyalS8olyNuSWE3zSlV35YVzJeaPacuy7jlB+N9/nErDprP5vf/a3TnbwcF7ulRQLTmKdOw8PBwyZ07t1y6dEmCgrz4h/89h6mCL28WyZ+0b8i7jofL7aiodFPIprMaNFXepV5wrBkJpf4zJ8HHP1qnuFkVOiG2VaJPh98wHVSL581m+rC4o/8F3pr+t/y68e7yAe6mSWtWRhde9CfXz2TXkDYeTbdF2qC9V8q/E1N/VaNEbnuxbnJow8R3Z+6I9/feGzYObGmWlkgK/b9ZeoDzoqkJ0UVLP/tXrUR3/kbaOH9TM5OCrkbcNs3ZHh69Wo44zMZJS7Qg8bVft9mnO+t6Ql8t2S9NPl4qs/+OWQfIE+4CGR1nX//2A2aqsyudOqoFk3EFMkpnh4x4rKYJFDa809LMVMrvMJNIlxlY9/YDfg9kXGmRJYFM+qS1WLap99oCwBsqvzs/ViBTpmDCw0nFcrvPpriz/b3WSQ5kbP8393/Y1qPHaK2ddv7WHlJIPwhmUtAuh0ZY2uckKSf31EyzItp9d/rmo9Jw+GKzPIDjcgAvTdlivnl9umCPPOYw9TIp01c1XT2kYzVToKvj7UmhgYIW7OpMpUiHhGVjD3p1eJvjEgWBLDOQrv3rTrB+8Ix3vvhEucnJOwbx7txbOp+sGfCA/brObnqvg/v1rwIDxCtDPo41arqoaGJpUfLDo1clexFWWAPBTAq6csP5G9aHc+4W3al9py7b1zGJj2Y94prtk5LuHXa3y6c29dLlAVzpLAktCtx45G7Bb2Lot0MtFsybPZOpJ1A6e+iH3vWlf+u7CxAm1aO1S5iftm/DKUUDNJv7KqRcUIWUp32CdOFUX9JVx//sH/fMuO963mt+lr2TwelQo5jb+2ltl9atecvS15vLkI5VpWfjUk4Z2YTocJy2R/h2Rfx1N7A+Bt9TwNkrEeYb0HWXAOTEpRsy4PftMuyRajJx9WHTet+x/kNp0JIlY6C9cZbWoNT78E8pmjurTOpZT/45cVk61irmlcUCtWAvKd+stHHWnERmmbTVeVJo236dyqntzjWT4m1vPljRtPxvkoJZGaWzt2b8XyOzMvbTDUqm6LEgZWlzunql8/pssdNawXnkoRpFzd+O3UMelM8W7TEZT11TycbWdO/X5xuatgitqxZ2WrW9fY2i0rlOcWlRKe6me0lRukAOsynNvmp2SpcgqfvBn4l6/CcL97hdVR1pB5kZP9M24Pd88Kcpagt300jt579CzW22QEb9uO6Ifdim3gd/Sv9fY9YZUmsOnLUHQg9+vlL6/bJVVu2P2Zccf+46JdXfWyhfL0vc9EhHOmT06cKYpQU8lTVT7F9Jx29jNoPvpLZ9EcjEHEcG84fZcWmAlFI7JK988nhNWrhDGpX1TXCtX67Gd6tr/xKkQcs77auYrtW2DEhNh/WRtIml/v8wfZVqFTd1MZ1qFZMxT9bxeiDjLju07I3m5hgcWxPoTKaawXmc2iLY6FDTPGpo0jSCGT9702Eq5X9+j1mcMCE6dbLJx0vMsM3liNtmUbY5f5+Qb5YdsK+U6zpDKrlemxYTMI2YH7N+kda2aCGvLqio2RCdqqkzLBzpkFjtIQvlnAdrG7kqmc+5AFHXiXHs8DnooSqybsADbruYAmmdY5+lxEzltwnKmtEMybpTvXhuU/heKJf7wt4vu9aWN9pUlG+73eP2dg341w1oIaMc+sX4kn6B0SBKOX6VWfHm/SZrbVOteG5p77CExws/bZYxugTDsUvm71lcdNp62Plr9r+tet/ekzdI/1+22u/j+rcPKY9hJotwbXb14pSYjpvummYNn/eP6R6blP4m2qq8aFBWp66i/aZukZlb7w4bbTx8XvaeumIuT3mmvlnMTmdmabfQpLTtd9S7SWnTJG/53jPSqkpheaByITnosN5Lryalk/X8gJWVjCeYue2uotfhRD9k9i63swH1b0h8GU7Nurx4f/xF9Z40kvQmx9F0zaY61hRlCAyQMf+uI+s/+NMM7dt6TOn29b/rmBokDVQch+Q1M65D/SokX3bzuenf3sV3elp9+Eh12X/6ijw+bo282LycPFyrmLmfN4b1kTwEMxZ32aWI2Oat6ds9Cmb2nLwsbT5f4fY2x0BG2QIZ9eSE9Sbd/M+JcLeBTOc6JaRy0Vz2cffXWlWQk+E3ZO3Bc7FmZWiaWGds6NpHB85ckarFgswfibIFc8qnj9eM85slkF5UKhp3RjKuWTuP1C5u1u3q36qCHDl3TU5cvG56L+lCqep2pHVbjQU45WZ0CnvsoEJrzu4bsTTWTCetvdGO4M/dV0YW7DopPRuVtgcyytYp3DGJc/7aTfl04R6zaOfIRXvNNrB9Zfsiskg5BDOpgJ7gl+09I5s8nNGTEC0WTkzjKP12Elcgkxg65OXO2KfqyoPVipjn18UXa4XkkQp3hofcNcPSxna28XpNETt6rG7M7CIgPdPO1WUK5HDKVrqjkwBmbT0ur7euIC+1iJntp00qp7/QyL4USMWB883loGxp5zTgLkOkQ3Pumm2u3BdTW6gBiW1oXYOhWy7B3Q2HZVPOX7kpUS5DVPpFzTWY0Qy3tpx4qkFJM5HAHV28M6UyWmkRn2Qq0KxiQfm+1732olZv0cZR/9t23N6Q7+CZK/J/P22SzxbukSH/22VvvvXbJt90AK1fOp/5qdkVzbjYAhnbPs282FQuGmS6dgKI3wed7k7Xj8t7HarKj73rxzk8pEGRftnQ1gODO1S19N9OW1sGZVu6wXUK+yeP1ZRlrzdP8Pnc1Q05LvVw7mqE2zYYOiyutTbm/rcjpfFHS0xtY2c3/bP2n75sOnuXe2eezNqacDfzuNjqfqjfiZF2QnILsy1l4ItpwC//vMX8XP2fFtJi5HKn21bsO2PGf30lKJ6uu0oLCnWNJZ2tlJKN6QAr0Rq1Ho1KmZWw3dFu13lzZJYm5eP/P6VZU92sTNco0zWZtG5FPVEvxExhd82GaP2MrvX0/sNVZfAfO+N8PtcVuFuPWu40g6zHJPerjnef+Jf5uejVprFmk/66IcwMnWvGWQOelp/dzYL3nbpVsmXKYIb8dAbp+Wu3ZMXeM+a2rveGmCH6cgVzSqGgLKZ0IL7sfYXCOeXnZxvIPycvm8xdmyqFTQf09IK1mfy8NpO79YdsfWR0NlDTT5zHdl392b+ZtPzMOShxzYasP3RefKHvA+XNH9HaQ2M3v3PHsT8OAO+ZueWYacOg9GT4UefqcuD0FdOAUk9o9R1mAOKun9YfkXdm7EiRj6Reqbyy4bB3SwkSMvvlJmaBXn1dLXrWL42TVx82DTjrhNwN+HzVr8ufazORmfGG6KRP0+vW8G4jtOB82UywoD0ftEj2p/WhUiBnZpnYo55pG66dfh0XZ9Tx3fHd7pGeDt8WtNo+vmAnMRqUyScXr90yM4s0fasp1GGPVLfX32i6duX+s2aROneerB8iz9OgCvAZrYnZdvSiqUXr17K8GbbVYYfnm5WVHFn4sx6XeCZ8+Zy/Axmly8k4Fj3bjPozpk5Im63qrK7/rjokDcvkl5+fayBWxW+9N0Qmfjpyr8alZefxS6YngwYHjjN09A/Sew9Xtc9M0KI1HYKy9VRwXWRQx4Xvr1jIaV+xPMlLK+rCcK5dfzvWKu50XdO1uv2++ahsCb0Y6zk08AHgO/q3wrXWRfcRyMRPMxCpgQ6t65R3/aL4l0smvU3VwvLv+iWl252hK0cjOtcwM9r0767WQBbNk036NCsr6w6ek+Fzd5vlYTyhzVY1kFE6w7TO0EVmDT39mL54opb523/0wjWZtPqw+YKamoetCGa84WrMGGdiDEpkka9mROqWjCmgdaVTCrUSv1sj5864+sunAY+OGSdlZV2dVeXJ8gVaYHj43FVp/+Uq+9RqTXcDQGoUXy+epMiXI7M8fk8JGbf8oFk7SmsAE6LZ9wFtK5u/8VqgrQXDK/eelSV7TkvFwrmk+52/67pcg/bv6nJngVHHXja2OkubBmXyy6yXmtivf7/2cJzHotl+nZrvjmb/Het5dLPRaf3vtK9surTvPhEuvSZvtL+f11p7du7wBWpmvFEz8/RMkbL3i7+E37gl6w6cM5X8OivBVoezdkALKZo7m/nPoUNPaw6ci3dGhI6Ztvtypbn+fLMy5j9YUuhsqVPhEWZFXQBIrcavOCDD5v5j/xtYMn92sxr9V0v2mbWmPKHDMm+1rWTWtLKp/O58s+aeLgGhkytOX45p1vfv+iGmbED9M/TBRLXM8Ib9p6+YL7daFK5NTXVYSRfj1Wnh2ntHMzPeXM/u/5rH31zRU9TM+J1/U5c6Tt666t1ZCFvebWUCHA1klAY42mSu0UdLYj1234dt5cTFG6Y+RyN9XY120a6T8nSD2OsfJVbJ/DnMBgBWycxoDxjHWVG6urYjXdhSF82Niy7s6xqUaB+fWduOyUv3l5NXft4ip/ecsU+e0KEgnRnlr0BGaa2lzcJ+Te0dk7W/jf7t15lTOtNLszgTut9jmpXqMjk7k7Akzqp9Z70ezHiCYaakyp5f5NqdzEc863z4g07D1M1RsTzZzKwGTSlevH5LHh+7Vp69r7SpvwnJn93pP+xzTRM3EwsA0mLNjA752BoNqgerFpEPHqlmFgWOi+M6UDZVigWZTX3UuYaMXLhHujUsZWpNFr+WcJ8bXwp0ma2kQZXtS/EDlQvb+309VKOY+Zx2nQi3FxBXKx5khrYcV0h31fLOc6SbpnljxoyRUqVKSdasWaV+/fry11+xi5wcTZs2TSpVqmTuX716dZk717lrbIqp8YTDldRRVOaqYdn8ZkFG/dax4/02ZhVcAEivdGmUuGjNn83Yp+uaAt34JLQeU+GgrDLisZqxuplbQWBggDnuA8PaySeP1ZCRj9eSDzpWMxNE4mq58bTDzNw0H8z88ssv0r9/fxk8eLBs3rxZatasKW3atJHTp2MW8XK1Zs0a6dq1q/Tu3Vu2bNkinTp1MtuOHSnTJ8BJ8TpiJTpuCgDpmTYJfK9DFbNek6veTcqYTLWuEB6f1lUKm+Lc9CBDYIA8fk+wVCySywQ4tiLfbYNby9xX7rPfT5sR2mbdposCYM3E1KtXT0aPHm2uR0VFSXBwsLz88svyn//8J9b9u3TpIlevXpXZs2fb9zVo0EBq1aolY8eO9XoBkUd2zhSZ1j3mcq+FIiH1vffcAIAUV3rAHHsVgc400okSj9ZhnTgb2+STyT3rSXOXNiFptgD45s2bsmnTJhkwYIB9X2BgoLRs2VLWrl3r9jG6XzM5jjSTM3PmzDhfJyIiwmyOH4ZPZHCYhhZU1DevAQBIMdrLK+LOauQLXm3Kv4SLaX0ays5jl6RZhZg1sXzF9TyeJUsWsznyW17o7NmzEhkZKYULOxcJ6fWTJ0+6fYzu9+T+avjw4SaSs22a+fGJfA6rpOYJ8c1rAABSTPsaRe3rHiE2rcfs0bh0gvVDyaXnccfzup7nXaW5QgrN/DhmczSi80lAU6iyyOOTRXKRlQGAtGhIx2qmj4zObkLKCQsLcxpmcs3K+DWYKVCggGTIkEFOnTrltF+vFyni/hdF93ty/7jSTz5T9RH/vA4AIEUmTujUaqQsDWQSqpnx2zBT5syZpW7durJ48WL7Pi0A1usNGzZ0+xjd73h/tWjRojjvDwAA0h+/DjPp8E/37t3lnnvukXvvvVc+//xzM1upZ8+e5vZu3bpJ8eLF7eNhffv2lWbNmsnIkSOlffv2MnXqVNm4caOMHz/en4cNAABSMb8GMzrV+syZMzJo0CBTxKtTrOfPn28v8g0NDTUznGwaNWokU6ZMkYEDB8rbb78t5cuXNzOZqlWr5s/DBgAAqRgLTQIAgFTHkz4zKduyDwAAIJkIZgAAgKURzAAAAEsjmAEAAJZGMAMAACyNYAYAAFgawQwAALA0ghkAAGBpBDMAAMDS/LqcQUqIjo62dxIEAADW4Ml5O80HM5cvXzY/g4ODU/pQAACAB7JmzSqZM2dO8H5pfm2mqKgoOX78uOTKlUsCAgJS+nAArzh27JhUqVJFdu3aZVaaB/yF3z0+N3/+jmggowGNpPfMjK7CXaJEiZQ+DMAn6VcN0hNagA3gdy/lpaf/s+Ep8F4pAAYAAJZGMAMAACyNYAawIE3dNmvWLM2nq5H68LvH55Yaf0fSfAEwAABI28jMAAAASyOYAQAAlkYwAwAALI1gBgAAWBrBDJAKrVixQjp06CDFihUznatnzpyZ4GOWLVsmderUkSxZski5cuVk8uTJfjlWpN/fO/2d0/u5bidPnpT0ZPjw4VKvXj3TJK5QoULSqVMn2bNnT4KPmzZtmlSqVMl0uK1evbrMnTtX0uJ7nTx5cqzfkcR09fUEwQyQCl29elVq1qwpY8aMSdT9Dx06JO3bt5f7779ftm7dKv369ZNnnnlGFixY4PNjRfr9vbPRk9mJEyfsm57k0pPly5fLiy++KOvWrZNFixbJrVu3pHXr1ubzjMuaNWuka9eu0rt3b9myZYsJCnTbsWOHpLX3qnSatuPvyJEjR8SbmJoNpHL6LWbGjBnmD11c3nrrLZkzZ47TH8InnnhCLl68KPPnz/fTkSK9/d5pZkYD6AsXLkiePHn8enyp2ZkzZ0xApyf+pk2bur1Ply5dTAAwe/Zs+74GDRpIrVq1ZOzYsZKW3uvkyZPNFyz9e+QrZGaANGDt2rXSsmVLp31t2rQx+wFf0xNw0aJFpVWrVrJ69ep0/4FfunTJfAb58uVL8/9nLyXivaorV65IyZIlJTg4WDp27Cg7d+706nEQzABpgNYoFC5c2GmfXtcF365fv55ix4W0TQMYzSJMnz7dbHqiat68uWzevFnSq6ioKJOFaNy4sVSrVs3j/7NWqjeKSuR7rVixokycOFFmzZolP/74o3lco0aN5OjRo147ljS/ajYAwDf0JKWbjZ6gDhw4IKNGjZIffvghXX7sWk+iw72rVq2StO7FRL7Xhg0bms3x96Ry5coybtw4GTp0qFeOhcwMkAYUKVJETp065bRPr2vRXbZs2VLsuJD+3HvvvbJ//35Jj1566SVTA7N06VIpUaJEkv7P6v609l5dZcqUSWrXru3V3xOCGSAN0G89ixcvdtqnMw0cvw0B/qCz6XT4KT3RJQ715K4F00uWLJHSpUun2f+z0Ul4r64iIyNl+/btXv09YZgJSIW0WM7xW4tOvdaThBbZhYSEyIABA+TYsWPy/fffm9v79Okjo0ePljfffFN69epl/sj8+uuvZoYT4Kvfu88//9yczKpWrSo3btyQCRMmmN+9hQsXpqsPXYdbpkyZYmpCtP+Kre4ld+7c9sxot27dpHjx4qZPi+rbt69ZWXrkyJGmrcLUqVNl48aNMn78eElr73XIkCFmppb2v9IZTZ988omZmq3tI7xGV80GkLosXbpUV7OPtXXv3t3crj+bNWsW6zG1atWKzpw5c3SZMmWiJ02alEJHj/Tye/fxxx9Hly1bNjpr1qzR+fLli27evHn0kiVLotMbd5+Zbo7/B/Vzs32ONr/++mt0hQoVzP/ZqlWrRs+ZMyc6Lb7Xfv36RYeEhJj3Wbhw4eh27dpFb9682avHRZ8ZAABgadTMAAAASyOYAQAAlkYwAwAALI1gBgAAWBrBDAAAsDSCGQAAYGkEMwBiCQgIkJkzZ6bqT0YXNNRF7vzh3Xffleeee87nr6OLNnbo0MHnrwOkNfSZAdKJHj16yHfffWcuZ8yY0XR1rVGjhnTt2tXcFhh497uNdvXMmzevZMmSRVKr8+fPmzVetAupL+lnUaFCBdN+vWTJkj59rZs3b5qOutoN9r777vPpawFpCZkZIB158MEH5cSJE3L48GGZN2+e3H///aat+kMPPSS3b9+2308Xu0vJQEZP6gnRYMzXgYzSFv26yq+vAxmVOXNmefLJJ+XLL7/0+WsBaQnBDJCOaICigYqum1KnTh15++23zRorGthMnjzZ7TCTBha6sJwuCpc1a1ZzUretuWK77zfffCNt27Y1a7OUKVNGfvvtN6fXDQsLk3/961+SJ08eE4R07NjRBFQ2mhnq1KmTfPjhh1KsWDGpWLGi2f/1119L+fLlzesWLlxYHnvssTiHmS5cuGDWhNGMUvbs2c3x7Nu3z367vj99/QULFkjlypUlZ86c9uAuPpolcR36KVWqlFmXyFGtWrXkvffec/pcxo0bZwJFPR59zbVr15q1j/TYc+TIYYKkAwcOOD2PvtYff/wh169fj/e4ANxFMAOkcy1atJCaNWvK77//7vZ2zRLoyVUXrtyzZ4/89NNP5mTuWlPSuXNn2bZtm/z73/+WJ554Qnbv3m1uu3XrlrRp08ZkUVauXCmrV6+2BxKOGRhdQVifX1cOnj17tll075VXXjGL1On++fPnS9OmTeN8HxoQ6WP0WDVo0GVk2rVrZ17f5tq1a/Lpp5/KDz/8ICtWrJDQ0FB5/fXX4x3K2rVrl9xzzz2SFEOHDjUBli7WWKlSJZN1ef75582CjXqsthWIHelraZZs/fr1SXpNID1i1WwA5kT7999/u/0k9ISv2ZEmTZqYbIO74ZbHH3/cvgKunsA1IPnqq69MZuWXX36RqKgoM1yjj1eTJk0yWZJly5ZJ69atzT7NVOh9dKhFaXCl+zSzoYGQvm7t2rXdHqNmYDSI0UBJsx1Kg67g4GCTYdLjUxrYaJFt2bJlzXUNJDRYiou+dw04NFuUFD179jQZKfXWW29Jw4YNTeCnwZ3SIT69jyPN4ugKxLqqMIDEITMDwJywbYGGu4yHZhZ06EczJQsXLox1Hz1Ju163ZWY0W6NDKxqQaEZGNx1qunHjhtMQS/Xq1e2BjGrVqpUJYHTY6umnnzbBiWZW3NHX0qLm+vXr2/flz5/fHLPtOGyBgi2QUTp0dvr06Th/A2xDPTrMlRRaYG2jw2S29+m4Tz+H8PBwp8fpcF1c7xVAbAQzAMwJX2fRuKO1NYcOHTIZFz25a6bBsXYlIVeuXJG6deuagMhx27t3rxl2sdEsjCMNfjZv3iw///yzCToGDRpkhsMuXryY5H8xnf3kSAM4DeTiUqBAAXs9jiOd+eX6OMfhLHevZwsW3e3TzJXr8FbBggUT9Z4AEMwA6d6SJUvMtGOteYlLUFCQdOnSRb799lszbDR9+nRzwrVZt26d0/31uha82oIhHQYqVKiQlCtXzmnT4ZT4aLalZcuWMmLECDMMpkXDeryu9LVc60zOnTtnam2qVKmS5H9jzeLoe9e6GUcaaDgWDmtmRQM+b9BslWZr4hpSAxAbmRkgHYmIiDB9U44dO2ayHsOGDTMzi7QuRQtV3fnss89MduSff/4x2ZRp06aZGVFa82Kj+yZOnGhuHzx4sPz111/2wlYtCNYMh76OFgDrSV9rZXTI6ujRo3EeqxYBa/GxZnG0fuT77783GQzbTCdHWtOjz//ss8/KqlWrzNDWU089ZWZt6f6k0gyMBlP6nK5F01pErO9HA8Hu3btLhgwZxBv0OXVozXE4DED8CGaAdERnBOmQjc5G0tlES5cuNQGDTs+O62Sswz2aGdFZNvXq1TPZkblz5zo12Xv//ffNFGatEdGgQ4MfW0ZE61R05lBISIg8+uijJovSu3dvk33QrEdcNFjSImANHPQxWrirz1u1alW399eiYh3O0sBMa3Z0GEiP03VoyVNa2KzvzXEoSGcjNWvWzLxW+/btzbRybwUf+h41KAOQeHQABpAsWvcxY8YMc0JPizQo0sLiV1991XRL9qWdO3ea4E0zXAkNwQG4i8wMACQQrI0fP96pQ7KvaB2OZrYIZADPkJkBkCxpPTMDIPWjaR6AZIlvajMA+APDTAAAwNIIZgAAgKURzAAAAEsjmAEAAJZGMAMAACyNYAYAAFgawQwAALA0ghkAAGBpBDMAAECs7P8BAK/wbc0C5jIAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# check new FIRE fits files\n", + "fits_files = [\n", + " \"ULAS_J133836.97-022910.7_sdL7_FIRE_Magellan_Primeval-I_SIMPLE.fits\",\n", + " \"ULAS_J124947.04+095019.8_sdL1_FIRE_Magellan_Primeval-I_SIMPLE.fits\"\n", + "]\n", + "for fits_file in fits_files:\n", + " fits_path = os.path.join(output_path, fits_file)\n", + " spectrum = Spectrum.read(fits_path)\n", + " spectrum.plot()\n", + " check_spectrum_plottable(spectrum, show_plot=True)\n", + " " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/convert_OSIRIS.ipynb b/scripts/spectra_convert/zhang18/convert_OSIRIS.ipynb new file mode 100644 index 000000000..d1db17003 --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_OSIRIS.ipynb @@ -0,0 +1,1966 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "from specutils.manipulation import extract_region\n", + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from specutils.manipulation import median_smooth\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import numpy as np\n", + "from specutils import Spectrum, SpectralRegion\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt\n", + "from astrodb_utils.fits import add_missing_keywords, add_wavelength_keywords\n" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files\"\n", + "output_path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra\"\n", + "data_sheet = \"https://docs.google.com/spreadsheets/d/1gsCAr_ZjFzKuB2jZp21GG8Xq8XudcNPIFN4yCqiJWkY/edit?usp=sharing\"" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "osiris_files = [\n", + " f\n", + " for f in os.listdir(path)\n", + " if f.endswith(\".fits\") and \"osiris\" in f.lower()\n", + "]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook is to convert OSIRIS instrument data: \n", + "- 64 OSIRIS file" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading OSIRIS FITS file: ULAS_J231949.36+044559.5_M7_comb_OSIRIS_scombine_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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FlZRXKOImyN/f+Nikacw9fAI8Jo1ll9jp2bOnQwflVNOPP/5IjRs3JmfQvXt3Ki4ups6dO9Pzzz9PAwYMEOtLSkpo69atNHXqVGVff39/GjlyJK1fv97m8fhYvEhycnKccp4AAACAx3t2DJaRHb5mExnsiuzUCw2kCwWlVFBSrlRfBQb4Ec8Jlb4eua+M7LhjXIT2Oh4SEiIWh8TOjh076LHHHqPIyMgq9+XQ1muvvWYhJqpLYmKiiNT07t1bHG/u3Lk0dOhQ2rhxoxBg586do/LyckpISLB4Hj/ev3+/zePOmDGDXnjhhRqfHwAAAOANVFRYXqdlqinA37/SNFahxqAcGRLEaym/uEyp8FKnttT7hgQZxU6pG8ROcnKyxWO2tnBwxOE01hNPPGHhlamMt956i5xBu3btxCLp378/HTlyhN5++236/PPPq31cjgSxz0etCLUfFAAAAOCLkZ2KCtJ4dmyrHTnpQR3ZYQpFZMeyCzPvK4SUNCib0lgyZeZKUlNTKSoqSnmsjurYLXaOHTtGDRo0sPtF9+7dKyquXEGfPn1o7dq14n79+vUpICCAzp49a7EPP27UqJHNY2jDWwAAAIAvU65JY6mrqyoTO4rpWIqdEKNsKCi1TGNpj6uO7LjDs8NCRy12qlWN1axZM1NOzz44SsIixBVwSo3TW0xwcDD16tWLVqxYoWyvqKgQj/v16+eS1wcAAAC8fuq5Qe3ZIfvFjimyM3vVEcouLLWI7KirvCwMyh5Qel6taqyUlBQ6ceIEFRQUiIhPp06d7IqU5OXl0eHDhy0iRixe4uLiqGnTpiK9dOrUKVqwYIHY/s4771CLFi3E8YuKioRn56+//qLff/9dOQanoyZMmCB8PRz14edwibuszgIAAADqOgZN6bni2QlwMLITyp4dS4KVEnNNZEeu94Cp53aLnePHj9Ps2bNp4cKFdPLkSYsPjiMsgwYNorvvvpuuueYaURGlx5YtW2jYsGHKY+mbYbEyf/580UOHhZSEq63YGM0CKDw8nLp27Up//vmnxTGuv/56ysjIoOnTp4tmg1y5tXz5civTMgAAAOArpJ4voH1pOXRJxwS7Mi8Vmqnn9vbZkXYbxaBsiuyo4dJzsU9FhUW6TO5bWFpOXiF2HnroIfrss89Es76XX35ZRFDYkxMWFkbnz5+nPXv20N9//y0EB1c5ffrpp3TRRRdZHYcrqdQiSQsLHjVPPvmkWKrigQceEAsAAABQFxj0xkpx+/FtvYXgqYoKVXCFBYm/0mfHX+mKrAfvy5EgeemWaSw1QYF+5siOyp8TZdqXy9S9QuxERETQ0aNHKT4+3mobV2gNHz5cLFzqxVEVdkXriR0AAAAAOI81BzPsEjsG9X3RZ4c0fXZsPE8z8FMalNXIYaLqmVt8yAhpZi4pF8dxxPtbK2KH+9LYy6hRo2pyPgAAAACwEzmosyoMmkGgBpPu8K8qjaWakG7Ls2MuPVdVefn5UXiwUWLwOu6wLA3LtQGmngMAAABeyoEzuVRkhyfGYFGN5UifHUvTcaReZEfVKVnOweLUWHiwWdxwX57axCGx88svv9Cdd94pfDTaDsVZWVkilQUAAAAA9/Dv6Rya9NlmhwzKBgf67GjTWDI1pZfGYgElvUEsojjiI7cVeIvY+eqrr+jKK68UFU88d6pHjx705ZdfWlROrV692lXnCQAAANRpWHj8sOOUqMRS88/hTCqRJhx7ZmNVaGdjVfY8Y6m6JCIkoNI0ljqyIweHMgV2pttqvfT8zTffFBPGuTKLWbx4Md1xxx2i/82kSZNceY4AAABAnWflgXR6eOEO3c/h39PZ1KNprF0G5QrN1POq0ljqpoDq1JRVn51yc8Qo0CSAeH9uPljbkR27xc6hQ4do7NixyuPrrrtONBTkaE9paSmNHz/eVecIAAAA1HkOp+fZ/Ax4Ern9nh2DMsIhUDMI9OoejennXWnCUCz3lZEd3k/PZKyMi6ioUISRFFBSHHmN2OGZEzxzijsaS7i5388//0xXXHGFaDQIAAAAANfAwsQWpVV0KTZYNBXUeHZUaqdVw0ja8dwl9PR3u2npjtMWoyV439CggEo9O0pkx3RMWZFV22ksuz073Ejw119/tVo/ZMgQ+umnn8SYBgAAAAC4htwi24KBRcaRjDxauv2UbvPeCoPlvkVlxkhLkGZcBI94YIHCzQbl82QUiMWOHO5pqxpLLaIsPTteEtl59NFHad26dbrbuDMyCx450woAAAAAziW3yHaqqrTCQCPeWq0Yhsd0NQ7M1h0XUUF0LCNf3G8aF26RxpLzrOQ6kcaSkR0/PwoNtG1QLlMbn02pLRkJKi6t8A6xwxEcXmzBKS31zCoAAAAAOI+8YtuRHfWwze0pWVZix6CK7JzMKqD8knIR1WleP0IT2QmwiMwUFJfTvV9sU9bxc+xtKii2mY4jq7S8auo5k56eLpYKzRvgYZ0AAAAAcF8aS6aaGL1ZVwaV2jmdXSRum8VHCKGiHuMgU1Jy3S970uioKQrEx9Ub+WCeel6hRIGkD0hGeEpV5+cVYmfr1q1iSvm+ffuUD4/fvJx7UV5e+wO/AAAAAF8jp9I0ljnwoCdIDDrPkYM61dpIChe5TkZomCwbFV8yesPBJUXsmJ4mS9DVkSevEDvcW6dt27b0ySefUEKCfaPlAQAAAODcyA4P5RzctgEt252miexYP7dCx7QsU1Zag7LxGCYBo/M8LQGq0nOpufyt0lheFtnh6efffvsttW7d2jVnBAAAAAAr8jWenaBAf1WayBw5UUdjJBU6WkNWVqlLz82RHbNnpyrk64lxEUpkR6axjMeTfXu8ZhDoiBEjaOfOna45GwAAAKAO8v32kzR50Y5Kxz7IcnEJm4Vl7x21J0YtXiQGHbEj++NYVmNZRnvs6Y+jRIHYoKx4duQ5mrsre1VkZ+7cucKzs2fPHurcuTMFBVmOe+eOygAAAACwn0cXGYMI/VrF07W9k3X3KSyxFEIsJGR1lDrqozf+waCXxjKVhUtBoufZsac/jmwgyJEd+TpKGst0fl7n2eEhoP/8849ug0EYlAEAAADHUAuRytI9xaXlVpEZmcZSl6XrVmORNdKfI2/V9/0d8NoEyNLzcvPUcyWNJSNPtezZcTiN9eCDD9Itt9xCaWlpouxcvaASCwAAAHCM8/klyv2YsGCb+xVqxA5HZKSYUIsd/Q7KBqt1UtioR0BoPTt6fH3XxTYjO0oay/R0T4nsOCx2MjMzRTdlrsQCAAAAQM04k2Pse2NLlEgDsjbKEhRobvKXp6rUKtHxx1ToRFakP8dC7Oj4eCSvjO+spNr0PTsVVmksT+mz47DYufrqq2nlypWuORsAAACgjnFWJXZsGZSLNFEdJbJjEif5KiOx3lBQg84xZRQnVJ3GMlVoaVNhD41oQzf3baZ7burIjtRUMg0m/UBVDSr1OM8O99iZOnUqrV27lrp06WJlUH7ooYeceX4AAACAT5NdaG7WV2xD7GhTWEx4cIDSx0bdg6dU5xgGvdJzk8iR0RexLsAY5dH20AvVGQCqW41VoU1jeXE1VmRkJK1evVosavjDgdgBAAAA7KdINSSzRFNeLpGDNFmDSOHCaSglslNcRWTHoFeNJQWMn3XvHU0aS28AqFbs6PbZMW1Td3j2CrFz7Ngx15wJAAAAUAdRV1nZqsaSkZ2YsCBlbANHZvSqsfQqnyp0IzsyikNWnh1tY0K1r4dhDSOPKQUN+4KkppICyDwuwss8OwAAAABwHkWqtJOM4KjJyi+hHakXxP3w4EALz02QTjWWXhqrQieyo+2pI+6bHmgbE2rTWOpqrQDTOYhqLJMCkmkwpRqrliM7Douda665hl5//XWr9W+88QZde+21zjovAAAAoE5QZCOyk5lXTNtSsujKWWvpyW92aVJPtvvs2GtQDpETzlVpLIl/lZEd83YZ2WGhYzUI1CSESsq8LLKzZs0auvzyy63Wjx49WmwDAAAAgP2oTcmyGoujORfPWEFXf7COUs8XKtvDVKKDhY9ME6kDN3pl3oZK+uzolZlr10WFWhYjqUWX2rOjpLE0kZ0/952ldUfOkdeInby8PAoOtm56xFVZOTk5zjovAAAAoM5FdqTw+WPvWV3RohY7wQHmaiw1er6fiko9O1VHdmIjLMVOUnSYTmSnQmkqaE5jmWVGRm4xeY3Y4XLzRYsWWa1fuHAhdezY0VnnBQAAANS5aiwpdvad0Q8eNIwKoe7JMeL+Nb0aK5EdNXrdig06kZ2IEGuDskTr2YkNtwxyNIkNs4rssDiTaSx5Wuqy9rgI292hPa4aa9q0aaKx4JEjR2j48OFi3YoVK+jrr7+mJUuWuOIcAQAAgLpRjWUSO/vTcnX35YjK29d3FyMmEqPD6NDZPKt99CJCFQazz0dGfqT40PfsUKVip7FK7MiBonzuSlNBzWwsvWN4dGRn7NixtHTpUjp8+DDdd9999Nhjj9HJkyfpzz//pHHjxrnmLAEAAIA64NkpNvXZOZ1t9umoSYwJE+knFjpMWra5+7KtNJZBFdWRFVhMfESIuB3WvoFVikzdQZkrscKCLQ3K/x3SSqy/pmcTxfvD5y7HUminnntdZIcZM2aMWAAAAADgxGosk/BRz7pSExtu6Z1JiDIKFjXaaiyDKtCjHkchfTiD2jSgxf/tRy3qRyjb1D4evYhM45gw2jH9UiF0jmcWKGXzSjWWSSypU3S1KXbQZwcAAACoRYpUXZNllEc9/kEtMIa0NUZhJGO7JYlFjex1o9djp0QlhKRBmenTIo4a1AvRTWNpK7HU5egsimRkh9+HOY1lvM0tKrVZvu6zYodL0zkNlpSUJD4gTodVxnfffUeXXHIJNWjQgKKioqhfv37022+/Wezz/PPPi2Opl/bt27v4nQAAAAA1h83EF0wdkWUqiBdtKmrigOb0z5ThFB9pGcnhaqdHR7apVOwYVPdl5VRVqDsoq03Gekixw14haY6WaSxt+qtOiJ38/Hzq1q0bzZo1y25xxGLnl19+oa1bt9KwYcOEWNq+fbvFfp06daK0tDRl4SGlAAAAgCfDXppJn22hf0+bK68KS8otBoPqRWG0RIYG2h3ZefParuL2sk4JlZ6bXtNAW6gjNnKshXz+5V0S6T+9mtBb13aj2qRanp3qwo0HebGXd955x+Lxq6++Sj/88AP99NNP1KNHD2V9YGAgNWrUyKnnCgAAALiSfw5n0uqDGRbrdp3Kpj6vrLDat7Kp4/VCLNNM3NzPlmfnko6N6M/J0dQwKrTSc1OXnmvL0G1FdizFjjny9H+1LHScEtkpLy+nHTt2UFZWFrmaiooKys3Npbi4OIv1hw4dEqmxli1b0s0330wpKSmVHqe4uFg0QFQvAAAAgDvZr9NLR6cdTpWRHa0QskpjGcz3WYS0bljPpg9HvZ+9kR3u9SOrtzgyZXy+fekyZ6G9pvN1vkZi55FHHqFPPvlEETpDhgyhnj17UnJyMq1atYpcyf/93/+JDs7XXXedsq5v3740f/58Wr58Oc2ePVtMZR80aJAQRbaYMWMGRUdHKwufOwAAAOBOTmYVKubgHx8YUGnERH1fi7YDcmVpLD+dnjp6qMWKPcJFnl+BFDt2eoOcBV/H1dd1vs7XKI31zTff0C233CLuczqJxcX+/fvp888/p2eeeYb++ecfcgVfffUVvfDCCyKN1bBhQ2W9Oi3WtWtXIX6aNWtGixcvpkmTJukea+rUqTR58mTlMatACB4AAADuJPW8sWT7ym5JlKCTVuKeOLI6qyqTsL0GZT87D6MWK/a8Nvt2WOho01juIjU1VRQySUJCQmoW2Tl37pzij2HjME86b9u2Ld1xxx20e/ducgU8iuLOO+8UAmbkyJGV7hsTEyPOh5se2oI/BP5Q1AsAAADgTk5dKFRGL0SEWMce5FgIW12RbVFWUWE7suNn3zHUYsWRyE5tpbG01/Qai52EhATau3evSGFx6oirpZiCggIKCHB+iRmPoZg4caK4taeRIae5eJRFYmKi088FAAAAcBay5Jw7GYfr9KDhsRC2GgVq+fqui2lkB2OFlXZXg4Vnpxql5/6Oix11B2ZPwOE0FgsP9sywmOA8oYy0bNy4scr+NixE1BEXToGxuZkNx02bNhXppVOnTtGCBQuU1NWECRPo3XffFempM2fOiPVhYWEiJ8c8/vjjohydU1enT5+m5557ToiuG2+80dG3BgAAALiNvOIypXSc00bhwcZUEPPc2I5UX9VTp1TV+ViPfq3iqUG9YPpz31kxfdzWuAh/O8WO2gdkj3CRBuoCUxrLzYEd54sdbuLXuXNnkR/jFJYMFbHAmDJlSqXP3bJli+iVI5G+GRY0bDLmHjnqSqqPPvqIysrK6P777xeLRO7P8FwuFjaZmZmi+eDAgQNpw4YN4j4AAADgifAMKSl26pn65HAqS4qdeppqKfVMK1tIIaMtPa9QPbRXg6j1jT1iR1aEFZaU1UoayyV9dv7zn/9YrWMBUhVDhw7VHTMvkQJGYk91F/t5AAAAAG8i3yQKmEiTX4dvM3KLLQTQM5d3oOX/nqGbL25W5THlhHHr0nODct9eDaIWOOrJ5VVFdqRB2evTWAAAAACoGTKqw1PBpd+laVw4HTuXL+7HhBkjO3cNbikWewgwVU1Zl56TzTJ1u0rP7UljKZEdYwrNwwI7GAQKAADAe+C5UZPmb6Yr319rMS3c25CDPjldJQWIjOYwXZuYK7HsRRqJrUvPDeLWkWCLRem5Awblc3nFHpnGwtRzAAAAXsO3W0/Riv3ptOtkNu1Ly/F6sSNTWMzEAS1EROSq7knVGqBpy7NjUCaR2y9AHC4911STqau5PAGksQAAAHgN/57OVu5zyqdH01jydDjSovWwKJVYKrHTq1ksrX58GDWMsuwRYy/qCAwboGV0psKkdhzRHwHVjOxIPMyyU32xk56eLhaeV6WGuxgDAAAAruBohtHTwhw3+Vs8mSnf7hKRqOUPD6J4VSl5blGp7sTypvHh1X4t6dmR0Z1gk+IwGBzz6zDBAf6OeXY0s7sceS2PFDtbt24VlVf79u1THN78pvg+33KzQQAAAMAVSAMvk2Iat+DJLNycKm4//vsYTRlt7kUnq64aqARQTVGnjtS+nQp5rXbgWDytvCaRHa+vxuKxEDyOgYeBcjdlT1NvAAAAfIv03CLKKyqjpJgwOpNTpKzPzC9xy+unZRfS5EU76fYBzemyTsZxSdWdgyU5m2MUO9VNWemhFhjGkREB1fbsBKnEjn19diwjOx6mdRwXO0ePHqVvv/2WWrdu7ZozAgAAAFT0eWWFuF1498UWn0tWgXvEzjPf76H1RzPFcvy1qscW6aGNQp01iTa9AaDVxdKzY15vUMSO/ccKDnS0g7JlZMfP26uxRowYQTt37nTN2QAAAAA2GuL9tT/d4rM5n+cesXMi09IbVJ2S9/OaKBRHi5hGThQ71pEd0hiU/VwW2ZF9dhx5jkdHdubOnSs8O3v27BFjI4KCLFtaX3nllc48PwAAAHWYYtVMKJkKat+oHu0/k0vn3RTZkSMcmG0pWXT1B+vo3qGt6KlRlc+D1Io2rpBafSiDIoIDadOx82I9p+acBYsZ1hhs11F7dgzKdnKZ2FEbmhkP0zqOi53169fTP//8Q7/++qvVNhiUAQAAOJN8U4k2czzTKHa6NokWYqeotEJM2a5OT5rqip1Xl+0Tt7NXHXFI7LD2+H77KXpsiTkz0qdFnCg3dyY82qGkvILKDc4zKAfYoZK0k6C8vqnggw8+SLfccosY2sll5+oFlVgAAABcJTQOns0Vt20T6imDMWXHXlfCgkorHOzBMrpioKU7Tllsf+HKTk5P98jjlZUbrD07/tUrPbcH7efi9WKHp4s/+uijohILAAAAcNfATCkekuPCxRwpbSk6k5JZYDUuoaZwpETiyJFLVc/jU1LrgdjwIJGOczZS7FgILYPBYQESqOrZo44S2UL7kXtaGsthsXP11VfTypUrXXM2AAAAgIr8YmszcHJsOLVpGCnu3zZvEw37v1VUUFJGr/6yjwa/uZLe+v2Ayz5DR3SUWuywXlALkE5J0S6pWFLEjkUai2qUxrInmiXnb3kqDnt2uMfO1KlTae3atdSlSxcrg/JDDz3kzPMDAABQh2ERoyUuIpjaJNSjX/ecUaI7O1Iu0EdrjorHKw9k0JMO+GmqWx1WFepUEssBOSKCaexEY3JVw0ANVJ1qLMvRE1Wh/VjU0TCvrcaKjIyk1atXi0UNf5AQOwAAAFwZ2WFDctsEY2RHsutUtkMdf6uLI54ddWSntNxAmSp/0agu1WtOWBXSl6MWWhWm03AkkKQWRvZEs9hHpaawxMvFzrFjx1xzJgAAAIAdkZ2woACri+u6I5m6FVzOxgGtYxHdKC4rV6ItT1zWjoa1a+i2yE6F4tlx3Xse2aEhvTK+s2jAyBSVlXu3Z0cbznMkpAcAAABUxpu/7adHF+0QF+slW1LpjeUHrC7mXInVPD7CYv2agxnK/QuFxiGbzkB7jXPMs2PemcvkZRrrhouSyVXoeXZqWiFlTzSLI0E3921Wo8aLHid2FixYIPw6YWFhYuFJ559//rnzzw4AAIDPwUJm49FMEe1Qw96QWSuPiH40fx/KoCe+2WUxC4uRPXVY8Dw/tiP1bRFndfwLBSV2+UzsQes9KXPAi6JOY6mpF2rpdXVNZKfC3MzQ4Hifneqm7tTizqvFzsyZM+nee++lyy+/nBYvXiyWUaNG0T333ENvv/22a84SAACAzzDzjwN0/Ucb6O0/Dlmszy0yp59kh2Et4aoGgrcPaCHmZTWoZzlMk3VOrpNSWeoOzo6mZ0o0z2VCg/yVHkGu9uy89ut+6v3yn3T6glEwVrf6qzql/MUeFtlx2LPzv//9j2bPnk233XabxYiITp060fPPPy968AAAAAC24OgNM2f1EZoyur3uYM8PVhn30RIebHnZ4gt4z6Yx9Nu/Z62iO9FhNY+gFGsiFNrHlVGmIxKiXBjVsYjsGAzi82U+XGO8rW6le3WCZF7v2eHOyf3797daz+t4GwAAAGCPB0ZbUWWP14bNyVp6NLUeuXChwDm+HW2qzREvil4aK8oJAqwyAvz9raIxxSaBVm3PjgNqZ1Cb+uJW7d/xSrHTunVrkbrSsmjRImrTpo2zzgsAAIAPkqNKVcWGB1tsU0d2bKFOY0ku7Wjd0d+eY1UvjVVht5gr1dm3XqjDCRWHkP1xLLs3G2pUjeWIZ+fT2y+idVOG04DWRtHjKTj8qb/wwgt0/fXX05o1a2jAgAFiHQ8GXbFiha4IAgAAACRZ+SU2vSCceqoKvaGfLRtE0q0XN6PjmfkiirHp+HnKdlJFltZ3o37Mwkbtgzl0Npeu/XA93TukFf13SCvdxnquTmOFmPxAOYXWYzb8quvZcUDsBAb4O3WSe61Fdq655hratGkT1a9fn5YuXSoWvs/rxo8f75qzBAAA4Hb+OXyO+s1YQX/utfTD1ITzKkGjHvLJZOUbBUqzeOPcK3sjO8xL4zrT55P6Uv16wVaiypmRHTVasfbiz3tF+mzGr/utSs/dlcYKNaX5MnLNDQxLTaKrup6dFpoyf2/EochOaWkp/fe//6Vp06bRF1984bqzAgAAUOs88NU2yioopTsXbKHjr41xyjHV0ZtClf/lfysO0Vt/HBT3m8VH0InMAt3nhwTqix1JjCk15qxeO5VVFbEBWX062gCIrmfHxWks+fmcVZXsZ5n8S456dhb/tx/9sfcM3TW4JXk7DkV2eA7Wt99+67qzAQAA4DHIi6QzOW+K3jCFpsgO966RQodpGmdOgyRFh9KYLonK42TVNj1iTJET5xmUbUd2tGJGqyX0xI4re+wwIUHGy3q6KrKTbRJ+jgZ2+rSIo2fGdFSiRd6Mw2mscePGidQVAAAA3yZClTJSz3WqCefzi61GQWRojl0/0tw3Z8GkPjTr5p7K425NYio9vjQ92+P/qbnYsQzlaCMnemXqUWGujeyEmiI76bmWzRhrUo3lCzj8qXPF1YsvvihMyb169aKICMtcHgaBAgCA7/HR30dp6ugONT7OobN5VmmstGzLC3NEcKBIoZzPL6HWDY0zsB4Z2YZSMgtoRAfryis10eFBTo1KaUvP9bopn8jMp5NZhVbVTuo0nbsMyty00FZky6/uah3Hxc4nn3xCMTExtHXrVrGowdRzAADwDbifTL7KQLz9xAWnHHfnyQsWkRFO9ZzVip2QQJFCUfPIyLZ2Hd/pkZ1KmgjKaqshb64St4nRoRbbtQZsd5Sey5STXjWaXx1WO5h6DgAAoMr0zb+ns0VzOTmOoDrw849k5FsJAqvITkj1PSIxpsiO0wzKlaSxeCSDuhRd+z50Izth7ik91xM7/nVX6zju2eEUVkGBtUu+sLBQbAMAAOD9aNM3HOXJrGE5d05RqVW5Nvt21JVDeiMhHCFWprGcVnpuO43FUamTWebroTpwwtsKTZ4kNc4YYWFPZEcvquQHseNYU8G8PHPOVcICiLcBAADwfmTEgj0g0qicrzNck9d9u/UkZdvhkZE+Gj6eNCFzbx3tZPOaRHaiw4KVTs3VGWDpqEH5xPkC3dJzFht6kZ2k6DC3eHb08Kv23PM6GNnRdoyU7Ny5k+LiLHOsAAAAvBN5kee+LZEmn0mejth57sd/6bElO+mxJTuqPKYc4RAbEUz1I42iJDO/WNegXNM0FuOMLsqVeXY4enNGc+5qz1NhifVzG2omtDubyvoQBbtw2rqnY/c7j42NFWKGhU7btm3FfblER0fTJZdcQtddd12lx+ARE2PHjqWkpCRxHHtK2FetWkU9e/akkJAQMZdr/vz5VvvMmjWLmjdvTqGhodS3b1/RzRkAAEDNL/LsAYkMMYqPXNVcK8k3W0+K2z/3pVd5TGkaZhNxXIRR7Lyx/ABtOnbeYr+a9HUJCjCfL1dzubQaq8JAuUX6gurAmVz6dpvxs1FTE89TTSM7IXVY7Ngtn9955x0R1bnjjjtEuooFjiQ4OFiIjX79+lV6jPz8fOrWrZs4xtVXX13lax47dozGjBlD99xzD3355Zdi/tadd95JiYmJdNlllykDSCdPnkxz5swRQofPk7cdOHCAGjZsaO/bAwAAoHOR5yZ1kaZyab3IjiPIcRAcfZGdjnefyrbaLyGqZtGPhlEhlJdRJnrNtG5oOVm9prOx1HCaTE8AMq8s26fcbxoXTimqdJcrqUwohvpAc0CXi50JEyaI2xYtWogBoIGBjocZR48eLRZ7YQHDr/fWW2+Jxx06dKC1a9fS22+/rYidmTNn0l133UUTJ05UnrNs2TKaN28eTZkyxeFzBAAAYJnGkiMO8oprlhbK0onsSKZf0ZFGdGgoBJUUQtWFS8CPZuTbTDE5rxqrwqbYuVBojio9OLy1GH9xWadG5GoqS2OF1OHIjsPvvF69erRvn1mx/vDDD6Kr8tNPP00lJc5xv0vWr19PI0eOtFjHIofXM/x63OtHvY+/v794LPfRo7i4mHJyciwWAAAAemLHnBbK01zY7TUAc1aAJ4LLRnfcRVh6dpjnx3akOwa2EDOxOiWZswbVpVGU0QSs9QI5O4318rJ9NH/d8SrNwNxb5/HL2lGXJjV/b1VRmbk71IcjO9prOl/nayR2eBDowYPGGSZHjx6l66+/nsLDw2nJkiX05JNPOu/MiejMmTOUkGDZLZMf8xvhUvdz585ReXm57j78XFvMmDFDpOHkkpyc7NTzBgAAb0cOwLTw7GjSWGwulgT6+wlRo8eXG1PokrfX0PsrDyul5Z0amy/8zeo7d6p2o2hjGszVkZ29abb/UFZXYjnDKG0v2tL2RlHmRoe+HNnh67j6us7XeTUOv3MWOt27dxf3WeAMGTKEvvrqK2Ec9pYhoVOnTqXs7GxlSU1Nre1TAgAAz6/G0kR2MlTDJtmsq+64rG4k+OzSPVYRhp5NY5XHybHhTj139sgwB8/mOs2oHRTgmLFYLXC6VjHPy5lox1EkqLo6h/pwZIev4+rrOl/n1ThsvGHlXlFh/PL//PNPuuKKKxRVxZEWZ9KoUSM6e/asxTp+HBUVRWFhYRQQECAWvX34ubbgyi5eAAAAGBvwfb05heIjgql/q/r0v78O0RJTlRWXK9eTaaxi22JHbC8qU6JAku+3n7L6iMOCAkQE4pXxnel8XkmNTcRaejc3tkHZnnpBlIDX5CIv01g8wqI6k9T/O6QldUiMIneh7dDcKCqEdtaByA7rAl5s4bDY6d27N7388svCF7N69WqaPXu2UjmlTSfVFK7u+uWXXyzW/fHHH0rVF1eB8TBSrtJi3xDDQowfP/DAA049FwAA8FV4yOfsVUd0t4k0lo3ITrpG7Og10dNL9YSZyqNv7tuMXEHL+hHCVM2NBbkKqm2CcZioLX7dnUYHz+bRA8NbU4CmNFxGuCKrKXaGtnVvVbA0k+umsYJ8N7JTFQ6LHS7tvvnmm0WPnGeeeUb0vmG++eYb6t+/f6XP5c7Lhw8bc7ZSIO3YsUP06mnatKkIO506dYoWLFggtnPJ+fvvvy+8QFyu/tdff9HixYtFtZWEy865UoxFWJ8+fcT5cYm7rM4CAABQObtUwzm18AUyMiRI17Ojjezw6ActmXmW+zBhpo7MroL7uHFFF4sdW9VSau79cpu4jY8MplsubmZT7FQHVw/+1BIYYOx4LVOKjVQdm0N8OLJTFQ5/C127dqXdu3dbrX/zzTdFSqkytmzZQsOGDbMQKgyLFfb8pKWlUUpKirKdy85Z2Dz66KP07rvvUpMmTWju3LlK2TnDBumMjAyaPn26MCWzn2j58uVOjzIBAIAvwtaEfWlGb0tSdCid1ph6K4vsaMUOp4y06M3TCqtBh2R74bSTo72BftxxWkfsmNNYtvxBb1/fna6ZvU53u6uFnR6cIpRip0V9sx8KYscJcPfiqhg6dKhNtz6j1x2Zn7N9+/ZKj8spK6StAADAcTg1IzsNX9m9Mc1ZbZnOClF5dnI1fXa0Yuf0hSJasW8/3XxxM1GdxQ35tPtIz46rkeesN8/LVml5kU6ZuTQo24rstGwQUWn0JsINwk7PtyNFa3NVpVu5E2aFeSsOfws8NkJvNhavY8HDaa3bb78daSQAAPACTl0oFLc8mFMdBZCwudfeyM6DXxv/MOXxD/+ezhEenuAAf0U0yZSQO8SO7DdTVWRH/Z4qdP4YV9JYNgQNv5fwSqI3tRHZUZuUE1VprEKdyFtdwWGxw+miV155RXRCZo8Mw7OoOHV0//33Cx/OvffeS2VlZaKzMQAAAM/lZJZR7DSODaMElZlVwj4Wpamg1rNj8uNwFIdLzyVbTmQp90vKK5R0z6H0PHE/LNj13hFlxEUVnh31e+JJ5bbGRUTaiNCwiIuoJHpTmRByFWoxqTYsF0Ls2A+Pa+BqLDYPq/nwww/p999/F7122Nfz3nvvQewAAICH88QSY2Fyk5gwaqTqySJpEBmiOwh07t9H6di5fEXIHDXdtwUfWxE7Qa5P7USaIjtVpbHU70nPzCzTXLYiO9yHKNxG12LuzcODSWtT7KgzMcG1cC6egsPv/LfffrMa4cCMGDFCbGMuv/xy0V0ZAACA53I2p0ipsGrfqJ5FmbKkQb0QxZPCKR2OdHA0hEclqH0rVcFpMnemdmxFo7SoBY5eFEimsWz5cnhQqi0R4Y50ne7raj7f58d2pO7JMTRpYAuqqzgsdrhM/KeffrJaz+t4G8Ol3zxDCwAAgOei7oEzaVALUa5968XNLJrgsdhRVyJxpCQl03KCNw/2lLxwZSfdVA+nuiRcGu1q5Dl/uOYopWUbU3V6qMUQp3lKTWk3rdjRjmFQvzc9H6sci1EbTBzQXNwOb2/s8XP7gBa09P4BNR6w6s04/E1MmzZNeHJWrlypeHY2b94smv/xxHHZ+I/HSAAAAPBc9ptKzsd2S1IuzC+N6yyqs3q+9Id4HB8RIlIxoUH+VFRqjOqknDenrGbd1JM2HcvUjeCofSv7z+RaCChXo66e6jfjLzr+2hjd/bST3Dm6E2uayM5TzWUFk3YMgz1TxmvDryPHU6yfOlz3u6irOBzZYdMxd06OiIig7777Tiw8CJTXTZo0Sezz2GOP0aJFi1xxvgAAAJzEaVMlVot4yyqsuIhgurlvU/pPryaUEGW8YCqNBU1diaVIGtM1kUJVF3WeZv7BzT0tjsdC6v5hrcT9e4e2shkJcSbaUvFU0zlryS8utxnpUQ8BtRXZ4XEanlSJpa7Cqg2/kKdSrRjbgAEDxAIAAMB7kf11WNxoeWV8F4vH7Fk5l1csxMCZ7GKlCaHx1lzeXL9eCPVtGU9vXduNHjOZnznCcVmnRrRuynBK1DFBuwKtoZj7CSUbnRYWaNNWPMAzWUfs2PTsmMQOm5FLyy1L17WjJ4CXiR2eP8VjH9LT05WhoJLBgwc769wAAAC4kMx8o2iRaRv7DL/chLBYKUtnru7ZWAwPZRrHhFmlqsJDAkU0J8m0zR1oOx7n64yy0BM76vlXshKLDci2ojRS7HA/otJyy9eoy038vF7sbNiwgW666SY6ceKEVTdk/p+5vLzuNi0CAABvYd2Rc7Th6HnFl1MVMrLBaSw5AkI+r15oEP05eQjxJUFOGFf7VcJroSpJdlCWFOr00GG00ZisghKr7sksaGxNTpfDNXm7tnR9YOv61Tx7UOtih/vr8NBNnlmVmJjoltwrAAB4CvzXPs+S6to4mvy9NE3Bf6je9PFG5XFshL4fxVYpd2ZeiUVkh9FW+qgjIbVh1LU3slOmETsX1GLHlMbi8nJbc6XkenWZ+TOXd6D1RzPpwRFtavAOgDNxWOwcOnRITDiX084BAKAuwOmO4+fyad4/x+nrTSk07YqOXtu3JEuVqrE3siM9MBy9kCXrlT1PXXbNaSx3ozUo63VH1ktjZdlIY9mqupLruVpNctfglmIBnoPDVu2+ffsKvw4AANQlnv/xX7rk7TVC6DAv/bzX4WjKCz/9Sx9qBm3WBuroRXxEsEWEpqq0kHz/4rmVPE8d6aiNNJaV2LHRXLBU4zvN0o3sBFiImaoiO8DzcFhuP/jgg6K0/MyZM9SlSxcKCrIMf/KoCAAA8DW+3Gi+yFeH45kF9Ok/x8X9m/o2FT6X2uJCYanS3O/3RwfbVaIsIzsnVA0F9Tou66WxEmPcU4FVWRqrwMZcqNIyg1I5xYZitUFZzsViQWMzsmMSQdyIcefJbKedP6hlsXPNNdeI2zvuuENZx74d/qsFBmUAACBavieNXvt1P713Yw/R4E0bMVi2K41u6NPU5R/Vz7tOC3FyW79mFuJKRnZaNoikeDsbz8k+O5KnRrWv1LOk9unwKAp3o+1/Y8ugXGaK7HAVGfcPOmUajKpOYxnFjq3IjvF9Tr28gzBoc2Ua8AGxw1PNAQCgLsGddPUoKi3XrdK554tt4vaO+Vtoy7PGWYLS1Ms89+O/dP1FyS4t8MguKKUHvtou7nPE4iGVWVZGL2LCg6rdt6aq53K0qG1CpBAPA9s0oNpG2zxQ69npkFhPiJ3DGcZhpZbVWAE2hZ0Uddx08PX/ILPhM56dZs2a6S7Jycm0e/du15wlAADUIum5xr4yWtTRGj24CV/vl/+kzcfPU2ZesYUXxNYxnUVqljndlKF5LSl2bHUFtqeU257n/nD/QNr4zEgr/4y7YKE5vocx0lJYaqvPjjGN1b5RFLH25EaL8rtSV2PZonXDSBecOXA2Ne4lzWblp59+mpo0aULjx493zlkBAIAHofZxqMnK11+vFTxTvt2l9KaRHDtnni/lCk6q0jE8vFONTGOpB3hWRWQ1xA77dmpL6DA8G6pz4+hKIzsyasd9hBLqGb1Fp0xjNGQFlzaFFauKatnqvwN8QOwUFhbSggULRLfkdu3a0bp162j69Ol08uRJ558hAAC4iLWHztE9n2+lszlFle6nnpdkq6qpMiHAF00WPWq4jN1VVFQY6J4vtuqeP/srt6deEPcbOjCQU5vGciQqVJuYmyGWVhrZ4bSbfI/y85LT0hNMRuzezWLF7ZJ7+tEDw1rTsocGuuEdAGfgkOTm6eZz586lhQsXUqtWrejmm28WQueDDz6gjh07OuWEAADA1ew5lU3z1h6j77afEo952OULV3W2ub82MmKrX42tmUgc4dBGh9KyKxdY1aGgpIz8/fwoPafYZkO9xVtS6e9D58T9Ngn1XBrZ8QTktPIcTXdjrWcnMMBPeY8yCiQHnjaNMw5K/equi8VnzA0UH7+snVvOH7hZ7HBJeU5OjhgVwQKnU6dOYv2UKVOcdCoAAOAebvp4g8XFb8X+dHrhKtv759oQO3JGlBa+IKpho2uOqdybRQIPm7QloKoLl0mPfGu1MNI+dmlbi215qhTOm78dUO6zgdhetIMwHTE31yZRYcbzlp+/LbEjIjuq+V/qSenJJrHDFV7Bgfan/oAXprEOHDgg0lbDhg1DFAcA4LVwikf7Vz77Wypr9ieFCU+25lTG0HbG6iLZSVgNlysXmap4JJwmk3OT5NRvW6mx6pJyPp9OZxeJ9/LoIvO0cfX5ayM0zeIj7D6++nn8OdSmF6d6kR19sVNmGtbJ7ykiJMBCHJ6+UGQx3BTUAbFz9OhR4c+59957hRn58ccfp+3bt2M2FgDAqziWafbKxKmmfc/4dT8dPJtrsS9X5ox572+a+p2x0nRMl0T65t7+NKFfc/F47WFjOkiNdhikvKCm5Rj9H3LytzPEDvtv0nONF+RUlSFZ0jExykLssBlXmm/XPjXMKt1mr2eHxyd4y1xEmW7jaJoesnEgR3ZkI0L5ecnnOGLkBl4udho3bkzPPPOMqL76/PPPRQflAQMGUFlZGc2fP58OHjzo2jMFAAAnsNNkzuUIzdZnR9KcW3oq237eedpi3//9dYj+PW2O3siLYbdkY6PA1POFoteOGlvpEt7X2ZGdBetPUJ9XVtCSLakW1VcS6cnJMwkw3ocNuVxdlBTtWLRC3UE430aDPk+O7HC0TTYJ1IvsBPr7K+X1/HlxeqvQ9N1qU3igjlRjDR8+nL744gtKS0uj999/n/766y9q3749RkUAADyWIxl59L8Vh2jFvnRFsHB0YlTnRHppnNGcLKuUJDs0j2V0g0uPZYrotClSwqLnn8PnlFEMtlAiOzYMs47AzQmZJ77ZRUfSzc3wJK0aRCgGZY4CHTdFtZrHR3jtxHZHUUekdKNuJs9OcCCnsczVWOrvR1uJBupYn53o6Gi67777aMuWLbRt2zYaOnSo884MAACcyGOLd9JbfxykZbvTxGPpu2F6NjVGajYeO09nTFVSLA4OawREpGmSN4sk6ePgaAnve9eCLXTz3I30wcrDigdk4oDmVF8zLNNVnp3f/j0jbm/vb0yxMa1MDe84eMHl77LcvXl9o+HWUaTA4zSWt8CpOhmx0Yu6lZSbIzvqNJb0+PB7tmd2GPBsnPYNdu/end577z1nHQ4AAJwGixF1lGZkhwQapBphwN6WXs1ihX9DTvXOyCu2igSoK5AaxxrFzl/700WKSpZz/2mKHPVsGkvPje1ErRpYVjwlmtJHzhY7XMrOAuu63snKupb1I8Q6ptNzv9Erv+xTIjvV4fNJfcScq3m3X0TeRKhJpMmOyHqRHRY0Ml3FkTD53SOFVYfEzqhRo2jDhg1V7pebm0uvv/46zZo1yxnnBgAATkGacmV7/ydHWfZI4UjNDRcZRcKf+85azbKSNFWJhOHtG4rbzzecoL8PZ1jtG2UyxqrNrRwRkZGemoqdLE1HZoajTerKoYb1Qik6LNiqgV7z+tUTO72axdHyRwbTwDb1yZuQkShZZq5feu5HoSZfEvt7ZGSnNqfTA+dhVyLy2muvFdPOOW01duxY6t27NyUlJVFoaChlZWXR3r17ae3atfTLL7/QmDFj6M0333TiKQIAQM3YcPS84tP54f4Buvtc1DxO3MpUjxwVoKaFSuzcenEz4f9ZfTCDPlt33KYxtpEpbSXTR7I6iFMqHEnSTue2l/k6r8n9YKLDg2jWTT1FkzxuZsjRKG335mbx1UtjeSsyuqUvdkxprAB/Cgo07sffCyI7dVDsTJo0iW655RZasmQJLVq0iD766CPKzs5W/iLi7smXXXaZ6LDcoUMHV58zAAA4xDpTifjA1vE295GRGK404inh2saATFKMWbjwb9/gtg2E2Dl4Ns9mM7sh7RoowqRRdBg1qBciPCTcqPDouTwxgLI6bEvJslrXJNYoYsZ0Tay003GLakZ2vBXpuSkpMwobW5Gd4ABjZKekXC12ENnxBey2mIeEhAjBwwvDYodnZMXHx1NQEP5nAAB4rl9H9sMZ0Mp2+kXdJI8rcWRkp3tyjEgNtUmIFH/9q2H/ihrZHVkd2enfyiywujWJFiKpbaN6tPVEFh04k1ttscPPlZVhcmxFcpx1Obla7LDQ6tI4mhqZZj3VNbGjF9lhYSsNyjLKxpEdWXYejkGfddugzCmtRo0aQegAADy+5Dw9t1j0lulpGuSoB1/o5HTr3OJSJbLDBtVZN/ekR0ZajmBgujSJpgiT+ZXp19IsbDok1lP60/z+6GBRJTXBVCnVziSS9psEi6PwgEp+T9zXb2g7o3eISTZFdmzN4Pr7yWHCXOwtDQGdRVCgbbEj++xw1ZZa7JTKZoPVTDMCzwLfIgDAp/nncKbiyQmt4q9084Rsc2QnrJLncPTmhj5NlceD2tanuwe3pCcua0eXdWqkrG+bUI+ev7IT1Y8MsYgIHaym2FFXfKkFnJzhpIYjU7Lkvar376sEV+LZ4fEhTKC/n+Lt4TSWOr0FvB+3ix2u1GrevLkwN/ft25c2bdpkc1/u28N/gWgXNkFLbr/9dqvtXD0GAADMpmNGc3I/VTrJFtKfwZVSBab5SLL3ii3aqSaHt24QSU9f3oHuH9a60uiJfE51Izt/7DVWjF3SMYG6No5W1iebyuHVPDqyDU2+pC0te2gQ1VUUz47JjGwrsiMjeyx05BgJuQ54N25tC8nm5smTJ9OcOXOE0HnnnXeEsZmHjDZsaA7FSr777jsqKTGXV2ZmZlK3bt1EdZgaFjeffvqphb8IAAAY2RiwU1LV3hjp28ktKjVHdlRpKj0aRIVYlLXbQwtTZ+PT2caGhI6klTi9tv7IOaVfEJuNuQyem9+pZ31JGkaF0kMj2lBdRvHs6PTZKTeo0ljSoMxpLFX/HVCHxA4PAm3ZsmWNXmzmzJl011130cSJE8VjFj3Lli2jefPm0ZQpU6z2j4szloJKFi5cSOHh4VZih8UN+4cAAECbopAjEuypQLJMYxk9O2pPjh49TGmihKgQijelqap8nRBjBImvsyyqqooeqdmZmi3KpTktJcWVtzX580SDstazI6NAEDu+gd3/wrp27SrST1deeSVdddVVIjLjCByh2bp1K02dOlVZ5+/vTyNHjqT169fbdYxPPvmEbrjhBoqIsPzRWrVqlYgMxcbGirldL7/8sqgSs0VxcbFYJDk55kF/AADfgSMn3DWXfRfqZntVR3ZUnh3TiAhbxIQH04apIyr19mgJDfInHk3F11keTWCP2Nl8/Dy9/ut+SjS9D/brAPvguVd6YoejalLs+PupPDuqyE51+yAB96K9jnMQRJ3lsftbPHfuHM2YMYPS09OF2ElMTBRRmp9++omKiorsen55eTklJCRYrOfHPEG9Ktjbs2fPHrrzzjutUlgLFiygFStWiO7Nq1evptGjR4vXsgW/D64mk0tysrm9OgDAd9hzytgPjEc2aMvGK5v9xEM9eWSAPZEd2TiQm/nZC6etIkwiyt5Oyjd8tIG2nMiin0yT2Xs3h9ipqWfHpHMUg7IS2VF5dhDZ8Q74Oq6+rvN1vlqRHTYUc/dkXlgNczTmxx9/pKeeeopuvPFGEaHhqA9vb9DAPHPGWXBUp0uXLtSnTx+L9RzpkfB2jkC1atVKRHtGjBiheyyOLrF3SK0IIXgA8N3OyTz3yh64TJzhaBALHsZVFUwRpsaC+SYjdGWwh0hGICTDVCXnoHppLPVn6m9D7MhKLuDZpKamUlRUlE3vbrXic/xXSf/+/em1114ToyK2b99OgwYNovnz51OTJk10Z2PVr1+fAgIC6OxZYxWBhB9X5bfJz88Xfh3u5FwV7Cvi1zp82Dh5WA/+EPhDUS8AAN/ifH4JLd6SKu4PaG3fLKeQIONPYnFpudJt11VpjIiQALsjOzxo1OK5wQHVnm9VF7FlUFaLHY7shJgMyuylkk0FkcbyDrTXdKeIHS1t2rShxx57jNasWUOnT5+mSy+91Gqf4OBg6tWrl0g3SSoqKsTjfv36VXp8HlPBHhvZvbkyTp48Kaq2OM0GAKjbJefsu+HJ36NUPW8qQ0ZxioRBVf5l7xqxI/1B7NmpitOqQabcq2fOrb1cck51rc+OrMSSBmU5G0v9vSCN5Rs4vfScjcG2zMGcOpowYYIYJMrpKC4956iNrM667bbbqHHjxla5Nk5hjRs3zuq4eXl59MILL4ghpRwdOnLkCD355JPUunVrUdIOAKi77Dp5Qdz2aREnUhT2IHuqGCM7rv3LXpqSpTeoKqM1c2nHBPrott4uOZ+66NkpL7cUO4Fk/v9ERtwgdnwDt/bZuf766ykjI4OmT58uTMndu3en5cuXK6bllJQUUaGlhnvw8ET133//3ep4nBbbtWsXffbZZ3ThwgUxiZ2jSi+99BJ67QBQx5EN+zqpmu7ZLXbKVJ4NF4sde9JYp0yRnSQ7KsqA/eMiLCI7fn5CFCtVciYR6qrIHvBhscM88MADYtGDTcVa2rVrJwzReoSFhdFvv/3m9HMEAHg/Z3OMVaJJ0fYPvVQblD0rjWV8L/aUzwP7DcplFcbH3NNRRv9Y3BaVVijGcXh2fANIVgCAT8KDMpmG9RwQO9KgXFZOpS42KMtp5HJKuj2eHUR2nOvZMWkdEdXRCiOksXwLiB0AgM/BVTaZeSaxoxrnUBWhMrJTqorsuEjsxJtGO2TmmUfi2CJNETv2Czeg49kxCVi9URHaVKbZoIzS8zqZxuIuxXpzXHgd9+JhczAP55SmYwAAcDcsdNh3wT9VUlQ4EtkpKmODsmvTWHK0xLkqxE5ZeQWdMaXkkMZycp+dcmuxI79v2UEbaaw6KnbYXPzKK6+ILsWywR93N2aj8f3330/Hjh2je++9l8rKykSHZQAAqK0UVnxEiF2dk62rsSqEb8elkZ1IU2Qn3zy6xlYJPQu3eiGBouwcOI5sKSAFTGWRHe33DYNyHRU7XBnFs6fuuecei/UffvihqJj69ttvRRfj9957D2IHAFArZCh+HcfEgYVB2VR67qrS4/pS7FQR2flpV5q4Hds9ye4SemBJZKi+GbzcZNpRix3t9y0ruYB34/C3yNVPPBpCC49mkJVRl19+uZiSDgAAtUF6bpHDfh3L0vNyMVlcvc7ZcNSJkd6iqvoFDW5jXxdoYA1HxfTK/GVWi7snSxDZ8U0c/lccFxcnhn9q4XW8jeFGgfXq1XPOGQIAgIOk51QzsqNUY7neoBxniuzkl5RToSa9IuH5XAdM/YK6NIlxyXnUpciOVuzI0nOeeC7Rft9oKlhH01jTpk0TnpyVK1cqnp3NmzfTL7/8QnPmzBGP//jjDxoyZIjzzxYAAOxAdhx2pOxcncbiHitybpKrPBscbeBjs6hi306T4HCxfu2hcxQW7E+9msXRyawCKqswiJ48jvQLApZEmCbM5xaV6ZaeW0R2NN93uB1T74EPih02HXfs2JHef/99+u6775TGf6tXrxbDQRmekwUAALWVwlq85WS1+tKEmiI7OUXm3jeuiuxwBSublNOyi4Rvp0lsuOinc8snG8X2gy+PptQso2hrEhumWwUL7KOeKbJz3mQG50a1/HkqkZ1K0lgQO3VQ7JSWltJ///tfEd35+uuvXXdWAABQTb7YkCKiMk3jwunK7knVGuEgy85dncZQxI7pIrznVLay7ei5PDqpiB1j1AfUrFs1B+vu/WIrrT18ju4Z0ooubhlXZWQnFJEdn8Chf8VBQUGi2goAADyVZbtOi9vHLm2rXOQcFTtqXNlUTpqUZa+dPadzlG3s1Tl5vkCJ7IDqo/5ef91zRqSz3vztAJ3ILKg6smMqWwfejcN/svD08aVLl7rmbAAAoAakZBbQkYx88Zf6sPYNHX5+hMnbob7wuTJ9pPTakWJHFdk5kp5Hm4+fF/fbN0LBR02wlYpcdySz0mosjvI40qcJ+JBnp02bNvTiiy/SP//8Q7169aKIiAiL7Q899JAzzw8AAOzmr/1nxW3v5rEUFWqcPeUI3G+FPRqy+VyIiy90ceFGsZNVUGJRZs6sOXTOXHbetoFLz6OussUkJtXVWOq0ZRhSWHVX7HzyyScUExNDW7duFYsa/gsIYgcA30CaOL2Jf0x/qQ9r53hUR8KpL0XsuDiFEWsaZXE+v4S+23bSYnTEjlSj0BneviEGgDqBlY8PpWH/t8pi3QlTmjAwQD+yA3NyHRY7PA4CAODbrDqQTo8t3kn/6dWEpl7egbwFTv0wnRtH10jsyHETrr7YxZnETlZ+Cf2x1xiVah4fTsdNXhKuDptxdReXnkNdgT9XLaZpERZTz9UGZUR2fIdqx2hLSkrowIEDYgYWAMD7ScsuFCKHIzq3f7qZMvNLaP664+Qt8JDHFNNf6i3qW6bXq9OAzh1iJ9aUxjpfUKKYZW/r11zZ3iwughKi0F/HGXCU8oFhrcVw2KHtLNOCelPPjfdhTq6zYqegoIAmTZpE4eHh1KlTJ0pJSRHrH3zwQXrttddccY4AADfw+JKdQuTM+HW/so47CbP48Qa4TJsb8HE0pFENBEKEyqTsrsjO9pQLdDjDGJUa1Ka+Ypgd2h5eHWfy+GXtaN+Lo+jZMZbRSluzsfalmavjQB0TO1OnTqWdO3fSqlWrKDTU/IPC87IWLVrk7PMDALgBFjT/HDb6XT5aYznXLlfTYt9TOXbOKBZa1I+s0cBMdWRHrxTdmcRFmE3U3NuHow7JceH012ND6f5hrejuQS1d+vp1dQJ6jCmipid25CR04Fs4/C+Zy85Z1Fx88cUW5kWO8hw5csTZ5wcAcANZBeaOwVrOZhdVq7LJ3RzNyBe3LWuQwmLUYxnCXGxQbhxj6SPhiBRfjJvGh9MTl7V36WvXZaLDgmyKHfZPSe4a1MKt5wU8KLKTkZFBDRtaVzrw8E9vq9wAAFhGRfQ4axqq6ekcPWcSOw1qJnYubhnvtjQWG2A/u8M4Y5Bp7OB4C1A9OFUlJ6EzAf7mSyF71SRTR3uPOR84Wez07t2bli1bpjyWAmfu3LnUr18/Rw8HAPCgqAg3r7v14mZ0Tc8m1CkpSqzLVc2J8mSOmd5DTczJTPem5uniHGVxNQNamcUVj44A7kFdaaVukq3+k70m6VDg5WmsV199lUaPHk179+4VlVjvvvuuuL9u3ToxDBQA4H0cz8xXmvG9NK6zuH/L3I2KSdkbPEfrj2Y6RewkqCalu8OvxB16x3RNpGW70uieIfDouAu1EVkd2Zkyur2ojPsvvou6HdkZOHAg7dixQwidLl260O+//y7SWuvXrxcdlQEA3scxUwqIzb3aCeBFpcYGe55KRYWBrp69TnncUvUeqoO/Df+GK5l5XTdacEcfurFPU7e8HrCceaZulN2yQST99uhgurpnE3xMPkS1Sg1atWpFH3/8sfPPBgDgNjLziunUhULq2iRGSWO1qG82zMruwZ4qdk5fKBSzjVo3jBSl2wyXbEeHB7nFuO1MuJ8LRkK4F/XMq0BVZAfUYbGTk5NDUVHG/L095ObmUr16GFwHgCdz75fbaNOx8/TlnX2VNJY6siObq3lqGuvBr7fT1hNZ1Kah+ZznTujtlGPf1q8ZLVh/giZf0tYpxwOencZSj4sAvoldcjY2NpbS09PtPmjjxo3p6FHLXh0AAM+Be7qw0GFunruRikqNgqZJbJiVOVdu8zRY6DCHTCMiRnZIoKE1mIml5oUrO9HGp0fQJR0TnHI84OlpLIgdXyfQXvMfV1tFRtqXCy8t9Y7qDQDqKvvP5FT5126oqVV+UZnnpbH0ujo3qGfZKK4mcJUpxjT4NrJLNROENJbPY5fYadq0qUMenUaNGlFQkOc3IQOgrhuS1bw63nLgZIjJoFzsgZGdnELrKqkGkSG1ci7AB6qxkMbyeewSO8ePe88wQABA1ZzNMfdzaVgvRPTWuamvZSWQJ0d22FitpX49iB1QPbEThDSWz+PawS8AAI+jvMKgdEX+7+CWNPVy/S6xnlx6rid2WjeoWck5qLueHXVlFvBNIHYAqEOkni+gK/63lrILjb66hpVMB/fkaqxTWQVW6zo1jq6VcwG+UHoOg7KvAzkLQB2CuwxLoSMHT9pCVmMVe3BkZ2Dr+hQc6E89m8ZYDXcEoDKCUXpep0BkB4A6FtmRNI8Ppz4t4mzu68ml59zOnxnWviHNuLqLV0xlB56FureOelwE8E0gdgCoQ6SYxA7P/7lnSKtK9zWnsTwrspNTVEp/Hzon7vdoGkPJceauzwDYCwzKdYtqy9mCggLav38/7dq1y2KpilmzZlHz5s0pNDSU+vbtS5s2bbK57/z580W/C/XCz9P225g+fTolJiZSWFgYjRw5kg4dOlTdtwWAT42DuG7Oevp8wwmriEhybNUCwdMiO3nFZTRr5WG6+eONVFhaTm0TIqlHsnlCOQDVbiqI0nOfx+HITkZGBk2cOJF+/fVX3e3l5bb/Cly0aBFNnjyZ5syZI4TOO++8Q5dddhkdOHBADBPVg8dU8HYJCx41b7zxBr333nv02WefUYsWLWjatGnimDyJXSuMAKgrpGQW0P1fbaPdp7Jp0/HztCv1Aj1/ZSfam2ZsJtghsZ7df/mWlrtf7LCv6LZPNtJFzePo2Ss6inXTf9hD3207pexz/7DWVr8HAFQvsoM0lq/j8Df8yCOP0IULF2jjxo0ikrJ8+XIhNNq0aUM//vhjpc+dOXMm3XXXXUIsdezYUYie8PBwmjdvns3n8I8ZNymUS0JCgkVUhwXTs88+S1dddRV17dqVFixYQKdPn6alS5c6+tYA8An438WdCzYLoSNZsvUkzfzjoBgTERcRTC3qR9j9l29JLYidZbvSaOfJbJq79hil5xp7Au1INQ77lLAQAqC6qId/YlyE7+Ow2Pnrr7+EaOnduzf5+/tTs2bN6JZbbhERlhkzZth8XklJCW3dulWkmZQX9/cXj9evX2/zeXl5eeI1kpOThaD5999/lW3Hjh2jM2fOWBwzOjpaRI0qO2ZxcbEYbqpeAPAVfvv3DB08a5wXpeaTtcfEbf9W8XZFRGRpblm59WgGV7NTJWy+3pgqbs/lGnsDSRKjEbkF1ScoUDUuAmksr0d7TefrfI3ETn5+vpJy4gGhnNZiunTpQtu2bbP5vHPnzokUlzoyw/BjFix6tGvXTkR9fvjhB/riiy+ooqKC+vfvTydPnhTb5fMcOSbDooxFkVxYSAHgK1Gdl37epzzmSqWXrupksc81PZs4VJpbG2msA2dzlftLd5yi3KJSyikyjohoWT+CZl7XDSksUCPUqStUY3k/fB1XX9e1wReHPTssQNhDwybjbt260Ycffijuc0qKTcLOpF+/fmKRsNDp0KGDeM2XXnqp2sedOnWq8A5JWAVC8ABf4N/TOaIHDVdSbXl2JNULDRL+HSJjRPSKrok0tF0Dh0pzS2shsnMyq9DCaC376sSGB9Ffjw91+/kA3/bsqMvQgXeSmpoqPL6SkJCQmomdhx9+mNLS0sT95557jkaNGkVffvklBQcHi+opW9SvX58CAgLo7NmzFuv5MXtx7IGHi/bo0YMOHz4sHsvn8THUQosfd+/e3eZx+EPQfhAAeDMbj2YKT0tEiPGfdN+W8ULoME3jw+nbe/vT9pQsmjighd0RkdoyKPN4inN55hB0bnEZpZ43ip3GsWFuPRfgu6gFDtJY3g8LHbXY0eKw2GF/jqRXr1504sQJUYLOk9FZ0NiCxRDvv2LFCho3bpxYx2kpfvzAAw/Y9dqcBtu9ezddfvnl4jFXX7Hg4WNIccNRGjZP33vvvY6+NQC8Eo56XP/RBnFfGo9bNbA0IPdqFisWR5BprDI3ix0ZxeELEEeVDAaiA2eMvrrGMRA7wPkdlJHG8n0c9uy8+OKLoseOhKupevbsSREREWJbZXDq6OOPPxbVW/v27ROChD1AXJ3F3HbbbSLFpH6t33//nY4ePSr8QCy0WFzdeeedYjv/hcrVYS+//LKoBGMhxMdISkpSBBUAvs5f+8zR0mPn8hVfS02prTSWTGG1rB+pNDaUJfNN7OgPBIDDkR3MxvJ5HI7svPDCC3TPPfcIkaOGBRBv4wZ/trj++uuFoZn3YQMxR2O4dF0ajFNSUkSFliQrK0uUqvO+bIbmyNC6detE2brkySefFILp7rvvFiXxAwcOFMdEjx1Ql3w6Wlo6YQK4ksaqqBDGZ3f1tDlpGvLZJDaMzheUUEZuMe1LMxqWEdkBzoJnqklQeu77OCx2bP3o7dy5k+Liqu57wSkrW2mrVatWWTx+++23xVIZfC4cAaoqqgSAr7LntLmfjqSzEyaASx8Dp5HKKwxuM3GeMkV2WOwcz8wXYkdGrBIqGVwKgCOo56mpzcqgjosdjqzIkQ1t27a1EDzspeF+OBzxAQC4D24SePCMsafO1T0bKx2GnTEBXH0BKBNih9yaxuKUlfZ9xEcGu+ckgM+j/n8LkR3fx26xw52KOapzxx13iHQV17Grzcdcfq4uEwcAuJ5D6bmiw3G90EB6dXwXigwJpEs72lfdWBXqSA6/hpyV5SqOn8unvw9l0AnTsFKuvIoJtxQ39SF2gAvEDkrPfR+7xc6ECROUCijud8Nl4ACA2uWgqfleh0ZRQoy8eFVnlzRdc0cX5Ws/XC9SVhJOY2nTVnERaBkBXCB2MBvL53HYszNkyBDlflFRkRgDoaayOncAgHM4dDaX/vvFVkq7YJwb1by+86uU/P39RHif/Tqu7rXD5e1qoSPTWOqREFwwE+OE9BwATJTq/yXMk/V9HHZlcdUVG4x5ZASXm7OXR70AAFzP5MU76WhGPhWWlovHzeJrXmpemUnZUbGTll0ohnly6rsyeMhnYUk5HUq3nOUVHhwguiWrxQ4PMGUBBoAziAo1/61fUGL8dwR8F4fFzhNPPCGGgc6ePVt0IZ47d67w8HBvG544DgBwLTwnSvadkSTHuab/jExlOdpr59o56+n+r7bR15uMQzz1uiRf+vZq6vPKCrrvy62UavLpSBrUCxFFEInR5iaCSWgoCJyIHHTLFJv+aAC+i8Ni56effqIPPviArrnmGgoMDKRBgwbRs88+S6+++qoYGwEAcC1bTmSJ1JKajon1XPJaQaZeJI5GdmRF1Tdb9cXOqgPpymT2lQcylK7Jkohg41/dbRLM/YIaoewcOJkb+zSldgn1aHBb++bFgTrk2Tl//jy1bNlS8efwY4ab+WFEAwCuZ58pqsNpnfP5JdStSTS1bugasRNoShtV17NzNsfShyNJyzZ6jSTrjmRaPJYXH7VB2f3jSIGvM+PqLrV9CsBTxQ4LnWPHjolZWO3bt6fFixdTnz59RMQnJibGNWcJAFA4ZIqI3DGgOV3UPI7aJrhG6FgOA62e1GBPjh4nxCR2M1xyzozpmkitGkTSA8NaK9seGt6aPlh1hB4d2bZa5wAAAA6LHZ5jxd2SuSprypQpNHbsWHr//feptLSUZs6ciU8UADf01mHaJNQT081diTQoOzIMVG1K5maEepzINHZElhSVGo8/skNDGt+jicW2Ry9pSw+PbIvGbwAA94mdRx99VLk/cuRIMfF869at1Lp1a+ratWv1zwQAUCUVFQY6bKpccmVERxvZ4aaC9lJcZt7Xr4r0VvtG9Wj/mVxlVtGQtg2t9mWjspsmVQAAfBSHxY6WZs2aiQUA4HpSswpEFISFQVMXVWDpVaw40lQwp6hUuc+BHRZo2pLxjDyj2OnSOFoRO4Na1xc+JAAAqNVqrIqKCpo3bx5dccUV1LlzZ+rSpQtdeeWVouS8qn4aAICaI6d/s6/FHfN8gqvRZye3qMzicYGmrJfFDxurmS5NzGNnLnZxSg4AUHexW+ywmGFhc+edd9KpU6eE0OnUqROdOHGCbr/9dho/frxrzxQAQCv3p4tP4aLm7mngGVgNg3KeRuxwXyA1WQUlSun8oDYNhGjj5oHjejR2yjkDAEC101jz58+nNWvW0IoVK2jYsGEW27jJ4Lhx40SE57bbbrP3kAAAB1l/1FiiPaJDgls+uyAnRHb4caI5gEPn8oxRnZjwIGpRP4LWPDmM4sKDKSzYTWPVAQB1DrsjO19//TU9/fTTVkKHGT58uKjMQlNBAFxHSVkFncwylmx3aOR6c7LaoFxW4YjYKa1U/Mhy9AaRxqGejWPCIHQAAJ4hdnbt2kWjRo2yuX306NGiJB0A4BpSzhcIw29EcIAYp+AOlD47ZfansXKL9dNYx8/l06LNKUp3ZYx/AAB4XBqLOyUnJNgOnfO2rKwsZ50XAEDDsXPG3jTN60eIcmx3oHRQdiiyYyl2sguNYue/n2+lA2eNBmumcax57hUAAHhEZKe8vFzMwrJFQEAAlZVZ/sgBAJwHR0YY9rm4C2U2lqp3jqMGZR4NwQUOaqEj01cAAOBRkR3+seKqK550rkdxsf4MHACAczhaC2InWPHsGKrt2TmVVUg7T2Zb7dcEkR0AgKeJnQkTJlS5DyqxAPCtyI5MYznSQVmmsZKiQ+l0dhFtOJpJn284YbUfl50DAIBHiZ1PP/3UtWcCALCJOg3EDQXdncZypINynsmg3K5RPSF2DpnGWzB9msdRcXkFDWwdj27JAADvGRcBAHA9qecLRddh7nvTPtE9ZedMkDQol1eIJTOvhBpFh9o1LqJdoyhaecA4zVwSHxlMs2/p5cIzBgCAGo6LAADUDntOGz0vHRKjKCTQfc33lNLzcgPd/ukmunjGCtqResGuNBYP+dTy4PA2LjpTAACwDcQOAF7A6QvG3jTuGP6pPy6igv45bOzevHBTil1prIZRIaJLsuSta7tRx6Qol54vAADoAbEDgBdwJtvYdZhnSLkTOQi0TGVQ5onr9lRjRYUGUVK0uby8eX33CjUAAJBA7ADgBZzJMYqdhKjQWonslKgMyrIcvao+O5EhgRaNA+Mi3NP1GQAAtEDsAFBNeHL399tP0rk81/aYKiotp9TzxplYiapIiTs9O+reObJCy9Znkl9SLu7XCw2k+IhgZVuc6j4AALgTVGMBUE2+23aSnvhmFyXHhdHfTw53yed48GwuXfr2GuVxywbu67GjnnqekWsWdH52dk+ODA2k0CCzmToqFD83AIDaAZEdAKrJL7vTlLLwE5nGhn/OZv0RoymYGd+jsajGqo3IToYqelVgitzokVtcqvh6uGosLNgsdtw1zwsAALRA7ABQTdQCQBqIXVWFNaZLIs28rhu5m0BTZOecKrJTUFJWZdm5jOLceFFTcTuifUMXnykAANgGcWUAqkFFhYEOns2zOenbWZwyiZ0eTWNqJTIiIzs5qvcnPTl65KrMyUzT+HDaMf0S5TEAANQG+AUCoBqczi6kEtUkcJm+cTY8MZxJqqUJ4dKzo6awErGTZ/oc6oWa++vEhMOYDACoY2msWbNmUfPmzSk0NJT69u1LmzZtsrnvxx9/TIMGDaLY2FixjBw50mp/nsTOf/Gql1GjRrnhnYC6zDHTUE5XR3bO1lLJuTayoybf1DRQD/k5cCUWAADUSbGzaNEimjx5Mj333HO0bds26tatG1122WWUnp6uu/+qVavoxhtvpJUrV9L69espOTmZLr30Ujp16pTFfixu0tLSlOXrr7920zsCdZXdp4zjG1wtdrLyS8StuoTbnQT6W/9EVGZQlukupK0AAHVW7MycOZPuuusumjhxInXs2JHmzJlD4eHhNG/ePN39v/zyS7rvvvuoe/fu1L59e5o7dy5VVFTQihUrLPYLCQmhRo0aKQtHgQBwJX/uPStuQ4Okp6XUJf11pD8mtpbETnCgdRqrMoOyLD1Xp7EAAKDOiJ2SkhLaunWrSEUpL+7vLx5z1MYeCgoKqLS0lOLi4qwiQA0bNqR27drRvffeS5mZ5nJdAFxhTt5zOkfcH9050SWRHU5frT5onBge4O9Xaz1qggMC7IrscIk8m6ll80GksQAAnoTbfkHPnTtH5eXllJCQYLGeH+/fv9+uYzz11FOUlJRkIZg4hXX11VdTixYt6MiRI/T000/T6NGjhYAK0PmhZoqLi8UiyckxXrgAsIe0nCJhTmbzbofEevT9dueLnRs/3kBHM4y+oNjw4FrrURMWXLVnh0XZhHmbqHl8OA1u20Csg9gBALgT7XWcMz68eF2fnddee40WLlxI33//vTA3S2644Qa68sorqUuXLjRu3Dj6+eefafPmzSLaY4sZM2ZQdHS0srAXCAB7OWEyJyfHhlN0WFCVpl1H4ZSYFDpMXETtpYS4MaCWwtJy2ns6h+asPiLGQyzenCrWH88soEyTxwhiBwDgTvg6rr6u83W+ViI79evXF5GWs2eNXgcJP2afTWX83//9nxA7f/75J3Xt2rXSfVu2bCle6/DhwzRixAjdfaZOnSqM0mpFCMED7MFgMNCXm1LE/eb1IygsOLDKcmxH2ZVqaX7myE5toe6ALCktN9Dl7/0t7jeJDaP0XHNDxR0pF8RtZAg8OwAA95GamkpRUeYO8+qojlsjO8HBwdSrVy8Lc7E0G/fr18/m89544w166aWXaPny5dS7d+8qX+fkyZPCs5OYaPRS6MEfAn8o6gUAe1h5IJ2W7TKOiRjRoSGFmWY/cbTDVZVerRtG1tqXI9+fLU5mFdKFglKrJoiI7AAA3In2ml5rYofhaAr3zvnss89o3759wkycn58vqrOY2267TURdJK+//jpNmzZNVGtxb54zZ86IJS/P2LmWb5944gnasGEDHT9+XAinq666ilq3bi1K2gFwNjJywYzr3tgsdpwY2dlz2nMiO+pBnnqwIVmvEg1iBwDgSbi1xOP666+njIwMmj59uhAtXFLOERtpWk5JSREVWpLZs2eLKq7//Oc/FsfhPj3PP/+8SIvt2rVLiKcLFy4I8zL34eFIkFbVAeAMUrOMkYunRrWniJBAJc3jzMgO+2HUXNk9iTw1spOeU0w5hdZ+JYgdAIAn4fZ61gceeEAsemhNxRytqYywsDD67bffnHp+AFTGyawCxasi/h90chqLIyWyO/Oqx4cq3qDaIiTQv8qxGXrvHX12AACeBHq6A2AnRzPyaPPxLAuxE26K7BQ5KY0lozqNY8JqVeRI/P39hOApVs0BU6OuGlODyA4AwJPwmtJz4FusO3xO6ULsLQx/a7Vyv01CPXEr01gFpeWiUqumbE0xiqkujaPJU9CryNIOKtWCcREAAE8CYge4neKycrpp7ka6c8EWSj1vTAt5Mixi1h46p3sxlwZe7jfDJdk1ZePR8+K2b0vLLuG1Saiq187FLeNEVOuWi5va3J/7H0aYSvIBAMATwC8ScOuYhW0pWRSs8oHsOplNyXHhHv0tPPHNLvpm60nl8e39myv3ZRqLYe+K+r1VhwNncsVt9+QY8sTIzt2DW9Lw9glinMUXG4z9hmTaTZadB/r7ifQXAAB4CojsALfx5cYT9J8562nip5uVdTtPmku5PZHdJ7MthM5FzWNpyuj2yuOgAH9xcXdG+XlZeYXSoI/Fg6egLj+PDgvW9eQkxZi7mjsjwgUAAM4EkR3gNl78ea+4lSMFmNOmaIAncjg9l37adVrcZz1z39DWdNfglla9Z7giK7e4rMYVWefySqjCYBz8GR/pOa0TIlSRndjwIOU9s8gr4xMWIggdkwEAngvEDnALecVlFBzgT6XlloIgM88sfDyJ77adpMmLdyqP/+/abnR1zyY20zwsdgpKajYf60yOMarTsF6IEDyeQmyEualhjKnBIQ8m5ehOlql7clRoEPVrGU/rj2bSQ8Nb19q5AgCAHhA7wC1MW7qH8nXSPOfyzNPnPcmQPPOPgxbrBrapb3P/yNBASs8tprwaTj4/dNbo10mIMqeEPC+NFWTRS0cRO2FB9OglbWl76gUa29X2qBYAAKgNIHaAy4XDfV9uo1/3nLEysnqq2OELNs98Yjo3jqK7BrWkhvVsCxCOajDZhaXi/XLUw1E+33BCCEKmkaeJHZXpWh1xUvt2okIDhdHc083mAIC6CQzKwKWsO5KpCJ1m8eF0y8XNLLZzZICNuc7oUeMsVu5PF7dXdE2knx8cRFd1b1zp/hzVYO7+fCvNXn3E4dfj8nspdJhG0Z4ldkKC9H8m1FEe+RkAAIAnArHjRWw9cZ5u/WSjMM56C//765By/9kxHen6i5Ktms7NXXuMur7wO32rqnqqTdYfyRS3gypJXanhqIbkjeUHHBZuSzTv29PSWDf1MQrUAa3jLdbHqbw8MroFAACeCMSOF3HN7PX096FzdPeCreQNpGQW0Iaj50XqY92U4XRJxwRxgVz71DD6+cGBVN9UcfTar/spt6iM3llh6ZOpDU5k5itdjPu3sk/saCuROA3mCCv2WXaSrmmvHmfTMSmKNkwdQZ/e3se22EFkBwDgwXjWryqwixNe0HWY+dN0Ee/TPI6SVH1jmsSGi7lP9SPNF0sm9Xwh5RQZDa+1xfx1x4kDM0PbNbDbf6K90H+w8rCI7rAfqciOcnQWhWq4GsvT4NSaVoSpxY6cFQYAAJ4IDMpeSIUH+Vsq41/TUMt+rSzTHxJjZMcyJXcmu6jWUiLpOUW0aHOquD9xQAu7n6c93z/3pYvjTPlut/ApLb1vgEX5thouV+eydebN/3SlfWm5dHkX76hmkhPfGRiTAQCeDCI7XoiXaB06nJEnbts0jNTdro3sMOdyjdVZL/60l+7/chuV2Ji27QreWXGICkrKqUfTGBpsp1+HiTE12tPz4ZzILKBlu9Osti/fk0Zv/X5AiDs5duI/vZrQ9LEdParHTmWoWwmgqSAAwJNBZAc4FZ7t9PyP/1LrhpF0JN0odvi+HtKzoyYjr1iUcM/755h4fGmnhCqroZw1t+uH7afE/Scva+9Q+Th7kXiCOz+H01ZrD5+jrSeMvh9m9cEMiyq0Paey6Z4vton7fipTcnVK1muTkR0a0nsrDlFTlJsDADwciB3gVN5Yvl900eWFYZ8H+3P0aNnAWgQ9vHCHRRXUmoPn3CJ2uPcPRyq4yzPPv3IEFm2f3H6RuP/4EnPXZYl2svuKfcbSdua9vw57rE+nKro2iaFfHhrkUXO8AABAD6SxgNPgaMYKU48aSaekKDEsU48ruiWKsm0WRKM6NVLWc8WZJDXLOWZsjha99PNepUuxloOm9S0bRFCgjfO1B71o1SlTg0ImM6+Ytqeaoz6Stgn1yBvhSq1onTQeAAB4EojsAIfhSqPHFu8U/pZZN/ekdUfO0QNfbbfonSPpkRxbqbH3+/sHUHFpBW06lknL/zU2H9QTCvvScsR8rYuax1XrG+PU2vfbT9HPu07TxqdHWmzjaeWPLNrhFNHRQCdCwwZkFlvbU7Jo4vzNup6rNgn6qT4AAAA1B5EdUK3p3N9tPyXEyebj50XqiS/mcgwEG3wlV3VPqvRYrRpEiujA+J5NdI2+admFIuoy+t2/6aaPN1B6rtHQ6yhLdxj9OGdziinbNM9J8tyPe0SfH6Zdo5qJnWYq/0rHxCilPPtkVgHd/qlZ6PAkce5dw9v5/sgOCTV6XQAAALZBZAc4TIrKg8KjFS4UWE4uf/ryDrTleBYZyEBdm0TbdUyu5vn14UGi+mre2mNijMRv/56h4rIK4QNiSssNtD8t12JO1RcbTghB9Pil7WjXyWw6X1BCw9o1tDg2p47U0ZQdJy/QL7vS6HhmPr1/U09avMXcwZhLxWuCWuh1aRwt2gSczy+hxaaSdslFLeJE75r1U4eL98xDNQEAALgGiB3gMBylkCzakkoVmrQMl5pXJ92UGG00ur5wVWdxe8/nW0X0iPvWSA6n54m+Pb/sTqOLW8bTs6aZUu0bRdFT3+4SqbX5Ey+ioSbBw1VSdy7YYvE6E+ZtUu4PeuMvi23VTZNJ4iNDhODhHkN3DW5BL/68j/afyaXP1p8Q27msnMXYa9d0EY9DAgPEAgAAwHVA7HgJpeUVVqXS/m7sx8LRkw9XH6VJA1vQobPGknLmgiYlxMSE6zfQc5TRXRpZ+Xi4Z83Xm1LoUHoetVP5ax78ertyn9NF397bj/KKy62EjpaiUuPnek3PJvTQiNZOmUs1//Y+ohM0N9proDEs/zl5CLWwUZ0GAADANUDseAnasQN5JWUWnXvZZMtRA1fMVeLXfuHHvUJ48DgFPe4Y0EL0xnl5nDEq4wxGdEggbj2jTkGp+9ccsFFZxTzz/R4L4dIoKpSeuKwdHT2XRwfO5NG9Q1uJdJls+Hdt7ybULN45IoSrk2SFUsOoEIuOw2pPDwAAAPcAseMlFGrETk5hqSJ2isvKafhbqygiJJB+f2SwUyM+S7efUiqVtPz+6GBhUObeNNf2ThaREWd20uXqrmt7NRGeGhZy5dp8mQluahcVFkjD2ydQ8/hwmrx4p0gd8SKjKXqNDUMC/WnXqQs0pG0D6tuiZukrW6gjO3wO7ozGAQAAMAKx4yXkmaqFJFz91CTWXJ6dZho7wCMaalo+zR1+OZrCRmRbQufyLo2EN0f9Ws5KX6l5clR7Yd69rney8ApN/+FfEaF5edk+MWiTeXhEG7qmVxPlORm5xTTj1/3KGIZWDfQjNp0bR9PfTw4nV6IuKe9ip1kbAACAc4HY8RJkabQkp9D8mKt9JFwFVROxwwLiP3PWKV4WCZeFq/05s27q6ZbxBtykb9oVHZWycE5tMQvWH1fETofEKIvn3D6guSJ2+LOozTEMbKJWj1cAAADgftBnx0tgw6s2sqPueyM5Yhq+WZO0lVbo8DTuHdMvpY9u7UVBAX703o09an2OU4+m5maF7TW9cbi6aeHdF1P35Bi6f1hrqk24e/Ti//ajV8Z3tiqJBwAA4B4Q2fFgOJ30ydpjdPfgltaRHZX4kREORk7Rrg7sieFKJzX/d203MY2bubRTIzr48uhaFzrMfUNbiQo1HrCp54PhiMrS+weQJ9CnRZxYAAAA1A6I7Hgwc/8+KkYccPdgbYk3jx5g0nOKRO8ZdYl4dflq4wk6kpFvsa57sqXPxBOEjuxn8+JVnb12phQAAAD3gciOB8MdgSX/HDYPx2RYBN3ctxld/+F6Ma1bIo3K1WH3KePr3TWoBaWeLxQdkFvWx8wmAAAA3g0iOx48bJOriiSyH8wNFyWLWUrsq7nif2sthI4UO82nLKP1RzItjpVfbJkG06bLeDSDFEpcIj3n1l704a29USoNAADA60FkpxZhjwyXUzeJDRd9ZJizOUX0yMIdtOFYpu507PjIYBreIYF+2nnaahvPdTqRaRzl8OS3O2nF5KFiNhNHgaZ+t1tUUI3pmqgIoKe/3y08PmsOnbPoYaM3uRsAAADwViB2agluBPjAV9vpj71naUDrePr8jr7CaMzRGnVEh5v0cU+brzelKg30uHmeVuwE+vvR9/cNoBm/7KMlW0+KNNT//jpE3207pUwjv/+rbfTVpng6n19KN/VJVo6pRT1oEwAAAPB23J7GmjVrFjVv3pxCQ0Opb9++tGmTeSijHkuWLKH27duL/bt06UK//PKLxXaOUEyfPp0SExMpLCyMRo4cSYcOHSJPgs3Edy/YQlf872+66v21tPXEebr6g3VC6DD/HM6klk//Qn1eXSGEDncBjo8wNujjSqwbLmqqHIuFTq9msaK0Oik6lC7pmEDPjulAX9zZl+IigunNa7vRC1d2Evv+76/DitCR8GvtS8uhaT/8a/N8EdkBAADgS/gZWC24iUWLFtFtt91Gc+bMEULnnXfeEWLmwIED1LChdQ+SdevW0eDBg2nGjBl0xRVX0FdffUWvv/46bdu2jTp3Ns5g4se8/bPPPqMWLVrQtGnTaPfu3bR3714hkOwhJyeHoqOjKTs7m6KiLBvU1YTsglLaeCxTRHBKNIM8K+Pbe/uLzrt//HuWruiWKMYxfPrPcRHlUXcKtgVXaLFwsodRnRqJgZsPLzR2SuZiKy4v5/4wAAAAgCdj7/XbrWKHBc5FF11E77//vnhcUVFBycnJ9OCDD9KUKVOs9r/++uspPz+ffv75Z2XdxRdfTN27dxeCiU89KSmJHnvsMXr88cfFdn7DCQkJNH/+fLrhhhtqVezc+NEGWn/UbBTW0rJ+BA1r35AWb06lXJOBmGdBvfGfrjUu8WaD8qOLdlC5wSDEUs9msRapr8YxYTTj6i40uG0DysovoR4v/SHWs/n53xdH1ei1AQAAAHdg7/XbbZ6dkpIS2rp1K02dOlVZ5+/vL9JO69ev130Or588ebLFussuu4yWLl0q7h87dozOnDkjjiHhN82iip9rS+wUFxeLRf1huQJubFeZ2PnhgQFi7tOdg1pQeFCgMinbGfRrFU8bnh5hsa5X0xh6/qe99MY1XWlcj8bKhHQeBSEpLrM/AgUAAAB4AtrreEhIiFgkbstVnDt3jsrLy0XURQ0/ZsGiB6+vbH9568gxGU57sSiSC0eXXAELDjWrHh9Km54ZIToST7+ioxA6TGJ0mFOFji0m9G9O66YMp2t7N1GEDqOOIpXZmCwOAAAAeCp8HVdf1/k6T3W9GoujS+qIEStCVwieHk1jLB5zJRWPNuARDLUBi5qkmLBaeW0AAADAVaSmplqksdRRHbdGdurXr08BAQF09qyxAknCjxs1aqT7HF5f2f7y1pFjyg+BPxT14grY5PvQcOMgyscvbevRDfoGtamvGJYBAAAAb0J7Ta81sRMcHEy9evWiFSvMVUJsUObH/fr1030Or1fvz/zxxx/K/lx9xaJGvQ9HaTZu3GjzmO7m0Uva0rZpl9ADw9uQJ/PuDT3o+bEd6bVrutT2qQAAAABOxa1pLE4dTZgwgXr37k19+vQRpedcbTVx4kSxncvSGzdurOTaHn74YRoyZAi99dZbNGbMGFq4cCFt2bKFPvroIyUt88gjj9DLL79Mbdq0UUrPuUJr3Lhx5AnwOXL/G0+Hz/H2AS1q+zQAAAAA7xY7XEqekZEhmgCygZhLyJcvX64YjFNSUkSFlqR///6it86zzz5LTz/9tBA0XIkle+wwTz75pBBMd999N124cIEGDhwojmlvjx0AAAAA+DZu7bPjqbiqzw4AAAAAav/6jTa5AAAAAPBpIHYAAAAA4NNA7AAAAADAp4HYAQAAAIBPA7EDAAAAAJ8GYgcAAAAAPg3EDgAAAAB8GogdAAAAAPg0EDsAAAAA8GkgdgAAAADg00DsAAAAAMCncesgUE9FjgfjGRsAAAAA8A7svW5D7BBRbm6u+DCSk5Nd+60AAAAAwKmEhoZScHBwpftg6jkRVVRU0OnTp6levXrk5+fn3G8B2M2pU6eoY8eOtHfvXmrcuDE+uVoG34dnge/Ds8D34Tmw0GHBUxmI7LBxyd+fmjRp4q7vBVQRjmTRGRUVhc+plsH34Vng+/As8H14FzAoAwAAAMCngdgBAAAAgE8DsQM8Bk5dDRkyBCksDwHfh2eB78OzwPfhXcCgDAAAAACfBpEdAAAAAPg0EDsAAAAA8GkgdgAAAADg00DsAAAAAMCngdgBbuO1114THaofeeQRZV1RURHdf//9FB8fT5GRkXTNNdfQ2bNnLZ6XkpJCY8aMofDwcGrYsCE98cQTVFZWhm+uBp1fb7nlFvGZh4WFUZcuXWjLli0Ws+KmT59OiYmJYvvIkSPp0KFDFsc4f/483XzzzaIiJSYmhiZNmkR5eXn4ThykvLycpk2bRi1atBCfdatWreill15S5vXh+3Ata9asobFjx1JSUpL4bVq6dKnFdmf9W9i1axcNGjRIdPnlsURvvPGGi98ZsMIAgBvYtGmToXnz5oauXbsaHn74YWX9PffcY0hOTjasWLHCsGXLFsPFF19s6N+/v7K9rKzM0LlzZ8PIkSMN27dvN/zyyy+G+vXrG6ZOnYrvrRqcP3/e0KxZM8Ptt99u2Lhxo+Ho0aOG3377zXD48GFln9dee80QHR1tWLp0qWHnzp2GK6+80tCiRQtDYWGhss+oUaMM3bp1M2zYsMHw999/G1q3bm248cYb8Z04yCuvvGKIj483/Pzzz4Zjx44ZlixZYoiMjDS8++67+D7cAP+ePPPMM4bvvvuO1aXh+++/t9jujH8L2dnZhoSEBMPNN99s2LNnj+Hrr782hIWFGT788EN3vEVgAmIHuJzc3FxDmzZtDH/88YdhyJAhiti5cOGCISgoSPzAS/bt2yd+dNavX6/8GPn7+xvOnDmj7DN79mxDVFSUobi4GN+egzz11FOGgQMH2txeUVFhaNSokeHNN99U1vH3FBISIn6kmb1794rvaPPmzco+v/76q8HPz89w6tQpfCcOMGbMGMMdd9xhse7qq68WF0Z8H+5FK3ac9W/hgw8+MMTGxlr8XvG/w3bt2rnpnQEGaSzgcjhNxWkoDgGr2bp1K5WWllqsb9++PTVt2pTWr18vHvMtp1kSEhKUfS677DIxl+bff//Ft+cgP/74I/Xu3ZuuvfZakRLs0aMHffzxx8r2Y8eO0ZkzZyy+k+joaOrbt6/Fd8Lhej6OhPfnGXMbN27Ed+IA/fv3pxUrVtDBgwfF4507d9LatWtp9OjR+D5qGWf9W+B9Bg8ebDGVm3/DDhw4QFlZWW59T3UZDAIFLmXhwoW0bds22rx5s9U2/iHhHwD+sVDDwoa3yX3UQkdul9uAYxw9epRmz55NkydPpqefflp8Lw899JD4HiZMmKB8pnqfufo7YaGkJjAwkOLi4vCdOMiUKVOEcGeRHxAQIDw8r7zyivCAqP8fx/fhfpz12fMte7K0x5DbYmNjXfo+gBGIHeAyUlNT6eGHH6Y//vhDGPNA7VNRUSH+Cn311VfFY47s7Nmzh+bMmSPEDnAvixcvpi+//JK++uor6tSpE+3YsUMY+Nkwi+8DAOeBNBZwGZymSk9Pp549e4q/dnhZvXo1vffee+I+/3VTUlJCFy5csHgeV2M1atRI3OdbbXWWfCz3AfbDVSUdO3a0WNehQwdR8ab+TPU+c/V3wt+rGq6O46oUfCeOwZWFHN254YYbRLr21ltvpUcffZRmzJiB76OWcda/BfyGeQYQO8BljBgxgnbv3i3+WpULRxU4RC/vBwUFCc+ChPPYfOHt16+feMy3fAz1DwpHirjMU3vRBlUzYMAA8RmrYb9Is2bNxH0Ot/OPs/o74TQL+w/U3wkLVBazkr/++ktEjdjPAOynoKBA+DvUcDqLP0t8H7WLs/4t8D5c4s7+RPVvWLt27ZDCcifwaQN3oq7GkqXnTZs2Nfz111+i9Lxfv35i0ZaeX3rppYYdO3YYli9fbmjQoAFKz2vQAiAwMFCUPB86dMjw5ZdfGsLDww1ffPGFRbltTEyM4YcffjDs2rXLcNVVV+mW2/bo0UOUr69du1ZU26H03HEmTJhgaNy4sVJ6ziXQ3FrhySefxPfhpkpRbmnBC18OZ86cKe6fOHHCaf8WuIKLS89vvfVWUXq+cOFC8W8OpefuBWIH1KrY4R+N++67T5Rm8g/A+PHjDWlpaRbPOX78uGH06NGiNwVfCB577DFDaWkpvrlq8tNPPwkBySW07du3N3z00UcW27nkdtq0aeIHmvcZMWKE4cCBAxb7ZGZmih907gnDbQAmTpwoLhzAMXJycsS/Bxb8oaGhhpYtW4q+L+oyZXwfrmPlypVC5GgXFqHO/Oy5Rw+3fOBjsLhlEQXcix//x62hJAAAAAAANwLPDgAAAAB8GogdAAAAAPg0EDsAAAAA8GkgdgAAAADg00DsAAAAAMCngdgBAAAAgE8DsQMA8BiGDh0qZkN58/nwc/z8/MTCncJdye2336681tKlS136WgB4MxA7AIA6j7NF1l133UVpaWnUuXNnl3627777rngdAEDlYOo5AAA4mfDwcLcMRY2OjhYLAKByENkBoI7y888/U0xMDJWXl4vHnHLhdAhP4ZbceeeddMstt4j7y5cvp4EDB4rnxMfH0xVXXEFHjhwR2z766CNKSkpSBlhKrrrqKrrjjjuUx7ydJ3rzkMWwsDDq1q0bffPNNzbPsar9OSLz0EMP0ZNPPklxcXFCYDz//PMWx8jNzRXDZyMiIsTU97ffftsiksOpoNWrV4soiUwJHT9+3OIcKju+PdhznrzPgw8+KM4rNjaWEhIS6OOPP6b8/HyaOHEi1atXj1q3bk2//vqrw68PQF0HYgeAOsqgQYOEENi+fbt4zBf8+vXr06pVq5R9eB1fhBm+6E6ePJm2bNkiJkHztO7x48cLMXDttddSZmYmrVy5Unnu+fPnhUBioSFh4bJgwQKaM2cO/fvvv/Too48KMcWvo4c9+3/22WdCyPA06jfeeINefPFFMVVawuf8zz//0I8//ijW//3337Rt2zZlO4scnkwtU0+8JCcn2318e7HnOLwPfwebNm0Swufee+8Vn23//v3FOV966aV06623imnpAAAHcPMsLgCAB9GzZ0/Dm2++Ke6PGzdOTEMPDg4WgwxPnjwphiIePHhQ97kZGRli++7du8Vjngh9xx13KNt5qnNSUpKhvLxcPC4qKhLDXtetW2dxnEmTJilTotWDYu3dnwcsqrnooosMTz31lDJoMygoyLBkyRKLKdR8XPVAWu2AWvX6yo6vh96x7DmOdp+ysjJDRESEmJYt4SG5/JmvX7/e4li87vvvv7d5TgDUdRDZAaAOM2TIEBHJ4eslRzyuvvpq6tChA61du1ZETzg11aZNG7HvoUOH6MYbb6SWLVtSVFQUNW/eXKxPSUkRtxzB+fbbb6m4uFg8/vLLL+mGG24QESDm8OHDIiJxySWXUGRkpLJw5Eamw9TYu3/Xrl0tnsepqvT0dHH/6NGjVFpaSn369FG2s8elXbt2dn9GlR3fEew5jnqfgIAAkS7s0qWLso5TW0x1Xh+AugwMygDUYThFNW/ePNq5cycFBQVR+/btxToWQFlZWUIMScaOHUvNmjUTPhLpz+Fqo5KSEmU7i6Zly5bRRRddJMQT+2MkeXl54pa3N27c2OI8QkJCrM7N3v35vNWw50brHaoJzjq+PcfR20e9jh8zznx/ANQFIHYAqMNI3w6LEilsWOy89tprQuw89thjYh37cQ4cOCCEDj+H4eiPmtDQUBEZ4ogOR2U4etKzZ09le8eOHYVI4UiQWkTZwtH99eAoFIuFzZs3U9OmTcW67OxsOnjwIA0ePFjZLzg4WDFqAwB8D4gdAOowXPXDqRMWKO+//75YxyLguuuuE+kfKTJ4P06pcNUVp19YgKirtiScyuIqLTYTyyouCVcTPf7448JkzJEJruxi4cHmYU6LTZgwoUb768HH4P2eeOIJUQXVsGFDeu6550RqTUZJGE7JsXGYq7A4Vcb7yvQbAMD7wb9mAOo4LGg4qiGrrvhCz1EVLo+W3ha+8C9cuJC2bt0qUlcsQN58802rYw0fPlw8n6NAN910k9X2l156iaZNmyaqrNgbNGrUKJGm4tJyPRzdX4+ZM2eKaisWYSNHjqQBAwaIY3EkSsKiij0y/L4bNGig+JAAAL6BH7uUa/skAADAXXAJPXuA3nrrLZo0aZLTj8+isXv37vTOO++Qu+Ao1ffff0/jxo1z22sC4E0gsgMA8Gm4j9DXX38tKri4V43s+8MND13FBx98INJhu3fvJldyzz33iNcBAFQOIjsAAJ8XO9wJmlNrbETu1auXSG2pS7qdyalTp6iwsFDcZ1M0v6ar4BL0nJwccZ+9VNy0EABgDcQOAAAAAHwapLEAAAAA4NNA7AAAAADAp4HYAQAAAIBPA7EDAAAAAJ8GYgcAAAAAPg3EDgAAAAB8GogdAAAAAPg0EDsAAAAA8GkgdgAAAADg00DsAAAAAMCngdgBAAAAAPky/w/evziuZ0G8jwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56490.20309 d\n", + " Saved processed spectrum: ULAS_J231949.36+044559.5_M7_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J010756.85+100811.3_sdM7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J010756.85+100811.3_sdM7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56514.07622 d\n", + " Saved processed spectrum: ULAS_J010756.85+100811.3_sdM7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56173.11846 d\n", + " Saved processed spectrum: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J141203.85+121609.9_sdL5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56313.27009 d\n", + " Saved processed spectrum: ULAS_J141203.85+121609.9_sdL5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J082206.61+044101.8_sdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56268.20745 d\n", + " Saved processed spectrum: ULAS_J082206.61+044101.8_sdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J130710.22+151103.4_sdL8_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 300-1000\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56864.90261 d\n", + " Saved processed spectrum: ULAS_J130710.22+151103.4_sdL8_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J154638.34-011213.0_sdL3_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J154638.34-011213.0_sdL3_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56420.09628 d\n", + " Saved processed spectrum: ULAS_J154638.34-011213.0_sdL3_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J020628.22+020255.6_sdM7_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J020628.22+020255.6_sdM7_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Added TMID to header: 56168.21225 d\n", + " Saved processed spectrum: ULAS_J020628.22+020255.6_sdM7_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J145234.65+043738.4_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J145234.65+043738.4_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Added TMID to header: 56313.29312 d\n", + " Saved processed spectrum: ULAS_J145234.65+043738.4_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134206.86+053724.9_sdL1_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J134206.86+053724.9_sdL1_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56863.90229 d\n", + " Saved processed spectrum: ULAS_J134206.86+053724.9_sdL1_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J135216.31+312327.0_esdL0.5_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J135216.31+312327.0_esdL0.5_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56729.25259 d\n", + " Saved processed spectrum: ULAS_J135216.31+312327.0_esdL0.5_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J143154.18-004114.3_sdM9_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56851.90254 d\n", + " Saved processed spectrum: ULAS_J143154.18-004114.3_sdM9_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56490.20309 d\n", + " Saved processed spectrum: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J223440.80+001002.6_sdL1_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J223440.80+001002.6_sdL1_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56491.18412 d\n", + " Saved processed spectrum: ULAS_J223440.80+001002.6_sdL1_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J123142.99+015045.4_sdL0_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J123142.99+015045.4_sdL0_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Added TMID to header: 57098.20704 d\n", + " Saved processed spectrum: ULAS_J123142.99+015045.4_sdL0_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J233227.03+123452.0_M6_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56513.08662 d\n", + " Saved processed spectrum: ULAS_J233227.03+123452.0_M6_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56845.11980 d\n", + " Saved processed spectrum: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J143517.18-014713.1_sdM9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J143517.18-014713.1_sdM9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56421.15809 d\n", + " Saved processed spectrum: ULAS_J143517.18-014713.1_sdM9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J021258.08+064115.9_sdL1_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56172.20318 d\n", + " Saved processed spectrum: ULAS_J021258.08+064115.9_sdL1_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J223123.44+010025.1_M6_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " WARNING: MJD-OBS or EXPTIME missing in header for ULAS_J223123.44+010025.1_M6_OSIRIS_GTC63-13A_Primeval-IV.fits. Cannot calculate TMID.\n", + " Saved processed spectrum: ULAS_J223123.44+010025.1_M6_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J151649.84+083607.1_sdL5_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56863.94065 d\n", + " Saved processed spectrum: ULAS_J151649.84+083607.1_sdL5_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J125938.50+301500.2_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56421.11755 d\n", + " Saved processed spectrum: ULAS_J125938.50+301500.2_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J111429.54+072809.5_esdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56310.28292 d\n", + " Saved processed spectrum: ULAS_J111429.54+072809.5_esdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J135359.58+011856.7_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J135359.58+011856.7_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56866.90561 d\n", + " Saved processed spectrum: ULAS_J135359.58+011856.7_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J223302.03+062030.8_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J223302.03+062030.8_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Added TMID to header: 56173.08547 d\n", + " Saved processed spectrum: ULAS_J223302.03+062030.8_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J230256.53+121310.2_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56492.14690 d\n", + " Saved processed spectrum: ULAS_J230256.53+121310.2_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J144151.55+043738.5_sdL4_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56857.92135 d\n", + " Saved processed spectrum: ULAS_J144151.55+043738.5_sdL4_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134852.93+101611.8_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56371.25357 d\n", + " Saved processed spectrum: ULAS_J134852.93+101611.8_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J075335.23+200622.4_sdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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e9/5x6gCCg6lx48bOHgYAAIBmFZRVUlhwIIUFB1k9x3GCFCOo7ZFXWmmeaXEVKYMSGhxIVRU6q1KQVgMVp4/qoYceEit+OnToQImJiRQXF2d2cdaRI0eoadOm1KZNG5o8eTKlpqY6/TUAAAC0Ij2vlPq+soLu/Hqb6vNxEdW/4F/58X8eOy69vjpQUd6XBJkyLVor/TidUfnqq6/ol19+EVmVuhowYADNmzdPrCDisg8PlRs6dCjt3btXzGWxxJsfShsgsoIC4zQ9AAAArdh8IpsqdHpaeziTzuSVUtMGETYDgp1u6kdRI2VQpKbZSp3eoYDE55ppExISRNnHFcaOHUvXXHMN9ejRgy655BL6888/KS8vj3788UfV18+YMcMse5OSkuKS4wAAAP91Nr+UPl1zjPJLKl3y9YICq0+txzKLbK768TS9qfQTFmI8PsvSj60RI97OqATWZqXOCy+84Jbdkhs0aCBKSkePHlV9fvr06ZSfny9f0tLSXH4MAADgXyZ/volm/HVQLA92hZLyKvl2YVn1bUmVRSbDU6pMAVJEiLFvprzKvBfGRuXH65wu/XzwwQd07NgxMeytVatWVs20ddnvp6ioSHztm2++WfX5sLAwcQEAAHCV45nF4nrlwXMu+XpFikCloNQ6S1NpymTcPbwNfbrmOHmKzpRRCTcFKmWV5gFTkK2MCvlYoDJx4kSXvTmvIJowYQK1bNlSbHjImZqgoCC64YYbXPYeAAAAjrAshbhiPgqv/rGVUZnQo6nNQIVXA7l62rve9P2FB9vKqNgq/fjIpoQSDiZc5fTp0yIoyc7OpuTkZBoyZAht3LhR3AYAAPAklZXCtVJcocyomJd+eHaJFA8lRduuEHAfS2iwawMEKRCTelSsNiC02UxLvhWo8IaEvBEhr9hR2rRpk8iG9O3b1+GvtWDBAmffHgAAQNN4g0FbGRXlSpvIMOsZK5KyKp28jNjVzbRS6ae8yrHSj7c5/Sncf//9qk2s6enp4jkAAAB/VlKuKP2UVooyztx/T9Bvu86YlZds7a3Dytww9K1KZ9mjovOJOSpOByr79++n3r17Wz3eq1cv8RwAAICrZRaW0/4z3puddb6wzOHVOsrST3ZxBS3ff45e+m0/PTh/h1m5RRplr6bcotHVpRkVU6bmXEH1XDL7gYqPzVHhVTfnzll3RvPANh6HDwAA4GpD3viHxn2wjk5lG1foeNJPW9Oo/2sr6YmfHVu+XKzIqPBGg1tO5pgFXDUFBmqNrs7ILa6gVYfOW+3lI92PCFUvOdkLnHwqULn44ovleSYSHtL29NNP05gx7tueGgAA/NOJrGK5n2KfF7Iqj5sClIU70p3OqGQVlZstAz6TXyrvVMyZClvBiuXSYWdM/PhfunXuFpq/2XxLGqnsJJV+LI3p0ohiwoJ9P1B5++23RY8KLykeOXKkuLRu3ZoyMjLonXfecc9RAgCA3zqRVWRVvvCVZtqc4gqzuSpn88rEdbBpeq3tQKX2GZVT2caBrH/vP2e39GOpQWQIbXtuDPVvlaCZ/hTmdOjUrFkz2r17N3333Xe0a9cuioiIoFtvvVUsM7Yc/gYAAODKuSRFKpNetUZZ+uFyS3quMYvCMkwZleCgALsrbeqSUZFEWZR4pGbaMBsZFR79zyuNlIekgTjF+UCFRUVF0V133eX6owEAALCzikZtJL3WlChKPyw1p3rLmTP5xoxKSJD7MiqSyNBgu8uTbfWomAUqGkipuHaRNgAAgBtP/IUqk161mlGRMhoZBcbghG01NdZKQcEdQ1urfg3LGSe1EWUxp0VuprWZUTEFKprIo1RDoAIAAJpWosguFHg5o2K5ksZyPD0vP64wLWNukRhl9bqTpv4RKaPywMh29P2dA6yCh+xi86XDjlIuoY6yaIyVjj3cNJnWoYwKeR8CFQAA0LTSCs+Vfng426qD5+m9FYdF8CEFIPZKMntO51PPl/+mr/47aZb9aZkQafN9pB6V4KBAGtQ2iQa3SzJ7/tj56gZiZygbdyMtgh/LTQltZlTMSj/kdQhUAADAd5ppy91b+uElvLfO20LvrThCyw+cE6PslUordbQ9NZeunv0f7UzLE489+ctuEUC9sGSfWI7MeJlv8/gIm+9jObPk9Und6OIujWhCz6bi/jHTjs51CVQsg4zqybSBdoMnJS2UgZwOVHhpMm8mKNm8eTM9/PDDNGfOHFcfGwAA+DHOTvCAtxIPZlSUk2PTckrMVvBI2Z23lx2iradyaeKsf63KQadNK3yaxUdQikVGZXC7RPm2VPqRNIwJpzm39KWJFzR1uBcnPa/Ualoub2ZoazdoqZk2zLR7stqqH60EJ3UKVG688UZatWqVuM2zU3jIGwcrzzzzDL388svuOEYAAPBDzy7aS8PfWk0rD5zzWKCSX1ppt9TD9y0DAKWpc7eI68jQIGphEagMbZ9sM1CxfLymZtq1hzNp8Mx/6J5vt5s9rgxcOCv05tKD8n0poLI1gVatR0ULMYvTgcrevXupf//+4vaPP/5I3bp1o//++0/MVZk3b547jhEAAPyQNAn2vGLsvKtX/Vj2oChX6HCwYDnKnrM7cREhZoGLWh9H16ZxVhmV+MgQu2UWJu2YrNxlWc0na46J6xWKIM4yo8I+Xn1M3sFZClS4F+XJSztZfU21pdI+OUelsrJS7PfDVqxYQZdffrm43alTJ7HfDwAAQF3Z2gDQ1RkVy+xIhmnOibRnjmVmg3tUlLse8+7Iav7v4g5WTavKACfEVGaxlVGRVg7ZYutzqNLrbZazpGbawMAAMcLfdkYlwLebabt27UqffPIJrVu3jpYvX06XXnqpePzMmTOUmFhdfwMAAKitc4osijsDFZ2dQCWnpMIqQ8GBijKIsCwVsSHtkqhBZKhVoKKcCGsroxImZVSqDA43zSqpZWKk8pXO9L1wQBKoEoFUz1HRFqcDlTfeeIM+/fRTGjFihBib37NnT/H4kiVL5JIQAABAXWTZCFQ4SKjLzsI1ZSCUgQdPxFU217KyCvPHpLKKknJ3Yu5VkYQpMjG8LNleRqWm0k+hjRKYZWClHMcvZY84IFFrU5H2H1LSQmOt06UfDlCysrKooKCA4uPj5cd5pH5kpO014wAAAI6ylznh58Ki1VeuOMuyUqJ8380nc6xKMCKjUmU/o6IMTrjcI61aClMsCw4JtN+jYhkg/bbrDB05V0iPjOkgSjM2Sz+qgYrO7JozPWr9KEFB2pyjUqu9foKCgsyCFNaqVStXHRMAAPg5e02zfJJOijb2Sro6o6J8X975+J+D582e56CjptKPMlCJDQ+hs6ZyknJZsK3Sj9Q7YhkgPTh/h7i+sE0iDWqXZHNVUKVKj4ocqJj+DAcq3Kdis0dF8ZgG4hQMfAMAAO1RyxhIAYArV/5IDab23tfypK8sPRWUWr8+IiRYtYFWypbYK/3IGRWdXkzJtSRtamiLekZFL1Y3SVma8OBA1V2bg1Sbab0fqmAyLQAAaI5a70eTuHBxvWBLmtWyYlc106q9r+XAN8vSj+XKIWVG5enxncX1nUNby42ydks/pgCGYxS1fYUqapivorZaistVygm7zmRUtKBWpR8AAAB3kla18Bj67KIKMdU1t4SDiGL6flMqXdSxIY3u0qjO72MZDGTaaOK116Ni2fiqbKa9IKUB7X3pErGT8rmCcoczKlJWJdjidTU1EleqBDecBZIaauVAxW5GpfoxLQQtyKgAAIBm5JVUiEm0UkllfI8m4kT/+ZR+ZrM/DpwtcMn7WQYqPJbemUCF56hUWmQ5LHdCjg4LFiUUZUZFrfRiObFWbYlyRS0yKsZARSdnbDggUYuT1Fb9aCFSqVVGZcuWLWKM/vnz50lv0bjz7rvvuurYAADAz0xbsJPWHM40a0aVftM/kVW9UV+cacprvsiyVN93lmXZRrmvkBrOoFg201bobJd+bGVLLHtjlOUXjmH4abWhb+U1BirqGRUOsJQrj+xlVJTRiQbiFOcDlddff52effZZ6tixIzVq1EhzTTcAAOC7lEEKS4wKlW/fMrAVvbXskNz0evhcIV324Xoxmv7fJy+yWU6xx9FeF34PLj3xHjvKYWs1lX5sZVos9xBSnkc5q8KZE/VARWf3ONVX/ejl95OOQXV5stpeP74YqLz//vv05Zdf0tSpU91zRAAA4JfUVrkkKAKVu4a1oU0ncuRg4c89Z8UJnXs/OGBIrMWSZXsbDCqN7NSQ1h/JMtt3iPFxWAYqlhNpJcoGVnuri7g8w9+XZUmJlSt6TSybfK/+5D86cq5INXiRelSkY7MsPU0e0EJ1Mq0WEhBOh5+BgYE0ePBg9xwNAAD4reziCqvHEqOrAxXONHBzqrREWVmmqe1ofalHJSk6VFxsiQoNpiHtk6weL1YJVJQlHlvsrS5SLlG2zPrY2gPot91naN+ZAtXnuRxUPewt0CoA6dYsll67srt8X2sD35wOVB555BGaNWuWe44GAAD81rZTuVaPJUSZZ0liw42FgKKyKrPgpK6BCg9jmzaqvfz42G6NqWOjGLPgQa33xJhRMc/KKJtmbbG1maFymbDlZoL2Mir2elc4ayQFdXJGRZHdscyuKMfmB/hi6eexxx6j8ePHU9u2balLly4UEmLewLRw4UJXHh8AAPiJv/eds5tRkVbQSIGJsmxT0/wTW6p3FCaKVQxn4+zJ61d2p16vLJebegtVZq3lmZp5nQ1U7AVWUhAhxSe6GjIqXDJTK5spVwLtTc8Xt1smRpneQ1vlHZdmVB566CGx4qdDhw5it+S4uDizCwAAgLP4ZLxsX4bV4xwgKMWY7vOJXtnUWttptVIQwEtzlYEKT5SNMgVFrEmDcLO9euz1uIQG2d6H6P/GdBDXylKLJWlFjhRE6RVBiNoQOH7MXlMwP7/rdJ643b91gtl7GG+bv9689BPgexmVr776in755ReRVQEAAHCFQxmFIvDgjIkyALEUbSr95JZUUEFZ9Um0oJalH2k5L5+slUFRi4RIs16TLk1i6VwN4+slagGN5MFR7Wnq4FZywGUvoyIFJXpFDKIMWuTvgQMVOz3BXJrioXmsWYNwq9KP5VJlrQ18czpQSUhIEGUfAAAAVzlyvlBcd2kaK0on645kUZskY5lCKcYUqBw5b766pbY9KtKJnzMq0vh6KVBhsyf3psyicurWLI7+O5ZlvTpHpRSj/Dpq7AUpTIohpHKOThGF6FXKPNyfohbASHR6PeWVGgOVuIhQlYyKnR6VAB8s/bz44ov0wgsvUElJiXuOCAAA/E6W6Tf+hjFh9NGNvem2wa1p1uTeVq+TmmktlVbUMqNiCgI4w9A62RgYcdOstJng2O5NxPwWy2XHPCVXyu44k1FxRKBlRkWvCFT01uWfni/9TTvSjKUdW9+j1EvD82CsAhXLw9VAcFKnjMoHH3xAx44dE8PeWrVqZdVMu337dlceHwAA+IGc4nJ5wBsHCc9P6KL6uugw9WyENHnVWXpFoMJlpy3PjBaBhlpvhrJJljMwlqPyHc2o1CTIokdFp+xRMRhU+2L+2H3W5tfLKiqXM04NIkNrLv3YuecTgcrEiRPdcyQAAOC3pB6Kmoa2SaUfS8pN92qbUWHJMbbfX5lRCQ4KsDmB1pE5KvZYrvrRKwITXsFjObelJssUq6mkjJQyllIbp6+l0o/TgQqXfQAAANwx7E05iVaNrX10bI2kr4lURlEbKW8vo8LD56Thadavs73qxxFSNkc6Np0io8KBldrKH0dJ2wwogxPLYMRsaxzyvlqHfdu2baNvv/1WXHbs2FHnA5k5c6b4cB5++OE6fy0AAPAt2UXG0o+96bDMsiRzTZ/mdSr9OBWoKDMqgQE2Sz/KXZ5rQ8p2VC9PJhlnUywHzDmKtyCQKAMVy+9dC8FJnTIqvGPy9ddfT6tXr6YGDYyjjPPy8mjkyJG0YMECSk5OrtVuzJ9++in16NHD6T8LAAC+L0fOqNS8X88bV3WnJ3/ZQ/+7rqfYPfmnbbYnttakyrSJnzQN1p5wRabEmFFRD1TqOntE6lGRVvfozUo/3KNSu++1U+PqSbsOL08O8MGMyoMPPkiFhYW0b98+ysnJEZe9e/dSQUGBGAbnrKKiIpo8eTJ99tlnFB8f7/SfBwCA+tSjYj+jwq7r14L2v3wJXdmrudwnUtvSj7Ss17GMSqB5j4qNQKWuqks/xvvKUg9nVKTZL85SLou2O/DN7HaA7wUqS5cupY8//pg6d+4sP8aj9Hn/n7/++svpA7j//vvF8LjRo0c7/WcBAMD3lVfpqNA05I1X/TgiMtRYEJCyGrUt/Ugn/SAnMyqi9KPol5FG+/dtWfdfuC0HvukUPSpc9nF0x2d7S7uV369lBsisRyXAB0s/er3eakky48f4OWdwqYiXM3PpxxHl5eXiIuEsDgAA1I9sCp88LUfm10RqXK1zRiXAuYwKl36UGZXOTWJo1o29zcbu15Z0LHq10o9eLwa41TWjolz1Y70pobY4nVG56KKLaNq0aXTmzBn5sfT0dLGr8qhRoxz+OmlpaeLrfPfddxQebhzpW5MZM2aY7SuUkpLi7OEDAIDGPDTfuCCjZWKkPOzMUVJWo9RFy5PtsVyerLzPtxvGhrskUJHiBilQ0SlX/egMtW6mVS7tDrA38E15LOSDgcpHH30kMhk87I1H6fOldevW4rEPP/zQqVVD3Jjbu3dvCg4OFpc1a9aIgXJ8W6ezjo6nT59O+fn58oWDHQAA8F1HzxfS1lO54vY9w5zfniXctGT4wNkC2pFq/DrOkLIVHHjUxGrgm6L0U9clyXb3+tFXP1epr32PinK+izKLYtX86+ubEnIWg8s1K1asoIMHD4rHuF/F2R4Tzr7s2bPH7LFbb72VOnXqRE8++SQFqew+GRYWJi4AAFA/bDiWLa4vSGlA1/ZzPkuuzGBc+fF/dHKm7Q1zeRVNSYXO7M9IGRV7Q88kygwKfy1l6cfW8Le6BCpy6ceg6FGpqv2qH2XWyP5kWu8HJ7UOVCorKykiIoJ27txJY8aMEZfaiomJoW7dupk9FhUVRYmJiVaPAwBA/ZSWWyque7eoXROq5YC4zMJym9Nln/t1L327MZWeGtuJ7hluzN5IU14dGXuvzKhwgKMMeKTMjitIgYNeZdVPFWdUHGim5aXIBzOMGz1KQhQ1HmWJzTKZpIEkihmnPllumG3RooVqWQYAAMBZ6aZApWkDx3oVawpUCsqMm++p4SCFzf33hPxYaYXeapibLdxAK+HgIUYZqLhwqbIUQ6jt9VMpelRqzqh8PLk3zbu1n9ljQYqIRFn6sbfXjxaCFqdLP8888ww9/fTT9M0331BCQoJLD4aHyAEAgP9IzzMGKs3jI2r15y0DBEdW/+QWVwczZVXG1zs7E4WzGsrdk22N069T6Udl9+QqHa/6qTmjwqUoy74Z5VA7Ze+w9fJk9ds+E6hwM+3Ro0epadOm1LJlS1GuUcLuyQAA4Kj80kqHNiN0lK3NCZUn+wpFRkIKbJwNNPj1ylU0rs2oSD0qxvtmA9/0BoeaaXkpsuUof7NAxWyOiu2vo4V+FacDlSuuuEITXcAAAOCbPlh5RJRffr53EBWbBr3VZcprz5QGtCstT9wut5FRKaowvo+ET/6cuZACG2cDDR71Lw15q82fdyRQsbXXT5UDGZXIkCCrJddmzbR2Nh7UQnBSp0DlxRdfdM+RAABAvceBybvLD4vbX/13kkorjIFFXeaPLLjzQhrw+goqKKuyOaG2wJS5keSWVFBSdFitMyoJkSFmGRVlo63LSz+G6sCEbzoyhZczJsqeGv6a5rNTqm9bhj1aK/04/cm2adOGsrONy8mUeGNCfg4AAMCW1JwS+XZGfhkVmzIdUXVY3sv9GJ0ax9ot/RSUVlmtDjK+vnY9Kt2axZkFV52bGN/fFQItR+jrzUOJQjsNw7YyKJabLiqfU8RB1oEKeZ/TIezJkydVV/3waPvTp0+76rgAAKAeyjXtkswOnyuUyxqRdZzoGm4KdL7ZeJIu6dqIgi2WG1uuBsoqMgYqh0xLeB1Z9cN4Jc2aw5k0ZVArUaLp1aKBWPZ7YZtEcpVAO5NpWVGZedBlS7CdQEV512CdU6m+pYGUisM/GUuWLJFvL1u2TIywl3DgsnLlSjGhFgAAwJbckuqA4WR2dXalrjsRS3NMNh7PoS//PUF3WUy5tSyXcKCy9nAmHc8qNv55B99/RMeG4iJZdN9gMfzNlSd0e3v9sEJHAxVFsGYZuNkbcOezGZWJEyeKa/7LmDJlitV8FR6p/84777j+CAEAoN7IKanOqCiDFEf22rFHGWgs3ZthFaiUmXphlKWfT9ccr/7zdegxcXXWobr0Y7xvq/TTrEEENYuPoM0ncpzOqNT189ZkoCLtjMxZE97tOCkpyZ3HBQAA9QiXXracyKHMgjKr5yJdMH5emZHhMfmWpHkpkqPniygxunpYXJFp9ZEWWJZ+9BaVmULTsfZoHkezb+pD/V9bQedNPTc39G9BEy9oarV/kdUKIGVwZdmjYvOOdzhdFDxxonqin7KRtkGDBq46JgAAqGfu/nobbThuvRCDRYbVPVBRrtpRCzqkJls+P/P5/8etp6lDo2j5+UaxtZuM6w72Vv0oSz9SOWdI+yRauD2d4iNDaMak7qQWnChXADm16oe8z+lc1xtvvEE//PCDfP+aa64RE2qbNWtGu3btcvXxAQCARuSVVNCPW9JqlX2wFaSwqNC6NdKy2IgQ+bbayh9pGfRIRX/J4XNF4npYh2Qa1NZ1zbCun6NiUG2mlco5L0zoSo+M7iD6ZWzt7eNMdSpAY820Tgcqn3zyidhBmS1fvlzsorx06VIaO3YsPf744+44RgAA0IAnft5NT/yym578ebdLv64rSj8NFRsRqs00kUo/iVGhNKpTdbDCbrmwpSZOyNa7JxvvW5d+Ks0ClbiIEJo2uj21SoqyubePMzT0UQhOh7EZGRlyoPL777/TtddeSxdffLFoph0wYIA7jhEAADTg7/3nxPUfe87SLCf+3OpD5+0+X5dhb2oZFdVAxZRR4Zkrcfrq17IQFw5rc+3uycYIhVcV2Sv92KLMqNhj+fXNNiUk73P6byc+Pp7S0tLEbc6kjB49Wv5GsasyAED9xb+518bUuVusHlNOdXVFRkW5qaHagPmyqupR+crNBFloDSd8rZV+CkxTdi1X8liyN9RNyaDx7IrTfzuTJk2iG2+8kcaMGSMm1HLJh+3YsYPatWvnjmMEAAANSFaUVxxlq5+Fl9ZKIl3Qo9K7RTwNaWdcjVphCkrUelQ4ULHM4IQGa+BsrCDFTdUZFVKdRaNc1aOmpkDG9mRa5T5AAb4XqPzvf/+jBx54gLp06SJ6VKKjjV3TZ8+epfvuu88dxwgAABpgtqTVQScyjQPV7GVAXJFR4ZPr9HGd5I37LCn39FFuJshCg1y3oaBrd09WX55sayWP1dfxoVkp9jgdxvJwt8cee8zq8UceecRVxwQAABqkPPFxMFDTiZKdzjVOn+XgQJldaarIqLiiR0XZm1KhEqhIk2nDg4OsMhEhGsuoWA5809uo27hraJvWNiV0+qdDOUrfMpoNDw8X5R+M0gcAqH+U5yweqhYXUXOgIg0ia9cwmnam5akGKq7IqDApcKpUKf3kmcol8VEhVqUOrfWoWI7QN9gIVEJcFKhY7/SjgeikLoEKj9LnoMSqS9j0GF8PGTKEFi9eLBpvAQCgflD+Zs89H44012baCFSauTNQ0RnEe/F7SH010iaEiVFhVn0zjmSGtDSZVhLk4Kqemlifz5W3vR+0OP1dcl9Kv379xHV+fr648G1emszLldeuXSuabNXKQwAA4LvKFZmKkgrHhr5JgUrLhEgKUZRclD0qnZvEuuT4pICDSz8TZ/1L9367TX4u27RrM4/NtwxM1JYza6P0Y77qp0FkiM1pvPWZ0xmVadOm0Zw5c2jQoEHyY6NGjRJln7vuuov27dtH7733Ht12222uPlYAAPAiqSHV1n46ajJNmYyGsWGm386NJ92OjWNEloXLLhe2cc1U2FCLgGPrqVx59UyOKVBJig6jrKIKTWdUrHZPNhgfT4gKlUtYzuz4LL6mE2Uirc1RcTpQOXbsGMXGWke//Njx48adKNu3b09ZWVmuOUIAANBcRkUZtDiSUeESjLTcVlqSvPyRYVSlN7gsUFDrNZm16ihd0rWRnJ2Ij+SMSoDdAEcrGRXTXsAklWYSIkPpOBXXKqNir2HZ7l4/GohUnP7b6dOnjxiVn5mZKT/Gt5944glREmJHjhyRp9cCAIAfZ1SkQCU63Cog4QyLK7MZlgEIe2vZIZrypXHgHPfUcFBiGdCEaHzgm8EUSTSIrN7tmYUFO55Riba38aO9OSq+GKh88cUXYgfl5s2bixU+fOHbJ0+epM8//1y8pqioiJ599ll3HC8AgM85lFFIP21Ns7l6wxfwsZsHKjX3qHAGRWpi5YwK7+7rTlzeUDuxpueViuuk6FDVwEQtwNHSwDe96eeGx/9HKMo9zmRUnBmqp61Poxaln44dO9L+/fvp77//psOHD8uP8aTaQFMHMq8MAgDwB1/9d5LOFZTRYxd3VB2wlV9SSZe8t1bcbp0URX1bJZAv4hKNcvVJvmmMuz25JRXiz0lNrH1aJdCZXWfcdoycCeBsibJEpZQYHWZV6uHXa2Fli/0R+mR6nEtXIVSar6tFRsWJ072y9KOBsKVWU3Y4ILn00kvFBQDAX205mUMvLNknbg/rkKzaFLojzdjQyY5nFvtkoFJepaP7vt1u9phlQ6q9RlpuAuUsxosTuoiT7XX93NcaEGInUFHLqGitP8V8Mq3xvpSJ48e5/HMmv0zcD3OqR8V2UGOws9uPFmK4WgUqK1euFJfz58+TXur2Mfnyyy9ddWwAAJrG/Q+Sfw6eVw1UONsiOWs6wfian7aeppUHzXdAlko6jvWnhMkZjfev70XupDaVViL1eCh7VLRW9lGu0LEs/QQEmC9RdmTVj3GVUzmN697E8b1+FFkULXw6TgcqL730Er388svUt29fatKkieZSZgAAnnIiq3oFxs7U6mFmSucKqk/o/1txmD5fd5weHNWO7hrWlnzFeUWwJcl2JKNSWL002VPUNiSUSP0dypH5msyoWM1RIePjAQFi1ZIz81/+fmQYHc8sciqTp7XTutOByieffELz5s2jm2++2T1HBADgA/iEqMwqbD6ZQ1fM+peeHd+Z+ilOChkWJ/nC8ir6ZM1xnwpUpF4JpfOFZQ6Pz5cyKt4mNZ8qMyrBLpru6t7JtAb58TgnMypcdkuIsh+kWGdUtBW1OP03VFFRYTbsDQDAH/GJmv+D59JBp8Yx4rFdaXn04Pc7asxG2NpkTqvUqilpOcaVNPb8vS/Dal8fd7N3XpWaT0MUmQgNnIcd2OuH5JJMA8W2Bc4MfHOG2RwVIt8LVO644w76/vvv3XM0AAA+IsPUb9I4Lpwu7tpYfrywzHw1jGVGRYub4NWkSiVSOZNfanfoW15JBW03lcOu75/i8UZURzMqWmRV+tGbMiqBxoF1knAXla0sm2nNelQCfLD0U1ZWJkbor1ixgnr06EEhIebr4t99911XHh8AgCZJjbFNYiNofPcm9MHKI+J+12ZxNntUJIVlju2ToxXK4+WeDt61t7hCR2fySqlNcrTqn9mTni+uWyVGUvP4SI9mI3Q2VrHIGRVFoKKFE7HtjIrxvvTdcE/omC6NaMmuM2ILAi7ruILWE3xOByq7d++mCy64QNzeu3evO44JAEDzlBkVPmm8e21PevTHXWaD0Cp11X0sLRIiKTWnRNwurdSJ57Q2EdUSZ0y4vFBYXp0l4uOOjwwTgYqt6bTF5VV08xebxe3uzRuQJ9kLPKSMijP73niD1Daj1qPSKimKfntwiEvfL8yihKS10o/TgcqqVavccyQAAD5EmnbaJC5cXKckGLMGRYrsA6964XNMcGAA/TltKK0/kkX3mHb05dfFu+g3YnfgSbpPLdxDH1zfi0oVAQl/P1JvBM9XUeLXncopllf7sBTFLsmecEP/FjTvv5OqzzkzIE0TA99UVv240isTu4mBhdPHdrK9KaEGUk4uCed5GM1ff/1FV199tSu+HACApnHPgNQoytkU5eTPovIqqxkqDWPCxPOXdmssL5HVevnn8Z93ixPl/d9vp+Jy84BEWhZbVmneu/LqH/vp0vfW0Q9b0uTHJvVuRp701NhO9NGNvWj+nReKvX2U1EbOa7HsIWV8pEDFoBj45ko3X9iSVjw63LrZWbnXD5FvByq8589zzz1HLVq0oCuvvFL0rwAA1HdcwuHpoHzClgZp2QtUGpmyLiwm3Pi6AoumWy3jpddKtjIq321KFde/7z4rrge1TaR2DY2BnKfwsV3WoykNbJtIO58fQ80UJ2G1jIplsKUFUkAiBVF6xcA3T9BCcFKn0k95eTn9/PPPYnPC9evXk06no7fffptuv/12io2Ndc9RAgBoyP6zBXI2RTppSwEIn/ik/hOpkbZRjHmgwvNFtJxRsbd54qNjOtC6I5lWJ3m1wIv7cryJyxaRoUF2B6RxP43W2N7rJ8Aj72/WoxLgQxmVbdu20X333UeNGzem9957T2w8mJaWJvb9ueSSS2oVpMyePVusHOI/y5eBAweKEhIAgJadyjY2xbZTrHhR/rYuTUdVm8waEx6iuoxZS2xlGeZO7UcPjWqvmlE5r7K6yVWrUuqCdxy21TQqNTZrvfSjlzIqHnp/8xH6Ab6TURkwYAA9+OCDtHHjRrFbsis0b96cZs6cSe3btxcR/FdffUVXXHEF7dixg7p27eqS9wAAcLW80gqzvWMs94zhjArLLjaevBOjlIGK8b9dLWdUihUrlyz3jbHVo6K2m3KsRY+INyiHojkycl4LpEVJUmbLIGVUvLFayftxiuOByqhRo0S5hzci5PH5nEWpazfwhAkTzO6/9tprIsvCwRACFQDQqgLTSVnZrKlc8lqpM5jtMJxo2rWXxfpARkW5yoebf6Wsg9SMKmUmyhXZCOkzUXLVQLK6iDUFhsbb3g+cnBr4JgcqBs/2qGggOFFy+Kdo2bJltG/fPpFNuffee8WGhNOmTXPZ8iXudVmwYAEVFxeLEhAAgFZJ2YO4iOqTIP8/KGVVqky7yucUGwOVJEWg4ksZlcSoUBrcLtEqOyFnVKrsZ1TUSi3ezKgkKP4eeHUQ41KWVge+SQOB9Z7uUbFx21ucCndTUlLo+eefF6t9vvnmG8rMzKTg4GBRrnn66adp+/btTh/Anj17KDo6msLCwuiee+6hRYsWUZcuXWw28hYUFJhdAAA8raDUeCJXbhDHpAFulVXGM0u2adhbglrpx4EmzqPnC+l0rrEfxpOkQW6RYUFmWQjppC/3qNRQ+lFbDuxNUYp+lbuHtaG1j4+kR0ZrMFAxZVQMKgPfPMFnm2ktjRkzRuz5c+bMGdG7wk2w/fr1c/rrcIZm586dtGnTJpGpmTJlCu3fv1/1tTNmzKC4uDj5woETAID3MirmgQoPdmOVpoxKdrF16Ufqa8k2lYXY7tN5NH3hblqwOZWOZxbJmx6OfnctDXljlbzXi6eUmOamRIYEm2VF5NKPnFHR2c+oaGzAmjL7z7dbJEZqYqCZJemQqueokIdX/WirmbbO4W58fLwIVLgBdsuWLU7/+dDQUGrXrh316dNHBCI9e/ak999/X/W106dPp/z8fPnCq44AADwtt8QYZMRFhKpmVKp0BrEiRirvJCkyKs1Nk1rTTJkS/q35tnlbaP5m4yTYse+vo4MZBbQ7zbhXDjueZQxePF364YyKsmwV4WRGRQvNq546ubul9GORUQnwwvcS4CvNtKmpqWKoW0169+4trtPT06lZs9pNI9Tr9aLEo4bLQ3wBAPAWDix4Doo0cVa19KPTy/0pnGWJVfSySLNF0nJKxA7DvV9ZLvcgsPIqPX294RSlKDby25WW79HBaVIzbVRoMN10YUuxX1GvlHgKNn1/UgBS7gMZlWmj29Pf+zPEFFZfIZV+pEya3sOlH61xKNzlks7dd99tN2PCGY7PPvuMunXrRr/88otDb84ZkrVr19LJkydFrwrfX716NU2ePNnx7wAAwINySyrlOSmNYqsHubFgUzMtBypSaYdniSh/E5b2BMooKBMTXJVBythujcX14YxCsTOxsjTkSdJ0XZ5Bwt/jjEk96Np+KaoBmXRClTZc1FqPStvkaNr1wsX0zHj13kctkn5epJ8NvZ8PfHMoo8I9I7x0mPtSwsPDRZmmadOm4nZubq54nlcEcUblzTffpHHjxjn05rzU+ZZbbqGzZ8+KnhMe/sari/h9AAC0aEdqrrwiJtSitCGXfvQGKiiT+lPMsy7Sn+Ng59+jWfLjQ9sn0X0j2tFfezPoZHax2dj9vWc8u3BAKllJjb+WpIyKFLA9s3gvbT6Ro8mMipaOo657/QR46P19cuBbYmIivfvuuyJY+eOPP8To/FOnTlFpaSklJSWJDAjPVeFsijN4LgsAgK+o0unpmUV7xW1uxLQkLU+urOKMijTsLdTqt2XecZmn2+5Irc6UvH1NT3ncO89fOa3IUHDpxZOkGS+25o5IAVqFKaPCOy3LzwUFyo+HaSCj4oukHhW9lwa+BfhiRkUSEREhdkjGLskA4I8OZhSKkg175QrrX8yCA00lEb1B7lFRrviRNI41BirS13rvugvkMhIHK7w8+Mj56gbaXNPX0kpGRcocVZiWYXMGgLNIUqlL+r600Ezri6TgQApU9H6+KSF+igAAHLQ33bgSh4egdWsWZ/W8PPBNp6+eSqtY8SNpqtjR13JPHOm2NMuEFZRVyWUAT2ZUbAUqnDVhUuZEGq3POjSOUR22BrUp/Rjve7NHRQsQqAAAOGjvGWOg0q2pdZBiveqn3HZGRdF/YhmoWPa02FtV4+6Miq3ST4jco2IMpqQR++9e25OaKYIwZFTquOrHSwPflLQwZwaBCgCAg/amG5tau6pkU8xX/RjMVv1YamoRqCiDmSSL10tD5KTZLZ4t/djoUZEDMoPZcuZ+rRKoQLGHUXSYU90FQOaZE6selYAALzTTeh8CFQAAB/DKi8PnCsXtLk1iVV9TvepHLy/xVSufNImLMAtEkhVZlGTFbBZe3iv1rngyo5JjCoqU819srfrhpclSRoWXM5/LN/anMGnuCjhHypxI5T69hwe+aSCJYsbhnyLe42fbtm3uPRoAAI3i5ljuG+H/xFMSzHtM1Pb64cFtLFxlaWyb5Cj5dpMG4WYn9D4t4+Xb3N/CJ39Wptip2N0BmbS/UHPF0DlbJS7p+5Qm10bb6GuBugx8Iy+WfsjrHP6JOn36NI0dO1aMvJ8wYQJdfvnlNGrUKHEfAKC+O51rHMDWKCbc5lwO5V4/UmChtkS3VWJ1oGLZBzK8Q7Lq0DTluHp3yiwqp7JKvThBKftNVJcnV+nlbIoUqLwwoSuVV+6h+0a29cjx1u/Sj/G+nFHx0Pub7/XjQxmVL7/8kjIyMmj+/PkUExNDDz/8sJihctVVV9HXX39NOTnWw34AAOoLaW+eZqa9etQo9/qRhqGprXzheRhTB7USI/hfuryr2XMNY8PFnBXWvlG0vL+OqzMq207lykuoldJyjAFZk9hwq4F2EulxzqaUmPYF4nIQf1+tk6Jo/l0X0tD25gEXOE6alyLt9UOenqOivK2BlIpTBcTAwEAaOnSomD576NAhsePxgAED6NNPPxWTaocNG0Zvv/222OsHAKA+4bknltkQmwPfdIqMio2T/YuXd6XNz4ymvq0SrJ6be2s/emhUe3r+si5yoKPMXNQVT8S9avZ/dNPnm6ye4z2IlKP+Hf0+pWF14MKBb17qUdGaOhUTO3fuLC5PPPEEZWZm0pIlS8SFPfbYY646RgAArzueWWzVX2IpWLEapsxORqUmnRrHiguTykxcjnGV+ZtTxfX+swW1ClTkZlodNw1LgQp6U1zFNDfQavfkQE8NfFNOpiXvc9lPVnJyMt1+++3iAgBQ35zIKnI4o8ID38pryKg4SupRcWXpJ6+kegUR74Cs7LmRNhdU7t5sKTTI+HoubxXVMMUWat+jwvGJwWDw/MA35W0NRCpYOwYA4IATWcaMCvdg2KJcDVOXjIqS3KNiGq7mChycSM7lm+8jdMoUqLRKslP6Ca4u/RSVG4MezExxfemH6U3BimczKmahCnkbAhUAgBrwXju5piyEvRO4tNcPBynSDIy6Z1RMgYpipH5dSd8LO5tvbJ6VpJp6cVrYLf0EySWuV/84IG4jo+I6yqZZnb46o4I5KgAAoOpEtjGbwqtx7PViSKUfabKrKzIqculHMa+krpSrfbIVt7m8JG0o2NJOiUvZOCst2462McUWaj9HRepP0csZFZR+AABAxYnMmss+ytKPNJXWFRmVuixP5l6ZLSdzxLXyN/Q8xTj+rKJyq/4Uzo7ER9oOPPh7sjxnSj05UHfKEo9e0aPijSKMTzbTSqt6LHFKKjw8nNq1a0etW7d2xbEBAPhMf4pyr59iU6DC80bqmq4Pq0Ogwqt7nvt1H93QP4VmTOohHuMgRbkRc1ZhudUS7JaJkXaPm5+LDAmiYkU56limsdkY6k6ZOSmt0FX3qHiqWUM58C3ABwOViRMnih9S6YOTSI/x9ZAhQ2jx4sUUH189ChoAoL4HKlJGpdC0MV94HbMp4mvIc1ScL/3MXn1MXM/fnEavX9ld/P+8PTXP7DWZps0T2SlTiatlgv3vk0WEBpsFKhjw5p7ST59XV8i3vVH60QKn/xUtX76c+vXrJ67z8/PFhW/z4Lfff/+d1q5dS9nZ2ZijAgD1xvGsmmeoqPWoSNkQby1PjlLsXiwNjFt54JzZa5S7He8/Y5yr0qFRTI1fW9mnwgHcoxd3cPr4QJ2tgCTAC5sSKndS9pmMyrRp02jOnDk0aNAg+THe84fLPnfddRft27eP3nvvPbrttttcfawAAB7HmeKTckYl2u5rpVU/xaax8lKQ4a0eFd63R8K7L3Mj8OpDmeL+FRc0pV93npHnoLA96fniulsz9d2hbQUq941oa7VnEdSerWXIgZ5ankzaKv04/a/o2LFjFBtr/UPMjx0/flzcbt++PWVlZbnmCAEAvKigtErORkh78NSUUZFO/rY2L6xN6cfZTQm5T0Y52I0DFS5JSat6BrdLkl8nrQQ6ct7YZ9IzpUGNX1/a1ZlhabJrceZELSgJDvRCRsUXA5U+ffrQ448/LkbmS/g2j9HnkhA7cuQIpaSkuPZIAQC8ILvYmJWICQuucamx5aofV2RUpK/h7F4/6Xnm81E4aJGaZROjQqlxbLjZsW4/lSuu2zeMpqToMKcyKtFhyKZ4ovwT5LFuWm1xuvTz+eefi4ba5s2by8FIWloatWnThn799Vdxv6ioiJ599lnXHy0AgIdJc0YSokNrfK1yrx+XZVTkvX6cDFRM802UGRVpfkqLxEi5f0UqUx03bRHQsXHN/SksIqT69BEXgUDFLUPflMuziAMV8gjzubQBvheodOrUifbv309///03HT58WDzWsWNHGjNmjNhdmXEgAwBQH2Sb+jw4C1ETqfQjcUlGJbR2I/QtMyocqPBSV8bZFGnkfbFpU8ETWSUOrWySJERVBydJMTV/NlD7MfqezqhobIK+c4FKZWUlRURE0M6dO+nSSy8VFwAAf8ioJDpQDpFKPxLXZlT0dQpUCkorqcDUO5MQFUpRYUFmpZ/TuTXvmqyknNDLXw/ct0TZ4z0qymZa8rFAJSQkhFq0aEE6HSYQAoB/yDbNGXEko2J5InFlj4qze/2olX5yS6q/Fymjwjsg8+aCchATGer0idQVARmYU2tiDfRUZ6sWohMFp/8VPfPMM/T0009TTk6Oe44IAEBDpL6ORAd6VCwzKlI2xCWbEjpZ+pGGt7U1zX5R9qgYMyrVv6fyyp/CUuMKoVgH+02ax0c4dTzggoxKkDf2+vHBHpWPPvqIjh49Sk2bNqWWLVtSVJR5PXP79u2uPD4AAK+S9sJJjKq59GN5Iglz4RwVbtDlfXrUTmCWSiqqaNdp40yUQW2T6FhmsQhUskzZoYToMBFU8Yh/zqhw+Uca/BYb4dhp4Yb+LWj36Xwa0TG5Dt8dONejEuDxD8z7YUotR+gDAPhd6acWGRVXzlGRlihLJRt7A+rGvLtWLvF0bxYnbp/MLqFdacbx+S1NfSj8tXKqKkRDLc+LYY4ObuPj+t91F9Tyu4KaqGUygjw2mVZbA9+cDlReeOEF9xwJAICWSz8OZFRC3JBR4R4VPlnw9mqcKakpUOEmWqmRdvq4zhQbbny9FKQolyBzQ21OsXFlU4Vph2VHSz/gXmpLkYM81kyrfttbavWvKC8vT8xTmT59utyrwiWf9PR0Vx8fAIAmBr45klGxzKC4okeFf7uVx+hX6GvMpry97JC43bFRDF3dp7nqcUtZmijTyp0z+cZptXwejFIMcgPvUcueBHuqR0UL0UldMiq7d++m0aNHU1xcHJ08eZLuvPNOSkhIoIULF1Jqaip9/fXX7jlSAAAP0+sNioxKzYGK5SofV2RUGAcqJRU6Kqms3pdHzcbjObR45xlxu08r4+71TRuYN71+fVt/+baUnZGWJvPgNi00T4K3Sz+kuO39nwen/xU9+uijNHXqVDEmnzcilIwbN07snAwAUF/klVbKw0HjHQpUXJ9RUe6rw8GKPdtOVa/GfPLSTuK6YUy42bJp5X5F0sqfVGm0vgOzYsAz1Mo8QX46R8XpQGXLli109913Wz3erFkzysjIcNVxAQBoZsVPg8gQq0ZZRwIVV2VUpH11pMmytuw/WyCunxnXWR5rzyc3Zd9JY0WgImVUUnOMgQoGt2l94FugX06mdfq7DgsLo4IC4z8GJR6nn5yMZWoAUH8s339OXCc7mGlwX0Yl2KFA5UxeWY3TZWMUq3riIo23t5o2JExyoA8HPEMteRLon3sSOh+oXH755fTyyy+LcfpS/Yp7U5588km66qqr3HGMAABeseaQcZf4y3o0dej14cHu6lExfp2SGjYmzDA1xSrLO/YCrZR484AGGRXtUJtCG+yFSEULmxI6/V2/8847Ynfkhg0bUmlpKQ0fPpzatWtHMTEx9Nprr7nnKAEAPIxX0Bw6Vyhuj+nSyKE/w7snK5couyqjIu2rU2ra6VhNlU5P5wtNgUoD80BlxlXdRfnq9Su7mz0eb8qoSHqlGBtwwc97VAJ8fI4Kr/ZZvnw5/fvvv7Rr1y4RtPTu3VusBAIAqE+bEfI0V/6Puo1pDL0jODip1FW5NqPiQDNtTkmFaPzl402ymPnSu0U87XhujNUKjr6mlUHs+cu60KTezVxyvOCejEqQn85RcTpQkQwePFhc6mLGjBliWfPBgwfFrsyDBg2iN954gzp27FinrwsA4KpG2vjIUKveE3vCQ4Oo0LQjsTN/zp5I09fhybS2FJo2FeQG2UCVE5raMtN2DWNoyQODKSk6zGoZM3iXWpUnyGMZFdIUh8L9BQsWOPwF09LSRLbFEWvWrKH777+fNm7cKLI03Pdy8cUXU3GxcTMtAABvUW7g5wzlLBVXL0+210wrBSqOjsCX9GjeAEGKrwx8C/TC8uQAHwlUZs+eTZ07d6Y333yTDhw4YPV8fn4+/fnnn3TjjTeKMlB2drZDb7506VIxk6Vr167Us2dPmjdvnmjM3bZtm/PfCQCAOwKVSCcDFUVw4snST5EiowK+Ty0rFuSVTQm9H6kEO5r5WLJkCX344YdibD7vmNyoUSMx8C03N1fMT0lKShJBx969e8VztcEBD+NJt2rKy8vFRaK2TBoAwJsZFeXMEpc104YE1xioFJp2P44x7e0Dvs2rPSoB6re9JdiZZcl8ycrKovXr19OpU6fEqh8OUHr16iUugXVYOqXX6+nhhx8WfS/dunWz2dPy0ksv1fo9AAAclWXaNTnBydki0iaAyjklrhr4VuZAjwoClfpb+gny1Ah90hanQ28OTCZOnOjyA+FeFc7GcBBkC2dzeIS/MqOSkpLi8mMBAJD2v2nmZJNpsSLrIU2HrStu0GW8e7ItUgNvtJM9KqBNar/3ByKj4j0PPPAA/f7772KvoObNm9udissXAAB3SzONlW9hZ8qrmhEdk2nziRyxksZVpFU/9ko/BaUo/dQn3uhH0eoC5WBvD1R68MEHadGiRbR69Wpq3bq1Nw8HAEAm7X9jbxy9mtsGt6aYsGAa0bGhyz5NR/b6yS2pXfMv+E6Piqf4bI+KO3C55/vvv6dff/1VTLaVNjXkoXI8VwUAwBt0egNlFhob95tajKOvCc9OuXlgK5cejyOrfnhAHcMY/PrBm4GK1nh1iyNe9swrfUaMGEFNmjSRLz/88IM3DwsA/Fx2UbmY8srZ90QXlnBqKyKk5mbaHFPzbyI2FqwXvFn6CbBx22cyKmVlZWJZspqzZ8+KQMOZ0g8AgNacN2VTOEjxbq+AUZRpNkqRqWHWlcupQZssf+y6N4vz2Htrba8fpzMqPNBt586dVo//8ssv1KNHD1cdFwCA10ib+zWK9X42RTltVlqCrFaqOptfKm4nWuzzA75v/ZMjaeF9g7yUUQnwvUCFyzQXXnih2JOH8bh7HvR2880309NPP+2OYwQA8KhzBcaMSsMY5/pT3EWajcJ7/VTq9FbP70zLpYKyKrEcukOjaC8cIbgalx4lcREhFBLkuU4NLWRR6lT6+fjjj2n8+PF0xx13iCXFXO6Jjo6mzZs32xzUBgDgS87LgYo2shPRiiFynFWxLO+czCqRywPBHjyhgfvoFa0RIR7+O60Xq37Gjh1LkyZNEs2wwcHB9NtvvyFIAYB6V/rRSqDCJypuqOWMCo/KtwxU8k0zVBq4aBIueJ+yhTNYI4213uJ0mHbs2DEaOHCgyKYsW7aMnnjiCTFan69592MAgHpT+onVRulHWf7hjIpeb6AbP9tI1366gYrLq+RAxVWTcMH7QoKqQ4QgDwcq5rsnB/heoHLBBReIwWy7du2iMWPG0KuvvkqrVq2ihQsXUv/+/d1zlAAAHpSpsYyKMlApKKukrKJy+u9YtpiA+9PWNAQq9VBocKD3goUA0pTA2vSoLFiwgBo0aCA/NmjQINqxY4dYEQQAUF+WJ2sro1K98ifHNIWWrTmcidJPPRTmop2360Gc4nyPCq/uUcOTZb/44gtXHBMAgNfoFVNptZhREYGKaWYKW3Uok5rHGyd5o/RTf4R6sSk6QGNzVJwOVL7++mu735ytQAYAwBdwtqLKtDY0WUOBSvUslUrKLTb/bft0rnGGCgKV+ln68TStzVFxOlCZNm2a2X1uoC0pKaHQ0FCKjIxEoAIA9WJpcmJUqMeXhdoTG1GdUQkOqs6oKMVFYCptfeHNQEVrnP4kcnNzzS5FRUV06NAhGjJkCM2fP989RwkA4OGlyVrKppj3qHBGpUI1g4KMSv0R5s2MSoD6bW9xySfRvn17mjlzplW2BQDAZ4e9aaiRlsWEWfeo9Ghuvv9LHOao1BveLf0EKG57n8s+CR78dubMGVd9OQAA7+7zo7mMSnWgkluiHqg0wByVemNMl0ZyCdLfMypO96gsWbLEagdkHqP/0Ucf0eDBg115bAAAXlyarLVAJUSeoyJpk2S+r09kqPeWtIJrdW0aRyseHeaVzJ4GYpO6BSoTJ060WumTnJxMF110Eb3zzjuuPDYAAI87VyANe9NY6Uce+FZFOr1xY8KEaPPftrUwRRRcp13DGO98nAHa+plyOlDRm/6BAADUFzyGfuH20zShZ9PqjIqGm2mLyqrE7YTIUBrfown9sfssjerU0MtHCPVRAPnopoQAAHVRVF5Faw9n0sVdGmlit9/P152g/604THPWHSfpdzHNNdOaMirHM4vFNW//0rZhNL1yRTfq3SKeru+X4uUjhPoiwCylQr4RqDz66KMOf8F33323LscDAH7gsR930dJ9GfTQqPb06JgO3j4c+vdolrhOyykVAYAWMyrSwDdJh0YxFM0rgcKIbh/S2mvHBfVPgFmcEuAbgQrv4+MILdSyAED7OEhhs1cf1USg0kCxrJeH0vLOtY3jtJlRkQxqm+S1Y4H6LYC0xaFAhXdHBgBwVT+IJFAjv9xkK/bOYZU6g6am0rJoi0BleMdkrx0L1G8BGtvrx+F/icePHxdLkQEA6uJktrHHgpVX6eUNAL3J8hi6NzOfT6IFHDi1TIwUt8NDAmlA6wRvHxL4RenHhwIVnj6bmZkp37/uuuvo3Llz7jouAKinTmWXmN1/dvEeuvaTDfKyYE/jX8AsA5VPbu5DWvTpzX3o2r7N6ePJvSk8BDNTwP18KqNimU35888/qbi4+jcjAPAvFVV62noyh6p0errnm23U9uk/afOJHDpwtoDScsyDkeyicprx1wHq99oK+vCfo2bPLdt3jjafzKHFO9LJG4ordFRaqZPvPzCyHTVrEEFa1KlxLL15dU+6qJNxaimAO2ggNjGD5ckAUCufrTtOby07RMM6JIulxmzmXwdo9+l80Xvy57QhYmCVTm+gGz/bRIfOFYrXSNmLBy9qRz9sSZPnllRxF6sXSMfD5ZSl04ZRq6QorxwHgFYEaGzVT6AzzTWWq3qwygfAf3GQwqQghW1PzRMBR4VOT6sPGR/fkZorBylKl3RtTD/dM1C+X1BaPRrek7KKjIFK49hwBCkAgraaaYOdKf1MnTqVwsKMswXKysronnvuoago898+Fi5c6PqjBADN4d18CxUreCwdOVckrreczJUfG9+9Cf2x5ywNbZ9EXZvGil92/m9MB3pn+WHKK6n0akYlWWNzUwC8JUBjzbQOBypTpkwxu3/TTTe543gAwAfo9QYqUfR1TB3USgxvW7AllbKLKuiL9Sdo0c50OldYJmdWXrq8K00Z1IpeKCij2IgQOSMrzTDJL/VuoJIUjUAFQCvBSa0Clblz57r3SADAZ+SWVIjeE/b4JR3prmFtxPLZ+0a0o/MFZSJQ4WZbKUhhk3o3Ux1Nz0GLFgIVZFQAVGig9qOtiUYA4BOyiirkbMj9I9uZDUfjQGRIO/OpqZN6NZM31bM1Gr6gzL2BSqVOT3d+vZVeXLJP3F9zOJNOZhVXByrIqABYD3wj78OqHwBwGi83tlcu+eq2/iLrkhgVSuuPZlHPlAY2v1ZYsDHI4QyMO20/lUvL9xtnP43u3IimfLlZjMpvalqKjIwKgHVwooGECgIVAHDO0r1nacGWNHGbAxE1QYEBchAztL39Ue+hUqCi03tsIu6H/xyRR+VLA+gQqABoJzhRQkYFABx2LLOI7vl2u3xfGuleF6Eeyqgcy6wOVDadyLF6HoEKgPXsFJ+aowIA8Pc+820zOjaO9ZlApaY9hRCoAKgsT/Z+nIKMCgA4TtqPJzCA6IKUBqJJtq5CgzwTqEiD3WxJjMLyZABLGohTkFEBAOezEs9d1oUW3jeY4m30qNQmo1Lu5h4Vnu+ixI20l3RtZHUcAKAt6FEBAK/OHFGWfngCtru25pAyKjwRt13DaBrXvYnYfJDHwdwzvI1b3hPAFwWg9FNt7dq19NZbb9G2bdvo7NmztGjRIpo4caIX/3oAwJ5M08m+YYz50La6CAsKkm/zKpzQ4AC3zFDJLjZmVL6c2o8aKYbOfXZLX5e/H0C9aaYN8H7xx6u5zuLiYurZsyfNmjXLm4cBAA7iqbPuyqi4c4lyem6pmKTLOyQ3xJ4+AHZpIDbRTuln7Nix4gIA2ldcXkXFFTr3BircUBvmvhkqrRKjNPEbIoCWBWjsn4hP9aiUl5eLi6SgoMCrxwPgT6Qej8jQIIoOc91/HTwcji+c8XDXyp9DGYXiunWS+W7vAFBT6Ye8zqfa3GfMmEFxcXHyJSUlxduHBOA3zrtx8z53L1HekZonrnlJNQA4DgPfnDR9+nTKz8+XL2lpxjHeAOBeer2BHvtpl7jdJM51jbTWY/SNpaW64JVDaw9n0tHzReL+95tSaem+DHG7V4v4On99gPouAKt+ai8sLExcAMCzftyaJu+JEx9Z99kpNmepuCCj8tvus/TQ/B0iS7Po/kH09KI98nPdm8XV+esD1HcBpC0+VfoBAO/YeipXvs3zR7Rc+lm0/bTxa+n09NzivfLj47s3oYjQ6qXQAOBARoX8vJm2qKiIjh49Kt8/ceIE7dy5kxISEqhFixbePDQAUEjNKZFP9pf1cH2gEubC/X5OmjI/bLupN+Wda3rSVX2a1/lrA/iHgOpbAX4eqGzdupVGjhwp33/00UfF9ZQpU2jevHlePDIAUEo1nfzvHNbGLct7q3tU9HXuT5H2I5IMapuIIAWg1hmVAP8OVEaMGCH+YwEA7TqWWUQZBWVib5y2ye5Z3uuqHZSLyquoxDTrRdIyEUuSAXwZelQAwK6Nx7PFdf/WCRQTHuKWT8tVPSrSEmql5vERdfqaAP4mQHnb+wkVBCoA4FjZp33DGLd9VK4q/ViWfRiGvAE4R2vTm5FRAQCHGmlbJka67ZNy1fLk8wXGjEpSdPUYA84EAUBtMyreD1p8aoQ+ANjfIfjzdSfokq6NqE1ytMs+qvS8UnGdEu/GQMVFpR8pozKkXSLFRYSIgEUZtABAzTQQm5hBoAJQT8z99wS9sfSguJycOd5lXzenuEJcJ0S7ftCbJCwkyCWBCjf9skax4TR9XGeXHBuAX+/1Q96H0g9APbH/TIHZTseukldSKa4bRLinkdYso1KHHhX+nv/ed07c7tTEff00AP4kQAORCgIVgHoiMLD6f5Sz+dZNpbXBGQ5e8uuu0fmuWp7MexHN+OuAKFPxpomXdnX9UDoAfxGAybQA4A7pucZeElZYZsyC1FV+aaX8H1esGzMqdZlMy3/m5i820aYTOeL+ixO6YlQ+gIugmRYAXN70ygrLXFP6ySsx9qdwY2qQImOjpeXJv2w/LYIUPry7hrWlcd0bu+EIAfxHgAbKPUpopgWoB3R6A2Uoyj0FLsqonDMt902Mcl/Zp66rfvadyRfXdw5tQ0+N7eTyYwPw5yxKgAaCFvSoANQD5wvLqEpvcHlG5XSucYZKSoL7libXdY5KRn65R44RwC/nqJD3IVABqAfScqrLPq7sUTlt6ntx9xj6ujTTSrNTGseGu/y4APxegPdDFZR+AOqB45lFZvcLSuueUeENQ9cdzRK3W7l5Y7/aLE8uqagiTiJJK5waxyFQAagnsYkZBCoA9cDxrGKz+9KS4rpYdySLdqXlUXhIIF1xQTPyTEbFfOdjW87ml9Kkj/+j0kqdPOcFgQqAa2DgGwC4LaPSKNY4Lr60wrETvi0ns4rpxSX7xO0b+7cUs0m0VPr5YOVRkUmRghTOyCS4cc4LgN/OUQkgr0OPCkA9cDzTmFHp1jROXJdU1i1QefznXSJLkxAVSvcMb0PuJs1RKavU06pD5ynXNLZfTXZRuViSrNQwNsxs4B0A1F6gIjrp1DiWvA2lH4B6sBmhtMNxt2ZxtPLgeSqtqKpTNmXLyVxx+9vbB1BDDzSpSj0qG45ni0vnJrH017Shqq/dnponMi/RYcFyicvdzb4A/iQpOpSu6t2cosKCqHeLBt4+HAQqAL6OgxRemhwZGkStk4xNryV1KP38seesuB7WIZm6NPXMb1NS6Udy4GyBGIuvliU5lW3MHg3vmEy3DW5NS3am08Re7u2hAfC3OSrvXNuTtAIZFYB6UvbhIIWDlboGKofPFYrrgW0SyVMsAxVpaXSLROvZKKeyjdmjlgmR1KdlvLgAQP2FHhUAH/evaQlxu4bRFBkaXOdmWikQaKUSJLi79GM5xE7NKVOZy91LpgFAGxCogNfxvA6tyi+ppB+2pLpsgJqrcXlk8c50cfvKXs0oMsyUUamsqvXfxQnTUueWHgwE1DIq5wuNE2dtlX7Usi0AUP8gUAGv4n1a+r++kuZvTtXk38Tn64/Tk7/soYmz/iUt4YbXEW+toitn/yeW6EaEBNHgdkly6ae2GZXVhzLlHZPbNvRuoJKpEqhU6fTyLtEtEagA+AUEKuBVT/y8W5yQpi/co8m/if+OZYvrY5nF1OeV5ZRjZ9msJzcgHPH2ajqZXSIGsrGeKXEUEhRIUabST3F57QKVJ37ZLa454AkLNgY9niAtT66p9JNZVC4ah4MDA6hRDCbRAvgDBCrgVXUdTOZufEKUZBdX0A9b0sjb1h7OtHqsb8sEcR0bESKueWJruYNTXpXySoyBmLsn0VoKDbIOis6bdm5WkgLF+KhQzE0B8BMIVMCr9BruT+F+jU0ncswe23LS/L4n8dj45xbvpZd+M06MZV2bxlJiVChN6NlU3I8JCyYptpJKOM70u0geuKgdeZJq6afIOlDJLTZ+T5hCC+A/sDwZvEq7YQrR+yuPyLffvLqHKFPtP1PgteOZtmAnbVYETnxM1/ZNMXsNzx2Jiwih3JJK0Qjc0InySE5JBVXqjH8jydHuHZnvUDOtWkbFlPGJjzJmjgCg/kNGBbxKwwkV+tFU5umZ0oDGdmss9rzIKCgTI9w9jVcdKYMUJg13s9TAtOdNnhMZFe57OXreuF9QUnSYauDgqR4VaamyWo9KjumzT4zybCAFAN6DQAU0U/rR0jJl7oU4k288UX57e3+KCQ8RA8bYgbOFdL6gjL5cf4KOmTYDdLe1h42zUpTa2AhUOKPCuEH5rWUH7X6uPIqeV17d8NlGun7ORvFY5yYx5GnSaiVp3x6WVVRBt8/bIo5/b3o+XfvJBnrxt/3iOWRUAPwHSj9e9su207RoRzp9dGMvsRvskfNFdLmp38AfKM+hvCFdhOKE5U0/bjVmU9omR4kghXVtGidW2tz0xSb5dS03RNKKR4eLFTe1xQ2sM/48SP1aJ9DVfZqrvmbbKePeO+0bRovgaMqgVpRoozzDPSuMMyR8ubBNIg1tn2z1Og4A+HuxzNT0ahHvlZHd1cdlHF7Hx877Fm04lk1PLdwj72fE0KMC4D8QqHjZ//20S1x/+M9R+mL9CXG7WYNw6mNaxVHfcclBUlBWqYlAZc/pfHpz6UFxmwMCyZD2SfI+OMopru2f+Ytu6N+CXp3YjYIc3MGXG1f53Mwn6Nf/PEA/bjUGrBd3bUSxpsBIGVAcOW8ca3/LoFZ0TZ/mFB5i+3Pikzyf4CUrD5ynBZvTxAZjr07sLso6v+5MFz0van/25gtbkjdc1Kkh/XPwPN10YUvq2yqervlkg3j8h61pZkGKtOoHAPwDSj8uHmX+3zHrFL0jpP4AdjKrRKTkr5+zgZ782TjXor6Sdr9l2UXen1HCft99hjh+4hPnTQOqT9oXd2lk88/wwLpvN54Sf2/F5VVUUlFFH68+SmkWJ1jGz02a/R+NfHu1uC2tLKrQ6WmVIsBgqdklNPb9dbTuSJY81t5ekMLaNow2uz/vv5MiwOJgaOH203JgrMRB0+zJvWnptKGUHOOd/o8PbuhF827tR3cMbU39WiWI++zXnWesXpuAQAXAbyCj4iI8tGzy58aSwKFXL3VoWFalTi/fPpRRWP2XEhRAqw+dp43Hc8Tl9UndHf5N3VG8dJVPrFxmSjH1Xtj6zX9baq5Y8TK6c0N6ZnyXOr8393Y0i4+gUZ0amgUqJ7OLXb5brzJzURPO6Fz2wXr5t/dRnRuazergUssz4zrT8gPn6M6hbcRW6A8t2EFpOcZJqV9vOEk/bzst/vzQ9kn0++6z9Pm6E7T1mdHy11mx/xy9s/yw2B2YPfD9DnlvHWkyLM8w4SwKr8Dh3pH0POPXDwkKoE6Na/58LunamJbsPEMGMtC/R40D6yScaVl7JNMsMP7x7oHUrVmsvE+Qt0SHBdOIjg3l+0PbJYml1oqkmwyBCoD/CDBoqYPRSQUFBRQXF0f5+fkUG+vaExx/LPzJSCcYvr89NZc6No4V/6FaWrYvg+7+Zpu4vf7JkdQ8PtKhuRgDZ/xj9XjTuHC5kZNtfXY0ZRWVi2bHe4e3pbuHt6WNx7PFiau2JaJHftgpSg387bVNjhZfM7e4QpxA37qmpxwY8Yn3MVN5ip2YMc6hk74t3Gtx1ez/xO3Nz4yi/q+tNHt+30uXUJTK5+uojPwy+mTNMVE+4DHzD8zfLn475+W24aFB9OoV3WwOCuNA4/lfq2eULHlgMPVo3sChoK/vq8vlpb2WeLz9soeHUVhIIA2csVL1xMs7APNnw5/7u9f2pNmrj9FBU/DKf8/z77xQZDqc2X+HszHD3lolbvdoHke7T+dbvebY6+NcHgS70pUf/0s7UvPk4EQa+PbHQ0NEzxAA1P/zN0o/Ntz1zTbxn7z0HyOnn6+avYHu/marzb4GyTmV+Q9/7jlLP5kaNLk0cMdXW+jWuVtUv5YySGE8u+OV3/eLPV1m/HVQrDjh37T5eI6aehectXRvhrjmkyY38HIw8tqfB2jhjnQRkEm+2XDSaggXZylqG9/+tqs6jc9Nkpa6vrCMFu8wbrJXG28tOyRKHePeX0ffbTolGnS5bMLf1/ebUqnN03/S/d9tF9Ndpe+BM1uHzxXKJ0R29/A21L2ZYydCXmVzQYrtgIanxL6wZC+tOHBONUjp2CiGvpjSl664oKno2eHeESlIYdf0TaG+rRKc3iSQN+3jQXAcKL1+ZXer5x8d00HTQQq7rEd1Y/m47o3l2x0aeX5lEgB4B0o/Nizff05c935lOd3QP4V2pRkDEctUOiur1NFHq6pr/pmFZWIPlr/3Z9ADI9uL8sZ9320Xz/Fv97tO59GKA+a9CPbc8uVms/sbT+TIq2X+3n+O2jV0/D9tzsTwrrRV+uqyk71BW5bZh193nKEP/zkiTnDcmNkqKZLaN4yxO3eDN5LjbAGfaLncVH0s6lNeH/5hJ03sVbsR7ieyiuR+jx2mfXAscb8GX/h7mHNzH9EjMmftcfn5T27qQ5d2qz4pOmJIu2TacrI6wJPmnEg7Ea86lCkubGTHZHp+QldxmxtcpaFsMyf1EFsK8N+phMtLXGaqrf9d21PsjcN9LTdd2EJkyLh8dW2/FI/u5VNb1/dLoe2nckUgePPAluLnnv9u6rLKCgB8C0o/NrR66g+bH9rJmePl2wczCsSKCv4tXvLyFV3lEsITl3akyioD/W/FYXH/qbGdRBDzlymjoTSwTSJtOJ4tD8Aqr1IPJu4a1kY+sfZu0YC+v/NC1QZLDg7OFZTRGFMTKDdqcqaoJvzevBMvlyAGz/yHiit0YqdaZS+F0u1DWtNzl1X3rnDG59O1x6mkQkcvTOgiSkz2Nh3s0iRWrKhRBgu2Jq9yv0ZMeLDZyphT2cX00PwddNuQ1mKFyxJF1qY2Vjw6zKngTzquS/63VgRuV/ZqTvP+O0GzJ/ehjo1jxKogCZdx/n5kuM1hbZzluW7ORtFD8vVt/UVWxHIVEACAP5V+NJFRmTVrFr311luUkZFBPXv2pA8//JD69+/vteNRNrnawys6Ln1vndXjPA9FwsPBdqZV/6Y98y/jsldLr13ZTfQpPPLDLpHB4RP0k7/sNlvxwPMxeGO8rxRB0fbUPJrx5wF66Ypu8mNn8krp6w2nRK9GbXCAxMtEL3h5ubjPvRHjujcRfRNqeFk1l0m4MZczMLzcdrHpuDmQUivxKF3Xz/j98ooZZcDHDbw8CIw3AuQVNxekxNPVn/wnjq9ZgwiaeVV3MR+EX7frdL4omViuzHnr6h707OK9ZkHfHUNai8BCLVjkAIJ7dpzFx7Pm8REiYOQeGw7elPvx7DON3l/56AgRfNjC/T/f3zGAdAaDT2Q8AADqfUblhx9+oFtuuYU++eQTGjBgAL333nv0008/0aFDh6hhw+oVAJ5spuVx5d1f/Nvm83yi494V7ntQ07dlPG01DejiujqfEC0/ZWVWhFPyXEax9OmaY6InhS2+fzDN35QqZkqoUTbw8m/2h87VrndFDfc58CCyKRYlKEs9m8eJ3XulpbRsUu9mov9jb3r1HjmTejWjRTvTKT4yVGRthndIlht0edAaBx6OGNA6QZRv/lMEQspyC9v94sUig8VNwvz5cEAlrXKateqo6GlR+u6OASKb5Er83vz3+PjFHal7czSAAgAUOHH+9nqgwsFJv3796KOPPhL39Xo9paSk0IMPPkhPPfWUVwIVXmrc77UVTv+5NslRdDyz+iRpC/cdcPqfMzfcXMrNktLYc8vlso8s2EmXdGssMg6frztOr/5xQPVrcknhwMuX0uaTOXTjZ9WTUy1x/8U939Zc/lF6elwn0Sfx+M+7RdbjvesuoHEfrDNr+LQlPCRQNLQqfXZLXxHU8J40ar0t/Ln8tPU0Pb3IdrnIUcoynRp+r7/3naPeLRuIRlfOjAAAgHv5TOmnoqKCtm3bRtOnT5cfCwwMpNGjR9OGDcaplErl5eXiovxG3YGbY2ujd4t4m4EK//b/6c19RGYlOjxYbga8w06jJPcmfDG1n3x/WIdkIkWg8s41PeXJtrw0tp2iF0LSODZcbKTHpg5qJRoRY8ODqaCsSvSivHh5V5FV4AwRlyjevfYC4kM7llks+kp4Fcqozo1ExuPta3rKX/e2wa3pw1VH5Bkilnq1aCBW0UhBCjeQ3jeynRjXzvNTbC0RZvzZcPkrIjRQfF7cY/Pm0kP0jaIR1xHSKHl7+L3G92ji1NcFAADP8WrrfFZWFul0OmrUyLyvgO9zv4qlGTNmiAhMunDmxR3Kq6oDFW4G5T4LR9gbPc4lEM4g8Ojv2q5Y4CWZ39xe3bvTv3XNM1QmD2ghZp8suOtC0djLZk3uTSM6JtOHN/QSo9954Nf47k3o48m9RfMnN5Ly0DAeVLbt2dGqPRu8amTdExepZoLYiA4NqaFiwumdw9qIFU/3j2xnN0iRcGDETamTejcXe+3wlFjJ7w8OETv8WuJATMKZEf6eAQDAt2mimdZRnHl59NFHzTIq7ghWpCxAo9gwunVwa9HXcLVp3xEl7i35dmOqfF854ZVnV/D8DNapcQxd08c1x8nNo/89dZHIgPD7LbxvEE362DhATQ2XM/ikzxvTKb+GcpM63t+FgxdLHFAEkv2ggoff8cAzS+0bRdOcW/rSD1tSaeIFzWiA4v1rg4+fgyJuruWAjYOup37ZTa2SjOW2we0SRXbo6XGdxY7MNY2ZBwAA3+DVQCUpKYmCgoLo3LnquRGM7zdubD3HIiwsTFzcTcqoSCc7Hra1+rERNOLt1WavG96hoZirws2b/Bt8fGR1doGbPLmksDM1TzRoOpJFcFTTBhHiIpWblM27lngiqTvNmNRdlI74uluzODF/Zt+ZfBrbrbEIkOwNQnMGb1b4z/8NF1+T+1q4Z4ezQFy+4lVWcabP3t48FwAA8D1eDVRCQ0OpT58+tHLlSpo4caLcTMv3H3jgAa8dl5RRCVcsD+Xf3Hk/FGn1yv+N6SD2vmmdFEkf/XOUHhzV3my0PMcls27sLeZi1GXkvCO4pCTh8g0Pl+MgaUKPpqLE407cNyN6Z0y4n0Sa2+JqvNeOkjRq395eRQAA4Nu8XvrhUs6UKVOob9++YnYKL08uLi6mW2+91WvHJDXT8ooVyxUzvMkcN5JKszC4n+O96427vEpLb3nZMvdiMHcHKeypsR3Fzs1TBrUSmQzO/vDJW+vj0QEAADQfqFx33XWUmZlJzz//vGigveCCC2jp0qVWDbbeyKiEWfQ58BwO7oOwh1fG8JRWbpr1FA6WeF6I1KTL2R8AAID6wOuBCuMyjzdLPZa4GZObYblx01nci+LJIEWCvU8AAKA+0kSgojU8iZUvAAAA4F1YIgEAAACahUAFAAAANAuBCgAAAGgWAhUAAADQLAQqAAAAoFkIVAAAAECzEKgAAACAZiFQAQAAAM1CoAIAAACahUAFAAAANAuBCgAAAGgWAhUAAADQLAQqAAAAoFkIVAAAAECzgsmHGQwGcV1QUODtQwEAAAAHSedt6TxebwOVwsJCcZ2SkuLtQwEAAIBanMfj4uLsvibA4Eg4o1F6vZ7OnDlDMTExFBAQ4PJojwOgtLQ0io2NdenX9jf4LPFZahF+LvFZapG//FwaDAYRpDRt2pQCAwPrb0aFv7nmzZu79T34B6U+/7B4Ej5LfJZahJ9LfJZa5A8/l3E1ZFIkaKYFAAAAzUKgAgAAAJqFQMWGsLAweuGFF8Q11A0+S9fBZ4nPUovwc4nP0p18upkWAAAA6jdkVAAAAECzEKgAAACAZiFQAQAAAM1CoKJi1qxZ1KpVKwoPD6cBAwbQ5s2bPf83o3EzZsygfv36iWF7DRs2pIkTJ9KhQ4fMXlNWVkb3338/JSYmUnR0NF111VV07tw5s9ekpqbS+PHjKTIyUnydxx9/nKqqqshfzZw5UwwvfPjhh+XH8Dk6Jz09nW666SbxcxcREUHdu3enrVu3ys9zW97zzz9PTZo0Ec+PHj2ajhw5YvY1cnJyaPLkyWKORYMGDej222+noqIi8ic6nY6ee+45at26tfic2rZtS6+88orZyHN8lurWrl1LEyZMEMPM+N/z4sWLzZ531ee2e/duGjp0qDhX8ZC4N998k+olbqaFagsWLDCEhoYavvzyS8O+ffsMd955p6FBgwaGc+fO4WNSuOSSSwxz58417N2717Bz507DuHHjDC1atDAUFRXJr7nnnnsMKSkphpUrVxq2bt1quPDCCw2DBg2Sn6+qqjJ069bNMHr0aMOOHTsMf/75pyEpKckwffp0v/ysN2/ebGjVqpWhR48ehmnTpsmP43N0XE5OjqFly5aGqVOnGjZt2mQ4fvy4YdmyZYajR4/Kr5k5c6YhLi7OsHjxYsOuXbsMl19+uaF169aG0tJS+TWXXnqpoWfPnoaNGzca1q1bZ2jXrp3hhhtuMPiT1157zZCYmGj4/fffDSdOnDD89NNPhujoaMP7778vvwafpTr+v+yZZ54xLFy4kKM6w6JFi8yed8Xnlp+fb2jUqJFh8uTJ4v/h+fPnGyIiIgyffvqpob5BoGKhf//+hvvvv1++r9PpDE2bNjXMmDHD0383PuX8+fPiH+SaNWvE/by8PENISIj4z01y4MAB8ZoNGzbI/5gDAwMNGRkZ8mtmz55tiI2NNZSXlxv8SWFhoaF9+/aG5cuXG4YPHy4HKvgcnfPkk08ahgwZYvN5vV5vaNy4seGtt96SH+PPOCwsTPxHz/bv3y9+Trds2SK/5q+//jIEBAQY0tPTDf5i/Pjxhttuu83ssUmTJokTI8Nn6RjLQMVVn9vHH39siI+PN/u/kn/+O3bsaKhvUPpRqKiooG3btok0nHJMP9/fsGGDNxJePiM/P19cJyQkiGv+HCsrK80+y06dOlGLFi3kz5KvOS3fqFEj+TWXXHKJ2Oti37595E+4RMYlMOXnxfA5OmfJkiXUt29fuuaaa0QpsVevXvTZZ5/Jz584cYIyMjLMPmce480lXuXPJafa+etI+PX8f8GmTZvIXwwaNIhWrlxJhw8fFvd37dpF69evp7Fjx4r7+Cxrx1Wf24YNG2jYsGEUGhpq9v8nl+Bzc3OpPvHpvX5cLSsrS9RllSdOxvcPHjzotePyhc0huadi8ODB1K1bN/EY/0Pkf0D8j83ys+TnpNeofdbSc/5iwYIFtH37dtqyZYvVc/gcnXP8+HGaPXs2Pfroo/T000+Lz/Shhx4SP4tTpkyRf67Ufu6UP5cc5CgFBweLINyffi6feuop8UsD/4IRFBQk/m987bXXRN8Ew2dZO6763DIyMkT/kOXXkJ6Lj4+n+gKBCrgkG7B3717x2xY4h3dInTZtGi1fvlw0xEHdg2b+LfT1118X9zmjwj+bn3zyiQhUwHE//vgjfffdd/T9999T165daefOneIXEm4QxWcJnoTSj0JSUpL4zcFyZQrfb9y4sUf/YnzFAw88QL///jutWrXKbCdr/ry4lJaXl2fzs+Rrtc9aes4fcGnn/Pnz1Lt3b/EbE1/WrFlDH3zwgbjNvyHhc3Qcr6Lo0qWL2WOdO3cWq8uUP1f2/o3zNf+dKPFKNF6F4S8/l4xX4HFW5frrrxcl2ptvvpkeeeQRseKP4bOsHVd9bo396P9PBCoKnB7u06ePqMsqf0Pj+wMHDvTG349mcY8YBymLFi2if/75xyoFyZ9jSEiI2WfJtVM+YUifJV/v2bPH7B8kZxZ4OZ7lyaa+GjVqlPgM+LdV6cIZAU6vS7fxOTqOy4+Wy+S5x6Jly5biNv+c8n/iyp9LLm9w3V/5c8kBNgeREv4Z5/8LuI/AX5SUlIieCCX+RY4/B4bPsnZc9bkNHDhQLIPmXkDl/58dO3asV2UfwdvdvFpcnszd1/PmzROd13fddZdYnqxcmQIGw7333iuW161evdpw9uxZ+VJSUmK2rJaXLP/zzz9iefLAgQPFxXJ58sUXXyyWOC9dutSQnJzst8uTJcpVPwyfo3NLvIODg8XS2iNHjhi+++47Q2RkpOHbb781WxrK/6Z//fVXw+7duw1XXHGF6tLQXr16iSXO69evFyuy/G158pQpUwzNmjWTlyfzUlseH/DEE0/Ir8FnaXsVH49c4AufZt99911x+9SpUy773PLy8sTy5JtvvlksT+ZzF/+sY3myn/jwww/FCZbnqfByZV7HDub4H5/ahWerSPgf3X333SeW0PE/oCuvvFIEM0onT540jB07Vqz/5/8E/+///s9QWVnp1x+3ZaCCz9E5v/32mwiA+ReOTp06GebMmWP2PC8Pfe6558R/8vyaUaNGGQ4dOmT2muzsbHFS4LkhvFz+1ltvFScff1JQUCB+Dvn/wvDwcEObNm3EbBDlclh8lupWrVql+v8jB3+u/Nx27dolluPz1+CgkgOg+gi7JwMAAIBmoUcFAAAANAuBCgAAAGgWAhUAAADQLAQqAAAAoFkIVAAAAECzEKgAAACAZiFQAQAAAM1CoAIAAACahUAFwM8EBATQ4sWLSctGjBghdur1hOeee47uuusut78P7+A8YcIEt78PQH2DybQA9cDUqVPpq6++Erd51+WEhATq0aMH3XDDDeI55eZyGRkZYtOysLAw0ireJZY3Y4yJiXHr+/Bn0aFDB7ExpLRxobvwLti8Id2CBQto6NChbn0vgPoEGRWAeuLSSy+ls2fP0smTJ+mvv/6ikSNH0rRp0+iyyy4TW8RLeOdWbwYpfMKuCQda7g5S2Oeff06DBg1ye5Ai7c5+44030gcffOD29wKoTxCoANQTHHxwENKsWTPq3bs3Pf300/Trr7+KoGXevHmqpR8OGh544AFq0qQJhYeHixP2jBkzzF47e/ZsGjt2LEVERFCbNm3o559/NnvftLQ0uvbaa6lBgwYiwLjiiitEsCThjM7EiRPptddeo6ZNm4pt6NnHH39M7du3F+/bqFEjuvrqq22WfnJzc+mWW24RmaDIyEhxPEeOHJGf5++P33/ZsmXUuXNnio6OlgM3ezi7YVmO4fd+6KGH6IknnhDfD3+mL774otlr+HP59NNPRRDIx8PvuWHDBjp69Kj481FRUSIAOnbsmNmf4/dasmQJlZaW2j0uAKiGQAWgHrvooouoZ8+etHDhQtXn+bd7PnH++OOPdOjQIfruu++oVatWVj0cV111Fe3atYsmT55M119/PR04cEA8V1lZSZdcconIfqxbt47+/fdfOUhQZk5Wrlwpvv7y5cvp999/p61bt4pg4OWXXxaPL126lIYNG2bz++Bgh/8MHysHBLyB97hx48T7S0pKSujtt9+mb775htauXUupqan02GOP2S0v7d+/n/r27Wv1HJfRONjYtGkTvfnmm+I4+diVXnnlFRE87dy5kzp16iSyJXfffTdNnz5dHCsfIweBSvxenN3irwsADvL29s0AUHe8ffwVV1yh+tx1111n6Ny5s3yf/9kvWrRI3H7wwQcNF110kdh2Xg2/9p577jF7bMCAAYZ7771X3P7mm28MHTt2NPvz5eXlhoiICMOyZcvkY+Pt7PlxyS+//CK2ri8oKFB93+HDhxumTZsmbh8+fFgcx7///is/n5WVJd7jxx9/FPfnzp0rXnP06FH5NbNmzRLva8uOHTvEn0lNTbV67yFDhpg91q9fP8OTTz5p9rk8++yz8v0NGzaIx7744gv5sfnz5xvCw8Ot3jc+Pt4wb948m8cFAOaQUQGo5/i8yqUKW5kKzghwOYYzHH///bfVawYOHGh1X8qocJaFyx2cUeFMCl+4XFJWVmZW9ujevbvo0ZCMGTNGlJm4lHTzzTeLTA5nRNTwe3GD8IABA+THEhMTxTFLx8G4BNO2bVv5Ppezzp8/b/NzkcovXHqyxI3ISmpfS/kaLl1J36fyMf4cCgoKzP4cl9Bsfa8AYA2BCkA9xydzXm2ihntZTpw4IcoYfOLmXhNlr0hNioqKqE+fPiLYUV4OHz4sSiESLqMocWCzfft2mj9/vggCnn/+eVGiysvLq/X3yauElDg4MyY/1CUlJcn9L458Lb1eb/M1UiCo9pjln+OSU3JyskPfEwAgUAGo1/755x+x9JZ7TGyJjY2l6667jj777DP64Ycf6JdffhEnU8nGjRvNXs/3uXlUCnS4qbVhw4bUrl07s0tcXJzdY+MsyejRo0UPyO7du0UDLh+vJX4vy76O7Oxs0dvSpUsXqi3OvvD3zn0qnsJZJs6y9OrVy2PvCeDrkFEBqCfKy8vFXJD09HSRrXj99dfFChxemcJNn2reffddkdU4ePCgyIL89NNPYpULr6CR8GNffvmleP6FF16gzZs3y02i3FzLmQl+H26m5ezM6tWrRRnp9OnTNo+VG2q5kZezL6dOnaKvv/5aZB6kFUFKvDKIv/6dd95J69evF+Wmm266Saxu4sdri2fLcKDEX9NT+DPicpeyRAUA9iFQAagneOUMl1F41Q6vulm1apUIBniJclBQkOqf4RIMZzR4NUq/fv1EVuPPP/80GxD30ksviWW83JPBAQUHNlImg/tCeIVNixYtaNKkSSL7cfvtt4usAWcrbOFAiFci8aok/jM8tZW/bteuXVVfP3fuXFFi4qCLe2S4pMPHaVmicdYdd9whvjfL8oy78PfIARcAOA6TaQHA9n8QAQG0aNEiMQelPuKAh5t0H3nkETHF15327dsnAjPOTNVUFgOAasioAIBfB2Jz5swxm9zrLjx8jjNSCFIAnIOMCgD4bUYFALQv2NsHAADaZW95LwCAJ6D0AwAAAJqFQAUAAAA0C4EKAAAAaBYCFQAAANAsBCoAAACgWQhUAAAAQLMQqAAAAIBmIVABAAAAzUKgAgAAAKRV/w84hao3GBcsAgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J075335.23+200622.4_sdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Added TMID to header: 56268.25816 d\n", + " Saved processed spectrum: ULAS_J075335.23+200622.4_sdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J230443.30+093423.9_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 300-1000\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " WARNING: MJD-OBS or EXPTIME missing in header for ULAS_J230443.30+093423.9_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits. Cannot calculate TMID.\n", + " Saved processed spectrum: ULAS_J230443.30+093423.9_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J224054.61+030902.0_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J224054.61+030902.0_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56479.20333 d\n", + " Saved processed spectrum: ULAS_J224054.61+030902.0_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J231924.35+052524.5_esdL1_comb_OSIRIS_scombine_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56173.11846 d\n", + " Saved processed spectrum: ULAS_J231924.35+052524.5_esdL1_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: SDSS_J133348.24+273508.8_sdL1_OSIRIS_GTC65-13B_Primeval-I.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: SDSS_J133348.24+273508.8_sdL1_OSIRIS_GTC65-13B_Primeval-I.fits\n", + " Added TMID to header: 56649.21621 d\n", + " Saved processed spectrum: SDSS_J133348.24+273508.8_sdL1_OSIRIS_GTC65-13B_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J001931.33+063111.0_M9_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 300-1000\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56166.20912 d\n", + " Saved processed spectrum: ULAS_J001931.33+063111.0_M9_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Added TMID to header: 56310.30288 d\n", + " Saved processed spectrum: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J233227.03+123452.0_L6p+T4p_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J233227.03+123452.0_L6p+T4p_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56894.12791 d\n", + " Saved processed spectrum: ULAS_J233227.03+123452.0_L6p+T4p_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J141832.35+025323.0_sdL0_comb_OSIRIS_scombine_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 300-980\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56310.30288 d\n", + " Saved processed spectrum: ULAS_J141832.35+025323.0_sdL0_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56369.23861 d\n", + " Saved processed spectrum: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J001837.37+020015.7_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J001837.37+020015.7_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56504.18116 d\n", + " Saved processed spectrum: ULAS_J001837.37+020015.7_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J205721.89+005628.7_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56420.20719 d\n", + " Saved processed spectrum: ULAS_J205721.89+005628.7_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56859.14902 d\n", + " Saved processed spectrum: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J224749.77+053207.9_M7_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56858.12125 d\n", + " Saved processed spectrum: ULAS_J224749.77+053207.9_M7_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J024035.36+060629.3_sdM7_OSIRIS_GTC39-12B_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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uS89dRXbUNFYgOXjwIKWkpGj3Y2NjQ0fsmDFw4EBaunSpuN2wYUOKjIyk48eP69bh+02aNHG6DT4IxgMBAACuSIyNhNgBPicqwn8JFm7w5434KLd7dWQ6KzqyniaAVFOyHCthpTQWCx1V7BixdBrLjA0bNoj0FhMTE0P9+/en+fPna49XVlaK+4MHDw7iXgIAwo3EmCidzwIAX6BOHfc1ZSZGY1ewsGGxIn0+8UqJuTou4oUreonr4Z0aeZ7GouAS0MhOQUEB7dq1S7u/d+9eIV7S0tKoVatWIr10+PBh+uCDD8Tj06dPp7Zt21L37t2puLiY3nnnHfrtt9/o559/1rbB6agJEybQgAEDRNSHn8Ml7rI6CwAAfEGMMumZxY6rlvkAeApHT4LVY8fZc6RIio+JpDx7h2XucSe5ckBLGtU1g3Ycz6dFO7KcDgINtsAJmthZs2YNjRw5UrsvfTMsVmbNmiV66Bw4cEBXbXXfffcJAZSQkEC9evWiX3/9VbeNq666irKysmjq1KnClMyVW3PnznUwLQMAQG1Q0wE1OYkA4C6ywwZhVVT7u3uyGd9tPEJ5p20CJ0FEM0scmgoyaYkxDsscmwpW1U2xw5VUrhzZLHhUHnzwQXFxxx133CEuAADgL1TTplkfEgBqQpQS2SkqLaeYqBifHciaiPL7vtio3Vajl2aNBM3Ejr4Cy/y2ZcVOv37ezYHhcNe3335LzZs3r+l+AQCAZZuzuetdAoCnqFPCudqvfoIvxU7tRHlCjCJ2TISN6uOR6AzRFvpv4pHYYV8Np5OSkpLcrsuRm2effdahoQ8AAIQy6omjticRACQlyt+Sqyonb+GUWG1FeYIqdkyETVimsR544AHdTCpXvPjii7XZJwAAsBzqicOb3iUAuEI28mN81cfpjYW76eVfd9C0S3vWajtxTqqxXAkgZxVYwZ6A7pHY4aqpRo0cS8ycsXXrVjHZHAAAwgW1Ey0iO8AfYqfIxcwpb3hu7jZx/dCXm3wW2annoWdHNxvLQpEdj2zfrVu31pWduYO7EXOzPwAACMvIDjw7wE+RnblbjtGdn6532aXYU2obgYxXIzsRNUljUWhXY3F5+P79+6moqEhEfLgPDjoSAwDqjEEZ1VjAD39XXI01+XNbNVSb9AS677zqcUnBIN6NZ8esR5Den6xGeSg0xM6+ffvojTfeoNmzZ9OhQ4d04SnuZDxs2DD629/+RpdffrmYPA4AAOGC6CqLPjthxYJtmcKTMrh9umXSo+rfWFZ+8It8EtxUY0WZdH9Wq8tU006wgzweqZK77rqLevfuLbw7zzzzjPDknDp1SjT940Z+P/74Iw0dOlQ09uPGf6tXr/b/ngMAQIAwpgOQxgptDmQX0cRZq2n82yuopLzCMmks1e/ijXXEX8S76bMT7SaNpf6vCXZllkeRncTERNqzZw+lpzsqYK7QOuecc8Tl8ccfF92LefroGWec4Y/9BQCAgGM0JHs7cwhYi2W7T2i392QVUtemzgdI+psSReyootpMXPiCevU8TynFK/PgzKqxTCM7VdYsQ/dI7EybNs3jDY4ZM6Y2+wMAAJbD2IkWkZ3QZMnOLHEyXrn3pLZs+7H8oIodNbKjpoDMPDK+IC4qkk57OMg2KTbS4+7PEtXiYqUOyjDXAACAl5GdmswcAsHl2Kliuv7dVTThvVV0KKdIW/7YN1votA+b+fnKs+NM6xzPK6Z/z9tOR3JPOyz/cPk+t1VccdGen/abpMa7rKyKNvHnOhsEGlJih705N998s5hXtW2brY5fkpOTI1JZAAAQbhgjOWVWqqkFHvHbtkzt9qGcaqGQX1xOP2w+ahHPTqXbyM4dn6yj1xbsouvfXalb/tc3l9Nj3/xBz/yw1eXrxUZ53hamSUpc9b6ZqBWzyI4ujaX23AmyRdljsfPJJ5/QRRddJAzJy5cvp759+9LHH3+sPc5m5UWLFvlrPwEAwDqeHeUEBUKDtftztNtHTxWL64Ft08T1nPWHLSF29J4dc7Gzep/tfezOKtQt359ti1b9sOmoxxVWKjKVF6WYhZqkxplXWdlR19XWcxLCCfbvA4/FzgsvvEAvvfQSff/997RkyRJ6//336e9//zu9++67/t1DAACwWhoLBuWQI6+4zGHZjUPaiOvfd58Qaa6gd+Yud5/Gqu2k83gnYmfqBd1o3j1n0xX9W2jLUuKiXDYoNKsY00VznJiVLS12du7cSRdeeKF2/69//St99913dM8999DMmTP9tX8A+JVdmQX0zpI9VOyhYQ/UTYwnEHcnFGA9zLwsHM3o16q+OCkv3pkV/HERZeVuq7FiTCqgVNyNMklwInaS46Koc5Nk3TBSVcx4OvrBWQVWyDQVTElJoePHj1Pbtm21ZSNHjhSRngsuuEA0GgQg1Bj9ki31mne6jCYHuVspsC4wKIc+ZkM2+QTfq0V9WncgV/zwYUF0OPc0dcpIDooIU2djOUtjxURF6KJB3o6IiFfKyVWi7SLK2eR1tQeQK5z0FLTdr6oKWv8gjyM7AwcOpJ9++slh+fDhw0WEZ/r06b7eNwACBn/ZAeB5GguRnXAQO0mxUdS+cZK4zWLnundX0nkvL6bV+6pL0/0JC4i8YkXseFAVxmKnNiQojQLN5lzddJYttXdetwz9vnoa2XExCDSY/208Pmr33nsvxcVVm5VURowYIQTPDTfc4Mt9AwAAS2AUN0hjhR4FiqiQc51ioyKoQ6NqsbPe/qPny7WByVScOq33EZ1W0ljO/sbM5lF5Q5yT0nNpNh7SoSEte/gcev3afrrHzQzKZrgaBBrMKegep7E4gsMXZ3BKiy8AABBuII1FDn2GzLrnhlJkh6M6nFJplZ4g7h84WeRymrc/yCkq1d1XIzvOvDe1jewkxpqf9tX33Kx+dX8db6OZ+tWsE9mp0dRzJjMzU1wqDVUJPBsLAADC2qBch9NYn68+SP+Ys4VmXt+PzumS4fDLffvxfBEtsZIY4nSRMUWUZK80apAQ7dI07E9yi/SRHXUfnVX8SW9NTYmLjqRfJ59NpeVVNO4/SzTjsFnPnNpGdoyBnGD22vFa7Kxdu5YmTJhAf/75pxaSYnUsjUcVFahqAQCEF8aOyXW5g/KDX24S1zfNWkP7nh2ne+zu2Rvo241H6B/jutLNw9pRsOEhn9uO5lObhokOjyXFRmvDLoXpVxE4x/ICU4aea4jsqJ2cnaWx1Gosed519/cYHVlP2x6Lmg6Nk7X3LgWWu2iWx54dl2ksChpeS8SbbrqJOnXqRMuWLRPDQXkSunoNAADhBgzK7snMLxZCh1FnTwWT95fto4tn/E4P2wWaSsOkGHHNYsEY3Vmy8wSd9exv9D8/e3ccIzvVqTZnAoZ9RhI546rITeuMeMWUrI54ULdlNvpBFUFDOzQiT1ADUsZITjB77Xgd2WFB8+WXX1KHDh38s0cAAGD5Pjt1N7LDIwRk5ONUURml2oUCt28IBJxO+dePf1K3Zil0Wb/qBnhmvPbbLnH905ZjDo+lJ9rEDtMgIYaO55XoHucS9Pu/2EiX92vut3LpnBpEdtQITGFJhRjs6e7YJ8REaVVfarpKTYlFOkljrXxkFO07UUgD2ti6TbtDNxsrlCM7o0aNoo0bN/pnbwAAICQMynXXs6P2hVGnZ6t+ExZB/mLFnmx6Z+lemvz5RrfVPXIchBnpSbHa7fomvh0JV2n5C6NIUSM0zgS12u+GP4vL3lhGQ59b4HEjwWhF4KhmZ7PRD0zDpFiPhQ6jfibGSE5IRXbeeecd4dnZsmUL9ejRg6Kj9X8kPD8LAADCCaO4qavjIjjykK+IHfbEmIkdY8TCl6ivn1NURmlKhMZdIzxOV/FzmDRDZMcZe08UUkc/NRmU0RZOM7Fw1BuUzYVBqfK3uOdEAW04mOuRKdksMqSKHV9VoOmaChreQkhVY/EQ0N9//920wSAMygCAcMTYsbau9tnJytenekoUU6+agpGCwh+ovhYWImZi5+ip08IPw2kelVZpCZRTdMohklHfhdjJLvSjcLOLHRZhp09V6EzSziI7qpdHDgV1R4IS2VHfd7HymUU58ex4i8voTSilse6880667rrr6OjRo6LsXL2gEgsAEI6gGstGdqFe7Kzck02TP9tAmXnFupTWqdOlfmsgl11QLT72Z+snf0sGT/uNxr6yhHZk5uuWN1CEkbp3Z7ZLE4M3zYTTCYPA8yUFJWVOxZYzsaMu3+Bh5/d4J2msI8rwU59FdirDJI2VnZ0tuilnZOj7KwAAQKjAJ2L+5a+e/FxhjOQUetDWPxwxdvx97Js/tLTVuF7NdMeLjxE37vM1J5VIy6Gc0y6FqbHaiRvqJcZEin0b2qGhtvziPs1pcPt0SoyJouEvLKATiqA6UVDi98iOmWfImS9M/Vs0m+TuNrITWS1qbh7aVvifpoztQr7CVRormPFQryM7l112GS1Y4NoMBQAAVuaD5fup79O/aKXS7iize3TkydufBtxQEjuSjYdO0WklvcTk+CH9w12QX1+4W7tfbFJy7SqFlhwbRQsfGEnf3nEW9WieqnuscXKcEENGgXbCj2ks2dXZzDPkrHGlGtkxe//elJ5PPq8TfXP7WfT34e3JV+iaCrp4LNB4Lbu5x86UKVNo6dKl1LNnTweD8l133eXL/QMAAJ/z+Le2iMRdn64XKQw+0blC/srm3ix8gso97b8ToJVxVuLMfh1jh2KzwZu15eMV+912OnYViWEh0yg5Vlw8HafgzzSWjOzI8n0VZ312VONycZlnRvl4ZdK5mq7ikvTeLeuTL6lwOQg0xKqxkpKSaNGiReJiNChD7AAArIzxZPjYnC305vUDXD5H/prmMtx92UW043iBOMGrXoi6gDqhW4X9Oqpnx19i56jiMZEG6SO5p0VkRH4WqqfH07lQKsaAin/TWGVOR1Y49eyopnAPIzsJTtJY/kDVMw7BqVCqxuJOyQAAEKqsMnT3XbAtS0QIXA1YlD4JNSIw7Pnf6KmLe9Bfejalup7GMlZj+U/s6D06OzPzacizv1HHxkn0y+ThQjxwJ2dnJNvnYbliT1ZBEKqxYkyjiSx4jLOwZErVmzRWghODsj/QR2+sMwg0oJPaFi9eTBdeeCE1a9ZMRIHmzJnjcv2vvvqKzj33XGrUqBGlpKTQ4MGDad68ebp1nnjiCbEt9dKli+/MVgCA8BQ7153ZSnTR5bLyzYdzPY7sSNjEevfs9S4FQLjhyqtkTGOpzQd9xf5s22Tyszqki+sVe2yf5c7MAnrqu63U84mfRbPB2kR21HJ6aXL2R8dsFtjytVLjHSM7e04UUs8n5tGbi6o9SkaDsseenRjz0nN/4LKDchBDO16Lncsvv5yee+45h+XPP/88XXnllS6fW1hYSL1796YZM2Z4LI5Y7Pz4449iAOnIkSOFWFq/fr1uve7du4tSeHlhPxEAAJixep/tBHlmu3Tq0DhJ3D6S63rwo/RPGKtm+MTD5dd1BVfCzt9ih/0f++yl5p1Mmvy997v7rIMn1WF3jLSNQnp4bBfN3+IqNVZT1MiXsz4/7MmZ9tM2XVm36onxNFISHx24yI6rNFZINRVkAcLRFCNjx46lF1980eVzeR2+eMr06dN19//1r3/RN998Q9999x317dtXWx4VFUVNmjTxeLsAGPHT6BtgMbhUd+vRPHF7YJs0+mnzMY98GbJrrdmJgodente9SZ0SO/z/xfir3XgMZYrGV2Tml4iTPwuQdo1sItVb1MicM+49txON69WUOmck07tL94pGivzemqS6NrHX1K/DKSZXKVRnKSxvSPCjZ+fvw9vRm4v20DldGtNv2zL11VhGg3IQ1Y7XYqegoIBiYhxVKFdl5eXZvkT8BTcuzM/Pp7Q0/ZyOnTt3itRYXFycSHVNmzaNWrVq5XQ7JSUl4iLx934D6xPMAXUgcKw/kCs+69bpCdQ4JY7S7ZOv3f1yl5EdFjscHeBf5WO6N6G5fxyjYwbTbDgjx0DwMFCjWXjRjixxLY+PsXtxbeFhlEzz+vGUFOu5MZxFy41ntRGRJq68cweLqa5NUzRxxGLn8zUHHUrVa4sUg+wjivTw15Y3nbtZ4MhoW7yTaixf8PCYLnTNwFbC28RiR1eNRYHDeB6PjY0VF4nX8SwuN//ss88cls+ePZu6detG/uTf//63EFt//etftWWDBg2iWbNm0dy5c+mNN94QBuphw4YJUeQMFkOpqanapWXLln7dbwCANThwskg7Aaq/9I2dgY1Iz0Z0ZD2ad+/Z9PHNg2hszyYOTe7CHY6uMC0bJJg+npESS5f0tTUXLDT03aktMoXFQjU2ynOxw12Rxw9sRTcPa+f19HJZas99mczK3H0jdqLdChAZIXFWjm6GFGxMgh/TWHxMW6cnaoJNn8YKXOk5n8fV8zqf52sV2XnsscdEY8Hdu3fTOeecI5bNnz+fPv30U/riiy/IX3zyySf05JNPijRW48aNteVqWqxXr15C/LRu3Zo+//xzmjRpkum2uE/Q5MmTdYoQggeA8Ef2TGlor6qSkZ2sfNeCRTZ4Y3MnRxb4smRnlt+HXloJPtlLYdciLZ5W7XNc55NbzqTvNx71SzWWFKosdmKcnLB7tUgV+8nVTcvtXqpoD1NEZlzUpxm9YW9iyCk8V/15aprG4kiYu9QSl/yzidk4o80VnZsk09r9OQ6m6wg/5ezldlnQ8Myy3ZkFuvSZ7THyGwcPHhSFTBI1qlMjscMGYa6iYv/M//73P4qPjxci49dff6Xhw4eTP+Co0c033yzE1OjRo12uW79+fdH4cNeuXU7XMYa3AAB1gyy7r6SRPaLjcWTHfrJQT5yyXNifpclWQh4jFnycxjIjI4W7EEf6xaAsOyOnJ8ZSbLS5gOEIw3/G2/ycbR7+QVzXxqLywHmdFbFT6lOxI8WgSGO5iexkF5TYxI4X0SXebpv0BDqce5p6t/RtCs4MqaE4jTXy3wvF7TvPsZm9Jf6al8aw0FHFjpEaDS4ZN26cuAQCjhjddNNNQvB48pqc5uKo0/XXXx+Q/QPhAQzKdTOywx2RPTEoy661aqt9GRXisQj8Je5tiiTUyMyzH7ukWF11jwrPnZIVTwUuDMpbj+QJwdLeC6OxTPukxEc7jey0TnNMr9UmkhERUU8IBm4kaZyz5UvPjrtycBbU7Ro5Vrzp9rWePnLC2+SUK/c/inPyefknslO9bMPB3LrZZ4eFyIYNG8SFYX8N3z5w4ICWXrrhhht0qSu+z1VenJ46duyYuJw6dUpb5/777xednPft20fLli2jSy+9lCIjI2n8+PGBfGsgxIFBua5FdmK0KIE7g/KhnCL6017BFR1VzyGyw0LIWWfhcIKNukzjFOeRFRZ8SfbGfc7SWLz8L68uoVEvLvIq1SX9MywOYp2cvNs3TjQVLLUh1f45+17s2N9PrHvPjhQ5zo7XBzcNpN8fPkc3tT0yIkJ4m7isPVonDv2jOOR7UKM3jh6dEOqzUxvWrFkjSsZl2Tj7Zvj21KlTxX3ukSOFD/PWW29ReXk53X777dS0aVPtcvfdd2vrHDp0SAibzp07C+Nyeno6rVixQjQiBAAAFRnBkekrGeHhk0mRiaGWv7iHPrdAqzyKUiI7/GuZIxmeDL1kv8df31xOH6/Uz3YKJdiHwTRLjXdpEJaN+5wZlDklI/lhk/tBrP/9fS89+vVmrew9Jc55ZMcsUuQs5eYp9e0N/3J93DwyX0ljqX9XZsjmgUVOKtxYYDZNjdeJJrXCK1JZ7q8fdvIlVIGjVmbZHqOgUaM0Vk0ZMWKEy5wdV1WpLFxoy/u5gtNbAADgDo7OHDx5WvOWMCxWYqMihIHz3SV76c5RHXXPYb+DirGShX0UhaUVbrsov714j+jczJdrB7UOyQ9r/UGb2ZUHRxqbK6rINJaz0nM1FbPh4Cm66gznr/nzH8foye+26paliMiOuTho27A6svPq+L70xZqDom9ObZDvNdfHRnSZxmKh4i6yIw3GziI7Mr2qpsOcmZ6T45x/drVBpnF1TQ8NFqOQGgQKAAChwtr9J+muTzfQLcPa0hP2kyaLmxYN4sVt24gZ27ov/rKDhnZsSH1bNdCev+O4voUFl56rJNhP7M68FN9vOkIdGyf7vAw7WD2KmH6t6lOxC6Nsor2ni7OmgurwSuMU9cU7ssRnI5sGLthuq3hTMfPs3DWqI3XKSNKdyC/q3UxcaouM7Ph6LIj0NIlqLDdiR0Z2nJm+pbBRBY7Rq/Tc5T3p2KkSUaXl3zSWc3ETTLtArcVORUUFbd68WZR7N2hQ/SUBAADB5sH/bRLRGSl0ZOmyaibmrrwSbh6nFzv6oZDGMQWytPZ0meNJaMvhU3THJ7bRNud1y6BQpqS8QkvldcxIpsM5+oiX2bBNZydmdWCoKiA2HsylG95bJW7ve9ZWjLL9mGPDV5tnRy92bhjc2qPuyFby7EgBw3OrPI3smKVaVRGupsOMAuqqM5w32vVbGiuAfXZ87tm555576N1339WEDpeb9+vXT/Sp8STtBIAVCfNCmjqLLFdWeeKi7k7XN/56l4MnJS0N1T6yKsmYslm+O1uMGjB2Fw5VeOipPKk2SIjWpbEu6dOMzu2WQV/93xCdZ4cjOEbPhjEKph7vdQdsaTJ1tMD2Y47NYdmzExsZ6fU0c6t5dtQKP3d9dkrswqjASWpQpldVgePrTsnukJEkVeAYP/5gRna8FjvcW4eHeTI8o4orqrZt20b33nsvPfroo/7YRwD8DqqxwhNjifRb1/enIe0b6pb934j22m1jOior3xbN4CqXefec7bB97cSuPI+7LY9/ewV9vf6wtkxtBifnA3GKa8Azv9KyXScoVCqxuD8RR8XUqh8epvr2DQOonz0iJvvsMGbpOzU6oYqdcmUUAns7v914RPihjCSZRHa86agcKM8ORxRZ5DrrjSO7crPQ8TSy4zyNZTsekcEUOxGOpedGj25IiZ0TJ05oQzd5GjlPOucmftwLh9NZAABgBfiL1jjKwcyvcN95neme0R0dRIt6kn/u8l6mz+UUhPEEbjYrS/2S54gHp4U4xcXVYc/P205WJzPP9p5kUz21M66xqS8LD5lWUXvtzN1yTBiOnaWx1CGXnFqcs8EmFtMVYcXilaMYzqqx/Ct2vIvsTPzvKprw3iq693NbqxUjUtyxUHFXjSUjO868X9F2oaFGiAIf2SEHgeNYjRVCaayMjAzaunWrSGHxPKpzzz1XLC8qKhL9bQAAwCopLNUMy7QwmenEJ4We9iGPxvXlLKjGTjrnyplDagTCOCDTCJ+wdhwrcBBUIdGfKNlWxaZ6noy+DH1FVrkmBm/9aC397cO12tgHKXZk2X6J4p3KLymjHfYU1sV9mmvLZUSptr1zvCE13u7ZOe1dZEf6vVbsto2tMFJuF3csVHwV2VFFU9DSWJUu0lhEoSN2Jk6cKPrZ9OjRQ/zBy/ENK1eupC5duvhjHwEAwGPm/XGMvtlw2CGqw9EGZycAGaFRow6cbpJ9eZyNCUgwPO/gySJ6a/Eel/vHvVKOnjqtS3f4utLHX92TuaGgscybp787S+/JUmm1aePr9vELkoH/+lV8XuoxOJpbTEfsonFI+3RteYNE/5RNexPZUfsEeYKzaIacYM5/k55XY1VoLQ9Mq7Es4NmpdJHGCqnS8yeeeEIIHR66xSksOWOKozoPP/ywP/YRAL8Dg3J4wCeFv3+4VvPnMK3SEujvw9tR/9YN3Hp7VM8OG1LlCclZpY8sPZfphWHPL9BNneav/6327ssSXve4PS1knH0UaDiq9PX6Q3Rl/5bUQEkXSXjKNpeZy/3NsEd2mO/vHCoiX2pvG2e9dlzND+Nj/I+vt9A5XasHPG88lKs1BGzfOMmhazXDxysQIlEalLmUnhscct+fqRd0o5uGtnX6HFfRDYfITmSEx5Ed+X7ZJK6+d63PjprGCvCXWoTJyzmWnoeQ2GGuuOIKh2UTJkzwxf4AEBRgUA4P1BSJrOThE4O7Rn4J9t4w8hc0c9I++JJPqjFOJmfLNBZHdoyVQyM7NxLVW1O+0nsZWVAdM4gdZz1p/M1bi3fT20v2isqxlY84DlmeOGu1KKFPt4u95vb+RDJ609YuapxHdspcdpjm8zH/3+Nuwmrl2wH77YyUWF1UTZ3xdN2ZrWjGgt1aCtJfqCJUNjh86vutLsWOakp2Fs2o9uy4T2PJv0vZ5LJVeqKY1+UY2VFKz2szAbUGmM0gM3p2QrrPDgAAWAX1hLnN3hCQZwO5wyyyI6MSMkph+jzNoFxBC7dn6h5r0zDR1EjLvgujryfPPicp0CzZaasEO55XQpn5xdRYidyoj8sS/mb1PRu9IMWOPJ5mkZ3J53YSEbdB/5ovUkTblJ46UgzyduRIDrWSjbl7VCdq2zCJzu6or67zNeyHSY6N0sY7eIKuAsvJCV6rxoqIcBuF4cgOv3cpdng46WJ1H+1iyQrVWK7ETZ0ZBAoAAP5kf7ZtfpMxsuMOzbNTVqGF2mVqSq08cn5SL6fV+/R9Yrgk22zaNIsoYxor73RwIjtqxMpYiWa8zzSvXx3ZcYUUKNJQKyM7A9ukaetwGoYrt+TsKrW5ozw+fHxVM7TsTSP3/Yr+LahxLWdfeYJZis8VXG1n1nbAtM9OZD0hFFxpExY77B9jEcUiRnYAl0JHHiO1wzfSWHogdgAAYcMhpbPvrswCjyM7qqCRJ105dFH6clw9b8Wek/Trn8cdxI6ZUGIBIMvTpSgIVmRHjTBJX4gk257GU2mS6pmwkGnBQkNkp3vzFF0nazm+w9l+cUTFCgZXT9+32bGUURlXpefi2kX5OaexDtr/tlkcqiLaWbl5sAzKKo4dlCloQOwAAINy2GDW+M3V0EqJevKQPXNkZEdNoxhJjNFXHaknbu70KyNGKvmK2OHRC2YzogLBpkO5urJ3tfSbySnU7xN7Zzxt3icbCxZp1Vi210lLiKHfHz6H/jGuK11tH18ghZGKGtmRjR85avHQmOBU/Db1Wuzoo2JGIakalM1SUI7bq9T+thsmxejWleZksS0lbWoFsVNpeNshZ1BmMjMzxaXS8G569erli/0CAACvMRvIqVbwOINPDHL6uey1I7dldjKWpCXptz3jmn5iW9LIa+zgzBzJPa1FPHh45YaDuX4zKPPJhd+TKuZ+23ackmKj6Z8/6KeJl1ZUuIzs8LRxT1EjO5+tPkBfrD0k7nNlFafCbh7WTlv34bFd6OIZv+ueL6vguFsy8+CYLnTnOR1NxaPVIzsM/00Z911GdsxGPThur0JLe9maEJpPNw9q6XmE4zKHDspEoSN21q5dKyqv/vzzT+2NcL6Qb/M1NxsEINRANVb4ih1PB0TyyUiInVKj2HF+gm2YqN92r5apOpOv2clZTlJn8ZBh95v4K4113+cbRd+hnycPFyJj1d6TdNOsNeKx9o30JeNqZIe9T//84U/d466M2kZkNIyjZA99WV2NNsCk/L93y/rUrlEi7cmq9luZvWawhA7T1OALctfB2Sh21Co/s3ERTKSL6in+m5SVTba+PNWvr0bbVIHjritzcNJYIRTZ4bEQPB6Ch4FyN2XVPAYAAMHErJ0+h/09gcvIc6lMEzkyBaPOejKSrmybRZGxmskssrPT3lm3aWq8SHX5K43FPXK+ss/nmrflmCiVfn/ZvurHDQYK9QR9xczlDp2dz+ni+eR2rf+QYXClMzOxs6iGNwLLnzRJ1Ruz3Q/udIzsuBoEKrbpIhLDadLq6q16utePU+aEqSmtAGsdMhM76ryzYHt2vP5L2rNnD3355ZfUoUMH/+wRAADUELMKooZOuh87q0ySJ5VCD9JYatTHbPK2mdiRZdUZqXGUEm97Tp4f0ljb7REkdd/UKjDZ1ZjPsXwSUsWOKnRGdWlM/ds0oEku+so4i+zkF5dpvXS+uHWwVydKsR2LiB2jZ8d9qbj7yja1z47Ypguxw5VramRH9YbpIjuRwYzskAPGSrRgena8PhqjRo2ijRs3+mdvAAgSCFCGc2THM7EjzZ3yC7rIA4OyGtlOtkdpVIzTuVWapMRqz/FHZIcnbkukgZq7QhuXyWo1eYI2jtmYMKQN/d+IDl5NFpeRHa6qkue3Pi3rO13fWaQkyaJix8xwrGKcdG4UP+rgU7OGgEa4QlBGHDmyo3qw9JEd1bNDAaVePS6Bdx3ZCammgu+8847w7GzZskWMjYiO1v8Hv+iii3y5fwAA4DGyXLwmxlppFJVf0IUelJ67OzHLbTpLjcg0lq8NyvwLetbv+xz6+BiFjByHwMvlCVp6iiRnKL1xPEUKRJ4VJj8DV8fC2YneKmJHdpCWsCDmNKFa/eTSoFyqv89RGnnil6knd4Zi+dnxa6piR+/Zqd6fYIwfiWDfrqJoZJRUUhVEi7LXf0nLly+n33//nX766SeHx2BQBgBYzaDsqa9QNmSTJcEysuPKoCzHQizYnkV/O7u6wkjiyofB/VKq01i+jexwx2M5sV1un0+wOSal+an20nx5gpbpLT4ec24/q0bGYGOfHTmt3BkjOjcSVWlG5PEJNmZCpKisglI8FTsGz44qAsyGeLoUOxH1dOlRNXqoiol0g3k+EHB6r0LZB6MvzFiKHki8/ku688476brrrqPHHntMGJQBCAdQjRX68MlcnlRcCRBnyJONLHv2pPScef3a/rQ7q4C6N6tumKcKLa7cMeuiy6kRfxmUubxdhWdf8fsz+zuXgy7lCVoKohGdG1P3ZjWbO2U0dbsTO7eNaE/piTHUKDmObv3INsjV07YBwYJ9OPLzM2JMW0nhbCYCZMTLWWRHDjydZTeX83qqAFUjO2on7mBEduq5+V0RUtVY2dnZdO+990LoAAAshfrrmQUI401UQqYk5K9uuT3VE2EGv0YPF8MoOUJiEnASZefSOMwREFdpEW+RM5RU3ly8x3RdeVLkNNbnqw/SGwt3ezxmwxn142O8Ejt8wr5+cBst7aVtpxb74Gse+UsXen3hbjHHy5np2JlnxzidnT9riRQ5zsSOHLkhMUZ21L9P9XXMZlX5G2dGcyv02fH6f9Zll11GCxYs8M/eABAkYFAOfWSpOH/H8wnA2/RLjMGzI09Y7nqquCPaycR0Hiehmpp96dsxRnac7ltkPa3i6eip0/Tgl5s0oVSbqErT+nG66pwWDWyjIdyhVl/x/0mreHaYv53dntY/dq4mAo1+FFdpLGM3ahk99KSDsjEVxL4cNXWlj+wEZ+yIxJ3vKKQ6KHOPnSlTptDSpUupZ8+eDgblu+66y5f7BwAAHqGmnWrS/0t6J+RJTF6rwzJrgmrMvaxfc/pq3WG6akBLbbv8K52jSCx2vB046YzD9jlKLKjkjDAz2Ogq92ONYZCpJzPFXL1n7iMkhZOcg+UOVdzwedFqfdx4f+Tn6WzAp1mfHWM3anVUhHyPzjw7jZNjdf4rY2RHPUS5px09WdZKY1FoVWMlJSXRokWLxEWFPzSIHQBAMJCl1O4Mxe4qguQvaS2yU0uxo0aG7juvM53XLUP4YVQTLosdX5qUtx7NE9cjOjVyKXb4pCkjA/I5ktqksZiWadVip026vluzM2p7rAOBsWrPDGPU54Pl+2loh4Z0Xvcmuuc6G+Kp8u6EM+jC15ZWrxepLz1XgyWt0hJoh71pZTCIcJfGCiWxs3fvXv/sCQBBBAbl0Ef6FWpqzJTVWPJEJX+51zaNpZIUE0VjejTVLeNU1vG8EsrM54Z/NTMEG43aG+2VTZf3byF+Tb/3+14hJBomxlC/1g3o+01HxeOc6nMmMORcqprCJ16eBi9uexjZCQWMfydmyPJrLrmXDSPv/2IjbbKLHflc3RBPJ+X3PVukCqG0dNcJ+3Oqo0vGCqxnLulJKfHb6MYhbciKaazKUEpjqaizsQAAIJjIKqKaek2qDcq277UyH0V2VMy21b9VAxF9+Wz1Qa9GMjhj74kCYXjmCFenjGSaemE3mnxeJ633zQvzthsiO+bvz1mlkadwM8J9J4qE0GnX0LPIDtOxcRLtdBGNCjZSaKi+GyOy2zF375ZiR/WQycc9iewwanpT7aUjqNIPLH3pr30oWES4kQIhZVBmPvjgA+HXiY+PFxeedP7hhx/6fu8AAMCL3jK1qeDR+uwYIzu1FDuqKdNsW389o6W4Xn/Asc9MTThgr2hqnZ6onUDZC2PrcFttSJYnYKPY+fvZ7eiB8zvTsI4Na7UfXLb++a2D6d9X9vbqB/Fr1/SjzhnJ9Pq1/ciKGKv2zJBiRhWM6nwtKZTU6jtX87bSlL9p43rBjJYYcfc5h5RB+aWXXhI9du644w4666yzxDI2K99666104sQJUZYOQKiB4GTok1tYu8hOtBPPjqvOv56gfr2b/XpnA6pZeXJN2JNVoE01b9FAP7xSoo6/SDAROxf3aU7dTHoGBYrOTZJp3r1nk1WJ8SSNZf8b4l5KGw46HndpUNaPd3D825CT6fWRHf161pE65HZmWEilsf7zn//QG2+8QTfccINuRET37t3piSeegNgBAAQ3spNYs8iO/MUsRY6vPDvuvt9lJIrLlYvLKnTmU2958ecd2u3m9c3Fjjr+Ijk22qFpoqdT4usqxnSnK7HTMSNZrP/dxiOagd5pZEcRMa9d05d+2HSUHhrTRdxPVD4jY9WWhQI75CyN1btlfXr2sp7UzDA93tJi5+jRozRkyBCH5byMHwMAgGCQW0vPjlZlY//VLUWPM0+Lp7j7NcspJv61zidIju7URuyopcfOKmPU8m42IRunwrtrAFjX8cagzMLk+jNbC7Gj9sCRqVI1JaV+XgNap9EFvZqZpj+tHNmp5+Rvrk16AnVtGrxoIeP1/+IOHTrQ559/7rD8s88+o44dO/pqvwAIKFb6dQS8Z++JQvpq/eFalUxXe3aqhPCQPUF8mcZydoKQFWSyO29N2amUHfdtZT5lXC3NZ+GjRnL42Pmqi3O4YhTFZlTYIzcsTOR8L7VppEyVqtVYaiNCY0WhKrhlZKedPcV1Ue9qURRsIpz86VihhMnryM6TTz5JV111FS1evFjz7PBg0Pnz55uKIACsSjDNcsC3n+Pds9dr9xsZIhU1SU+o7f5rb1B2vw6f3HjQY018O3PWHxZDNLn6STafm3ZZT7qgl77E3Syyw+Mq1OPFIyyAh9VY5S7SWPYPnaM1sks2ix3+W2VxW2YS2VHnZxlHlKh/g/Lv9Jvbz6I9WYXUq0Xt2xX427NjhYptr/8XX3755bRq1Spq2LAhzZkzR1z4Ni+79NJLXT6XBdKFF15IzZo1E2+en+uOhQsXUr9+/Sg2NlZElWbNmuWwzowZM6hNmzYUFxdHgwYNEvsCgDcnIQv8XwQ1hIdwbjp0StzmzsRndahZFZE0i/KJSBU7tY3seJJoqI7seN8Bd8pXm8WQyJH/Xijuc7pg/MBWTk8wqkeHxY46HTsdfh2PI4CuOihrpeURLHaitPVl9Ka6qWD131ZhSfWsLeNnp46EkJEdFlHshbGCkHCXOrXCLnr1v7isrIxuuukmatCgAX300Ue0du1aceHbffv2dfv8wsJC6t27txAnnjYwHDduHI0cOZI2bNhA99xzD9188800b948Xfps8uTJ9Pjjj9O6devE9s8//3zKzMz05q2BOgjiOuHBvD+Oi+uzOzWi567opTsxeEOUkp5QT2Ty5ObvyA7jbWSHIwXqAFSmt5tf+jrPTmy0zgMSjEnZoYb2d+KB2OFhnNxIUp7sZZdss2qsQsNkdGdpLHeN+4JJPSe7Vs8CiSyvxA7Pwfryyy9r/GJjx46lZ555xm0ESDJz5kxq27Ytvfjii9S1a1dR7n7FFVfQyy+/rCuFv+WWW2jixInUrVs38ZyEhAR67733aryfoG6ANFbowyeVT1cdELf/0sPWndYXzeLUHju1/eXsiaiWFVneih2j0GF6tTD36kgSYqvFYKJym+nT0vVzQXV1nstqLMWgzIInwW46L7JHb6qrseqZRnaM6NJYFhY7kRFhEtlhLrnkEo/ST75g+fLlNHr0aN0yjtrwcqa0tFREltR1IiIixH25jhklJSWUl5enu4C6ByI7oc9v2zLpUM5pEZHg/jC+qrLx1cRzT0V1TSM7Zuu783AkKmksmXb4cNJAmjS0Ld04pK1Xr18X0f5OPDAos9Bh4u3HXA6rrR4EqqaxPI3sWNdAHuFE1QRCnxnP6Xyer5VBmSuunnrqKWFK7t+/PyUm6tuA+3IQ6LFjxygjQ98+ne/zGzl9+jTl5ORQRUWF6Trbtm1zut1p06YJozWo28CfHPp8ufaQuL76jJa6dvw1Qf5iZj+FryaeexzZqWE1lpnY4aZ8rlDNr/LkNKxjI3EBXhjZPTAoS8OurIA7XVbuNLJjFqULtchOPWeenQCksVq2tHUil7C1hXv/1VjsvPvuu1S/fn3NrxOKU8+nTJkifD4SFk/GAwXCHyu1WQc141geD88kMdzSl2MAfBvZcb9OSg0jO0ZxxCdFd4Zq9YQkzbOgJmkszwzKqtjRIjtS7HgYpVF9aFb27EQ6Kz0PwC4fPHiQUlKqe/lwUVPITD1v0qQJHT9uMx9K+D6/IZ7JFRkZKS5m6/BzncEHwXggAAChh+xK64uTttZnp7LasxMdVS8gaaz69kaIubVIY/EJ5a3r+3v0vH+M60rbjuWLadrAO6SAcZnGUgzKjIw6GtNYqvn9lmFt6e0le00nlsdGezZDy7rVWPX8/tqsC1SxY8Trny2cwioqsg2aU+G0Ej/mSwYPHiz696j88ssvYjkTExMjUmnqOpWVleK+XAcAZyCwE/rk26tbajuhW29QDnxkp7aeHRYtK6aMohGdG3v0vJuHtRMDOuXJGHhOdJT7NJaMGhsjOzwORDzXpPT84bFdRe8cFqJG1L9DT6NBlkpj1aOg4/VRY69LQUF1l04JCyB3Phh+HpeQ80VGifj2gQMHtPSSOnOLh4vu2bOHHnzwQeHBef3110XjQnXYKKej3n77bXr//ffpzz//pNtuu02UuHN1FgCuqIJFOeSRXWl9EdkxTWPVsIxdpUNGksfVWOpIAU+Q63MXZDQEDAyqKHaGTFNpkZ1ofWSnwskgUO6bY9bBWo3sWLnBdaTT0vPg4/U3hOwAaWTjxo2Ulpbm8rlr1qwRPXMk0jczYcIE0SyQZ2tJ4cNw2fkPP/wgxM0rr7xCLVq0oHfeeUdUZEm4m3NWVhZNnTpVGJr79OlDc+fOdTAtA+D4t4xjEspwnxN58lB7x9SUaDODsg9SBv8Z35een7udbh7W1udNBfPsYo9nXIHAoP2duEpjGQzKxmosM4OyK2Ijay+6g5nGsoLPyOP/IdxIkEUOXzp16qQTPFwRxVEbjsS4YsSIES7z12bdkfk569dXt4I3g/vv8AUAb4BBObRRp0jLlvw+ieywZ0eL7NT+Z3SLBgn06vi+HlVjcVqqsrLK4/RSkf0YJPpA7AHv0lilrqqx7J4deZKXfXZO2xsHmnVQdoUa2ZFztUKr9LweBRuP/4dMnz5dCBXuoMzpqtTU6l4O7J3hcQ3wyYBQwrpfGcCbFBb3IPGFKNH6p5RXd1Cu/agIz0i1p7H4PMZddqVh2R1Fdg9IotI7B/gXrUWBBwblSHcGZQ9FrerZkdu2IhFO/ruEVGSHU00ytcQDQKOi8J8LhDZIY4WLXyfa5yXFvozseFpanJYYI4aBcjm9x2LHHtlRJ5kD/yL/Jlx5dpwZlB3TWJ79famRPkuLnXrWTWN5/T85OTlZGIEl33zzjeiq/Mgjj4iOxgCEDNb9zgBeVWJF+fQkxlEdbVxEAN2gTewTx4+esvUO8oRC+8kTaazAIaN9rtJYRoOysRpLztWqSRl5KIqdCAuksbz+n/z3v/+dduzYIW5zpRQbhHkW1RdffCGqpgAIFVCNFdrInjRJvhY75dWRHenPCARNU21i55gXYqfI7gFBZMdaaaxKNwZl6buJrkEZuZW9hvWcaBorVJB5vQssdLjiiWGBM3z4cPrkk0+Eubg2Q0IBCDQW/oEEPGD57mxx3SnD9XiEmpQUyxRFbCAjO6k1iOzYh0cmwrMTMOIMZeRmlBs9O4bnlNUispOeaN2GuJFO0lVS9IVc6Tk37mN+/fVXuuCCC8RtHrdw4sQJ3+8hAH4CU89Dm1+22jqnn9+9dtPOjZGdkvLAe3bUyM7R3NPeR3YM08uB/2iYZBMbJ/L1gyZVuKJOb1CWf1v6cRHeGOBnXtePNh06RaO6etY40lJprIgQFDsDBgygZ555RkwWX7RoEb3xxhtag0D0tgGhBAI7ocvxvGI6nHtaTFMe0j7dJ9uU/hxdGiuAkZ10+0mUTcqegshO4GmcYvucMl2IHa3Pjv0kL2dblZRV6kZNeDPUc0yPpuJiZSKcpbEsENnx+n8yl6CvW7dO9LV59NFHqUOHDmL5//73PxoyZIg/9hEAv6Cmvi2cBgcmrD+Qq6WwfGXOVatsSu2/vAMZ2Wlgr8DK8aKxoIzsJCKyEzAaJ8dqfZ4+XL5P99i+E4W0ZGeWFrmpFjvmkR0rVCn5krCK7PTq1Ys2b97ssPyFF14QQzkBCEWDMszKocWfR/PEda8W1f2+fBXZ4QyErJoJrNixldDnGCaZc+XOzswC6pyR7HDSkNVYCfDsBAy1W/dj3/xB1w9uo1VJjfj3QtOIhhbZsUcMqweBWsC560PCqvTcGXFxcRQd7Zt+FwAEBER2QpYTBbYUQpPUeJ9tUxU2sodPIE9G3GfHLLLz4i87aOwrS+i93/fqlqv9gBIhdgKGcVySLAVfusvRs6pFduwdkKXY8XZcRKgQERFGaSweG8EzsIyX9PR0at68uajO+u9//+ufvQXAT9VYVi7nBI5IX0u6XSD4AlXYFNqb9cn0QyCQjQR5ZITaS+WNhbvF9TM/VPc3W73vJL06f6d2X3boBYGhW9MUh35PK/bYqgNVHNJYhj47NSk9tzIRFk5jeX2keeBmREQEjRs3ToyN4Avf5mW33367mJvFk8d5EjkAIZPGCnOtc7q0gp749g9adyCHwoHsArvYSfKl2Kn+Qi60e2HUZf5GTj7nv0UWPLbb1X+YzevbolhbDp+i8W+toP/8tkvcb9cwMaDpNkD034lnaIch15523JVZ4FTsyHL16jRWmEZ26jlrKkih59lZunSpqMYyDv1888036eeffxa9dtjX8+qrr9Itt9ziy30FwH8G5TA/tv9bd4hmLdsnLn8+NSbkIwHZhSW61I+v0hMsGjg1JNNYgeygzJGl5Lgo8dqcyuL3xqMjJI3sxthFO7J0wyDbNUoK2D4CGxkpcUJ8ckWgbG65O8u52Kk2KNvFjpfjIkKFCKdNBYOvdrw+0vPmzRNl50ZGjRolHmP+8pe/iO7KAFgZncAJc7VzOKe6d8vvJt6CUCNbS2P5tsGabCIo01gxdmNpwCuy7O/viNJzR+5TllLyzD+kJw1tG9B9BDZS7ZPqc4tKhejZk1XocGiMBmVtXISXg0BDhYiIMBoXwf6c7777zmE5L+PHmMLCQjFDCwAro6YIwrEai30BMh2SbTf0MlnK7VCEU3EydeDLNJY6HkIKi0CmsZgGmknZ9v6O55U4+JTk5zf1gm4iSjfYR32GQM3Sjvx/7NVfq/1TKpGR+sgOR+T4/6W3g0BDhUgLV2N5ncZ67LHHhCdnwYIFNHDgQLFs9erV9OOPP9LMmTPF/V9++UUYlQGwMuHeZ+fG/66mTYdyac7tZ+nSId40rbMS+7MLafLnG2nt/hyHSIivkGmrfC2yE9iTkVZ+bv+MuHmihFNb3JlXRnY4rSW9ICB4YoeF9+r9J03X0SI79moshofMyshOuHl2opy8HytUY3ktdtiH061bN3rttdfoq6++Ess6d+4suinLpoL33Xef7/cUAB9TFebVWLIU9pGvN+tSH6Eqdh743yad0Ll9ZHuf/2KU4iYY1VhMml28zf3jGHVpmqyL7LBNh/0hckyB9PCA4CCr5w6cLNJSWP1a1ad19oaXjCy2Ur1fPPJhy+G8sKzGinSWxgrFyA5z1llniQsA4dNUMLyQs3kYFghqWXWoip1DJ4t0968d1NrnryHTVvLwBbrpmzyB/rYtU1wu6t1M9zgvUyM7IHjUt3t2Pl65X1y3SU8QxmWVKLuY4XQVj4bgNNbVb62ofjzcIjsR5v9frJCtq5HY4UGgu3btoszMTG0oqOTss8/21b4B4FfCOY1VZDdCMuwPKKuoCGmxs3b/STpimAbexHBi8QVGQ3Kg01hpifrGrDKS1aFxkiht/mjFfi3FJscWgOCmsYrt865uGNyG1h+sjuoY0zeccuQREyqBjhz6mygLG5S9FjsrVqyga665hvbv3+8wNZpLNyuUL1UArIz61xtmWkdrdGZGKIqdD5bbfj1LujRxHJ3gC4ziJpCl52pkR8JVPsxfejYVTQQ32E+mXPacHIeO9cGkfrz+sxrSIZ22HDllalCWwsZYG6COnggHIp15dkIxjcX9dXjy+Q8//EBNmzZ1aJ0NQKhQGcahnQJ7n5hwETuH7KXzcdERdMfIDnRmO/9UIMUYvqxldVagcNY3aFBbW6WrpFuz6g6+IDik2iM7ksbJcQ7iWI3smEVxkuKi6kRkJ9ICOsHrI71z504x4VxOOwcgVAnnpoJ5JmKnZVo8HTx5mk4rKa5QQRqG375hAA3r2MhvrxPsyI6z1FSLBvHiIkWfOq4ABNezI71eXEln9OCoFpZYk8q5xHCL7EREWNag7PX/5EGDBgm/DgChT1XYVmMZvQFMm/RE3XyeUOJEgX+aCBoxiptAeyq6OhExnDIZ2qGhdp/TWiC4qClHjupwlsNoaFcNu2Z/S4lhNsA1OpwiO3feeacoLT927Bj17NnTYdI5j4oAIBQI4yyWlsbiX5uyQd3YHk1pyc4TVGxvWR9KlWUn7eMhGvq4iaCzrriSQPtizH7p8/mDx0jcM7qT+Pz6tKpPnZugaatVDMpqZZxRLKvnfjOxYwUviy8JK8/O5ZdfLq5vuukmbRkrWjYrw6AMQtagXBWeBuV+rRpQ9+ap1Cgphv7Ss4nouVNh7+IaKt1bubeMLAWXHYb9RceMZJfiJxBcf2Zr+nDFft0+cBqgSWoc/f7wOQHfH2CO+rchKwPVNBaf31VPqxwZEc5EhVOfnb179/pnTwAIMGrqKsy0jpbG4ojA5HM76ebyyIGEoSJ25KgL/iXt7743XOIt4V/pbIgONE9c1J36tqovukX7o0s08A1cSj6mexNRMfePC7qKZerfp/H/l9pFOVyJctZnJxTTWK1bmzfy4n47PDLC2eMAWDuNFZpyhwXMe7/vFame20Z0EOHilXuy6Zkf/nRIw6ghdhY7fra/+MGv4/+TfkdF7KTERwWl2pQ/Q1V0Gat+gHWYeX1/3X1V7Bj9K3UishPpLLJDQafW7ig2K7/33ns0a9YsysrKorIy5/09ALAS4eDZ+WnLUXp+7nZxu1NGskj33PrRWu1xdVAmh5JZ8PBsHjXKY3Wy7X6d9CT/q7MWDRK023JYYzBQRWqz1Pig7QfwDnVwbF2M7ERauKlgjY7+6dOn6YMPPhDdknku1rJly2jq1Kl06NAh3+8hAAEZFxGaauewvRSZ+duHa3VCh2loEAjSJMmRnVAh2x7Z8bc52Vh67qoxo79JUfqvNKvv+07RwD/oIjuGKEe4dUv2qs9OqHl2eLr5O++8Q7Nnz6b27dvTtddeK4TO66+/LoaDAhBKhENkRx3waYaD2ImOIH5KSXkIRXbsnh1/l50bUcaLBTWyY+yqDKyLzrNjyN0Y01jh2CspylmfnXohJHa4pDwvL0+MimCB0717d7H84Ycf9uf+AeA3wqGpoPSzOKNRcozpF26JfZ5PKHDC3vFZTcmFO2qEKRgVYaBmqNEcYzRDjezwdPR3JpxRZzw7kRaI7HgcV9u+fbtIW40cORJRHBB+aawQDe14HdkJwTTWCft7NL4XfzG8k61D84DWDSiYyM9KbSYIQjiNpXh2rj6jldPRIKFMZDg0FdyzZ48wId92223CszN+/HiRxsJsLBCqhEdkp1rsJMdGaROxnaexbJGdUDEoc7pt8+FTAfPsMC9f1Ydmrz5Al/drQcFkyUMjKaewjNo0tHW+BtbHVel5nJLGCrcxEW7TWBawK3m8C82bN6dHH31UVF99+OGHooPyWWedReXl5UIE7dixw6PtzJgxg9q0aUNxcXFi9MSqVaucrjtixAghpoyXcePGaevceOONDo+PGTPG07cF6jCh1lTwFDfXMxhJZGTns7+dST/cNUz32EW9mzl8qYZaZOeHTUfp6Kli0e+GGyQGAv7F/X8jOlCGvVFcsOARBOiUHMLVWBHOIzsJseFZhh5lYYNyjfTWOeecQx999BEdPXqUXnvtNfrtt9+oS5cubkdFfPbZZzR58mR6/PHHad26ddS7d286//zzKTMz03T9r776SryGvGzZsoUiIyPpyiuv1K3H4kZd79NPP63J2wJ1DDV1ZfU01r4ThTTgmV/omndWUKldqPBwTBnJ4SnYatUOp2BeHd/XYTvVYic0IjvbjuWL6yv6t6DGQRYfAHiXxnJuUE4K08hOZKR101i1Ci6lpqbS//3f/9GaNWuEeOFIjCteeukluuWWW2jixInC9zNz5kxKSEgQfXrMSEtLoyZNmmiXX375RaxvFDuxsbG69Ro0CG6uHYQGusgOWZu1+3NE35cVe07Sz1uP0U+bj9IF/1mqpa+4ekcNm7dMq+4XY5bGChWD8p6sAq2HEAChlcZyblBOiKlbkZ2IUI3smNGnTx969dVXnT5eWlpKa9eupdGjR1e/eESEuL98+XKPXuPdd9+lq6++mhIT9TnshQsXUuPGjUXPH/YUZWdnu9xOSUmJqCxTL6CuR3bIshw8WUSr9p7U7h/PK6HbPl5He08Uivs8M8kIjxswQ37hFodIZGdPlu09tmtY3VEYgFCooot2KD2PCPvITlQQx0UYz+l8nvda7HCaaMWKFW7Xy8/Pp+eee074coycOHGCKioqKCMjQ7ec77P/xx3s7eE01s033+ywb9zgcP78+eK1Fy1aRGPHjhWv5Yxp06aJqJS8tGzZ0u3rg3A3KFtT7XC66fzpi+mzNQcdJppLVLHzytV9aPzAljR+YCvT7WlprBCI7HBTvz12QdeuEUy6wPqogsboU1GFUEJMmIqdyOB5dvg8rp7X+Tyv2zdPNsJpI552zhu48MILacCAAdSsWTNhMs7JyaGtW7fS0qVLxWwsNg+/8MILPn8jHNXp2bMnDRw4ULecIz0Sfpx9Q9zwkKM9o0aNMt3WlClThHdIwioQgqfuYWWDMhuPH5uzhc7p2piKSvXC/VBOke6+Ok7g4j7NxcUZWp8dixmU/7f2kEjVPX1xd5GOyy0qpT5P/aL1mWlqEr0CwGqogsZ44lcHD4drZCdSETWc0iq3F1QEIo118OBBSklJ0dlbVDw64pMmTaLrrruOvvjiC2Eyfuutt+jUKVs5KFc/sf+GjcbcYblrV9v0VyMNGzYU5uLjx4/rlvN99tm4orCwUHRtfuqpp9zua7t27cRrcdWYM7HDB8F4IEDdw8odlCd/voGW7DxBc/9wjHr+cUSfdu3RItXrL2OrGZTv/8I24Xt4p4Y0pkdT4U1S041ocQFCLbJjNCiXK7PWuLowHImO0Is9KXYCkcZioaOKHSMey0sWByx4+MKw2OF+O+np6RQd7b7DZ0xMDPXv31+kmy655BJtUjrfv+OOO1w+l0UW59/ka7uC53OxZ6dp06aevjVQR7FyNRYLHWf8eaxa7Dw0pguNP6Ol16WxFcGchWAgT5lBlWdP0W23V2ExQzuiqR4IDdSKK6NZV/0/F67iPVJ5zyx8iqky9PrsGOGUFkdkPBE6Ek4dvf322/T+++/Tn3/+KczEHLXh6izmhhtuECkmsxQWCyQWVioFBQX0wAMPCD/Rvn37hHC6+OKLqUOHDiLSBIAr1PO9dU79PG3bMcU0umsGPXtZT3Fb6rJL+jSj20a0d2he5omBMJgTvY0ngP0nqtNyRfZS+j+OyMgx0ZMX9Qja/gFQY4Oy4f9lQpimrlTU1J162wql5wE9+ldddRVlZWWJCelsSuYKrrlz52qm5QMHDogKLeOYCvYD/fzzzw7b47TYpk2bhHjKzc0VPqLzzjuPnn76aaSpgJfjIoJ/wJ79aRu9v2wfnd9db+KXM66MDQIzauBjkZGdchNBFQxf0pjpi+m00s05094k8Vhesbh++/oB1CgZKWcQGsQoAsd4fh/bowmN69mUzmgTvq1RIpXIjrPbwSLgUpNTVs7SVmwqNsLl5M5SDPHx8TRv3jyf7yOoI1ioGov/xmcu2i1uz9lwxOHxRkmxDqbGJjVosid/bclcejB5Z8keyrYP+TR2hM4tsqW2GiRiCCYIHdQuyaohWUZ6Zlzbj8KZaCVYoU46t0LazgKZNACCg/pVFOxzv7HiyghHNxJ9IXa0NFbwIzsHDVVlamSHq7GY1PjwG5YI6kZkx0q+uGB0ULZaZCfCm0GgAIQTVqrGyrGf3J3RNDWeEg3zdGqXxgr+F/HhnNMOy7ILS8RJQo7BqJ+AyA4IHVT/XB3UOqSastXIjhU8Ox6LHe5f06NHD3rkkUdo5cqV/t0rAAKAPswc3G8mnm5tpEuTZF3jQN+kseyRncrgR3Zy7KkqFW6YyM0E5UfDPXYACEWsVuEZCNQIjqpvQqoaizsgc0dCHtrJFU9c2s1zrr777jsqLraZCQEIJazUVNAssjOobZp2m5vqNUjUp3RqYtyVv7ysENkxC/MXlFRofp3EmEiHihYAQoW6mMaKUBSO+p0aUpEd7pbM3ZPfeecdMVn8yy+/FKXgDz30kGjix6XhPNCTq60ACLk+O2Q9sdNE6YyclhhDKXH6KEdNhIB8TrkFIjtFpfqxF0xBSRmdOm0TO/UT4NcBoUsd1DqkShr1OyakPDsq7KweMmQIPfvss2JUxPr162nYsGE0a9YsatGihelsLACsHdkJdhqrVCtPffQvXendCQOoa9Nkn1czyGosK/TZKTQxZReXVdLFM34Xt5HCAqGMsRqrLhCvTHM/UVBqqWosn5Sed+zYke677z5x4e7FJ09Wt3oHwLJUWedX2El76iY9KYZuObudJsCmXdaTujV13gK9pqWhwe6zwyH+UjfzudBfB4QydTGNFRcdSR9NGkQVVVU04b1VZCV83meHU1vGTscAWP2XV7AjO7LUuoGSuuFfQ8bp5Wd1SKffd2VTz+aez8OyYp8dsxQWl+2WKiLsxrPaBHivAPAddTGyYzbeJSPFGk1B4f4DdRZd6TkFObJT6Ch2zHj5qj50x8gONPP6/jV6Ha0aK8iRndMmKaykuOrfXjwKY2TnxgHeKwB8Rx0M7Oj416U9KT0xht6dcAZZAYgdUGfRfRcF+YvJ047BjZPj6P7zO1Pz+tXmZW+Itkg1ltGvwx4ltY/QVWfoI1oAhBqVdVztXDOoFa35x2jqUcMotK+B2AF1lmBXY5WUV9DcLUdFlMPTyE5tqe6zY400FvtyNj1xHo3qmkFJsdVCr7FFQt8A1JS6msZSsYIxWRL+Y1gB8GhcROC/mP639hA9+vUWuqxfc6303P9ixxqDQGUaKyEmUiupV1NrMCeDUIe7ngMKXbHToEEDU7XGy7gXT4cOHejGG2+kiRMn+mofAfB/ZCcIP8L2Z9tmQ32/8ahmzOV+Ov5EVmMFu1JEzgJLiKn+CmrRIJ52ZRaI28mGbtEAhAofThpIH63YT49f2C3YuwIUvP5GmTp1Kv3zn/+ksWPH0sCBA8WyVatW0dy5c+n222+nvXv30m233Ubl5eWiwzIAVqUyyFPPZQWWWoHk71lQ1X12Ki2RxuLIjuTmoe0oLiqSbh/ZwVLhbwC8YVjHRuICQlzsLF26lJ555hm69dZbdcvffPNN+vnnn0VnZZ6j9eqrr0LsAEujpq6CEeiQnYLVIZ3G+Ve+RhsEapnITqSuZNVYtgoAAEExKM+bN49Gjx7tsHzUqFHiMeYvf/kLpqSD0IrsBCGPZRQ7vVvU93tEI0prKhhcsbMnq1BcJyppLAAAsIzYSUtLE8M/jfAyfowpLCyk5OTqVvcAWBFV4AQj0CHLzc/rlkEdGyfRs5f39PtrWiGNte9EIb29ZI+4PaZHk6DtBwCg7uD1z6rHHntMeHIWLFigeXZWr15NP/74I82cOVPc/+WXX2j48OG+31sAwqiDcp49ssMeld4t6wfkNasHgQYvsjNr2T4qKa+koR0a0sV9mgVtPwAAdQevxQ6bjrt160avvfYaffXVV2JZ586dadGiRWI4KMMzsgCwOurg72B6dgI58DIqIviRnd1Ztoqri/o0gxEZAGA9sVNWVkZ///vfRXTn008/9d9eARAAjL11OLoTiCqgd5fupfl/Hte6CAdS7GiRnSB6dg6etJXct0pLCNo+AADqFl55dqKjo0W1FQDhgDFzFajoztPfb6Vlu7PFbQ60pAQysqNVY9UuslNcVkHTfvyT1uw76dXzVu7Jpn32/kIQOwAAyxqUL7nkEpozZ45/9gaAIEd2/E12QYnufpOUOIq0p5YCgazGKquoqtX7fWPhbnpz8R66YuZyl+u99MsOuvG/q4Q44vEY17yzUnssIyWuxq8PAAB+9ex07NiRnnrqKfr999+pf//+lJiYqHv8rrvu8naTAAQF46k+EJGdHcdtfhVJsxoO9Kxtnx3ZRVlGerxltQcRndLySnp1/k5xe8G2TJEilJ2bx3RvElCRBwCo23gtdt59912qX78+rV27VlxU+MsMYgeEamQnEPOxdmbm6+4H0q+jDgKVFVlR1T39alQ274rtx6rfa3ZhqTYP68Lezeg/4/vW7IUBACAQYofHQQAQDgSjAmvHcb3YyTKktQJVjSUrsuKiI33SENHh8aIyeumX7dr9/dmFmkeqaSrSVwAAi3t2JKWlpbR9+3YxAwuAUKQqCJEdYxrr2kGtKJDIaqzaVmTJHkHOeH7eNlqwPUu7//aSvVrqq3FybI1fFwAAAiJ2ioqKaNKkSZSQkEDdu3enAwcOiOV33nknPfvsszXaCQCCQaUhtOPvSA+Lq532yM5nfzuTPpo0iP46oCUFEvbJyOBObXrtFNgHeTLlJtthj46RjYdOiWsYkwEAlhc7U6ZMoY0bN9LChQspLq46HM3zsj777DNf7x8AfsMobvwd2ckvKaccu9elZ4tUMfQyGNO9Y6Js/+25i3FNRZt6qApLbF4clbSkGHF9/3mdaGRn/QToJkhjAQCsLna47Jy7Jw8dOlT3Rc1Rnt27d/t6/wAIYOm5fw92Zp7Nn5McG0UJQRyAGWNPZZXWMLJjFEmFSpRHklNoE3VndWhIXZqm6B5DGgsAYHmxk5WVRY0bN3ZYzsM/g/ErFYCaYhQ3/u6zk5lfLK4bpQTXsxJjL8Hi0vCaUFCiFzeFhvuqgbl+QgylJdiiPJK0RP19AACwnNgZMGAA/fDDD9p9KXDeeecdGjx4sG/3DoCAlp7793Bn5ZdYIrIRa09j1VjsFJe7FD+8XbmsQUI0NVDEDff5SYoNXlQLAFA38fpb51//+heNHTuWtm7dKiqxXnnlFXF72bJlYhgoAKFCoD07Mo3VODm4pdeysWBN01iOkZ0K06gO/w5KjoumtMRoXVQHEWAAgOUjO+zV2bBhgxA6PXv2pJ9//lmktZYvXy46KrtjxowZ1KZNG2FuHjRoEK1atcrpurNmzRJfjOpFNUXL1MPUqVOpadOmFB8fL4zSO3faurYCYCnPjj2NFezITkwtIzv5biI7uUWlWsNErv5qoKSx1NsAABAoahRPbt++Pb399tteP4+rtSZPnkwzZ84UQmf69Ol0/vnni349Zj4gJiUlRTwuMf4qfP755+nVV1+l999/n9q2bSsmsvM2OdpkFEYAuPLo+N+zY4/sBN2zUzuDslHcFBkMyrnSr2PvDp2eWP1+U+IC2zEaAAA8juzk5eV5dbTy8/VdYiUvvfQS3XLLLTRx4kTq1q2bED3cr+e9995zui0WN02aNNEuGRkZupMTC6Z//OMfdPHFF1OvXr3ogw8+oCNHjmBYKahBGsu/B80qaSytGqvGBuUylwblnEJ7ZMcexWnRoHr+1+Hc0zV6TQAA8LvYadCgAWVmOjYJc0bz5s1pz549Dh2XeZYWp5m0F4+IEPc5BeaMgoICat26NbVs2VIImj/++EM3uuLYsWO6baampoqokattlpSUCAGnXkB4s/dEIT3x7R/aidg0jeUwGtS3yNEQjUI8jeVoUK4wjeywOZmJUEZUBGKyPACg7pFnOKfzed7rNBZ/QXG1VVJSkkcvWlbm2Er+xIkTVFFRoYvMMHx/27Ztptvp3LmziPpwxObUqVP073//m4YMGSIET4sWLYTQkdswblM+Zsa0adPoySef9Oi9gPDgr28uF9VQJwpK6LVr+gUpsmMVz07tSs+5OaKryI707Mg0FjNr4hn0yFeb6V+X9azRawIAgCs4IKLy+OOP0xNPPOGd2GnVqpVXHh1ON0VH1z43z6Xsajk7C52uXbvSm2++SU8//XSNt8tdoNk7JGEVaDxQIHwoKa/Qyr4XKvOajI5k4/gIX1JcVkF59oiIZdJYNfXsuDUoV/fYkYzo3JiWTRlVo9cDAAB3HDx4UHh8JbGx+h+VHomdffv2UW1p2LAhRUZG0vHjx3XL+T6LI09gAdW3b1/atWuXuC+fx9vgaix1m3369HG6HT4IxgMBwpedyvBNngfFs5yiIiMcIjn+zLBIscUppJT44PaZiYmq55OmgjxBvbyyShiUNx3KpWW7s+mWYe20kRj17WksAADwNyx0VLHjs6nn3hITEyNK0+fPn68tq6ysFPc9bUbIabDNmzdrwoarr1jwqNvkKM3KlSvR4BBoFJVW6EYdyAhLoDw7/5izmUa9aOtB1bx+fND7zNTaoGw/fnKgJ/fZuei13+nZn7bRB8v30anTtjQWyswBAFYhoD8xOXU0YcIE0YV54MCBopKKx0xwdRZzww03CHMze2qYp556is4880zq0KED5ebm0gsvvED79++nm2++WTzOJ4177rmHnnnmGerYsaNWet6sWTO65JJLAvnWgMXTWMaUUqA8O/xaH604oN3v2jSZgk1tS8+lZycjJVZUV6lprN+2ZdKSnSfEbUR2AAB1UuxcddVVYrYWNwFkAzGnmubOnasZjA8cOCAqtCQ5OTmiVJ3X5Yowjgxxp2YuW5c8+OCDQjD97W9/E4KImx7yNtFjB0hKyvQn9dN2sWOsDPJHB+VDOUW6+90MQzFDuRpLTi9XDcpS6Bg9OwAAEEwCbh644447xMWMhQsX6u6//PLL4uIKju5wBIgvAHgypbs6suP/Dsr7s/Vip3/rNAo2MZGRPmkqKNNYRoOypHuz4As7AAAIqGcHAOuksWwneUeDsu/VzoGT1WLn0b90pcHt0ynkIzt2cdPELnby7H11VGZc048aJqEIAAAQ4pGdoqIikXbiZoEq3BMHAKvw+eqD9Mp8/ay0EieRHX94dg7n2DoG3zKsLd1ydjuyAr6ajSUjO0dO2foHqSCqAwAIabHDnhs2FP/0009OK6YAsAoPfrnJYVm1Z4f87tmRwsBK/pUYOfW8vJL2ZBXQk99tpTvO6UBntEnzalxE16YplBgTSYVKtZukVVqCj/caAAACmMbi6ic2AnN5N08ZZzMwD+Hkaqhvv/22FrsCgG9xFrmoTmP537MjUz5JscHtreOsGuv2T9bToh1ZdOVM5+NVVLhPkTx+XI11cd/mpuupIyIAACDYeP0N/Ntvv9E333wjyse5cornVp177rmimQ+XjI8bN84/ewqAl5w2iTi4Mij7JbJjRbGjdFDed6LQq+eqlVeJsVG6IZ+S16+1jeMAAICQjexwmXfjxo3FbS4H57QW07NnT1q3bp3v9xCAGlJUZl4lVGw3LAeig3JBsS3lkxRnIbGjzMbytpGiTMvFRUdQdGQEpSnpOfbprHpkFP2lZ3U3cwAACEmxw8M5t2/fLm737t1bzKk6fPgwzZw5UzeyAQArdU42i/gEos+OTGMlWymyoxiUvX3L1Wm5aAcvUmp8NDW2m5YBAMBKeP0NfPfdd9PRo0e1qaJjxoyhjz/+WIyDmDVrlj/2EQCfprFk351Kg6XHH8MiZAM+a0V2ai92ku3vp4Ey/yot0TombAAAUPH6G/i6667TbnNHYx7fsG3bNjEZnYd9AmD1yA48O9WeHW+jWZp4s0eqVIHTrmFiLT4tAACwUBqLOxVzjx1JQkIC9evXjxITE9HFGFgKnsZtFtGQYsd4mvd1U0Henpb2sVRkp7r03FuxYzRcq2msVukQOwCAMBE7Tz75JBUUFDgsZwHEjwFgFaSoUT0lap8df5eec2RJbjPZ7nGxAtq4CGFQrl1aTh322TAJaSwAQJiIHf61yvOojGzcuJHS0oI/9wcAZ2ks6TORfWIcmwr69tjJyqXIiHqieskqyAgX98xRj0GlBwdANhSUhmuuyBrSPp3apCfQme2CPwoDAADM8Di2zmXmLHL40qlTJ53g4a7JHO259dZbPd0cAAEXO9KwHCjPztFTtlERDRJiTH8gBFvsOAxILa+ghJgorw3XH00aJCJELOoAACCkxc706dNFVOemm24S6arU1FTtMa7EatOmDQ0ePNhf+wlAraux5MnY2SBQX4udxTtOWHJOlGwqaEzzFZa4FztmTRLRLRkAEDZiZ8KECeK6bdu2NGTIEIqOto4HAQB3kZ0+LevTxX2aiTlQziI7vqw9/+PIKXr51x3idq8W1T8MrBTZySkq9ahU3+ql9AAA4A6vv7GGDx+u3S4uLnaYes5jIwCwUgflSUPb0mMXdKO5W47qq7H8OPV8/YFc7fY5XWwdx60W2TG+30JD9VqozPoCAAB3eO2a5KqrO+64Q4yM4HJz9vKoF2Bt+ET//aYjHv2KD3WOnSrW9YKJjY7Uj4uo9F8a61COza8zrmdT6tuqgSUjO+5K9c04dbpMV9kGAABhKXYeeOABMQz0jTfeoNjYWHrnnXeEh6dZs2b0wQcf+Gcvgc94e/EeuuOT9XTTrNVhf1S3HD4lrrvZPTNx9plQUug5lJ778LUP557W0mdWw5nYYc+OO3KLIHYAAKGH17Ho7777ToiaESNG0MSJE2nYsGHUoUMHMf2cx0Zce+21/tlT4BO+Xn9YXC/fk00VlVVhW0HDUYo99one0iAcHxMZMIPyoRxb402zqeDBBpEdAEBdw+vIzsmTJ6ldu3aaP4fvM0OHDqXFixf7fg+BT+mUkazd3pPl2BwyXNh06JToIZOREkuNk23DKWWvm5Jyc8+OLzsoHzxpi+w0t6LYsXt2PB2vYZbGUjsnAwBA2IkdFjp79+4Vt7t06UKff/65FvGpX996IXugJ9/eFE49cYUjq/baRPgZbaobXco0VnVkx2BQNnh4akpmXjGdKCghDpp1aJxEViM60jyaV+hG7HATQmlQrg/PDgAgnMUOp664WzLz8MMP04wZMyguLo7uvfde4ecB1ia7oNShw284sv5Ajrge2FYRO3aDcvW4CP1zfBXX2Wz3CrVvlOS2b00w4AaHZqmsIruQcUaeIo5TIHYAACGE19/ELGoko0ePFhPP165dK3w7vXr18vX+AR+j9lbJKw7fyE6u/cTcJMWWwmLi7WKHvUocpfBXB+UNB21l5z2bW6u/jjGVxbOxvInsyGPKYzfC1esFAAhPav2zk43JfAHWhz0pOYVldSKyIyuupCmZiVXmU3EJvkNPQR+JnQXbM8X1kA4NyaqIyE6Jd5EdWYmlDv8EAICwEzuVlZU0a9Ys+uqrr2jfvn0iHM4dla+44gq6/vrrLTX/BzjCv9xLK6p/zUv/RTgiU1UJqtiJiiD+E2VNw76dKvJ9U8Gs/BLacjhPvM6Izo3IqpiZlN1Fdvi9MWmJsX7bLwAACKpnh3/1XnTRRXTzzTfT4cOHqWfPntS9e3fav38/3XjjjXTppZf6ZQeB7zBWXy3ankW7MsOzIktWFkmfDsNinAWPjOwYDcm+COyss3uFOjVOpoZJ1hUFZp6d026aCu7PtpXyt05L8Nt+AQBAUCM7HNHh0vL58+fTyJEjdY9xk8FLLrlE9N+54YYb/LGfwAdsPGQzzkq4187YVxbTjmfGhl1UTqaxjAZh9u1wVEeIHT94dqTY6dfa2pWJZmLHXWRnX7atd1CbdIgdAECYRnY+/fRTeuSRRxyEDnPOOeeIyixuKgisy+ZDuQ4nurKKKu0kFi5wFNIsjaVGekQayw9NBdfvtx1jq42IMJKozLaS/YeKPI3spCf6ee8AACBIYmfTpk00ZswYp4+PHTtWK0kH1iTT7rno1lQ/rHWTXQSFC+xL4oorYxpLrcjioZe+7JjMcIXXpsO2Y9mvlbUjOynK1PI0e4NAOdHc3byvlkhjAQDCVexwp+SMjAynj/NjOTm2ED6wJoV2QzJ3FVbZdiyfQv19/Wf+Tjpin0elDjk1RnYaJdve+/G8Yp+nsbYfyxcRIxYS7Rpar5mgijq1vFl9W5fnE0oPJjNy7W0L5GBVAAAIO7FTUVFBUVHOLT6RkZFUXh6+1T3hQIF90ONl/VrQ+IGtaEDrBrqS4lBl+q876MVfdtD5L9vGlcgUFncKjjZUHcnxDTyo02E2Vi07KO+1z+Lq3CSZIizeh0YVOzItJQSgk5I0Xp5vF8sp8dZrlAgAAK6I8sYHwVVXPOncjJISQ9MOYDmkJyM9MYamXdaT/vv7XlqzPyfkmwtuPGgzXvPJmKMPZpVYkub2KAZHgap8HNmRkSX5GlYmOa66V07LtHgx2qK8sopOFJZos8RUuCeTPDyp6J4MAAhXsTNhwgS366ASKzTSWNKcKk9a6hiAUCQjtfrkfNkby+j5y3uZprBUIXI4pzqyI3vv1NbBI8WOTAtZmSTFs5MYEyXSe8fzSuj4KXOxIwUxm5lj7TPGAAAg7MTOf//7X5+8IM/SeuGFF+jYsWPUu3dv+s9//kMDBw40Xfftt98W5exbtmwR9/v370//+te/dOtztOn999/XPe/888+nuXPn+mR/wwnZRFCmMFLiwkPs5BRWe032ZBXS/9Ye0pmRVaQQOZJbTFH2gZhREfVEVVptOygfzi3WvYaVSVbSWKkJ0WKsBoudo6dOU88WjmMu5NBYRHUAAHViEGht+Oyzz2jy5Mn0+OOP07p164TYYWGSmWlrr29k4cKFNH78eFqwYAEtX76cWrZsSeedd55oaqjCVWJHjx7VLlwmD/RwdZKc9i0jHnKYY16Ij43gCeNMa3v/l9mrD4pr4+wno2dHVmxF2HsM1baDcmilsarFTtuGieLC/L7rhOn6UuxIgQwAAKFEQMXOSy+9RLfccouYnN6tWzeaOXMmJSQk0HvvvWe6Pvft+b//+z/q06cPdenShd555x0xsoIbG6qwj6hJkybapUEDa/c4CQZcai0xprHkiYz582gefbn2kIhysGGV74eK2OnTUl/urY7GkDRLjdeiXDKixZEdn3h2ToVOGkvttdQmPVGY1pk5G46YRrgQ2QEAhDIBEzulpaViOjpPStdePCJC3OeojScUFRVRWVkZpaWlOUSAGjduTJ07d6bbbruNsrOzXW6HzdR5eXm6S13x6/CJXY5MkFU1fNKXJ7ixryyh+77YSAt3ZNGk91eL+2v3nyQrwvv83tK9Wsl07xZ6sTP53M4Oz+HBoGzQZo6csqWd5ATv2mgdPr6yqq1ZfUfPi9XIUSrwGibF0MC2aZqoUcUvV5iVlFdA7AAALI3xnG4smgqY2Dlx4oQoXzf26uH77N/xhIceeoiaNWumE0ycwmJfD0d7nnvuOVq0aJFocMiv5Yxp06ZRamqqduH0WLhTaC875xSWHA0hUxJchSPLtSVbj+SJgZbMq/N3kRVZsvMEPfX9Vs2fo3pNZl7Xj64Z1Mr0ecbIS7XYqbnaYa+LTA+plU5WZWyPJuJ9D2mfLv4euHJN9s9hPxOzZGcWjfz3Qpo65w8tCiZTnwAAYCX4PK6e1/k8rxIyDTOeffZZmj17tojixMVV/3K++uqrtds8nLRXr17Uvn17sd6oUaNMtzVlyhThHZKwCgx3wSMjO2p/FRY+fMJj70re6XLNu8KUKH4X9rdYEXWIKVcJSd8JM7Sj84njLRrE0+bDpxzETm08O3JfQsGvIwXf2n+M1v09NE2No5OFpUK4dWuWQtN/3SmWf7bmIN11TgdxOzEWlVgAAOtx8OBBSkmpng5gbJMTMLHTsGFD0Xjw+PHjuuV8n302rvj3v/8txM6vv/4qxIwr2rVrJ15r165dTsUOHwRn/YLClfl/HneYicS/6Nm3wyc4Tl2UK131svJtv+4Zq/bHk7OamDE9mogp4x9OGiiGf6oncSMdGyfRTz6M7LAR+taP1oWMX0dS3z4mQtI0NZ7+OJKnpffUyqutR/Md/n4AAMAqsNBRxY6RgKWxYmJiROm4ai6WZuPBgwc7fd7zzz9PTz/9tCglHzBggNvXOXTokPDsNG3a1Gf7HurwSfzjlQfE7dHdMkxnJHEflSz77Cxmd1ahaZTHSuy0R1OapcbRo+O6idvDOjai/vbO0M7oapgNFhURUavIztr91WNSRnd1PlLF6kiv0TF7Sk5WlzHLdtuqtBINU+QBACAUCOg3F6eOuDkhixbulTN9+nQqLCwU1VmyKWHz5s21XBt7cKZOnUqffPIJtWnTRvP2JCUliUtBQQE9+eSTdPnll4vo0O7du+nBBx+kDh06iJJ2YGN/dhFlF5YKc/I9ozvqDov0YKzed5LeXrxHW74nqzpFVGzw81gFmV6bfnVfl5EcI10MYqc6jVUztcPeFubSvs2d+oRCAY7sMEftnh3+u5HIrtSI7AAAQpGAip2rrrqKsrKyhIBh4cIl5RyxkablAwcOiAotyRtvvCGquK644grddrhPzxNPPCHSYjyNnZsK5ubmCvMy9+HhSFBdS1O5Yv1BW+ShV4tUh+63MlXx/NztuuXqUEjZn8dqnLBHouRwT09pk55ADRKitYqk2lZjceqHOaONvkow1GDPjiyh5woso2mdSTTpSg0AAFYn4DHpO+64Q1zMYFOxyr59+1xuKz4+nubNm+fT/QtHdmfaUlJsOjXiSZM4PvFZDZ5sXmiPNnDptDewV+n1a/vT+LdX6MVODQdG7LZHwdo3qjZIh7LYOXqqmIrs1XtGENkBAIQiAW0qCHzHzuP59OxP20TjP887+9o6DKt4MsGaIzu1HaXgr0aC3DPImxSWWpFlNGDXxLPDKT6ZTmvXKIlCGWmuZrEjR4sYqcmxBgCAYAOxE6K8sWg3zVy0mwZPm28qRMqV7sHyZGzW7M4Y2XEWnbCaSTnLLna4Akv2DapJFIM5WVimlY9760/i5/Dh5/463kaYrEZGSpwYisrVZQdzbH6d+gnRumo8s+GqAABgdSB2QpRNh05p0Qijt2L6rzuoxxPz6Ldtx3VjDMx6wBibxE2/qq/p65VYzLcj/ToNvfTrSKIiq//0uzRJFtc8QPTvH671ajs/bTkqrge2SauR6LLaCAkWj8xue6Ubi2G5jEEaCwAQikDsWBQuA3eVOmKDrbFShjmUUySawXHqiTsMc8PAY/a+Kc3ciB1uzOds1IHVfDuHcmwCrpFyIvYWbqr36+SzqWVa9XFZtCNLGxDqCbw+c1GfZhQOcBm/WtbPkZzGKRA7AIDQBmLHgny9/hCd8c9fXY5pUAUOm3UPniwSAkmOeGDqUT3hbSmrqBIm3MYmUZCmKdXihsVQkjINW6W2FVlLd56gxXZhUFNUwbVst23+Wb/W+nlY3pCeFEsdGic7RGTU7spGftx8lM5+fgG9u3SvuC+FZMfGtuhQqNNEip3jBZpHp3Fy9d8IOigDAEIRiB0LMuWrzeL65V93eCR22F8x7PkFQiDd+lF1GoYbBY56cZG43SQlTpe6kXTMqDbVdmiUJErT1YnYkuJaRHZYpFz37kq64b1VoltzTWCR0X3qPPpmw2GqrKyiFXtsYmdYB+djITzFmHzad6K6oaKEX/PezzbQ/328jg6cLKKPV+ynsopK0b+IUaMfoYzstbPLXmGWEBtFA9rYmjRynyZPqvcAAMBqoLTCgvCv6eIy16JArZb5Zat+BIdk3pZj2nryF7uRFg0SHPwYfFIrVTos5xWX18qzw3O3VEOvnLDtDSwymLtnb6Az26WL98XG2S5Nax9RUWeCMWaCbNuxfPp6/WGdwLSlGm3HK80weiFUkWlM2U2b++r8/ez2Il3Iw0L5AgAAoQbEjgXh2U6kyQ3Xgz2Z9QdyTdepUDw/zjw3sscMM7RDQ4eoEad6WOzUJLIz9ZstojT+gfO71FrsqHDKTqbdok2iVd5inP1lJnb2GqI9nBpkIzjDBt4Iqw4Q85Im9siOKoD5b+TKAeE9KBcAEN5A7FgQteKFTcpGTwmnVFRBsuGgudhR1+FyYmewSXfDwVN0Wb/mDo9xHxvGVUk2G3pf/Hm7EEtD7IIpt6iUPli+X9wepcyL2nHcNlCypiTHRmll0S2VqFRtMB5fmZpSUcdnSD5fcyisUlhMfUN1HjomAwDCAXh2LIh6gsk3ae5WVINZVf+wD8o0g026V/Rv4XDS5/SMTFu4Miizn+b1hbvpmndWCiGmjlBQOwwz7HdxBnuM5PNV1GVcPXYg21aJpVZR1QZjxfjJwhJdROevby6nD1fYhNvVZ7Skm4e2ddqgMNRRJ50zKDUHAIQDEDsWYt4fx+jp77dSqdIQMNOkQ7KawvKEUV0a09mdvDfy9m5ZX4vsuCo9zz1ta8qnzuHaolQ07ThWHc1RJ2mrvPLrTur1xM806f3VDo+dUMQHN+/bc8Imnlqn+2Y8g9Gzk2NvMmjbrx20au9JyrR7WDhy9Y8L9MLxQSVNF+pA7AAAwhGIHQvBDe24pFk2DGROKeZeibNW/pIr+7fQ3W+Q6J15dtbEM2hI+3SaflUfrWPuwZOnRQ8fM/KLq8XBxoO2fd+vRHC2K2LnmJPxFrOW2Uq5F2zPcugvlF9cruvkLKNG3QzTy2uK0W6TrYirMkOkSXZJvv7M1uKaI2JtGob2TCyXYgcdkwEAYQA8OxaHhQ3PwDpwspD+M76fMIs6G9LIzLyuHyXFRtMXa21+kpqcsEZ0biwuTFqizY/y3Nxt9Py8bbTqkdEOU8ZPKhPS5ayuU0q054i9Fw2TW1Qm+gLFG/aJTdlyCjkbhNkYLVHfr2oU7t7cN2KHj5cK76OE91VFNjF8aGwXUZI9pkcTCieMHbW59BwAAEIdRHYsDosGnoH14+ZjIp1ijKSobHt6DI3p0VR0QvbVCathcnVUiAMuK/fa+ts4M/TKyE2eInaMyPEVzmZv8SBKlcJSx0hW24aJumZ3tWH8wJZiBpTZ62Xm6/dFjk7g9gAX92ku+hKFEyym2QQuweBPAEA4ALFjEZx5YmSZtTrp+2SRY7UQCxxpJjaegGuTijCOY9hh76zrTOxIocLl6s74ZsMRlz4k9vVw88Ct9nRVkYnYeWiM73wyjVPiaPGDI+mXe8/WzNhykGpmXnVKyyzNE46kKsIPgz8BAOEAxE6AYcPxBf9ZQp+sPKBbXuBEHKhpGzm9PMekNLp+fHUEJtYQ2YkXfXtqRrphkvfWI46jFLLtIkwdn2AW2enezJZ2+mz1AZ0vh0vX1WGmMxbsEs0DL3ptqbhfaJK2G9ml9p2TVbgzcKv06lL2wtIK+nTVAc2YLAmXfjquUAUdIjsAgHAAYifAPD9vu5hf9cjXtpEQZiZcZ2Jnf7YtynNSqRYyO0HF+TCyo068ZrIKSoUvh0c/LNyead8ffRqLhYyZ2Lm0r62Pz/G8Emo75UcRvTFLU220G7TL7eZgo2+Guzr7I33E24yOrKdFmt5ZsofqImmKod3W4BIAAEIbiJ0AwSdPFgHSwOtphZUqdmQ1VI49jdWlSfWoBHVaeawPPTtqxEg2C/zHnC1iqOeN/10t3lO2YlDm5oWcwlINyhI2Ng9ul67df2vxHo9K6VUxxFXitwxrR/5C9pXh0vndWbZjv/iBkfTUxd3px7uGUV1A9UIhsgMACAfwsy0A7M8upJH/XkiX9m2h62rsSWRHjZpIkSOX9W1VX8xsYjplJPslssODQrl53+nSSuEZ4kql3ZnVvh0WNrIvEJtbOSXFokxGZVS4R87DY7vQW0v20A+bjooScvYkuerhw94Zecz+OqAF/fPSnj4ZEeGMxJgo8R7ftAuxEZ0bifTWDYPbUF1BrbZLiA0vAzYAoG6CyE4AeHvJHuJz/5frDjmkZKQYevK7P9xuRza7k6Knd4v6pqkHY2THWE7sDWx6XnDfCPrpbltUgyM2e5Ro05f2Enc2sspOwnvsEREjyXHRolHhjGv6aVEpbiLIaS1nsF9HNlbklIo/hQ6TaD+5r91va4549RmtqK7BolSCyA4AIByA2AkA6sRw1YjLKSC+3PPZBi1C4woZ0ZFpI3WS+YA21cM1YwyCwOi78ZaoyAhdabbKU99v1YzM6XbBJcUOC7AYewdmaQKWtExL0Kq77p693ulrbzyUS+/bZ2xJIeJPjOMRWium5boodmQHbQAACGXwTRYA1B4yamSHhc/24/lOp5Yb4fV5IKeM7LCYmHfP2fTm9f2pf+sGuoohtdeOsaKqJhgjKuxhUeHmg7IR4F77OAc2EvPF7CTaTBFqJxTPjxE2Qkvi7aX1/sQYyXAm8sKZdHsjScY4Lw0AAEIRiJ0AoHpSck+X6srN1QZ6nOKRjO6aQb1apIrbTVLihB9GRndkhKdBQgx1bpJM53d37OKrCgO1SZwvYGF1eT/9SIqGiTFaBEmmubhCTK2aUsWOKgA95XCuubnblyQaqo+MBu26wLndMujMdmn0t7P9ZwQHAIBAAoNyAFAnhqu3eaK5TEkN69iQPpw0iFbuyRYTtqde0E38ql66K4v6t0qjy2cuo6z8Errr0/WaUFB9OkZsDQbL/PLrvFVagkj3sPGZ+9HI6JE0tu44nq95hdSqrERFSHAZ+uzVB3XbZVHnbHZWoFJKahqLU3DGbtR1AX7fs/82ONi7AQAAPqPufZMHAbWiSoUjOyftQyel32VQu3R67Zp+oqsviweu4OJqoAb2dMoau3HWXXdb2U3Zlzzyly5iTMODYzqL+7yPkqap8dTGLkakoGOPDkeezBry8fv8/s6hdH73DG0ZV325Elg3DLYN3/Qnasqvfnw00jgAABAGQOwEAOmxMeutIyM76uBLM1o0cIxquIrYyBSYL/nb2e1pwf0jhLAxlig3bxBP7Rol6dbnyI5Zik3So3kq9WxevZ8tTd6jhAVWIBrctVMmmNdFvw4AAIQjSGMFADYVm7E7q0CbK+UqJcUMaptGv22zdSz2BJEG49Lpgf4rnea0k6R5/XgR9VFJiY8S6Sr2JclREUYylG20sFdoyZ46y3Zni9QVR8DO6WKbwu5v2jdOqtN+HQAACEcgdgJceq7y7tK9WiShoZuKqVFdM8SoCW7a5wkcKZp+dV/yJ4Pbp9O3G21DPZvVjxeGZNlYkEmKiRLRp9tHdnC6DbV8vqW9Tw/D5tjnr+hNgUaN7CQphmoAAAChC9JYAaDYSYfgAyeLtHEQarmvGR0aJ9FXtw2hm4e2FfdHdw1MpMMVo5R9aGoXLUseHGk6Dd2T6BALHxY51wxqRe0NKbFAwRG2i3o3E/6jQHiEAAAA+B/8dPUzHOUoqzCPxvDg733ZRcJofEbb6qaAzuDSdPa5nNO1MfVSuicHc4bSt3ecRRH16mmGaI7wmKWEnJGhRHZ4G4/8pSsFE45EvTrevxExAAAAgQVix884m/uklm2P7dFUN7XcFZwmGtK+IVkFM9HFoyUW7cgSvht3qD2AWiueHQAAAMBXQOwEya9TPyGGCktPi9tD2ldPAg8HujZNERdPIylc4ZVfXKYrZQcAAABC1rMzY8YMatOmDcXFxdGgQYNo1arqcQBmfPHFF9SlSxexfs+ePenHH3/UPc6zpaZOnUpNmzal+Ph4Gj16NO3cuZOs5teJiqgnvCjMxX2a6cYSnKHMtaqLcBWXFdJyAAAAwpOAip3PPvuMJk+eTI8//jitW7eOevfuTeeffz5lZpqXVC9btozGjx9PkyZNovXr19Mll1wiLlu2bNHWef755+nVV1+lmTNn0sqVKykxMVFss7jY/6MFvInssB+Fy8Hfur4//evSnpRtbyborpkeAAAAAGpHvSoOjQQIjuScccYZ9Nprr4n7lZWV1LJlS7rzzjvp4Ycfdlj/qquuosLCQvr++++1ZWeeeSb16dNHiBve9WbNmtF9991H999/v3j81KlTlJGRQbNmzaKrr77ao/3Ky8uj1NRU8dyUFM/SL56y7VgejZm+RHRIXvvYudryNg//oN3e9+w4n74mAAAAUBfI8/D8HbDITmlpKa1du1akmbQXj4gQ95cvX276HF6urs9w1Eauv3fvXjp27JhuHX7TLKqcbZMpKSkRB0i9BCKyo9LN7mlp10jfiA8AAAAA3mE8p/N5Pihi58SJE1RRUSGiLip8nwWLGbzc1fry2pttMtOmTROiSF44uuTv7smxUfpD/Z9r+tLVZ7SkWTcO9NtrAwAAAHUBPo+r53U+z1Ndr8aaMmWK8A5JWAX6S/DICeWxhsgON8179vJefnlNAAAAoC5x8OBBXRorNjY2OGKnYcOGFBkZScePH9ct5/tNmpgPi+TlrtaX17yMq7HUddjX4ww+CMYDEejIDgAAAAB8AwsdS3h2YmJiqH///jR//nxtGRuU+f7gwYNNn8PL1fWZX375RVu/bdu2QvCo63CUhquynG0z0MjITlw0xA4AAAAQDAKaxuLU0YQJE2jAgAE0cOBAmj59uqi2mjhxonj8hhtuoObNm2u5trvvvpuGDx9OL774Io0bN45mz55Na9asobfeektrSHfPPffQM888Qx07dhTi57HHHhMVWlyibgW0NFaUPo0FAAAAgDAUO1xKnpWVJZoAsoGYU01z587VDMYHDhwQFVqSIUOG0CeffEL/+Mc/6JFHHhGCZs6cOdSjRw9tnQcffFAIpr/97W+Um5tLQ4cOFdvkJoRWQKaxENkBAAAA6kCfHavirz47MxbsohfmbRe3eZI2BkwCAAAAYdxnpy6yJ6tQux1vqMYCAAAAQGCA2PEjKfHVWcLUBM+mmgMAAADAt0Ds+JGUuGqBkxJXJ1saAQAAAEEHYsePpMYrYke5DQAAAIDAAbHjR1SBowofAAAAAAQOiJ1ARXaUlBYAAAAAAgfEjh9RfTqqWRkAAAAAgQNix4+oFViI7AAAAADBAWLHjySr1Vjw7AAAAABBAWLHj8CzAwAAAAQfGEn8SFJsFP134hlUjzsox6CDMgAAABAMIHb8zMjOjf39EgAAAABwAdJYAAAAAAhrIHYAAAAAENZA7AAAAAAgrIHYAQAAAEBYA7EDAAAAgLAGYgcAAAAAYQ3EDgAAAADCGogdAAAAAIQ1EDsAAAAACGsgdgAAAAAQ1kDsAAAAACCsgdgBAAAAQFgDsQMAAACAsAZTz4moqqpKHIy8vLxgfx4AAAAA8BBPz9sQO0SUn58vDkbLli09Pb4AAAAAsABxcXEUExPjcp16VTKsUYeprKykI0eOUHJyMtWrVy/YuwO84PDhw9StWzfaunUrNW/eHMcuTMDnGp7gcw0/DlvgO5iFDgseVyCyw8aliAhq0aJFoD4X4IcQJgvVlJQUHNswAZ9reILPNfzIC5HvYBiUAQAAABDWQOwAAAAAIKyB2AEhDYdNhw8fbunwKfAefK7hCT7X8CMlRL6DYVAGAAAAQFiDyA4AAAAAwhqIHQAAAACENRA7AAAAAAhrIHYAAAAAENZA7ABL8+yzz4qu1vfcc4+2rLi4mG6//XZKT0+npKQkuvzyy+n48eO65x04cIDGjRtHCQkJ1LhxY3rggQeovLw8CO8AGLutXnfddeKzi4+Pp549e9KaNWu0x7mh+9SpU6lp06bi8dGjR9POnTt12zh58iRde+21ovqjfv36NGnSJCooKMCBDgIVFRX02GOPUdu2bcXn1b59e3r66ae1eYMMPlPrs3jxYrrwwgupWbNm4vt2zpw5usd99Rlu2rSJhg0bJrod83im559/PiDvT74JACzJqlWrqtq0aVPVq1evqrvvvltbfuutt1a1bNmyav78+VVr1qypOvPMM6uGDBmiPV5eXl7Vo0ePqtGjR1etX7++6scff6xq2LBh1ZQpU4L0TgBz8uTJqtatW1fdeOONVStXrqzas2dP1bx586p27dqlHaBnn322KjU1tWrOnDlVGzdurLrooouq2rZtW3X69GltnTFjxlT17t27asWKFVVLliyp6tChQ9X48eNxkIPAP//5z6r09PSq77//vmrv3r1VX3zxRVVSUlLVK6+8gs80hPjxxx+rHn300aqvvvqKVWrV119/rXvcF/8vT506VZWRkVF17bXXVm3ZsqXq008/rYqPj6968803A/IeIXaAJcnPz6/q2LFj1S+//FI1fPhwTezk5uZWRUdHiy9VyZ9//in+gy5fvlz7jxsREVF17NgxbZ033nijKiUlpaqkpCQI7wYwDz30UNXQoUOdHozKysqqJk2aVL3wwgvaMv68Y2NjxRcjs3XrVvFZr169Wlvnp59+qqpXr17V4cOHcaADzLhx46puuukm3bLLLrtMnNAYfKahBxnEjq8+w9dff72qQYMGuu9g/k7o3LlzQN4X0ljAknCaitNQHC5VWbt2LZWVlemWd+nShVq1akXLly8X9/ma0yMZGRnaOueff76Y4fLHH38E8F0AlW+//ZYGDBhAV155pUgt9u3bl95++23t8b1799KxY8d0n21qaioNGjRI99lyiJy3I+H1eb7dypUrccADzJAhQ2j+/Pm0Y8cOcX/jxo20dOlSGjt2LD7TMGGvj/5f8jpnn322bjo5fy9v376dcnJy/P4+MAgUWI7Zs2fTunXraPXq1Q6P8X86/s/C/7FUWNjwY3IdVejIx+VjIDjs2bOH3njjDZo8eTI98sgj4vO96667xOc5YcIE7bMx++zUz5aFkkpUVBSlpaXhsw0CDz/8sPgRwT84IiMjhYfnn//8p/BuyM+LwWcauhzz0WfI1+ztMm5DPtagQQO/vg+IHWApDh48SHfffTf98ssvwsQGwofKykrxy+9f//qXuM+RnS1bttDMmTOF2AGhx+eff04ff/wxffLJJ9S9e3fasGGDKCZgoys+U2AlkMYCloLTVJmZmdSvXz/xy4AvixYtoldffVXc5l8CpaWllJubq3seV2M1adJE3OZrY3WWvC/XAYGHKzm6deumW9a1a1dROad+NmafnfrZ8t+HClfZcSUIPtvAw1WOHN25+uqrRer4+uuvp3vvvZemTZumfV7yM1TBZxo6NPHRZxjs72WIHWApRo0aRZs3bxa/EOWFowEcFpe3o6OjhU9AwjlfPmEOHjxY3Odr3ob6n48jRVwSaTzZgsBx1llnic9Khb0erVu3Frc5xM1feupnyykSzvmrny0LXRbFkt9++01EjdhDAAJLUVGR8GWocDqLPw8Gn2no09ZH/y95HS5xZ8+l+r3cuXNnv6ewBAGxQQNQC9RqLFl63qpVq6rffvtNlJ4PHjxYXIyl5+edd17Vhg0bqubOnVvVqFEjlJ5boJVAVFSUKFfeuXNn1ccff1yVkJBQ9dFHH+lKXOvXr1/1zTffVG3atKnq4osvNi1x7du3ryhfX7p0qajaQ+l5cJgwYUJV8+bNtdJzLl3mNg8PPvggPtMQq35dv369uLAseOmll8Tt/fv3++z/JVdwcen59ddfL0rPZ8+eLf7/o/QcACdih/+D/d///Z8oY+T/LJdeemnV0aNHdcdr3759VWPHjhV9HPjL97777qsqKyvDMQ0y3333nRCiXLbapUuXqrfeekv3OJe5PvbYY+JLkdcZNWpU1fbt23XrZGdniy9R7ufC7QQmTpwovqxB4MnLyxP/N/nHR1xcXFW7du1Evxa1vBifqfVZsGCBEDnGC4tZX36G3KOH20/wNlgks4gKFPX4H//HjwAAAAAAggM8OwAAAAAIayB2AAAAABDWQOwAAAAAIKyB2AEAAABAWAOxAwAAAICwBmIHAAAAAGENxA4AwDKMGDFCzFYK5f3h59SrV09cuOu3P7nxxhu115ozZ45fXwuAUAZiBwBQ5/G1yLrlllvo6NGj1KNHD78e21deeUW8DgDANZh6DgAAPiYhISEgww1TU1PFBQDgGkR2AKijfP/991S/fn2qqKgQ9znlwukQnmItufnmm+m6664Tt+fOnUtDhw4Vz0lPT6cLLriAdu/eLR576623qFmzZtoASMnFF19MN910k3afH+eJ2DxcMD4+nnr37k3/+9//nO6ju/U5InPXXXfRgw8+SGlpaUJgPPHEE7pt5Ofni0GyiYmJYvL6yy+/rIvkcCpo0aJFIkoiU0L79u3T7YOr7XuCJ/vJ69x5551iv3gwYkZGBr399ttUWFhIEydOpOTkZOrQoQP99NNPXr8+AHUdiB0A6ijDhg0TQmD9+vXiPp/wGzZsSAsXLtTW4WV8Emb4pDt58mRas2aNmIDM064vvfRSIQauvPJKys7OpgULFmjPPXnypBBILDQkLFw++OADmjlzJv3xxx907733CjHFr2OGJ+u///77QsjwFObnn3+ennrqKTFNWcL7/Pvvv9O3334rli9ZsoTWrVunPc4ihycyy9QTX1q2bOnx9j3Fk+3wOvwZrFq1Sgif2267TRzbIUOGiH0+77zz6PrrrxfTxgEAXhCwKVwAAMvRr1+/qhdeeEHcvuSSS8RE8piYGDHA79ChQ2IY4I4dO0yfm5WVJR7fvHmzuM+TkG+66SbtcZ5m3KxZs6qKigpxv7i4WAxuXbZsmW47kyZN0qYjq0NfPV2fBwuqnHHGGVUPPfSQNqgyOjq66osvvtBNX+btqsNljcNm1eWutm+G2bY82Y5xnfLy8qrExEQxJVrCA2/5mC9fvly3LV729ddfO90nAOo6iOwAUIcZPny4iOTw+ZIjHpdddhl17dqVli5dKqInnJrq2LGjWHfnzp00fvx4ateuHaWkpFCbNm3E8gMHDohrjuB8+eWXVFJSIu5//PHHdPXVV4sIELNr1y4RkTj33HMpKSlJu3DkRqbDVDxdv1evXrrncaoqMzNT3N6zZw+VlZXRwIEDtcfZ49K5c2ePj5Gr7XuDJ9tR14mMjBTpwp49e2rLOLXF1OT1AajLwKAMQB2GU1Tvvfcebdy4kaKjo6lLly5iGQugnJwcIYYkF154IbVu3Vr4SKQ/h6uNSktLtcdZNP3www90xhlnCPHE/hhJQUGBuObHmzdvrtuP2NhYh33zdH3ebxX23Bi9Q7XBV9v3ZDtm66jL+D7jy/cHQF0AYgeAOoz07bAokcKGxc6zzz4rxM59990nlrEfZ/v27ULo8HMYjv6oxMXFicgQR3Q4KsPRk379+mmPd+vWTYgUjgSpIsoZ3q5vBkehWCysXr2aWrVqJZadOnWKduzYQWeffba2XkxMjGbUBgCEHxA7ANRhuOqHUycsUF577TWxjEXAX//6V5H+kSKD1+OUClddcfqFBYhatSXhVBZXabGZWFZxSbia6P777xcmY45McGUXCw82D3NabMKECbVa3wzeBq/3wAMPiCqoxo0b0+OPPy5SazJKwnBKjo3DXIXFqTJeV6bfAAChD/43A1DHYUHDUQ1ZdcUneo6qcHm09LbwiX/27Nm0du1akbpiAfLCCy84bOucc84Rz+co0DXXXOPw+NNPP02PPfaYqLJib9CYMWNEmopLy83wdn0zXnrpJVFtxSJs9OjRdNZZZ4ltcSRKwqKKPTL8vhs1aqT5kAAA4UE9dikHeycAACBQcAk9e4BefPFFmjRpks+3z6KxT58+NH36dAoUHKX6+uuv6ZJLLgnYawIQSiCyAwAIa7iP0KeffioquLhXjez7ww0P/cXrr78u0mGbN28mf3LrrbeK1wEAuAaRHQBA2Isd7gTNqTU2Ivfv31+kttSSbl9y+PBhOn36tLjNpmh+TX/BJeh5eXniNnupuGkhAMARiB0AAAAAhDVIYwEAAAAgrIHYAQAAAEBYA7EDAAAAgLAGYgcAAAAAYQ3EDgAAAADCGogdAAAAAIQ1EDsAAAAACGsgdgAAAAAQ1kDsAAAAACCsgdgBAAAAQFgDsQMAAAAACmf+HycnwhRH2ZKLAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56172.23848 d\n", + " Saved processed spectrum: ULAS_J024035.36+060629.3_sdM7_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134423.98+280603.8_sdL4_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56391.13013 d\n", + " Saved processed spectrum: ULAS_J134423.98+280603.8_sdL4_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J020858.62+020657.0_esdL3_OSIRIS_GTC63-13A_Primeval-III.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56514.11284 d\n", + " Saved processed spectrum: ULAS_J020858.62+020657.0_esdL3_OSIRIS_GTC63-13A_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: WISEA_J001450.17-083823.4_esdL0_OSIRIS_GTC80-15A_Primeval-I.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: WISEA_J001450.17-083823.4_esdL0_OSIRIS_GTC80-15A_Primeval-I.fits\n", + " Added TMID to header: 57258.15872 d\n", + " Saved processed spectrum: WISEA_J001450.17-083823.4_esdL0_OSIRIS_GTC80-15A_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J004716.65+161242.4_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56505.07118 d\n", + " Saved processed spectrum: ULAS_J004716.65+161242.4_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56729.23538 d\n", + " Saved processed spectrum: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: 2MASS_J00412179+3547133_sdL0.5_OSIRIS_GTC80-15A_Primeval-I.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " ERROR reading 2MASS_J00412179+3547133_sdL0.5_OSIRIS_GTC80-15A_Primeval-I.fits: cannot unpack non-iterable int object\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J223623.17+034344.5_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J223623.17+034344.5_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56479.08921 d\n", + " Saved processed spectrum: ULAS_J223623.17+034344.5_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J002009.35+160451.2_sdM9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J002009.35+160451.2_sdM9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56505.05093 d\n", + " Saved processed spectrum: ULAS_J002009.35+160451.2_sdM9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J135122.15+141914.9_esdM7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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tfLmduM6vaYOpGwzW7sjMBf+s8hhlpumgZosIY7UlnWuHGn0d8lq6nSxTk20gU2OooNzMTjVDQZKjIKgBAHAi3E7NJ2euZTj5QW8xaM+U8GBfbceSqa4UuRSi7MQZ0KQS9WtUUft5m+rl8gU+FQK9tXNYzC0UPqE3er9Wed1Mjcx28Iwd5Qwb5awcQ8FZJc1eSszfy4PmDGtOY7rUyAtqsnJo7NKjFK9p5eafo6IiEOJsxE+787qxOBDk7RWyNPUkYQF5y088q+eRb3eLLBirHqpbrF0+0Ivmj2hBXz/ZpODlJyfrfso0UD9jKFNj7r+3oYDIURDUAAA4EVmHEh7so10yMiVck6nh5R7J0HRYH02mRm6vwKb1r0+lFYUqrTVBTVlN4a3MXlhaGyJb0bkp6PXutah6iJ+ipua+TleVspVY/x2/HAIoKYOtYL/S1Lt+BbE1gcwkcYC0+li8uN6tThhVCfbVyTqxQ5dv0cQV/9H66ESx9UG7GVu1LeNyA0rO1HBnj/JEX1NTv6TUrU55bZGyyeUnJ+t+yjAQhBgqxs4wUjxsTkDkKAhqAACciBy9XzXEcBu3vu51w8THPw9fo21nko3W1MilkHf61KHudcLol1GtRA3NM20ixe3PtIkQ2Q8ZMEjcEWVpbYhcPpv+aEN6s2dt0fIs90fik+dFA91aht7xKzM1S0a30QZX7FZm3klY1vzI7RQ4uzTv2Rbqn1tz7BJ3lC05EEtjfj0sPucymyTN88i5P7xNgv7sn3qV1IMOJXNqTZy1+ynTQFBjaGlRLj/x5Gp+TY3B8hMAABid7WJqNo2+jrVC6aGGFcT1fzT78xiaYOvjWVK7hPPziJbi+1iLqmVp/6TuImuj7ILSydRYWBsiMzGyjZvJTA0HA5c1mZyC3vFHa7YlGNSsMrWtoc4icdaHdY7Kq2WRy0/Su32jtK3IxmbIGMKvObeIc6DDGR2lIc11u8J47o+rdj9lGAhqFuy5nK+lXt6Pa6L2TuxGU/SKyCUsPwEAgEHyhF+1nHpZyRyPNa8iPh6OVZ+Isw20d/PJ2hjucPJQFMIGK5efRIeVZbUhMhPg55m3fMbzcWSxrbG5Jvptxf9eUG9H0FazLMZWvNyOxnavRW/3ijJ4vEwWT0t/jmlLM4c01hZLG8N1P3J57pziGHlZipe+/nq1g8g88dLW54Pzd2K5cvcT+3HnBTJ0P14G5eBQzkUq7DKVPWD5CQDAiZxOUBfORpq5/MSahgeLj7ysw1kSQ5ka5dJNQSIVARVnamSWx9zaEOXJUOKTYv3Kuks4pgpYeZlKFhy30wz/Y1zDMq5nbZ3lOc4sKTMn+kFOy6plReBX2sT+TxzwcH2OoYDo79c7iOu8/xbXCM0f0ZIizAg6tXs/3c8t1GagtnIjw/C2E7/svaLzeYamzkbOOFLuP/bz8BY0rkdtcR0t3QAAkA/XesgupmpmLj+xYMVJ/WjsLdFVZKxQ2BwDmlQWrdI8iI+zFF5y+cnMjIM8yckaHenLIY1FfYYxyqJhbgvn3aE5wJIFvKa0qxFicPlMyVABtSS7s5pFqgNENn1QQxEQmSoGNkUZSMqpzc4gxch0ZRl3cQDGdVn7NV1q5TVdYTwz6alW4aImq2tUGFUso77dnAF99oJMDQCAE+AT7uSV/2k/r6zoUjJH3YqB2mxNtoHgw9Tyk6GTMZ/QP3uskciwWFIbwnUZsjZGv3ureqg/vd+/nvbzjeM6UafaofR064h8y0+y1bthZd3dyY3hFuuCds3mImFjZJfUo00ri8BrYJNKIrArCh4MKK05Hm8yqCoqDkReX3KUpq6ONnk/fo2NbV4pdzL/YkMMRU1Zr51qPbh5Ze19pg9qJGqyeEaS3HJDDkd0BgX3CwIAgE3xO90es3ZoO2o2jesklkIsIVu7eUqvj2dAkYKaotSGKPdF0s/UsAGNK9PVm3fE1gs8g2fxc61oy+kk+n1/rE6h8JmENPGxTgXTc3qkJpolOGZsW4kJferQh2tPGfxaA03wxIXUR97rSdagrFOSGSxPj8JlfQrCE6XXHFe3s098qK7R5UZDS0+cgeHsDQc7vOz3w/a82hqeUVRPEzDrk0GNLYM1SyFTAwDgQD/tuijeFfOJXmYMahUwcM8QWeDKJzdDJxneI6mwlLUhxjad1F964u4j/XZqGXBwXcqjTdXFzcxXU1Asu2h4QOBWTXt604i8YMWU9jXL0fsP16OFI1savc9zHarR2Y/75rudG6SeaJnX3cTZKUu6pkxRDuezV+vzLQO7cOtv7Kls0f5iSCPt9z05d5/O/TmgMfZayGVJZ8rUuGxQM2PGDPFCv/HGG44+FACAQvt59yWdz+cOa16ox5HTdnmarqGTTKiJPaQKonzXr//YnBmSJ+tDl29Sly+2awtvzQ0MfDX1PnJZhLdRSLt7X5x4lZ1PpvBzcdDSJUo9t8cYXmJRZq14/g23tHPtjC1wfZLcb8vQRpLWoqyjuqkYbqgvRbMtRfkgb3q7dxSNaFeV6mtm8HAN08l4dYZMCjGxrYZcrkKmpogOHjxIc+bMoUaN1NElAICrUtZ/vNCpunaqr6X8NNkOrqeRhZtcrxIW4EUvdq5uVreOObUhyiUoXjLq8Nk2enLuXvH5Yz/u1W7RYGjpyeixe5XSOekfv6aejtw8MtjoUlJRyCBKLq/I7RFsRdYWWatL6LP1Z+ipuft0dmZXdrzdUgwm1JeiWX4K8fOkV7rWFHuL+Sla7/XpT2RWyqupQaFwoWVkZNDQoUNp3rx5FBxsXloSAMBZyaUC7vB5qXONQj+OPMFw0CHfOXNHFGchJvY1PDTNktqQ0qVK5NtXauMpdSFpdFwadf5im9nv8PXlLT+pH/uspki4oBbwwlIWMMt9rWxJPp+15rnM3n6B9l68oV2i08/U3DKw/MTZtK83n6MTmoBRufu7qXorY0XXDJkaK3jllVeoX79+1KNHjwLvm52dTWlpaToXAABnwen+G5qlAh4qx63ZhaXtULqfq10i4poHa9WGyJMbt53Ld+bKzTHl9g6S8qRZED9NUMMnZg7IEjQbUprTyl3UTI0lGaXC8peZKCvX1Chn3yiXgG4aWH56Y+kx+r/NZ2npwavi85CAvN81zoYpA5tRHaqZmalBTU2RLF26lI4cOULTp0836/58v6CgIO0lPFx3zDUAFA+cppcnAM5kGNq8zxH45MOBDccdsu6isGRRLi8/yROcfCdtDXIrgm+3nqdZm85qdxQ3xpIpusoZOlPXRNMpTeeTqf2GrMXUSdv6mZqiBzXKpR5lh5zy9gzN8/AmpyMXHKDYG1m0+XSSyaBTGejxsp8k9+wyBJmaIrh69SqNHTuWfvvtN/L2Nu8XfeLEiZSamqq98GMAQPHC7465XXrg93tEYPPYj/9S848307aYvNS9oySlqTMSHNDot/8WJVMjay3kkpQ1KAfa/bxLXdycrDl+Q0wVqxo6OcotFJYcuCp2yZbTjG0hV5HhKOrrbu+aGrlEpx/UKDM1dzUB5YDv99C2mOs04Pvd+R4nSq9VXpnQUxZny00tDXHGOTUu0/10+PBhSk5OpmbNmpGHh4e47Nixg7755htx/cGD/O8KvLy8KDAwUOcCAMXLplNJYmnk+LVUOpuUIeo/+ASw+micQ4+LA6yHv91dYN2CueQJhjM/sovIw4pFtsqpujzEjrMBcq5M/8aV8t3/LcXeTOYwFIDxnlS2YO8dC+SeU8aG3llCme15oPhBlIHFnXsPdJambmXlz0w2qlLG6Gui3CDU1PBDbaZGkQl1NJcZvte9e3f677+8aZts5MiRVKdOHXr33XepVKnCz2AAAPfF2wZIchdrVqqkY9/Tye0QClrGKUzbtTzxWTrAz5SyelsFxN++o61JebxFFfpLM/iN58XMGNRIOwzQXPrtzrw8Ysl+VYXN1NiDNZeflIFRjiKQUWZq7uQ8oLQ7+Z+LW7d5Y85OtULz1RIpX2uuw9r9bleKSUzX7o5eUCDKQZWt/r3cMqgJCAigBg0a6Nzm5+dH5cqVy3c7AIDEc1uk3/bHaq87eudkuVmjtU52yhOMXDIwtYGjpYL09mz63+Fr4iO3jCsLenkejqUBDdOf6RdR1jZFwszeOQV/Ky4/KX9XlB1P+kFNSmb+QLlZRDB9NNDw+dJLb1BilWBfcTFFWbPFx+IMQY3LLD8BABRGoiKoUW7k5+ig5uqtvEzNUM3eR0XB765lYJOmKYQubcXlp8dbhGv3l2Jzd14UH8MCvbSD/wqzZ5UxZf0KPyywIIOaqvcykkPnXCtTk/cYXDuVmpVDw37eT0sO5gXsPLPG0HYIpoqiO2p2Qpet++aQdVDONIDPZTI1hmzfrp5cCQBgjGwP1qect+KIKcKfr4/RLrNMeqhoc2QkDmp4GcAWy081w/xp3diOYkmi91c7tbfz4DrlO3Re2iiMcT1q0y/7rtC9+w/Ev83ApvnrdKzlxc41xM/TqlrhBh3aqlB41dE4qhHqTw2r6NaxcL3Ku8tPUMkSJahLVKhOILHg30u061xKvqW8jSfVM4TMDWre7lOHArxL08ONK1oUSHO2ho/DWYqFXTqoAQAw5FbmPfr0n9PULDJYm53hQXQXrmc6JKi5ejOLLqVkigm/nDn6SLGp4tOtwvPtZl1YHFzw9gLaoMaKy0/KrhnujuHhb6yeJtvx9+sdKOH23UJPRB7boxa93r2mdilDzkCxBQ72+jQw/+RtvTk1xn/nuN7rjWXHxPXLM/rpfI1rrv44pF7u401ApXsPVAYDpe0x18XFkqCGl8jG97asuFsG0hzUIFMDAFBI19OzKTo+lTrXCjU4Rn/qmpNix+I/NXUf/IeXx8EP+/mA9j53FWPlbY0zG1zgyfsM6Z+E/K040VZmTGRLtDWXn5S4GFgGNX3qVxAf61cKEpeikIMCbRnQOIKfZ8HLT5ylUWZmlEMTlUuoiYo2+vdWRVt0HIE2mMnD/7fSnWirBNTUAIDLGbv0KI1ccJBafbqFktPzLy+dT87Q+bxikDd1rBVKHzxSnyppZp/Yq6Ym9U6OtmNl9/nrFJ+q7hqSOOVvLcq2bmsvPyk93jKcutUJo1mPN6aqIX42eQ53Yk6hsHIfJ/0ZPwmK3xnZdWauKEVmxxaDBmUA6iyZGgQ1AOBS+I/6vxfUWQJeWnrnfyd0vs7vcpXt0sohbsPbVaU5w1rYNaiRe+3Ik1Wc3knJmmP69btPbLH8JOto5o9oSYOaVbHJ47sbubwoM2iG8OwfSW7oKcXdvltgjZghb/WsTY3Dg2wa1MgOKGepqUFQAwAuM0Sv6oS/qd2MrTq3c+3AuST1BohyF2L9NH+EosXYx7OkXWtqLiiyRlxkG3frjg2Xn3T/pFvSyQK2w79/vJrES0eGMov6u2w/t/CQTkZG2bV3+Ere3CU5YFFZPKzEe4kpAxn9tnxrZgeRqQEAMNPJ+FQavfiQzm2THqpDjTVdIs/8vJ/e+d9xWnYwlvZpaj2qhfjRky3DqXZ5fxrbo7bij7BmOwF7BTWK4mSeaHwyXndjXVM7JBc5U2OHLQCgYBxc1NO0wx+8pBuUSHf1alJiFIE6L2Eaw4XDFYMMt9EH+3rq/A7YNlPjHDU16H4CAKennAQs9apXgVpWLUuP/vAvJaWpu0NkhwhrVCWIZgxuZHTzRC4Uzs1VGSw0tibOzkicQZJZJB4/z7Nq6law3qwU/a0GENQ4D6494oBWWeirpB9kK/fV4lk0xvh5lTK66WSwXmZGbtfgzpkaBDUA4PR2a+ZwzBjUUNTT8OaKfJKIVBmfeNrXSMuul/4U1JK267ThE9Wxq7r1ESyynC+teLkdlbDyhope+TI1WH5yFjxpWX8pSUl24/H8HC50T07LNitTw/U6xvYO8/f20NmoUtlRZS2oqQEAsHDmzIk49ZYCXaLC6Junmor2bPlHemz3WuL6lH51ad6zLUSNwTt9oqhPA3WrsT5l9kLZcWILF69nisCJNwjsWEs9sZU1DS8jjsPaO0R767VCI1PjPEL81XtnpRjZ50tmaiI19V9Jitqb23fu5asNk/w8PYy2avt6eojhjrYkl3OdpVAYmRoAcFqxN7Loq81nxQ7CXBsju5iUXu9eix5rXkW739DZj/uaXFLSDWpsuwuQ3K6AM0vKfXR4KKAt5C8URk2NswgpMFOjDmoiymmCmrRs0cm381wKnU1UF5tXCPTO19nHy08hfrqbjSo7655qFUGHrtyirlFhZAtyqwQENQAAJnDK/eFvd4kJuaxDTcMdHqVKltDZQLGgGhm+P194lst9G2dq0jTLBrw8UKdC3ryQNoWculsQ/aF1WH5yxqAm/55M7K4m0yGzMTxFmDv7Ri48qL0P77NlKBtTzkg2xterlCge//7pZmQrciNM1NQAAJjAE1ZlQMOp+8HN1ZsQWgOf7DmoUe5ybAvy+Hl54ImW4aK+hpfHaoX52+T5kKlxXqEBXtpp2Pq4YF0GBVxvJQuFd5/X3dPJ0FKSyNRolrb0+dph12yZqUFQAwBgwvaYZPFxYt869EKn6lYtcuRlGS7MtPnykzZT4yHeMf/fE01s+nxo6XZeIZqg5kamellJ+fusXLqJKOunDX70lw95GdNQobCxTI2HHZYfZabGWVq6seAKAE6H/+gfvKye59GhVojVuzbkycLWhcKypsYWe+6Yk6nxQPeT0yinCUg4kNbvZlK2c1cJ9hEdSzxhOOvefZMt2syPC4WtOMDRUp6lsE0CAIBJ8al3xTwX9VJNXi2KtchaE1unzNPuaJafrLi/kyU1NX6ajRTB8TiLFqAJPvSLheXgPf595/vx0Dx2W28+TZDmdv1MDQf9a15tT78935rsLS9Tg+4nAACDzmqmqfJUYDkHw5UyNQcu3aRRiw5q9/qR79JtTTmdmE+gXBANzjWrhn8nrqffo5ph+bdIkMuHvMzE+4Tpb15pqEZGDtRrVKUMOYKc+2SvCd0FwfITADgduZdTbUXHkC2KG5WbCFpz6ezxOXt1Ni/sVNtw55a1VSzjbdOR+GCduhpjmRq5fCiDYJ44bWgatpKv3oaoL3aqLj4+1SrcaXYgtyfkJgHA6fAeSay2DZaedDI1NkiZ89KZ0qgO1cSMHXuoHupvk92/wbZTheU0Ybl8WE7TzcSzapTCNEGRkr+XbqAzoW8deq5DNYP3tQX5e6a/iayj4LceAJx2+clWwUBpD01NjQ2Wn05qph+zvRO7Gd1s0BYqBuZlam5lGZ6HAo4jW6/127rl0o3M1BjqcmLKeUzKOTVKJUqUoPKK3wNbk7vMKzOTjoTlJwBwKly8eyZBHdTUq2S9zR6VPErKmhrrLD/dzrpHU1dHi2BMDlfrUbe8XQMa/cGD+u/ywXmnCucFNZpMjZ+XWS37zBY1Z66cqUFQAwBOhQMDuV+Sob1urFlTY61C4bk7L9KivVeo1//t1J6wjA1Es7VuddQVqO1q2GZqMVhhVo3eVGG5/KQNakz87rzerSZVVGwXoiwOdwTZ0eUsQQ2WnwDAKZeeeFsBW+wqrFx+slZQo+xSkbtymzox2RIP+Ptt/xUa2MR6E5jBOmTxtv6cmux8hcLG62He7BUlLt9tPUdZ9x5QpTL2zQbq8/dS/0wZmuUnnq3DtUGO6rwrUlCTnZ1NXl72KUYCgOLhwvWMfEWvtmvpts7yk7I2R05CNnVisvWJ8+UuNR3y3FC4oEa7/KQpFDZUU8ND+ZRe7abend7R/DWZmhuZ96j/t7spOj6V1r7WgepXCnL+5ad169bR8OHDqXr16lS6dGny9fWlwMBA6ty5M33yyScUHx9vuyMFgGLV+VQ9RD0u3hasPadGWb8iu8QdlakBVwxqTC8/DW8bSctfakfOyF/RZfdfXCqpVETnk9X/h502qFm5ciXVrl2bnnvuOfLw8KB3332XVqxYQRs2bKCffvpJBDWbN28Wwc6YMWPo+vXrtj9yAHA76XdzaNc59d+PFlXL2ux5rF1Tk5Sm28YtBwcCGApq5PYZ+pkaOZ23fIBu99LTrSPt2tFkCf3RAS93qUEDHLj0adby0+eff07/93//R3379qWSmq4Bpccff1x8jIuLo2+//ZZ+/fVXGjdunPWPFgDc2q/7YsW71pph/tS4iu3S1x5W3iYhVTPOnqerynHx/DMAKMk9wPh3nOto5Fwa/UxNkG9pahZRho7EquuzfA0M3XMWpUqWEMfH9T2skQ3/31otqNm7d69ZD1a5cmWaMWNGUY8JAJzUn4eu0sZTSfT1k03yzcewhsNX1JtYPtUqwmZFwtauqXmQq6J0TefHwpGt6Kl5+6huxUCbvD7g2gLEPk08dVq9BBUWoAlqZKGwYu+u9jVDXCKokdkaGdTYa58zY/C/DgDM9vb/ToiPi/deoTGda1j9lbt8I1N8tPUEXmvW1ChbWZtFlqHNb3YW7egAhuYI8UmfA5o0EdR4Gxy+p75eSmfTSmfm7+1ByZqBggGuFNTk5ubSjh07aNeuXXTlyhXKysqi0NBQatq0KfXo0YPCw+2z1wQA2B/vaWSqhqSocnNVFHtTvddN1XK2rUfx1Cw/3bdCUMMnJ7n0xMsJWHYCUwJ9PERQI4uFE1LvUFa27vA9+ftk6LqzZqCUP58jmfVK3blzhz7++GMRtDz00EOiC+r27dtUqlQpOn/+PE2dOpWqVasmvrZv3z7bHzUA2B3vGqxccrFFloZrXPgPuHK4mC0zNfessPwkiz5lvQSAuR1Qu8+lUNvpW2nZoav5MjVeigDHlkux1qAMxlxi+Yk7n9q2bUvz5s2jnj17inZufZy5+f333+nJJ5+kyZMn0+jRo21xvADgIAmKjRqTbTCCn9tB5dYIHpqgw1ZKe1hv+Sntjnr5KVAzrwPArA6oO/dp2cFLRoODqPK22czVXnNrHMWsZ9+4cSPVrVvX5H0iIyNp4sSJNH78eIqNjbXW8QGAk1DuV5OerduSag3RmqCmYWXbd0+U1kw7tSSouZGRTa/8fkQc3+R+9bTvtjedSnKKWgJwraCG/z/tvXhD52vKQuFW1crSZ4MbUrUQ5++i81Qsj8ksqFMHNQUFNEqcxalRw/oFhADgWLKY0Zqt0IYyNQ3sMIm0MIXCn/xzmvZdvCkukx6qS7/su0Lvrz6p/botW9DB/YKaWZvO5vuanFMjPdEyglzBC52q04XkDOpRr7yjD8Xy7icuFjY0q4Zvv3btGkVEuMY/AgBYRrZs2iKo4SLhk3Fp4noDe2RqNO8s7903v6ZGuQkh1xdxB5gS78cDUBBZe6X8/2RqF25X0LFWKP07sTs5A7PzRGlpaWLInp+fH5UvX57ef/99evAg7x+FpwhzsTAAuCflH2E5YM5artzMErNeOI1dy8bt3MpMzf1c838O5RTY+Nt36bqmhZUte6GN9h04gCkhJvYEc/YuJ1dgdqbmvffeo+PHj9Mvv/wiOp+4G+rIkSNiuwRPT898LZ8A4F7uKDM1VtpeQL+ehofW2WNNXrZ0W1ZTk5ep2X/phqin4e0WDk7pgYAGzKa/MaU7ZGqcidl/PVatWkVz5syhxx57jJ5//nk6dOiQyM70799f7NbtCm1nAOCcy09yZ+4oO2RpdFq6LVh+UhZKf/z3afGxdgV/BDRgkfCyvka/hqDGjkENBzDc4SSFhISITSzT09PFfBoexGdL06dPp5YtW1JAQACFhYXRwIEDKSYmxqbPCQB5snLyJudaayNIKfaG+u9HpI2H7kmyZdzcn4OzVIZqIFpVLWf1Y4PinKnB8lNRmf0KcgHw6dPqdycSBxjc7s3D+R599FGyJZ5k/Morr4jhfps2baKcnBzq1asXZWaqx6oDgB2Xn2xQU8Miyxl/F2tNpS1cflJmaZSPMb53basfG7g3rr3iTSANUbZ0g42DGg4gFixYkO92f39/2rBhA3l723YC6Pr162nEiBFUv359aty4MS1cuFDMwzl8+LBNnxcAbL/8dEVmasraJ1PDtTBFDWqGto7EppVgMS7TMFZUjuUnOxYKf/DBBxQfH2/wa5yx4ewJFw7bS2qqurCwbNmydntOgOLsjnJOjRWXnzKz72uDhgi7ZWos26VbWSQsVSpj2zdy4L5kUC2ue5TUvknwcfLduN0qqAkODhYXYziw6dy5M9kDz8R54403qH379tSgQQOj9+MCZlnELNvSAZzBzrPXRfdM/8aVyBWXnzgY4NkyvOtwUclNLHlna3u1RVu6TYIMungrhLS76toiucMygKU8NMufzFsR1GCrjaIr1CYNBw8epG3btlFycrIIMJRmzZpFtsa1NdHR0bR79+4Ci4s5wwTgTPhE+uz8A+J6k/AyJrshnEnWvbxCYZmt8S5ZtHeWvDHmE3P22mVn7qLU1NzQbObZq34FSky9Swcu3aTmkcbf5AGYopzzpOwaRgexA4KaTz/9lKZMmUJRUVFiCJ+9/0FeffVVWrt2Le3cuZOqVKli8r68F9Wbb76pk6nhncYBHEnWj7Dz1zNcJqhRZmq0QU0R52rsv3hDm/noWCuE7MXS5Sc5aC80wItmDGpIWTkPHL4bMbjHliPg4KDm66+/pvnz54uiXXviwX6vvfYarVy5krZv327W9GIvLy9xAXAm55PVM1kY75fSNSqMXIF+S7M1ioWPXbutvf50a/ttsZI3pyaX5uy4QKcT0mjW402MLqfJTE05P0/RDh7o4E37wLXNHNKYpq05SV8/2ZRGLz7k6MMp3kEN7/vEtSz2xktOv//+O61evVrU7yQmJorbg4KCyMfHeN8/gLORg+b0szbFMag5cVVd8D/poTpUMcjHIctP09edEdeHtAin9jVDjO7QLTM1AEXVu34FcWEvd6khfgcfblQRL6wVWPx2Y9y4cfT999+Tvc2ePVt0PHXp0oUqVqyovSxbtszuxwJQFOeS0rXXE9PuumT3k9WCGk2mplGVMuSI7hNzZ+/IQuFyJvbtASiM5ztWpz/HtBXZG3BApmb8+PHUr18/qlGjBtWrV49Kl9ZdV+a9oGwB+0qBu+A6GinJhYIaQ4XCRZGcfpfiU+8Sr/g0tMPO3IaWn3gTTclUJ5ds6Q4JUO9zB2AtPIivZVWMJnFYUPP666+LzqeuXbtSuXLlUK0NUMgtARh30rgCbt++m5OrXbrhAtuiZmrk0lPNMH/y8ypUI2aRW7pNFUIr31Bx+z0r44OgBsCZWfyXZNGiRbR8+XKRrQEAy6TfzdF2+7DrGdkiA+Lrad+TuqXu3s874Qf5eIrlmKJmao47aOmJlTaQldHPRCnbb+/nqruk/LwwHA3ArWpqeIIvLz0BgOUSNJkZHjJXMcibVCqi45qMhasUCQf6qAOwomZqjl9T/9yNwx0Q1BjoXso0kqnhiceSswefAMWdxUHNtGnTaOrUqTbflRvAHcXdviM+VirjQy006+jbzyaTs5NLMz6lS5GXZtO9ogQ1vKTznyZT07iKfetpjC0/ZSmCF53bFT+7sY0IAcA5WPy245tvvqELFy6IwXtVq1bNVyhsz/2fAFwNz6VhVcv5Ur+GFemv4/G08kgcTehTx6nr02RNib+3h9irpqhBza2sHHFhtcsHkL3Jlm5zMjUZmmAHS08AbhjUDBw40DZHAuDmODvx2/5YcT2qQgB1rRNKvp6lKDk9m07Gp1EDO3cAWUJ2aZUP9CIvObiuCDU1VzX7PfHjOWJn4tIlzc/UyOUnexczA4DlLP5fyktPAGC5Y1dv06WUTHGdW5h5GadZRDDtPp9CpxKcPahRz2mpEOit7YIqSqZGbmIZHuyYLSK4fdujZAltAbDJmhrN7X6opwFwv5oa3sxy//79+W7n2w4dwrhnAGP2XbypzU500WyNEBaoHuZ2UzOG39kzNWGB3lZZfkpIVdcWVQ72cYqdkk11P+VlatD5BOB2QQ1vV3D16tV8t8fFxYmvAYBhx67eEh9HdaimLTgN8ffSGcPv9EFNgJe2HiW7CMtP2mF2mp/fEfQ7oDKzTXc/YfkJwA2Xn06dOkXNmjXLd3vTpk3F1wDAsHOaIuE6FQK1t/EGiWzBnssU4F2aqoX4UdrdHHq8RbjBtmNHuXpLvVxUJdiXLlzPLHKmRm4QWVbz8zuC3CrB7EwNlp8A3C+o4V2vk5KSqHr16jq3JyQkkIcHCukADOEAQG5eWau8v/b2cppMBdd2zNp0Vns7FxA/2rSK07yYV2+ql4siyvpqg4HCBjU/bD9P/zt8TSeoc4pMTUE1NVh+AnB6Fr8V7NWrF02cOFFsLindvn2bJk2aRD179rT28QG4hfjbd+hBroq8S5cUxbaSsV2fj8aqZ7g4g/sPcrXzdcLL+hS5pubz9TH5gjpHKO1RwuiQPUO3Y/kJwPlZnFqZOXMmderUiSIjI8WSEzt27JiYW/PLL7/Y4hgBXJ7c5ZmDGOU8migjM1q4U8pZXL6RKQIyzh6VD/AmL01Qs/v8dTqbnE4fPFLf7NqYu3o7fYf4O0+mpsCWbiw/AbhfUFO5cmU6ceIE/fbbb3T8+HHy8fGhkSNH0lNPPZVvEB8AqKUYKYzlTiilQG8PsTfUiWupdDklk6qG+Dn8JeQZOqxuxUDRCi0zNQcvqwufs3Me0E/DW5r1WLKlnQ1rE+mQfZ+MzaopePkJy+sAzq5Q/0v9/PzohRdesP7RALh5pkY/qOGszYcD6tOucyk06/HGolh45IIDtC3muqg9+fyxxuRoZ5PSxcc6FQIMFtjysZsrOk69bN2qaln6aGADciT95Se0dAO4PudprwBwY3ktzPmXW55tW5XmPdtCBDTyc3ZIkwlxtFhNkXBkOfWgPJmpkfSDHFPkslqTCMdlaIwtP+U8UBmsE9Juk4DlJwCnh6AGwA5OaDZvrBhU8LC5+pUCtbUs+jUojnBVb/ov19Yo5eSaXzB8XLuJpfMFNexW1j2jG1pi+QnA+SGoAaNyFSPkofBuZd6jbTHqnbj7NapY4P25mJhbnfnl/3n3JYe99Fwc/PXmc9rsSnhZdVBTTi/bxNsmmBN88X3OJKQ7TabGUIZJdnkpYaIwgOtAUAMGTVtzklp9ukVbCwKFDwxXHYsTAQp3OtUIzZtRYwzX2TSPDBbXv9gQIwqGHXHczy86SP+3OW92jjx2Q51OchfvgvZ74nk8XAxdKSivrd1RuL1e3697r+S7LVMzlA+ZGgA3DGp4i4Rr19SDs9iBAwfojTfeoLlz51r72MCBFv57WQQ0Sw+od5UGy32z5RxVn/QPffCXetJ2t7rq/Z7M8WSrcO31FUfj7P7yz1h/RhQrS/0bVyIfzbJTOb/8Qc3trBw6n5xOV24YD8CS5aaYQd46be2O4q/oZpJBFr/Wcl8q/e0T/FBTA+B+Qc3TTz9N27ZtE9cTExPFwD0ObCZPnkwffvihLY4RHEi/KBTMw0stygnB/Do+0SIvUClItzrl6Z0+UeJ6TKK6pdoe/ruWKoKTn3ZdFJ9/8mgDWvRcK/pY0akUEpC/2PlkfCr1mLWTBs/+Vyxb6Wd9uLNI7h9VXjF80JECffJGUDzfMW9C+vroRJ3lV22hMCYKA7hfS3d0dDS1atVKXP/jjz+oQYMGtGfPHtq4cSONGTOG3n//fVscJ9iR8qTkXRo7ExcGn+SlJaPbiD2dOENhiUaVy+jsGSWLdteeSKBn2kRou6WshbcuGP/nce3nLasG09DWkfnux5ka3o+Tf024zftMYjot+veydh4PH6Nyvs7YZcdoy+kkalWtrPg8LMA5ghqZeWKPNq1Mt7Pu0Tdbz4u6n21nkunl345Q04gy2o4oZWYHAJyTxf9Lc3JyxP5PbPPmzfTII4+I63Xq1BH7P4HrS1PUR8jpsWA+HjD3x0H1Em2n2qHUtka5Qr18tTV7RF28nklnEtMo2NeTnvl5v9hD6lRCGn37lHqit7XM3XlB53Nje0/xDuP7JnanByoVTV4ZLYKa49fygrjzyRnaoOZm5j3663i8uL5ds5ylP3DQGQR4e1CUZqPRM0npxKtjd3Ie0L8Xbmjv44vlJwCnZ/EZq379+vTjjz/Srl27aNOmTdSnTx9xe3x8PJUrV7g/3uBcbiuCmgeF34hZB6fyZWuwO0u/m0MDv99Dyw5dFZ/XDiu4MNiYsEBvqhKsbgHv89Uu6vzFNu2mmH+fUAcK1sLZCOW0X24r5+yFqWPj9vQyiiUciVvRpf0X84ICSXZROROPUiW1c3h4ny4OxvQ7pbAUC+CGQc1nn31Gc+bMoS5duoitERo3Vk88XbNmjXZZCpzDtVtZoq6DT7SWzDtRdrJk37fOnJSJK/6jjp9vo02nkqzyeIZw6+3WM0kUk6huG7a21Kwcmr7uNB2NNT4Ub110os7r90iTSkV6TuU8F26dlqzdbc/ZFR4+x51JByZ1p9WvtNdZnjEmyDd/UHNDExAkp93VyeBIMnhwNnJzUQ5oktN1u/58UU8D4J7LTxzMpKSkUFpaGgUHq9tOGW+b4OvrnH+siqvHZu+lxLS7oguH6wE2vdnJrOFvypOy8kRqLq6fUKmIetQrrz25yczFwn8vUU/N7dbEmaCHvtklMhlBPqXF8og5J2VLvLHsqOgImrPjIm0a14lqGdiM8qwioPrxmWZF3tvo+Y7VaF10gtWDGH28nMXqVQoUWRhzlfHxNDiXZ+aGGPpu23ntbbwMt/OsevmpajnH72fFeHNOpbJ+ntqaMg7ylPyw9ATgEgpV+VaqVCmdgIZVraoe7Q6Oxyd4XgLggEbiDo4l+2PpzV7qjhpTlLsVm5Op2XgyUTw+Bys8XHbUokPi9sNTelA5fy/thohM/2RhDfzOmk+YcmmGg7K1J+JpiAXdRuZQ7nH02foY+ml4C3Gds2BPzdsnrpfUtCpz11CfBgUP2itI04hgWvNqBxHYfL9Nt+bl/oNcsWxSVCqVij7866R200pLlDGQqUlIvUtLD6qDWFlD8/3TTUXWsASVoIpOMKOGPd06gqLjU6lbnTDthGH+ebg9XXY8SSgSBnANKOd3A7zswgPeetQtL5Zenp1/wOD9zH2zr9ytONvAXjhKK45cozf/yOuYUVpyIJZe7FyDPtCcMBmn9bl+w5r1Ca8tOUJ7zuvWbnz892nqWCvU4o4jU0t5PDhO2nw6SQRT/O6eu4aOxqqn7kq1DWRxCqtB5SCDS15zdl6kV7rWFNe5XmncsmPUt2FFGtWhmkWPfzohXewMzlpXK1fooObhRhVFZ9a/F3Q3uHyhUw3RqTW1f31yJtzZN+vxJjq38SRnDmr0+XvjTyWAK0BrixsYteig6EL5fH2M0YBGuYdNQe5oJqiybBPLT/wOn5/TmJkbz9LQn/bTZU0GRf09RImpeRkka9S5KAOarlGh1LBykMjWfPS3euhdUfFyyqM//Cuuh5f10b5r7/3VTvEa7NUrhg32LU1Nwq28DYCBYXWrNEP5uMCX65UOXblFH609JeqKLCH3Y4oo60u961u2NNildhh1rBUiAprHNZkxrs2RA+1+e741jWznOllcQ9OSWQUnma0DAKYhqHEhfAI/ePmmzm2cJt93UX3b8iN5k54NkZNSuViXC3d5IFpBmZq7BpafTiek0Yx1Z+jqzTs6S1yGHLiUd7wcELALKRkiGLAG/axAk/Bg+kgzKG77mWTKsUL7FmdErqdni2Bl5mONaXK/uuJ2vo1//ug4dTHsrMcb06BmlemTRxsa3CyxKHgujD5ebjsSe4u6ztyuc/uUldHi33r3uRTRpl3QNgvHNXs78b5Ulk765ULhX0a1pu+ebkaVyujWaw1qVoXa1wyhkoYO3gWCGuXeUPr7XQGAc0JO1YW8vyaaVh+Lp3E9atPu89cpI/sBeRg5YfA+Q3x+4hkiUvxtdQAyevEh7QyaaY/UN11To9mskGel1K0YQFtOJ9Pzmu+/cF1dH8OFuTwzhduAp/11SkzO5eFz09ed0c41OTKlJ723OloEQiMXHKR3+9Shl7rUKPJrsut8is7PPLxdJAV6lxbLCNyFs/JIHD3eMrxoezdpMiLTBzWk1tXLiQtvNMn1QX+fSBDBBf87cG0Gn8htQdbqKN17kEuDNBkkZUYhPvUutZ2+VXvbon+v0Ja3OovllvXRCWJA3jNtIkVguf3sdW2tUOMqQUU6xkpldLMZDYv4eI4Qoghe+PgPX7llUZYTAFwwqDl48KDYKiE5OZlyuTJUYdasWdY6tmKPT6i/7r8iJrHWqRAoAhqm3GRQ4gCFN9y7lXWPpvWvT8M1KX+e9Dp1zUntDsRvKepfeH+nt3rVzjeZVvkHnAuF3/zjGP3zXyJ9OaSxqB+RZHs2Bzvc3cLkQDg5Ep+92bO2eEf/Ro9atEYziO2z9WfE93WJMn8/JKXf98eKoGq1JuD4eXgL6l43b+lkcPMqNHfnRZq48j/afjZZjMFvFqFb3G4ODgo5G+PrWYq6agpKGU/S5aCGa3dY97phVMbXdu/mzUl29KgbRs91qEZPz9uvczv/u9d5bz19+mhDmrTyP3FbuxrlKDo+jV5fclR7v6J2avFwOn6d5O8PLwO6Gi5sl0IV1y0toAYAFwlqPv30U5oyZQpFRUVR+fLlddLVzrBJnaOdS0pX78hcQbdQlJdBvtp8VhSvtqlecDEmn/yVJ5zZQ5sZvS+foH4f3Ua88+Yix2BNayrj4OahhhWp5SebxXKJ/hLVqfg0kXkwuvyU84A2n04W199SjNBXalAp/8mrd4MKoo27U60QbTFr9VB/0RHV/OPN4vMRCw7SwpEtLQ5sbmRka0/OjLMk+j/D2O61RHHtwcu3REDGl38ndMu3RFIQWS/TsmpZ8vLIaxHvVCtUFMVKT7WKIFviriGlx5pX0QaYkx6qQ480rkyBPhxUeNC8Z1vQnvMp1Kt+eVp+OE77b658zbp9uUPn8R5pXMni18YQ9bKb+vfHWbqcCrv8VD3Uj/56tQNtPZMstqUAADcMar7++muaP38+jRgxwjZH5MK4q4c39ONOkj9ebKvd64ZtPJkkWnL5cmByd5P73/CGgsqAhr302xGj9+e6BRlUKgMaiZdiuD6Alyv0JekNGWMXNctKbMsZdUCjjwtKN5xUZ2oMLblwMS2/BvmOxd9LBBevLTkqUvu8tMNZKHO7lP49n0JP/5SXiShdqgS93TsqX8stZ60WP9eaRi48oK054o6lZ9uaX7TKQeKfmvk6+lsdcNC2eN9lUZA8sl016qzJVNmK/vsF3pdp5pDGos6KgxnlGwpurZezgPi1jbudpX0NDPl8cCMRJFnD691riSzcyPZVXfJNTk3FBGie2cNLUK64jAZQXFkc1JQsWZLat29vm6NxcbzkIltjH5+zV6Tf/4tLpe51wnSCg2Oxt6lX/Qr5vp/bcnm545BeMbDSew/Xo171yothaS/+cljb8msKF2py0BCr2KaAZ4ckpWWLwXhKsTeyaL+iuNdQPe/XTzYRmYvYm3eoX8MK4o+/JTgj8HyHauqg5li8yKL8MaattmOIg4nlR+JEwDKgSWVRHF0z1J8OXL4p2pYlXs7ik3GVYMNDH3n4Hgc2IxYcEHv47Lt4g55pHWlW4Sovu/FzyZokzoYpcR3R2tc6kr3o19TIgMHQRF8lbjnnDTV/2nWJPvlHvVQmcY0Q/1yRVhyGx+3kz7loQCODRV5K5eLvdjXUbxYAwI2DmnHjxtH3339PX331lW2OyIXpdwJxQGMo26HcG0eJszzK8eyVy/iIE7McWDdnWHPqrQmGlFN/m0cWXCtSURHUfDa4oXjMebsuiXoLDiLkSegPTWbCGN4PiAMNtm5sxyINlZM4g/TFhjP02/NtxOcrjsSJ3aLleXHs0mMUFuAlCn952ivPuPnwkfr0RMvwAk+efF8uiuWghoOn6WVO0+R+9Qo8vh+2XRD3Z8PbRjq8PqSkXjOVJSEDv0ajO1UX2RNeWuTOKK6j4t8vW3DVgEYe+4IRLbUF7gDg5kHN+PHjqV+/flSjRg2qV68elS6t+05xxYoVVBylZGSLVlpzfPrPGdEx837/evTeqmj6Ly6N5j3bPN9+M1xvwqP4eZdjDmJkQMO402hM5xpUuYy3WdNOyyvmbPBgOO6cYgv2XKaTcWm07MU24g867wbNOtQMod2azqLPH2tE7/zvhLhurWF2/DhcbCszITx1+HbWPVHjIwuQOUvEAQ1Tvja8fGVsnogh3JXEXUEcdP66L5Ze7VZLZFqM4czQ11vOievPto2kDwaoW8QdSb+mpjCBA08fDvLhi+nsTnGHYAagGAU1r7/+uuh86tq1q9iV25XflVmzS+mZn/ZTTJLhjRR5mYQHk524dpvG/Kqujfltf6woJv7jkLqIk2tMlAK8PERhLevfOP+miPy6T+hbx+xjlDNiZFAjl8kYL+ucS84Qt8u27+c6VKUOtUJERmdQ08piWeqvE/E0woqD1D54pL6YhLzkwFVR4Dxy4cF8k3n1TelX16KAhnEr854J3ajLzG2ipXz+7ksiWOH6Hi4m5gLq9Lv3RcYrJMBLdHvJwG6KGVkde9D/b4YkAgCAFYKaRYsW0fLly0W2xhF46euLL76gxMREsUP4t99+69DdwbmraezSozrzYJQGNqlEb/SoLa4H+3qKXZBlQMEzXyT9k3mTiDJWfcf4WPNwiknMoKdahYsiWp7posTdMrzxpdzYkOteutXJa5Ee3ztKXKxJznw5cS1VZGqMBTT8mlUN8RP1M8PaRBbqufi1HN8rSmR+OAvDF5m9kfSLqac9Us+q2zlYt6bGYYcCAOC0LP6LXbZsWbH05AjLli2jN998k6ZOnUpHjhwRQU3v3r3FvBxH4RZWbvXlk+aMQQ3p4qcPab/GNQvTBzXSfs71MUtfaCuyBGyHZtdiQ+obaJMuimohfmIDRjnLhQuFlcWvPCFY2aJszm7e1sIBiz6eC8JBBy+zHXu/l9jUkTuXipIZ7NOggskaKGVAw8FTzTDr7d9k7aDG0DA+AIDizuKgZtq0aSKoyMrK66SxFx7sN3r0aBo5cqSo5/nxxx/J19dXtJg7Eo/lX/5SO3qyVYTorOEWY56dwoW9HMgocafQyPaGNxxUTgfmwXS2xMEBz7b5QTP/Rrlx5eBmVexad1FNr/uGl5h4iN/2t7vQipfbWW3MPgefr2pm5pjCwZ7casFZIIYBALDB8tM333xDFy5cEIP3qlatmq9QmDMotnDv3j06fPgwTZw4Uae9vEePHrR3716D35OdnS0uUlqaemnF2rhQV7mB4ctdaogiXmPLR5w14XqSH3dcoITUuzS6YzUxNI03BeQlGN5ioF/DimQPylk6jPcu+vLxxmRPykxNjVA/Mf3XVri+aWDTymIaMS+5cRExL0UNbR0pOq4MtW87A/1fJWRqAACsENQMHDiQHCElJYUePHgggikl/vzMGfUeQ/qmT59OH3zwAdkbZ0FKFZBc4Em/fFG2UzPudiIq/F5FluKiW94X6Iv1MaIjiYen2Vu1kLw5M9bqrjLVAcQD1vgiu8nkRONzyel08NJNGtbG+XaV1l92Q+YGAMAKQQ0vPbkKzupwDY4yUxMebr+AwRzO0D1WI9SffhzW3GHPXy0kb4qrtXe3tsTEvurdt51RiQJavAEAoAi7dPNS0OnT6gml9evXp6ZN1RsZ2kpISAiVKlWKkpLUM0wk/rxChfzTeZmXl5e4gHPjqbeSnyc2jjevUNjW/yoAAK7H4rfF3GnUrVs3atmypZhZw5fmzZtT9+7d6fp14908ReXp6SmeZ8uWLdrbeIdw/rxt2/x7DIFrWflyO+oSFWr1tnF3kW+iMIIaAICiBzWvvfYapaen08mTJ+nmzZviEh0dLZZ2OMCxJV5KmjdvnpiVw1mil156iTIzM0U3FLg23jZh4chWoogazKmpQVQDAKDP4lz/+vXrafPmzVS3bl79AbdX81C8Xr16kS098cQTIhv0/vvvi+F7TZo0EcejXzwM4G7y19QAAECRgxpe8tFv42Z8G3/N1l599VVxAShOMHwPAMAGy09cTzN27FiKj4/X3hYXFyd27+a6GgCwPmyTAABgg6Dmu+++E/UzPHiPt0vgS7Vq1cRtvA8TAFgfhu8BANhg+YnnvPDUYK6rkUPvuL6GJ/sCgI2gqAYAwLpBTU5ODvn4+NCxY8eoZ8+e4gIADlh+wosOAFC05ScuBo6IiBDbFQCA/aBQGADABjU1kydPpkmTJon5NADgmJoajKkBALBCTQ0XCp8/f54qVapEkZGR5OfnZ5ddugGKM/0gBrt0AwBYIagZMGAAppkCOHqiMP4FAACKHtRMmzbN0m8BAKvPqUFYAwBQ5Jqa6tWr040bN/Ldfvv2bfE1ALBDRzdiGgCAogc1ly9fNtj9lJ2dTdeuXbP04QDADOh+AgCw4vLTmjVrtNc3bNhAQUFB2s85yNmyZYuYLAwA1qefmUGmBgCgCEHNwIEDtWv5w4cPzze/hrdN+PLLL819OACwAIbvAQBYMaiRO3BzNubgwYMUEhJi7rcCgNUzNSiqAQAocvfTpUuXDBYJlylTxtKHAgAzYZduAAAbFAp/9tlntGzZMu3nQ4YMobJly1LlypXp+PHjlj4cAJgBu3QDANggqPnxxx/FTt1s06ZNYrfu9evXU9++fentt9+29OEAwAwYvgcAYIPlp8TERG1Qs3btWnr88cepV69eolC4devWlj4cAJgB2yQAANggUxMcHExXr14V1zlD06NHD3FdpVJh924AG0FNDQCADTI1gwYNoqeffppq1aolJgvzshM7evQo1axZ09KHAwAzYJduAAAbBDX/93//J5aaOFvz+eefk7+/v7g9ISGBXn75ZUsfDgAKNacGLd0AAEUOanjQ3vjx4/PdPm7cOEsfCgAKCWNqAACsENQot0vQ787w9vYWS1DYLgHAukrqrT/pZ24AAKAQQQ1vl8ABDBcGK8nb+GOHDh1o1apVoqgYAIoONTUAADbofuLZNC1bthQfU1NTxYWvczs3t3jv3LlTFBAbWqICgMLRr6HRD3IAAKAQmZqxY8fS3LlzqV27dtrbunfvLpaeXnjhBTp58iR99dVX9Nxzz+H1BbCS/EEMohoAgCJnai5cuECBgYH5bufbLl68KK5zu3dKSoqlDw0AZk4URqYGAMAKQU3z5s3FdgjXr1/X3sbX33nnHbEsxc6dO6edOgwAtqipQaYGAKDIy08///wzDRgwgKpUqaINXHhmTfXq1Wn16tXi84yMDJoyZYqlDw0ARmDvJwAAGwQ1UVFRdOrUKdq4cSOdPXtWe1vPnj2pZMmS2g4pALAe7NINAGCDoIZx8NKnTx9xAQAHZGqw+gQAYJ2gZsuWLeKSnJxMubm5Ol+bP39+YR4SAEzAnBoAABsENR988AF9+OGH1KJFC6pYsSIKFgEckqlBqgYAoMhBzY8//kgLFy6kYcOGWfqtAGC1mhq8lAAARW7pvnfvns7gPQCwPezSDQBgg6Dm+eefp99//93SbwOAItBfbUKmBgDACstPd+/eFdskbN68mRo1akSlS5fW+fqsWbMsfUgAsHDvJ+ySAABghaDmxIkT1KRJE3E9Ojqa7OHy5cv00Ucf0datWykxMZEqVapEzzzzDE2ePJk8PT3tcgwATtX9hKgGAKDoQc22bdvI3s6cOSNax+fMmUM1a9YUwdTo0aMpMzOTZs6caffjAXB0TQ2WnwAArDSnRp9KpaL169eLLRT+97//kbXpD/rjLRliYmJo9uzZCGqgWNbUoKUbAMAKhcJKly5dovfee48iIiLo0UcfFfU29pKamkply5a12/MBOBJ26QYAsEGmJjs7W2RjOCuze/duevDggciWjBo1igIDA8kezp8/T99++22BWRo+Vr5IaWlpdjg6ANtDTQ0AQBEyNYcPH6aXX36ZKlSoQF999ZXYtJJ35+Z9oHr37l2ogGbChAniHaipC9fTKMXFxYmlqCFDhoi6GlOmT59OQUFB2ovcVRzA1ZUoUo4VAMA9lVBxQYwZPDw86LXXXqMxY8aIXbklbuk+fvw41atXz+Inv379Ot24ccPkfbh+RnY4xcfHU5cuXahNmzZiqrHcFdySTA0HNrx0Za+sEoC1VJ3wt/b6f9N6UYC37jgFAAB3xedvTk4UdP42e/mpe/fuYsmJN7HkLRI4O1PUYsXQ0FBxMQdnaLp27UrNmzenBQsWFBjQMC8vL3EBcPduKAAAsCCo2bBhg1hu4oDipZdeojt37tATTzxhl04MDmg4QxMZGSnqaDjDI/FyGEBxg5gGACA/i1bmeenm/fffF11Pv/zyiwgueFlqwIABNGnSJDpy5AjZwqZNm0Rx8JYtW6hKlSpid3B5ASiOUCgMAJBfocsNe/bsKfaA4joXrrVZt24dtWzZkmxhxIgRYhaOoQtAcYRMDQBAfkXuoQgODhZBzdGjR+ngwYNFfTgAMAOCGgCAQgY1sbGx5tyNmjVrpq2BAQDbQaEwAEAhgxpeVnrxxRdNZmK4zWrevHnUoEEDWr58uTkPCwCFhN4nAIBCdj+dOnWKPvnkE1FH4+3tLdqqeadsvn7r1i3x9ZMnT4pMzeeff04PPfSQOQ8LAIWETA0AQCEzNeXKlaNZs2ZRQkICfffdd1SrVi1KSUmhc+fOia8PHTpUTBzeu3cvAhoAO0BNDQBAEfd+8vHxoccee0xcAMBxsEs3AEB+2EEGAAAA3AKCGgAAAHALCGoAAADALSCoAQAAgOIV1PCeT9zhBAAAAODSQc21a9eob9++YkNJ3qWb93q6d++ebY8OAAAAwNpBzfz58ykxMZGWLFlCAQEB9MYbb1BISAgNHjyYFi9eTDdv3jT3oQAAAAAcW1NTsmRJ6tixo5gaHBMTQ/v376fWrVvTnDlzxIThTp060cyZM7H3EwAAALhWoXDdunXpnXfeoT179tDVq1dp+PDhtGvXLpHNAQAAAHDaicKmhIaG0qhRo8QFAAAAwN7Q0g0AAABuAUENAAAAuAUENQAAAOAWENQAAABA8SwUXrNmjcHbS5QoQd7e3lSzZk2qVq2aNY4NAAAAwHZBzcCBA0UAo1KpdG6Xt/HHDh060KpVqyg4ONjShwcAAACwz/LTpk2bqGXLluJjamqquPB1HsK3du1a2rlzJ924cYPGjx9fuCMCAAAAsEemZuzYsTR37lxq166d9rbu3buLpacXXniBTp48SV999RU999xzhTkeAAAAAPtkai5cuECBgYH5bufbLl68KK7XqlWLUlJSCndEAAAAAPYIapo3b05vv/02Xb9+XXsbX+ftEnhZip07d47Cw8MLczwAAAAA9ll++umnn0SxcJUqVbSBC+/7VL16dVq9erX4PCMjg6ZMmVK4IwIAAACwR1BTp04dOnXqFG3cuJHOnj0rbouKiqKePXuKXbwZBz0AAAAAThvU5OTkkI+PDx07doz69OkjLgAAAAAuV1NTunRpioiIoAcPHtjuiAAAAADsUSg8efJkmjRpEt28ebMwzwcAAADgHDU13333HZ0/f54qVapEkZGR5Ofnp/P1I0eOWPP4AAAAAGy3TQIAAACAywc1U6dOtc2RAAAAANizpobdvn1bzKuZOHGitraGl53i4uKKciwAAAAA9svUnDhxgnr06EFBQUF0+fJlGj16NJUtW5ZWrFhBsbGxtHjx4sIfDQAAAIC9MjVvvvkmjRgxQmyFwJtYSg899JDYoRsAAADAJYKagwcP0osvvpjv9sqVK1NiYqK1jgsAAADAtkGNl5cXpaWl5budt0wIDQ0lW8vOzqYmTZpQiRIlxGRjAAAAgEIFNY888gh9+OGHYssExsEF19K8++67NHjwYJu/qrwbOM/IAQAAAChSUPPll1+KXbjDwsLozp071LlzZ6pZsyYFBATQJ598Qra0bt06sZHmzJkzbfo8AAAAUAy6n7jradOmTbRnzx46fvy4CHCaNWsmOqJsKSkpSXRarVq1inx9fc1equKLZGjZDAAAAIppUCO1b99eXOxBpVKJjqsxY8ZQixYtRCu5OaZPn04ffPCBzY8PAAAAXGT5aenSpWY/4NWrV0UWxxwTJkwQNTmmLmfOnKFvv/2W0tPTxbA/S/D9U1NTtRc+NgAAACjGmZrZs2eLjMfIkSOpf//+VLduXZ2vc8DAgcyvv/4qlqZ+/vlns578rbfeEhkYU6pXr05bt26lvXv3is4rJc7aDB06lBYtWmTwe/n++t8DAAAAxTio2bFjB61Zs0ZkTDj7wTtzly9fXgzfu3XrlphPExISIgKU6Oho8TVzcAu4OW3g33zzDX388cfaz+Pj46l37960bNkyat26tVnPBQAAAO7Nw5JWbr6kpKTQ7t276cqVK6L7iYOZpk2bikvJkoXaSqpAEREROp/7+/uLjzVq1KAqVarY5DkBAADAzQuFOYgZOHCgbY4GAAAAwN7dT45UtWpV0REFAAAAINlmvQgAAADAzhDUAAAAgFtAUAMAAADFM6i5e/eu0a8lJCQU9XgAAAAA7BPU8D5Px44dy3f78uXLqVGjRoU7CgAAAAB7BzVdunShNm3a0GeffSY+z8zMFEP3hg0bRpMmTSrq8QAAAADYp6X7hx9+oH79+tHzzz9Pa9euFUtOPAzvwIED1KBBg8IdBQAAAIAj5tT07duXBg0aJPaE8vDwoL/++gsBDQAAALjW8tOFCxeobdu2IkuzYcMGeuedd8T2CfwxJyfHNkcJAAAAYO2gpkmTJlStWjU6fvw49ezZU2w0uW3bNlqxYgW1atXK0ocDAAAAcExQwzU1S5cupTJlymhva9euHR09elR0RgEAAAC4RFDDXU6GBAQE0M8//2yNYwIAAACwfaHw4sWLjX6tRIkSRoMeAAAAAKcKasaOHavzORcHZ2VlkaenJ/n6+iKoAQAAANdYfrp165bOJSMjg2JiYqhDhw60ZMkS2xwlAAAAgD02tKxVqxbNmDEjXxYHAAAAwOV26eYhfPHx8dZ6OAAAAADb1tSsWbNG53OVSiW2Svjuu++offv2lj4cAAAAgGOCmoEDB+breAoNDaVu3brRl19+aZ2jAgAAALB1UJObm2vptwAAAAC4Tk0NAAAAgNNnat58802zH3DWrFlFOR4AAAAA2wU1vK+TObi+BgAAAMBpgxrehRsAAADALWpqLl68KNq3AQAAAFw6qOGpwdevX9d+/sQTT1BSUpKtjgsAAADANkGNfpbmn3/+oczMTMueDQAAAMBG0NINAAAAxSuo4c4m/e4mdDsBAACAy00U5uWnESNGkJeXl/j87t27NGbMGPLz89O534oVK6x/lAAAAADWCmqGDx+u8/kzzzxj7rcCAAAAOE9Qs2DBAtseCQAAAEARoFAYAAAA3AKCGgAAAHALCGoAAADALSCoAQAAALeAoAYAAADcgksFNX///Te1bt2afHx8KDg4mAYOHOjoQwIAAABXa+l2tOXLl9Po0aPp008/pW7dutH9+/cpOjra0YcFAAAATsIlghoOYMaOHUtffPEFjRo1Snt7vXr1HHpcAAAA4DxcYvnpyJEjFBcXRyVLlqSmTZtSxYoVqW/fvgVmarKzsyktLU3nAgAAAO7JJYKaixcvio/Tpk2jKVOm0Nq1a0VNTZcuXejmzZtGv2/69OkUFBSkvYSHh9vxqAEAAKDYBDUTJkzQ7v5t7HLmzBnKzc0V9588eTINHjyYmjdvLrZt4K//+eefRh9/4sSJlJqaqr1cvXrVjj8dAAAAFJuamrfeekvs/G1K9erVKSEhIV8NDe8Wzl+LjY01+r18H7mrOAAAALg3hwY1oaGh4lIQzsxwcBITE0MdOnQQt+Xk5NDly5cpMjLSDkcKAAAAzs4lup8CAwNpzJgxNHXqVFEXw4EMd0KxIUOGOPrwAAAAwAm4RFDDOIjx8PCgYcOG0Z07d8QQvq1bt4qCYQAAAACXCWpKly5NM2fOFBcAAAAAl2zpBgAAACgIghoAAABwCwhqAAAAwC0gqAEAAAC3gKAGAAAA3AKCGgAAAHALCGoAAADALSCoAQAAALeAoAYAAADcAoIaAAAAcAsIagAAAMAtIKgBAAAAt4CgBgAAANwCghoAAABwCwhqAAAAwC0gqAEAAAC3gKAGAAAA3AKCGgAAAHALCGoAAADALSCoAQAAALeAoAYAAADcAoIaAAAAcAsIagAAAMAtIKgBAAAAt4CgBgAAANwCghoAAABwCwhqAAAAwC0gqAEAAAC3gKAGAAAA3AKCGgAAAHALCGoAAADALSCoAQAAALeAoAYAAADcAoIaAAAAcAsIagAAAMAtIKgBAAAAt4CgBgAAANyCywQ1Z8+epQEDBlBISAgFBgZShw4daNu2bY4+LAAAAHASLhPUPPzww3T//n3aunUrHT58mBo3bixuS0xMdPShAQAAgBNwiaAmJSWFzp07RxMmTKBGjRpRrVq1aMaMGZSVlUXR0dGOPjwAAABwAi4R1JQrV46ioqJo8eLFlJmZKTI2c+bMobCwMGrevLmjDw8AAACcgAe5gBIlStDmzZtp4MCBFBAQQCVLlhQBzfr16yk4ONjo92VnZ4uLlJaWZqcjBgAAgGKVqeHlJA5YTF3OnDlDKpWKXnnlFRHI7Nq1iw4cOCACnP79+1NCQoLRx58+fToFBQVpL+Hh4Xb9+QAAAMB+Sqg4YnCQ69ev040bN0zep3r16iKQ6dWrF926dUt0PklcWzNq1CgRHJmbqeHAJjU1VedxAFxB1Ql/a69fntHPoccCAGBPfP7m5ERB52+HLj+FhoaKS0G4IJjxspMSf56bm2v0+7y8vMQFAAAA3J9LFAq3bdtW1M4MHz6cjh8/LmbWvP3223Tp0iXq1w/vWAEAAMBFghoeuMdFwRkZGdStWzdq0aIF7d69m1avXi3m1QAAAAC4RPcT40Bmw4YNjj4MAAAAcFIukakBAAAAKAiCGgAX8fvo1hRR1pd+HdXa0YcCAOCUHNrS7awtYQAAAOB6529kagAAAMAtIKgBAAAAt4CgBgAAANwCghoAAABwCwhqAAAAwC0gqAEAAAC3gKAGAAAA3AKCGgAAAHALCGoAAADALSCoAQAAALeAoAYAAADcAoIaAAAAcAsIagAAAMAtIKgBAAAAt+BBxYhKpdJuYQ4AAACuQZ635XncmGIV1KSnp4uP4eHhjj4UAAAAKMR5PCgoyOjXS6gKCnvcSG5uLsXHx1NAQACVKFHCqhEkB0pXr16lwMBAqz0u4HV2BPw+4zV2F/hddp/XmUMVDmgqVapEJUsar5wpVpkafiGqVKlis8fnf0wENbaH19k+8DrjNXYX+F12j9fZVIZGQqEwAAAAuAUENQAAAOAWENRYgZeXF02dOlV8BNvB62wfeJ3xGrsL/C4Xv9e5WBUKAwAAgPtCpgYAAADcAoIaAAAAcAsIagAAAMAtIKixgu+//56qVq1K3t7e1Lp1azpw4IA1HrZYmD59OrVs2VIMRAwLC6OBAwdSTEyMzn3u3r1Lr7zyCpUrV478/f1p8ODBlJSUpHOf2NhY6tevH/n6+orHefvtt+n+/ft2/mlcw4wZM8TwyTfeeEN7G15j64iLi6NnnnlG/K76+PhQw4YN6dChQ9qvcwnj+++/TxUrVhRf79GjB507d07nMW7evElDhw4V8z7KlClDo0aNooyMDCsdoet78OABvffee1StWjXxGtaoUYM++ugjnfH5eJ0tt3PnTurfv78Ybsd/H1atWqXzdWu9pidOnKCOHTuK8yUP7Pv888/JqrhQGApv6dKlKk9PT9X8+fNVJ0+eVI0ePVpVpkwZVVJSEl5WM/Tu3Vu1YMECVXR0tOrYsWOqhx56SBUREaHKyMjQ3mfMmDGq8PBw1ZYtW1SHDh1StWnTRtWuXTvt1+/fv69q0KCBqkePHqqjR4+q/vnnH1VISIhq4sSJ+DfQc+DAAVXVqlVVjRo1Uo0dOxavsRXdvHlTFRkZqRoxYoRq//79qosXL6o2bNigOn/+vPY+M2bMUAUFBalWrVqlOn78uOqRRx5RVatWTXXnzh3tffr06aNq3Lixat++fapdu3apatasqXrqqafwu6zxySefqMqVK6dau3at6tKlS6o///xT5e/vr/r666/xOhcB/92cPHmyasWKFRwdqlauXKnzdWv87qampqrKly+vGjp0qPibv2TJEpWPj49qzpw5KmtBUFNErVq1Ur3yyivazx88eKCqVKmSavr06UV96GIpOTlZ/IfasWOH+Pz27duq0qVLiz9c0unTp8V99u7dq/3PWLJkSVViYqL2PrNnz1YFBgaqsrOzHfBTOKf09HRVrVq1VJs2bVJ17txZG9TgNbaOd999V9WhQwejX8/NzVVVqFBB9cUXX2hv49fey8tL/HFnp06dEr/bBw8e1N5n3bp1qhIlSqji4uKsdKSurV+/fqrnnntO57ZBgwaJEyXD61x0+kGNtV7TH374QRUcHKzzd5n/30RFRamsBctPRXDv3j06fPiwSMMpt2Lgz/fu3WuNRFqxk5qaKj6WLVtWfOTXNycnR+c1rlOnDkVERGhfY/7Iaf7y5ctr79O7d2+xH8nJkyft/jM4K17C4yU65WvJ8Bpbx5o1a6hFixY0ZMgQsQTatGlTmjdvnvbrly5dosTERJ3Xn8e+85K18neZ0/b8OBLfn/+u7N+/30pH6tratWtHW7ZsobNnz4rPjx8/Trt376a+ffuKz/E6W5+1XlO+T6dOncjT01PnbzWXHNy6dcsqx1qs9n6ytpSUFLG+qzyZMv78zJkzDjsuV95wlOs82rdvTw0aNBC38X8k/g/A/1n0X2P+mryPoX8D+TUgWrp0KR05coQOHjyY7+XAa2wdFy9epNmzZ9Obb75JkyZNEq/166+/Ln5/hw8frv1dNPS7qvxd5oBIycPDQwT5+F1WmzBhgnjDwm9uSpUqJf4Gf/LJJ6KWQ/l/Hq+z9VjrNeWPXAul/xjya8HBwUU+VgQ14FSZhOjoaPGuC6yHd84dO3Ysbdq0SRTnge2Ccn6X+umnn4rPOVPDv88//vijCGrAOv744w/67bff6Pfff6f69evTsWPHxJshLnDF6wxYfiqCkJAQ8U5BvxOHP69QoQJ+uyzw6quv0tq1a2nbtm06O6nz68jLfLdv3zb6GvNHQ/8G8mvFHS8vJScnU7NmzcQ7J77s2LGDvvnmG3Gd3ynhNS467gqpV6+ezm1169YVnXnK30VTfy/4I/9bKXEXH3eV4HdZjTsbOVvz5JNPimXnYcOG0bhx40QnJV5n27DW7649/lYjqCkCTis3b95crO8q363x523btrXGv4/b45o0DmhWrlxJW7duzZea5Ne3dOnSOq8xr7/yiUK+xvzxv//+0/kPxVkJbivUP8kUR927dxevD7+jlRfOKHC6Xl7Ha1x0vGyqP46A6z4iIyPFdf7d5j/cyt9lXkbhegPl7zIH8ByISvz/gv+ucP0CEGVlZYk6DSV+c8mvEV5n27DW7y7fh1vHuU5S+bc6KirKKktPgtVKjotxSzdXgC9cuFBUf7/wwguipVvZiQPGvfTSS6JNcPv27aqEhATtJSsrS6elm9u8t27dKlq627ZtKy76Ld29evUSbeHr169XhYaGoqXbBGX3E15j67XLe3h4iJbjc+fOqX777TeVr6+v6tdff9Vpi+W/D6tXr1adOHFCNWDAAINtsU2bNhVt4bt37xYda2jpzjN8+HBV5cqVtS3d3ILMIxzeeecdvM5F7I7kkRh84dBg1qxZ4vqVK1es9rvLHVPc0j1s2DDR0s3nT/4/gpZuJ/Ptt9+Kky7Pq+EWb+7RB/Pwfx5DF55dI/F/mpdfflm0AvJ/gEcffVQEPkqXL19W9e3bV8w84D9wb731lionJwf/DGYGNXiNreOvv/4SATa/0alTp45q7ty5Ol/n1tj33ntP/GHn+3Tv3l0VExOjc58bN26IEwHPXuGxBCNHjhQnHFBLS0sTv7v8N9fb21tVvXp1MV9F2SaM19ly27ZtM/i3mINIa76mPOOGRx/wY3BwysGSNWGXbgAAAHALqKkBAAAAt4CgBgAAANwCghoAAABwCwhqAAAAwC0gqAEAAAC3gKAGAAAA3AKCGgAAAHALCGoAAADALSCoAQCjSpQoQatWrXLqV6hLly5il2Z7eO+99+iFF16w+fPwzt79+/e3+fMAuBtMFAYoZkaMGEGLFi0S13mX7rJly1KjRo3oqaeeEl9TbhaYmJgoNprz8vIiZ8W7APOGnAEBATZ9Hn4tateuLTYHlZtU2grvms6bCC5dupQ6duxo0+cCcCfI1AAUQ3369KGEhAS6fPkyrVu3jrp27Upjx46lhx9+mO7fv6+9H+/M68iAhk/uBeGgzNYBDfvpp5+oXbt2Ng9omKenJz399NP0zTff2Py5ANwJghqAYogDFQ5YKleuTM2aNaNJkybR6tWrRYCzcOFCg8tPHGC8+uqrVLFiRfL29hYn9+nTp+vcd/bs2dS3b1/y8fGh6tWr0//+9z+d57169So9/vjjVKZMGRGMDBgwQARWEmeKBg4cSJ988glVqlSJoqKixO0//PAD1apVSzxv+fLl6bHHHjO6/HTr1i169tlnRYbJ19dXHM+5c+e0X+efj59/w4YNVLduXfL399cGeaZw1kR/SYif+/XXX6d33nlH/Dz8mk6bNk3nPvy6zJkzRwSMfDz8nHv37qXz58+L7/fz8xPB0oULF3S+j59rzZo1dOfOHZPHBQB5ENQAgNCtWzdq3LgxrVixwuArwlkDPsn+8ccfFBMTQ7/99htVrVo1X83J4MGD6fjx4zR06FB68skn6fTp0+JrOTk51Lt3b5FV2bVrF+3Zs0cbUCgzMlu2bBGPv2nTJlq7di0dOnRIBA4ffvihuH39+vXUqVMno/9qHBjx9/CxcvDAm8E/9NBD4vmlrKwsmjlzJv3yyy+0c+dOio2NpfHjx5tc4jp16hS1aNEi39d4KY8Dk/3799Pnn38ujpOPXemjjz4SgdaxY8eoTp06Igvz4osv0sSJE8Wx8jFywKjEz8VZM35cADCTVff8BgCnN3z4cNWAAQMMfu2JJ55Q1a1bV/s5/4lYuXKluP7aa6+punXrpsrNzTX4vXzfMWPG6NzWunVr1UsvvSSu//LLL6qoqCid78/Ozlb5+PioNmzYoD228uXLi9ul5cuXqwIDA1VpaWkGn7dz586qsWPHiutnz54Vx7Fnzx7t11NSUsRz/PHHH+LzBQsWiPucP39ee5/vv/9ePK8xR48eFd8TGxub77k7dOigc1vLli1V7777rs7rMmXKFO3ne/fuFbf9/PPP2tuWLFmi8vb2zve8wcHBqoULFxo9LgDQhUwNACjf5IjlEmMZEM408JIQZ042btyY7z5t27bN97nM1HD2hpdcOFPDGRq+8JLN3bt3dZZeGjZsKGpKpJ49e4qlLl7OGjZsmMgQcabFEH4uLn5u3bq19rZy5cqJY5bHwXgZqEaNGtrPeUktOTnZ6G+CXALi5S99XGStZOixlPfh5TP5cypv49chLS1N5/t4Gc/YzwoA+SGoAQAtPvFz140hXHtz6dIlsZTCJ3mujVHWthQkIyODmjdvLgIj5eXs2bNiOUbipRwlDoKOHDlCS5YsEQHD+++/L5bJbt++Xeh/Oe6WUuJATp1UMSwkJERbr2POY+Xm5hq9jwwaDd2m/3287BUaGmrWzwQACGoAQGPr1q2iXZlrYowJDAykJ554gubNm0fLli2j5cuXixOvtG/fPp378+dcGCuDIi7YDQsLo5o1a+pcgoKCTP47cPalR48eomblxIkToriYj1cfP5d+HcqNGzdELU69evUK/W/NWR3+2bmuxl44e8XZm6ZNm9rtOQFcHTI1AMVQdna2mLsSFxcnsiCffvqp6ETiDh0uaDVk1qxZIlty5swZkV35888/RbcPdxJJfNv8+fPF16dOnUoHDhzQFsBy4TBnPPh5uFCYsz7bt28XS1nXrl0zeqxcLMxFypzVuXLlCi1evFhkNGRnlBJ3SPHjjx49mnbv3i2WvJ555hnR5cW3FxbP7uGgih/TXvg14iU35TIZAJiGoAagGOIOIl7K4e4l7j7atm2bCBy4rbtUqVIGv4eXgThTwl05LVu2FNmSf/75R2dY3wcffCBan7mGhIMPDoJkhoTrWLjTKCIiggYNGiSyKqNGjRLZCM6CGMNBE3dkcXcWfw9P2+XHrV+/vsH7L1iwQCxzcYDGNT28rMTHqb9MZKnnn39e/Gz6S0S2wj8jB2cAYD5MFAYAq+C6kJUrV4o5M+6IgyMuQB43bpyYvmxLJ0+eFEEcZ7wKWpoDgDzI1AAAmBm0zZ07V2fisq3wIEDOdCGgAbAMMjUAYBXunqkBAOfn4egDAAD3YKolGgDAHrD8BAAAAG4BQQ0AAAC4BQQ1AAAA4BYQ1AAAAIBbQFADAAAAbgFBDQAAALgFBDUAAADgFhDUAAAAgFtAUAMAAADkDv4ftsaUUflMUpcAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J135122.15+141914.9_esdM7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56421.14256 d\n", + " Saved processed spectrum: ULAS_J135122.15+141914.9_esdM7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J214816.13+012225.1_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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+7jouAAAAqFQmm2uu7HPjl63gsrVr19LSpUspKyvLZlO/KVOmuOvYAAAAoJKU6ixBqe8jp5el/CZzo3jllVfomWeeoebNm4vN/OT2b7SCAwAA+KdSzZBMbabGUbziSwXFLgc377zzDk2fPp1uv/12zxwRAAAAeLkV3GQTzNgMzrQJfnxnWcrl2VJBQUHUs2dPzxwNAAAA+ETmptRhd5TvLku5HNw8/PDDNHXqVM8cDQAAAHidSXdHYvPtjJzz9NYfu+l8cdl8SZtuK3+ruXn00Udp+PDh1LhxY2rVqhWFhoaqPs+zpgAAAMC/lGo6o4w27bvl09V0MLvA5utNPpS5cTm4efDBB0WnVL9+/SgpKQlFxAAAAAHApNnnRjtCQfm8XmBj0wrubwXFX3zxBf34448iewMAAACBoVTT9m0zO8pBwKKquSnxs5qbxMREsSQFAAAAgcOkKijW65byn1Zwl4Ob559/np577jlMAQcAAAjgqeAmB91SWnIRsd8VFL/77ru0f/9+sYFfgwYNbAqKMV8KAADA/5jk8QtiWUrzeTvRDQczvtQK7nJwM2rUKM8cCQAAAHjMqfxCOnvhIjVIjnZcc0PqYEXcZyde4WUo5etfGnkJDWtTi/wquOElKQAAAPAvnV5eLD6umjCAasZHOOiW0tnnxk7VDXdKKY+vkxBJSTHh5Fc1Nzw0c/Xq1Tb3833r1q1z13EBAACAB2zLyNW9Xw5eREGxei62CHgulmju1AlufGHOpMvBzf33309HjhyxuT8jI0N8DgAAAHxXUJBzBcV6y1JFBsEN19gowVCwPwY3O3bsoI4dO9rc36FDB/E5AAAA8C0XpaCkGukHH3LBsHlwpu2yVNHFUocFxUH+GNyEh4dTZmamzf3Hjx+nkBCXS3gAAADAwwqloMQo9jBprmt3KObbczZkGGdurMEN+V9wc/nll9OECRMoN7dszS4nJ4eeeuopGjRokLuPDwAAANwY3Dg7fkHbzv3zpmP04q877NTckM/U3LicannzzTepd+/eVL9+fbEUxTZt2iT2vfnqq688cYwAAABQAYUXSxyORlDtUFzq2ggFcyu4+fHBPpC6cTlzU6dOHdqyZQu9/vrrYip4p06d6J133qGtW7dSWlqaZ44SAAAAyq2wuCxzM+bLdfTWH7sdLktd1LZL2VFSwgXFvrMsVa4imejoaLr77rvdfzQAAADg8WWp9/7cR/93eXM73VKmcmRufGdZyuXMDQAAAHgf17mcK7po+Pnjuedp0Y5MEajIy1JGVJkbk2sjFEpKS/17WQoAAAC875ZPV1OriQspO79Q9/ODpiynsV+uoz93ZRm2cNubCm60YZ8eDoSUL/eB2AbBDQAAgD9aeeCU+PjHdtvtWYpLSim/0JzVWXf4jFPdUjK9bilHWSSlddwX9rnBxjQAAAB+5EKxeolJu9keO3CygBTxkaG6y1KcqZHrY1Q1Ny5O9laPXyD/C2549AK/GXXr1hW316xZQzNnzhSdUygyBgAA8BzuSOr9+lI6V1Siu5ykyLtQbL2ec65Y1S2l4FEK4SHBZc8jVd2ImhsXlqXkfW78submpptuoqVLl4rrJ06cEBv3cYDz9NNP04svvuiJYwQAAAAiOldcQllnC61LTqSzkzCTg5nMvAu0VWdYprYOx6ZbqpyZG19YlnI5uNm2bRt17dpVXP/uu++odevW9O+//9I333xDM2bMcPkApk6dSg0aNKCIiAjq1q2bCJTsefvtt6l58+YUGRkp9tV5+OGH6cKFCy6/LgAAgL8vSTG9GOSC9LifNmbQB8v22zxGW4cjP495ArjzwY3fj18oLi4W86XY4sWL6YorrhDXW7RoIeZLueLbb7+lRx55hJ577jnasGEDtWvXjgYPHkxZWVm6j+flryeffFI8fufOnfTZZ5+J5+DRDwAAAFUxuOHiYZvHXXTc+q0NblTLUsSZG/1lqeiwsqUs1eBMHyoodjm4ueSSS+ijjz6iFStW0KJFi2jIkCHi/mPHjlFSUpJLzzVlyhQaO3Ys3XHHHaJmh583KiqKpk+frvt4zhD17NlTLI1xtofnXN14440Osz0AAACBGtzI9TeKQp0aG1eWpeyNX/j2v90NMjfkv8HNa6+9Rh9//DH17dtXBBacbWHz5s2zLlc5o6ioiNavX08DBw4sO5igIHF75cqVul/To0cP8TVKMHPgwAGaP38+DRs2zNVvAwAAwG5Rri+6oBO0aDfy25aRS//3/WaHz2VvYz9+P/RqeVhEaLDd2VK+ENy43C3FQU12djbl5eVRQkKC9X7ulOKsi7P4OUpKSsTATRnf3rVrl+7XcMaGv65Xr17mYqeLF+mee+6xuyxVWFgoLgo+bgAAAMX5ohL6z3srqEXNOJp6c0effmPO62RuCjSZm3u/We/Uc2mzO3KAx9eKDZalIkKD9GdL+VAreLl2KA4ODlYFNoyXiWrUqEGetGzZMnrllVfogw8+EDU6c+bMod9++41eeuklw6+ZPHkyxcfHWy8Y7gkAAKpzy+4s2n+ygH7betxjGRyuR8k9V9aeXZFAzNF9GWfOO/VcNjU3qoJi48xNpGHmxo9bwd0lOTlZBEmZmeqdFfl2zZo1db/m2WefpVtvvZXGjBlDbdq0oSuvvFIEOxzAlBpEmBMmTKDc3FzrhffpAQAA0NsTRq9+xR1un7GW2r34B+3LOuv2mhtt7Uypk/GZTc2NfN3Ehcr63U+ROgXFJf5eUOwuYWFh1KlTJ1qyZIn1Pg5Q+Hb37rbFSuzcuXOiLkfGARIzira5sysuLk51AQAAUJwqKLJeP3Ou7Lo7Ld9zUnycveaI25ellAwMnwc/+su25duIvFeO+eu1reDm5w0NVp93I6SN/3y1Fdyr4xe4DXz06NHUuXNnUYzMe9gUFBSI7il22223UZ06dURmho0YMUJ0WHXo0EHsibNv3z6RzeH7lSAHAADAFYezz6l2862rrrrwKUY7DbMF207Qq7/r16zqOS0FdbY7FJdt4hcWEmQNoEKCqlGQTvQiWsEtXy6PdKiSwc31119PJ0+epIkTJ4rdjtu3b08LFiywFhmnp6erMjXPPPOMeNP4Y0ZGBqWkpIjAZtKkSV78LgAAwJ9tkXbv5eDGkypa0aOXuSmydD0t2WW7R1z/FjVoy9Fc3cnhpwvU99nMlrIsS4WHBJGymBYSrB+4yHvt+ELNTbmCm7Vr14oRDLzZnrbWhTMrrhg3bpy4GBUQy0JCQsQGfnwBAACoqJNnC2lP5lmPL0spKlqvrNe+rWRVzmgyMezaTnXp09s6U6On5pO95TgmH5q5oNh2WSpEUxqiUOpzmA/ENq4HN1zAy5kTHoHAGRY5/eQLqSgAAABnLd6ZqeoKKtDUobib3gRvV+jNe1IKg7XLRQ/0b0JDWtc0PDdrl6XkyEsUFFteSw5ujAIXOXPjC7GAy8HNO++8I3YQvv322z1zRAAAAJUkK6/Q7p4xvkZv12AluNF2P40f0NRuoKFdglPPljJJBcVlz6FXb+OLy1Iud0txDQyPQAAAAPB3OefV2YtzHs7cVITRpG4uKH7ihy30l6UjSxGi6XLS0s6OkguKz164SNNWHBTX4yJDrfcHGwRLSlEz84HYxvXghqdw8yRvAAAAf6fdWO+cTsFuRal2/i3nshTvbzPof8vp3SV7xe20xEiqnxRlzdh8u85+i/mvD/SiEe1qG9bJmI9N/2uTos3DsplRJqj4olxz44fLUo8++igNHz6cGjduLIZdhoaWRXSMdw0GAADwBznnzcFNjdhwyjpbSF+vOkx39WpIyTFlJ/SKkrMtuzPPUv+3ltGw1rXo0cHNnX4Onhe1LyvfenvIJTXpmk5pNPjt5TY7DetpXSee7u/XmH7ZfMx6n7LspDAKu5JjwqzXjZJBchaomj9mbh588EHRKdWsWTMxBVwebcAXAAAAX8dFxDuO5Vk7hmpXj7Qux9z39Qa3vpZcC7PqwGk6cLKA3l+6z6XnCNdsnMdLTtyirbcZnxFtRkW7xGWYuZGDG6NlKel7NHqMT2duvvjiC/rxxx9F9gYAAMAf8U6+byzcbb1du3oEbbKs7Kw5dNqtryUX25b7OTT1MbyZHm+up1dIzG7v0YC0qjkoTpZrbmQx4aEOl6XUNTd+GNwkJiaKJSkAAAB/JQc2rEZshMdeSz7xl1exJoDh/WaU4EZr/oOXUctasTb3a2MObUGx0bpU3QRzVsteJ5S6FZz8b1nq+eefF5vo8ZwnAAAAfxStGf6oLPHIBbx8cUvWRad9u6IBEu8UbBTc1IgL182wpMZFOMjc2BrdvT6lxIY7Dm4sBcX8ab/c5+bdd9+l/fv3iw38GjRoYFNQvGGDe9cqAQAA3C06PES1p02fZin08fID1tuLdmTS/xbvEbU5ix7uYxhIlCfrUq7n0AQ3HGREh4WIoExbUBylM7WbxUaE0tJH+4ri5AdmbbRZ6tLr5OrVNEW1zGQUtyg7J/vCklS5gptRo0Z55kgAAAAqiTZY6Fg/gRY/0kcMnuRdi/nkr+DxDNxt5M1lqSKp1VqpueEA589H+1LPV/+03v/CFZdQVJjxqb1hcjSdvWDuECtxohU8OjxYtW+NUbGwEmD5bXCDuU4AAODvzml2IuYMSJMaMfTsf1qK4EbGXVUVCm7ckLmxWZayRBx1LF1ejNvXR+sUEmsp86GU8Qr2lqW0XVpGy1LK9+gjsU35p4KvX7+edu7cKa5fcskl1KFDB3ceFwAAgEfwEop2KUepE6mfFE09myTRP/tOWT938FRBhV7PLXU7muMN1tlwhrMszgi1jFOw2edGJ7rhoM+ZuVHKRHJfGL1QruCGJ4HfcMMNYmJ39erVxX05OTnUr18/mj17NqWkpHjiOAEAAMpt69Fc+nNXFl3dqY6oVbGnd9MUVXCTfVY9f8obBcXaAClUJ4iIl8Yk2KOMZdAWFOsN9eRaI3mwqIOJDj6zLOVyhdQDDzxAZ8+epe3bt9Pp06fFZdu2bZSXlyc2+AMAAPA1j/+4RRQI3/zpanpd0wauNbR1LdXtk/kVC25sWq7dVFBc7uAmyJK50ZlTpZe5keMVR8GLj8Q2rgc3CxYsoA8++IBatmxpvY/HMPC8qd9//93dxwcAAFXAO4v3UtdJi+nIafdvM8JdQDuP54nrh0+do1lr0lWfV2Y0KeolRdGrV7UR85vYyQpmbuTMR3lpl9FCpRRKp/oJ4uNt3R3X2yht5LqDMw0yN3JAo1yfcl07al0njsZe1lD1eF9ZlnI5uCktLbVp/2Z8H38OAADA1eGVnFXh2U6/bCmbfeSqP7afoJFT/xHdTXJAcdbOeIJrOtWl7//b3eb+G7rWow9v7uSW4MaZDImrS1tyEPHFnV1p3rieNKhVqlPPFaIUFJeY1EM9dR4bFqzO3Cive1XHuvTrA5eJGqWAWJbq378/jR8/no4dK/sFzMjIENPCBwwY4O7jAwCAAHdIKtitSGfRf79eT5uP5NDl/1tOvV77U2zC99uW4/Ta77t0H9+iZiy9eW07qqHZ3E6RGG2eqXTmXFG5p3nrtVy7Y1lKWVpiMeEh1LauuQbWlYJiJgeBet+ibebG+Ln0Pu83BcXvv/8+XXHFFWIDv7S0NHHfkSNHqHXr1vT111974hgBACCAyYMfM/PKnyWRT87Hcy+IJaj7Z25wuDxjJCEqzJrh4A3/OIhwZ+amtNREQU5GAzbBjaPKXjvkr+VjU7q99WZLGS1L6S2PMV/YnZi5/JPigIZ3IV68eDHt2mWOhrn+ZuDAgZ44PgAACHA8iVuRmXeh3M/DmZhdJ85ab6c7qN/RdgtpRYSa5zdxNinnXFG5gxujmpsSk4mCbMZZ6tNmtOTMjatCpK+96ChzE8zBjXFNjTbI8oWJ4Myln1RxcTFFRkbSpk2baNCgQeICAABQHueLSujR7zfTuaKy4OZ0QZHb3sz9J/Ptfl6v9VmbhUiIChXZpJxzxVTXXLfrtm4pDnpCg8s/W8otwU1J2fOaDN6DavYyN0EBsCzFRcP16tWjkhL1zo4AAACu+mXzMfpt63HVfVwn4wgv5/A5VrsEouw6zHUgvJS0L8t+cHNPn8YOX4uXpji44bqb8jIKohwFV/YyNxXpSgqWvlYuVDY6HFUruIPMja8sS7m8aPf000/TU089Jfa3AQAAKC+986Cj4IazHf9572+69qOVNkW+SnBTI9ZcILxXE9zwMpOCW5m548cRZe8YztyUl9Hylyst4uc174vS8VQe1apVsxYCq49B/3jkbE2wg4JiX2kFL1dB8b59+6h27dpUv359io5Wt4FhKjgAANjDQcmmIzmqQmKjk7heZ9UOy541HMzwBOxPVxykNnXj6bxleatGXDhl5JwXnVOylNhwOnL6vLg+rI16oz4jsRHm02SBnXbyctfcSPevP3yaflifQY8Pbk4Jli4te0FfRZallCCEszZyobJR5kaOVxwVFPtIbON6cDNy5EifSTsBAID/+X7dUbFjsFEdjj2FxWUnYw44Vu4/RZPmm+ccKqemVEvmRqtRcow1uIlwstgl2lJErBeIVbRbSg5uHpi5kY7lXhCB28/39xT3cS0SD67kQET7viTpBECuCA0KogtU6rCgmKm6pbTLUjY1N9X8M7h5/vnnPXMkAABAx3LO05KdmXRNpzSKDHOy2tSPHDiZbxjYsAsO9rnJPV+2PJR34aJq6Uk5OafGhet+bef6CdSjcRLVjNcPfvREWeZQFRSWv9bUXreUggMbpmSbOJNz07TVVDchkhY+1Ntminm9RPWuyq4K0RmeaVQDpB6/YP95fSS2cb3mplGjRnTqVNlAMQUPz+TPAQBA+V394b/07M/b6YNl+wLybfxpY4bDwll7tSi558sKezmboreMZbQpHxe//rdPYxrZvo7TxxtjmbRdIHV0uW+fG+OgYMPhHDFyYf/JAsrOL1ItS7WpE1/hFZQQy3KSqqDY4LGqmhtNdKPdObkCex16N7g5dOiQbrdUYWEhHT161F3HBQBQJfHmc2z5npMUiJzphrL3GLmwN//CRco4Y15mUvC+NHHSAEk+LyuFxA2T1TWilbUsVWLQCi63iGuXc+Sgja8rt1+5sg19pzMuwlWhliDF0Q7F2mPTHmex5ntzpQPMJ5al5s2bZ72+cOFCio+Pt97mYGfJkiXUsKF6gBYAADhPPtHoFZUGAt412JngRgkqtHKkZamzF4opv7DYZop1rPS1NeMiaOHDvWn9oTPUu1mKy8erbNxXkYJipzI3ms/JwQ0v5e3JNC+/tagV65blymDLspQcnOjtUCyOzU5BcVyEetakG8ZoVW5wM2rUKPGRU2GjR4+22f+GxzG89dZb7j9CAIAqQs5CRFtqPYysP3xG1F1wB5A/ybtQbJ3EbRToKCd27uR56NtN1LFeAt3Vq6E1oJEHYl6QCowZF+AqHU6sdvVIcQLu16JGuY5XCbIq1C1l1AouZTnMQUPZbbmA+K4v1lmvc3eYO4RaWslVbeqaw+RAkekNzlR0rFedxvVrQu8v3eefmRtl4jdnZ9auXUvJycmePC4AgCpnb9ZZ3cJZrW0ZuaI2h7VLM59cnJ0I7W1KMFI7PtIwuFGWpXhpjgdf8uXOng3EH9dyYS0vSxVeLLHN3EjZhFouFA97s1tKm7oxWpqLdHZL43IUFGuPUglu7C1L8c/k/y5vVhbc+EjqxuWam4MHD9oENlxMDAAAFSN3/tjbEXejtH8Ld9eM/bLsL3sZz2l6Zu5W2nEsz2dOPFwky2pVtw06lKSAMmtK3pVX6SaSMxr8OOX5FOGhQaoZUHWqR1boeJVN/HLPe3afGzlk4IDjvKeDmyBL5kZVc6M+zjDLRE05oNGrY5aLm33gV6x8wc1rr71G3377rfX2tddeS4mJiVSnTh3avHmzu48PAKDK2JN51qnp2Np5PkZ/6Q9/dwV9vSqdXpm/U8xwuuz1paplHW9QMi16GZUmNWLER+4OOnyqgO79pmyitzJKQZW5KSzWXZaKiywLbriVuiKU/WSy8ws9mrmRAwhuh9fb74cLoxPdVIsVomRuVDU3Rpmbsvsc9Wj5yrKUy8HNRx99JCaDs0WLFonp4AsWLKChQ4fSY4895oljBAAIaMpfzPIsJD6Zapdc7C1Z6Q2c5CBBye78sP6o2LV3yc4s+nNXJmVVYPp2RSib8CkZEfbLuF40b1xPqpdo7mbKOnuBHv9BvRfOybOFOsGN/rIUZ2uuaFebRrSrTVe0c77tW49S08Svr53vVNFuKaNAoFDqjpItfbSvzSyn8gqxRCz2ZktxFkybmXHUge4rwY3Lm/idOHHCGtz8+uuvdN1119Hll18uCoq7devmiWMEAAhY/+zLpvGzN9JdvRrRlqO5qs9l5hZSvaQoux1DilP5RaJ4Vg+fpCyxAa05dJpmrk6nGrHhtObpgVTZlGCkZ5NkEYC0rBUnRidoAwntRO8cyzLd+eKy5aFZa45QbU0GiIMbPhm/e2MHtxwvD85UvL5gFz3zn1YeydzIGRReatNm4vq3qEG14iuWhZIpQZJcUKw9yqaWTJorIxX8dlkqISGBjhw5Iq5zxmbgwIHWvzwwLRwAwDW3fLZaZFheW7DLep+yH8uRM+ecztycKlAvm8gnx1NSVmfFXvP+OVlnC0Umx1uZG975lwOQe/uWTebmgEvpGtO2Oyv722h36lVqcRThbqpJkffNUXz690G31twoQQ/XQskZlAs6mRt3dUlpB16qlqUsWZehrWuKrNfLo9rYZm4cLEz5SubG5eDmqquuoptuuokGDRokdirm5Si2ceNGatKkiSeOEQAgYGnPBT2bJFHLWrHiOg+XdBTcKAWm2mUppeVa+xrHcsqCgXQn9pxxN6UAWKnnkLWvV118XLr7pE3hbI5lZ2JHs6f0nreilHEOHSzH57Z9biw/mCKpY0l5j7RBXLSDrQHKXVBcYrss1a1hIr13YwdrJk1Vc+NoWcpHUjcu/xb873//o3HjxlGrVq1EzU1MjDltdfz4cbrvvvs8cYwAAFXGC1e0ps71E3WDG16ueXDWRlq8I1PcfuOattTHsjGddh+WPIPuHjmLoFen40n82sqJXC8I4blPSr2RslNzWmKk3cxNZQQ3L1xxSYWGQhruc2P5WVz/8Uqb4Eb784uyjIFwl5AgvYJi8/FoRzs46pZyJpCrbC6Hgrxh36OPPmpz/8MPP+yuYwIAqBK0rbeselSotZNIqTNRvLtkL83bfMx6m1uelZNegeakL2dujJzWLGV5mlyQqzeVmzudeBmIH6e0g3NdztSl++nXLceppHS9mJRtDz+Hu8WEh1r31SkPezU3vFHhZk2tFX+P2p99tLszN8HGBcXaAEZ92350o23N9xaX3y15DIOMI72IiAixNOXKGIapU6fSG2+8IQqV27VrR++99x517drV8PG8p87TTz9Nc+bModOnT1P9+vXp7bffpmHDhrn6rQAAeJU8J0nBXUTKJnTav955YrgsKjzEetI7p8nc2NsEUHG6oHLbwuXOJqMMS3RYsCoIale3bCno920nrNdv7FqPZq1Jt/l6pcPHnWIiKraRn1EdCgc9ej+nrLxCm4DI3RPiQywFxXqzpbThiysZK3tDT306uOExDBzIaP/iUO7jj7169aK5c+eK4mN7eL+cRx55RLSXc6cVBymDBw+m3bt3U40atltlFxUViVof/twPP/wg9tY5fPgwVa9evnVQAABv0hYMcyYmNJgHP5r/a96deVZka8Ze1kic3LTZDg4ElMyNdrnmUHaBz2VulL/qeQt/o5ZmLjQ+IwV9baXgRruEpRvceGBZStkUsLzBjVHmhjfr0wtujpy2rYXin7U7hVpbwV1blvLE++sJLh8l19l06dJFfMzNzRUXvs7BCbeGL1++XBQa6y1daU2ZMoXGjh1Ld9xxh6jh4SAnKiqKpk+frvt4vp+zNRw49ezZU7Sf9+nTR2R8AAD8zVHNROtoS6AiDyOcsmgPfbXqkLh+PFeTuQkry9xol6XkDQGN5JVzmcVVvKdO/zeX0Y3TVjk8Qcq7CzMuLNZOweb7ePnOUeu2uyizqji40VtKVGqeflx/1GY5iRUbLNXwkpBe9k6vS45/1u4UrLtDsfmjNlEjFxSnxlVsnIXPBjfjx48XQcmAAQMoNjZWXPg6Ly3xJn4cdHAGhgMeezgLs379emsruTiYoCBxe+VKdXGVvCTWvXt3uv/++yk1NZVat25Nr7zyit0W9MLCQsrLy1NdAAB8wVHNSUxps42TNriTO5y0BcAcDCktwtpalK0Z6joOPRUZBumKRTsz6UB2AR04ac4myYMttbSFs7zM1LVhIj00sKn1Pt6lV69mx1PT1JX5Urzkot0RWfHiLzvo/77fTHd/td7mc9puKAUX8+ZausBkG9Jtu+T09jtyRyv4ael3ymTQ7i1ncpTOsYALbvbv309xcXE29/N9Bw4cENebNm1K2dnZdp+HP89BCQcpMr7N9Td6+Pl5OYq/bv78+fTss8+KSeQvv/yy4etMnjyZ4uPjrRdlA0IAAG87clqdiVHOIdqTvxLs5Bdq9z4Jsf5Fv/1YHu08bv7j7bt1R2hbhvn6wJbGAzUddR65Cw/6dLboNFqToVCyPPKOxkkxYYbZn0QPZG7k1zLapXjupgzxcc3B0zafk5d+tPfLy1K8UZ+8U/UAaZJ5W8tGh+4uKP5k+QF6/8+9dOUH/9C6Q+Zjt1diE7CZm06dOokMzcmT5o2gGF9//PHHxXIV27t3r0eCCJ5MzvU2n3zyiTiO66+/XhQX83KWkQkTJliXz/iibEAIAOBt6Tq1FYzrbmRKsTDPUtJmbpSlLD4h8gmKJ2krowv4r/NXrzZvxKanwEHnkbvIYyXkjfz0KN8P484pJWsgBzdpCVGqzI08b8kTNSFK27S9LIy91y10YllqeNta1LymeX8jxZTr24tusYcHNnP7slSIZVmKvfnHHtqYnmOtddKLbdqnVRdztjrVt19L6ytcfrc+++wzGjlyJNWtW9cawHDA0KhRI/r555/F7fz8fHrmmWfsPg9PFg8ODqbMTPN+DQq+XbNmTd2vqVWrlmhF569TtGzZUmR6eJkrLMw2Yg8PDxcXAABf8svmY/TXnrI/EpnRH8zniktE8al2SSQihJelyv4b58/fNn2N9faih/tQckw47XppCL2+YDdN/+eg9UQsNorTZILK2wHFJ0ouEl66K4u+WHmIXr2qLdWUxiIoy2rXdqpL368/Sv+7vr3h80VL348cMMjBzaBWqTafU5ZX3L0fDOMAKyw4SAQ28r4wNjsjG9QwGWVuOAjtbAkWqkeGquqNeH8f/r7cNUbCaFlKj17m5od7uovRCvKOzTKlhd9vg5vmzZvTjh076I8//qA9e/ZY7+MuJq6ZUTqqHOFAhLMvS5YssT6eMzN8mzcJ1MP1PDNnzhSPU16Lj4GDHr3ABgDAV/FJniVEhZb9xSydVb4Z041u/nS1NXNToAlEWtSMpaCgaqqTvozHGjSwjHHgLEfrOmXlBHUSIkX9S3m7f+TApv+bf4mdbOfe35PumLFW3H/VB//QvxMGiOsclJ2wDOn8v8ub08QRrayt7nrk4ETes0a+3q9FDdV4CQ50/tunkfieujU0bwToiWCAV/GKL5pcztzYO+mvO3xGfIzXBDfK3jqeEixlbrT0Riw4GtgZ7u/BDePAYsiQIeJSEdwGPnr0aOrcubPY24YLkQsKCkT3FLvttttEuzfXzbB7772X3n//fVHU/MADD4jlLy4ofvDBByt0HAAAlW2vpZvp41s703WWHWrrJpQNRuTBkpOubE1P/7RN1MbkW5aQOIMwf/xlYvK1vQJPuQCXyQFF3YQoEQg42hDPEX4Onk/FF3nTQJ73tPVorhiIyTOsuBCXl3Y4COIMjzPFuyxC2rOmW6NEGt6mFrVLizcHdCZ1/ciEoS3Jk0I5eCkqMVyWkpfJft96nIa2qWW97cxJn7u/1MGN+zNQMrvPX46NmBulxIjp834d3HB2hS9ZWVkiiyIzauPWwzUzXK8zceJEsbTUvn17MYxTKTJOT0+3ZmgYL4MtXLhQ7Ibctm1bEfhwoPPEE0+U59sAAPAKLiJVxgu0qBVLX93VlT7+6wC9cqW6PiZa2aCPgxvLkgdvKNfEMq2Z1Yi1LfDkGhTtTr3yiVMJjLTt466SN2xTgjXFHztOiOBGWS7iImBHgQ2LNliW4jqkqTd39OhmffYodVBGS0zysd77zQY69Opw622jr5FxwCYHdtqWeHdrIv0OaZVnyMT7N3ag5+dtp7t7NyJf4PK798ILL9CLL74osi28HKTd7MdVvARltAy1bNkym/u4FXzVKvNeCQAA/mhfljkQ4DELvKfNZU1TxEVL2ZWWC3+VJSS54FZ+jEyZri2TO7AaWZarOKPAJ15tAbMjs9ekU4nJRNUjy8oB1luWVxS7Tpi/RyW4cXb/GXn6tb1RCpW9mZzepncybTDCgZ8SzDmTuYmPDFP9jGLsLN25Q/Oatl3PivKc19MSo+iz281NRX4Z3HBn0owZM+jWW2/1zBEBAAS43SfM3UNNU9XdMVrR1tEKJdZp2FGhtv9ty3U7Ru268sm3UYo5uBHPXVRC8ZHOBwpZZy/Qk3O22ty/87g6c6Mc7xnLpnZGm+7ZO0572ZmK/mFdrmUpO8GNdm+/UwWF1qya0VKWNnMjB6qeXpZqmBwtljQz82x3qXYiwebzXA59uSupR48enjkaAIAqQNk9uHmq8dKAXHPChbtFls1K9U74ix/pIwpqFXp1OMp8JKWgWOmWcbXuhieTO9Pufd5S8Ku0OjuduZGCGzmLY09l7NejZLeKDAqK5blZynwohTOZG162kwO7aDe3fuu5qWt93fsrOW70jeBmzJgxomMJAAAqFtw4ytyU1XmYrCdILijWSooJp1Ht61hv6wUS8pJHzbgIawu5tgvLEe0uyUbBjRJwKI+v7mRwI89QMuoE0zqq2QzRGzU32r1s5CDQmcwN10nJwU1lbJYXGlLN6W4pf+NyaHjhwgWxid7ixYtFUS/vOyPj0QwAAGBMCQSaOQhulD1F+MSpnDyN6mPk5+IWcS2uX/nizq5iQjUHGhxEcGGzq5kbo+BGydTwSZofo7RqK8tSidHOBSpyUa2j4IYzDLwcVBn1N2GWTJdRcKN8v/zWc5213GbvVLdUZChdkB4nd855SqhBO3ggZG5cDm62bNkiuprYtm3bPHFMAAABi0+O3B7tzAlMCW6KeFlKydwYnMi5ePWdG9rTVysP0x09G+g+pk+zFJsgwl2ZGwVnH/gxStCkZDBSYpzbTDVaWo7RztjS+vHeHqJV/pnhnm0D12bR9CjBJwd32flF1mCPC4sNhoLb7CMTJUUV9ZPK6qI8JdTORn5VLrhZunSpZ44EAKAKUE72fGJxNAcpTDqhKidVo+CGjWxfR1xcqW1xdXjmGQfBTf2kKDFWQikoVgK5Gk4us6TGh6umf9vTsV4C/T7+MqoMSnDz4OyN9PEtncRGgnrBDWebRHBj+f5d2diOM27Pj2glisNb1TbuZnJ3kbS3i7U9wS25PB4B//vvv9M111zjjqcDAAhYym693Emjt3ykm7kpKRXZG/m+ilJqW1ydL3VK2bdGmufEAx6v6lBHXO7t01jcp2QulGBOrz1dj5zhUYqRfYESCHCwouzErLfnj7JZolJz5Ey9zZ09G1qv396zIT08qBlVhlCDJU7/D23KuYmf4uDBg2LTPm4N5834Bg4c6L4jAwAIQFmW4MZoZ2G9zA2fOM9b5kqFu7gnjRGloNjVTiNlWYpbiZVAh7MYt1xq7rzJsdTYmLNNvARn/n55d2JnyFkD3gfIVyg1Nwrt/kCl1uDG/L6etwSNSgZHqcXR+v6e7tb5UpUt1GBZKgASN65nbgoLC+mbb76h/v37i5lSPP6AxyjwbsW//vqrZ44SACBAKPuKONMNIy8bKMtHrm64Z0TZDNDVZSkluJH3ypE7seS9WlYdOGUd9ulK98+3d18q6oZu665fO+QN8hRtdviUeqI7F2qzaE3QmJFjflyteP36qi4NEr22DBRqmLnx/+jG6X8l69evp/vuu09M7OYZUDzskqeB83iEwYMHU1yc59cHAQACZVnKmZO93PatdN+4a1nKlczNst1ZNGtNutjLZfXB09ZZQgq5hZmPmedIsVs/W2PNUsmzlxzp1iiJnhtxie7uy96irU/RdpkpWRmlUJsnuctBUL3EKPI1oUbBTbUqtCzVrVs3MaySRx9wxgYAAFyXaZkp5VTmRlo2cHdw42zNDddU3v65ucaEAxztCAdtcMNZCK6v4eGZirQE3zuxV3QJR9s1pWRulJ2FleWo5XtOWoOblQdOWR//4ICmYhCoN4UFcM2N0/9KBgwYQJ999pmYK8XDLfkXHgAAnMeTs+dszHC65oYDBeUEVODuzI2SYXDQCi4X9W45mmu93qFegmoqt0zer4XVS/L/4Ea7l452vxuTNnNjCRqX7MwSHwe2Mg+EVjwyqBk1r2l/nyNPCzGsufH/8MbpfyU8jXv79u0ia3PvvfeKoZk8kTtQ3ggAAE9bvCNTVWvhDCWYsWZugis3c3P0jHr3X/7vfvsLgyk5JsxwwKV2L5yGlbBni6dpB2NqgxtrzY01uClRdY21rRtv3ZTQXQFqRYUG8LKUS+9wWloaTZw4UXRJffXVV6JDKiQkhEaOHElPPfUUbdiwwXNHCgDg57jAlt3Tp7GYouzKcki+lzI3SkGsomXNOHEC5z9qnxjSgm65tB5dotmTRbupXlMHM7T8QUx4qN3ghqeky/OweN+biyWldNFSjMNB6cyx3eiypsn0wz3dyReEGmVuKv1IfKgVfNCgQeJy5swZ+vrrr0VL+GuvvUYlluFuAACgpuz50jDZ+WUaJZgp8FLm5nSBeq+Z+/s1sV6/t695Txut23s0oEsbJVHe+WLampFLgy+pSf5OHjyqHaDJZRrKspQc3Mh73PDA00tqx9NXd3UjXxFsOH7B/8ObCo8dTUhIEIXGfEHmBgDA2GkXJ2SrlqUuuLmg2MkdiuXP84m7X4uyEQ72Rgm0rhMvrvdokkyBINbOspRcgqp0hRUWl1ChpQ3enUGpOwUbBDH+H9o4uSyVnl5WIW9Px44dxceMDHPBHAAAlFE2uOP5Q67WRbi/W8q5VnDldZulxtCssZdaW8irGm1buhzcKPU24nGW4IZ3MlZGMnBrPAd8vibYYIfsAEjcOBfcdOnShf773//S2rW2W04rcnNzadq0adS6dWv68ccf3XmMAAABQSm0TXAhuFH+4j/r5mWpqHDnlqWU4KZ/i1Rql1adqio5gGEXpVZweedhJfgzT3J378gMdwsO4ODGqRB8x44dNGnSJFFjExERQZ06daLatWuL61xzw5/nTirO3Lz++us0bNgwzx85AIDGd2uP0A/rj9IHt3SkZCenUFdmG/hZy9KSK8tSSsZAObcaDTt0VXSYcwXFyrKUsn9LVaUNboqMMjdh5p/PheKySe7aNnKfD27I/6Mbp97xpKQkmjJlCh0/fpzef/99atq0KWVnZ9PevXvF52+++Waxg/HKlSsR2ACA1zz+4xZac+g0Tfptp0/9FHafOEttn//D+lex0hLsDO1kbLdlbpwsKFYyRkqNTlXVq0mKk8tScuZGCW58MzAMMRrc6v+xjWsFxZGRkWLyN6Z/A4AvWy3tBOsLXv5th/V69chQw7+YnQlu3JUFUIIVnv3EgzmNjqksc1O1gxse/Llp4iB6Zu42+nXLcU1wY5tp4yUpZVmKO6X8K3Pj/6r2bysABMzmeDnny1qW9aYve5O8y68r9TYsQlPI6r7ZUmXPy7vpxkboZ5OULq2qHtyw6lFh1uU8efyCXkExf14p1va3ZamgACi6wW8rAPi1f/Zl05gv19ndk8Tbcs6X7djrSr2N7rKUm06UfMLlkxtnbfgkbBTcZFn25nE1KAtUoSHmE79ST8NMpfpdVUqNla8WFIcEcEGxb77jAABO2ph+xvlaAi8pljZ842UpV3iq5oY3arPW3RjsdcNFsUfPnLMZlFmVKa35RjU3EdISFG9i6Ms1N0FVvaAYAMBX7Txx1uY+7db43iafQ1ytv9Dur2I0D6g8oi1LLAVSx9SKvSfp3/3Z4nr66XNiiY83sOOaEygLLpWxCtrghj+vBNfcIefLy1IhRstSvnm4LnH6W+CZUtwRBQDga51IWnKbri+Qj6deomsZkAjNidGdSxzRmr1ueB+eWz9bQzdNWy2WXY7lmIdm1kmIDIgt+d1BCS7lZSllrhS/Rfw+KcFM3vmLbg9IKyNzExwAP2un3/GjR4/S0KFDqW7dumIq+O+//05FRerJrwAAlYmXTQ5mF9jcL594fEGepfaCXdWxToUKit2ZBSibYG0+voPZ+dbPcaCTnW/+Px5ZG/vLUkriRinEDQ9VB42+GtyEGAQ3IQYDNf2J0+84D8Y8ceIEzZo1i2JjY+mhhx6i5ORkuvrqq+nLL7+k06dPe/ZIAQA09mXli4JYXw5uuB1YOZ7Zd19KzVJjfaKgmJXV3JiXpQ6cLAsUs/MLrYM+EdzYnvj1am6UWEHJtim1TL5WA1YVuqVc+lcSFBREl112mdiFePfu3bR69Wrq1q0bffzxx2LH4t69e9Obb76J2VIAUCl26SxJ+Vpwo3TMsC4NEivUsu3uAYzR1vlS5mM8csa8DMUOnSqg1xbsEtcR3Ni+/+pWcPPHatrMjSVo9NVMSLBBEBMSAEU3FfoOWrZsSY8//jj9888/dOTIERo9ejStWLFCZHcAADxt94k88bFT/QTV/fKJx9veXLjbet2VzfsU8ZHqFmx3jV9gUdbJ4OaT8Kl8c6aGjZu50Xq9RmyE217T34VaAhXV+AVLdKP8eJWlQ2Uul68uSwUHcEGx2zaDSElJobvuuktcAAAqw7HcC+Jj27rxtP5wWUs4n3hMJpNPFMFuOpJToa/XThB3b+Ym2Jq52XI0h7YdMweLWq1rx7ntNf2dElxe1Km5UTIh4ZplqfIEtZWhWgBnbnxrpysAABecsUzZ1qtj4QDHF/YXibVsKPjUsBbl+vqEqFDdzIE7KBOs92bl05t/7DF8XNu6VXcauHFBsW0ruLWg2PJ7V5a58c3gxoiPJppcguAGAPzOwu0n6OdNGbQ1I1fcrlM9kqbf3lmccP771Xpr3Y0vBDenLB1H7coZIMg7A/NJ0p3ZKKUVfIdBxoZ9fVc3m712qrKymhv9VnB5LyNl/IK/ZUKC/ex49SC4AQC/88K87dYlKWXppnWdeGvtgy8VFXPXEUuKKd8mePKOxnqdYe7I3HDbt5FeTZPd+pqBuM8NL4HK+8YoQbWvL0sZqVL73AAA+IKzF4pVgY1cl8InF6Xt1heKivkEqOxxk1TO2Uwh0hqBuweCKpmbU1Jw896NHUQWjI1sX9u9LxgAlCUmvangZfvcaAuK/StYCPaz43VL5mbevHm693OqNCIigpo0aUINGzZ0x7EBANiQ92LRK7rlfWAuFpXtLeMNx3PPixOesoTB57x4F2dKVQYlc6MY2LIGjWhnDmgWPtSb6iZEeunI/LXmhlQFxYWW30F/W+YJ8bNMk1uCm1GjRolARknDKZT7+GOvXr1o7ty5lJCgbs8EAKioE3nqrA2LkDa64+CGax2KSsrmJVUmDqq6T/5TXH//pg7iY0xYiOFW997UMDlKd8di1ryma5sNVunBmZar2oLisq/xvZ+9PVVuEz+2aNEi6tKli/iYm5srLnydN/P79ddfafny5XTq1Cl69NFHPXPEAFClZekEN/o1Ed5Zlko/XWCzV0ycD2ZtWKf6iWIoplEmB5xdllJ3S4Vpghl/KygO8cFA3FUuv+Pjx4+nKVOm0IABA8QYBr7w9TfeeIMee+wx6tmzJ7399tsi4HHW1KlTqUGDBmJZi4OkNWvWOPV1s2fPFpkiziYBQOD7auUhevbn7XYfE2r5j/mi8ud0Jduvs2ymtIP7oielFvUYSw0OON7nhpeluIB95f5TdL7YnCVUYoKNmr2NfHWHYiO+mGX0eHCzf/9+iouz3dCJ7ztw4IC43rRpU8rOznbq+b799lt65JFH6LnnnqMNGzZQu3btaPDgwZSVlWX36w4dOiSyQzwOAgACH3cKOQps5AJcbxUUHzl9zua+uIiKZW4ap5gniTeyfHSnaClbIy9LgeNW8I+XH6Abp62il37dIe5T2vRvvbS+X2dCQvzseN0S3HTq1ElkaE6ePGm9j6/zGAZermJ79+6ltLQ0p56Ps0Bjx46lO+64g1q1akUfffQRRUVFiUGdRkpKSujmm2+mF154gRo1auTqtwAAfmj/ybKJ1SzZ0lqt3cFX+StZ3kG2MimjDGRK90x5Tb+9C93UrR5NH23+P9ad5D1sYhDcuFRzo8ze2nLUvN+Ssvp0Vce6hh1v/iC4KgY3n376KR08eJDq1q0rOqP4wtc5k8KfY/n5+fTMM884fK6ioiJav349DRw4sOyAgoLE7ZUrVxp+3Ysvvkg1atRwatRDYWEh5eXlqS4A4H82ppeNV+jXPIXmP9iL7urVkL7776Wqx4VazjAX3d037cIUcO1fv3LBc3nUT4qmV65sQw2S3Z+5kQdzVo8qX7t6lZwtpdONp+wPw8HBgBY1/DYTEuxnx6vH5RxkixYtaMeOHfTHH3/Qnj3m7bqbN29OgwYNEoEJc7YGhpeuOAuTmpqqup9v79pljoi1/v77b/rss89o06ZNTr3G5MmTRYYHAPwLBwlbj+ZS+7Tq4i9fZUbTf/s0oglDW4rrz/6nlc3XhegUfFamC8Xm1x3buxFd1jRZDM68rbt6mcKXqIIbHy189sXMjbJ/kVGXUbw0NsPfam6Cq1Wx4Ka4uJgiIyNFYDFkyBBxqUxnz56lW2+9laZNm0bJyc7tmjlhwgRR06PgzI2zS2YA4D1jvlhHK/Zm0zPDW1LnBok0a80RcX+neva3mFCWAC6WeDdzExESTD0aJ9Oc+3x7h1+5Q6q6Zo4V2LI34VuOCeRsnZJN9EXXda5L368/Sh3rJViHzwZCQbFLwU1oaCjVq1dPZFvcgQOU4OBgyszMVN3Pt2vWrKlbzMzLXyNGjLDeV2rpiAgJCaHdu3dT48aNVV8THh4uLgDgH3jO0ZqDp0Rgw17+bSe1qhXn9DgAb3ZLrTpwyjpZu6J1Nt7I3PjiRoO+xt6eNXLmhoNbf1jmee3qtvTiyNb09E/brMFNIHD5X9/TTz9NTz31FJ0+fbrCLx4WFiYKlJcsWaIKVvh29+7ddZfEtm7dKjJHyuWKK66gfv36ievIyAD4t5xzRTTs3RX0/C/m7hPFjuPmgOGGLmkO92IpW5aq3MzNtoxcuuGTVbTZsnwWYWkZ9nVyhgHBjfOt4I6Cm8iwIL9YlqrG0wVCgwNiEniFam7ef/992rdvH9WuXZvq169P0dHqAjdu53YFLxmNHj2aOnfuTF27dhV75BQUFIjuKXbbbbdRnTp1RO0M74PTunVr1ddXr26etKu9HwD8z9Ez5+1+Xqm1cWbZoLIzN4t3qjPQ4RUsIq4scpu6XCcC+qLDQigiNMhaW2W4LCVlbuwtZfmKYB/OLlXa+AV3uv7660Ur+cSJE+nEiRPUvn17WrBggbXIOD093VqoDACBLe9Cser2oFaptGhHprXl25mTr7cGZ2pnXinzhXwdt4IveOgykXXQjg0A/SCgZa042pieo/s5vYyYPwQOwX5wjB4NbnizPXcbN26cuOhZtmyZ3a+dMWOG248HALwj73yx6q/gu3s3sgY3znbyVFZBMXdvPfr9ZnGM13VOo4wcddapou3flalFTduNWcHYpY2SdIMbVc2NVMvkD7OlggOgQ0pWru0oc3Jy6IcffhAFvryhX2JioliO4mwLLyEBAJRHriW4aVMnnl4a1Vq0gfOJgbMwdRPVQx6NKCcSTy9LPfnjFtqXlU+P/7CF2tWtThmaJTV/ydyA6+7v10T8vDlLyEHt6oPmGlQ5+SHXXMVWcIfqyhAcYCskLgc3W7ZsEZvsxcfHi84l3l2Yg5s5c+aIJaQvv/zSM0cKAAEr/dQ5GvH+39bgpkmNGBHYsCeGtKC/92XTpCvbOPVcypBCTy9LHc8tG+D508YMyjx7wW8zN+Aa3sn53RvNE98fmGUejiqPX9D+/JXdtH1ZcGDFNq53S3EB8O233y5GLHCBr2LYsGFiIjgAgKszoz79+4A1sNF27Yy5rBHNuKMr1ake6dTzVcb4BX5u+Xh5NIRlMLQVMjdVQ7S0/CRnbuRfh5RYfwhugqhKZ27Wrl1LH3/8sc39vBzFBcEAAM7itumbpq2igiL13lkJFRgDUBnjF86cUxc+H9DMvWLI3FQN8tYEclFuvrSDsRwA+argqp654Q3x9OYz8SiGlJQUdx0XAFQBry/cZRPYsAbJztXX6KmM8QtnzhWpbh/IVndKsZrxZZltCFzR4cG6y1K1qkfo3u+rggMsc+Pyd8Ob5vHgSh7FoPzQuNbmiSeeoKuvvtoTxwgAASoyVD+lz4Miy8u6z40Ha25O5auDG+2SFEvSTCuHwBQtTVKXf4f7NksRo0O+vVs92NVX1U1wbtk3YIObt956S0z95qnc58+fpz59+ojJ4LGxsTRp0iTPHCUABKSk6HDVnjb1EqOoRmw4NUuNKfdzWve5cXO31Of/HKTfthy37qTMLqkdJ4pL9fjDX+vg7pqbaqqfP9eLdWuU5Bdv81Ud6tBdvRrSp7d1pipZc8NdUosWLaJ//vmHNm/eLAKdjh07ig4qAABXlEopjwEtU+n1a9qRyWRyOGKhsve5OZRdQC9YRkL0ano55ViKiWvFR1Kz1FjRLcVqx0dQ5tlCGtm+ttteG/yz5sbfhAQH0bP/aUWBotz/g/Ts2VNcAADK66yl6PLhgc3ERnjuYN3nxo01N6cKypahpi0/QLtO5FmnaLdLq24NbjrUS6BXr25jmM2BwK65UbKG4CfLUrNnz3b6CY8cOSKyOgAAjpwtNGdA6iW5b73fus+NG7qlCgov0l0z1tLHf+233vf+0n20eGeWddfkZjXKltB4RARv2IYlqaqZuVGyhuB9Tv0kPvzwQ2rZsiW9/vrrtHPnTpvP5+bm0vz58+mmm24SS1SnTp3yxLECQIBmbmLD3beDqzv3uZn+90FasiuL/rCMgNDizI3cFYUOqaoHmRvf5FTu9K+//qJ58+bRe++9RxMmTBCTwHnUAm/id+bMGbG/TXJystjcb9u2bdahlwAAzsySinNybpRry1IVz9zotXjL4qPCKDUuQrf7C6oGedgoMje+I8SVFnC+ZGdn099//02HDx8W3VIc1HTo0EFcML0bAMpTy5IUE+b2ZakiN2RulMySEV6Wkjfri4lArU1Vo2w9IK6j5sZnuPwvkYOZUaNGeeZoAKDKKLxYYg0e3LknjDszN9n5hXY/z8tS7KGBTWnl/lN0RTt0SVU18sRvf+6WCjT4MwMAvOKnDeYOIxbnxqnJ1lZwN+xzc/Ksg+Am0hyUPTSwGT2E3TCoqmdusCzlO1DaDQBe8eScrWX/EbnxL17rJn4VzNyUlpooSzPp2yhzA1WXallKyuKAdyG4AYBKd0pa7kmNc+/E5FA3ZW54fpSjAAnBDcgBjbxDMXgXghsAqHSHT5+zXv/hnh5ufe6ywZkVy9wouxDbg836IDQEp1Ff5PJP5cIF4zTt8ePmuSsAAPZknDkvPnZtkEhpieWfAG6vW6qi+9zwBn6MV7l6NUmmqTd1pJpS2zfvTIzN+iA0wKZpV9mCYt6kb+bMmdS+fXvV/T/++CPdc889dPLkSXceHwAEoIwcc3BTxwOTiK3dUhXcoTjfEtw0Somhr8d0E9f7tUgRE8F5X55w/MUOmjobnosGvsHlkLNv37506aWX0muvvSZuFxQUiM37br31Vnrqqac8cYwAEGBO5JozwLWk3X3dRelYcWVZik9KZ6T5UaygsER8jJbmRPFW+5xpitfsbwNVl9z+7YaJH+CtzM0HH3xAw4cPpzFjxtCvv/4qlqJiYmJozZo11Lp1a3cdFwAEsJOWguLkGPcWE8sbqbmyLDVl0R5678999MWdXalPsxTVslSMNBgRQAtLk76pXIuFQ4cOpauuukoMyExPTxdZHAQ2AOBqt5Q7dya23efG+T+jObBhz8zdarMsFS0NRgSwx0RI3fhtcLN//37q3r27yNosXLiQHn/8cTGWgT8WFzvuLgAA4LoVluKJzI21W8r1guJ8adxCWeYGwQ04B8tSfhzccCFxw4YNafPmzTRo0CB6+eWXaenSpTRnzhzq2rWrZ44SAAKKMtYgySPBjdItZarQLCkluJFrbgAgQIMbrrmZPXs2Va9e3Xpfjx49aOPGjaKTCgDAHt7198y5YuL9zmpX90RBsdIt5VzmRu5wMUnBV7alwBjBDTgLzVK+w+U/SbgrSk9sbCx99tln7jgmAAhQB07m0wOzNorrLWvGUawbZ0pp97lxtlvqrCVDo3S+HDl9jga89Zd1qjgKisF5qLnx2+Dmyy+/tFs1bhT8AABc9/FKyrbU23RtmOiRN6RsKrhzmZtsaTgmf82KvdnWwIYhcwPOQubGj4Ob8ePHq25zEfG5c+coLCyMoqKiENwABIDNR3KoQXK02M/FnZTAhnVp4JngxrrPjZPVnVlScMNfop0EjuAGnIXgxo9rbs6cOaO65Ofn0+7du6lXr140a9YszxwlAFSav/acpJFT/6GrP/zXo6/TpWGCR57X1X1u5OCG7TqRp7qNbilwFlrBfYdbhmI0bdqUXn31VZusDgD4n583ZoiP+7Ly3fq8RRfVwUaNWPcXE8uZG87ClDqRvcnKU8/L+33bCdVtZG7AkaY1YsTHke3r4M3yEW7rcQwJCaFjx4656+kAwEtKPJRbP1VQliFZ+FBv8hSlW4qt2JctgpdrO6cZPl67DKWFgmJwZN64XnT0zDlqmhqLN8tfg5t58+bZtFHyCIb333+fevbs6c5jAwAvKPHQTmQ558ybfCbHhFHzmrGVMqV59PQ14mOz1FgxxduZZSktZG7AkciwYAQ2/h7cjBo1yqZDKiUlhfr3709vvfWWO48NALygVMrcFF4sofAQ98xWyj1vDm7iPND+bZS5UezNyrcT3KiXpVin+gm0/vAZcR01NwBVILgpdXJjLADwT/L+MHnnL1JKrHuCmzwluHFzB5ZWiDSlWXG+qGwvG62sPHPmpllqDO3JNNcZ3dWrIUWFBVNqXATVqR7pwaMFAE/AvuIAoJthUa6nxIa79Xnd3V6uxdlkDnDkwZnnikoMH68sS9VLjLYGN90bJdGwNrU8epwA4OXg5pFHHnH6CadMmVKR4wEALztjGTsgT8Z267KUh4MbZWlKDm7kmVEy7qbKu2A+rlu716eV+7Pp7t6NKSHa/dPKAcDHghueG+XsX0wA4N947pOisNg441HeZan4SM8njLmo+AKVLaGfOVcWsMnOFZdYN17r2iCRtj4/mIJ0lrUAwL849b8MT/32pKlTp9Ibb7xBJ06coHbt2tF7771nOGF82rRpYgTEtm3bxO1OnTrRK6+8gonkbvTH9hP07/5T9MzwltY9Q3wZd+whsHbfe5kjBQKFmr1pKuKkMgk82v2TwB0VFV8o1v8+8i0ZHV7GiggNwu8RQIBw+sx14MAB1fRcd/n222/Fstdzzz1HGzZsEMHN4MGDKSsrS/fxy5YtoxtvvFEEXCtXrqS0tDS6/PLLKSPDvPEYVNzdX62nGf8eou/WHfX5t/OLfw/RpZOXuH3DuaqKh0jKyznuDG6O5Zi7kjwxCVxLG5RfuKifgcovNGeTYiJCENgAVMXghnchPnnypPX29ddfT5mZmRU+AK7RGTt2LN1xxx3UqlUr+uijj8SMqunTp+s+/ptvvqH77ruP2rdvTy1atKBPP/1UdHAtWbKkwscCasdyzvv8W/LcvO2UmVdIz841Z/LAffU27IIbl6VO5JqDm1rxnu8+UkYwOFpeU2px0O4NUEWDG23WZv78+VRQUFChFy8qKqL169fTwIEDyw4oKEjc5qyMM3hoJw/vTEzUH8JXWFhIeXl5qgs4R/4L3tedd+NJuCrTbmjnrswNz3niHVy9lbkx+j6UgmkENwCBxasFFdnZ2VRSUkKpqamq+/k2198444knnqDatWurAiTZ5MmTKT4+3nrhZSxwTokf7WnkqV11qxoluyJv4ucOaw6dpoKiEkqICqUGSdFU+TU39jM3sRHYFQOgSgY3XLCpLdr0dhEnD+ucPXs2/fTTTxQRof/X4IQJEyg3N9d6OXLkSKUfp7/yp8xNsZMToMHF4MagENdVO46ZM6bdGydVSpG6PILBmYJiZG4AAkuIK8tSt99+O4WHmzsdLly4QPfccw9FR6v/CpszZ47TL56cnEzBwcE2tTt8u2bNmna/9s033xTBzeLFi6lt27aGj+PjVY4ZAjcb4k+BmC/L0NRZuWtZSlnuqox6G73MjVEGiguoWYyHR0IAgI8GN6NHj1bdvuWWWyr84mFhYaKVm4uBlZlVSnHwuHHjDL/u9ddfp0mTJtHChQupc+fOFT4O8P+AgWs6oOK2HM0RH7ktmrMd7lqWUjJCNeM8X2+j2y2FzA1AleJ0cPP555975AC4DZwDJw5SeG+bt99+WxQqc/cUu+2226hOnTqidoa99tprNHHiRJo5cyY1aNDAWpsTExMjLuA+JdKMIX+ahwTlDxC3ZuSK672aJNPinVmGQYGrTuSZg5vU+MoJbrTdUvz6932znq7tnEb9mtewaQVHzQ1AYPF6FR23lHOLOQcsHKhwi/eCBQusRcbp6emig0rx4Ycfii6ra665RvU8vE/O888/X+nHH8j8KXPjL0toXBsU6qMbI54uKBJBIscFjWvEiOCmopmbU/mFNHvtEWtGqPIyN+rgpuhiKc3fekJcDr063KZbKjbc6/8VAoAb+cS/aF6CMlqG4k37ZIcOHaqkowJ/6pa66AfH+uP6o/TknC009aaOdPkl9mvKvEHZQTgxOpyiQkPcUnPz1arD9PbivdbblRXcOBtAWve5QbcUQEDxzT8hwSf4U+aG/zL3df/3/WaRGeEdoH0JD4/khoHsfPMGfskxYRQeGuSWbqmtR83LXIoacZVT3M/jFJyBfW4AAhOCGzDcrNFflnr87Vh9yfrDZ6jZM7/T9H8OUbaloyk5JpwiQizBjZsKihURocFUGYzazSM1r499bgACk08sS4HvkGMEf8rcFPv4sXLQyBvYyRO3fcHbi/eIn/NLv+6w3lcjNpzCLUFARZelTknjHC5vpd6s05NCNTU3Cm1Cp2yfG7SCAwQSBDdgWLviT9kQX24F57EDQ99ZYc0SKBmR8JDKyWLYE27J0Mia14y13l/R2VKnCszZoI9v7UR9mqVQZQnRbOKn4F2SM/Mu0P99t5luubRe2bIUam4AAgqCG1CR63L9KXPjy4f686ZjqsCG5Z4vphqx3g9uTmpmSbFLaseL43NL5sZSx9M8NbbSlqS0QduD/ZtQUYmJPvprv7j92A9b6O992eISZwlqsEMxQGBBzQ0YZm60w1LBPZO2WZ4lePC2Y5pxC6Pa16YejZOswUF5ghv+veFs1fmiEjpXZM78JMWEUWWKllq7m6TG0hNDmlOwZU1qzcFTNjsUY58bgMCCzA2oyEtRpQhu3GJvVr7NfUpmxJsdUsreNrK3rmtPQUHVrFmWwnIsS32zOp2embtNLPuwsOCgSs+MRIeXZYk4UOM5eHwM/L7LGxMqv+LI3AAEFgQ3YBjc+FPNjS/bcdw8NNJXgptNR3Lomg//pTGXNbL+jDvWq07t0xKs2Q2lFbw8LfYc2LCvV6VbszaVPWRXztzER5qLhZXgRou/5agw7y8RAoD7ILgBFTmguYiRBhWWlXdBt67Fm8HNlEXmDimlBiUxOozm3NdT9ZiKLEtpVfaSlDYTUz2qLLgxemxlB18A4FmouQEVuYi4MturfbnbqSKB4su/7bTe5uUZRa4XW8KVPWwUvGmfltLJxd1SPClcWcYqD943p7JFhUnBTWSY3Y6oWEwEBwg4CG7AMHNTXEm7/n658hC1feEPWn/4dED9NKatOEDzNh+zFupue2Ew3djVXIey8sApMWfKm2MWFMPb1LZ5jJK54X1qer76Jz3101annluvCL1d3erkTUrmRl6qkqGYGCDwILgB4+Cmkk6+E3/eLrpqxs/eFFA/jV+3mAMb1j6tOoWFBFnrPxZuz1RtnFeZ0k+ds17v1jCRxvVvYvMYbds2D790htIdJevTvPL2t9HLBCrfi9FwTG8smwGAZyG4AcNlqcre5ybQCpiV5RDWp3kN8VEJbtiXKw9X+jHxpnXKrsFvXNOWvrizq7WI2NHmfs44c07dfZWWGEkd6yVQZdNbCpM7qGQ8KBQAAgsKisEwwKjsYZSuBjcVqQOpDNmW5Z/rO6dRw+Rom+DGm1kbHgVxbec0w8cp3VIyzuQ5mradI9USXdGuNj0xtAV5Q/8WNeju3o1US2JGIxaSopG5AQg0CG7A68tS5d1Xp8TkH8HN6B4NHGYPKsv2Y+Yp3Y1SYuw+TjtgUtltuGZ8hFPBTbPUGHr3xg7kLbxXz1PDWqrui4s0WJZCcAMQcLAsBcat4D6+LKV9vC8ta3FWSRmSya3WisuapojBlIr/vLeCvlpVectTqw6cttba2MOt0druaCVYsyfnfJHNkpyvULJnrEFSlPV6apz9gA0A/A+CGzAcv1BZ3VJlr12x4MZb3Ud69p3Mtx5fQnTZcggHOqsmDLAGDtsy8uhZy6Z3lYHHIrAWteIcPlabGJOXnIxk5ZkDoORY3wtumtaItV5vKy1Xtart+L0AAP+C4CbAnMi9QDuO5dGsNel07Uf/Uo6mwNOVpaFieYpmJXC1hka7LOUrgz55077L/7fcels7/ZuXTGKkfVgqkxKgcM2Nq3ZnnqUJc7bQn7sybT539kIxfb3qMG0/Zt6NuVZ8JPmaJjViRMamVnwE3dOnsfX+pqn2l+gAwP+g5ibAXPXBP6phiO//uY+e+U8rp79e3pW4uJJ3KHa1hqZEc3wHTuZTneqRlOSFTeNk87ced/iYuMhQ69BGxlkeva4ld3Nl2WjsZQ1p2oqD1ttK6/r3647S0kf7Ulpi2dLOy7/upG/XlbWLcwDha7gVf9EjfSi4WjURYH5+RxexO7E2+AQA/4fMTYDRTnnOcXGbf+1sKWezKb9tOU4/b8pw6bXsvXZ5gqEr3v+Her72J3kLL4sdzz1PHy4zjzVgV3Wo49TGcacKHNezVBRvsKfUASkb29nz6ODm9OO93elKzffAGbK5G9U/azmwYY4Kj72Fu704sGH9mtegLg3s1x4BgH9C5sbH8QnJ2bk3ervDutqBpF3a4aWp8CD7f9kWXiyh+2duENd7NUkud+bEHa3gPPH5XNFF1fb7lWFfVj4NnPKX6r41Tw+gFIP3Ik6z5T+3aNeIrVhAwIEVZ3/0noeDzxn/HrS29yc40SHEGY1O9RPpty0nbD63K/Os9foZzWRxZQkIAMBbkLnxYZ8s309dJi2hdYecG0ugN+TQ1W5pbTbEmaWp/AtlyyvZ+a7V+Mg4Vlm0I1MEJ84wqrHJOHOe3GXJzkzafzLf5n6eucTHyXOXrvtopU1gM6BFDRFkGAWm2szNop2ZusEqD7n8xTLCwR4+lsH/W05dJy2hYznnbXbr5eBz7aEz1vuiXZiCrZflkYeB3veNObA1Kt4FAKhsyNz4sDcX7qGiklK65qOVdOjV4eK+gsKLZDKYcKy39b1eNseVOhbRMRXueNdb9fJK2Ylt1wlzgWmLmnFODcwc++U6Gt6mFk29uaPjYzUIbo6eOU9NUyt+cl1z8DTd9cU6cV15/xkHDz1eNV7+enJoCxrWupbD+g/Z+kNn6GB2gWgTV2YgcXHuu0v2iuuNU2JsunrkrN7x3AuUZwky+dj+/L8+YgmG62K2Zpj3tlF0qp/g0hRsvfEE3Ba+dFcWHTlzTszJkoUEVauU+iEAACMIbnwYBzbak3mv1/4USy+bn7vc5gTJgY/WoVPn6PUFu2hQq1Tq4MQ2+HrLUo6clTI38l/0eReKacjbK8T13S8P0S3c1H6P7Letx2lqBTI38jG4igOGb1anU4uasbRsd5ZqCUyp1Zjx7yHDr2+cEq3qxDGiDU7XHT5D/d5cRiPb16bujZKoflK0KoO1NSNHjDLgCdacLXpjwS76Y0cmPTigqXg9+WfA+r9lziR9M6abddyCgkcuuCJVWuaqHR8h6roOnCygO2as1X28OwJLAICKwLKUm2w6kkO3fraarv94pWiL9YRDpwpEQej54hKbpQfG9+sd1wfL9tMYSwbCkdJyLEsZBTcbDpctg8zbdIxWa/7Cr+iIB6PlKzmT5KoVe7PpmbnbRLZMLsZu9NR8a8G0Xo2J4pPbOjv1Otd1MY8+4AA1Na4sNfbzpmP05JytdOO0VWJHYMWLv+wQk9OX7s6iCXO20txNx0Sm7tXfd4nP5xkUjr+9eA89OGuj6j69rJ898iZ3RnvCcNz34c0dqWWtOHrPizsTAwAwZG7chFPxfGJUljMGtEx1628YBymjpv6jWhZoIO24arQspdD+9e5sNoSDjw3pZ6hVrTibSdF6wYS80Zuy5wl77Ict4uPP9/cUdT0d0qqLpRG9zI3yutrMlNZ5g++3IsHNjuNlxzxzdbrqczy1vHvjJJE50RrXrwnd16+x04XM3KUz++5Lxdb/C7efoDf/2KO7r4yiwPK9Pv7DFpvMFL8PW47m6L6OXGdTXnLwxctcKbHhNsfA9UVD29QSFwAAb0Pmxk0ukf6idcdOudyBJJv4s3oX20zLTrAyR4W4zhQml2iWoT7/5yBd9cG/9NScrar7eamr7xtL6a89Jym/sNgg0LENqEZO/Uc8HweA5tfTzww5U1RsFMzpLc85y9GuzAu3Z9pkzbjg9uFBzVzu0Lq0UZJYwunfQj8Q/uzvsj1mFNqgIiosmG75bLVucKTn67u6UXkmbCv71nDtT4/GSTaP4SUzAABfgeDGTTgLcWkj854Zry3YLTqdXKnz4CUPuSsnV7PMsE1TFLrusG2gcuS0eWt9I7zU4somfuzLlea5R3M0+5rwUhfX8/CyiLwsxYHF9L8PUpvnF9L8rbYtxIple07qvp71eexkoRwFNxXJ3Dian/TVykPi+2bLH+snalr4UpECWl7q4aCDl3RcyRQq78F6afkv3E6268d7e1CvpskuHx/XGi0Y35s+va0zXdu5Lj0rbQrJNUbs3r6O64wAACoLlqXciLtTGHe9vDJ/F43p1chahKrgmolGydGiYFQ5md779Xrr8sHAljXo8SEtbGpftAmOz/85JGoyuJiUT47cMqx01tjD9UBclGrEmX1xuA1awfUnvIeK4nRBEb1o2clWW+Sqt8+LYebGiQDlfLFxzQ3/DOonRtm8/47sOlG2FKRY+FBv8TM6kF1AezLLAtDU+HCqJw1grAgOOm65tB49/dM2p4dA7s2ybVFvn1adVluyYqxf8xSacl17saQY6UL7t1Z8VCgNbGXOMIXHBNNfj/UVQRVv8MddWvGRro9zAADwFGRuPBDcKLT1JJyduePztaoukztnrFXVRSzemUU3TVtt7TKyZ97mYzTs3RU0Z8NRpwIb1ub5P0RxMe97om3DdnY+kzIckZ3Iu6A6maY7yB4pzliWrORBnXrZF14C4kJt3v9G69u16l1x5aJc7jzi98cV/H5sOarOkD16eTNqXjOWlvxfH9V0bw5Q3b1t/w1d6omsCNfhOFJDqoORDWhZw3p94n9a0ed3dBUb9lUksNHDwflVHeuKjCUCGwDwNQhu3Cg0WJ0lKCwuFUtOyl4z01YcEB+5jVahPZk6szSi9ch3m+1+vplmMODinZki28Ify7NLMAc0RpwNbj5ZfkAEE0bBlLLkxMteXKjN+9/syTxrfS+5rmnVAfs1RG/+sZuctXL/Kbr7q/U2HWdjezcSH/kk3rdZivX+t29oT+7GS1t39WpId/ZqaL3v/n6NDetgwjTBNOtYL0G0/TdPjbV2ZAEAVDVYlnLnm6k52eQXXaQbpq2iyNAguqR2PG3LyKv0QYmsWWqs2NhOW6Nyz9cbVJvTKcdl5Jm5W4mTPZy1cGWXZEXXBom0RipqXr73pOHIAaUoWA6WeNL2J7d2EgEIdy5pi3p7NklWLZG5MgKAW6/1yNkZritZb+kc45+np8i7F/+nbW2autS2fouzSZw5GT19jWpJqnWdeJrmZDs6AECgQnDjRtq/pHlfl52W1uIN6epW3Ue+2yRqa+zhCde8m6yryyta/Ff84VPnbHaqZdo5TPaCm69XqVuj7eGlCq7v6dU0he7t01i0EydFh9OcjUfphV/MNTnLdp+kqzvW1f16JRBTCmcVT8/dZtMxxBmzjc8OEqMmuKB2zoYMm9ogd+DOpr8e60eexkGK8pF/drLnR7Si3Zn5IsPDgRcHp/IGgwAAgODGrbQnYt4S3wjXhThqWf5P21q6G/MZ4ZP8oof7iM3nvlx5SOyNw0XHN3WrR4Nb16QR7/1tk1nJPltE9ZJCXKq5UXAGQ94XRsbBDHcTcRZCPvHe0bMhBVWrRs/N2y46sfh90HPW8t5kaQIZLljWemhgM7FsxBMFuHj2mo516aZPV5d7zlXHetVFMMofvaFt3eq07NG+VLt6pHjvhretJTJS3IJ9e8+yJSsFAhsAADVkbtwoVNOGq2RtjOhlUmThocEuLV31b1HDurFf+7T2oi6FW625mJQndf/yQC+xtCPLLihUdfw4O5m7c/0EsQxkFNxc1zlNdNg4GsSobXlXpJ8qEBkJnnQt0zs+7biD5Fhzsa2S4eHi5Cd+3CIChLoJkaJod/AlNQ2/t1evbis6vbS1SpVJ3qBx8lVtxPvNQQ4AADiGgmI3CtUEIr9K9R969Dbik0WEBlGMZnq0Pb2aJNt0b8ldMnK3j0Le4t+Z4Ib3SundLEUEAPJAxS3PX65akhpzmbkQV4/ecWjtPH5WFFY7Gv8wtHVNmwBQ2XCOA6fle07S/C3HrbU4XHv0/Lztdp+zaY0YsRxor2W+MnHbPGe8jOqTAABADZkbD7aCV1RESLDY7v+bVeliy/92adUpISqU7u/XhK7V2ZDv1u4N7D5fQpRtUHH4VIFoJedMBk+jdrQsxSf9Ly2DF7cfy7XZt0YOLlw5Dt63ZUCLGtQoJYae+mmr2ENFbx8XxTWd6tLN3erpThuXg5Lbpq+xyXjwciEHPjziYe7GDGtbOru7dyOXJmYDAIDvQXDjzjfT3cFNaLDYtfafJ/vbfG7t0wOpy6TFLj2f3hLX/xbtEbsBN07ZR3Pu60lZOm3evCzCrduvX9NWdf/AlqlULzFKNXpCG+g4WpZScG3OM/9pJVq9P/prv+iSuvnT1YbPUSM23Kkp50zJ2oxqX5uW7MoSS04r92eLbjGtWy+t79RzAgCA7/KJZampU6dSgwYNKCIigrp160Zr1pS1t+r5/vvvqUWLFuLxbdq0ofnz55MvCNPsc1NR9rbS5+GFd1qKSxskRdFP9/Uo12soYw72nyyg3q8vpdk6G+MNa1OLlj7aVwx7lHGmhwtfP7i5o7W7i43sUNvua9aMi7Bp01YCL86acIZK1q1hIj3Qv4kYTqngDI89/7XsT6Pg53ztmrbU2tLCrYyV0AoP9Yl/EgAAUAFe/5/822+/pUceeYSee+452rBhA7Vr144GDx5MWVlZuo//999/6cYbb6S77rqLNm7cSKNGjRKXbduc27be3zI39jw9vKXoSFr2WD+nsxhPDGkh2ovlQMFRcW9suHGCjzt1lGWcH+7tTu/d2IFu7FLP4fu0YPxldG2nurqdZlzzIutYP4H+7/LmNKJdWdDUMDnK4ff5+R1drIENz3/i1umGlllI/+4/pft14cHu3ckXAACqYHAzZcoUGjt2LN1xxx3UqlUr+uijjygqKoqmT5+u+/h33nmHhgwZQo899hi1bNmSXnrpJerYsSO9//775A81N7yMM7yNftdLzyZJqhM7FxTbw9kOV2cb8UZ0Cx/uTU1d6ARyttW4VnykCECceXyIpthZXjLjOiMZz4hi3L3EgQp3PLWqZX8TPT6Gfs1r0IFXhtHP9/ekGEuAJm9AyDEZZ8BkyNwAAPg/rwY3RUVFtH79eho4cGDZAQUFidsrV+pPsOb75cczzvQYPd6b4xe0/nd9O/rtwV704ICmup+/rGmK6mTrKHNTEbx9v7fJ358cGPLy16tXtRFdVzx+YGT7OuJ+zhD9cE93sRTm7KwkbaDVWFrO4uW2rg3VS216Iw0AAMC/eLWgODs7m0pKSig11TxtWMG3d+3apfs1J06c0H0836+nsLBQXBR5efb3nvFk5mZkuzriZBsTUbZ5H9eScKcSt41z98/mIzlOZ24qQm7j9ha5pkhb7HxD13ri4u6ONO7KUnRIq077T+arAhtsiAcA4P8C/s/UyZMnU3x8vPWSlua5YYIhDjI3yomzttQqzSd4ngf05NAWooVZnivkqOvIk5kbbjlnjw1uXimZG+3uzp7CS1oKzgzJ73GYnQJuAADwH1793zw5OZmCg4MpM1M9nZpv16ypv4Ms3+/K4ydMmEC5ubnWy5Ejtt1A7iJnFa7rrD8zSV5e4b1abuuh3psmJjxUdfL1FN5rRt7OJUqzzHN378a04vF+dF9f/anUns7ceArX+vC+N9yxdfklNSlOeo/tdacBAID/8Or/5mFhYdSpUydasmSJ9b7S0lJxu3v37rpfw/fLj2eLFi0yfHx4eDjFxcWpLp4SLQ2gvKZTmihk5Z17eblp6k3mdmlF5waJ9Oa17WyyM/I5Xj7xuhsHE3IX1L9P9hdjCeRMSlpilEc3tOPxEmWvV3m/iu/f2EHsHcTBI++XYz0eBDcAAAHB65v4cRv46NGjqXPnztS1a1d6++23qaCgQHRPsdtuu43q1KkjlpfY+PHjqU+fPvTWW2/R8OHDafbs2bRu3Tr65JNPvPydqDtveIlD2a9l0pVtnH4OeYNgTxYUs7AQfn5z/Q93E1WXgqnKyKRESMGEoyU9d+KATXm5mvISoYffbwAAqCLBzfXXX08nT56kiRMniqLg9u3b04IFC6xFw+np6aKDStGjRw+aOXMmPfPMM/TUU09R06ZNae7cudS6dWvyNjkL4Khzykipyfmp3O7cdJCXa+RlsMoINsK8sCylxctTCmRuAAACg9eDGzZu3Dhx0bNs2TKb+6699lpx8TVy5obnFpWH3twlT9EW0MrLYEGVMF9JDiYqq6BYC8MoAQACj08EN4GCxxHoXXfFnb0a0NpDp22GPVZOcBNSKfU+eq8fXIk1N7Ko8GCvZM0AAMBzENy42ee3d6GjZ85Rs9TYcn09t4N/PaYbVQbtnjG8wzAnULjuhyd0e1qYNOrAW5kb+T1wMBAdAAD8BIIbN+tXCUGBu/B4gu3H8qxdU1xz8/v43hQZGlzuzFN5Mze+UO+CzA0AQGBAcFOFjevfhBKjw6i/FJA1r1m+jFN5yEXXnu4Mc0YpUjcAAAEBwU0VxgHFnb0aeu315cyNJ0dNOAuxDQBAYPD+GQWqLHkpyicyNygoBgAICAhuwGvkgmJf2EAPsQ0AQGBAcAO+sSyFgmIAAHATBDfgE8GNL0zkLkHRDQBAQPD+GQWqLDmgqYwdkR1BbAMAEBgQ3IDXyK3g3gxulJlgvZokee0YAADAfdAKDl4TJu0O7KUNioUf7+1Bv2w5Rjd3q++9gwAAALdBcANeU03K1sjXK1taYhTd17eJ114fAADcC8tS4BPCQrxfcwMAAIEBmRvwqpu71aMdx/PosqYp+EkAAIBbILgBr5p0ZRv8BAAAwK2wLAUAAAABBcENAAAABBQENwAAABBQENwAAABAQEFwAwAAAAEFwQ0AAAAEFAQ3AAAAEFAQ3AAAAEBAQXADAAAAAQXBDQAAAAQUBDcAAAAQUBDcAAAAQEBBcAMAAAABBcENAAAABJQQqmJMJpP4mJeX5+1DAQAAACcp523lPG5PlQtuzp49Kz6mpaV5+1AAAACgHOfx+Ph4u4+pZnImBAogpaWldOzYMYqNjaVq1aq5ParkoOnIkSMUFxfn1ueuqvCe4n31F/hdxXvqL/L89FzF4QoHNrVr16agIPtVNVUuc8NvSN26dT36GvzL4k+/MP4A7yneV3+B31W8p/4izg/PVY4yNgoUFAMAAEBAQXADAAAAAQXBjRuFh4fTc889Jz4C3lNfht9VvKf+AL+neF/Lq8oVFAMAAEBgQ+YGAAAAAgqCGwAAAAgoCG4AAAAgoCC4cZOpU6dSgwYNKCIigrp160Zr1qxx11MHnMmTJ1OXLl3ERoo1atSgUaNG0e7du1WPuXDhAt1///2UlJREMTExdPXVV1NmZqbqMenp6TR8+HCKiooSz/PYY4/RxYsXK/m78U2vvvqq2KTyoYcest6H97R8MjIy6JZbbhG/i5GRkdSmTRtat26d9fNctjhx4kSqVauW+PzAgQNp7969quc4ffo03XzzzWJPkerVq9Ndd91F+fn5VBWVlJTQs88+Sw0bNhTvV+PGjemll15SbamP99Sx5cuX04gRI8SGdvxvfe7cuarPm9z0e7llyxa67LLLxLmNN/57/fXXyS9wQTFUzOzZs01hYWGm6dOnm7Zv324aO3asqXr16qbMzEy8tToGDx5s+vzzz03btm0zbdq0yTRs2DBTvXr1TPn5+dbH3HPPPaa0tDTTkiVLTOvWrTNdeumlph49elg/f/HiRVPr1q1NAwcONG3cuNE0f/58U3JysmnChAlV/j1fs2aNqUGDBqa2bduaxo8fj/e0Ak6fPm2qX7++6fbbbzetXr3adODAAdPChQtN+/btsz7m1VdfNcXHx5vmzp1r2rx5s+mKK64wNWzY0HT+/HnrY4YMGWJq166dadWqVaYVK1aYmjRpYrrxxhur5O/qpEmTTElJSaZff/3VdPDgQdP3339viomJMb3zzjvWx+A9dYz/z3v66adNc+bM4ajQ9NNPP6k+/6obfi9zc3NNqamppptvvln8fz1r1ixTZGSk6eOPPzb5OgQ3btC1a1fT/fffb71dUlJiql27tmny5MnuePqAl5WVJf5x/vXXX+J2Tk6OKTQ0VPynp9i5c6d4zMqVK63/sIOCgkwnTpywPubDDz80xcXFmQoLC01V1dmzZ01NmzY1LVq0yNSnTx9rcIP3tHyeeOIJU69evQw/X1paaqpZs6bpjTfesN7H73V4eLg4EbAdO3aI3921a9daH/P777+bqlWrZsrIyDBVNcOHDzfdeeedqvuuuuoqcQJleE9dpw1uSt30e/nBBx+YEhISVP+n8r+J5s2bm3wdlqUqqKioiNavXy9SfvKIB769cuXKij59lZCbmys+JiYmio/8fhYXF6ve0xYtWlC9evWs7yl/5OWB1NRU62MGDx4sZqZs376dqipeyuOlOvm9Y3hPy2fevHnUuXNnuvbaa8XSZ4cOHWjatGnWzx88eJBOnDiher95e3hempZ/Vznlz8+j4Mfz/xOrV6+mqqZHjx60ZMkS2rNnj7i9efNm+vvvv2no0KHiNt7Tijvopt9Lfkzv3r0pLCxM9f8slxGcOXOGfFmVmy3lbtnZ2WINWT7JMr69a9curx2XPw0y5bqQnj17UuvWrcV9/I+S/zHxPzzte8qfUx6j954rn6uKZs+eTRs2bKC1a9fafA7vafkcOHCAPvzwQ3rkkUfoqaeeEu/tgw8+KH4/R48ebf1d0/tdlH9XOTCShYSEiGC+Kv6uPvnkk+KPEP6DJTg4WPz/OWnSJFH7wfCeVtwJN/1e8keujdI+h/K5hIQE8lUIbsDrmYZt27aJv9yg/Hi67/jx42nRokWi8A/cF3zzX7avvPKKuM2ZG/59/eijj0RwA6777rvv6JtvvqGZM2fSJZdcQps2bRJ/4HBhLN5TcBcsS1VQcnKy+OtD28nDt2vWrFnRpw9o48aNo19//ZWWLl2qmtTO7xsv9+Xk5Bi+p/xR7z1XPlfV8LJTVlYWdezYUfz1xZe//vqL3n33XXGd/9rCe+o67jRp1aqV6r6WLVuKTj35d83ev3/+yD8bGXf1cadKVfxd5a5Gzt7ccMMNYmn51ltvpYcfflh0UTK8pxVX002/l/78/yyCmwri9HSnTp3EGrL81x7f7t69e0WfPiBx/RsHNj/99BP9+eefNmlPfj9DQ0NV7ymv8fIJRXlP+ePWrVtV/zg5a8EtjdqTUVUwYMAA8X7wX8HKhTMOnOpXruM9dR0vl2q3KeBakfr164vr/LvL/8nLv6u85MI1C/LvKgfqHIAq+Pee/5/gGoiq5ty5c6KuQ8Z/IPL7wfCeVlxDN/1e8mO45ZxrIOX/Z5s3b+7TS1KCtyuaA6UVnKvQZ8yYISrQ7777btEKLnfyQJl7771XtCguW7bMdPz4cevl3LlzqlZwbg//888/RSt49+7dxUXbCn755ZeLdvIFCxaYUlJS0Aoukbul8J6Wv60+JCREtC/v3bvX9M0335iioqJMX3/9tarllv+9//zzz6YtW7aYRo4cqdty26FDB9FO/vfff4uOtqraCj569GhTnTp1rK3g3MrM2zg8/vjj1sfgPXWuM5K3weALn8qnTJkirh8+fNht7yF3WHEr+K233ipawflcx7//aAWvQt577z1xMub9brg1nPcNAH38D1HvwnvfKPgf4H333SfaEPkf05VXXikCINmhQ4dMQ4cOFfsu8H+O//d//2cqLi7G224Q3OA9LZ9ffvlFBNL8B0yLFi1Mn3zyierz3Hb77LPPipMAP2bAgAGm3bt3qx5z6tQpcdLg/Vx4u4I77rhDnJyqory8PPF7yf9fRkREmBo1aiT2a5HbjfGeOrZ06VLd/0c5eHTne8h75PB2CPwcHJRy0OQPMBUcAAAAAgpqbgAAACCgILgBAACAgILgBgAAAAIKghsAAAAIKAhuAAAAIKAguAEAAICAguAGAAAAAgqCGwAAAAgoCG4AwKFq1arR3Llzffqd6tu3r5guXRmeffZZuvvuuz3+Ojx9fMSIER5/HYBAgx2KAaqo22+/nb744gtxnSeHJyYmUtu2benGG28Un5OHG544cUIMygsPDydfxdOMeThobGysR1+H34tmzZqJQaXKAE1P4UnuPARx9uzZdNlll3n0tQACCTI3AFXYkCFD6Pjx43To0CH6/fffqV+/fjR+/Hj6z3/+QxcvXrQ+jicMezOw4ZO8IxyceTqwYZ9++in16NHD44ENCwsLo5tuuoneffddj78WQCBBcANQhXHAwoFLnTp1qGPHjvTUU0/Rzz//LAKdGTNm6C5LcaAxbtw4qlWrFkVERIiT/OTJk1WP/fDDD2no0KEUGRlJjRo1oh9++EH1ukeOHKHrrruOqlevLoKSkSNHigBLwZmjUaNG0aRJk6h27drUvHlzcf8HH3xATZs2Fa+bmppK11xzjeGy1JkzZ+i2224TGaeoqChxPHv37rV+nr8/fv2FCxdSy5YtKSYmxhrs2cNZFO1SEb/2gw8+SI8//rj4fvg9ff7551WP4ffl448/FoEjHw+/5sqVK2nfvn3i66Ojo0XQtH//ftXX8WvNmzePzp8/b/e4AKAMghsAUOnfvz+1a9eO5syZo/vOcBaBT7bfffcd7d69m7755htq0KCBTU3K1VdfTZs3b6abb76ZbrjhBtq5c6f4XHFxMQ0ePFhkWVasWEH//POPNbCQMzRLliwRz79o0SL69ddfad26dSKAePHFF8X9CxYsoN69exv+9DhA4q/hY+UgggfSDxs2TLy+4ty5c/Tmm2/SV199RcuXL6f09HR69NFH7S597dixgzp37mzzOV7i4wBl9erV9Prrr4vj5GOXvfTSSyLg2rRpE7Vo0UJkZf773//ShAkTxLHyMXLgKOPX4iwaPy8AOMnbY8kBwDtGjx5tGjlypO7nrr/+elPLli2tt/m/ip9++klcf+CBB0z9+/c3lZaW6n4tP/aee+5R3detWzfTvffeK65/9dVXpubNm6u+vrCw0BQZGWlauHCh9dhSU1PF/Yoff/zRFBcXZ8rLy9N93T59+pjGjx8vru/Zs0ccxz///GP9fHZ2tniN7777Ttz+/PPPxWP27dtnfczUqVPF6xrZuHGj+Jr09HSb1+7Vq5fqvi5dupieeOIJ1fvyzDPPWG+vXLlS3PfZZ59Z75s1a5YpIiLC5nUTEhJMM2bMMDwuAFBD5gYA9P7oEcsoRhkRzjzwUhFnUv744w+bx3Tv3t3mtpK54WwOL8Vw5oYzNnzhpZwLFy6olmTatGkjak4UgwYNEktgvMx16623iowRZ1708GtxkXS3bt2s9yUlJYljVo6D8fJQ48aNrbd5qS0rK8vwN0JZGuJlMS0uxpbpPZf8GF5WU75P+T5+H/Ly8lRfx8t7Rt8rANhCcAMANjgA4C4dPVybc/DgQbHEwid7rp2Ra18cyc/Pp06dOokASb7s2bNHLNMoeIlHxsHQhg0baNasWSJwmDhxolg+y8nJKfdPkLurZBzQmZMs+pKTk631PM48V2lpqeFjlOBR7z7t1/FyWEpKilPfEwAguAEAjT///FO0OXPNjJG4uDi6/vrradq0afTtt9/Sjz/+KE7AilWrVqkez7e5gFYJjriwt0aNGtSkSRPVJT4+3u7Pg7MxAwcOFDUtW7ZsEUXIfLxa/FraOpVTp06JWp1WrVqV+2fOWR7+3rnuprJwNouzOR06dKi01wTwd8jcAFRhhYWFYt+WjIwMkRV55ZVXROcSd/Rw4aueKVOmiOzJrl27RLbl+++/F91B3Hmk4PumT58uPv/cc8/RmjVrrIWyXGDMGRB+HS4o5izQsmXLxBLX0aNHDY+Vi4q5mJmzPIcPH6Yvv/xSZDiUTioZd1Tx848dO5b+/vtvsRR2yy23iK4wvr+8eO8fDq74OSsLv0e8FCcvnwGAfQhuAKow7jjiJR7uduJupaVLl4oAgtvBg4ODdb+Gl4c4c8JdPF26dBHZk/nz56s2/XvhhRdEyzTXmHAQwsGQkjHhOhfuTKpXrx5dddVVIsty1113iewEZ0WMcPDEHVzczcVfw7v38vNecskluo///PPPxfIXB2pc88PLTXyc2uUjV40ZM0Z8b9qlI0/h75GDNABwHnYoBgC34rqRn376SexTE4g4SOJC5Ycffljs5uxJ27dvF8EcZ8AcLdkBQBlkbgAAXAzePvnkE9UOzp7CGwpy5guBDYBrkLkBALcK9MwNAPi+EG8fAAAEFnut1AAAlQHLUgAAABBQENwAAABAQEFwAwAAAAEFwQ0AAAAEFAQ3AAAAEFAQ3AAAAEBAQXADAAAAAQXBDQAAAAQUBDcAAABAgeT/AfHyvDv2s/WQAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J214816.13+012225.1_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Added TMID to header: 56490.14980 d\n", + " Saved processed spectrum: ULAS_J214816.13+012225.1_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J231949.36+044559.5_M7_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J231949.36+044559.5_M7_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56859.11475 d\n", + " Saved processed spectrum: ULAS_J231949.36+044559.5_M7_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56492.10099 d\n", + " Saved processed spectrum: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J011711.98-005213.4_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56503.21769 d\n", + " Saved processed spectrum: ULAS_J011711.98-005213.4_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC46-14A_Primeval-IV.fits\n", + " Added TMID to header: 56851.92151 d\n", + " Saved processed spectrum: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J004602.85+091131.2_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56506.09093 d\n", + " Saved processed spectrum: ULAS_J004602.85+091131.2_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J134505.85+342441.8_M9_comb_OSIRIS_scombine_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J134505.85+342441.8_M9_comb_OSIRIS_scombine_Primeval-IV.fits\n", + " Added TMID to header: 56369.23861 d\n", + " Saved processed spectrum: ULAS_J134505.85+342441.8_M9_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J023803.12+054526.1_sdL0_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J023803.12+054526.1_sdL0_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Added TMID to header: 57258.17263 d\n", + " Saved processed spectrum: ULAS_J023803.12+054526.1_sdL0_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J230711.01+014447.1_usdL4.5_OSIRIS_GTC63-13A_Primeval-III.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J230711.01+014447.1_usdL4.5_OSIRIS_GTC63-13A_Primeval-III.fits\n", + " Added TMID to header: 56479.13817 d\n", + " Saved processed spectrum: ULAS_J230711.01+014447.1_usdL4.5_OSIRIS_GTC63-13A_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J125226.62+092920.1_sdL0.5_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Plottable file: ULAS_J125226.62+092920.1_sdL0.5_OSIRIS_GTC80-15A_Primeval-IV.fits\n", + " Added TMID to header: 57098.18696 d\n", + " Saved processed spectrum: ULAS_J125226.62+092920.1_sdL0.5_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J011840.73+084424.7_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56506.19813 d\n", + " Saved processed spectrum: ULAS_J011840.73+084424.7_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading OSIRIS FITS file: ULAS_J124104.75-000531.4_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\n", + " Original BUNIT: erg / (cm2 s Angstrom)\n", + " header BUNIT corrected to: erg / (cm2 s Angstrom)\n", + " Masking region 250-1150\n", + " Masked spectrum\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Added TMID to header: 56421.07247 d\n", + " Saved processed spectrum: ULAS_J124104.75-000531.4_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "\n", + "Total files plotted: 63\n", + "Total files failed: 1\n", + "Failed files: ['2MASS_J00412179+3547133_sdL0.5_OSIRIS_GTC80-15A_Primeval-I.fits']\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Keyword name 'MASK_HIGH' is greater than 8 characters or contains characters not allowed by the FITS standard; a HIERARCH card will be created. [astropy.io.fits.card]\n" + ] + } + ], + "source": [ + "def make_new_fitsfiles(path, output_path):\n", + " file_plotted = 0\n", + " file_failed = 0\n", + " failed_files = []\n", + "\n", + " os.makedirs(output_path, exist_ok=True)\n", + "\n", + " for filename in os.listdir(path):\n", + " if \"OSIRIS\" not in filename:\n", + " continue\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " try:\n", + " print(f\"\\nReading OSIRIS FITS file: {filename}\")\n", + "\n", + " # Open FITS and fix units if needed\n", + " with fits.open(file_path, mode='update') as hdul:\n", + " header = hdul[0].header.copy()\n", + " data = hdul[0].data\n", + " print(f\" Original BUNIT: {header.get('BUNIT', 'N/A')}\")\n", + "\n", + " header.set(\"BUNIT\", \"erg / (cm2 s Angstrom)\", comment=\"Corrected from original BUNIT\")\n", + " print(f\" header BUNIT corrected to: {header['BUNIT']}\")\n", + "\n", + " # Create Spectrum\n", + " spectral_axis = np.arange(len(data)) * u.nm\n", + " flux = data * u.erg / (u.cm**2 * u.s * u.AA)\n", + " spectrum = Spectrum(spectral_axis=spectral_axis, flux=flux, meta={'header': header})\n", + "\n", + " # Determine masking for specific files\n", + " mask = None\n", + " low = high = None\n", + "\n", + " if filename in [\n", + " \"ULAS_J231924.35+052524.5_esdL1_comb_OSIRIS_scombine_Primeval-IV.fits\",\n", + " \"ULAS_J141203.85+121609.9_sdL5_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J231949.36+044559.5_M7_comb_OSIRIS_scombine_Primeval-IV.fits\",\n", + " \"ULAS_J021258.08+064115.9_sdL1_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J082206.61+044101.8_sdL0.5_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J143154.18-004114.3_sdM9_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J233227.03+123452.0_M6_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J223123.44+010025.1_M6_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J151649.84+083607.1_sdL5_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J125938.50+301500.2_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J111429.54+072809.5_esdL0_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J230256.53+121310.2_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J144151.55+043738.5_sdL4_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J134852.93+101611.8_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J205721.89+005628.7_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J224749.77+053207.9_M7_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J024035.36+060629.3_sdM7_OSIRIS_GTC39-12B_Primeval-IV.fits\",\n", + " \"ULAS_J134423.98+280603.8_sdL4_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J020858.62+020657.0_esdL3_OSIRIS_GTC63-13A_Primeval-III.fits\",\n", + " \"ULAS_J004716.65+161242.4_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J011711.98-005213.4_M7_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J004602.85+091131.2_M9_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J011840.73+084424.7_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J124104.75-000531.4_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\"\n", + " ]: low, high = 250, 1150\n", + " \n", + " elif filename in [\n", + " \"ULAS_J230443.30+093423.9_sdL0_OSIRIS_GTC63-13A_Primeval-IV.fits\",\n", + " \"ULAS_J130710.22+151103.4_sdL8_OSIRIS_GTC46-14A_Primeval-IV.fits\",\n", + " \"ULAS_J001931.33+063111.0_M9_OSIRIS_GTC39-12B_Primeval-IV.fits\"\n", + " ]: low, high = 300, 1000\n", + "\n", + " elif filename in [\n", + " \"ULAS_J141832.35+025323.0_sdL0_comb_OSIRIS_scombine_Primeval-IV.fits\"\n", + " ]: low,high = 300, 980\n", + "\n", + " elif filename in [\n", + " \"2MASS_J00412179+3547133_sdL0.5_OSIRIS_GTC80-15A_Primeval-I.fits\"\n", + " ]: low, high = 100-700\n", + "\n", + " # Masking\n", + " if low is not None and high is not None:\n", + " print(f\" Masking region {low}-{high}\")\n", + "\n", + " # Apply mask \n", + " mask = np.logical_or(\n", + " spectrum.spectral_axis.value < low,\n", + " spectrum.spectral_axis.value > high\n", + " )\n", + "\n", + " masked_spectrum = Spectrum(\n", + " spectral_axis=spectrum.spectral_axis,\n", + " flux=spectrum.flux,\n", + " mask=mask,\n", + " meta={'header': header.copy()}\n", + " )\n", + " # Plot masked spectrum \n", + " print(\" Masked spectrum\")\n", + " masked_spectrum.plot()\n", + " plt.show()\n", + " file_plotted += 1\n", + "\n", + " # Add mask to header\n", + " masked_spectrum.meta['header'].set(\"MASKED\", True, \"Spectrum has masked regions\")\n", + " header.set(\"MASK_LOW\", low, comment=\"Lower bound of masked region\")\n", + " header.set(\"MASK_HIGH\", high, comment=\"Upper bound of masked region\")\n", + " else:\n", + " # Just check plottable and plot once\n", + " if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " print(f\" Plottable file: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " # Calculate TMID = MJD-OBS + (EXPTIME/2)/60*60*24 and add to header\n", + " mjd_obs = header.get(\"MJD-OBS\")\n", + " exptime = header.get(\"EXPTIME\")\n", + " if mjd_obs is None or exptime is None:\n", + " print(f\" WARNING: MJD-OBS or EXPTIME missing in header for {filename}. Cannot calculate TMID.\")\n", + " if mjd_obs is not None and exptime is not None:\n", + " tmid = mjd_obs + (exptime / 2) / (60 * 60 * 24)\n", + " header.set(\"TMID\", tmid, \"[d] MJD of exposure mid-point\")\n", + " print(f\" Added TMID to header: {tmid:.5f} d\")\n", + "\n", + "\n", + " # Save processed spectrum\n", + " out_filename = filename.replace(\".fits\", \"_SIMPLE.fits\")\n", + " out_filepath = os.path.join(output_path, out_filename)\n", + " masked_spectrum.write(out_filepath, format=\"tabular-fits\", overwrite=True)\n", + " # fits.writeto(out_filepath, masked_spectrum.flux.value, header=header, overwrite=True)\n", + " print(f\" Saved processed spectrum: {out_filename}\")\n", + "\n", + " except Exception as e:\n", + " print(f\" ERROR reading {filename}: {e}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + " continue\n", + "\n", + " print(f\"\\nTotal files plotted: {file_plotted}\")\n", + " print(f\"Total files failed: {file_failed}\")\n", + " if failed_files:\n", + " print(\"Failed files: \", failed_files)\n", + "\n", + "\n", + "# Run\n", + "make_new_fitsfiles(path, output_path)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/convert_SDSS_IMACS.ipynb b/scripts/spectra_convert/zhang18/convert_SDSS_IMACS.ipynb new file mode 100644 index 000000000..2481ee4e0 --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_SDSS_IMACS.ipynb @@ -0,0 +1,386 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO - astrodb_utils.publications - logger.parent.name: astrodb_utils, logger.parent.level: 20\n" + ] + } + ], + "source": [ + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from specutils.manipulation import median_smooth\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import numpy as np\n", + "from specutils import Spectrum\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt\n", + "from astroquery.simbad import Simbad\n", + "import matplotlib.pyplot as plt\n", + "from datetime import date\n", + "from astrodb_utils.fits import add_missing_keywords, add_wavelength_keywords\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook is to plot: \n", + "- 1 SDSS spectrum (txt format) \n", + "- 1 IMACS Magellan (fits)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "path = '/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/'\n", + "output_path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra/\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Extracted object name: SDSS J134749.74+333601.7\n", + "COPY AND PASTE THE FOLLOWING COMMANDS INTO YOUR SCRIPT \n", + "Replace with the appropriate value for your dataset \n", + "If you're not sure of the correct value, use None \n", + "If you started with a header object not called `header`, \n", + "replace 'header' with the name of your header object \n", + "Use the `astrodb_utils.fits.add_wavelength_keywords` function \n", + "to add the SPEC_VAL, SPEC_BW, TDMID1, TDMAX1, and SPECBAND keywords \n", + "\n", + "header.set('OBSERVAT', \"\")\n", + "header.set('VOCLASS', \"\")\n", + "header.set('VOREF', \"\")\n", + "header.set('TITLE', \"\")\n", + "header.set('AUTHOR', \"\")\n", + "header.set('TMID', \"\")\n", + "header.set('TELAPSE', \"\")\n", + "header.set('SPECBAND', \"\")\n", + "header.set('APERTURE', \"\")\n", + "Saved SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I_SIMPLE.fits successfully.\n" + ] + }, + { + "data": { + "image/png": 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Trcf8esqum05a7eJ7ycnJlKO2aiE3uwQAAHAUumpqlEpqtEpNzybJyTRscoA4x6DF99itW7eoW7du5O3tTX5+flSsWDFx8ff3F9cAAAC2jmcjGTX8lG/8qeDXL91zg6Qmc4ChJkkyNYMGDRJR6YoVKygkJMTibcYBAACk9MuROzRl0wX6cXgjalqxuGTDQNpOl+uOR5PUZCac0m1XQQ23Sjhx4gRVrlzZNHsEAABgQR//eV5cj117io5/0qHA5+s7rCNlH6iCyBwhgpFi+Klhw4YUHS19VAkAAGCLVId6VAMX5UcOXI814z45JoMzNbwmzZtvvkn37t2jGjVqkJubm8rjtWrVknL/AAAALELfbIfOdWoslDKRafhcS+2LVQc1jx8/phs3btDw4cMV27iuhg8WX2dnm6CKGwAAwAbpM/vJFGTkmAwOarj/U926dWnNmjUoFAYAALBCMk2ZGrJ/Bgc1d+7coU2bNlHFihVNs0cAAAAWcCrqCV17lGxwEKAcP1jLhGCZI0QwUhQKt23bVsyAAgAAsCcvLTlEE/84q7gfn5Kh0pDSGv31djOV+43KBYhr695rK8rUdO/encaPH0/nzp2jmjVr5isU7tGjh5T7BwAAYDGrI28rumZb40J3vl5u9NPIRqLL95w+tWjBv9dy90lz8ye7Z3BQwzOf2LRp0/I9hkJhAACwJ5E34goOapSHn8i8+PNaRATR/oltxf2v5UGNhggmJlG1x5Q9MjioUe/1BAAAYK+S07PImqnX8Dg9v68pUzN/5xWydwbX1AAAADgKbd2u7z5JpbTMbKsb1XF6nivStE+xyRlk7wwOasaOHUvffPNNvu2LFi2icePGSbVfAAAAFtckPH/vp4v3k6j5nN3U8at9+aZPW7ofopMiU2NNoZYVBzXr16+nZs1Uq61Z06ZN6Y8//pBqvwAAACzOWUOM8s/5GHEdFZ8qri0ZPqj3k3LSMfzkCAwOauLi4sjPzy/fdl9fX4qNNV9fCwAAAFPjGd1fbr9C3++/qdhmJUvRCJ5uzlqGn2QOma0xOKjhRfe2bduWb/s///xD4eHhUu0XAACAxd2MTaZFu6/TjC2XqO/SQ3Q7NiVfda5y7LDl7H26/CBJ7/dvWiGwUPsX7OupNVMjc7yYxvDZTxMmTKAxY8aIHlC8EB/btWsXzZs3jxYsWGCKfQQAADApbVmN5LS82U/H7zyhAcsP08sNwtRenHdz+f5b4qKP8sW9yUXT+FYhOD2PakRQQ47HqN5P6enpNHPmTJo+fbrYVq5cOVq6dCkNGTLEFPsIAABgMjyL6ZON5zU+dvnBU5X79xPTJGuF0KpSEN3kzI+EnJ5fc0DjiMNPBgc1bPTo0eLC2RovLy8qWrSo9HsGAABgplWD/zhxV+Nj9xKeFfh6S64orGv2k4wcj1FBjVxQUJB0ewIAAGABhq60qz7jyNiEiLY1cKTL1JDDweJ7AAAABpBq+ImDDqlnUjkpUjXWlUFyuKBm3759ollmaGio+EfZuHGjyuOcSvvss8+oZMmSYsirffv2dO1abo8LAAAAYxma0VAPRAx5eQml2UqmzNTk8PCT48U01hPUpKSkUO3atWnx4sUaH587d65Yyfjbb7+lI0eOkLe3N3Xq1InS0uy/QRcAAFgvQwpy3V3zTrv8KqkXIHbKS9RQNi+y42AKVVMjl5CQQP7+/oV6jy5duoiLtl8Yni7+ySefUM+ePcW21atXU0hIiMjo9O/fv1CfDQAAoC/1QMTY0ME0mRQnxXvfjpN2ZpVdZmrmzJlD69atU9x/5ZVXKDAwkEqVKkVnzpwhU7h16xY9ePBADDnJ8arGjRs3psjISJN8JgAAOIbz9xINer5yf6fCTJsu7JTrUS3K59vmrMjUyGj2P5fJ0Rgc1PDwT1hY7sJDO3fuFBdeTZizLO+//74p9lEENIwzM8r4vvwxTXg9naSkJJULAACA3M6LD8WieobYcja39xP7/cRdgzIuHGyMaFZetDd4u01FgwuFlRfra1Q+/2rETg7e+8ng4ScOIuRBzebNm0WmpmPHjmIBPs6cWJNZs2bR1KlTLb0bAABgpTaduW/way7G5H1B/vnwHWpdWf/lTVydnemz7tXoo65VyNXF2eCu3q7OTopaGU2ZHidF7yfHZHCmplixYhQdHS1ucw8o+ZAQH9zs7Gzp95CrxUuUENcPHz5U2c735Y9pMmnSJEpMTFRc5PsNAADAClune/ZuIp2KSjA408IBjTGfz0GNnKbAxUmxUI1jhjUGBzW9e/emAQMGUIcOHUTHbnlx76lTp0SzS1MoX768CF64x5QcDyXxLKgmTZpofZ2Hh4foHq58AQAA0JWpCfR2pyAfD70P0hs/nTAqKDFGQb2inJRmPzkig4efvvrqKzHUxFkPnmYtb5EQExNDb731ltE7kpycTNevX1cpDj59+jQFBARQmTJlaNy4cTRjxgyKiIgQQc6nn34q1rTp1auX0Z8JAACg7vgn7Wnq3xdp1aHbkh8cV5fCBTWqRcoaHqfcx3MccDq3UUGNm5sbvffee/m2jx8/vlA7cvz4cWrTpo1KN3A2dOhQWrVqFU2cOFGsZfP666+LKeTNmzcXw1+enqpt1wEAAAobOGRm55jkIHJNjepnSfwBTrlXjhnSSLROjRRat26tc3ob/5JNmzZNXAAAAEwpK9s0YUHt0n4SvpumQmHTltQUL+pBscnpZK2sZkVhAAAAc/p27w2tj2WZYPima80SNLFzlUK9h/KXf02Bi/Pz1A8/lJ5limyTdeeAENQAAIBD0rU4XVaO9AHBux0rk7eH+gCJ8eNPlUv46FinRkZHb8WT9KQeL5MWghoAAAA1pqipMSYcmPlSjXzb9r3fhtaPbkrhQUUl+Qx7YnRNTUZGBj169Ihy1KJZnqkEAABgy0xRU6Npob2CCoUHNi5LH/95XnGfp5qXCSwiLro+Q2aiUSLJC5stHdRcu3aNRowYQYcOHVLZzqkuPpimWoAPAABAKv9eVF3M1Rw1NcbGA5yVGfPrSfJ0c6Flg+vr9Rk5JopqrDymMTyoGTZsGLm6uooWCSVLljR4iWcAAABLSknPotdWH9f5nDFtK9J/lx9J+rkclKjT5wxav2wxipzUziqmdDs52VlQwwvinThxgqpUKVwFNwAAgLUOLdUrU4zOTelINafsMPpzPuxShVYfuk0dqoVQMW93KuHnafIgwUne+8m6JylZT1BTrVo1io2NNc3eAAAAmJiuoZmFr9ZV3PbxdCvU57zZqgK90TLcrCMaTopMjamGn+xs9tOcOXPE6r579uwRvZ+4B5PyBQAAwFr8feY+Hb4Zp3dQ4+Op+l2/QpB3oT7f3CUaKelZ4tqQJpsOPfwk78rdrp3q+B4KhQEAwFyyc2TivCPvdq3JiTtP6H9rTonbDcoWoxHNy9Nbv5yk9lVD9G5jULSQ2ZqCPE3LDUKk8s/5B+J6ZwGF0MbSFNOsHtGIPtl4nqLiU8nmgprdu3ebZk8AAAD01P+7SIpJTKN/J7TSWIDLzt3Ny1Ycv/NEXNi/l7Sf8N1dVYOa7rVK0plo02Q9WINyAXToRhwVcXeh1Azbmz3s7ETUslJQobuPWyyoadWqlWn2BAAAQE/HbucGKAOWH6YNbzWT7LipBzXDm5WnGVsumezf5a3WFSioqDu1rhxMLeZaf9LASW38qU+90mTzi+9xl+wffviBLl3K/YeuXr26WLvGz0/KRl0AAAD5JaVlKm6fjEqgJykZYnaRFNzVhrNcnJ3o11GNacDyIyb5p+As0+Am5Uzy3o7I4ELh48ePU4UKFeirr76i+Ph4cZk/f77YdvLkSdPsJQAAAJEYCqqlNs1aypYG5YrnX6m3aYXidHt2N43PL1ZEteamSXggTehQiVYNb2hz/14BhQkMnWw0UzN+/Hjq0aMHLV++XCzCx7Kysui1116jcePG0b59+0yxnwAAALRo9/V8R0FWyJlH03tWp151S4n1a4q4G3ZaXDKwPi3bd4P2XHmsyOyMbRdhk/9Szk62P/vJqEzNBx98oAhoGN/mad78GAAAgKlomo1d2IXmePiH16QxZgiLT/IuSmd6az/p66JPEPhirVCyq6DG19eXoqKi8m2Pjo4mH5/8bdABAACkkz+CMdVCc/pyVkpxONtwVOOsx67/r21F+nZQPcV9zkxZE4OHn/r160cjR46kL7/8kpo2bSq2HTx4kN5//3169dVXTbGPAAAAJsvUFAaf0pWnM0txjm8RUZx61SlFVUqaN1HgrEdA5uHqTJ1rlFTc9y+Sm91ystWghoMZTlENGTJE1NIwNzc3Gj16NM2ePdsU+wgAAKB1NWBTdaTWB58Ppc7U8Hv2qW/+qdLOeuy7/DndapWkLWdjaNALZchmh5+ys7Pp8OHDNGXKFHry5IlobskXngHFs6E8PDxMt6cAAODwNIUvOdJNftJpdu+aFKrWlDJ/TY0EQU2h38E4+uy6/DkL+9eli9M6Ueli+WeL2UymxsXFhTp27CjWpylfvjzVrFnTdHsGAACgRlNSJstMUU3/RmXEpdyHW0w6/GSpspzapf3p7pNnGh9bNKAueXu4KoI2zk4ZOlPMKguFa9SoQTdv3jTN3gAAABiaqVGKdLKyc+juk1STBge96oSqZmqkHn4i83u9ZTjN6FVD56ynNpWDraZxp2RBzYwZM+i9996jzZs3U0xMDLp0AwCA2WRryMoor733+k8nqPmc3bTr0kO9CojDArwM3ocF/etqba2g1g/TKJYIED7qWlVMaR/apKy4XzbQuoaV9GVw7qhr167imhfgUz7w6NINAACmdvB6nMaO3XL/XX4krn84cIs6VS+h871qlfajn0Y0LtT+hPp7kZdSQ00pAhJLzpL+rHt16ls/jO4nPqM3fjpBtgZdugEAwKZpmv2kHOjomjrtp9bmQF9bxjanpGdZVNLPi7zcXSRep8ZyUY2LsxPVLO1HD5PSFNs2/695ga+zjsEndOkGAAAbpymA4TinoPgiJT3b6M+sHprXwPmVBmG08L/rNl8orG0fKgYXJVth8OjfypUr6ffff8+3nbf9+OOPUu0XAACAXrKNXLtGqllTYQFFbL5Q2NqDLJMFNbNmzaLixYvn2x4cHEyff/65VPsFAACgl5wcGT1NyzQ4qMnMklllAGANrRacLL8L5qmp4b5PvEaNurJly2rsCQUAAGBKS/fcoF2XH9GXL9dWbMvm4acCXpdpgvVtpFlRmCwuR+nQOFld7kjCTA1nZM6ePZtv+5kzZygwMFCq/QIAANALBzTs/T/OKLbxafjbvbrXVMvkyEdihampCQ/yFtc9ahvfCfvr/nVICllKdUpuLk72m6nhppVjx44VHblbtmwptu3du5feeecd6t+/vyn2EQAAHBgvqLc68g69EK77i7PyiBMHF/cSNK+OK9esQqBVZWo2jWlONx8nU81SeUXIhqpRiNdqK77WZ5q6NWSXjApqpk+fTrdv36Z27dqRq2vuy3NyckSDS9TUAACA1NYei6Zpmy9KElwUL+pOSwfVp5jENOpWM6/btFQKs05NUQ9XqlXav1Cf7yJRdGGu1hMWD2rc3d1p3bp1IrjhIScvLy/RA4pragAAAKR2KirB4Nccv/NEyyNO1LBcAJmKJRfOY8otGwojywRDc+ZgdDeqSpUqiQsAAABYx8wlJ4k+Xp/FC5W1qhREVx8mk7+RixmaNaiZMGGCyMx4e3uL27rMnz9fqn0DAACQtF7D1DGHLWZqPn+pps5CYX2827EylSvurbPppdUENadOnaLMzEzFbWvv0gkAAKaTnJ5FZ6MTqHF4oGTDHeZi6r219HnQRc/PDy/uTTdjU8TttlWCC11T4+nmQgMbW74MRa+gZvfu3RpvAwCA7c8scnXRvLrH1YdPRcNGLmBVNuj7I3Q6OoE+6FyFRreuQLbE9JkaSw8/Oen1PG+lf9NgH498j/O08i+2XaHmEfkX27XLmhoAALBtG0/do3d/P0Mze9WgzOwc6lGnFPl55dZEHLsdTy9/G0lhAV60f2JblddxQMP+OBFtlqBGj8WB9fYwKZ1MydKJKxc9d4DXxHmzVQUK8HYnZw2v8S/iTic/60Culv6BTB3UpKWl0cKFC0XG5tGjR2I6t7KTJ09KuX8AAGAi49adFtcfbjgnrvdfi6XvhjQQtzefuS+uo+O1r/USl5KhyPScv5dIxbzdqZS/l+T7KSPbmYlTr2wxqx5+mtu3Fv18+A5N6lKVSvh56nyum5YMnl0FNSNHjqQdO3ZQ3759qVGjRhYfPwQAAGnsuPhQXD9KSqMfI+8otnNfJR/P/LNaElIz6eVlkfRN/7r04sIDYtvt2d2s7p+jQdliOqZ4S+O/d1vRuXuJ1KVGCbIkpwLiEO4ozhd7ZXBQs3nzZtq6dSs1a9bMNHsEAAAW9fpPJ1TuT/37okpfJfU1ZC4/eErWbMmgetRo5i6TfkZ4UFFxsTQXB080GJxbKlWqlGiRAAAA9kleMyN34Fqszue7uzqrdMy2NsE+uodZ7ImLjhqYYhZeQ8Yqg5p58+bRBx98QHfu5KUmAQDAfj1ISqOMLO1TfN2Vai/SsrKl3wEJ4iRbK3g1xeyrDW/Z/wiLwUFNgwYNRLFweHi4yNgEBASoXAAAwP60nbdHr+yAKTpfg/6cdcRu5YvndgG3Z0Z16b53755oXhkSEoJCYQAABxi6uPtE+ywomdKca2scfmLZUs4Lt2IuDpKRkiyoOXToEEVGRlLt2pqLxgAAwPrxjCapTojyqeHGLK+vDyne0UFiGnL0GckGDz9VqVKFnj3THrEDAID1W77/lsF1J8oZGWUxiWmK2zmOEj2AfQQ1s2fPpnfffZf27NlDcXFxlJSUpHIBAADrF5+SbnCmRp/OzabI1OgqUgb9fNKtqkMcKoOHnzp37iyu27Vrly+C57RXdrYJKt8BAEBSThpaOxYU1HDA4uqi+32zJS4U5oUAt5yLKfT7TOlejab8fZHe61iJHEmn6iE0vWcNCvZ1jGntBgc1aGip29Fb8TR322Wa2rM6VQ/1M/5fBgDAhLi3k6GZmAeJaRSnIcOjLCo+lcoEFiGprDkarXH7+tFNqc/SQ3q/z7Bm5alrrZIOtWaNfIq3owQ0RgU1rVq1Ms2e2IlXlkUqutie+qyjpXcHAECjEF/PfCsBp2Zki6w792+6l/BMY0Gw+sJ86gb9cETSVgm/Hdcc1IQV06/HlHLyydECGuZodcN61dRERUUZ9KY85dvRPUnNP7MAAMAazNxykfZefay4P7dPLUWmhteZ0TYMVVBAI7WD12M1BleGzPJx9NlAThqGGcnRg5qGDRvSG2+8QceOHdP6nMTERFq+fDnVqFGD1q9fL+U+AgCACWc+tasarDJ7SZ+CYHM4flt7E0qOu/RZJdjLrYAiIHvnRA5Fr+Gnixcv0syZM6lDhw7k6elJ9evXp9DQUHH7yZMn4vELFy5QvXr1aO7cudS1a1fT7zkAAEjC28NVpRhYW3bE3GQ6VqjhWhE3F2fKytE9OWXV8IbkyJzIseiVqQkMDKT58+dTTEwMLVq0iCIiIig2NpauXbsmHh84cCCdOHFCLMqHgAYAwHZUKeGj0i9o+/kHitvda4eStQ6dFPFwIVcX3afs3e+1pgbl0L7HkRhUKOzl5UV9+/YVFwAAsC1cBLzpzH2VbZ/3rqlSQ/Pu72cUtz/tVlW0PZBiSrU+TkU9ocW7r9NHXatSeFBRnc/1KGhuORG5FRD02Ks6Yf6K+idrGUq02sX3AADANnFA887avJYGrExAEa1NEHkq8KIBdc2zc0T00pJD9O+lRzT655PifmFrfB21D5Kz0o+dme1YCxciqAEAcBCHb8bl2+bp5iJmCGkLAPgxcxTbfrH9suL2lYdPRYbhwLVY3S8qIAnh4qAzn5yVfu4MB+uabvA6NQAAYJs0tWXydndRBADZJCP/Im6UkJqpkiXx9XKlZ5mmWy2+5+KDdEZtuviPh27TUQ0LBCor6HTt7KCZGiflTI2DtZhApgYAwEGDmh3jWyrWcXF+fjbggIbNeb52jan8cy6Gyn24hXZceJAvoGF/nip4vTNtDTY1ZSwciZPSz123jD85Er2Dms8++0zMcLKUKVOmiH8o5Qt3DAcAAOOmSCsPK7nKoxqlYSm5FhFBkh/i0b/k1s28/pPx55WCMjWOGdKQSk3N/9pGkCPRO6i5e/cudenShUqXLk2jR4+mf/75hzIyMsicqlevLqaVyy8HDhww6+cDANgy9YkwvM6LnPpIjadr3mOvtww36HMKyqBIhRcKVDe9Z3WdjzsCZ6VMjdfz4UVHoXdNzYoVKygnJ4cOHjxIf//9N40bN04EFrwgX8+ePenFF1+kgADTrgfg6upKJUqUMOlnAADYK/UVeJWLg9ULhZUzNYYWCnPwpGs2NTf+Lci5e4kFPkdTzDLohbJ09m6imPUTWNSDHJGzgw67GVxT4+zsTC1atBCrBl+5coWOHDlCjRs3pmXLlokVhlu2bElffvmlyXo/8WJ//Dnh4eFiwb+CelKlp6dTUlKSysWUfoq8rXLf0abSAYB1U89cKAc56v3qlE+MBS1yZ2imRt74t7A0fQqXJnzxcm1a0N98U9GtjZPjxjSFKxSuWrUqTZw4UWRvoqOjaejQobR//35as2YNSY2Dp1WrVtG2bdto6dKldOvWLRFgPX2q2mVW2axZs8jPz09xCQsLI1P69K8LKvdXHVQNcgAALOnQDdUp3S46ghXlL2XKw1T6MNugj2OOLhXIyYGjGslmPwUFBdHIkSPpr7/+ovfee4+kxvU8L7/8MtWqVYs6depEW7dupYSEBPrtt9+0vmbSpEmi0ab8woGXOR0rYDoiAIA5pWaoTsvWdeqrXMJHcdtNrYhYrmG5Yhq3m6qU5fOXalKzioGKfk7qhc9VS/qa5oNtjLPjxjS2u06Nv78/VapUia5fv671OR4eHuICAABEyelZisPg7uJMRdw1nwLCi3tTqL9XgcNP9coWo2MaOmnrakSpywvhAXT4Zv4vg+6uzvR1vzrUpWZJGtC4TN7nqH3Mh10wI9bRa2psNqhJTk6mGzdu0ODBg8laITMKANaCezhlPF+I7cAHbah4UQ+tqwhXKZmXpdE1/KRtxV5NmRr+7JE/HqP9OlYJ9tYSZFUt4SMCmnyfo/WdHJuz48Y0trP4Hg9p7d27l27fvk2HDh2il156iVxcXOjVV1+19K4BAFi19KxsGvHjMcX9AG93ldlNBX3T19YYUltQpCmo2Xnxoc6ARtf049ph/noVJJujnYNtcCJHZTNBDa+TwwFM5cqV6ZVXXqHAwEA6fPiwqOWxVg66RAIAWJmfD0fRniuPFfc9C+hwrT71W1vhqbZTp6bhpzQ92izwMJMm73eqrHH7m60qqNwP8HYr8DMcgbPjxjSGDz9t2rRJ43b+pff09KSKFStS+fLlSWpr166V/D0BABzBg8RnBvVEctFSGKzLa83L0/cHbonbic8ytdbr6BKkYV2Z/95tRT6emoOVdztWpiV7bijuVwxWHTZzVM6oqdFfr169RACjnvaTb+Pr5s2b08aNG6lYMc2V8QAAYD6GNnbUdwa38lngzdYVFEHNxD/O0k8jG6s8V5/z7JCm5WjZvpsq23RNJ1ce/qoeiplPcg4c0xg+/LRz505q2LChuJZPlebbvI7M5s2bad++fRQXF2eSad3W7MhN1fUfAACshbaCXikzNcpDVppqZwrKHvSuV4pKKc24ytsXBz5DG8nZgaMag/OD77zzDn333XfUtGlTxbZ27dqJoafXX3+dLly4QAsWLKARI0aQI+n33eF82/699NAi+wIAUJjAQL2mRhvlhL1rAekdDy31MnL+Xu6F2hfI48AxjeGZGp5G7eubP83H227ezE0bRkREUGys7ip3AAAw/zf3KkqL6hkTBGl7rKDgI6OAtjHa1rYxdOgMyKEzNQYHNfXr16f333+fHj/Oq6Tn29wugYel5D2aTN2SAAAA9KMcLnTVsN6LIUGNj6erxkCkoKAm/fkaOYbOFkWmxnDOjhvTGB7UfP/996LvUunSpcVMJ77wbV4/hh+TL4z3ySefmGJ/AQDAQMrrt7zdpqJRQc0PQxuIlYZXDW+k2Obn5aZ3vyH1Br/zX6mtVxNM1NQYzsmBMzUG19RUqVKFLl68SDt27KCrV6+Kbbx2TIcOHUQXb/kMKQAAsA7ygOLVRmX0ChI0Padd1RBxUVbKvwhN71WDfD1dNa5Z8+/Fh3T0djxN7FSZktPyWjSw3vVKUzFvdxq+MndRwBytmRqbWU7Najg5bkxjWFCTmZlJXl5edPr0aercubO4ANGjp2k4DABgld7+5SRtORcjbqdmqAYW2hgy5DP4hbJaMy2vrT4urqPjU+mf8w/yPd6mcnC+oax6ZfzpZFSCYjtiGsPVK1OMNpy8R47IoBDYzc2NypQpQ9nZBa8M6Ujazdtr6V0AAMgnKztHEdCwv07fN1mhqfqQR3xKhuK2ekAzoln+BVrlmZrFA+uJNg7KjTf1gRXc83BGbuZLNWjn+JbkaAzO63388cf00UcfUXx8/k6qjuqpWloVAMAaZGYb16tFiuJcXVmhj7tVzbetUbkAcV3Sz4t2TWhFxYq4UcdqIQ5dH2IsF2cnGti4LEWEON4KywbX1CxatIiuX79OoaGhVLZsWfL29lZ5/OTJk1LuHwAAGCkzR7U495UGpfV6nYuWBpZydcv405noBGoeUVzrcxJSM7W/v1LQtO/9NnTmbgJ1U5qVxbU2hz9qp3eWBsDooAZFwIaJTU6n4hr6mQAAmFqWWqZm0PP6l8IOP61/s6lYd0ZXp++LMUl6fVaZwCLios6jgKabAJIENZMnTzb0JQ7tkz/P07eD61t6NwDAwXDhrvo0al1BiLKCRp94QTxPZ93vpW2Kdt/6+mWLAIxhVG4vISFBrEkzadIkRW0NDzvdu+eY1da63I5LsfQuAICDeZqWSS2/2E2TNpwzqFWBlCvSapuiPbVHdZJS68pB4npYs3KSvi84SKbm7Nmz1L59e/Lz8xML7o0aNYoCAgJow4YNFBUVRatXrzbNngIAgF7Wn7hL0fHPxMWYTI0UxbnqAZWct4fBpx2dlg9pQLdiUygiuKik7wsOkqmZMGECDRs2TLRC4CaWcl27dhUdukHV5QdPcUgAwKy0zXnSP1NDNsPNxZkqhfhglhQYF9QcO3aM3njjjXzbS5UqRQ8e5F9cCQAAzEvb8JGvp1uhXl9Ym//X3CTvC2B0UOPh4UFJSfmr2rllQlBQ7tgmAABYjraYRN+O16bK1AT7YCYoWFlQ06NHD5o2bZpomSAfe+Vamg8++ID69Oljin0EAAADaIpJVg5vqP/rTZSpQXNKsLqgZt68eaILd3BwMD179oxatWolOnX7+PjQzJkzTbOXAACgPw1BiXKfJUsNP6E5JZiawWXoPOtp586ddPDgQTpz5owIcOrVqydmRAEAgOVd0nPhO3MPPxW0UjFAYRk9t65Zs2biAgAA2l28n0TL9t2gj7pWpRDfvBmjUnn8NJ0W775OAxuXEb1+ktIy6dcjUYV6T9NlahDUgBUMP61du1bvN4yOjhZZHAAAIOr6zX7RHbvx57tMcjgm/HaaVh26Td2+OSDuv7H6RL7n9KwTatB7mqqHJGpqwCqCmqVLl1LVqlVp7ty5dOnSpXyPJyYm0tatW2nAgAFiKCouLs4U+woAYDV4wbf5O65QQmqGRfeDG0sy7sX06GkaRd7M//d3TJuKVpGpcUHHbbCGoGbv3r00Z84cUUtTo0YN8vX1pYiICKpZsyaVLl2aAgMDacSIEVSmTBk6f/68mCEFAGCvzt1NpDZf7qFv/rtO7/9xljKyVHssRcen0md/naeouFSV7VM2XaD0rGyjP1dTAKXcjiBTrYGlnJ9XwevTzO5dU3Hb2UTNsfWdUg5g8poaDlT4EhsbSwcOHKA7d+6I2U/FixenunXriouzqf5PAACwEsnpWdR9Ue5QD9t58SG9MGsXHfu4vRhe2XDyLk347Yx4bPPZGJXX8jBRfEoGffNqXYM/d92xKPpg/Tl6r2MlGtM2QrE9R6lxZI6Whkv+RdwLfP/+jcrQh89bG0iZqfF2d6GUDOMDOQCTFgpzENOrVy9DXwYAYBfqTduZbxsHKpcfJFEJX09FQCPfrm7TmftGBTUc0LAvd1zVHtRo6Yztrmd7BFOsUzPjpRo0fl3eMQEwJWk7iwEA2DmuXdFEXqhrbsrJmbd/PSnJe0o5SuTpql8TTQApIKgBANDT1YfW16BWppSdOX8v//o0X/StZfB7Sjn81KJSEPl4ulKNUD/J3hNAGwQ1AAB62n7e+pr2aimjUfD2cLVopqaohysd/6Q9uaHmEswAQQ0AgA4p6Vk0ds0p6lyjBGUWFEHooUl4oKTHW1sdTWGyLlL3fvLAEBRYa1CTlpZGnp6aV8WMiYmhkiVLSrFfADaLhwOGrDhKXm4u9N2QBpbeHSgknrG06/IjcQnxLXyXaRkVPjAaseoYFS/qTnP71qYCYhqRKTGUqdapATA1g+dg8+J6p0+fzrd9/fr1VKuW4WO3jmDc2lOW3gUwo7tPntH+a7G04+JDeoaprDYv6Vmm4vbDpPRCv5+7gVmLaw+fUtsv96hs++/yI/rt+F0q9+GWAl8fEVLU4H3EcjLgMEFN69at6YUXXhCL8bGUlBQaNmwYDR48mD766CNT7KPN23j6vqV3ASwEX3htnxRL+294q6nitpuB7/fe72foZmyK0Z9tSL+pOmH+5OnmTI0lHiIDMBeD85JLliyhbt260WuvvUabN28WQ05Fixalo0ePitWGQbNt5x9Qx2ohYkVN+WwFqcetAcA6mzDWK1OM5r9SW6xho21KuDbmXLhuw+imlJmTgxoYsFlGLQHcpUsX6t27t2hcGRUVJbI2CGh0e/PnE/Tb8Wix4mefpYdo6MpjKlMxAcA6SbW0v3wBvEwDgxpz/p3gn7UwRb36tGMAsKqg5saNG9SkSRORpdm+fTtNnDhRtE/g68zMvLFnyO/fS4/oTnwqnYxKoH1XHxv8jQ0AzM+YJozVQ32pU/UQlUJdN5fcP7eHb8ZTWqb+2ZfChDTdaxvWnbuwDn3YlvZPbGPWzwQo1PBTnTp1xPATBzT+/v7UoUMH6tq1Kw0ZMkQ0vDx1CkWx+k6/dCIMPwFYu3S1ZpX6mNOnFtUo5UcX7ydR6QAvsc39eVDDeHbcb280IVNZMrCe6CI+pElZMideE8eYdXEALJap4ZqatWvXioBGrmnTpiKY4ZlRYFiAM2nDWdp46h4OG4CVWrT7er5tO8e3pPZVczMxysa2rUiXp3cWAQ2rFupLvp5uKpkadvRWPJkyVdO1Zkl6u01F8nn+2QCOwuCghmc5aeLj40M//PCDFPtktziLrTw8XuXTbbTmaDSNW6c6Rf50dILo4XL3Sar5dxIAChQR4kMzX6ohhpjm9q0lakm61ChB4ztUIk83F0maSgKA4QzOE65evVrrYzybR1vQA0Q7Lz6kG4+TCzwUvRYfFNcxCc9ow1vNcOhsDOq/7UNGVg5tPReTb/vcPrUUU6WXDc5dXPGVBmEFvp+ri1O+99cU6PAKxq8si6Q2lYMp1N9L53Runn79+Us1VTqDAzgyg4Oad955R+U+FwenpqaSu7s7FSlSBEFNAW4+1n+9idtxyNTYOgQ4lrP57H2au+0K/TG6CQX76L9Wi/Kw0ze7ruUrvH2lYcEBjD5TwzkTGx6Uf2G8349H04X7SeJSkN71SuN3DECJwfnQJ0+eqFySk5PpypUr1Lx5c1qzZo2hbwdgd5Qny0ixJD4YZ8yvpygqPpUazdxl1OvVAxrlLI0Ui/i1nbe30IXJPOxVUO8nS+A1eYztEA5QGJIM8kZERNDs2bPzZXGgcPSZG8VFxufvJeJQ27n0rGyat+MKnbjzxNK7YhN4aEdqf73djLzcjV/DxVVDl+osDcs6bNEw5KVNy4ggq8zUcAaJC6Zf1mNYDkBKklWuubq60v37aAdQWL8di9b7uQevx4oi4xcXHij054JpSHXCWXnwNi3877pYuBEKNmPLRckPU+2wvBmfxlCa/KSQnJ6Vb9vZu/p9SakQ5E1NKgRaZaaGaSuYBrCqmppNmzblW+2SWyUsWrSImjVDUauxeKVhXs1z4vqzim288uiVB0+pVDEvjZ12Lz94avTngW25/qjgAnPIszryTr6MiKumqEKDnyJv0/qTqsssvNW6QqEPr6a2KE/Tssi/iLvi/pGbcXq9161ZXRXvl2OdMQ2AbQQ1vXr1UrnP/2MFBQVR27Ztad68eVLum0NZcywq37oXSWlZ1GnBPnGbV+lcxN/U65emRuUDxDYs3Wf9ZBZc1dZRZWs4y3Odir5Bzad/Xci3rXlEcUm+uKhLSlNdhb3fd4cNDpCsNVMDYBNBTU4OlvY3hY//PC8u2rSYu1tcrzseTbdndxO3lc9zb/50gkJ8PWhqT81NRTmjduz2E6oc4kN+RbAglymZ4hyjoRwDtBi28qjGoMbbw7KHLEtDUPPjods0t29uUa0+wgK86L2OlbX2huJa5F51SxVyTwFsF9aztmHK3923XXggrjtWLyEaZ07tUV0lrb35bAz9b80pKunnSZGT2llgbx2TVM0I0dFdf/uvxWostLY0Tc0efzt+16CgZvP/WuR7H+VY6dL0zirtGAAcjV5BzYQJE/R+w/nz5xdmf6CQJ7qB3x9RfCtcPCCvbYV8EbGYxLRCpfXVp6WCeWD4qXDSMy2fYeaF9AK83Sk+JSNfDU+POqXou303CnwPN7UF/NSHnwrTYRvAYYIafZtU4tukeekqs7ittgppYRMGPxy4RV9uv0Lr3niBapUu3CwQRyLVSJSlS2qO346n7Rce0LsdK9vkrBZjmlIqq1emmCT70aN2KK06dDtfDc+Zu4n0x4m7Bb5e05cKFAoDGBjU7N6dW88B1kXXeY5XIx2+8iitHN5IZXhKPhPk6sNkqlrSR+9AdPrm3CmyH64/R1vfaVHIPXegxfdkhheTJj7LpGLeuUOHB67F0uRN5wv1DZwD3F+O3KFRLcIp2NewlXW/3XuDjt9+Qv9eeijue7m50ITnNR2HbsTSJxvPi2X6XwgPVKwPc/Zugpj+PHPLJapW0tfoFXjV8WzAHRceikL5IB8PjUN9HBzoWreG34PrWJpVLE5VS/qKlgRHb8dTswrFdfZmMnUgpyug4Ywr94LTttZN2yrB4v/PEgb+2wI4dE3NzZs3qXz58sjGWAH59NTPt17W+bzdVx7Tx3+eo8bPTzhyE/84SxtO3aOJnSvTW60rKrafuBNPj59mUOcaJUy2745AOZBJSM0Q9Rz6LtP/+k8nRADx51tNqW6ZYjToh9zhRHX3E56J9Uw6VgsRSwHk3wcZnYxKEGuZ9P02kmKT0+lMdCL99mYTg36W2f+o/o5dV+pdNmB57r71/+6wonh90oZztP7kXfIv4kYJqbkze7QFNbxo5JPUDGoREaTXvizff1O0PVCuC3ualimWPShX3Ft8NvdX04RXFg4P8qbv99+ir/69KrbxPnOd2X+XH1GlkKL0zzstNa4bU7xoXm2aJShnZzSN/pYv7k2Rk9pSMaUaOgBH5WrIqsG8Hk1wcLC4369fP/rmm28oJER1GjKYXsWP/6EWEcXpWWbBxY+/HIkSF2Uc0DA+QfAJuGvNkrTr0kOaseWS2P73mOZU0t+Tihe13HQR/gbNJxzugtyzTimxkm7DcgEGdzpOy8wW37Ll6wDp42TUE/HN99MXq2kcdtDWiFCTVl/sEdcXp3UiNxdnkfXgLuxvtgrX+AVBnhHhIQoOarRpOvs/cf1Vv9r0Ut3S+R7/89Q90eRQObg4EVX41YgLyjxxQMPkn8n2XX1MRdxd6PHTdOpSs6Riu3zRSF6uICygiNb35Caw49aepttxKYq6sJuPk+mNn07QNT3X7+FMh4+nq1gXRhkHNIwzl72XHqIz0Qn5Xls20JuspdhcW2a1pJ+XGfcIwA6CGvVZHFu3bqVZs2aZYp/AyBkexvhi+xVxUdZ9Ue7J5sQn7SlQLbC5GJOk8juha/hq3bEoOnIznub2raX3GiH8zZtPVtFPUik6/pk46ey69Ih2XHxIQ5qUpWlapqxrcvhmnMgivNooTAxb9G1QmiZ1qSoee5KSIVbofblBaTEMwXiIppS/F4388bgoin7520ia0r0aeXu4imXf2df/XhPf9De81dSgOgseDhyx6pjipMoB6YQOlbQ+nwMnfWZOHbweR91rhdK/lx5Rg3LFKNDbXQRl8q7NysEFv9/fZ+5TvbLFqKSvpyLI43opHs7heo+C/HP+Ac3Zdpk+6FxFZfv+a4+1rrg7ZEXeFGsevlo8sC61rZL3ZYj/rTmoeZiURsE+HuJ36tD1WPrmv2s0vWcN6vBV7lpN+vRN0kU9oHnrlxMq9zUFNGxBvzpkSViFBkB/mNINWp2KSqD21UJEgaj68BcHG7z6Mf/Bb105N3vHtSA8nZSzGEdvxdMH68+J7Xyy4zoGHvv/5MVqOo/48n036dAN1VVVOaCRrxLbtEJxxfCYpqCKt52/l0QRIUVp8vNF1NYczW09sWzvTUVQw7Ug3GNnxcFbtPHtZuJ16usEcWAjX4jtpbqlaPHu64qhi6l/XxS9gJTxzx95I44qBuf/Zr/uWLTKSZWbJV68n0TfDa4vgou45HRauueGSvBQZ9pO0qcA9vsDt8QwEQ/LvFirJC3ff0vjc7mglLNfrHQxL/q6f13ycHVW1EspBzU/H76jtaM87+eYNnnDlmzwD/nXhtGEg7kRq46rNDrk3xX5UBb/c96a1Y0GPJ/Fpymg0de611+gL3dcEeszabL1nOrvtTa6skjmgMX1AEwQ1PDJQ/0EgtlO9o3rC/gbOGdOlPF0ca79YMNWHqP2VYOpQlBRWrbvphjzV5+NMXlTbmBw88AterN1BVq465o4UbzWIjzvPbNzxAk6PlV1uqu6N38+Qf+924pSM7JFRmlaj+o0uEk5eve3M3TsdrwIoDgbwXihQXXPMrJFU8Lz9/MKSnstPljgsbgZm0Jf7sgNaNjjpDT6audV6lAthGqU8hPbuDCb61gqBhfVqxCUh5o4W/RO+wj6UEM9CAdJmnDxsBz/rPKfl4dltAU06u4+eZavjxS3YuBghwPQWWq1NOqqT95OhfH+H3ntQBb8m9cNm5NT5T7cQoXVu24pUUtWmJlB3Bph0AtlydKwYDCAiYafhg0bRh4eucMRaWlp9Oabb5K3t+q30g0bNhjw8WDNuFmmJupTUnnogy+soJNIgxn/Km5nZsvo2sOn9OhpOh24rv9wmvLQA2dSeOaNvJaDC0LlrjzM3xur6mfbxDXXeBiindpwx/3ENPp61zVxmd27JnWrVVIENIb2aeLMD8/I0Vbgqom24uHCaj9/ryg6vaW2HICtOfJROwp5PhOoMDPhJ6oNsUnB1Yh1nnjIDgAkDmqGDh2qcn/QoEH6vhTsjPqMGGNxbYYUjBmi4EyPVDjLwhdjLdp9nayFrQc0TB7QqNeAWQPOVG6/+EAM9aWkZ1NM4jPafkF7QPthlyrUpkqwCJprl87NCAKABEHNypUryRosXryYvvjiC3rw4AHVrl2bFi5cSI0a5a7FAgBgquBVCjyjcP/Etor7f52+pzGoKRNQRNRsydcrUl4dHAC0s6kmIevWrRMtGyZPnkwnT54UQU2nTp3o0aPcoQ8AcEx1wvxpQOMytH50U4Nfy2v9cJ3WH282oeHNypGl+0ExXrJBHtAAgJ0GNdxXatSoUTR8+HCqVq0affvtt1SkSBFasWKFpXcNACzo9zebiJWN65dVnWbfunLewn5c1K2piPubV+tSeFBRalAugGo+L/o2F5laIMMZmk+6VaWPuubO0gMAO53SnZGRQSdOnKBJkyYptjk7O1P79u0pMjJS42vS09PFRS4pybrG1wEcQd0y/hTi40kHb8SSs5OTmKLcr0GYmIouhb3vtxYLG2rydb+69N+Vh9SxWgmx3hDjOhZeHmDPlce0bFB9lRYIvBDlyoO3xUKP5sDtGeSF6z+NbGyWzwSwZzYT1MTGxlJ2dna+FYz5/uXLmgtOeXHAqVOnmmkPARwbL8gnL/7eNq6FWM9mfPtKooWBpnWFBjcpKxZn7Fu/NM3ZflmsI2RMwKRrxV+/Im75Vlzm1Xd5X9UXEGQc4Pz9v+ZkLrymk7zFBAA4UFBjDM7qcA2OcqYmLEya5nrgWF5vGU7/nI8Rqxx3q1lSLNwHubiWZXSrCmKNm+ycHIoI8aEqJXzF4n661rXiYEQekPCiiO2rhohVnOXtH2ZsvkRLB9UnVxcnio5Ppai4VJq3M2+tIPYzshsAYItBTfHixcnFxYUePlSdKcD3S5TQ3ICR19SRr6sDoM249hFixWDukfXdPs3ZAq5xmNipMsWnZIhO11uMWCBu4at16eD1WFp7LHeFY8YrAG8+a9sBEteyyI1pG2H0+3CLCjnOrihnWLglhXJQ07h8AP04opHJu2cDgG2xmUJhd3d3ql+/Pu3atUuxLScnR9xv0sSwzsNg/7hlwNGP2tEPQxvofF6XGiVoXPtKImPAgQv3u9K2QBr3r+KAxpjF+1j32qE0u08tWj+6CdUq7Ue/jmpMAxqV0fmaXnVC9erJpM7NRfcib9zTSp+GpRx0qQ+X8AyjzSYYogn19xKBinr7CbkygUXo3wmtxL/RujeaIKABANvN1DAeSuJFABs0aCDWplmwYAGlpKSI2VBgH0J8PehhUl5xtyGm9qguOmBzh+q977cRJ+B2vp4qNQupGVn0JDWT3JydaNOZ+/RyfdXhSG7guWN8ywIbJu55rzVdiEmiTzeeFy0HdA3N/HokStSNyNUvG0CbxjRXdKDW5N0OlUT7BV4tmds68L4awtXZmTKz89ZoOfNZR1odeVuR6eCVn99oGU4zt16iKiV86PKD/Ksvsxm9atA77SIUCxxuGtNMDC2xj7tWFUNOUmpVKW+2kiaaZi8BAMg5yfRpBWxFFi1apFh8r06dOvTNN99Q48b6zRrgmho/Pz9KTEwkX9/cP8xSkKJXjT58PV0pSa3TcGFxf5t+DcNoxYFb9GPkHaPfR3kYxdvdhQ5+2JZ6LzkkeibpKyzASyxMxt2T5c0GObtRKbgolSrmJTpPc2ZF3vCRe04FeLtTg7IB9EpDaWulJv5xRsyo4Vkw1UJ9qZKGPlIsKS2Tak3ZoXOqMU8T1jVMsuHkXXHsuEmo3JpRL1CTCoFaf8d4qvK7HSqLOp8lSo0w5Xg4jYM7xg07eR0X5fdZOayhCCDO3UsUWSd50PJCeABN7l6duny9X2undgAAc9P3/G1TmRo2ZswYcXFEnHpv9Hne8JsUuAEkD71M7VmDWkQE0Wurj+v9Wl6wTJ7R4E7d8qCmVml/8i/iTpvHNhfN+HgKbXjxohT+0VbFaw9Pakef/nVe0fNoes/q1LF6CcXr5UEN16HINa9YnIJ8PMzSSHVu39p6Pc/X0412vduKZm29RG8/71y9fP9Nxf7zSFZBdR+965UWl/SsbLr35BndeJyiEtCo44BRXn9Ss7SfCOy45xWv0cJ1J5VL+Ih/V3lQIw9oGA8dcesADor4OPLzHialKR7n4R8npY5J8mnQAAC2AH+xbEhhOg5r06Fq3hR5Fz2b7d2a1VWcELmzthx3xH6vYyVxIp3Tp5bYVsQ999erYrBqluO7wfWphJ+nysmeO23Laav1kNezWBvuUP790IYqRa3yoMaQAMzD1UUsAscXXXjoTJlyt3NlHMD4eKr+L86Bj/oCddwr6c1WFcjTzVnsg3ztl+wcGepWAMCmIKixITKV9Uc14yJL7qIt/5bOihVxE3UkmjhrCWS4VkJeK9KwXDE6dvuJuL1lbHPFiVo5CMqWycTMF31mv1R4XhfxQefKoku3+tL0XBx77m6CzmyFrXCRKKvEzQzP3E00KFBSD1504caJynSt/QIAYK1sZvYT8OJluo/CtZldxHBChSDVE9KJTzrQmOdDI7o0q1icqof60sv1S1NRpWGHha/mNdOrHpq3jLzyyZW/1Rdk+7iWYl0Rzmyw0sWK0LZxLalfwzL5ZhnxcFjnGqozb2yRVMvuz3uljuK2GUbfAABsEjI1NkQ5bOChAg4kMrNliiEd+VLxQ5uWoy93XFXMXuFsjD5ZHp4ttGVsC3F71OrjihkxPFS0f2KbfEMZysoGFinw/bnWgy/2jtsAFJQJM1S5wCLk7uIs/h39tTRBBABwdAhqbEhOjkxMr/161zVaMawhNa1QXDGbRV6/wnw880563GtHPcvDM554xgxfazPzpRriJDrwhdwsSliA5qCFg52UjCy91jwB43H26szkjiJLw7cBACA/BDVW4NVGYWKq9pbns4fm9qlFE9efzfc8nvkzvkMlGt26Qr4ZNdqGJOQZGuU8zfudKlOf+qUp/HlPHk2CfTxp8cC8YSdttAU7jsxUiyTwejUAAKAdvvJZgVm9a9FCpT45tcL8qE+9vMXauEbm+CftFYGMpinCWoMaWf4TLdfCcF2LOaZGOyKbWvgJAMCOIKixQrxOiHK8UayIe4HDO/JhJm2FqvrU1IA0bGs5SwAA+4GgxkroSprok1BRD2p4nZFfXmssZkOx1pWCFcXAYFoIIAEALAM1NVZCeSiI60ANHRhSn2TD64worzXCa75seKsplUUNjFmaaQIAgPkhqLEi/RuGUVxKxvN6l7ztysvWa1PQUvzylW7B9HrULkWXY55So/IBONwAAGaEoMaKzH7eXoC9VLc0/Xb8boGv4W7O9xPTxKJ5YB14peVJXataejcAABwOghoL4cXUbselan2ch4s4W8NFp93rhGp93v/aFdyWAAAAwBEgqLEQfSbInP6sI52/l0hNwm2/BxIAAICpYSqMhQxqXFZcN9ZRd+Hn5Sb6MUm11D4AAIA9Q6bGQppWDKSDH7alEB+0FwAAAJACghoLKuXvZcmPBwAAsCsYfgIAAAC7gKDGQvRZewYAAAD0h6DGQkpg1VkAAABJIaixkABvd0t9NAAAgF1CUAMAAAB2AUENAAAA2AUENSY2rWd1U38EAAAAIKgxvSFNylGlkKL4ZQMAADAxZGpMqHKIj7jeOrYFnZ/aiWqW8jPlxwEAADg0BDUSqFvGX+P2xQPriWtXF2cq6oHFmwEAAEwJQY0JOTnpvg8AAADSQVBjQjKZ6v0WEcXFtbe7iyk/FgAAwCFhTMSMxraLoDIBRah5RJA5PxYAAMAhIKgxIw9XF+rXsIw5PxIAAMBhYPgJAAAA7AKCGhPUzig9IsXbAwAAgB4Q1AAAAIBdQFADAAAAdgFBDQAAANgFBDUAAABgFxDUWKSAGAAAAKSGoAYAAADsAoIaAAAAsAsIaiSAUSYAAADLQ1BjQgh2AAAAzAdBDQAAANgFBDUmhNlPAAAA5oOgBgAAAOwCghoAAACwCwhqJFQ2sIjqwXWS8t0BAABAFwQ1EprYqYrKfScENQAAAGaDoMakENUAAACYC4IaCZyJThDXic8yVQ8uYhoAAACzQVAjoWuPnqrcd8L4EwAAgNkgqDHhujTI1AAAAJgPghoJydSiGifU1AAAAJgNghoJ5SjFND4erlS6mJeUbw8AAAA6IKiRUI5Spub30U3IGeNPAAAAZoOgxkSZGgw9AQAAmBeCGhPV1CBJAwAAYF4IaiRU0i+vhgbTuQEAAMwLQY0EVg1vSINfKEvDm5dTbMMSNQAAAOZlM0FNuXLlRPZD+TJ79myyBq0rB9P0XjXIwzXvcGIxYQAAAPNyJRsybdo0GjVqlOK+j48PWRPlZWqckaoBAAAwK5sKajiIKVGiBNkCxDQAAADmZTPDT4yHmwIDA6lu3br0xRdfUFZWls7np6enU1JSksrFXOvUIFMDAABgXjaTqRk7dizVq1ePAgIC6NChQzRp0iSKiYmh+fPna33NrFmzaOrUqRYZfkKmBgAAwLycZOoNi8zoww8/pDlz5uh8zqVLl6hKlSr5tq9YsYLeeOMNSk5OJg8PD62ZGr7IcaYmLCyMEhMTydfXl0xh9M8n6FlmNq0c1hDTugEAACTA528/P78Cz98WDWoeP35McXFxOp8THh5O7u7u+bZfuHCBatSoQZcvX6bKlStLelAAAADAeuh7/rbo8FNQUJC4GOP06dPk7OxMwcHBku8XAAAA2B6bqKmJjIykI0eOUJs2bcQMKL4/fvx4GjRoEBUrVszSuwcAAABWwCaCGq6ZWbt2LU2ZMkXUyJQvX14ENRMmTLD0rgEAAICVsImghmc9HT582NK7AQAAAFbMptapAQAAANAGQQ0AAADYBQQ1AAAAYBcQ1AAAAIBdQFADAAAAdgFBDQAAANgFBDUAAABgFxDUAAAAgF1AUAMAAAB2AUENAAAA2AWbaJMgFZlMpmhhDgAAALZBft6Wn8e1caig5unTp+I6LCzM0rsCAAAARpzH/fz8tD7uJCso7LEjOTk5dP/+ffLx8SEnJyey5YiVA7Po6Gjy9fUlR4XjgGOB3wv8/4G/FY7xN1Mmk4mAJjQ0lJydtVfOOFSmhg9E6dKlyV7wL6Wt/WKaAo4DjgV+L/D/B/5W2P/fTF0ZGjkUCgMAAIBdQFADAAAAdgFBjQ3y8PCgyZMni2tHhuOAY4HfC/z/gb8V+JvpsIXCAAAAYL+QqQEAAAC7gKAGAAAA7AKCGgAAALALCGoAAADALiCosVKLFy+mcuXKkaenJzVu3JiOHj2q1+vWrl0rVkvu1asXOdpxWLVqlfjZlS/8Okf9nUhISKC3336bSpYsKWaKVapUibZu3UqOdixat26d7/eCL926dSNH+51YsGABVa5cmby8vMTKsuPHj6e0tDSyB4Yci8zMTJo2bRpVqFBBPL927dq0bds2snX79u2j7t27i1V3+Xd848aNBb5mz549VK9ePfE3omLFiuLvqE3j2U9gXdauXStzd3eXrVixQnbhwgXZqFGjZP7+/rKHDx/qfN2tW7dkpUqVkrVo0ULWs2dPmaMdh5UrV8p8fX1lMTExisuDBw9k9sDQY5Geni5r0KCBrGvXrrIDBw6I3409e/bITp8+LXO0YxEXF6fyO3H+/HmZi4uL+H1xpOPwyy+/yDw8PMQ1/z5s375dVrJkSdn48eNlts7QYzFx4kRZaGiobMuWLbIbN27IlixZIvP09JSdPHlSZsu2bt0q+/jjj2UbNmzgWc2yP//8U+fzb968KStSpIhswoQJsosXL8oWLlwo/t/Ytm2bzFYhqLFCjRo1kr399tuK+9nZ2eJ/wFmzZml9TVZWlqxp06ay77//XjZ06FC7CGoMPQ58kvLz85PZI0OPxdKlS2Xh4eGyjIwMmb0x5v8PZV999ZXMx8dHlpycLHOk48DPbdu2rco2Ppk1a9ZMZusMPRYczC1atEhlW+/evWUDBw6U2QvSI6jh4K569eoq2/r16yfr1KmTzFZh+MnKZGRk0IkTJ6h9+/YqPav4fmRkpNbXcSo1ODiYRo4cSY58HJKTk6ls2bIitd6zZ0+6cOECOeKx2LRpEzVp0kQMP4WEhFCNGjXo888/p+zsbHLE3wtlP/zwA/Xv35+8vb3JkY5D06ZNxWvkwzI3b94Uw5Fdu3YlW2bMsUhPT883NM1DcgcOHCBHEhkZqXLcWKdOnfT+f8kaIaixMrGxseLEwyciZXz/wYMHGl/D/yPyH+rly5eTIx8HrhVYsWIF/fXXX/Tzzz+Lruz8h/zu3bvkaMeCT1h//PGHeB2fuD799FOaN28ezZgxgxztWCjjE/r58+fptddeI0c7DgMGDBBffpo3b05ubm6inoTrjT766CNytGPBJ+758+fTtWvXxN+JnTt30oYNGygmJoYcyYMHDzQeN+7m/ezZM7JFCGpsHLdiHzx4sAhoihcvTo6MMxNDhgyhOnXqUKtWrcQfqaCgIFq2bBk5Gv5DzZm77777jurXr0/9+vWjjz/+mL799ltyZBz816xZkxo1akSOhgtCOVu3ZMkSOnnypPj/Y8uWLTR9+nRyNF9//TVFRERQlSpVyN3dncaMGUPDhw8XGR6wba6W3gFQxYGJi4sLPXz4UGU73y9RokS+w3Xjxg26ffu2qHhXPqExV1dXunLlivhGZu/HQRP+Nlq3bl26fv062TJjjgXPeOKfn18nV7VqVfHNjNP1/IfcFhXm9yIlJUXMDuRsha0z5jhwto6/AMmzVBzc8TF5/fXXRcBrqyd0Y44Ff9nhmUE88ysuLk7MFvrwww8pPDycHEmJEiU0HjdfX18xHGeLbPO32I7xyYa/We/atUslSOH7nIlQx980zp07R6dPn1ZcevToQW3atBG3ubbEEY6DJpyS5mPDJ3hbZsyxaNasmQjm5AEuu3r1qjgWthrQFPb34vfffxe1FIMGDSJbZ8xxSE1NzRe4yINeW24BWJjfCa6rKVWqFGVlZdH69etFHZ4jadKkicpxYzwUp+/fWKtk6Upl0Dw9kaderlq1Skyze/3118X0RPn05MGDB8s+/PBDrYfOXmY/GXocpk6dKqap8hTNEydOyPr37y+mafIUT0c7FlFRUWKGz5gxY2RXrlyRbd68WRYcHCybMWOGzFH//2jevLmY2WEvDD0OkydPFr8Ta9asEVN5d+zYIatQoYLslVdekTnasTh8+LBs/fr14m/Fvn37xKyw8uXLy548eSKzZU+fPpWdOnVKXPj0Pn/+fHH7zp074nE+Bnws1Kd0v//++7JLly7JFi9ejCndYBq8XkCZMmXE2gs8XZH/J5Rr1aqVCFzsPagx9DiMGzdO8dyQkBCxRoutrztRmN+JQ4cOyRo3biz+2PP07pkzZ4qp/454LC5fviz+yPOJ3J4YchwyMzNlU6ZMEYEMB/thYWGyt956y+ZP5MYcC16zqWrVquL/jcDAQHGiv3fvnszW7d69W/yeq1/kPztf87FQf02dOnXEceO/E7a+fpMT/8fS2SIAAACAwkJNDQAAANgFBDUAAABgFxDUAAAAgF1AUAMAAAB2AUENAAAA2AUENQAAAGAXENQAAACAXUBQAwBaOTk5iR451ow7TY8bN84sn8X9k7hXkqlx41Hlfm4AoB8svgfgYIYNG0Y//vijoulpQEAA1apVi1599VXxmHJ/IG6AWaxYMfLw8CBrFR8fL5p3+vj4mPRz+FhUqlRJ9BMrW7asST+Lm46WL19eNOBs0aKFST8LwJ4gUwPggDp37kwxMTGiw/s///wjGqC+88479OKLL4rmfspdfC0Z0PDJvSAclJk6oGHff/89NW3a1OQBjbxJ44ABA+ibb74x+WcB2BMENQAOiAMVDli4Q3G9evXoo48+or/++ksEOKtWrdI4/MQBxpgxY0Snb+5uzCf3WbNmqTx36dKl1KVLF/Ly8qLw8HD6448/VD43OjqaXnnlFfL39xfBCHdF5sBKjjNFvXr1opkzZ1JoaChVrlxZbF+yZAlFRESIzw0JCaG+fftqHX568uQJDRkyRGSYihQpIvbn2rVrisf55+PP3759O1WtWpWKFi2qCPJ04ayJ+pBQuXLlaMGCBSrb6tSpQ1OmTFE5LsuWLRMBI+8Pf2ZkZKToos777u3tLYKlGzduqLwPf9amTZvo2bNnOvcLAPIgqAEAoW3btlS7dm3asGGDxiPCWQM+yf7222905coV+uWXX8RJXb3mpE+fPnTmzBkaOHAg9e/fny5duiQey8zMpE6dOomsyv79++ngwYOKgEI5I7Nr1y7x/jt37qTNmzfT8ePHaezYsTRt2jSxfdu2bdSyZUut/2ocGPFreF85eOD2dl27dhWfL5eamkpffvkl/fTTT7Rv3z6Kioqi9957T+cQ18WLF6lBgwZG/bZMnz5dBFqnT5+mKlWqiCzMG2+8QZMmTRL7yvvIAaMy/izOmh05csSozwRwRK6W3gEAsB58wj179qzGx/jEz9mS5s2bi+yDpmGYl19+mV577TXFiZwDk4ULF4pMy7p16ygnJ0cM4/Dr2cqVK0XWZM+ePdSxY0exjTMX/BwegmEcZPE2znRwQMSfW7duXY37yBkZDmY4YOLsB+PgKywsTGSceP8YBzhcjFuhQgVxnwMKDpq04Z+dAw/OHhlj+PDhIkPFPvjgA2rSpIkIADnIYzz0x89RxlkdPz8/unPnjlGfCeCIkKkBAAU+ccsDDk0ZEM408JAQZ0527NiR7zl8sla/L8/UcPaGh1w4MOEMDV94CCotLU1l6KVmzZqKgIZ16NBBBDI8nDV48GARpHCmRRP+LC5+bty4sWJbYGCg2Gf5fsgDBnlAw3hI7dGjR1p/E+RDQDz8ZQwuxJbj4TP5z6m8jY9DUlKSyut4GE/bzwoA+SGoAQAFPvHzrBtNuPbm1q1bIgPDJ3nOPCjXthQkOTmZ6tevLwIj5cvVq1fFcIwcZ2WUcRB08uRJWrNmjQg+PvvsMzFMlpCQYPS/HM+WUsaBHAd02hQvXlxRr6OMZ4qpv055mEvT58mDRk3bOJOlPuwVFBSk188EAAhqAOC5//77T0xX5poYbXx9falfv360fPlyMZy0fv16ceKVO3z4sMrz+T4XxsqDIh4eCg4OpooVK6pceJhFF86+tG/fnubOnSuGx7i4mPdXHX+Weh1KXFycqMWpVq2a0f/WnNXhn53rapRxwKFcYMyZFg78pMDZK87eaBtqA4D8kKkBcEDp6eli3ZV79+6JLMjnn38uZiJx3QoXtGoyf/58kS25fPmyyK78/vvvYgYV18TI8bYVK1aIxydPnkxHjx5VFMBy4TBnPPhzuFCYT/5cS8NDWXfv3tW6r1wszEXKnNXh+pLVq1eLjIZ8ZpQyrvnh9x81ahQdOHBADHkNGjRIzPLi7cbijAwHVfye6sXVXGzMPw8HhEOHDiUXFxeSAr8nD7kpD5MBgG4IagAcEM8g4qEcnr3Es492794tAgee1q3tpMzDQJwp4Vk5DRs2FNmSrVu3qizWN3XqVDH1mWtIOPjgIEieIeE6Fp5pVKZMGerdu7fIqowcOVJkIzgLog0HTVwszAEEv4YLfPl9q1evrvH5XHzMw1wcoHFNDw8P8X6qDzkZigug+WdTHiLi2UutWrUSn9WtWzcxHV2qIIR/Rg7OAEB/WFEYACTBdSF//vmnOLHbIw6OuAB5/PjxYvVlU7pw4YII4jjjVdDQHADkQaYGAEDPoO27775TWXHZVLhOhzNdCGgADINMDQBIwt4zNQBg/bD4HgBIQteUaAAAc8DwEwAAANgFBDUAAABgFxDUAAAAgF1AUAMAAAB2AUENAAAA2AUENQAAAGAXENQAAACAXUBQAwAAAHYBQQ0AAACQPfg/p87sqMN5rSoAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I.txt is plottable.\n" + ] + } + ], + "source": [ + "# Plotting SDSS intrument test\n", + "filename = \"SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I.txt\"\n", + "file_path = os.path.join(path, \"sty2054_supplemental_files\", filename)\n", + "\n", + "try: \n", + " data = np.loadtxt(file_path, comments=\"#\", encoding=\"latin1\")\n", + "\n", + " # column1: #w column2:flux\n", + " wavelength = (data[:, 0] * u.AA).to(u.um)\n", + " flux = data[:, 1] * (u.erg / (u.cm**2 * u.s * u.micron))\n", + "\n", + " # check plottability\n", + " spectrum = Spectrum(\n", + " spectral_axis=wavelength, \n", + " flux=flux,\n", + " meta={'header': fits.Header()}\n", + " )\n", + "\n", + " # Add metadata to spectrum header\n", + " header = spectrum.meta['header']\n", + " header.set('SIMPLE', True, 'Conforms to FITS standard')\n", + " header.set('VOPUB', 'SIMPLE Archive', 'Publication of the spectrum')\n", + "\n", + " # Object name\n", + " object_name = \" \".join(filename.split(\"_\")[:2])\n", + " print(f\"Extracted object name: {object_name}\")\n", + " header.set('OBJECT', object_name, 'Name of the observed object')\n", + " header.set('CONTRIB1', \"Guan Ying Goh\", 'Contributor')\n", + "\n", + " # Query SIMBAD for coordinates\n", + " try:\n", + " result = Simbad.query_object(object_name)\n", + " if result is not None and len(result) > 0:\n", + " header.set(\"RA_TARG\", result[0][\"ra\"], '[deg] RA')\n", + " header.set(\"DEC_TARG\", result[0][\"dec\"], '[deg] Dec')\n", + " except Exception as e:\n", + " print(f\" SIMBAD query failed for {object_name}: {e}\")\n", + "\n", + " # Telescope/Instrument/Date\n", + " header[\"TELESCOP\"] = \"SDSS\"\n", + " header[\"INSTRUME\"] = \"BOSS\"\n", + " header[\"DATE-OBS\"] = \"2012-10-24T00:00:00\"\n", + " header[\"BUNIT\"] = str(flux.unit)\n", + " header[\"DATE\"] = date.today().isoformat()\n", + " add_wavelength_keywords(header, spectrum.spectral_axis)\n", + " add_missing_keywords(header)\n", + "\n", + " # Save FITS using specutils (automatically handles mask)\n", + " fits_filename = filename.replace(\".txt\", \"_SIMPLE.fits\")\n", + " fits_path = os.path.join(output_path, fits_filename)\n", + " spectrum.write(fits_path, format='tabular-fits', overwrite=True)\n", + " print(f\"Saved {fits_filename} successfully.\")\n", + " \n", + " if check_spectrum_plottable(spectrum, show_plot=True):\n", + " print(f\"{filename} is plottable.\")\n", + "\n", + "\n", + "except Exception as e:\n", + " print(f\"Could not read {filename}: {e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Test saved FITS file\n", + "fits_path = os.path.join(output_path, \"SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I_SIMPLE.fits\")\n", + "spectrum = Spectrum.read(fits_path)\n", + "check_spectrum_plottable(spectrum, show_plot=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I.fits\n", + " Data shape: (1870,)\n", + " Flux unit: DU/PIXEL\n", + " Instrument: IMACS Short-Camera\n", + " Telescope: Baade_Mag_1\n", + " Date of observation: 2010-05-05\n", + " MJD-OBS: Unknown\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: VerifyWarning: Verification reported errors: [astropy.io.fits.verify]\n", + "WARNING: VerifyWarning: Card 'VGAUGE' is not FITS standard (invalid value string: '0.00e+00 / vacuum gauge [mbar]'). Fixed 'VGAUGE' card to meet the FITS standard. [astropy.io.fits.verify]\n", + "WARNING: VerifyWarning: Note: astropy.io.fits uses zero-based indexing.\n", + " [astropy.io.fits.verify]\n", + "WARNING: VerifyWarning: Card 'IONPUMP' is not FITS standard (invalid value string: '0.00e+00 / ion-pump gauge [mbar]'). Fixed 'IONPUMP' card to meet the FITS standard. [astropy.io.fits.verify]\n", + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 55321.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "COPY AND PASTE THE FOLLOWING COMMANDS INTO YOUR SCRIPT \n", + "Replace with the appropriate value for your dataset \n", + "If you're not sure of the correct value, use None \n", + "If you started with a header object not called `header`, \n", + "replace 'header' with the name of your header object \n", + "Use the `astrodb_utils.fits.add_wavelength_keywords` function \n", + "to add the SPEC_VAL, SPEC_BW, TDMID1, TDMAX1, and SPECBAND keywords \n", + "\n", + "header.set('RA_TARG', \"\")\n", + "header.set('DEC_TARG', \"\")\n", + "header.set('OBSERVAT', \"\")\n", + "header.set('VOCLASS', \"\")\n", + "header.set('VOREF', \"\")\n", + "header.set('TITLE', \"\")\n", + "header.set('AUTHOR', \"\")\n", + "header.set('TMID', \"\")\n", + "header.set('TELAPSE', \"\")\n", + "header.set('APERTURE', \"\")\n", + "Saved ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I_SIMPLE.fits successfully.\n" + ] + } + ], + "source": [ + "filename = \"ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I.fits\"\n", + "file_path = os.path.join(path, \"sty2054_supplemental_files\", filename)\n", + "\n", + "try:\n", + " with fits.open(file_path) as hdul:\n", + " data = hdul[0].data\n", + " header = hdul[0].header.copy()\n", + "\n", + "\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " print(\" Data shape:\", data.shape)\n", + " print(\" Flux unit:\", header.get('BUNIT', 'Unknown'))\n", + " print(\" Instrument:\", header.get('INSTRUME', 'Unknown'))\n", + " print(\" Telescope:\", header.get('TELESCOP', 'Unknown'))\n", + " print(\" Date of observation:\", header.get('DATE-OBS', 'Unknown'))\n", + " print(\" MJD-OBS:\", header.get('MJD-OBS', 'Unknown'))\n", + "\n", + " \n", + " # Set flux unit to erg/s/cm2/Angstrom\n", + " flux_unit = u.erg / u.s / u.cm**2 / u.Angstrom\n", + "\n", + " # Fix CTYPE1 to read spectral axis\n", + " if header.get('CTYPE1') == 'LINEAR':\n", + " header['CTYPE1'] = 'WAVE'\n", + " \n", + " wcs = WCS(header)\n", + " spec = Spectrum(flux=data * flux_unit, wcs=wcs)\n", + " check_spectrum_plottable(spec, raise_error=True, show_plot=True)\n", + "\n", + " # set header keywords\n", + " header.set('SIMPLE', True, 'Conforms to FITS standard')\n", + " header.set('VOPUB', 'SIMPLE Archive', 'Publication of the spectrum')\n", + " header.set('OBJECT', \"ULAS J124425.75+102439.3\", 'Name of the observed object')\n", + " header.set('CONTRIB1', \"Guan Ying Goh\", 'Contributor')\n", + " header.set('DATE', date.today().isoformat())\n", + " header.set('BUNIT', str(flux_unit))\n", + "\n", + " # make new FITS file with correct keywords\n", + " add_wavelength_keywords(header, spec.spectral_axis)\n", + " add_missing_keywords(header)\n", + "\n", + " # save new FITS file\n", + " out_filename = filename.replace(\".fits\", \"_SIMPLE.fits\")\n", + " out_path = os.path.join(output_path, out_filename)\n", + " fits.writeto(\n", + " out_path,\n", + " spec.flux.value,\n", + " header, \n", + " overwrite=True\n", + " )\n", + " print(f\"Saved {out_filename} successfully.\")\n", + "\n", + "\n", + "\n", + "\n", + "except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\") \n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: TELAPSE = / [s] Total elapsed time (s) \n", + "a floating-point value was expected. [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 55321.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Test ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I_SIMPLE.fits\n", + "fits_path = os.path.join(output_path, \"ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I_SIMPLE.fits\")\n", + "spectrum = Spectrum.read(fits_path)\n", + "check_spectrum_plottable(spectrum, show_plot=True)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/convert_xshooter.ipynb b/scripts/spectra_convert/zhang18/convert_xshooter.ipynb new file mode 100644 index 000000000..4281d8ecf --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_xshooter.ipynb @@ -0,0 +1,1438 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading spreadsheet from: https://docs.google.com/spreadsheets/d/e/2PACX-1vS_VuhqnOHq9Zqu2GOcPSJks6Te161VaGJVkkN1EJYVplDqoBHgK2N1yTuD7MDPcwyI4BPUB0x2gKKo/pub?output=csv\n", + "\n", + "\n", + "============================================================\n", + "Processing row 1/95: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 2/95: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\n", + "============================================================\n", + "\n", + "Processing file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\n", + " Data already 1D: (24517,)\n", + " Saved to SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SIMPLE.fits\n", + " Smoothing with width=51\n", + " Saved spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SIMPLE.fits\n", + " Saved smoothed spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 3/95: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56705.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 4/95: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 5/95: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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JEurZs2eaz8Pz2/FzcUkEYziRPS4uTrPcvn3bjDMBucBoOAAAsGiwxIERj3hT44CCJ899+vSpqK/EBSqtiVuvKleuLLrLtPOk+HaNGjUkH7t8+XIR0HXu3DnN57lz547IWcqdO7fRbTgh3NfXV2cBJULWEgAAWDBYKlCgAF28eFFnXdasWUVZAS5a+dFHH5G1cdkAruH0559/imPhZGxuNeLRcaxr166i1cdQF1yrVq0oR44cOusTEhLoq6++EoU0b968KQKvli1bUkhIiChJAPI3bfMlavzDXkpIfG32Y+NevCsrAQAAkOFgqVGjRjq1iNSyZMlCW7ZsEUUira1du3Y0ffp0kVxeoUIFCg8Pp82bN2uSvnk03r1793QewzWY9u/fb7ALjrv1uNhmixYtROFN3oZbr3g6F1nXWpJvapjN/bL7Ol2OfkpLjFTmvngvnvZceWDwvja/mjaKEgAAnJvJCd6c0Hz37l2D93ELE9cw4oRva+vXr59YDOGkbH1cDsBY4rm3t7cI9EB5HiYk0v24l5rbb5IN/42bztwnuR9+b/BD3VzRJQcAABkMlrhQo1SxRg6Y6tWrZ+ruADKkyoTtFknW7jr/KF2LSaBdQ+qTl4cb/ioAAJD+YEnbsWPHaNeuXRQTE5OqSCVX2QawpviXSRbb176rD8XPE7eeUK2QAIvtFwAAnDhYmjRpEn377beie4tzhbTLBVizdAAAm78/gsatv5DqxXDByDYAAJBLsDRz5kwxF1v37t2tc0SQJmfO7zYUKDFDcTrnNZkKYT4AAFhsbjiej61WrVrmPgzA5iZu0C11AQAAYJNgadCgQTR79ux0PRnYzpNnr+iHbVco8pF1i4XKmfZoOQAAAJt1ww0ZMoSaN28u5k8rVaoUeXh46NzPc8WBdc3de4M+rVeEsmdOmZPPkKErztC2C9G08OBNOj26kcP/SQzly6mcusMSAADs1rLUv39/MRKOizhyRWw/Pz+dBWxj/AbDuTtqR248Ej/jXlhu5JicZTjnCElLAABgqZYlnmpkxYoVonUJ7OfO4xdWfw4u2KjkEY5GapEa9H9/naD/+tak4rmyWvOQAADAGVqW/P39RRccyFtGg5y1p+9S1Ynb6cStx6QEGY3pnr58TY1/3Guw2vtTC9Z1AgAAJwiWxowZQ6NHj6bnz503cdgZ9F98ih4mvKJefx4nJbBU+9dX/53R/P76TTLtvfKAyo7ZSmPXnbfQMwAAgMN3w82aNYuuX78uClIWLFgwVYK3LeaHA9sxNueaErxOx7H/d+IOTW9bnpYdv03DV5wR88axBQdu0ugPS1v+IAEAwPGCpVatWlnnSMAsGOmVdrcjT2GSHtcfJNBQrRYmAABwbmYHS9wFB44755qvl25LoVJYMg+9wfd7LLczAABwvpwlnkT3yJEjqdbzuuPHlZHfAqn9vvcGlRuzlRYfjcTLAwAAkJFg6fPPP6fbt2+nWh8VFSXuA3kMize3pWXixpSpQUasPKu3H2WUDlDGUQLI3/j1F6jV7AP06nWyvQ8FQLndcBcuXKBKlSqlWl+xYkVxHziXcesukLenK1UJ9qcbD59Rz9qFSA52X46x+D754uHpbvb3CwBFmbc/QvzceuE+fVAuj70PB0CZwVKmTJkoOjqaChcurLP+3r175O5u9u4gnWw1Rs1Q3SG1e3EvaP6BlA9Wouvi3/L5/KhKQX+yt+4Ljll8n8W+3URDmxSnz+qHWHzfAHKj5JGwAJZm9tfkRo0a0YgRIyguLk6zLjY2lr7++mtq2LChpY8PZMxQM310fKLyM7wlTNt82SbPAwAA8mF2U9D06dOpbt26FBwcLLreWHh4uKi79Ndff1njGMEMtx8/p8jHzzOUwxN+O1YnZyk6/iUFZMlEbq72yQziFqyHT19R2XzG5x5EzhIAAMgmWMqbNy+dOXOG/vnnHzp9+jR5e3tTjx49qEOHDqkKVILt1Zm2K8P7mKg1SS9PxBs6aQfVKRpAf/UM1dnOxUYhSo3JO8XP7YPrGd3m29XnqGO1AqKBSSlJ6QAAoAzpSjLKnDkz9enTx/JHA7K17+pDex8CnYt61/VryIaz92jChgvUtUZBmx0TAAA4PgztUShDidf3416m+Rjtx128F28wAEmrLIGa3BpwJm28KHKmvtuCvCIAALAcDF9zIC1+3m/0vuRkFbX+9SBl9XKnRf+rRklvVNR05j5x34VxjXW2PZ7OaULsLekN6sIAAIDloWVJoQw1/sQ8NT4SLeLRM5G4zd1pHCi9fP1Gc1/8i9cWPTaeW+21mYHL1einNGH9BXqYkEhn7sRS2zkH6VSkeUEbhjoDAIA1oGVJweKeJ1Hi6zcU6Otl1uP0u88GLj1lsWNaefIO7bgUQ+8Vz0kLelQz+XGNftwruv840Dp4/RElvk6mj345SDenNDd5HwiW7OPB2yA9Z9ZMdjoCAACZtSzxVCd37tzR3D569CgNHDiQ5s6da+ljgzSUH7eVqk3aIYImc2nHS4dvPLbYa82BEtt1+YFZj1PnSZ2NiheBkiGxz19J7gM19OxTa6vqxO1i4cAdHIepuYsAzsDsYKljx460a1fK8PT79++LQpQcMH3zzTc0btw4axwjGHA+Kl7z+7UHCU7xwTc1jYKQaFmyvacvk3TKTAAAOCKzg6Vz585RtWop3SvLli2jMmXK0MGDB0XdpYULF1rjGMGAVxlIZuZWpfTUIjI3D8nSXiS9ydD9YHk67yMHCMgBACwSLCUlJYn54dj27dupRYsW4vcSJUqI+eHAPsauO2/152gyc5/odpmx9TKduPXEKqUD5FaOAKS5pjNW4mT+z/89KTn3oCVtPX+fus4/SjFPpctr2MKjhEQavuKM2QMYAEBBwVLp0qVpzpw5tG/fPtq2bRs1adJErL979y7lyJHDGscIJlhw4GYaW+helNITk1yLSRAT587aeY3a/HoQfxcQU+uoJZsR+PyxP4I2nLlH5+++6062pj5/naC9Vx7QhPUXyd5GrT1PS47dFgMYAMBBg6WpU6fSb7/9RvXr1xdTnJQvX16sX7t2raZ7Dmxr0aG0AqXUXSfpbcHhgMmWniVatqyBpeaqcwbc6jNy9TlaeCDC6DYJWn+f9DQS2bo2FpemsLfrNv4/BAB2KB3AQdLDhw8pPj6esmfPrlnP05/4+PhY4JDAXGvC7zrsi/b0pfyCpdO34yi3nzc5uiMRj+mvw7fE791rFTK4jatW1J2eDjVrzOPHAZiHm6vDDnQAAIUUpXRzc9MJlFjBggUpMDCQrG327Nniuby8vCg0NFSMxDOGE85TWlHeLfw4/W/Po0aNoty5c4tJgcPCwujq1avk6Gw1Ca65XCRaLuTij303yBkkmBCoav+90pN/xI+/8SCBfttznV68yniC/ooTd6joN5to41nD+ZPmdBVaiwwOAQAcuYL30qVLafDgwTR69Gg6efKk6AJs3LgxxcSk1PYxxNfXVySeq5dbt1K+KatNmzaNZs2aJfKwjhw5IiYJ5n2+fGn/RFBLsVZXhzmtAlyVmy+I5o6oC5uxh+RGDl05cuGqleGd3iDg/e/30ORNl2jGtozP6ffl8tPi52f/nDR4P+IUAHD4YGnGjBnUu3dv6tGjB5UqVUoEONz1N3/+fMkLeq5cuTRLUFCQzjfhH3/8kb799ltq2bIllStXjhYtWiSS1VevXk2OYt3p1N106e39SG97VIufD4gL4uJjt0npnKX4pSnvERcjLW81J++g21rJ36awyZyETvK3s4S/33bBAoCCgqVXr17RiRMnRDeZmqurq7h96NAho49LSEig4OBgyp8/vwiIzp9/N8Q+IiJCFNbU3qefn5/o3pPap9LwfHC3H79LSs7IcO2L99+NXlp18l0ld1NxwrDSSwe8RD0nDe13kvptNWHDRbob95ImbLiQ5mtp67+3HLrh9EsaaBf2lBMOXi/YaLQigNwpJljipPI3b97otAwxvs0BjyHFixcXrU5r1qyhv//+m5KTk6lmzZqa6VrUjzNnnywxMVEkuGsvcrbqVBT1WHjMIvs6p1U5fPrWK5Lbnr0TR45IasJiR2JKIKMde6j0mm3Mrahui7hJDqGS9uvEJQ16/nmc5OoBupwB0j+R7rFjx8SUJ5wrxAGIfleZXNSoUUMsahwolSxZUpQ+GD9+fLr3O3nyZBo7dqyFjtJx3Xz0jMrm8yNHdDTiMVUr5G/vw5AV/UYbUxpxbD3QwJRWVW7pyerlQbZ8LwGAg7UsTZo0SXRTLViwgI4fP06nTp3SLOHh4dY5SiIKCAgQo/Cio6N11vNtzkUyhYeHB1WsWJGuXbsmbqsfZ+4+R4wYQXFxcZqFJxdWkpdGJqq1NJUDjdLT98lvjtNNa6nWJ/0uLmN/f1tV7Tb43Gncv/RYJJUds9VpRjwCgJWCpZkzZ4qurYsXL9Lu3btFC5N62blzJ1mLp6cnVa5cmXbs2KFZx61afFu79UgKd+OdPXtWlAlghQoVEkGR9j65S41HxUntk6d74VF22ouSlBm9RbbDl5WQswSGqUwMiuT63mPDVpzV5F1Zi5zPHwAs1A3HSdW1atUie+CyAd26daMqVaqIauE8ku3Zs2didBzr2rUr5c2bV3STsXHjxlH16tUpJCSEYmNj6bvvvhOlA3r16qUZKTdw4ECaMGECFS1aVARPI0eOpDx58lCrVq3IkT16Zv28G8Q9Tt4NZ8JjnDE4RqwE4ATB0qBBg0RhSA5UbK1du3b04MEDUUSSE7ArVKhAmzdv1iRoR0ZGimBO7cmTJ6LUAG/LRTS5ZergwYOi7IDa0KFDRcDFFcg5oKpdu7bYp37xSkfTfu5hqz8HLgrKZn6XqPG/OCd733r0jArnzGLX9wVadQDAJsHSkCFDqHnz5lSkSBERdHAekLaVK1eSNfXr108shnC3oLYffvhBLFK4dYlboHhxJnee2G9+swPXHlKQrxeFBGZJdR8KPirX42fGh8D3X3JKTJzLrk1smuEip1zt29vTLR1HCeZwwoY/AMvkLPXv31/kJxUrVoxy5Mgh6hJpLwBp6fTHEZ3K3Nq5LUlv0B6l1Cvlnwdv0olbjw224qgDJfYw4VWGi6yWHLWZft9rfhK2HLr97JngDgA2aln6888/acWKFaJ1CUBK/8WnyN/Hk2oXDZDcbsqmS3ghHcDr5GRq8+u7UYLGQgLt1kNjwQsXQ+TSE83KpgzGePA0kYb+d5o6hgbToKUpo24nbrxIvesWNusYEacAgE1alvz9/UUXHIApOs87kuY2v6WjhQCsL6ONMKaMhjOWF9Vs1j4xv5u6pYqrge+6/IB6L5JvAUcAcFxmB0tjxowRE9k+f27evE8Ahly+/9RuL4yhnCmwfkD143bpyu/arkQnaFqWNM+p9aRd5h1RXE0kdMIBOEE33KxZs+j69etiBFrBggVTJXifPGl4tm8AQxr/uNduL0yebN60/ovaVGLkZrsdgyPODZeWHZdiNL8vORYpGXip92msu47nPeSlVx3zuuMAAKwaLDl6/SGwvIPXHsryZeXrr5eHvEdUcVeWOaPErKX7gqM0pXU5yuWnW1JDKkA6fTuWhv13hr5qUtzoNosO3ZJ9ZfdXr5Pp1ZtkypIpXbNDKZoM3noAsmD2/37uggMwx4V79plo2M3VxezJXOUk8fUbaj5rP5XL50czPqlg0+feev6+mORVbfflB/Tt6nP0R7cqJu8j/uVrWnr8Nj1+btrot9cSfyvti3ZK4GS7v2utqTtFN+DZMY0sM2ecct+SAE7L7JwltRMnTtDff/8tFp4XDsAYY+UAkt5Yd466rF7uiv7WzAHKtZgEWnkyyiL749pEOy5G08ukN2luqx0oSc1Ab8pryCPbTBF+O1b8PBcVp1mnehtZaLeu6c9BZ23qfKnzJp5HWpwtVuL3G08W/NrK/98BZBUsxcTE0Pvvv09Vq1YVNZd44crYDRo0ENW1AfTdeWJ4MMDvVk7MTUpjwmCZx0o6XVyzdlyl+3EvM7S/L5eHU88/j9PXq85m/IAMMBbERMWaVwC1xc/7Nb/HvUiiOXuuU7TWuUu1QKXl8bP013jiwDXyEQa2mKvfv6fExNMzd1xN92sPoLhg6YsvvqCnT5/S+fPn6fHjx2I5d+6cmICWAycAff8ceZfEq+3IjXcFDK3h2SvpFhQ55AKZasa2KyaVYZCy8ex98dNYS9XKk3eoza8HKeap4aAsrRBl+8V3idsZoR0LTdt8WdThuhxt/qjJ6PjU5xH5OP3BDndD1v1uV7of76y2X4wWPxceuGnvQwGwXc4Sz5u2fft2KlmypGYdT3vC88U1atQo/UcCTmfPFbREmtuyYU2Dl522e5HQnguPWWxfoZN20JaBdeng9YeySrpHBW8AJwiWkpOTU5ULYLyO7wNQChet3KanL19bLCGcu3p6LDxGH1fOR12qB5MSPNLKR0p4+drgNrZIFdIuKyDX0hT8OiioUTJD7DkKEUDR3XCcrzRgwAC6e/euZl1UVBQNGjRI5C0ByFmtkBya39UXvCV9qlPtkABa9VlNs/ZlLFGa84t42PzI1edIKSpP2G5Wy8iV6KdWT9CXK0dN0L79+LlZBUMBnInZLUs///wztWjRQhSkzJ8/v1h3+/ZtKlOmjBgZByBHHaoVoDx+XtQxtECqwKB0Hj/6u1eo2fvkuctK5PJNtf75K8MtM+Y4cuMRfbksZQ40SzCn6yetLf89GknfrDpHDUsFUR8z52azljFrz9PGs+8m65XCifL69aLMfy0z0A1H8tT614M6ldK1RyMCODuzgyUOkLhKN+ctXbqUktvA+UthYWHWOD4Ai8jt50VfNCiqs65GEekJfu2p3dzDFt3flvMpSbYZcevRM9Gapm4x23YhWjZTxiw8aHry8IlbT0Ttp0oFsolA2VyOGj7oB0oAkM5gKSkpiby9vSk8PJwaNmwoFgAl0G5Y2Tf0PToS8ZhaVchjsX1qW3b8DsnN7ssZzwXiIpP6U8P8uvs6Kc3n/76bkunmlOaa3zNamsFUNi4TBaA4W8/fF7W5RjQrKXJJFZezxEncBQoUoDdv0i5qByAn2t0J+f19RPK1u1vqt785AdSmcylD8S0t1sSK1+bABdqwq9FPad7+CDGlybTN9hsFCAC6RXH/2B9Ba8ItU5DXLgne33zzDX399deivhKAo5nUuizNbF/B7NIHXNPn78O3LJKvdDfW8i0cNx5at+yAUjX8YS+NX39BBEwv9BL2lx+/Ta1mH7D4cyopD8iSo+FUFk5G/27LJXQdOrjo+ERlJ3hfu3aN8uTJQ8HBwZQ5c2ad+zmfCUBuTG1Z8fF0p5YV8tKAJeFm7bT1LwdFpWpLTYlhacduPjF524cGpjVxdGejUqZa0fbVf2fsciyQtrZzDtH9+Jci/2xJnxp4yRTq/N048eWQB4uojVt3QfP705dJpNhgqWXLloqqfAyQHoPCitEPaQyjVhmY0sMSuUGWZm7wcyoydeDg6NxcXU2euwxdmuljyasGB0qMcw9BudNgNZ+VMrXRpgF1qGRuXzF5+PwDEZptftl9nYY2KUGKDJbGjBljnSMBsCJzuwAGhBWlA9cfiiRDY55YIbfIGnovOm7vQ5A9d1cXem2jVEwEW3gtgWjI8pQZA9iNB89EsCTn/xtm5ywVLlyYHj16lGp9bGysuA9ALjK5m/321tGnjvT7+fZj8yaItRdDLUUxBuZNc2bHbj62WsI+gJKtOnWHzkXFmbQttwwlmzgLgvboUyXk8Zl9Nbl586bB0XCJiYl05478hkyD8/LQHu2Wjq8sYaWCaOugulQqd+rCk0pXbdIOinyU/kllHc2dJ8oIfEE+1p2+S3+aUd9LifZffUiDlp6mD35K6S6TwvlFZcdspba/HTKpsOtNhX3+mNwNt3btWs3vW7ZsIT+/d8XcOHjasWMHFSpUyPJHCGCBqtXp/d5SLCgreXm4Ss4D55/Zk5Roz9UH1CWHMuaukxMlfAu2FKSnGvfF4lPiZ91iOalQgO5AJ0dx6X68WYHVq9fJIuk+LbsvP1Dc+83kYKlVq1biJyd3d+vWLVX9JZ7+5Pvvv7f8EQLYmdSlccTKM/Rblyo2PBqQoxev3pC3p5tJ28o5LwPMx1+YHDVYyqj7cS8pcyY3yurlkWo2AKVN3GxysJScnDJShFuPjh07RgEB8p0qAoDZ4ppkiWlEtPE3s8EmzAkX/zKJsmZyz/DIVM5FGLlGORP+ytGoNedo0aFbYiLmigWy2/twZMtRY0Rz5l1Umox8vsQ8fUnVJ+9IVSmfg8u/Dt/S2Vb9El64J8/SK+nKWYqIiEgVKHFyN4DcaH+GZeTzzJafhctP3KZL95+mWZuk3Jit1PfvExl6Lv4Y7PTHEacsFWBJHCixH7ZfTfc+us0/qik/AcpiYj6z0wk38rnCo3OvP3hmdJoThwmWpk6dSkuXLtXcbtu2Lfn7+1PevHnp9Ol3QwFBWb5tXpJWflbT3ofh9J48S7scwcQNFy3WqhX3Qj5F35yFoZYIrgY/fIV8i2D+d+IOdfz9sNGpeE5GPhFVte3txoMEUU3flpIduGUpI1RG1kvlNMn5lTQ7WJozZw7lz59f/L5t2zbavn07bd68mZo2bUpfffWVNY4RbKBXncJUqUB2qhLsON0IlkrEldt/4IPXU5fuANvZdPY+tfx5f6q8i4x2xzx4mijrmjj8vpu141qq+67FJIgK9nWm7ZLch4sNiq++//0eCp2U0vVjCI8AnbH1sugKyogkrQKmd9EiKJiS2C3l7J04gxNz8/8r7ddbMcHS/fv3NcHS+vXr6ZNPPqFGjRrR0KFDRS4TKNvgRsVISaoWzE596xUxen/xoKzi5wflc9vwqMBUFQtkU9yLNXBpOJ2+E0dDLTwdihxbKPQDnGeJunMf8lyIg5aaMDWQDVyPSXv+wxaz99Osndd0CiJm9G+lP6egJXA1eUvMM5lR5gS4f+yP0CmrYO7E1B/+vN/opLqcdmCNCcatGixlz56dbt++LX7nFqWwsDBN9Geo/hKANdUrlpOGNzVcDp8/z9Z9UZuOft2ASuTKQK0kMy5i8h3LQbIpTDmtTTnN711rKLd0Qexzy3ZhyjBWSsVV74oxZdMlOmtiwUJrc3V1MflvJlWZ3145Szxoo+v8o6LLs9GPe6nUqC0UZ+H3mC3LKlw3kpdkyEuJgHPbhWgRkPb7N6VUg2KCpdatW1PHjh2pYcOGopI3d7+xU6dOUUhIiDWOEWxJAR/YUooFZdG57enuSoG+XnY7Hjnjb9j2oD1ppqvWaBuuuJ4vuzcpxeXop+kKdlQONDrq8A3zu4RNrfBsLhNiJVmPhpuz+zrtvfJAtHrx9B/sSMS71/dNskrcr8Q8w9WnoiTv/8mEz6L91x6SooKlH374gfr160elSpUSOUtZsqRcnO7du0efffaZNY4RnFxhiRomBfXuy+XnreiLkjNMUp3dSBFPPnVL5swFZs1ESsqRk+P7dfjKs3Qq8onRgMScOOFp4muavuUylRq9WbQWpIVHB/ZffIrm7r1O1SftoO1pPMac/zsJet2JGWGp4C+tIOiPfTdEy1M7EypkW4qlPo4GLg2XDKwjZTA4wOIT6XIByiFDhqRaP2jQIEsdE9iRHD+w3Yx8ZQwt5E/Ny+rmIjl+qOFYtFuWcvt5WzRYXNijGjWbtY+siad4UDtw7ZEowpfLz4sWH40kH083alkhr6Lr9fBF7KNfDhr8ezFzj/jnXdc0w8e1a+8YMnDJKTp28wmtPX1X3O6VxmNc9AIY/W45a7XIqGMl/vstO35b1Nriyv/mUqWxbtXb1pm0SovI1bWYBKpeOAcpldktSzztiaFl3bp1oqWJ6zBZ0+zZs0W1cC8vLwoNDaWjR48a3fb333+nOnXqiDwrXji/Sn/77t27iw9o7aVJkyZWPQewTKtSn7qFbdISI79LmLJIXeA4EF7etwbVDgmg37tWtmiwWyqP9ef047mw9Osl8dD1ESvP0oAl4aLrRJ+xmEgJ7zP9YMmaOFBK77EZSpb/ctlpk4q0HjGza1H9XFM3X6ZhK85Sox/2UnokvZYe8aX9WRfx8JkYPaYkLgr/Jmt2yxJPe8J/NP1vQep1/LN27dq0evVqEaBYEtd3Gjx4sChfwIHSjz/+SI0bN6bLly9TYGBgqu13795NHTp0oJo1a4rgimtE8ci98+fPi7pQahwcLViwQHM7UybbNt/Lidy+3M7tWoU+TW/xRZmdiynkXMHWGkICs4hv4X/3ChW3iwTq5pxZy5gPS9GYdResksek3drkaHPL6V/w5NIaxvXJNmsVNDTUM7b9om43Hndnff9JecqX3UezTj1hLA8K4VxHHoF1+f5TqlbIn5LeqOiP/Tfow3J56JWBoexz9qQe9m6O12l052m/9O9N3y1+Hvm6AQXZKSfzl93XRGvRlNblaIsJxSTlPJWJVVqWuPWoatWq4mdcXJxY+HcOXriUwN69e0Xit6GuuoyaMWMG9e7dm3r06CFypjho8vHxofnz5xvc/p9//hF5VBUqVKASJUrQH3/8IaZt4Ul/tXFwlCtXLs1i6SAPMnYxNYc1PrrTuh7wB4alhgtvOHOPHFmrCnnEzy0D69Kf/6uWqrvCz1t3DilTda5egD6tb7yEhBp3jZ0Z04i617LNpN/csmTyqEN5xB2yaVkyxye/HdKp0WNKGYYjEY9FC6Ah9+JS/maNf9xL7eYeFi2Ixb7dRNM2Xxb1pBp8v0ez7foz98watcb/x9efSelazMhIRPbDtitkTcb+2k9fJonXYuXJKPrgp32aSYUdmdnB0oABA0TQ0qBBA8qaNatY+PfvvvtOFKWsVauWaPHhAMqSXr16RSdOnNCUKhAH7+oqbh86ZFrC2/PnzykpKUlUHNdvgeKWqeLFi9Onn34qgj0piYmJFB8fr7M4CiV/67XFuWweWCfVurAZ7z44M/KM6cmpMPZhL1fqyWaL58oqyj7oS++1eEKrspQzi2ktwr56k3pa3ruT+N/CY1Rt0g46eP0hfb/1MvVZdFzh3XCWPWbO8bJE69RVvS8s+rs01B3Knhip3aN+H0bHJ6aZEB5+O5a6zj9i8D4+t6H/naZJG1Oq7nPtpM//PSmGwafVAqk+D3VBxgt3U19ndlyKMfq8F+/FU+Jr65TzeZn0rmXtSnSCrEcr2i1Yun79Ovn6ps4F4HU3btwQvxctWpQePrTsMD/eH9dxCgp6N+yY8W0ulGmKYcOGUZ48eXQCLu6CW7RokWht4m66PXv2iHIIUjWjJk+eTH5+fppFXaRTCXgovdKY81HqYuWgK616TbYe1suJxMaayPv+dYJWnbpDShKU1bpdCrb+vFYPd563L0IMj956IZpijFTqlmNRSn2/74ugiRtSui95GLt6iHt6cOFCnmj1SzMKRPIQ9F1GAgRtt5+kjK7ibjQOWIt8vdHgdq/fqEQXkn5Fb3O7jLhIqTYOiri1qcfCY7Ts+B2au/eGSDp/8erddSXxbY4Sr+fK4oaekUeQFf1mE/2257rBrkVjgSYngzeduY+6zDtqsMty/9WHGRrFp0pHmGyJRkl7dvuafeWsXLmyaEF68OCBZh3/zhW8uXuOXb16VXYBxJQpU2jJkiW0atUqkb+k1r59e2rRogWVLVtW5GNxVyJXIufWJmNGjBih6YLkRV2kE+TFHv+vnmt9GJorvcnq/MHMH/b8wcpJrI8SEkUTOedwDFqqrPkaG5QM1OlO6xhagDzcDL8uXzUuLn5WNqPcQNsq1v9cMvRnTHKg2VY5YOIghIexZ4S664a7cswZgs4BSFo6/5HS0tPkx320UyK44pFl//fXCao0fhsVHL5Bs77tbwczFEzwPsetv0C7Lz/QqR6uvce/Dt2iWlN2UrcFR6nud7topYFaRAsP3hQ/J28yXA37YcIrgzWM/jkSabT4Jnctdp53RBS/3HkpmmpP3UnHbqZsx61YXN5BPcxfu8UuKvZFqgru5uBjdaoE73nz5lHLli0pX758moCIg4XChQvTmjVrxO2EhAT69ttvLXqgAQEB5ObmRtHRukl6fJvzjKRMnz5dBEs8j125cu+qBxvC58HPde3aNdG9aAjnOCktCXx2x0pUtVB2qj1Vev4me/N0czWYPGmIrdIn9IOu3H5empwGOeDpJrQn1b2pN2eZknDAOKxJCU3+SYMSgaImj/68aVxD6fP3QqhjtQLk+zbPSZVGrtKs9hWpTrEAg/fXKRpA+65apjXcUN6ZKRdeBTQspdmtJZdj4dY7/hJxP51V6rmbiXOa0svQe+lcVLwYbac2c8dVTRCSERxAtqpovEQFPyfnNg1tUkJ0f6tbNrlFTd2N13bOITFq9d8jkaK8Ay/8JcTL4117Sq0pO8XP82Mbp+s4v9tymT4zIa/QYYIlzuu5cOECbd26la5cuaJZxxW9OYeIcQuNpXl6eopWLe4uU+9fnazNRTKNmTZtGk2cOJG2bNlCVapUSfN57ty5I3KWcud2nLnEJn5UhpqXU8b5ZM/sQVUK+lsk0VllxQk75UQ7ULLEhJZy4yLxtzVW4FJflkzuFKZVOVxfl+rBFguWZhhIun2dnOxU+YLWrtat7Ze3tZv08XQhGdHh98Nkad0X2Gb+VO3uKp7kmL+Aclfh8W/fpaCc0Co2yjrMPUxZvdzT/ByZsukSffF++mbr2H3lXUubwwdLjIMizvWxdT0iLhvQrVs3EfRUq1ZNJJI/e/ZMjI5jXbt2FSUBOKeIcQ7SqFGj6N9//xW1mdS5TVx1nBduARs7diy1adNGtE5xPhZ3J/K0LVySwFFwS4ip7P3tlnMF9C+OLuk8Vkv1b+vvhocQW4MpDWWca6Bs5jUHGms9tMSfllub1N2m2lOwWIMpMYO9/+9Zo8t4w1nrj+783sojwpRO3VKv/yVPf27DQybWl/rr8C2jifFp6WGjYFE2wRK35vASExMjWne0GRvGbwnt2rUT+VEcAHHgwyUBeDJfddJ3ZGSkpnWL/frrr2IU3ccff6yzn9GjR9OYMWNEt96ZM2fozz//pNjYWJH8zXWYxo8fr7huNineHun6MwsDw4rSj9tTmottRUHXDIsy5frDuQbORmWlfXzftjx9+s9J6lGroNWLm/KIKWekTrQGx7LewUucGGL2VZRbYsaNGydad7irytZzWXGXm7FuN/2k7Js3U5LjjPH29hbdc46uemHdUgnmXFTyZrPtxKaWeDtxzZ2/D0fSkLcJwBnFF9Ov/jtjcKg7vJvA2NQhxJbpysl4CNW0bG46NbIhZfOxdikBoldpVGdWWsuSNXGSsRIni7WnVrMPiDIMv3auJKZbufnIcJDKlb/BRsESF4JcuHAhdenSJZ1PCbamE9DK/APZxYxjNBZYjWtRhnrUKiQ5VYo5Pq6cjyrkz5Zq0l5LU3KFW64iLBUslc+fjU7fjhWvpTk4gHhjgSjC2CurnfNk78R9JZQOUDP1nZqeoIdHZ6nrG4F5LZc8jx8nauuXQlBT13sCGwRL3K3F04eAY5LL9AXm4rnFuKZN1xrBYgLNIjmzWDTYLJqOiTHhnf/61hA5EzxZrrlMnV9N6r2rMjGHyZ7kNMLSUn7bk1J7zxwIlDJmnMQ0PmfuOGd3sF3qLPXq1UskTINzsHXoJOYYTMezLuxRlfYNfY8alLRuoi68M6RRMc3vacXYHm6u6QqUuPXQFiOqmDK/JsiLdouGUr94Kd38AxEOG4iqVApqWXr58iXNnTtXU7PIw0O3v5+nQgGwNXc3V8rv/25CTEVSWC+crfIVW1TIKyqVq7vymKHPzPrFc9KEDehmsIUbDw13uTb6YS8NaBBC7aoWIHcz5rfgPCUuknjVSnlvADYPlnj0GI9CY+fOncvwAYBtpdVqY+/vgpWCs1MeM0odOBKZzlFqEmvWCBr1QSkxSIET7CuM22a01SIkEF2lttLmV8PzcXJX68g15+m3vTfMqmbPU3oAOFSwtGuXvCtAOxKehd7ubBA9FQ/KSpejn4rfJ7QsQ25uLhT/Momal02Zod6YTO72zTFxNly5t9bUnanqs1i7eZwn321ZQbdCsbGn612nkJiOo7VERWNIzdJdZneeZKwqNYDcuFrqP9qmTZtS1TOCjDF12g+LUukOB7cFTshW8/PxENWWJ7cuR7WLpkxN8X7JQM0UF9pqFM5hk+ODlOTnzJmMf7eyVrBkbISgt4fhQJmnSlnxaU2a0qZcOp7LeRkbag4AFgiWIiIiaOTIkVSgQAH66KOPRD4TWE5iUrJdh6cv71vTYt0rH5aXbiWSMiisGE1vW57Wf1HbaJDlCOR8Nms+ryWLbsM5nStToYDMNLdLFaO5azynlad7ykdbmby+4mcLE95/MpruzOaQjA1g4W64xMRE+u+//8SEuvv376c3b96IiWp79uxJvr4pH0xgGYkmFLIzpHQeXzp/N97gfYaCn1kdKhq83+/tBKUZxbkm09uWo4r5s4mZuFMdUxrNEl4ebmbX51EiOY9UMVQ6QTvwttW8Zk3K5BKLqf7uGUoHrz+iBm9bJ6V0Ci3gtAniti4uDOCwLUsnTpygzz77TMyhxnOy8WS2t2/fFtOL8DxqCJTsU/XXkH96hdLwpiVM3l6qO6t5ufS3CDUrm4uKBmah37tWEflFTcsavsjlyGLaZKiOLiHxNcmddlyrHSD1rVfEaNeYPWXz8aRmZXOblN/2v1qFaOVn72rIBWTxpFVatx0ZQiUACwVLoaGhYr60w4cP07Fjx6h///6aOdnAOhJfmz6aRP8CUTavn8nba1/0XPW+YXL+0JTWZdN1HD91qERbB9XVdInk8jU8yq10HtOP1ZEp4YJlrBUwX3ZvOjumESkZd+tWKpBdc9s/s6dYHBnXsLp4L55Wnrxj70MBcIxuuAYNGoiuN548l6c64dYkNN3KsxsuI2qFBIh6NiVzZTUaQJlD+z1i7P2ihCDBFpTWE6LdDefu6iryhfSFKbhIqCPWVOQvYGfvxNHRm4/pWMRjOn7rCT19Kf8WTQCmUkKwxBPOcrfbggUL6NNPP6UXL15Qu3btxH0ImpQdLLlpXaW50nKqZF4rX8RzOWldJX1KaMWY9nF56vv3CRrapDhpx0aG5s3bMrAuFc5p3fn0rMkRYqWnL5PoxK0ndPzmExEgcVFP/c+VzJ5uor7ZvqsP7XacAA6V4J0/f34aNWqUWLZt2yYCJ3d3d2rZsqUoG8BLpUqVrHe0Tia93XBS8Y2hb8tSQ8JtoVNoMN148EwkgjszOeb86OPk6ovjmojaR3P3XpfctrhW66RScZe2dlDxzIxCi/YQ8/RlSmAU8ZiO3Xwsutj0R/nlyOxJVQv6U9VC/lStoD+VzJ1VtAoWHL6BHB0PoPXxdFdEfiDIS7qvkg0bNhTLkydP6O+//6b58+fT1KlTxeg4UG43XEY1LBVE2y5Em/UYzmka36qM1Y4JLIsDJZZTr+6VI+IRoUv7VCcPd1eqkC8bFf56I8kpf+zWo+eaLjUOjgzVSyrg75MSHBXMLgKkwgGZnbo3gL+UbTh7T2fd923LU6GcmWnNqSh6kfSGlh1HDhfoynCTQvbs2emLL74Qy8mTJzO6O7BynSVtHm4u5OXuRp4Gck3MwXNy7b78QPxet2iAJlhy3o9jZXX78EX02M0nOqPAHia8mxDVmBbl84ountBCViwO6mL/ZPZQmRQ/ffM2GZuDInW32oOnuuUmOAbiivjVCnFwlLKgm/udsvmykZtefbZ+74VQm7elSTjBn2dOQLAE6QqWIiMjReHJtKi74KKioihvXkw3IPcK3mfHcJJ+xos7zmxfkcqP3Wqx4wLbWvZ/Nei96bs1rRLvlwg06WLBF50JrdI3UlKpwWvJ3L4iYLGFl0lv6MydOBEccbfaSU7G1us+4i865fL5abrUOPfIUvXRlMhQoM+fcer0g2zeHqkm+K0UnE1ve+nPQ34P5M/uTVvNbEEHJwiWqlatKuoq9erVS/xuSFxcHC1btoxmzpxJffr0EaUFIGMSkyzfpTkwrChN33qF2lXJL4o9WoL2h3MuP2+L7BNshy8O2u8F/SrvY1uUds4/h0q6dEKRnJlFy068BUeT7boUo+lW40BJ/wsTl/LgCuWiS62gvxi5aqn/x0q2b+h7dD/+Jd2NfUEDloSLdas/r0WrT0XRoIbFqOGMPRTzNJEal85FJyPftaKy2iG6uZJpfXX0dHOhIY2LI1hyMiYFSxcuXKCJEyeKHCUvLy+qXLky5cmTR/zOOUt8//nz50XL0rRp06hZs2bWP3InkKGcJSP/4z9/L4Qalc5FRXJadt63JX2qixnHeSoKaydBc05BwRw+5GgSZDiEm4PrbjUL2u35OTiwl7S6r3Z8WV9cnGtO2Wmx5+yx8JjO7YAsmahaoZTAiBdu1dDvRgKi/P4+YuEWOLUK+bOJhW0eWJfO3ImlukVz0vNX7/6fnRvbWFMHTs1Yw5I6wb+ugYEonNKQ9MYRxk+CMSZ9EuXIkYNmzJghAqYNGzaIaU5u3bolygcEBARQp06dRN2lMmWQpCuHCt5ptSIUMzB1RUZVf5vXcS0mgayJvy3+uvsaDQwrRo5m0kb5TbVhr1pD41qWFiMkqwS/KxJpK//2CqX5ByJobEvbf57xlwD1SDX+ybedORnbXNzi9nWzEhQSmCVVWY76xVOmvOHg//mrN1SnaIDBYFz79f6hXXkatPQ0/V+9wtS1RkHaf/UBtaqYVyTWaxv5QSkatea81c4L7M+sr23e3t6aEgFgfUocDWdtPBz9x/bv5rJzFPuvPpRls765sVKDEoG041KMyJ/JCL4w2UvNkACx2Dp4bFw6iH4zMkEwGLd9cF2dQKdP3SKSLxfXkuvfoKhJL2m5fNnoyoSmmtandlVTcncz6bVGfVIlv/hy66xzC9pKSje4fb482LfADlitzpIcKurJ4BAUUzhw2IozdnnuGZ+UT/VtOiOT4s5oV4E2nLlHTc2Y7FZJ9F8b/UafXUPq0/z9EfTX4Vtm79sZSjGY4tdOlVJSBUws0xASaPmW8s/qF6HHz14ZLbMQnONdusGRrxuIvDH97jxwLAiWZEyJLUvm9BhkzeROP3dCEdPJmy5RVOwLsjUu+dC6UsqQaaPMbErhZP+OoWmPnHVUPLzfJ1P6Eq4dcXqV9GhaNre9D4GGNkl7InLOd+IvOkFG5rwEx4JQ2FFzlmzUUlkiA1Waz45t7PRVu7n77d8jkeL1+LZ5SbIlUy7OuH6b95rpd8+Y9fcg58TdXErE+U65tUb/8qTE2hNLg2NBsOSo3XCgqO63rjWCqUYRyxY//KdXqOT9yUau/KVy+2p+R2uHeXhEln7pBVNplyVwJtx9FVooYzlucqDSqz3Ho+c+KJe6lWwCZitw7GCJ54M7ceKEdY8GbFrBG+xr0saU7rf8/t40rEkJKpHrXZBiCbVCAkQQZoz2tVn78t65+rvHZPFCT73Oa2bRvxCoWbvkiC1o/3/iWlhc9LeL1v+lY9+E0fK+NXT+f4EDBkt37tyhpk2bUr58+ejTTz+lTZs20atXaU+JAPKt4G0Nwf4+lDebt5hyAeVgjNt39QEtPprS/TatTXkxmTHXz+HRZJbkko6WJZ5UdXLrsqKSdzc7jkqTI/3WH0OtSIYS5Fd8WsOEfZPTGtG0JHWoll8EE9rD9vXxZ0uL8nlIjvTLEPDMCNpJ35zAz+UgQJlM/trIE+UmJyfTgQMHaN26dTRw4EC6d++eKFTZsmVL+uCDD8jfH28ER2xZeu9tfZKigVlEAu/xW7oVcPUvtHu+qk+uLi6oDyPV/faf4e43S18v+9YvQitPRdFTAwUvpS7OHaoVEAtIMxQYVcyfujaUr5eHUwRLXM+IR5GZm/Po5+NBk1uX07nvo4r5RI0j7alMuFI3ByFrT98lueH6SzsuRVNtrbIT5fNlo0algkT3bHrwaLwbD59Z8CjBJjlLrq6uVKdOHVGl+/Lly3TkyBEKDQ2l3377TVT0rlu3Lk2fPl3MDQf2zVlKb96EIfyN6OyYRrRpQB2a170qfdW4uOY+rihsKGBKa745Zx4mzcUn78a91HS/mdLak16cgBo+qlGa09Sg7qFpTPnr5MjimWqdKYUlLf23twdzz4FLBJgjo/NYWhO3InGdrC5arbF8vHO7VhFFK6WoK43rC3bAmQqcMsG7ZMmSNHToUNHadPv2berWrRvt27ePFi9ebLkjdGJyKh2Q1ctDBEF8gW2uNbT3m3SO4OLquY5g2se634bTsvcKd7/d1ul+s4adX9bT/G5seozSed4FugiWTKQy/0sJt57wPHLOgEeEHRrxPvWuU8ik7fNm83L4XCZDuJVe7eDw92nVZzUNbqf88NmyVI4wGi5nzpzUs2dPWrNmDQ0ZMsRSu3Vq1pjuxNKypjMB2JItX/bElXuPftPApG3jXybR8Lej37oZGf1micaFmkVyUGELz/0HKaq//ZvxSCf1nGD69Nes6VdLtCx5ukl/3DrChZHfv9ya+U1z6ZYUtTZp1PnSHoKv/X+jVkjK3yGjleLtJXe2d+eVJ5u30ZZHB2hsdBgY6iJjcmpZ0qZywKDHHMWCstCV6Hdz4GVyM60I4aQNKd1vBfx9aFjTEml2jaUXWoms55tmJUUeCc9ez3Jkke5OXtevNmVyN+394QjdcOaeAbdWp8fsjpVE3tIH5eSZ7J2eMhFc/f3xs0Rq8+shzbq2VfLRnisPbHx0YAjqLMmYEuosOeOFOX92vTwCF9O635Yce9v99nE58vE0/D3FWjPKz+ksXSndGYPe9OBu0151Cusk7DbRy7vRvgyWzedn+s6VHyvRqA9Na1EylXZMof3yZPPxFPMHckK5o+Aux8rBui1lnPIwt0tl8fv0tuXpF8x4YDeKC5Zmz55NBQsWJC8vL5FcfvToUcntly9fTiVKlBDbly1bljZu3JgqwucaUrlz5xYTBYeFhdHVq1dJqd1w6r5wawYxPCpFzS2dT5SR+cfsTf+U03oJtLvfutcsSNULW7b4pCmalMlNPm+7jgCs4cS3YaJb2pK08+ocycCwYuJnWiNOuXuOk+BvTmlOH1fOR83K5qbToxrR4RENaGCY9GTAlQoYThqH9FFUsLR06VIaPHgwjR49mk6ePEnly5enxo0bU0xMjMHtDx48SB06dBC5VKdOnaJWrVqJ5dy5c5pteGTfrFmzaM6cOWJ0X+bMmcU+X758SUrshvujWxWbJHtvHliHdnxZL92jU2oWcYwEb+ZiYvcbj2wZ2uTdSEI5cTeQewOmsdQXE6V3w+l3SYaVDJLc3pTgfYBWQOBIFc65aOX5sY1p0kdlzH4sl1nI5eclAi7u5lVPhq2vRy3TkuzBSjlLa9euNRoBc+tNSEgIFSpknT/SjBkzqHfv3tSjRw9xmwOcDRs2iBpQw4cPT7X9zJkzqUmTJvTVV1+J2+PHj6dt27bRzz//LB7L//l+/PFH+vbbb0WtKLZo0SIKCgqi1atXU/v27UlpwZL2bNjWlN5q0zzy48ydWGpUSsmz0uteHbmmlDF7tLvf2hjvfjO8Z8vSv9ZoHzYfW5d5R6l/A+lvq2DC64oXSfi9a2UxsXDIN5sMTuI8vmXagUJa/1+UzBIjYbmbl5fIx8/px+26PSKGPpaGNy0huo3rT9+d4ed2Nmb/tbhlhgOjVJVs367jn7Vr1xbBRvbsqYuzpRdXC+fpVkaMGKFT94m7zQ4depcQp43Xc0uUNm414mNjERERdP/+fbEPNT8/P9G9x4+1e7CUZF7OkpeH/BsKeeQHL0pmTjecdvdbqAndbx+WzyOKSNpa0aCsdPhr00b1gXW6lB2n3SQFXwuMtVj2rF0o3YUaITVuZdIOlrL5eIhq5/oq5s8m7gPzmX115ZaZqlWrip9xcXFi4d85wFi/fj3t3buXHj16ZPHyAQ8fPqQ3b96IVh9tfJsDHkN4vdT26p/m7JMlJiZSfHy8ziKH6U68PZCTYgtckZfleJtcKpUcfc/M7rf0lmJIz0W9/tvK7JDB19XRohywq3rFcoqfGZn6iFvwKxZI3VhxJfop3q/pZPYn84ABA2ju3LlUs+a7IloNGjQQXXB9+vSh8+fPi66t//3vf+SoJk+eTGPHjrX68/DohwFLwq3+PGAerg3DOQOl3lYvTytnxZTuN1vjopWoxWQZnBuy9UI0vVc85SKX3tgJQVcarw85h586VqTtF6Kp4dsvZabikXKf/XOSJrQqY/TzhtM0VHpfsF+Y2YNhTy5Kalm6fv06+fqmzlfhdTdu3BC/Fy1aVLQEWVJAQAC5ublRdHS0znq+nSuX4fwXXi+1vfqnOftk3BWoblXjhauXW0PLCnnN2t4LLUs2wUntdYrmTLPGjjndb2rWHMWo3QKGQMlyuLgoFyad162qBfcKzornEWxdKZ8YSGMOHil3eUIT6lw9WHI77RQaGc8eY9G6XJZg9jNXrlxZJEw/ePCuUBb/ztOecPcc46H3+fNbdgipp6eneO4dO3Zo1vHEvny7Rg3DM3rzeu3tGXcZqrfnRHQOirS34S41HhVnbJ8sU6ZMIjjUXuxpTufKokbH3C7WHwkH5rH26LdOoQWcolyD3AVm9dKMDE3v9UeJf50qwZbLS00LWt7Spl8AtXm5d1NTqUdcaieW+1hpuiVHZPYr9ccff4gk73z58mkCIm5ZKVy4sJjqhCUkJIgRZpbGydo8/1yVKlWoWrVqorvv2bNnmtFxXbt2pbx584puMnWXYb169ej777+n5s2b05IlS+j48eOiG1GdgDhw4ECaMGGCaA3j4GnkyJFiUmA+R6VoUiaXWMA+pFr0zO1+KxyQxewLLA/Bfv5KOU3p4DjSO6ILRVBt4+cOFcWow0rjt4nbxYKy6nxecSrBnqeoEG4Ks9/pXODxwoULtHXrVrpy5YpYV7x4cWrYsKEYncasFWi0a9dOtGJxEUlOwK5QoQJt3rxZk6AdGRmpOQbGeVX//vuvCNy+/vprERDxSLgyZd4NWeUWMQ64ON8qNjZWjOTjfXIOlpIprHUV3sqejorE+MbtGBypjhDIAzcIcJVzLmIZ9yJJMxL5v741aNWpKOoUGozpVKwRLCUlJYkq1+Hh4aJ+ES+21q9fP7EYsnt36toRbdu2FYvUm2ncuHFiAVAavr6iew2UAC2g9sMDUnhRq1LQXyx3njy341Epi1k5Sx4eHlSgQAExhB8A7I8ndTUVGi7knYSqxHal3FoXYGu3dqPlzfK4sUBtXMvSVngGx2H2/+pvvvlGdGk9fvzYOkcEACbrVrOggQrS6IS1p/L5/Khx6SBReNHRcUXoD8rlpoU9rDcSsFrBlMll21p43jnQDWDL5jVj0mcnZHbOEk8Vcu3aNZEEHRwcLOZS08ZztgGAbXi6u5K7qwslmrAtV+6NjjdlS8jot/XfDIxMrV4kB+298sChmpay+XjSzx0rWfU55nWvQkduPKY6xRxnPkm50C5VEvJ2Enaw4HQnoKzmVVCWjqEF6N8jkSZvz0mbV2MS0txufveqNGzFGRrauEQGjxDS44dPytNfh2/RrksxdPpOnFN/Jpnz8cT1hsLMLNAI5jMlVu9ZuxDN2x/hlC+v2cHS6NGjrXMkACD0ey/ErGBJn7GE79J5/Gj9F3XwKtsJFzHlObx4yglDwZKjJ+rj65u8Sz94ppFr17pSXqfOe0xXJiIPsed6S1zJWp27xN1vUVG2nwAUwNGY+3nkxJ9fiqTECw5PpWHJaCkwa9rV78E21cLndqlM87pVSVUvjqfb4vu0J+F1Zma3LJ05c4bCwsLIz8+Pbt68Sb179yZ/f39auXKlqHO0aNEi6xwpgJNqVSEPrQ6/a+/DACsHS3IOongqDUv483/VKDr+JRUNymqR/UHGNSptuKDxx5Xz4eXNSMsSV9Hu3r27mNJEu3Bjs2bNaO/evebuDjIowMj8ZP6ZzZtXCORrSptyBteXyZsyzQ6GVCuLse42OQdL6kKGczpXoqxe6a3aTVSvWE76BKPaHEalAtnou4/LUWZP47MYOG2wdOzYMfq///u/VOt5mhGuqg225ett+IMrJDArjfygFP3UoSL+JA46ncqC7tXET/1rLEoHyJvcgyJjuIhhkzLpb2Eq7+TdOEpQ4e3fqGaRHCYF+u+XCHSakg5mf0XgSWR5sll9PPVJzpw5LXVcYAHOUOfFWQTn8KFbj57rTKCbE3kfDuXD8nnIkXlLzKEI8vBHtyq0Jvwuta6Y16zHfde2PH32j2OXDTK7ZalFixZiahCe+kQ9HJRzlYYNG0Zt2rSxxjGCBIwwcTyGutX+7FFN4gHWPR6wLGN/rmZlFTIZNt5vDp3WwV+yTZ2j0uVtDQjOaVvQ3XqFSRUZLH3//feUkJBAgYGB9OLFC6pXrx6FhIRQ1qxZaeLEidY5SgAnVzAgs87FFGW0HKsbLmsmd8XURkOs5JxUadzv7eB5S2Z3w/EouG3bttGBAwfo9OnTInCqVKmSGCEHtocPLsB7QGmc8y+mkFgQwKD0DWsgolq1aokFAKyHpzJxpCRhkK8JrcrQt6vPpZqXrX+DohbZPwYeKJuLk3/umNQNt2TJEpN3ePv2bdHqBAAZd/Sbdy22pk5TUik4O156pZFBq0vn6sGp1i3uU51qF8WcbGDeW/jMmEZ04tsw5wuWfv31VypZsiRNmzaNLl68mOr+uLg42rhxI3Xs2FF0yT169MgaxwrgFLS/vXl5uOrkLRnq0tBPCP+sfhErHyFkhNK/nae3rhe64ZSvdJ6U2m6mVAbn6X2crhtuz549tHbtWvrpp5/EFCeZM2emoKAgUZTyyZMnor5SQECAKFZ57tw5cR84zRdSkJGfO1Y0WpcJ5EHlpJ8vCJaU/75tUykfvUx6QyPXnDd4vyNzN6dkAC8PHz6k/fv3061bt8RoOA6SKlasKBZX13RNNQcAGcj/0P6Q+qCcY9fqcQRKr7g+rGkJGrXmPHUx0G0Hjs3V1YW61ChoMFhydGYneHNw1KpVK+scDQCYlBSLb+nKpaRQydD7rGuNgvRe8UDKl93bvH2hHRzSwOVRNp6971ij4QBAHtwQOSme0rrT8/v72PsQwAH5ect3TlP0mymckr6lguVk93lXYXdm+4qi8u60jw1PuAvyYqgXzin+HystIgTQgmAJQIG0J7osm8+Pjn3TALO5K4SSAiNLVhVHrKRMdd6WjmhW1vxJlEMCs4ifvl7uin+XIFgCsMR/JBf7XsSUMlUGKD/BG5zLov9Vo0vjm4jWa33aHzs5DMwnx/PFfVIlH638rKZmXe0Q43W75PwxZnaw9PLlS6P33bt3L6PHA2aS8XvLqWweWNcq+5XzhweAObKa3LoAcsJfxLz0ypH8X93CFJzDR6eQadGgrDTqg1I0u2Mlndy2aR+Xp5DArCa9D6oWzO44wRIXnQwPD0+1fsWKFVSuHHImwDkVC8pK3zQrqbOusFYRSQApjhwTcy5dleDsNKRRcXsfCljIiGYlafeQ+qL4pLb/1S5EzcuZ313nkAne9evXp+rVq9PUqVPF7WfPnolilF26dKGvv/7aGscIoAj6rUCNy+Sy2XOBcjhbL9wnVfLTf5/WdLiKzs7OJZ0fQvz+716zoPi9aZlc1KBEoCa/Sc7lJcxuF/3ll1+oefPm1KtXL1q/fr3oesuSJQsdPXqUypQpY52jBHAiznYxdTYqRaV4A1jeN81LUqNSQWIey8SkZFp+4ja1KJ+Hzt+Nl+3Lna5O5KZNm1Lr1q3FnHHu7u60bt06BEoAeuT7HQnsCcEwOLOaITnIw82Var5N9OZ8qF51Covf5Rwsmd0Nd/36dapRo4ZoVdqyZQsNHTpUTIPCP5OSkqxzlGCUjyeSJh0NutgcG4IlcEb7h71HM9tXoE6hpk2T07pSXlJ0sFShQgUqVKgQnT59mho2bEgTJkygXbt20cqVK6latWrWOUow6od25fHqyIS7Xv0AawY9uOACgJLky+5DLSvkJTepOitad33ftrymxpMigyXOWVqyZAlly5ZNs65mzZp06tQpMVIObEt7SCbYV9sq+alYUEoRNgBjkLMEYFoCubdeyQJFBUs86s2QrFmz0rx58yxxTACKlDmTO20dVC/D+0GrkWNrUymfvQ8BQJZK5Moq2zkIzU54WbRokWQkaCyYAnA21hwGi7wm5fq4cj4xTPqjXw7a+1AAZCW3nzdtG1SXfN/WWxoYVpTm7Y8gRQZLAwYM0LnNSd3Pnz8nT09P8vHxQbAEACCBv1RWLCDfSsUA9lQ0SLvatwdVDs5OJ249IcV1wz158kRnSUhIoMuXL1Pt2rVp8eLF1jlKInr8+DF16tSJfH19Rb5Uz549xXNLbf/FF19Q8eLFydvbmwoUKED9+/enuLi4VB9c+gvnZAFkFFp/wPT3CgpNAMiZRcadFy1alKZMmUKdO3emS5cukTVwoMQFMLdt2yZas3r06EF9+vShf//91+D2d+/eFcv06dOpVKlSdOvWLerbt69Y999//+lsu2DBAmrSpInmtnbyOgAAANiHXL5GWKxIDxen5EDEGi5evEibN2+mY8eOUZUqVcS6n376iZo1ayaCoTx58qR6DFcT5/nq1IoUKUITJ04UAd3r16/F8WoHR7lyWW9qCgBzYLQUAEAKuTS6mh0srV27Vue2SqUSLT4///wz1apVi6zh0KFDIqBRB0osLCyMXF1d6ciRI/TRRx+ZtB/uguNuPO1AiX3++edi+pbChQuL1idutZJqFk9MTBSLWny8fKuOgv3I5P84gMm4ts2Xy0/jFQPZcJHJJ6nZwVKrVq10bnNQkTNnTnr//ffp+++/J2u4f/8+BQamTLanxgGPv7+/uM8UDx8+pPHjx4uuO23jxo0Tx87J6Vu3bqXPPvtM5EJxfpMxkydPprFjx6bzbACU960KnEObyvkoX3Zvajf3sL0PBUBWzA6WkpOTLfbkw4cPp6lTp6bZBZdR3PLDk/9y7tKYMWN07hs5cqTm94oVK9KzZ8/ou+++kwyWRowYQYMHD9bZf/78+TN8nOBgEOmAAmGaX5AVF5IFu04s9uWXX1L37t0lt+GuMc4niomJ0VnPeUc84i2tXKOnT5+K5G0umrlq1Sry8Eip32BMaGioaIHibrZMmTIZ3IbXG7sPwIk+PwAAnOKzzqRgSbsVJS0zZswweVvuvuMlLTxxb2xsLJ04cYIqV64s1u3cuVO0cnFwYwy3+DRu3FgENpxr5eXlleZzhYeHU/bs2RURDDUri6R0ALAsVJAHOXFxUVCwxPO+2bNWSMmSJUXrUO/evWnOnDmidEC/fv2offv2mpFwUVFR1KBBA1FhnCf05UCpUaNGomDm33//LW6rE7E5QHNzc6N169ZRdHQ0Va9eXQRSXJZg0qRJNGTIEJKz/u+HUP0SgVQ6j6+9DwUkpPd/Ay5WAADyYlKwtGvXLrK3f/75RwRIHBDxKLg2bdrQrFmzNPdzAMXFMTk4YidPnhQj5VhISIjOviIiIqhgwYKiS2727Nk0aNAgMaqPt+OWMQ7K5MzV1YUqoQKwU5DLSBBwHihdAXLiIpPPQJNzlm7cuEGFChWyW6VZHvlmrAAl4+CHAx61+vXr69w2hFurtItRAjhi8zHIH94rAMYnKJcDV3OqdD948EBzu127dqILCwAM83AzezYhALtzReQGMjK2ZWkqk9eXZnxS3q7HYfKnuX4rzcaNG8UwewDQNbhhMSqV25e61gi22ktTMCAzXnawiirB2aligWzUumJevMJgd3mzedP6L+pQ60r57Hoc8mjfAnAg/RsUFUt6SXUeHxz+Pj1/9ZoCssh/tCYok7ubK636zDqzMQAolcnBEucq6ecrYaZsAOvS7xHJk80bL7kDGpiB4BoAZBQscTccF5BU1x96+fKlmEctc2bd7oCVK1da/igBABxU0cAs1L1WIXsfBgBYIljq1q2bzu3OnTub+lAAADAiOIcPXhsARwmWFixYYN0jAQAAAJAhjG0GkBkPNxRoAgCQE4yGA5CZfNl9RNkBLsaGWk0AAPaHYAlAhsa1LGPvQwAAgLfQDQcAAAAgAcESAAAAgAQESwAAAAASECwBAAAASECwBAAAACABwRIAAACABARLAAB2pFLh5QeQOwRLAAAAABIQLAEAAABIQLCkQEG+XvY+BACwEBdMBQggewiWFKZjaAFqWzmfvQ8DAADAaSBYUpixLUqTuxv+bACOAgneAPKHqy4AAACABARLAAAAABIQLAEAAABIQLAEAAAAIAHBEgAAAIAEBEsAAHZUPn82vP4AMudu7wMAAHBG2wbVpT1XHlCXGsH2PhQASAOCJQAAOygalFUsACB/6IYDAAAAkIBgSWFQ7RcAAMC2ECwpjKc7/mQAAAC2pJgr7+PHj6lTp07k6+tL2bJlo549e1JCQoLkY+rXr08uLi46S9++fXW2iYyMpObNm5OPjw8FBgbSV199Ra9fv7by2QAAAIBSKCbBmwOle/fu0bZt2ygpKYl69OhBffr0oX///Vfycb1796Zx48ZpbnNQpPbmzRsRKOXKlYsOHjwo9t+1a1fy8PCgSZMmWfV8AAAAQBkUESxdvHiRNm/eTMeOHaMqVaqIdT/99BM1a9aMpk+fTnny5DH6WA6OOBgyZOvWrXThwgXavn07BQUFUYUKFWj8+PE0bNgwGjNmDHl6elrtnAAAAEAZFNENd+jQIdH1pg6UWFhYGLm6utKRI0ckH/vPP/9QQEAAlSlThkaMGEHPnz/X2W/ZsmVFoKTWuHFjio+Pp/PnzxvdZ2JiothGewEAAADHpIiWpfv374t8Im3u7u7k7+8v7jOmY8eOFBwcLFqezpw5I1qMLl++TCtXrtTsVztQYurbUvudPHkyjR07NoNnBQAAAEpg12Bp+PDhNHXq1DS74NKLc5rUuAUpd+7c1KBBA7p+/ToVKVIk3fvlFqrBgwdrbnPLUv78+dO9PwAAAJAvuwZLX375JXXv3l1ym8KFC4uco5iYGJ31PGKNR8gZy0cyJDQ0VPy8du2aCJb4sUePHtXZJjo6WvyU2m+mTJnEAgAAAI7PrsFSzpw5xZKWGjVqUGxsLJ04cYIqV64s1u3cuZOSk5M1AZApwsPDxU9uYVLvd+LEiSIQU3fz8Wg7Lk9QqlSpdJ4VAAAAOBJFJHiXLFmSmjRpIsoAcEvQgQMHqF+/ftS+fXvNSLioqCgqUaKEpqWIu9p4ZBsHWDdv3qS1a9eKsgB169alcuXKiW0aNWokgqIuXbrQ6dOnacuWLfTtt9/S559/jpYjAAAAUE6wpB7VxsEQ5xxxyYDatWvT3LlzNfdz7SVO3laPduNh/1wSgAMifhx3+bVp04bWrVuneYybmxutX79e/ORWps6dO4uASrsuEwAAADg3F5UKs41lFCd4+/n5UVxcnOjCs6SCwzfo3L45pblF9w8AAOCs4k28fiumZQkAAADAHhAsAQAAAEhAsAQAAAAgAcESAAAAgAQESwAAAAASECwBAAAASECwBAAAACABwRIAAACABARLAAAAABIQLAEAAABIQLAEAAAAIAHBEgAAAIAEBEsAAAAAEhAsAQAAAEhAsKQgzcrmsvchAAAAOB0ESwryQ7sK9j4EAAAAp4NgSSG8Pdwok7ubvQ8DAADA6SBYAgAAAJCAYAkAAABAAoIlAAAAAAkIlgAAAAAkIFgCAAAAkIBgCQAAAEACgiUAAAAACQiWAAAAACQgWAIAAACQgGAJAAAAQAKCJYXw8sCfCgAAwB5wBZa537tWoeAcPjS/e1V7HwoAAIBTcrf3AYC0hqWCxAIAAAD2gZYlAAAAAAkIlgAAAAAkIFgCAAAAcIRg6fHjx9SpUyfy9fWlbNmyUc+ePSkhIcHo9jdv3iQXFxeDy/LlyzXbGbp/yZIlNjorAAAAkDvFJHhzoHTv3j3atm0bJSUlUY8ePahPnz7077//Gtw+f/78Ynttc+fOpe+++46aNm2qs37BggXUpEkTzW0OxgAAAAAUEyxdvHiRNm/eTMeOHaMqVaqIdT/99BM1a9aMpk+fTnny5En1GDc3N8qVK5fOulWrVtEnn3xCWbJk0VnPwZH+tgAAAACK6YY7dOiQCGjUgRILCwsjV1dXOnLkiEn7OHHiBIWHh4vuO32ff/45BQQEULVq1Wj+/PmkUqksevwAAACgXIpoWbp//z4FBgbqrHN3dyd/f39xnynmzZtHJUuWpJo1a+qsHzduHL3//vvk4+NDW7dupc8++0zkQvXv39/ovhITE8WiFh8fb/Y5AQAAgDLYtWVp+PDhRpOw1culS5cy/DwvXrwQuU2GWpVGjhxJtWrVoooVK9KwYcNo6NChIq9JyuTJk8nPz0+zcH4UAAAAOCa7tix9+eWX1L17d8ltChcuLPKJYmJidNa/fv1ajJAzJdfov//+o+fPn1PXrl3T3DY0NJTGjx8vWo4yZcpkcJsRI0bQ4MGDdVqWEDABAAA4JrsGSzlz5hRLWmrUqEGxsbEi76hy5cpi3c6dOyk5OVkEN6Z0wbVo0cKk5+K8puzZsxsNlBjfJ3U/AAAAOA5F5CxxrhEP7e/duzfNmTNHlA7o168ftW/fXjMSLioqiho0aECLFi0Sidpq165do71799LGjRtT7XfdunUUHR1N1atXJy8vL1GWYNKkSTRkyBCbnh8AAADIlyKCJfbPP/+IAIkDIh4F16ZNG5o1a5bmfg6gLl++LLrbtPHotnz58lGjRo1S7dPDw4Nmz55NgwYNEiPgQkJCaMaMGSIoAwAAAGAuKoyTzzDOWeJE77i4OFFhHAAAABzn+q2YliU5U8ebKCEAAACgHOrrdlrtRgiWLODp06fiJ0bEAQAAKPM6zi1MxqAbzgJ4VN7du3cpa9asojaUpalLE9y+fdtpuvmc7Zyd7XwZzhl/Z0eE97UvKQm3KHGgxIPFOB/aGLQsWQC/wJxEbm18EXWWC6mznrOznS/DOTsHZ/s7O9v5KvmcpVqUFDU3HAAAAIC9IFgCAAAAkIBgSQG4Wvjo0aOdqmq4s52zs50vwzk7B2f7Ozvb+TrLOSPBGwAAAEACWpYAAAAAJCBYAgAAAJCAYAkAAABAAoIlG9m7dy99+OGHovAVF65cvXp1qsJYo0aNoty5c5O3tzeFhYXR1atXdbZ5/PgxderUSdSxyJYtG/Xs2ZMSEhJ0tjlz5gzVqVOHvLy8RJHDadOmkRzPmSc+HjZsGJUtW5YyZ84stunataso7qnUc07rb6ytb9++Ypsff/xRsedr6jlfvHiRWrRoIWqZ8N+6atWqFBkZqbn/5cuX9Pnnn1OOHDkoS5YsYpLs6OhonX3w9s2bNycfHx8KDAykr776il6/fk1yPGf+e/Gk31x7jf8vlypViubMmaOzjZLOefLkyeJvxkV3+ThatWolJi23xvns3r2bKlWqJBKFeWLzhQsXkj2kdc78//SLL76g4sWLi79xgQIFqH///mJ+MUc9Z/3rVdOmTQ2+/5V0zmbhiXTB+jZu3Kj65ptvVCtXruQJaFSrVq3SuX/KlCkqPz8/1erVq1WnT59WtWjRQlWoUCHVixcvNNs0adJEVb58edXhw4dV+/btU4WEhKg6dOiguT8uLk4VFBSk6tSpk+rcuXOqxYsXq7y9vVW//fab7M45NjZWFRYWplq6dKnq0qVLqkOHDqmqVaumqly5ss4+lHTOaf2N1fh+Pqc8efKofvjhB8WerynnfO3aNZW/v7/qq6++Up08eVLcXrNmjSo6OlqzTd++fVX58+dX7dixQ3X8+HFV9erVVTVr1tTc//r1a1WZMmXE++XUqVPiOQMCAlQjRoxQyfGce/furSpSpIhq165dqoiICPG3cXNzE+etxHNu3LixasGCBeL9Fh4ermrWrJmqQIECqoSEBIuez40bN1Q+Pj6qwYMHqy5cuKD66aefxOu2efNm2Z3z2bNnVa1bt1atXbtWvKf5vIsWLapq06aNw56zthkzZqiaNm2a6v2vtHM2B4Ile7zoem+w5ORkVa5cuVTfffedTjCRKVMmcTFk/Kbixx07dkyzzaZNm1QuLi6qqKgocfuXX35RZc+eXZWYmKjZZtiwYarixYur7E0qeFA7evSo2O7WrVuKP2dj53vnzh1V3rx5xQdScHCwTrCk5PM1ds7t2rVTde7c2ehj+H3u4eGhWr58uWbdxYsXxb44gGb8gevq6qq6f/++Zptff/1V5evrq/M6yOWcS5curRo3bpzOukqVKokAyxHOOSYmRhzrnj17LHo+Q4cOFa+d/vuHL+L2pn/Ohixbtkzl6empSkpKcuhzPnXqlPgMu3fvXqr3v9LPWQq64WQgIiKC7t+/L7re1LjLIjQ0lA4dOiRu80/ulqlSpYpmG96ep1o5cuSIZpu6deuSp6enZpvGjRuLptQnT56Q3HETNjfr8nk64jnzHIJdunQRzdKlS5dOdb8jnu+GDRuoWLFi4hi5SZ7f09rN9idOnBBdstrv/RIlSohuDe33PnfXBgUFabbh/fEcXOfPnye5qVmzJq1du5aioqJEd8WuXbvoypUr1KhRI4c4Z3VXk7+/v0XPh7fR3od6G/U+5HTOxrbh7nN3d3eHPefnz59Tx44dafbs2ZQrV65Uj1H6OUtBsCQDHCgx7TeY+rb6Pv7JFxtt/J+S38ja2xjah/ZzyBXnPHAOU4cOHTRzCznaOU+dOlUcP+c2GOJo5xsTEyPyd6ZMmUJNmjShrVu30kcffUStW7emPXv2aI6ZAz91gGzsva+Uc2Y//fSTyFPinCU+Nz53vrhwkKv0c+YAeODAgVSrVi0qU6aMRc/H2DZ8oX3x4gXJ6Zz1PXz4kMaPH099+vTRrHPEcx40aJD4MtCyZUuDj1PyOacFE+mC3fG30k8++UR8C//111/JEfG375kzZ9LJkydF65kz4A9cxh+s/CHLKlSoQAcPHhQJz/Xq1SNHxMHS4cOHRetScHCwSAjn5GdOCNf/Rq00fB7nzp2j/fv3k7NI65z5Is8JzRwgjxkzhhz1nNeuXUs7d+6kU6dOkTNCy5IMqJsz9UeP8G31ffyTv6lr4xEGPCpDextD+9B+DrkGSrdu3aJt27bpzFjtSOe8b98+cS7cNcGtRbzwOX/55ZdUsGBBhztfFhAQIM6TLyLaSpYsqRkNx8f86tUrio2NlXzvK+Wc+Zvx119/TTNmzBAj5sqVKydGxrVr146mT5+u6HPm81i/fr3oVuRWMzVLnY+xbfgzgUecyemc1Z4+fSpaDnkE2apVq8jDw0Nzn6Od886dO+n69euiBVH9GcZ45GP9+vUVfc6mQLAkA4UKFRJvoB07duh8W+E8lRo1aojb/JM/jLiFQvvNy9/eOQ9EvQ1/i+UARI0DEB7emj17dpJroMQlErZv3y6GHWtzpHPmXCUe8h8eHq5ZuKWB85e2bNnicOfLuGuGhyLrDz/m/B1ucWGVK1cWFxjt9z5vz8GU9nv/7NmzOoGkOrDWD8Tsjf8uvHCemTY3NzdNS5vSzplbfPkCysEAvx/580qbpc6Ht9Heh3ob9T7kdM7qz2jOQ+P3Obe6cCkPbY52zsOHD0/1GcZ++OEHWrBggSLP2Sz2zjB3Fk+fPhWjCHjhl52HXvLv6pFfXDogW7ZsYnjxmTNnVC1btjRYOqBixYqqI0eOqPbv3y+GqmoPK+dRKTysvEuXLmK01ZIlS8QQTXsNK5c651evXonyCPny5RPDVHlkhXrRHu2jpHNO62+sT380nNLO15Rz5uH1PFJq7ty5qqtXr2qGCXNZBO1h5zxEeefOnWLYeY0aNcSiPxy5UaNG4r3CQ4xz5sxpt9IBaZ1zvXr1xGgfLh3Aw6R5OLaXl5cYyajEc/70009FWZPdu3fr/D99/vy5Rc9HPaScy0zwaLrZs2fbbUh5WufMJTxCQ0NVZcuWFaUDtLfhc3XEczbEWOkApZyzORAs2Qh/cPIbS3/p1q2bpnzAyJEjxYWQSwY0aNBAdfnyZZ19PHr0SFw4s2TJIoZi9ujRQ3xwa+MaTbVr1xb74OGdHITJ8Zy5/oyh+3jhxynxnNP6G5sSLCnpfE0953nz5ol6URwwcA0priWmjb8QfPbZZ6IkAn+IfvTRR+JDWtvNmzdFXReuKcV1W7788kvNEG25nTMfe/fu3UUdLT5nLuvw/fffi//jSjxnY/9POQi09Pnwa1uhQgUxBL9w4cI6zyGnczb2HuCFP9sc8ZxNLZ2hpHM2hwv/Y+/WLQAAAAC5Qs4SAAAAgAQESwAAAAASECwBAAAASECwBAAAACABwRIAAACABARLAAAAABIQLAEAAABIQLAEAAAAIAHBEgDYnIuLC61evVrWrzxPDjpw4ECbPNfIkSOpT58+Vn+eOXPmiAl+AcA8qOANABbRvXt3+vPPP8XvPCO5v78/lStXjjp06CDu055c9v79+2Li30yZMsn21X/8+LGYIJZnlLcmfi2KFSsmJiBVTzBsLa9evRITpC5ZsoTq1Klj1ecCcCRoWQIAi2nSpAndu3ePbt68SZs2baL33nuPBgwYQB988AG9fv1as12uXLnsGihx0JAWDvasHSixP/74g2rWrGn1QIl5enpSx44dadasWVZ/LgBHgmAJACyGAyAOhPLmzUuVKlWir7/+mtasWSMCp4ULFxrshuPApV+/fpQ7d27y8vISQcPkyZN1tv3111+padOm5O3tTYULF6b//vtP53lv375Nn3zyCWXLlk0EOS1bthQBmxq3bLVq1YomTpxIefLkoeLFi4v1v/zyCxUtWlQ8b1BQEH388cdGu+GePHlCXbt2FS1iPj4+4niuXr2quZ/Pj59/y5YtVLJkScqSJYsmeJTCrTz6XWP83P3796ehQ4eK8+HXdMyYMTrb8Ovy22+/iUCUj4ef89ChQ3Tt2jXx+MyZM4sg7Pr16zqP4+dau3YtvXjxQvK4AOAdBEsAYFXvv/8+lS9fnlauXGnwfm7l4Iv3smXL6PLly/TPP/9QwYIFU+X0tGnThk6fPk2dOnWi9u3b08WLF8V9SUlJ1LhxY9EKtG/fPjpw4IAmUNFuQdqxY4fY/7Zt22j9+vV0/PhxEZCMGzdOrN+8eTPVrVvX6HlwwMWP4WPloITnIG/WrJl4frXnz5/T9OnT6a+//qK9e/dSZGQkDRkyRLKr78KFC1SlSpVU93GXJgc8R44coWnTponj5GPXNn78eBHAhYeHU4kSJUSr0f/93//RiBEjxLHyMXIgqo2fi1v5eL8AYCIVAIAFdOvWTdWyZUuD97Vr105VsmRJzW3+6Fm1apX4/YsvvlC9//77quTkZIOP5W379u2rsy40NFT16aefit//+usvVfHixXUen5iYqPL29lZt2bJFc2xBQUFivdqKFStUvr6+qvj4eIPPW69ePdWAAQPE71euXBHHceDAAc39Dx8+FM+xbNkycXvBggVim2vXrmm2mT17tnheY06dOiUeExkZmeq5a9eurbOuatWqqmHDhum8Lt9++63m9qFDh8S6efPmadYtXrxY5eXllep5s2fPrlq4cKHR4wIAXWhZAgCr42s7dxsZa7HhlhHuGuOWnq1bt6bapkaNGqluq1uWuLWJu564ZYlblHjhrquXL1/qdEGVLVtW5OyoNWzYUHT5cbdely5dRIsWtwwZws/FSeuhoaGadTly5BDHrD4Oxt1hRYoU0dzmrsWYmBijr4u6K4y7AfVxcrw2Q/vS3oa7EdXnqb2OX4f4+Hidx3F3prFzBYDUECwBgNVxQMGjsAzh3KaIiAjRpcTBA+ceaecOpSUhIYEqV64sAi7t5cqVK6JbSo27tLRxcHXy5ElavHixCERGjRolugtjY2PTfZ48ek4bB4gpjUCGBQQEaPKhTNlXcnKy0W3UwaihdfqP4+6/nDlzmnROAIBgCQCsbOfOnWJYPOccGePr60vt2rWj33//nZYuXUorVqwQF3S1w4cP62zPtzmhWR1scaJ1YGAghYSE6Cx+fn6Sx8atRWFhYSIn6MyZMyIpnI9XHz+Xfp7Po0ePRK5TqVKlKL24FYrPnfOWbIVb27i1qWLFijZ7TgClQ8sSAFhMYmKiqBsUFRUlWm0mTZokRqbxiC1ORDZkxowZonXn0qVLojVo+fLlYvQXjyxT43Xz588X948ePZqOHj2qSVzmhG9uoeHn4QRvbqXavXu36NK7c+eO0WPlJG9OLudWqFu3btGiRYtEC4x6pJw2HjHH++/duzft379fdP117txZjPrj9enFtac4WON92gq/Rtz1qN1dCADSECwBgMXwiDLu0uLRbDwabdeuXSIg4fIBbm5uBh/D3WHcssOjtKpWrSpadzZu3KhTxHLs2LFiiD3n6HBQw8GVukWH84R45FmBAgWodevWohWoZ8+eovWEW22M4WCMR+jxaD1+DFe35v2WLl3a4PYLFiwQ3X0c+HHOFHev8XHqd5eZq1evXuLc9LvKrIXPkYM+ADAdKngDgKxx3s2qVatEnSRHxEEXJ44PGjRIVDu3pvPnz4vgkFvo0uqiBIB30LIEAGDnYHDu3Lk6Fc6thQtkcsscAiUA86BlCQBkzdFblgBA/tztfQAAAFKkht4DANgCuuEAAAAAJCBYAgAAAJCAYAkAAABAAoIlAAAAAAkIlgAAAAAkIFgCAAAAkIBgCQAAAEACgiUAAAAACQiWAAAAAMi4/wf7ggX9ERHLkQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 6/95: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 7/95: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I.fits\n", + " Data already 1D: (24750,)\n", + " Saved to 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 8/95: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=51\n", + " Saved spectrum: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57469.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 9/95: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 10/95: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Error reading spectrum with wcs1d-fits: spec_axis does not have unit: []\n", + " Attempting manual spectrum creation...\n", + " Successfully created spectrum manually\n", + " Smoothing with width=51\n", + " Saved spectrum: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [__main__]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [specutils.spectra.spectrum]\n" + ] + }, + { + "data": { + "image/png": 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8WVwuVqwY7dq1i6ZOnUqNGjVyWTsBAACA6IUKJgI5HAj17NlTzBjjXpbMmTMrOkF67969VL9+fbN9HABxz5AtvG6ace00Fh0d7ZK2KfhpAwAAsMlNY+sfOBwI/f7777R06VLRK6R0ERERYmabFF/m4IaXBfHx8Ulwm/Hjx4vikQAAAKB9DucIBQQEiGExrRo8eDBFRUWZtmvXrrnkcZAsDQAAWuemguEPhwOhUaNG0ciRI1Wx2nxQUBDdvn3bbB9f9vPzs9obxHh2GV8v3QAAACAhY5xjMBho6PKTik6KdtrQ2PTp0yksLEwMMeXLly9BsrSS1hurWrUqrVmzxmwfr4nG+wEAAMA5oxs7LtylP/eHi987VslLmg6EWrZsSXKJiYmhixcvmk2P52nxPFyXJ08eMax148YNmj9/vrj+888/px9++IEGDhxIH3/8MW3ZsoWWLFlCq1evlu0cAAAAtCb6aRyplcOBEA+LyeXQoUNitppR3759xc/OnTuLQom3bt2i8PBXESnjqfMc9HDtI66InStXLvrll18UMXUeOUIAAKB1bqTBQIgXXOWFVitXrmy2f//+/eTu7k4VKlQgV6lTp44Yh7TFWtVovs3Ro0dJaZRfWQEAAED7HE6W/vLLL63OpOIhKb4OUg69RQAAoFQGF3yVd1NTIHTmzBmxdpelsmXLiusAAABAXwykXg4HQjy93HJKOuP8HA8Ph0faAAAAANQTCDVs2NBUdNDo4cOHNGTIEGrQoIGz26dLKqg/BQAAoAkOd+FMmjSJatWqRXnz5hXDYYynsHNdoQULFriijZqUWNI3AAAAKDQQypkzJ504cYL+/PNPOn78uKjQ/NFHH1H79u0TFFcEAAAA/XJTwQhHspJ60qVLR926dXN+awAAAEB3DGrKEQL9LEQHAACg9XQPBEIKpOLXEwAAgIkavvMjEAIAAADdQiAkEzV3IwIAAEhtOhtJugmEeHmN69evmy4fOHCAevfuTXPmzHF22wAAAEAFQ1//Hb9p/XrJ4hmzt4fR3rB7No5TUSD0wQcf0NatW8XvERERoogiB0NDhw6lMWPGuKKNAAAAoHLj156j9j/vI6VxOBA6deoUVapUSfy+ZMkSKlmyJO3Zs0fUFbK2+jsAAADok0EFq5A5HAjFxcWJ9cbYpk2bqHnz5uL3okWLivXGQB9Z9gAAoE9usg5kKSAQKlGiBM2aNYt27txJGzdupMaNG4v9N2/epMyZM7uijbqDPGoAANACNxUETQ4HQhMmTKDZs2dTnTp1xLIapUuXFvtXrlxpGjIDAAAAUAOHl9jgAOju3bsUHR1NmTJlMu3nJTd8fX2d3T4AAABQEIMK8n5cvtaYu7u7WRDE8uXL56w2AQAAgBa4keKhoKJM4l7Gy/XQAAAA8BoCIZmE3Xks10MDAAA4hUEDo2QIhAAAAEC3EAgBAACAXlOEkpcsffDgQbHMRmRkJMXHm+e6TJkyxVlt0y0N9DQCAACoopCww4HQt99+S8OGDaPg4GDKli0buUlaL/0dAAAAQOkcDoS+//57+u2336hLly6uaRGooisRAABAC0nXDucIpUmThqpXr+6a1gAAAAAoORDq06cPzZw50zWtAQAAANVwS2III+ppnM3rztyMJlUOjfXv35+aNWtGBQsWpOLFi1PatGnNrl+2bJkz2wcAAAAq1WvRMZvXffHnYVJlINSzZ08xY6xu3bpitXkkSGvTs7iX5J3WXe5mAACARj1+/pJUGQj9/vvvtHTpUtErBNqcPj9nRxh9u+Yc/dq5AtUrlk3m1gAAACgoRyggIEAMi4F2cRDEBvxzQu6mAACAxhgUti6Hw4HQqFGjaOTIkfTkyRPXtAgoLDIGzwIAAGjST9vDqPsfh+nB4+ekykBo+vTptHbtWlFMMSQkhMqVK2e2uRrPWMuXLx95e3tT5cqV6cCBAzaPnTdvnshhkm58O6W78fCp3E0AAABwiYnrQmntqQh6EW9QZ45Qy5YtSS6LFy+mvn370qxZs0QQNG3aNGrUqBGFhoZS1qxZrd7Gz89PXG+E5G4AAABlcVPTEhs8LCYXXsesa9eu9NFHH4nLHBCtXr1aVLoeNGiQ1dtw4BMUFJTKLQUAAADS6qKr7PDhw3T27Fnxe4kSJahs2bLkSs+fPxePOXjwYLMq1/Xr16e9e/favF1MTAzlzZtXLA7LQ3e8Vhq315bY2FixGUVHK6Pgkxyw1AcAAGidw4EQrzjfrl072rZtG2XMmFHse/jwoagrtGjRIsqSJYsr2kl3796lly9fitwkKb587tyrWU6WeGFY7i0qVaoURUVF0aRJk6hatWp0+vRpypUrl9XbjB8/nkaPHu2Sc1AbZYzeAgAAKChZ+quvvqJHjx6JYOL+/ftiO3XqlOg54WKLSlK1alXq1KkTlSlThmrXri2qXnOgNnv2bJu34R4nDpqM27Vr11K1zZDyQpCLDoTTTUnCebxCEvIAALQm/N4T/QVC69atox9//JGKFStm2sdLbfBsLp5N5iqBgYHk7u5Ot2/fNtvPl+3NAeLlQHgI7+LFizaP8fLyEgnW0g3UY/rmCzRo2UlqNG2HuPzP4etUYuR62nPxrtxNAwDQnLA7MfoLhDjXxnJ9Mcb7+DpX8fT0pPLly9PmzZvN2sKXuefHHjy0dvLkScqePbvL2qkX1x88oacKKY/+4mU8vffTHvr6nxO048Idse/RsxfiZ/+/j9PTuJfUdf4hmVsJAACaCITeeust6tWrF928edO078aNG2JV+nr16jm7fWZ46vzPP/8slvngRO3u3bvT48ePTbPIeBhMmkw9ZswY2rBhA126dImOHDlCH374IV29epU+/fRTl7ZT68nSFyNjqMaErVRz4hZSggOX79Ohqw9o8SHbw5gYHAMAcD6DQYfJ0j/88AM1b95cFDXMnTu32Md5NCVLlqQ//viDXKlt27Z0584dGjFiBEVERIjcHx6qMyZQh4eHi5lkRg8ePBDT7fnYTJkyiR6lPXv2iKE8SL6t5yLFz7sxyqgK+lIL/4kAACoR9yLx99zb0c8om5837Qm7q81AiIMf7l3ZtGmTabYW5wvxNPbU0KNHD7FZwzPZpKZOnSo2LYl+FieGfdK4EWX393HpY9l6qa8/HUGpJe5lPKV1T7zj8lmc9SHZMzfflD5ArAQAYD21wCOJ91hLy4/eePPeauWT4vvNF+jbd0Ooy28HtRcIxcXFkY+PDx07dowaNGggNnCNmVsv0geV8lCmdJ6mfatP3KIv/zpiunxxXBOHX8DOwMNQqWHH+TvU6bcDNLp5CepcLZ/N46ZtOm91f9PpO13YOgAAdeMcyvWnImjrgDoUmN7L7tuF33+S6JdMpS2qmhSHPkU5ITpPnjwi6Rhc63/rQ6ns2I107NpD077h/54yO4aTgFMiqRfr/cfPafCyk3Th9iOSQ89FR8XPkStPJ3rcaUnPz7X7WKcNILXceRQrPkyPhKfOlyNwLp5V+yj2BS0+aH+ZmKgncbT0yPUkAiF1VeV1uDth6NChNGTIEFE/CFyv5czdNq9LScwdE/tCJDzzTKvELDwQTu/8sIuU3HMmFfU0Tra2AOjNkOUnxYdpqx/3yN0USCWnb0Ul+Tl0+e5j+vCX/fT8hetmksueLM11eHLkyCGWrkiXLp3Z9Zw/BK5hGVynpPfx32M3xCr3PNNqwnulkszBOXjlPlXMF0BK7Dmzh7VxbABIGS3UkAFy+sjC/svq6ihxOBBq0aIFVnBPZS/jDeSexi3h6ryp+NneZtZeuvJdM6fc16kbUfTgyXOqWdg1y7EAQCpJ5D0oMvoZ/X34Or1fITdlyWB//gmoi4HUz+FAaNSoUa5pCdi0/XwkvVU0W6oMuHJekKu9PePVUNvOgXUpd4Bvgut5SYzD4Q+cWrDR1swytXzr3nI2kjpWzUvead3lbg6AyaW7j20+Gx/NOyjy9zadvU3Lv6iOZ00jlh15M2NMK5GQwzlCBQoUoHv37iXYzwuv8nXgfLGvP8Qte4RcMdxTbuzGRK935rpd1yQzD6Tm7bkieqBiXTS+zGuR7VbRkhv1Jm+ncWvOiuVDANTCOInhaPibCR+gfv8cfpMorZW0A4cDoStXrlidNRYbG0vXr5s/QaDcHCFrCcYRUc+SPHaZpH5ESnuQbDV/0cFwchWehcdrkXX4Zb8psOOhRzXAzBzbOQrrTt0Sy76AvB7HvhB1aUCbJlnJyVTZTPmUDY2tXLnS9Pv69evJ39/fdJkDI17zK3/+/M5vIZgk7BF600OThissJlLlk1+sQf7eVq8f+M9xmt2xAlUZ/2YdN1s2nbmdoAdp+NvF6ZMajv/t5fgHuvHgqdkHaIuZu8UMuk19a4s8LHAOfm7dEiS1ucaKYzeoz+Lj4ndn5bGB4+7FxFL5bzZRkWzpaUOf2ngKVezMzWjq9/dxGtgomOoWzWra/4PFLF2tsDsQatmypfjJb26dO3dOUF+Il9yYPHmy81sINsUbDNR85i568dJAa3rWNAuGuBjhb7sv09gWJanmxK1i37mxjUWOCU9pnLzhTRHC9afNg5vEWPtsG7vqDHWskpc8PRzrYExJlyp/0B5JRpe7tP3PX8bTyRtRpgJh+QPNZ0CqCT8ff+wPp+BsGahSfnln920NjaReC4/S/9qUpkYlglz+eLsuJByqh9S388Kr4ebztzGTTO26LThE1x88FXleSX250ECHkP1DY7zSO29cUDEyMtJ0mTceFgsNDaW3337bta3VKe6xsCb6aRyduhFN5yIeUeSjWLPruCLzttA7piBIOoy1YN/VZA1pcU7PBoseIaNBSxOvR2TL3ZhY0dZlkgJdL+wYqlp98ha1/mmPw+1Xc5+PWyKt3xN2j4avOEXvz97r1Me8dCeGpm4871B9po/mHqToZy/oswWHrV5/6Mp9+pjfYBNJtHXEy3jXDsU8SIUJBFqghVwRtXkW99IpBW9jX8SL5ZuMHPl/18LQmMM5QpcvX6bAwMAEidLgOgNeFz20/CB09PX35PlLMZTGH27JMWbVGZv5NJa5Q/b+A41bfVb0XvVdclxUqL358CldupP0ByQf6ygOCrv/qc06V3N3X3bJ/Tb+fqdYN2iERVXzlHhv1l7aci6SvvjziHgjT2lOyUsXvhHzlwau8G5ZuBNACd79cQ81mLqDNp+1v1ffmumbL1CpURtsfunWegDscCA0YcIEWrx4selymzZtKCAggHLmzEnHjzv+4QT2f9BFRD9LsCCptRejrRdz/SnbRY8BJzQmB39oORvnL0lnI1T7bkuStzl7K9op0+EfPnnzrWdbaCT9b/05EYipbZ0cLjOw6WykS+7bWBn20BXnL6Fw6W4MhYxaT7X/Z75YsqOcOZPREveyOVK4U434fUTO1zy/H+2/dM+lf0et4vdCJl3ywl5rT95KsG+Z8X4c+FOo7O3SOYHQrFmzxAr0bOPGjWIV+nXr1lGTJk1owIABrmgjENHo/84keB4aT9tp1pXJyYrsr/1XE10wdcWxmwn2d/z11SyqlBi/5qzD9XHsnbHFQdzWc5H007YwkYPiDJW/3Wz2/M7cGiYCMU4SVAp7gs+UrjlnD65CPsPJ0/c5mI17aRD3zQEXD3V+87rX0ZEPZqV9I+XZl7ei1LHmHa8bVWb0Buo63/owpiOS+4H4wc/7qO2cfTR3z5UUt0GvEhs2t4b/x6z1jo/4N/F1Ha0xyHQOshZUjIiIMAVCq1atovfff58aNmwokqUrV67sijaCHYxB0YlRDenbNeeSneiYkje62Tsu0aAmRUVQltHX0/QPxz1U/j5pxeVzEdGJBne2XIyMEYl7qVUwbMr7ZaxWyvX18qD0Xg7/2yTb+tMRSR5jGTRw8OSKwouTN56nVuVzUc6MPk6/76HLT9Lhqw/EtvZUBBXL7ke/dK7g9MeJffFS9ARm87M+g9IZvSvG2ZfGyQlKxj0Jj0WPYsqGVlLi+PVXExb+PnQtWbNPwfFauzzRxpaY2BcK+2qhwB6hTJky0bVrr1aq5Z6g+vXrm96MsSq9/Jz9rd3Rb95fLTxKZcZsFGuTsVY/7aHSozeIRfh4syf/R6mrbFf6drP49pya+DkzstV7Zrm36PB1tOSQ/atJO2KPlUKU/L9/4vpDevI8eUOujJdiMOIeIkc+mB3piWgwZYfoCeTA2hWkw848meH87Uf01/5wRQ77cJs470+KX2Pbz9+RZfFiLQyxyCVNEqUquJeSF0Hd8PqLVWLP9WWL92i11FlL1UCoVatW9MEHH1CDBg1EhWkeEmNHjx6lQoUKuaKN4ICfd7omaZbtvpj0NOVVJ16NO/MQBzt+7VUifd1J28TGCbJqdDT8gd0z2pxJ+nCPbOR2WXtTG/g6wd7o2zVnqfsfh1OcC3LtwVMRDHHytHEJlOVHb1DzH3ZbnbHGM/X+2HdVBMjc6+PQY91/Qoevvlm8kZOqebYjnwMHS8ZzsTyl33Zdptnbw6zeJ5dJsLenzVHcHrO2uBE1nLrj1QrtycjhcDUuH2E5O+6XnZeo828HqK2TZx+CayUWBu26cFf0Uu66eJe6vZ7Jmdhwetf5h8zyTP9MJNVCMBjo9E3zFenVxuE+/qlTp4phMO4VmjhxIqVPn17sv3XrFn3xxReuaCOokLG7W604ebpOcFbZvxW5WUmMTI45Oy6Z/i5lcmdM8niehWK1LpTBQB+8rsqd0SctNSwRJGb8MS7lYJkb89bkbSIPSDpz0V7G0g9fvVWI+jUMpmIj1on7alkmh8hz61G3EPVvFGx2G34Dl/ZyNCuVnXJlSrienbM9fPKcmn6/kyrkC7D6LZ17zHjxUSXj2XFGXJIDnGPfpXuiVES7SnnM9s/ZEUYZfTzp/Yopf11YdgjxlwZ+y+Je/A8t8j8nrDsnci1tibCYlMOBVKeq+Wweb3DRZApFB0JcPLF///4J9vfp08dZbQKNcMUss9TC+UvGQIjzPpQ47Z5723jWnd/r/Ct72DNVnT/UP/n9kNXrLkpKL0zfclFsUl8vNe/1kQZBxt4jR83YclH0NBrvy5jsz1VuORCSDtnyOnJG49eeE9vxkQ1NOWqusujgNboZ9YxWHn8zEUH62aSD0QVdDG3xcGJiVfyl/2ccCPOx7ebsM30JaFk2JwWk86Twe09MuZxeadOQn3daUceHA2lbOXhcwoF7Sce3CklQtZ0nG3Di+/ozEZTJ11P06rB0nglz1BILgqyxVTtO+nd/JKlBpItASLrUhhT/Yby9vcXwGJbaAGOuilpJc3OcVfgvORIb+uflQZx1f/wGO3tHGH1ao0Ci+QZrTiY+pMQ1oVz995CqN3kbhUlyGnZYSfrnacKW38bXnrpFiw9eE4FUneAs5O7mJhL5y+XJlKylQTyS+HBUW0kGezijl3TViTeBIwe0PPM1c3qvBF+oeKi3btEs9G7ZXHbft7G8SFp3hzNAXrXHYBCFQX3Suove0b6Lj9H+y/dpY99a5OvpkWhCftkxG0XgE/ZtU9N+7qnkjSs1X4h80+PWa9Exs9sv+ayqqNafN7Mvlc2TiU7fiKJJbUqbSji0rZhb7JfiCQbcc2M5fM6J8M6Qb9BqMYHB1vM0SbJSQXLJOfvT4UCIl9rgNwrLf2zjPv5Zo0YNWrFihUisBlArXqG+eiHz4qGpLSVTSi9GPqJCWTPYdWyXuQdEQPHHvnB6S7K2kNJJgyBbgRgvssuBkPQ9i4fxWM+FR82Ondi6VLKGKqwFQnUmvamPpMQ4KKVLwXHPodS1ZCx6O2TZmx5EXpqD1yrr26AI9axX2LT/z/3hoqeNN3sDIQ7Sqn+3RQRBOwfWtasXR4ofy/ja4IBk+4C6pqKxv+68TF+9bt9/x2+KjYOETlXziiBub9g90xAwFyO1xD03tnpcmTHXjpf/MeZcvl06u+l6zu/hukuWs2ht5RA6y1kbQ/POemk7MmzubA6Hylw7qGLFiuJnVFSU2Ph3njrP0+l37NghkqitDZ8BqIlxhfpUWjvUKsvHXmOlCJotK4/fMs14M5IWouRv2saEZ2lAwVWftYa/0eYfvCbJ46SF6RwpPJrWSj7Vo2cv7JqurBXTNl1waJkSXrqFe1wsTdl4XiTY84e9tYDL3qV7eNkhTqq3FiDwkDKvpM7XWyMNkK/ee5KgjIQxqOZJADx0xAGPMVeOZ90Z/W6lNtLkjY4X51xxVFL7zUCi7pKcgYMrnJAxr9ThHqFevXrRnDlzqFq1aqZ99erVE8Ni3bp1o9OnT9O0adPo448/dnZbAVIdd68PlnxrlRvPurN3hXWRMBlvMBt+6LP4mBgKGtW8BL0zY5eYRTW0aTEXtlhdDJKaUVwuwey61z3e1vDQWmLUmCPEs8dalctJLcrktHp9YkOIxorkRv+duCkSbhfsvSIKl/7xaWWrvSVGw15X9ObXuvRxLHN0eBjq9M1oKpMrI12+91gEUfkzp6N2ld706lnrDOo2/5CYOMB5ZjUKBdLbpbKLwPXTmvnFulvWeoelhv97SqzQLmUMgObufhP8WCtDMH9vErOwrJDmnimt8KRBha/tFAdCYWFh5OeXcKyQ91269GpmSuHChenu3aQL9AEoXZtZe+nY6xIASjFq5Wka1izp4OXHbWFik+JvyUsOXReb6f4cKGypddz7wM+vdAFKaY9HnwZFdPNhwR/svNkMhBK57ZHX5SaMjInuw19XLuZK8fbgJFxeB8uo+Mh1NKRpMRFU8fBX8DDreYgc4Eh7drvXLij+j7noKxdtlM5q5WnlvLF8genEkJSt3mEjHkK2pvG0HeRqG5NIXk5tBtJhIFS+fHmxlMb8+fMpS5YsYt+dO3do4MCBYsiMXbhwwVR9GkDNrAVB3FuQ1UWVie35sJm354rYwPk4T4U3a7gHw1YglFRBOyUmS8enfLk+m4wzpaT5arYS3hNjHG6SDu3yMhAFAtMnmBae2JCLdNbnr7ts11ozzrZKLj2WHTAo8LXt8hyhX3/9VaxAnytXLjFDjDf+/cqVK/TLL7+IY2JiYmjYsGGuaC+AU/SuX5guSWZ0OOJujOM5C8klZ36SM2X3T53A0dW4Bgtvm87cFr0V/MHJeVtJrdqtlBwhHpqavCFUVLzmukyOzg77ecclsSYcny/n4dhr4YFroqCqs3o/7A2CwPVeqHHcN6U9QsHBwXTmzBnasGEDnT9/3rSPK02nSZPGNLMMQGnW9qpJTb5/tSbbl3ULiVyDU6Mb0c7zdxyqE5SawUlypnIr0eqeNUXdIx6CSOwbuS08Iyc5uRXOZq0Giz1DFaE2eplSm3Foimsz2YvLDHCuEK+bNu71wsoD/zmeZCkF0IeIKPMCjGqUrAILHPA0btyYevbsKbZGjRqZgiAAZ1rTsyaVzuVv9bqJ75WiAlnSme2b3r4spXV3S3L4wvg7L6Ba18Hp4hqJTZzij08SX2h5cpvSYko6F5Hj53n428XNrm9YPJvN21YtkJk29qlFJ0c1pDEtStrVnvaSJFklSUlVcGdJzuwrxkuEcE0w6bARgiAw2hOm/nzgZC2jvXnzZrFFRkZSvMVA82+//eastoEO5Q9MZ5ZLUDyHHwUHZbC6ZAcvWcAbT402KpHDj/YPqU/XHzwR61/ZKtjlJlNtH4cfS+FBV43CtussebqnodblE6/7MrtjeTG9Ob2nh6jOzB+6Rgu7VUn0tgMbB1OjEkFiirKxt+ij6vnFMAwk9I9kYVstJOmCMpTI4W8zr04tHO7GGT16NDVs2FAEQjwz7MGDB2YbKFdGX9cuM5BSXWvmp1yZ3pSX57WkmHQIuku1fDS4SVH65/OqVu+jYJb0ovehVK6E62lJY3ZpgJFUoqusQ2OpGHQlpX4x896bkJwJe+r+61HDoUqxPPTHywuIpQgq5hZVfO3FM4H47x0oqURcJFsGWv5FNVFET/qaAaJvVr8a1gJwJncHi1Vqokdo1qxZNG/ePOrYsaNrWgQu0b5SHrEg5rZQ1yyBkBQexgpM70kfz7M+K4MDoKHNilNHSRKkcUFNaZ5pv4ZFKIO3eUDXvHQOszobtkhHb6W5N1YXF4UEWpbNQZvO3jbrfWNZM3iJafksRDKM6WgOJQdDv39cSVTWLZT11WLOiTH+DS3fhnn5AelMFu415GE5rosDAM5lUH+utOM9Qs+fPzcrpgjq8E3LkrL1LWwfUEd8GL1VNJvNoGN971qmdXSYNC/o/QqvhldK586YIAgy1v6wR3C2DFS7SBZ6z8pwzflvmtDfn1e12sthrSptajl05T4pAS9aWkmysjozPo+2liFJzkypSvkDaFv/OrTqqzc9S8khDXS5Z4oL7gGA8xk0UEnI4R6hTz/9lP766y8aPny4a1oEyTKgUTBdjIyhHBm9KW9AOhq49ITpuk9r5Je1+zJv5jeByjctSoq2fVm3oJh2OXv7qyKc6bxevRSbhWSngr3Si1who8oFMtOur+tSNhu1ez6rVYDCImOoSUiQ2f4RbxcXixxKPxy5x8EaDtAq5gugQU2KJiieZmn8mnNUs9erGlquttmFy118UDkPXb33WOTyTHivFKXz9BBJvdy7Vq9YNrMeFO7N49pJ494tKdZv4uDHuEo2D5nxqvKWK7zbioM4CXrvpXtiJpI19ga29vJIk4b8fDyoZuFA2vl6UVZuu63lFQBAXz1CDgdCz549E0tsbNq0iUqVKkVp05q/+U2ZMoVcaebMmfS///2PIiIiqHTp0jRjxgyqVMn6hxv7+++/RdDGdY644vWECROoadPk1Y9RKu494TwIYzDBH25Sxl4WJeAFLesXzybyeGZKqr9KgxVrqxznyuRr8z75vGd2KJdg/8c18psFQvaokC/phYKfPHfd4oa8NAHXaIl59oIexSasbuwM37crQ9tD79DId4qTl4d5Tk6FfAFiY6Obl6CRK19NtzbqUDlvgvtrGhJEi7pVEfk59pjVsbyoWNzAIucouWzlbHEFYR6yK5ItvXhdzf+4kmm9MV7J3FZ1YFcpO2aD6NHM4O3xenv1u5+VfW+ue/M7509ppZyCHBD8usYLPdYROnHiBJUpU0b8furUq/VgUsvixYupb9++Ik+JF3nlNc146n5oaChlzZpwCvSePXuoffv2NH78eHr77bdFTxbXODpy5AiVLGnfdFw1+FeSoGrsgdnQpxY1nPqq3Lure4My+aalB0/s/9DmIIhx8MarhTcuad6TIyfLwMCaKxaLMHI+Cq9PxGsVSYOYmNeXH5n9TLj/zW1eJFijyRV4yQRbyyZIda6Wj3ZeuEObzkbSpzUL2DyOP5yrFMhsNmTGM5S4188a7jnivC5Xs5yqLw0iOAn9pw7lbNaPWvBJJfL1dKfWP71aCdwZ+H/Ekf8TS/x/bAqYvN4ETH5Wgqj0r/dJAykt4TIJBy7fN1ssmFUpEED7LpkPJ39cPb+YYeiRxo0aTN2RrArXYNt/duRnKp3D/x1bt24luXBvU9euXemjjz4SlzkgWr16tZiyP2jQoATHf//996LeES8JwsaOHUsbN26kH374QdxWy6RDS9byapyJewmMa/vwG6501e3EcE/O4s+sz/5SOl5TSBrEOPtbEX8Ic40jYxJycu0YUFdUQl7twKr1Uj99WF70MPLsLHt91yqEOlfNZ0qmdgWuF2WUnF4SvkmTkOw2r69WMNCpXyA6VM4j1sfiatT8/xH9+uerzfj7m31vro8TrzF+eXGF54dP4sRGpI9hvZZlctCKYwk/aMe3KmVaFLnw0LXi92/fDRHDvdzT/L/1b1Z4L5nTTxSDZFv716Eefx2hVSfe/D9wwM6L5n5ep6D4X2738z66ZBFggbY55WsCfyNet26dWH7jn3/+IVfgJO3Dhw/T4MGDTfu4iGP9+vVp717r39p4P/cgSXEP0ooVK2w+TmxsrNiMoqPlL4SWHJzH8b/3StGzF/GUJcOb6cXW8JsH12NJ7qwafgM5dTOK3i6VQwyTFB+x3nTdsi+UkVhf0KLwYkpZW1OIP1y5Hg5/G+cgxvgzg/Gy1+tv6pLrLC/zN/10Xu7k4f4qqbz5D7vEWknJlSezr8jrSW4gxK+jQlntG/Iy4rZLZ485G68UntwepV71CtOSQ9dMpRm61SpAc3a8ylOzTPR2t5he0KxUdhrboiSVG7vR4ccN8vMW9bCS+/76+PlLs4ApmnsTbQRS0dJ9sW+CK+lSGXLgXpmJ60LNhmh7LTqW6G1GtyhJveoXEV88jKvCSxcc5tdn2LdNKfz+E9OXP15Bnoevs2bwFv+TLS16P9tVzGMKhHiShHQCh6+nB23pV0f8fvJ6FF2884iOhj80q2rO96mFvBhwUiDEa45xbwxPp+eFVzkocRWuWfTy5UvKls08r4Avnzt3zuptOI/I2vG83xYeRuNaSVrQpoJ9uUH8TSol+AN83keVrC5loZTZOsZvhM7C+SbGYQpjgOOb1l1MAXem5AyVtSqbk5YdvUFa7R34rJb1ITd78KKpvM6csReJa1Jxbw0ney/Ye1UM8fHUff6AtfR92zKmANWyB2zd6YhES1Ok5HOT2/oqkPag7MmMLzmYMuZHyYHztb6oU8gUCPFzzsOzSQVC/O/EAc6ZMY3pzqNY8f/Awb0U99xJe8B5eHtAo6KJFgHlntIgf+9ES2dwMM/bu2VziZmi3DPHldQ5nuT11vgLJufZcaD01cKjptuNbVmShq9I3bQRSOVAiHtLuNeHe3927dolgpNJkybRJ598Qn5+rusKTy3c4yTtReIeody5lZNsnBLShGOeufPgyXMxSys5eBo6J7wmVbhR7txO/tb5/aYLNLXtq7w2Z6lVJHVmjVl+i9/SrzYdvvqAjoQ/pIUHrCf7NiwRZDMQMvaEqBH/Db95N0QEBClhlivk5iZy6nrXLyJ6ixIbZrMWBBkLcjYsHpRoICT3oqvOSrLmYaZTN6KT9X4hlcn3VZ6gFM9u/cViHTrj8CT/5MDFWSyDqaTM7ljhTZvcSBTtND6n/L7KZR94QVruHT99M9rm/54xhUBLSufOKNYR1EUdIR6W+uKLLygoKEgkKXPS8bVr18TwFA83uToICgwMJHd3d7p927zMO1/mNlnD+x05nnl5eYlzkW5aYSxQyLgHY13vWvRVvcJOf5zs/j6i+5q/Kcs9y4W/dW7pX8fuGU1KM7Cx+TfbAlnSi54+HoK0ZsWX1RPsk34G8+KlamXsGXHl/SfvhkTvlk08+VwrQyl/da0i6nF9bfG6tEY6+9PLoufF2lM97O3iVMpiSNXRqu+pxfK1wqU9uP1c5bxW4UAR1PEQ7rmxjU3HNJCsq2erdIS95n1UkZQiv4NBpaoDIZ6lxUHCvn376ODBg2KxVcthJ1fy9PSk8uXLi6U9jHidM75ctar1hFveLz2ecbK0reO1zrLOS0p4p038pcOzjNpVykNq9GvnN9/+5Fa/mPUFYWvYKGKYN8CX3iqalcrnzSSGI5hGPoNlwc9lUh9c/GHt45n40KuS/gZ5M/smmFGXFA5+uHeVp/qv71OLutcpmGTvIi9+3LNeYXqndA5Ro0vKGEY0KmH+GeJtx6xNpeMgiYOiHz4oZzYknz2jt9msReP/Z3LX91IKA6mf3V+v6tWrJ4bDeKFVXl6De4FS+9s+D1l17tyZKlSoIGoHcc/U48ePTbPIOnXqRDlz5hR5PqxXr15Uu3Ztmjx5MjVr1owWLVpEhw4dEnWQIGV4FlGnqt6mqfBawsUER71TnEb951gNIleQ/o9JKzvb+t/jD2XOe1ja/U2SunS5CQUtXeY0rnwb4tlpuy7codpFspr1dEhXk+cp6kkx+xvIjJ+uNhVy0YwtF17PQLONaxfxGoB9G77pTZYmjyc21JM5nSf1bVDE6nWZXr9v8CSN9aff9NqPbx1C9SZvJy3hnMnHsa+St40yp/dMdFYiB4jS58US5ycllp6QmgzKeWm7PhBav369GAqbO3cude/enZ4+fUpt27YV16VWQMSPx0nZI0aMEAnPXM+IZ6sZe6bCw8PFUJ0RLwXCtYOGDRtGQ4YMEQUVecaYlmoIyfniHdNCu89jl+r5RfHHVcdv0ewdYQnqlcihV/2khzGT6plQ0iKuasBDcY1LmufR8VIs525F05lb0WJGn+VitNYoqVYW456dQ0PrU6HXU89tWdOrplkislRSb/s5Xlcel5ratrQo5skzVRnP6LobE0vl8waYvmCdGt2ISo5c75JJDnKQDhFyYL3y2A3q8VYhkfi94ugNuhX1zGp5gPWnE5+dqMUvoXJxaMCdk4Y5COGNh5g4KPLw8KAWLVrQe++9J7Zy5RJW+HWmHj16iM2abdu2JdjXpk0bsWlJ4xJBYpZKyqQsElLo0L1T8VRaDoY4GbDRtFfFKZU+tGltFkxGX0/xgc4Ju1z8UmtSO7jj51JagTspOwfWpdwBysujsJX8bW9PVlLPu7X3CJ6BxZsRz7LsZjELkJ/fK981Iy3isg/S0g97Br1FR689pFY/7jHtuzCuiZi1yOUGftt1me7GPBf7O1fNS7/vvUqf1S5gqoLPsx2NuG4XD5nzcG7PRUfpdnTKapDpSbIzDxs0aCC2Bw8e0B9//CGm0fPyFTyLDFxrWrsyVHT4OjzNqUTuoI/zOW49fJpkgcJDw6yXr+Au+MPD69v94ac2zcvkEEUjK9qxPIoclBYESXvwuXzA+LXWy48oOVlZK/hvUS5PJrOZV8bSDVxugLcZmy9QWo80Yk3FjlXzmoqbcj0kPpbzArnKdttKuc2G38B+KZ6CkSlTJvrqq6/ExktXgOtXkXdGd3FKh8b0PMTSoozrl4eQspVUabm0SWI9RvYsHaLmNaR4OIXrOIFjPqtdUFR4H2ZR96Z9pTyiujUnVtuCGMl5prUtQwP+Pk5fWklAl87slRY35S8477+uFccLU1uWJ0itHiEDqZ9dXw8598YexmGxGze0V8xNCbL5eYk3KLnw6t16ZJnTWKtw6tQQSorxTZDrNm3qW9tqEUC94OEUZxezdNR/PWqYcl+UzM2OXp/xrUJo5gflEs3/1O9XIefjPKx/ulejuq9nKabUDx+8WYLGciafsxk0kC1t1ztnxYoV6bPPPhPT5m2Jioqin3/+WSQiL1261JlthNfW9qqV4vWPjIUAeUFNa9PGB0hqDUlNeb+0mA6qz2+D5iebVM2Y1NKvYbD4m3EOCldDBnlxFeKUVmmXQ7LLJ+nqPUBduOeIK7FbypI+8eWWkoNrmzmDnPmLdg2NnTlzhsaNGydygry9vUU9nxw5cojfOUeIrz99+rToEZo4cSI1bdrU9S3XIWd84Z3bpSJFPnomih5amzbOm3TBQqNW5XJZtEU/74KWpyp3z4M0MZr/XgDOlFSNsDeU8X8Attdp4y9IPCOv/c/7XDbDu1lIdpq++UKK74eL/MrFrld85syZxcrvt27dEiu38zR0XvvrwoVXJ9+hQwdReZoXOUUQ5DrO6IHkHiVrQZC9er5ViAoEpqOPqye/GJja4O0eHDGkadJVl5X8gk5qkWZb1aITPgz+c+TEOYM93ipMxbK/ySua3r6M2RJIjpjUprRIrrekhe/EDoVgPj4+pmnykPrcXTC+6ygurGatuJqWyb1MCKgLTwffE3Yv0bXHlCS7xRpe41qGJGs2HH9BmtmhHI1bfZZ2XbxL7SppY41GtePyGRPfKyXyg7h36OjwBg4vwNssJDu1LpdTvBdam2XIxTVXn7hFaiVfXxQkqwia0ejmJWjkytM0sXUpPJMuhjAIHKWm/FGuUMy5gdxzUK1goEOzUivnD6D9l++L33kYhosHzv+4EkU9jTNVjwblTKxI7he74jn8Er3djHZlUxwIydmDiEBIpTjZ+b3yucTUV3AtdAiBlpTOldHsMn/AWZu2nVycQ4cgSN1K5/Kn49ej7D7eGXmTcr7P6ne+rQYgCEodWixCCPoLnjf0qUVf1ClIo94poZtzBvsdG9FA9npgcsE7vIrIVa9hWLNipGc5/L3FCtrGWXcAalQkWwYa2Lgo+WtwmRVwTi6RLakxS1jOEiB2j6vw+mK8phhPnQd5cByUmt+6uOz7359Vtbp+lZ7w0MGM9mXFBgCgNdULmVemtvyg6VBF+YVCU8LuT7jr169TkyZNKFeuXGL1+bVr19Lz568WgwPt0nsQBKD1ZGlnwXR59SpkURTRLZGJOpa0MCJq96ccL6oaERFBCxcupAwZMlDv3r0pMDCQWrduTfPnz6f791/NHADXSe33Vi28wAEgdXxUPWG1elC2wPRe1KVaPupvY0UBvXDo636aNGmoZs2aonp0aGgo7d+/nypXrkyzZ88WlaZr1apFkyZNwlpjLhKvx6+ZAKBY0ncky4U/Qbm4rlDRoAy04stqNKp5CcqQSI+PHqRo7nWxYsXENnDgQLpz5w6tXLlSbKx///7OaiO8hjgIQB0wgwqUXldIWltI769fpxWhyZIlC33yySdiA9dAjxAAALiamwxPsZyxFzJhFSokp7/p94JZ0lHJnH5Jru0DAMqgm95bvZwnaPqlhLLEKrChT20RLaf2mld66x4FAICUaxoSRGtORpBaoItBBXjFeGeUMAcAAEiKmwPfgo2HTm5T2rQvyE++KtHJgUBIoTKi+isAAKhE6/K5UnR7NzUNjRlnhVmLIL29valQoUKUP39+Z7RN1759N4R6LjpKXWsWkLspAACgI24yPKaqcoRatmwpgh7Lda+M+/hnjRo1aMWKFZQpUyZntlVXcgf40vIvqsvdDAAAAE1PMHB4aGzjxo1UsWJF8TMqKkps/DsXVly1ahXt2LGD7t27hzpCKVzkEwAAABTYI9SrVy+aM2cOVatWzbSvXr16YlisW7dudPr0aZo2bRp9/PHHzm6rbszsUE7uJgAAJMmA+fOa5OZGlDezL12994Qq5Q+w+3Zc6iXszmN6p3R2+m33ZYcfUzWBUFhYGPn5+SXYz/suXbokfi9cuDDdvXvXOS3UoTwBvnI3AQAAdMqN3OivrlVoycFr9GGVvHbfbnXPmnTnUaxI7dD00Fj58uVpwIABYkkNI/6dl9ngITN24cIFyp3bdvluSJyvJ8o7AQCAfHJm9KE+DYpQlgxeSRz5pivHO617soIguTkcCP3yyy90+fJlypUrl5ghxhv/fuXKFXEdi4mJoWHDhrmivZpXq0gW8vF0l7sZAJAC5fLoY6KIbipog6Y53PVQtGhROnPmDG3YsIHOnz8v9gUHB1ODBg3E6vTGmWWQPG+HZFfMU4cSjgDJ83mdApTOy53qBGfBUwjq46avfDOHAqG4uDjy8fGhY8eOUePGjcUGAADmvDzc6VMd1ADDMjza5Obi+w9I50mNSgTRwgPh6ssRSps2LeXJk4devnzpuhbpHbphAABAw3Jl8qGPqucj1eYIDR06lIYMGUL37993TYt0DnEQAKgFcoSAkjGkpbTXjcM5Qj/88ANdvHiRcuTIQXnz5qV06dKZXX/kyBFntg8AAABSUVkXJ/tbywdSVR0huRKhuQfqq6++ov/++08kZbdu3Zq+//57Sp8+vc3b1KlTh7Zv326277PPPqNZs2aRUmXwTktqXIEYAADUbVPfWrTpbCR1qebIsJVbsnqE3BTUS+RwIDRy5EiSQ4cOHejWrVtiOQ9O2v7oo49EJeu//vor0dt17dqVxowZY7rs66vsGgcNimeTuwkAAHZR2AgHpFChrBnEJgdVLbrKHj58SP/884+oMs3FFQMCAsSQWLZs2ShnzpxOb+TZs2dp3bp1dPDgQapQoYLYN2PGDGratClNmjRJDNPZwoFPUFAQqYV7GvTCAACAdsUrLIJ2OFn6xIkTVKRIEZowYYIIQjgoYsuWLaPBgwe7oo20d+9eypgxoykIYvXr1xdDZPv370/0tn/++ScFBgZSyZIlRfuePHmS6PGxsbEUHR1ttgEAAIBzGAwGRZVecDgQ6tu3L3Xp0kUso8ELrRpx7wyvPO8KERERlDVrVrN9Hh4eoieKr7Plgw8+oD/++IO2bt0qgqAFCxbQhx9+mOhjjR8/nvz9/U1bai4VopQXxvsVcomfPesVlrspAKBg+TKbT5YB7SsalPKhM84HsswJKpzVdr6v4obGeHhq9uzZCfbzkFhiQYk1gwYNEj1LieFhseTiHCKjkJAQyp49O9WrV08M6RUsWNDqbThg4mDPiHuE9LZu2oTWpWhI02KU0ddT7qYAgIINf7sYpXV3o9blX315Au2b0b4sNZiask4Pf9+Ek4LeLev8tBqXBUJeXl5Wh4t4uY0sWRwrJ9+vXz/Ru5SYAgUKiByfyMhIs/0vXrwQM8kcyf+pXLmy+MnT/20FQnx+vOkZzxZDEAQASeH3ie9al8ITpSOB6VP++eiRxi3BCIics5QdDoSaN28uZmEtWbLE1Pjw8HD6+uuvxZR2R3DgZE/wVLVqVZGLdPjwYSpfvrzYt2XLFoqPjzcFN/bgpUEY9wwBAACANlI6UjVHaPLkyWJ1ec7Zefr0KdWuXVusQJ8hQwYaN26cSxpZrFgxsa4ZT4U/cOAA7d69m3r06EHt2rUzzRi7ceOGWBCWr2c8/DV27FgRPF25coVWrlxJnTp1olq1alGpUsr8BpM/EOPtAACgbQaFzRpzuEeIE4i5lg8HI8ePHxdBUbly5cQsLlfi2V8c/HCOj7Gg4vTp003Xc22h0NBQ06wwT09P2rRpE02bNo0eP34s8nz4NsOGDSOl0kBgDQAAoKpPvGTVEWLVq1cXW2rhGWKJFU/Mly+fmJJnxIGPZVVpAAAAUOBwmoGUPTS2aNEiu+/w2rVrorcIAAAAILnrjykqEPrpp59Ens7EiROtTmePioqiNWvWiLo9PEx27949V7QVAAAAIPWHxniIiZONeVkLrrPDK87zchpcUPHBgweifhBXb+ap8KdOnRLXAQAAAFgK8ntTjFlVi67ytHne7t69S7t27aKrV6+KWWMcAJUtW1ZsnMQMAAAA+uDmwLG/f1yJFh8Mp6HNitGDJ3Fm1/n7JCyyqNhkaQ58WrZs6ZrWAAAAgCbVLpJFbOzhU/NASE7owgEAAADdQiAEAAAAspKzxiICIQAAALCLr5c7aaucIgIhAAAAsJOXh7tLeoCkBZEV3yP07Nkzm9fdunUrpe0BAAAAlXBz0qqrqhoa44KJxlXcpZYuXarYxUzVomiQn9xNAAAAcDlVD43VqVOHqlSpQhMmTBCXeUFTLqTYsWNHGjJkiCvaqBtjW5aUuwkAAAB2c9aQlioKKhr9+OOP1KxZM/r0009p1apVYjgsffr0dODAASpZEh/kKRGQzjNFtwcAAFCC/IHp6PLdx6QGyVp9vkmTJtSqVSuxBpmHhwf9999/CIIAAABACEzvmWggZJlb5JHGTT1DY2FhYVS1alXRG7R+/XoaOHCgWHqDf8bFKadSJAAAACjfvsH1KI2aAqEyZcpQ/vz56fjx49SgQQP65ptvaOvWrbRs2TKqVKmSa1oJAAAAquGWRDq0dG0x7j2SU7JyhDgxWqpatWp09OhR6t27tzPbBgAAABqcPh+QzpN+7lSBvDzSkId7GnUFQpZBkFGGDBno119/dUabAAAAQOMaFM9GSuBwIDR//vxEI0NbgRIAAADog0HWEokuDoR69epldpkTpJ88eUKenp7k6+uLQAgAAABUw+GBuQcPHphtMTExFBoaSjVq1KCFCxe6ppUAAAAALuCUDKXChQvTd999l6C3CAAAAEDJnJaqzYUVb9686ay7AwAAAFBejtDKlSsTrDPCy2z88MMPVL16dWe2DQAAABTMjXQYCLVs2TLBTLEsWbLQW2+9RZMnT3Zm2wAAAACUFQjFx8e7piUAAAAAqUzeco4AAACgOTUKZSFN9Qj17dvX7jucMmVKStoDAAAAKte9TkHK7u9Nu8Pu0r/Hbqo/EOJ1xFy55ggAAABoh6dHGnq/Ym66cu8xKZ1dgRCvLg8AAACg2xyhS5cuianyAAAAAEwLA0FpHKkefefOHdPltm3b0u3bt13VLgAAAADlBEKWvUFr1qyhx4+VP/YHAAAAoPrp8+PGjaNq1aqJFe4zZsxod/A2YsQIyp49O/n4+FD9+vXpwoULLm8rAAAAaCwQ4hlhlrPCUnOW2PPnz6lNmzbUvXt3u28zceJEmj59Os2aNYv2799P6dKlo0aNGtGzZ89c2lYAAADQWGVp7l3p0qULeXl5icscTHz++eciuJBatmyZ81tJRKNHjxY/582bZ3d7p02bRsOGDaMWLVqIffPnz6ds2bLRihUrqF27di5pJwAAAGgwEOrcubPZ5Q8//JCU7PLlyxQRESGGw4z8/f2pcuXKtHfvXpuBUGxsrNiMoqOjU6W9AAAAapPd34d0EwjNnTuX1ISDIMY9QFJ82XidNePHjzf1PgEAAEDihRPVTtYzGDRokCn3yNZ27ty5VG3T4MGDKSoqyrRdu3YtVR8fAAAAFLz6vDP169dP5B0lpkCBAsm676CgIPGTax3xrDEjvlymTBmbt+McKGMeFAAAAGibrIFQlixZxOYK+fPnF8HQ5s2bTYEP5/vw7DFHZp4BAACAdqlmcC88PJyOHTsmfr58+VL8zltMTIzpmKJFi9Ly5cvF7zys1rt3b/rmm29o5cqVdPLkSerUqRPlyJGDWrZsKeOZAAAA6IOBlE/WHiFHcGHE33//3XS5bNmypgVh69SpI34PDQ0VeT1GAwcOFNWvu3XrRg8fPqQaNWrQunXryNvbW4YzAAAAAKVRTSDE9YOSqiFkuQwI9wqNGTNGbAAAAJC63FTwhKtmaAwAAADA2RAIAQAAgG4hEAIAAADdJksjEAIAAADdQiAEAAAAuoVACAAAAFwCs8YAAAAAFAw9QgAAAOASSJYGAAAAUDD0CAEAAIBuIRACAAAA3UIgBAAAAA7LE+Cb5DGYNQYAAACalNY96TAHydJgN093dM4BAIB6uLmpob8naR5yNwCIhjUrRg2LB+GpAAAASGUIhBTg05oF5G4CAACALmE8BgAAAHQLgRAAAAA4zGBQQyp00hAIAQAAgG4hEAIAAADdQiAEAAAAup0+j0AIAAAAdAuBEAAAALhE5nSepHSoIwQAAAAu8WGVvHTiehTVK5aVlAqBEAAAALiEd1p3mt6+LCkZhsYAAABAtxAIAQAAgG4hEAIAAACHaWPyPAIhAAAA0DH0CAEAAIBuIRACAAAA3UIgBAAAALqFQAgAAAB0SzWB0Lhx46hatWrk6+tLGTNmtOs2Xbp0EYvCSbfGjRu7vK0AAACgDqqpLP38+XNq06YNVa1alX799Ve7b8eBz9y5c02Xvby8XNRCAAAA/XDTyPx51QRCo0ePFj/nzZvn0O048AkKCnJRqwAAAEDNVDM0llzbtm2jrFmzUnBwMHXv3p3u3buX6PGxsbEUHR1ttgEAAIA2aToQ4mGx+fPn0+bNm2nChAm0fft2atKkCb18+dLmbcaPH0/+/v6mLXfu3KnaZgAAANBJIDRo0KAEycyW27lz55J9/+3ataPmzZtTSEgItWzZklatWkUHDx4UvUS2DB48mKKiokzbtWvXkv34AAAAoGyy5gj169dPzOxKTIECBZz2eHxfgYGBdPHiRapXr57NnCIkVAMAAOiDrIFQlixZxJZarl+/LnKEsmfPnmqPCQAAAMqlmhyh8PBwOnbsmPjJOT78O28xMTGmY4oWLUrLly8Xv/P+AQMG0L59++jKlSsiT6hFixZUqFAhatSokYxnAgAAoH5uGll/XjXT50eMGEG///676XLZsmXFz61bt1KdOnXE76GhoSKvh7m7u9OJEyfEbR4+fEg5cuSghg0b0tixYzH0BQAAAOoKhLh+UFI1hAwGg+l3Hx8fWr9+fSq0DAAAANRKNUNjAAAAAM6GQAgAAAB0C4EQAAAA6BYCIQAAANDtoqsIhAAAAMBu374bQpnTedKkNqVJC1QzawwAAADk90HlPNS+Um6xDJYWoEcIAAAAHKKVIIghEAIAAADdQiAEAAAAuoVACAAAAHQLgRAAAADoFgIhAAAA0C0EQgAAAKBbCIQAAABAtxAIySytu3ZqMQAAAKgNAiGZzP2oIuUJ8KW/ulaRqwkAAAC6hyU2ZFI3OCvVHZhV9y9AAAAAOaFHCAAAAHQLgRAAAADoFgIhAAAA0C0EQgAAAKBbCIQAAABAtxAIAQAAgG4hEAIAAADdQiAEAAAAuoVACAAAAHQLgRAAAADoFgIhAAAA0C0EQgAAAKBbCIQAAABAtxAIAQAAgG55yN0ApTMYDOJndHS03E0BAAAAOxk/t42f47YgEErCo0ePxM/cuXPb+9wDAACAgj7H/f39bV7vZkgqVNK5+Ph4unnzJmXIkIHc3NxcErFykHXt2jXy8/MjPcA5a//vjL+x9v/GDH9n7f+do1X8GcXhDQdBOXLkoDRpbGcCoUcoCfzk5cqVi1yNX2Bqe5GlFM5Z+/A31gf8nbXPT6WfUYn1BBkhWRoAAAB0C4EQAAAA6BYCIZl5eXnRyJEjxU+9wDlrH/7G+oC/s/Z56eAzCsnSAAAAoFvoEQIAAADdQiAEAAAAuoVACAAAAHQLgZAT7Nixg9555x1RtImLLq5YsSJBUacRI0ZQ9uzZycfHh+rXr08XLlwwO+b+/fvUoUMHUachY8aM9Mknn1BMTIzZMSdOnKCaNWuSt7e3KHA1ceJEUuI5x8XF0ddff00hISGULl06cUynTp1EYUqtnrOlzz//XBwzbdo01Z6zPed79uxZat68uajVwX/rihUrUnh4uOn6Z8+e0ZdffkmZM2em9OnTU+vWren27dtm98HHN2vWjHx9fSlr1qw0YMAAevHiBSnxnPlv1aNHD1FbjP+XixcvTrNmzTI7Rk3nPH78ePE344Kx3I6WLVtSaGioS85n27ZtVK5cOZF0W6hQIZo3bx7JIalz5v/Rr776ioKDg8XfOE+ePNSzZ0+KiorS7Dlbfl41adLE6utfTefsEK4sDSmzZs0aw9ChQw3Lli3jKt2G5cuXm13/3XffGfz9/Q0rVqwwHD9+3NC8eXND/vz5DU+fPjUd07hxY0Pp0qUN+/btM+zcudNQqFAhQ/v27U3XR0VFGbJly2bo0KGD4dSpU4aFCxcafHx8DLNnz1bcOT98+NBQv359w+LFiw3nzp0z7N2711CpUiVD+fLlze5DS+csxdfzeeXIkcMwdepU1Z5zUud78eJFQ0BAgGHAgAGGI0eOiMv//vuv4fbt26ZjPv/8c0Pu3LkNmzdvNhw6dMhQpUoVQ7Vq1UzXv3jxwlCyZEnxejl69Kh4zMDAQMPgwYMNckjqnLt27WooWLCgYevWrYbLly+Lv4u7u7s4bzWec6NGjQxz584Vr7Vjx44ZmjZtasiTJ48hJibGqedz6dIlg6+vr6Fv376GM2fOGGbMmCGet3Xr1inunE+ePGlo1aqVYeXKleI1zedduHBhQ+vWrTV7zlJTpkwxNGnSJMHrX23n7AgEQs5+Qi1ePPHx8YagoCDD//73P7NAwcvLS3zIMX7B8O0OHjxoOmbt2rUGNzc3w40bN8TlH3/80ZApUyZDbGys6Zivv/7aEBwcbJBbYkGB0YEDB8RxV69e1fQ5X79+3ZAzZ07xhpM3b16zQEjN52ztfNu2bWv48MMPbd6GX+dp06Y1/P3336Z9Z8+eFffFwTHjN9M0adIYIiIiTMf89NNPBj8/P7PnQCnnXKJECcOYMWPM9pUrV04ET1o458jISNHW7du3O/V8Bg4cKJ47y9cPf0DLzfKcrVmyZInB09PTEBcXp+lzPnr0qHj/unXrVoLXv9rPOTEYGnOxy5cvU0REhBgOM+JhhMqVK9PevXvFZf7JwyQVKlQwHcPH8/Ie+/fvNx1Tq1Yt8vT0NB3TqFEj0b354MEDUjruVuauVj5PrZ4zr0vXsWNH0V1cokSJBNdr6Zz5XFevXk1FihQR7eNucn5NS7vSDx8+LIZJpa/9okWLiqEG6Wufh1CzZctmOobvj9c3On36NClNtWrVaOXKlXTjxg0xhLB161Y6f/48NWzYUBPnbBz+CQgIcOr58DHS+zAeY7wPJZ2zrWN4ONvDw0Oz5/zkyRP64IMPaObMmRQUFJTgNmo/58QgEHIxDoKY9MVjvGy8jn/yB4kU/8Pxi1R6jLX7kD6GUnGOAecMtW/f3rRWjRbPecKECeIcOJ/AGi2dc2RkpMiX+e6776hx48a0YcMGevfdd6lVq1a0fft2U3s5oDMGv7Ze+2o4X6MZM2aIvCDOEeJz43PnDw4OXtV+zhzc9u7dm6pXr04lS5Z06vnYOoY/RJ8+fUpKOmdLd+/epbFjx1K3bt1M+7R4zn369BGBfosWLazeTs3nnBQsugouxd8m33//ffHt+aefftLss83fnL///ns6cuSI6PnSOn4zZfymyW+grEyZMrRnzx6RPFy7dm3SIg6E9u3bJ3qF8ubNK5KrOZGYk6stvwmrDZ/HqVOnaNeuXXI3RTHnzB/gnBzMwe+oUaNIq+e8cuVK2rJlCx09epT0CD1CLmbsYrScZcGXjdfxT/6GLcWZ+Dx7QXqMtfuQPoZSg6CrV6/Sxo0bzVYu1to579y5U5wPDxlwLw9vfN79+vWjfPnyae6cAwMDxTnyB4RUsWLFTLPGuL3Pnz+nhw8fJvraV8P5Mv5GO2TIEJoyZYqYWVaqVCkxg6xt27Y0adIkVZ8zn8eqVavEUB/3dhk563xsHcPvCTwzS0nnbPTo0SPR48czrZYvX05p06Y1Xae1c96yZQuFhYWJnj/j+xfjGYJ16tRR9TnbA4GQi+XPn1+8ODZv3mz2LYNzQqpWrSou809+o+FeBekLk791c96F8Rj+9snBhREHFzzFM1OmTKTUIIjLBGzatElMvZXS2jlzbhBPez927Jhp414Czhdav3695s6Zh0t4Oq7lFFzOl+GeEla+fHnx4SF97fPxHChJX/snT540CxCNQbNlkCU3/pvwxjldUu7u7qYeMrWdM/fU8ocjf9Dza5Hfr6ScdT58jPQ+jMcY70NJ52x8j+a8L36dc28Jl7KQ0to5Dxo0KMH7F5s6dSrNnTtXlefsELmztbXg0aNHItueN35Kefoh/26cIcXT5zNmzCim2J44ccLQokULq9Pny5Yta9i/f79h165dYrqmdFo1z97gadUdO3YUM5IWLVokpinKNZU8sXN+/vy5KBGQK1cuMVWTZyAYN+msGC2dszWWs8bUds5JnS9PMecZRXPmzDFcuHDBNFWWywJIp17zNN0tW7aIqddVq1YVm+WU3IYNG4rXCk+zzZIli2zT55M659q1a4tZMTx9nqcK85Rkb29vMdtPjefcvXt3Udpj27ZtZv+nT548cer5GKdVc6kFnnU2c+ZM2aZVJ3XOXMKicuXKhpCQEDF9XnoMn6sWz9kaW9Pn1XLOjkAg5AT8psgvGsutc+fOpin0w4cPFx9wPG2+Xr16htDQULP7uHfvnvhATJ8+vZiO+NFHH4k3ZSmuQVSjRg1xHzzFkQMsJZ4z11exdh1vfDstnrO9gZCaztme8/31119FLSQOBrg+EtfKkuJg/4svvhAlAfgN8t133xVvwFJXrlwRdUu4XhLXJenXr59pmrLSzpnb3qVLF1Ejis+ZyxpMnjxZ/I+r8Zxt/Z9ygOfs8+HntkyZMmIaeoECBcweQ0nnbOs1wBu/t2nxnO0tH6Gmc3YEVp8HAAAA3UKOEAAAAOgWAiEAAADQLQRCAAAAoFsIhAAAAEC3EAgBAACAbiEQAgAAAN1CIAQAAAC6hUAIAAAAdAuBEAA4nZubG61YsULRzywvJtm7d+9Ueazhw4dTt27dXP44s2bNEgvCAoD9UFkaAOzSpUsX+v3338XvvDp1QECAWIG9ffv24jrpYqQRERFikVgvLy/FPrv3798XC4ry6uKuxM9FkSJFxIKVxgVpXYVXiucFNRctWkQ1a9Z06WMBaAV6hADAbo0bN6Zbt27RlStXaO3atVS3bl3q1asXvf322/TixQvTcUFBQbIGQRwQJIUDOVcHQeyXX36hatWquTwIYrxa+gcffEDTp093+WMBaAUCIQCwGwc3HOTkzJmTypUrR0OGDKF///1XBEXz5s2zOjTGQUmPHj0oe/bs5O3tLQKC8ePHmx37008/UZMmTcjHx4cKFChA//zzj9njXrt2jd5//33KmDGjCGBatGghgjEj7pFq2bIljRs3jnLkyEHBwcFi/48//kiFCxcWj5stWzZ67733bA6NPXjwgDp16iR6snx9fUV7Lly4YLqez48ff/369VSsWDFKnz69KTBMDPfOWA5X8WP37NmTBg4cKM6Hn9NRo0aZHcPPy+zZs0WQye3hx9y7dy9dvHhR3D5dunQiwAoLCzO7HT/WypUr6enTp4m2CwBeQSAEACny1ltvUenSpWnZsmVWr+feCf5gXrJkCYWGhtKff/5J+fLlS5BD07p1azp+/Dh16NCB2rVrR2fPnhXXxcXFUaNGjUTvzc6dO2n37t2mIETa87N582Zx/xs3bqRVq1bRoUOHRLAxZswYsX/dunVUq1Ytm+fBwRTfhtvKAQcvwN20aVPx+EZPnjyhSZMm0YIFC2jHjh0UHh5O/fv3T3T47cyZM1ShQoUE1/EwIwcz+/fvp4kTJ4p2ctulxo4dK4KzY8eOUdGiRUVvz2effUaDBw8WbeU2cpApxY/FvXN8vwBgB/kWvgcANencubOhRYsWVq9r27atoVixYqbL/NayfPly8ftXX31leOuttwzx8fFWb8vHfv7552b7KleubOjevbv4fcGCBYbg4GCz28fGxhp8fHwM69evN7UtW7ZsYr/R0qVLDX5+fobo6Girj1u7dm1Dr169xO/nz58X7di9e7fp+rt374rHWLJkibg8d+5ccczFixdNx8ycOVM8ri1Hjx4VtwkPD0/w2DVq1DDbV7FiRcPXX39t9rwMGzbMdHnv3r1i36+//mrat3DhQoO3t3eCx82UKZNh3rx5NtsFAG+gRwgAUow/t3kox1ZPC/do8HAV99Bs2LAhwTFVq1ZNcNnYI8S9RDwcxD1C3BPEGw8nPXv2zGxYKCQkROTIGDVo0EAMw/FQW8eOHUVPFPfoWMOPxQnglStXNu3LnDmzaLOxHYyHqAoWLGi6zMN9kZGRNp8X4/AUD81Z4kRzKWv3JT2Gh/aM5yndx89DdHS02e14iNHWuQKAOQRCAJBiHCzwbCVrOJfo8uXLYpiHAwPO9ZHm6iQlJiaGypcvL4Ip6Xb+/HkxVGTEw0xSHDgdOXKEFi5cKIKMESNGiCG8hw8fJvs8eZaZFAd/rzpvrAsMDDTlH9lzX/Hx8TaPMQaa1vZZ3o6H5LJkyWLXOQHoHQIhAEiRLVu2iKnhnONji5+fH7Vt25Z+/vlnWrx4MS1dulR8WBvt27fP7Hi+zMnBxkCKk5azZs1KhQoVMtv8/f0TbRv38tSvX1/k4Jw4cUIkWHN7LfFjWebV3Lt3T+QWFS9enJKLe4/43DlPKLVwLxn3EpUtWzbVHhNAzRAIAYDdYmNjRV2cGzduiN6Wb7/9Vszg4plNnNRrzZQpU0SvzLlz50Qvzt9//y1mSfEMLCPe99tvv4nrR44cSQcOHDAlAXPyNPes8ONwsjT3Lm3btk0Ms12/ft1mWzlhmhO1uffo6tWrNH/+fNFzYpxRJsUzy/j+u3btSrt27RLDcR9++KGYHcf7k4trK3EgxveZWvg54uFA6RAeANiGQAgA7MYzr3iYiWd98aytrVu3imCDp9C7u7tbvQ0PUXGPDM9mqlixouiVWbNmjVkBxtGjR4tp5pwTwwELB07GnhjOy+EZWnny5KFWrVqJ3ptPPvlE9Hpwb4stHGjxTDae1ca34arLfL8lSpSwevzcuXPFEBwHdZyjxENe3E7LISxHffrpp+LcLIevXIXPkQM6ALAPKksDgKw4z2X58uWiDpAWcUDFSdh9+vQRVbhd6fTp0yLw4561pIYNAeAV9AgBALg40JszZ45Z5W1X4eKO3KOGIAjAfugRAgBZab1HCACUzUPuBgCAviU2/RwAwNUwNAYAAAC6hUAIAAAAdAuBEAAAAOgWAiEAAADQLQRCAAAAoFsIhAAAAEC3EAgBAACAbiEQAgAAAN1CIAQAAACkV/8HlzCCDuiJZwoAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 11/95: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 12/95: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + " Error reading spectrum with wcs1d-fits: spec_axis does not have unit: []\n", + " Attempting manual spectrum creation...\n", + " Successfully created spectrum manually\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [__main__]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [specutils.spectra.spectrum]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Saved smoothed spectrum: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 13/95: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV.fits\n", + " Data already 1D: (24750,)\n", + " Saved to ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 14/95: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56705.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 15/95: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 16/95: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 17/95: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I.fits\n", + " Data already 1D: (22001,)\n", + " Saved to 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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KckDb/gzbYIXbkUdN30xxkWH00tUtxG39m1ehZtUS7X7/w28OEYFHWePzWbB3/TgVqLz99tv0/vvv0+DBgylUsz01u/nmm8Xl8ePH6f/+7//ohx9+oKeeesr9RwsAAOAGR87nyXvx5BeXiEBl8e4Mm8dxsWtUhPW898fmE1Q9KZpOZuWLzznYWLrHnJ25WFhCRZblJC7CLYszQYoZ5qiUadWqVWU/iIhq1qxJb775plOPBQAA8JX9GbnyBNpDlk0Dk2Mj6EKeuqCWC2mVtSbt6ybTz+uOyp9z3Yoy3Ci2LP04083jrJAgz6gYpuuHAxyOLp988klfHwoAAAS4XEt3TpOqCXL2g2ep6NWotKqRJH/Oy0MZiiUi0eWjiElK5IyKGwMVCu69fpxa+pGUlpbSsmXLaMWKFXTkyBHKy8sTtSjt2rWj/v37U+3atct1EOvWraMvvviC2rQxjxkGAADwpNM55qWbNrUqyUs3vASk1/XDxa+xkWEiezL1v8Oq+1cdPKv6vKjEEqg4MRrfWSHIqJTt0qVL9Nprr4lAhItpufsnMzOTwsLCaP/+/TR+/HiqX7++uG/16tUuvQG5ubk0fPhw+uqrryg5ObncbyQAAICzTltqTKomRsnLNHpLKxGWzMjlDVLF5Y4T2ar7Lxbw0o81e1Ji2SmZMzHuEhLkNSpOhXxNmjShrVu3imAiOztb1KzMmDFDFM3+/ffflJ6eTgcOHKCePXvSrbfeKh7nrEcffZSGDBkiMjIAAACeVlpqohNyoBLtcJlGyowoR+Bru4fOXyywGRrnTDEtuHHpZ8GCBdS8eXOHj6lbty6NGTOGRo8eLQIXZ0yfPp02btwoln6cHTCnHDLHQRMAAIArlBNoKydEOQwqpGwLtx7rnpeKS0WdyxLL8tFXKw6Jy2hFp1BFhchFKsGZU3HqlSwrSFHiQXANGzYs83FHjx6lUaNG0bRp0yg6Otqp5544cSIlJSXJH+WtiQEAgOBVZFmekbp6lHNStCItGZXk2Ejd+3mcfu2UWJvbpfZl9xbTBieXQz4uqLV3u7OZFLZhwwbKyMig9u3bU3h4uPjgQt2PPvpIXC8psS1q4oxNVlaW/MHBDgAAgGvnMVLVkThqJZaWhSrZDVRK5U4fpRY17A97c1WIJaUSpAkV5wMVXmbhwW5xcXFUtWpVGjdunCqYOHPmjCiodVa/fv1o27ZttHnzZvmjY8eOorCWr3OhrlZUVJQY2a/8AAAAcEWxJVIJtQQAYU7UqMRH2Vn6KSrV3VXZne3JErQnl+Gll16iLVu20Pfffy86frgLiOtLZs6cSZGRkS7vQ5CQkECtWrVS3cZBUGpqqs3tAAAA7s6oSAGKNqhoWSNR7u6Rsi6xkfolnYUlJboZlTA3FtOGoD3ZOb///ruYdXLjjTfSfffdR+vXrxdZlGuuuUYucHV+HDAAAIBvMypSoKLNqKTERapqWBjPUVGSAhjOqGh3YXb/wLcQcRmkKz/OL/1wUMKdPZK0tDSxEaG0USEPf6uopUuX0gcffFDh5wEAALCn1JL9t2ZU1KfCFfvO2iz9SAGLJC7KnGEpLCmlYsuQNyVHy0muCkFGxTl16tShXbt22SzfcOsyD4S77rrr3PamAAAAeIpUUiJlPbTFtHd1tf5RXiUhSlxqO3ukbiBzRqXUs4EKBXeNitMZlYEDB9I333xjc3t8fDzNnz/f6RZjAAAAZ3H7r7eLaW/pVJva1kqiVjUTqUv9FHFbUkyE6jHt6lSSMyp/bzvplYxKsHJ6r58JEybQiRMndO/jzMrChQtFcS0AAIA7rDl4ju6cvJaeHdSU7uvZwC3PmV9UYlNMKwUskpiIMPrjsR6q26olqf8Yv6p1dZq/47QIpA6cMe++7OmuHwrOhIrzGRXeh6dly5Z27+dgpVevXu46LgAACHLPz9wmMhav/aUuOyiv9xbsoWYvzZM3EpQCFW1IUdb4+zopsfLSD4/Q1+PejEpIMMcpru2eLOGR90uWLBED27QD4CZNmuSuYwMAgCDmzpM9+79/9ovLN/7ercp6aDMqjgbAMW5HjrKMyOeBb3rcuddPiOXSlREgQR2ovPHGGzR27Fhq2rSpGPymbElGezIAALiLp0/MkeHmYEIbU5QVqIivtQwl5YxKh7rJtOHIBc8FWSHmiyCNU1wPVD788EOaMmUKjRw50jNHBAAA4IUTs9RyrP0jO8KJbIiUUeFAJTHGNijBHBX3cTk3FRoaSt27d3fjIQAAANifd+Kp7IyUUQnTBCphTmVUrEs/xToj9J15DmeFBHlGxeVA5amnnqJPPvnEM0cDAABgoTPwtdz0akmkYEO7TFNWRoWDHinIEYGKxyfTBvccFZeXfkaPHk1Dhgyhhg0bUosWLSgiQt1bznv/AAAAGCmjkldYYj+jogkq7NWoVE6IojM5BdSubjJFyYFKCRVhMq2xApUnnnhCdPz06dNHbCCIAloAAHC3LUcz6diFS257vvavLrRbo6LNftjLhnx8Wzua/O8hen5QM3k5ptDe0k+I+/f6CVYuBypTp06lGTNmiKwKAACAJwz9ZKXbnuvYBf296KSNBZUZFb5u7w/wLg1SxQfjzIqjpZ8IS8bFHUKCO05xvUYlJSVFLPsAAAAYyd7TOdTjrX/ol/VHbabR6pE2HFQGKs7Wlkj1LeySzrKSM51DrjIFaTWty6/kyy+/TOPHj3fLbskAAADO+GSJeVibI8/P2CqWi579bat827ZjWdR/0nLdx0dYghJloKLdJdkeZRxSpLP0I9W/uLeYNji5vPTz0Ucf0YEDB8Swt3r16tkU02K/HwAAcLd35u+hmzvWFgWt9mTnF9vcdttXq+0+Xs6oKNZWnB3UppxmqzdG352BCkkj9IM0UnE5UBk2bJhnjgQAAMCBnPwih4HK/oxcm9tyC2yDF232RDnzRKpbcSVQ0W199khGxUTByOVAhZd9AAAAvO2SnVoTCSdDXJm9IgUlxYr2Ymf36FE+jDdOdFTDUlEhGPjm+oaEa9assbmdb1u/fr3b3hgAAAAlvaJVpQEtqrr0gklBSWp8pPW2cmRU9Lg1UKHg3j3Z5Vfy0UcfpaNH1RXV7Pjx4+I+AAAAV53IvETp58xNGnpzSZzJqESFmzcKZKWlJt3aEb2MSvWkaJe7fsoMVDzQnmwK0kjF5Vdy586d1L59e5vb27VrJ+4DAABwBQcmV320gq54Z4moQ9FbSjE/zv6Z+vDZizR7ywn584Nnc8vMwFgHvoXaFNiWpax4xhM1KhSkORWXX8moqCg6ffq0ze0nT56k8HCXS14AACDIZV4qosy8InF92/Es3XH39tqAJb3fXar6/OiFS/TfgbOq27RJEGmZR7nc42xGpayp7M52Dzn3vUhARsVJAwcOpDFjxlBWVpZ8W2ZmJr3wwgs0YMAAt70xAAAQHLIvmYMUxlkQe5kQvQmwjp7z4WkbVbdVTbAu8SgzKsrZKc7OUXF3MOJISJCPpnU5o/Luu++KGpW6deuK/X74o379+nTq1Cl67733PHOUAAAQsJTzT7jVV5lRWfl8X6phqSFxlFHRulhgG+xUSVS3Nkvnf2UWxZXgw0txiixYMyour9XUrFmTtm7dStOmTaMtW7ZQTEwM3X333XTbbbfZDH8DAABwJaPCuxHnFZoDl5qVYsRHk2oJdCIr32FxbJf6KbTm0Hn58xKds3pKnLW7hw27rKZORiXExUyH7fe5oX0t8gRTkNaolKuoJC4ujh544AH3Hw0AAASd7HxFoFJUSuNn71AVpEqtvvaKbJn2FM5dP1rapZ8alWLEZUxkmMtzVLQZFT7Wn+7vQvO2n6KnBjQhdwoJ8hoVVL8CAIBPZV9SL/1sPWaugTx09qIqYHGUUdEGJnr1LPZikKSYiHIt/ShH73Mw1aFuivhwtxDMUQEAAPCdyf8eVC39aEkZFUc1KkWawOSSZflI6VRWPo2/poW4vuLZPrqtxK4sryhnqXiysDbEjRmVzLxCen/hXjpyzhwE+gP370MNAADgAuWgtkuF9vfN0WZUJi3cS9+uPCSuF2nuy9HZoPBkVj7d3b0+HX5zCNVOibU+v6JGpdT5el1Vu7MrtS2+3OtnzMxt9OHifdTrnaW09Vgm+QMEKgAA4FMNKsfJ1xfvtp3TJRW7FioGvu3PyKGPFu+jl//cSb+sO0o7T2arvmbqqsPy9T5NK4vLIa2r637/KEVGZe1ha0FuWULL2S3kqhBrpFJhyoLjaz9eSWdyCijgalS4NZkrnWvVMlc1r127ln788Udq0aIFCmwBAMBlJYplG6k+RXmCljIqymUhHugmeXbGVpvnzC+ypkY+Hd5BBDLt61Qqc05JtUR1wa0jyrZmV4pwfVmjEqqJp/h16ZVgDuSMyuVX9vbbb6clS5aI6zw7hYe8cbDy4osv0iuvvOKJYwQAgABmb5CbFAjERITJHUHO7rUjqZMSK7p6OtRNdjg4bfkzfeiurnXp5wcvd/q41aP3vVGjYnLDc6mPs6z9kPwyUNm+fTt17txZXP/ll1+oVatW9N9//4m5Kt9++60njhEAAAKYvU0IJdER5lNVvmJTQmfDgls713bqcXVSY+mVoa2oVrK1dqUsyuUeZ0fv+1poiGsbPfploFJUVCT2+2GLFi2ia6+9Vlxv1qyZ2O8HAADAFWWNxo+2ZFSUJ9ULeYVOPbey9djd1HsEeb7k0+SG51C2VNvrjjIal1/Zli1b0ueff04rVqyghQsX0qBBg8TtJ06coNTUVE8cIwAABDB7uyK3qpmkGsjGewDtOJFF6w6fp1HTNzv13Mmx6mm07qSqUfHo0k+I29qTtUs/m49muWVJyVCByltvvUVffPEF9e7dW4zNb9u2rbh99uzZ8pIQAABAeYpplV4d2kpcRlval3kPoCEf/Us3fb7K7nPd37O+6vP4KM/NNVXVqHiy64fIfcW0mrP+T2vT6YfVR8T1PzYfp/umrqccxaRgI3D5HeQA5ezZs5SdnU3Jycny7TxSPzbW+bU9AAAIbrtPZYu9fIp0hpeMHdLcJqPy7/6zDp/vnRvb0I4T2Q43IvTY0o8Luy77spg2TKeg+K15e+jOrvXkLNUnSw7Q84ObkVGUK9QMCwtTBSmsXr167jomAAAIcLx8w5kR7sqpFGtbRxJlqUtRdv04cnWb6nRTx9o0f+p61e1xkZ7MqHhpjgqRG9uTbY9TOw34wkXn6n+8BQPfAADA6xbtMg92Sz+fp1ujEqXMUDgRA/xvYFNx2bCKdXicdmdkdzt45qJ3JtOGSCkVdzyXzm1O91D5BgIVAADwOuUmgsWWpZ8rmlTW3X8ntoyMyvqx/al+WpxtgOPhTIfyeMM8OfAtxH0j9PVeD+2u1O74Pu6EQAUAALxOOTlWajvu2ShNNxPSub79HYlHdqtHafHWOhRe/lHyZKZD+dwR3lj6MVX8uZwZlGe0JiAEKgAA4HW85CO5WGAOVKpXitbNqPDSx9oX++k+T5OqCarPebPBySM6eiWjogymPNmeTE5O4XVGqdGiECeUq8po3bp1Yox+RkYGlWqqtSdNmuSuYwMAgAC1bO8Z+XpugXnoWGK0tahWG19USdDfg0cvDlFmWDxZo6IMppwp+K0ok8lzreBKTjzE2IHKG2+8QWPHjqWmTZtS1apVVcNjHO2jAAAAoByLLy3/SPvNxEeHO9yDhruDMvOKylzKUGZRPJlRUQYnUZZZL57t+jFV+Ln0noH3QVJaffAc+XWg8uGHH9KUKVNo5MiRnjkiAAAIeLWTY2lfRq7qtjhFK7HeHjSzHulOfd5dqrotVCcQaVw1nqonRYuptJ4cxCbNd9FmVzw3R4UqTuc5IjVZp+OZ1p2pjcDlVzY0NJS6d+/umaMBAICgUKJz1lXWeTSvnmhzP3f2vHhVc5vbtDi7sWR0b5r9WHePZvq9FqiQZYS+G54rOS7SqffCSFx+ZZ966in65JNPPHM0AAAQdO3JEs5+rHi2D01/4HLdQEU7nOyxPo1sli2UGxl6clqstm3aXzIqsYrgSsITb42834/LSz+jR4+mIUOGUMOGDalFixYUEaGeKDhz5kx3Hh8AAAQgvYJNDix4pD537tjTrJo1gLmrW13ypTjFPkLa5RN3CpGvmTxSTMs3lbWDtV8FKk888YTo+OnTp4/YLRkFtAAA4I4Tpt4+NDaPUSwPKbuEfKF30yry9bxCc+eS0TMqxTqvO99mbwdrvwxUpk6dSjNmzBBZFQAAAHfN85Am1DrCGRdJlAeXW5xROcHaBp2TX+wXNSqlOoFKSWkpZRtsx+QKBSopKSli2QcAAMCdgUpCVNkZEh7w9t5NbalaUrShMvqeDFTIjbsn62ZUSkyUfcm4gYrL4ejLL79M48ePp7w861TB8vrss8+oTZs2lJiYKD66du1Kc+fOrfDzAgCAsUnby3SuZx2Pn6Szi7KeGzrUou6KcftG4Mn9cUI8vOTGt2kDmMy8Qv/NqHz00Ud04MABMeytXr16NsW0GzdudPq5atWqRW+++SY1btxYRIq8rDR06FDatGkTtWzZ0tVDAwAAP8uovHZdK2pYOd7g+/fa9+qwVvTl8gP0zJXNPP69TB4MVL5bdVh126ajmdRHUYPjV4HKsGHD3PbNr7nmGtXnr7/+usiyrF69GoEKAEAAk06YPFnWk9NjPe3Oy+uKD08KsSxxeWqE/rmLhfTT2qMub15o2ECFl308oaSkhH799Ve6ePGiWAICAIDAz6j4cYziNSFuzKjoFSzrdSyF+PumhGzDhg20a9cucZ2Xadq1a1eu59m2bZsITPLz8yk+Pp5mzZol5rPoKSgoEB+S7Ozsch49AAD4ktR94s/ZFG8JcWMxrd64FL0CW5M/Byq8Y/Ktt95KS5cupUqVKonbMjMzxVyV6dOnU+XKlV16Pt7ccPPmzZSVlUW//fYbjRgxgpYtW6YbrEycOJEmTJjg6iEDAIDBSGPbjbTEYFQhbnyJ9DIqevGPkSbVutz18/jjj1NOTg7t2LGDzp8/Lz62b98ushs8DM5VkZGR1KhRI+rQoYMIRNq2bSs2PtQzZswYEdBIH0ePqtfUAADAP0h/xCOj4sIcFVPFX/cSJwe7+XVGZd68ebRo0SJq3ty6MRRnP3j/n4EDB1b4gEpLS1XLO0pRUVHiAwAA/Bf/tV5YbP7LHhkVF5Z+yA0j9BXRTnREKOUXlRo+UgktTyChbUlmfBvf5wrOkCxfvpwOHz4salX4c15SGj58uKuHBQAAfuLX9cfk6xGKkfjgmMnNXT9v3dDG/vcyUKTicqDSt29fGjVqFJ04cUK+7fjx42JX5X79+rlc73LXXXeJOhX+2nXr1tH8+fNpwIABrh4WAAD4iWlrjsjXE2N8u1+PPwgpZ3vyy7N30LBPVqp2nJYKZxc9fQV1qZ9q92sNVKLi+tLPxx9/TNdee60Y9la7dm1xG9eKtGrVin744QeXnmvy5MmufnsAAPBz2Ypx8xEe3HU4UISU8+u+/c88xG3Rzgwa0qa6KqMSFhrqsD7ISLVDLgcqHJzw9FmuU9m9e7e4jetV+vfv74njAwCAAJMWH0mHzl6kXk1c6xINdqZyLsco61KkQCU8NER8OLPhol8FKkVFRRQTEyPaiXl5Bks0AADgbAHtS39spyoJ0ZRXaF6KuLt7Pbx4Ls1RoXJRxiPS0k9oaAjFRoXZPLZeaiwdPpdH53L9dK8fLpitU6eOmCILAADgrBHfrKPle8+I642qxBtuecEv2pOpYl+vzahEhYdRWnwUnc21dtomWWqGpK4sI3B5cfDFF1+kF154QcxPAQAAcIYUpLBTWfniEoGKiwPfTM7/rikHtknxIN9mrVEx35gaF6n6Os60KLc48Nti2v3791ONGjWobt26FBcXV+7dkwEAIDgkRIdTjqWINrfAfBmGqbROCSlHjUqRYrCb1DWknJQvvfbhmvZw6Xa/DlSGDh0q/9AAAADOSImLlAMV+QSEGSoeq1HJV7QkS0WzyvH5YZbXXltQKw3ge+iHjXR9u5o06ZbLyO8ClZdfftkzRwIAAAErv8i2thFTaZ0VIv7rSo4j+1KRfD0i3FzloZzJKgUo4Zr28PTzefL1mZuO0yN9GlKjKgnkVzUqDRo0oHPnztnczhsT8n0AAABaeqPaw0MxQ8VTuyeXKNZ5MvMKbTMqlkBFWyd0KttcPyQ5duES+ZrLvyU87l6v64f35zl2zDoWGQAAQHLJ0pKsOgEhTnFKiOXSlYyKMlAZNX0zZV0qUt0m1aKUtYXBd6usU4QNv/Qze/Zs+TqPuU9KSpI/58Bl8eLFVL9+ffcfIQAA+LWsvCIqLEFGpbxCylEXqgxK2Kb0C9S6ZpJORsVxtPjP7gzym0Bl2LBh8gs2YsQIm/kqPFL/vffec/8RAgCAX9t/JtduJxA4z2Qq3zRaqYtH2ZosBT+OptOy+mnqzl5fcPq3RNoZmbMmvHlgWlqaJ48LAAACxNZjmeKyZqUYOp5prXnAhoTeWfphHLdIU2mVbeFlBSp9m1UhX3N5hfDQoUM2QQoX0gIAAOg5nW2efNqyRiJNGdlRvj0u0naEOzga+GZy+uVRdviwI+fybIa9OdMirg14/CJQeeutt+jnn3+WP7/pppsoJSWFatasSVu2bHH38QEAQIBkVNISoqhvs6o06ea29ON9XTCTy9WuH3KessOHvTJnp2p8vrOdV9rn8YtA5fPPPxc7KLOFCxeKXZTnzZtHgwcPpmeeecYTxwgAAH7svwPmkRYFlhbl69vXom6NUD7g8l4/Judfc73JssoNCSXKoOWJvo2oQeU4/8+onDp1Sg5U5syZQzfffDMNHDiQnn32WVG7AgAAFcOtpK7MzPAX83ec8vUh+KcQ10foa5usuONHCl7C7Sz99G1e1WYIn3IUv98EKsnJyXT06FFxnTMp/fv3t252hF2VAQAq5PpPV1LbCQto9K9bA+6VfHZQU18fgl8KsVy6Ertql2zqpsZScYltjYqyPZlv1tbWFuu0lRs+ULn++uvp9ttvpwEDBogJtbzkwzZt2kSNGjXyxDECAASNjenmeo4ZG48F3KC3AS2q+vRY/FWIJcvhSqBSUKwOMIpKSnWLaU8ourA4m6LNqEjLRX4VqLz//vv02GOPUYsWLUSNSnx8vLj95MmT9Mgjj3jiGAEAgkKpAU4Krjh4JpfWHLTdUsXe3jFVE6K9cFSBJ6QcX3PG0mkl4WyKNFtFGai0rWUdAsdBina4nJSF8SWXp+3wcLfRo0fb3P7UU0+565gAAILSecueLCzR4MPQ+K/zvu8tE9cXPd2LGlUx/9GqlZNv3hyvXmqsqogTXGdy4bGRlo0IJRvTL1CJZTko3N7ST6jO0o8Bun5c/pegHKWvxFFYdHS0WP7BKH0AANe9v3CvfD07v5gKi0ttTjhGcVyxWd3RC3m0Yt8ZWrHvLH12R3uKCrfOR5EGvCVER/jkOANBeTYlLChW7610Ia9Izo4oA0bl5snmjAoZbunH5UCFR+lzUKJ9waTb+LJHjx70+++/i8JbAABwzrQ16arPj5y7SI2rJhjy5csrKpavc9vxhD93iuszNx6n2zrXke/LzDNnVPKLbDclBNfak12hrVFh0tJPuMNiWuMt/bgcqnNdSqdOncRlVlaW+ODrXbp0Ee3Ky5cvF0W2estDAADgvIwcdZ2BUYtkLymCljzNLslbj2WJy5rJMV48ukDNqJDTOBunZS2mtZ76lUFLiE6NChfh+l1GZdSoUfTll19St27d5Nv69esnln0eeOAB2rFjB33wwQd0zz33uPtYAQAC1tlc26DkgqJmxWguKTIkyuBky1H1lirS7I6UuEgvHl1gCQmxP8TNHmm36h6N0ujf/WfF9XWHztsu9ygCFW02xW8Hvh04cIASExNtbufbDh48KK43btyYzp41vzAAAFA2ZXdMP8tGcDn51kyF0Sj/Ys8rsAYqs7ecUD1OqlHhEyaUT6jUnuzC10hLNmnx1gDxo3/2O8yo6NU6azNkfhGodOjQQYzKP3PmjHwbX+fJtLwkxPbt2ydPrwUAgLKdyzVnT9rWrkRREaF20/dGoaxdOKOTDWIZOfm01vJXfHIsMioVDVRKXcioSIPa9IqY1TUq6oyKNlbZeTKb/C5QmTx5sthBuVatWqLDhz/4+uHDh+nrr78Wj8nNzaWxY8d64ngBAALS/d+tl5dOpK4ZIwcqytoF5dAw5Umw8+uL5eux2Cm53ELLUaNSZFmyiVCu81iEhegHKjorP9TYTtu5oWtUmjZtSjt37qQFCxbQ3r175dt4Um2oJZ3EnUEAAFA+kZaTi7bF1EikE6FyeUc62XEHqPakivbk8gupQEYlQrGXjyTMUUYlRL9TyJfKNVGIA5JBgwaJDwAAcJ9fHuxKc7aeMHxGRbkHjHKmCm9ix3UNymJb1rSaMdus/UGog2La09n59PLsHTS8S13q0dhaB/TLevMWDNmWgXtKyo0IlW3jCdHh9HCvhvTA9xvk2wwQp5QvUFm8eLH4yMjIoFLN1LopU6a469gAAIKCstW3efUEWrBDyqj4x9IP7/asxJ9L81PYhGtbqv5yh3LWqJTa3vfJkv00d/spWrrnDO16dZDNe/LTWvMmwkrK94Jn4Ejio8JpYMtqhuv6cTlQmTBhAr3yyivUsWNHql69uk3PNQAAuEZqQ+Y0PZ8sIizTaDk7YVTKY9MGVByknLtoLbC9vn1Nrx5bMBXT7j2dIy6VGSxlqzvHJNpYQ1mjoty2Qe987spyk2EClc8//5y+/fZbuvPOOz1zRAAAQYTrULq9+Y/cGcMniwjLX7xG2GdFiWtPnp+xTezro1w+0OK/5nefNJ9AuzZIRX2KB+eoxEfZnsZXHbBuFDllZCca+c06uxmVSjGOtzYwQJzietdPYWGhatgbAACUX8tx8+Xr5y6a/7oNDzNmRoX38vl5/VF6/e9dDpelthzLpINnc8X1PIzOr7AwS2ChtwrDSz5ayuWazvVTbIbtKYPMspbkjLD043Kgct9999GPP/7omaMBAAgyyk3falaKUZ1IlAWrRhvp/6dmsJvSm3N3y8sVdVJivXJsQTHwzWRy+Psj3R8dYd0UMjo8jCaP6Kj7fOzmTrWpbmosjexWT/d7++XST35+vhihv2jRImrTpg1FRKjTRpMmTXLn8QEAGB4HFFwjUNEW3O/v7SwuIyyjHoywc629k9aOE/YHgTWrlkC5Beapum1rJXnl2IKj64fKzH5wkKsc0sYj8sMVk2i1s24SoyNo6ejedutN/TJQ2bp1K1122WXi+vbt2z1xTAAAfuW2r1bTusMX6Lt7OtMVTSqX6znevrEN1U2NU2VUjLAhnFJGdr5Tj+Mdn4+cy5NbXsE7c1SKSjhQIfpo8T7V7dp6IuUIfeXz6zFCrOzyb9CSJUs8cyQAAH6KgxR215S1dPjNIeVqS+7fvKp8XapRUY6pN4LYSOdOGYXFJbTZsjlhpKWDCcovNMS5ehHeiDCGrMs+iZYgUZlBYTrDau0yQkbFLb9BvC42d+5cuvHGG93xdAAAQeGL5Qfk68mx1mWjcIN2/ZR1oryxQy1xKS37GH1onf/VqJCKtmZFysANbGEOep+5sqluwawr83n8sphWiff8eemll6hOnTp03XXXifoVAIBgolfg6CzlSVyZfpcCFaN1/fBf7I6kWrpLTmVZzwV9m1kzReDeOSolmiBCmjIrPU7a50dbo6LM5JXFAAkV1wOVgoICmjZtGvXt21fs8fPGG2/Q008/LabUzpkzxzNHCQBgUBWZHptomWHRpKp64zfpBGO0jEpZ2RGpDfasZSdoVjkhyuPHFehCLWdqbaCi/d176ufNqgBXWkLU1qhwl09AZlQ2bNhAjzzyCFWrVo0++OADsfHg0aNHxb4/V155JSUmJnr2SAEADGjPKfNgM0mpC/9j3348S1w2r67+/6e1mNb3JwlXMirSfj7S+Hap3RrclVEhFd5TSUnac0kKcKUNCW1rVEL9qkbF6WLaLl260OOPP06rV68WmRQAACAa+slK1ctwsbDY6Tbl7HxzLUePRmnq/zFL7ckG6/opcpBRua5dTZtaCL2pqeC+OSqFmt+PPs2qqDMqlt8j7fuiDVwcMUCc4nyg0q9fP5o8ebJY4uHx+ZxFwT4/AABqXEjqbKDy774z8uh8JekvYaPNUXHULs0nTe0EVO0OyuDeOSoFmtdXmlIrBbhSZk5bo+LKBpElBohUnM7/zJ8/n3bs2CGyKQ8//LDYkHDUqFHiPgQsABCstMsbOZYsSVl44zjpxNOypnbpJ9Tvln5G9WtMUTzEQ+FEpnkpAiomxJJR0daLaGtUqidFqwJceeknrPwZFSMs/bhUTFu7dm0aN26c6Pb5/vvv6cyZMxQeHk5Dhw6lF154gTZu3Oi5IwUAMCDtSUBbN2DPewv2yNerJ6mDHXlTQgMt/fCyA++KrNSpXrKq40c6MUq6Nkz12vEFslDFy6pc/tEGKlL2o6ylnzAHG0pq8VNWpLPNp+3JAwYMEHv+nDhxQtSu8ByVTp06uffoAAAMTprAKsnJV5/M7dEukyjJA98MtPRz8xeraO72U+J6pdgIeuO61jTx+tby/by/jNStJOlUL8XrxxmIQhWt68pfCe1SnFTIbbv0U/6MivZ7+uXAt+TkZBGobNq0idatU28lDQAQbNLPqwMXe2IsG8cNaV3d5j4jjtCXpu+ye7vXp9u71FEt+0eFh9pkl6SfEdwZqJjsFjdLGZV9Geadq6XAMawCXT/a7+kLTh1tenq6U0/Wvn17cXn8+PGKHRUAgJ/6bcMxpx4nzRrRm2khb0posBoVSYPK5rkvDdLiqE/TymIiLWeBIjUZlehIBCruEBqqHzQUaAJZ6VMpWycFOBxQKrMorgbAvp6l4lSgwks6Dz74oMOMSVZWFn311VfUqlUrmjFjhjuPEQDA5/7aepIGfbCcdpzIoo3pF+jrFQdp2zHzHBSlTenmPW6cKaZlqfG2A9GkzITRBr5JpFoUPgF+c3dnevemtuLzOE07MjIq7s+omBQxw0XFVgV6Sz+8RCdRZlWW7zV3BznL1/W0TrUn79y5k15//XVRlxIdHU0dOnSgGjVqiOsXLlwQ93NHEGdU3n77bbrqqqs8f+QAAF7CI8cf/dHcLDDko3/d8pxSoJIWH2k3EPBV18/5i4UiyIixkxGJsLPRIC818PlQ+gMcgYr7A5USRXbjsR83qR7HgS3vcC3N51FmuDijYv6NI2pWzbUBrb5uUXYqo5KamkqTJk2ikydP0scff0yNGzems2fP0r595q2khw8fLibXrlq1yqUgZeLEiSJbk5CQQFWqVBHTbvfssVbCAwAYwTUfOw5OqiVG0wDLRnCuBAMsNS7K6b1dvCEzr5Dav7qQOry20O60XWlpSo/yobFRWPpxhxBFiYmj3wl+7Tu/sVj+XFkzpMyouLJ7clnf0xtcGhsYExMjdkh21y7Jy5Yto0cffVQEK8XFxaLFeeDAgSJDExcX55bvAQBQUfstxYn2JMdF0v8GNqGFO0+r0u2OSK2lMZEOzho+OD9stSxnKdusz1iyPxJnazHrpDi/pwy41vVTUFyiCpRPZefb1JIou7CU110tpjWV+nnXT0XMmzePRo4cSS1btqS2bdvSt99+Kwp3OTsDAOAvUuIiKNoy7MzRmHm9Df60Lb1M6qYx+fikKHnwe/X/k0PIfnvrs4OsW6zUT8UfnO55T0gmzTTJyLYGj5NuMdcIOQpUzlkyeOXZKNIvln68hQtyWUoKeu8BwBjmWWaHOMIj8HmOCMt3MlCROi8ideo9pPOSLwZt6cQptPmotUC4Vc1Ealenkt2vv75dLXFZNTGKQl2c1wHOZ1TWHzkvv84JURG6SzTaAXySq9vYtsQHzNKPJ5WWltKTTz5J3bt3F51DegoKCsSHJDs724tHCADB6KEfys7wcrDBc0Skv2q560Ia2lbW0o+2pZdJ5yVfnB6UgQr/LNoZHH8+1sPhtinVkqJpxbN9KNHJ/Y7Atfek1BI0SB3G+UWl8nukHRCol61zdLs9ruwIHtAZFa5V2b59O02fPt1h8W1SUpL8wSP9AQB84f9uaydf794wjaIiQp3aE0ebUdFd+rHkVHzxh6xyvx69TQWd2dutdkosJTlZqwNlCwkJUWxMaFIFDx3rJsuBijagsDeB1pVNCc3fk/wjUOE9fjxVO/LYY4/RnDlzaMmSJVSrljltqGfMmDFieUj6OHr0qEeOBwCCV35RCa09dF4EEsqCRbbzlSvFRNbpD1yuSsenJUSpMiNS/Yk9/Lz8l7De7BF1RsXk9Z995kbrwLo7vl5DWxTLPuA7oVInmOVXS8qe8PKa9KunrSWxF1S6Hqj4ydLPsWPHaPDgwRQZGUnXXHMNXXvttdSvXz/xeXnx+iuP3581axYtXbqU6tev7/DxUVFR4gMAwFOavTRPXD54RQNqUcM6b+LatjUoNjJc7HHDjipG5fMsFF7q4b9g+QSi3SxOS9rcj88XyQ4yD948P3Bwxvv5aGtTXv97l/cOAsoIVEyKpR/Lfj6hnG3R313ZnlgXtzbw9WRapwOVKVOmiDqSlStX0p9//inqSXiuCg+B492Tr776apeLYHm5hzc2/OOPP8QslVOnzEVrvKzDrdAAAN7OKEi+WH7Q4SaCvLxxf8/6IjPSskaSXKtSXFhCBZZsiT1Zl8yBSlJMhO5fvb6oUdEGKcoABnwvRLP0IwUPnB2RMiTOBhRlFTk3rZpAe07nGGYyrUs1KqGhodSzZ08xfZYHs61Zs4a6dOlCX3zxhZhUe8UVV9C7777r9F4/n332mVjC6d27N1WvXl3++Pnnn8v78wAAlNuZHPW8EKVbOtnWxL04pAW9Osxa/C8V1L6/aK+YqWKPtMNygp2CUzl48dIJwtEJztVWVvCMUKll3aRe+uEgxd27bX91V0d6/5a2ckeaX7cnN2/enJ599lmRZeF6kREjRtCKFSvop59+cnrpR++DZ6sAAHjbuD+2272vefWyx45fsCzpzNp0nO7/bj0t2KHf2ixlXKIVBbi67cleilSyLRmesoKYeU/29MrxgK1QBxmVeEudk7I26pWhLVVf37a2uaW8WbWEMl/eOqmxdF27WhRtCVT8pkalLJUrV6Z7771XfAAA+KMle/Q3a+Mi2vJ4wDIojcfrjx7YlK78YDkNu6wGDW1X0+4MFSYnVLx0ftDr7pFIG9yxBmnmXZPB+0LlbRVIleUICwmhhKhw8Tuj/H25ob26MeWrOzvQtDXpdFvnOs5/TzvdREE7RwUAwJccDVfjItqK4GUgaSno980nqFGVeLszVMqa/OoJjop/lecoewPEwAc1KiUmeT8fDii43kkq0lYuQ0qqJEbTUwOauPQ9OQgyf0/yKcPMUQEA8IWsvCL6ZMl+2phe8TZc7V+x9mw4csG5jAp5zo9r0mn8H9tFgKZtw1aSlhg4qHJmhgp4RpgmuyG3J1veE2WQwsoaOOgM6f0OmKUfAAB/k51fRG1fWWBz+19P9KAhHzneMVnPVa2r0QzFHBJ7pE6aSMVwNW+P0H9h1jZxeWXLahSrM8tFuyyEbIqxln4KLFkwaesGz3xP8+XFgmKPfQ+njsOn3x0AwIdenr1D93ap3Zi9d5N5wzdnOHvSuGjZmVibnpd5MKOSkZ2vqjvhVuk8J05E9rI/4B0hmuyGo72i3CXD0gV3Iiuf/CqjMnv2bLsvYnR0NDVq1KjMwW0AAEZQq5L9eU27Xx0kBp51ruf8fKgWOp1B17WrKbqA9Nhd+vHQCH3+eYZ9spJ6N60s33Y+r5BiIm0DrLFDmtNrf+0q9/4w4NmunyJpCwYPbvxYNzWWjpzLszuK37CByrBhw0RQok1JSrfxZY8ePej333+n5ORkdx4rAIBbffTPfpvbbuxQS86OXN4g1aXnU47D79esCvVtXoXyCkrsBipR9oppPXRemPrfYXG5VNHdxEsJxZbCTKXEGPWMFwQqxpqjUmR5z6T3ZcK1LWm8nQxheVVPihaBiq8n07ocIi9cuJA6deokLqU9d/g6D37j/XqWL19O586do9GjR3vmiAEAPEg7f8IVnCFZ92J/8TF5ZCca3qUuXcgrdPj4srizTkUv/uHizM+XHbC5nbtIlOwuU4FvMyrh5vdlSJvq8mOvaVvDTd/TT4tpR40aRV9++SV169ZNvo33/OFlnwceeIB27NhBH3zwAd1zzz3uPlYAAI+LqWBxonaS6/mL1kBlSOvq9Ne2k04s/VjxOcJtGRad57H3VzjP5lBCRsUYNSolpepARVqWSYuPoq/v6kh5RSU0qGU1t3Ya+XqEvsuByoEDBygx0XYdlm87eNC8N0bjxo3p7Nmz7jlCAAAP61w/hV4b1ooSonlwlnvXXWolW+tgHurVUB2o2F36sR6DO88RMzc6t72JFEQph4hFhKM12RDtySaTagqtMtPVv0VVt35Po7Qnu5zL69ChAz3zzDN05ox1jZOv8yh9XhJi+/bto9q1bffFAAAwCuW6e89GadSkagJVT3L/ZqgjutUTBbnjr2lBqfHqjQ2jyhihr7f0892qw/TMr1vkv6g9RTvp1F5QBd4Rbhm2J9WmSC3unsx0SctNvq5RcTmj8vXXX4uC2lq1asnBCO/z06BBA7ELMsvNzaWxY8e6/2gBADywU/JdXet57HXljQd/eairzTIQiwyzM0dFEaloTxHj/jAv1bSokUh3d/dch6X2BIilH9+KCLVsPGgJVOqnxdG5i4UOtz9wdwGv3wQqzZo1o507d9KCBQto79694ramTZvSgAEDxO7KjAMZAAAjW7TLurtxYox3Zl9qNyEsqz3ZkQl/7vRYoNKrSWVqpZglwzBHxRgZleLSUtXAt3qpcR77nn5ZTFtUVEQxMTG0efNmGjRokPgAAPBHT/68Wb7urdHwUZpJtHZP/sqMikk/C+TM5NnFu07T7Md6UNXEaNWQt7JMGdlJ3pBOe9IC3wi3vB9SRkXa9sCT3Vjy0o8/1ahERERQnTp1qKTEc6kmAABP4zV3X/y/VyqIlJS11w8zKRZ/TmerJ4TuOJHlcC+f09kF9NsG80j/QhcCFb35Xj7O/ge9cMtSnDajYq/OyRNj+33F5Z/wxRdfpBdeeIHOnzcX8gAA+BseGy/x5R42UU62J5svTdTrnaWqx63YV3Z3ZYElCyN1iTgDmw8aOKNSasmoFEldPx7c6yfU83tOOcPlhdmPP/6Y9u/fTzVq1KC6detSXJx6fWzjxo3uPD4AALeT/iplV7dxz3AstwYqOsssekHJ1ysOipZnLWmHXSZdUwYqPB7/+va1qP2rC8XnI7vVo9opsfTqnJ12jxULPwapUSnx5tKPesdmvxqhDwDgz/Zn5MrXG6R5rhixLHbnqCiuS3/M7jmVY/M4e22jOfnWTQaX7T1DTw9oothtN5Tu69lAdfIZ3qUO1UqOFYEPd5NIfryvC93+9RrzsWIyrU+FS10/UkZFnqPiyd2TLUPm/K3rZ/z48Z45EgAAL9mUnilfv/+KBj573bVj6h3VqHDAIXn5mhb08p87qWtD/b2IMi9Z26C3Hsui71cfoW4N01QnNi6WvbljLTp/sYgaVYkXWZxlz/RRbUDXrVEa3dejvuiQGuHBFm4oW4ScUSkVSzFSYbW2k8ydpF8FXy/9lOsnzMzMFPNUxowZI9eq8JLP8ePOTz0EAPCV45mXxOVltSuJzQe96VrFPixNqiWU2Z4snSP+3W9e+nnmyqby/i56mwlqa3Ck2SvS0o8yM/L2jW3p6xEd5aUmvk/b7TP26ha09Jk+1KOxOdAB32ZUiko5SCmVC1yVG2EGanuyy4HK1q1bqUmTJvTWW2/Ru+++K4IWNnPmTBG4AAAYHXfE6A1g84bXrmslX0+JVU+qdWbgGy/NyMO/7Cz97D1tXdqS7D9jvg0TZv1TmCWjUlJSSrkFxW7bm8oRKWj18BDkso/D1S94+umnaeTIkWJMPm9EKLnqqqvEzskAAEaWnW/NNtSs5P6R+WVJjI6g/57vK3ZY1mYv9HDaXSqcZF3qp8htzvYClfTzeTa37TttrnE5m1tQgaMHX4lQvOcXLYFKXGSYU79D7tqx2W8ClXXr1tGDDz5oc3vNmjXp1KlT7jouAACP2Hjkgnz97Rvb+ORVrlEpxmaXZUcZlc2KmpqUuEhFB4j+n7oZlnkrbWtXkm/7v3/2i8trFEtP4H9zVIpKTHJGxZPLPuoR+n4WqERFRVF2drbN7TxOv3Llyu46LgAAj3jj713ydW7JNTo+R0ycu1v+nOtJtB0g2k6g6euO2tTDSPivcPA/4fIyTCmdsNRYeZp192Tyr0Dl2muvpVdeeUWM05d+kPT0dHruuefohhtu8MQxAgC4jV79htFo9/pRtgwzaelHrz35p7Xm+hvpL+HujdSdQVFeLh4G9wi3ZNG4LVkKIDI1RdPuJnXP+3r3ZJcDlffee0/sjlylShW6dOkS9erVixo1akQJCQn0+uuve+YoAQBcVGQpOlyyO4PqPf8X9Xtvqeh8qZpoXnJ5ol9jw76mqnlvJqL2dSqpamqs+77YLv2M/X27fL16UgyNHdJCdT+Kaf1ThCVq2H0qR/xus7a11BtHBurSj8sLXElJSbRw4UJauXIlbdmyRQQt7du3p/79+3vmCAEAXDRz4zF6+pctqtsOnLlITcbOpTa1ksQeONWTrM0ARqOOU0yUV2gupu3SIEWzk67tCaRrg1RadfCcuD6kTXU6qims9eQkU/Cc7EvmuhT+vZUCFSl4CfS9fspdidO9e3fxAQDgK/yX3uwtJ6hptQRqVi1Rvk0bpCjxADSpoNWolCP0+Y/Zi5ZAJdZSXyLXqOjMUZE6NP7vtnbiMiFa/b95TJj1T3VTY+ViWv5QFth6Sog/7Z48ffp0p5/w6NGjItsCAOBpPK111PTNNOiDFfJt7y/a59TXerCrs8KUx8aBx6VCqR3VHHRY25Ntl34uWh4bb+kIkS4lfZtV8dhxg+eEKzq9pIxKpIc31NTWShk6UPnss8+oefPm9Pbbb9OuXdaKeUlWVhb9/fffdPvtt4tloHPnzGlHAABP2nnStgPxo8XOBSo83dPIGRXlrBQpoxJjyahI49T1ihxzLfv8xFsyKdq/uhtX1Z+GC8YWoej0KvbS0o9ROPVTLlu2TEyi5dqUVq1aUWJiIjVu3Jhat25NtWrVotTUVLrnnnuoTp06tH37dtEZBADgaXq7ug69zLYlNzk2Ql42kSj3tDEiZaByyRKoxGkyKtISgFJugfqxEFgZlaKSUiq0vO/eClRM/lKjwsEHf5w9e5b+/fdfOnLkiOj6SUtLo3bt2omPUEvEBwDgDe8u2Ctf55M5Zxyk8IO7eqTsyoW8ImpXp5JqM8KeBt+7hieR8oB//utZmkRqzahIf13bZoXOXyywqU3hPY02H80UuyiDfwqX3nNRo1KqCl680n3mQy6H3ByYDBs2zDNHAwBQTusOn6crmlSmHMvSh7arJyHaulPxiK51PV6IWFHm4ysRWZNLlp1y46I0gYomo8IBjZRk4lH9kmn3daFT2fnUsHK8934A8NAI/VIqkjaYNPjvsLsEx08JAAFHyjIo2255H5/FuzPkjMJjfRqJ678+1FUs/0hi/GBZRKpD4ROTnFGJCFfdV6iZo6IcAJak+Hl51DqCFP8WbglKeNmHd1D26tKPzdaY3mX8f60AADq2HTe3GSt3B/5jywn586SYCBp9ZVP638Amojj15dk75PuqONhnx3A1KiXWOSrajAoPsFMqsGRetC3J4P8idLp+PL70Q8aA32YA8Ps9e9iLs7aL4ESSFh+lmklSLzWOdpwwdwnVTDbuDBWJcj8fKVCRCoKloW18wuK5MdLPKHUyRWNMfsAJV8zO8frSj7/t9QMAYATSyVupWTVr622jKup6jJHd68nXY/zgRK78C1r6WaWln6hw8/HzCoByOm1BsflxmD4bwF0/paXye+7ppR+jFNO6/FPm55u3D9dz8uTJih4PAIBTpNHwL1zVTL5NOmXzVFbt/8QrKbIt/pBxULYg51uWdKSuH+V0WeXyDzIqgStCDlxNcm2Sp5d+jMLlQIUHum3evNnm9hkzZlCbNm3cdVwAAA5Vs3T1VEuyLuOsPXTebo1G7RTzCHJl5sHIpECLh7pJgUp0RKjjQAUZlYBf+iniGhXLe+69Ylrfcvmn7N27N11++eViABy7ePEijRw5ku6880564YUXPHGMAAA2pOWQRjott8pWZGUWhWencO1KuzrJhn9Fpb+WOUiRUv3RliUfzrZIA+sKFIFKAWpUAlaEPDvHJP8+eLpGRbnnlF8V03766ac0ZMgQuu+++2jOnDliuSc+Pp7Wrl0rptYCAHhDnqVllzthEqLCKUfRrpxop+tl6t2dxRq/VONhZGGWv6BP5+TrLllxVqW4sESVUZEyRVLmBQJHhKJmSVr6kW4LdOX6bR48eDBdf/31YvPB9PR0kV1BkAIA3rI/I9e6/01EGN3UsbbqfqmWQys0NMQvghTlgC/uZpIoi2Sl68plrINnLlru84+fEVyfo1Kk6Prx1tBC7izzJZd/ygMHDlDXrl1FNmX+/Pn07LPPitH6fFlUZB02BADgKfd/t16+nhgTQVUT1XNRqivqVvyVXqEkB1oSqU5FufQj7ZR8IvOSV44RvCdCMeTPunuyh5d+yBhc/ikvu+wyql+/Pm3ZsoUGDBhAr732Gi1ZsoRmzpxJnTt39sxRAgAoSEvn3I7MyyHXta8p31ctMVrumPFnZRVKSlmTDMXSkLT81bGe8WtwwDXxliCUpxTL7cnh/v977pFAhWtUpk+fTpUqVZJv69atG23atEl0BAEAeMuEa1uKyyoJ0fT84GZi48Elo3sHxBtQVrCVbmnPVtao5OSbs9rxUbbFxODfEiwF4lxELu2mLXUCBfruyS7/lNzdoychIYEmT57sjmMCALDr8NmLci0G72EjeahXQ5r1SHe79Sn+RnsS+vyODqrPpd2flYPvsi+ZMyrKCb0QWBkVdia3wDvtyQZJ2Ljc9fPdd985bGWyF8gAALhD73eX2sxSCUTajg7lporKcfpSUTEXPM7YeEy1JxAEjkhFIfWZHHOgEhkkSz8uByqjRo1Sfc4FtHl5eRQZGUmxsbEIVADAY85Z/pLU7ucTiLRLP7GaHZ/jLJ9fKjRnUbYes27SmJGtfp0gMFRPiqaTWflyFg0D3+y4cOGC6iM3N5f27NlDPXr0oJ9++smb7xkABJnD58x1GezeHvUpkGlPQtrZW7GWrElugfmkdcRSs8K4VgcCT6xmWdPTNSohBln7cctP2bhxY3rzzTdtsi0AAO50w2f/2f2fdqCRJs/a22QxVpNRUc666N20ileOEbwrVpNV89bSj98V09oTHh5OJ06ccNfTAQCo7M/IUX1+Q/taAf0KKeeodG+UarORohSordh3VjU+v2+zKgHRng22YjS/A1UTPVujZZAJ+q7XqMyePVv1OUfxPEb/448/pu7du7v0XMuXL6d33nmHNmzYIJ5j1qxZNGzYMFcPCQCCwIQ/d8rXqyREUb20OApkyn1W9GpxpLT8sQuXVBNqldNrIbDkazbTrJVs3WgzkLkcqGgDCf7HVLlyZerbty+99957Lj0Xb2jYtm1buueee8RIfgAAPfwHkZQ5YPOfvCLgX6hWNZLk6wt3nra5v1P9ZHl3ZeWEWgQq4G4mH++f7HKgUlpqHS5UUbxnEH8AADgye4t1WfmN61pTclxkwL9gyumyehmVmpXM2wRIiRcpUNEuEUHgKFQM9/MGg6z8uB6o+FJBQYH4kGRnZ/v0eADA8yb/e4henWNd9unRyDzoLBhaUSUf3nqZzf3SYLtLRSVUWmqid+bvEZ8joxIcs1RmPNyNgoVTgcrTTz/t9BNOmjSJPGXixIk0YcIEjz0/ABjLjhNZqiCF1Ur2/w0HnR2ZvvL5vmKnXL16HKkDhDsyRv+6Rb7dxw0a4EFfj+hIj07bSHd1rUcd6npvPydfd/04FajwPj6uFn95wpgxY1RBE2dUatdWb+8OAIFjyEf/OtxBONBJyzt6ohV/Xc/cdFy+fi630OPHBb5RJSGafn3Ie5kUv+r64d2RjSAqKkp8AAAEu/CwUIoMC6XCEnXdwskscxcQQKBwuo/t4MGDqoFCAADeFhfgQ95cpbcB44O9GvrkWAB8Hqjw9NkzZ87In99yyy10+rRty5wrePz+5s2bxQc7dOiQuJ6enl6h5wUA/7c/I9fmtleHtfLJsfjDjrqsV5PKNLBFVZ8dDwSWEIP0/TgdqGizKX///beYg1IR69evp3bt2okPxvUnfH3cuHEVel4A8H/P/mYtEGW3da5D1wf4NFpXpWjatEf1b+zxWkGAoGpP7t27N5aTAEBX02oJtDE9U1y/uWMtGjukOV4pjROZ6noUntgL4G6+LvtwOqPCUbo2UkfkDgDulplXSFmXiigq3Fx/8VCvhvT2jW0pTrPMAUR9mqk3H6zm4b1fILiEGCQ5F+5KRDVy5Ei56yY/P58eeughiotT9/fPnDnT/UcJAEEhv6iELntlobjeppZ5hHxafOBPoS2vt25oQzn5RTR/x2nirm3uBAIINE4HKiNGjFB9fscdd3jieAAgiK09dF6+vvVYlrg8rlneACveJfnzOzrQol0Z1KxaAl4a8AiTvwQq33zzjWePBACC3vMzttq8Bv2bo4vFEV6CH4BOH/AAg6z8OF+jAgDgaSey8m1ua1QlHi88gA/5eoQaAhUAMIw+TSvb3FYVBaIAQV1Ni0AFAAyjmmLHYNa6prmgFgCCFwIVADCMS4Ulqs9nPRI8W9kDGJXJx+W0CFQAwDDyi9Qb7KHdFsB3jLHwg0AFAAwkv1idUQEAQEYFAAy79AMAvoeuHwAACx6dL/nqro54XQB8yCBNP77dlBAAQG+TvTmP96BW6PgBANSoAIBRlJSaKDu/WLdNGQCCd4Q+alQAwBDyCs1BCovHTskAPhdikL4fBCoA4BXZ+UX06/qjqjoUpXO5hfJGe1Hh+F8TAJjh/wYA4BWPTttIz/y2ldpOWEAFxSX03/6zYrlnf0YO3fLFKvpnd4Z4XEJ0uNhoDwCMwdddPyimBQCvWLHvrHy96dh58vW0+Cg6m1tAaw6dF5/HRoThHQEwgBCD/L2AjAoA+BQHKUqRWPYBMBiTT787AhUAg9h2LIt6vbOEfll/VCyJBJpm1RKcetzhc3kePxYAKJtBEioIVACM4vW/d9KRc3n07G9bqdlLc0XxaU6+fuGpP8otsHb1AAA4CxkVAINYfdBco8GKSkx0+1erqfXLC+intenk70wmE53JUS/xXNmyqs+OBwCch2JaANC1/Xi2uBwzcxu1qJ4o2nb9dVrr0E9WUkGxeWfkH+/vQp3qpdDBMxdp/o7Tvj40ALADxbQAoHJ7lzoOT/RX/9+/oo6lqKRUfPiTrcey5OvdGqZRRFgo1UqO0X3sgqeu8OKRAYDRoT0ZwEDLI2WZ/O9B+n3zCXH98zs60HsL9tClohL697m+5G/iosJp00sDKCoilFqMmy/f3qSqc0W3ABAcSz+oUQEwiN83nSj7MZYghT30wwbal5FLxy5cos+WHiB/lBwXSbGR4VQtEXv7ABhNiEHWfpBRAfCy71cfoSWWKaxDL6tBQy+rKa5zZqS83pq3mx7u3ZCMnil658Y2uo9Z9mxvWrQzg7o1TPXikQGAP0BGBcBDNqVfoEkL94px8Uov/b5djIvnj1HTN8u3J8dGiMvP72gfUO/J+YvmPXzY4NbVdR8TFR5GQ9pUFxkWADAWEwa+ARhz5sfDP2ygOVvLXo6x57pP/6OPFu8TXTuSUp1BboM+WE7rD58XJ2tWs1IsBZIvlx+Ur2NXZABwFTIqADrun7qe5m4/RY/9uMnp1ye/qEQMadOaufG4fH3i3F029+8+lUM3fr6KTmXni89T4iPp27s7Uc1K+l0x/qZ2SmAFXgDgXQhUADSy8opo1cFzuksXSpwd+WPzcTp4Jld8PvjDFdTm5QW6wcqFi4WUkZNPX604VObrnRoXSb2bVqGFT7vWpptu0NHzFy0Taa9rZ67FAQD/YkLXj/+a+t9hqvf8X7TusHWiqL87kXmJHp22kTYcOe9ywSSfiAPBlJXqYGLBjlO6j/tkyX5RY9L3vWUiaDl09qK4/fpP/7N5/b5acZA6v77Yqe8fbdk9mLth1r7YT7TwHn5ziOox7epUoqtaV6P/DWgi3+aoGJeDrf8OnHWqBdrdlu09Iy55YB0A+I8Qg/yTRUalAsbP3iEub/p8FQWKZ37bQn9tO0k3fObazzT29+3iRDxv+8kyH8sny9bj54sgb39GDhnN4XPmgEMSH63fHPfewr3y9axL1izK/oxcm9fvs2Xlax+ukhAtF5jOfKSbfPvUezrTp8M70OP9GstLRLz0ZM+VHyyn279aI95bb9h+PEu8Jvxe/3fAnJ1auf+sV743ALiXr7dIRaDiYbw0MGPDMY+cCNYecn8mZ+V+65KHK399T1tj3o/mnfl7ynxsYUkp5ViWA/pPWk5G84diVgnLK1AHAMcu5FHn1xepbvtu1RGHz6l9Kd+4rrXu4/75Xy+7z9G+TjJtn3AlbRk/kBKjzR1C7HjmJZv6l8LiUpq77SSdyjJnuaR9dpxZeqqoj//ZJ6botp2wgOqP+Vu+3ajt0wCgL8Qg+ydjjooH8Zhzqf20Z5M08dexu/CJgK17sT9VTogiT+DligeucO3kUqLT1aKVka3enI6XjNz52rjbxUL1rr893lpi85j3F1mzK87o2TiNaiRF0wlLICFpUDne4dc56ppRbmr43arD9Npfu1RtzywyzPP/43l3gf5rcX37Wh7/3gAQeJBR8SDlfizncvULMiuy5s+0O9JWhHL5gs3Z6twygTKzc/hcnmjt1eL22zf+3iWWJ275Qr0sciBDvdTCOBvAWYu/LMfA2Z2N6RdolWUZwZvyCss/iM2eyPBQmvlId/KU3xRZvAt5Rarv62n39qiveztakwH8kwnFtIGrqMRkk2nggstvVh5yWE9QlhFT1srXQ9143nnD8he4pF3tSk593c2awOO537baFHJy+y3P02j20jybLEJkuPqv/L+3naSHp22kjJwCevTHjaIIdOLc3aJI9bavVotlL0/SZqikrhVW7KbNACPDQqlaUjQtUnT2fHlnh3I919LRvcVlbGSYfIzc8qynWqLnW56zNQEv2zHhSo9/XwBwLxTTBgHlMsirc3bSbV+upj7vLqUJf+4UqXl3CHXjb9KWY5mqz4udWMa5pJNt0BZstn91odN1MWzcH9tVn7/+1y7V0DAOXjypc/0U1ee8n45U63FRU6+i9VifRmU+f6XYCLlAVhn39G1WpVzHmxQTIWd+eECdNjOmlFtg/z53WbjrtOrzB3s1EBsQAgCUB5Z+7OClhlmbjtGOE+X/61351/eaQ+dVsznmbddveXWVOzs+eXM7vROgMrMw5d9DdPS8dV7Hi7OsU1clneolu/R9ecy8JK+wmBqkqes0LtNkdo6cyxPtwFe+v1wELe5uuS3QZLsW7jxNl09cLKbMLt1r3qNHymB8eOtlqsfe1NFahzGwRVXd5//xvsvl6w0qx1HVxChqXCWewsPK989R+T7xgLpdJ+13Us3foQ4i3IWLd7u/+Y/o+spULDWxK1tW88j3BADvwAh9g+LCxKd+3kJ3TbYus7iqyEFGwplsRUV3t1xz8ByN/nWLGDZWnqAnRbPvCgcUr8zZKVqROVhpMW4ezdxknboqqUhh7DO/baW1mrk0ylofyYQ/d9Ce0zmihoWXlvgx93y7ziYbo8WP4/ZhvVH2Zc0j4Z9fWbez85VB1L1RmuoxMZblF9akagItetq2i6d+Wpx8PSIslFY825fmPenacDelUM0bN2nhHqcDaB5S545ZQE3GzhXdRw/9YJvtqoPJtAB+KYSMARkVO7ZalkHOOXmS1+OonmHrsSyHk0Q5EHjm1y2077TjOSNhDgKVW75cLYoqX/1rp1PH27GeesmDu0aUP8Pkfw/Jxbw8b0VbZDqyWz156Ue5EZ8rGRapeJa1qpkoLrMv2RbnTlW0A/Nx/LnlhNjkj9uEHdX/NH5xLvWftIwavGBtm9XKL7L/vkkzS6QshjbrpCwY5bemUZV41bC22ikxqmBGKnB15zC0jenqJTytRi/Ola/vOpnt8VlAafGe6UoDgOCAQMWOshIezvwFWlbW5Mmf7e8jw9mBXzcco5s0harajplSJ5Y9Npdx4lIWeNrr6NGe/JWtsHqmrz0qX4+JtK1PGHZZjTKPRyr81BtJryx4/X3TcXr6ly12B7ZJ/tMMHONR+Xqk4tm7uta1uW/pHvPSz/0968sZEaUYy1RZ5YRZpc71UsmbeCdmPtY9rw1S3e7O5TK9gJyzRhxovntTW7d9HwDwEXT9GJOjAIC7TrR/gS7fe0ak0H9dbz1BFyu6fuz95Wsv68IFnIzX+5fsyRA1AFKti3Z4WlkOWka7l0WvrViqm1BmOvRMu68LxUVZT8y/bjgqXo8GY/7SzXDwRNWySBmVnHzb41IuB63Ypw5ABn2wQvf5bv96jerzP7bYLlvtOZUjd8y0qG7+/krcfs2knY71luKe6NeYmlSNpzsur+u1KvoDb1xlc1u3hqk0qFV1enFIC3G8YwY3k+97e/4eh0W35ZnpozTp5rY05/GedGMHzE4B8FchBln7QUalHIPLeCaINnV/l6VlmGssHNVW6KXhH//J8Q69d3+zjpqPm6dbV1HgYJnCVXqBivQ6aAM35RAxxrUaD/e2drxsP25eUuAvl7IyH93WjtaP7S8mqzbUDDb7Z7dtkac0fVXvdVQWbOodNwdJ/MFTZJneSZnnuigzDDzinUfNSxpXtT98bb6d/X/Y0wOa0IKnetksC7EcneyQO/DSkbbjSBpdL7m/ZwP5+mdLD9ARTeZJuVznDM5IXffpSt1W6NQ4LPcAgHsgUClHoKK9q3ZyTLmntDKurygLP5c0dl6JC0Od4ah4VNv1E66ol5B+Bm0btLJDZXiXOnJ9hqP23EuFxaJeQTqBvzK0pXzfg99vsPlZalQyF+WWNXNGG/UrayK4mJjtttRi2KtF+WL5QRquybiEORhSo6zPud6yK3AtO78HSuHuHHyjod2TqH/zqg6Lbk9kqufZLN5l7WhyhJfGeDlu2KcraZOdZcWUeHUhNgD4L5OPvz8CFReXfsb/sZ3enr9bdZu9VSK92oqK0At8flqb7tzX2jlIZQBzNrfApraCl52Y9vyqnIirnETqaJx/DUshquSurubiW2k4Hhe5Sm7tVFt+rkxFNiRCZwT8jhPZdge0cS0Nv2dcWGwPT7t9c676PWVtaibZ/ZqR3a3HPumWy2j1mH66HT4SaRjbFU3UXULudJNmmeW9mx3Xh3C3lNLJrHzxO/Dhon1iF209/Nq2HD+f2ry8QN4tWk+cpmAYAPxPiEH6fjCFyQ7ppK3EQ7+U3SaSolL95ZdX/nSu28ZZeuPyr25TXVxmZOfTm/N2i5O/du6ItG/P2/P2iD1mpozsJIpA+ee56qMVIiMwwtKxw5LjIuTlFO70eenqFnYHyw29rIZqf5roCPuxbw9NK68jo/o3ln9eaZmHi315iaOoxHGGRdterPeeKZd8eNqtHs5AKDt2OJCSsj7aoICnzDoy/8krxBYA17Qpu4i4vFLjo0TRLL9e/HbpLT0pHTyjzmBl5RXSIz9sFO3hs7ccp8X/M0+8dbScVJ62eQDwLyYfz9BHoGIH/3WpxcOs9NgrmpUKYp3BtRS8FPHtf4do7JAWuo/hgtrqSdG6x/a/X7eIotKZG4/TkNbVxYleiYMUxo/hFt1+zarQ4t3mbMnX/x6inxVFwHE6XTp6Ba1sYAv1MC9ux3XHyat6UgxduKjOSHGx7ud3dHCYHXHGnZfXpe9XHxG1ReP+2OH01znKmJSldkqs+PA0Lpqtmmg/m3Fo4lXyjsbajB8vZ0kzbA6c0c+WbNPZvuCe7vWpf4sqdPtX6qUzAPBvIQb5ewNLP3Yo52FIyyMv28mQaAMHnjPChZxKG8b2d/hGvDBru/iL/YfV6WI/HD2FJSVytqCtJWuSb+kGUna+8ByTge9bi0L1SEGKXiASpbNx3fuK6bF6SxqSFDcUUb5zYxvdPYB4DHu7OuqZLMoMTqKmRsOemzvWFpepcZEiYNHzUC/Xdo32Fxws8s+tV2CszUTx77C2kFkvq3ftZTWoW0PPLWkBQHBDoOJEPYi9+g5nNg2URJSxa+0Vjcv+Hz13+Eh766RYum709tqpqPHXWotc2bvz99gdfBeuqRmxV1D6+nWtnPrePEr+JksgUSfFOsFVKvbV7v5bOznWbg2MPVJwczrbNjPFnh/cTHwEKuk11A7S0/td0m71oLckWteSKeK6IvbNyE5uPV4A8C0U0xLRJ598QvXq1aPo6Gjq0qULrV1b/rH17qIc1nb8wiV5jkl5PDeomaqTRs/Z3LIn4PIMjwLLcUib2n24eB8t1mwCV1Ht6yTTEsuOvOzjJfvtPrZptQTV51z78sJVzeiKJpVp+4Qradcrg2j3q4NoeBfbmSLs90e7qz5vpShg1QYl/JysuWK+Sd3UWLvFoXp+uv9yeQaKXiPUimf7BGw2RZsxk5Z+pOwh72mkpa1Nkh7DtUnm+62/i2/e0EbU9PQp5+aKAACGzKj8/PPP9PTTT9P48eNp48aN1LZtW7ryyispI8O5VklvZFR6v7tU7GVSXs6MSLf3173SC4oNAHcqOl3unbqeKqpdHfNS0iDLBnL1FAEAa6YJSCSxOvUsD1zRkL67p7M4AfK4eL0JrRIu/H3/Fmt3ysks/W4TJr2Er1ramvmYlMFJhs6yhN7OxUmaGTCsYeU4UdvjjToSX5MCQKlgWgpUlO3vPCyOFSsKxZXLQBx4/vVED9o0bqDXjhsAgpPPA5VJkybR/fffT3fffTe1aNGCPv/8c4qNjaUpU6b49LicqSFKi48UXTRl4ZbasuZnOBOoeLKrQpqHMbBlVd3n1xvqZW/svquua1dLdyiZNCROsnTPGXlPosX/60WzHuluUxOjnM2ih4MmbYszf86Fsp8Mb0/BQAouz1oCO+38FSYFl8qBgtwlJulYN5la1kgqs7MIAPyfKZhH6BcWFtKGDRuof39roWloaKj4fNUq203SCgoKKDs7W/XhCbyfi7bYVE+X+qm6hadavBxS1p5zzmQDlPTGu7uDq5vj6c01KQ/OwPCSUV/NssG1bfXbeXmyLWdrUuKsJ8ou9VPEspUykFR64IoGYg8a7f48PMMlmNpppY0VL1pqUrhIWematjXkADRfMa1WKr7lgXra4XEAEHhCDPL/RZ8GKmfPnqWSkhKqWlU9QZM/P3XKdkT5xIkTKSkpSf6oXdtcvOdu2XZacZV6NalM465pYVNHoYfrU+y94dIoemcnzErckMjQpT2JO8JBmrt+kbn+hJeMHD1f5/rq3Z3Z4NbmOTLsrRvaqAbO8eeSL+7sQC9c1dzlnzEQaWe+JGgCFS4k5u0EGLdv8+/mlqOZ8p4+8Yo9nQAAPM2v5qiMGTNG1LNIOKPiiWDl8gYp9P29nenOyfaLeqfe01lc2pn1piKdGPe/Pljs7aOUEB1BF+zs4utIWRseOiL9bEPaVLfZbLCsol+lLg28sxPw3FE9xTYDj/e13ciwT9MqNOPhrlSzUqx8An6ibyM6cj5PZGe4uJOHFWkDoNs616afFDs8B/PU5bxCdWDOyznKehXlxGBmb/gfAASWQa2qUdOqCZSW4NstMXz6p2VaWhqFhYXR6dPqbgP+vFo19SAxFhUVRYmJiaoPT6iSEE09G1emH+/vonv/g72sdRTzHGxOpw1UlPvjSK5pa80IOOvJ/o11swJTRnYs82t5cin/bHwC/+T29jb7wSg3+1NOZdXjplWfMnGXz7ODmomlHj0d6qaosgRPD2xKH97aTg5O9LI0XRVzP2qUMVU20Ghn0Wh34I6NCLNbPF3WUD8ACKxl4h6N06hZNc+ca/0iUImMjKQOHTrQ4sWL5dtKS0vF5127diVfszfE6n8Dmrr0PMpZI9z+yhmCna9cKa63qmF/Pxl7eL+VJwfYZhf6NqsqWoLt+fyO9nJrruTj263Fqiy2jLS+NLK/PPUsRnKN4ue4spVtUBzIUmIj7WbnePIx15/8+XgPu1+v3G4BAMDTfL5Yz0s5X331FU2dOpV27dpFDz/8MF28eFF0ARmBdv1eW0B6fXvzzrmOKDtjuP2VMwTcecHXtX/Naq15oZ/NbT+uSRcj5reMt7aGcvAjtZoqZ6B8puhkUe7JI9G2DmszNR/ccpnN+PlACFQ4yzJ5REfRkvxkvyYUTHgrAqVXh1mH8UmFtfx7YG8n7K5eWvIDADBEjcott9xCZ86coXHjxokC2ssuu4zmzZtnU2DrKzMf6UZvzdtDixRD1ZRLCTwHhPfXcUQ7vdXeqH5n75eWkLiWQG95hjtbDr5xlRiLzzND5jzeQ4z5b1LVfjrfXv3BsHY1xR4w0gwX5YTdSE12xt/0a15VfAQbZUsxB5ud6lmLlJVF3f8b2EQ17I8DdN5cER0/ABBUGRX22GOP0ZEjR0T78Zo1a8R0WqNoXDWBvh7RUQ4YlFNRnS0sdDRDpXfTKqKolfFf+GXtpeNsSzCfTKTBZjztdUAL507ILWrYrkWmKtp8le3YfpxQCWrKrQbWvWh/DyplQM47bO97/SrdrBwAQEBnVPzFpnED6Mi5i2J+h5Le8gefzKVR9/Yeo7yPi1o/uV3/fr1CUHcvufCIe94IkfdqkWZsKElTSlnVRGvhaWI0hn35I17uW/tiPwoLCaEUy/h7zro989tWm5olRwEsAIA3IFBxEq/ZN6piu3SibOd947rWVKNStAgulBsTSicDZ3Cx6hxNyzBPYe33nrVF9NZOdcjdJy5HHT7cQs0TYvMLS8SwL97d+M+tJ+nZQa4VFYNxcGebEmfdpDonpa/u6kjL956hu7qigBYAfAOBSgVx65ZyeBsv5Ww+ah5HL0nUGVFuz9s3trEJVLRZHO5t9zblhFje3Vja4RgCGy8ZOrtsCADgCQhUKoi7b3iuysEzF2mgZUM/5eZtLMrBpnzObPLnaMNEAACAQIZAxQ3GDDaPZpdo9/+JjnBvzXLt5MDf4RcAAMAwXT+BprGmlsXVHYZ/uNfc9XR/z/q690vdPAAAAIEOGRUPUI5655kVrm7cx3Uv2uLW9nUq0cZ0de0LAABAoENGxUNevqaF2Mn3t4e6emTHWwAAgGCAjIqHjOxeX+yJ4mo2xVEdzK6TOXR3d7SJAgBA8ECg4kHuClIY7wuk3MMHAAAgGGDpBwAAAAwLgQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGEhUAEAAADDQqACAAAAhoVABQAAAAwLgQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGGFkx8zmUziMjs729eHAgAAAE6SztvSeTxgA5WcnBxxWbt2bV8fCgAAAJTjPJ6UlOTwMSEmZ8IZgyotLaUTJ05QQkIChYSEkNGjRw6ojh49SomJib4+HFDAe2NMeF+MC++NMWX70XmGQw8OUmrUqEGhoaGBm1HhH65WrVrkT/iXx+i/QMEK740x4X0xLrw3xpToJ+eZsjIpEhTTAgAAgGEhUAEAAADDQqDiJVFRUTR+/HhxCcaC98aY8L4YF94bY4oK0POMXxfTAgAAQGBDRgUAAAAMC4EKAAAAGBYCFQAAADAsBCoVdPz4cbrjjjsoNTWVYmJiqHXr1rR+/Xr5fi4BGjduHFWvXl3c379/f9q3b5/qOc6fP0/Dhw8Xfe+VKlWie++9l3Jzcyt6aEGtXr16Ygig9uPRRx8V9+fn54vr/L7Fx8fTDTfcQKdPn1Y9R3p6Og0ZMoRiY2OpSpUq9Mwzz1BxcbGPfqLAUFJSQi+99BLVr19f/Hto2LAhvfrqq6ox2vg34xs8fOvJJ5+kunXrivemW7dutG7dOrwvXrZ8+XK65pprxCA0/n/W77//rrrfXf8+tm7dSj179qTo6GgxJO7tt98mw+JiWiif8+fPm+rWrWsaOXKkac2aNaaDBw+a5s+fb9q/f7/8mDfffNOUlJRk+v33301btmwxXXvttab69eubLl26JD9m0KBBprZt25pWr15tWrFihalRo0am2267DW9LBWRkZJhOnjwpfyxcuJDPhKYlS5aI+x966CFT7dq1TYsXLzatX7/edPnll5u6desmf31xcbGpVatWpv79+5s2bdpk+vvvv01paWmmMWPG4H2pgNdff92UmppqmjNnjunQoUOmX3/91RQfH2/68MMP5cfg34xv3HzzzaYWLVqYli1bZtq3b59p/PjxpsTERNOxY8fwvngR/7/mxRdfNM2cOVP8P2vWrFmq+93x7yMrK8tUtWpV0/Dhw03bt283/fTTT6aYmBjTF198YTIiBCoV8Nxzz5l69Ohh9/7S0lJTtWrVTO+88458W2ZmpikqKkr8YrCdO3eKX8Z169bJj5k7d64pJCTEdPz48YocHiiMGjXK1LBhQ/Ge8HsQEREhTpKSXbt2ifdh1apV8v8sQkNDTadOnZIf89lnn4n/cRcUFOC1LachQ4aY7rnnHtVt119/vfgfJsO/Gd/Iy8szhYWFiQBSqX379uKkiffFN7SBSqmbzimffvqpKTk5WfX/Mj6fNW3a1GREWPqpgNmzZ1PHjh3ppptuEksD7dq1o6+++kq+/9ChQ3Tq1CmRmlOODO7SpQutWrVKfM6XnJrj55Hw43l7gDVr1lTk8MCisLCQfvjhB7rnnntEKnXDhg1UVFSkel+aNWtGderUUb0vvIxXtWpV+TFXXnml2Etjx44deG3LiZcTFi9eTHv37hWfb9myhf79918aPHiw+Bz/ZnyDlzR5WY6XAZR4aYHfH7wvxnDITecUfswVV1xBkZGRqv+/7dmzhy5cuEBGg0ClAg4ePEifffYZNW7cmObPn08PP/wwPfHEEzR16lRxP/9CMeXJTvpcuo8vOchRCg8Pp5SUFPkxUDG8xpuZmUkjR46UX3P+B8r/mB29L3rvm/J9Bdc9//zzdOutt4rAMCIiQgT3XBfB6+nK1xb/ZryLN3bt2rWrqBfijV45aOHgnk9oJ0+exPtiEKfc9O/D3/7/5tebEhph92aOWt944w3xOf9Pd/v27fT555/TiBEjfH14YDF58mTxFzsXp4Fv/fLLLzRt2jT68ccfqWXLlrR582YRqPB7g38zvvX999+LrGPNmjUpLCyM2rdvT7fddpvIQAL4EjIqFcBV1y1atFDd1rx5c9EtwqpVqyYutd0k/Ll0H19mZGTYpGG5alt6DJTfkSNHaNGiRXTffffJt/HrystBnGVx9L7ovW/K9xVcx51TUlaFl9buvPNOeuqpp2jixImq1xb/ZryPO7CWLVsmukOOHj1Ka9euFUukDRo0wPtiENXc9O/D3/7/hkClArp37y7W9JR47Z3b+xi3YPKbzmvyEq5x4HVCTrMyvuQTpvKvln/++Udka3jdESrmm2++EWlQbjOWdOjQQSw7KN8Xfh85wFS+L9u2bVP9g1+4cKFo99MGp+C8vLw8sVauxH+98+87w78Z34uLixN/hHGtAi9pDx06FO+LQdR30zmFH8Nt0ByIKv//1rRpU0pOTibD8XU1rz9bu3atKTw8XLRccjvftGnTTLGxsaYffvhB1UpWqVIl0x9//GHaunWraejQobqtZO3atRMtzv/++6+pcePGaE92g5KSElOdOnVENbsWtyfzff/8849oT+7atav40LYnDxw40LR582bTvHnzTJUrV0Z7cgWNGDHCVLNmTbk9mVswue372WeflR+DfzO+wb/j3B3CYxYWLFgg2lu7dOliKiwsxPviRTk5OWIkAn/wKXrSpEni+pEjR9z2PnCnELcn33nnnaI9efr06eLchfbkAPXnn3+KExq3hzVr1sz05Zdfqu7ndrKXXnpJ/FLwY/r162fas2eP6jHnzp0Tv0Q8T4LbX++++27xywoVwzNt+B+69vVm/I/6kUceES16/A/0uuuuE/NWlA4fPmwaPHiwmC/AJ9P//e9/pqKiIrwtFZCdnS1axTlIjI6ONjVo0EC0vyrbJPFvxjd+/vln8X5ERkaKFthHH31UnNDwvngXz3ri/29pP0aMGOHWfx88g4XHa/Bz8B8PHAAZFXZPBgAAAMNCjQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGEhUAEAAADDQqACAAAAhoVABQAAAAwLgQpAkAkJCaHff/+djKx3795iV2VveOmll+iBBx7w+PfhXdWvueYaj38fgECDybQAAWDkyJE0depUcT08PJxSUlKoTZs2dNttt4n7lBsBnjp1Smw8FhUVRUbFO73yxpEJCQke/T78WjRp0kRsQCltJuopvGM3byo3ffp06tmzp0e/F0AgQUYFIEAMGjSITp48SYcPH6a5c+dSnz59aNSoUXT11VeLbd4lvPuqL4MUPmGXhQMtTwcp7Ouvv6Zu3bp5PEhhkZGRdPvtt9NHH33k8e8FEEgQqAAECA4+OAipWbMmtW/fnl544QX6448/RNDy7bff6i79cNDw2GOPUfXq1Sk6OlqcsCdOnKh67GeffUaDBw+mmJgYatCgAf3222+q73v06FG6+eabqVKlSiLAGDp0qAiWJJzRGTZsGL3++utUo0YNsZU8+/TTT6lx48bi+1atWpVuvPFGu0s/Fy5coLvuuktkgmJjY8Xx7Nu3T76ffz7+/vPnz6fmzZtTfHy8HLg5wtkN7XIMf+8nnniCnn32WfHz8Gv68ssvqx7Dr8sXX3whgkA+Hv6eq1atov3794uvj4uLEwHQgQMHVF/H32v27Nl06dIlh8cFAFYIVAACWN++falt27Y0c+ZM3fv5r3s+cf7yyy+0Z88emjZtGtWrV8+mhuOGG26gLVu20PDhw+nWW2+lXbt2ifuKioroyiuvFNmPFStW0MqVK+UgQZk5Wbx4sXj+hQsX0pw5c2j9+vUiGHjllVfE7fPmzaMrrrjC7s/BwQ5/DR8rBwQmk4muuuoq8f0leXl59O6779L3339Py5cvp/T0dBo9erTD5aWdO3dSx44dbe7jZTQONtasWUNvv/22OE4+dqVXX31VBE+bN2+mZs2aiWzJgw8+SGPGjBHHysfIQaASfy/ObvHzAoCTfL19MwBUHG8BP3ToUN37brnlFlPz5s3lz/mf/axZs8T1xx9/3NS3b1+xdbwefuxDDz2kuq1Lly6mhx9+WFz//vvvTU2bNlV9fUFBgSkmJsY0f/58+dh4S3q+XTJjxgyx/Xx2drbu9+3Vq5dp1KhR4vrevXvFcaxcuVK+/+zZs+J7/PLLL+Lzb775Rjxm//798mM++eQT8X3t2bRpk/ia9PR0m+/do0cP1W2dOnUyPffcc6rXZezYsfLnq1atErdNnjxZvu2nn34yRUdH23zf5ORk07fffmv3uABADRkVgADH51VeqrCXqeCMAC/HcIZjwYIFNo/p2rWrzedSRoWzLLzcwRkVzqTwBy+X5Ofnq5Y9WrduLWo0JAMGDBDLTLyUdOedd4pMDmdE9PD34gLhLl26yLelpqaKY5aOg/ESTMOGDeXPeTkrIyPD7usiLb/w0pMWFyIr6T2X8jG8dCX9nMrb+HXIzs5WfR0vodn7WQHAFgIVgADHJ3PuNtHDtSyHDh0Syxh84uZaE2WtSFlyc3OpQ4cOIthRfuzdu1cshUh4GUWJA5uNGzfSTz/9JIKAcePGiSWqzMzMcv+c3CWkxMGZOfmhLy0tTa5/cea5SktL7T5GCgT1btN+HS85Va5c2amfCQAQqAAEtH/++Ue03nKNiT2JiYl0yy230FdffUU///wzzZgxQ5xMJatXr1Y9nj/n4lEp0OGi1ipVqlCjRo1UH0lJSQ6PjbMk/fv3FzUgW7duFQW4fLxa/L20dR3nzp0TtS0tWrSg8uLsC//sXKfiLZxl4ixLu3btvPY9AfwdMioAAaKgoEDMBTl+/LjIVrzxxhuiA4c7U7joU8+kSZNEVmP37t0iC/Lrr7+KLhfuoJHwbVOmTBH3jx8/ntauXSsXiXJxLWcm+PtwMS1nZ5YuXSqWkY4dO2b3WLmglgt5Ofty5MgR+u6770TmQeoIUuLOIH7++++/n/7991+x3HTHHXeI7ia+vbx4tgwHSvyc3sKvES93KZeoAMAxBCoAAYI7Z3gZhbt2uOtmyZIlIhjgFuWwsDDdr+ElGM5ocDdKp06dRFbj77//Vg2ImzBhgmjj5ZoMDig4sJEyGVwXwh02derUoeuvv15kP+69916RNeBshT0cCHEnEncl8dfw1FZ+3pYtW+o+/ptvvhFLTBx0cY0ML+nwcWqXaFx13333iZ9NuzzjKfwzcsAFAM7DZFoAsP8/iJAQmjVrlpiDEog44OEi3aeeekpM8fWkHTt2iMCMM1NlLYsBgBUyKgAQ1IHYl19+qZrc6yk8fI4zUghSAFyDjAoABG1GBQCML9zXBwAAxuWovRcAwBuw9AMAAACGhUAFAAAADAuBCgAAABgWAhUAAAAwLAQqAAAAYFgIVAAAAMCwEKgAAACAYSFQAQAAAMNCoAIAAABkVP8PWyRThZVKkPUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 18/95: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II.fits\n", + "============================================================\n", + "\n", + "Processing file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II.fits\n", + " Data already 1D: (22993,)\n", + " Saved to SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SIMPLE.fits\n", + " Saved smoothed spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 19/95: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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ataq4jzvLAgAA6BkniX6+7DAt3HNeNfXzbr96qsc1TcivCLK3QjnXmM4iTf2YCw2yP99ECpry3BmoEHnGiApX/LRp04amTJlCPXr0EKXJ5niEZebMmfTQQw/RO++8Q0899ZQrjhcAAKDIFu29QJPWHBfbFWPD5EBF2jbvscK5Jzm5efTZsiNijZ6+DbUXz5WCCmnqx9GeLerHSs9JbuMxVT/Lly+nunXzy6SsqVy5Mo0aNUosNJiUlOSs4wMAAHC6pOvpqkRZxsmy0nSLZZ6IgWZuTaLJ60+I2+/2q0tPdqimeiw/JseYpBJg1tytMKSgJs+NkYoO4hT7ApWCghQlHm2pXr16UY4JAADApT5fdkTevpqaZbVTrBS4cKyw6tBlef9H/xySA5X0rBz6acNJmrDiqHz/gXPJRT5G/2Kc+jFYeQ0dxCmOt9DnhFpr+zGSAgAAnl79o7TfGHBcuZVhdW2ecYsPq4IUtuesEwIVTP04FqikpKSIxm4RERFUpkwZGj16NOXmmlab5G60nFALAADgiaqXirTYJ62q/P7/HaRsKVPWzIZjrunGXpxTPwYrL6GHERW7y5Pfe+892rNnD/3666+i4oergHbu3Cla6QcHB+sm6QYAAKAwbK1mXLtMlNVA5dQ1U75LQRw5TUrpMnkoT7bP/Pnz6ccff6T77ruPnnzySdq+fbsYRenfv7+8irJ5EhIAAIAnG9ikvLju3aAsaWU+LDtw0aHnq1Muyq2daa/cyqSfNpygG2n5eTkSPQ8z2D31w0EJV/ZI4uPjxUKEt27dEv1TuPkbAACANzlwPr9T7c8bT1L10hEW9z/z6w6Hnm/iw83ovuYVafFLHexOpjU4KYpYe+Qytfx4pUgEfvmP3eQp7A5UEhIS6NChQ6p9UVFRonSZG8Ldfffdrjg+AAAAp9p26rrFvp71ysjbfz7ThsrFhNKPQ5rTMeOCgqmZOZSdU/SIoUKJMPri/sZUr3y03cm0uU6KVIZN2yZvrzuqzqvRc+qG3YFKz549adq0aRb7IyMjadmyZRQaGursYwMAAHC68zdvW+y7p1kFefuOqiVp06hu1Kt+WRrcKkHsiwgOoD+2n9EMbFxFTqY16DeI0FUy7dixY+n8+fOa9/HIyooVK0RyLQAAgJ4FB1j+j16vXIzmYzlo+X1LkhgB2XbqBhUnU9UPuZzBGwKV2NhYcbGGg5VOnTo567gAAABcIsO4to9SQly45mMjgvNPk+ZBSkGjHP2stNjX24jKmevpdCU1kxqU1w7U9MCh1ZMl27ZtozVr1tDly5ctGsBNmDDBWccGAADgdAH+9vc6DTKWLHO+iLKdyYXkDLGgoTUTH25atIMUybT5164KVLg/S99vNtCtjBya+VQr8ppA5ZNPPqF3332XateuLRq/KUuSUZ4MAAB6x4sLsg4142n8vY2odFSI1cfGR+b3CTPvuXY7K5duZ+Vofs2IbjWdcj40jahQkV03K0dm2Xl5IkhhJ6+mkdcEKl9//TVNnTqVhg0b5pojAgAAcDJuhV8mOpRKRYVQjvHMH+jvJ6pwbAkLCtDcHxsRTCGB+fe1qxFH/yZek+8b2aOW7jrTTlydaLEv27iAot45HKj4+/tTu3btXHM0AAAATnbgfDLd+e1GsX1qfD95heNAjaRacyFWApXMnFzKMo7MaCXnOkOAE6d+bmdbjv7M33WOPIHD7+7IkSNp0qRJrjkaAAAAJ1OuesxyjLmVQQEFT89EhWr/P5+ZnSe31A9yUaCiXLm5qLSmoi4mZ8jbeq6AdnhE5bXXXqN+/fpR9erVqV69ehQUFKS6n9f+AQAA0AvzlY2lKY9AO5Jqo0PV5zjlSstZxtWWpYRbZ3Pm1E+ARqASGmQ6boM3jai89NJLouKnVq1aFBcXRzExMaoLAACAXqVl5sjJtIF2jKhYw1M/0ohKSIC/XOXzz0vtnXSkzl3rx1/jW42PtJ5E7NEjKjNmzKA5c+aIURUAAAC9e6xdFZr27ymxnZ6VK692zKMi9uB2+lyOrMRfu+zAJfk572xUXlycybR6MjnhuSwjldvZlv1kvGJEpWTJkmLaBwAAwBP4kZ9qJGTW1iSx/c/eC3Z9ffVSkRb7MrJzacfp/CZwSx1cQdle0qKEuS5KIMnIVgRqOk5ScThQef/992nMmDFYLRkAADyCsuJlzRH1Ynz22Jh41S2lvdJ0jcFFQYRyRMXgTVM/33zzDR0/flw0e6tSpYpFMi3W+wEAAD1JyzSdkN+bv9/hrx/QpDwt2K3uQpurmI/h+13BlKNCTkvMVVI2rNPxgIrjgcrAgQNdcyQAAAAusOawujxZ8nTHanZ9vbWmcFKjtzbV4si15ckGJzyX5b4pG07K23peodnhQIWnfQAAADxFWHAA3cq0bHg2qk+dIj0vJ9Ha2ziuaFM/JKZ/XLlMjXKESG/8C7Mg4ZYtWyz2877t27c767gAAACcIvl2tuZ+e0/8FWO1V1belXTT7sZxhRGgqCnOK2IcUdAR6nlExeFA5fnnn6czZ85Y7D937py4DwAAQC9SMrLtLkO25p5mFWze76qRDuXz5hUxkJAqiKwxL7/26EDl4MGD1KxZM4v9TZs2FfcBAADoRZKxZ0pRhFpZ70fijM6xWpSxRW4RXyMi2Hamh9RnxisClZCQELp0Kb/JjdKFCxcoMNDhlBcAAACXkfJICloluSANKkSL6/6NLSt8ejcoS66e+jEUMRZStsuXlI7yjM60DgcqPXv2pFGjRlFycrK87+bNm/T2229Tjx49nH18AAAAhSa1y48MCaQVIzvK+9/s7Vgi7fTH7qCP725An9zdgN7tV1feHxYUUOCIizNKivOKGKmcv3lb3h53T0PdJ9AWKVD54osvRI5K5cqVqUuXLuJStWpVunjxIn355ZeFPpDx48eL+biXX3650M8BAACglG08GfO6PnGKtW1CHFxIkNfFGdyqMkWFBlFMmKl/WESI62YSlKkvuUUMVKSE4nf61qVSxvchx0MCFYff4QoVKtDevXvp999/pz179lBYWBg99thjNGjQIIvmb45UEv3444/UqFGjQn09AACAFtMChP4UHWo65V2+lVnoNyxIUY58NbXwz+PIiseGouUDU6qx6V1kaCBJi0Z7yohKoULBiIgIevrpp51yAKmpqTR48GCaMmUKffTRR055TgAAAGWr+yB/P1W/k1JFyM8orpEIZ0793DYuI8BTVdLzpmr0ltEj13SpcQCXNPNKzN27dy/wsZmZmZSSkqK6AAAAWJOTl2eRmMpqlLZcaNBerlp7x1lTP9m5eZR4OVV1nFnGEu3gQH+PGUmRuLVMZ/bs2WJtIJ76sce4ceNo7NixLj8uAADwDnzSVk7XzHuuLR26cIs61owv9HNyvktx4LxNf7/8Zm+OjKg89/tOWnHwEk18uCnd2ai8KlDh3JzraVnkSdw2osIJuSNGjBC5LqGhoXZ9jVRtJF20Gs8BAIDnOHU1jV79cw8dvuiaEfKFxsUEpRWQmybE0sOtEorUpO2Oqq5Z20eLv/E4HRnE4SCFTd1oWssnJSNHHlHJMgZvnsJtIyo7duygy5cvq5rH5ebm0vr162nixIlimicgIMCihwtfAADAO3yw6CCtPnyZEi/fogUvtHf68685csXpz1nUniyOByqGQk3XKJN+T15NE9eB/v7y6IrXjqjwKMbZs2fl21u3bhUlxZMnT3boebp160b79u2j3bt3y5cWLVqIxFreNg9SAADA+3CQwvacNfXmKowD55Ppl02nXNYl1pyU42LvCsyF5qduXFfYQEUqqY4OC5Snw7x2ROXhhx8WFT9DhgwRvVO4yVv9+vXFFA7fHj16tF3PExUVRQ0aNLCoJoqLi7PYDwAAYEu/bzaK6/DgQLqveUWXv1kLnm9HRy7doqaVSrj0dbKMox9SUnBhc2mkHBeu+unToBx9svgwee2Iyv79++mOO+4Q23/++acIKv777z8RqEyfPt0VxwgAAF7KvBrnVkY2fbc2kU5fy5+qcNThC8VTDcqN3polxLpsQULzNve5hRgp4mkeiZTjwlNJlUpqrwbtNSMq2dnZcp7IypUr6a677hLbderUEev9FMXatWuL9PUAAOBZuKlZLplOwuOWHKaZW5LouzXHacvb3WjziWvUvmY8hQTalw4QYKUihzvLenIgZyjEjNbqw5csRlSUvVm8dkSFp3l++OEH2rBhA61YsYJ69+4t9p8/f15M2wAAANjLvAJly4lrcjOyz5cdoSdmbKdxBUxTKPuFWMtR+f4RU+GGJ/E3BhaFGVFRfokUqHhgnOJ4oPLpp5+KdvedO3cWbfMbN24s9i9cuFCeEgIAAHDUxeQM1VTQ9P9Oqa6t2XziurydkZ1n0T6f1ShV+AZv7uQvtbu3c0jFWjM6KcXF32yqzSunfjhAuXr1qugKGxsbK+/nBNvwcM+a9wIAAP1oPW4V1SrjWEDBJ+ZBUzbLt8vGhNKO0zeoYYUYuq2olHHl4oGuFGAcArG3mkkZqCmZpn7I4xSq4RuXDiuDFFalShUqXbq0s44LAAB80NFLqQ49fmfSDdXtSWsS6d7v/6O35u6lW5nZcpMzvngif3/Hpn5uZ5uCs3rloi0CFeVCh57CM0NMAADwePaumVO9VITV+5Kup6tuS/1G5u48R1uMU0Ke1uBMKUDKUbHzvVK22q8Sb5rlkOIcV1cpuYJnhpgAAODxpv5rO/fEnpWOc4yrI2s5d/M2eboAB6t+lFNEUl6KMiD0makfAACAotpz5qZdj7PV6yzeRhDjDfwcrPpRjrxI28ov9YnyZAAAAGcID7avN4qtrqz2TOv0rFeGPFWAg1U/qpJk4w3ldJC/r+SobNu2jdasWSMWFcwz+wGaMGGCs44NAAC8WOnoULseZ2N2x65ApVaZKPJUAQ5W/aimfuQRFdM+Pw8cnnA4UPnkk0/o3Xffpdq1a1OZMmVUiTmemKQDAADuEWVnyXBuEUdUBrVKIE/l72DVjzIokQI85WCMT4yofP311zR16lQaNmyYa44IAAB8QsmIYFWL+6upmZqPs7XYrz0rAVcoEUYeP6JisC9QOXzxVgFTP5Zfw2XMB4tpjaTCcHgQyN/fn9q1a+eaowEAAJ9x9FL+SbVllVgKsdHnxNa0h63cDW4et+rVTuTJ/I2Rhb0d9F+evVvelkZhlKMx0ojKHVVKyvue6VSN9MzhQGXkyJE0adIk1xwNAAD4jB/XnxDX206pm7Y5kkxrbUrkwRaVaPnITlTdQ1vnm4+A5Bai4Zutqp/yJUI9Jm3D4amf1157jfr160fVq1enevXqUVBQkOr+uXPnOvP4AADAx9k6R0sn8FZVS9KWk6Y1f8bf25C8QYA8olJwoGI+8iT1T9Hqo6LMVdF3mFKIQOWll14SFT9dunQRqyXrPRIDAAD9U44EmLM1miDdFxserDoZe8u5yd/4ffCCjY6uRC29N1ojKsrFCfWeYOtwoDJjxgyaM2eOGFUBAAAorJqlI+nY5VSRS8Iny+tpWYUOVJQ9WVa/2tlrPpTEy/lrH4XbUSGVabYgoVT1oypPlkdULHu1eE2gUrJkSTHtAwAAUBTNK8eKQOWuxuXpi+VHrT7OVqCSY7yPp0hOje8npjm8ZTRFqsi5kJxh1/RMZq56VMq86offFum9UY6ihAXre9k/h+Oo999/n8aMGUPp6eqFoAAAAByRbfyXP6iAf+mlYETL9lP5eSk30vNXSvamIIUFG6uh7FnA0bynzL5zyfTqn3vkPirK4EQ59aP3d8zhMOqbb76h48ePi2ZvVapUsUim3blzpzOPDwAAvJTUA6WgQMW8V8qEFUfpyq0M+uTuhrTmyBWxb+WhS+SN/OU+KgU/NlOj+d2cnWfptV61jM+lfF7Tdolw9Xnc4wOVgQMHuuZIAADApyzcc17zBDt5SHN6+tcd8u3k29mUk5tHgQH+Yjrjm1XHxP7+jcqTt/N3oDOttS690pcqR5ukRnIs0N/fuwIVnvYBAAAoCuWJ98qtTFr8Ugd65c/d9Pl9jalhxRiKDQ+Sp3OkaYymCbGqaaBLtwquhPF0/sZ4wp7yZK0RFfG1xvdMOYqiDFoCA/Q9+VPoDJodO3bQoUOHxHb9+vWpadOmzjwuAADwYmlZOfL2yz1qUnRoEC19uaO8b1TfuvTG33vl24v3XRCBijLASc20XtLsbVM/BrM45XZWLoWZrT5tfURFClS0S5KlXi165fB4D6+Y3LVrV2rZsqXoqcKX5s2bU7du3ejKlfy5QgAAAFvSjUEGnyS1Fid8oEUl2vpON/n2lA0nLbrUvjd/v7x9f/OKXvmG+xsDCuVSAeOWHKK6o5fSlhPXNAMVZeCRUDJcnvpRTvco04KCdD714/DRvfjii3Tr1i06cOAAXb9+XVz2799PKSkpImgBAAAoSGpm/ohKRHCA1Uqd0lGmNu8S81yNpgklxHWPemV8Zurnx3X5Sw98sjh/VkOSmZMf/DUoH02j76wntjm3R1mebHpeRdCi86kfhwOVpUuX0nfffUd169aV93ErfV7/Z8mSJc4+PgAA8DK7km7Q079uF9spGaYpIC2v96otrttUixO5FuOXHFbdfzkl067KIW+b+mHmu6QRFS5pbl0tTmxn5xnk0mZVSbIiUAny96PKceGkVw5/snl5eRYlyYz38X0AAAC23P3df3TiSppdb1KlkqYT6NIDF2n2tjOm806AH527eVtsc1M0X6v6MRi0lyEIDQoQ7w1LTs+Wp35U6/uoOtP60YLn21GgTnNVHA5UOD9lxIgRdP58flkZO3funFhVmfNUAAAArLF3FWBJiLHhGa9jc94YlJg3jGML95wjX6/6Sc/KlZcTkPJU+H2T3nNlHKJ8Oi5PLhEeTLERpvWSPDpQmThxoshH4WZv3EqfL1WrVhX7vv32W9ccJQAAeIV0RbWPI51ZOf/C1rn6rsYVyBsFyKsnW95nMJv84UogFh4cSPFRIRYBjHK6J0OxCKRUnsxl4l5RnlypUiXRfXblypV0+HD+XCHnq3Tv3t0VxwcAAB7uRloWbTpxjbrVLU1pDpYUSyMqvOCe+YlZqYqOcyyc0pk2z/J79zNrfi8FJFy2HBZkKl3ONAYlyhGV6f+d8pjyZIcClezsbAoLC6Pdu3dTjx49xAUAAMCWR6duFQ3bnutcne51sIw4JDBAnsKwNWsUEuSdybR+NqZ+zIulVh3OX0YgOMBflW+SaVyCQJmjoqT3RGSHjo4TZhMSEijXbIVGAAAAazhIYfN2naOrZtMLUx5tYdeICk9r2Jr6qVEqyis/gACNPioS87Bj79n893ln0g0xzSMFKzwaZStQ0fmAiuM5Ku+88w69/fbbon8KAACA3SccPz/6bNkR1b4GFaJtfg1XsLDraVm02azBmVKMzhfWK6wAYxShFaRZ6z8jJR1LuSdnb6SLa6lCyt7n8dgcFU6mTUxMpPLly1PlypUpIiJCdT9WTwYAAGsn3X3G//rlk1ABXVEjjV1reY2fdUd9r/u5vzFQyVFUOEmU8YUySfmDAQ3kjrMZlEdfrcxfxNFTORyoDBgwQPfRFwAA6A//R29ensz5FLbofcG84pr6yStg6kdZsdOnQVlxHcTTZpmmjrVKZaJD6JKxWZ7XBSrvv/++a44EAAB8roeK+cJ69iZ6dq1TmlYfviy2pz/WkrxVgDSiotFQVZlzkmHMQ2HSYIKUo6LsNyP55qGm9ODkzdSkUgnF82mXQXtcoFKtWjXatm0bxcXlt+eV3Lx5k5o1a0YnTuSvQQAAAKD137xWnxRrpA6r5n4e2sInRvcD5M60lvcpv/1s4wN4pMSeap5W1eJo53s9KFaR21OrTBQdvniLPD6Z9tSpU5pVP5mZmXT27FlnHRcAAHgBqRLFHE9PcNv2gmjlsPz9bBufCFJUDd/ybPdRkUarlO9XQf1RSkYEq97HiQ83FWsqzXqqNXnkiMrChQvl7WXLllFMTIx8mwOXVatWiQ61AAAAkm9WWSZy8orH3z/S3K43SWtEpUbpSJ95gwPkqR+tsh/TpnS/MjhJup5f7WOvGqWjaNbT+gpSHApUBg4cKK45+ho6dKhFfxVuqf/ll1869OLff/+9uPAoDatfvz6NHj2a+vTp49DzAACAPpWPCbPY17CC6R/dgmiNnBQ0XeSLybQ5xqkfb0w+tjtQkVZG5lETzlGJj48v8otXrFiRxo8fTzVr1hTLUM+YMUNUFe3atUsELQAA4NmkFX3NpxyKoqCSZl8ZUTl4IUVj6sc5gcoDLSrSn9vPUrV4dQsSd3D40z558qRFkMKJtIXRv39/6tu3rwhUatWqRR9//DFFRkbS5s2bC/V8AACg/0DFWodUeznrZOyJOSoGxcjKrYwcOn0tTWxny1M/zgni7m1mXOpAB2+1w9/Rp59+Sn/88Yd8+/7776eSJUtShQoVaM+ePYU+EM5zmT17NqWlpVGbNm0K/TwAAKAf0iq9T3esJu9rVNH+qR+mrExZ9GJ7uQmaLwgwK082LzUe/ttOcX0tNdNmlRTTw+hIsQQqP/zwg1hBma1YsUKsorx06VKRV/L66687fAD79u0ToyghISH07LPP0rx586hevXqaj+XKopSUFNUFAAD0KSUjmzYcu2qRAOvoIng30rPl7QYO5Ld4Y3lyjlk/leNXUlV5O0cU5cXmuTxNE2Ltfl09VVU5HKhcvHhRDlQWLVpEDzzwAPXs2ZPeeOMNkbviqNq1a4vVmLds2ULDhw8XiboHDx7UfOy4ceNEtZF0kY4DAAD0p+VHK+XtlNumYCMmzDvX5SmOZNocs1wV6ZbUYr9FFVMw0q66ut9ZoRZJ1kEDOIcPOzY2ls6cOSO2eSSle/fu8rxZYVZVDg4Opho1alDz5s1FINK4cWP6+uuvNR87atQoSk5Oli/ScQAAgL7cTM+izBzTf/+8+vGbvevQoDsSHB4VWfVqJzGlMbxzdfI1AWbJtBZr/hhvZhmHXEICTZ1+G1YsoflcnsbhzrT33HMPPfzwwyIB9tq1a3IpMVfqcMBRVFxdxFM8Wnh6iC8AAKBvW09eV91+skO1AtvlW1O9VCQd/KC3w1NG3phMm2PWolYKUKTOtMoclYfvSFD1sfGZQOV///uf6JnCoxmfffaZyC9hFy5coOeee86h5+IREg50EhIS6NatWzRz5kxau3ataCgHAACeSyyIp1DYIEV+Ph8MUlSrJ+flWa2iYtnG0Svl+xQeEqA5jWQP6aEGTwxUuLnba6+9ZrF/5MiRDr/45cuX6dFHHxVBDuecNGrUSAQpPXr0cPi5AABAP5QlyAklw916LJ4sUB5Ryb998Ly6iCQsKEBVDaRcjTrIrFTZU6ulHA5UlK30zTOEQ0NDxfSPva30f/75Z0dfHgAAPID0H35UaCCtf6OLuw/HY0kBX64xmfbXzac1HydNASlHVMy71CqDGK8OVLiVPgclyqYzTNrH1+3bt6f58+eLxFsAAPBe/Hd/9eHLVLtsFFWMDbc4cdYtG+3Go/OeEZUcY47KxeQMzcdlGqeEggL9rDbGc6S9vp7GXhwOr7h3SsuWLcW1VH3D261atRLlyuvXrxdJtlrTQwAA4F04SHlixnZq/+ka1f4s44iKL63LUxzJtLFmyw8YjFkkxy7n91Ox1QulMHk+5oMSHjGiMmLECJo8eTK1bdtW3tetWzcx7fP000/TgQMH6KuvvqLHH3/c2ccKAAA68/myI/I2V55IJ8Mb6VkFdkoFR5JpDTYDh/Il8hd/vHJLXTVbJjqELqVIXWs9M2h0+KiPHz9O0dGWQ3m878SJE2KbS5evXs3vRggAAN6rcpxpuifperq8/e3qRHEdHuzw/8OgmUxryL+2MsAhxS9V400dgM0rfRwJGnXUmNbxQIUbs3Gr/CtXrsj7eJs70/KUEDt27Bi6xgIA+ADpP3ll99n0rBy6npY/otK6Wkm3HZs3JtMarIyoSFNA5oU9ykqfwqw67f6Jn0JM/XClzoABA6hixYpyMMI9VapVq0YLFiwQt1NTU+ndd991/tECAICuKDul8mq+5uvNNK+MQMU5a/0YbAYOUvxiPhKibPLmqdNwgYVZm4fX4lm+fDkdPXpU3se9T/yN0RpXBgEAgPdTLpKn1YwMybTODVTyzEZUpJvSSIufWb2Osp+NYzkq+glqCjV5yAFJ7969xQUAAHxXVo7BYnRFWW1SLT7CLcfltYFKnvp+Xk/p7I10eaTFfERFORUUWKiqH/LMQGXVqlXiwp1leW0epalTpzrr2AAAwINGVKTtDOPISvVSER7bDVVvybS5VkZUWNcv19GDLSppliT75NTP2LFj6YMPPqAWLVpQuXLlLN4UAADwzRwVaVuaAirq+j5gmUyrhXvWSPebn5GVUz+OJNPq6dTucKDyww8/0PTp02nIkCGuOSIAAPAY0qq9yhGVPWduWgQx4JocFclxY8M3W8m0jnSm1ROHJ6yysrJUzd4AAMD7bTp+jaq89Q9N+/ekan/iFVNHVG5KlpqZQ1+tPCZuH1ZU/4CzAhWyyXYyreOBilT27FGBypNPPkkzZ850zdEAAIAuDZqyWVyP/b+Dqv0nrqTJ2zyCsvn4Nfl2r/plivEIfaQ82aAdOEjxiLP7qHjk1E9GRoZoob9y5Upq1KgRBQUFqe6fMGGCM48PAAB0Jvl2NsWEqf/2s1lbk+iVHrXk22P61y/mI/M+AX7mgYr246ScZoupHz/PX5TQ4UBl79691KRJE7G9f/9+VxwTAADo2PmbtzUDFZ7quWRca4arVZRda6FwAozBhZSgbG0iJtsYqdiu+vGR8uQ1a9QrZAIAgG9RnguVi96xzSfyp376NSrnjkPzOgGKN5vX+7GWTKtMalZS5rQkXUunllU8r1OwUyaseM5syZIldN999znj6QAAQMfenbdfJNZeS80UDceU/tl7QVzfTM9f9weKJjLUNJ6QlZtnNVAxNdtT70/LzF/WgPVtaH/wqKfWI0UKVE6ePEnvvfceJSQk0N133y3yVwAAwPtEhphOmNtP3xDXzT9aKTd3M4fW+c4fUcnlERXtgRN5REVZ5WOuMH1tPHLqJzMzk/7++2+xOOHGjRspNzeXvvjiC3riiScoOjraNUcJAABuFRUaKEqPzWVka5853+xduxiOyvv5KeIOa6MpUmm4eDx5H7tHVHbs2EHPPfcclS1blr766iux8CCvmszr/vTq1QtBCgCAF9NacNCWirHhLjsWX+KviFQ4FHF06qew9BTw2D2i0qpVK3rxxRdp8+bNYrVkAADwHdameKwJDUL7fGfwV0QMhjzrgQrnr2g1fPOpEZVu3bqJ6R5e52fp0qVWm84AAIB34b/31qZ4tLzYtYZLj8dXR1TyDAaKDQ/WfFyOFKh4X5xif6CybNkyOnDggBhNGT58uFiQcMSIEbrLDgYAAOcyr+wpCBYjdF2OSo962t1+s+WpH+ecj/V0Wneo6qdSpUo0evRoUe3z66+/0pUrVygwMJAGDBhAb7/9Nu3cudN1RwoAALoMVB5sUYkebpWgWakCRePn5ycHDZwvu/1UfsWVtaofb3znC12e3KNHD7Hmz/nz50XuCvdRadmypXOPDgAA3C4zJz8/hU+Y617vTJ1rl1Ld37p6SbqZniXfRmKAa6Z/8gwG2mRsqGc1UHFypKKHNI8iN3yLjY0VgcquXbto27ZtzjkqAADQjUxjfkpoYABVjoug6Y/dobo/IjiQBjapIN8uaSWPAgrHr4Dus8oOtLb6qDj2mvoZm7ErUElKSrLryZo1ayauz507V7SjAgAA3U39hARpnzKk3Ik6ZaOofvloGtjUFLRA0fkbgw+tKbhq8RGq294462ZXoMJTOs8884zNEZPk5GSaMmUKNWjQgObMmePMYwQAAB2UJocE+lvtmcK5FEtf7kj/vNQBXWmdzM8YfGRpBCpSWbL8WLP7pVWXC8vgKX1UDh48SB9//LHISwkNDaXmzZtT+fLlxfaNGzfE/VwRxCMqn332GfXt29f1Rw4AAMXizm83imvl4oNKdcuhK3lxjKikaXQGPnvjNtkaUrHVzdarRlTi4uJowoQJdOHCBZo4cSLVrFmTrl69SseOHRP3Dx48WHSu3bRpE4IUAAAv8l/iVc39b/WpI655uidA2ZUMnM5fGlGxkaNi/lhJYeMUPU0hObTWT1hYmFghGaskAwD4BuX6Pm8o1u95tlN1cYHiG1HJNvZKcSQJNreIIyp6GJApctUPAAD4huc6o+OsO/j5qbvPOjKi4jNTPwAA4NsjKh1qxrv7UHyWv796RCUmLMjuNZbyHGsqrEsIVAAAoMBAJSrUoUwBcKKb6dniOiUj/zrQ34+61C5FDSvEWDw21KyE3BtGVPCTBwAAVt3KyA9UIoJxunC3d+fvl0dYpg5rKVf9dPhsjfyYELMRFVtN4uxh0EGBst0jKrzGD1f2AACA75BKYiNCEKi4W5axjwqvpZS/BpAfVSoZTu1rmKbluHuwUmE71eqp6sfuQOXs2bPUp08fqlixolg9mdf2ycoyre0AAADeJz0rv9lbRIj6BAjuk2s2nbNRUUJuPvVjnrPiiewOVKZOnUoXL16kWbNmUVRUFL388ssUHx9P9957L/3yyy90/fp11x4pAAAUK16Qbvp/p8R2OKZ+dOPKLe3Ge1qBSdc6pcV1XETh1l/SQ4qLQ8m0/v7+1KFDB9F99siRI7RlyxZq1aoV/fjjj6JTbceOHemLL77AWj8AAF5g26kb8vbxK6luPRawj/kyB2/2rkNj76pPC19sT169KKE1devWpTfeeIP+/fdfOnPmDA0dOpQ2bNggRl3sMW7cOLGOEI/QlC5dmgYOHCgCIAAAcL+k6+nydpA/ikQ9QbBZoBIWHEBD21ahCiXCyFM57SevVKlS9MQTT9CCBQvotddes+tr1q1bR88//zxt3ryZVqxYQdnZ2dSzZ09KS0tz1mEBAAAR/bntDD33+w55gUF77DhtmtKvWkq9Si/oU1CAcwNKg6+XJy9dulR1e/r06WJkhauLeBoJAEDvJiw/QnN3naO5z7Wl0lGhDn/92RvpNGlNIj3eripVjY+gG+nZVCoqxOnH+cacveK6ReUkerx9Vbu+ZtbWM/L2sLZVnH5M4Hwlwq03g/NUuhrLS05OFtclS5bUvD8zM5NSUlJUFwAAdzl/8zZ9szpR9LK44+NVdPC843+T+ny9QQQED/y4iYb8vJVafryS9p3N/1voCmuPXqG8PPv+T5YCphHdanpF9YgvCDErTy4sjyxPdrW8vDxRSdSuXTtq0KCB1ZyWmJgY+VKpUqViP04A8G18kudqGGUzNEnfbzY4/HzSc/BIyqYT18T2U79sJ1dZf/QK/W/lUbseK7Vqb10tzmXHAwWrGm972q1WmUhxXTHWc/NQPCJQ4VyV/fv30+zZs60+ZtSoUWLURbpwAi8AQHE2P+v4+Rp6YeYucfvcTVOyKatXLtrh5wwKsPzXNauI3UQL8u3qRLsel5mTn88SYtabA4pXtQIClZ+HthRTc78/2crpr62H8mSHc1QWLlyouZ875IWGhlKNGjWoalX75j8lL7zwAi1atIjWr18vGspZExISIi4AAMXtZnoWNflghdjmqZ5JRPT4dPXIR9OEEg495/5zyfJCc0olbCw6V5T1ehxxOSWDzly/LbaDnZygCUWr5DHH3Wnfv6s+OZOepn4cDlS4hJiDEmnoUyLt4+v27dvT/PnzKTY21uZz8eNffPFFmjdvHq1du9bhAAcAoLj8viVJdTvZuFCc0r5zjuWW3PntRs39UU4OVA5fsC93Zsm+CyIIy87Lo8+WmlpFhAcjP8WdhneuTkv2X5Rvv9O3brG99tVU683liovDYTKXEXPvE76WpmB4mxu/SaMi165ds6tEmad7fvvtN5o5c6bopcKdb/ly+3Z+FA8AoBcpt9WByfilhy0es9dJSbCZDpQQ20Mrd1Zrsbrhv++kjxcfUgUpUi8OcJ/4SPVMQtkYx6vLPJnDIyojRoygyZMnU9u2beV93bp1E9M+Tz/9NB04cIC++uorevzxxwt8ru+//15cd+7cWbV/2rRpNGzYMEcPDQCg2PpTcMVPUUj5H1oc6XVij2SzIIvVfGcJnRrfT759Pc362m1hqPhxK3+zeRhn90rREh4UqJvRNIcDlePHj1N0tGXCGO87ceKE2K5ZsyZdvWpaJMka8+kjAABPWV9l5+n89vK96pehnvXK0qt/7XHo+cwrhpQysvNcHqgo3c7KpWYf5uffaEFpsnv5m8UlwYHFl0Cih9O0w2FZ8+bN6fXXX6crV67I+3ibW+nzlBA7duwYSocBwKvsTDKte8NuGRNUS4QFU01jeWh5B4bkU42BSkRwAP3wSHMqGx1Ko++sJ/Zl2Bhtcca0lbmTV9McWj8GileAG0ZU9JRM6/B3+9NPP9HJkydFdQ5X+PCFt0+dOiXuY6mpqfTuu++64ngBANzi2GXtRfm4dFeqysjSqOApqBInIiSQejcoS5vf7kY96pVxydTPB4sOiusONeMt8h3sOSlxkQT41tSPxKCDJvoOT/3UqVOHDh48SMuXL6ejR/ObBtWuXZt69OghVleWKoMAAHwBj0ZIJ44sB0ZCNibmT49HhgRaTLHw1I9URelMG45dpcUvdRCN6aIUr5tro1MtWue7n7+/GwMV98cpjgUqvGhgWFgY7d69m3r37i0uAADebuQfu22e/KU+I440ahu/JL9q6IRi2iVU0VgtMyfPJbkhUlv81KwcuZX+zK3q0mtJi8qxTu/PAY4LMAtUiqOvjZ4G0RwKVIKCgighIYFyc507LAkAoFc8RTNv1zmbJxFp6qeoSbDKwCQz2/mBSmx4kDyCw/8pp2fn0rL9F2mmWY8Y9tm9jahNdbTO12WOSmAxJtOS+zkclr3zzjv09ttv0/XrpuW/AQC8lZT0KuHEV6VH21RW/Yd79NKtAp9TOdXS05iXIg3pS/89OzOhVjq+z+5rLEZtpNf4ZdMpzWolHnV5oGUl0fEU3M/PLC4JNC8Dcslr+ukmUnE4R2XixImUmJhI5cuXp8qVK1NEhHoNgp07dzrz+AAAdFWWzOXISm/1qaNqgz9i9m5aMqKDzefcdsr0j96EB5uo7gsN9Ke0rFynJtTGRQbTheQMKhMdIk5APKrCJcvmjd3k43unu9NeGzx06oc8vIU+AICv6D9R3eaeT/TPda5O3609Tj880oxCAgPIj0xTPnXKRhX4nOlZplEaZTIt4+keDlRuOzFQSc/KVTXvkgIVLb3rl3Xa64Jrpn6Ci7Fc3COrfsaMGeOaIwEA0BlrTSnf6F1HXLRWQOZ8lv+ZjZJYa/bWroZlDoiy8sdZuKEbCwvO/5MfFWr9Tz+XSoO+p35Ci2E1a3nmx+CBOSrs5s2bomfKqFGj5FwVnvI5d856whkAgKfJsVG2q+RoGTFPD7F/E69p9mVhzpr6ycnNk6uRwo1BkK21e+5qXN4prwvO42f281UiPNjlb6+fjiZ/HB5R2bt3L3Xv3p1iYmJEk7ennnqKSpYsSXPnzqWkpCT65ZdfXHOkAADFLD2z+CscQwOlERXnvLZyCkkKUKx9X0+2r2rRswN8m4E8cETllVdeEQsGcpt8XohQ0rdvX7FyMgCAt1h28GKhvs7WAn9Kyoof8/wDZYJuYfy47ji9+fdeedqH/ymXWuEfsVKZhDV9QI99VBwOVLZt20bPPPOMxf4KFSrQxYuF+6UGANCbrJw8WrDbNJ39WLsqtOjF9lYf/26/unaVKN9QBDFPd6xmcb/cjj8nz2IK5+eNJ+nQhZQCj50TZcctOUx/bD9DC/ecl6d9CpqiSohDOTLk89PR4sEOByohISGUkmL5i8Lt9EuVKuWs4wIAKFZbT16nKm/9Iy78x/m7tYlyDknfhmVpTP/61KBCjNWvf6xdVXk70Mb0yY10U6DSvHKsxf3S12aZNdacve0MfbjoIPX5egM99ct2m99LmnEdIXbQGNhIibRaSbxTh7WgF7vWQH4KWHB/mFKIQOWuu+6iDz74QLTTZxyhc27Km2++Sffee68rjhEAwOUe+HGTvP3ThpO0eN8Fh6ZElB1qB03ZLK5HzN5F7cavpidnbBfXyw5cpDRjfgivlqw1wvHf8fzgaNaWM6r9O06bVm9ecfCSzf90lffM3XlOVZrMxt3dSN7mhRC71ilDr/asjakfMNHR1I/DybRffvkl3XfffVS6dGm6ffs2derUSUz5tGnThj7++GPXHCUAgJPx1AoPXgQam2fVLx9NB87njz5sOnGNjl4yrZZsb76INF3Dj//v+FVasDt/2uXczdvi+plfd9D0x1qK7YgQ28HPVkVTOBYTFqS6za8RbKWV+sqDlyz2RYcFqqZ4To3vJ/q5hLlgPSFwnQdbVCqWt1eq+tHBzI/jgQpX+6xYsYL+/fdf2rNnD6WmplKzZs1EJRAAgCdYc/gyPTZ9m9je+k43Kh0VShGKxmu1y0bR6sOX5dvH7GiLb+6fvaYRGSUpaCkXE6Z5f1xEMF1Ly6LBrRJU+//ecVZ1OzMnV7Px17qjV2jMwgMW+8trvF64YjoIPIOfjkY6ikuhf0rbtWsnLgAAnkYKUqSVkX9/srVcHaNVGtw0oYRdz7t/bC9qMGaZ2F5oHE0xdzM9f9q8XIypalKpW93S9Of2s1S+RJjF4ohK3BAuKlQ9msNTTsopIqWoUPWIDHgmPz/fC4jsylGZPXu23U945swZMdoCAOAJOGGWA5M0RVt7ZdDC/O38q61sh3/LLLCQSK3rS4RrBw68MKFW1Y85HlGRbD91nWq9u8RqkFJc3UzBOxncPP9j10/u999/T3Xr1qXPPvuMDh06ZHF/cnIyLV68mB5++GExDXTtmmW3RQAAvTpzPZ1OXElTVdgo1SpT8Po99pLKk611F5VyRgpaPVnZYv++H0yJwNbwmkTg+ZpWsqwUcwVlaO7uPBW7pn7WrVtHCxcupG+//Va0zecVk8uUKSMavt24cUMk08bHx4tGcPv37xf3AQDokfkUCnv1rz1WH8/VOeb5IkVxs4ARFal7bGa2/SMq9sCIimdbMbIjbTt1g+5rXrFYXs/RZSF0kaPCZcl8uXr1Km3cuJFOnz4tqn44QGnatKm4+PtjaBEA9O23zact9l25lWn18Zvf7ubU17+ckiGuS4Rpj6hIpdDm0088raQMshxdtBAjKp6tZpkocXEHg6cl03JgMnDgQNccDQCAi52+lm6x70JyfvBgLkqRc+Ise84m2xxRkQKV41dM5dHKNXt45WNefTnTwbWAMKICjtDPeEohV08GAPBUs7Ym2f3Y+KgQh5+/Yy37OnSb90UxT1xMV4yo8DRPrnElZ+nrMgtItjWHdXzAEcqZH49IpgUA8EXc08RRHWvGq263rKKd/Fg6WjsIKmUMjoIUPVKOKZrPlYkOVZVQSwFMQZRVTQCeNPWDQAUAfNL4expSZbNF+P58po3qdlyk44HK4+2qymXK/RuXp1lPtaZHWlsm45aKtB2opCvyUd6cs1felnJXuCmcstxZy4cD6svbVeIiHP5ewHf56WjyB4EKAPiMQZPz1+BhNUpH0tRh+e3sJXdULam6/VQHy9WNC+Lv7ycav3GL+m8HNRUt+j8a2NDuqgqpj0qOYqTkkjEBV7nI4OgF+8X1nrM3NZ9n4Qvt6H5Fu3V7R14ABNXUD3lWoJKRoZ10xi5c0G4ZDQBQHHi0YcjPW+iPbUnyaAMnpUpz7LyGj4QbqlUvFWnz+VpUUQcuRVG9lH0jGtLqydm5phyUjjXz81461zblv8Qa+7A8Ns3UZZd99WATESQ1qlhClZeCQAUKy+DmyR+HAxVu6LZ7926L/XPmzKFGjUwrcgIAFLcP/zlIG45dpTfn7KM5O85S47HLqduX66jqqMVyozVJxVj1tI9yFWRXUHa3bVghxurjAo1tHpSBxdxd5+Tpm2Ftq4jte5pV0Pz63g3K2uzPAmAPHbVRcTxQ6dy5M7Vu3Zo+/fRTcTstLU00ehsyZAi9/fbbrjhGAAC77D+XX/qr1cQtJUOdy8ErCLOZT7YS15OHNFeNaDhbrmL8/I9nWlt9XGCANKJi+V/s/N3n5FWXte7nkRTz6p7Xe9Wm7nVLU9c6pYt0/OBb/Eg/Uz8ONwn47rvvqF+/fvTkk0/SokWLxHRPZGQkbd26lRo0aOCaowQA0MBTOspcj73GHiVaOn2+VlyHBwfQwQ96y/vb1ogXJ3jJAy0q0a+bT9MdTpz2YWev56+anH8M1v/0BhkDlZw8y/LjWqWj5BwW5dSQLc93qVGIowUgz06m7dOnD91zzz1i8cGkpCQxuoIgBQCK0wf/d1BM6Rw8n59cai9lfxIt7/SrS98PbkZThrYgZ6oab2+Oir9qlWWloW2rOByoAHh6C32HA5Xjx49TmzZtxGjKsmXL6I033hCt9fk6O9t6mRwAgDNN/fekuH506lanPi9PnfRpWM5qQ7bCql8h2mKF5YL6nXCeCufaKHuyBBsDlRsagQyAs3j01E+TJk3E1A8HKSVKlKAePXpQ37596dFHH6UVK1bQrl27XHOkAABGeYpE01yNKRI9Gtm9FiWnZ9MjbSrbfJyy38kLM3fSkv0XVQmx0tTQioOXbPZQAfAW/oXJUZk9e7YIUiRt27YVAQpXBAEAuFqGYuXggkYW1rzWWRcfSKWS4fTzsJbUpbbtpNaIkECKDs3/H1IZpLCo0CBVx9rlB0z3z37aeoIuQJFa6HtaeTJX92iJioqin3/+2RnHBABg09yd+eW69qgYG+Zx72awIhiR1CoTaVGVdF1Rct2oovWSZ4CidKb1uKmfX375xWbyjbVABgDAWd6dn9+VVVLlrX9oyqPq5Ne65aJp7vC2cvKpJ9FaQHDB8+3FdWqmdjKwrUoiAE/m8E/2iBEjVLc5gTY9PZ2Cg4MpPDwcgQoAuMVTv2yXt5eP7Ei1ykRpPk7qm6JndcpG0dkbpnLm3aN7yA3bEkqaGtWNW3JYXEtTRQCumfpxL4f/1bhx44bqkpqaSkeOHKH27dvTrFmzHHqu9evXU//+/al8+fJiNGb+/PmOHg4AgIUwjREJZd8UvTMfHSlhbJfPOtUytdGXeOKoEXgOg5vnfpzy012zZk0aP368xWhLQbirbePGjWnSpEnOOAwAAM28lC1vdxPX9zev6BHv0CHjwoNs7nNtLfJX/nurq2rfLcVKywDexmnjhYGBgXT+/HmHG8fxBQDAEWWjQ+liSgaViQ6hSymZqvuaVCph0ayqTHSoqvus3h27nKr6Xs2VL6EOxHiBRQBvnfpxOFBZuHChxZAQt9GfOHEitWvXzpnHBgCgKdy43s03DzWlOuWixeKD9qyj44lKRpimfZQ2jepKbcatLvbjAdB9oDJw4EDVbf7PpVSpUtS1a1f68ssvyZUyMzPFRZKS4ljrbADwDreNbfBDggJEB9k9o3vS2EUHxDo9IYGev0owN4f738qjViuAWLkY06hK6aiQYjs28A1+nlyenOfGLpDjxo2jsWPHuu31AcD9eBXkC8kZYruU8QQdEx5EEx5oQt7imU7VRCv9bgWseDzunob0yT+H6LvBaLYJzqWaPfW0QMWdRo0aRa+88opqRKVSpUpuPSYAKF5bTlyXtyuY5Wp4Cx5Febtv3QIfN+iOBHqwRSXyVzSBA/A2dgUqyuCgIBMmTCBXCQkJERcA8B2ZObnU+6sNdPJqGm1/t7uqXwoQghRwCfWAikH/gYq9Cw06uiw092BJTEyUb588eZJ2795NJUuWpISEBIeeCwC807yd50SQwlp8tNLdhwPgE/z8PCxHZc2aNS558e3bt1OXLl0sRm6GDh1K06dPd8lrAoBn4TJkAPBddueonDhxgqpWrerwqIktnTt3dnvHOwDQt80nrrn7EAB8jp9i291naX9Hus9euXJFvv3ggw/SpUuXXHVcAADC9lM38E4AuLPhm6e00Dc/0MWLF4sW+AAArlS/fDTeYAAfhpWsANwoNTOHJq4+RulZWKvFGqlXirkNb5jy2wDAhcm05CGBCh+0eX6KM/NVAHxRgzHL6IvlR6ne6GXuPhTdyjSuYxMVok6pq1Qy3E1HBAC6TKblqZ9hw4bJfUwyMjLo2WefpYiICNXj5s6d6/yjBPABRy7eotplo9x9GLrCf3c2HLsqtt/pV5f+b+95+jfxGv3wSHN3HxqAzzB4QnmyVDKs9Mgjj7jieAB81uxtSTSmf313H4auXEvLkreTb2fT709614KDAHrm55cfpHhEwzc2bdo01x4JgA8KDvCnrNz8qY34SN/qujx5/XEKDw6kR1pXFrezcvLoiRnb6GZ6Nn1yd0NqWDGGbmWYcncCA5BSB1Cc/HSQn8Lwmw/gRpGhpv8VAnxovZaNx67SJ4sP07vz99OZ6+li310TN4ppnn3nkqn/xI1iX44xiGPBAb7z/gDoisG9L49ABcCNlCdiHlHwFY/8vEXe/mv7GXF9+OIti8ct2H2+WI8LACwLZtw9qoJABcCNcvJMfwJOX8sfWfA12Yr3QCklI5smrjGtBXZPs4rFeFQAoBcIVADcKCfXdJJOup7ms4sOahk1d5/qdoRZeTIAuJafTqp+EKg4GVcmTN14ki5jITWwQ05enk/mqJgvOnj6mmWQ9s/eC245HgDIJ7VKc3fVDwIVJ3tn3j76YNFBGjRls7OfGrxMXp6BlLMeytEVb6a1bsjFZKyQDADaEKg42ZrDl8X18Su+OYwPhctPsZWr4W3SsnIt9h28kOKWYwEA6/yMkz+Y+vGBP8IABU37sFyz297q6q1Mi31j/++gW44FAGzQyWw0RlScKC0TC8uB/bLNpnp8YeonOzePOn+x1uGvCwsKcMnxAEDB3P2XCYGKE03796Qznw682PW0LLG2j5Kyj8jtrFw6eD5FM5/Dk91QtMRn0caGd/GRwVa/5p6mFejA2F4uPzYAsFb1g2Rar3HogmXDKgAtgyZvpgd+3KTaF6XoUjt06lbq+80G+mvHWa96A3PN/uA93bGauL6aqg5glL58oDH5+2hFFIAeqn7cDSMqTvTPPnU5pbujUHC+mVuS6I2/91Cug4mvGdm5qi60Ry5pBLWKp9x66rq4fuPvvfTjuuPkLZLMmtqFmk3pNKwQQzvf60F1y0VT7TJR9M2gpnJ3TABwD3efyhCouFCmD7VE1/t0w4qDlxwOLrS8PW8f/bn9LK04eNHurzl26RbVH7NMBB22Atjb2bly2bLSuCWHyVs8OnWr6nZIoPpPUFCAH5WMCKYlIzrQspEd6a7G5Yv5CAHAvOrH3RCouBACFX3gFXmf+mU7TV5/wmnPeVmjcsWaqf+eFEHS3F35HVivpGZaLVfmkZeG7y+zuK/KW/+Iy9L9ntcEjXNx+Ng/W3rY4nfCfNkAf4yeAOiGnz7iFAQqrpSZ4/xS5dTMHDE64IrndrWb6Vn03/GrFiMGrlqdd9WhS2J7Z9JNcb1gt3ar9sLg7sP2SstUf1bzjQGLlllbk2yWuD/7207VFJJk8b4L9NXKo7qabryWmkn/JV6lXl+tF7e/W2s5hTW0bRXVbQQqAPpjwNSP98rMdu7Uz7mbt6nBmGVidGDSatNibZ6i79cb6OEpW+SRBVu6frFW/BeuNV2z72wydf1yLa08mB+ImLuUkiFW531ixnYx7eIKYcHqdWf2nLlJAyZupC0nronj2noyP8eELdyjXgG4fIkwm6MvBdFKPH3u95301cpjtOnENXKnU1fT6MvlR+i3zafp8Rnb6eGfTKska6lUMpyWj+xYbMcHAPaTBlSyct37jzGmflzI2aMenypyFb7xwEDlvLFN+tL9tvM7zt5IpxNX0zRHQXg0of/EjXTiSho9+ct2qwGdZP2xq/J2XiH+LTh+JVUETD9tUE8b9WtYVlxLIxgPTd5Me84m04OTN4vj4ooeR/rqcG4GO3PddOzWtB63yup9b81RL+RX3LhHyrerE+nd+ftF8GbL1GEtxHWtMlHyvsu30EofQC/SdNLAFIGKC2U4eUSF8xechft0WMMn308WH6K/XVQaW1Cl6a0M0wmeAxKlLLNpD62pjrVHrsjbqYrnkhqq8dfYSqzl6bX848imbl+uE9sf/XPI4nEcwFQdtVi8l1IirNIVK3ks5q/9cKsEinTSysBJ19U5H3rWtU4Zi31c7QMA+lAyIr+/kbtX90Cg4kHJtOZrwxQGn6Rf/2sP1R29lN6ak1+FYm7B7vMi8fS1v/aQKxS0SvCxy6nyds0ykTa7uS7XmP75ZtUxeft/K4/K21IwMXTaNjF1pDXixV/L02vrjl6hV/5Uf//nFSM1Xyw3Pe8PVsqH75q40WIfP0eW2c9F5ZLhFBJo2Xn1xyHN6dT4fmLkYfSd9SwqmaQE2/Qs9ciN+e3izEmx1+ynW2vurxIf4cQjAoCikP5UI0fFi3SoGe/SqR9nBCq9vzI1EZu97YzmY17+Y7e8veP0DYsT5JMzttGvm04V+hisJUxyku1Hiw7SS7N2Wc3zMU8kfebXHXa/Lv+ycaC2/ugVUW3C0zXmJqw4Kq+CzUnLSr9vOa35vF8rAiOlFMVojoRHqjYmmqajKsaGiYRS7lSr1KBCNPWqX1YeeXi8fVXqWc80AtHxszXy9ut/qQPOlNvuCVTMO+3aUqesabqHfTSwAbWsEkvPdqzugiMDgMKQehgVZtrcmTCi4kTma7U4+7NVTnPUL1+4IXLNRmM2nLhiGt2QkjZXHrpM7y04QBeSC86ncKTk7YVZO+kns2qaT5aop1y0pmx4BKHFRytoxn+2g6eLKRmq0ZpdSTdVU2DKnIqzNyy/t0lrit54bdmBi2LESrLxza6i6VmV+HDV4yrHWY4s3N20grx9S5H/Yh7kSFNO3FyNk1uLyzertQM2LeFmyciPtK5Mfz3blmLCg1xwZABQlBEVBCpevBquswMVd/ywlIoKEQvJSSdDZVVJv28spzYcnfrh/8J7f7Welh+4SIv3WSbZ3kzPFtMxPMXBJcHZGoHKwEn/ikqYMQsPFPja24wdX7WmSVYay5mdiUeAlN+v+dSV5OgldUBYIszyhN27Qf4IS0GupGaI6aWOn68Rya0F5TbtPXuTLhoTnYsiQhF8VC9lewon2KzRGwDoj7/xv0pM/XgR85OQswML5WiCM5/65NU0mrQmUSSPan1PPEXS7MMVFv+dc/CSkpEtRnqkfAmu2GGnr6WpSnSVlAMq9/3wn1iM72kbUzjSdMwHiw5q9hBRnuQL6j77zrz9qtvKaRhlhZCz3EjPtnpMbavHydvtapi2rY06WWslb14pw2tOSQnBjD8ja/7cdobumvivzUoie3WuXUre/uy+xkV+PgBwL+kvDkZUvHhExRkfLv9nzPkgHEwoT3gHL6Q4/Fx/bdfOSen1v/X0+bIj9NEiy8oWTkCV8lTmafQ/SU7PVlW3dP1infgPvdPna0WJ7j97L9jMUVFW+NijoP/8357rWHmuslS6oHLawki6bn3q5bcnWsnbA5uYpnX47XmwRYLdr3HcrDKKK6VUAZ2VH0P+3N5QJFQrg5uiVLkNaFKemleOpZWvdBLr9vBFac7wNkV6HQAoHn46GVFxTk0kaOaocKDC0xLckfXUtXR6q08deraT/cmCB8+n0KS1ifLJ3jwvhUcyHFmw7XXjWjPmpJJfaSE8pf8ZRzMYTwHxyyl/aPl7VNba83Pxf+gS7pbar1E51X/1RVkJN/m29dEB9ociGLunWQWau9N2c7kl+zln5Bz1b+SaNWXu/V69QrKkf+PyqvfhvuYVqUbpSKoWH0lpWTlWm8LxKMx/x/On30b1qaO5DlBuXp7qszYv6bYWRHHVTlHKpKUppvDg/Aom/n4k9zevKEaXJg9pjpWQATyEv3GGFiMqXsS8KmfN4Su0+8xNEaSw8YqTCgcZXB78x7Ykzefi6pq+32xQjUhINe0SRxbZMy+J1aL1w8gjORJugS49JDQo/yf4amqmzRyI2mWjxJRRo/eXy/uqFqEE1Txx1JqwoAAa3KqyXY8dMXs3/aao6BncSj2acXJcX2pTzTQ1c2BsL6vP9Xi7qna9ZpBZsMYBZ9OEWJFMaqtzLa8m/GbvOrT1nW5W8zzm7z4vyqsLyotJVCQWO6OqTCr/Nl8RmX1+f2P6aWgLBCkAHsRfrvpx83G49+U9w9ojl2nMgv0Flhub509wV1NrvSZ4yoHLg9+cs08EJVoVKpbPr/5p0Sov5gCIRzGUAQ5PadR6d4nmMXNuiulrra/sa22Yn0cMOBizhk+mnNCpNL2A6hy2+tVOFKORUPqWnVM70WGBVKmk9RO+uZlbklQVKOZBxK9P3EHrX+8i+ppEhARS4sd9aMMbXSxGIDhPY9LDzQp8vUBjJ1pHxUeG0PDO1al0VKjqmAsTpJoHMGsOX7br+fjnifORqo36R3Tf5Z8ZvqRnWQ9UAMCTk2kN7j0Ot766hxg2bRvN2HSaGo4xjQrY+sMfaPxvWRqiV5JW8FWWvyr/+5Vo/bdsPoLCbcrNgyFOYOU1X56fuVPeN+Rn6+utcG6KxEAGq/99q44tQH1so2wED1rLhFvr2KrEQUoJO0pV+Vi03quo0CAqEaYegbKFE3rl5wz0p58ebUHlY0Lp72fz8ykCA/wpIc5UQsy3eZ0a89GhjrVKiakuc51qmRJNWYA0ploE5t+3tRm19xbsVwXd0ijZNbM1g7S672qtszRgUv7UHv848s8Pd+flixSA8pQlAHg+P7k82b3HgUDFAdbm+s2TaYPMTuRKnH/AwkMCbP7Hax4MsEsa66BILd5NjzEFAdyBloMCrcZjWnidGa1RIEffB6U5O7Xb8GtVGCnFRYbQVRsBDZdNMx410Xr/eFqDT+TcAfWZjtXkx9ujalwEda9Xhv4b1Y1aVClp87H7ziXL23Ofa2v1cd8Nbqa5tk9RmAeudcpq99bh4JVH8p75dbsIurt8sVY017P22Zj7YtkRuaqL11kqaHSMV8gGAM/nZ7xGjooXkaZmbPWIOH45zeIkk6lx4tf6weBuqo7gDrQtP17p0Nf0+XoDFQfzrq9KHw5sUOCCWNKojFZjNsajIax1tTga1bcubXunu0jkLAgnghY22bdZQqzV+3i6qEXlWLuXEbBHmDFp1Z5KsOYfraRlB0zv+e9bkzTXBWo8djm9PHuXCGQYd/GdqJgetMefz6CqB8Ab+Ouk6gcjKk7Aw+HcpZWrYgoaUck1fuJfKtaKydRIRnUkUZZXC561NSm/KoeKhzQlUli8jo5WTsT4exrSELMcEXvWU5Km26Rk2F+euMPisU0SShT4fCEONiIb2ES7Wmjta53l7a8ebCKutyuWI+Cy7qLitYAK67356n4yyqoqTsblnjVsy0nL6cuCcFIwAHg+f53kqKA8uYi4xbw0HC6VZdo62fEwPCcgKststRYvdGROcNDkzeK/Y84V+XZQUyoOPCVSLiaULhSho+lj07epbg+6I4EeusO+/iFc7iqtWSS95wdH9xR5Gpw/osWe3zUuoXXE/x5sQiXCg6ln/TIWi+tx4q01c3edownGAKawOKGWX4OnZNiUR1vQU79sJ2fgKZ3376pP1UupF4UsCK9dBADewQ85KiaTJk2iKlWqUGhoKLVq1Yq2bt1KesUdVyXcCG30ggMOTf0w82oNHg3YdPyaOOEs3X/B4TlB5RC+vSvncjOuoiooSOleV33yrmCj7JbZmg3hIEbpjqrq3BGeSuH33VqQ4ipcEcQn9LbV1QtSWuud4gocrJz4pC/1qFdGXhiTK5KcQavJnzWNK8aIyigA8LbyZIN7j8Otr84Nuv74g1555RUaM2YM7dy5kxo3bky9evWiy5ftK5UsbscU7drv/f4/VQt2Kcm0oOkX8zJnbto1aEr+Sr7P/razSD8YPxqrigqibMblDF0U7dMlncz2/ftWV3k7SqOxmLVVlZn5dJB5MGhPgFJc02LWfH5fI3k7oaR6EcKikvJqZjx2B+17v6eoSJJyfQqLy+Y32LmsAPfVWfBCe/RJAfAi/mj4lm/ChAn01FNP0WOPPUb16tWjH374gcLDw2nq1KmkR0/9WvDQ+okCVqy1pwTYVo5Ko4ox1l/brJ16cdFa26WGxrQBN2IzX/3XngRT86qddjXUIxjKHBVrlEmy04a1lDvCFhdlf5Gi5vjY+h65NJs5kuujRdnL55lO1eTtcfc0tFiLCGv7AHgfP9JHMq1bc1SysrJox44dNGrUKHmfv78/de/enTZtsmw9npmZKS6SlBTX9GtYduCiWLwuNjyIvn9EXVbqjA9MuQKxtUXmbL0O/7fM0y729CMpio/vbmCxiJ95Zc154/SPZSARp7mCrtS9VEt0qPrH8fCHvenXTafpoTsqySdfiXkzOHsClbiIYOplzCXhxmw8ZcKddf9W5Lq83bcOuZKtvBW9Ua599EKXGjSqT1359p2NylFDRbfhOxta9o4BAM/mb/yzOnrhftpQp6v7jsNtr8zt169epdzcXCpTRp3LwLcvXjQtFicZN24cxcTEyJdKlSq55Lg4uZVPYMcup9LaI5bN2IrK2qrCkpNX1AsQarVfl0YmXKleOe2+HK/1rCWuJ5r1Bnmjd215+9/EaxbBRUFKReeXFCtHIJ7qWE1+HmVzNfPKqgA7+pJwPsmPQ1qIi7RGknkXVfOutN6mrNl7bIuyC7D5Z8m3pem+l7vXxJQPgBeqXTZKXDeqWHDFpFfnqDiCR16Sk5Ply5kz2qsBFxV3EZVO0o6UCVtzd1PTyrj2SM/OtZmjwvkYTe0otS0qa2XW0qFx35Atb3ejYx/3Ebef61xDFcxwnw9pVGXqsBYFvl5HYyKoNVJ31zrGXx7VsRay06t5hVZ4sHcVwpkn1S4Z0UG04Zc80d6+tYm0fDe4Oc16qrUYbQEA7zP+nka0YmRHeruvaTTV5wKV+Ph4CggIoEuX1M2/+HbZsmUtHh8SEkLR0dGqiyvwtEI940rFUm+UopjwgGX+RkFTFLbiI04kfb2XafTCHsPaViFnBSrKsuAy0aGqx3ECJ/+n/bzx5LXq1c5iuqNrHfWombmVr3SkynG2Fyt8sWsNeqxdFfpS4/0sbJM2Wz1vvAGXC6tGogL9qXbZSM1RMGsaVtDOieJAtE31uGKvtAKA4sF/V2uWiSqwYtPlx+HOFw8ODqbmzZvTqlWr5H15eXnidps27u1uGWCcGrBn1eGCSNMM9rqUkmlzRIXb61eMDRcBjb04p8BR1hbO0+poKuEEzmmP3WH1ezZvJS+pUdpylESrrf6Y/vWpfvmYAlcCLowqirV8vAV/DtMfy08clnJ5lMnc9oxEFcc0IwCANW7/V4hLk6dMmUIzZsygQ4cO0fDhwyktLU1UAbmT9B+6ci0XyYeLDspNtuylNTzOowNaeOE4qYW5Ldc0Vl2W9G1YVjW8r7VmDa8IXNz6OjHp0lkVOzvf6yEqWRa91IG8EQe1tcpEUpNKJcRUF3dRVv6cfzCgvs2vt/ZzCgDgE4HKgw8+SF988QWNHj2amjRpQrt376alS5daJNgWN6mKZI1GMu3PG086/HyvaUzVJFlZu6duuWjRFt8ae9oZ1yoTZTHtI1XVSGvOdKhp2ftE2bzL3SVpBRnVxzkVOiUjgkVDuUiN3i7egMu+l4zoSHOHtxUjLOb9ah5sqU5K/9AscOEVoQEAfDZQYS+88AKdPn1alB5v2bJFdKd1t6IsGmctH8S8/HaVxlo3UgIvr4Wj9MX9juW5cKfUTaO6iuRJLmdmc59rR0PbVKZJiumX0XfW0/z66Y/dYbHonbPw6IWkQYVouxYLtDYVBPb/PEujhJ/f11gEZ9IaRIFm0z/1zXJSeEFFAAB3wV8gK2x1SS0I9+jgtVLMcdv3lYdMwUnluHBqXTWO/tieX73EQ/O7z9zUTODlqZzX/soPXrrXK3i0SWoxXy4mTNWNduwAdbdSPgYtsRHB5Kql5Xj0wrwlPhQf/tnY8W53OY/IPCg/dTVNdLc9eD6FWmpMGQIA+NyIih5ZSyQtCFe4WAtyQsySErkyRtlmvkR4fq8KPkEoBQX4ibLZ3aN70ILn29mcsnGUMjFVaqIWpRj52T+2F73Zuw59o1js8A4dnbyaG6exaiumuqBoCd4965cVfVJaVYtDfxQAcDuMqLhgRMXal5r37KgWH6Ga/pGaavHKuhIuLV36cn6SJ6/SyxdnKhsTSute7yxe+1JKBn2+7Ai90iO/oRvjvI3hnaurgidlO3V3487Bv21OoofM8iyg8Lw1VwcAPBP+IllRlNYQVkdUAgMsRgPWKxZ9U45kSN7oVdvi65xN6l/CeQtTjWvgmMvJM01H6alvRumoUFVgBUWDCh8A0Bv9nHF0JqCQnU5tjaisO3JZVVXEw+/KXiirDqkb37HeDSwb37nD2Ru3LXrMgPdBhQ8A6A1GVKwoysnY2oiKtIAf446eUi+QOTvPUufapembVceK3CzOVZQJl0UoiAKdWv96Fzpy6RZ1RikyAOgMRlSKcepHacIDTeTSz4UvtC/U9AU3KnNL4IZAxeskxIVTj3pldBMYAwBIMKJiRWHXjmH2/K2PjwzWbFV+OzvX7tfhnJI9o3vS0gMXaO/ZZPp9SxK5SpzieDH1AwAAxQUjKgV0pi3Um2rlS2c/3Vre1vrPNVIjmbYgMeFB9GDLBFWA44oFpLgHi0RasBEAAMDVMKLipPLkz+9rJCe+Whs+b10tjo593MdqENShZjzN3WkqTXbE4FaV5a+d8bjz1/Dh8uVP720o3hepjBoAAMDVEKg4oYU+r7p7f4tKdgU5QTaSX17qWlMVqPCaP/biUuf/3upKpaNCXFY+zCM3AAAAxQlTP1ZojXqUidZeW+b7R9Rr1Si/dHAr+0/uVeLz+5lIXu/lWIJt+RJhuupxAgAAUFQ4q1lxLS3LYt+C59vT1w81EevuKMs6zUc+lCMqoWZt8wuizC/BFAsAAPg6TP1YUSk2XLPd/IAmFcTFXsFmbfMLcu7mbVUVEAAAgC/DiIoV5isYz3yqld1vamaO6Wv7NihX2M9GXqQQAADAVyFQsVPb6vGFCnLqliv8qr7RxtWMAQAAfBUCFTu0rlbSoTc1J9cgbxcluTUaZcAAAODjEKjYMX3zTMfqRZo2csSSER3E9RPtqxb6OQAAALwFkmmtyFIEKp1rl3LoTa0cZ5mIay+uIDo1vl+hvx4AAMCbIFCxIksxKuLoQm3VSkXSL4/fQaWitPuuAAAAgH0QqNiRZ1IYHWs5NgoDAAAAlpCjYgUavAIAALgfAhUrhrSpQrXKRNLL3WsW7ycCAAAAMkz9WBETFkTLR3aydjcAAAAUA4yoAAAAgG4hUAEAAADdQqACAAAAuoVABQAAAHQLgQoAAADoFgIVAAAA0C0EKgAAAKBbCFQAAABAtxCoAAAAgG4hUAEAAADdQqACAAAAuoVABQAAAHQLgQoAAADoFgIVAAAA0K1A8mAGg0Fcp6SkuPtQAAAAwE7SeVs6j3ttoHLr1i1xXalSJXcfCgAAABTiPB4TE2PzMX4Ge8IZncrLy6Pz589TVFQU+fn5kd6jRw6ozpw5Q9HR0e4+HFDAZ6NP+Fz0C5+NPqV40HmGQw8OUsqXL0/+/v7eO6LC31zFihXJk/APj95/gHwVPht9wueiX/hs9CnaQ84zBY2kSJBMCwAAALqFQAUAAAB0C4FKMQkJCaExY8aIa9AXfDb6hM9Fv/DZ6FOIl55nPDqZFgAAALwbRlQAAABAtxCoAAAAgG4hUAEAAADdQqBSROfOnaNHHnmE4uLiKCwsjBo2bEjbt2+X7+cUoNGjR1O5cuXE/d27d6djx46pnuP69es0ePBgUfdeokQJeuKJJyg1NbWoh+bTqlSpIpoAml+ef/55cX9GRobY5s8tMjKS7r33Xrp06ZLqOZKSkqhfv34UHh5OpUuXptdff51ycnLc9B15h9zcXHrvvfeoatWq4vehevXq9OGHH6raaON3xj24+dbLL79MlStXFp9N27Ztadu2bfhcitn69eupf//+ohEa/82aP3++6n5n/X7s3buXOnToQKGhoaJJ3GeffUa6xcm0UDjXr183VK5c2TBs2DDDli1bDCdOnDAsW7bMkJiYKD9m/PjxhpiYGMP8+fMNe/bsMdx1112GqlWrGm7fvi0/pnfv3obGjRsbNm/ebNiwYYOhRo0ahkGDBuFjKYLLly8bLly4IF9WrFjBZ0LDmjVrxP3PPvusoVKlSoZVq1YZtm/fbmjdurWhbdu28tfn5OQYGjRoYOjevbth165dhsWLFxvi4+MNo0aNwudSBB9//LEhLi7OsGjRIsPJkycNf/31lyEyMtLw9ddfy4/B74x7PPDAA4Z69eoZ1q1bZzh27JhhzJgxhujoaMPZs2fxuRQj/lvzzjvvGObOnSv+Zs2bN091vzN+P5KTkw1lypQxDB482LB//37DrFmzDGFhYYYff/zRoEcIVIrgzTffNLRv397q/Xl5eYayZcsaPv/8c3nfzZs3DSEhIeIHgx08eFD8MG7btk1+zJIlSwx+fn6Gc+fOFeXwQGHEiBGG6tWri8+EP4OgoCBxkpQcOnRIfA6bNm2S/1j4+/sbLl68KD/m+++/F3+4MzMz8d4WUr9+/QyPP/64at8999wj/mAy/M64R3p6uiEgIEAEkErNmjUTJ018Lu5hHqjkOemc8t133xliY2NVf8v4fFa7dm2DHmHqpwgWLlxILVq0oPvvv19MDTRt2pSmTJki33/y5Em6ePGiGJpTtgxu1aoVbdq0Sdzmax6a4+eR8ON5eYAtW7YU5fDAKCsri3777Td6/PHHxVDqjh07KDs7W/W51KlThxISElSfC0/jlSlTRn5Mr169xFoaBw4cwHtbSDydsGrVKjp69Ki4vWfPHtq4cSP16dNH3MbvjHvwlCZPy/E0gBJPLfDng89FH0466ZzCj+nYsSMFBwer/r4dOXKEbty4QXqDQKUITpw4Qd9//z3VrFmTli1bRsOHD6eXXnqJZsyYIe7nHyimPNlJt6X7+JqDHKXAwEAqWbKk/BgoGp7jvXnzJg0bNkx+z/kXlH+ZbX0uWp+b8nMFx7311lv00EMPicAwKChIBPecF8Hz6cr3Fr8zxYsXdm3Tpo3IF+KFXjlo4eCeT2gXLlzA56ITF530++Fpf988elFCPazezFHrJ598Im7zH939+/fTDz/8QEOHDnX34YHRzz//LP5j5+Q0cK8///yTfv/9d5o5cybVr1+fdu/eLQIV/mzwO+Nev/76qxh1rFChAgUEBFCzZs1o0KBBYgQSwJ0wolIEnHVdr1491b66deuKahFWtmxZcW1eTcK3pfv4+vLlyxbDsJy1LT0GCu/06dO0cuVKevLJJ+V9/L7ydBCPstj6XLQ+N+XnCo7jyilpVIWn1oYMGUIjR46kcePGqd5b/M4UP67AWrdunagOOXPmDG3dulVMkVarVg2fi06UddLvh6f9fUOgUgTt2rUTc3pKPPfO5X2MSzD5Q+c5eQnnOPA8IQ+zMr7mE6byv5bVq1eL0Rqed4SimTZtmhgG5TJjSfPmzcW0g/Jz4c+RA0zl57Jv3z7VL/yKFStEuZ95cAr2S09PF3PlSvzfO/+8M/zOuF9ERIT4J4xzFXhKe8CAAfhcdKKqk84p/Bgug+ZAVPn3rXbt2hQbG0u64+5sXk+2detWQ2BgoCi55HK+33//3RAeHm747bffVKVkJUqUMCxYsMCwd+9ew4ABAzRLyZo2bSpKnDdu3GioWbMmypOdIDc315CQkCCy2c1xeTLft3r1alGe3KZNG3ExL0/u2bOnYffu3YalS5caSpUqhfLkIho6dKihQoUKcnkyl2By2fcbb7whPwa/M+7BP+NcHcJtFpYvXy7KW1u1amXIysrC51KMbt26JVoi8IVP0RMmTBDbp0+fdtrnwJVCXJ48ZMgQUZ48e/Zsce5CebKX+r//+z9xQuPysDp16hgmT56sup/Lyd577z3xQ8GP6datm+HIkSOqx1y7dk38EHE/CS5/feyxx8QPKxQN97ThX3Tz95vxL/Vzzz0nSvT4F/Tuu+8W/VaUTp06ZejTp4/oL8An01dffdWQnZ2Nj6UIUlJSRKk4B4mhoaGGatWqifJXZZkkfmfc448//hCfR3BwsCiBff7558UJDZ9L8eJeT/x3y/wydOhQp/5+cA8Wbq/Bz8H/PHAApFdYPRkAAAB0CzkqAAAAoFsIVAAAAEC3EKgAAACAbiFQAQAAAN1CoAIAAAC6hUAFAAAAdAuBCgAAAOgWAhUAAADQLQQqAD7Gz8+P5s+fT3rWuXNnsapycXjvvffo6aefdvnr8Krq/fv3d/nrAHgbdKYF8ALDhg2jGTNmiO3AwEAqWbIkNWrUiAYNGiTuUy4EePHiRbHwWEhICOkVr/TKC0dGRUW59HX4vahVq5ZYgFJaTNRVeMVuXlRu9uzZ1KFDB5e+FoA3wYgKgJfo3bs3XbhwgU6dOkVLliyhLl260IgRI+jOO+8Uy7xLePVVdwYpfMIuCAdarg5S2E8//URt27Z1eZDCgoOD6eGHH6ZvvvnG5a8F4E0QqAB4CQ4+OAipUKECNWvWjN5++21asGCBCFqmT5+uOfXDQcMLL7xA5cqVo9DQUHHCHjdunOqx33//PfXp04fCwsKoWrVq9Pfff6te98yZM/TAAw9QiRIlRIAxYMAAESxJeERn4MCB9PHHH1P58uXFUvLsu+++o5o1a4rXLVOmDN13331Wp35u3LhBjz76qBgJCg8PF8dz7Ngx+X7+/vj1ly1bRnXr1qXIyEg5cLOFRzfMp2P4tV966SV64403xPfD7+n777+vegy/Lz/++KMIAvl4+DU3bdpEiYmJ4usjIiJEAHT8+HHV1/FrLVy4kG7fvm3zuADABIEKgBfr2rUrNW7cmObOnat5P/93zyfOP//8k44cOUK///47ValSxSKH495776U9e/bQ4MGD6aGHHqJDhw6J+7Kzs6lXr15i9GPDhg3077//ykGCcuRk1apV4vlXrFhBixYtou3bt4tg4IMPPhD7ly5dSh07drT6fXCww1/Dx8oBgcFgoL59+4rXl6Snp9MXX3xBv/76K61fv56SkpLotddeszm9dPDgQWrRooXFfTyNxsHGli1b6LPPPhPHyceu9OGHH4rgaffu3VSnTh0xWvLMM8/QqFGjxLHyMXIQqMSvxaNb/LwAYCd3L98MAEXHS8APGDBA874HH3zQULduXfk2/9rPmzdPbL/44ouGrl27iqXjtfBjn332WdW+Vq1aGYYPHy62f/31V0Pt2rVVX5+ZmWkICwszLFu2TD42XpKe90vmzJkjlp9PSUnRfN1OnToZRowYIbaPHj0qjuPff/+V77969ap4jT///FPcnjZtmnhMYmKi/JhJkyaJ17Vm165d4muSkpIsXrt9+/aqfS1btjS8+eabqvfl3XfflW9v2rRJ7Pv555/lfbNmzTKEhoZavG5sbKxh+vTpVo8LANQwogLg5fi8ylMV1kYqeESAp2N4hGP58uUWj2nTpo3FbWlEhUdZeLqDR1R4JIUvPF2SkZGhmvZo2LChyNGQ9OjRQ0wz8VTSkCFDxEgOj4ho4dfiBOFWrVrJ++Li4sQxS8fBeAqmevXq8m2ezrp8+bLV90WafuGpJ3OciKyk9VzKx/DUlfR9Kvfx+5CSkqL6Op5Cs/a9AoAlBCoAXo5P5lxtooVzWU6ePCmmMfjEzbkmylyRgqSmplLz5s1FsKO8HD16VEyFSHgaRYkDm507d9KsWbNEEDB69GgxRXXz5s1Cf59cJaTEwVn+4Ie2+Ph4Of/FnufKy8uz+hgpENTaZ/51POVUqlQpu74nAECgAuDVVq9eLUpvOcfEmujoaHrwwQdpypQp9Mcff9CcOXPEyVSyefNm1eP5NiePSoEOJ7WWLl2aatSoobrExMTYPDYeJenevbvIAdm7d69IwOXjNcevZZ7Xce3aNZHbUq9ePSosHn3h753zVIoLjzLxKEvTpk2L7TUBPB1GVAC8RGZmpugLcu7cOTFa8cknn4gKHK5M4aRPLRMmTBCjGocPHxajIH/99ZeocuEKGgnvmzp1qrh/zJgxtHXrVjlJlJNreWSCX4eTaXl0Zu3atWIa6ezZs1aPlRNqOZGXR19Onz5Nv/zyixh5kCqClLgyiJ//qaeeoo0bN4rppkceeURUN/H+wuLeMhwo8XMWF36PeLpLOUUFALYhUAHwElw5w9MoXLXDVTdr1qwRwQCXKAcEBGh+DU/B8IgGV6O0bNlSjGosXrxY1SBu7NixooyXczI4oODARhrJ4LwQrrBJSEige+65R4x+PPHEE2LUgEcrrOFAiCuRuCqJv4a7tvLz1q9fX/Px06ZNE1NMHHRxjgxP6fBxmk/ROOrJJ58U35v59Iyr8PfIARcA2A+daQHA+h8IPz+aN2+e6IPijTjg4STdkSNHii6+rnTgwAERmPHIVEHTYgBgghEVAPDpQGzy5Mmqzr2uws3neEQKQQqAYzCiAgA+O6ICAPoX6O4DAAD9slXeCwBQHDD1AwAAALqFQAUAAAB0C4EKAAAA6BYCFQAAANAtBCoAAACgWwhUAAAAQLcQqAAAAIBuIVABAAAA3UKgAgAAAKRX/w/JBnU1EJOcmQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 20/95: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57469.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 21/95: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV.fits.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV.fits.fits\n", + " Data already 1D: (23601,)\n", + " Saved to ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 22/95: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 23/95: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Error reading spectrum with wcs1d-fits: spec_axis does not have unit: []\n", + " Attempting manual spectrum creation...\n", + " Successfully created spectrum manually\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [__main__]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [specutils.spectra.spectrum]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 24/95: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits\n", + " Data already 1D: (23001,)\n", + " Saved to ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Error reading spectrum with wcs1d-fits: spec_axis does not have unit: []\n", + " Attempting manual spectrum creation...\n", + " Successfully created spectrum manually\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [__main__]\n", + "WARNING: AstropyDeprecationWarning: The Spectrum1D class is deprecated and may be removed in a future version.\n", + " Use Spectrum instead. [specutils.spectra.spectrum]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 25/95: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV.fits\n", + " Data already 1D: (22001,)\n", + " Saved to ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 26/95: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II.fits\n", + "============================================================\n", + "\n", + "Processing file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II.fits\n", + " Data already 1D: (12854,)\n", + " Saved to SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SIMPLE.fits\n", + " Saved smoothed spectrum: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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Hs/7QoUNSokQJT5QRAADAN4LQ66+/LlOmTJHWrVubaTUaNGhg1i9YsMDRZAYAAOCXc41pADp+/Li5dLXO32XXp08fKVSokLvLZznnLqRIcAGm2AAAwGevI5QvXz6XEKSqVKkipUuXdle5LKvhy8tk3/Ez3i4GAACWwAUVfVDrN1Z5uwgAAFgCQQgAAFgWQQgAAFgWQQgAAFhWjkeNqfXr15tpNo4ePSqpqakuz02YMMFdZQMAAPCtIPTqq6/KsGHDpGbNmlKmTBkJCAhwPOd8HwAAwO+C0Ntvvy0ff/yx9OzZ0zMlAgAA8NU+QoGBgXLTTTd5pjQAAAC+HIQGDBggkyZN8kxpAAAAfLlpbNCgQdKpUyepVq2a1KlTRwoUKODy/Ny5c91ZPgAAAN8JQs8++6wZMXbrrbea2ebpIA0AACwThD755BOZM2eOqRUCAACwVB+h4sWLm2YxAAAAywWhkSNHyogRI+Ts2bOeKREAAICvNo298847smfPHnMxxSpVqqTrLL1p0yZ3lg8AAMB3glCXLl08UxIAAABfD0LaLAYAAGDZSVfVxo0bZceOHeb+ddddJw0bNnRnuQAAAHwvCOmM8w888ICsWrVKihUrZtYlJCSY6wrNnj1bSpUq5YlyAgAAeH/U2DPPPCOnTp2S7du3y4kTJ8yybds2SUpKMhdbBAAA8NsaocWLF8vy5culdu3ajnU61YbOP9auXTt3lw8AAMB3aoRSU1PTDZlXuk6fAwAA8NsgdNttt0m/fv3k0KFDjnUHDx40s9K3adPG3eUDAADwnSA0ceJE0x9IL6aoU23oUrVqVbPu3Xff9UwpAQAAfKGPUMWKFc3Vo7Wf0M6dO8067S8UGRnpifIBAAD4RhC6ePGihISESExMjLRt29YsAAAAlmga0w7RlSpVkpSUFM+VCAAAwFf7CL344osydOhQc/0gAAAAS/UR0s7SsbGxUr58ealcubIULlzY5XlmnwcAAH4bhDp37iwBAQGeKQ0AAIAvB6GRI0d6piRwcTElVQrky3HLJQAAyIEcf9NGRETIX3/9lW69Tryqz8E9zl2kQzoAAD4XhPbt25fhqLHk5GQ5cOCAu8oFAADgO01jCxYscNxfsmSJhIWFOR5rMFqxYoW5wjTcg15YAAD4UBDq0qWLudWO0j169Eh3fSGdcmP8+PHuL6FFHU48L0WD009uCwAAvNA0pjPL66IXVDx69KjjsS7aLLZr1y75z3/+48aiWduY73Z4uwgAAPi9HI8a27t3b4YdpYsVK+auMkH7XF2iszQAAD7XWfr111+XL774wvH4vvvuk+LFi0uFChVky5Yt7i6fZQVyrSYAAHwvCE2ePNnMQK+WLVtmZqFfvHixdOzYUZ5//nlPlNGSfj2Q6O0iAADg93LcNBYfH+8IQt9++63cf//90q5dO9NZulmzZp4ooyWdSr7k7SIAAOD3clwjFB4eLvv37zf3tSYoMjLS3LfZbMxK72ZVhnwnMfsT3P22AADgSoPQ3XffLd26dZO2bduaK0xrk5javHmzVK9ePadvh8voMmkNxwgAAF9pGnvzzTdNM5jWCo0bN06KFCli1h8+fFieeuopT5QRAADAN4KQXjxx0KBB6dYPGDDAXWUCAADwzSDkPNWGM73idHBwsGkeY6oNAADgl0FIp9rQ0KOdo53Z1+lty5YtZf78+aZjNa7e3uNnpGrJwhxKAAC83Vlarx3UtGlTc5uYmGgWva9D53U4/Q8//GA6UWfUfIYr8/j09Rw6AAB8oUaoX79+MnXqVGnRooVjXZs2bUyzWJ8+fWT79u3y1ltvyWOPPebuslrWH8fPeLsIAAD4pRzXCO3Zs0dCQ0PTrdd1f/zxh7lfo0YNOX78uHjCpEmTzKg1DV5aC7Vu3bost//qq6+kVq1aZvt69erJwoULJS/aeiBBUlNt6ZokAQBALgahxo0bm6k0jh075lin9wcPHmyazNTu3bsdV592J53jbODAgTJixAjZtGmTNGjQQNq3by9Hjx7NcPuff/5ZHnzwQXn88cfNdY60f5Mu27Ztk7zmzolrJGLoQuk5bb0s3R4vq3Zl/JkBAED2BdhyWMWwa9cu6dy5s5mF3h529JpCERER8s0338i1115rOkqfOnVKHnnkEXEnrQHSsDVx4kTzODU11ZThmWeekSFDhqTbvmvXrnLmzBnTd8nuxhtvlOuvv97MmZYdSUlJEhYWZvpCZVQTdqWOJp2XuBNn5d7J0Vf8HmPvriehwQWkY92ycvZiigTlD5Rd8aekSsnCUiTo8q2e9s7t7nC597pwKVVOnb8oJYoEuWV/AAC44/s7x32EatasKb/99pssXbpUfv/9d8c6vdJ0YODfFUxa6+JuFy5ckI0bN0pUVJRjne5Pp/iIjs44TOh6rUFypjVIGtQyk5ycbBbnA+kJz8zaLGv3nriq94ia+6vkZcULF5QTZy44Ht9QpbjE/xMQMxJcIFBqlwuVcmHBEiABsvS3eLmYYpPKJQpJYECAVClRSAoF5ReNYxrKAgNEFm+Ll+RLqS77urlGSXN7NClZqpQsJKeTL5n7EaUKS0qqSKrNJvn1xf84mHBOEs5elLoVQk2gO3MhxQRQDXbhhQpKvsAA8xqlNzZxvv8vfceC+QP/XvfPdmn/DNHPkV06/UrJIgWlXFiI6Mt00ffT99DyLNoWLwXzBcpttUqb5wK1nKkaWLUsAXIpNdXcavntZXbm/F72W/s+nLcxny3A6TVp6pl1Hyol1Zb+uX9Gm+rrnD+6/XHa42Mvu/5LSfn3/Zy313LqZ9L92W+1/PbPYP889vez78P5s9j3o8clNVUcP2Pn7TM7Fo7HmRxT122yfl4VzB/gcpyUlt/+/lo+57LoMdF1zp/FnIsZPO/82Plno589o59XRjI7Hs77TbtP522yeuxcHvvvmH2bjMrs/DuV9nxyXne5P//Tnhe6H/s5Zv8c9nUZvSazfaV93vkY2X+eac9N59+ptMfB+edqf7+M9uVONqfy2H/f7GVLW46sfj+cf8/0XHv4xsrS8p//m3NbjoOQPYB06NDBLLlF+xylpKRImTJlXNbr4507d2Y6QWxG2+v6zIwdO1ZGjRolnqY/eKtzDkFq3b6sg+H5i6myOS5BNqdZ/+dfZx2XGcjOvn7c/W//tV1HTjnu7z56Osv9ayDyNVqmLQcSM33+QkqqLN6e+fkOAL7glmtLeW3fVxSEVqxYYRbtm6PNU84+/vhjycu0xsm5FklrhDzR3+n1e+tLm/GrJa8pGpzf1MC0rV3W1Nys3fuXHDiZcUD4O+3rXwx/P9ZrIdnDSuPK4dKkSrh8+ONeuSY8RBpWLCb1rikmhxLOyae//Ck9b6oihQrkN++/8c+TcmNECfN+ra4tZd7z/KVU2XYwUb7delhG3lFHvt91TGqXLWpqi2z/7FP/gtayHTuVLInnLkqxQgXM4//ULyd/nbkg5y+mSKXihWTPsdNm+2qlikjBfH//KaO1J3ZaG6SfW2uDdhw+ZWqL6l4TZv7EOZV8SQoXzG9qn+x/BjnddfyVpPQvp4spWgvzd02I2Y/Txs5/8V+ObnvuYqoUyBdgapnUpRSb5M+nNQd/v68etzKhwVIhPOSfvxz1L/wAx/18+f5+XUpKqlnv/Me4FkMf/10r8O976nGy/1wlg+31Sa11sh++tDViju3+uf93DZXWePz7F7fLOeS0rTN93d+1NP+Wx75N+los11onfWz/zM77cP6TPqOaGt3cXn6b4y/j9FUYGVVqZFTT4XrEM95Oy68/A3NM//kZpT1u5lxyOnH0mNi3NZ8/zZubZmx7bZxTs7Z9vf33Ne3nvVxdpdnmn7LYj4/z/wEZnWOub5BBDZrTU84/Z/uxt9dwOr+F+Zn8UwbX432Zg32ZcjiOwz+v+7d21XWbtOdR2r3Yj7u9jPbXOM5hp7I7v5/jc6d/Q5efddrfOefXZ6e+2eb8uoyOS5rrCP5dO/nvNi5lT/M+Lr/PaT6Tfh/kmSCktSWjR4+WJk2aSLly5dzWx+RySpYsKfny5ZMjR464rNfHZcuWzfA1uj4n26ugoCCzeJp+6e56pYPUHLY4x6+9v8k18vo99eVQ4nn5Pf6UFMgXaL4M9XutUaVw0xQ0bc0+iaxdWmqUKZru9c1eXS5HkpKlbGiw/PjCrfJT7HFpUjlcigYXuOrPdSb5ksxaFyftrysrFYsXuuz2UR1rp1v30n/qOD2qkeXrJ3b7+7bnTVVzXlg/90jzKt4uAgD4X2dpDT862aq7O0Jnt7P0DTfcIO+++655rLVRlSpVkqeffjrTztJnz56V//3vf451ev2j+vXre72ztF2VId9le9tnb6suT99Ww1EDcKVij56Sid/HyjNtaphABgCAv/FYZ2nttOx8McXcpE1WPXr0MLVRGoj0wo06KuzRRx81z3fv3l0qVKhg+vnYL/7YqlUrGT9+vHTq1Elmz54tGzZsMBeEzGt6tqgiA9vVdMt7VS9dVN56oKFb3gsAgLwsx1ULvXr1ks8//1y8QWt43njjDRk+fLgZAh8TEyOLFy92dIiOi4uTw4cPO7bXwKZl1eCj1xz6+uuvzYixunXrSl7jPIoJAAB4qWlMa1lmzJhhmpd0KVDAtV/JhAkTxJ/4StPYOw82lDsblHf7/gEA8EceaxrbunWrqY1RefEKzXnRy13qyh31y3m7GAAA+J0cB6GVK1d6piTI0KB218ojN1bm6AAA4AFXN/zoH9q6tmjRIrn33nvd8XZw0rVpJY4HAAC+GIR0vrGXXnrJDGG/66675Pz58+4rGYxSRZmbCwAAn2ka03m4dPTVRx99JD/99JOZ9kJHcukM757oTAwAAOD1GiGd8PSpp54yV2XW6/foxKo667zOO6YTmRKCAACA39YI6VWdn3nmGfnll1/MbPMAAACWCUJt2rQxzWE60apOr6G1QLk1zxgAAIBXm8aWLFki27dvN7VBTz75pJlzTC+uqAhEAADA70eNVaxY0UxvoaPFZs6cKceOHZP8+fNL586dZejQobJp0ybPlRQAAMBXhs+3bdvWzON16NAh03dIryPUtGlT95bO4hpXDvd2EQAA8GtXfUHF8PBwE4Q2b94s69evd0+pYHzcg2AJAIDXg5DO6p4djRo1MrcHDx68ulJBerWsKmGFXCe0BQAAXghC2uT1xBNPZFnjo7O7fvDBB1K3bl2ZM2eOO8sIAADgveHzv/32m4wZM8b0CwoODpbGjRtL+fLlzf2TJ0+a53VEmdYIjRs3Tm6//XbPlBYAACC3a4RKlCghEyZMkMOHD8vEiROlRo0acvz4cdm9e7d5/qGHHjJXno6OjiYEAQAA/5xrLCQkxMwwzyzzAADAH1z1qDEAAIC8iiAEAAAsiyAEAAAsiyDko7o0rODtIgAA4PeyHYR0jjEdGYbcUbdCGIcaAABfCUIHDhyQjh07yjXXXGNmn9e5xS5cuODZ0gEAAPhCEPr4448lPj5eZs2aJUWLFpX+/ftLyZIl5Z577pEZM2bIiRMnPFlOSxl5Rx1vFwEAAEvIUR+hwMBAufnmm83Vo3ft2iVr166VZs2ayZQpU8yVpm+55RZ54403mGvsKj3SvMrVvgUAAPB0Z+natWvL4MGDZc2aNbJ//37p0aOH/Pjjj6bWCFcuX2AAhw8AAF+7snRWSpUqJY8//rhZAAAA8gKGzwMAAMsiCAEAAMsiCAEAAMsiCAEAAMvKcWfpBQsWZLg+ICBAgoODpXr16lK1alV3lA0AAMC3glCXLl1M6LHZbC7r7ev0tmXLljJ//nwJDw93Z1kBAAC82zS2bNkyadq0qblNTEw0i97XCyt+++238sMPP8hff/0lgwYNcm9JAQAAvF0j1K9fP5k6daq0aNHCsa5NmzamWaxPnz6yfft2eeutt+Sxxx5zd1kBAAC8WyO0Z88eCQ0NTbde1/3xxx/mfo0aNeT48ePuKSEAAICvBKHGjRvL888/L8eOHXOs0/s61YY2mandu3dLxYoV3VtSAAAAbzeNffjhh6bD9DXXXOMIOzrPWEREhHzzzTfm8enTp2XYsGHuLisAAIB3g1CtWrXkt99+k6VLl8rvv/9u1tWsWVPatm1rZqdXGpQAAAD8KghdvHhRQkJCJCYmRjp06GAWAAAAS/QRKlCggFSqVElSUlI8VyIAAABf7Sz94osvytChQ+XEiROeKREAAICv9hGaOHGixMbGSvny5aVy5cpSuHBhl+c3bdrkzvIBAAD41hQbAAAAlgxCI0aM8ExJAAAAfL2PkEpISDDXE4qKinL0FdImsYMHD7q7fAAAAL5TI7R161aJjIyUsLAw2bdvn/Tu3VuKFy8uc+fOlbi4OJkxY4ZnSgoAAODtGqGBAwdKz549zTQaOtGq3e23325mngcAAPDbILR+/Xp54okn0q2vUKGCxMfHu6tcAAAAvheEgoKCJCkpKd16nW6jVKlS7ioXAACA7wWhO++8U0aPHm2m21ABAQGmb9ALL7wg99xzjyfKCAAA4BtBaPz48WZ2+dKlS8u5c+ekVatWUr16dSlatKiMGTPGM6UEAADwhVFjOlps2bJlsmbNGtmyZYsJRY0aNTIjyQAAAPw6CNnddNNNZgEAAPDrprHZs2dn+w33799vaosAAAD8Igi9//77Urt2bRk3bpzs2LEj3fOJiYmycOFC6datm2km++uvvzxRVgAAgNxvGlu9erUsWLBA3n33XTOths44X6ZMGXNBxZMnT5rrB5UsWdJcaHHbtm3mOQAAAL/pI6TD5nU5fvy4/PTTT/Lnn3+aUWMagBo2bGiWwMArmroMAAAgb3SW1uDTpUsXz5QGAAAgF1GFAwAALCvPBKETJ07IQw89JKGhoVKsWDF5/PHHzTWMstK6dWtz5WvnpW/fvrlWZgAA4KfXEcptGoIOHz5sLuao03s8+uij0qdPH/n888+zfF3v3r3NlCB2hQoVyoXSAgCAvCBPBCEdsr948WIz832TJk3MOh3Bdvvtt8sbb7wh5cuXz/S1GnzKli0reUWFYiHeLgIAAJaR46ax8+fPZ/qc1th4QnR0tGkOs4cgpVN66Ci1tWvXZvnazz77zHTwrlu3rhn6f/bs2Sy3T05OlqSkJJclNy189uZc3R8AAFaW4yCkF0yMiYlJt37OnDlSv3598QS9TpFO8uosf/78Urx4cfNcZvQCj59++qmsXLnShKCZM2fKww8/nOW+xo4da+ZTsy8VK1aU3BRWqECu7g8AACvLcRDSDsg33nijvP766+bxmTNnzIUUH3nkERk6dGiO3mvIkCHpOjOnXXbu3ClXSvsQtW/fXurVq2f6GM2YMUPmzZsne/bsyfQ1Gpj0Stn2RacMAQAA/inHfYTee+896dSpk/Tq1Uu+/fZb0xxWpEgRWbdunWl+yonnnnvOhKisREREmD4+R48edVl/6dIlM5IsJ/1/mjVrZm5jY2OlWrVqGW4TFBRkFgAA4P+uqLN0x44d5e677zZzkGkT1f/+978chyBVqlQps1xO8+bNJSEhQTZu3CiNGzc2677//ntJTU11hJvssDfplStXLsdlBQAA/ifHTWParKTBRGuDlixZIoMHDzZTb+itDmv3BJ3wtUOHDmYovNY86ez2Tz/9tDzwwAOOEWMHDx6UWrVqmeft5Xz55ZdNeNq3b5+ZK6179+5yyy23eKwvEwAA8PMgdP3110vVqlVly5Yt0rZtW3nllVdMZ+S5c+fKDTfc4JlS/jP6S4NOmzZtzLD5li1bytSpUx3PawjbtWuXY1RYwYIFZfny5dKuXTvzOm2Gu+eee0ztFQAAwBX3EdKO0c5atGghmzdvlv79+3vsqOoIsawunlilShWx2WyOxzraa/Xq1R4rDwAAsGCNUNoQZFe0aFH56KOP3FEmAAAA36wR0iHomdHh7pkFJQAAgDwfhPr16+fyWPvmaL8c7ZOj01kQhAAAgN82jZ08edJl0RngtZOydl6eNWuWZ0oJAADgC0EoIzVq1JDXXnstXW0RAACA3wchpRdWPHTokLveDgAAwPf6COmFCZ3pkHWdZmPixIly0003ubNsAAAAvhWEunTpkm6kmE6Tcdttt8n48ePdWTYAAADfCkI6vxcAAIA/cFsfIQAAAL+sERo4cGC233DChAlXUx4AAADfCkI6j1h2aH8hAAAAvwpCOrs8AACAZfsI/fHHHy6zuwMAAFgmCOnVo48dO+Z43LVrVzly5IinygUAAOA7QShtbdDChQvlzJkznigTAABArmD4PAAAsKxsByEdEZZ2VBijxAAAgCWuLK1NYz179pSgoCDz+Pz589K3b18pXLiwy3Zz5851fykBAAC8GYR69Ojh8vjhhx/2RHkAAAB8LwhNmzbNsyUBAADIZXSWBgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlkUQAgAAlpVngtCYMWOkRYsWUqhQISlWrFi2XmOz2WT48OFSrlw5CQkJkcjISNm9e7fHywoAAPKGPBOELly4IPfdd588+eST2X7NuHHj5J133pHJkyfL2rVrpXDhwtK+fXs5f/68R8sKAADyhjwThEaNGiUDBgyQevXqZbs26K233pJhw4ZJ586dpX79+jJjxgw5dOiQzJ8/X3xFVMda3i4CAACWlWeCUE7t3btX4uPjTXOYXVhYmDRr1kyio6PFV/S+OcLbRQAAwLLyi5/SEKTKlCnjsl4f25/LSHJyslnskpKSPFhKAABg2RqhIUOGSEBAQJbLzp07c7VMY8eONTVH9qVixYq5un8AAGCRGqHnnntOevbsmeU2ERFX1nRUtmxZc3vkyBEzasxOH19//fWZvi4qKkoGDhzoUiNEGAIAwD95NQiVKlXKLJ5QtWpVE4ZWrFjhCD4aanT0WFYjz4KCgsySWwICcm1XAAAgr3aWjouLk5iYGHObkpJi7uty+vRpxza1atWSefPmmfvarNa/f3955ZVXZMGCBfLrr79K9+7dpXz58tKlSxcvfhIAAOAr8kxnab0w4ieffOJ43LBhQ3O7cuVKad26tbm/a9cuSUxMdGwzePBgOXPmjPTp00cSEhKkZcuWsnjxYgkODvbCJwAAAL4mwKYX3EGmtDlNO01rwAoNDXX7kdLDXzVqoePxvtc68dMAACCXvr/zTNMYAACAuxGEAACAZRGEAACAZRGEAACAZRGEAACAZRGEAACAZRGEvEwv/AgAALyDIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIORDQoPze7sIAABYCkHIB3RtUtHczu7T3NtFAQDAUgJsNpvN24XwZUlJSRIWFiaJiYkSGhrq7eIAAAA3fn9TIwQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACyLIAQAACwrv7cL4OtsNpu5TUpK8nZRAABANtm/t+3f45khCF3GqVOnzG3FihWze+wBAIAPfY+HhYVl+nyA7XJRyeJSU1Pl0KFDUrRoUQkICPBIYtWQtX//fgkNDXX7+1sdx5fjm1dx7nJ887IkH/hu03ijIah8+fISGJh5TyBqhC5DD94111wjnqYnCkGI45tXcf5ybPMqzl3/Pr5Z1QTZ0VkaAABYFkEIAABYFkHIy4KCgmTEiBHmFhzfvIbzl2ObV3Hucnzt6CwNAAAsixohAABgWQQhAABgWQQhAABgWQQhD3j//felfv36jusnNG/eXBYtWuR4/vz58/Lf//5XSpQoIUWKFJF77rlHjhw54vIecXFx0qlTJylUqJCULl1ann/+ebl06ZIniut3x7d169bm4pfOS9++fV3eg+ObPa+99po5fv3793es4/z17PHl/L1yI0eOTPe7X6tWLcfznLuePb6t8+j/vVxQ0QP0Aoz6H1yNGjXMlS0/+eQT6dy5s2zevFmuu+46GTBggHz33Xfy1VdfmYs9Pf3003L33XfLmjVrzOtTUlLMiVK2bFn5+eef5fDhw9K9e3cpUKCAvPrqq2J1lzu+qnfv3jJ69GjHa/SXzo7jmz3r16+XKVOmmNDpjPPXs8dXcf5eOf0/YPny5Y7H+fP/+zXHuevZ45tnz12dYgOeFx4ebvvwww9tCQkJtgIFCti++uorx3M7duzQaU5s0dHR5vHChQttgYGBtvj4eMc277//vi00NNSWnJzMjyuL46tatWpl69evX6bHieN7eadOnbLVqFHDtmzZMpfjyfnr2eOrOH+v3IgRI2wNGjTI8DnOXc8e37x87tI05mGagGfPni1nzpwxTTgbN26UixcvSmRkpGMbrVqsVKmSREdHm8d6W69ePSlTpoxjm/bt25u5W7Zv3+7pIufp42v32WefScmSJaVu3boSFRUlZ8+edTzH8b08bbrVv9ycz1PF+evZ42vH+Xvldu/ebeaWioiIkIceesg0xSjOXc8e37x87tI05iG//vqr+WLWNmntBzRv3jypU6eOxMTESMGCBaVYsWIu2+uJER8fb+7rrfOJYn/e/hwyP76qW7duUrlyZfPLunXrVnnhhRdk165dMnfuXI5vNmiw3LRpk2m6SUvPP85fzx1fzt+r06xZM5k+fbrUrFnTNLuMGjVKbr75Ztm2bRvnroePb9GiRfPs/70EIQ/RE0VDT2Jionz99dfSo0cPWb16tad2ZzmZHV8NQ3369HFsp399lCtXTtq0aSN79uyRatWqebXcvk5niu7Xr58sW7ZMgoODvV0cSx5fzt8r17FjR8d97XulX9z6xfzll19KSEjIVbwzLnd8H3/88Tx77tI05iH6V3P16tWlcePGMnbsWGnQoIG8/fbbppPYhQsXJCEhwWV7HTWmzym9TTuKzP7Yvo3VZXZ8M6K/rCo2Ntbccnwzp80HR48elUaNGplOkLpowHznnXfMff3rjfPXc8dXm3o5f91Ha96vvfZa87vP/72ePb55+f9eglAuSU1NleTkZPPFrT3kV6xY4XhOqw61ndXex0VvtelH/8O0078gdai4vfkHGR/fjGjNkdK/Tji+WdO/3vTc02NmX5o0aWL6Atjvc/567vjmy5eP89eNTp8+bWoj9Hef/3s9e3zz9P+9Xuum7ceGDBliW716tW3v3r22rVu3mscBAQG2pUuXmuf79u1rq1Spku3777+3bdiwwda8eXOz2F26dMlWt25dW7t27WwxMTG2xYsX20qVKmWLiory4qfKG8c3NjbWNnr0aHNc9flvvvnGFhERYbvlllscr+f45kzakSCcv547vpy/V+e5556zrVq1yvzur1mzxhYZGWkrWbKk7ejRo+Z5zl3PHd/YPPx/L0HIAx577DFb5cqVbQULFjQ/5DZt2jhCkDp37pztqaeeMkO+CxUqZLvrrrtshw8fdnmPffv22Tp27GgLCQkxJ5qegBcvXvREcf3q+MbFxZlfvOLFi9uCgoJs1atXtz3//PO2xMREl/fg+F55EOL89dzx5fy9Ol27drWVK1fO/N9QoUIF81i/oO04dz13fOPy8P+9zD4PAAAsiz5CAADAsghCAADAsghCAADAsghCAADAsghCAADAsghCAADAsghCAADAsghCAADAsghCANwuICBA5s+f79NHtnXr1tK/f/9c2ddLL73kMjO3p0yePFnuuOMOj+8H8CdcWRpAtvTs2VM++eQTc19nSi9evLjUr19fHnzwQfNcYOC/f1fFx8dLeHi4BAUF+ezRPXHihJlAtmjRoh7djx4LnaFbJ5usXLmyR/d14cIFqVq1qsyePVtuvvlmj+4L8BfUCAHItg4dOsjhw4dl3759smjRIrn11lulX79+8p///EcuXbrk2K5s2bJeDUEaCC5Hg5ynQ5D68MMPpUWLFh4PQapgwYLSrVs3eeeddzy+L8BfEIQAZJuGGw05FSpUkEaNGsnQoUPlm2++MaFo+vTpGTaNaSh5+umnpVy5chIcHGwCwdixY122ff/996Vjx44SEhIiERER8vXXX7vsd//+/XL//fdLsWLFTIDp3LmzCWN2WiPVpUsXGTNmjJQvX15q1qxp1r/33ntSo0YNs98yZcrIvffem2nT2MmTJ6V79+6mJqtQoUKmPLt373Y8r59P979kyRKpXbu2FClSxBEMs6K1M2mbq3Tfzz77rAwePNh8Hj2mI0eOdNlGj8uUKVNMyNTy6D6jo6MlNjbWvL5w4cImYO3Zs8fldbqvBQsWyLlz57IsF4C/EYQAXJXbbrtNGjRoIHPnzs3wea2d0C/mL7/8Unbt2iWfffaZVKlSJV0fmnvuuUe2bNkiDz30kDzwwAOyY8cO89zFixelffv2pvbmxx9/lDVr1jhCiHPNz4oVK8z7L1u2TL799lvZsGGDCRujR4826xcvXiy33HJLpp9Dw5S+RsuqgcNms8ntt99u9m939uxZeeONN2TmzJnyww8/SFxcnAwaNCjL5rfffvtNmjRpku45bWbUMLN27VoZN26cKaeW3dnLL79swllMTIzUqlXL1PY88cQTEhUVZcqqZdSQ6Uz3pbVz+r4AssF7E98DyEt69Ohh69y5c4bPde3a1Va7dm3HY/2vZd68eeb+M888Y7vttttsqampGb5Wt+3bt6/LumbNmtmefPJJc3/mzJm2mjVrurw+OTnZFhISYluyZImjbGXKlDHr7ebMmWMLDQ21JSUlZbjfVq1a2fr162fu//7776Yca9ascTx//Phxs48vv/zSPJ42bZrZJjY21rHNpEmTzH4zs3nzZvOauLi4dPtu2bKly7qmTZvaXnjhBZfjMmzYMMfj6Ohos+6jjz5yrJs1a5YtODg43X7Dw8Nt06dPz7RcAP5FjRCAq6bf29qUk1lNi9ZoaHOV1tAsXbo03TbNmzdP99heI6S1RNocpDVCWhOkizYnnT9/3qVZqF69eqaPjF3btm1NM5w2tT3yyCOmJkprdDKi+9IO4M2aNXOsK1GihCmzvRxKm6iqVavmeKzNfUePHs30uNibp7RpLi3taO4so/dy3kab9uyf03mdHoekpCSX12kTY2afFYArghCAq6ZhQUcrZUT7Eu3du9c082gw0L4+zn11Luf06dPSuHFjE6acl99//900FdlpM5MzDU6bNm2SWbNmmZAxfPhw04SXkJBwxZ9TR5k50/D3d+VNxkqWLOnof5Sd90pNTc10G3vQzGhd2tdpk1ypUqWy9ZkAqyMIAbgq33//vRkarn18MhMaGipdu3aVDz74QL744guZM2eO+bK2++WXX1y218faOdgepLTTcunSpaV69eouS1hYWJZl01qeyMhI0wdn69atpoO1ljct3VfafjV//fWX6VtUp04duVJae6SfXfsJ5RatJdNaooYNG+baPoG8jCAEINuSk5PNdXEOHjxoalteffVVM4JLRzZpp96MTJgwwdTK7Ny509TifPXVV2aUlI7AstN1H3/8sXl+xIgRsm7dOkcnYO08rTUruh/tLK21S6tWrTLNbAcOHMi0rNphWjtqa+3Rn3/+KTNmzDA1J/YRZc50ZJm+f+/eveWnn34yzXEPP/ywGR2n66+UXltJg5i+Z27RY6TNgc5NeAAyRxACkG068kqbmXTUl47aWrlypQkbOoQ+X758Gb5Gm6i0RkZHMzVt2tTUyixcuNDlAoyjRo0yw8y1T4wGFg1O9poY7ZejI7QqVaokd999t6m9efzxx02th9a2ZEaDlo5k01Ft+hq96rK+73XXXZfh9tOmTTNNcBrqtI+SNnlpOdM2YeVUr169zGdL23zlKfoZNdAByB6uLA3Aq7Sfy7x588x1gPyRBirthD1gwABzFW5P2r59uwl+WrN2uWZDAH+jRggAPBz0pk6d6nLlbU/RiztqjRohCMg+aoQAeJW/1wgB8G35vV0AANaW1fBzAPA0msYAAIBlEYQAAIBlEYQAAIBlEYQAAIBlEYQAAIBlEYQAAIBlEYQAAIBlEYQAAIBlEYQAAIBY1f8DY6NzpNKtfg8AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "============================================================\n", + "Processing row 27/95: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV.fits\n", + "============================================================\n", + "\n", + "Processing file: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV.fits\n", + " Data already 1D: (22001,)\n", + " Saved to 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "\n", + "Creating spectrum from: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Smoothing with width=101\n", + " Saved spectrum: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + " Saved smoothed spectrum: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Spectrum is plottable\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " -- Smoothed spectrum is plottable\n", + "\n", + "=========== PROCESSING SUMMARY ===========\n", + "Total files in spreadsheet: 95\n", + "Xshooter processed: 27\n", + "Spectra created: 27\n", + "Smoothed spectra: 27\n", + "Total failed: 0\n", + "Spectrum create failed: 0\n" + ] + } + ], + "source": [ + "%run convert_xshooter.py" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/convert_xshooter.py b/scripts/spectra_convert/zhang18/convert_xshooter.py new file mode 100644 index 000000000..c8b39f4be --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_xshooter.py @@ -0,0 +1,301 @@ +import os +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from astropy.io import fits +from astropy.wcs import WCS +from astropy.time import Time +from datetime import date +import astropy.units as u +from specutils import Spectrum1D, Spectrum +from specutils.manipulation import median_smooth +from astrodb_utils.fits import add_missing_keywords, add_wavelength_keywords +from astrodb_utils.spectra import check_spectrum_plottable +from astroquery.simbad import Simbad +from pathlib import Path + +# Path config +PATH = "/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files" +OUTPUT_PATH = "/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra" +SPREADSHEET_URL = "https://docs.google.com/spreadsheets/d/e/2PACX-1vS_VuhqnOHq9Zqu2GOcPSJks6Te161VaGJVkkN1EJYVplDqoBHgK2N1yTuD7MDPcwyI4BPUB0x2gKKo/pub?output=csv" + + +""" +This script is to convert the X-shooter spectra from Zhang 2018. +""" + +def process_fits_by_row(row, input_path, output_path): + """ + Clean and convert FITS + """ + filename = row['filename'] + filepath = os.path.join(input_path, filename) + + # Skip IMACS, txt, OSIRIS + if ("IMACS" in filename) or "txt" in filename or "OSIRIS" in filename: + print(f"Skipping file: {filename}") + return False + + # Open FITS file + try: + hdul = fits.open(filepath) + except Exception as e: + print(f"Error opening file {filename}: {e}") + return False + + header = hdul[0].header + data = hdul[0].data + wcs = WCS(header) + + print(f"\nProcessing file: {filename}") + + # make sure data is 1D and fix 2D WCS + if data.ndim > 1 or hdul[0].header["NAXIS"] > 1: + print(f" Original data shape: {data.shape}, NAXIS: {header['NAXIS']}") + + # Create proper 1D WCS + wcs_1d = WCS(header, naxis=1) + + # get wavelength array from WCS + last_idx = data.shape[-1] + wavelength = wcs_1d.pixel_to_world(np.arange(last_idx)) + print(f" Generated wavelength array of length {len(wavelength)}") + + # Extract 1D data + if data.ndim == 3: + hdul[0].data = data[0, 0, :] #get (N,) + else: + hdul[0].data = data + + # Remove 2D/3D header keywords + hdul[0].header.remove("CRPIX2", ignore_missing=True) + hdul[0].header.remove("CDELT2", ignore_missing=True) + hdul[0].header.remove("CUNIT2", ignore_missing=True) + hdul[0].header.remove("CRVAL2", ignore_missing=True) + hdul[0].header.remove("CRDER2", ignore_missing=True) + hdul[0].header.remove("CSYER2", ignore_missing=True) + hdul[0].header.remove("SPATRMS", ignore_missing=True) + print(" Removed unnecessary WCS keywords for 2D/3D data") + + add_wavelength_keywords(hdul[0].header, wavelength) + + else: + print(f" Data already 1D: {hdul[0].data.shape}") + + + header.set('CONTRIB1', 'Guan Ying Goh', 'Contributor name') + header.set("DATE", date.today().isoformat(), 'Date of FITS file creation') + + # Format flux units + flux_unit = header.get("BUNIT") + if flux_unit == "erg/s/cm2/Angstrom": + hdul[0].header["BUNIT"] = "erg / (cm2 s Angstrom)" + print(f" Updated BUNIT") + elif not flux_unit: + hdul[0].header["BUNIT"] = "erg / (cm2 s Angstrom)" + + + # Save updated FITS + out_filename = filename.replace(".fits", "_SIMPLE.fits") + out_file = os.path.join(output_path, out_filename) + + try: + fits.writeto( + out_file, + hdul[0].data, + header=hdul[0].header, + overwrite=True, + output_verify="fix", + ) + print(f" Saved to {out_filename}\n") + hdul.close() + return True + except Exception as e: + print(f" Error saving file: {e}\n") + hdul.close() + return False + + +def create_spec_file(row, output_path): + """ + Create spectrum object from processed FITS file + """ + filename = row['filename'] + spec_file = Path(output_path) / filename.replace(".fits", "_SIMPLE.fits") + + if not spec_file.exists(): + print(f"Processed file not found: {spec_file.name}") + return False + + if ("IMACS" in spec_file.name) or "txt" in spec_file.name or "OSIRIS" in spec_file.name: + print(f"Skipping file: {spec_file.name}") + return False + + print(f"\nCreating spectrum from: {spec_file.name}") + + try: + spectrum = Spectrum.read(spec_file, format="wcs1d-fits") + except Exception as e: + print(f" Error reading spectrum with wcs1d-fits: {e}") + # get wave + flux manually and create spectrum object + try: + print(" Attempting manual spectrum creation...") + with fits.open(spec_file) as hdul: + data = hdul[0].data + header = hdul[0].header + + # get wavelength from WCS + wcs = WCS(header, naxis=1) + wave = len(data) + wavelength = wcs.pixel_to_world(np.arange(wave)) + + # get flux + flux_unit = header.get("BUNIT", "erg / (cm2 s Angstrom)") + flux = data * u.Unit(flux_unit) + + # Create spectrum + spectrum = Spectrum1D( + spectral_axis=wavelength, + flux=flux, + meta={"header": header} + ) + print(" Successfully created spectrum manually") + except Exception as e2: + print(f" Error creating spectrum manually: {e2}") + return False + + header = spectrum.meta["header"] + + # Smooth spectrum and create new spectrum object for smoothed spec + smoothing_value = row.get("Smoothing") + smoothed_spectrum = None + + if not pd.isna(smoothing_value) and smoothing_value > 0: + print(f" Smoothing with width={int(smoothing_value)}") + smoothed_spectrum = median_smooth(spectrum, width=int(smoothing_value)) + + smooth_header = smoothed_spectrum.meta["header"].copy() + # keep all original headers + for key in header.keys(): + if key not in smooth_header: + smooth_header[key] = header[key] + # add new header + smooth_header.set("SMOOTH", int(smoothing_value), "Width of median smoothing applied") + smooth_header.set("COMMENT", "Spectrum smoothed using specutils.median_smooth with width 101") + smoothed_spectrum.meta["header"] = smooth_header + + #update spectrum header + header["SMOOTH"] = "None" if smoothed_spectrum is None else 0 + header["HISTORY"] = "FITS file created with specutils.Spectrum.write" + spectrum.meta["header"] = header + + # Write original spectrum + try: + spectrum.write( + os.path.join(output_path, spec_file.name), + overwrite=True, + format="tabular-fits", + ) + print(f" Saved spectrum: {spec_file.name}") + except Exception as e: + print(f" Error writing spectrum: {e}") + return False + + # Write separate new spectrum for smoothed object + if smoothed_spectrum is not None: + smoothed_filename = spec_file.name.replace("_SIMPLE.fits", "_SMOOTHED_SIMPLE.fits") + try: + smoothed_spectrum.write( + os.path.join(output_path, smoothed_filename), + overwrite=True, + format="tabular-fits", + ) + print(f" Saved smoothed spectrum: {smoothed_filename}") + except Exception as e: + print(f" Error writing smoothed spectrum: {e}") + + # check if spectrum is plottable + try: + spec = Spectrum.read(os.path.join(output_path, spec_file.name)) + if check_spectrum_plottable(spec, show_plot=True): + print(f" -- Spectrum is plottable") + + # Create new file for smoothed spectrum and check if plottable + if smoothed_spectrum is not None: + smoothed_filename = spec_file.name.replace("_SIMPLE.fits", "_SMOOTHED_SIMPLE.fits") + spec_smoothed = Spectrum.read(os.path.join(output_path, smoothed_filename)) + if check_spectrum_plottable(spec_smoothed, show_plot=True): + print(f" -- Smoothed spectrum is plottable") + + return True + except Exception as e: + print(f" Error verifying spectrum: {e}") + return False + + +def process_all_files(spreadsheet_url, input_path, output_path): + """ + Process all FITS files from spreadsheet + """ + os.makedirs(output_path, exist_ok=True) + + # Read spreadsheet + print(f"Reading spreadsheet from: {spreadsheet_url}\n") + df = pd.read_csv(spreadsheet_url) + + # Outcome summary + outcome = { + 'total': len(df), + 'processed': 0, + 'failed': 0, + 'spectra_created': 0, + 'spectra_failed': 0, + 'smoothed': 0, + } + + failed_files = [] + + # Read first 27 Xshooter file (exclude IMACS, OSIRIS, or txt files) + for idx, row in df.iloc[:27].iterrows(): + + filename = row['filename'] + print(f"\n{'='*60}") + print(f"Processing row {idx+1}/{len(df)}: {filename}") + print('='*60) + + # clean and convert FITS file + success = process_fits_by_row(row, input_path, output_path) + + if success: + outcome['processed'] += 1 + + # Step 2: Create spectrum object + spec_success = create_spec_file(row, output_path) + + if spec_success: + outcome['spectra_created'] += 1 + # Check if smoothed version was created + if not pd.isna(row.get("Smoothing")) and row.get("Smoothing") > 0: + outcome['smoothed'] += 1 + else: + outcome['spectra_failed'] += 1 + failed_files.append(filename) + else: + outcome['failed'] += 1 + failed_files.append(filename) + + # Print summary + print("\n=========== PROCESSING SUMMARY ===========") + print(f"Total files in spreadsheet: {outcome['total']}") + print(f"Xshooter processed: {outcome['processed']}") + print(f"Spectra created: {outcome['spectra_created']}") + print(f"Smoothed spectra: {outcome['smoothed']}") + print(f"Total failed: {outcome['failed']}") + print(f"Spectrum create failed: {outcome['spectra_failed']}") + + if failed_files: + print(f"\nFailed files ({len(failed_files)}):") + for f in failed_files: + print(f" - {f}") + +process_all_files(SPREADSHEET_URL, PATH, OUTPUT_PATH) \ No newline at end of file diff --git a/scripts/spectra_convert/zhang18/convert_xshooter_NIR.ipynb b/scripts/spectra_convert/zhang18/convert_xshooter_NIR.ipynb new file mode 100644 index 000000000..841b42f59 --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_xshooter_NIR.ipynb @@ -0,0 +1,780 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from specutils.manipulation import median_smooth\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import pandas as pd\n", + "import numpy as np\n", + "from specutils import Spectrum1D, Spectrum\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files/\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook is to convert: \n", + "- 13 Xshooter NIR spectra with smoothed and unsmoothed graph visualize" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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CQ19uvkAjFx6kUQsPON23JjEtk07ejKf4VM2qSekSPjSqfVV6onkF05Ubbb5vcRuv3Ph7a1Zu0hRGPgAAgPty+MoNFNzyg5qy9gNXlSuSHOm9NadpxWF9N+JS2lWUAB9PXbWUJFu3cmPbY/D10gQ3qVi5AQBQFazcuDBnrg+TBzYs0M/LYDVFvlUkVbp52HhbShfcYOUGAEBVsHLjwu4mcsWRawj01fyq+clWU3ZfiqVXlxwhf29Pu+Tc+Om2pdDnBgBATQoV3PDcJjTIA0sEaAMYfXl2Lr265CjFJnHujSb/xsY9/HSBFHJuAADUxaqXk3/++Uf0palWrZqY7cQTvAMDA6lTp06iHPvWrVv2O1JwWQHeHrpkYamxHncNlsYuSGy+coNtKQAAVbIouFm1ahXVqlWLRo4cKcqxJ0yYIOY6bdiwgX788UcR3GzevFkEPc8//7zoXQPq5i2b8C3vceMlrdxk5Zjk2Ni6z42vdlsKCcUAAOpi0bbUzJkz6YsvvqDevXsrzm968sknxUdurPf111/Tr7/+SmPHjrX90YKBdjVC6b+L95zyu8LbT9JMp0zZCo23dsQC9+jhhoxyxpcLCys3AADqZFFws2fPHovujEclfPzxx4U9JrDQ8evxTvu9kue5yHef5NtSxgs1Nh4thZwbAACVQim4i+ImeIna0QbOJkvk0+gL1Z/vXF1x3pNxjo2tc258vTSPhVJwAAB1sapaiqd2//vvv7Rz5066du2amNLN8514kGW3bt2oYsWK9jtSMDBz/VmDy/N3XaGR7as6xXcpRbZqs2B4S+pQM8x05SaLt6UMv87WHYqlPjcYvwAAoC4WrdykpqbShx9+KIKXPn36iKqpuLg4MYmbJ3PzrKeqVauKz+3du9f+Rw0UY9TjZpp2ZpMzSEnXBDeexYtR59qlyVOWXCwlGnMpuHx1xx4diqVVIl5JAgAA9bBo5YYrpdq0aUM//PADde/eXZSBG+OVnMWLF9NTTz1F77zzDo0ePdoexwtaV2KTTb4XUfdSqFKov8O/R8na0Qrcjdg4SVgKONKzsk2aENq6WoqDK5aV7cy9nAEAwCErNxs3bqTly5eLlRmlwIZVrlyZJk6cSBcuXKAuXbrY+jjBiDSrSe71ZUecauVG6jws56MNbpK1t7FntZS0BSav1gIAAPdnUXBTt25di++Qg5/q1fUJpGAfSsm3h6PiKMdoq8cRpAReaY6U0srN3STT0RG2ni3lqS2/wsoNAIC6WF0txUnF5q6PioqyxTGBBczt4NxL1owycIbgRkroVQpuOKHYmK1zbjy1PZk4t0cazgkAAO7P4uAmISFBNOsLCAigMmXK0JQpUyg7W7+1wF2JOakYHOurLRecpseNVIotF6SdDq7E1tVSXrLGOdlOsKIFAABOVgr+7rvv0rFjx+iXX34RlVJcPXX48GExhsHb21vcBu+Oi86Bqw8Urz92I65A97fj/F26HZ9KA1tWsllwI03llivlp/ldUWLrbSl5gjKv3niaHg4AAKg5uFm9ejX9/PPP1LlzZ3G5f//+1LdvX3r44YdpzZo1dkkIBes1KB9UoG/b0Pn7xccmFYOpdkTJQn3rpVlO0vgDpYRiJbaulpISiqWmgUrbZAAAoOJtKd524oooSVhYmBiWmZiYKKqouKEfONfYA0vJV9yMy7MLcww+CsEEbz0pbVdJn7NHKThDUjEAgHpYHNxUqlSJzpw5Y3BdyZIlRZk4N/l79NFH7XF8YBQ0bD59hxLTMs1+X9IzzZc98+rFxJUn6O/jtw2uj0/V31/U/cIHqanaY1BauTFXIm6vbSkpvklXSGAGAACVBzc9evSgBQsWmFxfokQJ2rBhA/n6+tr62MDIjzsv07OLDtKMfwxHL1i6crP84HVasj+KXlp82OD6Q9f0+TuTVp2wWbWUueDG3PW23pbibdIAH00glaJtLAgAAO7P4pyb999/n27duqX4OV7B2bRpk0gwBvv5eutF8XHxvijFKiRegdlyNsbs13Ngo+RBiuFKEPfKKcwWUXoe1VLsZlyq4vV55eMUFPfaSUzLwnwpAAAVsfjVJDg4mOrXr2/28xzgdOrUyVbHBQqUdm0eaVyO/nypHb3du47uOqUeMpxXc/JmguL3NdVoVSPbgp4wyw5EUZW3/6bf9l0zWDXadi5Gt3Ij9bQxVsdMwrI8AdhWpLFSt+PTbH7fAADgBlPBJQcOHKBt27ZRTEyMSVO/WbNm2erYwEiaQj5NgI8HNa5Yis7c1gcucakZFF7ScJswOsH8i3uS0SgEzs3JL9CYsEKzffXOqpP0UO1wKlfKj8YtP0rrTkSbNNEzVtLXs8iCG2kVCXV8AADqYXVwM336dJo8eTLVrl1bNPOTl3+jFLzoDW5V2WSVRMxtMlocUZrlJLn+wDCJOCk9y2zSr5I7CWkiuJEHNsbVSobXKwcx5lZ6CqNuuUDaf+U+EooBAFTE6uDmyy+/pPnz59Pw4cPtc0RglYYVghSCm6x8E415m0oKRo1zeGITTVd+8mKuEslD1iFYzstMECPvKGwrPrIp5AAAoA5Wv1UuXrw4tWvXzj5HA2YpdX9uVSVEd75jrdK68w9SMvINQDKkZBQFH/59Os+fhHHwJC8lt2TlxsvM9fZIKPbRtiVGKTgAgHpY/WoyduxYmjNnjn2OBszi8QHG/H30JdWBvl4UWVUT7Nx4YFqNZLxyIc/faVcj1OBzuy/dy/MnEWPU6O/o9Tirtp/M5dbYI+dGCpiUkqwBAMA9Wb0tNX78eDF2oXr16lSvXj3y8jIchMizpsD2OMk3v5WRiCDNVtLBqw9oUCvDGVHGKxe8TSUNsczMzrV6DpUlKy6eZraZzF1vj5wbbEsBAKiP1cHNq6++KiqlHnroIQoNDUUScRFRWnkwDlikYEVpC0uqGlLKwZFmQclx9dXhqAc0JFI/coPN2niOvtL225Efm1Kej7mmfN5mVmjqlyvYXKy8+Gh77eTVuRkAAFQe3PDwzBUrVojVGyg6Sjkyx4y2g2qElzBb9m26cpOTZ1fj3l/u1I1EeEq2CmQc2EirSskKHYDNVkuZWbkp7MDOvAIp5NwAAKiH1fsAISEhYksKipbS1pFxF2HejjKXM2O8ciEPaPJ64Z//3xWDy/XKBprchldulFZ/PIqw5NscaRJ4QQaKAgCAa7L6Vea9996jqVOnYgp4EctSWLmpHBqguC3F4o1GKqSZJBTLg5tssystjzevYHC5ZhnN6pDxqpLUldiSlZsSPvrj7FonnMJL+tCo9lXJrsENSsEBAFTD6m2pr776ii5duiQa+FWpUsUkoRjzpYpu5ebrp5oaXO5UqzT9slczDuHA1fvUrV4Z8ys3stUaaeVmxoCG9OYfxw1uZ5y+I59Dxas4p28niK/PUjg+czk38plTtSJK0k/DW5K9SDk3qJYCAFAPq4Ob/v372+dIIE9XYpNNrqsU6m92u4enh++d2JWWHogSQY9xKbh8G0kKfFpXMywJV8rfuZekKQN/s2dtMZTy/b9Oi8DBkmoupevtUf4th5wbAAD1sTq44S0pKHqfrD+rO9+8cjANNir1VgoU3vzjGO28EEuzN1+gZ1obVj1JwQ5XVknnuWx6Up86NH2d/rFK+Bj+iqRog6JWVUPo/J1Efc6NwrZUnLnmfrLjNNfQz1Z8tNtSWLkBAFCP4gUZmrlv3z6T6/m6gwcP2uq4wMjtOH1jvhUvtKXHjHJh5FswEg5sJHsv31PMueHmgFJ/QO7m+0zrKga3OxetCWAkUsk3r9pIqyKcc5OQmpXnMZtdubFzcrEPqqUAAFTH6leWl156ia5fv25y/c2bN8XnwD4sKWVuUqGU2c8ZbxtJpeDy++XgyM/bg+qX01dEbTx9R3HlhgdrSttgvCqSo9Bb56UuNRSPRZ6LY27ryuZ9bpBQDACgGlYHN6dPn6ZmzZqZXN+0aVPxObAPDjryY1waLpeQlqW4ciOvmpK6+b7YWTko4S0sqZ9NgHzlJiuHshXGQ0hznYzZO6BRzLlBEz8AANWwOrjx8fGhO3cM382z27dvk6en1Sk8YKHhbTXbRQWNC3yNtn+MV254FUaaEt63UVn68qkm4nz5Un66r+HbSgs0/j6ylZts5ZUbc+Q5N5FVTZOYbUnKQ8pUCL4AAMA9WR3c9OjRgyZOnEjx8fG66+Li4mjSpEnUvXt3Wx8faEmBh/E4BGPcM0ZJsnY7iVdc5H1fpLEMxvOhapUpabJtlSQbseDn5WGwLaW0cmOOfFuqpK99A2IppycTgzMBAFTD6uDms88+Ezk3lStXFvOl+FS1alWKjo6mzz//3D5HCZSaoU/kzcuiUa0Ur4/XVi5Jjf6kUnApeDHeQtKteMhydRK098EVVBygyBOKrQlu5NtS9u5WLFVjZeVgthQAgFpY/ba5fPnydPz4cfrtt9/o2LFj5OfnRyNGjKBBgwaZNPQD27mprTziRN681IkIpMqh/nTtXori54P8velWfJouwVa6Xay2f43EWyG4MQ6Q8lq5qRRi2IPH3MqNuYniNl+5sXLyOQAAuK4C7QkEBATQmDFjbH80YFbU/ZQ8h07K8bBLc4L8PA1ybn7ceVnxdvLARXL9QarBVpJBcKPNueFKq5rhJWiYNkdISfFiRbhyoxCkAQCAeyu6CYZQKIG+Xrpcl8JUTZUu6WtQJfVw43KKt/PSBlGiD452VUa616v3kg1WXURCsfY2vGIz+6mm1LRSsNljkK/WmKuoshVpCwzBDQCAeiC4cRFSQnBe2z2WkBKOpcnhUg5P59qlDW4nX1Hh4EUeILSsEqK5jYeHybZUXoGVpHaEJlm5pI+nLoiyF+l5KM2+AgAA94TabRdx7Hqc+Ojvk/9KR15l2Xu0QY2UP8MrM8yzeHGzoxw4qOHp2tIWlbTy4uVZTLYtlf+WmHya+eqX2lEpPy9dFZi9SPk9WLkBAFAPrNy4AHl3XUsSY/NqOdOhZpjBZelF33gFRUoolj+mdFtpNUS6DQdIWdrPmZsEbqxJxVJUJSyA7E0KttDmBgBAPawObrgM/MaNG7rL+/fvp9dff53mzZtn62MDLfncpkAL+sJIycdKetQvY9DvRgpcjIdu8vaSlK8irdhIZePSbeVbV9LgTEuDm6IiJS9b02QQAABUFtwMHjyYtm3bJs5zbxtu3McBzjvvvEPTpk2zxzGqnnxEQoDRlG4lefWckcq4pTya63lUYRlXGklf451XcGPnbSZrSbtt1vThAQAAlQU3J0+epFatNI3ili9fTg0aNKDdu3eLvjcLFy60xzGqnjy4qRJq3VZO3bL6IZjylQxeseFGftJ21N1Ewz43TPqcLqE4S7vKY7QtJZ/dZElCcVGSVpKwcgMAoB5WBzeZmZlivhTbvHkzPfLII+J8nTp1xHwpsB4PpDx9K0Ex6fVw1APq/sUOcb50SR+r+8IE+xs2Viwh29bi7Stpt6aqQv6Lt7ZMW9qWysjONghqOBlYOi91PDba3XKibSlHHwkAABQVq1+K6tevT3PnzqWdO3fSpk2bqFevXuL6W7duUWiofYcguqt5Oy5Tn6920rjlx0w+N+Db3SZbSvmpEV5CfAwJ8KZgf2/d9Q/VLk3h2j437H5yhm47SX47ibd25UYKuqT8HHmAJZ1PcdZtKe3xYFsKAEA9rA5uPvnkE/r++++pc+fOYuRC48aNxfVr1qzRbVeBdb7dfkl8/OvYrTxvJyUB52f5c23o60FNaffbXWhke32n4HlDW+gqlaRBmFKnYi71NiYFLq8vO0rvrTmlG7Ip346SbqNfuXGupRt5gjOvkAEAgPuzus8NBzWxsbGUkJBAwcH6LrQ8jsHfv3AN5iBvfhYGN7xiI3Uebl45hP57uwuVLuGjSxDWdR/OzqGkdO0wTIUqLOn2l+8mi5MUFMkrq6RAR8oLcr5tKf15Xr2xZHwFAACosImfh4eHQWDDqlQxP0sI8mbpikJAPkMzzSlfyk9xNYP700hl5kpbXsbl4Ue1jQSl5n0GKzfa4MbZEorlx8Pzr9C1EgDA/TnZ+2x1koc2E/44Tt9svaALeMoG6XNk/C0oA7eEFLRk5eToOhUr9c8xl7ycpt2C0tyXJng4dO2B+Hg+OpGciTwHCLtSAADqgDeyTlbqvezgdV0Jd9e6ZQy2ovwtGJpp3TDJXEpI0wY3Cis38twaudoRgSYVVZI4bbDkLOQTyJFUDACgDg5fuZkzZ47Y0vL19aXIyEjREDAvcXFx9NJLL1HZsmVFSXqtWrVo3bp15MqUgojb8Wli9SYlPdvqnJv8eEorNxzc6FZuvCxeuZHnrRjfZkhkZXIm8vxm3pYCAAD359CVm2XLltG4ceNEaTkHNrNnz6aePXvSuXPnKDw83OT2GRkZoiMyf+6PP/6g8uXL07Vr16hUKU2iq6sKKeFNyfdTTfJifth5maIT0nTX2arKWtecLyubEtM1OTeBfkoJxcoPKL/exygwk6aMO+W2lGkbIQAAcEMFCm4OHDggRjDExMRQTo7hK8asWbMsvh++7ejRo2nEiBHiMgc5f//9N82fP5/efvttk9vz9ffv3xcdkb28vNwmkVm+dSJ/UZ6+7qzBdcXINtGNNAGct5CkxQyllRvjhGLjr1dauTG3leUU21JYuXF6iWmZ4vdOqTUBAIDdgpvp06fT5MmTqXbt2lSmTBnRpVYiP58fXoU5dOgQTZw4UXdd8eLFqVu3brRnzx7Fr+FeOm3atBHbUn/++SeVLl1azLqaMGGCqOBSkp6eLk4SLmF3heBGqWTZViMEpJwbbuLHfDyVX0wKsi0ljWZwymoptCl2ah+sPU0/7boizp+Z1stm27AAoD5WBzdffvmlWEEZPnx4oR6Ye+VkZ2eLAEmOL589a7hiIbl8+TJt3bqVhgwZIvJsLl68SC+++KIYCTF16lTFr5kxYwa9//775MyUqqeVpmunZ+nzbwpDCk6k4EYpmTivVRilPjf5fY0j8feSAxs08bOPOwlpdCkmidpUDzV5g/Pn0ZuiIu/hRuUoOMC0C7aEfzZSYMM++Ps0TX+0oZ2OGADcndWvRLy60q5dO3IE3gLjfJt58+ZR8+bNaeDAgWIaOW9nmcMrQ/Hx8brT9euaaiRnX7lRChJsFThICcX3kjLy7HzMSc2KXy8LvEy2pZxs5YZJh4ttKfsYufAADf5xH20/f9ckGH9t6VGa8ucpavrBJtp9MdZsgG78tauP3LTT0QKAGli9cjN27FhR4cTJv4URFhYmtpLu3LljcD1fjoiIUPwarpDiXBv5FlTdunUpOjpabHN5e5u+M+SKKmnQp7NS2s1Tus5WL85e2lf7PZfviY9X76Uo3u7krXirc254i8s5g8dcbEvZwa24VDp1S7PVu/FUND1UW18IcOOBYZI8B0CSrnXCRc7XktGtxe/QiAUHDG7LDSYBAIosuBk/fjz17duXqlevTvXq1dMl9kpWrlxp0f1wIMKrL1u2bKH+/fvrVmb48ssvv6z4NbxitHjxYnE7XkFi58+fF0GPUmDjypJlJeCSzCwb5dxYuAKkNKVc8/XFzCYdm0tCdiRpiw/5xLb39dYLZn9nbxoFN3JbzsaIj8duxFHLKiEmn+fRIAAABWX1K9Grr74qKqW4vwxPAQ8KCjI4WYPLwH/44Qf6+eef6cyZM/TCCy9QcnKyrnpq6NChBgnH/HmulnrttddEUMOVVZzgzAnGrkypCiolQ1OiLTe6Y1WbPJ6l85V61Y/IvxTcJbalMBncXgJkI0GijbYxb8aZD24kryw+Qldjk02ux8INABTpyg0HIitWrBCrN4XFOTN3796lKVOmiK2lJk2a0Pr163VJxlFRUboVGlaxYkXasGGD2Bpr1KiR6HPDgQ5XS7mbn/dcE6MXpLwXW1aPGPemMeft3nVp9dFb1pWCO2Vwo/mInBvbddResj+KIquG0tID+hy2CNmoEE5Wn7jyRL73xX2cOn+23UZHBgBQwOAmJCREbEnZCm9BmduG2r7d9J8el4Lv3buX3IlSfs3FmCTd+ZmPN7JpWayPUdn38LbKvYL4xWp8j1r02cbzZld+jKu6zDX+c4ZycFRLFR5/D7t+/q9uVYbHhJy5rcm5SdHOHOPbjPrZMIcGAKAoWf02+7333hNl1ykpykmoUIAfQj79gUrYaGCm2fLtPFZbXu5Sk8Z2q2U2r+bXvdfMruo4W5dipHEU3uL9UQbbTVJgwzaf0RQH9P1qFx2J0kyQZ3Ofbm7RfQ9oWt4GRwgAUICVm6+++oouXbokto64O7BxQvHhw4fxfbVSfls5Sj1vCsPHy7reNF6excyWgg+OrETf/3vZbsdqy5UbNPEruJM340XJd0yiviGmEl5xPC0LeP7XqCz1ahBBI9pVoQX/XaV2NULpv4uaKj1jaNoHAA4LbqTKJii64EYeTNiCcTfi/B7fy2g1Rr4606FGaYPgxtbHagvSIdmqw7Ma/e/rXRbdzriPTQ9tUvrkvvVoZLuqYsxH42kbFb+2eeVgKuXvRXO2XRKXj9+Io0YVXHtuHAC4SHBjrhMwFFx+Kyel/L3tGtwcv6Hcz8ZcdZWH7HIJX8NfIWdcuZG2pRDcFIw1uUpGo+aoT4MI3e9FxRB/cf7KjD6UnpVDM9adEYnzUmAzoFkFOno9ThfcfPj3GVr+XBvx+LzqZmkLAwCAAidz8FwoLt9m9evXp6ZNm+K7WQD8j3vXxdg8b9O0om3fvfoZBTdbzho2UjRm/KIiX50xngLulCs32mNCeXHBpGZaPvZjxwV9p+Ft4zsrBiQ8ooED7PLBfrrrxveoLT4G++u3ufdfuS/+Pp6at5cuxCTR36+2p7JB+q8BADDH6rdCPAm8S5cu1LJlS9Hzhk/cjK9r166irBusM+Ofs/n/kGwcMBi/3jzerIJFHY31X1/MbKDkjCs36HNTOAmppj2XOHdG8unjjXRByacbzumurxKqWakxJzRA3zm8ZZVgxen01++n0r4r90VpOVdpAQDYJbh55ZVXKDExkU6dOiUa6vHp5MmTYto2BzpgnXk79PkqShpXsK4xoiXKBOr7kbAR7arabOXGmsnwRUUKuLAtVbAtqDPR+gRhySONy+nOP9GiIlUvXcLkNvn9LvRtVJb6NSknWh1Iv2PGQ1zXntD3WeJS833akSEAADbdluIme5s3bxYznSQ8hoHnTfXo0cPau4N8BNi4DFwpxye/KhV57xoOFOQvWv6yDrXOSpdQjH2pPPE20Au/HqIpD9ejfk30ZdnGc59Y2+phtOKFNrrVF+PfIU4ezg9vTX35VNM8V/5mrtevBLEDV+9TZDX9qhEAgBKrX5l4rpNx+Tfj6/hzYLn41Eyrk39twbhTb347SfIXHOMXH1+jsnJnpNuWQrVUnp78fo/4yJO8eWVm/O/HacXhGwa3WTqmtRgNwsnBUoIwCzAKchuUDyR7CA5wrxlyAGAfVr8ycb4Njzy4dUu/XHzz5k0xEoHzbsByP+SzJcVuPLB9s0Tj4ZbWlKIbJww74zaU2W0pxN4Wu5ecYRLYfDWoKbWuFkpd6mjGo8gZb0/KV36sNXtgE7OfS1EYKAsAUOjg5ptvvhH5NdzAj8cw8Klq1ariuq+//trau1O1b7ZdzPc25+/oxzDYinF+RH4VKPK+Ns5YDWXpyg1ybswz3rI7KuswLGlU3nz+l3xbqqSPZ6ESy3uaGdgqH/EAAGDTbSkeXsldiDnv5uxZTaUP599069bN2rsCCwTYcKZUQcn72nh7Ov54rCXFZtiWMu9+SobB5WcXHcy3s7W5lZvEdNPqKmtwoHR5eh+qNmmdQQ7P/P+uiNWk17rVLNT9A4D7syq4yczMJD8/Pzp69Ch1795dnMB2OtUqTf+eNyyn//SJxg7/Fss7FPvksYXVorKmnNdpm/ghodisA1fu5/t99M0jsPWT5dx0qxtOhcXtD/ZP6kprj9+mx1tUoA/XnhbXR91PEYnPraqGFPoxAMB9WRXccNJwpUqVKDsbS8OFpTTn6IuBTWjJ/ihqXS2EIoL8KMjPy+ZDMwtCvsWQV35OeKC+b4kzQRM/8zKzc+javRT686g+h86cvFZu5CuM8kCnMMIDfWlke03VVb2y+gTlmevP0h8vtLXJYwCAe7I65+add96hSZMmif42UHCxSaYDCEMCvOmlh2pQ88ohVL6Un1MENsbjF5RGRbz7v3oUGuBNb/WsQ84ITfzMm7zqJHWb9S+tPxVdqDEh8m2pvFb3CqqkrLnfwWsPbH7/AOBePAuSUHzx4kUqV64cVa5cmQICAgw+j6nglnGlxEh5ErHxhHA2qn1VcXJWmC1l3rKD1w0uR1YNER2B5SXdJ28miGA7ryRh+WoNb6/aWkmjGWYAAHmx+j9Gv379XKL81xW2A1yFvFrqyt1kcjXS4aNaKn9PtqhoENz88Xxb3UpMXn/3pUv6mB3JYQvy7dAONcNsfv8AoPLg5r333rPPkahMRpbrBDchJfSN05JdaMVJgm0py9WOKGmwDWVpE8kKsiGY+XW8LszP0Pg8AIASqzfHq1WrRvfumc53iYuLE58D11i54TwZNrmvfoyGObwlIXmxc3VyNZgtpYyrx4x3mniVhmc+sWn96lv8PZYHQfboqt1cVolnSWdvAFA3q1durl69qlgtlZ6eTjduGHY0BfOyHFyWPLJdFerVIILKBRkO0TTn7Ae96PiNeGpSsRS5Gmk7BR2KDXE/GuNfwyB/L/r6qaY0oWcdqhiSd3NHOXkSsT1GcvCMtc+faExv/H6Mjl43bTAIAFCg4GbNmjW68xs2bKCgIH23Ug52tmzZIjoVg2UytdtSHFzwVkDn2oXvDWLtC758RSY//G7cVXuLSMVeaOJnKD4lUxeM/P5cW0rOyKLwkppgt1Kofm6UJeSrNfIcLXutdqZnZZOPCzaUBAAnC2769++ve1EcNmyYSf8bHsfw+eef2/4I3VSG9h81DwJcMKKVow/HrUnbUrkYnGmAG+KxiEBfaljB/GgFa1du5FPkbWlAswr09soT4nxSWhb5lEBwAwCFDG6kid+8OnPgwAEKC0PFQmEkpmVZNLQSbLct5UIFakXi6r1kxVljBR3GOqhVJUpIy6SqYYbtIWyF/1a4nw63UeC8m9ASztk0EgBcMOfmypUrisnEpUq5Xi6GI91JSBMfKwRbt/wPBe9zg20pvazsHJq8+qRJGXdhzBjQsMh6Lh269oCq2SAoAwD3ZPWywSeffELLli3TXX7iiScoJCSEypcvT8eOHbP18bmtTzecEx+j41MdfShuD9tSpjaficlzFIizKqfNEzt9O8HRhwIA7hTczJ07V0wGZ5s2bRLTwdevX0+9e/emN9980x7H6JbStQnFB66ilby9SW1RXOlF3J4rNmMWHaTnfz2ku65B+cLl2xSlnvUjxMe9lzH+BQBsuC0VHR2tC27Wrl1LTz75JPXo0UMkFEdGRlp7dwBFtnKD4IZo8f4o2nj6jsH3Z3BkJZf5LZSaBSI5HABsunITHBxM169r5tHwik23bt10/2wwLRycOecGxVJEaxSmf3MysKuoHKpJVk7NdL1O2QDgxCs3AwYMoMGDB1PNmjVFp2LejmJHjhyhGjVq2OMY3drMxxo5+hDUUy2F6MZkovbHRZAEbEul/DXTwdGlGABsGtx88cUXYguKV29mzpxJJUpoKhZu375NL774orV3p1pc9cFdijvaYYIyGJIWJrAtZeqpVq6zJSUPbhJSM8XPM69J5QCgXlYHN9ywb/z48SbXjx071lbH5PZ4C08av+Bpp4ZnoIdqKY2z0YYVRsPaVHa5X5Ngf80QV/7z2X0pljrUxJsDALBBcCMfw2C89O/r6yu2pjCGQd/e/uP1Z6h/k/IUWS1U973KzM51yXwHV4Umfhrbz901+L5MfdjywZjOQv738s3WiwhuAMA2wQ2PYeAXC+NqBek6/ti+fXtavXq1SD5Ws7k7LtGS/dfF6erHfXXXZ8kmONqrVT3ooYkfUVpmNv2y55rue8IzzYq76JZO4wpBdOxGPJX0tfrfFwCohNXLBtzbpmXLluJjfHy8OPF5LgPn0vAdO3aIRGOlrSu12XnB8J2y5MYDfeM+b6zc2B22pYjm7bhMN+P0v3f/a1yOXBXPmGIYXQIA5lj91ue1116jefPmUdu2bXXXde3aVWxJjRkzhk6dOkWzZ8+mkSNHktqlZujLVe8mpuva3C/ZH6W73hPBjd2hiR/RrE3nDb4n47rXIlfFw2bZvaQMmrfjEtUsU5Ieqh3u6MMCAFdeubl06RIFBgaaXM/XXb58WZznMvHY2FhSu0t3NYMJWcuPNtNt7agFVO0ULbVvS0m/d3K+Xq47UTtEm1S878p9mr7uLI1YcMDRhwQArh7cNG/eXIxZuHtXv+XC59966y2xXcUuXLig62KsVkodVI9djxMfEdw4aluKVGn2pgvkTgL9kGsDAHmz+r/ETz/9RP369aMKFSroAhjueVOtWjX6888/xeWkpCSaPHkyqdkW2WBCifTieuJmfNEfkIrpq6XUGd0cjnKv+WUlfBDcAEDerP4vUbt2bTp9+jRt3LiRzp8/r7uue/fuVLx4cV1FldoFaZuNyUkvrcdvILgpSmpv4lezTAm6EJOku/yGC+fbsJK+Cn9b2kpNAABWoLdAHMT06tVLnECZn0JOw5XYZLqTkIZvWRErrpstpc7gRsqvGdW+KvVqEEHNKrl2iwalEvCEtCwK8jMNegBAnQoU3GzZskWcYmJiKEfWs4XNnz/fVsfm0jKzDb8v7NMN58QJHBPcqDWhOCktS3ysGhZALauEkKtTSobmPj4IbgCgwAnF77//PvXo0UMEN1wR9eDBA4MTmHYhNqdyqD++XUWYUKzSXSlKzshyu1yV/ZO6mm27AABg9X+7uXPn0sKFC+mZZ57Bd8/KlRtjHTEXp0hIjXhzVBrdJKVrXvgD3Ci4MW7gl5qJ4AYA9Kz+b5eRkWHQwA/MfJ8sCG58vTBXqihIYwbUllD89ZYLtPzQdTHjjAX4uG5vG2PGM9kQ3ACAnNWvrs8++ywtXrzY2i9Tncys/IObiCC/IjkWtZOa+KkstqHPN52n6/dTRbItC1SoMnKXlZssC7aBAUA9rF65SUtLE+MXNm/eTI0aNSIvL8N/mLNmzbLl8bl1zk3ZIN8iORa1kxKKc1SaUCwJD9SM/3AHnkZDP7FyAwCFCm6OHz9OTZo0EedPnjxp7ZerhiU5N6juKBpq3ZYyFl7SfYJp4542H649TZ3GdXLY8QCAiwc327Zts8+RqDDnJlw7SBPsy0NKKFbRyg2XRquJvEkhAIBNMlq5Odo///xDjz/+OL6jVuQAuPLwQldcuVFTcDPkx33k7r4e1NTRhwAA7hjcXLlyhd59912qVKkSPfrooyIfByjPF9LHmlXQnffzRnBTpE38VLQtdeiaYc+pRhWCyN083LicweUNp6IddiwA4OLBTXp6Ov3222/UpUsXMVNq+vTpNG7cONGteO3atfY5ShdkrtU/t7+XYOWmaKi9id/Vj/vSmpfbkzsqJ0vKf+6XQ/T7wesOPR4AcLHg5tChQ/Tiiy9SREQEzZ49WwzH5GngPGeqZ8+eFBgYaN8jdTFKL6RLx7QmTykBhIMbo3JWsA+1NfG7di+Z1OKlLjUMLn/37yWHHQsAOA+LX10jIyPJx8eH9u7dSwcOHKBXX32VypQpY9+jc7NtqdbVQslflmfjadSIDOxDbbOlYpMydOcXPxtJ7mxgi4oGl6uFlXDYsQCA87D41bVr1670008/0bRp02j9+vWqnbBsKXP5HS2qhFDHWqVpaJvKRX5Mat+WUkvOjfx5Vg937xd7foMw/dGGusubz9xx6PEAgIuVgm/YsEFsQy1YsIBeeOEFSk1NpYEDByr2nADOuTH/QrtoZCt8ixySc6OO4CYuRb9yUybQfXrbmONjtL3Lb7zwPwlA3azaF6lYsSJNmTJFVEn98ssvdPfuXfL09KR+/frRpEmT6PDhw/Y7UhejlhdSV6C2aqm4VM0sqU61SpMayPPYWLoFo08AwL0VOOmje/fuYsbUrVu36JVXXhF9blq2bGnbo3NhKnkdda2VG5W85v1x8Ib46KeSPkolfQ0XoBPSNMEdAKhXoTNag4ODRXBz5MgRkWgMhis3fRuWpT4NI2jZmNb41jiImhKKuVJq/9X74nxyhmZgprvrWLM0daurL2548VesIAOonUXBTVRUlEV31qxZM/Hx5s2bpHZS2XGgnyd9O6Q5RVYLdfQhqZaaEoov39WXgatl5YaTin8c1kJ3+aBRA0MAUB+LghvebnruuefyXJmJj4+nH374gRo0aEArVqyw6iDmzJlDVapUIV9fX1Fyvn//fou+bunSpSJxkHvuOBvpdRSJjY4nVdy7c3BzPzmDXvztkEFn4ptxqaRW/P0AAPWyqFrq9OnT9NFHH4k8Gw5AmjdvTuXKlRPnHzx4ID5/6tQpsXIzc+ZM6tOnj8UHsGzZMtHheO7cuSKw4QaB3BTw3LlzFB4ebvbrrl69SuPHj6cOHTqQM29LSQ3kwHHUkFA8dc0pWnfCcPyAmhNrr8QmU0iAt6MPAwCceeUmNDSUZs2aRbdv36ZvvvmGatasSbGxsXThwgXx+SFDhogOxnv27LEqsGF8v6NHj6YRI0ZQvXr1RJDj7+9P8+fPN/s12dnZ4jHff/99qlatGjkjqQ+Q9MIKjuPupeBL9kfRX8dumVzfvkYYqZW7/qwBwMZ9bpifn5+Y/G2r6d8ZGRkiKJo4caLuOh7n0K1bNxEomcONBHlVZ9SoUbRz5858Z2HxSZKQkEBFQUpeRXDjeO6eczNx5QnF69/sWZvUyl1/1gBgGYf2/+fVH16FMR7jwJejo5Un/O7atUt0Sub8HkvMmDGDgoKCdCfu1WNP6VnZtPrITZqzTTPjZvu5GLs+HuTPQ0XVUhJfr+IU4GPVexeX16WOfht78uqTlJaZ7dDjAQDHcanhRomJifTMM8+IwCYszLIld14V4mRn6cRdlu1p8b4oen3ZUd3lq/dS7Pp4YE2fG/cMbkIVcksCvNUV2LDvntZUa7KLMUnibxEA1Mmh/wE5QPHw8KA7dwznwfBlnj5u7NKlSyKR+OGHH9Zdl6PtzMadkjkJuXr16gZfw8M++VRUeNUGnEvx4u69ciMFb3KrX2pHauPj6UGtqobQ/iuaPj/3kvXb0QCgLg4Nbry9vUXl1ZYtW3Tl3Bys8OWXX37Z5PZ16tShEycM8wsmT54sVnS+/PJLu285WQKl3068LZWd6/b5JRc+6k1eKp42H+jrpTvvprEsANgyuOGZUjxDioMRW+Iy8GHDhlGLFi2oVatWohQ8OTlZVE+xoUOHUvny5UXuDJeecx8duVKlSomPxtc7Ckq/nTih2E1f7aSS7+3jO6s6sGGJstEL7vrzBgAbBjc3btyg3r17i9UW3hZ65JFHqGvXruJyYfBkcR7AycETJxE3adKE1q9fr0sy5u7IXEHlKlAd5cx9bsjt3E1Mp6R0zZgFHy/X+TuxlzRZb5/v/71ME3vXdejxAICTBzfcd4a3jP777z/666+/6PXXXxd9b7ixH6/o/O9//6OQkJACHQRvQSltQ7Ht27fn+bULFy4kZ4Lgxvm4c5+bx77bbZBzonYlVVYhBgDKrHqrxyso3BGYuxBz8u6+fftEV+Hvv/9edCzu2LEjffbZZ6qeLYWefc7HnccvRN1PMTsdW40WjWzl6EMAACdQqHXsunXr0ltvvSVWc7jEmnNnuKnekiVLSK2MV27qlQ102LGA4c/EXUvBJWrPt5Eq4957uJ4437pawVaSAcD12eytXunSpUXHYD6pmXF60LdD9L03wDHcOaG4XJAv3YpPo9+fb+PoQ3EaVcICxMe9l+/Tg+QMCsaMKQDVwVs9O6/cRAT52vohoIDBTZYbrtxwYMPCSxZdLydnF+SnLwf/bOM5hx4LADgGghs7BzdKDdbAMds1WW5WLhWToAlsGCZg65WQJRX/ti+Kqk78m67GJhfxTwcAHAnBja2/ocWUG8iBM1RL6ae1u4MHKfqeLiVlzevUrmKIv8Fl/pEv3H3VYccDAEUPwY2tv6FGwYzU+h8cRx5gutPOlDQYsnwpP0cfilPx9fKgjrVKG1x3My7VYccDAC6QULxmzRqzYwe4g3CNGjWoatWqpFYYv+B85AEml4O7w1bh5btJ9Pmm8+I8mveZKiXLu2E7zt8top8MALhkcMMzoPgF3Hh5X7qOP7Zv355Wr15NwcHBpDaoxnU+8mDGHRr5zdl2kT7doE+U9fNC8z5jAUbN/JQmpwOA+7J6W2rTpk3UsmVL8TE+Pl6c+Dw381u7di3t2LGD7t27R+PHjyc1Qodi596WcoeKKXlgI23DgKHRHQxXjzPd4OcOAHZcuXnttddo3rx51LZtW911PGOKt6TGjBlDp06dEsMvR44cSWrkBgsDbt17yB27FPtippSJaqVL0IoX2tBj3+3RzeACAPWweuXm0qVLFBho2nWXr7t8+bI4X7NmTYqNjSU1yspxr3Jjd+Api25cvUuxUrWXL2ZKKapXNsjgsqv/7AHAjsFN8+bN6c033xSTvCV8nscw8HYVu3DhAlWsWJHUKF02lRicgzx/2NW7FF+6a9qvBb9zyvy8PWjPxC66yyna6jIAcH9Wb0v9+OOPIqm4QoUKugCG50pVq1aN/vzzT3E5KSmJJk+eTGq084I6V6ycGSe5c4DDb9xdfVtq0R7Tfi3RsmZ+YCgi0Jc8ixcTuVZJaVkGDf4AwH1Z/Zdep04dOn36NG3cuJHOn9eUotauXZu6d+8upoYzDn4AnK1iKic71+WDm2v39FPAJb+MwiRsS1oznLmdgHEoACphVXCTmZlJfn5+dPToUerVq5c4AbhOFZvrBzf/KvRr4dUJME+qkBux8ABd/bgvvlUAKmBVcOPl5UWVKlWi7GzsXYNr8fEsLnJTXDk/xbji58R7PcSKFBpHWu7PozepX5Pyup5cAOCerE4ofuedd2jSpEl0//59+xwRgB14exZ3+Wq2lh9t1p1/q1dtMU/K3xs5JPkZ2U7f8+bNP47ToWsPqOkHm2jp/ii7/awAwLGs/s/4zTff0MWLF6lcuXJUuXJlCggIMPj84cOHbXl8ADYtB8/Kds1tqfQsw9XSyiGGf3dgXufapWn+f1fEeU4sn/bXKYpLyaS3V56gp1pVwrcOwA0VaPwCWKZuWdN+QOAYnh6aLYjMbNdcufn3nGGuTUSQj8OOxVVX7aTcq2M34h16PADghMHN1KlT7XMkbsC4wZpSwzVwjBsPNFOhz99JpKaVXG/m2ZhfDhlcDi+JJOKCBDfIsgFQB6tzblhcXJzodzNx4kRd7g1vR928eZPUDLGM85v212lydT8ObUEVQ/wdfRguw1s2zTY5A8UQAGpg9crN8ePHqVu3bhQUFERXr16l0aNHU0hICK1cuZKioqJo0aJFpFbGE6dLl8TWgbNxxRe3hLRM3flvBjelbvXKOPR4XLFSDgDUxeq/+nHjxtHw4cPFiAUelinp06ePmAiuZsabUB8/1shBRwLGwmWB5sWYJJdJIm4ybSM1em+j7rpG5Us59Jhckbmp6eVL+RX5sQCAkwY3Bw4coOeee87k+vLly1N0dDSpmfHKDf55Oo/nOlXXne82619yBYt2XxNVPXLlSiHXxlrm/g7l0+IBwL1Y/eft4+NDCQkJJtfzKIbSpUuTmiHnxnW2Jq7fNx1j4GyOXH9gcp2nLH8ELFO8eDF6rlM1k+uLIb0YwG1Z/Z/ykUceoWnTpolRDIy7fHKuzYQJE+ixxx4jNdt3BY0NXSW4uRCTSM4sKzuH1p1Q90qoLb3YuYbJdVEuEOACQBEFN59//rmY+h0eHk6pqanUqVMnqlGjBpUsWZI++ugjUrMjUfp32s91NH2nCM6zZZjp5M38Zm44Z/C7xGMW3ulT16HH5MqC/LwUr7/xAAEOgDuyulqKq6Q2bdpE//33Hx07dkwEOs2aNRMVVGqXIxvKWAbDDJ2Kcem0M/x8uA9SSkY2Bfjo/wx/2XuNDl97QKuO3DRoBnlmWi+Dfi1gG/3n7KaDk/G/y9nxNjL/zRr/DcSnZNLdpHSqEV7C5GumrztDv+69Rv+81oEqh6Kjt9oUeDBNu3btxAn05EMZB6Gtu1Mx3pbKdoIZU2+vOEErj9ygpWNaU/PKIeK6d1efNLldcIA3Ahs7iU0yHEYKzmff5Xs0cN5eUfG4/x3DQLTjp9soPjWT1r/egepE6DvC34pLpXk7LovznT7djmnwKmTRW8GlS5dafIfXr18XqzpqJN/o8PNWLj8Fx+C2+3IZWY7fllp28LrYHpv/31Vx+UpssuLtIqtqAh8onEUjW+Fb6II+26jZoo1JTKfhC/brro+6lyICG/b38dvi4/4r9+nVJUdo5vqzDjpacKng5rvvvqO6devSzJkz6cyZMyafj4+Pp3Xr1tHgwYPFFtW9e/dIjTBuwXlx4ruco2dMyX9XTt/SVB/e1I6IMIYmdLbRsVZpWvxspI3uDYpKFdmW0nbZjDVetZFILROe/H4PrTl2i1YfvWVwH+ei8y8gGLFgPzWYuoGyZekF4ObBzb///kuffPKJyLVp0KABBQYGUs2aNalhw4ZUoUIFCg0NpZEjR1KlSpXo5MmToqJKjVAK7rz8jVbSHB3c/Hte/09aWrGR3oXmF5hBwbWpHkoLR7QsdGBqPKUd7Of3QzcMLld5+29xkuOE+y83XzB7Hz1n78jzzWdSehZtO3dXfPx+xyUbHDW4TM4NByx8io2NpV27dtG1a9dEtVRYWBg1bdpUnIqrvCsW4n3nVTO8BA1qVZGW7L8uLn+64Rx1reu4MQZXFbagUjKyHHIsasKBYufa4YW6jzeWH6O1J25T97plaEKvOlQpFHO+HG3hbs3Wbn6tOlpXC6ULdxLpjd+P0fEb8fRq15o0rnst2n0xVne7H3ZcVmwdAG6eUMzBTP/+/e1zNC6upG+B87OhCF7UZgxopAtuzkYn0pu/H6NPn2js8ORzCVdOgfNbqa1k+/vEbToc9YCWjWmDAMfGztxOoN5f7qTXutYs1P3MerIxjVt+TJyf8udJ6tekvHhjI/lqywUa2a4KjfnlkO660BKYCegO1L3UYmPNKgU7+hCgEMvdRelOgmGVDi+ZJ2PlxiWEBnjrzt+OT6NBP+x1iY7XroQDG/blFvNbTezHoS0MLn89qCmd+7AXHX+vB12a3ocGNKug+9z5O0kGgY3kyPU4g8uda6m70767QHBjh22pemX1JYngXLhnjDMIDzR8d/iKqPAw/cfbv0m5IjwqdeL8q883nqM7CWkW3T4tU7PC9vvzbahaWADdjEulp+btRUNAG+EqKGOcU1MxRD8j7NdRkTR/eAvqVq8Mffp4I90qzcONy5GPpwcF+nqJr2GlZUNzlci3pFhICX3wCq4LwY0NSQlryP90XlMfrkfOwLgyaq22lNXY+/0aFNERqcsYWQfxmu/8Q19vvUiR07dY9Deeqg1uKof405IxramqLMDhj1A4dxJNg0yuYFowvBW1rR5K3w1pRu1rhlGXOpqcuSdaVKQLH/U2WKWRWzLatEJuzuBmuvM/7Lxi+LmtF3XnP/r7tBi0ay7ZH5wXkkTssHKD4Mb12vAXNe5EbE6rKiE0a2Bjpzped8NJpFKTN2tkZOeQVCns661ZIVgyujU9NW8PXb2XQoPm7RVNGcuZmUQOyp3debgpj8Lg94fjf9fkyMi1rBIsuhAvHt1a8VvolcdAWaXuxD3rmy8mSM7INqnG2nz6Dj3WXDl4AjcJbtLS0sjXV7l1/e3bt6ls2bKkWtp/epg27LxKyEYdSB1qw5wsgfCn4S2opC+CGnsqaO+gtEx9Irifl6a9QESQr1jBGfj9XjGMk3NwOMApG4QAJy9cTt/yw82UkJZ/leCH/RtSQXHg06pqiGjwxw6/25088wiGlPx1/Ba1qxEmftbgGqz+C+cmfUePHjW5fsWKFdSokWbvU61ytdENVm6cl/H++7IDmuqponT8hj6BcXSHqiafR2BTNNVzvl7W/fs7ej2OjmmTTz2LFzNYLeBAhgMczgu5di+FBv+wj6LjLcvhUQv+/rX7eCuNXXaU1p+Mphd/PZxvYHP14750ZUYfqh1RslCPvfy5NmLriu8rRJsQvm9SV93nOV9nx5sPmf16bh7YesYWOnRNEyCBGwY3nTt3ptatW4umfiw5OZmGDx9OzzzzDE2aNInUTOoRhZZrzst4+doRgegj3+jHk4xsX5V+Q9dch5BWXiyRmJZJ/ef8R0Pn7zf7teVL+YktqgrBfqIx4+Af9lKMhUnKasDfP85J4qGwz/96iLacjcnz9kMiK9m0iSX/7cvviwdxcsBzbGoPka9jSb+in3YZ5ufIk8y5O/KyA1E2OVZwQHDz7bffilWa2bNnU4cOHahx48ZiJWf//v00duxYGxwSgP1IFRSSy3eV5znZ0p5L98SL4rV7yYrbZLzcze8cGSdLQtHw9zbdlTfXep9LvuUS05VXHCoE+4sAhwOdy7HJ9BQHOAoJsu5e7SR1EeYXfZ7c/SA5w+r7ea1b4XrcWBrwyPPapIBKqas5W3ciWrEqjpOOedtrwooTVHWiYb4OOEaBNp579+5NAwYMEAMyo6KixCoOj2VQO113b+xLuYw/iqDXDedg7Dh/V0wnNq66kF5g+Z0jL8H3bqjinLUipvTiZYsu0RVD/DVJxUG+InjmJOO7ieqZPj5ljX6y/WPf7abG0zZS0w82WfS13KeGx2P89XJ7Ci9Z9Pktk/rUFR9bVA6m09N6iZ45xkYsOKBLMuacPa6guyGrfuTXgY2noovwqMEmwc2lS5eoTZs2tHbtWtqwYQO99dZbYiwDf8zMVHe5nC62cfBxgPP6Zc/VPFeSoOhciEkyuS45PVuXH8IVUFKOjbVz4zjA4RycskG+dOmuZouKXwjVIECWtH9KOxTWUn0blhXjMRpWCCJHHTu/yfjjhbbiMvfMebt3HZPfG16VenbRQWrx4Wb656RpILNkP7anXC64adKkCVWtWpWOHTtG3bt3pw8//JC2bdtGK1eupFatWpGaoc+N67F3w8VD1x4YXL5+P1WXryFtRYHzkLpET/3zJO29zNsMx8XlrBzrB61yCTJvUUVwbkdMEg35YR/dU0GAs0HhxT6vRpq8UrP2lfYiqOCScGeTXzLzi78dNrkuv8aB4KQ5N0uXLqVSpUrprmvbti0dOXJEVFKpGVZuXE/vBhF2vX+l6gqpqq5llRC7PjbkjRvCGUvRrtwcuxGvm0HGMrMNl25GtTetclNSJSxArOCEl/Shc3cSaciP++h+AfJPXEmWmbwlNqhVJXr/kfoG19UqU5IalHfMSo0leBzD9Ecb0thutSz+muUHHTfaBQoY3HBVlJKSJUvSTz/9RGqmq5ZCzo3LrNZE27GahZuTTV931iSwydAOzfQuYK8VsI1FI1vRyw/VoCYV9W/UOCeKhzYqjWiQe6plRYsfp6o2wOF38xwscYBTkARbV1cm0Ife/V9d0XNm87hO4u9wYu86Tt/wkP+fD46sRKMU2jbkZe3xW3Y7JrBDE79Fixbl+UtgLvhRB22fG0cfBuTpjxfa0BNz94h8gCyjd+S2dE1hmCI3gZPe2Hpb2UgMbIsbuY3vWVuc+n2zS6zWvPDbIUo06r3CVW5jFh0sVK5U9dIltJ2M94rgiQOcxaMjqZS/OuYYrXihDTWvrF+p5G7D617rQK7cAFQJ986Rxni8vPgI/a8RZsO5THDz2muvGVzmJOKUlBTy9vYmf39/VQc3+pUbRx8J5IUrlLgagoMbDw/b/LB46KL0T23B8Jb0UJ1wylHIQl1zTP9uzteKPitgX1LVmnFgwzgQfpCSWehEcH5BXzomUgQ4p28n0NM/7aPfRrWmIH/36UZtbkWqZpnCNeFzFpP71qUP/z4j/n80qxxsMsKDe+cUpI8S2J7Vbx0fPHhgcEpKSqJz585R+/btacmSJaRm+pwbRDfOjvuRsBQz/Uqs9c4qffnriIUHLKqwsbZDLtiPZx5BboxCGXdBq9xqhJcU85FCA7zp5E1NgGOroYxc0JCQ5tiKVeN+QGxQq4piBpc7eLZDNV01FecKyX32hKZAoGud8HznV4H92eS/a82aNenjjz82WdVRb58bBx8IWFyumqRNIC2skr6e+eZpGENulvPYeSHWqtsXZtWNXxQ5wOExACduxtPQn/bZJChp/8k2avTeRrpwR5MEXZQ4sOLRCn2+2qm7bmibyiLf6IVONcgdGa/MPK4drNmhZpj4uProLUqy0ZsnsJ7N3jp6enrSrVvqTqDSzZZy9IFAvgJ8NP+Ykm30z6dSiGnr9nRt4rCSjrVK2+RxwTakeUOWKuywVS4v5rEbwf5eItdn6E/7xYiHwuDRBqz7FzvIHsHLr3uv0Tlt9Zixw1EPdI8vmdavAW0b39misQauqJGZXjzybcbvtl8swiOCQuXcrFmzxuSXnqeBf/PNN9SuXTtSM+TcuA5uzmXJ6oqllDrbcuM2cxYOb2mTxwXbmPt0czEbqChxv5ffnm1Ng3/cK5oGDpu/nxaNirQocdWYVIFnL9vP36XJqzVbr7wtw3g7TRpdcCtOXSMmpEaNHLydvpVAnWrr36zUDNdvV0XHu39fI2dl9V9R//79TZbWS5cuTV26dKHPP/+c1Aw5N66Dpzrn15PDGldiDSujeEUoJUN5y2vm442cslmZmtUML+GQx61XLpB+HRUpqqcOR8XR8Pn7aeHIVlYHOOlZhr9rvM1lyzyXfZcN+zXN23FJtDloXS2EetaPoA/Wnjb4/MWPepMa8LYbn+S4p5H8/8w3Wy/QZxvPG9zmxHs9qKSb5CG5zbZUTk6OwSk7O5uio6Np8eLFVLasuufioEOx65CqpMwNSrTW7XjDJfm3/tB0tpVXynwxsDE91qwCPdq0vE0eE2ynlAMrlriBHQc4gb6edPDaAxqxYL/V26XGW6Bzttp2O2T/lXu689my/k3cxfn9v07r2hvIy+zVKltWSbDs4HWTwMZcV2OwLfX+BtoRSsGdn0cx267cGL/T/vvEbYPL/A7u0aYV6PMnG4tJxOBcHJ3czbOUfn02UiSmH7j6QFTcWTPE0zi44RwYW7xR09+fZsYWW37weqHu291ZUgLOW1lgXxatfY4bN87iO5w1axaR2nNukFLsMttS2QWYGaQkr+RheSUFuI5udcNp85mYInu8RhVK0S+jIumZH/fR/iv3aeTCA7RgeCvyU5hebizVaAuUA6SCOnEjnh7+ZhdVDvWnf998yOTzE1eeMPu1XeqE0xs9LB9T4I4sacxYQaEAARwQ3PDcKFd49+M01VLq/ja4BKlPia22paSETi+PYiZziNiIdta1bgfH8yxe9CtsPApi0ahW9MxP+8WWz6ifD9BPw1rmG+CkZdqmpQHjwIZdu5di1X3zKIUxHaup/nWAHZ3SnZ79+aDYZpTUKlOCzt/RTKLvqC0XB/ux6K+Xp35bctq6dWuBDmLOnDlUpUoV8vX1pcjISNq/f7/Z2/7www/UoUMHCg4OFqdu3brlefuilF/TNnC+pm22Cm7StAmdUqdbuS1vdCpw0zcoOo2NSnuHt6vikG9/00rB9PPIVhTg7UG7L92j0YsO5htg2Gp7Vck9C+dglQ/2Q2AjW73hRn8bx3bUDejt10Sfa+fuw1OdgcVvTS5fvmyyD2sLy5YtE9teU6dOpcOHD1Pjxo2pZ8+eFBOjvBy8fft2GjRokAim9uzZQxUrVqQePXrQzZs3ydEwONN1eGjfldvqRSEhNctsvxueKwTOb8rD9cRHznvZ/05Xal3NdGp4UWleWRPg+Ht70K6LsfkGOFkKLQ3af7KVVh0p/HTqA1dMJ9srqRaG33Olho1cOv/d081ppGz19l4SghunCW64C/Hdu3d1lwcOHEh37twp9AFwjs7o0aNpxIgRVK9ePZo7d66YUTV//nzF2//222/04osvUpMmTahOnTr0448/iqqtLVs0c30cCQ2KXTHnxkbBjbYB22tda9rk/qDo8WDHda92oF0TulB4Sf2MIEdpUSWEFo7QBDjcQXnML4fMBjhKW6E3HqTS2GXHCnUMMQlp9Pqyo4qfG2+UW8Nl7WAeby0+16maOO/tiaICe7P4O2y8arNu3TpKTk4u1INnZGTQoUOHxNaS7oCKFxeXeVXGEjy0k4d3hoToJ87KpaenU0JCgsHJXlAK7jqkbSJbrNzwu2Yp58a4G+vcp5sV+v6h6PALtNSYzhm0qhoiBrFyBc6O83fphV8PmfS0sWWQzrh3je7xtcNgWdvqoQbbqy90rkE/Dm1BFUP8RJsDyJ/U4C/ORvPEwDyHho+xsbGiT06ZMoYDxvgy986xxIQJE6hcuXIGAZLcjBkzKCgoSHfibSx7wcqNOhOK5XfhY/SOrFcDdfd+cnWc4OtokdVCaf7wlmLQ6rZzHOAcNglwMi2o+ntn1Qmq8vbftM6oTYExc83lOP9HWvGU/oa61StDO9/qItocQP5KaQPn+BRsSzlNcMOVUMbVUI6ujuJhnUuXLqVVq1aJZGQlEydOpPj4eN3p+nU79miQSsFRLuUywU2mDdrW58hWNUMLOXMInC8PZ0hkJdqkTQxlDcoX/fZLm+qhNH9YSxE8bz0bQy/9ZhjgZGm3pZQmzcenZNLOC3fpt31RBg3keKWZV4PuJKTlm78jkQc3YL1AbXDD88TMfZ/zGwlzNjpBjOuAvFnc45v/EIYPH04+Ppp/3mlpafT8889TQIBh6+mVK1daepcUFhZGHh4eJrk7fDkiIiLPr/3ss89EcLN582Zq1KiR2dvx8UrHbG8YnOk6ArRVTclWNEozR75jW0xbEjvjH00HV3BtzSoFi5O0XcPl2U+1rOSQY2lbI0yUhXN5OPff6ThzGw1rW4UGt6qke6EM8femW/GGwUrjaRsV72/LmRh6dtFBKunjSSfe7ymu4/vh1SEl3eqWoQNXObnYdmXnarb5zB2TlV2px5B8hhfbc+meyNNpVqkU9Zqtmby+862HxHwrKOTKzbBhwyg8PFy3vfP000+L7SD5lg+frOHt7U3Nmzc3SAaWkoPbtGlj9utmzpxJH3zwAa1fv55atGhBzgKDM12H9A6Xt5TyeqdqTVDLihcrhtUbN8VbQ38830YEE47SvqYmwOH5RXcS0mnm+nPUZsZW+mabZtxCSAnLppvz9tRYbaJwYnoWfb3lAnWb9S8dvxlv9mum/K+emGIOBde0UimDxp+8aPDv+bsUk5gmGjFKgY18BWf25vM06Ie99Nh3uykuRZ+r0+fLnZRjxxYAqlm5WbBggV0OgMvAOXDiIKVVq1Y0e/ZskajM1VNs6NChVL58eZE7wz755BOaMmWKmGXFvXGk3JwSJUqIkyPpf82wdOvs5NUKGdk5hZqFI///gh1J98U9jLiCydE4wOGKrrXHb9GPO6/Q6dsJdErbzj/Y35tmPdmYxi3Pv0qKgxrJ55s0848GfLtb8bZfPtVEJMvPGdKMxi07Rm/2rG2z56Mm8tErry09StPXnRFBKlv7SnuD2/Lg3SC/4jR78wXddZvO3DH4+R25/kBU+YEph9ejcUk5bzFxwMLl3UePHhUrMlKScVRUFN2+rU+A++6770SV1eOPPy4GdUonvg9Hw8qN6/CW/ZORKp1skXPDKzeRVTX/bNC4D+wZnA9oVoFWvtjWJCeGr7c1qQFd/XJBtGFsR5FIDIV/YyUFNizVqMw/UdteQj6rynggLwdAUMiVG3t6+eWXxclc0z65q1evkrNCzo3r4JUazo3kVZfCBje5si/n++R98B1vPkRBWMIHO/P18hATzaXtCjVP43YVnz3RmF5dYjrS6KTRlmBSepZIGjcOeuR4Vad9jTAUsSjAX4INYeXGNd9B5Tf00tqVG8ZL+M7ULwXcVxlZw0GebQbOrVyQcmXv+3+dNrj8IDmTft2rqXAz59C1BzR1zal8HzM9K5se+WaXaAegFghu7NLnBv9gXGlrinNubBXcIOcGilp4oI9dh32iQZ9tKc2fU3L8Rpxiab+xRXuu5Tsaac+le3T8RrxoBzDNKIhyVwhubEn7C4YXONfgo93LLnzOjf48ehxBUSsT6GsyEJZnUxl7vLk+F4ervhaOaGn2Pp9qqW92igZ9tmVp/MntJMz9b6oQ7GdwucPMbdTqo83aUn1T8ryd+f9dITVAcGOPlRss3LgEqZtwfhOXLc21Qn8zcIQyBis3mn8+Pw1rQY821U+hZq920c898/H0oM61w6mK0bgQSd9GZSki0Fd8BNuyZpCu8VaVJCTAm57vVN1gjlhMYjo9MddwbNHGU9G0/mS0Kt90OUVCsdvl3GBbyqWCm8Lm3Eg/dynfBqAolSvlZzLtvpS/N30xsInoqzLlT01Ohq93cZN8s19GRYp3/cZ4cOh/b3dBxZ+dysEvT+8jtrM5ATwuJYOaTNtk1X1wPt/bvevQ3H8vmb1Naka2GLbKvhtiOOPuwp1EqllGM+fKXWHlxoZ0+554jXMJUqm2PGemIKSvR3ADjtBfW6bN9l25Z/C5J5pXpGphAfRkiwoGWxNKgdHTrfXNCXkSOVoZ2E/x4sV0lW0ciM4ZrA8+etXPuzs/23tZ83PuWifc5HPX76eIj/LxHLFJ+pJz1v2LHbrz3ByQGzjml7fjarByY0MYnOlapBW2wv5NSzk3WLgBRwjw0f8bv2M0esHP24O2vNFJbEvIZxZJATkHMO8/Up8OXntAr3WtRbsuxIqE1wgzFT1gH7z916dhH1HckJCaRetPGQ6OfrhxOfrr2C3d5UztLLEtZ2NM7otX4q5+3Fd3G5as0A+Hu1RveL2jqLhiB64+EFPo3QVWbuxAjfubrkj6MRU6uNFGN1i5AUfhDsL8+/zVoKZm/x/xdohUfVMlVD8TkOdTfT2oKZUu6UNb3+hMf7/a3qCTLhQN/jlxLhT/HBYMN0z2fqh2aavvL1MWzH4p63Ist1+20nc/2XB1x9Vh5caGorTLgeAapH/6hd2WQn8jcDTuIPxI43L5vrE6/G538Y6eV3TMbZeA49UsY5h0bPxjlUY1lC/lRzfjUg0+V0k7TDNTFtyYawR4JjpR9hiaB7mbmE7xqZlUI1xzDFH3UuilxYfp2Q5VdZ2qXQHCczuUZHKyFjg/6f94oYMbXbUUXhjAuVeMecsJzSWdHwctctuNJrU3KB+kOI9KepP9/C+H6Epscr6PkykrpvDQ/v60/GizyMG5pQ2a+n/7H524GS9mYbkSBDc2JL1GNtT+4oFzk4KRwqbRIecGAGwdqHLejKRbXf0sr6kP19OdDw7wpkBf0w2Y9aeiafiCAybXG/c/+v3QDYPLdxL0OVuntcNY7ydnkCvCtpQNoWrGVXNuUC0FAM5nyv/qiVWTvg3Lij4256ITaFibKga3OTi5O3255Tw1qRhMoxcdzPP+XuhUXbQHaP7hZpPPPWv0tXx5z8Qu5KoQ3NiQ9CJphw7oYMdl/MImFOt+7tiVAgAbGtm+qu78KNl5Oe5Z9GbPOhRtVCmnpKSvJ4WW0Dd9zE+bGVvzvc2yA1F0+FocTR/Q0KnaByC4sSH99oTz/IDBvGIK4xMKQvp65NwAgKP4+ygnict5aZs32tKEFZphnA/VCadeDfLv0VNUsMZgl20pW94r2EtxG21L7TivSfZDTAsAjuKv0KTRGFdCFVQpfy+T6+Q5OncT8185KkpYubEhvIN3LdJKS0FXbri/zaxN5+mbbRfF5TbVw2x5eAAAFpM6HuclrRBz9EIDvE2u6/3lTt35c05WJYyVGxvS515g6cbdE4oT0jJF8p4U2IxoV4U+fbyRrQ8RAMBmmlQsJT6ue7WD1V+bJXsX+NwvB6njzG0GlVTrThh2VXY0rNzYYVsKsY2LJRRb+XWX7ibRmEUH6dLdZJHM9/GAhjSgWQW7HCMAgK1U1namrh1h/dDMa/dSxJu69Mwc2nDqjsnnna1kHCs3NoRtKVdNKLY8vNl2Nob6f/OfCGzKBvnSH8+3QWADAE7dBNB4MGpBq5om/HGcTt6KJ1eA4MaGkFDsok38LIhteOtqzraLNPLnA5SYnkUtqwTTmpfbU6MKmmVeAABnUTUsgLaN70zv/k/f8E9pKry1/jkZTSH+prk3jN/sORMENzaknzGEnBtXIP2Y8lu5ScnIopcXH6FPN5wTP+MhkZXot2dbiwF3AADOore2FPvp1pVEgBMpm/Ldvqbh8M28OunPzCN/0HgUhC2DJ1tCcGND0nRoxDauwZLE7+v3U2jAt7vp7xO3ycujGE1/tCF99GhDkWsDAOBMPn2iMa18sS31rK8JcuT/p+SBDnvvEf2qjjHvPCqvvth8XvH6DNmgTmeA/9A2hJwb91q52X0xlh75ZhedjU6ksBI+tGR0axocqd+3BgBwJiV8PKlZpWDd7oG8fNvTKM+meeUQOj2tJ43pWM3kfpIzsgwu96inmW3Vrkao2cfOkA3hdAaolrIh5Ny4FukfQE6OaX7Ngv+u0kfrzlB2Ti41rhBEc59pTmWDTJP0AACcVWgJH5r7dDPy8fRQ7IPDU+JHd6hGNx+kUo/6ZXSTv4ON8mra1wyjjafv0H8X75l9LGdbuUFwY0Poc+OiHYqNmly9s+okrTismZY7oFl5sRXl62T7yQAAlujVoGyen+fcwTlDmonXLym44XwdOV/P/P//xaVkUmZ2DnlZ0EywKDjHUbjbbClHHwgUqBScB88NnLdXBDZcKsmVBp8/0RiBDQCoYiV7eNsq1KdhBNWJKEnBsnELPl6WhQpva+dMOQOs3NhQrnYNANVSrkH3c8olOnTtPj33y2GKTUoXM1TmDG5G7WpgnAIAqMd7j9TXnecteYmPhQUU/MYwJjGNFgxvadE4CHtCcGNDhZy/CA5aufltfxSdvhVPmdm54h3LvGdaUKVQf/w8AEC1sg2CG8u35XdeiKXTtxMc3gMM21I2JP0qoBTcNUg/p2PX40Rg07dhWVFGicAGANQuOUM/ZNO49cXjzfXjZp5tX9X0a9MLPqDTVrByYwfFkHXjEuqWDaTNZ2JEYvEbPWrTi52rY0sRAMCI8Rt23qZa/3oH2nvpHg1tU4WytRWmkgcpjp8zheDGhrAt5VrGda9FA1tWFGWPAT74UwAAkPh7e1BKRrZoXmq8xcS5iXUiAsWJvd6tlkFws//KferTMO8qLXvDtpQdYFvKdRKKKwT7I7ABADDyy6hW1LxyMK14oa1oDnjuw166zwX66iupWEmjN4dSWxRHwttVm9JWS9n2TgEAAIpU88ohIrCRJxVzwLPlTAxN7FPH4LbFjbofJyHnxr04QbAKAABgFx1qlhan/CSmZZKjYVvKDrAtBQAAarJoZCvd+aR0w9lUjoDgxoawcgMAAGrUsVZpmj+8hTi/78p9Rx8Oght7QIdiAABQG19ts78gP8OEY0fAyo0dxi8AAACoTUSQr/jIAzQdDcGNDWFbCgAA1CpAWxKenJ7l8HJwBDd2gIRiAABQa3CTk2s4vsERENzYY7YUOt0AAIDKBHjrB2w+SHbsCAYENzaEbSkAAFBzMU1ogLc4n5zh2HJwBDd2gG0pAABQoxK+mq2ppDQEN25XLYXxCwAAoEY+npo1kwwHV0xh5QYAAABswqO4JqzI5qxiB0JwY0vanyW2pQAAQI08tUM0sxDcuA9USwEAgJp5SMFNNlZuAAAAwI1WbrJzkHPjNqSOjNiWAgAAVa/c5GDlxm1gshQAAKiZp4e0coPgBgAAANyoWioLOTfu16GYuzQCAACoN+cm16HHgVJwAAAAsAmUgrt1KTgAAICac25yHHocWLmxIVRLAQCAmnlIOTfYlgIAAAB34ImcG/eDbSkAAFAzD/S5cV+olgIAADXy0ubcpGci54bmzJlDVapUIV9fX4qMjKT9+/fn+c37/fffqU6dOuL2DRs2pHXr1pFTQBc/AABQsQBvT/ExJTNL3QnFy5Yto3HjxtHUqVPp8OHD1LhxY+rZsyfFxMQo3n737t00aNAgGjVqFB05coT69+8vTidPniRHy9VGN2hzAwAAauTtqQkrVL9yM2vWLBo9ejSNGDGC6tWrR3PnziV/f3+aP3++4jfuyy+/pF69etGbb75JdevWpQ8++ICaNWtG33zzDTkLlIIDAIAa+Xh6iI8Z2SrelsrIyKBDhw5Rt27d9AdUvLi4vGfPHsWv4evlt2e80mPu9kUlPSubbjxIdegxAAAAOMPKjaNfDzWbYw4SGxtL2dnZVKZMGYPr+fLZs2cVvyY6Olrx9ny9kvT0dHGSJCQkkD2cupVAx2/Eay5gXwoAAFTIRxvc7Dh/V905N/Y2Y8YMCgoK0p0qVqxot60o/qGWC/Kl1lVD7PIYAAAAzqxdjTAqG+RLkQ5+HXToyk1YWBh5eHjQnTt3DK7nyxEREYpfw9dbc/uJEyeKhGX5yo09ApymlYLp3Ie9bX6/AAAArqJ2REnaM7Grow/DsSs33t7e1Lx5c9qyZYvuupycHHG5TZs2il/D18tvzzZt2mT29j4+PhQYGGhwAgAAAPfl0JUbxqsqw4YNoxYtWlCrVq1o9uzZlJycLKqn2NChQ6l8+fJie4m99tpr1KlTJ/r888+pb9++tHTpUjp48CDNmzfPwc8EAAAAnIHDg5uBAwfS3bt3acqUKSIpuEmTJrR+/Xpd0nBUVJSooJK0bduWFi9eTJMnT6ZJkyZRzZo1afXq1dSgQQMHPgsAAABwFsVypVHWKsE5N5xYHB8fjy0qAAAAN3z9dvtqKQAAAFAXBDcAAADgVhDcAAAAgFtBcAMAAABuBcENAAAAuBUENwAAAOBWENwAAACAW0FwAwAAAG4FwQ0AAAC4FQQ3AAAA4FYcPluqqEnTJriNMwAAALgG6XXbkqlRqgtuEhMTxceKFSs6+lAAAACgAK/jPGMqL6obnJmTk0O3bt2ikiVLUrFixewWXXLwdP36dVUM51Tb82V4zvg5uyP8XuP32plxuMKBTbly5ah48byzalS3csPfkAoVKhTJY/ELvVpe7NX4fBmeszqo7eestufL8JxdQ34rNhIkFAMAAIBbQXADAAAAbgXBjR34+PjQ1KlTxUc1UNvzZXjO6qC2n7Pani/Dc3ZPqksoBgAAAPeGlRsAAABwKwhuAAAAwK0guAEAAAC3guDGjB07dtDDDz8smgVxs7/Vq1cbfJ5TlaZMmUJly5YlPz8/6tatG124cMHgNvfv36chQ4aI/gmlSpWiUaNGUVJSksFtjh8/Th06dCBfX1/RCG/mzJnkbM83MzOTJkyYQA0bNqSAgABxm6FDh4pmiK76fC35Gcs9//zz4jazZ892++d85swZeuSRR0Q/Cf55t2zZkqKionSfT0tLo5deeolCQ0OpRIkS9Nhjj9GdO3cM7oNv37dvX/L396fw8HB68803KSsri5zxOfPP6+WXXxb9r/hvuV69ejR37lyD27jSc54xY4b4mXGjUj6O/v3707lz5+zyfLZv307NmjUTSbk1atSghQsXkiPk95z57/SVV16h2rVri59xpUqV6NVXX6X4+HiXfM6W/Izlr1W9e/dW/N13ledbIJxQDKbWrVuX+8477+SuXLmSE65zV61aZfD5jz/+ODcoKCh39erVuceOHct95JFHcqtWrZqbmpqqu02vXr1yGzdunLt3797cnTt35taoUSN30KBBus/Hx8fnlilTJnfIkCG5J0+ezF2yZEmun59f7vfff+9UzzcuLi63W7duucuWLcs9e/Zs7p49e3JbtWqV27x5c4P7cKXna8nPWMKf5+dVrly53C+++MKtn/PFixdzQ0JCct98883cw4cPi8t//vln7p07d3S3ef7553MrVqyYu2XLltyDBw/mtm7dOrdt27a6z2dlZeU2aNBA/M4cOXJEPGZYWFjuxIkTc53xOY8ePTq3evXqudu2bcu9cuWK+Nl4eHiI5+2Kz7lnz565CxYsEL9vR48eze3Tp09upUqVcpOSkmz6fC5fvpzr7++fO27cuNzTp0/nfv311+L7tn79eqd7zidOnMgdMGBA7po1a8TvND/vmjVr5j722GMu+Zwt+RlLZs2aldu7d2+T331Xer4FgeDGkm+S0S9FTk5ObkRERO6nn35qEAD4+PiIFy/Gvwj8dQcOHNDd5p9//sktVqxY7s2bN8Xlb7/9Njc4ODg3PT1dd5sJEybk1q5dO9eR8nqhl+zfv1/c7tq1ay7/fPN6zjdu3MgtX768+CdSuXJlg+DGHZ/zwIEDc59++mmzX8O/515eXrm///677rozZ86I++Kgl/E/yeLFi+dGR0frbvPdd9/lBgYGGnwfnOU5169fP3fatGkG1zVr1kwERO7wnGNiYsSx/vvvvzZ9Pm+99Zb43hn//vALr6MZP2cly5cvz/X29s7NzMx0+eds7vkeOXJE/P+6ffu2ye++Kz9fS2BbqgCuXLlC0dHRYitKwkv4kZGRtGfPHnGZP/I2RYsWLXS34dvz+Id9+/bpbtOxY0fy9vbW3aZnz55iefHBgwfkzHg5l5c5+Tm66/PlOWTPPPOMWKqtX7++yefd7Tnz8/3777+pVq1a4hh5mZp/p+VL2YcOHRLblPLf/Tp16ohlfvnvPm9hlilTRncbvj+eW3Tq1ClyNm3btqU1a9bQzZs3xRL+tm3b6Pz589SjRw+3eM7S1ktISIhNnw/fRn4f0m2k+3Cm52zuNryd7Onp6fLPWen5pqSk0ODBg2nOnDkUERFh8jWu/HwtgeCmADiwYfJfCumy9Dn+yC8OcvxHxL988tso3Yf8MZwR79dzDs6gQYN082fc8fl+8skn4jnw3rwSd3vOMTExIv/k448/pl69etHGjRvp0UcfpQEDBtC///6rO2YO1KSg1tzvvqs8Z/b111+LPBvOueHnxs+dXxA4KHX158wB6+uvv07t2rWjBg0a2PT5mLsNvzimpqaSMz1nY7GxsfTBBx/QmDFjdNe56nM293zHjh0rAvd+/fopfp2rPl9LqW5wJhQOv+N78sknxTvc7777zm2/nfzu9ssvv6TDhw/bbXq8s+F/koz/GfI/RtakSRPavXu3SLDt1KkTuSMObvbu3StWbypXriwSkDnZlhOQjd+1uhp+HidPnqRdu3aRWuT3nPmFmZNoOaB97733yB2f75o1a2jr1q105MgRUius3BSAtMRnXF3Al6XP8Ud+JyzHWeictS+/jdJ9yB/DGQOba9eu0aZNmwymBrvb8925c6d4PrxUz6sxfOLn/cYbb1CVKlXc8jmHhYWJ58n/9OXq1q2rq5biY87IyKC4uLg8f/dd5Tnzu89JkybRrFmzREVVo0aNROXUwIED6bPPPnPp58zPY+3atWKbjVelJLZ6PuZuw/8XuCLJmZ6zJDExUazMcZXRqlWryMvLS/c5V3zO5p7v1q1b6dKlS2J1Tvr/xbgqrnPnzi77fK2B4KYAqlatKn7oW7ZsMXg3wHkWbdq0EZf5I//z4BUA+S8cvzvmPAbpNvwukYMGCQcNXK4YHBxMzhjYcLn75s2bRQmpnLs9X8614RLuo0eP6k78Tp7zbzZs2OCWz5m3Kri81LiklPNPeEWDNW/eXLwgyH/3+fYc/Mh/90+cOGEQ+EnBsHHg5Gj8c+ET50nJeXh46FayXO0586oqv+jxizf/PvL/KzlbPR++jfw+pNtI9+FMz1n6H815VPx7zisb3JpBzpWec37P9+233zb5/8W++OILWrBggcs93wJxdEazs0pMTBSZ5nzibxOX0/F5qTqIS8FLlSolykWPHz+e269fP8VS8KZNm+bu27cvd9euXaL0UF4mzFULXCb8zDPPiGqcpUuXirI7R5QJ5/V8MzIyRKl7hQoVRNkhZ95LJ3kliCs93/yesxLjail3fM5cLs2VNPPmzcu9cOGCrvSTy9zlZcRcdrp161ZRRtymTRtxMi4x7dGjh/h94bLR0qVLO6wUPL/n3KlTJ1ERwqXgXPrKJba+vr6i0s0Vn/MLL7wg2lRs377d4G81JSXFps9HKhPmtgFcbTVnzhyHlQnn95y5JUNkZGRuw4YNRSm4/Db8XF3tOVvyMzZmrhTcFZ5vQSC4MYP/0fEvg/Fp2LBhunLwd999V7xwcQl4165dc8+dO2dwH/fu3RMvdCVKlBDldSNGjBD/aOW4R0779u3FfXDJHgdNzvZ8ufeH0uf4xF/nis/Xkp+xJcGNOz7nn376SfTr4Rd47uHDvZzkOIB/8cUXRYk7/+N79NFHxT9WuatXr4reGtzTh3tnvPHGG7qSW2d7znzsw4cPF32M+Dlzmf7nn38u/sZd8Tmb+1vloM3Wz4e/t02aNBEl1dWqVTN4DGd6zuZ+B/jE/99c7Tlb8jO2pA2CqzzfgsBUcAAAAHAryLkBAAAAt4LgBgAAANwKghsAAABwKwhuAAAAwK0guAEAAAC3guAGAAAA3AqCGwAAAHArCG4AAADArSC4AYB88WT01atXO/V3igcCvv7660XyWO+++y6NGTPG7o/D09h5oCcAWAcdigFUavjw4fTzzz+L8zw1OCQkREzFHjRokPicfJhkdHS0GPTp4+NDzoqnsfNASJ74bE/8vahVq5YYOigNFLUXnt7NQxGXLl1KHTp0sOtjAbgTrNwAqFivXr3o9u3bdPXqVfrnn3/ooYceotdee43+97//UVZWlu52ERERDg1s+EU+Pxyc2TuwYT/++CO1bdvW7oEN4wnWgwcPpq+++srujwXgThDcAKgYBywcuJQvX56aNWtGkyZNoj///FMEOgsXLlTcluJA4+WXX6ayZcuSr6+veJGfMWOGwW2/++476t27N/n5+VG1atXojz/+MHjc69ev05NPPkmlSpUSQUm/fv1EgCXhlaP+/fvTRx99ROXKlaPatWuL67/99luqWbOmeNwyZcrQ448/bnZb6sGDBzR06FCx4uTv7y+O58KFC7rP8/Pjx9+wYQPVrVuXSpQooQv28sKrKMZbRfzYr776Kr311lvi+fD39L333jO4DX9fvv/+exE48vHwY+7Zs4cuXrwovj4gIEAETZcuXTL4On6sNWvWUGpqap7HBQB6CG4AwECXLl2ocePGtHLlSsXvDK8i8Ivt8uXL6dy5c/Tbb79RlSpVTHJSHnvsMTp27BgNGTKEnnrqKTpz5oz4XGZmJvXs2VOssuzcuZP+++8/XWAhX6HZsmWLuP9NmzbR2rVr6eDBgyKAmDZtmrh+/fr11LFjR7M/PQ6Q+Gv4WDmI4MHIffr0EY8vSUlJoc8++4x++eUX2rFjB0VFRdH48ePz3Po6ffo0tWjRwuRzvMXHAcq+ffto5syZ4jj52OU++OADEXAdPXqU6tSpI1ZlnnvuOZo4caI4Vj5GDhzl+LF4FY3vFwAs5Oix5ADgGMOGDcvt16+f4ucGDhyYW7duXd1l/lexatUqcf6VV17J7dKlS25OTo7i1/Jtn3/+eYPrIiMjc1944QVx/pdffsmtXbu2wdenp6fn+vn55W7YsEF3bGXKlBHXS1asWJEbGBiYm5CQoPi4nTp1yn3ttdfE+fPnz4vj+O+//3Sfj42NFY+xfPlycXnBggXiNhcvXtTdZs6cOeJxzTly5Ij4mqioKJPHbt++vcF1LVu2zJ0wYYLB92Xy5Mm6y3v27BHX/fTTT7rrlixZkuvr62vyuMHBwbkLFy40e1wAYAgrNwCg9KZHbKOYWxHhlQfeKuKVlI0bN5rcpk2bNiaXpZUbXs3hrRheueEVGz7xVk5aWprBlkzDhg1Fzomke/fuYguMt7meeeYZsWLEKy9K+LE4SToyMlJ3XWhoqDhm6TgYbw9Vr15dd5m32mJiYsz+RkhbQ7wtZoyTseWU7kt+G95Wk56n/Dr+PiQkJBh8HW/vmXuuAGAKwQ0AmOAAgKt0lHBuzpUrV8QWC7/Yc+6MPPclP0lJSdS8eXMRIMlP58+fF9s0Et7ikeNg6PDhw7RkyRIROEyZMkVsn8XFxRX4J8jVVXIc0GkWWZSFhYXp8nksua+cnByzt5GCR6XrjL+Ot8NKly5t0XMCAAQ3AGBk69atosyZc2bMCQwMpIEDB9IPP/xAy5YtoxUrVogXYMnevXsNbs+XOYFWCo44sTc8PJxq1KhhcAoKCsrz58GrMd26dRM5LcePHxdJyHy8xvixjPNU7t27J3J16tWrV+CfOa/y8HPnvJuiwqtZvJrTtGnTIntMAFeHlRsAFUtPTxd9W27evClWRaZPny4ql7iihxNflcyaNUusnpw9e1astvz++++iOogrjyR83fz588Xnp06dSvv379clynKCMa+A8ONwQjGvAm3fvl1scd24ccPssXJSMScz8yrPtWvXaNGiRWKFQ6qkkuOKKr7/0aNH065du8RW2NNPPy2qwvj6guLePxxc8X0WFf4e8VacfPsMAPKG4AZAxbjiiLd4uNqJq5W2bdsmAgguB/fw8FD8Gt4e4pUTruJp2bKlWD1Zt26dQdO/999/X5RMc44JByEcDEkrJpznwpVJlSpVogEDBohVllGjRonVCV4VMYeDJ67g4mou/hru3sv3W79+fcXbL1iwQGx/caDGOT+83cTHabx9ZK1nn31WPDfjrSN74efIQRoAWA4digHApjhvZNWqVaJPjTviIIkTlceOHSu6OdvTqVOnRDDHK2D5bdkBgB5WbgAArAze5s2bZ9DB2V64oSCvfCGwAbAOVm4AwKbcfeUGAJyfp6MPAADcS16l1AAARQHbUgAAAOBWENwAAACAW0FwAwAAAG4FwQ0AAAC4FQQ3AAAA4FYQ3AAAAIBbQXADAAAAbgXBDQAAALgVBDcAAABA7uT/xdRXbxLRpJYAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56705.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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ChZq9/rg4LzJ1To4MDbK67rupHykgMhaTAwAA/cCqH3Bb02ox4nxA86riPCI40G7KxxdTPxXDjVNMV64hUAEA0BuPKtMWFxfTqlWraM2aNXTixAnKzs4WnY7btGlDffr0oZo1a/puS8HvYsKNb5cOdeLNK3KiQoIoM88+ydVbq37YxmOXxfnEebtpRKdaXvu9AACgfG4dTXJycuitt94SgcjAgQPF6p+0tDQKDAykI0eO0Kuvvkp169YV923cuNH3Ww1+ISWzcoE322kZX079XENuCgCAbrk1osIrfjp37kxff/019e3bVyxNtsUjLD/++CPdeeed9NJLL9FDDz3ki+0FPzqbniPOo2TBiZTo6supHwAA0C+3ApV//vmHmjRp4vIxtWvXpgkTJtD48ePp5MmT3to+UIjftp6mS1n5dqMooaZibL4cUQEAAP1y62hSUpAix6Mt9erVK8s2gQK9t/iA+bK8N6CzXBT5qEtZjevTUJzXjA/32u8EAAB18PhrLyfUOrsdIynaLfR2IdPSLkG+0ics2PFbKMzJSEtpNK4WLc6zclGZFgBAb9wOVDIyMkRht8jISKpSpQpNmjSJioosBbi4Gi0n1IL2fPDPQavrhbK6KVIfHlYr3phk+1B3774P0rKNU05Xs7E8GQBAb9wen3/llVdo586d9P3334sVP7wKaNu2baKUfkiIseeLQT4nAJrx5apjVtflBd5CgyyByqCW1ejRHvUoxlSx1ltS03LNl/k9VsFZ8RYAANDviMr8+fPpyy+/pFtvvZUefPBB2rJlixhFufnmm81dlHEA0YcGVSydkoNlOSq14yMoNjzY6+8DeR6MfDQHAAC0z+1AhYMSXtkjSUxMFI0IMzMzRf0ULv4G+iA1I2TBgZagpH2dOJ88nzzfRWqMCAAA+uB2oFKrVi3av3+/1W3R0dFi6TIXhBs6dKgvtg8U5vEb6jltPiifBvKmrvUTzJcLijCiAgCgJ24HKv369aNZs2bZ3R4VFUVLliyhsLAwb28bKNBzNzZ2WtjNV7VTGlUxrvphGFEBANAXt7MeX3/9dTpz5ozD+3hkZenSpSK5Fkont6CIvlmbQr2bVKbGVY3N/5Tmj8e72t0WUME3/X3kOOclKKCCyE8pxIgKAICuuB2oxMXFiZMzHKz06NHDW9ulO41fWSzO319ykI5PGURKkV9oyQmR9/iRGMqpGi2P3BQWF2FEBQBAZ0q1jnTz5s20YsUKunDhgl0BuKlTp3pr20ABMnMLXFabLZYtSZfnq3gbJ+3mFBDlI5kWAEBXPA5U3nnnHXr55ZepUaNGovCbfCkqlieXzpBp60ipLmYZl55HhgRSkINAJED2+ju631tCRKJuodUIDwAAaJ/Hgconn3xCM2fOpNGjR/tmi3SGk0N3nEqzuk1JRc2u5RmrD1/Lt1Qh9keXZCn/BYEKAIC+eHyUCQgIoK5d7ZMqoXSyHQQAjm7zFykwqF/ZUuRNLkhWR6U8ApU8jKgAAOiKx4HKuHHjaNq0ab7ZGh3KcRCU5BQoKFAx5YQ4yz9pUT22XLZDStTFiAoAgL54PPUzfvx4GjRoENWrV4+aNm1KwcGWKqWMe/+A+y6ZckCkTsS5BcUOgxd/yckvdLmi56aWSWL6qkFlS60TX5Ce/1yGpe8PAABon8eBylNPPSVW/Nxwww2UkJCgmFwKteLaKZKIkCDKLchX1IjKvjMZJS49Htqmhs+34/D5LJ/WagEAAI0EKt9++y39/vvvYlQFyu7E5Wvmy+GmnjZKGlFJ4zXBCggQuI/QmsOXUEcFAEBnPD76xMfHi2kf8I6BLapZTf0wJY2opGUbA5XuDRL9uh3S6iJUpgUA0BePA5XXXnuNXn31VXRL9rLBrZOo2FQ77UKmJW9FCaX9WaSDYm/liUvoswKbAoMAAKBtHh99Pv30Uzp69Kgo9lanTh27ZFr0+/HMJ8sPi/OwoEBKuWScBnrqp+10S6skUgJpdEealvIXjKgAAOiTx4HKkCFDfLMlOnTqSjZl5hpX1YQGB1CdhAg6fjmbEqNCSWkjKv4OVKR6LeieDACgLx4HKjztA2V3+mo2jZ2z3WrE4JEe9WjC3N3Uskb51CZxBy+XZmH+DlQCjLOUBeieDACgK0GlaUjIjQg7depkdft///1HgYGB1L59e29un2Y99N1W2n/WuPSXZecXmvNAruUZR1n8bU9qOu1OTVdEoMJNCVkhmhICAOiKx8m0jz/+OJ06dcru9tTUVHEfuEcepLA2NeMowhQM/JdyhYqlzFo/uumztebLuYVFipj6OXg+06/bAQAACg9U9u3bR23btrW7vU2bNuI+cE9CZIjV9Vvb1aDmsnL0f+8+69c/5YxVR62uN67q28qzJUm9miPOkyqG+3U7AABA4YFKaGgonT9/3u72s2fPUlCQf5ewqol8KuXLe9pRQEAFqhRtSaK96OclylMWHbC6Xi3WvwGCFMSh1w8AgL54HKj069ePJkyYQOnpxtwFlpaWRhMnTqS+fft6e/s0KzXNOELAYsKMS7xNpUIErG6xJjVFzPPzFBQAACg8UPnggw9Ejkrt2rVFvx8+1a1bl86dO0cffvhhqTdkypQpom/Q008/TVpXZJN/0sK0ykfeN6lQATkqSsLLt1meaRUSAADog8dzNdWrV6ddu3bRDz/8QDt37qTw8HC677776K677rIr/ubJSqIvv/ySWrZsSXog1SZhXNgtykHVV0xxOBlRwaofAABdKVVSSWRkJD388MNe2YCsrCwaOXIkff311/TWW2+R3gKVuzrWcviYuIjSBX1aFSqtiDp2xd+bAgAA5ci/LXFNy525E3OfPn1IL3ILLdMXyZUiHT4m3s/VaQPlCTMKIOXsJFUM8/emAABAOfLrMp05c+aI3kA89eOOvLw8cZJkZFjXIlEL+bROlRjHB96Plx3yW78fzqGR59H8+KB1cT9/qF8pym40CgAAtM9vIyqckDt27FiR6xIW5t635MmTJ1NsbKz5VLNmTVJzoGJbS0Wue/1E8pez6ZYVSUvHXU9d/Lgttsm0Ukl/AADQB78FKlu3bqULFy6I4nFcf4VPq1atEt2Z+XJRkf03Z2lZtHRyVCFXTYFKSJD9n3942xrivJofC5vlyUZ8GlTxb6E3SaCp14/tiikAANA2j6d+ODjgZbQ1ahgPqJs2baIff/yRmjZt6lGCbe/evWn37t1Wt/HqocaNG9MLL7wg+gY5KjbHJ7XLNwVhjgKViBDjfufk+2+KQ1oCLC9A52+BpqXbxQYEKgAAeuJxoDJixAgRkNxzzz2idgoXeWvWrJmYwuHrkyZNcuv3REdHU/Pmze1WEyUkJNjdrjXSiIW05FYuItQYqJzPyCV/kYqqhToIpPzFNKCCERUAAJ3x+Ei0Z88e6tixo7j8yy+/iKBi/fr1IlCZPXu2L7ZRc1xN/XDHYjZn8ym/B1JKClSkVUgYUQEA0BePR1QKCgrM0y/Lli2jW265RVzmKRvu91MWK1euJL0HKtfyyn/Kh6eZmkxaTDy7suWlPrJAxX76zd9TP8hRAQDQF4+/MvM0z4wZM2jNmjW0dOlS6t+/v7j9zJkzYtoGSpZf5Hzq5+VBTcyXy6uvTc8PVohzTv8Y/+tO8xJgaaWNkkZU0FoAAEBfPD4Svfvuu6Lcfc+ePUXZ/FatWonbFyxYYJ4SgtKPqMhX2Szbd6Fc/pTnMyy1aVYcvEhp2fnicmx4sPKmfrDqBwBAVzye+uEA5dKlS6LYWlxcnPl2TrCNiIjw9vZpOlBxlAMiDw4cBTK+1r1BImXmFtpti78FSFM/WPUDAKArpToS8tJheZDC6tSpQ5UrV/bWdulj6sdJINK1vnEKLTvfGDCUJ85LkfJkIh00S/T/iIq/twQAAMqTcpIQ9Dj14yBHhUWEBPktsTYzt8AcIEWaarooKVDBiAoAgL4o5yuzRnEzvTNpOVQ7IdK+joqTEZUo00jGtbzyH1H5L+UKnbqSrbhy9eZApdhABoNBFB0EAADtw4iKjz347Rbq8f5K+vfAebeSaeXVabPKKVCJDrPEq5yXcibdWGzu791lW27ui+XJDPm0AAD6gUDFx1YduijOZ68/Yb7tk+WHxfnJK5bmf45GVMorR0Verp9HgCSP9kgmpQgwjagw1FLxHK+Wuv3LDVTnxb/ps+WH0YUaALQ99bN582ZasWKFaCpYbJPdOHXqVG9tmyZJNUrYalMQ4yxHJascclQ4MJHXJuHryZUi6djFa9SyRkVSiuBAS6ByLj2XaiVghZkntp+6SptSrojLHy49JE5rnr+B1h25RANaVFPUCi8AgDIFKu+88w69/PLL1KhRI6pSpYpVrgDyBpxLz86nnu+voOOXjfkfrkSa+v2Ux4hKlmkpsqSgyGBuShgWrJxkWg7eOFjh7buYhUDFXUOmraMdp9Ic3tf9PWOhvw3HLtMnd7bx2msFAODXQOWTTz6hmTNn0ujRo726IVr01eqj5ss7Txt7+Mh1qGO9xFsSWY7JtNccBEOpaTmK6/XD6iZG0qHzWYpK8lWyb9amOA1S5P7YcYY+vqM1vmgAgCJ5fCQKCAigrl27+mZrNOadhQdc3v/1ve1dBirlkUwr5aeEOSiXL+XKKIU0wlNerQXU7s2/9rn92PScAp9uCwBAuQUq48aNo2nTppX6CfWiUJaU6kzFiBCHt0v1SzYeM+YU+NJJ01JkR4XUEqOMzSeVIszUJBEjKiXbfvKqR39bd0ZeAAD8weOvzOPHj6dBgwZRvXr1qGnTphQcbJ2EN3fuXG9un2pJtVKcSYh0HKSwg+czzZd9WTMkI7eAHvh2i1W1XDlHoyz+JDVJlCckg2NDv1jvcjm61CZBXj+nZyNUlgYA5fH4SPTUU0+JFT8NGzYU3ZJjY2OtTmCULVvy68gVU+M/R+5oX9PyuGvOH1dWb/7pfGqgZny44nIWuLw/w4iKZ+Y/3pWOTxlkvn5f17qUMnkgfXpXG2pR3fg/KyVQAwCofkTl22+/pd9//12MqoC9jccu02sL9pqru8r9PqYzDZ++QVwe0Lyq0z9fgmzK5es1KfTigMY++VP/e8B5d+aoUOUtVw0JkqrT4qDqCakEzZ9PdBNF/B65PlkEobe0SqKzaTm0OzWdLmZZOmgDAKh6RCU+Pl5M+4Bjd361kQ6cy6RrNiMq/I22RXVLXZLK0WFu/QlnrLKsHPI2qUKuI9EKS6RlgQHGtysvUQbneLpQrnmScdSkRY1YEfTKm01WjDAGpH/uPIM/KQBoI1B57bXX6NVXX6Xs7JLrgQDXljEGKbYl8yvH+D9RNdNmVVH/ZpZRnihZWX2lCJL1+wHnMnIsr+uOSX2tqvraqpsYZb5cXi0bAAA84fHR6NNPP6WjR4+KYm916tSxS6bdtm2bp79S05Jiw62uD29bQ/T9ubNDLfJ3SXW5Hx/qRKNmblLs0mR5oCKvpAsWXCCw5/sr6UJmnvk1dLayTNKxbryol8PJ3ztOplG3Bon4kwKAonh8NBoyZIhvtkSjpCqzkg9uaylGBIICXQ9m8UGGv+EObOE8l6UspKJuki71Eq2mVBQ5omIqo+/O0m89+mfveXOQwhKjXAcptivU7v92Mx16a4DPtg8AoDQ8PhrxtA+4zyZdQCQxSgdcVx6+PpmmLj1EseHuHWw8VVLypBJHVAIxouLS0z/vsLruTrsGd3OW5CbO203HLmbR9w90EqNcvMJNnvcCAOBNpf502bp1K+3fv19cbtasGbVpg14hjhTbRipukvJZ3D14lKVjMq9GUkOgEmRKpkWOine9PKgJvfW38X/56MUs2pOaLlYEOVue/uN/J8V5g5cWmW/r27SK00rLAABl4fHRiDsm33nnnbRy5UqqWNG4iiUtLY1uuOEGmjNnDlWqVIn0au62014rTR5smhribsa+rPPSqmZFalc7Xlx+/IZ6NG2FcZVRhgJLqiNHxf2VPp5oXdOyGq33h6vEeXhwIPWTJVc7y22SLN13vtTPDwDg1VU/Tz75JGVmZtLevXvpypUr4rRnzx7KyMgQxeD07JlfdtrdFhseXKYRFV8FKjmm6q4Rsg7JD3RLdqsgnb8EIkfFqbLUQeFmj7a43ooj212U2ke/IABQRKCyePFi+uKLL6hJkybm27iUPvf/WbTIMhQMRmN61i/VnyLEdFD2dOpny/ErVOfFv+nXLadcPi7H1DU53NRXiMXLyvrffV1tUppg09TP2Yxcf2+K4lzKtA8s17/Yy62f5QKDITbJ3fKpQfmozckr15z+nquyKso8PffSvN00Z5NxmggAoNwCleLiYrslyYxv4/vAYlib6jS0TfUyjajsPZPh0c/dOsNY+fa533a57IkjTf3IAxW2cnxP+v6BjtS2VhwpjdQ1+ZJsZQsYpZlGwLj1AU/b3NCoEiVVtF4a78oTvawD6n/2nbeaTuL3Uvf3VtC4n42jhn2aVLH7HZdlgUrvD1fSD/+dpBfn7sZLBADlG6j06tWLxo4dS2fOWCpZpqamiq7KvXv3LtvWaMzI62qZV6p4qqDQeJA4l5Fb6ukfrpBbUqAin/phdRIjqXsDZeYZSWX9pWqqQHZTddViw2n/m/1p1n0dPfrzOFqJdlEWEG45fpVOX7UsaV+2/zytef4GWvL09dSqRqxdXyr5iiNOzgUAKLdA5fPPPxf5KFzsjUvp86lu3brits8++6zUG6I17w1vaU5SLW1nY8nVUuaLuJo2kkZbImxGVJSsWqyx7QBK6Nu7mm18v8SVMoi7t3Mdu9vkhfUMZJ9EWzM+ghpVjTZPGV7OyqP3lxygR7/farecWTJ/eyq9/uden61mAwDt8XjVT82aNUX12WXLltGBAwfEbZyv0qdPH19sn2rd3sHSAbk05CMxV68VuN0bSM7VwcAy9aO8ZcjOoI6Kc1zXxDbPyBO8HD04sIJVECh//9jmrMx5+Drz5TjTcy7Ze45WHLxo97t3nU4XVXN5eblU64WnFm9ulVSqbQUAffHoKFVQUEDh4eG0Y8cO6tu3rziBj14YWaBS2m+f0soel4GKzdSPkknTE+iebC09u4BmrTsuLocGlf71nPdYV3rk+63mqsXyKcfMXEsfoCd71afrkhPM1xNMgQpPDzkze/1x6l7fMqX45E/bEagAgPenfjhhtlatWlRU5PwAqFfeLkImL7EvJZGWRJ4jwL5ec8zpY6+ZGtDZlvhXMqngWyG6J1v5Z9858+UTl52vyilJ8+qxtE62Ukgqrc8yTVORg1pUo2f7NbL6ufjIUIdNLh/oVtd8+b3FB62mMxmmfwDAJzkqL730Ek2cOFHUTwHHoxfdvdDYTSr45skH+k6bGhcHzjpfMST9zjAVjahIUz+oTGtt/1lL0rRtEFEaNeLCzSMq/D5Ze/gSHbqQ5TSROSbc8cBsr8aVra5/tPSQw2AZAMCVoNIk0x45coSSkpKodu3aFBlpXSxKr92T1xyyzM3P9nDFhSOcLyC55qCmxRcrj9BfO8/S3Me6mIMN29VBUg0XPrDzqEyELB8l3/RY2/oZapgOK0D3ZLPjl67RzHUp4vIjPZLFqEhZSUvj1x+9TEO/WG91nzTNIxfpJM8p2qax5ZYT1lND3HRTym8BAPBaoDJ48GCnPUD0iutNjPnBEqCVdkmyXKe6lhyAh77bQkffGWj+vfwtl4fSGR9IFo3tLi4ftFmO/O7iAzSmZz3qO3UVHbt0jba/0td8YJCCmuAg9byWUmVa5KhYjPh6o/ly02oxXvk7S8Hr+0uM7zE52+kdR7V4JCXVceFABQDA64HKa6+95umPaJ58Lt9bqpqW4sqXKCdGGXMBUi5Z8hD2y6Z3PrQZWpdGUzhIYU/N2S463sqnfkIC1TP1I1WmRY6K0S+bT9GZdEuV3lY1LD17vDGi4sjjN9hXWo50MKLCRQP5/fr6Lc3o1QV7Hf4ueYIuAIAzHo/7Jycn0+XLl+1u58aEfJ8eSStofEm+PNRVxVlX/VfWHL5kvmweUXFQ6EupsDzZ2vO/77K6Hh/lnWkUZ9OBnHMiBctylWOsb+NqzFLRwFFd6tBfT3az3k7TqJ4SG18CgAYClePHjztc9ZOXl0enT9t3D9aD8li9IE/W/WiZ/ciJM3vPOK4KKuWoBLv49qw0UlBV6KNGjWoXHeqdmjjyRG728R2t6eVBTWjm6A4OH29bNPC5G60Tejlv5mdT3ZUqMaFUv3JUicvnAQAkbn+yLViwwHx5yZIlFBtrSdrjwGX58uWiQq3eA5WOdUtfjdbdUZuVsqJa8kqk1SuGm2tgSO75ZpPDA4pUol9NybTSiAoq09o78GZ/r+WOyVdVcY7TkBL6VXGxOAlvgqPclE7JCXR8yiBx+b5ZxvckAhUA8GqgMmTIEHHOH4ajRo2yq6/CJfU//PBD0iNpdIJ9fU97nzxHlmw+PzEqhC5l5dsdtLnEPAcqXPHzz52WXkySDnXi7aZ+XOUjKI30TR/Lk7k5qOV1/+mh67y6zHzTcUvpga71Sl5qL19NFhtecgl/KfnWkylMANAvt49S3BmZT1zw7cKFC+brfOJpn4MHD9JNN91Eeh5RqRQdSrFebJj3yZ2tzZcnLdhjvty/eVWHxeCkgGloG8elyeXLl6UEYNthfnXkqOh76udCRi4lT1xovt62tneSaB1xJ/CQB7tppp5DroQHBzksyw8A4IjHR6mUlBRKTEy0S6TVM1/VJBnc2jLkfuyiZaWPfNULj6hI367zClyv5LH+OfUl00rbqvepn2krjlhdL0vZfG8EKp6KMlVD/npNiljaDwDgisdH1nfffZd+/vln8/XbbruN4uPjqXr16rRz507SI9tCa75mO7cvLfPML2E6Rz5FJW1zqIqmfgJNy5P1PvVzVBa0+sJ7t7Y0X46yKdrm9GeGtzQn3pYkwpTTcikrjxY4mKIEAJDz+Cg1Y8YM0UGZLV26VHRRXrx4MQ0YMICee+450qMTl7PFuW0iq6/Yzu1nF5gClULXwQdPmfA3WD7lq3Dqx1yZVuerfuRTXx/e1srrv79nI0vzQHdzmLhbeMrkgSUm3to2wjxgU6QQAMCWx+sZz507Zw5U/vrrL7r99tupX79+Ipm2UydjMTG9OevDAKVtrYq07WQata5pyUPIMU3x2K4IkvJOnB1ceOpn9KzNdOpKtrksvxqTaQt1PqKy8Zgl2bVaRevCgN5QOTqM7u9aV7w35Ct6SuLuqiOpCzabvvIovdC/cam2EwD0weOjVFxcHJ06dUpc5pGUPn36iMv8Ld3TrsrTp0+nli1bUkxMjDh17tyZFi1aRGoj9TQZ1LKa1393C1Pvlh2yhoO7T1vnBGXnGf/u+YWug49r+YW06tBFc6VaFubD/AZvkw5wPPWD3AajjrKVXN406eam9OIA3wQQqCwMAD4NVIYNG0YjRoygvn37igq1POXDtm/fTvXr25fXdqVGjRo0ZcoU2rp1K23ZsoV69eolegnt3eu45LZSSbkfoT6YRtlx2lKwTUqalXI1JNn5xqmfDFOuirOpH0crMlQ1oiLbb70m1MoDtA0TelGQiqbuJANbWFatAQCUxONPuY8++oieeOIJatq0qchRiYoyVpk8e/YsPfbYYx79rptvvpkGDhxIDRo0oIYNG9Lbb78tft/GjZZGa2ogrbYJDfb+QaNRFePfl90z8z/T8xVZVSLlqR953oq8rkVJvVVUlaMimzLQ6xJleUK0s9dZ6epXjqbK0cay+8mJ1t3XAQBsefxJx8Xdxo8fb3f7uHHjqCx42ujXX3+la9euiSkgNbEs9fX+Qf/FAU3oly3G1gTrjhh7LOWapni4twt3s+UpHfloCVerrRgR7FZNCzUtT5YHKnodUZE3wFTTii1b429sRM//touqx7nusAwA4HGgIi+lb5tIFxYWJqZ/PCmlv3v3bhGY5ObmitGUefPmidEaR7iwHJ8kGRmWzsH+lF/ku3L0UgM3SVZeofkgHRcRIlYc8YhKZq4xKOEAhV+LHx+8jgZ+uqbEIMVbZdfLe+pHr/1+8jUSqMSEBZdbQ08A0FmgwqX0+eBmm8wo3cbn3bp1o/nz54vE25I0atSIduzYQenp6fTbb7+J8vyrVq1yGKxMnjyZXn/9dVKKlQcviEDBPKLiowPH4bcHUIOXjEnGzV9dYhfEZOcVmvNTpMTepkkxJf7eIJtcF6ULCKhAvEKZU3X0uvJHClQ4KFZTkGkr0lT0beuJq5SRW2AOXAAAbHl8pOK8lA4dOohzDi74xJd5aTIvV169erVIsnU0PeRISEiIGIVp166dCERatWpFn3zyicPHTpgwwfycfJJWH/kLL/V9dcFe+mZtirh+Lj3XJ8/jbEpJCko4b4FHWsRtoZYP/LAScmbUlEgrkZJHdR+oqPC1k4uWBSbP/KzPQpEA4KMRlbFjx9JXX31FXbp0Md/Wu3dvMe3z8MMPixU7H3/8Md1///1UGlLvIEdCQ0PFSQn2pFpW40jmbU+lj9yozOkt0tJingqSpn6k4IU93rM+fbj0kCbyUyTBARUoX8dTP1J+ktpJZfTZ6kOWbuAAAGUOVI4ePSpqntji244dOyYu8yqeS5culfi7eISElzdzo8PMzEz68ccfaeXKlbRkiWV6Q6l22tQy8YfgoArm6YCl+86Ly4cvZJnvL2lmQE0rfqxHVIp0m0z7186z4lwaQVOrSlGWQnU8IsiNFivHeL94HQCon8dHKp6i4VL5Fy9avgXx5eeff15MCbHDhw+bq9e6wl2Y7733XpGnwqMymzdvFkEK12hRupfmWboZ+79SazH9scPYM+XKNR5vMCrpg1++ikYtpFEgvS5PVkKA7A3cZXzm6Pbm6ysOXqBtJ6/SQZTUB4Cyjqh88803oigbF2uTghHOFUlOTqY//vhDXM/KyqKXX37Zrd+lJVXL8Rthjbhwc6DibHRhWJvqtOt0GrWsUVEsBdXCiEqgqd+PXqubNqgcTWsOX7Lqx6NWvRpXoc7JCbTh2GXacvwqvfD7bnH78SmD/L1pAKDmQIVHP/bt20f//PMPHTp0yHwbj4IEmFaR8MogPVo0trvPfjeX0t8ty4tpVCXaPLogX7L6SI9kq2mSt4a0EMXgHAUqvlhO7WvSSiW9NibcnWocUeEDvBZ0rW8MVPgkkVYPAgCwUpW25ICkf//+4gQWMeG+W2J5Z8eatHueJVDJKSiikMBAcxEwbh7HeQs3t0xy2nVYW1M/+hxROW7q1B3pQbNAJYuNCLFbMccjhCGm/CsAgFJ92i1fvlycOMeEV+nIzZw5U7d/VWlawie/2+YbZoPKURQeYhxdyCssMudscME3d7dLjVM/0vJkvY6oXMw0rohrUq3kOjlqUNEU3MsDT35t1b78GgD8GKhwwbU33niD2rdvT9WqVcMQbTmR9/Jh/EEeGmQZUeGOws6CEh5G55EI21wWeaVXtZBGh6T91QtOkm775lLz9fqVLD2g1MxRYK3XIBQAvBSozJgxg2bPnk333HOPpz8KZTBn8ykHgYppRKWgyGWgIuV2FBQVOVzerCbmlU46S6aVBynSqhktqBhu3SLCNucKAMDjQCU/P9+q2BuUjwM2yzb5gC11a162/4LTKSJ5TovaS+jL82r0/K37p4euI61wNKIi7xANAODxkerBBx8Uhdn0olghUwyNq0ZbXQ+oUIHSHXRHdhZ8VIoO1USOijRdpddkWta5njZW/DhLQN947IpftgUANDKiwl2OuYT+smXLqGXLlhQcbP1BM3XqVNKKIxey6NYZ6+nRHvXEyZ++vb8jdXpnufk6d52tkxhp97hAJyt5uPS83W0qXPWDERVtiQ0PplrxEXTyinE1Exv/6066tV0Nv24XAKg4UNm1axe1bm3sZ7Nnj/+rs/rS63/upbTsApqy6IDfA5UqNsXkNh+/Qs/2a2j3OGdTP2ccNExU44iKlINTbNO9W+v4ZeVdfnlQE9Kab0a1p74frfb3ZgCAVgKVFStW+GZLoETNq8fQntQMcTn1ao4INNrWqkjbTqaVaom0GgMVnvJieqqgzwXQOAAtNBjoJgd1ctQOS5EBwJUAb32QLlq0iG699VbSA95fWy8N9P033ZpxEebL3RokOgw2nBV3c0SNUz/S7hXpaESFk0ulnJzwEEvXYa1QY8AMAOWnTOUtU1JSRIE3Xq7MjQn79OlDeiDP43xveEsa0qZ6uXwrlM/qvHpzU3Fu+7wBOhlRcRQsatW1PMuKrUidBCooow8ApQ5U8vLy6LfffhMNBdeuXUtFRUX0wQcf0AMPPEAxMdqollkSebGxiNDAchu6lvc/iQ4LLnOwocYS+lIgpqdFP9fyCsU5182RKvNqSVxEMNWvHCWS1yX7z2ZS0yR9fJ4AgGtuf+pt3bqVHnvsMapatSp9/PHHovEgd03mvj833nijJoMUZ1/a5YmczZJiy2176iZEenX6Ro1NCc1TPzqKVFYcvGCuQKxFHHz98/T1tPhpS1PP1/7c69dtAgAVjqh06tSJnnzySdq4caPolqwHzlaWyA+SVW1W4/jSyOtqUcrla3Rzy2rm2+QjKoNkt9sa3aUOzV5/XCz7/G3raXEbNzJUGylZWA9TP7yPD3+/lZbuO09axyNljavGqDp/CgB8w+2v1L179xbTPdznZ/HixTo5UDi+XZ7IWZ7FXavFhtO0EW2pf/NqDkdF+jer6vRneVnrv8/2oIe6J5tvG9y6OqmNNP2lhxGVTSlXdBGkyD1+g7EMwLojl+mUrLYKAOiX24fZJUuW0N69e8VoypgxY0RDwrFjx9rlTuhhREVerdZZ3ZLyIk+e7VbfuBLI2fB6cqUoc38gFhWmwhEVaXmy9uMUyjLlpkju7VybtC4uwtL7p/t7KIUAAB4uT65ZsyZNmjRJrPb5/vvvxUqfoKAgGjx4ME2cOJG2bdumqb+ps2Oh/Nu8tArFX+SxlDtJvfI6K/KgRS2kzddDwTfbQOWNwc1J69T4ngQA3yr1p0Lfvn1Fz58zZ86I3BWuo9KhQwfSFLemfvwcqMg20p1ARd5115PicIor+KaDQIXbJEgiNLgs2SGNjs4CQOmVeew/Li5OBCp80tqIirODYWGRQZGrZtwp9hYTFkwz7m4nRibCgtV38NPT8uQcWaDy4W2tSA8qRVk3z+TGm/LgGgD0x60j7cmTJ936ZW3bthXnqamppOVA5WJmnmLa0cs30d1cof7Nq1I/F4m3Sqan5clv/LVPnNeMD6cBLZyv6NKSfk2r0F0da5mvX7pm/F8DAP1yK1DhKZ1HHnmENm/e7PQx6enp9PXXX1Pz5s3p999/Jy1wdij8a9cZUgo9HLD1uDw5X1Yz5dSVHNILHjGbPKyF+XrvD1f5dXsAQCVTP/v27aO3335b5KWEhYVRu3btKCkpSVy+evWquJ9XBPGIynvvvUcDBw4kLbhyLd/uNj5Afr0mhZRCD7kactKokZbjM15V1vDlRebrfz/VjfQsr7CIQoPUN00JAOU4opKQkEBTp06ls2fP0ueff04NGjSgS5cu0eHDh8X9I0eOFJVrN2zYoJkghZ24nO3Wbf6UW2DJY9ADPUz9LNhpPWJXntWPlSgr13r1EwDoi0fJtOHh4aJDsl66JJdEPpfuL3tSM0hPpDoqWp76WbZfX0XeHHljcDOa9IexjH5mbiEl2CTZAoB+KGvZigrIl/RuPXGF/C1cL8tWbSvTajhQSZQdlO++zv/BsD/c27mOuT3FwfOZ/t4cAPAjBCqe/sFkgcqh85Zur/5Sr1IU6TFQ1OrMT1p2vujJxJ7sVZ/eGmJJLNUbKUdM6h4NAPqEQMWFW1oluSyfz8PT/vbOsOY0vG0N+n1MF9IDc2VajUYqrd9Yar6cEGkpJ69HPRpVEue5Bf4vAwAA/oNAxYUgWQfX7PxCcZKvsuHhaX+rHB1GH97eitrVjiM9jWhpOZlWsvVkGumZVE6fV/0AgH65Hahwjx9e2aMnFcgSqDSdtESc9p81Jq9Gq7ChnxZYSuiTJjWpFmO+/FhPYydhvZIqJ2NEBUDf3A5UTp8+TQMGDKAaNWqI7snc2yc/377OiJY4KvT68bLD5pUI4M/uydqMVKTRg0/ubG0VtOhRnqno3ebj/k9aBwAVBCozZ86kc+fO0U8//UTR0dH09NNPU2JiIg0fPpy+++47unJFex8mjgrSHziHFQhKSKYtLC7WdH+fuomRpHd/murJ/Hvggi6m+gDACzkqAQEB1L17d1F99uDBg/Tff/9Rp06d6MsvvxSVaq+//nr64IMPNNPrB5QbqCigzZJPS+ejEitR8+qWESUOVgBAn8qUTNukSRN6/vnnad26dXTq1CkaNWoUrVmzRoy6aAE6zit4ebIGv2HzFMdl05LcEFMiqZ6N79fIfDkzt8Cv2wIA/uO1jNBKlSrRAw88IE5aTKYFZQWPBqctI9XrthkbzJeDZSvO9Kp1zYrmy5GhSF4H0Ct8bXMBIyrKo/VVPxKMqBBVjAih6hXDxd/jyIUsWrT7rKZbJwCAYwhUQJ0F3zR+wAoJxL8ma1Q1Wpy/v+QgjflhG60+fMnPrwwAlDd8Grqg9YOhmkdUtPbS2ObcIJnWKC7CujrvrlP6LoIHoEcIVFzQ+vSCmpsSai2ITMsp0HWzSXenXwu0utwLAJzyOENtwYIFTg8gYWFhVL9+fapbty5pgauD4aSbmpbrtoDt1I+2/iJn0nL8vQmKNLJTLfpt62nzdY297ADgi0BlyJAhIiixTWqTbuPzbt260fz58ykuTt39Z1x9af9162m6v5s2AjJ1JtNq65B1ITNXnDetFkMLx3b39+YoRptacbTquZ40eeEBWrz3HH234QSN7d2AgpDDA6AbHk/9LF26lDp06CDO09PTxYkvc+G3v/76i1avXk2XL1+m8ePHk9q5OhiO6FizXLcFrEdUtLb6Q2rJUDEi2N+boji1EyLNSbXpOQX085ZT/t4kAFDyiMrYsWPpq6++oi5duphv6927t5j2efjhh2nv3r308ccf0/33309q52p6IdYmyQ/KOUelWJul8yOQm+JQZKglZ+e/Y1doZKfa5fXSAIDaRlSOHj1KMTH2zdL4tmPHjonLDRo0oEuX1L+M0FX1U6k5HpQvrU79vDh3tzg/n5Hn701RpErRoebL2nrlAcDrgUq7du3oueeeo4sXL5pv48tcSp+nhNjhw4epZk31T424OhhqsTKqGmgxmVaeLLo7Nd2v26JUIYGWEZUirQ2nAYB3A5X//e9/lJKSQjVq1BArfPjEl48fPy7uY1lZWfTyyy+X+LsmT54sghvuxly5cmWRqMvNDtUQqNjWd4DyrqOinUhl/K87zZc/H9HGr9uiVB3qWBLzs03TZACgDx7nqDRu3Jj27dtH//zzDx06dEjc1qhRI+rbt6/orsw44HDHqlWr6PHHHxfBSmFhIU2cOJH69esnfn9kpP/b3Lv61t6lXkJ5bgqYSDNuWpn6eXfxAavrN7VM8tu2KFnlmDD65M7WNHbODrpqatwIAPrgUaBSUFBA4eHhtGPHDurfv784lcXixYutrs+ePVuMrGzdupWuv/568jdX39qlpE4oX1rq9cM5UNNXHvX3ZqhGjbgIcS51mAYAffAoUAkODqZatWpRUZFvhl55qTOLj493eH9eXp44STIyMsiXtHAw1BrToJ0mRlRyC63/j+Y/3tVv26IGCZHG6dYrCFQAdMXjHJWXXnpJTNFcuXLFqxtSXFxMTz/9NHXt2pWaN2/uNKclNjbWfPJ1wm4RIhXF0UqvHy4F33TSEvP1r+5pR61rVvTrNildomnlD+eobErx7ucPAGgoR+Xzzz+nI0eOUFJSEtWuXdsul2Tbtm2l2hDOVdmzZw+tXbvW6WMmTJhAzzzzjNWIii+DFS18a9carfT6+X7DCavr/ZpV9du2qEVUqOXjaurSgzTn4c5+3R5wX25BEaVcukaNq0Y7nTY/eTlbFPRrUSMWf1ooewl9b3viiSfMVW15BZEzoaGh4lRebI+FPRpWohOXr9G7w1uW2zaA4+XJah/t2n/Wt9OWWtW8egztSc2gytFh/t4U8MDEubtp7vZU+vb+juJz1NZ3G47TpD/2isuDWyfRJ3caV79tPXGV/tl7jkZ0qiUqFIM+eRyovPrqq15NVn3yySdp3rx5tHLlSsU1M7T91v7lPe0oLBhdbf0pxNTjJV/lXXQDpYiLc78CkZjtrtvb16Q9qXtpwc4z4gsDukyrAwcpbNTMTXR8yiC7+6Ughf2x44wIVM6m59Dw6evFbV+uPubw50AfPM5RYWlpaaJmCk/FSLkqPOWTmmp8M3oy3fN///d/9OOPP4paKufOnROnnJwcRQYqCFL8LyLEGFtn56m7lgYPcUv+fbanX7dFTWLCLL2Q3l64z6/bAqWz/qjrquWtTFM/nSf/a3X75uPIS9IrjwOVXbt2UcOGDendd9+lDz74QAQtbO7cuSJw8cT06dPFSp+ePXtStWrVzKeff/6ZlGDbCeO+gXJI36CzC4xN/NRq0Z5z5stoROi+WFnTRu75A8p0La+Q6rz4N93+5Qa7+0Z8/Z/dbbUTjEvPWUKU4+n922ZsoOX7z3t5S0GTgQons44ePVqUyedGhJKBAweKHBNPp34cnfj3K0GTasaOraAcoUHGt2xhkbpzVORCgzCd6K6K4egurQYfLTUWA+XVWUv32QcX/x6w3Maf+ScuZ5uvX8rKMzfptPXAt1s0VZUafBSobN68mR555BG726tXry6mbbSkUOUJm1ok5XYUqDhQ4QRBuRBT8AUlqyhrXXH4QhZtwXSAIuUVWnLIHvpui93998/eQjNWHRVBTN0JC63u23U6nZpMsi4G6mw0EvTB409IXnXjqNAal9OvVMk+m1vN1L6yRIuCTIGKWhvT8bdBKUGQ/Text1+3R23iZFM/7NYZ9lMLUP4VlifO203rjlhyT77faL383pEpiw44DGJKkiHL7wJ98DhQueWWW+iNN94Q5fQZr4k/efIkvfDCCzR8+HDS6ogKKuYra0RFTaNdFzJz6avVR0VF1b1nrIP8KjFYZlvaZFpQhv+tPUY//neSRv7PPvekrF6/pRn98khnGtSimvm20GDjYWtParrIg+FTVp66c9bAy4HKhx9+KLojc08eXp3To0cP0UGZV+28/fbbpCUYUVGeIFMNfTW9Ng99u4XeWXiAnv55B3r7lFFAQAWacXdb77ww4BVn03OtCruxepXsa55Ui3UdlLdyUJn53s61qWPdeJo20vKaz153nL5cdZRu+sxSHPTOrzCypmUe11Hh0vVLly6ldevW0c6dO0XQ0rZtW+rTpw9pTaFsegGVLpQhKFB9Iyo7Txt7WK0+dNHfm6IJ/Ztbvl0z/kZdIy6cvrqnPTVNivHbdunVrHXHzZcbv7KYjr4zULQ5sLVhQm/aeuIKHb14jZ7/bZfd/bEOEqXlVWw5kNl5Kk38P0n/U5L9ZzO9sCegVKXO4uOePI899hg9//zzmgxSWJEsYVM9h0W95Kio/xUZ16ehvzdBtZ7qVd/q+umrOTTw0zV+2x6tKiwqFqXtnTmTZl/zqt7EhVajLHLtaseLon1ThrWwu6+/TRuJr+9tb3V9bG/r11yuOQJUTXMrUJkzZ47bv/DUqVNitEUL1PStXW85KhyoqHmZYnRoED3l4oMXXLutvW8bkoIRJ7te//4KMWrl6P+tyxTromy22tWOE+dVYqxro9zZsZaoNLtpYm+a+1gXentoc7q1nXX7lL5Nq1hd75yc6PR5bEdYQIeBChdma9KkCb333nu0f/9+u/u5aNvChQtpxIgRYhro8uXLpAXyb+2Y+lFWjoraR1X+Hd/TaXM2KBmWdJePFQcvWi0blnttgaXsPbveQQ8f7gr+aI969NND1zn8/ZVjwqhtrTga2am2eE3fu9XYR+3Nwc3sHuuoXcKQ1knmy9yHDXQcqKxatUpUouXclObNm1NMTAw1aNCAWrRoIZoIJiQk0P3330+1atUSHZB5ZZAWFKi8n4wWBcr64qh1xKtb/USqFF1+zTW1PAUI5efEFeMU0IWMXDG6Mnu9JTdl7+s30p0drEe5vn+go6gy++KAxpRcKcqt5+BpoWPvDKR7OtdxeP+q54ztJpolxdDCp7rT5GGWBrE93l9Zqv0CDSXTcvDBp0uXLtHatWvpxIkTYtVPYmIitWnTRpwCZN92NTeigm+/ijtAqWFERd7TR4LRgLILRpG8cqtbczXb+B5Oy86nhbvP0mM/bKOOdeLNj3myV32KDA2iAc0tOSbrX+xFSRXDS72yyxnuoMxTRhwo2X4mR4XaH86y8wtp+8k0ui45waoRKH928Aol3m5QPo9fJQ5MhgwZQnqg1m/sWib/sFFDGf1v1qbY3Xb8EoaovZHjA77FwUBmbqHDDsebZBWBB5pqnHDgUF4djuVByucj2tATP24XtVQ4+TfI1GGdTVtxhKatOCqmn3hkR8JdnHeeTqOV43s67S0EyqGtIRAvU8M3dr0JlH1AyZePK/X9c8o0XO6ssR6U/kDF3+RtqTnBWml4ibE7X9aaVPPvkvDK0Zb6LPVfWkRrDhvzavIKi0SQwrhcPycEc14NF6dbe+SSCML+2nXWb9sN7sPXEif4Aw8jKsrDw8I8qMKfn0oKJFMuXaOZa1PokR7JVCMuQrx/hn6xzi4BkbWqYV/YCjznaDqWe8yEBbvX5HH2uhT6c9dZ+t+97Sku0tJDCHi5dzalmaZ8XHFU2K282a4ouuebTXRdcjxVcLAEQp5Xw7haNCgfAhUnFHQMBCevTb6Ckp25BT13fd128ir9/VR3yikochiksGf6oX6Kr3DegbuBymt/7hPnf+xIpdFd6/psm9QYpHR7d4Vbj1XCxyTnrXDVW3ntlo3HLFNTruQWOu7SDMqCqR8nbKcVsMZAeXzRW6S0OEhhUi8f29EerpzK8/d8Qr8aL3EwzZNb4F7wKv8mrYSDrZKsP3LZ7amdsb0bkBJw1dvS4Dw3zmuRegbtOJXm9W0DPwQqubmOKw6ys2e1M99XoIJETb3LkiX6Kck/e89Ztblntks3oezOZxiDQ7lzGbn0/YbjYoWKK5xIKUFaizXbGbWcfOf/Z4NbVye1j8DN255qvv7FiiN+3R7wUqDCBd127Nhhd/vvv/9OLVta1rSrXbZNN07kqyiHNC8+qovjWgv+9vD3W+mjpYesbnv8BlSh9TZHr/8DszfTK3/sFQ0gnckvLKb7Zm02X5evbAFLPy3JcRcl9NXuWl4hbTl+1Xz9wDn0DNJEoNKzZ0+67rrrRAE4du3aNRo9ejTdc889NHHiRNKKAiSpKFbnegmKL6P/w38nrYphoQ6P93EDwgNv9qeUyQOpuqlmx2XTlM5KWUVVW7YJlLw6BGR/D5vps6Ftqosy91xk7f8e6CSuswe6KSuv59m+nud+bT5+lX7ecsp8/aRplV5OfhFdRaKtepNpv/jiCxo0aBA9+OCD9Ndff4npnqioKNq0aZOoWqvFhoSgLOGmZMlPlh+mfw9coPmPd7Wqr6IkjatGo6iUD0mJs6HB7n/n4hEVV9f17KvVR+mdhQesbquTECnK3HOSOOtQN05MZbY19fFRiid7N6CHrk+mv3edpWd/3Slu4yD2yIUs6vvRarqrYy36aZPlC4SzInFckbzJpMXi8s5J/VBOQK2rfgYMGEDDhg0TPYCCgoLozz//1FSQwgoUXqNDz4JlBZ12p6bT0YtZ1LBKNClRRdRMKRdhQe6t9HE0goJWGRa2QQqrlWBdYTY0KJA6JRtHNZUYuPKIDyevN0mKESOZDapEmwvR/bXzDGXKpvUPnref6uE6K5KJ83fTtBFty2nrwWtTP0ePHqXOnTuL0ZQlS5bQ888/L0rr83lBQcnr7tVCDVVP9TzkL1fs5+mfYhfThHERqM9RHsJsRlRCXZTYt10ZpKRl7v7U6wPHvXIGtbA0/lNLrSUOpBytrqudGFHiz285YclZ4dGZkhKzQYGBSuvWralu3bq0c+dO6tu3L7311lu0YsUKmjt3LnXs2JG0QulVT/WsYrj1wd/fhd+uuVgVgUJi5WPbSetlpbarrlyNqOQX+u/9w0tjucz7kGnraMLcXX7LueKeOMcctHbg3B8t9abi0ZHuDRLpxwc7OX3MnzvPWF1/3VRvB/wnoDQ5KnPmzKGKFS3VNbt06ULbt28XK4K0OqLiqO04+EdkqPUwv6My9eVpU4rz4lKuvtmDb0m5JztPpdE7C/ebvxkrZUTlTFoOjfj6P3p/yUFRv+OnTafohJ9W2Hyy7LDdbQ92q0vrXuxFWsLF4b5/oBN1qZ9Iq5+7wa2fqRJjKdHPgSSSr8ufx5+ivLrHkejoaPrmm29IK6TlyLXiI2jHpL5O245D+bOtPPro/23z68vwwLdbnN4XIsunAd+5o719nRoOTPjAMnjaOvpq9TH6es0xc+0MuQI/JNMu3XeeBn66RjT3kyd0lle+jPx5Nh67TF+uNv5t5Mb0rEdaVjM+nIaZVjDd3Mr59FaCrL3CQ99tofZvLaOz6Tnlso1QymTa7777zul9nLjkLJBRGx6SlWoKVESegWKTaZUuWQG9UPTg3Vtb0oSBjWnKogM0Z7NxuemV7HyKluUpLN5zjp67sbHdtFB5jqjwt/HJCw+Ye860rBFLn93VhoZPN7ZgkL4gfbfhOP2z9zx9e39Hr69o+3XLKXrut100qnNteu2WZnTnVxvtHvPJna0131WYj1dT72gtTo6mfCTyEZRl+y+Yc1ce7J5cTlsKHgcqY8eOtbrOCbTZ2dkUEhJCERER2glUTB8YQQpd9qpnPMrlq3n61YcuUvcGlUq9pJgDk2MXLXP9UaHolFxe+AvF5GEtzIEKF3Lj11TSs1FlxyMq5RSoHLuYRU/+tN3cZuGh7nVF4MQ5INLnjJRvNemPveJ8/vZUGt6uhle3Y+UhY42ZbzecoH1njdtiq0u9RNKbGXe3dTg6y1OFPDX20TJLEcfjl+3zecB3PP40vnrVkhEtOXz4MI0ZM4aee+450gpLoKKeb+96wR/s+964UXzgczNAqdhXWX3+7xH6YuVRcQB5aVDTUv2O5c/0oLoTFpqvI0el/L8lc2+a/WczKDu/SJwkUhBg24jOVeKtt8zddppenr9HbE98ZAh9eFsruqGxMXBi0qiJbQXstBzvraT8a9cZEeTLV6lxwTPJ20Obi47DPIpcKVrboymOdE52HJx97qCs/v9tPElNq8WKQBgjKyrpntygQQOaMmUK3X333XTggP06fLVP/YDyRIQEUWRIkFeH7jlIYV+vSXE7ULFdpcEHSi7xf9Q0qmK7lBp8LyIk0JyjsupQtl1AIlVe5cKB3OXalyMqXKKdR0d+33ZaXL8uOZ4+vqMNVY21JGjKP2eKioutRnxc9dnxxLJ95+mJH7eLy7Hhjkf5RnSspesKyp6ubpo4b7c4H9Cimte+LIEPAxXxi4KC6MwZx3N8aiR1w8XUj3KFBBk/VC9m5tHXq4+JqpRKaF65aOz1dN/sTXRzyyRKwgeY3wKVsXN2OFwFJI2oRIcFiUDFV5Vp955Jpyd/3C6W/fKAydN9GoqeT45yTqTPGV5tKB/h8cZq5dS0HDGaI+EALd1mpOafcdfrOkhhpV2GvSc1XXWBSnpOAWXlFapmuz0OVBYsWGD3jZLL6H/++efUtWtX0grpnzbFQW0BUAb5tNzbC/f7JVAZ839bHX7g/fDgdeW+LWDdYsHWlhNXrEZUOFC5kJnn9REV/kz8fuMJeuvv/SIIqhYbRp/c2YY61o0v8b3M01Py5M2ylgh65pcdNHebpTuw1GHallIrO5cneQA5uksd+nv3WfElqCQHzmbSjc2qkpqMmrlJLIlfOb4n1UmM1F6gMmTIELsDeqVKlahXr1704YcfktY0roqhe6UKVkCNkuUHjKsAQHkjKrakGiXSiIq0LNibVah5uun533bRP/vOi+t9mlSh929tWWLhP+kgOWP1MauaTflFZWuYaBukOIKVaY4Lfi57pge1ev2fEv9+/q6MXRocpEjnmgxUinVSsVVKvCvt6g/wvQgn35zLi+3qkaf7NPDbtoBFuCl3yRlpRCUqLMirfb22HL8ippt4qoXr5/Byaf5m7s6UijQVw6vOuABceTZMTMvWTuuTsuKXiuOOW1pVd5rLY4ubo44rRedmJaigktk+/38lVXigoqKSHboT4+YHia/IV5Swp3ohUFECZyut4kwNIvO8PKLCnxVcBv+OrzaKIKVOQgTNfawL3de1rtt5H/2aVTFf/mvXWfPllQcvioRcX/ZGunINvWwkG17sTb+P6WyeptNS+wBHCwBsu0krlVvDBc8884zbv3Dq1KmkBdJwHpYnK5e3C2F5yvbbLjdDA/+TH+jlpI9nqYS+NFpalhyVC5m5NO7nHbTuyGVxfUjrJHpraAurarPukBemkzt8IYue/nkHfX1ve4+3zVXfIB7xsW0lACRWY8lXZHWplyCCRcaJp28NbU6Ld5+jn7cYa/U4w0vAnX0e8Oty+5cbxMjNb2O6lPufPU/2ubXxmPP2H0ri1n8T9/Fxh5ayxqVvWTj4gDPlMSwPnnP2McRTHHVe/Nt8PdocqJRuRGXVoYv07C876FJWvkjgfXNIcxretnqpPgdddeDmcvtrDhsLEUr2nckQBcjG92tEjapGi9yYT5cfoUd7JFNlU28aV8v2M3IL6aaW1URQd1fHWh5vr140qBxlDlRev6UZ3dCoMnWvn0g7T6eJqd/jprwnbkNwXXKCCHq5VcOMlUfpl0c7O8xx3H4qzVy/hpeNR4QGigJ7m49fEasEfb0SJ8dmJFgzgQp3R9YbaUQFZVTA6n1RbKCM3AJRBfXwhUz8cRRo1ugOdNNna8VBhpfd7jydLroT25IO5FLNJHfxweiDfw7Sl6uM/XEaV42mz0e0pfqVo0q9zbtT013ef883m+j4lEHmqSbuEyQFMXy7lMA7c12K+XGuCtklRoXSu8Nb0sAW1ahnI0sABNZ4STnXVWJd6xsLwgUFBtCisd3Fiqx6E43FHZfsPUcv/r7LHLiw/h+vMb8Wcq8tMFYdZg9+Z+wT9sFtrWj8rzvFZUc/4028JF+ilkFgt8cnjx07RnXruj/nqnZShchAVKYFWcKjs1UAXOQNlKF59VirD/u6TlY1nE3P9XhEhTt1cxl8adXEvZ1r08SBTewaZXrqrSHNqft7K9yuMGtLWmXEjl7MEgfOW12W3jeIqS8OVMA5/hs5Chz4OCj/EjtrnbF3kzt2nbYPSr/f4P7Pl5W82/yoLupothvgSfXZixeNQ2DsjjvuoPPnLf8cWoNkWnWQD5O6Gj53h21ewdYTV+ntv/eZh0q/MXXfdWT5sz3L9NxQ/suVpbwQHllxlc8hWbj7rBjJ4CAlJixI9IZ5Y3DzMgcprGZ8BG19uY/T+6VpKul9aXvgkX9/7P3hKnpv8UG65bN1Tjt4q3BFrSrz5D5dftit32PbOoE/yxbsPCNe231nMuibtSll/nyTcNK3JEAlAw9uByq2/8gLFy6ka9e0WwxNelP4O2ETXON5YEm2zXJhT9m+x4dPXy+GfTlZkisVf/qvfc8PhtEU5XfbdjS90bOh5TZXoyqci/DSvN302A/bRKPDtrUq0sKx3al/c++ORrjq0p6ZVyjya/47dpm+23DC6j4eiXEUeEiF3Xj59X8Te4vpBUkRIhWv6C3r1+TI1KWWRobufDGW/Lr1FD3103bx2g78dA29+dc+elU2ZeQtnk57+ov21l55feoHgYqSJcky9DNzy1YPQv5RIf/2snjvOZq51jhP7ekBBpRh9n0dxRD+PdfVNt8mn/Zwlnh6+HwmDf58Hf3w30kxavFYz3r08yOdqUac9zt4237WtKwR6/LbsLs4JqkSE2Y1FVTkxSJ3ehbuZLTOkf+tOUavyFoZyJ2UTcfwcnRpFZnc9xutA1TbL1kfLT0kum174uD5TG0FKjwnZ5ufouV8FUsyrXb3UQvk78EfNpatJoD8S2bnKcut7uMsf2emjWhbpueF8iMVebOtkVFgk3jKH/y/bD5FN3++VnyYc/Lpd/d3pOf7NxYjNOWhk4uS+6XFo0Gsr6xuC5StOWpJuA8Zv5+4pYKzYENek6nNm0vFtI8rJy9nW+WabDt5VRSe46Xsnowaa2p5srSDo0ePptBQY/vv3NxcevTRRyky0jpRbe7cuaQFSKZVH9u5e08ZZGMq5zOse3w4+obDOtaJt+uEC8r1UPdk+mfvORrcuroYweATD7vLR1R4ZO6leXvMB4vuDRJp6u2tqVK08bOvPPOveMqm0zvWQXNZvH9bK/GtWz6yBKUX6caICvch69XE9RRRrfgI86hKSWUPcguK6Pr3jYnXB9/qT6FBgXQ5y72ifd7qNK/YQGXUqFFW1++++27SMkuOir+3BNzFxZnK2+VrJTctA+WIjwyxSnwODjQFKqaDw67TaWJVD/cF4iCG65Q8cn2yX+op8ZclnrLxpnqVoujZfo28+jv1TL7U1xVOcHZFPvVTkkOy6ZqbP1tLS56+3u2fPWda6SbhKsqaClRmzZpFeiIlN6Hgm/IlRIbQ5Wv5VLuMzbV41U9ugWflxD+7C9M+aiZVaOWy+pxD8O7iAyKxlkczPr2rDbWrHee3bauT4P77+cPbWtGzpjocUH7ibPLTHr+hHk1bcdRnz5dXWES3fG6pCXTofJZ5qbyE38cPdnfcSf4zJwsClM6v4wWrV6+mm2++mZKSkkSuwfz580lpUz9BSKZVvGbVY72Swe7J6r9Dbw2g/W/0p6ZJ6K6tZiFBgeaCapxDwEHKgOZVxaoefwYprpZV23r4+mQa3q4GLX66u5hC4NwW7jUEvvf4DfWtrj/Tt5F4PfjkC58ttw80hn6xXkwvSfh9vNMmeJHY3s4F6srSQkIXgQovb27VqhVNmzaNlAbJtOoRYqq8VJZ/OM7Bcrc5259PdBOJmJ5k/IOyGxhy8Td+Tbnw2hcj27rdOdeX2tdxL5m2tmn4nsu1r37+BrEqqVUNY9Is+JbtZwBPF3IBQD4tf7aHy5/l/DZPnTctObfFU5Vyc7edFp9pnGTL7RXkvaNsnUnLIaXza6AyYMAAeuutt2jo0KGkNNKICqZ+lE9qHFmW3jvL919w63Hc06WFg2WjoE4DW1QVxds6JyfQH493pbuvq62I1Yw8JeWqc+8jPSzf2B2tTOQD5uRhLcRl1xVqwVc4Hyhl8kCn94+8rhZtcVHkz1nVZXeEBgfSmsOXaNgX66n1G0vFKiF2c6ukEovNKRFSRUtIpsXUj/JxnRP2yh+lL4gktTu3/ZZjm9WvxbbvevbSoKa067Ub6aeHr6Mm1fw/jdeqpnEkpEt954nh/ZtVpa71jH1n2PIDjoNsbjbI1W7fv7WlD7YU3OEq6O3ZqLJY9r7quZ5eT979avUx0RxRwquEVh68YD6evdC/sfm+YBW0iVH+Fsrk5eVRRkaG1clXMKKir8TpTSnGegKv3NTU6r4XB1j+oVnNeN92NgV9mzKsBY3oVIteu7mZ3X08HbXppd40/e62VqXPXdV6SogKVcQIkZ7ViHP8mSFNL3pSMDIjx/2ilnkF1iPMo2dtpuOXjdXkw4IDzNOehcXIUfGqyZMnU2xsrPlUs2ZN8hWMqOjH3jPpokR5dFiQXXIsd0qVe9XBAQTAW3hU552hLaiOgxVsnHNQOTrMLvB4tGc9vAB+NKxNdXE+slMth/fPvq8DDW1TnWbc3a7USdMVI4xBzcVM98shOCpSmXLJGKjwyIr0vGqY+nF7ebISTJgwgZ555hnzdR5R8VWwIvXCUEvTJii9jceMxdx4tURJLRM6lCIBDsAbpCaKLFnWrbsVcqb86p1hLejm1kkiz8mR+pWj6aM7WlN2fqHD+92pdJyWbRxJuSpLjC1JnoOcvQqyL2DSlzCs+vEyroobExNjdfIV9PrRj+0n05yuspAPq9tOCwGUh5cGNjG9/4znLKliOP3v3vb0+5jOmNrxM+6efUOjyiV20eYKss40rhotig86Mmt0B3Prg92p6WXaVinHhb+QBZu+lBUWGejoxSx6bcFeu4JwSuHXEZWsrCw6csSyLjwlJYV27NhB8fHxVKuW42G08oKpH/UY16chfbTskPhnL0ug0tqUyCgfbg2SfXg80K1uGbcUwHMPXZ9Mt7WvYZfL0Kcp+vWoiavR2l8f7UwZuYXUdcq/VrcfeLO/CICkHj62rT1sce0fV61EuLgh46BIGlHhHBXuFM+jNntS0+m3McqrwePXZNotW7ZQmzZtxInxtA5fnjRpEvkbkmnVQ6ojkRDleRdj/gZxLiOX+DPEtlttfEQIdamXKJLOpNUYAP6ADt3a8mzfhnbTelwNWe6bUe3NozTpbibRvufmCq/AAJ76MQZOu0+nm6eWtpSxX5omR1R69uxp181Rcb1+kKOieNI/HFcV9dSOU8Z/zEZVY+w6oXLRP244yI3hShrWBQAoCS8X527czvJZ5Ho3cT1iVr9yFI3oWIve+GufVe0Wd/C0j1To7bU/LT+vVKpanlyepGTakpIrQTkF36T+TGWd9mlQ2fjPPrBFNfO3WQQqAFBWvFycR2mdLRnf9Vo/erRHvRILwSUnRtKyZ3rQ6C517O5b/2KvEreDn16aBlIDBCpOSAc9BCrKJ2Wt89wsJ4R5Yrup90UbU7Ia+78HO4kh1Kd6N/DylgIAOBcTFixqN3EhOFdCTDVQuHJ6PdMKsDcGNzMnWpfUp6phldLl8/mLqpYnlycEKurx584z5suz1x+n125xr9YJNzHk+VnWRjaiUiUmjG5v77saPQAAnqhQgevoOK69svxZYwqFfJSmpC/YttPcSocRFSf2nzVWvcWIirrqS8jzi0rCc8W8XC86NMjtuV0AgPK27/X+Vtefl5XAZ7ZTSfLcykQHiwy4Mq2aqGtry5EUcappHk+v7upYs8RCR47sME378IoeNJ8EACV3aU6ZPJBualmNejaqJIpTuiIvq+Aov05tOXfqGv8pR9LQWtWYMH9vCpRA6pkh4VES2/brjuxwUj8FAEBpKlSoQJ+PaOvWY+UzAY5K9HPJBe4azrVb1AAjKiWs+pFHpqBMcZHWQ5ubjxsbDLqbSItABQC0JEA29fP6Lc0dBj1qWiyAQMUJVKZV74jKqSvZJf5MRm6BKBvNWstW/AAAqF2xLPO2eXXHrWYqRTteWaTE2mYIVJxAZVr1sG3q9dbf+0v8mV2n0kUWfc348BKXAgIAqEmRbEGBtJRZ8qZpGfM+04IRW+58fpY3BCpOoDKtenExpJJsP2msSNumput6AwAAah5RCQkMoD6yKrd3X1dbnPd1Uvn2m7UppDRIpnUClWnVy52pHGnFD/JTAEBrjl/KtspHeWtIc1EYkyvZSkuZXdVSuZCRS5UVtJAEgYoTpmKnVklJoA7X8lxnsvMcrDlQQX4KAGhMYlQIpZp6+TDuWfbt/R3tegWV9EVdKTD1U8LQGQq+qcOUYS3Ml/NLqKNy6koOXb6WL4ZEmyU5TjQDAFCrnaaK267Y5q7IVSBlfUFHoFJiCf3yfDmgtO7sWIs+ubO1WwXftps6JjdJiqHQIHUVPgIA8DWl9eLFYbiEZFpM/agHj5C4M6IiTfvI+/sAAOjN/jesS/NLlDXxg0Cl5IJvAYjl1CLU1L8iX0owcmL7SfuOyQAAeuOsgrd8ebMS4CjshPRCIU5Rj5BA4z/dLhfzs3mFRbTvjLF+AFb8AIAWzbi7rdvNB7+zSbJlCFRUl6OisMk6cCrY1O7AVQE3DlJ4xCU+MoRqxUfgrwkAmtO/eTU68vYAOvDmgBIfe33DSnR8yiAa2KKq+TYEKmqro4LlyapRxbTuPye/0K36Kbat0QEAtCLIw5UgC3efs6vMrhSY+nFSZ0NaRh6AERXViAozlgW6ll/k9BsBCr0BANhLrmSp6P3K/D2kJAhUHJAf5DCioh4xYZbmhJm5BS4TaZGfAgBgMW2EMa+FbTh2mZQEgUoJVfkwoqIeQbLRL0cDKpez8uikqbNyKyxNBgAwa1LNuvjlvwfOk1IgUHGgWLa6Fcm06iFPOZE35ZLsPG0cTalXKZJiwy2jLwAAYO3+2VtIKRColDCiIv+WDsrGybFSsOKoVYVl2gcdkwEA1AKBSgk5KqhMqy4VZAnRTivSotAbAIBqIFBxUT6fYepHXaTA0uDgNcWKHwAA9UGgUlIyLWZ+VEWa+rHNUTl2KYsycwtFpcbGVaP9s3EAACpNrvUnBCquyudXMOY9gHpIr5ftzI+Un9KyekWPCyEBAOhNUqyxgKYS4BPbAZTPVy8prLQdUTFP+yA/BQCgREoqzYFAxeWIinJeKPAwR8XJiEob1E8BAChRtotWJOUNgYoD0rdxJNKqj6PlyTn5RXTwfKa4jBEVAICSrTtymXaaRqL9DYGKA5j6Uf+IinzqZ3dqunhNq8SEUrXYcD9uHQCAerz+515SAgQqDmBERQN1VGS3bT95VZy3QaE3AAC37UnNICVAoOJAkamEPhoSamN5MhJpAQA8ly8dDP0MgYqrZFoFZT1D6Zcno9AbAEDJHr4+mZQIgYqrqR+s+lEdKbaUSuifS8+ls+m54vaWNWL9u3EAAAr2Yv/G9GSv+la3OWpHUt4QqDiAZFoNjKiYru84ZcxPaVQ1hiJCgvy4ZQAAyhYQUIEaV7WuSFtQhEBFkQrNUz/+3hIo7YiKNCq2XSr0hvopAAAlMth0SlNCngoOxQ5IB7kgRCqqHVEpLrYp9IaKtAAAJbKd6SkoRKCi+F4/oNblyQYqLCqm3afTxXVUpAUAKFlOQZHVdYyoKFSxKVBBZVp1l9A/dD5L/NNFhwZRvUpR/t40AADVHP8kf+48Q/6GqR8HikxjX+j1o+4S+ttNibStalbEUnMAAA+Of5K3/t5P/oZAxQGs+tFGCf0dpvwUJNICALgnOVF5o88IVBxACX314+8EWPEDAOCZzvUS6N3hLUhJFBGoTJs2jerUqUNhYWHUqVMn2rRpk1+3R1qNhakf9ZEWaqXnFNDRi1niMjomAwC4744OtUhJ/B6o/Pzzz/TMM8/Qq6++Stu2baNWrVrRjTfeSBcuXPDbNmHqR70qmNb98LQPT7XWjA+nxKhQf28WAACoNVCZOnUqPfTQQ3TfffdR06ZNacaMGRQREUEzZ8702zYhUFEvaUn5NlPH5NbomAwA4JVjoi4Dlfz8fNq6dSv16dPHskEBAeL6hg0b/J71jF4/6i34tt0UqKB+CgBA2exJNdaj0mWgcunSJSoqKqIqVapY3c7Xz507Z/f4vLw8ysjIsDr5QmhQAFWJCaX4yBCf/H7w/fLkjNxCcY78FAAAz/0+pov58kfLDpE/qapL2+TJk+n111/3+fPc2KyqOIH6yIsJBwdWoKbVrBtsAQBAydrVjqPHetajxXvPUX0/F8z0a6CSmJhIgYGBdP78eavb+XrVqvaBwoQJE0TirYRHVGrWrFku2wrqIF+p1TQplsKCA/26PQAAavV8/8bi5G9+nfoJCQmhdu3a0fLly823FRcXi+udO3e2e3xoaCjFxMRYnQCcBSrITwEAUD+/T/3wCMmoUaOoffv21LFjR/r444/p2rVrYhUQQFmgYzIAgPr5PVC544476OLFizRp0iSRQNu6dWtavHixXYItgDvknT47JyfgjwYAoHIVDAabDkQqwjkqsbGxlJ6ejmkgEKavPEqz1qXQg93r0sPX18NfBQBA5cdvBCoAAACg2EDF75VpAQAAAJxBoAIAAACKhUAFAAAAFAuBCgAAACgWAhUAAABQLAQqAAAAoFgIVAAAAECxEKgAAACAYiFQAQAAAMVCoAIAAACKhUAFAAAAFAuBCgAAACgWAhUAAABQLAQqAAAAoFhBpGIGg8HcLhoAAADUQTpuS8dxzQYqmZmZ4rxmzZr+3hQAAAAoxXE8NjbW5WMqGNwJZxSquLiYzpw5Q9HR0VShQgWfRX0cCJ06dYpiYmJI6/S2vwz7rP3XGa+x9l9jhtc5htSCQw8OUpKSkiggIEC7Iyq8czVq1CiX5+KDtl4O3HrcX4Z91j68xvqA11kdShpJkSCZFgAAABQLgQoAAAAoFgKVEoSGhtKrr74qzvVAb/vLsM/ah9dYH/A6a5Oqk2kBAABA2zCiAgAAAIqFQAUAAAAUC4EKAAAAKJYuApXVq1fTzTffLArLcGG4+fPnW93PaTqTJk2iatWqUXh4OPXp04cOHz5s9ZgrV67QyJEjxfr8ihUr0gMPPEBZWVlWj9m1axd1796dwsLCRNG09957j5S2vwUFBfTCCy9QixYtKDIyUjzm3nvvFYXz1Lq/7rzGco8++qh4zMcff6z5fd6/fz/dcsstol4Bv94dOnSgkydPmu/Pzc2lxx9/nBISEigqKoqGDx9O58+ft/od/PhBgwZRREQEVa5cmZ577jkqLCwkpe0vv1ZPPPGEqK3E/8dNmzalGTNmWD1GTfvLJk+eLF4zLmrJ2zJkyBA6ePCgT/Zp5cqV1LZtW5GQWr9+fZo9ezYpbX/5f/TJJ5+kRo0aide4Vq1a9NRTT1F6eroq99fd11h+rBowYIDD97+a9tljBh1YuHCh4aWXXjLMnTuXE4cN8+bNs7p/ypQphtjYWMP8+fMNO3fuNNxyyy2GunXrGnJycsyP6d+/v6FVq1aGjRs3GtasWWOoX7++4a677jLfn56ebqhSpYph5MiRhj179hh++uknQ3h4uOHLL780KGl/09LSDH369DH8/PPPhgMHDhg2bNhg6Nixo6Fdu3ZWv0NN++vOayzh+3m/kpKSDB999JGm9/nIkSOG+Ph4w3PPPWfYtm2buP7HH38Yzp8/b37Mo48+aqhZs6Zh+fLlhi1bthiuu+46Q5cuXcz3FxYWGpo3by7eM9u3bxfPmZiYaJgwYYJBafv70EMPGerVq2dYsWKFISUlRbwugYGBYp/VuL/sxhtvNMyaNUu833bs2GEYOHCgoVatWoasrCyv7tOxY8cMERERhmeeecawb98+w2effSb+dosXL1bU/u7evdswbNgww4IFC8T7mfe5QYMGhuHDh6tyf93ZZ7mpU6caBgwYYPf+V9s+e0oXgYqc7QtcXFxsqFq1quH999+3OpiHhoaKAxHjF5V/bvPmzebHLFq0yFChQgVDamqquP7FF18Y4uLiDHl5eebHvPDCC4ZGjRoZ/MnVQVuyadMm8bgTJ06ofn9d7fPp06cN1atXFx8ItWvXtgpUtLjPd9xxh+Huu+92+jP8Pg8ODjb8+uuv5tv2798vfhcHsIw/8AICAgznzp0zP2b69OmGmJgYq7+DEva3WbNmhjfeeMPqtrZt24rgRu37K7lw4YLY3lWrVnl1n55//nnx97N9//BBVEn768gvv/xiCAkJMRQUFKh+f13t8/bt28Xn19mzZ+3e/2rf55LoYurHlZSUFDp37pyY7pHwMHmnTp1ow4YN4jqf81RA+/btzY/hx3MJ///++8/8mOuvv55CQkLMj7nxxhvFEN7Vq1dJyXjYlIcSeR+1ur/cF+qee+4Rw6HNmjWzu19r+8z7+/fff1PDhg3FNvJQML+n5cPFW7duFVOB8vd+48aNxXC6/L3P04RVqlQxP4Z/H/dU2bt3LylJly5daMGCBZSamiqGyFesWEGHDh2ifv36aWZ/pSmO+Ph4r+4TP0b+O6THSL9DKfvr7DE8XRsUFKT6/XW2z9nZ2TRixAiaNm0aVa1a1e5n1L7PJdF9oMJBCpO/wNJ16T4+5w96Of6n4DeS/DGOfod0n1Lx/DbnrNx1113m3j5a3N93331X7APPZzuitX2+cOGCyNmYMmUK9e/fn/755x8aOnQoDRs2jFatWmXeZg66pADV2XtfLfv82WefibwUzlHh/eL95g92Di61sL8cfD799NPUtWtXat68uVf3ydlj+ECXk5NDStlfW5cuXaI333yTHn74YfNtat1fV/s8btw4EYgPHjzY4c+peZ/doeqmhFA2/E3s9ttvF98+p0+frtk/J3/r/OSTT2jbtm0+67KtNPyBx/iDjT/kWOvWrWn9+vUiwbRHjx6kNRyobNy4UYyq1K5dWyTfcpIpJ9/afpNUI96XPXv20Nq1a0kPStpfPsBy8igHp6+99hppdZ8XLFhA//77L23fvp30SvcjKtIwmm2WPF+X7uNz/oYqx9nUnIEuf4yj3yHdp9Qg5cSJE7R06VKrTsla2981a9aI/eHhcB4l4RPv97PPPkt16tTR5D4nJiaK/eQPcbkmTZqYV/3wNufn51NaWprL974a9pm/EU6cOJGmTp0qVga1bNlSrAC644476IMPPlD9/vK+/PXXX2I6S94x3lv75Owx/LnAq2uUsr+SzMxMMWLGK2XmzZtHwcHB5vvUuL+u9vnff/+lo0ePilEz6fOL8equnj17qnqf3aX7QKVu3briBVy+fLlVpM55CZ07dxbX+Zw/CPibufzNw99aed5fegx/g+MAQMIBAC+ji4uLIyUGKbwEe9myZWJZo5zW9pdzU3hZ8Y4dO8wn/pbN+SpLlizR5D7zdAAvebRd5sg5GzzawNq1ayc+4OXvfX48BzLy9/7u3butgjgpsLUNgvyJXxM+cU6RXGBgoHl0SY37y6OdfADjgzG/H/nzSs5b+8SPkf8O6THS71DK/kqfz5x3xO9xHm3gUgFyatpfd/b5xRdftPv8Yh999BHNmjVLlfvsMYMOZGZmioxpPvEu8xIvviytcuHlyRUrVhTLGHft2mUYPHiww+XJbdq0Mfz333+GtWvXiiVx8qWrnH3PS1fvuecesapkzpw5YimYP5auutrf/Px8sfy6Ro0aYikcZ5BLJ/mqBjXtb0n77Ijtqh8t7jMv4+UVIV999ZXh8OHD5uWIvPRavrSVl0L++++/Ymlr586dxcl22WO/fv3E+4WXMlaqVMkvy3VL2t8ePXqIVQ28PJmXYvKSz7CwMLFaS437y8aMGSNKJ6xcudLqfzU7O9ur+yQtXeWl7LxqaNq0aX5ZulrS/nKJgE6dOhlatGghlifLH8P7qbb9dWefHXG2PFkt++wpXQQq/MHFL6ztadSoUeYlyq+88oo4CPGy5N69exsOHjxo9TsuX74sDlpRUVFiydd9990nPjjluAZLt27dxO/gZWQcACltf7m+hKP7+MQ/p8b9dec1didQ0eI+f/PNN6IeDB+wuUYM1wqS42D8scceE8uu+UNs6NCh4kNS7vjx46J2A9eM4doMzz77rHkpqJL2l7d79OjRokYO7y8vG//www/F/7ca95c5+1/lIMzb+8R/39atW4ulvsnJyVbPoZT9dfYe4BN/tqltf919jd1Znq+mffYUuicDAACAYuk+RwUAAACUC4EKAAAAKBYCFQAAAFAsBCoAAACgWAhUAAAAQLEQqAAAAIBiIVABAAAAxUKgAgAAAIqFQAVAZ7iD9Pz580nJuNkat7svD6+88go9/PDDPn8e7lrNDRMBwDOoTAugAaNHj6Zvv/1WXObuqvHx8aKD8F133SXukzfrO3funGiiGBoaSkrFXau52R53x/Ul/ls0bNhQNHSTmjX6Cnc55oZzc+bMoe7du/v0uQC0BCMqABrBbe/Pnj1Lx48fp0WLFtENN9xAY8eOpZtuuokKCwvNj+Nu4f4MUviAXRIOtHwdpLD//e9/1KVLF58HKYy7/Y4YMYI+/fRTnz8XgJYgUAHQCA4+OAipXr06tW3bliZOnEh//PGHCFpmz57tcOqHgwZuMV+tWjUKCwsTB+zJkydbPXb69Ok0YMAACg8Pp+TkZPrtt9+snvfUqVN0++23U8WKFUWAMXjwYBEsSXhEZ8iQIfT2229TUlISNWrUSNz+xRdfUIMGDcTzVqlShW699VanUz9Xr16le++9V4wERUREiO05fPiw+X7eP37+JUuWUJMmTSgqKsocuLnCoxu20zH83E899RQ9//zzYn/4b/raa69ZPYb/Ll9++aUIAnl7+Dk3bNhAR44cET8fGRkpAqCjR49a/Rw/14IFCygnJ8fldgGABQIVAA3r1asXtWrViubOnevwfv52zwfOX375hQ4ePEg//PAD1alTxy6HY/jw4bRz504aOXIk3XnnnbR//35xX0FBAd14441i9GPNmjW0bt06c5AgHzlZvny5+P1Lly6lv/76i7Zs2SKCgTfeeEPcvnjxYrr++uud7gcHO/wzvK0cEHAD2YEDB4rnl2RnZ9MHH3xA33//Pa1evZpOnjxJ48ePdzm9tG/fPmrfvr3dfTyNxsHGf//9R++9957YTt52uTfffFMETzt27KDGjRuL0ZJHHnmEJkyYILaVt5GDQDl+Lh7d4t8LAG7yd/tmACi7UaNGGQYPHuzwvjvuuMPQpEkThy3in3zySUOvXr0MxcXFDn+WH/voo49a3dapUyfDmDFjxOXvv//e0KhRI6ufz8vLE63mlyxZYt62KlWqiNslv//+uyEmJsaQkZHh8Hl79OhhGDt2rLh86NAhsR3r1q0z33/p0iXxHL/88ou4zu3q+TFHjhwxP2batGnieZ3Zvn27+JmTJ0/aPXe3bt2sbuvQoYPhhRdesPq7vPzyy+brGzZsELd988035tt++uknQ1hYmN3zxsXFGWbPnu10uwDAGkZUADSOj6s8VeFspIJHBHg6hkc4/vnnH7vHdO7c2e66NKLCoyw83cEjKjySwieeLsnNzbWa9mjRooXI0ZD07dtXTDPxVNI999wjRnJ4RMQRfi5OEO7UqZP5toSEBLHN0nYwnoKpV6+e+TpPZ124cMHp30WafuGpJ1uciCzn6HfJH8NTV9J+ym/jv0NGRobVz/EUmrN9BQB7CFQANI4P5rzaxBHOZUlJSRHTGHzg5lwTea5ISbKysqhdu3Yi2JGfDh06JKZCJDyNIseBzbZt2+inn34SQcCkSZPEFFVaWlqp95NXCclxcGYc/HAsMTHRnP/izu8qLi52+hgpEHR0m+3P8ZRTpUqV3NonAECgAqBp//77r1h6yzkmzsTExNAdd9xBX3/9Nf3888/0+++/i4OpZOPGjVaP5+ucPCoFOpzUWrlyZapfv77VKTY21uW28ShJnz59RA7Irl27RAIub68tfi7bvI7Lly+L3JamTZtSafHoC+8756mUFx5l4lGWNm3alNtzAqgdRlQANCIvL0/UBUlNTRWjFe+8845YgcMrUzjp05GpU6eKUY0DBw6IUZBff/1VrHLhFTQSvm3mzJni/ldffZU2bdpkThLl5FoemeDn4WRaHp1ZuXKlmEY6ffq0023lhFpO5OXRlxMnTtB3330nRh6kFUFyvDKIf/9DDz1Ea9euFdNNd999t1jdxLeXFteW4UCJf2d54b8RT3fJp6gAwDUEKgAawStneBqFV+3wqpsVK1aIYICXKAcGBjr8GZ6C4RENXo3SoUMHMaqxcOFCqwJxr7/+uljGyzkZHFBwYCONZHBeCK+wqVWrFg0bNkyMfjzwwANi1IBHK5zhQIhXIvGqJP4ZrtrKv7dZs2YOHz9r1iwxxcRBF+fI8JQOb6ftFI2nHnzwQbFvttMzvsL7yAEXALgPlWkBwPkHRIUKNG/ePFEHRYs44OEk3XHjxokqvr60d+9eEZjxyFRJ02IAYIERFQDQdSD21VdfWVXu9RUuPscjUghSADyDERUA0O2ICgAoX5C/NwAAlMvV8l4AgPKAqR8AAABQLAQqAAAAoFgIVAAAAECxEKgAAACAYiFQAQAAAMVCoAIAAACKhUAFAAAAFAuBCgAAACgWAhUAAAAgpfp/VuwvGmixqKIAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I.fits\n" + ] + }, + { + "data": { + "image/png": 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mMgkDG+tzsVZdjjxhmYslvnBh5fWUWHXs9RIZRoDVBwAAlPciznNDagiEVITHVlv8sJ0KZg10aZhGbROr9QCBEACAPPMprX/nfzz/AAUH+ZMapCgQio2NJT8/P/laY3D7L98ThQMTFg909oP29Ll6JqntuaiO7DK90nOhTQDQv7UnnFsjUnVzhFavXk1dunShggULkq+vL6VJk4aCgoKoTp06NGbMGLp+/bpyLTWqZI54c3ZecltTtp2NL2LojHd+SXqitFZgiQ0AAH0npjgVCC1dupSKFi1KH374IaVKlYq+/PJLWrJkCa1du5ZmzZolAqENGzaIAKlnz550+7bzB0x4LSLqieQPyrernM+0SqnOs/e57bkAAMA40whMpPKhsfHjx9PkyZOpWbNm5O2dOHZq3769+BsREUHTpk2jP/74g/r27St/a3Vu8+lbiS/EJBWwAx8LAAA3BkK7d+926sFy5cpF48aNS2mbDOulnQywl1Yz6XHwcz+85qBnl+88oisoYwEyTyPg1eUDUvuQVqCOkIqsO5l48tia46/T1TFfBcwwWRrkyFKtO2ELTVx/Fi8myPqjcerGc9LvTxrJGouLi6OtW7fS9u3b6cqVK/T48WPKmjUrlStXjho2bEh58uRRrqUGJXWZCpCXnpfY4JpVD2JfUJC/r6ebAh6QsLI7gFyOXovSVIkXp3qEnjx5QqNHjxaBTvPmzUX2WFRUFPn4+ND58+dpxIgRVKBAAXHdnj36yBZytzORD+xefvfhM9V/iNxt1vaLbnsu/YZBRN3nHaAyX69z+NkD4+Ehjfm7L9P1ZBI3AOTeV5rUHghxxtjRo0fp119/pZiYGDFnaPHixWJS9KpVqyg8PJwuXLhAtWrVonfeeUfcDqT5wUFXorsrR2vB6JWn3PZc3605TeF31bGIrdw2nIqfnP/n3iuebgqoxNjVp2jYfydEYVcAKbTcee5UILRu3Tr6+++/RY8P1w+yJ1++fDR48GA6d+4c1a9fX+52AuaFeASvct/hF+eSBQC0zlwr7P7j555uChiMl9oDoZCQEKcfkAOlQoUKpaRN4EDUE+ycPOFG9FNS+1yfY9ei6cFT1z4f3lr+KQcuw9sOcvLS8EQCyVljPGHa0eU8RAbKqTdhC15eSOSj3w/Qm9N3UJVvN+LVAQDZRD1+RmdvPtB9YO10IMRzg7hwYmBgIAUHB9Pw4cPp5cuXluu5mjRPmAYA99r0qhDn42evv49SaHkHBgDKKffNemo8eRudjozR9cvsdCA0bNgwOnLkCM2fP1+sKzZv3jxq1aoVPXtmldWE4iauw8EIPETLXdrgOrzvkBzTq1yd3ReUX0Rb9VljbNmyZfTzzz/TW2+9Rd26daMDBw6IXqA333xTrEKv95orSjt4+b6nmwAasnD/VYdF8qRK+LXlX3/HI6JdbRoAGJCXE8d/tfaVOB0IcdDDmWFmWbJkEQutPnjwQGSTcXFFcF1kjLon5II2NJy0VfJ9vF715r54GSdOTadspzem7aAYFydfg3Zd1mmpCHAvLy8dZo2xvHnz0qlTtvVb0qVLJ1LrueBimzZtlGgfAEgQfu+xSzutzrP3UeVvN1LM09fVhu8/ej3sDTqEDnxQES8Pjig5HQg1btyY5syZk+jytGnT0tq1a8nf31/utgGAm3ZA28/doXuPntGuC3fwmgOAoeJqp9caGzlyJF2/ft3uddwztH79ejp06JCcbQMAN+/AUEgPAFwJclLaoePJZCunA6GMGTOKkyMcDNWpU0eudgGAu1jtwLDGFACklFonRcuy+rzZ/v37afPmzXTr1q1EBRYnTZokV9sAwA1QWRrA2E5cj6aR/3eSvmxanCrkc9zhoeTQmCfnCEkOhL799lsaOnQoFStWTBRWtG480udBjQY3K05jV5/2dDNUS8tj++B5tx48paxp/bD/17B3Z+2lqMfPqd1Pu+jyuBYuPYaWj/+SA6GpU6fS7NmzqWvXrsq0CEBm71XNp8lA6PDVKPq/I/bn5cnJev+l3V0ZeMKm0zfpw7kH6M3QnDStYzm8CRoVlcwiu3IFOSa9rDXm7e1NNWrUIE+ZMWMG5c+fX2SpValShfbt2+fwtnPnzhVvoPUJ2W2gFa1n7KTfdlxS/HlQYdiY5Di2Td90Xvx1R8AO6ual4V9RkgOhvn37imDEExYtWkT9+vWjESNGiAy10NBQatKkiZir5EhQUBDduHHDcrpy5Ypb2wzqEODr4+kmqJaWd2AAoA5eGt6nSB4a69+/P7Vo0YIKFSpEJUqUIF9fX5vrlyxZQkrhidjdu3enDz74QJyfOXMmrVy5UgzVDRo0yO59uBcoe/bsirUJQOu0vAMDz1LrUAfIy0vn+wXJPUK9e/cWGWNFixalzJkzU/r06W1OSuHFXQ8ePEgNGza0Gabj87t373Z4v4cPH4qlQfLkySMWiT1x4oRibQSQy4aTN933Yup9Lwd24V0HWT8rXtr9REnuEfr9999p8eLFolfIne7cuUMvX74UmWrW+Pzp0/YnwnJmG/cWlSlThqKjo2nChAlUvXp1EQzlzp3b7n14AVnzIrIsJiZG5i0BSNqpGzHUbd4BvEwAoBleZKAeoUyZMolhMS2oVq0ade7cmcqWLSuKPfKwXdasWennn392eJ+xY8fa9HBxTxJoX/uK9gNftdly5hY1m7rdc0NjDnZnMzafp3dn7aHYFy/d1i5QPxTgBB10CEkPhL7++msxWdndq83zavc+Pj5086btkAGfd3YOEM9nKleuHJ0/H5/pYM/gwYNF75H5dPXq1RS3HTxvSIsQ8veV/HF3u65z9qtyB/b92jO08/xdKjZ0DcXFYWaIHsiREn0z5nXvOejD+VsPqcvsfXTwyn3DVJyWPDT2ww8/0IULF8SQFKexJ5wsrdR6Y6lTp6YKFSrQxo0bqXXr1uIyrmrN53v16uXUY/DQ2rFjx6h58+YOb+Pn5ydOoC9+qXyoYUgwrTh6w9NN0bz9l+9RlYKZPd0MAFDAR7/vpyt3H9PWs7dfX+hE0KzlMhySAyFzEOIJnDrfpUsXqlixIlWuXJmmTJlCjx49smSR8TBYrly5xPAWGzVqFFWtWpUKFy5MUVFR9P3334v0+W7dunlsGwDUzJlOgmcvbZfVAQD9iLj/xOnbbjt7m3JlDKBCWdNqemhMciDEw2Ke0qFDB7p9+zYNHz6cIiMjxdyfNWvWWCZQh4eHi0wys/v374t0e74tLxjLPUq7du0Saf8AEO/ZC8eBzenIGJq07ixeKgCwcexaNHWeHV/Q2NVlOTQbCPGCqzwkxVWdre3du1fM4eHeGiXxMJijobAtW7bYnJ88ebI4AWh9LRwlzbKqXp1wDL/pFPdO3Ab3wbcBUuLkjWjdfJ4kzx793//+Z3cCcUREhLgOADzrpcTJzNY9Qp6KFeftvkyDlxwlk1pnU+oQXmnA58LFQOjkyZNUvnz5RJdzNhZfB+BJI1uWdHhd+bwZXH7cocuOkVaEDFtDc3cqv0aZnIb/d4IW7LtK28/d8XRTACABd/w+8mSHveRAiDOqEqawM17HK1UqySNtYCCFsgYq/hxdqud3+AULyRHk8uP+sSectIInM3/9fyn/UeKoc0bJTptHsS+Ue3DQzVAGqI+Xgw/U7QexNHb1Kbp85xGpleRAqHHjxpZaO2ackTVkyBBq1KiR3O0DHcmRPsCjz+/oAN6uvHPFFl8YIFvKel/20ANBCY/qce/bH3uwOLLWoL6UcW05c8th+nyfRWH089aL1PrHnUkOyHpyVFxyIMTLVPAcIV6/q169euJUoEABkZk1ceJEZVoJupAxMDWpUaMS2Zy63S/bL5KRmDNCEpq+2XFB0pTacf626H0buuy4Ys8Bylh2OAIvrQ6Y7EQkyQ1biUKwDm6z/3J8Ycaox89JrSQHQlyn5+jRozR+/HiRhs4p6VOnThWFCrEcBdgz8e1Q0evSrnwu1bxAdYpmtTk/870KVDhb2iTvs/SQNnf03CU9dcM5ipa4I7r36Jndy/ddupfsjtTVpRein6h3ZwlJw/wudffWzd5xSaS8u8LLDQOpnpwj5NKknsDAQOrRo4f8rQG34A+cO7sh21XILU47z6tnIuzvH1am/INWWs43LZWdGpUIpkJDVpFeVB6zgSZ3KEvd5x2gx89e0vnbD2lax3JiiM+maqzMJQbGrTktusLrF89GeTOloUHNipO/r48loy3myXPV9g4C6NGSsAgateJkopo/vHbgwVc9NmaurqDjcM/h5ONpamgMtK17rQIUNqwRbfqijuEmZ5qS+Ub6eHvJmpbuabcexNK7s/aKIIgduBzfk/Pbjkv00e8pW93+r73hDudMcRDENp2+RXN3Xabiw9bQPwfiS268PXMXlftmPZ2/9cCl5336/CVS7AEkOn0jxu7lw5edoE6z9srSS2T9I8pRD9KWM/Z/gHkaAiGD+apFCcqQJjUVzJr0MJBaIyFlVpF3rmEXVZz1IMWqY47XW5u68ZxTjzFk6TH6a5/zmXQD/j0q/h4KjxJ/l7gwzMjDbRxUdUthEAcA8Ra9+oHirh+gL1T6YxKBELhNcuPMBZ1Irx/TprTrDVDnd9D9ZBqMD3sV1HB22ecLw2j9ycRlNaRKqnv834PXxN+Np2+l+HkAjMSkwC7DlOBRHfU6peQ53AWBEKTYgCbFZPmgp/bxTvZ632RuI0XlApkowNeHahbJQkZwI/qp+JvMCKBk0zedp/8OXxdzkZTcMVsHSTxEBgDqXKrHlbk/nly9XvJRhVPnr12L/2XG9u3bR3369KFffvlF7raBRvDKw0rb0K8O7R/aMEWPkfD7uKhHVToyojGl9TNOIdBLdx7JtrsxP86tmPgAS4qftlygszcfOLXTtDc365M/Dkp+TgCj8uT8TBOpn+RAqFOnTrR582bxP9cO4iKKHAx99dVXNGrUKCXaCCqXPsBXli9jrgyOCy5yaruzz+Ps8/PkvtSpjNUpWm/CFtkWn937Ko3e3NMk1Ue/70902ZoTkTbn7z96RhVGr6eB/x6xuXyzwpMuZ22/SP0WHUaRQCI6eOUeTdt4zhAFRfXK3cGIiUziB1Kr6Ts0kWQi+Shw/Phxqly5svj/77//plKlStGuXbvozz//pLlz5yrRRlC5qgUzOXW75A7Ab4bmJCVVKpCJimdPRy3K5HB4m2zp/MhTuBS9ln4dRkQ9ofO3HtLui3eduj1njFm7FRO/vY4OsFfuPqKF+6+KQmx/H3jdC+0Oo1eeEinHW8+pM8vFndr9tJsmrj9LC/YnPbEWC+aC2YuXJqr87UY64mLdIneTPCbw/Plzsd4Y27BhA7Vs2VL8X7x4cbHeGBiPsz0Myd3M1Y6KwNQ+9OhVinhSeH7R6s9rJdleOecgSbXpdMonGzvjqIw7J3vDW46YK8xa41+LdSdssXv7Ot9voVZlczpd/iChr5efEAUaJ7UPdbkXTM9rn0n9nX7h1kOFWgJq5+Vib7FWSN7rlyxZkmbOnEnbt2+n9evXU9OmTcXl169fp8yZMyvRRpCobblcTtfGcScpLamUPyMVeVXpOblV43NldH4Ns+QOiFk92CPkzkVZ5TJu9ekUHYjvPoyla/cdV6HmSdiu4ACLaxgtDYugy3cfu9xGACBNzPNxa4/Qd999R23atKHvv/+eunTpQqGhoeLy5cuXW4bMwHM4BX3EmyVpZKuSFJg6Fc3acZG+XeX6wUpOUn6U/9Ozuqh6ygW4qhZ0X4Ct9y+83MLv2QYZT5zombOhUJweZzXrOiVzFDxZ7VZpsci8AyetOxFJHSvnVTTLS1NLbNStW5fu3LlDMTExlDFjRsvlvORGmjRp5G4fSLB9YD3Kk8n2PehWs6BqAiF7R71iwenojIPhFb9UPtSkZHZDH6y0JmT4GkmfBik7Uynvs3UgJKVT9Oq9xzb31bPfd1/xdBNAIy4mKCZ7PCKaft99mfTCpbxhHx8fmyCI5c+fX642gYsSBkHMO4mjgLNza6yX5+hVvwiFjlynuYjfWRpoom6YFPxMWMcy3lZPcuRqFO2/fI8+rFEg0Xfj2Ys4qjU+PiPWCO48lHdyvlzZiCC/lMb2XgnOvzFtB+mJsXKHwcbK3rWoT8MiknZ0jlLYk0p9t9zf7mNKf1MSPpcxfr/rDwceUt5+kwyBUKsZO0VG2OJDibPQJA/raZzUr54zWWGcas/ZhABagkDIwPJnCaQ+DYvKsiNc9Xktt/1iXPa/GjS5Q/zcNCnp+6A+SvUiWA9v2XuKc05mQOk5yJb7peeJ6ZxqX2PcJnkfGFT1Xl+5q8yai57sT0QgBLJwpthh/szyzCHjzK7WZV9nxrUrn5umdSwn5kjZY5ApH5qk1M7P5MJBQGp6vtHcffTM000AF1nvA6uP3UgLJSyYnPAHC5e1UIInv30IhMBteNX7Lf3rUsfKeWQNWHjog4sx2psjpSVXDJjmPfS/427oEcLcFXukZv2sOIo6cXpwPfopDVpyTNJ9vEh5nvzB6tJk6f3794tlNm7dukVxcbY1SSZNmiRX20ACnvisleG44CB/UitPHTN5EdEft1wgo1mp0MHVeqfKXfnOzGGz/zjoJQLts9fbefhqlOTHuXBbn0U1JQdC3377LQ0dOpSKFStGwcHBNr+28MvLMxqGBNOMd8t56NnVz9VJtu703Rq1lDhQsQRvzrKwCGptVTzU9qYmSSvVc62h3gsPk5Ggo8zYWs/YKfk+k9adJaVoqo7Q1KlTafbs2dS1a1dlWgSSDWhSTNTcMSqt79A3n75Fc3bqpyaHu/RZdDiJQIgS/UCzDo7+2hsuvjfmJVU2nLpJ285iXTHQJ7mLH+qN5DlC3t7eVKNGDWVaA5oW5O/SSKuhgypeobn/P7Yrq4N9uy44t7hr4oKK8W9qgcGrLJc9jH1Bv+24pMiaYlvP3hbrnHFldDXDodE4UpwI4KXvhALJgVDfvn1pxowZyrQGFJE5MLX4m9Jlx5IbNsqeXr1zf9QoLs5EX/xzRGTjhOQIsqytBvYduJJ40dZdF+5Q+N3HIrCxeW2tPqsclFy7/9juOmmT1p1J0UK0XJxxSYKaRF1m7xPrnP2+S929fGqZynDpziO6jtpDquZF+ib5J3z//v2pRYsWVKhQISpRogT5+tqmTS9ZskTO9oEM/uxehcauOk1fNHa+ZpCS0vqlcutOXMqEV3d+4XkduO3n7pC/rzdN61hWDPWANJ1+3Sv+pvNLRcdGNrHbI8QH2g4/77F7/x82nad+jYuJwMWe5D46b8/cLf4WzpaWyuS2XRw4IonFZCFe9OPnVG9CfDr25XEt8LKolJdleFnB5yDPkXxE6t27t8gYq1evnlhtXi2/KrTshYyrgdtTPHsQ/f6h8gvipknt3Mfpvar5xPABT/JeYFXPQg3dru5qwbFr0fT92vjeiOFvlKTC2dJhHD8FHiToEUq40KrS1Y6v3nuSKBB6+lzZ77Wn3ZOhrtBVOz11AKoPhH7//XdavHix6BUCedx//DxF93dXLJrc84xrV5qaTtme7OP4+/rQ/I+qiP+tAyGX26Wxjluej9J7YRg9f2mipiWzW+oq4TeFfNSwcOqiA1dFT1H32gVJjyqOXu/pJoCbmTz/tVLHHKFMmTKJYTFQ1y8rpdQtltXp2+bPHEha546Qiues8HBNjvT+InhEr6o8eG6OeSg0QXmzJM3YfN7hdSntpRyz6hTpVYJON9vrkroSNLtfNKmg114VgdDXX39NI0aMoMeP0aWp90BoaIsQsUq3u+j114a1/ztynf45eE1MXJ/Soayotm12DXNKUoSHW8uNWkcFh6yi5UcinL6feYjSHg6onDmoa7E3T8k2D19+3OGcIJ5grpdClbwdcmYcqt2pGw9IjyQPjf3www904cIFUUwxf/78iSZLHzp0SM72GYIrgRCvt3X7QSwpqWrBzKoN0rTo6r3HNORVafte9QpTlYKZba6PdaLwHzg3zDxBpsJvnNW388IdmtS+rOFeej7If7PCtR6tP/aE0+jWpRNdHjpqnfg7smVJ6lI9P2ldlzn7Rf0pXudQ60v8JDfUzEFs+D19doBIDoRat26tTEsM7N5j6cEGB0EFsgSKQEXJISl9/G5Tx4T4zxeGiUm95fNmoN4NiiS6jbnejdZkSZua7jzUb8C85FCEIQMhLlcwe+frWktyGrH8hAiEHjx9Yfe7kupVoUu1MxfhXHzoGvVpaD8rl/fRnEFYOnd60qoLtx9Zglg9khwI8bAYyOueiweRDf3qiOyY1Kncs9PQam+2Gpr9w8ZzdCg8SqR5T32nnN0dvdrioM7V8tG83VeSvV27Crnp560Xyei9fccjoqlULu0c7JJLMnjwNGVJHOZlUA5euU9ftyxJPnYKmXX81basAQ+bdfxlDw1pHkIf1nTfsLySqny7QSRGLP6kOlXIlzHR9Tz0yvsoe6+P0ffd7uLyEfTgwYP0xx9/iFNYWJi8rTKYe49cG+LiL47SQZA7x/LL5U28k3A3JSYu7714l6a/mpA7pm1ph13oaps0ncrbuc9W0WzpSO9qjNtEs7Y7DvbGrj5Nb0zboanCgO74uHFtrPl7rtCa45FO7Uv6LjpML+JMNGrFSaef4/KdR9RnYRidiXRu/goHWx/M2Sfu5w4cBDEusMlB3m6rCun8mrSYtoMaTNySqORDSsUnDSACcobkoyivOF+/fn2qVKmSqCnEpwoVKlCDBg3o9m2s1eOKeylMn1eSO79GPNS3pk8t2vdVA/IUuX+URT1+Jg4GvD96q0Juahma023P7Sx7v1KlaGO13lfz0tlJj7gO0eiVp3S1OreXG8tS/O+vQ9R48jZSQufZ+2jZ4evU9kfnFhHlIpibz9ymT/6Ubz6rM6/V8iPXaffFuza9YLEv4ujUjRi6fPcxTd1wlhYmU05k8vqz1ObHnfTkWfLzCT+cu5+aTt0mbuuoYCi4GAh99tln9ODBAzpx4gTdu3dPnI4fP04xMTEiKAL39QgpLVBiBWg5fmFy8cds6Ty3VMe3bRJP8EzJL7JBi4/RjeinIsjjCaJJ8dQcoQDflC3Y6+2pCE6F9DQE8eiZvNlQ524lHyS68hUwT+B9ZBUcPHeiSK0ne+/s9Y5xlfNBS46JScmOTN14jsLCo+jfBMu62MPB3tmbD2nUihMpbq/eSQ6E1qxZQz/++COFhIRYLuOlNnj9sdWrV8vdPkO490idPUJ88M4QYJsVKMdQitL+V6+QywenIsHpqIdMBfAW7LtKa05Ekq+PF/3wTrlkA0tPjYz1b1JMtsfSWnFLcEzpythHr0Ul+fnh6uuuOHD5HhUduppmbr2gWNFN7t1ZdeyGy99dXgB4+H/2Sww4s1jvsxdJvzf3rbJ9eT+kBV4e3HVIPnLFxcUlSplnfBlfB9rrEeJJ1wu6VxVrXpk1KxU/xFE2j+2yAUlRcrKfFAOaFBfprK6SYyvO3Xxg+SU2oEkxpzJGPJF5dWR4Y4fvsSs7Ji1nxjjjVszTJK9X2TSvFLVV6U1pOT3poaw3p+9w6XEHLzkmfvzworpJcjEO4h6b3gvC6FOroTVXXitORLgVE5viHqUYO5PaEy5CDDIHQjw/6PPPP6fr169bLouIiBCr0vM8IZD+gfZ0rR5eBqBaIduaNklN4M2S1o/Uzl2ZdPY8ff6Sei88LH5R1yqShbrVVNcSC5y5ZpY+jfM9fklZ/XktGtK8uFsLcHpC5W836mZoTG2T81lKm8RzaOQKAnh+H2e9PU4wRPggVr4e/FXHX/cqmf22w/mSBd+uOkVlvl5HG07etLlchW+tqkk+WkyfPl3MB+JiirzUBp8KFCggLps2bZoyrdQx/tKaswrUJKkd+vJeNVQ1KVbuL31K343v1pwWEyAzB6amie1D1TeHxsnmSGl1SI4g6lG7kEcDUDWYuF6eQo5GldRnbmnYNXpv1l4RoCQ1h4bn5Dn7PU8qk+2DuftFosPw/2zn2Ni7i3kfxMNaY1edsskMS8r2c4kTjH7edpGinzynIUuPiQy3pPyy7aIlILJtj8r2OSonea+VJ08eUT165cqV1KdPH3FatWqVuCx37tzKtFLHPN0b5IqcGQKoa3UN/fJ3Y5y5+fQtmrMzPkNjwtuhHp34bU+NwpmpXrFs4v/cGQMSXf9Pz2qW//2shkod+dfq9inRonSOJK//smlx0oIjVxPPewHXzd/9Otup76IjtOP8HZqy4ZxsP0K5LMK0jfYfjycls+WHX49+JGfuzssikElYH0nqnLrxa07TX3vDRYabPQmDMVOCgpTTNzleP0+tvDwYvElKC3r+/DkFBATQ4cOHqVGjRuIExguEmNp/cHh5aP5I/3+OiP+7Vs9P9YrHBxxqwqvdty6XS8wLam4n+LB+3YoGJ10fiIf9KubPJEu7PqlbiFZaTT619l7VvOJ67mlLzs/vV6CP5x8kpYsnci2or5bGL5cCyh0Mh/13gt6vZrsUR8wT+Yamrkc/Fb14n9mp9E4OFhpNqrec0+DNftxyPtk5lhzY2cOLMkth7tnaef4OvTtrr6T7gsQeIZ4QnTdvXnr5Emsi6T0Qctcqw3rpwuXCZbwu1d1Hz8Qw0aBm6uzB4Hc1nb+vqNqbPb0yvVV1i2V1eF19O8Eh1zHiisyODhqOasKFWk3MPju6GV0e14KalFR+yHbAv0foyt1H9OfepGu+gHT29gY3E05QV3CXwUNRf+69Qi0TTNTmXhZzppa9fSNn63NBR+uhtvFrzlCnX1MelHz579Fkb8MBGA/LIQhy09DYV199RUOGDBH1gyDl+MCpFta/dLQ06VMNZu24SNvP3RGZd9M6liX/FNbmUYo73ldeQsRRPab2FfPYnP/742o0/6PK4v/GJYPt3qdEjiC7lzct9bpHy51zk/ZcvEd1vt/i9O3lrhgsF638BKny7UabVHvr4SSplZPXnoi0e3nP+QdF9hUPRX219DgdtUrd5zmctcdvpoqj14v6RPa+Q5M3nKUmU7bRwv3yp6ovOpD4McesOmWTvi/asF6eIUMjfh5TuTJZ+vz585QzZ07Kly8fBQbaLviJ1eelsa73IEWVAvIMSehV5rR+lDO9v+hxSucv+WMuCdc7+X7tGfH/8DdKUmEVLDnBwcPJGzGy1k5xVvoAX+pUJa+Y7Jkw6KmU37aKdWWrz7Gjpjkqy+Co15JLJ4xeeZLWnrDNpPEUPvjaG4bUO2eqHyf00sGHwDrV3tyJvOfiXXrnF+fm4pg5Gjblel98SmoITfyNekLPnCjWKDcOpjkBw5p1+j5bl0T7IWmSjxCtWrXSzXCGFofGcmUIEOX+e9UvTEpK7nDp6KDF9Yi2nr2dbDEzpfHBc9urWkJKZm09in1BvReGiV+NPP+mY2XbHg9PeDM0pyiEaS8QklpFmoefjrhY2C4h66DHHuthBfPnnJnfvc8bFBFZQcnh+Ts/v1+R8g9aSWoQpdYldFz8WvAQUKBf8p+jkOFrJD3ugn3hdMVqjo0j/x68Rv0aFXUqCOIeI/P3316GllQPnr4Qa8q524+bzyebkajOfkedBkJff/21Mi0xKKmB0Nq+tcVkTZ6HIjc54luuR8Sn4tnTidRTc2FGT7C3wrvcRiw/ISY25kjvT+PalVbFj4Tv3yqTKJ3WLFNgakmPNe/DKrTrwh1Z12VyJrjeOai+JZAxv6TWa6JllKn+kTv4abSkgDkQtcYTxJWaG8WFEJ3l7Oex4JBVosYVB2+8P0opTwRBDGUZlCX5G1qwYEG6ezdxjYSoqChxHSgbCKX1S6VIEOQMKb84ODPp0tjm9NN7FUivuMw+/zrlH5xTOpSlDGmkBRlKSUksxsNaNufT+FIzB8M6cgd9JjuTrnnOlb0J0P/0rE5aESVjlpM7TbLTA6GWCeJSyhQ0m7rd7rao2S4n6xClJNNMbUxa6hG6fPmy3ayx2NhYunYt+YXgwPXJ0nWKOs7GkVuhrGlT/BjOHCiTKmjmKc60iXvlvnr1C7ZXvcJUpaD9ytxScI/HwSv3PbLe1+QOoaLcP6+15iy537uEDzenayUx5GhvIjRXQ193kjThmxUn6aOaGqq7pUPmhVkBUhQILV++3PL/2rVrKX3616mrHBht3LhRVJgGae4nUSU1oaZuHGbq3UDZOUhaxqm0ny8MowexL6h83gzUO4kaJFLwmmRSJ3/ak1T86ag2UJtyiYuhujtGTTiRmwPp1Klc73Ua3Kw4jX213hT3LCm9iKjWYIFcAImBUOvWrS07py5duiSqL8RLbkycONHZh4NX7klYaPONMu7LPEmTWtlMKy37YeM5OhQeJdbs4lRxueYiVZWhV4l5OVhYl8v2589im+WpJlLjruQCtY/rFLIEQpCYCqazAaiC00c788ry3Ouzf/9+ypIli5LtMgQu0MW9Cs5Sw0Rcual9m0rmDKIT119nX+29eJemb44vXz+mbWmRoaSF1zRf5jTkKzFg414Uqc+TIm7uguLmq3BkFsCQvDz43JJ/yl66dClREMQTpcH1YTFHdVLc/UFJ7qBg/fwqj19kk3A7OfOEa7i9VSE3tQzNSVoh5e3q37goNQwJFicl/NalImVI4yvmAFmTGpO0KpvTqbR8e/grd+abZrS5f90kK2EDgP5JHv/47rvvxDBYhw4dxPm3336bFi9eTDly5BCLr4aGhirRTl26+2pYjFOB70gYIgPPBYS8snWBLIE0smVJ1b4NKY1Re9WXZ86TIw1CgilsWKNEPUrJBuIJNix3xjR0fGQTSuNEbaSEj83BLE/C5vfSIDE9AMjVIzRz5kyxAj1bv349bdiwgdasWUPNmjWjAQMGSH04QzP3CEmt7QKe9cM75SjQT71zqDhgkPvgzuUB5GRvWM2VqtdcTiKlBTMTPmvNwll0NbE/MvqpWKJiw8mbYkXzKRvOiqrfP23xbNFTALWQvDePjIy0BEIrVqyg9u3bU+PGjUUvUZUqVZRoo+5T5zM6WX9G6eGo5B7fKNMprF+HhJk1XNG2tNVin0aZd8V1ocrkTi/SkLvO2U9aLIBZq0gWsR5cQgnjLy6MWfO7zaRmT5+/pNsPYunWg6ei7MGtRP/H0u0HT8U+BvOgQBO8NBQIZcyYka5evSqCIe4JGj16tKWmCFald22dscxp0SOUEu6cr8Q1g7RAiaC1YNa04qSUj2oUEAtJOsqO9E7hG/1mmZx2A6GEPVGeChx4H/ow9kV8ICMCmqevgh0+/9QS4PD/MU+dT7LgOYhZ0qambOn8KVs6P8oW5EdZ0/mL7EcA1TBpKBBq27YtderUiYoUKSIqTPOQGAsLC6PChbVxkFBbj5CzQ2Oo++FZgal9FF23TGu9RHI/Ilex5jR/R3hSNPdKcTFFqTw9uZ9/9Jh7bW6+CnI42LH06rwKfp48d36hUp7jJAIbcfIXAY75/6xW//P+xV5Cxvzdl+m+WtdBA1BzIDR58mQxDMa9QuPHj6e0aeN3Sjdu3KBPP/1UiTbq1r1HseJvJpUszQDxMJSgTpz+v7xXTUn3+aFjORrx33Gx1MuVu/aXIAiys6yI3Mp9s17SvCcOYrKK3ptXvTivenIsvTrp/CkoIJXqy08A6DIQ4uKJ/fv3T3R537595WqTYdx/FP9rzMiTpdW+G+c6Qsci5Fl9HdyPSxy8WSaHCBgcBULDWpSglUdviP+LBaejIH9f+rdnNRF47bt0j8ZYLWDLi+ty5qAruGQABzHBQf7xQY7VUJX1/+4qZoogClTFy3NPLfkbZ73URsIvlb+/vxgew1Ibzrn7qkcoo7NDYwp/UNATktiQFiG0cP/VV6+/2sM29+hUJa/IPpJraRGlmd83R5/v7On9Lf/nzhgg/lbMH1+bKDRPBlGNu/u8A5YfLa4EQmdGNyW/VMmn+bsTPs0ALgZCvNQG71gSLrhovoz/1qxZk5YtWyYmVkPyPUKZA/3wMqWAknOnuHfg9fNoh5Jt/bZNaRraIkRXy7As6lGV5u+5QsPfKJHoukr54/dj3IvjSiz8ftV8qguCGOJ6gHiS81W5dlClSpXE3+joaHHi/zl1ntPpt23bJiZR2xs+A9cnS/O6VqkVTi8G++q9qjz8XrV8eIle0WIQlFRSSpWCmWl6p/JiTk5CGdKkpqNfN6adX9Z36Xn7NNRGzxmAUUnem33++ef0yy+/UPXq1S2XNWjQQAyL9ejRg06cOEFTpkyhDz/8UO626kpcnElSQcUDwxp6PGPJuhNQS70jUqVJbfvrnSfaHgq/T5VfDZeomaM26vn9csfQr7lnUGrvIwdBmdOixxdAzSR3MVy4cIGCgoISXc6XXbx4UfzPqfV37iSu1wGvPXj6gl5ynX8xRyjpLJWBTYu5pWtdSle5nosrdqtdkMrnzWAZJvH39aHqhbIoXvBPDu0rxRc7BWV83TLx0FlS+jQsquK3AuExAJO8Z69QoYJYSuP27duWy/j/gQMHiiEzdu7cOUv1aUh6ojQPeSUX5HSrWVAVL6NR5hTwr/8ln9agD2sWIK3xMkCg6kkV8mWis6ObUcfKeUnrjPJ9BpA9EPrtt9/ECvS5c+cWGWJ84v8vX75Ms2bNErd5+PAhDR06VOpDG4p5WCy5jLEln1YXhdPAsSzp9Fl+YHIH6QsY4+CmvPjvo/ZDTT3HQVyKwOzjOur4IQnqLRgseY5QsWLF6OTJk7Ru3To6e/as5bJGjRqRt7e3JbMMnFt5Prn5QeXz6jvzrnnp7HTyRgzly5xG8n251sujZy9FDRY98k/BcKieD3KuMskYvKDUhOd0qJiHFh2IL2lhls4/lZhuYLbis5pU+duNie67oHtV6vjrHre0E7TDpa4GDniaNm1KvXv3FqcmTZpYgiClzZgxQ1S25snZnKm2b9++JG//zz//UPHixcXtS5cuTatWrSI1uCdxeQ29+rhOIfr5/Qq09NMaku/LtV7qFI3P6NKjRiWCZXss9BTZBi9c3FBO3HP7ZmhO0hKTG9fc47XO5FKjSBYK8rf9Db91QD1qVz635Txn/3GFbta4RHZa9r8aNOHtUKpWKLNTz2G+LxiDS+/2xo0bxenWrVsUFxdnc93s2bNJKYsWLaJ+/frRzJkzRRDE2WkchJ05c4ayZcuW6Pa7du2ijh070tixY+mNN96gv/76S/RWHTp0iEqVKkWedE9Cxpi7eOJXLlfvbVIyu/ufWAO0MDlbqz6tW0jWx+OeWz7935HrpBVSv++1i2albWfj54b2b1KMpm8+7/R9P6pZkL5bc9pyvlzeDBQWHuXUfXkfyafztx6+areJprxTlj6cG1/kkvFaarzkiLW9QxqI4pfmtenK5skg/obmTk9HriVdLT7Qz0csgAvGIHlPO3LkSGrcuLEIhDgz7P79+zYnJU2aNIm6d+9OH3zwAZUoUUIERGnSpHEYfE2dOlX0XPHk7pCQEPrmm2+ofPnyNH36dPK0e6+GxjKrKBBKDoYD1A89P45ZH/c5EzAl3q74uvehs2brS0mLhMq9CiTMqjvZu8IL5b6f4DVy1OPyT89qiS7jYfOEi/HWLx5MW/rXtfncf1gjPrmhbblc4m+gXyq7C/T+0a2KzfmahbMkus2vnSsms1Vg6B4hDj7mzp1L77//PrnTs2fP6ODBgzR48GDLZTwc17BhQ9q9e7fd+/Dl3INkjXuQuOq1I7GxseJkFhMTQ0r2CDm7vAYAyFvHK6XZYzsH1ac0vj6yD7O5i9SXoG6xrDR14znye5W8wb0ylccknoeTkKOFckvkCBLzA812DapPOTPEL3HizHw3P19vmx9peTKlEUuZJFd4Np2/L2VJ60d3HsZSk5LB9PP7FenE9Whq8cMOcX2RbGmpTO4MdpeVAeUs2h9Og5oVJ00EQhyQWBdTdBfufXr58iUFB9vOm+Dzp0+/7nK1FhkZaff2fLkjPIzGvV5KG9mypBhnT7jyNYDeFMgSSLO7xpfWUEuXphyjwLnsHLS1JOEySckplzcjrexd07LdGQJSS54ndOdVTzgb0KQYfTB3v+W8vSDI3hp/HPCIy+2ESM7WW1v6aXX673AEvVc1vqeqZM70dGlscwq/91gsipvQkOYhCIR0TPLQWLdu3cRcG73iHifz0iF8unrVNjtBLvyrpGDWtOKXiVpgWEX7vFX4JjYuGSyCIU+zPuwHpHBoTA9cCQY5YOAlR5xl3Tuzqnctm+vyWmWKprKqmr+hX236/cPKiR5rYY+q9F270pZMWpuPusSN4WCqV/0iNtvCAVe+zIF2h00xeVrfJPcIPX36VCyxsWHDBipTpgz5+vommsejhCxZspCPjw/dvHnT5nI+nz27/cm2fLmU2zM/Pz9xgqSp73ALjvBcioS/qo2uTfn4eSTgOmc+Utu/rGeTycUTlg9fjaJ3KuWlQlnT0qhWJcXi012r57fcrnC2dOJkeZ5Xf6sWzCxO9p4/TgUTGDnoe/bSNnkInOfJfZTkQOjo0aNUtmxZ8f/x48fJXVKnTi2qWvMkbXOdIs5Y4/O9evWye59q1aqJ6/v06WO5jBeI5csBjCK/Cnpj1MD6WKnG1eDdLbnYgev1NCkVbJOd5SyeU8OTlxMOM3GvDg8/FQ2OD3Q6V3sdAEmVzu/1j/CABOsDyqFhSDBtOGX7Q9pa7owBdO3+E9mf16hMHgxmJQdCmzdvJk/hic9dunShihUrUuXKlUX6/KNHj0QWGevcuTPlypVLzPMxLxBbp04dmjhxIrVo0YIWLlxIBw4cED1aAABGllwvSo86BSnDqzmMUqvbf9umtN3LedjJHAQlh+sCLT50jT5rUMTu9Rz8LP6kuixZgPafP5fdQGhS+1BqEBIsahkVGPy6Ll0aPx969lieHqGiwWmpb8Oi9Mmfh8goTB58bm+5IrnVq1fTW2+9RUrq0KEDTZgwgYYPHy56pQ4fPkxr1qyxTIgODw+nGzduWG7Pk7p5PhMHPqGhofTvv/+KjDFP1xCyRw0jFyroXQbQ5S9ONcqdMelq7jx0lTmtHx0c2pAOD2+U6Hqld1kT3i5DYcMaJVk0tUK+jOKkhGLZHQds6QN8xVDOYKssJx8HO/FuNQuIDEOeHG4O3JIzrl0ZalY6B20f+HpoUe+8PPjcKSqfyWuOcQ0fTqfnhVc5lV1pPAzmaChsy5YtiS57++23xQnACDAXyLHUbhgOq1UkC20/d0f83zAkcZFXNRnWIoQ6zdqb7O04GPLUZ9mT5UU4mWXxJ9Uoc6BfkpXxuSgsF5ec2D6Uus55nQVnNvSNEuLv/15V4+5RuyD9su2iU0EBT+pObohOL7w82BsguUeIa+z8+eefVL9+fbHG2LfffiuGrLjK9IoVK5RpJQBIgoAosbblc4mKxr0dDLXIYZ5VtpPa34NMMi57oVdcLyq5OXYf1iwges3qFstGA5sWo29alUzy9tyLtOmLOnT6m6YutenrN+MDK/BAIMTFDD/99FORccVzc3jCMqeWc1FDLlIYFBQkY7MAwBUJ12CC13geCa9p169RUcVeFuvgR+8jcWoP9DzxWnxatzC9n8wEcL4t9zYlnNfEay46IyRHEHWsnFfWtQiNzum9Jq/t9dlnn9GePXtETxAAqI85GwrzYSA59goSgud4JZGdltDYtvGT0fMPWkl64aWFHqEGDRrQb7/9RqNGjRITlLGjlZcafj3iBx4Avk/gOW+UySGGb62X+OjXuKgY1jVS1XPVBkJr166lEydOiN6gTz75hHLkyCHS0xm6SI2HV3sGAOPCHiDlOlbOY3N+eqfyYvjWev8a5O9Lk9rH1+5LaGiLkESXTXw71O7itSDTZOk8efKI1HXOFps/f77IFEuVKhW1atWKhgwZQocOGafmgdGF5s5AtYtmFYXTQDlqWoIF9AU9wJ7nqN6Ssz6qWSDRPrhdhdwO121TMy8vDdYRatSokajRc/36dTF3iOsIVaqkgoUVNUoNOyUpw3Pe3l4iQyalX2RI2n+9arj0OUIvLYD6ufI9NSW4f36rNdtmvldeppYZS4oLKmbMmFEEQmFhYbR/f+IaCqCdOULJMXm09qcxYawflOKlgx9veuJqdWzrSe9NS+WQsUXG4VQgxBWbnVG+fHw0GhERkbJWAYBuYF0vAMe49tCboTmpZuEseJnUHAjxkNfHH3+cZI9PdHQ0/frrr2L5isWLF8vZRgDQoK+ah1Bo7vTUrVYBTzcF7ECPjjp677n20LSO5cR0A1BxHaGTJ0/SmDFjxLwgf39/sQp8zpw5xf/3798X13NGGfcIjR8/npo3b658ywEgETXtSrvXLihOoD1pnFjN3dH8luAgfU7wf6tCbtp76S41K52d1AQBrZsCocyZM9OkSZNEMLRy5UrasWMHXblyhZ48eUJZsmShd999V1SXVuNiplrBH2a1zxNCATbtQJ0vcHfYvHtwfdp+9g7VLeZ4kVQtm/B2qPheIRFBfyTV4w8ICBArzCu9yrwRWQdBXzQqShPXn6X+jZVbCsAe/LLQjsoFMtG+S/cSXY76TiDH9z3AhYm72YP8qX0l27o4eqOGICg4yN/mPAeeo1eeonR+tofz1D7e9OxlHGmHl8eeGQsTqVCv+oXprYq5KUd67dWCAPdY2L0qFRyyynL+3Sp5KfzeYyqfN6NqdtigXb91lV4KBZ85Zf3VvQrdffiMCiRYBLZwtnS0dUBdypyg5tjWgXVp9o5L1Llafqo1fjOpnZcHd1kIhFSIdyhqDIKQPq9eY1DPCSRydNzhnoSyeV4v8QDqUL2Q46yyfJltgyPGx5CvWiReqZ57kLacuS17+wxdRwj0Q+1zlABAedoaTgFnjH+rjAhwf/+wMs39oLIqXzSTB48/6BECADAgDGUpr205aYulKqV9xTzUrnxuyxzCqe+UpX8OXKMd5++QWmhiiQ1eY+zgwYPKtgYAnIIpQOqn9llaOdLbTroF+RXPkU41L6t1IkWrsrnoj25VJN2/rMLDpZ78vjgdCF27do2aNWtGuXPnFqvP89piz549U7Z1BoIDGwC4e0mHIyMa0/GRTWwuT5h9BK4VE62cPxO9VzWfbl6+XBkDFF0EWhM9QrNnz6bIyEhasGABpUuXjvr06SNqCLVr147mzZtH9+4lTuUFADAqLUy5Sx/gS2kTBj5q78rSAC4k+nfPapQmtb6CSm+rz0beTK8XezXUZGlvb2+qVauWqB595swZ2rt3L1WpUoV+/vlnUWm6du3aNGHCBKw1BgAAoDNeVoFQtnT6qSCeoqyxkJAQGjhwIO3cuZOuXr1KXbp0oe3bt4teI5CmaoHMeMkAAEATqwt4eeln5QLZ+u2yZs1KH330kTiBC6+fCqLr5D7YSK8HkPB9wosFOuPlpc/jAeoIgS4/2ACgfADXqmxOvMwGkc4vFZXOlZ70SF8zuUBRyGwDcJ5Wf1egvhDY079JMfL28qI8mc7T2xVz07Blx0kvEAgBAIBLP3gw/GcMxbOns6TOD3ujhMfn9MgNQ2PgND198AGUZoRvi1Z7vQBS1CO0fPlyh92p/v7+VLhwYSpQoIDUhwUNwNAYgP4ZIYADSFEg1Lp1axH0mBLMrDVfxn9r1qxJy5Yto4wZM0p9eMNCkAEAapBZwerBoE1ebjhAaaKytNn69eupUqVK4m90dLQ48f9cWHHFihW0bds2unv3LvXv31+ZFoPH4JcigP4F+Tv/+xj7BOMy6WhgVHKP0Oeff06//PILVa9e3XJZgwYNxLBYjx496MSJEzRlyhT68MMP5W4rAIBmFM6WlrQIWWNgtHIrkgOhCxcuUFBQUKLL+bKLFy+K/4sUKUJ37tyRp4XgNhieA0i5JZ9Wp7UnIumz+kXwcoJuxckcCWli9XmzChUq0IABA+j27duWy/h/XmqDh8zYuXPnKE+ePPK2FBSX3OcagZLyvn+rjPg7uFnxZN6L17uN37pUVLxd4LzyeTPS4GYhFJDaBy8b6FbHynl10xMpuUdo1qxZYsJ07ty5LcEOrzNWsGBB+u+//8T5hw8f0tChQ+VvrY5hrB3Y2xXzUNNS2Smdv6/TL0jGwNR48cAj+6JUPqjAYtTPRNvyuWnAv0dJDyQHQsWLF6eTJ0/SunXr6OzZs+KyYsWKUaNGjcTq9IwDJdAfzB1wDylBEIDcpPww1+o8KEg5H295f74nzERXbSD0/PlzCggIoMOHD1PTpk3FCYwDvVYAYE3mYyGolJfO32dJ/Zq+vr6UN29eevnypXItAoAUS50KQxagfAV5XnsK9M9k0veIg+S95VdffUVDhgyhe/fuKdMiUC0MjWlHzzqFqFDWQBrQpJinmwJaI+F41KZcLvJL5U1NS2ZXskUA6pojNH36dDp//jzlzJmT8uXLR4GBgTbXHzp0SM72gQp8UrcQLQuLoO61sHSKVmQKTE0bv6jr6WaAAapQH/u6Cfn6oGdIz7x0/va6tMQGGKu35cumxWlgk2KqbiMAyEPqtxzDsCCHXBkCSDOB0IgRI5RpCagagiAAY8DvHfDEZyKdhKVd5ObSjMqoqChRT2jw4MGWuUI8JBYRESF3+wAAAAAUIzkEO3r0KDVs2JDSp09Ply9fpu7du1OmTJloyZIlFB4eTvPmzVOmpQBgFwYsAUAJzUplp9XHI6lH7UK6foEl9wj169ePunbtKpbR4IVWzZo3by5WngcAAGOkz4O25c+cJsnrp3cqT9sH1qOWoTlJzyQHQvv376ePP/440eW5cuWiyMhIudplONj1AACAOy36uBoNf6NEktWj82RKOlgyZCDk5+dHMTExiS7n5TayZs0qV7sAAMADMFnaOIKD/OnDmgUo0OALBEsOhFq2bEmjRo0Sy22Ys4l4btCXX35J7dq1U6KNAJAEz63QAwB6YCJjkxwITZw4Uawuny1bNnry5AnVqVOHChcuTOnSpaMxY8Yo00oAAHAL9AiB0T53krPGOFts/fr1tHPnTjpy5IgIisqXLy8yyUA9K/kCALgCk6XBaFyuYFSjRg1xAnn0a1yUdl24S+9WzYuXFAAAVL+o6vh2ZWjg4qM0pUNZ6rPoMOl6aGzhwoVOP+DVq1dFbxFIkyN9AO0cVJ8+rVsYLx0AeAyGxsBZ7SvloTOjm1Lrcrko5VS++vxPP/1EISEhNH78eDp16lSi66Ojo2nVqlXUqVMnMUx29+5dJdoKAAAAKuKXyrWMszldK5Gmhsa2bt1Ky5cvp2nTpollNXjF+eDgYFFQ8f79+6J+UJYsWUShxePHj4vrAABAe3iRZQClFlaNiHoi/vfzdWmFL8/OEeK0eT7duXOHduzYQVeuXBFZYxwAlStXTpy8vdWzYQAAIM2HNQpQqVzp8bIZzFsVctP8PVcMm8QvebI0Bz6tW7dWpjUAAOAxvj7IXjWir1qEUI3CWajnHwfJiNCFAwAAYGD+vj7UtFR2MioEQgAAAODhelUqzxoDAM8x+jpAAKB9Qf6pqFC2tKRGCIQAVG5Nn9o0pHlx6lgZxTYBQJsODG1EqVU6B01yIPT06VOH1924cSOl7QGABPJkSkM9aheitH7oGQIAbUqdyjbcMKloqVfJgRAXTDx8OHEp7cWLF1OZMmXkahcAOEmdv7EAALRBciBUt25dqlq1Kn333Xfi/KNHj0Qhxffff5+GDBmiRBsBIAnq+V0FWofPEhiR5DpCP/74I7Vo0YK6detGK1asEMNhadOmpX379lGpUqWUaSUAAACAWiZLN2vWjNq2bSsWVw0PDxe9QwiCAAAAYHP/ujSrc0XKktZPn4HQhQsXqFq1aqI3aO3atTRw4ECx9Ab/ff78uTKtBAAAAE0okCWQGpbQzpqjkgOhsmXLUoECBejIkSPUqFEjGj16NG3evJmWLFlClStXVqaVAAAAoImFVbXG25U5QgsXLqQMGTJYLqtevTqFhYWJjDLQrn6Nioq/HSvn8XRTAABAg6oWzEy6nyzN2WH2pEuXjn777Tc52gQe0qN2QWpUIpjyZw7EewAAAIYgORCaN2+ew+u8vLwcBkqgfvz+FcyqzhLoAAAAqgiEPv/8c5vzPEH68ePHlDp1akqTJg0CIQAFA1UApdaBinn6ghoUz4YXGDzCk7s3yXOE7t+/b3N6+PAhnTlzhmrWrEkLFixQppVEdO/ePXr33XcpKChIzE/66KOPxHMnV/yRDx7Wp549eyrWRgAALdoxqD6t6l2LqmhwfgeA23uE7ClSpAiNGzeO3nvvPTp9+jQpgYMgLt64fv160Qv1wQcfUI8ePeivv/5K8n7du3enUaNGWc5zrxUAALwW5O9LJXL64iUBjzGZNB4IiQdKlYquX79OSjh16hStWbOG9u/fTxUrVhSXTZs2jZo3b04TJkygnDlzOrwvBz7Zs2dXpF0A7mTy5J4CAECnJAdCy5cvT7Rz5p6a6dOnU40aNUgJu3fvFsNh5iCINWzYkLy9vWnv3r3Upk0bh/f9888/6Y8//hDB0JtvvknDhg1LslcoNjZWnMxiYmJk3BIAAAD9MmlwxTrJgVDr1q1tzvO8m6xZs1L9+vVp4sSJpITIyEjKli1boh6oTJkyiesc6dSpE+XLl0/0GB09epS+/PJLMZ+Jiz86MnbsWBo5cqSs7QcAADC69AGpSReBUFxcnGxPPmjQIMsq9kkNi7mK5xCZlS5dmnLkyEENGjQQy4QUKlTI7n0GDx5M/fr1s+kRypMHBQYBAABSYlCz4hQZ84Q6Vs5LPgnSxDyZNSbbHCFXfPHFF9S1a9ckb1OwYEExrHXr1i2by1+8eCEyyaTM/6lSpYr4e/78eYeBkJ+fnzgBAAAYSZtyuWhpWIRij581nR/92a2q+P9lnHqG0JwKhKx7SJIzadIkp2/LQ2p8Sg4v8hoVFUUHDx6kChUqiMs2bdokeqfMwY0zDh8+LP5yzxCAXmAONQDIYVL7UFp9/AY9fe76yI8XOde14+PtRYObFaexq+Mzzb3UHgjxOmKeLPgWEhJCTZs2FanwM2fOFOnzvXr1onfeeceSMRYRESGGvbjyNS/+ysNfnFrPmWWZM2cWc4T69u1LtWvXpjJlyijSTgAAAK3y8vKi9AG+9PT564QhJQWk9iE1cCoQ4tXlPY2zvzj44WCHs8XatWtHP/zwg+V6Do54IjRXuWZc6XrDhg00ZcoUevTokZjnw/cZOnSoB7cCQH4oOA0AWuxhrpQ/E6mB03OELl68SAUKFPBYmX/OEEuqeGL+/Plt6qxw4LN161Y3tQ5AeVhiAwC0xMtLGz/ivKVUj759+7blfIcOHejmzZtKtQsAAAAMUkeovgfXufN2tartqlWrxJATAAAAQEq0r5hHO4uuAgAAAMjJ29tL/YGQefX2hJcBAAAAaFUqKUNjXPzQXGzw6dOn1LNnTwoMDLS5XVLLVwAAAIB6mch4nA6EunTpYnP+vffeU6I9AAAAAOoLhObMmaNsSwAAAADcDJOlAQAAIEWKZ08n/rYtl5u0xqOLrgIAAID2LftfDboe9YQKZk1LWoMeIQAAABAKuxjI+Pv6aDIIYgiEADQCxSoAQGmTO5SltuVz0fJeNQzzYmNoDEDj3LlIIgDoW/b0/jSpfVkyEvQIAQAAgGEhEAIAAADDQiAEAAAAhoVACAAAAGTXtlwu8bdM7vSkZpgsDQAAALL7onExKp8vI1UtkJnUDIEQgMZ5Ia8eAFQodSpvalIyO6kdhsYAAADAsBAIAQAAgGEhEAIAAADDQiAEAAAAhoVACEArMCkaAEB2CIQAAADAsBAIAQAAgNsF+PqQGqCOEAAAALhdvsyB9L96hSh9gC95EgIhAI0zmTzdAgAA1wxoUpw8DUNjAAAAYFgIhAAAAMCwEAgBAACAYSEQAgAAAMNCIAQAAACGhUAIQCNyZwjwdBMAAHQH6fMAGvFO5bx0+e5jqlUki6ebAgCgGwiEADTC18ebhr1RwtPNAADQFQyNAWicFxZjBQBwGQIhAAAAMCwEQgAAAGBYCIQAAADAsBAIAQAAgGEhEAIAAADDQiAEoHEmk6dbAACgXQiEAAAAwLAQCAEAAIBhIRACAAAAw0IgBAAAAIaFQAgAAAAMC4EQAAAAGBYCIQAAADAsBEIAAABgWAiEAAAAwLAQCAEAAIBhIRACAAAAw0IgBAAAAIaFQAhA47y8PN0CAADtQiAEAAAAhoVACEDjTCZPtwAAQLsQCAEAAIBhIRACAAAAw0IgBAAAAIaFQAgAAAAMC4EQAAAAGBYCIQAAADAsBEIAAABgWAiEAAAAwLAQCAEAAIBhIRACAAAAw0IgBAAAAIaFQAgAAAAMC4EQAAAAGJZmAqExY8ZQ9erVKU2aNJQhQwan7mMymWj48OGUI0cOCggIoIYNG9K5c+cUbysAAABog2YCoWfPntHbb79Nn3zyidP3GT9+PP3www80c+ZM2rt3LwUGBlKTJk3o6dOnirYVwJ28vfB6AwC4KhVpxMiRI8XfuXPnOt0bNGXKFBo6dCi1atVKXDZv3jwKDg6mZcuW0TvvvKNoewGU9laF3HT13mMKze1cDykAAGg4EJLq0qVLFBkZKYbDzNKnT09VqlSh3bt3OwyEYmNjxcksJibGLe0FkGrC26F40QAAjDI0JhUHQYx7gKzxefN19owdO1YETOZTnjx5FG8rAAAAGDAQGjRoEHl5eSV5On36tFvbNHjwYIqOjracrl696tbnBwAAAIMMjX3xxRfUtWvXJG9TsGBBlx47e/bs4u/NmzdF1pgZny9btqzD+/n5+YkTAAAA6J9HA6GsWbOKkxIKFCgggqGNGzdaAh+e78PZY1IyzwAAAEC/NDNHKDw8nA4fPiz+vnz5UvzPp4cPH1puU7x4cVq6dKn4n4fV+vTpQ6NHj6bly5fTsWPHqHPnzpQzZ05q3bq1B7cEAAAA1EIzWWNcGPH333+3nC9Xrpz4u3nzZqpbt674/8yZM2Jej9nAgQPp0aNH1KNHD4qKiqKaNWvSmjVryN/f3wNbAAAAAGrjZeKCO+AQD6dx9hgHWEFBQXilAAAAdHT81szQGAAAAIDcEAgBAACAYSEQAgAAAMNCIAQAAACGhUAIAAAADAuBEAAAABgWAiEAAAAwLM0UVPQUc5klrkcAAAAA2mA+bidXLhGBUDIePHgg/ubJk0eu9wYAAADceBznwoqOoLJ0MuLi4uj69euULl06sX6ZEhErB1lXr141TOVqbLP+32e8x/p/jxneZ/2/zzEaPkZxTxAHQbzGqLe345lA6BFKBr94uXPnJqXxB0xrH7KUwjbrH95jY8D7rH9BGj1GJdUTZIbJ0gAAAGBYCIQAAADAsBAIeZifnx+NGDFC/DUKbLP+4T02BrzP+udngGMUJksDAACAYaFHCAAAAAwLgRAAAAAYFgIhAAAAMCwEQjLYtm0bvfnmm6JoExddXLZsWaKiTsOHD6ccOXJQQEAANWzYkM6dO2dzm3v37tG7774r6jRkyJCBPvroI3r48KHNbY4ePUq1atUif39/UeBq/PjxpMZtfv78OX355ZdUunRpCgwMFLfp3LmzKEyp121OqGfPnuI2U6ZM0ew2O7O9p06dopYtW4paHfxeV6pUicLDwy3XP336lP73v/9R5syZKW3atNSuXTu6efOmzWPw7Vu0aEFp0qShbNmy0YABA+jFixekxm3m96pXr16ithh/l0uUKEEzZ860uY2Wtnns2LHiPeOCsdyO1q1b05kzZxTZni1btlD58uXFpNvChQvT3LlzyROS22b+jn722WdUrFgx8R7nzZuXevfuTdHR0brd5oTHq2bNmtn9/GtpmyUxQYqtWrXK9NVXX5mWLFnCC5qYli5danP9uHHjTOnTpzctW7bMdOTIEVPLli1NBQoUMD158sRym6ZNm5pCQ0NNe/bsMW3fvt1UuHBhU8eOHS3XR0dHm4KDg03vvvuu6fjx46YFCxaYAgICTD///LPqtjkqKsrUsGFD06JFi0ynT5827d6921S5cmVThQoVbB5DT9tsja/n7cqZM6dp8uTJmt3m5Lb3/PnzpkyZMpkGDBhgOnTokDj/33//mW7evGm5Tc+ePU158uQxbdy40XTgwAFT1apVTdWrV7dc/+LFC1OpUqXE5yUsLEw8Z5YsWUyDBw82eUJy29y9e3dToUKFTJs3bzZdunRJvC8+Pj5iu7W4zU2aNDHNmTNHfNYOHz5sat68uSlv3rymhw8fyro9Fy9eNKVJk8bUr18/08mTJ03Tpk0Tr9uaNWtUt83Hjh0ztW3b1rR8+XLxmebtLlKkiKldu3a63WZrkyZNMjVr1izR519r2ywFAiG5X9AEH564uDhT9uzZTd9//71NoODn5ycOcow/MHy//fv3W26zevVqk5eXlykiIkKc//HHH00ZM2Y0xcbGWm7z5ZdfmooVK2bytKSCArN9+/aJ2125ckXX23zt2jVTrly5xA4nX758NoGQlrfZ3vZ26NDB9N577zm8D3/OfX19Tf/884/lslOnTonH4uCY8c7U29vbFBkZabnNTz/9ZAoKCrJ5DdSyzSVLljSNGjXK5rLy5cuL4EkP23zr1i3R1q1bt8q6PQMHDhSvXcLPDx+gPS3hNtvz999/m1KnTm16/vy5rrc5LCxM7L9u3LiR6POv9W1OCobGFHbp0iWKjIwUw2FmPIxQpUoV2r17tzjPf3mYpGLFipbb8O15eY+9e/dablO7dm1KnTq15TZNmjQR3Zv3798nteNuZe5q5e3U6zbzunTvv/++6C4uWbJkouv1tM28rStXrqSiRYuK9nE3OX+mrbvSDx48KIZJrT/7xYsXF0MN1p99HkINDg623IYfj9c3OnHiBKlN9erVafny5RQRESGGEDZv3kxnz56lxo0b62KbzcM/mTJlknV7+DbWj2G+jfkx1LTNjm7Dw9mpUqXS7TY/fvyYOnXqRDNmzKDs2bMnuo/WtzkpCIQUxkEQs/7wmM+br+O/fCCxxl84/pBa38beY1g/h1rxHAOeM9SxY0fLWjV63ObvvvtObAPPJ7BHT9t869YtMV9m3Lhx1LRpU1q3bh21adOG2rZtS1u3brW0lwM6c/Dr6LOvhe01mzZtmpgXxHOEeNt42/nAwcGr1reZg9s+ffpQjRo1qFSpUrJuj6Pb8EH0yZMnpKZtTujOnTv0zTffUI8ePSyX6XGb+/btKwL9Vq1a2b2flrc5OVh0FRTFvybbt28vfj3/9NNPun21+Zfz1KlT6dChQ6LnS+94Z8p4p8k7UFa2bFnatWuXmDxcp04d0iMOhPbs2SN6hfLlyycmV/NEYp5cnfCXsNbwdhw/fpx27Njh6aaoZpv5AM6Tgzn4/frrr0mv27x8+XLatGkThYWFkRGhR0hh5i7GhFkWfN58Hf/lX9jWeCY+Zy9Y38beY1g/h1qDoCtXrtD69ettVi7W2zZv375dbA8PGXAvD594u7/44gvKnz+/7rY5S5YsYhv5AGEtJCTEkjXG7X327BlFRUUl+dnXwvYy/kU7ZMgQmjRpksgsK1OmjMgg69ChA02YMEHT28zbsWLFCjHUx71dZnJtj6Pb8D6BM7PUtM1mDx48ED1+nGm1dOlS8vX1tVynt23etGkTXbhwQfT8mfdfjDME69atq+ltdgYCIYUVKFBAfDg2btxo8yuD54RUq1ZNnOe/vKPhXgXrDyb/6uZ5F+bb8K9PDi7MOLjgFM+MGTOSWoMgLhOwYcMGkXprTW/bzHODOO398OHDlhP3EvB8obVr1+pum3m4hNNxE6bg8nwZ7ilhFSpUEAcP688+354DJevP/rFjx2wCRHPQnDDI8jR+T/jEc7qs+fj4WHrItLbN3FPLB0c+0PNnkfdX1uTaHr6N9WOYb2N+DDVts3kfzfO++HPOvSVcysKa3rZ50KBBifZfbPLkyTRnzhxNbrMknp6trQcPHjwQs+35xC8ppx/y/+YMKU6fz5Ahg0ixPXr0qKlVq1Z20+fLlStn2rt3r2nHjh0iXdM6rZqzNzit+v333xcZSQsXLhRpip5KJU9qm589eyZKBOTOnVukanIGgvlknRWjp222J2HWmNa2Obnt5RRzzij65ZdfTOfOnbOkynJZAOvUa07T3bRpk0i9rlatmjglTMlt3Lix+Kxwmm3WrFk9lj6f3DbXqVNHZMVw+jynCnNKsr+/v8j20+I2f/LJJ6K0x5YtW2y+p48fP5Z1e8xp1VxqgbPOZsyY4bG06uS2mUtYVKlSxVS6dGmRPm99G95WPW6zPY7S57WyzVIgEJIB7xT5Q5Pw1KVLF0sK/bBhw8QBjtPmGzRoYDpz5ozNY9y9e1ccENOmTSvSET/44AOxU7bGNYhq1qwpHoNTHDnAUuM2c30Ve9fxie+nx212NhDS0jY7s72//fabqIXEwQDXR+JaWdY42P/0009FSQDeQbZp00bsgK1dvnxZ1C3heklcl+SLL76wpCmrbZu57V27dhU1onibuazBxIkTxXdci9vs6HvKAZ7c28OvbdmyZUUaesGCBW2eQ03b7OgzwCfet+lxm50tH6GlbZYCq88DAACAYWGOEAAAABgWAiEAAAAwLARCAAAAYFgIhAAAAMCwEAgBAACAYSEQAgAAAMNCIAQAAACGhUAIAAAADAuBEADIzsvLi5YtW6bqV5YXk+zTp49bnmvYsGHUo0cPxZ9n5syZYkFYAHAeKksDgFO6du1Kv//+u/ifV6fOlCmTWIG9Y8eO4jrrxUgjIyPFIrF+fn6qfXXv3bsnFhTl1cWVxK9F0aJFxYKV5gVplcIrxfOCmgsXLqRatWop+lwAeoEeIQBwWtOmTenGjRt0+fJlWr16NdWrV48+//xzeuONN+jFixeW22XPnt2jQRAHBMnhQE7pIIjNmjWLqlevrngQxHi19E6dOtEPP/yg+HMB6AUCIQBwGgc3HOTkypWLypcvT0OGDKH//vtPBEVz5861OzTGQUmvXr0oR44c5O/vLwKCsWPH2tz2p59+ombNmlFAQAAVLFiQ/v33X5vnvXr1KrVv354yZMggAphWrVqJYMyMe6Rat25NY8aMoZw5c1KxYsXE5T/++CMVKVJEPG9wcDC99dZbDofG7t+/T507dxY9WWnSpBHtOXfunOV63j5+/rVr11JISAilTZvWEhgmhXtnEg5X8XP37t2bBg4cKLaHX9Ovv/7a5jb8uvz8888iyOT28HPu3r2bzp8/L+4fGBgoAqwLFy7Y3I+fa/ny5fTkyZMk2wUA8RAIAUCK1K9fn0JDQ2nJkiV2r+feCT4w//3333TmzBn6888/KX/+/Inm0LRr146OHDlC7777Lr3zzjt06tQpcd3z58+pSZMmovdm+/bttHPnTksQYt3zs3HjRvH469evpxUrVtCBAwdEsDFq1Chx+Zo1a6h27doOt4ODKb4Pt5UDDl6Au3nz5uL5zR4/fkwTJkyg+fPn07Zt2yg8PJz69++f5PDbyZMnqWLFiomu42FGDmb27t1L48ePF+3ktlv75ptvRHB2+PBhKl68uOjt+fjjj2nw4MGirdxGDjKt8XNx7xw/LgA4wXML3wOAlnTp0sXUqlUru9d16NDBFBISYjnPu5alS5eK/z/77DNT/fr1TXFxcXbvy7ft2bOnzWVVqlQxffLJJ+L/+fPnm4oVK2Zz/9jYWFNAQIBp7dq1lrYFBweLy80WL15sCgoKMsXExNh93jp16pg+//xz8f/Zs2dFO3bu3Gm5/s6dO+I5/v77b3F+zpw54jbnz5+33GbGjBnieR0JCwsT9wkPD0/03DVr1rS5rFKlSqYvv/zS5nUZOnSo5fzu3bvFZb/99pvlsgULFpj8/f0TPW/GjBlNc+fOddguAHgNPUIAkGJ83OahHEc9LdyjwcNV3EOzbt26RLepVq1aovPmHiHuJeLhIO4R4p4gPvFw0tOnT22GhUqXLi3myJg1atRIDMPxUNv7778veqK4R8cefi6eAF6lShXLZZkzZxZtNreD8RBVoUKFLOd5uO/WrVsOXxfz8BQPzSXEE82t2Xss69vw0J55O60v49chJibG5n48xOhoWwHAFgIhAEgxDhY4W8kenkt06dIlMczDgQHP9bGeq5Ochw8fUoUKFUQwZX06e/asGCoy42Emaxw4HTp0iBYsWCCCjOHDh4shvKioKJe3k7PMrHHwF995Y1+WLFks84+ceay4uDiHtzEHmvYuS3g/HpLLmjWrU9sEYHQIhAAgRTZt2iRSw3mOjyNBQUHUoUMH+vXXX2nRokW0ePFicbA227Nnj83t+TxPDjYHUjxpOVu2bFS4cGGbU/r06ZNsG/fyNGzYUMzBOXr0qJhgze1NiJ8r4byau3fvirlFJUqUIFdx7xFvO88TchfuJeNeonLlyrntOQG0DIEQADgtNjZW1MWJiIgQvS3ffvutyODizCae1GvPpEmTRK/M6dOnRS/OP//8I7KkOAPLjC+bPXu2uH7EiBG0b98+yyRgnjzNPSv8PDxZmnuXtmzZIobZrl275rCtPGGaJ2pz79GVK1do3rx5oufEnFFmjTPL+PG7d+9OO3bsEMNx7733nsiO48tdxbWVOBDjx3QXfo14ONB6CA8AHEMgBABO48wrHmbirC/O2tq8ebMINjiF3sfHx+59eIiKe2Q4m6lSpUqiV2bVqlU2BRhHjhwp0sx5TgwHLBw4mXtieF4OZ2jlzZuX2rZtK3pvPvroI9Hrwb0tjnCgxZlsnNXG9+Gqy/y4JUuWtHv7OXPmiCE4Dup4jhIPeXE7Ew5hSdWtWzexbQmHr5TC28gBHQA4B5WlAcCjeJ7L0qVLRR0gPeKAiidh9+3bV1ThVtKJEydE4Mc9a8kNGwJAPPQIAQAoHOj98ssvNpW3lcLFHblHDUEQgPPQIwQAHqX3HiEAULdUnm4AABhbUunnAABKw9AYAAAAGBYCIQAAADAsBEIAAABgWAiEAAAAwLAQCAEAAIBhIRACAAAAw0IgBAAAAIaFQAgAAAAMC4EQAAAAkFH9P6ZCGuzl1yFIAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57469.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + "Error reading ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits: spec_axis does not have unit: []\n", + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits\n", + "Error reading ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits: spec_axis does not have unit: []\n", + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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nTJkyIUEaAAAA5BMILV68mFavXi1ahQAAAABklSOUMWNG0S0GAAAAILtAaOTIkTRixAjMNm8Gl6NemuNhAAAAIKW6xn777Te6ceOGKKaYO3fuRMnSmG/McE9i4419+QEAAMCagVBoaKg5nx8AAADAfgIh7hYDAAAAkGWOEE+4evTo0UTred2JEyfMtV8AAAAAthcI/fDDD3Tnzp1E6+/duyduAwAAAHDYQOjixYtUqlSpROuDgoLEbQAAAAAOGwi5ubnRw4cPE61/8OABpUpldMoRAAAAgP0EQrVr16ZBgwbRixcvVOuio6Np8ODBVKtWLXPvHwAAAIDFGN2EM2XKFKpSpQrlypVLdIex8PBwUVdo6dKllthHAAAAANsIhLJly0Znz56lv//+m86cOUMeHh7UsWNHatWqVaLiigAAAAAO1TXG0qRJQ126dKGZM2eKFqJ27dqlSBC0f/9+atiwIfn7+4tZ79etW5fkffbu3SuSuzm3KX/+/LRo0SKL7ycAAAA4cCBkLa9evaISJUqIAMwQERER1KBBA6pevbrovuvduzd17tyZtm3bZvF9BQAAANtnV8O86tWrJxZDzZ49m/LkyUNTp04V1wsXLkwHDx6kX375herUqWPBPQUAAAB7YFctQsYKCwujkJAQtXUcAPF6AAAAALtqETJWVFSUGM0mxddjYmLozZs3ItFbU3x8vFiUeFsAAABwTEa3CPH0Gnfv3lVdP3bsmMi9mTt3LjmCCRMmkLe3t2rJkSNHij130z8O0fsPCSn2fAAAAHJndCDUunVr2rNnj6rFhYsocjA0ZMgQGj16NNkSPz+/RFWw+bqXl5fW1iCmLBapXLTNq2YppyKj6ditZyn2fAAAAHJndCB0/vx5KleunLj8zz//ULFixejw4cOirpCtDU2vWLEi7dq1S23djh07xHpdeJg9B0rSJSUpFCn6dAAAALJmdCD07t07ESywnTt3UqNGjcTlgIAAMd+YJcXGxoph8Lwoh8fz5cjISFVrDtc0UuratSvdvHmTBgwYQJcvX6Y//vhDBG99+vSx6H4CAACAgwZCRYsWFcPSDxw4IFpX6tatK9bfv3+fMmXKRJZ04sQJMa2HcmqPvn37isvDhw8X1zkQUwZFjIfOb9q0Sewn1x/iYfTz5s3D0HkAAAAwbdTYpEmTqEmTJjR58mRq3769CDDYhg0bVF1mllKtWjVS6Ok70tY1x/c5ffq0RfcLAAAAZBIIcWDx5MkTMaw8Q4YMqvU85Yanp6e59092kCMEAABg43WEXFxc1IIgljt3bnPtEwAAAECKcOjK0gAAAAD6IBACAAAA2UIgBAAAALKFQMjGKAgVFQEAAGw6Wfr48eNimo1Hjx5RQoL63FjTpk0z174BAAAA2FYgNH78eBo6dCgVKlRIzOTu5OSkuk16GQAAAMDhAqFff/2VFixYQB06dLDMHgEAAADYao6Qs7MzVapUyTJ7AwAAAGDLgRBPWDpz5kzL7A2gsjQAAIAtd43169ePGjRoQPny5aMiRYqQq6ur2u1r1qwx5/4BAAAA2E4g1LNnTzFirHr16mK2eSRIAwAAgGwCocWLF9Pq1atFqxAAAACArHKEMmbMKLrFwDKWHY3ESwsAAGCrgdDIkSNpxIgR9Pr1a8vskcxtvRBl7V0AAACQDaO7xn777Te6ceOGKKaYO3fuRMnSp06dMuf+AQAAANhOIBQaGmqZPYEUMXz9ebr+KJaWdipPLs6oBA4AAPJmdCDE3WJgv5aE3RZ/j0U8o4r5Mll7dwAAAOxv0lV28uRJunTpkrhctGhRCgoKMud+gRbn772gIWvP0cC6ARSc3ydZr1GCArPcAwAAGB0I8YzzLVu2pL1791L69OnFuujoaFFXaMWKFZQ5c2a8qhbSYeExehL7llrPO0q3JqJ8AQAAQIqPGuvRowe9fPmSLly4QM+ePRPL+fPnKSYmRhRbBMt59uotXl4AAABrtght3bqVdu7cSYULF1at46k2eP6x2rVrm3PfQIOo4o0uLQAAAOu1CCUkJCQaMs94Hd8GAAAA4LCBUI0aNahXr150//591bp79+6JWelr1qxp7v0DCQx2BwAAsHIg9Pvvv4t8IC6myFNt8JInTx6xbsaMGWbePQAAAAAbyhHKkSOHqB7NeUKXL18W6zhfKCQkxBL7BxKcIgQAAABWCoTevXtHHh4eFB4eTrVq1RILAAAAgCy6xjghOmfOnPThwwfL7RHo5IQsIQAAAOvmCA0ZMoQGDx4s6geBZSw8FEHrw+/Ry7h36jegawwAAMC6OUKcLH39+nXy9/enXLlyUZo0adRux+zzyTfqv4vib9WCmWnxt+W0bvPfmftimfp1CUrnnricQVIQUwEAAJgQCDVu3PhjYT+wuH1XH+u8rcfy0+LvH3tviLnHtHkYE0ev4t9T3sxpE92GmcYAAABMCIRGjhxp1deNK1hPnjyZoqKiqESJEmLIfrly2ltNFi1aRB07dlRb5+bmRnFxceQonuuZdqP8+F3i74mhIeST1i3R7VeiXtLMPdepd0gBrcESAACAozM6Ryhv3rz09OnTROt54lW+zZJWrlxJffv2pREjRoguOA6E6tSpIyaC1cXLy4sePHigWm7fvk32Sls7nCEzbtx4FKv1sZrNOkwbztyndguOmWcHAQAAHD0QunXrltZRY/Hx8XT37l2ypGnTptF3330nWnl4frPZs2eTp6cnLViwQOd9uBvPz89Ptfj6+lp0H+0Fx0+x8e/F5bvP31h7dwAAAGy7a2zDhg2qy9u2bSNvb2/VdQ6Mdu3aJSpMW8rbt2/p5MmTNGjQINU6Z2dnUcgxLCxM5/1iY2NFUjfPg1aqVCkaP348FS1alOzFjF3XqEfNAuKyqalZyAcCAABIZiAUGhqqamFp3759ovpCPOXG1KlTyVKePHkiAi7NFh2+rqxwralQoUKitah48eL04sULmjJlCgUHB9OFCxcoe/bsWu/DLVu8KPHUIdY0dcfVz4FQMsZ6vXj9jrw9P48uQ7r7Z49exlGv5eHUunxOaljCP1n/LwAAcNBASDmzPLf6HD9+nHx8fMjWVaxYUSxKHATxdCBz5syhMWPGaL3PhAkTaNSoUWQvFAa097Sce0T8HfZlkRTYI/szYfNlCrv5VCwIhAAA5MXoHKGIiIhEQRAnSlsaP6eLiws9fPhQbT1f59wfQ3DLVVBQkKiDpAt3vXHrkXK5c+cOWdvtp6/E3+RWLRiz8WN9IlAX/Vr3yDsAALCsdx8+NrTYTSA0adIkMXpLqXnz5pQxY0bKli0bnTlzhiwlderUVLp0aZGLJG2l4uvSVh99uGvt3LlzlDVrVp3b8PB6HmkmXaytzbyj1t4FAAAAk7x9n0AKHUOcx268SAHDttKNx4lHN9tsIMQjtXgGerZjxw4xC/3WrVupXr161L9/f7IkHjr/559/0uLFi+nSpUvUrVs3evXqlapWULt27dSSqUePHk3bt2+nmzdviuH233zzjRg+37lzZ7InylFdyOsBAAB78jAmjgKGbaHun4oAa5p3MII+JCjEwCC7KajIhQyVgdDGjRvp66+/ptq1a4tk6fLly5MltWjRgh4/fkzDhw8X+1GyZEkRhCkTqCMjI8VIMqXnz5+L4fa8bYYMGUSL0uHDh8XQe0dhSB0hAAAAa1h+LJISFESbzj6gma1t839gdCDEAQXnzXAwxEHI2LFjxXpu9kqJWem7d+8uFm327t2rdv2XX34RCyQW/z7B5L7cVM5ONjXNClfXdk3lTGndtL+d37z9QB6pXXTeH7EkAIB5cUxw++lru/ixbnQg1LRpU2rdujUVKFBAVJjmLjF2+vRpyp8/vyX2ET7RFnyY+h6btfeG0ffhect42o6i/l608n+G5WVZGheFDBqzQ1y+NbGB1v5nbnr9t2tFKpM7oxX2EABAfhYfvkUjP00gbghr/rg2OkeIW1i4RYa7lzhHKG3aj3NU8fQV33//vSX2ESyQWX/u3gujn/Pg9Sci8Dga8cxm/icRjz+OqGMFh2yhiCefrzMOgtjPW6+k+L4BAMjV1B1XjdreyZ5ahHgIer9+/RKt79Onj7n2CbSIehGntTuLJ07958Qdal46u9kj6h0XH9J3S07Q+CaBotigrddRevshgYavP09LO1k2Vw0AAPRzcU76fLTz4kObiISMDoSkU21I8UnY3d1ddI9ZcqoNuVp65JbOlp0B/54lL3dXqlvMsHpKhth6Poq6/nVSXB689pwIhDRbW2zRgWtPtN+g50NmO9lOAACOwdmAH+adl5wgW2B0IMRTbXDQo1kTQLmO/1auXJnWrVsnEqvBPJ6/fqf39osPYswaCCmDIKkTt56rLvNwx6iYOMqW3oOsydBEPH0/Tuwglw8AwGY8iomjuHcJlDOTZ7ICIankTCGV4jlCnBdUtmxZ8VdZfZkv89B5Hk6/f/9+kUStrfsMTLfsaKT+DZKZmh/37oNRwQR3mVWauFu9afNTgMR1IyztaWy8CLwVZv6QnTcwdwoAQK7Kjd9FVSbv0VuVP6meMT5X2AqjA6FevXrRtGnTqGbNmpQuXTqx8OXJkyeLgoqVKlWi6dOni+AIrGft6btGbb8kTHvXm5Q0wN99+ZH4+9tu9SJYnRYfFyPLDl3X0UVlBlyPovTYnTR8/QW920k/pLp+nNx59poin75WXf9yxkGrl3u3BD6m12/fW3s3AMCB3JZ8dypLmSw4GCF+qCaVI7ThzD2169asyGJ0IHTjxg2t007wOq7gzHhoPc8WD9Zx7u4L6rNS/3Qnmm0pD17Eqc1Ur2nj2ftaW1XO3n0hgq6D157QizfvaO+Vx2L9wkMfR2slR/z7D+J5+cMlNWnrZfF36ZHbOudUO3n7GbVbcEzvh4yDgy9+3kM3NXKf3n+wnV8q5lJ9yl4qMnwbvYzT38UqFRP3TrT4cXl8AJCPhAQFnb0bLb6DjfHDslM0euNFkfujq2vs+qOXNHHLZVp+9I79jhrj6szc8rNkyRLKnDmzWMfVngcMGCC6zNi1a9dU1ach5f139n6S22j2pEmDnBKjtyfavvuy01RPRw6SMujK45NGtU7a6jnvwE0au+kS7exbhfJnSUeGmrTlCi04FEGFfNPRtj5VdI6m0zT/YIRYpLR9KN/o6A60dq1I/vJxdXYmZwNGXRg7TUv4nWj6osDHz21S2i84RqcjP06ovKdfNbX/LwA4rrkHbopgJaRwFprX/uN5Pakac26pnOnwjafiuvJ7Q5s60w/YVLeYSS1C8+fPFzPQZ8+eXYwQ44Uv37p1i+bNmye2iY2NpaFDh1pif0GH649j6XTkx2Tmufs/tsyZUln66M2Pb2Rt3iXRUiIdVSZ9o3MQxEKm7Vet23zuAV17+FLnY3GeEQdB7Iqe7bQldRvq508tS7YUCHGLTbER26jJH4e0/kpLLmNSyaRfZr1WaJ8nyBxErpc9lJ8F0HD76Svac+VjmoA9H0OCxneL8ofkzkv6jy3y2WvRYl90xDaq/9uBJJ/rwYs3OoMga37vGt0iVKhQIbp48aKYzPTq1auqdbVq1VLN88UjyyBlbT4XJZZjg2uadH/lm/Cb+bpnut95ST0xWp/oN+90zjszaM051fXcmTxpZptSVNTfW227RYcT5yzdevKKftl5VXz4TBlW/yQ2nnzSuqnW/XUk0uZGL4TdeCoCzjN31ZO27z5/TQ1+O0htyuekAXUDTH58U8ONp7G6kyJNGXHy19FIal0uJ/l6uVHb+cdEDaiVXSokWQuL85zcUrkYVKPEGP+duU8rj9+hX1uWpEyS9wjox93LS8NuU+UCPlTQ1/DWXkdRdfLHaZ1WdKlAFfJmInuj/D5uGpSNprUomeT2/PlLJZnPs8fy0zQmtJi4fPVh0rPHT99xzTFGjYk7OTtT3bp1qWfPnmKpU6eO2mSnYD3NZh826X7K80pSrT6G0tV6IQ2C2K2nr6nLksStOto+EtWm7KX14Ul3++lSZuxOOvWp1UwfM59jDfLs1VuRsK4rgJy6/arIwfrDhKlRbA2POPxt1zXR9Rbz5r2oWH4s4pkox6APJ2BynlNTLa1lycVf6Lwfk7ehArkxFh26JXJCav+yX9atemfu6O4KsmX8OWRrTqsnLkv/lR0WHhN5lxwE8ecveOIutW0fRH/sdjdEgp73iF21CLFdu3aJ5dGjR5SQoN7FsmDBAnPtG5jgzjPD35RS/Et8zj7znWS50CP3G6fRMRGqZlIuJzdzqxD3M/O+aH4objxO+teGIZr+cVjrnGTWnvOm8+LjdEpHv/ovO67SWo0vKlOZerIy50lO2drFXZ7SpP2kfhHu+jRSUbO1zJyik6jXBeo450zp+79P0axvSsvyJbJ2XqGppINkdOEBMLzUD8wqrj9JRuvwqpO6RzNbM442OhAaNWoUjR49msqUKUNZs2a1qVnIwXSG5BWZ0uza+Yu8SW73Mu49NZsVpraueHb1rrKaU/eRo+LRGbqCIPbrp19t5mAPv9l5pFquTJ5UwMJdLZejYqjHstP0Y+2CJCcc1L56+4HSGvAjxRhbzkeRvRw/5zPmypTG7F2sjsLJiJfFXCHAy3jr/Qgx+pMwe/ZsWrRoEbVt29YyewQOg5OkawRkMem+PCzfUrh4ZPdlp/Q238a//UCeqdU/HvzlyfWTvq2U22w/ADhRsdHv5u/qsddI6PCNJ6qy+0m13CVXu/nH6NHLeOr61+f3guElOu1XzxXhIidqU8/KiXLzjKXt9eLkWR652rC4P2VIk5pszYrjd0QX/ZfFs9LvrUtZ5Dm4Npm3hyt5e7om+7Hef0iguPcJZg9c9VFo/Rho/2zM3GOengS7yhF6+/YtBQcHW2ZvwOHUsMGWnK9mH9Y7GqLhjIOiL5y/0KUVt7kWD/eV91kZbrZ9uXg/Ru8XoK3gL2JL49hy+k49rV9mjFG4gjgHQXLEQRDTLDHBjB3WrHnCHLH+vPh8cbHT5IzotKSZe66LvxvPPjDbY0pP4vei34iqy9rKkJii7q8HxEhSzpGztGMRz6jm1L1iYEmKs6eCip07d6Zly5ZZZm8AUsD5e7qDD3Y56uNw/VZ/HqGAYVvpwLWPRSKV1iUjYVuTvoalmLj3yZoSRd8v+Ecv42jHxYcGD8nnZG4euaY5FLbt/KO0y4jRhEmeaFOoQUZZmgE+4yKoRUdsFSfCIWvVBzXocuK2+uCDxWG36cbjj2U0jkY8S1YtLXtNvj6l8ZowLjjLnxVpFXtDXX/0MT+Sk/nN6bHGD4H3HxLo6zlhqv9fSrOrgopxcXE0d+5c2rlzJxUvXpxcXdWb/nj6DQBHoAyIuBm9TlHzTWhr6MdfV9DArUhcs6NVuZw0oWmgSc/KOVecmzW+SSC1Lp/ToPvw8PIfaxdSXR+69rwoS8CLvm4sPqFx3Sp3VxcxBYvU9gsP1bokj916pjb9CRe9TMlh2cqTjqPqraUe1OLDt2jewZuqgRZ8IuRlaIMi5JHaxaiTqTlwkF5xwm6qVdiXZrc1f/K1NL7iID4wmzdl8XI32w8abT9ulGVJ+v4TTv92s0yPCo/q4rIj/F2VL3PaJLfnfZHKP2SL3u1n7zN/HqmUNfONjW4ROnv2LJUsWVIMlz9//jydPn1abQFwNFyVWVs3gjno++zr+kU849P8bpyMbqxvF50QJQQ4CGK7Lz9U+yLlrr8TkmBEH83mc83WJWUgx6OJuGXtfvQb1RQsStLX9dID9ZY6nv6Eh2Vzd8v+q4/V8lEs1U2g69cwj4C0tWq4xuJWPW2tmSM2XNA62rTw8K1iePX4zZdEsGQp3Lopfa+vOnFXvNZbL3xOvua5C7kF0tw6LT5BlX/eY9bH1Dfr+sOXcRYLFKZsu0o/b70ifuTwfIwVxu+ik7efi2D1+79PJiqKGq5ngIY23IJsSXbVIrRnj3nfNABypu/Dv/3iQwoNypZofXJPyC3nHlFdlsZaPDpNOT2JthaeRHGZ5It52dFIGrfpIi3+thyVyZ1RVDnn5xlYN0A1moiTVDVJq4br6gnh7hZeJjULVDuBrfuhEpmCq6evOXVP74mZW6+kQRdP8hvgl4629tY+1Ys9eK9R6sQQ03Z8LJrL2gfnNv25PySIE7nmKC3ubq08aQ/VKepLc9qWEeukQdGsvTdEi42yRcUSCfSGzqXHgT/PQ+jnrb/16IakVZF/dGRL76G6zgEnV7TnoqCbzt2nVf8LTlZC9bYLUeTq4kQ1AnzpaMRTtTm/WLNZ6nXlxjUJVCVd66vpYw12NemqNvzG3bJlC3311VfmeDgA2dD3K2/ouvMiSVJbgGSJL37pF7g23CrQdelJUU1Ys4jc4LXnxJDsnss//urs/+9Z0R3GxfaUnAz4Uje2fg3PdL3diPuxFpJAUJviI7erBZt7PrViKbtKOdF6+s6rJudpWQO39lUxc8uHMUFQpUm7qfYv+xK1cipbNbd96iLlVsUp26+qTbDMIwmV6k7fn2gS5pTA+8UFWStM2CVeS30ttrslU25w3bLy49ULEHJRVK6Qz5WY50ty1Tgo/H33NYp+rf34NJ+PW3v+t/SkaOUNHLGNLugZeKHEeUrKx7GtMIis2iKUrECI5xwbNmwY5cyZk5o0aSLyhwAg5T7868OTV2hR2UWmSduX/Mv496K7grvPcv+0Sev97n8q0Kbt12ZSU7T8c0J3sTVtOCDhQKvLUvOOTuLpPmJ1vC4cdH0546AY3catFfaCuzXi3qkHwPpaxczpzvM39DAmXnQ7vtdozdQcMr33qv65rTgYnW3Gwq+G+iB5Pyu7dw9df6r1B40xDS08IXWXJSdEtx+3jHEQOODfs5LHSjxno9KWcw/UPpuGzh9YaswOUaXe1rp6nazYJGR011h8fDz9+++/YvLVgwcP0ocPH2jKlCnUqVMn8vLyssxeAoBWvVaEU+0ifqqkVv5y45YKQyp6M05O5twd//Qeal/g0i95TUvCbieZkKvtZGDIL1Zj8MS8xo5EMrg+lY7vZGnQpZnTpJlTdOZuNJXPkwlF+/TQrGeoLTBXaAlU2caz90Vye+lcGcjD1UW0QHq5u1KgRjFWY1t+OCcwZyZPtfXS3eScN+6iu/X0ldZJk40JL16//SBaeKWtvHyZP8fcjShdr5mYPs/EvMXnr99RiVHmGdovuxyhkydPiuBn+fLlYsZ5LqjIl3nmeZ5rDEEQQMrkbWjiIo9ciZuDGZ6HSzoFBefV3ExiOGzwxN10Znht1RQWjHN8TGXO8gJSb96qd0X1W3VGdZmnaOHS/zzS6H9/nRQtIKu7VaTSuTKqtqk7/YAoimkIrhW1oENZvdvwtC/8i13bL9mOC4+rRsA1COTCfUGowq/RWtJiTpjaEHsesm9IsKxsReq+TPvgnOTkEfEI0ZUn7tCYxkWpbcXPOVHaghuFlvnqlDWakivf4M00omERGvXf565l5XREh0XiuAP2vjjZQSBUvnx56tGjBx05ckTMNg8AycMtFNKqxqZSJkZywqnmPFwDVxtWD0az+NtUSZKsrdAMsPiXrZJyipYiWb3o4qeWGl6nPCmG3XhqcBCkDC65dYAnwZ27X3tXDHf1cL7HD9XzJ7pNWgZg07kH9GbxB5rXrgw5W2lKB3PnxfLryXW2DHvuz08uHfmnWWfo76PaR0G+NrDbR5q4v+bUXZrXvgyl90xc2ZoLHmrD+TkcBLFh6y+QR+pUVK+Yn0g4VuaHSQ1bd151+cjNp2YfVaUZBCnz1xyVkxUjIYMDoZo1a4oWIZ5olVuDuBUI84wB2E7NGmXCqRwm+NRFGQQpcS5TzoyeFPnM+EJ2eQdvTnKbqduvqAVC1x+91NotyYHVgetPqGrBzGQNuoJAU4sWGhoEcS2o5MZgHIxKJZVKwon7ylGQIxoWpStRL8U6nlMuOJ+P1vtcffhSLUlb2eIobXWUqjFlb4oOLZcDJ3toEdq2bRvduXOHFi5cSN26daM3b95QixYtxG0IiACMZ2OjVx2WKUGQoaT5pnzCrTN9v968IWvRNXEvFy60JG59yZzOLVnv+fUaLYGGni+Vr3frP4/Q01dvqfWfR+nE0BCt23K9KmPcNKJ1ERxs1FiOHDlo+PDhYrTY0qVL6fHjx5QqVSpq3LgxDR48mE6dSn4zP4BcIBByHFyEss08/a0ktjjPeZQRCecTNl8SNaaMmWuPi/g9ivmc5PvLjquisGNyWw44V8aQz9fmcw9EEKTEQ+DBNj3XUTYgJZg8nW2tWrXE8vz5c/rrr79owYIFNGnSJDGKDMDRzdl3QxRWy+rtQVm93cnXy51SpzKuGoUcZjqXA+4mMaSFwJpN/+YwZ7/xUyzwsHlpNxo/himPI/XngYhEXaC6gjwe4QX2IdaKLaYmB0JKGTJkEEnUvKBFCORiwpbLidb5pHUTQdHHAEny18tDdV1asdjGyniAidBNkvL0lXdQ4jnwwH442XqydGRkpCiamJRSpUqJv/fu3aNs2RJPDQDgKEJL+oshrPyrk/9ytWYuwc/LuXu6a9Vk8HQlP28P8vd2p9sWzF0BW2TnTUIADsqgQKhs2bIUGhpKnTt3Fpe1efHiBf3zzz/066+/UpcuXahnz57m3lcAmzG9ZZDayBvOexCB0Ys4ehDDf9+orvNy/8UbUdmXh3zzoq8YHzgme+8aA5D1qLGLFy/SuHHjRE6Qu7s7lS5dmvz9/cVlzhHi2y9cuCBahH7++WeqX7++xXZ45syZNHnyZIqKiqISJUrQjBkzqFy5cjq3X7VqlZgG5NatW1SgQAGRx2TJ/QP54VGTmdK6iaVYNu1VbTlYinnznh7EfA6QRm64IKrhAgCAjQdCmTJlomnTpolgaNOmTWJqjdu3b4sh9D4+PtSmTRtRV6hYsWIW3dmVK1dS3759afbs2aLA4/Tp08XzXrlyhbJkyZJo+8OHD1OrVq1owoQJ9OWXX9KyZctEyxbnMll6X0Hdkm/LUbsFx2ziZSnkm05t1vOUCpZ4lmleAvw+TkXD8/1M1JJrBKb7tWVJMRXBrkuPKOxm0nkkKYmnPuEJa7kbVfxVXVao1vO6d8q/qnUKLet4u0/3kz7mp7/8mPGqywi2wfbFWXESYyeFqRW1rICDH+6a+/3338X1hIQEMaSfE7V/+umnRNtznaNXr17Rxo0bVesqVKhAJUuWFMGUIWJiYsjb21t0/Zl7GhFdE1cmx+SviouZv21F58p5aHD9wqKirqHHO7RB4UQTDJpT16r5kj1xY3LK+CvN3HOdJm+7QragQ3BuWnT4lsUef2DdADGTuKWb1iMmNEg0SeqK43dEQUMAsG23zPC9asr5O9mjxlLK27dvxXxngwYNUq1zdnamkJAQCgv7WF5fE6/nFiQpbkFat26d3klleZG+kJaw4pj2cvLJ1bxMDtHtYitTJLSrmNugaQX6hBSkX3ZeJT8vd4vX19G3OzkyetCdZ9pL8JsbT+FgK0Y2Kkpbz0ep6sqMblyUhq+/kOygSvrFxrPPn7xt+hxm+hwYUF20tmmqXdRPLHuuPCI3F2dqPe8o2QoO3FK7OH9cUjmTq4szuaZyEtddP62TXv749/Ptrp9u/3gbr3dR3V/1eJ8u91yufV4uALCjQOjJkyeiRpGvr6/aer5++bL2X5qcR6Rte16vC3ejjRo1iizNHCeE1uVzinl1lL6vlk/8zZreQ2273Jk86dZT64xQSuP2ebi4Pr1CClCbCjkpnXsqWn9a+8SFCzuWFZNZWlJKto/aShxULNvHX0rrfqgkWk6aBGUTs9kbGwg1K5Wd3F2daVD9AFEqoFoh9ekkVv2vokHTVmiTK5MnZfBMrXOajRwZ1WcL11S9UOKu85RuJQsp7EtTvy7xKZBxolQuxtWdSg4EQgC6pdwn0U5wixM3oykXnlbEEnrWLJCs+6//oRKNbxKous4zFQ+oG6B12+wZ9J8kLMmYcz3X4XFL5UJNSmWjov6JmzFdnT+/Xcvl+TyruDlHJ6RkIPTBir3SG3tUFgsHz2u6VRLrOHjh4JqDIGOt6lpRnOTHNQkU/0PuflTmQimZOuHoLy1K0M6+VcnFDBOWDqlfmHy93ERgpQ/v/0/1AqiKgXOD7e9fPcltKufPRN4eruL1TckgCAD0s5tPIydlu7i40MOH6pPb8XU/Pz+t9+H1xmzP3NzcRF+idLGEpH7B6sPdDSVypNd5e3oPV5MqGCfnPKMtcDG1+4eb86e3KKl3G5+0iWeVNgXX9cmYxjyPZcpzWwO/f3h0Gy8cPBtbEVtT89LZqWxu0wPTpHimTiXeE+ZIZ/yuSl46MqimmIhVny+LZxXFLxd3LCsCImkrkaYLo+pQzkyeVC6J18CUABMALM/gb0CeY4xzdKwlderUYtj+rl27VOs4WZqvV6xYUet9eL10e7Zjxw6d2zuKGgHq3QAJBg4aSSVpcTEWty6Ys/snX+a0VDpXBgop/PlYCvimJXM7MbQWebl/7iGWnmy5+8LcyXtS0irThiieXX1ovuZJOYtkcsvK+X3o2rh6lBL61i5I9oRH8CU1UbTyZt6uVM4MarlUmpSzzU9rUYLy+qQRXWDa/meB2XT/eLEX3FJmrP9VyUvW1rCEP+XNnIb29Ktm7V0BG2Twme/u3btUr149yp49u5h9fsuWLSKBOSVx4vOff/5JixcvpkuXLon94FFhHTt2FLe3a9dOLZm6V69etHXrVpo6darIIxo5ciSdOHGCunfvTo5G+mNZXxcEJ5VyQrKmVuVyJip8+0P1fNSybA5a9l35JJ+fTxi1i/iabT4tPoZ/u1akee3LUtigGrStdxUxn5fq+Uyo0lsmVwYxvFp6X+5uqVssq2R/E0vql76pkmrg2NC9klog6JnaRayTnpSzSfLB+tb6HJD81bm8aEWRzvxtrLXfBxu0Hefu2Juk3j1e7p9b68rmziC6DId9WUTvfbgLene/ajSvfRn6ooCParDAvv7VaEWXClRER6upPela1figpnfI5/dlpjSp6a9OSX+f6MPfX9q+a3RpGpSNZrQKot0/VqM8PmkS3c5fl1fHpsyPBrDzQIgnVeUk4+XLl1O6dOmod+/eoruqWbNmtGTJEnr27Jll9/TTcPgpU6aI1ikeAh8eHi4CHWVCNE8F8uDBA9X2wcHBonbQ3LlzRfHFf//9V4wYk1sNIWk3GnfJtdfSvD+h6ed8I+UUEj1qFKCJzYpTcL6PX+pKm3pqb/3RRlvQZSjlr3ae2LSQXzpxWdmNE5TT+F/X/3YLpsYlE0/90qdWAa3BibIlIDnBRHIUz55eBIKa67j17eTQEHG9Wensqv/xV6WzU6+aBWhllwqq7ceGmv5eD5K0hKSUwGzeNLdtaa23mTOjinN1dBn+ZRG1rmt+H3I+XqfKeRJtO0fHvs5vX5a296lCzUplo1yZ0lCFvJnI3uXPkpbSe6amm+PrG9VSKu0S5FIalQv40OJvdRfBlboxvr7IHTRUcD711/nS6Lo0LYludv5f8/dK9gzqg0xAPozqC+Hh6l988YWoHs1FDI8ePSpq+8yZM0dUmq5SpYoIVHiuMUvh1hwu5shD3JXPr7R3715atGiR2vbNmzcX+8rbnz9/3mGrSutr6edftDziin+Zso6VclPjkv6JtuMvbcZdUjyFhLauG25iLurvrRqhJlVL8iuNf4Vx10xSXRDKxzTU6WG16NiQmskKTjR3iZN7pS1YXMeI84aUX6CarVqWKgU/q83HufqSwrk9XMWa9aiRnxZ2KEtLO5UTCbh9ahWk8pKTbp2iuvPhbBEHGzzcXcpJRwsat1aaakiDwlrX83vrWy0BjzbcuqDr9eUTa0HfdAa9/+0Fd7cam/TeTeN7wv9TC2ZmLcFNnaKJW3m4xZaLsUrxyERpK5PUsu8+/wgwNC/L+dP/iFtcwXqMaeUzt2RlSRYuXJgGDBhAhw4dEqOr2rdvTwcOHBCtRpCy9HWz8G08fJh/mTIOcH5tGURpND74w78sSr+1CqIFGq0Qmi1FyhwepRKf8iB4+LSSm6uL6JpJypWxdem3lvp/sWnmY2RJ506VPn0pS7uGDKXva5xfq85f5KVTw2qpHvuDRqJTmtTmqTqhGWDVC8wqulCMwa9x9YAsal05joYDCqb5Fu9Q6WPLZr7Mibs7ksLdrG5aksT5vWUoxwlxTJP2U26ULhzYcCFNKWVcKE1HnP1NKdGSOfub0jS/fZkkPycciHE3I4+c1cbDyNy7YV9+DIr5O5HriPEoRSluvTozvLZRjwnGS2fF7zCzjRrLnDkzderUidavX0/9+vUz18OCGRjapcC/nhqV8NdamK5BYFaRbMjN2poWdChr8vBobo0x5VczN5efGVGb9n5q5bLka2VsUnNyGBI8OjLlSY9bMZU5Jbk/5XVIk9oZD8/nEWCbe31h0nPxkHzuBkvuqDl7kFS5AFMk9dnT9l5WlkBQtsIwblXjlkz+HqhZ2FcERoZ8SLk7WFpCRCmtxvtEn/Oj6lCNgI8tEYWzetGBATWoSdDnH3SsasHMWr8TwXE4/jeATEkTEnUNO+YvHaYtgVDTzDalaFffqqpupATJYyq7aQxtWjdXzg3neegKHL6pkFP3HfUEXtpeqkxp1PfXjmalMXmkjzHN2aYGitwVoa0FgM1tW0bkre2RnGybfuq6leLaR9KuTWNwbgh3g2m2jDpik5CpAXb/OoV03mZM7g7/70rlTK/Ku5O2xml+nDQfV/N26VVOYtfs0kqXREuVMa1aUtpKJ0jxiEFz4sEdl8fUVcvH4n3g7vAdfarovB8Xpf26jHowZw8UZs0CNA4CIQeh7HtX0tZyo2lck2JiKgVpcq0+0pYbaSBkqLntSov+funoJnPj0R9nR9b+OApOh68+deFVyq8tgTXxcWk2dHHCsj1pU/7za2GGmoT0baWPOTTtKuaiue20BzKG4OH+uoKoDGlSi/+htMvPJRnlHfQxNY/HjuIgk07wPFrzh+r5zZJsP+3rkrTm+0qqFiHupm9VLocYWq/Zkqz579BMYtb8IaL5VfTHN6UowC8d/ZmM96Y22koncFcaG9WoqEiO11Qkq5doueZcKa7wrw0HhRM1BqtMahYoBncoPx882rVf7YJiH36sXYgKfOou1ubL4v5JjnAEO51iA7Rb1LEsnb37QmuioZJCT58sD+81RdL1gRRaC+Nxpd5/TlimWjcTcy6l0t+MzcXvuEnc08CWDM0vZv5SMgcewfb77uvi5LBU1YJn/l9F0v3f2y/pCsiGjMwZ3jD5X7QdPwVUhrJUSxyfXHgKCs3EXjngYIGnQtE2lQiP1pTi4MIY9YrpT9Sf0LS4jlvUP3A8Um1n3yq06uRd+ivsdqJRYNNblqT/LT0pujk/7qcXbe2tu8XEHNpXzEUjGhall3Hv6eKDGCqfJ6PW1AAuNMst15wrxYty4mkeFDD/YITIQ+QuRm6x+2nNOdX9viqtPhBA22hXntB63sEItXWc31S3aFYU7zQSAiE7V61QFrGYOlTYVEm1CNla75FmQq2uJnFt+63ZYpAlGSUBNPfh0MAaal+glnjdpI/pky75NX/K501+XSWuRs0tSodvPFVbr+/4axexzAg4zourUsBHnHCN4QgjwrjeUVLdZv91r0xHI56KCZ2NYc6XJ3+WdDSoXmEaUCcg0VQrnGPEXUjmzOXjEZzd/j6VqMK9clJmfi34c8u5QxU1huzrew348e6/eEPfV8svSglomzaGR4EaMp3M0C+LqAVCXCxSW5oDP96Pq87Qs1cpW/fPoQOhDRs26PxScHd3p/z581OePMb90gPLmNK8BF179FL8WjE3/oXyx54bqsJxRkmBIMnYgILzlw5efyJyDvT5w8Ah7oYydf6tlMYjA+e0LUPpPV3NcsIJyOr1scKzEffhZH5LTSBsbBCk7Pawd4b8LwOze4slpegLoHQFCOYe0MAjOK+Pq5doTrgdfarS45fxBk+RpPkODw3KZtZj4UT/t+8TRMuSZhDUvXp+inj6SrT41Q/0o7+OfJ6gG5IZCIWGhoovMM1mauU6/lu5cmVRuDBDhpQvyAafcYE9S+HWjIMDq5v0q9iaSXH6ughO33mutYq09AjrB36uQp3SDE1K1yT9F5na4sTlEDgx2Vx0dXMl9XbipP1uf53Sm8RraZt7fkGrT90VSav2wj7C7ZTZVx52z11pSVXM1zYxLgcpxswTaUpamzFfqVz9nbvXOW9IUz/JZ6R/7QB6/vodbTr7ueCwzVFY76mN/jfxXF1ly5YVf5UztPNlLmy4ceNG2r9/Pz19+hRD6C2Au7g4yrcV+oIgfSfclByObkxrA1fQ1joruJXPIvM+5XGMMENejq0oqax2rvHaJhWocTHP/QOqG1WE09y4hg0no5rSimQt1ujFM2ZEVkp2OfKw+yODa1JeSS00c+HgStqdZkxtHOXrZcxULPx5mPVNaVH1Wx/uwpvZupSo1M3Vtrl0xJhkVJ13NEa/U3n+Lp6ygqevUKpZs6boFuvSpQtduHCBpk+fTt9++62591X2dvStYlTBN1vFrSobwu9T6U+1Ymxdeo+UO+FpiwNCiviKxRHwXHe3n76mMhacrR4SG9O4GLWYe0SUO9h+8aFFXiKuNbbp3McWB24tM7VAnnTyYHujnI6o98pw8Vdb0U5dTgwNofj3CRYtjsrdcfyjjwMnXoatO2+x53LoQOjGjRvk5ZU4YuV1N2/eFJcLFChAT548Mc8eQrImGrVFnJw5/1MRRksxZ9IxDy8+fuuZ3pF5tswsv7DN9Hpyt4K+rgVrzG8mBzztCldxv/Yw1mKBEHdbbvo0KkpzfkJjS4FwUUVHqJZuzCePW8ptqbV8XJNiou5TvV8PpMjzWbOF1eiusdKlS1P//v3p8ePHqnV8mafa4C4zdu3aNcqRw/R5gADMTfdQ3aTxLyiunt2irP5EanOwtdF2ls7rkgb3XCTOkOKeYBpTC09aQ91iWSn4UwFWu2bjIwulk21/q1HOIrRkNlFte3B99WlSLCW3j/mrn1usRWjevHkiYTp79uyqYIfnGcubN6+YXoPFxsbS0KFDzb+3YDdsKSGaJ3+V+9QVSrbzX/koQ5rPv/r1FYkD85DWAgrKaV+FQcH8uGhpMX9vin//QXRXLzgUkei7okuVfDR+82WH/hFodCAUEBBAFy9epO3bt9PVq1fFukKFClGtWrXE7PSMAyWQN54c1Rr4w6T5I8yegiA+ORX0TUs5jRiZkhRb/k3Kxe+4Yq6fRvE+sAzpYICMdpTsba9s+bOnFKijNIIpswfYK6POVu/evSMPDw8KDw+nunXrigVSjo23sgo/NytO/566K2aTTincnRLx5BU5Ag7atvaqYtb/tZekoGZqI4PC6oUy054rj42uAm2M7jVS7r0CWkbuWYCdlMeyOHv4ztbF0Mr7sguEXF1dKWfOnPThwwfL7RHYta/L5hBLSpr8VXH6anaYWoFCW+qas3aRRR6Wu7pbRTHjt7EzrXN9pfvRcWJaEnAMPF3FvqtP9E9MbCKeXJV/lJTOhaR3ex7g8kUBHaVEHJTR/RdDhgyhwYMH09KlSyljRgyBTUn2+ZGyPO7bHhtajHJnQqKtLqVzmfZZ5S9DBEGOhaer4MUSeHJV+MzN1T6DCR8Ti7fKJhD6/fff6fr16+Tv70+5cuWiNGnUTz6nTp0y5/4BGOSbCrnUrsuoexsAbAxXPt9+ISrR9xKk/KTKFptiA1JOmtQu9OotuiIBAOzFD9Xzi8VRgpLpLUqqikQ6IqMDoREjRlhmT0Cr1d8HU93pBxxmtmsAALBtTk6JJ4s1RyDE5RsuR70kW2NSB2Z0dLSoJzRo0CB69uyZqkvs3r175t4/2cuURl59teaSNzPyhQAAUkrPT5MQ58joQSO1zIt4elgt6lo1n2O0CJ09e5ZCQkLI29ubbt26Rd99951Iml6zZg1FRkbSkiVLLLOngGRpI/A8R8eHhBg9SgoAAIzXt3Yh+r56ftU0ISP/u6h2e4Y0qfWO5q1Z2HpTGBl9lujbty916NBBTKPBE60q1a9fX8w8D+bl5ZHK6kUK7VXmdG7kLamhAwDa8a94VtkRprUAq3HXUXtof//qeu8XUthX7xyElmb0mfX48eM0Z86cROuzZctGUVFR5tovkMwPFDaohqhHgdYNALAELuIZ+ew1Hbj2mA5eN3zC7K9KZ6d/T97FP0VGCmRJS3eev6a4dwkG30dZgkPXwLACvmnJmoxuEXJzc6OYmJhE63m6jcyZM5trv0Aiq7cH+Xl/bn0DADAnbm3mCTYbl8wmrlfKn8ngYp0gL4HZvKmQifMC6gqErF3uxOhAqFGjRjR69Ggx3YYyu5xzgwYOHEjNmjWzxD4CAEAK8PVyp0uj69JfncrbfO0XsJ4KeTOptRCt6lrRoPvpereUzKF9vjObDYSmTp0qZpfPkiULvXnzhqpWrUr58+endOnS0bhx4yyzlzLUvHT2JPtVAQDMzSO1i8GlOhAGyTsIYjv6VqWyuQ2rXJ9eR85mnaJ+ZE1Gt2vyaLEdO3bQoUOH6MyZMyIoKlWqlBhJBubTunxOTG0AADYNDULycXBgdTodGU0NArPSxK2XTXqMGgFZtK63do08kzt4K1WqJBYAAJCnjGlSW3sXwIw6Vc5Diw/fou6fagJJZc/gKRaWJZ2byRNKXx1bj4atO08rT9whW2FQILRixQpq2bKlQQ94584dkTOEICl5rB0hAwAkpUuVvHQl6iXVL54VL5YDGPZlEfqpXgC5JjHzfNuKuej6o1iqrqOFRx8e/Tzpq+J080ksHb/1nGyBQTlCs2bNosKFC9PPP/9Mly5dSnT7ixcvaPPmzdS6dWvRTfb06VNL7CsAANjYaLPZbUtToxL+1t4VMBPXJIIgZVmXic2KG5Tb09AO3hsGtQjt27ePNmzYQDNmzBDTavCM876+vqKg4vPnz0X9IB8fH1Fo8fz58+I2AAAAkDcvd9svsZDKmGHzvDx58oQOHjxIt2/fFqPGOAAKCgoSi7Oz5aYz4DnNevToQf/99594Hh6q/+uvv1LatLoLMVWrVk0EcVL/+9//aPbs2RbbTwAAANDvh+r5qcPC4zbRmmh0qMaBT2hoKKW0Nm3a0IMHD8SINa5h1LFjR+rSpQstW7ZM7/14LjSue6Tk6Wm9Mt7GQIYQAADYuzo6us+qFcpCJ4aGUCYbSLi3/TYrIpGXtHXrVjG9R5kyZcQ67qbj+c2mTJlC/v66I0oOfPz8rFujAAAAQE7+bFeGrj58SVUK6p5xwietaaPPzM0upuYOCwuj9OnTq4IgxnWLuIvs6NGjeu/7999/i1asYsWKifym169f690+Pj5eTCEiXQAAAMBwtYr4iu4ve2AXLUKcjM2VrKVSpUpFGTNm1DvRK49iy5Url2gxOnv2rJgG5MqVK7RmzRqd95kwYQKNGjXKrPsPAAAAtsmqgdBPP/1EkyZN0ruNtuH6huIcIqXAwEDKmjUr1axZk27cuEH58uXTeh9uNerbt6/qOrcI5ciRw+R9AAAAAAcKhOLi4sSweW04mZmDDUP9+OOPYsi9Pnnz5hU5Po8ePVJb//79ezGSzJj8n/LlP04keP36dZ2BkJubm1isDfUUAQAAbDAQ4oKJPFKrZMmSautXr15NXbt2pcePHxv8WJkzZxZLUipWrEjR0dF08uRJKl26tFi3e/duSkhIUAU3hggPDxd/jQnWAAAAwHEZnSzNtXkqVKig6tJ69eqVaNVp27YtDR482BL7KKpa161bVwyFP3bsmJjwtXv37mLaD+WIsXv37lFAQIC4nXH315gxY0TwdOvWLVEQsl27dlSlShUqXry4RfYTAAAAHLxF6I8//qAGDRpQ586daePGjaI7jIsacgDCI7MshUd/cfDDOT7Kgoq//fab6nauLcSJ0MpRYalTp6adO3fS9OnTRbDGeT58n6FDh1psHwEAAEAGydL16tWjpk2bijnIePQWV3u2ZBDEeISYvuKJuXPnJoVCobrOgY9mVWl74p/ew9q7AAAA4PCMDoS4y4mHpfOw9W3btolgg6fe6NWrF40bN45cXV0ts6cysbNvFXoV/8FmCk0BAAA4MqNzhDhJOk+ePHTmzBmqVasWjR07lvbs2SNq85QrV84yeykj+bOkoxI50lt7NwAAAGTB2ZQcoRUrVohKz0rBwcF0+vRpMaIMAAAAwGEDIR4dpk26dOlo/vz55tgnAAAAANvMEVqyZInO25ycnHQGSgAAAAB2HwhxUrQUD1vnIes8XJ1nekcgBAAAAA7bNfb8+XO1JTY2VtTvqVy5Mi1fvtwyewkAAABgC4GQNgUKFKCJEycmai0CAAAAcPhAiHFhxfv375vr4QAAAABsL0eI5+yS4mrOPM3G77//TpUqVTLnvgEAAADYViAUGhqaaKQYzyBfo0YNmjp1qjn3DQAAAMC2AqGEhATL7AkAAACAveYIAQAAADhki1Dfvn0NfsBp06YlZ38AAAAAbCsQ4nnEDMH5QgAAAAAOFQjx7PIAAAAAss0RunnzphgqD5azoksFvLwAAAC2GAhx9ejHjx+rrrdo0YIePnxoqf2SpZwZPa29CwAAALJicCCk2Rq0efNmevXqlSX2CQAAACBFYPg8AAAAyJbBgRCPCNMcFYZRYgAAACCLytLcNdahQwdyc3MT1+Pi4qhr166UJk0ate3WrFlj/r2UCXdXF2vvAgAAgKwYHAi1b99e7fo333xjif2RtYxpUlt7FwAAAGTF4EBo4cKFlt0TAAAAgBSGZGkAAACQLQRCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZMtuAqFx48ZRcHAweXp6Uvr06Q2uhj18+HDKmjUreXh4UEhICF27ds3i+woAAAD2wW4Cobdv31Lz5s2pW7duBt/n559/pt9++41mz55NR48eFdOB1KlTR0wPAgAAAGBwZWlrGzVqlPi7aNEig1uDpk+fTkOHDqXGjRuLdUuWLCFfX19at24dtWzZ0qL7CwAAALbPblqEjBUREUFRUVGiO0zJ29ubypcvT2FhYVbdNwAAALANdtMiZCwOghi3AEnxdeVt2sTHx4tFKSYmxoJ7CQAAALJtEfrpp5/IyclJ73L58uUU3acJEyaIliPlkiNHjhR9fgAAAJBJi9CPP/5IHTp00LtN3rx5TXpsPz8/8ffhw4di1JgSXy9ZsqTO+w0aNIj69u2r1iKEYAgAAMAxWTUQypw5s1gsIU+ePCIY2rVrlyrw4aCGR4/pG3nm5uYmFgAAAHB8dpMsHRkZSeHh4eLvhw8fxGVeYmNjVdsEBATQ2rVrxWXuVuvduzeNHTuWNmzYQOfOnaN27dqRv78/hYaGWvFIAAAAwFbYTbI0F0ZcvHix6npQUJD4u2fPHqpWrZq4fOXKFXrx4oVqmwEDBtCrV6+oS5cuFB0dTZUrV6atW7eSu7u7FY4AAAAAbI2TggvugE7cncZJ0xxgeXl5mfWVyv3TJtVln7Sp6cTQWvhPAAAApOD52266xhxdh+Dc1t4FAAAA2UEgZCO+r5bf2rsAAAAgOwiEbISzs5O1dwEAAEB2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBkBWldbObepYAAAAOCYGQFWGcGAAAgHUhELIilPQGAACwLgRCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAIFsIhAAAAEC2EAgBAACAbCEQsiKFArONAQAAWBMCIQAAAJAtBEIAAAAgWwiErPniOztZ8+kBAABkD4GQFfWqWUD2b0AAAABrQiBkRVm83K359AAAALKHQAgAAABkC4EQAAAAyBYCIQAAAJAtBEIAAAAgWwiEAAAAQLbsJhAaN24cBQcHk6enJ6VPn96g+3To0IGcnJzUlrp161p8XwEAAMA+pCI78fbtW2revDlVrFiR5s+fb/D9OPBZuHCh6rqbm5uF9hAAAADsjd0EQqNGjRJ/Fy1aZNT9OPDx8/MjW4RJVwEAAKzLbrrGTLV3717KkiULFSpUiLp160ZPnz7Vu318fDzFxMSoLQAAAOCYHDoQ4m6xJUuW0K5du2jSpEm0b98+qlevHn348EHnfSZMmEDe3t6qJUeOHCm6zwAAACCTQOinn35KlMysuVy+fNnkx2/ZsiU1atSIAgMDKTQ0lDZu3EjHjx8XrUS6DBo0iF68eKFa7ty5Y/LzAwAAgG2zao7Qjz/+KEZ26ZM3b16zPR8/lo+PD12/fp1q1qypM6cICdUAAADyYNVAKHPmzGJJKXfv3hU5QlmzZk2x5wQAAADbZTc5QpGRkRQeHi7+co4PX+YlNjZWtU1AQACtXbtWXOb1/fv3pyNHjtCtW7dEnlDjxo0pf/78VKdOHSseCQAAANgKuxk+P3z4cFq8eLHqelBQkPi7Z88eqlatmrh85coVkdfDXFxc6OzZs+I+0dHR5O/vT7Vr16YxY8ag6wsAAADsKxDi+kFJ1RCS1uXx8PCgbdu2pcCeAQAAgL2ym64xAAAAAHNDIAQAAACyhUAIAAAAZAuBkBWlcsbLDwAAYE12kyztiEKKZKES2b0pKGcGa+8KAACALCEQsiK3VC60vntla+4CAACArKFvBgAAAGQLgRAAAADIFgIhAAAAkC0EQgAAACBbCIQAAABAthAIAQAAgGwhEAIAAADZQiAEAAAAsoVACAAAAGQLgRAAAADIFgIhAAAAkC0EQgAAACBbCIQAAABAthAIAQAAgGylsvYO2DqFQiH+xsTEWHtXAAAAwEDK87byPK4LAqEkvHz5UvzNkSOHoa89AAAA2NB53NvbW+ftToqkQiWZS0hIoPv371O6dOnIycnJIhErB1l37twhLy8vkgMcs+P/n/E/dvz/McP/2fH/zzF2fI7i8IaDIH9/f3J21p0JhBahJPCLlz17drI0foPZ25ssuXDMjg//Y3nA/9nxednpOUpfS5ASkqUBAABAthAIAQAAgGwhELIyNzc3GjFihPgrFzhmx4f/sTzg/+z43GRwjkKyNAAAAMgWWoQAAABAthAIAQAAgGwhEAIAAADZQiBkBvv376eGDRuKok1cdHHdunWJijoNHz6csmbNSh4eHhQSEkLXrl1T2+bZs2fUpk0bUachffr01KlTJ4qNjVXb5uzZs/TFF1+Qu7u7KHD1888/ky0e87t372jgwIEUGBhIadKkEdu0a9dOFKZ01GPW1LVrV7HN9OnT7faYDTneS5cuUaNGjUStDv5fly1bliIjI1W3x8XF0Q8//ECZMmWitGnTUrNmzejhw4dqj8HbN2jQgDw9PSlLlizUv39/ev/+PdniMfP/qnv37qK2GH+WixQpQrNnz1bbxp6OecKECeJ/xgVjeT9CQ0PpypUrFjmevXv3UqlSpUTSbf78+WnRokVkDUkdM39Ge/ToQYUKFRL/45w5c1LPnj3pxYsXDnvMmuerevXqaX3/29MxG4UrS0PybN68WTFkyBDFmjVruEq3Yu3atWq3T5w4UeHt7a1Yt26d4syZM4pGjRop8uTJo3jz5o1qm7p16ypKlCihOHLkiOLAgQOK/PnzK1q1aqW6/cWLFwpfX19FmzZtFOfPn1csX75c4eHhoZgzZ47NHXN0dLQiJCREsXLlSsXly5cVYWFhinLlyilKly6t9hiOdMxSfDsfl7+/v+KXX36x22NO6nivX7+uyJgxo6J///6KU6dOievr169XPHz4ULVN165dFTly5FDs2rVLceLECUWFChUUwcHBqtvfv3+vKFasmHi/nD59Wjynj4+PYtCgQQprSOqYv/vuO0W+fPkUe/bsUURERIj/i4uLizhuezzmOnXqKBYuXCjea+Hh4Yr69esrcubMqYiNjTXr8dy8eVPh6emp6Nu3r+LixYuKGTNmiNdt69atNnfM586dUzRt2lSxYcMG8Z7m4y5QoICiWbNmDnvMUtOmTVPUq1cv0fvf3o7ZGAiEzP2Carx5EhISFH5+forJkyerBQpubm7iJMf4DcP3O378uGqbLVu2KJycnBT37t0T1//44w9FhgwZFPHx8aptBg4cqChUqJDC2vQFBUrHjh0T292+fduhj/nu3buKbNmyiS+cXLlyqQVC9nzM2o63RYsWim+++Ubnffh97urqqli1apVq3aVLl8RjcXDM+MvU2dlZERUVpdpm1qxZCi8vL7XXwFaOuWjRoorRo0errStVqpQInhzhmB89eiT2dd++fWY9ngEDBojXTvP9wydoa9M8Zm3++ecfRerUqRXv3r1z6GM+ffq0+P568OBBove/vR+zPugas7CIiAiKiooS3WFK3I1Qvnx5CgsLE9f5L3eTlClTRrUNb8/Texw9elS1TZUqVSh16tSqberUqSOaN58/f062jpuVuamVj9NRj5nnpWvbtq1oLi5atGii2x3pmPlYN23aRAULFhT7x83k/J6WNqWfPHlSdJNK3/sBAQGiq0H63ucuVF9fX9U2/Hg8v9GFCxfI1gQHB9OGDRvo3r17ogthz549dPXqVapdu7ZDHLOy+ydjxoxmPR7eRvoYym2Uj2FLx6xrG+7OTpUqlcMe8+vXr6l169Y0c+ZM8vPzS3Qfez9mfRAIWRgHQUz65lFeV97Gf/lEIsUfOH6TSrfR9hjS57BVnGPAOUOtWrVSzVXjiMc8adIkcQycT6CNIx3zo0ePRL7MxIkTqW7durR9+3Zq0qQJNW3alPbt26faXw7olMGvrve+PRyv0owZM0ReEOcI8bHxsfOJg4NXez9mDm579+5NlSpVomLFipn1eHRtwyfRN2/ekC0ds6YnT57QmDFjqEuXLqp1jnjMffr0EYF+48aNtd7Pno85KZh0FSyKf01+/fXX4tfzrFmzHPbV5l/Ov/76K506dUq0fDk6/jJl/KXJX6CsZMmSdPjwYZE8XLVqVXJEHAgdOXJEtArlypVLJFdzIjEnV2v+ErY3fBznz5+ngwcPWntXbOaY+QTOycEc/I4cOZIc9Zg3bNhAu3fvptOnT5McoUXIwpRNjJqjLPi68jb+y7+wpTgTn0cvSLfR9hjS57DVIOj27du0Y8cOtZmLHe2YDxw4II6Huwy4lYcXPu4ff/yRcufO7XDH7OPjI46RTxBShQsXVo0a4/19+/YtRUdH633v28PxMv5FO3jwYJo2bZoYWVa8eHExgqxFixY0ZcoUuz5mPo6NGzeKrj5u7VIy1/Ho2oa/E3hkli0ds9LLly9Fix+PtFq7di25urqqbnO0Y969ezfduHFDtPwpv78YjxCsVq2aXR+zIRAIWViePHnEm2PXrl1qvzI4J6RixYriOv/lLxpuVZC+MflXN+ddKLfhX58cXChxcMFDPDNkyEC2GgRxmYCdO3eKobdSjnbMnBvEw97Dw8NVC7cScL7Qtm3bHO6YubuEh+NqDsHlfBluKWGlS5cWJw/pe5+350BJ+t4/d+6cWoCoDJo1gyxr4/8JL5zTJeXi4qJqIbO3Y+aWWj458ome34v8fSVlruPhbaSPodxG+Ri2dMzK72jO++L3ObeWcCkLKUc75p9++inR9xf75ZdfaOHChXZ5zEaxdra2I3j58qXItueFX1IefsiXlSOkePh8+vTpxRDbs2fPKho3bqx1+HxQUJDi6NGjioMHD4rhmtJh1Tx6g4dVt23bVoxIWrFihRimaK2h5PqO+e3bt6JEQPbs2cVQTR6BoFyko2Ic6Zi10Rw1Zm/HnNTx8hBzHlE0d+5cxbVr11RDZbksgHToNQ/T3b17txh6XbFiRbFoDsmtXbu2eK/wMNvMmTNbbfh8UsdctWpVMSqGh8/zUGEekuzu7i5G+9njMXfr1k2U9ti7d6/a5/T169dmPR7lsGoutcCjzmbOnGm1YdVJHTOXsChfvrwiMDBQDJ+XbsPH6ojHrI2u4fP2cszGQCBkBvylyG8azaV9+/aqIfTDhg0TJzgeNl+zZk3FlStX1B7j6dOn4oSYNm1aMRyxY8eO4ktZimsQVa5cWTwGD3HkAMsWj5nrq2i7jRe+nyMes6GBkD0dsyHHO3/+fFELiYMBro/EtbKkONj//vvvRUkA/oJs0qSJ+AKWunXrlqhbwvWSuC7Jjz/+qBqmbGvHzPveoUMHUSOKj5nLGkydOlV8xu3xmHV9TjnAM/fx8GtbsmRJMQw9b968as9hS8es6z3AC3+3OeIxG1o+wp6O2RiYfR4AAABkCzlCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAGB2Tk5OtG7dOpt+ZXkyyd69e6fIcw0bNoy6dOli8eeZPXu2mBAWAAyHytIAYJAOHTrQ4sWLxWWenTpjxoxiBvZWrVqJ26STkUZFRYlJYt3c3Gz21X327JmYUJRnF7ckfi0KFiwoJqxUTkhrKTxTPE+ouWLFCvriiy8s+lwAjgItQgBgsLp169KDBw/o1q1btGXLFqpevTr16tWLvvzyS3r//r1qOz8/P6sGQRwQJIUDOUsHQWzevHkUHBxs8SCI8WzprVu3pt9++83izwXgKBAIAYDBOLjhICdbtmxUqlQpGjx4MK1fv14ERYsWLdLaNcZBSffu3Slr1qzk7u4uAoIJEyaobTtr1iyqV68eeXh4UN68eenff/9Ve947d+7Q119/TenTpxcBTOPGjUUwpsQtUqGhoTRu3Djy9/enQoUKifV//PEHFShQQDyvr68vffXVVzq7xp4/f07t2rUTLVmenp5if65du6a6nY+Pn3/btm1UuHBhSps2rSow1IdbZzS7q/i5e/bsSQMGDBDHw6/pyJEj1bbh12XOnDkiyOT94ecMCwuj69evi/unSZNGBFg3btxQux8/14YNG+jNmzd69wsAPkIgBADJUqNGDSpRogStWbNG6+3cOsEn5n/++YeuXLlCf//9N+XOnTtRDk2zZs3ozJkz1KZNG2rZsiVdunRJ3Pbu3TuqU6eOaL05cOAAHTp0SBWESFt+du3aJR5/x44dtHHjRjpx4oQINkaPHi3Wb926lapUqaLzODiY4vvwvnLAwRNw169fXzy/0uvXr2nKlCm0dOlS2r9/P0VGRlK/fv30dr9dvHiRypQpk+g27mbkYObo0aP0888/i/3kfZcaM2aMCM7Cw8MpICBAtPb873//o0GDBol95X3kIFOKn4tb5/hxAcAA1pv4HgDsSfv27RWNGzfWeluLFi0UhQsXVl3nr5a1a9eKyz169FDUqFFDkZCQoPW+vG3Xrl3V1pUvX17RrVs3cXnp0qWKQoUKqd0/Pj5e4eHhodi2bZtq33x9fcV6pdWrVyu8vLwUMTExWp+3atWqil69eonLV69eFftx6NAh1e1PnjwRz/HPP/+I6wsXLhTbXL9+XbXNzJkzxfPqcvr0aXGfyMjIRM9duXJltXVly5ZVDBw4UO11GTp0qOp6WFiYWDd//nzVuuXLlyvc3d0TPW+GDBkUixYt0rlfAPAZWoQAINn4vM1dObpaWrhFg7uruIVm+/btibapWLFiouvKFiFuJeLuIG4R4pYgXrg7KS4uTq1bKDAwUOTIKNWqVUt0w3FXW9u2bUVLFLfoaMPPxQng5cuXV63LlCmT2GflfjDuosqXL5/qOnf3PXr0SOfrouye4q45TZxoLqXtsaTbcNee8jil6/h1iImJUbsfdzHqOlYAUIdACACSjYMFHq2kDecSRUREiG4eDgw410eaq5OU2NhYKl26tAimpMvVq1dFV5ESdzNJceB06tQpWr58uQgyhg8fLrrwoqOjTT5OHmUmxcHfx8Yb7Xx8fFT5R4Y8VkJCgs5tlIGmtnWa9+MuucyZMxt0TAByh0AIAJJl9+7dYmg45/jo4uXlRS1atKA///yTVq5cSatXrxYna6UjR46obc/XOTlYGUhx0nKWLFkof/78aou3t7fefeNWnpCQEJGDc/bsWZFgzfuriZ9LM6/m6dOnIreoSJEiZCpuPeJj5zyhlMKtZNxKFBQUlGLPCWDPEAgBgMHi4+NFXZx79+6J1pbx48eLEVw8somTerWZNm2aaJW5fPmyaMVZtWqVGCXFI7CUeN2CBQvE7SNGjKBjx46pkoA5eZpbVvh5OFmaW5f27t0rutnu3r2rc185YZoTtbn16Pbt27RkyRLRcqIcUSbFI8v48b/77js6ePCg6I775ptvxOg4Xm8qrq3EgRg/Zkrh14i7A6VdeACgGwIhADAYj7zibiYe9cWjtvbs2SOCDR5C7+LiovU+3EXFLTI8mqls2bKiVWbz5s1qBRhHjRolhplzTgwHLBw4KVtiOC+HR2jlzJmTmjZtKlpvOnXqJFo9uLVFFw60eCQbj2rj+3DVZX7cokWLat1+4cKFoguOgzrOUeIuL95PzS4sY3Xu3Fkcm2b3laXwMXJABwCGQWVpALAqznNZu3atqAPkiDig4iTsPn36iCrclnThwgUR+HHLWlLdhgDwEVqEAAAsHOjNnTtXrfK2pXBxR25RQxAEYDi0CAGAVTl6ixAA2LZU1t4BAJA3fcPPAQAsDV1jAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAQHL1f8G/+mrH+0byAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV.fits\n", + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Total files plotted: 11\n", + "Total files failed: 2\n", + "Failed files: ['ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits', 'ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits']\n" + ] + } + ], + "source": [ + "# NIR Xshooter\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "for filename in os.listdir(path):\n", + "\n", + "\n", + " if filename.endswith(\"fits\") and \"xshooter\" in filename.lower() and \"NIR\" in filename.upper():\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, format=\"wcs1d-fits\", flux_unit=\"erg / (cm2 s Angstrom)\")\n", + "\n", + " # Plot and check\n", + " if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " print(f\"Plotable file name: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " # Try smoothing\n", + " print(\"Trying smooth spectrum\")\n", + " smoothed_spectrum = median_smooth(spectrum, width=101)\n", + " check_spectrum_plottable(smoothed_spectrum, raise_error=True, show_plot=True)\n", + " if(\"2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I.fits\" in filename):\n", + " smoothed_spectrum2 = median_smooth(spectrum, width=51)\n", + " check_spectrum_plottable(smoothed_spectrum2, raise_error=True, show_plot=True)\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Failed file: \n", + "Error reading \n", + "SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits \n", + "ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits \n", + "ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits\n", + " Data shape: (24750,)\n", + " NDIMS: 1\n", + " Using 1D data directly\n", + "BUNIT: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits\n", + " Data shape: (24750,)\n", + " NDIMS: 1\n", + " Using 1D data directly\n", + "BUNIT: erg / (cm2 s Angstrom)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Spectra with 3D data\n", + "files_to_read = [\n", + " \"ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III.fits\",\n", + " \"ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV.fits\"\n", + "]\n", + "\n", + "for filename in files_to_read:\n", + " file_path = os.path.join(path, filename)\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " data = hdul[0].data\n", + " header = hdul[0].header.copy()\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " print(\" Data shape:\", data.shape)\n", + " print(\" NDIMS:\", header['NAXIS'])\n", + "\n", + " # Extract 1D flux\n", + " if data.ndim == 3:\n", + " flux = data[0, 0, :]\n", + " print(\" Extracted flux from 3D data\")\n", + " elif data.ndim == 1:\n", + " flux = data\n", + " print(\" Using 1D data directly\")\n", + " else:\n", + " raise ValueError(f\"Unexpected data dimensionality: {data.ndim}\")\n", + " \n", + " # Create WCS for 1D spectrum\n", + " wcs_1d = WCS(header, naxis=1)\n", + " \n", + " print(f\"BUNIT: {header['BUNIT']}\")\n", + " spec = Spectrum(flux=flux * u.Unit(header['BUNIT']),\n", + " wcs=wcs_1d\n", + " )\n", + " \n", + " # Check specutils func\n", + " check_spectrum_plottable(spec, raise_error=True, show_plot=True)\n", + " print(\"Trying smooth spectrum\")\n", + " smoothed_spec = median_smooth(spec, width=51)\n", + " check_spectrum_plottable(smoothed_spec, \n", + " raise_error=True, \n", + " show_plot=True)\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\n", + "Flux unit: erg / (cm2 s Angstrom)\n", + "Data shape: (24517,)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Smoothing spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "filename = \"SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II.fits\"\n", + "file_path = os.path.join(path, filename)\n", + "\n", + "try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"Reading FITS file: {filename}\")\n", + " \n", + " data = hdul[0].data\n", + " header = hdul[0].header.copy()\n", + " print(\"Flux unit:\", header[\"BUNIT\"])\n", + " print(\"Data shape:\", data.shape) \n", + " # Create 1D WCS \n", + " wcs = WCS(header, naxis=1)\n", + " \n", + " spectrum = Spectrum(\n", + " flux=data * u.Unit(header[\"BUNIT\"]),\n", + " wcs=wcs\n", + " )\n", + " # Matplotlib plot\n", + " plt.figure(figsize=(10, 5))\n", + " plt.plot(spectrum.spectral_axis, spectrum.flux, lw=0.8)\n", + " plt.xlabel(f\"Wavelength ({spectrum.spectral_axis.unit})\")\n", + " plt.ylabel(f\"Flux ({spectrum.flux.unit})\")\n", + " plt.title(filename)\n", + " plt.grid(True)\n", + " plt.show()\n", + " \n", + " # Smooth\n", + " print(\"Smoothing spectrum\")\n", + " smoothed_spec = median_smooth(spectrum, width=101)\n", + " check_spectrum_plottable(smoothed_spec, show_plot=True)\n", + "\n", + "except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/convert_xshooter_VIS_UVB.ipynb b/scripts/spectra_convert/zhang18/convert_xshooter_VIS_UVB.ipynb new file mode 100644 index 000000000..b5270d4f7 --- /dev/null +++ b/scripts/spectra_convert/zhang18/convert_xshooter_VIS_UVB.ipynb @@ -0,0 +1,733 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO - astrodb_utils.publications - logger.parent.name: astrodb_utils, logger.parent.level: 20\n" + ] + } + ], + "source": [ + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import pandas as pd\n", + "import numpy as np\n", + "from specutils import Spectrum1D, Spectrum\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt\n", + "from specutils.manipulation import median_smooth" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook is to convert: \n", + "- 13 Xshooter_VIS Spectra\n", + "- 1 Xshooter_UVB Spectrum" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "path=\"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files\"\n", + "import os\n", + "file_list = os.listdir(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "path=\"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/sty2054_supplemental_files\"\n", + "import os\n", + "file_list = os.listdir(path)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 56705.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I.fits is plottable.\n", + "\n", + "Reading ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV.fits is plottable.\n", + "\n", + "Reading ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III.fits is plottable.\n", + "\n", + "Reading 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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KckDb/gzbYIXbkUdN30xxkWH00tUtxG39m1ehZtUS7X7/w28OEYFHWePzWbB3/TgVqLz99tv0/vvv0+DBgylUsz01u/nmm8Xl8ePH6f/+7//ohx9+oKeeesr9RwsAAOAGR87nyXvx5BeXiEBl8e4Mm8dxsWtUhPW898fmE1Q9KZpOZuWLzznYWLrHnJ25WFhCRZblJC7CLYszQYoZ5qiUadWqVWU/iIhq1qxJb775plOPBQAA8JX9GbnyBNpDlk0Dk2Mj6EKeuqCWC2mVtSbt6ybTz+uOyp9z3Yoy3Ci2LP04083jrJAgz6gYpuuHAxyOLp988klfHwoAAAS4XEt3TpOqCXL2g2ep6NWotKqRJH/Oy0MZiiUi0eWjiElK5IyKGwMVCu69fpxa+pGUlpbSsmXLaMWKFXTkyBHKy8sTtSjt2rWj/v37U+3atct1EOvWraMvvviC2rQxjxkGAADwpNM55qWbNrUqyUs3vASk1/XDxa+xkWEiezL1v8Oq+1cdPKv6vKjEEqg4MRrfWSHIqJTt0qVL9Nprr4lAhItpufsnMzOTwsLCaP/+/TR+/HiqX7++uG/16tUuvQG5ubk0fPhw+uqrryg5ObncbyQAAICzTltqTKomRsnLNHpLKxGWzMjlDVLF5Y4T2ar7Lxbw0o81e1Ji2SmZMzHuEhLkNSpOhXxNmjShrVu3imAiOztb1KzMmDFDFM3+/ffflJ6eTgcOHKCePXvSrbfeKh7nrEcffZSGDBkiMjIAAACeVlpqohNyoBLtcJlGyowoR+Bru4fOXyywGRrnTDEtuHHpZ8GCBdS8eXOHj6lbty6NGTOGRo8eLQIXZ0yfPp02btwoln6cHTCnHDLHQRMAAIArlBNoKydEOQwqpGwLtx7rnpeKS0WdyxLL8tFXKw6Jy2hFp1BFhchFKsGZU3HqlSwrSFHiQXANGzYs83FHjx6lUaNG0bRp0yg6Otqp5544cSIlJSXJH+WtiQEAgOBVZFmekbp6lHNStCItGZXk2Ejd+3mcfu2UWJvbpfZl9xbTBieXQz4uqLV3u7OZFLZhwwbKyMig9u3bU3h4uPjgQt2PPvpIXC8psS1q4oxNVlaW/MHBDgAAgGvnMVLVkThqJZaWhSrZDVRK5U4fpRY17A97c1WIJaUSpAkV5wMVXmbhwW5xcXFUtWpVGjdunCqYOHPmjCiodVa/fv1o27ZttHnzZvmjY8eOorCWr3OhrlZUVJQY2a/8AAAAcEWxJVIJtQQAYU7UqMRH2Vn6KSrV3VXZne3JErQnl+Gll16iLVu20Pfffy86frgLiOtLZs6cSZGRkS7vQ5CQkECtWrVS3cZBUGpqqs3tAAAA7s6oSAGKNqhoWSNR7u6Rsi6xkfolnYUlJboZlTA3FtOGoD3ZOb///ruYdXLjjTfSfffdR+vXrxdZlGuuuUYucHV+HDAAAIBvMypSoKLNqKTERapqWBjPUVGSAhjOqGh3YXb/wLcQcRmkKz/OL/1wUMKdPZK0tDSxEaG0USEPf6uopUuX0gcffFDh5wEAALCn1JL9t2ZU1KfCFfvO2iz9SAGLJC7KnGEpLCmlYsuQNyVHy0muCkFGxTl16tShXbt22SzfcOsyD4S77rrr3PamAAAAeIpUUiJlPbTFtHd1tf5RXiUhSlxqO3ukbiBzRqXUs4EKBXeNitMZlYEDB9I333xjc3t8fDzNnz/f6RZjAAAAZ3H7r7eLaW/pVJva1kqiVjUTqUv9FHFbUkyE6jHt6lSSMyp/bzvplYxKsHJ6r58JEybQiRMndO/jzMrChQtFcS0AAIA7rDl4ju6cvJaeHdSU7uvZwC3PmV9UYlNMKwUskpiIMPrjsR6q26olqf8Yv6p1dZq/47QIpA6cMe++7OmuHwrOhIrzGRXeh6dly5Z27+dgpVevXu46LgAACHLPz9wmMhav/aUuOyiv9xbsoWYvzZM3EpQCFW1IUdb4+zopsfLSD4/Q1+PejEpIMMcpru2eLOGR90uWLBED27QD4CZNmuSuYwMAgCDmzpM9+79/9ovLN/7ercp6aDMqjgbAMW5HjrKMyOeBb3rcuddPiOXSlREgQR2ovPHGGzR27Fhq2rSpGPymbElGezIAALiLp0/MkeHmYEIbU5QVqIivtQwl5YxKh7rJtOHIBc8FWSHmiyCNU1wPVD788EOaMmUKjRw50jNHBAAA4IUTs9RyrP0jO8KJbIiUUeFAJTHGNijBHBX3cTk3FRoaSt27d3fjIQAAANifd+Kp7IyUUQnTBCphTmVUrEs/xToj9J15DmeFBHlGxeVA5amnnqJPPvnEM0cDAABgoTPwtdz0akmkYEO7TFNWRoWDHinIEYGKxyfTBvccFZeXfkaPHk1Dhgyhhg0bUosWLSgiQt1bznv/AAAAGCmjkldYYj+jogkq7NWoVE6IojM5BdSubjJFyYFKCRVhMq2xApUnnnhCdPz06dNHbCCIAloAAHC3LUcz6diFS257vvavLrRbo6LNftjLhnx8Wzua/O8hen5QM3k5ptDe0k+I+/f6CVYuBypTp06lGTNmiKwKAACAJwz9ZKXbnuvYBf296KSNBZUZFb5u7w/wLg1SxQfjzIqjpZ8IS8bFHUKCO05xvUYlJSVFLPsAAAAYyd7TOdTjrX/ol/VHbabR6pE2HFQGKs7Wlkj1LeySzrKSM51DrjIFaTWty6/kyy+/TOPHj3fLbskAAADO+GSJeVibI8/P2CqWi579bat827ZjWdR/0nLdx0dYghJloKLdJdkeZRxSpLP0I9W/uLeYNji5vPTz0Ucf0YEDB8Swt3r16tkU02K/HwAAcLd35u+hmzvWFgWt9mTnF9vcdttXq+0+Xs6oKNZWnB3UppxmqzdG352BCkkj9IM0UnE5UBk2bJhnjgQAAMCBnPwih4HK/oxcm9tyC2yDF232RDnzRKpbcSVQ0W199khGxUTByOVAhZd9AAAAvO2SnVoTCSdDXJm9IgUlxYr2Ymf36FE+jDdOdFTDUlEhGPjm+oaEa9assbmdb1u/fr3b3hgAAAAlvaJVpQEtqrr0gklBSWp8pPW2cmRU9Lg1UKHg3j3Z5Vfy0UcfpaNH1RXV7Pjx4+I+AAAAV53IvETp58xNGnpzSZzJqESFmzcKZKWlJt3aEb2MSvWkaJe7fsoMVDzQnmwK0kjF5Vdy586d1L59e5vb27VrJ+4DAABwBQcmV320gq54Z4moQ9FbSjE/zv6Z+vDZizR7ywn584Nnc8vMwFgHvoXaFNiWpax4xhM1KhSkORWXX8moqCg6ffq0ze0nT56k8HCXS14AACDIZV4qosy8InF92/Es3XH39tqAJb3fXar6/OiFS/TfgbOq27RJEGmZR7nc42xGpayp7M52Dzn3vUhARsVJAwcOpDFjxlBWVpZ8W2ZmJr3wwgs0YMAAt70xAAAQHLIvmYMUxlkQe5kQvQmwjp7z4WkbVbdVTbAu8SgzKsrZKc7OUXF3MOJISJCPpnU5o/Luu++KGpW6deuK/X74o379+nTq1Cl67733PHOUAAAQsJTzT7jVV5lRWfl8X6phqSFxlFHRulhgG+xUSVS3Nkvnf2UWxZXgw0txiixYMyour9XUrFmTtm7dStOmTaMtW7ZQTEwM3X333XTbbbfZDH8DAABwJaPCuxHnFZoDl5qVYsRHk2oJdCIr32FxbJf6KbTm0Hn58xKds3pKnLW7hw27rKZORiXExUyH7fe5oX0t8gRTkNaolKuoJC4ujh544AH3Hw0AAASd7HxFoFJUSuNn71AVpEqtvvaKbJn2FM5dP1rapZ8alWLEZUxkmMtzVLQZFT7Wn+7vQvO2n6KnBjQhdwoJ8hoVVL8CAIBPZV9SL/1sPWaugTx09qIqYHGUUdEGJnr1LPZikKSYiHIt/ShH73Mw1aFuivhwtxDMUQEAAPCdyf8eVC39aEkZFUc1KkWawOSSZflI6VRWPo2/poW4vuLZPrqtxK4sryhnqXiysDbEjRmVzLxCen/hXjpyzhwE+gP370MNAADgAuWgtkuF9vfN0WZUJi3cS9+uPCSuF2nuy9HZoPBkVj7d3b0+HX5zCNVOibU+v6JGpdT5el1Vu7MrtS2+3OtnzMxt9OHifdTrnaW09Vgm+QMEKgAA4FMNKsfJ1xfvtp3TJRW7FioGvu3PyKGPFu+jl//cSb+sO0o7T2arvmbqqsPy9T5NK4vLIa2r637/KEVGZe1ha0FuWULL2S3kqhBrpFJhyoLjaz9eSWdyCijgalS4NZkrnWvVMlc1r127ln788Udq0aIFCmwBAMBlJYplG6k+RXmCljIqymUhHugmeXbGVpvnzC+ypkY+Hd5BBDLt61Qqc05JtUR1wa0jyrZmV4pwfVmjEqqJp/h16ZVgDuSMyuVX9vbbb6clS5aI6zw7hYe8cbDy4osv0iuvvOKJYwQAgABmb5CbFAjERITJHUHO7rUjqZMSK7p6OtRNdjg4bfkzfeiurnXp5wcvd/q41aP3vVGjYnLDc6mPs6z9kPwyUNm+fTt17txZXP/ll1+oVatW9N9//4m5Kt9++60njhEAAAKYvU0IJdER5lNVvmJTQmfDgls713bqcXVSY+mVoa2oVrK1dqUsyuUeZ0fv+1poiGsbPfploFJUVCT2+2GLFi2ia6+9Vlxv1qyZ2O8HAADAFWWNxo+2ZFSUJ9ULeYVOPbey9djd1HsEeb7k0+SG51C2VNvrjjIal1/Zli1b0ueff04rVqyghQsX0qBBg8TtJ06coNTUVE8cIwAABDB7uyK3qpmkGsjGewDtOJFF6w6fp1HTNzv13Mmx6mm07qSqUfHo0k+I29qTtUs/m49muWVJyVCByltvvUVffPEF9e7dW4zNb9u2rbh99uzZ8pIQAABAeYpplV4d2kpcRlval3kPoCEf/Us3fb7K7nPd37O+6vP4KM/NNVXVqHiy64fIfcW0mrP+T2vT6YfVR8T1PzYfp/umrqccxaRgI3D5HeQA5ezZs5SdnU3Jycny7TxSPzbW+bU9AAAIbrtPZYu9fIp0hpeMHdLcJqPy7/6zDp/vnRvb0I4T2Q43IvTY0o8Luy77spg2TKeg+K15e+jOrvXkLNUnSw7Q84ObkVGUK9QMCwtTBSmsXr167jomAAAIcLx8w5kR7sqpFGtbRxJlqUtRdv04cnWb6nRTx9o0f+p61e1xkZ7MqHhpjgqRG9uTbY9TOw34wkXn6n+8BQPfAADA6xbtMg92Sz+fp1ujEqXMUDgRA/xvYFNx2bCKdXicdmdkdzt45qJ3JtOGSCkVdzyXzm1O91D5BgIVAADwOuUmgsWWpZ8rmlTW3X8ntoyMyvqx/al+WpxtgOPhTIfyeMM8OfAtxH0j9PVeD+2u1O74Pu6EQAUAALxOOTlWajvu2ShNNxPSub79HYlHdqtHafHWOhRe/lHyZKZD+dwR3lj6MVX8uZwZlGe0JiAEKgAA4HW85CO5WGAOVKpXitbNqPDSx9oX++k+T5OqCarPebPBySM6eiWjogymPNmeTE5O4XVGqdGiECeUq8po3bp1Yox+RkYGlWqqtSdNmuSuYwMAgAC1bO8Z+XpugXnoWGK0tahWG19USdDfg0cvDlFmWDxZo6IMppwp+K0ok8lzreBKTjzE2IHKG2+8QWPHjqWmTZtS1apVVcNjHO2jAAAAoByLLy3/SPvNxEeHO9yDhruDMvOKylzKUGZRPJlRUQYnUZZZL57t+jFV+Ln0noH3QVJaffAc+XWg8uGHH9KUKVNo5MiRnjkiAAAIeLWTY2lfRq7qtjhFK7HeHjSzHulOfd5dqrotVCcQaVw1nqonRYuptJ4cxCbNd9FmVzw3R4UqTuc5IjVZp+OZ1p2pjcDlVzY0NJS6d+/umaMBAICgUKJz1lXWeTSvnmhzP3f2vHhVc5vbtDi7sWR0b5r9WHePZvq9FqiQZYS+G54rOS7SqffCSFx+ZZ966in65JNPPHM0AAAQdO3JEs5+rHi2D01/4HLdQEU7nOyxPo1sli2UGxl6clqstm3aXzIqsYrgSsITb42834/LSz+jR4+mIUOGUMOGDalFixYUEaGeKDhz5kx3Hh8AAAQgvYJNDix4pD537tjTrJo1gLmrW13ypTjFPkLa5RN3CpGvmTxSTMs3lbWDtV8FKk888YTo+OnTp4/YLRkFtAAA4I4Tpt4+NDaPUSwPKbuEfKF30yry9bxCc+eS0TMqxTqvO99mbwdrvwxUpk6dSjNmzBBZFQAAAHfN85Am1DrCGRdJlAeXW5xROcHaBp2TX+wXNSqlOoFKSWkpZRtsx+QKBSopKSli2QcAAMCdgUpCVNkZEh7w9t5NbalaUrShMvqeDFTIjbsn62ZUSkyUfcm4gYrL4ejLL79M48ePp7w861TB8vrss8+oTZs2lJiYKD66du1Kc+fOrfDzAgCAsUnby3SuZx2Pn6Szi7KeGzrUou6KcftG4Mn9cUI8vOTGt2kDmMy8Qv/NqHz00Ud04MABMeytXr16NsW0GzdudPq5atWqRW+++SY1btxYRIq8rDR06FDatGkTtWzZ0tVDAwAAP8uovHZdK2pYOd7g+/fa9+qwVvTl8gP0zJXNPP69TB4MVL5bdVh126ajmdRHUYPjV4HKsGHD3PbNr7nmGtXnr7/+usiyrF69GoEKAEAAk06YPFnWk9NjPe3Oy+uKD08KsSxxeWqE/rmLhfTT2qMub15o2ECFl308oaSkhH799Ve6ePGiWAICAIDAz6j4cYziNSFuzKjoFSzrdSyF+PumhGzDhg20a9cucZ2Xadq1a1eu59m2bZsITPLz8yk+Pp5mzZol5rPoKSgoEB+S7Ozsch49AAD4ktR94s/ZFG8JcWMxrd64FL0CW5M/Byq8Y/Ktt95KS5cupUqVKonbMjMzxVyV6dOnU+XKlV16Pt7ccPPmzZSVlUW//fYbjRgxgpYtW6YbrEycOJEmTJjg6iEDAIDBSGPbjbTEYFQhbnyJ9DIqevGPkSbVutz18/jjj1NOTg7t2LGDzp8/Lz62b98ushs8DM5VkZGR1KhRI+rQoYMIRNq2bSs2PtQzZswYEdBIH0ePqtfUAADAP0h/xCOj4sIcFVPFX/cSJwe7+XVGZd68ebRo0SJq3ty6MRRnP3j/n4EDB1b4gEpLS1XLO0pRUVHiAwAA/Bf/tV5YbP7LHhkVF5Z+yA0j9BXRTnREKOUXlRo+UgktTyChbUlmfBvf5wrOkCxfvpwOHz4salX4c15SGj58uKuHBQAAfuLX9cfk6xGKkfjgmMnNXT9v3dDG/vcyUKTicqDSt29fGjVqFJ04cUK+7fjx42JX5X79+rlc73LXXXeJOhX+2nXr1tH8+fNpwIABrh4WAAD4iWlrjsjXE2N8u1+PPwgpZ3vyy7N30LBPVqp2nJYKZxc9fQV1qZ9q92sNVKLi+tLPxx9/TNdee60Y9la7dm1xG9eKtGrVin744QeXnmvy5MmufnsAAPBz2Ypx8xEe3HU4UISU8+u+/c88xG3Rzgwa0qa6KqMSFhrqsD7ISLVDLgcqHJzw9FmuU9m9e7e4jetV+vfv74njAwCAAJMWH0mHzl6kXk1c6xINdqZyLsco61KkQCU8NER8OLPhol8FKkVFRRQTEyPaiXl5Bks0AADgbAHtS39spyoJ0ZRXaF6KuLt7Pbx4Ls1RoXJRxiPS0k9oaAjFRoXZPLZeaiwdPpdH53L9dK8fLpitU6eOmCILAADgrBHfrKPle8+I642qxBtuecEv2pOpYl+vzahEhYdRWnwUnc21dtomWWqGpK4sI3B5cfDFF1+kF154QcxPAQAAcIYUpLBTWfniEoGKiwPfTM7/rikHtknxIN9mrVEx35gaF6n6Os60KLc48Nti2v3791ONGjWobt26FBcXV+7dkwEAIDgkRIdTjqWINrfAfBmGqbROCSlHjUqRYrCb1DWknJQvvfbhmvZw6Xa/DlSGDh0q/9AAAADOSImLlAMV+QSEGSoeq1HJV7QkS0WzyvH5YZbXXltQKw3ge+iHjXR9u5o06ZbLyO8ClZdfftkzRwIAAAErv8i2thFTaZ0VIv7rSo4j+1KRfD0i3FzloZzJKgUo4Zr28PTzefL1mZuO0yN9GlKjKgnkVzUqDRo0oHPnztnczhsT8n0AAABaeqPaw0MxQ8VTuyeXKNZ5MvMKbTMqlkBFWyd0KttcPyQ5duES+ZrLvyU87l6v64f35zl2zDoWGQAAQHLJ0pKsOgEhTnFKiOXSlYyKMlAZNX0zZV0qUt0m1aKUtYXBd6usU4QNv/Qze/Zs+TqPuU9KSpI/58Bl8eLFVL9+ffcfIQAA+LWsvCIqLEFGpbxCylEXqgxK2Kb0C9S6ZpJORsVxtPjP7gzym0Bl2LBh8gs2YsQIm/kqPFL/vffec/8RAgCAX9t/JtduJxA4z2Qq3zRaqYtH2ZosBT+OptOy+mnqzl5fcPq3RNoZmbMmvHlgWlqaJ48LAAACxNZjmeKyZqUYOp5prXnAhoTeWfphHLdIU2mVbeFlBSp9m1UhX3N5hfDQoUM2QQoX0gIAAOg5nW2efNqyRiJNGdlRvj0u0naEOzga+GZy+uVRdviwI+fybIa9OdMirg14/CJQeeutt+jnn3+WP7/pppsoJSWFatasSVu2bHH38QEAQIBkVNISoqhvs6o06ea29ON9XTCTy9WuH3KessOHvTJnp2p8vrOdV9rn8YtA5fPPPxc7KLOFCxeKXZTnzZtHgwcPpmeeecYTxwgAAH7svwPmkRYFlhbl69vXom6NUD7g8l4/Judfc73JssoNCSXKoOWJvo2oQeU4/8+onDp1Sg5U5syZQzfffDMNHDiQnn32WVG7AgAAFcOtpK7MzPAX83ec8vUh+KcQ10foa5usuONHCl7C7Sz99G1e1WYIn3IUv98EKsnJyXT06FFxnTMp/fv3t252hF2VAQAq5PpPV1LbCQto9K9bA+6VfHZQU18fgl8KsVy6Ertql2zqpsZScYltjYqyPZlv1tbWFuu0lRs+ULn++uvp9ttvpwEDBogJtbzkwzZt2kSNGjXyxDECAASNjenmeo4ZG48F3KC3AS2q+vRY/FWIJcvhSqBSUKwOMIpKSnWLaU8ourA4m6LNqEjLRX4VqLz//vv02GOPUYsWLUSNSnx8vLj95MmT9Mgjj3jiGAEAgkKpAU4Krjh4JpfWHLTdUsXe3jFVE6K9cFSBJ6QcX3PG0mkl4WyKNFtFGai0rWUdAsdBina4nJSF8SWXp+3wcLfRo0fb3P7UU0+565gAAILSecueLCzR4MPQ+K/zvu8tE9cXPd2LGlUx/9GqlZNv3hyvXmqsqogTXGdy4bGRlo0IJRvTL1CJZTko3N7ST6jO0o8Bun5c/pegHKWvxFFYdHS0WP7BKH0AANe9v3CvfD07v5gKi0ttTjhGcVyxWd3RC3m0Yt8ZWrHvLH12R3uKCrfOR5EGvCVER/jkOANBeTYlLChW7610Ia9Izo4oA0bl5snmjAoZbunH5UCFR+lzUKJ9waTb+LJHjx70+++/i8JbAABwzrQ16arPj5y7SI2rJhjy5csrKpavc9vxhD93iuszNx6n2zrXke/LzDNnVPKLbDclBNfak12hrVFh0tJPuMNiWuMt/bgcqnNdSqdOncRlVlaW+ODrXbp0Ee3Ky5cvF0W2estDAADgvIwcdZ2BUYtkLymCljzNLslbj2WJy5rJMV48ukDNqJDTOBunZS2mtZ76lUFLiE6NChfh+l1GZdSoUfTll19St27d5Nv69esnln0eeOAB2rFjB33wwQd0zz33uPtYAQAC1tlc26DkgqJmxWguKTIkyuBky1H1lirS7I6UuEgvHl1gCQmxP8TNHmm36h6N0ujf/WfF9XWHztsu9ygCFW02xW8Hvh04cIASExNtbufbDh48KK43btyYzp41vzAAAFA2ZXdMP8tGcDn51kyF0Sj/Ys8rsAYqs7ecUD1OqlHhEyaUT6jUnuzC10hLNmnx1gDxo3/2O8yo6NU6azNkfhGodOjQQYzKP3PmjHwbX+fJtLwkxPbt2ydPrwUAgLKdyzVnT9rWrkRREaF20/dGoaxdOKOTDWIZOfm01vJXfHIsMioVDVRKXcioSIPa9IqY1TUq6oyKNlbZeTKb/C5QmTx5sthBuVatWqLDhz/4+uHDh+nrr78Wj8nNzaWxY8d64ngBAALS/d+tl5dOpK4ZIwcqytoF5dAw5Umw8+uL5eux2Cm53ELLUaNSZFmyiVCu81iEhegHKjorP9TYTtu5oWtUmjZtSjt37qQFCxbQ3r175dt4Um2oJZ3EnUEAAFA+kZaTi7bF1EikE6FyeUc62XEHqPakivbk8gupQEYlQrGXjyTMUUYlRL9TyJfKNVGIA5JBgwaJDwAAcJ9fHuxKc7aeMHxGRbkHjHKmCm9ix3UNymJb1rSaMdus/UGog2La09n59PLsHTS8S13q0dhaB/TLevMWDNmWgXtKyo0IlW3jCdHh9HCvhvTA9xvk2wwQp5QvUFm8eLH4yMjIoFLN1LopU6a469gAAIKCstW3efUEWrBDyqj4x9IP7/asxJ9L81PYhGtbqv5yh3LWqJTa3vfJkv00d/spWrrnDO16dZDNe/LTWvMmwkrK94Jn4Ejio8JpYMtqhuv6cTlQmTBhAr3yyivUsWNHql69uk3PNQAAuEZqQ+Y0PZ8sIizTaDk7YVTKY9MGVByknLtoLbC9vn1Nrx5bMBXT7j2dIy6VGSxlqzvHJNpYQ1mjoty2Qe987spyk2EClc8//5y+/fZbuvPOOz1zRAAAQYTrULq9+Y/cGcMniwjLX7xG2GdFiWtPnp+xTezro1w+0OK/5nefNJ9AuzZIRX2KB+eoxEfZnsZXHbBuFDllZCca+c06uxmVSjGOtzYwQJzietdPYWGhatgbAACUX8tx8+Xr5y6a/7oNDzNmRoX38vl5/VF6/e9dDpelthzLpINnc8X1PIzOr7AwS2ChtwrDSz5ayuWazvVTbIbtKYPMspbkjLD043Kgct9999GPP/7omaMBAAgyyk3falaKUZ1IlAWrRhvp/6dmsJvSm3N3y8sVdVJivXJsQTHwzWRy+Psj3R8dYd0UMjo8jCaP6Kj7fOzmTrWpbmosjexWT/d7++XST35+vhihv2jRImrTpg1FRKjTRpMmTXLn8QEAGB4HFFwjUNEW3O/v7SwuIyyjHoywc629k9aOE/YHgTWrlkC5Beapum1rJXnl2IKj64fKzH5wkKsc0sYj8sMVk2i1s24SoyNo6ejedutN/TJQ2bp1K1122WXi+vbt2z1xTAAAfuW2r1bTusMX6Lt7OtMVTSqX6znevrEN1U2NU2VUjLAhnFJGdr5Tj+Mdn4+cy5NbXsE7c1SKSjhQIfpo8T7V7dp6IuUIfeXz6zFCrOzyb9CSJUs8cyQAAH6KgxR215S1dPjNIeVqS+7fvKp8XapRUY6pN4LYSOdOGYXFJbTZsjlhpKWDCcovNMS5ehHeiDCGrMs+iZYgUZlBYTrDau0yQkbFLb9BvC42d+5cuvHGG93xdAAAQeGL5Qfk68mx1mWjcIN2/ZR1oryxQy1xKS37GH1onf/VqJCKtmZFysANbGEOep+5sqluwawr83n8sphWiff8eemll6hOnTp03XXXifoVAIBgolfg6CzlSVyZfpcCFaN1/fBf7I6kWrpLTmVZzwV9m1kzReDeOSolmiBCmjIrPU7a50dbo6LM5JXFAAkV1wOVgoICmjZtGvXt21fs8fPGG2/Q008/LabUzpkzxzNHCQBgUBWZHptomWHRpKp64zfpBGO0jEpZ2RGpDfasZSdoVjkhyuPHFehCLWdqbaCi/d176ufNqgBXWkLU1qhwl09AZlQ2bNhAjzzyCFWrVo0++OADsfHg0aNHxb4/V155JSUmJnr2SAEADGjPKfNgM0mpC/9j3348S1w2r67+/6e1mNb3JwlXMirSfj7S+Hap3RrclVEhFd5TSUnac0kKcKUNCW1rVEL9qkbF6WLaLl260OOPP06rV68WmRQAACAa+slK1ctwsbDY6Tbl7HxzLUePRmnq/zFL7ckG6/opcpBRua5dTZtaCL2pqeC+OSqFmt+PPs2qqDMqlt8j7fuiDVwcMUCc4nyg0q9fP5o8ebJY4uHx+ZxFwT4/AABqXEjqbKDy774z8uh8JekvYaPNUXHULs0nTe0EVO0OyuDeOSoFmtdXmlIrBbhSZk5bo+LKBpElBohUnM7/zJ8/n3bs2CGyKQ8//LDYkHDUqFHiPgQsABCstMsbOZYsSVl44zjpxNOypnbpJ9Tvln5G9WtMUTzEQ+FEpnkpAiomxJJR0daLaGtUqidFqwJceeknrPwZFSMs/bhUTFu7dm0aN26c6Pb5/vvv6cyZMxQeHk5Dhw6lF154gTZu3Oi5IwUAMCDtSUBbN2DPewv2yNerJ6mDHXlTQgMt/fCyA++KrNSpXrKq40c6MUq6Nkz12vEFslDFy6pc/tEGKlL2o6ylnzAHG0pq8VNWpLPNp+3JAwYMEHv+nDhxQtSu8ByVTp06uffoAAAMTprAKsnJV5/M7dEukyjJA98MtPRz8xeraO72U+J6pdgIeuO61jTx+tby/by/jNStJOlUL8XrxxmIQhWt68pfCe1SnFTIbbv0U/6MivZ7+uXAt+TkZBGobNq0idatU28lDQAQbNLPqwMXe2IsG8cNaV3d5j4jjtCXpu+ye7vXp9u71FEt+0eFh9pkl6SfEdwZqJjsFjdLGZV9Geadq6XAMawCXT/a7+kLTh1tenq6U0/Wvn17cXn8+PGKHRUAgJ/6bcMxpx4nzRrRm2khb0posBoVSYPK5rkvDdLiqE/TymIiLWeBIjUZlehIBCruEBqqHzQUaAJZ6VMpWycFOBxQKrMorgbAvp6l4lSgwks6Dz74oMOMSVZWFn311VfUqlUrmjFjhjuPEQDA5/7aepIGfbCcdpzIoo3pF+jrFQdp2zHzHBSlTenmPW6cKaZlqfG2A9GkzITRBr5JpFoUPgF+c3dnevemtuLzOE07MjIq7s+omBQxw0XFVgV6Sz+8RCdRZlWW7zV3BznL1/W0TrUn79y5k15//XVRlxIdHU0dOnSgGjVqiOsXLlwQ93NHEGdU3n77bbrqqqs8f+QAAF7CI8cf/dHcLDDko3/d8pxSoJIWH2k3EPBV18/5i4UiyIixkxGJsLPRIC818PlQ+gMcgYr7A5USRXbjsR83qR7HgS3vcC3N51FmuDijYv6NI2pWzbUBrb5uUXYqo5KamkqTJk2ikydP0scff0yNGzems2fP0r595q2khw8fLibXrlq1yqUgZeLEiSJbk5CQQFWqVBHTbvfssVbCAwAYwTUfOw5OqiVG0wDLRnCuBAMsNS7K6b1dvCEzr5Dav7qQOry20O60XWlpSo/yobFRWPpxhxBFiYmj3wl+7Tu/sVj+XFkzpMyouLJ7clnf0xtcGhsYExMjdkh21y7Jy5Yto0cffVQEK8XFxaLFeeDAgSJDExcX55bvAQBQUfstxYn2JMdF0v8GNqGFO0+r0u2OSK2lMZEOzho+OD9stSxnKdusz1iyPxJnazHrpDi/pwy41vVTUFyiCpRPZefb1JIou7CU110tpjWV+nnXT0XMmzePRo4cSS1btqS2bdvSt99+Kwp3OTsDAOAvUuIiKNoy7MzRmHm9Df60Lb1M6qYx+fikKHnwe/X/k0PIfnvrs4OsW6zUT8UfnO55T0gmzTTJyLYGj5NuMdcIOQpUzlkyeOXZKNIvln68hQtyWUoKeu8BwBjmWWaHOMIj8HmOCMt3MlCROi8ideo9pPOSLwZt6cQptPmotUC4Vc1Ealenkt2vv75dLXFZNTGKQl2c1wHOZ1TWHzkvv84JURG6SzTaAXySq9vYtsQHzNKPJ5WWltKTTz5J3bt3F51DegoKCsSHJDs724tHCADB6KEfys7wcrDBc0Skv2q560Ia2lbW0o+2pZdJ5yVfnB6UgQr/LNoZHH8+1sPhtinVkqJpxbN9KNHJ/Y7Atfek1BI0SB3G+UWl8nukHRCol61zdLs9ruwIHtAZFa5V2b59O02fPt1h8W1SUpL8wSP9AQB84f9uaydf794wjaIiQp3aE0ebUdFd+rHkVHzxh6xyvx69TQWd2dutdkosJTlZqwNlCwkJUWxMaFIFDx3rJsuBijagsDeB1pVNCc3fk/wjUOE9fjxVO/LYY4/RnDlzaMmSJVSrljltqGfMmDFieUj6OHr0qEeOBwCCV35RCa09dF4EEsqCRbbzlSvFRNbpD1yuSsenJUSpMiNS/Yk9/Lz8l7De7BF1RsXk9Z995kbrwLo7vl5DWxTLPuA7oVInmOVXS8qe8PKa9KunrSWxF1S6Hqj4ydLPsWPHaPDgwRQZGUnXXHMNXXvttdSvXz/xeXnx+iuP3581axYtXbqU6tev7/DxUVFR4gMAwFOavTRPXD54RQNqUcM6b+LatjUoNjJc7HHDjipG5fMsFF7q4b9g+QSi3SxOS9rcj88XyQ4yD948P3Bwxvv5aGtTXv97l/cOAsoIVEyKpR/Lfj6hnG3R313ZnlgXtzbw9WRapwOVKVOmiDqSlStX0p9//inqSXiuCg+B492Tr776apeLYHm5hzc2/OOPP8QslVOnzEVrvKzDrdAAAN7OKEi+WH7Q4SaCvLxxf8/6IjPSskaSXKtSXFhCBZZsiT1Zl8yBSlJMhO5fvb6oUdEGKcoABnwvRLP0IwUPnB2RMiTOBhRlFTk3rZpAe07nGGYyrUs1KqGhodSzZ08xfZYHs61Zs4a6dOlCX3zxhZhUe8UVV9C7777r9F4/n332mVjC6d27N1WvXl3++Pnnn8v78wAAlNuZHPW8EKVbOtnWxL04pAW9Osxa/C8V1L6/aK+YqWKPtMNygp2CUzl48dIJwtEJztVWVvCMUKll3aRe+uEgxd27bX91V0d6/5a2ckeaX7cnN2/enJ599lmRZeF6kREjRtCKFSvop59+cnrpR++DZ6sAAHjbuD+2272vefWyx45fsCzpzNp0nO7/bj0t2KHf2ixlXKIVBbi67cleilSyLRmesoKYeU/29MrxgK1QBxmVeEudk7I26pWhLVVf37a2uaW8WbWEMl/eOqmxdF27WhRtCVT8pkalLJUrV6Z7771XfAAA+KMle/Q3a+Mi2vJ4wDIojcfrjx7YlK78YDkNu6wGDW1X0+4MFSYnVLx0ftDr7pFIG9yxBmnmXZPB+0LlbRVIleUICwmhhKhw8Tuj/H25ob26MeWrOzvQtDXpdFvnOs5/TzvdREE7RwUAwJccDVfjItqK4GUgaSno980nqFGVeLszVMqa/OoJjop/lecoewPEwAc1KiUmeT8fDii43kkq0lYuQ0qqJEbTUwOauPQ9OQgyf0/yKcPMUQEA8IWsvCL6ZMl+2phe8TZc7V+x9mw4csG5jAp5zo9r0mn8H9tFgKZtw1aSlhg4qHJmhgp4RpgmuyG3J1veE2WQwsoaOOgM6f0OmKUfAAB/k51fRG1fWWBz+19P9KAhHzneMVnPVa2r0QzFHBJ7pE6aSMVwNW+P0H9h1jZxeWXLahSrM8tFuyyEbIqxln4KLFkwaesGz3xP8+XFgmKPfQ+njsOn3x0AwIdenr1D93ap3Zi9d5N5wzdnOHvSuGjZmVibnpd5MKOSkZ2vqjvhVuk8J05E9rI/4B0hmuyGo72i3CXD0gV3Iiuf/CqjMnv2bLsvYnR0NDVq1KjMwW0AAEZQq5L9eU27Xx0kBp51ruf8fKgWOp1B17WrKbqA9Nhd+vHQCH3+eYZ9spJ6N60s33Y+r5BiIm0DrLFDmtNrf+0q9/4w4NmunyJpCwYPbvxYNzWWjpzLszuK37CByrBhw0RQok1JSrfxZY8ePej333+n5ORkdx4rAIBbffTPfpvbbuxQS86OXN4g1aXnU47D79esCvVtXoXyCkrsBipR9oppPXRemPrfYXG5VNHdxEsJxZbCTKXEGPWMFwQqxpqjUmR5z6T3ZcK1LWm8nQxheVVPihaBiq8n07ocIi9cuJA6deokLqU9d/g6D37j/XqWL19O586do9GjR3vmiAEAPEg7f8IVnCFZ92J/8TF5ZCca3qUuXcgrdPj4srizTkUv/uHizM+XHbC5nbtIlOwuU4FvMyrh5vdlSJvq8mOvaVvDTd/TT4tpR40aRV9++SV169ZNvo33/OFlnwceeIB27NhBH3zwAd1zzz3uPlYAAI+LqWBxonaS6/mL1kBlSOvq9Ne2k04s/VjxOcJtGRad57H3VzjP5lBCRsUYNSolpepARVqWSYuPoq/v6kh5RSU0qGU1t3Ya+XqEvsuByoEDBygx0XYdlm87eNC8N0bjxo3p7Nmz7jlCAAAP61w/hV4b1ooSonlwlnvXXWolW+tgHurVUB2o2F36sR6DO88RMzc6t72JFEQph4hFhKM12RDtySaTagqtMtPVv0VVt35Po7Qnu5zL69ChAz3zzDN05ox1jZOv8yh9XhJi+/bto9q1bffFAAAwCuW6e89GadSkagJVT3L/ZqgjutUTBbnjr2lBqfHqjQ2jyhihr7f0892qw/TMr1vkv6g9RTvp1F5QBd4Rbhm2J9WmSC3unsx0SctNvq5RcTmj8vXXX4uC2lq1asnBCO/z06BBA7ELMsvNzaWxY8e6/2gBADywU/JdXet57HXljQd/eairzTIQiwyzM0dFEaloTxHj/jAv1bSokUh3d/dch6X2BIilH9+KCLVsPGgJVOqnxdG5i4UOtz9wdwGv3wQqzZo1o507d9KCBQto79694ramTZvSgAEDxO7KjAMZAAAjW7TLurtxYox3Zl9qNyEsqz3ZkQl/7vRYoNKrSWVqpZglwzBHxRgZleLSUtXAt3qpcR77nn5ZTFtUVEQxMTG0efNmGjRokPgAAPBHT/68Wb7urdHwUZpJtHZP/sqMikk/C+TM5NnFu07T7Md6UNXEaNWQt7JMGdlJ3pBOe9IC3wi3vB9SRkXa9sCT3Vjy0o8/1ahERERQnTp1qKTEc6kmAABP4zV3X/y/VyqIlJS11w8zKRZ/TmerJ4TuOJHlcC+f09kF9NsG80j/QhcCFb35Xj7O/ge9cMtSnDajYq/OyRNj+33F5Z/wxRdfpBdeeIHOnzcX8gAA+BseGy/x5R42UU62J5svTdTrnaWqx63YV3Z3ZYElCyN1iTgDmw8aOKNSasmoFEldPx7c6yfU83tOOcPlhdmPP/6Y9u/fTzVq1KC6detSXJx6fWzjxo3uPD4AALeT/iplV7dxz3AstwYqOsssekHJ1ysOipZnLWmHXSZdUwYqPB7/+va1qP2rC8XnI7vVo9opsfTqnJ12jxULPwapUSnx5tKPesdmvxqhDwDgz/Zn5MrXG6R5rhixLHbnqCiuS3/M7jmVY/M4e22jOfnWTQaX7T1DTw9oothtN5Tu69lAdfIZ3qUO1UqOFYEPd5NIfryvC93+9RrzsWIyrU+FS10/UkZFnqPiyd2TLUPm/K3rZ/z48Z45EgAAL9mUnilfv/+KBj573bVj6h3VqHDAIXn5mhb08p87qWtD/b2IMi9Z26C3Hsui71cfoW4N01QnNi6WvbljLTp/sYgaVYkXWZxlz/RRbUDXrVEa3dejvuiQGuHBFm4oW4ScUSkVSzFSYbW2k8ydpF8FXy/9lOsnzMzMFPNUxowZI9eq8JLP8ePOTz0EAPCV45mXxOVltSuJzQe96VrFPixNqiWU2Z4snSP+3W9e+nnmyqby/i56mwlqa3Ck2SvS0o8yM/L2jW3p6xEd5aUmvk/b7TP26ha09Jk+1KOxOdAB32ZUiko5SCmVC1yVG2EGanuyy4HK1q1bqUmTJvTWW2/Ru+++K4IWNnPmTBG4AAAYHXfE6A1g84bXrmslX0+JVU+qdWbgGy/NyMO/7Cz97D1tXdqS7D9jvg0TZv1TmCWjUlJSSrkFxW7bm8oRKWj18BDkso/D1S94+umnaeTIkWJMPm9EKLnqqqvEzskAAEaWnW/NNtSs5P6R+WVJjI6g/57vK3ZY1mYv9HDaXSqcZF3qp8htzvYClfTzeTa37TttrnE5m1tQgaMHX4lQvOcXLYFKXGSYU79D7tqx2W8ClXXr1tGDDz5oc3vNmjXp1KlT7jouAACP2Hjkgnz97Rvb+ORVrlEpxmaXZUcZlc2KmpqUuEhFB4j+n7oZlnkrbWtXkm/7v3/2i8trFEtP4H9zVIpKTHJGxZPLPuoR+n4WqERFRVF2drbN7TxOv3Llyu46LgAAj3jj713ydW7JNTo+R0ycu1v+nOtJtB0g2k6g6euO2tTDSPivcPA/4fIyTCmdsNRYeZp192Tyr0Dl2muvpVdeeUWM05d+kPT0dHruuefohhtu8MQxAgC4jV79htFo9/pRtgwzaelHrz35p7Xm+hvpL+HujdSdQVFeLh4G9wi3ZNG4LVkKIDI1RdPuJnXP+3r3ZJcDlffee0/sjlylShW6dOkS9erVixo1akQJCQn0+uuve+YoAQBcVGQpOlyyO4PqPf8X9Xtvqeh8qZpoXnJ5ol9jw76mqnlvJqL2dSqpamqs+77YLv2M/X27fL16UgyNHdJCdT+Kaf1ThCVq2H0qR/xus7a11BtHBurSj8sLXElJSbRw4UJauXIlbdmyRQQt7du3p/79+3vmCAEAXDRz4zF6+pctqtsOnLlITcbOpTa1ksQeONWTrM0ARqOOU0yUV2gupu3SIEWzk67tCaRrg1RadfCcuD6kTXU6qims9eQkU/Cc7EvmuhT+vZUCFSl4CfS9fspdidO9e3fxAQDgK/yX3uwtJ6hptQRqVi1Rvk0bpCjxADSpoNWolCP0+Y/Zi5ZAJdZSXyLXqOjMUZE6NP7vtnbiMiFa/b95TJj1T3VTY+ViWv5QFth6Sog/7Z48ffp0p5/w6NGjItsCAOBpPK111PTNNOiDFfJt7y/a59TXerCrs8KUx8aBx6VCqR3VHHRY25Ntl34uWh4bb+kIkS4lfZtV8dhxg+eEKzq9pIxKpIc31NTWShk6UPnss8+oefPm9Pbbb9OuXdaKeUlWVhb9/fffdPvtt4tloHPnzGlHAABP2nnStgPxo8XOBSo83dPIGRXlrBQpoxJjyahI49T1ihxzLfv8xFsyKdq/uhtX1Z+GC8YWoej0KvbS0o9ROPVTLlu2TEyi5dqUVq1aUWJiIjVu3Jhat25NtWrVotTUVLrnnnuoTp06tH37dtEZBADgaXq7ug69zLYlNzk2Ql42kSj3tDEiZaByyRKoxGkyKtISgFJugfqxEFgZlaKSUiq0vO/eClRM/lKjwsEHf5w9e5b+/fdfOnLkiOj6SUtLo3bt2omPUEvEBwDgDe8u2Ctf55M5Zxyk8IO7eqTsyoW8ImpXp5JqM8KeBt+7hieR8oB//utZmkRqzahIf13bZoXOXyywqU3hPY02H80UuyiDfwqX3nNRo1KqCl680n3mQy6H3ByYDBs2zDNHAwBQTusOn6crmlSmHMvSh7arJyHaulPxiK51PV6IWFHm4ysRWZNLlp1y46I0gYomo8IBjZRk4lH9kmn3daFT2fnUsHK8934A8NAI/VIqkjaYNPjvsLsEx08JAAFHyjIo2255H5/FuzPkjMJjfRqJ678+1FUs/0hi/GBZRKpD4ROTnFGJCFfdV6iZo6IcAJak+Hl51DqCFP8WbglKeNmHd1D26tKPzdaY3mX8f60AADq2HTe3GSt3B/5jywn586SYCBp9ZVP638Amojj15dk75PuqONhnx3A1KiXWOSrajAoPsFMqsGRetC3J4P8idLp+PL70Q8aA32YA8Ps9e9iLs7aL4ESSFh+lmklSLzWOdpwwdwnVTDbuDBWJcj8fKVCRCoKloW18wuK5MdLPKHUyRWNMfsAJV8zO8frSj7/t9QMAYATSyVupWTVr622jKup6jJHd68nXY/zgRK78C1r6WaWln6hw8/HzCoByOm1BsflxmD4bwF0/paXye+7ppR+jFNO6/FPm55u3D9dz8uTJih4PAIBTpNHwL1zVTL5NOmXzVFbt/8QrKbIt/pBxULYg51uWdKSuH+V0WeXyDzIqgStCDlxNcm2Sp5d+jMLlQIUHum3evNnm9hkzZlCbNm3cdVwAAA5Vs3T1VEuyLuOsPXTebo1G7RTzCHJl5sHIpECLh7pJgUp0RKjjQAUZlYBf+iniGhXLe+69Ylrfcvmn7N27N11++eViABy7ePEijRw5ku6880564YUXPHGMAAA2pOWQRjott8pWZGUWhWencO1KuzrJhn9Fpb+WOUiRUv3RliUfzrZIA+sKFIFKAWpUAlaEPDvHJP8+eLpGRbnnlF8V03766ac0ZMgQuu+++2jOnDliuSc+Pp7Wrl0rptYCAHhDnqVllzthEqLCKUfRrpxop+tl6t2dxRq/VONhZGGWv6BP5+TrLllxVqW4sESVUZEyRVLmBQJHhKJmSVr6kW4LdOX6bR48eDBdf/31YvPB9PR0kV1BkAIA3rI/I9e6/01EGN3UsbbqfqmWQys0NMQvghTlgC/uZpIoi2Sl68plrINnLlru84+fEVyfo1Kk6Prx1tBC7izzJZd/ygMHDlDXrl1FNmX+/Pn07LPPitH6fFlUZB02BADgKfd/t16+nhgTQVUT1XNRqivqVvyVXqEkB1oSqU5FufQj7ZR8IvOSV44RvCdCMeTPunuyh5d+yBhc/ikvu+wyql+/Pm3ZsoUGDBhAr732Gi1ZsoRmzpxJnTt39sxRAgAoSEvn3I7MyyHXta8p31ctMVrumPFnZRVKSlmTDMXSkLT81bGe8WtwwDXxliCUpxTL7cnh/v977pFAhWtUpk+fTpUqVZJv69atG23atEl0BAEAeMuEa1uKyyoJ0fT84GZi48Elo3sHxBtQVrCVbmnPVtao5OSbs9rxUbbFxODfEiwF4lxELu2mLXUCBfruyS7/lNzdoychIYEmT57sjmMCALDr8NmLci0G72EjeahXQ5r1SHe79Sn+RnsS+vyODqrPpd2flYPvsi+ZMyrKCb0QWBkVdia3wDvtyQZJ2Ljc9fPdd985bGWyF8gAALhD73eX2sxSCUTajg7lporKcfpSUTEXPM7YeEy1JxAEjkhFIfWZHHOgEhkkSz8uByqjRo1Sfc4FtHl5eRQZGUmxsbEIVADAY85Z/pLU7ucTiLRLP7GaHZ/jLJ9fKjRnUbYes27SmJGtfp0gMFRPiqaTWflyFg0D3+y4cOGC6iM3N5f27NlDPXr0oJ9++smb7xkABJnD58x1GezeHvUpkGlPQtrZW7GWrElugfmkdcRSs8K4VgcCT6xmWdPTNSohBln7cctP2bhxY3rzzTdtsi0AAO50w2f/2f2fdqCRJs/a22QxVpNRUc666N20ileOEbwrVpNV89bSj98V09oTHh5OJ06ccNfTAQCo7M/IUX1+Q/taAf0KKeeodG+UarORohSordh3VjU+v2+zKgHRng22YjS/A1UTPVujZZAJ+q7XqMyePVv1OUfxPEb/448/pu7du7v0XMuXL6d33nmHNmzYIJ5j1qxZNGzYMFcPCQCCwIQ/d8rXqyREUb20OApkyn1W9GpxpLT8sQuXVBNqldNrIbDkazbTrJVs3WgzkLkcqGgDCf7HVLlyZerbty+99957Lj0Xb2jYtm1buueee8RIfgAAPfwHkZQ5YPOfvCLgX6hWNZLk6wt3nra5v1P9ZHl3ZeWEWgQq4G4mH++f7HKgUlpqHS5UUbxnEH8AADgye4t1WfmN61pTclxkwL9gyumyehmVmpXM2wRIiRcpUNEuEUHgKFQM9/MGg6z8uB6o+FJBQYH4kGRnZ/v0eADA8yb/e4henWNd9unRyDzoLBhaUSUf3nqZzf3SYLtLRSVUWmqid+bvEZ8joxIcs1RmPNyNgoVTgcrTTz/t9BNOmjSJPGXixIk0YcIEjz0/ABjLjhNZqiCF1Ur2/w0HnR2ZvvL5vmKnXL16HKkDhDsyRv+6Rb7dxw0a4EFfj+hIj07bSHd1rUcd6npvPydfd/04FajwPj6uFn95wpgxY1RBE2dUatdWb+8OAIFjyEf/OtxBONBJyzt6ohV/Xc/cdFy+fi630OPHBb5RJSGafn3Ie5kUv+r64d2RjSAqKkp8AAAEu/CwUIoMC6XCEnXdwskscxcQQKBwuo/t4MGDqoFCAADeFhfgQ95cpbcB44O9GvrkWAB8Hqjw9NkzZ87In99yyy10+rRty5wrePz+5s2bxQc7dOiQuJ6enl6h5wUA/7c/I9fmtleHtfLJsfjDjrqsV5PKNLBFVZ8dDwSWEIP0/TgdqGizKX///beYg1IR69evp3bt2okPxvUnfH3cuHEVel4A8H/P/mYtEGW3da5D1wf4NFpXpWjatEf1b+zxWkGAoGpP7t27N5aTAEBX02oJtDE9U1y/uWMtGjukOV4pjROZ6noUntgL4G6+LvtwOqPCUbo2UkfkDgDulplXSFmXiigq3Fx/8VCvhvT2jW0pTrPMAUR9mqk3H6zm4b1fILiEGCQ5F+5KRDVy5Ei56yY/P58eeughiotT9/fPnDnT/UcJAEEhv6iELntlobjeppZ5hHxafOBPoS2vt25oQzn5RTR/x2nirm3uBAIINE4HKiNGjFB9fscdd3jieAAgiK09dF6+vvVYlrg8rlneACveJfnzOzrQol0Z1KxaAl4a8AiTvwQq33zzjWePBACC3vMzttq8Bv2bo4vFEV6CH4BOH/AAg6z8OF+jAgDgaSey8m1ua1QlHi88gA/5eoQaAhUAMIw+TSvb3FYVBaIAQV1Ni0AFAAyjmmLHYNa6prmgFgCCFwIVADCMS4Ulqs9nPRI8W9kDGJXJx+W0CFQAwDDyi9Qb7KHdFsB3jLHwg0AFAAwkv1idUQEAQEYFAAy79AMAvoeuHwAACx6dL/nqro54XQB8yCBNP77dlBAAQG+TvTmP96BW6PgBANSoAIBRlJSaKDu/WLdNGQCCd4Q+alQAwBDyCs1BCovHTskAPhdikL4fBCoA4BXZ+UX06/qjqjoUpXO5hfJGe1Hh+F8TAJjh/wYA4BWPTttIz/y2ldpOWEAFxSX03/6zYrlnf0YO3fLFKvpnd4Z4XEJ0uNhoDwCMwdddPyimBQCvWLHvrHy96dh58vW0+Cg6m1tAaw6dF5/HRoThHQEwgBCD/L2AjAoA+BQHKUqRWPYBMBiTT787AhUAg9h2LIt6vbOEfll/VCyJBJpm1RKcetzhc3kePxYAKJtBEioIVACM4vW/d9KRc3n07G9bqdlLc0XxaU6+fuGpP8otsHb1AAA4CxkVAINYfdBco8GKSkx0+1erqfXLC+intenk70wmE53JUS/xXNmyqs+OBwCch2JaANC1/Xi2uBwzcxu1qJ4o2nb9dVrr0E9WUkGxeWfkH+/vQp3qpdDBMxdp/o7Tvj40ALADxbQAoHJ7lzoOT/RX/9+/oo6lqKRUfPiTrcey5OvdGqZRRFgo1UqO0X3sgqeu8OKRAYDRoT0ZwEDLI2WZ/O9B+n3zCXH98zs60HsL9tClohL697m+5G/iosJp00sDKCoilFqMmy/f3qSqc0W3ABAcSz+oUQEwiN83nSj7MZYghT30wwbal5FLxy5cos+WHiB/lBwXSbGR4VQtEXv7ABhNiEHWfpBRAfCy71cfoSWWKaxDL6tBQy+rKa5zZqS83pq3mx7u3ZCMnil658Y2uo9Z9mxvWrQzg7o1TPXikQGAP0BGBcBDNqVfoEkL94px8Uov/b5djIvnj1HTN8u3J8dGiMvP72gfUO/J+YvmPXzY4NbVdR8TFR5GQ9pUFxkWADAWEwa+ARhz5sfDP2ygOVvLXo6x57pP/6OPFu8TXTuSUp1BboM+WE7rD58XJ2tWs1IsBZIvlx+Ur2NXZABwFTIqADrun7qe5m4/RY/9uMnp1ye/qEQMadOaufG4fH3i3F029+8+lUM3fr6KTmXni89T4iPp27s7Uc1K+l0x/qZ2SmAFXgDgXQhUADSy8opo1cFzuksXSpwd+WPzcTp4Jld8PvjDFdTm5QW6wcqFi4WUkZNPX604VObrnRoXSb2bVqGFT7vWpptu0NHzFy0Taa9rZ67FAQD/YkLXj/+a+t9hqvf8X7TusHWiqL87kXmJHp22kTYcOe9ywSSfiAPBlJXqYGLBjlO6j/tkyX5RY9L3vWUiaDl09qK4/fpP/7N5/b5acZA6v77Yqe8fbdk9mLth1r7YT7TwHn5ziOox7epUoqtaV6P/DWgi3+aoGJeDrf8OnHWqBdrdlu09Iy55YB0A+I8Qg/yTRUalAsbP3iEub/p8FQWKZ37bQn9tO0k3fObazzT29+3iRDxv+8kyH8sny9bj54sgb39GDhnN4XPmgEMSH63fHPfewr3y9axL1izK/oxcm9fvs2Xlax+ukhAtF5jOfKSbfPvUezrTp8M70OP9GstLRLz0ZM+VHyyn279aI95bb9h+PEu8Jvxe/3fAnJ1auf+sV743ALiXr7dIRaDiYbw0MGPDMY+cCNYecn8mZ+V+65KHK399T1tj3o/mnfl7ynxsYUkp5ViWA/pPWk5G84diVgnLK1AHAMcu5FHn1xepbvtu1RGHz6l9Kd+4rrXu4/75Xy+7z9G+TjJtn3AlbRk/kBKjzR1C7HjmJZv6l8LiUpq77SSdyjJnuaR9dpxZeqqoj//ZJ6botp2wgOqP+Vu+3ajt0wCgL8Qg+ydjjooH8Zhzqf20Z5M08dexu/CJgK17sT9VTogiT+DligeucO3kUqLT1aKVka3enI6XjNz52rjbxUL1rr893lpi85j3F1mzK87o2TiNaiRF0wlLICFpUDne4dc56ppRbmr43arD9Npfu1RtzywyzPP/43l3gf5rcX37Wh7/3gAQeJBR8SDlfizncvULMiuy5s+0O9JWhHL5gs3Z6twygTKzc/hcnmjt1eL22zf+3iWWJ275Qr0sciBDvdTCOBvAWYu/LMfA2Z2N6RdolWUZwZvyCss/iM2eyPBQmvlId/KU3xRZvAt5Rarv62n39qiveztakwH8kwnFtIGrqMRkk2nggstvVh5yWE9QlhFT1srXQ9143nnD8he4pF3tSk593c2awOO537baFHJy+y3P02j20jybLEJkuPqv/L+3naSHp22kjJwCevTHjaIIdOLc3aJI9bavVotlL0/SZqikrhVW7KbNACPDQqlaUjQtUnT2fHlnh3I919LRvcVlbGSYfIzc8qynWqLnW56zNQEv2zHhSo9/XwBwLxTTBgHlMsirc3bSbV+upj7vLqUJf+4UqXl3CHXjb9KWY5mqz4udWMa5pJNt0BZstn91odN1MWzcH9tVn7/+1y7V0DAOXjypc/0U1ee8n45U63FRU6+i9VifRmU+f6XYCLlAVhn39G1WpVzHmxQTIWd+eECdNjOmlFtg/z53WbjrtOrzB3s1EBsQAgCUB5Z+7OClhlmbjtGOE+X/61351/eaQ+dVsznmbddveXWVOzs+eXM7vROgMrMw5d9DdPS8dV7Hi7OsU1clneolu/R9ecy8JK+wmBqkqes0LtNkdo6cyxPtwFe+v1wELe5uuS3QZLsW7jxNl09cLKbMLt1r3qNHymB8eOtlqsfe1NFahzGwRVXd5//xvsvl6w0qx1HVxChqXCWewsPK989R+T7xgLpdJ+13Us3foQ4i3IWLd7u/+Y/o+spULDWxK1tW88j3BADvwAh9g+LCxKd+3kJ3TbYus7iqyEFGwplsRUV3t1xz8ByN/nWLGDZWnqAnRbPvCgcUr8zZKVqROVhpMW4ezdxknboqqUhh7DO/baW1mrk0ylofyYQ/d9Ce0zmihoWXlvgx93y7ziYbo8WP4/ZhvVH2Zc0j4Z9fWbez85VB1L1RmuoxMZblF9akagItetq2i6d+Wpx8PSIslFY825fmPenacDelUM0bN2nhHqcDaB5S545ZQE3GzhXdRw/9YJvtqoPJtAB+KYSMARkVO7ZalkHOOXmS1+OonmHrsSyHk0Q5EHjm1y2077TjOSNhDgKVW75cLYoqX/1rp1PH27GeesmDu0aUP8Pkfw/Jxbw8b0VbZDqyWz156Ue5EZ8rGRapeJa1qpkoLrMv2RbnTlW0A/Nx/LnlhNjkj9uEHdX/NH5xLvWftIwavGBtm9XKL7L/vkkzS6QshjbrpCwY5bemUZV41bC22ikxqmBGKnB15zC0jenqJTytRi/Ola/vOpnt8VlAafGe6UoDgOCAQMWOshIezvwFWlbW5Mmf7e8jw9mBXzcco5s0harajplSJ5Y9Npdx4lIWeNrr6NGe/JWtsHqmrz0qX4+JtK1PGHZZjTKPRyr81BtJryx4/X3TcXr6ly12B7ZJ/tMMHONR+Xqk4tm7uta1uW/pHvPSz/0968sZEaUYy1RZ5YRZpc71UsmbeCdmPtY9rw1S3e7O5TK9gJyzRhxovntTW7d9HwDwEXT9GJOjAIC7TrR/gS7fe0ak0H9dbz1BFyu6fuz95Wsv68IFnIzX+5fsyRA1AFKti3Z4WlkOWka7l0WvrViqm1BmOvRMu68LxUVZT8y/bjgqXo8GY/7SzXDwRNWySBmVnHzb41IuB63Ypw5ABn2wQvf5bv96jerzP7bYLlvtOZUjd8y0qG7+/krcfs2knY71luKe6NeYmlSNpzsur+u1KvoDb1xlc1u3hqk0qFV1enFIC3G8YwY3k+97e/4eh0W35ZnpozTp5rY05/GedGMHzE4B8FchBln7QUalHIPLeCaINnV/l6VlmGssHNVW6KXhH//J8Q69d3+zjpqPm6dbV1HgYJnCVXqBivQ6aAM35RAxxrUaD/e2drxsP25eUuAvl7IyH93WjtaP7S8mqzbUDDb7Z7dtkac0fVXvdVQWbOodNwdJ/MFTZJneSZnnuigzDDzinUfNSxpXtT98bb6d/X/Y0wOa0IKnetksC7EcneyQO/DSkbbjSBpdL7m/ZwP5+mdLD9ARTeZJuVznDM5IXffpSt1W6NQ4LPcAgHsgUClHoKK9q3ZyTLmntDKurygLP5c0dl6JC0Od4ah4VNv1E66ol5B+Bm0btLJDZXiXOnJ9hqP23EuFxaJeQTqBvzK0pXzfg99vsPlZalQyF+WWNXNGG/UrayK4mJjtttRi2KtF+WL5QRquybiEORhSo6zPud6yK3AtO78HSuHuHHyjod2TqH/zqg6Lbk9kqufZLN5l7WhyhJfGeDlu2KcraZOdZcWUeHUhNgD4L5OPvz8CFReXfsb/sZ3enr9bdZu9VSK92oqK0At8flqb7tzX2jlIZQBzNrfApraCl52Y9vyqnIirnETqaJx/DUshquSurubiW2k4Hhe5Sm7tVFt+rkxFNiRCZwT8jhPZdge0cS0Nv2dcWGwPT7t9c676PWVtaibZ/ZqR3a3HPumWy2j1mH66HT4SaRjbFU3UXULudJNmmeW9mx3Xh3C3lNLJrHzxO/Dhon1iF209/Nq2HD+f2ry8QN4tWk+cpmAYAPxPiEH6fjCFyQ7ppK3EQ7+U3SaSolL95ZdX/nSu28ZZeuPyr25TXVxmZOfTm/N2i5O/du6ItG/P2/P2iD1mpozsJIpA+ee56qMVIiMwwtKxw5LjIuTlFO70eenqFnYHyw29rIZqf5roCPuxbw9NK68jo/o3ln9eaZmHi315iaOoxHGGRdterPeeKZd8eNqtHs5AKDt2OJCSsj7aoICnzDoy/8krxBYA17Qpu4i4vFLjo0TRLL9e/HbpLT0pHTyjzmBl5RXSIz9sFO3hs7ccp8X/M0+8dbScVJ62eQDwLyYfz9BHoGIH/3WpxcOs9NgrmpUKYp3BtRS8FPHtf4do7JAWuo/hgtrqSdG6x/a/X7eIotKZG4/TkNbVxYleiYMUxo/hFt1+zarQ4t3mbMnX/x6inxVFwHE6XTp6Ba1sYAv1MC9ux3XHyat6UgxduKjOSHGx7ud3dHCYHXHGnZfXpe9XHxG1ReP+2OH01znKmJSldkqs+PA0Lpqtmmg/m3Fo4lXyjsbajB8vZ0kzbA6c0c+WbNPZvuCe7vWpf4sqdPtX6qUzAPBvIQb5ewNLP3Yo52FIyyMv28mQaAMHnjPChZxKG8b2d/hGvDBru/iL/YfV6WI/HD2FJSVytqCtJWuSb+kGUna+8ByTge9bi0L1SEGKXiASpbNx3fuK6bF6SxqSFDcUUb5zYxvdPYB4DHu7OuqZLMoMTqKmRsOemzvWFpepcZEiYNHzUC/Xdo32Fxws8s+tV2CszUTx77C2kFkvq3ftZTWoW0PPLWkBQHBDoOJEPYi9+g5nNg2URJSxa+0Vjcv+Hz13+Eh766RYum709tqpqPHXWotc2bvz99gdfBeuqRmxV1D6+nWtnPrePEr+JksgUSfFOsFVKvbV7v5bOznWbg2MPVJwczrbNjPFnh/cTHwEKuk11A7S0/td0m71oLckWteSKeK6IvbNyE5uPV4A8C0U0xLRJ598QvXq1aPo6Gjq0qULrV1b/rH17qIc1nb8wiV5jkl5PDeomaqTRs/Z3LIn4PIMjwLLcUib2n24eB8t1mwCV1Ht6yTTEsuOvOzjJfvtPrZptQTV51z78sJVzeiKJpVp+4Qradcrg2j3q4NoeBfbmSLs90e7qz5vpShg1QYl/JysuWK+Sd3UWLvFoXp+uv9yeQaKXiPUimf7BGw2RZsxk5Z+pOwh72mkpa1Nkh7DtUnm+62/i2/e0EbU9PQp5+aKAACGzKj8/PPP9PTTT9P48eNp48aN1LZtW7ryyispI8O5VklvZFR6v7tU7GVSXs6MSLf3173SC4oNAHcqOl3unbqeKqpdHfNS0iDLBnL1FAEAa6YJSCSxOvUsD1zRkL67p7M4AfK4eL0JrRIu/H3/Fmt3ysks/W4TJr2Er1ramvmYlMFJhs6yhN7OxUmaGTCsYeU4UdvjjToSX5MCQKlgWgpUlO3vPCyOFSsKxZXLQBx4/vVED9o0bqDXjhsAgpPPA5VJkybR/fffT3fffTe1aNGCPv/8c4qNjaUpU6b49LicqSFKi48UXTRl4ZbasuZnOBOoeLKrQpqHMbBlVd3n1xvqZW/svquua1dLdyiZNCROsnTPGXlPosX/60WzHuluUxOjnM2ih4MmbYszf86Fsp8Mb0/BQAouz1oCO+38FSYFl8qBgtwlJulYN5la1kgqs7MIAPyfKZhH6BcWFtKGDRuof39roWloaKj4fNUq203SCgoKKDs7W/XhCbyfi7bYVE+X+qm6hadavBxS1p5zzmQDlPTGu7uDq5vj6c01KQ/OwPCSUV/NssG1bfXbeXmyLWdrUuKsJ8ou9VPEspUykFR64IoGYg8a7f48PMMlmNpppY0VL1pqUrhIWematjXkADRfMa1WKr7lgXra4XEAEHhCDPL/RZ8GKmfPnqWSkhKqWlU9QZM/P3XKdkT5xIkTKSkpSf6oXdtcvOdu2XZacZV6NalM465pYVNHoYfrU+y94dIoemcnzErckMjQpT2JO8JBmrt+kbn+hJeMHD1f5/rq3Z3Z4NbmOTLsrRvaqAbO8eeSL+7sQC9c1dzlnzEQaWe+JGgCFS4k5u0EGLdv8+/mlqOZ8p4+8Yo9nQAAPM2v5qiMGTNG1LNIOKPiiWDl8gYp9P29nenOyfaLeqfe01lc2pn1piKdGPe/Pljs7aOUEB1BF+zs4utIWRseOiL9bEPaVLfZbLCsol+lLg28sxPw3FE9xTYDj/e13ciwT9MqNOPhrlSzUqx8An6ibyM6cj5PZGe4uJOHFWkDoNs616afFDs8B/PU5bxCdWDOyznKehXlxGBmb/gfAASWQa2qUdOqCZSW4NstMXz6p2VaWhqFhYXR6dPqbgP+vFo19SAxFhUVRYmJiaoPT6iSEE09G1emH+/vonv/g72sdRTzHGxOpw1UlPvjSK5pa80IOOvJ/o11swJTRnYs82t5cin/bHwC/+T29jb7wSg3+1NOZdXjplWfMnGXz7ODmomlHj0d6qaosgRPD2xKH97aTg5O9LI0XRVzP2qUMVU20Ghn0Wh34I6NCLNbPF3WUD8ACKxl4h6N06hZNc+ca/0iUImMjKQOHTrQ4sWL5dtKS0vF5127diVfszfE6n8Dmrr0PMpZI9z+yhmCna9cKa63qmF/Pxl7eL+VJwfYZhf6NqsqWoLt+fyO9nJrruTj263Fqiy2jLS+NLK/PPUsRnKN4ue4spVtUBzIUmIj7WbnePIx15/8+XgPu1+v3G4BAMDTfL5Yz0s5X331FU2dOpV27dpFDz/8MF28eFF0ARmBdv1eW0B6fXvzzrmOKDtjuP2VMwTcecHXtX/Naq15oZ/NbT+uSRcj5reMt7aGcvAjtZoqZ6B8puhkUe7JI9G2DmszNR/ccpnN+PlACFQ4yzJ5REfRkvxkvyYUTHgrAqVXh1mH8UmFtfx7YG8n7K5eWvIDADBEjcott9xCZ86coXHjxokC2ssuu4zmzZtnU2DrKzMf6UZvzdtDixRD1ZRLCTwHhPfXcUQ7vdXeqH5n75eWkLiWQG95hjtbDr5xlRiLzzND5jzeQ4z5b1LVfjrfXv3BsHY1xR4w0gwX5YTdSE12xt/0a15VfAQbZUsxB5ud6lmLlJVF3f8b2EQ17I8DdN5cER0/ABBUGRX22GOP0ZEjR0T78Zo1a8R0WqNoXDWBvh7RUQ4YlFNRnS0sdDRDpXfTKqKolfFf+GXtpeNsSzCfTKTBZjztdUAL507ILWrYrkWmKtp8le3YfpxQCWrKrQbWvWh/DyplQM47bO97/SrdrBwAQEBnVPzFpnED6Mi5i2J+h5Le8gefzKVR9/Yeo7yPi1o/uV3/fr1CUHcvufCIe94IkfdqkWZsKElTSlnVRGvhaWI0hn35I17uW/tiPwoLCaEUy/h7zro989tWm5olRwEsAIA3IFBxEq/ZN6piu3SibOd947rWVKNStAgulBsTSicDZ3Cx6hxNyzBPYe33nrVF9NZOdcjdJy5HHT7cQs0TYvMLS8SwL97d+M+tJ+nZQa4VFYNxcGebEmfdpDonpa/u6kjL956hu7qigBYAfAOBSgVx65ZyeBsv5Ww+ah5HL0nUGVFuz9s3trEJVLRZHO5t9zblhFje3Vja4RgCGy8ZOrtsCADgCQhUKoi7b3iuysEzF2mgZUM/5eZtLMrBpnzObPLnaMNEAACAQIZAxQ3GDDaPZpdo9/+JjnBvzXLt5MDf4RcAAMAwXT+BprGmlsXVHYZ/uNfc9XR/z/q690vdPAAAAIEOGRUPUI5655kVrm7cx3Uv2uLW9nUq0cZ0de0LAABAoENGxUNevqaF2Mn3t4e6emTHWwAAgGCAjIqHjOxeX+yJ4mo2xVEdzK6TOXR3d7SJAgBA8ECg4kHuClIY7wuk3MMHAAAgGGDpBwAAAAwLgQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGEhUAEAAADDQqACAAAAhoVABQAAAAwLgQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGGFkx8zmUziMjs729eHAgAAAE6SztvSeTxgA5WcnBxxWbt2bV8fCgAAAJTjPJ6UlOTwMSEmZ8IZgyotLaUTJ05QQkIChYSEkNGjRw6ojh49SomJib4+HFDAe2NMeF+MC++NMWX70XmGQw8OUmrUqEGhoaGBm1HhH65WrVrkT/iXx+i/QMEK740x4X0xLrw3xpToJ+eZsjIpEhTTAgAAgGEhUAEAAADDQqDiJVFRUTR+/HhxCcaC98aY8L4YF94bY4oK0POMXxfTAgAAQGBDRgUAAAAMC4EKAAAAGBYCFQAAADAsBCoVdPz4cbrjjjsoNTWVYmJiqHXr1rR+/Xr5fi4BGjduHFWvXl3c379/f9q3b5/qOc6fP0/Dhw8Xfe+VKlWie++9l3Jzcyt6aEGtXr16Ygig9uPRRx8V9+fn54vr/L7Fx8fTDTfcQKdPn1Y9R3p6Og0ZMoRiY2OpSpUq9Mwzz1BxcbGPfqLAUFJSQi+99BLVr19f/Hto2LAhvfrqq6ox2vg34xs8fOvJJ5+kunXrivemW7dutG7dOrwvXrZ8+XK65pprxCA0/n/W77//rrrfXf8+tm7dSj179qTo6GgxJO7tt98mw+JiWiif8+fPm+rWrWsaOXKkac2aNaaDBw+a5s+fb9q/f7/8mDfffNOUlJRk+v33301btmwxXXvttab69eubLl26JD9m0KBBprZt25pWr15tWrFihalRo0am2267DW9LBWRkZJhOnjwpfyxcuJDPhKYlS5aI+x966CFT7dq1TYsXLzatX7/edPnll5u6desmf31xcbGpVatWpv79+5s2bdpk+vvvv01paWmmMWPG4H2pgNdff92UmppqmjNnjunQoUOmX3/91RQfH2/68MMP5cfg34xv3HzzzaYWLVqYli1bZtq3b59p/PjxpsTERNOxY8fwvngR/7/mxRdfNM2cOVP8P2vWrFmq+93x7yMrK8tUtWpV0/Dhw03bt283/fTTT6aYmBjTF198YTIiBCoV8Nxzz5l69Ohh9/7S0lJTtWrVTO+88458W2ZmpikqKkr8YrCdO3eKX8Z169bJj5k7d64pJCTEdPz48YocHiiMGjXK1LBhQ/Ge8HsQEREhTpKSXbt2ifdh1apV8v8sQkNDTadOnZIf89lnn4n/cRcUFOC1LachQ4aY7rnnHtVt119/vfgfJsO/Gd/Iy8szhYWFiQBSqX379uKkiffFN7SBSqmbzimffvqpKTk5WfX/Mj6fNW3a1GREWPqpgNmzZ1PHjh3ppptuEksD7dq1o6+++kq+/9ChQ3Tq1CmRmlOODO7SpQutWrVKfM6XnJrj55Hw43l7gDVr1lTk8MCisLCQfvjhB7rnnntEKnXDhg1UVFSkel+aNWtGderUUb0vvIxXtWpV+TFXXnml2Etjx44deG3LiZcTFi9eTHv37hWfb9myhf79918aPHiw+Bz/ZnyDlzR5WY6XAZR4aYHfH7wvxnDITecUfswVV1xBkZGRqv+/7dmzhy5cuEBGg0ClAg4ePEifffYZNW7cmObPn08PP/wwPfHEEzR16lRxP/9CMeXJTvpcuo8vOchRCg8Pp5SUFPkxUDG8xpuZmUkjR46UX3P+B8r/mB29L3rvm/J9Bdc9//zzdOutt4rAMCIiQgT3XBfB6+nK1xb/ZryLN3bt2rWrqBfijV45aOHgnk9oJ0+exPtiEKfc9O/D3/7/5tebEhph92aOWt944w3xOf9Pd/v27fT555/TiBEjfH14YDF58mTxFzsXp4Fv/fLLLzRt2jT68ccfqWXLlrR582YRqPB7g38zvvX999+LrGPNmjUpLCyM2rdvT7fddpvIQAL4EjIqFcBV1y1atFDd1rx5c9EtwqpVqyYutd0k/Ll0H19mZGTYpGG5alt6DJTfkSNHaNGiRXTffffJt/HrystBnGVx9L7ovW/K9xVcx51TUlaFl9buvPNOeuqpp2jixImq1xb/ZryPO7CWLVsmukOOHj1Ka9euFUukDRo0wPtiENXc9O/D3/7/hkClArp37y7W9JR47Z3b+xi3YPKbzmvyEq5x4HVCTrMyvuQTpvKvln/++Udka3jdESrmm2++EWlQbjOWdOjQQSw7KN8Xfh85wFS+L9u2bVP9g1+4cKFo99MGp+C8vLw8sVauxH+98+87w78Z34uLixN/hHGtAi9pDx06FO+LQdR30zmFH8Nt0ByIKv//1rRpU0pOTibD8XU1rz9bu3atKTw8XLRccjvftGnTTLGxsaYffvhB1UpWqVIl0x9//GHaunWraejQobqtZO3atRMtzv/++6+pcePGaE92g5KSElOdOnVENbsWtyfzff/8849oT+7atav40LYnDxw40LR582bTvHnzTJUrV0Z7cgWNGDHCVLNmTbk9mVswue372WeflR+DfzO+wb/j3B3CYxYWLFgg2lu7dOliKiwsxPviRTk5OWIkAn/wKXrSpEni+pEjR9z2PnCnELcn33nnnaI9efr06eLchfbkAPXnn3+KExq3hzVr1sz05Zdfqu7ndrKXXnpJ/FLwY/r162fas2eP6jHnzp0Tv0Q8T4LbX++++27xywoVwzNt+B+69vVm/I/6kUceES16/A/0uuuuE/NWlA4fPmwaPHiwmC/AJ9P//e9/pqKiIrwtFZCdnS1axTlIjI6ONjVo0EC0vyrbJPFvxjd+/vln8X5ERkaKFthHH31UnNDwvngXz3ri/29pP0aMGOHWfx88g4XHa/Bz8B8PHAAZFXZPBgAAAMNCjQoAAAAYFgIVAAAAMCwEKgAAAGBYCFQAAADAsBCoAAAAgGEhUAEAAADDQqACAAAAhoVABQAAAAwLgQpAkAkJCaHff/+djKx3795iV2VveOmll+iBBx7w+PfhXdWvueYaj38fgECDybQAAWDkyJE0depUcT08PJxSUlKoTZs2dNttt4n7lBsBnjp1Smw8FhUVRUbFO73yxpEJCQke/T78WjRp0kRsQCltJuopvGM3byo3ffp06tmzp0e/F0AgQUYFIEAMGjSITp48SYcPH6a5c+dSnz59aNSoUXT11VeLbd4lvPuqL4MUPmGXhQMtTwcp7Ouvv6Zu3bp5PEhhkZGRdPvtt9NHH33k8e8FEEgQqAAECA4+OAipWbMmtW/fnl544QX6448/RNDy7bff6i79cNDw2GOPUfXq1Sk6OlqcsCdOnKh67GeffUaDBw+mmJgYatCgAf3222+q73v06FG6+eabqVKlSiLAGDp0qAiWJJzRGTZsGL3++utUo0YNsZU8+/TTT6lx48bi+1atWpVuvPFGu0s/Fy5coLvuuktkgmJjY8Xx7Nu3T76ffz7+/vPnz6fmzZtTfHy8HLg5wtkN7XIMf+8nnniCnn32WfHz8Gv68ssvqx7Dr8sXX3whgkA+Hv6eq1atov3794uvj4uLEwHQgQMHVF/H32v27Nl06dIlh8cFAFYIVAACWN++falt27Y0c+ZM3fv5r3s+cf7yyy+0Z88emjZtGtWrV8+mhuOGG26gLVu20PDhw+nWW2+lXbt2ifuKioroyiuvFNmPFStW0MqVK+UgQZk5Wbx4sXj+hQsX0pw5c2j9+vUiGHjllVfE7fPmzaMrrrjC7s/BwQ5/DR8rBwQmk4muuuoq8f0leXl59O6779L3339Py5cvp/T0dBo9erTD5aWdO3dSx44dbe7jZTQONtasWUNvv/22OE4+dqVXX31VBE+bN2+mZs2aiWzJgw8+SGPGjBHHysfIQaASfy/ObvHzAoCTfL19MwBUHG8BP3ToUN37brnlFlPz5s3lz/mf/axZs8T1xx9/3NS3b1+xdbwefuxDDz2kuq1Lly6mhx9+WFz//vvvTU2bNlV9fUFBgSkmJsY0f/58+dh4S3q+XTJjxgyx/Xx2drbu9+3Vq5dp1KhR4vrevXvFcaxcuVK+/+zZs+J7/PLLL+Lzb775Rjxm//798mM++eQT8X3t2bRpk/ia9PR0m+/do0cP1W2dOnUyPffcc6rXZezYsfLnq1atErdNnjxZvu2nn34yRUdH23zf5ORk07fffmv3uABADRkVgADH51VeqrCXqeCMAC/HcIZjwYIFNo/p2rWrzedSRoWzLLzcwRkVzqTwBy+X5Ofnq5Y9WrduLWo0JAMGDBDLTLyUdOedd4pMDmdE9PD34gLhLl26yLelpqaKY5aOg/ESTMOGDeXPeTkrIyPD7usiLb/w0pMWFyIr6T2X8jG8dCX9nMrb+HXIzs5WfR0vodn7WQHAFgIVgADHJ3PuNtHDtSyHDh0Syxh84uZaE2WtSFlyc3OpQ4cOIthRfuzdu1cshUh4GUWJA5uNGzfSTz/9JIKAcePGiSWqzMzMcv+c3CWkxMGZOfmhLy0tTa5/cea5SktL7T5GCgT1btN+HS85Va5c2amfCQAQqAAEtH/++Ue03nKNiT2JiYl0yy230FdffUU///wzzZgxQ5xMJatXr1Y9nj/n4lEp0OGi1ipVqlCjRo1UH0lJSQ6PjbMk/fv3FzUgW7duFQW4fLxa/L20dR3nzp0TtS0tWrSg8uLsC//sXKfiLZxl4ixLu3btvPY9AfwdMioAAaKgoEDMBTl+/LjIVrzxxhuiA4c7U7joU8+kSZNEVmP37t0iC/Lrr7+KLhfuoJHwbVOmTBH3jx8/ntauXSsXiXJxLWcm+PtwMS1nZ5YuXSqWkY4dO2b3WLmglgt5Ofty5MgR+u6770TmQeoIUuLOIH7++++/n/7991+x3HTHHXeI7ia+vbx4tgwHSvyc3sKvES93KZeoAMAxBCoAAYI7Z3gZhbt2uOtmyZIlIhjgFuWwsDDdr+ElGM5ocDdKp06dRFbj77//Vg2ImzBhgmjj5ZoMDig4sJEyGVwXwh02derUoeuvv15kP+69916RNeBshT0cCHEnEncl8dfw1FZ+3pYtW+o+/ptvvhFLTBx0cY0ML+nwcWqXaFx13333iZ9NuzzjKfwzcsAFAM7DZFoAsP8/iJAQmjVrlpiDEog44OEi3aeeekpM8fWkHTt2iMCMM1NlLYsBgBUyKgAQ1IHYl19+qZrc6yk8fI4zUghSAFyDjAoABG1GBQCML9zXBwAAxuWovRcAwBuw9AMAAACGhUAFAAAADAuBCgAAABgWAhUAAAAwLAQqAAAAYFgIVAAAAMCwEKgAAACAYSFQAQAAAMNCoAIAAABkVP8PWyRThZVKkPUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I.fits is plottable.\n", + "\n", + "Reading SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II.fits is plottable.\n", + "\n", + "Reading ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV.fits is plottable.\n", + "\n", + "Reading ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 57469.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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BCLv2qIxZf57sTcqVUxYHNSNHjqRBgwZR/vz5RRI+/cYrdQkYAACAucMoppZBO9rItedo4X77Ze6/p8JVUhYHNZMmTaLZs2dT+/btHdMiAAAAGVh98g5Nbp30eqm+v9szoGHxiYI2hc4Ntq32k7u7O4WHpzxxCQAAwNVgvIKUMVFYq0+fPjRlyhTHtAYAAEDGYt7GIXBR0/BT3759qVGjRhQWFkaFChWiVKlSGdy+YsUKe7YPAABAFg5ee0Qtp+8jdwV0xzx5+YbS+XlZ9Jj1Z+7SF/MO0ZQ2pUipLO6p6dmzp1j5lC9fPgoKCqKAgACDCwAAgBoNXXVG/IzXOK4EwhfzDhu9LT6Fnd54+MLg7/1XH1nVhs3nomj5kUhymZ6aefPm0fLly0VvDQAAANgHBxSb39WVSuxLvSKUxlQbt92uGY0zpLGsl0exQU1gYKAYegIAAHAljl719Do2zuRtpoIdRxix9hxVCA0klxh+Gjp0KA0ZMgRVuQEAQHVexJgOLEw5despyY/GpkdbO3yluJ6aX3/9la5cuSIS7+XKlSvJRGHUfwIAAKU6eP2RRT01pyOfUuPJu+2yb+SvlSCoadasmR12C6bcefqKOs8/TJ9XzEUtywTjQAEAyHxFFCg4qOGhJ7B/IJPZ34fc3d1o+JpzdDoymr77+ySCGgAAGTFWHkFjxtLqdafvUsOiWSnA13Bkg+26dJ/S+qSi4sHpSC00GgXNqeFilgcOHEhyPV93+LDxpWhg2pqTd6jiqK3UZ9lx8ffLmLc4XAAAMmTO8FDiGojdFh6l/itOUa8lx4x+oW076yA1nbLHns10aRYHNd27d6eIiKRVQiMjI8VtzjJ69Gjx4unduzcp2W9bL4mf/x5PKDUPAADOtevSA4eVBNh39aH4uf3C/SS33X7y2qx97LuSsA1wQFBz9uxZKlUqabbBkiVLitucgXuLpk+fTsWKFSMlu3D3GZ2/+0zqZgAAKMrdp69p3ak7FOeoLHh66v1vp9gfkyqR8BYnLudW+oRni4Mab29vuncv6QG+c+cOeXpaPEXHYs+fP6c2bdrQzJkzKX369KRkH/y2K8l1KiiSCgDgUNV/2Ubd/jxKiw7ccPiRvnDvGY1Zf95BW3//if/l/MPUZ2nCNITE/th9zUH7Vx+Lg5q6detS//796enT9+vynzx5QgMGDKA6deqQo/EQF2czrl27dor3jYmJoejoaIOLnMTGIYQBALDU69h48XPHReuHjSwtYslOODAfzcaz9+xafkEj4elFyn1b3LXyyy+/UNWqVSlnzpxiyIkdP35c5K1ZsGABOdKSJUtEHhwefjLHqFGjaNiwYaQkCqiTBgDgcq49MKytJIcTuFxpJBxzsLinJnv27HTy5EkaO3asqNJdunRpmjRpEp06dYqCgx2XV4UnJ/fq1Yv+/PNP8vHxMesx2h4l7cXYBGcAAIDkcODy/LXlK1NfvsFqVmezahJM6tSp6csvvyRnOnLkCEVFRRlMUo6Li6OdO3fS5MmTxVCTh4dHkvk/fFESBP0AAPatfG0rzjNz9o5l0xf+PR5JvZYYnyMDjuP4mb12UqtWLdEbpK9Dhw5UoEAB+v7775MENAAAoG68yubVmzjy9TL++R8fr6EqY7fZZV83Hr606P69TUz6BcdSTFDj7+9PRYoUSdJjFBQUlOR6JcOcGgAA82w6e48K/rielnerSKVzJq0q/fRVLN15txzbUV4kGmKy5DPckfNxbj1+RZejnlOeTGnIlVg8pwaU4fGLN7Tz4n3xTQUAQM3GrLsg2b6nbLts9n0jn7wiZxmx9hzVnrBDBHbGqPXcoOigZvv27TRx4kSpmyFLDX/dRZ/PPkhLD2NyNIAjvIh5S6PXnaeTt57gAEssXsIlSIlTc1yKei7m8RjrsWk5bR85271o4z1VfH5QI4uDGl5BdOvWLd3fBw8eFKUKZsyYYe+2uSR7vTW1Xa4bzty10xYBQN+ETRdp2o4r1GQy6va4clBjzNrTd1PsqVlx9JZFvTz2tvuy43L8KKqgZevWrWnbtoSJV3fv3hUJ9ziwGThwIP3000+OaCMAgCzLnIDzGau1JLc8ps9exyYpbKkvKvo1fbPsBG0zUg8KnBzUnD59msqVKyd+X7ZsmZiku3fvXpE/Zu7cuTY2BzBRGADAtC8XHDG7qKRUsc7RG0+SrUsV/dr4PBdnex6jvjw6Fgc1sbGxutwvmzdvpiZNmojfeWk1138CAABw5IonY8NPHNicvR1tkPDu4LVHkjwRy4++n6JhbBHHpC3SDTvp221DdXLVBDWFCxemadOm0a5du2jTpk1Uv359cf3t27fF8mqwjcx6UQEAZC8+nmjl8UixQOKDX3frrt9+IYrkpt/fJ+i/E7elboZqWRzUjBkzhqZPn07Vq1enTz/9lIoXLy6uX7VqlW5YCgAAwFk422+fpSfE71f1ajTJbP6wsP+qc3uPbj22LGmgyyXf42DmwYMHouJ1+vTpdddz2QQ/Pz97tw8AAEDg7MFKKawol3ksw1efM3mb/I6ORHlquCSBfkDDcuXKRZkyZbJXuxTvr8MRIifBw+cxSW47fzfa5FI+e08UxsRjAMeQ4wnTGlHPXlscLEglubkq+t68tb3ek1rESHAspHxnKKZMgtL0+/ukLpfFiA+LGtxWf+Iuk49Tx8ckACjB3aevqcKoLeTv7UmnhtUjteSj4Sy6Gf29ZTn8JCe3HDQ0pag8NWAZNS6ZA5ADXu1ijwrMrmz/1Yfi5zOFfE6Z2/OsTRGDmCZ5c/ZcJ0dIJkWPwyGoAQBF6rnkOJX6eRM9eflG6qaATKGnhuhVrDKGFu0FQQ0AKBIvi41+/ZZWYXmsy7hy//3KpuQ0nbyHxm+8QJejkPX50QvXCvqtmlNz6NAhUSohKiqK4jlBgJ4JEybYq20uCRN7AdTvdWwcdZ5/mCrnyUBdqoVJ1g4phwms8cbM4UausfTbVnkkuHNFGo2CgpqRI0fSoEGDKH/+/JQ5c2aD+hbJ1boA89j7tYDnBECeq3h2XXogLlIGNbacfHhOE88Z9PdJRc6y6MBNp+0LlMnioGbSpEk0e/Zsat++vWNaBABgASV+lXoZo/x5Dt8vP0nLDt+iv7tWpDK5AqVuDoB1c2rc3d0pPDzc0ocBgIJxd/4LhayQUQK55LixpXOdAxqGYR5QdFDTp08fmjJlimNao0KYfQ9Kd/PhSwofvZXKDN8sdVNUQ8mfCzsv3qdKo7ZI3QwA+ww/9e3blxo1akRhYWFUqFAhSpXKcDx1xYoVlm4SAGRs75UHLrk01JEUHNPQ57MPOmU/Oy7ep4hHLynANxV9vfgYjW1ezCn7BWX3RFoc1PTs2VOsfKpRo4aoyo2JqMnjp3bF0VtUJHsA5cvsb/0zBQDGKXCBgpJ7apwhPl5D7RIFT98tT8jSDmDXoGbevHm0fPly0VsDKdtw5q6uzPz10ThmACCfOTVSxJQnIp7Q8Ygn9HnFnEa/FI9Yc5Zm7rpmvwaCS7E4qAkMDBRDT0CKKKymvO+wIDcK7AiRPVfuqWk6ZY/4GZTGiz4oli3J7QhowKkThYcOHUpDhgyhly8dUwgLAEAJXCEw4flUtcZvpwPvakTZ4s7TVyLpoNbFe89t3ibIk5uEX6ct7qn59ddf6cqVKyLxXq5cuZJMFD569Kg92wcALvwBpVacuE4JWs88IH62mrGflnerRCWC01m1nctRz6n2hB2UNcBHdx1eVeqlUdJE4WbNmjmmJQAgRL+OJU08UYCf8zK1mqvn4mM06ZMSslogIJ+WmM8eMc2Fu8/oxZu3VCokvdXbsOR5bD51L31dM0/SbZjx2E1n74mfd56+Tnap+OKDyBisBhollUngoSewzunIp2IVlL1M2HiBvDzdqUfNvBQbF0/3n8VQtnS+eHoULC5eQ8WGbhS/Xxhen7w9PaRuksGJiItHdq+Rh/JnwUo+W9jjM7/exJ3i5+FBtSlDGu8kgXFaM8oXWNpj9IeVE3iNfXOfvfsadakWSn5enrTr0n2nLRUHdbO6SveRI0do4cKF4nLs2DH7tkqlPvhtt922FRX9mn7depl+2XhRjFN/MmM/VRq9lfYnGvuW0RdqMIN+LpiHz+VRXXfl8UiDvzmABvl8k72bqPdj/ek7IjAet+E82ZuluYou3XsmAhZj/++zmLf0y4aL4vcDVx/Zq4ng4izuqeHK3J988glt376d0qVLGF998uSJyFuzZMkSypgxI7myh89j6GTkU6sea8nJIkZvVVW8RkNHbjwWvy89FEEVQoP07omoBmyDV5B1/j5yi+Li46lV2RDddW/j4snTw92hcw4G/3tG/Jyy7Qr1q1cg2fs6ehixzv8SepMaF0+6yokdvG77BGQAm3pqvv76a3r27BmdOXOGHj16JC6nT5+m6OhokZjPFZ269VSkked8NKWHb6YOcw5ZtZ3oV7F2bxsAOB7nXjl0/X1vA/ee9v3rBH2//BQ9eZnQ4/bz6rNU8Mf1dPX+c1WvnOLK3fqrnLT5uoy58QCraEHioGb9+vX0+++/U8GCBXXXcbkErge1bt06ckVdFhwWBf84lbctxqw/T9sv3CdHePkGxQhBnZw1xMoFPQevPJ1kiFebe6XFtH309GXCF5M3er2ur2MTfp+1+xrFxmno1y2X7NpPY26AxPNnuOyAI1ZeabfJwUyRIRuoxE8J88JSytfFQ1AAkgY18fHxSZZxM76Ob3NF+h9gttBWvbW31SdvU6EfN9DMnVdt3tYfu66Ksg/gQjD+JEzacokW7L8h5q+Z8uhdr0xi2t4atvL4bbtOqkk8lGXq6fp59TmqMnabycm+bWcdEIsZLLXtwn0xh6fo0A007L8zukBOv+cqOVvO3aPJ2y5bvF8AuwQ1NWvWpF69etHt2wmp/1lkZKSo3l2rVi1LNwcOyCPCKx+0Yt7G0TdLT4jfR6w9Z9N+rj94QcPXnKNvliVsD8CV8Ovf3Lk04zdcSHaC7Skr593ZYvaehGBm1LpzBnMAtXZdekAfTd1r1ba5x+XZ67e0+GCE7jruuTJHp3mHrdongF0mCk+ePJmaNGkiEu8FBweL6yIiIqhIkSJiJRQ4n/43Ne4GfhkTZ9Dta69JifrBEjieXKZdoKPGMjyXJiX2rHiu7fTheT0Hrz2ieL0XDn+p4RwxlcIyGH3sjES9t1KXdQFwelDDgQxnDd68eTOdP5+wZJDn19SuXdvmxoB1uiw4gkOnEgggrDlm8j9qiUebkht9+ufYLRq59jzlCvKjAQ0LUkkzk+tpayrpm7DpIk3fcZXyZkpjMi8SgMsGNbGxseTr60vHjx+nOnXqiAtIj7uNTUGeGrCVnLIHy9296KQZc6/cf065MqQ2ext93g0XczLND3/fS9dHN9LdNuTf03Tg2iNa2T3crG1xQMMuRRmvs5RcSMOTigFUPaeGJwOHhIRQXJz9uk7B0Sse1HWExfAaVnKBideGI5nTqWFsEnHHuYdsChgev3gjJuhzkDNv3w06f/cZrTt9R3e7o/7rdsjwC64wUXjgwIE0YMAAkZ8GEryVWReuo75Yy6Gbv9eS42Il18V7z0iN5PVKSuCmgEC58/zD1GTyHouHU3gOiTnzSPosPU6bzyXUL9IGGnuvPDQ7Ueb2C1EG191OpgZSYj0WHxUT9DvMfV9GwJaFpuYeoatmTowGUPxE4cuXL1O2bNkoZ86clDq1YbeqK1bpfvIuN4UcAhcZnm/simsPsVm7rtGYj4tJ3RyQCW3BxLO3o6loDvPqq3EAVHbEZvFeOjKoDnm4mw7a/zlmWCqi5M+bLGrfwH9Ok7X2XE4Ink5HRuuu+1ZvMrK9e6i4onZaX4tPDQCyqEJv8Su3adOmkoyxjxo1ilasWCEmJ/O8nkqVKtGYMWMof/78pCTGEnc5mhy/WSu5tL2rkfuUGmvb9+jFG3r6Los3Z/NOn9qLpKAtnWCt1SfvUL7M9iswWnvCDqpTKLPdtgeuR6OkKt1Dhw4lKezYsYO6d+9OZcuWpbdv34ohsLp169LZs2eT9BbJ2Z7Lpif1yp2cTm5qDNTkSuphR/7W13vpccqYxpsGfVDIqft+9Sah3IEjzdx1jbpVD7P68ZypmC/WcEuh5wtAaSz+ehAaGkoPHybtbeCilnybo3B5hvbt21PhwoWpePHiNHfuXLp586aoFq4kv221PXMmzwFIbshLqlMQZyPl+jbaVPGOpNaYJvFzd/PhS2o5bR9tPX/PZYNZnhj77/Hb9IcZJ25re/BMPWrO3mu05tT7SbmO4OwM3W4u8D4C12VxUHP9+nWjq59iYmLo1i3nvTmfPk3IyBkYGGjyPtwmLrSpf1GDGr9sp8aTdxu9jT/8eUxcCh/8tlt8Y/x5zVmH78tVemq4l+Dg9UfUca58sq7+sfuqUydqp1S9nqvUJ8ZJ51Ji7HGJPXpuvOyBPfFyaynnIACo6YuQ2cNPq1at0v2+YcMGCgh4PxmPg5wtW7ZQ7ty5yRm4xlTv3r0pPDxcZDJObh7OsGHDSG24eGZyWv9xQPf72Tv2CeSO3nxMEzZeNLiOP4h7LDpGPqk8aHzL4rrrL9x1/AnPVU4CD1+8T2PvDDx5NrkJs9rAmS/6+VMcKaWneuH+mwZ/D111hubuvU5re1ahQtnSmnzcn/tv6H7nytmBqQNF1mwuypjJ34ecad3pu9SwaFan7Ms13jkgJc6l1EPuQU2zZs3ET54k3K5duyT5a7hswvjx48kZeG7N6dOnafdu470VWv3796dvvvlG9zf31GhLOyhB1LPXNn+4cj0WT72TVHy8htxTOGkZ89HvSWvC8LJUbdf8iA9NB5eO+mC29n8B46KiX1Ot8TuocYlsNPLDooo5TOcSBe4c0DCuhj2tbWnd9dcevKAZO69Qt2p5KCTIj07q1V/6eNo+OjKoNpUevln8feLHuhTgl7Rwr6NsOOO8oEYf3j2gtrmj7pb0jvCFk+9FRUXp/uYLD/NcuHCBPvjgA8e2lnM29OhBq1evpm3btlGOHDmSva+3tzelTZvW4KIk5UZssXsenV82GhbaswUHFVr87daZXY//Ho+kwkM20M6L9x2/Mxcxe891UZhw0QHDng+p2aNngecm8bAtF1z8fPYBoz1A2oCGXYpybh6kt3HoPwH1cJNw/MniOTXXrl2jDBkyJJkk7GhiqKNHD/rnn39o69atThvqUpvft19xyHY3Onm1BMdTXBTwc5VnPXXmh4Ncl8nbY6hRG8iw6w9fUq4f1tCTd8u5jdl6PiFZnrMOv6MnI5siz2cclE4j4fQAi4Mazg2zdOlS3d8tWrQQk3WzZ89OJ06ccOiQE1cBX7RoEfn7+9Pdu3fF5dWr5OeXgJPovYbdknmhW/Jin7f3ui7ZniuSy7whqWs/2eMocCCTGFe1Ti74v/v0NW05Z5gJ2JFGr0soEOys11a3hUdE6QUANbE4qJk2bZpuXsqmTZtEtW5ebt2gQQPq168fOcrUqVPFiqfq1atT1qxZdRf9AAtkwshJkIeqmk3ZI3pWzDlZ8/yHIavOUM/FxyzdlWrwfCinMvG0mDrEJ285voeWWRvb2framLbjilNLBfD+nDHJnh2LeCImJwOojcXJ97h3RBvU8NyWli1biiR4PFG4fPnypPZvrVKTa+Vc/aGLyMdJ23j1wXM6ceupboWNp0fyZ5zHLx2/lFbuGkzaRX5eHk7bn6XvsIdOWO5sKXt+TGgnHDtTvYk7nXKM/rfJcCUjgMv21KRPn54iIiLE79xDU7t2bV3Qgerd9rdPr2jenD3XqMrYbSRH+ieTB8/fiJ4We20vOY7oqOFJz4V/XC+qFPdYdJRGrT1HUnn5JuV8K+pnfqRibLjyyA0U301s1yXlZjYHsGtQ89FHH1Hr1q2pTp06IrMwDzuxY8eOUZ48eSzdHKTg05n7db+PWnveYUvHOVnZ7ksP6EXMW7t09e+9kvhDUznjRMP+O0Mv3sTRjov3RV2d6TuvkitI3BvKwR33qpkcxpHhU6pfLkA7vNJ86j4JWwQAsh5++t///ieGmri3ZuzYsZQmTRpx/Z07d+irr75yRBtd3n8nblPj4tnsvjpl9u5rIp/AlncrPVi53IG0rEtFg9wlnMMjJYNWnja7p0VjokfK18uDSgSnM3kvYwGXIyaxrj3lmnMN9J+zZ69jqejQjZQvc8L72xiulF4jfyantsveiSoBwMWDGk6017dv3yTX9+nTx15tgkT6/X1CBDX2Tj3/0+qk5QwOXjPsqp+w6SLdNGMeT2yiPBuJz0P6sUfik9TD5zG6HqnkstT+9J99yy9wQMcrXJqXTj7fkSs6dD3hdXDx3nPyMlFBercCirOGj94qdRMAXI5GSUGNfrmExN+YfXx8xBAUcsjY1+vYeDEUYs9JkObUvbHnhN3k+lOMnRyNNW+LnYs6tnlXTqJI9gDKn8WfpMIFQAesPEUfl8ohespSKmbq5Zk0yODhvsjHr6hFGeszZpt6RbxJofaSvYfAEve+YYkAADgsqOFyCfyhk3j8XXsd/6xcuTKtXLlSTCoG++BJq/rlDhyNi2JyZtkNZ+45fDVaryXHk27fyP1eOWjS7N3o15IGNeM2nqc1J++Iy9mf6pm83x+7rtLwNQmTlg8MqEWZ074vodF6ZkKAlj29L83fe4OalcxO9YtkcUig6yiXo55Ry+n76avqYfRFlVBxHc/p4f87pcAHAOTDTUkThTk3TdmyZcVPzhvDF/6dl3PzEu+dO3eKCcTGhqjANvY85bil8LKrP3Enzd7zftKlxSdBI0Gv7iYz/pNr9w1XT83dc01M3nXGm8dR58vhq89SrfHb6XmiuUE8BGbW498FNMzUktzv/j5J68/cpa4Lj1jcvut6K9akiG94XtajF28M/s8mk3cbBNa8Gq3+xF2ixwoAwOaeml69etGMGTOoUqVKuutq1aolhp6+/PJLOnPmDE2cOJE6duxo6aYhBfyt1V64xIAp/E1Yv16UMb9uuUxTtl82vQ0r27X57D2qXSgzfbf8pMH1Q03Mp0mpneaYv/c6XbgbTV9WDRN/m4ppDl9/RJvPRVHv2nlFZXJL/fFuZc7fhyOofXhumwII7RymYzcf01S90he3Hr+yujbStgvS1tEy9lSeuW1YrJJXo7H9V9+nOgAAedEoqafmypUrRgtD8nVXryZ0E+fNm5cePJD/JEJXxZl9iw/baPL26FcpL+v+3+aLVn9bTu4k/sX8w7TlnGVzZ3i+kS149dfItefF0vbkgkdeBcZZX/WXDVszLJe4dqH+nzGxlh3TD3/fm2LdLS7+OXLtOYO2vY2LF9mdx65PSBNw8N3EYDlMTgawRM9aeXHAwPqgpnTp0qIcwv37708k/Pt3330nhqXYpUuXdFmHQX6OJ1Pzhk3dYXvRy8TndktGdDrNO2zRvpYeumn20t3kgg5tQBFtpDyB/uOuJhoa0+KgqMKoLTRuw3mr21Dy501kjuVHb5Elc5Zm7LxqEPzx71zh3FSBU0t7jzhIspUl+0R1dtDqGJ6Lvq2TDwcErAtqZs2aJSp158iRQ6x04gv/fv36dfrjjz/EfZ4/f06DBg2ydNMgE9GvTVcvNtcIvXkRts5TeZLCCizOK5N46e7TV7G07HCEwf+y+uRtKjdyi8kMs8kN7+mfcB+9iKHbRoIoHga6Fx1DU7ZdkUUJkMSBBs9X0dLvZeO6XI/1brNUryXHRM+f/vYtKfvRYc5Bg8zZrOnk3TRh44UUh/JAnT4qmZ38fcyfHfGBnVNegHInCls8pyZ//vx09uxZ2rhxI128eFF3HWcYdnd3162QAteWeBmwfrxg6Tm8xE/m9V5M33GFPiqVgzL6e1P3P4+KpeLrT9+l2e0TehB7LDqm6wk6/mPdJI8f8M8pWtS5gtFtj343TMN47kml0Vvp5NC6lNYnldX/l+5x1j3MYGKvMf8cizS6xJtzFJ3TK5zYZeER2pRoCCvxZObk/Hs8oTTBiqO3dKuWzPX14mOi5zDxfB6uE6atFQauhxcWhIdlEJPeU7yvHFNbuziNkoIaxsFL/fr1xQXUx15FM3libZlcCXlX2s5KWHKcePWTPXspRq07L2r/rOpRWZf7ZqtetmStt4kntbyz98pDURrAGB6+SYzn/nxY0vLEffr/Mgdf262coFt/UvLFD5+8jDXaW8aVz/UrNCcOaFjvpUmX2RvD5TVs6Um6EvXc6scDCAqLaTqE56I5e5xfLNVVWBXUbNmyRVyioqIoPt7wG/ns2bPt1TZQeLE7nlirzRCsvypn8tbLdPjGY5rfsRx99i4Bnr3wapmCg9cne5/kAiljQZApfZaeoAZFstLC/Tdo87l7SbIxm9z/u6COg8c1pxJW81iblDE5iYf8nr+bK6Qf0NhqmA1Znrki9TMra42B+llSFkZJcY2/t1WnXXDUnJphw4ZR3bp1RVDDK5weP35scAHQZ2z+Ck9O5QCAJ7tycGNvxjLgnrn91Kx5OpZ2HE3acknkVdl/9ZHRJcnJqfHLdnJmcDr43zO0/rT1QZQxnKBRy9KEeFdMTLgGsOS9KIc8jJww0mx2anDVfBntsh21sThknDZtGs2dO5fatm3rmBaBqnCF5M3fVDV6W0pzQuyl/MjNYgKvFn9WtjBRpNPSz5u/Dpu/CskROXaSwyucTkcaBnNdFx512P60PUHG8DyeVCZqSIHrKZ87kA7o9WzyCVp/RVtyvTSDGhU0SNAog5iGCmcLMPu+9mrvd/XyYxWgPYKaN2/eGCTeA0hJ7QnG537M3OWcFSz6AY32G+AlE3M57j8zvG9KHjw3fX9T6fydma33g992O21fnLvI08ONutfIY3B9v79OiMnEdQtnpgqhQfRRqey04mik09oF8hOaMbVBUJNkSFhD5G7iG4Z+eRA5GNakMDUsan5JElP/l6W4Zh0kZfFXpy+++IIWLVpk6cMAFGHIqjN22c7igzep/MgtdP6uYUZcplFxnpVxGy7QlfvP6c8DN3RLyv86cksMCXI2YC6FwIkA+Se4riQxjJFA/91i2hQZ++IQmNrL4jaVCklH1mhXKZfJoVdjy9L9vDxkN3xmb/YK3JzSU/P69WtRJmHz5s1UrFgxSpXq/ZJWNmHCBHu2D8DukisRYS/9V5wSP7//+yT926Nykg9wzuarVrXG7xA/Y9/GG5SD0Np2Xp0BnVQKZU1LZ+8kDZ7ljHvslhyK0P3tYaRYb+JAp37hLHT05mOqVTCTwfX8yMTn0J3f1aC7T1+Z7CWW8uTeoGgWGrH2/fDZfz0qm+xR5R4tU8k+wU5BzcmTJ6lEiRLi99On8W0LIDk8bebUrafk6+V680mO3nxC7cOTXm9u9mcwjyVJ6uSibO6EVA8snV8qGtqkMH2//KRuBaHGSFAz9bNS4v1kLABKLI23J+XJ5E9SyJspjW5421iHhSVzyya1Kkm9lx5T3KR6jRQVcd+x+N2wbds2x7QEQIUev3xDjScbfgs7eSv5MhVqIWUCLrXj4RVtBmclHmf9k96e72tSam9PWtipPOUbtE53e3hew+R7PMTj4cBRDUtX75mi/3xkC/BNki/KEn7eHiJtxORtxosHc6JRS+cBqp1dvj7yC3DdunX08ccf22NzAKpx52lCkUx99swTI2f/nbhNfcxM4gfm6Vs3H83pUJYODKj1/koFRjX6X+S1QzRenoano9blQujDktlJafRDo8mtS1L1/Blp7MfFjN4u/k4mlsoVlNqq+UFSU1SVbn1cA2rw4MEUEhJCH374oZhvAwCgX6oB7KdN+ZxUI38m8nR3o2I5Aih3htQUEuSn6ENs7KQelMZbDDN9UCyrxdsrkMXf4UMm7SvlMut+OYNS09wO5ahC7qD3V7qZX+aBj0Hr8iFmtwusGH6KiYmhv//+WxS23L17N8XFxdEvv/xCnTp1orRp0+KYAphZJBPA0ky0aX1T6YZKVn4VLr4RD/wnYVK6kpiKH6Z9Vpr+PR5JPWvltSgo0g8Mfm9Tyro2WfUo87ajH7hZWqvKJ5XhaimwU0/NkSNH6KuvvqIsWbLQxIkTRdHKiIgIUQeqXr16CGgAwKUs+dJ48dPEK3bs5cjgOgaTZN3d3cTfEs7JTNa3dfKZvC0ojZfRibP1i2ShqZ+VpoB3wZs5Ev//2dL5WtpUo9tJTnJDRm5m3L95qfc142yZyqPC1eDO66kpX748ff3117R//35RlRsAwBWt6hFOxXKYl9PE18uDimYPoFOJMjtbI/GcE63Mab1JKn93rShqvBlTt3AWGr/potHbeGLwlm+riWG05FYzOTPdiSWxYXK9LcaeJ/1JyPzriA+L0LGIx/RBUcuH17Sru5hM41llBDW1atUSQ05cxJJLJHDvjL1miwMAyN35n+uLlSbBgX4pzuk4f/eZ+N3NwsKM1uAeG6kkt++UTg9hGdOkuH1vz5SHXux2GrJTl1f2dL5UMTSI0vh4Gg3Y3N4NKW39tnqSFAeHBtYWmbn1a6qBg4KaDRs2iOGmOXPmULdu3ejVq1fUqlUrcRuCGwBQs5oFMokTUUoBDcuR3k8X1Jj6Qu+Tyj3FKuvmsnSOhj25WXHbF5WTJmQ0hYODuoUyU34rJ/86rKcmhUM+6INChvc3eKxbkiBoaONC5O+TSizRtmToDWxc/RQcHEw//vijWPW0YMECun//Pnl6elLTpk1pwIABdPSo44rlAQBIhYMQewYcn5XPaWOL9PYh0w5zbleXaqEG150YUjfJCT+lnqAZn5ehb+uanvLAc3LscQxs7ajJkT5hLk+jFFZsGWsqZ95uXjphnk236mFUOU8GGtv8/TJwcMKS7jp16ogaULdv3xZzbThPTdmyZa3dHACAwy3vVjHJdR3Cc9m5N+T92ZFPtsZOltzzozZJe2DcqH+DgqInQsvevRAty+RINkNvkezmr8hN7W3+KiNjr4a1vaqIOUZNimcjW6T1SUULvyhPLcsGk1J5SBhp25x8L3369CKoOXbsGB06dMg+rQIAcIDSOd+n5zcVsPxorCfBys9oCae76JTTK0ngSBoTE5gdOZxSPDidQeVunsPipRfk1C1k/uozT3MraCYTjJTJFZjidAx7nu/luvJNSmY9izdvmjdpqVSphPwAkZFIuAUAyqB/kmlQJAtVzZcx6X0s2N7nFXPZNN+FV7Zs61udTg+rZ9b9U9qD0SDNTvRP4Po5mbj9PEfEWXjF0dmf6tGZYfWcMnHatmXYtrdPBrGysoMaHlbq0qVLsj0xT58+pZkzZ1KRIkVo+fLl9mwjAIDNsrz7Nq/Pz8vD4ATBOVJssahzeYOgyNuKuTjV8mcUmYK1y3ZtsfrryhYlb+MVXvqFJi0Rr9dtwO13Nj8vzyT/KxeXNNdghwZ/+n84bDdg7uqns2fP0ogRI8Q8Gh8fHypdujRly5ZN/P748WNx+5kzZ0RPzdixY6lhw4Y4uAAgK8aWVv/UtAidvxOd5J6JmbvCs1JYBoO/GxXNSoevPzbSFtO+qh5GlmhcPJvRfDArvqpERbIHWJT+Xz8o8BHLqc0vxhiUWrp8OaZwMr9hTQrTkFVnUryvJSus5LLiVybNSIJLeEjFrK8RQUFBNGHCBLpz5w5NnjyZ8ubNSw8ePKBLly6J29u0aSMyDu/btw8BDQDIknZ0hJPh6U/YNefEYM65I9RI70QqEwnzklM4m2UnhFxG9ntlZEMqFZLeqSfgzlVzU9MS2USpA31STvvg/72dmXWaLNHq3STeKnkzWNEmUr1KiYJ7Z7Kof9PX11dU4kY1bgBQGm2PBWcE5hwxPFzCmW0Tn/SNJXyzaQ6FBY/1tiIIYpzfhBMDaiWXpdeRwz+TPinplH1xocvdlx/QB8VsW2lkCZ74fC86Rpc48OTQupTGy/YhQjVOFNZIGMravPoJAEAJuGQB4yCGf+eARvyd6H6cYO+zCoaVkc0KEdzMP/HY+2Q0r0M5koI5x8WS4S9zTW5dio4MquPURHW/fVoqyWonayYl2+NwDPqgoO0bUSnFBTVTpkyhXLlyifk8XI/q4MGDUjcJAGQuX+Y0NP2zMmbf/4cGhieN+kWsq9Fj70y1phTKltbm4puJda+ZR0w05mMnR87ujcqVIeVs0o72ecWcopRCq7KGQTcoNKhZunQpffPNNzRkyBCRvbh48eKiBhXXowIAMGVjn2qmT/xmnBvrFc5s9cEtlDWt5CUPKoQGGfzNS5+Xd6tEa3pWNvmYzP7eYqLxGGS2FTL5+4jjtbNfDZt6Z6wJXMe3KC5KRvSpnU8MNYJKghqerNy5c2fq0KEDFSpUiKZNm0Z+fn40e/ZsqZsGADLEEzkHNixocSChf039wlmsnmzLJzOuRJ3keonrK/PQW+mc6cWk5EwmTpLa/zm5lsp0SofD8PEKCbKtx8aaVxKXUFj8ZQVKn9rLpn27ArODGq75xCucpPLmzRux/9q1a+uuc3d3F3/zqitjYmJiKDo62uACAK6BE7It6FSeOlc1rD9kbNIpy2niZNWjZh6z9mePPhZbJiRrv8GHZbQsR4z+ajBLOWK+jBoFpfEymFBtPzj+iZl9dG/dukUNGjQgLy8vaty4MTVp0oRq1aol/nYGXkIeFxdHmTMbdgPz3+fPnzf6mFGjRtGwYcOc0j4AkN66XlWowaRdFj2Gh1h2f1+DMqTxNhpcJFdbyFqOiAWWdalIM3ddpW7VLMtzM6xpYYp6FkOdLKiendxKscQQ9yQcp2OD65C7m5skK9NcidnvVh7iuXv3Li1evJj8/f2pd+/elCFDBmrevDnNnz+fHj16RHLTv39/kelYe4mIiJC6SQDgIFzVuKAF81f05UjvZ1HmXWNMDVEVyGpBUjcb9s9ZfEd+WFSs3rL0f//v68rUrGT2JD1dKe2vYFZ/+qRsMPWqldeqNrsSHjoKsDBLszWvmHR234eyWNQPxsM9VapUERfOHHzu3Dn677//aPr06fTll19SuXLlRA/Op59+StmzG75BbMUBlIeHB927d8/gev47SxbjRcu8vb3FBQBcgB2/AOvPs7E1WdpnFXLSq9g4Cs2QhmbsvEIdwnPLOlNtt+phIsty5TwJCdQyGMkUPO7jYlQ9PycudKPRmEgsKxorewG7VA2l6TuvktLZ1K9asGBB+u6772jPnj2iF6Rdu3a0a9cu0ZtjbzzMxeUZtmzZorsuPj5e/F2xYkW77w8AlMVNptvl4auvqucRKftXfBUuyhqYe95Z2Kk8BQf60qIvypOzfF+/AM3pUE43TMITYye2KkEF3pURCM2YmlqUCcYqHJnSWBnV1C6Umf504uvMUew2YyljxozUqVMncXEUXs7NgVOZMmVEr9DEiRPpxYsXYjUUALg2e/ZyWLMp/YeEBPrR7SevTC7n9tUb6uKJyqtP3hG/1020dLxy3gy067uaJDUemuKgbMOZu7oeHHNJvdJL3ZIeW42VW+LXb7iFz60cSZvj2UKtWrWi+/fvi5VYPL+nRIkStH79+iSThwFcUecquWnmrmtSN0N1zA1w9Fe4bP22Gr2N15icp1M2V3pqXiqH6PXgCbocMDx68UZc5yj/a1Wc+iw9IXpdrMH/S9MS9p1WAA6gse5hMhj5dL2ghvXo0UNcAMDQwEaFVBnU8ITVN2/jLX6cHfttzLrXuI+L63739HCn5BYGca/S+Jbv7++MGkYflsxBjYpmS3ECsL3JdfUTL+G/8fAlqY2GXJuiku8BgPnW964iivAp3YhmRax6nC11gfS/tZrzDZaT/Fm66kgKzg5owPk0co0inQSvcACVKpAlLQ1vVpSULls6X7Pup03/Mb9jOSqcLS3Nbl/WLvtXSa+8ZEoEpyM5wvPqOFLGVRYPP61atcpkdyoXmcyTJw/lzm15EicAsN6sdobFGqvnz2hztlg5mPRJCaMfkDULZKKt5w1rvml7VKrmyygu9iKHZdZKNrhxIcoa4CNWfYF9jWtRnDrMOWRw3fiWxanrwqMpPpafj/9O3FbdU2JxUNOsWTPxJk/cxaW9jn9WrlyZVq5cSenTp7dnWwHAiA7huahWQcPJ8j7vJnQoefjp3+7hVCxHAO25/DDJbcbqKYE8pfVJRd/UzU9yo4ZgtUb+THRheH2q+csOinzyyuyK8r+3KUX1CmdRZVBj8fDTpk2bqGzZsuKnNlMv/16+fHlavXo17dy5kx4+fEh9+/Z1TIsBwICxngxrltE2LGo8iaVUigenS/iyZOR/MXY+smeFa4Oqyi5ygnQ1biZy9OiXy1ACc0pVJNawaFazyzXM/NywF1h1QU2vXr1EtWyu+8TlEvjCv48bN4769etH4eHhIn8MBzoAII14zfuT7bd18okggJcPHxxQi1Z/XdnoY4Y2LkyDGiVf0doWtQtmstu2jH0gc+Vpe+EaPVp+3raVTwDl4GzKhwbWkroZshKigAnw+iz+FLhy5QqlTZs0oRRfd/VqQorlvHnzigKUAOB4lcKCklynnx/l61p5xUWLixca4+ftSV9UCaXha845pJ01C2SmP9qVpVdv4mju3us0Zr3xQrTm9ETxt1M+Ab2MeUvz9t2w+5AUrxIa/VFRUd4gk79PivdHP416KLHXzZErnjRW9PpKeQgt7qnhUgXcI8NJ8LT4dy6XwMNS7NKlSxQcHGzflgJAEnPal6U6hd7Pp+ETMRd1HNCwgGyXgvp6eVDrciHi9yxpUw4YjFXJzpzWRwwVDGuqt9zbzh+kn5QLSbZOE4C6uNltS2VyBZJigpo//viDrl27Rjly5BArnfjCv1+/fl3cxp4/f06DBg1yRHsBFCFx1eLQDKntst3A1F7kpXeSr1Egoaig/ol4Xa8qlDXAvGXQpULeL7d15ipMrlZ8amhd2vldjRTvWz53INVONBG6R808DmwduALXzuaSYEe/6pQSa+aqSTmR3+KgpkCBAnT27Fn6999/qWfPnuLCy7zPnDlD+fLl062Qatu2rSPaCyB7nAK/ew3Dk+7WvtXp+uhGNm/bx9Od0vrab+5It+p5JMst4e+TSgzzmJrjo+Xu7kZ/6C1Z52XqaYzMn5Fy0ECBIxagIun83pfosETOoKRftuz1BUwRQU1sbCx5enqKoKZ+/fq6oKZevXrk7o48fgDsr66VTGZu3dinKv3ctLDZB+rDktnpwID3ExcT4g7bzqD6wYsc8tgUkUEbwLX0qZ1PVfOgfmtdUvS6zrFDwslPyil76ohFkUiqVKkoJCSE4uLiHNciAIVpVDTlvBBa+TL7U9uKucy6Lw+5/K9VCTF/xJ6UUDX584o5LX5MWhvKIthKTSdIV9Crdl6DJy1vpjSkZGEZ09CKr8LFcLT1NKrohbS4e2XgwIE0YMAAevTokWNaBKAwGf2N57WwdVjZ2IeJPYaIDHKw6O8j0bZL50xP/3xVyaJtcybf3d/XsOnDcVOfqmJ5uSmJtzPqo6LUtVoYlZQwHX/JECQaVTKlnbjBNIsH5ydPnkyXL1+mbNmyUc6cOSl1asPxt6NHU07PDODMujPHI544dB996uQTS5QTC82Yhi5HPbd7L4s9P4C1mYeZp4fhhluWyWHxybpdxZyUI/37vBbcVksDsbyZ/ZO9PfH2Pn23kkoKm7+pRjsv3qc2FaRrA9jfyu7hdPj6I4elN5AzN70urK+qh5FLlEkAkLsTQ+rS6pO3qUGRrFTqZ8cmguRq0P/1qEwTN1+k4R9aV1Fai5c4341+LX7383JM0rdcehMBeRXSsCaFRa+SLcnrimRPS+fvPKPyoUlz5vCS872XH1BDM9K3K02eTGnEBZTHLYUvQ3xxxaBGX796+emSnb+YOZrFn2JDhgxxTEsAbMRDEHyCKREcIAKNNuUT5mVk8vc2mXDOXormCKBZVkzSS+XhJnp6xq6/kGS+S/8G77P79qyVl37dcol+alqEBq08bVNb+djs/aGmLkFfu0rG5/iUtSDXxKrulelNXLxum19Uzk1/7L5GgxoVoo7huehtvMZovhlrYKgA7EHjoBIbyuWW9Bo3645MgSxJE/Q6i1WfMk+ePBE5afr376+bW8PDTpGRkfZuH4DZeLjk49I5KE8mw+GLTX2qyfYocjr+zlVCjQ6tZAl4P0H4mzr56PSweqIInT1kS+crct4Yc+LHurT122pi+MwcP35QSCy71s9iPLBRQTG3plPl3OKDMaWApu67BILlcpsOpPibM2tRRtmrMwDkXNrALVEUo7HjPENZ9tScPHmSateuTQEBASLhXufOnSkwMJBWrFhBN2/epPnz5zumpUBDGxeiof+dxZEwwdRJmIdY7KFHjTwUHOhL3y8/pbtufe8qNm2Th2b0T/jJfYAYy83iCHy8LDlmHSsnzbrLgYz+3JqUjG9ZnNadukt1Cxsm2dO3qHN5OnfnmaQTgkE91Nw3s6BTOao2bju5Iot7ar755htq3769KIXg4/P+m2TDhg1FhW5wnOr57VcQUE70M+Q6E9cOMte8juWob7381KpsiMEy0OS6Wc350PxEb3vmcnaSPGcl4mtZNjjZJGJ+Xp5iRRb3CgGAfSt3q4XFZ5NDhw5Rly5dklyfPXt2unv3rr3aBYmYWyZeiU4OrUsZ0iSfEbNeMt/grcW1g5Z3q2jWfXMa6c61R2yROGeleQGLCqMaAAlhnpZpbmoPary9vSk6OjrJ9RcvXqSMGTOSKzKnKJ+tOKaJs/NX9NoF5dHzw3MxpOqtMectO6dDWYMVQ/YsAFlQwgl1AADGCs4qmcVnkiZNmtBPP/0kSiZox855Ls33339PzZs3J1c0oNH7VSqO0r5SLsqezrwiheb6o53tKbWdxV6rEzKk8aYCWfxpfIviSW7rXiOMLg5vQJM+KWFwfQ0Tw34aG3unDg6oRemTTNbVuOTwE4Cz6ReCdSXFU5iT1rxUDqoYGkTf1c9PLhHUjB8/XlThzpQpE7169YqqVasmKnX7+/vTiBEjyBWldkJkWz53kMHqEiWpEBoomw+YkEBfWt+7KjUvnSPJbTULZBY1m5qWyG7WtlJ7WT9xN61PKspkZQ8fYhoAsJZbCrfzeWbxlxXoK71it6oOanjV06ZNm2j16tX066+/Uo8ePWjt2rW0Y8eOJNmFwX6c/aWibQXLa+8Y45vKQ0T+KbHHUI6t0pu54uf3NqVEb8//WiXt7bH1OTPnMHxSNtjsYNHRvE0U7gQAdZwv3BTWoWX1V83w8HBxAXWqWSATLdh/w+btcM+Hpb0wRwfXoc9nH6DTkUnnbunz9/ak/QNq0aMXb6zOhqvftNxG5s0Uy5G0gnTDolnFJSWV82Ski/eeW1yY7uGL5OuqcbI+ztxbJqf09YZsyUIMAI6h0ag/eDHFrK9ZS5YsMXuDERERtGfPHlvaBHJgpxd4waz+5u1O7x3FSeGWd6tEO/pVT/Yxp4bVEyfV4EA/k4nkbMVVta2VOa35Caj4/+1ZMw91CE+5gjfntamWLyMCCgAzmfO+chVuKglebApqpk6dSgULFqSxY8fSuXNJa2E8ffpUDEG1bt2aSpUqRQ8fPnREW8GJ7PW6H9u8eIr5X0zlWcgZ9L7nJCyTY4Y25fL+5vwr39TNb7dSAs7SokzKQ4sAUhvQsKBs3/vOVix70t5nNeW8MavvmOfLrFq1in777TdRGoHnzmTOnFkk33v8+LHIT5MhQwaRlO/06dPiNlfijMjX2dG1rRN3uSeBh55Cgvzo1uOXRu/j6e4m7mfNG8teabhN9dJqq0uH50laoBHe+7aOMldIgGtR2pcFR/qufgGL7s894dzTxQkyuf6c3HlaspSbLw8ePKDdu3fTjRs3xOonDmZKliwpLu6JM4m5CBnMcbWYdrKpvmOD61DJnzdRu4o5KZWNyf70e2AqhgVRjfwZaduF+wb3qV3Q+uDXEbkI9QM5LvjIc3pqFbA+l481cSEfK15NVzBrWkUkhOTAFUDp1La8283NdI+wNfPghjQuLH7qBzWz2pWhTvMOk9xY/N9xENOsWTPHtAac9qYztjnOmXJ9dCPx+97LD+y4LzfqUi1MF9Q0LJqFyuQMNLqs2tlMHdWsAb7i4mz8gXPsx7qierfcyb+FAKAvna996uCxnEHWF810JHzNsgNnBPkVcqtnGCSTv48oghhgwRuMq0obW4mkxoSB1qwYk4ICmghg1utX7S/laZ+VonK5A+nnZkVUNeJgDNZj2oEzXgz2rv3k7Bewmw3DWAeuPqQPS2YXZR1K/LTJzi0DAFC3+kWyiosrQE+NQpj6Vty3bj5SM55IzBPbOKjTr+Bs7cQ/Z/aAFMom/3kxcihdASA1lXRS2EQtPa8IahT2Ykicb6Fz1VCXegH/+mlJUQNrapvSdtmeI4Oc8DwZaHLrkrShd1VSJYW+hgDUzk1Fe3F4UPP69WuTt925c8fW9oCZs9Bt/bbcs1Zepx5rewUPTYpnoz0/1KSiCplf80GxbJQ/i/UJ/ORMnh9pAObR/+zEa1k9LA5qOLne8ePHk1y/fPlyKlasmL3aBYl42LlHQYqVPXIghxpTaqHU3j4AUC+Lg5rq1atThQoVaMyYMeLvFy9eiKR7bdu2pQEDBjiijS7v5NC65O6IxCzJ0dvdpE9K2HV+CQILdcCcGgDXFWDH5eGSBjW///676JWZOHEiValShYoXLy56bg4ePEh9+vRxSCOvX79OnTp1oty5c5Ovry+FhYXRkCFD6M2bNyQHRSxMO22ptD7SvnhCAm3PR5BGpoUP0dkAAOh1tBxndeecY6qYKNygQQP66KOPROHKmzdvil6bIkVMr3+31fnz5yk+Pp6mT59OZ86cof/97380bdo02fQMcd4VzkB7Ykhdu2+7St4MsnozpvNLCLCK5wigTX2UNwFWCflflMLZnYcAjqLmj4WO4bkdOmdQbiz++nzlyhVRuJLrPW3YsEHUheLyCb169aIRI0ZQqlT271WoX7++uGiFhobShQsXRKHNX375heSAk8M5wnwTBR9Z1gAfg7+HNi5EU3dcoWFNClPXhUcd0p7tfavTymOR1Lh4NgpK4223wELNHyoAID/6nzlqnmqXJ1Mah21bjsfN4qCmRIkS1KhRIxHQpEuXjurUqUMNGzakzz//nDZt2kTHjh0jZ+DK4IGBgcneJyYmRly0oqOjSWmMBQDlcgXSweuPqGUZw/pNZXMHUnsHRuWMc8XYug/MqVGHAgqoTwXg6jQuloXHqjk1S5YsEQGNVqVKlUQwwyujnOHy5cuiYniXLl2Svd+oUaMoICBAdwkOTlrEUYnmdChLf35Rnr6umccp+3PGW0KbvtvZS83Bcut7V6FPy4WIHDwAaoCeYrLb/MJFncuTooIaXuVkjL+/P82aNcuibf3www+iJyK5C8+n0RcZGSmGolq0aEGdO3dOdvv9+/cXPTraS0REBKkBFz3kxG6eHu4GL0Qlr0apkT8TnfupPn1Tx7EZkhP3EuHDzHIFsqSlUR8Vddm0AABK4ubA84KxXqDUXtIuCrF47/Pnzzd5GwchpoIeY7799luxHDw5PH9G6/bt21SjRg3RMzRjxowUt+/t7S0uclA1X0baeTGhSrWauhl5jk31X7bbZVu+Xh7kKD9+UIh+23qJRn5U1GH7AACQG42TzwtSf1G0OKjhCcH6YmNj6eXLl+Tl5UV+fn4WBTUZM2YUF3NwDw0HNKVLl6Y5c+aQu7uyKjyUCknn8KDGUdF9cpPBcmVIbfG2pRjh5argXGICq58AQPXcpNu11JOHLQ5qHj9+nOS6S5cuUbdu3ahfv37kCBzQcNK/nDlzitVO9++/Dw6yZJHfOnljlDw0pBYIaADA6GcDPp9Vwy6DX3nz5qXRo0fTZ599lmQOjD3wqiqeHMyXHDlyKHYlDed4efIyVvIT9bcOnreSEjmFd/gwS1nJkHR07OYTJzwbAM6j/9mp5hVCGvX+a0bZbQzH09NTzHlxBJ53w8GLsYtS8JvG0ZmBzT0cX1u4wsgeGYXlytNDTiGWPOEIgRqFBL6f6O7t6bj5fFKrXTAzuRKLe2pWrVpl8DcHFlyde/LkyRQeHm7PtqmOM78NVAwNon1XH+r+Tu3lQS/exFmdDnv115XFqit7kFMoWiCLPzUokoUy+ctjQjkAOIerVOn29nRXdC0nS1l8lmrWrFmSLjye7FuzZk0aP368PdsGZjD1Zkyl90L+pUVxuhf9msZtuGD2MU08quXo+lZS4dfv1M9KS90MWcNcJFCjnEHq7YF2syBM44LFD56/odCMlmceluNgicVBDddgAmX5uHQOmr7jitTNAACQDU70OX3nVXJ1TUtkJzVR1rpoMJuPmV2O9jC7fRlRrTWDlbWgQN6UNHcNwFz2Gk6XI42sBvmdy6xn9ZtvvjF7gxMmTLClParFXXvOPDcM/qAQXbn/XORnYZbu2sOCEsw1C2QWlzoTdtCD5+9rbQEAKIHUCeMcyU3F/5vVQY25RSox9p5Un9r5yM/Lgz4ompXGrj/vtBdscKAfbfm2utXbLRWSnsrlDqTcQeYn1+tXLz99ueAIta2Q0+r9gvzgfQ2gXBoX67QxK6jZtm2b41uiUr1q53VaxJzci9fSFzb31CzrUtGix9QtnIWODa4j8vEAAIA03FS9nit5Zk+8uHr1KsbWIUXpU3vhmz0AKEKF0EDxs0159C5bQ6PkoIazBuuXJ2jVqhXdu3fPUe1SrDI505u8rV3FXCQVOU0cc7XuUACQp/kdy9PGPlWpaYlsUjcFnB3UJF4BsXbtWnrx4oW92qEaizpXMHlblbzmFe+0BOY7gKO5bkc2qJ2Xpzvly+xv8nM0b6aE3C1Izqkc6l3TJuGbxCeVO72OTZrPJ/H7huetxMVrnNIbg94RAADLzG5flqbvvEKdKofi0Kmtp4Yj2cTRLHoJbJMlrQ9VyZvBxq0AAIAj8CrS4c2KUu4M5q8ClRsNuRZPS4afuLCkt3dCgrXXr19T165dKXVqwyd7xYoV5OrkOPO8WA7pyxx0qRpKiw/epG7Vw6RuCgCAarnJ7xQkv6CmXbt2Bn9/9tlnjmiPqmVP974qrLNfeDyfZ9pnpShPJn+SSv+GBen7+gXI3YLEfiA9V/6ABACVBjVz5sxxbEtcJC33wYG1qNyILQ6Z65LStuoXyUpSQ0ADAKD+1b5SQe0nJ8vk7+PsXQIAANhdtkSjD3KAoMYBCmSVZogHwwQAAODKENQ4wJTWpahVmWBa16uKopLiARjzU9MiODAAoAjIU+OgLrkxHxdL8X4FsvjTq9g4u+0XuWjAEQpmTYsDCwCKgJ4aCaztWYU+r5iTRjdPOfABAAAA86CnRgKFsqXVdemjdwUAAMA+0FPj4tpWSKhO+2m5EKmbAgAAdqZxsW/O6KmRkWVdKtKY9edFPuLDNx5b/HhrXrpDGheiZiWzyyLjMAAA2M5NwoMYmlHakhLoqZFYloD3eWvK5Q6k5d0qieEpZ/H0cKfSOdNTKg+8FAAAwDb+PqlISuipkdjAhgXpdWwctSwTLHVTAAAAFA1BjcSC0njT721KS90MAAAAxcOYg4q42oQwAABInsbFDhCCGgAAABVxc2LNnPEtipOcIKgBAAAAqzQvnYMCU3uRXCCoURFX62YEAICkNC48FQFBDQAAgEq5kWtBUCNDrvYiBAAAsAcENQAAACqlIdeCoEZFXHgYFQAAJFj9JPZH8oGgBgAAAFQBQQ0AAACoAoIaAAAAUAXFBTUxMTFUokQJMWZ4/PhxqZsjK0EySoAEAADS07jYXEvFFbT87rvvKFu2bHTixAmpmyIbMz8vQw+fx1CuDKmlbgoAAEjMjVyXooKadevW0caNG2n58uXid0hQp1BmHAoAAJCEkxdbqSOouXfvHnXu3JlWrlxJfn5+Zg9V8UUrOjqalCBDGm+pmwAAAKA47kqpY9G+fXvq2rUrlSlTxuzHjRo1igICAnSX4OBgUoIvqoRSk+LZaErrUlI3BQAAQDEkDWp++OEHMeE3ucv58+fpt99+o2fPnlH//v0t2j7f/+nTp7pLREQEKYGvlwf9+mlJalQsq9RNAQAAhfHweD8e5Okuo7EhtQ8/ffvtt6IHJjmhoaG0detW2rdvH3l7Gw7LcK9NmzZtaN68eUYfy/dP/BgAAAA1S+uTirpUDaW4eA2ld7FVsZIGNRkzZhSXlPz66680fPhw3d+3b9+mevXq0dKlS6l8+fIObiUAAICy9G9YkFyRIiYKh4SEGPydJk0a8TMsLIxy5MghUasAAABAThQxURgAAADkyo3kQhE9NYnlypVLrIgCAAAA0EJPDQAAAKgCghoAAABQBQQ1AJCi4sHpxM/KeTLgaIEilc8dKH7WyJ/yiltQLkXOqQEA55rVrgz9e/w2fVQyOw49KNL0tqVp3em71LAokpqqGYIaADCrHlmnyrlxpECx0vl50aflDNODgPoKWmL4CQAAAFQBQQ0AAACoAoIaAAAAUAUENQAAAKAKCGoAAABAFRDUAAAAgNXalE9YVRaeJ4ikhiXdAAAAYLUeNfJQ+dxBVOJdkk4pIagBAAAAq3l6uFPFMOl7aRiGnwAAAEAVENQAAACAKiCoAQAAAFVAUAMAAACqgKAGAAAAVAFBDQAAAKgCghoAAABQBQQ1AAAAoAoIagAAAEAVENQAAACAKiCoAQAAAFVAUAMAAACqgKAGAAAAVAFBDQAAAKgCghoAAABQBQQ1AAAAoAoIagAAAEAVENQAAACAKiCoAQAAALOl8nAjuUJQAwAAACma074shQT60eLOFUiuPKVuAAAAAMhfjQKZxEXO0FMDAAAAqoCgBgAAAFQBQQ0AAACogqKCmjVr1lD58uXJ19eX0qdPT82aNZO6SQAAACATipkovHz5curcuTONHDmSatasSW/fvqXTp09L3SwAAACQCUUENRzA9OrVi8aNG0edOnXSXV+oUCFJ2wUAAADyoYjhp6NHj1JkZCS5u7tTyZIlKWvWrNSgQYMUe2piYmIoOjra4AIAAADqpIig5urVq+Ln0KFDadCgQbR69Woxp6Z69er06NEjk48bNWoUBQQE6C7BwcFObDUAAAC4TFDzww8/kJubW7KX8+fPU3x8vLj/wIEDqXnz5lS6dGmaM2eOuP2vv/4yuf3+/fvT06dPdZeIiAgn/ncAAADgMnNqvv32W2rfvn2y9wkNDaU7d+4kmUPj7e0tbrt586bJx/J9+AIAAADqJ2lQkzFjRnFJCffMcHBy4cIFqly5srguNjaWrl+/Tjlz5nRCSwEAAEDuFLH6KW3atNS1a1caMmSImBfDgQyvhGItWrSQunkAAAAgA4oIahgHMZ6entS2bVt69eqVSMK3detWMWEYAAAAwE2j0Whc5TDwkm5eBcWThrn3BwAAANRz/lZMT409aOM35KsBAABQDu15O6V+GJcKap49eyZ+Il8NAACAMs/j3GNjiksNP3G+m9u3b5O/v7/IcSP3qJSDL86tg6Ey+cDzIl94buQJz4t8RSvoPMOhCgc02bJlE9UFTHGpnho+EDly5CAl4Rea3F9srgjPi3zhuZEnPC/ylVYh55nkemgUVSYBAAAAICUIagAAAEAVENTIFGdQ5mSDKPMgL3he5AvPjTzheZEvbxWeZ1xqojAAAACoF3pqAAAAQBUQ1AAAAIAqIKgBAAAAVUBQ40CRkZH02WefUVBQEPn6+lLRokXp8OHDutt5OtOPP/5IWbNmFbfXrl2bLl26ZLCNR48eUZs2bUQOgXTp0lGnTp3o+fPnBvc5efIkValShXx8fEQipbFjxzry31K8XLlyieSLiS/du3cXt79+/Vr8zs9bmjRpqHnz5nTv3j2Dbdy8eZMaNWpEfn5+lClTJurXrx+9ffvW4D7bt2+nUqVKiUl4efLkoblz5zr1/1SauLg4Gjx4MOXOnVu8H8LCwujnn382SIuO94x0OPFZ7969KWfOnOL5qVSpEh06dAjPjRPt3LmTGjduLBLQ8WfWypUrDW7XOPGc8tdff1GBAgXEffjctnbtWpIFnigM9vfo0SNNzpw5Ne3bt9ccOHBAc/XqVc2GDRs0ly9f1t1n9OjRmoCAAM3KlSs1J06c0DRp0kSTO3duzatXr3T3qV+/vqZ48eKa/fv3a3bt2qXJkyeP5tNPP9Xd/vTpU03mzJk1bdq00Zw+fVqzePFija+vr2b69Ol4Wk2IiorS3LlzR3fZtGkTnzU127ZtE7d37dpVExwcrNmyZYvm8OHDmgoVKmgqVaqke/zbt281RYoU0dSuXVtz7Ngxzdq1azUZMmTQ9O/fX3cffr79/Pw033zzjebs2bOa3377TePh4aFZv349nhcTRowYoQkKCtKsXr1ac+3aNc1ff/2lSZMmjWbSpEl4z8hAy5YtNYUKFdLs2LFDc+nSJc2QIUM0adOm1dy6dUvcjs8zx+PPmoEDB2pWrFghPrP++ecfg9tHO+mcsmfPHvF5NnbsWPH5NmjQIE2qVKk0p06d0kgNQY2DfP/995rKlSubvD0+Pl6TJUsWzbhx43TXPXnyROPt7S1eRIxfLPzCPXTokO4+69at07i5uWkiIyPF37///rsmffr0mpiYGIN958+f30H/mfr06tVLExYWJp4Tfg74zcknVK1z586J52Hfvn26DxZ3d3fN3bt3dfeZOnWq+IDXPg/fffedpnDhwgb7adWqlaZevXpO+7+UplGjRpqOHTsaXPfRRx+JD1eG94x0Xr58KU5iHHDqK1WqlDjJ4rlxvsRBjTOfg5YtW4r3q77y5ctrunTpopEahp8cZNWqVVSmTBlq0aKFGJ4oWbIkzZw5U3f7tWvX6O7du6J7UD8FdPny5Wnfvn3ib/7J3YO8HS2+P5d7OHDggO4+VatWJS8vL9196tWrRxcuXKDHjx876t9TjTdv3tDChQupY8eOojv3yJEjFBsba/C8cBdrSEiIwfPC3a2ZM2c2OOZcR+XMmTO6++hvQ3sf7TYgKR7O2LJlC128eFH8feLECdq9ezc1aNBA/I33jHR4aJWHB3moQR8PcfBzhOdGes58DvbJ+PMNQY2DXL16laZOnUp58+alDRs2ULdu3ahnz540b948cTu/+Jj+iVH7t/Y2/skBkT5PT08KDAw0uI+xbejvA0zjMeknT55Q+/btdceM38z8xk/ueUnpmJu6Dwc+r169wlNixA8//ECffPKJCCJTpUolvgjwHA4e/8d7RlpcBLhixYpijhMXBeYAh78M8Enszp07+DyTAWeeU+6auI8czjkuVdDS2RXBORoeOXKk+Js/oE+fPk3Tpk2jdu3aSd08eGfWrFmiJ4An3oG0li1bRn/++SctWrSIChcuTMePHxdBDT83eM9Ib8GCBaJHM3v27OTh4SEmwX/66aeidxNALtBT4yA8+7xQoUIG1xUsWFCsmmFZsmQRPxOvquG/tbfxz6ioqCTdwDx7Xf8+xrahvw8w7saNG7R582b64osvdNfxMeMhKe69Se55SemYm7oPrzjgLntIileQaXtreHivbdu21KdPHxo1ahTeMzLAq9F27NghVspERETQwYMHxVBtaGgoPs9kwJnnlCwm7iOHcw6CGgcJDw8XY5D6eK4AL4dkvGyVXwA8h0CLhyZ4XJO7eRn/5JOr/jehrVu3il4gHifV3oeX+fGHi9amTZsof/78lD59ekf9e6owZ84c0RXLS7O1SpcuLYY+9J8Xfh45GNV/Xk6dOmXw4cDHnAMWbSDL99HfhvY+2m1AUi9fvhRj+/q4R4Bf7wzvGXlInTq1+NLG8yt4aL1p06Z4bmTAme+PinL+fJN6prJaHTx4UOPp6SmWqfLyxz///FMs8V24cKHB8rt06dJp/v33X83Jkyc1TZs2Nbr8rmTJkmJZ+O7duzV58+Y1WH7Hs9t5+V3btm3F8rslS5aI/WBJd/Li4uI0ISEhYlZ/Yrykm2/bunWrWNJdsWJFcUm8pLtu3bqa48ePi2XaGTNmNLqku1+/fmL11JQpU7CkOwXt2rXTZM+eXbekm5et8lJ5XkmG94z0+HXOK2X4tb1x40axLJhXvLx580bcjs8zx3v27JlII8EXPn1PmDBB/H7jxg2nPgd79uwR57dffvlFfL7x8n4s6XYB//33nzj58ZK6AgUKaGbMmGFwOy/BGzx4sHgB8X1q1aqluXDhgsF9Hj58KF5wnK+Dlwx36NBBvLD1cT4CXj7O2+CTAr+wIXmcM4g/FBIfb8YfAF999ZVY1shv5g8//FDks9F3/fp1TYMGDUT+Bj7xfvvtt5rY2FiD+3DemxIlSmi8vLw0oaGhmjlz5uBpSUZ0dLRYXs8BpY+PjzhmvFxYf2kp3jPSWbp0qXhO+PXMS4e7d+8uToB4bpyHP1P4cyvxhb8QOPv9sWzZMk2+fPnE64HTV6xZs0YjB6jSDQAAAKqAOTUAAACgCghqAAAAQBUQ1AAAAIAqIKgBAAAAVUBQAwAAAKqAoAYAAABUAUENAAAAqAKCGgAAAFAFBDUAKuDm5kYrV64kOatevbqouu0MgwcPpi+//NIp+1KaadOmUePGjaVuBoBDIKMwgEy1b9+e5s2bJ3739PSkwMBAKlasGH366afiNv3ij3fv3hXF5ry9vUmuuBIwFwv19/d36H74WOTLl08UHdUWkNXat28fVa5cmerXr09r1qwhZxs6dKgIPo8fP05S4Sr0XPxwyZIlVKVKFcnaAeAI6KkBkDE++d65c4euX79O69atoxo1alCvXr3ogw8+oLdv3+rux9V5pQxo+ESZEg7KHB3QsD/++IMqVaqUJKBhs2bNoq+//lpUIb59+zbJlX6FZHvz8vKi1q1b06+//uqwfQBIBUENgIxxoMIBS/bs2alUqVI0YMAA+vfff0WAM3fuXKPDTxxg9OjRg7JmzUo+Pj7i5D5q1CiD+06dOpUaNGhAvr6+FBoaSn///bfBfiMiIqhly5aULl06EYw0bdpUBFZa3FPUrFkzGjFiBGXLlo3y588vrv/9998pb968Yr+ZM2emjz/+2OTw0+PHj+nzzz8XPUx+fn6iPZcuXdLdzv8f73/Dhg1UsGBBSpMmjS7ISw73QBgbXnn+/DktXbqUunXrRo0aNTI4fmz79u3i2GzZsoXKlCkj2sTB0YULFwzuN3z4cMqUKZMI0L744gv64YcfqESJEgbbKVeuHKVOnVq0Pzw8nG7cuCH2N2zYMDpx4oTYD1+0bdA+J02aNBGP4+PK+LqwsDARiPAxXrBggUFb+HHTp08XQS63l48T90ZdvnxZHG/eFv8PV65cMXgcH59Vq1bRq1evkj2WAIojdUVNADCOK+82bdrU6G3FixcXVcK1+K38zz//iN/HjRunCQ4O1uzcuVNUE9+1a5dm0aJFBvcNCgrSzJw5U1TwHTRokMbDw0Nz9uxZcfubN280BQsW1HTs2FFz8uRJcX3r1q01+fPn11XM5rZxld+2bdtqTp8+LS6HDh0S2+F98X6PHj2qmTRpkm6/1apVE1W4tZo0aSL2w+08fvy4pl69epo8efKI/TOuap4qVSpN7dq1xbaPHDki7s9tMYUrELu5uWn279+f5LZZs2ZpypQpI37/77//NGFhYaKqceIKyOXLl9ds375dc+bMGU2VKlU0lSpV0t1n4cKFooL47NmzxbEbNmyYqHTMzwfjSu0BAQGavn37ai5fviyO3dy5czU3btzQvHz5UlRz54rGXPWdL3yd9jnJlCmT2O6VK1fE/VesWCH+/ylTpoh9jR8/XhzfrVu3GjyXXEWZK2jzfZo1a6bJlSuXpmbNmpr169eL/VeoUEFTv359g2Px4sULjbu7u/ifAdQEQQ2AAoOaVq1aiRO8saDm66+/Fic1/RO2Pr5v165dDa7jE3m3bt3E7wsWLBABjP7jOZjx9fXVbNiwQde2zJkz64Ictnz5cnGCj46ONrpf/aDm4sWLoh179uzR3f7gwQOxj2XLlumCGr4PBwdafILn/Zpy7Ngx8ZibN28muY2Dk4kTJ+qCjwwZMhic1LVBzebNm3XXrVmzRlz36tUr3XHq3r27wXbDw8N1QQ0HVXx/DoqMGTJkiO6++vgxvXv3TtLezp07G1zXokULTcOGDQ0ex0Gp1r59+8R1HMBpLV68WARiiaVPn14EXABqguEnAAXi8xkPPRjDQ0M8EZWHK3r27EkbN25Mcp+KFSsm+fvcuXPidx4e4eELHl7hIR++8BDU69evDYYxihYtKoZFtOrUqSOGung4q23btvTnn3/Sy5cvjbaR98WTn8uXL6+7LigoSLRZ2w7GQyo8/KLFQ2pRUVEmj4t2OIWHv/TxENLBgwfFJGvG+27VqpWYY5MYT8bW3x/T7pO3w0NL+vT/5uPEx79evXpiiGfSpEkpDpdp8ZCXPj4OPHSlj//WPz6J28tDftrnRv86fu6io6MNHsdDj6aeHwClQlADoEB8YuMVLMbw3Jtr167Rzz//LE7yPDdGf25LSnjuSenSpUVgpH+5ePGimGCqxfM19HEQdPToUVq8eLEIBn788UcqXrw4PXnyxOr/k1dL6eNALqGDwrgMGTLo5uvo4+CFJ1bz/B8OaPjC81WWL19OT58+NblPbeAYHx9vdpvnzJkj5rXwXBaew8Mrsfbv35/i4xIfT3MZa685/wOvRsuYMaNV+wSQKwQ1AAqzdetWsVy5efPmJu+TNm1a0RMxc+ZMcWLlkzefxLQSn2T5b55kqg2KeMIuT4bNkyePwSUgICDZtnGwULt2bRo7diydPHlSTC7m9ibG++Ig48CBA7rrHj58KHpCChUqRNbiXh3+38+ePau7jvczf/58Gj9+vEGQxj1SHORwEGYu7kk6dOiQwXWJ/2YlS5ak/v370969e6lIkSK0aNEicT33bMXFxZm1Lz5Ge/bsMbiO/7bl+Ghxjxv33nA7AdTEU+oGAIBpMTExIu8Knwjv3btH69evFyuZeLULrxwyZsKECaKnhE9YnMvmr7/+EiuoeCWOFl/Hwx2cs4WHiXhoRjsU06ZNGxo3bpxY8fTTTz9Rjhw5xOqdFStW0HfffSf+Nmb16tV09epVqlq1qljRtHbtWtE7oF0ZpY9XSPH2O3fuLFbvcC8PryLiVV58vbX4/+Wgavfu3WJ1lrZd3HPTqVOnJEEZB4b8f3ft2tWs7fNycG4zHzttTwwHbzzkxriHbMaMGWIVEwdMHKRxgKh9rnLlyiXuw0EVH0f+v00txe/Xr5/oZePnkf+n//77TzwHmzdvJlvt2rVLtFl/aA9ADdBTAyBjHMRwgMInQ17OvG3bNpFfhJd1e3h4GH0Mnyi5p4RPvGXLlhW9JRxg6Cfr46XFvPSZ52NwLwb3Vmh7AHgeC+dxCQkJoY8++kj0GHBAwN/suRfEFA6a+KRbs2ZN8RjOXMvbLVy4sMlhGh7m4gCN5/TwsBK3M/GQk6V4mTX/b9rhFg5aOCgw1svEQc3hw4dFYGIODvi4B6Zv3766YT6eQ6Odw8PH7vz582K7POzEWY27d+9OXbp00e2Pn0fON8RDP8n1EnFQxnNyfvnlF3EMOfjjY8ZLtW3F++XgDEBtkFEYwMXwHIt//vlH15OhNhwc8QTkPn366CYGOxJPkOaesMQ5ZOTqzJkzIvDkOVIpDScCKA2GnwBAdUEbDwHxvCN749VC3APFq5u4p4x7PHg4aNOmTaQUvBqLe+cQ0IAaoacGwMWovafGkXg1GS/VPnbsmBiO4/lCgwYNEsN0ACA9BDUAAACgCpgoDAAAAKqAoAYAAABUAUENAAAAqAKCGgAAAFAFBDUAAACgCghqAAAAQBUQ1AAAAIAqIKgBAAAAVUBQAwAAAKQG/wc1r/vCuzb01AAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I.fits is plottable.\n", + "\n", + "Reading ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV.fits.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV.fits.fits is plottable.\n", + "\n", + "Reading ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV.fits is plottable.\n", + "\n", + "Reading ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits\n", + "Failed to read ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits: spec_axis does not have unit: []\n", + "\n", + "Reading ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits\n", + "Failed to read ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits: spec_axis does not have unit: []\n", + "\n", + "Reading ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n", + "WARNING: FITSFixedWarning: The WCS transformation has more axes (3) than the image it is associated with (1) [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV.fits is plottable.\n", + "\n", + "Reading 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV.fits\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Try Smoothing\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV.fits is plottable.\n", + "Total plottable files: 11\n", + "Total failed files: 2\n", + "failed_files: ['ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits', 'ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits']\n" + ] + } + ], + "source": [ + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "\n", + "for filename in file_list:\n", + " if filename.endswith(\".fits\") and \"Xshooter_VIS\" in filename:\n", + " file_path = os.path.join(path, filename)\n", + " try:\n", + " with fits.open(file_path):\n", + " print(f\"\\nReading {filename}\")\n", + "\n", + " spec = Spectrum.read(file_path, format='wcs1d-fits', flux_unit=\"erg / (cm2 s Angstrom)\")\n", + "\n", + " check_spectrum_plottable(spec, show_plot=True)\n", + "\n", + " # Apply smooth\n", + " print(\"Try Smoothing\")\n", + " smoothed_spec = median_smooth(spec, width=101)\n", + " \n", + " if check_spectrum_plottable(smoothed_spec, show_plot=True):\n", + " print(f\"{filename} is plottable.\")\n", + " file_plotted += 1\n", + " else:\n", + " print(f\"{filename} is NOT plottable.\")\n", + " file_failed += 1\n", + " except Exception as e:\n", + " print(f\"Failed to read {filename}: {e}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"Total plottable files: {file_plotted}\")\n", + "print(f\"Total failed files: {file_failed}\")\n", + "print(f\"failed_files: {failed_files}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits\n", + " NAXIS: 1\n", + " Original data shape: (23001,)\n" + ] + }, + { + "data": { + "image/png": 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oqbEvvviC2rdvT2XKlKGKFStSnjyayVa89phUOBH7gw8+oPfff19cnj17Nm3cuFFM1Y0YMULnbXgUqHDhwmSrbLwqURKHrz+k8HPxROeIvmgdZOnDAQCwWdfuJdO8fdE0uEkZCvDNK7Zt4fdXGTE6EPr0009FxVizZs2oQIECZkuQTk1NpWPHjtHIkSM1punCwsIoMjJS7+2Sk5PF0iBc3VajRg2R7J1VGwBLs/V+DOaQ8lKzUhEAAHKm25xIup+cSn8diqFPm5elfG7O9N2mi7J6Oo0OhBYtWkRr1qwRo0LmdP/+fUpLSxOVaur48sWLul80rmzj0aKqVatSYmIi/fjjj1S/fn06d+4cFS9eXOdteAFZ5SKyLCkpycS/CQAAgHW4n/y6J9DMHVdIjozOEfL19RXTYragXr161Lt3b6pevbpo9sjTdn5+fjRnzhy9t5k8eTJ5e3urTgEBAWRRGCECmeBKEwBrd/pmghhFORmbQHLlQDIPhMaPHy+Slc292jyvdu/k5ER37tzR2M6XDc0B4nymkJAQunJFf9TLU288eqQ8xcbG5vrYAQDAPrw1O5IORz+kLr/tJ7lysLMcDqOnxmbOnElXr14VU1Jcxq6dLC3VemMuLi5Us2ZNioiIoM6dO4ttnPfDlz/++GOD7oOn1s6cOUPt2rXTu4+rq6s42YN7j1NEQ8Y3qhax9KEAANiF1Fc5ihjAfM0UcdHDJ5mX7bDaQEgZhFgCl8736dOHatWqRXXq1KEZM2bQkydPVFVkPA1WrFgxMb3FvvnmG6pbty6VLVuWEhIS6IcffhDl8wMGDCA54OHb6PtP6MxN+xrCta/vIgAAtjWF/VCCoGXdiTj6qXt1solAiKfFLKV79+507949Gjt2LMXHx4vcn/DwcFUCdUxMjKgkU3r06JEot+d9edFYHlE6cOCAKPu3BquOxtKaYzdp9rs1ycfDxeQf+hwEsa3nNacTbZ2uBf8AAEB6m87YX2m9c04WXOUpKe7qrO7QoUMih4dHa6TE02D6psJ27dqlcfmnn34SJ2s1/O/T4vzniCiLLax6J+l1hdz1+09oycEb9EGj0lTY242s1bcbL1j6EEACSJUGe2r6yhwd7W/8+pKOVeZHrM34LJNNsvRHH32kM4E4Li5OXAfGS07RXBXY3HlE6kmAf+6LpkFLj5n0MTacukXLDt2Q5JgBAKxt6ogTqdvN3KsKiOzd2bgkeY0InT9/XjQm1MbVWHwdGE+ZdLf9/B0asPioxbLz7ydnBBimLgv9dPkJcd4sqBAVze9u0vsGALAmT1LT6NTNRPFzfNJzvOfZ44gQV1Rpl7AzXsfL2dnouArUaAdBpqKvuiEti28rtxJMv+5T0vMXJr9PAAAAswZCrVq1UvXaUeKKrFGjRlHLli1zdTBypcgiO8LY8aBHTzJapSc+yz7o+OZf/asD15+yw8hHBgAAXY1BedsvEVG0U6LV3nWlW3SfE0mLDlzHC2IAo4dweJmKxo0bi/W7eDqMnTx5UlRuLVmyxNi7AxMbuOQoHbn+iLadf53Zr292bVGk6fJ2AHILfVnAXu24eJembbssfr4+Rfrlqebvi6ZD0Q/FqU/9QMkfT3aBEPfpOX36NC1btoxOnTpF7u7uoo9Pz549MzVXhNzjIMaQ0R0lDoLYzkv3stzvRRoWLgUAMIdbic/N+kQ/SdUswDl36/UMTm7NjIgie5OjpB4PDw8aOHCg6Y8GdBopQWnisFWn8GwDAJjY2uNxVvectp+5zyT3M2N7xqgWyT1HCCSQTYXlzov3cnf3Ou7/31O3cnWfAACQ2bgNr3MvLbUkl4Nadqkp84RmbLe/0SCGQMhK7Ll8T28Q8+xFmtmPBwAA7CswA90QCFmJ3vMP69wedTfZ7McCAGDPXqal081HT8nebD5zmy7GJ1lsJMpWIRCyAgeuPpD0/rX/KXSVd5raiZhH9MHio2LZDoDs3Hig+XeCnlMgpXfmHaKG3++kfVH3zf5Ez9p5xWQdp5+lptHzVzMGh6Mf0uBlx6nNjL30+66rJrl/uTA6EOLlNW7evKm6fPjwYfrss89o7ty5pj422eDuo+Y0eOlxyR+jy28HaNv5O/ThEtMu1wH26fvwixqX+y88YrFjAfvHQQP767D5W4j8sOUSbT6beeHS2IdPacXhGEp9aVhFL1f+VhoXTpXHbRHNcXkkCMwUCL3zzju0c+dO8TOv6s5NFDkY+vrrr+mbb77J4WHIc2jWXLQHgMLPmW/14JiH9jf8DKaX9OylzjYQAPYoVse0XJMfdtKItWdo7h7N0Zwrdx9TwtPUTPs/SE4lHlh6ma6g5OeWW69SloHQ2bNnqU6dOuLnVatWUeXKlenAgQOir9DChQulOEa7FHlN2ukwW+iabQrKYWGwbfuumH+KAkC9usqcdD2qcrZMPVUi6s5jCpu+h6p/sy3b+0RDUjMGQi9evBDrjbHt27dTx44dxc/BwcFivTEwDEfxciPFmw4aQ4Jc8KjAwv3R9ODV4shgPpxXOWLNafpjz7Uc3V77nc/QZOaDer4wX7idRN3mROboWMAEDRUrVapEs2fPpvbt29O2bdto4sSJYvutW7eoQIECxt4d2GEOkjnJL5wEufp0xUnRZmPdiTj65+OGlj4c+5BNQHL38XO6k5hCT1Nf0oojsTr34ZweF2dHk30pVA+SFFlUGd97rBYQo0rMvCNC33//Pc2ZM4eaNm0qltWoVq2a2L5hwwbVlBnYhzgTrED//AWW8oCcMUd1oy32Gjt103TLJYDu6faUlxlT7nUmRVCHX/fRkesZydW6EpyDxmymL1cb16nf0BEhff8CGkGQal/8v5gtEOIA6P79++I0f/581XZecoNHisB+NJiygwJHbKRoKy6B/3NvtKUPASSy6Yz5kvrBfOITn9Pqo7GqYMOa8FR7lfFbqNbE7Rol7soFU7X9uS9aBCurj2VUUt9OfKZz5Ec7RHEwMBJKNzC44YBM3zGCRH2EnJycyMfHR2NbYGAgFSpUKCd3J0uX4h+Trej1x0GT3M+p2IRc34f2t56fI6Lo8XPDF6UF2/HfaSwDY4/a/LyHvvz7NP0SccXShyIiFA5e1p+IE+/JE/87Ty/SFPQ45SWlqlX26otHHmtVa323SbMNRNuf9+i83QGt4oC1x2/qnDYztJT+jV/2ZToWMBwaKlrIj1sukdxWTjZFJ1ddnba5X5Gt4b4f/KYbflazwOBJyks6fysJw9xgtxKeZnxx2X35nsX/zjeeuU31Ju+gz1aepNYz9tDiSOP6Cq1RC2DYMa0ptEdPX9CuS3dpqdb9Rly8Sx//dVwV6Ixce0ajgpKDM26xMnnzRY1RH5AGAiELseeqscRXb3Tarj94KhYA3HEx54FLisQ5R/zGzI3JDP0mlpvRDh5WH6TV3LLdzL3itEvP2nOm9M/JOPp81SnJf1cAXZ6kvqSmP+6ikWtP28UTtOHULZ1fGvsuOEKX7mSeAfjv9G1afSwjAVv706DpD7vowRPN3kGNpmb07wPTQyAEBpfujt9wjs5kk6jJ8/7Vvtmq942CFwDst/CoUSMnxgQxvLQHV3jk1N/HbooW9b3nHyIp3U3SXQJ940HGt76Np6VpRcF5D2fjEsW3zSErTopvtCuPxEjyWJA7nBDLnYZ5lNAeXbv3RPy9Lz+suxrL1ny6/ITRt/l63dmML45ab3MpL9PRF8iMEAiBQTgIWnjguqigyAp3OzXlB0H1CVs1vjFyOas25VQSv6Hy0h7v/JHzIIZzF9jBa7qrRGzd9G2XRT6B+lC89jdPayHnhSM5oK89abvoNDxm/VmyBzy10zGb9w9r0s9My7x0nxups/Fsj7mZ+wTxlBkXsICF+wixI0eOiGU27t69S+npmsPq06dPN9WxgRW5qCO5+9q9ZDGn/mGT0lTE2z1H98v/2BM2nKf3GwRSaGnNPlSLI6+LpEUOcCZ3rSq29V+UeTRp3r5oyp83D227cFdcPmmCpGz1YGzK5ov0TmgJqllSs0DAWOFn4+nZi5fUJaR4tvtKlTrx686MBFVllQt7mWa/07S2iIN9DuiV1p6Io+ndq5OtG7XuDJ22odJ/qRfDVrqd+FwkaOtKJdDG+UxgBYHQd999R6NHj6agoCDy9/fXKAM0tCQQ7MObvx8QyYD87TWnDd6+XH1aJAfy+mfXp7TPsreHWx4nvdfzastl/T3J1L5ed4a2nr8jppCyOj5DpqQGLc1YgLZB2YJkTXik74vWQZY+DHgl7pFx/bt4KvhkTAL9ffwmjW5fkXw9XKzyuUySoKrpTtJzevgklSoU8dK7D3+R8XRzpo+alSVrlPgMVa82Fwj9/PPPon9Q3759pTkisBkcBOW2wZuhlWTBY8KpiLebwff776lb1L5KEbp6L1l8QAxqXIZ8cvABYaoeSurf9wwpc5V6jTZ1yVaag2KpdaAsbeele0a9drz6uHrAPaNHiGoqKuLCHepeuwS5u+j/EmELOPfw4u3HVKWYNzk6vv67CP0uQpzvHd6MAnzzZrodPwezd2csYnrz0TO6m/ScJnSqZMYjB7sMhBwdHalBgwbSHA1YrexG+zjhlt9wFRIPIevz/GW6SABW+mT5CXqZnk5DV55SvSH+1qum3vV8/jl5i0a2C85VsjaAKcyMiMq07XD0w0yN//I4OWbqzRWrNprU8qfdorM7bxvzRkW9j3c85hFFXn1AHzYuTc5OEqaN5mK+d9CSYyJAHN2+Ag1oVDrT9eduJWUKhK7cTaap4a/Lz5cfjlGVrgPkKhAaOnQozZo1i2bMmIFnElS+WnNGBEKmpKuNvD4csPCbobrD0Y9UP2eVm9BjbkbDSFet9YK4z8k1Cbpq8+eBrriSV5pWr6jhwE7SDyawyqIEXQ5c1WzAx20oOLhfpNWfhosGeCmOwt5uquVtsst16foqH8nbPQ+9W7dkro6fK0N5qnxM+4oaIze58Sw1TTVKtmD/dZ2BkPqYK0+VcVf8Zy+sr3M12Ekg9MUXX4gFV8uUKUMVK1akPHnyaFy/du1aUx4fWIk0taR4XoPsso6+GCw3b31bzsXTjO1RNLNHdXJydNC7yKFUbjzQDHr+9yqnR30unz8sciK754VHpZQBmTLh+4PFR2nB+xnr9125+5jm7Y0WeQ66pgDska4KQXvEfZx4iriEb16Rr2WIbzde0Ln98p1ksSBnTvAISnYBycHoB1SvdAG9+XrKEvI6gb7UtkoRyq0HySlU89vtGu89PNr7S8+M6T9dftx6CUEQSBsIffrpp6JirFmzZmK1eSRIywO/wSrxty1d+sw/LEZRcurDJRmBx8d/naDOIcXIGqcssppiMJyCjt14PVr16EmqRhCkK1ek86wDIh+EA6TwzxqTHBy5/vo5siRefuHC7SQa0TZYkve78qM3i/OZWXy4G5ovZUi+FwdevIaVdjCTXZfnz1efFOu/da8VQN+/lVHFqc99E7Rk4C9brX7aozP/TzsQ4kPnEdSHT1Ppr0PoiwUSB0KLFi2iNWvWiFEhAHW5CYJsIXmXlwbg5nb8AcIjVupm7bwiRnX+7FObXLSm2HTZfDbeqDJd5XOiq42B1PgDhj8iOSdFjnj5BVa/bEFqUt4v2/2Tnr8Q05w1SvhkGzhxDywl7WUYTFlZpa7+lAi6n5xKFye20ZhOXns8jgY3LSum1XQFT8pFcFcejc02EMpJ1VjMg6e05OB16tewlGjHYUzPIV6KYvAyzS7tAIYy+p3N19dXTIsB2BJ9n0cL9hu+ej2X0Fcat0U0JNT2w5ZLtDfqPm3WWjvM1vEoQfNpu6ne5AiNZHQ54pE7Q3T6dT+9+XukSMDPCld4xSc9k/wLAOfMqOMgSFkROfzvjGICxj276k6O0Hkcb89+3dfIEA5avyd3SudV57NrLPjH3miRGM2UOU668HF/+9951eUYrMMF5gyExo8fT+PGjaOnT7EAHEiHh+6lxh/sE/59/Waq7Umq7mRLnibR51RsYra5LRZeZzJLx248pHH/nBWJuAMXHxWjAPwhwx+enJ8Bhrdc4MRhxqND2qMyPGrEQYf6cjPns/i7+mn75Vw99bzwJ7eSUJ/+WnboBl29l7kYgMvxeT1A9X2NbZExev1ZVeDcZ8Fh+uiv41nm7Sw9eENVFWrIY606elM0UgWwyNTYzJkz6erVq6KZYmBgYKZk6ePHMTwJ2ePyX6700hcT8AiLVI/LOR8F87nS+xK00J+/P1qcsmq+yB8KxrhkwukwHhnLKhDjkQymrEbiZpK2EMBJYf+V+9Rr3iG9o4oc8B669pBaVfInV+fMycMcSHDn9Jav8lzU/yZ4tOiuEVWRucULf2pbelB/Lg0HaAv61qZy/vlo3D+6K9myU/brzdSzToAYKTUkcAKwmUCoc+fO0hwJyErjqTspPum52T5cYx8+E2W9R68/okmbdFfcSEmhJ/E8Oxy0KXNUmIkqknXaeu513pIue6PuUWBBD5M9Hk9LcouE4W0y928yN266t+poLK0cWI/8PF1Fvpd6EMT4b5WDd84P4xEz5WrgvMTMyLYVdL7m+kYP72mNEFmjdSfiVKNaOZXTBVX/ORmXq8cFkDQQ4mkxACmbI2ZXvZKbRRSrB+Q3yX3xitE7L90VowF5XXK0ZJ9B1IMgltuqJX1PLfepGfgqN0OfMf+co/fqBZIpRuUGLDqqSq7vWsPyFYK8DIMy6X18x0o6q/j4teATdzhXfxU2nblNI9pkrijj51rXGlJs5o6MNd+sWVZB0OTNF+j6/Sf0e6+aol8Q72vKZO8hKzT/7gGklON38GPHjtGFCxnfrCtVqkQhIfpLPwGsAVe+mEq1b7aK8zdrFKdp3aplu7+pEmGlGhA6I/FimJwwO3Hjeapa3JscHRw0Kgyf6snFsgQO0owN4nm0sfo322jh+7VFZaES/46mqqS0NnN2XxPnx2IeUe1AX1X/IABZBEK84nyPHj1o165dlD9/xrfrhIQE0VdoxYoV5OeXfXkpgCUoslnHyZg1ntSH8A0JhO4n688H2XfF8MflIMJQPGI1e9dV+uGtalSigGWbMPKyBtwVmH3/ZhWrXVOMm3h+0ryc0bfjZpvqK8bLBS+GzAn2ALKqGvvkk0/o8ePHdO7cOXr48KE4nT17lpKSkkSzRYDcempjrfF5rabsnI1LNEkeRWpaOjWauoOWRGbfgfj9BUfoUPRDGrYq+2kGQycjuY8S/y7a05dZTWd+t+mC6JKtjwQ9Cg3CC5I2+WGnyAdS4hwgruaSQo+5kSIB25689+dhVYI9gGwCofDwcPrtt9+oQoXXyYG81AavP7Z5c0aHVIDcUJ9eyA3tkmUppmBepitUazXp645r6v4wPBXD+TqGOqrWxVqfOa9W6M5O82m7RB8l9YaQa47dFFNDR68/VC1Sy8sxjFx7WpRtz92TMY2ibwRIe0FRqfDrcOjaAzFNx/ovOko3HjzVmQ8khYPXHmZKwAYAG5waS09Pz1Qyz3gbXwdgLXZYeJVp/oDvNieS/L1caVS7zFVF5sQ9ZMr45dN7/SMDg887SSmqarZ2r9aS+nx1RlO+t2ZnjAx81KwMOTs6ipEuXaNd97SmCb9Ra4ynbXHkdepaozjlc81dQjpPXYVN3y2q1Ma+UZH22dnIDACYcUSoefPmNGTIELp163VFQVxcnFiVvkWLFrk4FAD7Ev5q1ISDB+3qL3PjUnVDptNMYdbOq3Qri+aLxvSIGvvPOb0rshuj2oStIghSBl6WDJLnoxEggFUx+mvWr7/+Sh07dhTNFAMCAsS22NhYqly5Mi1dulSKYwSweVL3S1p9NFYkruorb8+qeV5OcF7P6PVnKOah7oBn9bGbJnusnUYELU9TX5J7HifademeWIWc19I6PMq6vqBlNQIGADYQCHHww92jt2/fThcvZvTe4HyhsLAwKY4PwCZ9svwEFcznYra2AF/+fVr83LpSYSrklXnRTCmYOrjS58GTVPF8zuheXWOx2/Czt+na/Sf0v6ZlxeWL8UnUZsZeCimRn07EJKj2q/OdNMnPACDDQOjFixfk7u5OJ0+epJYtW4oTAGT276lbVDvQxyxPzd9qoy9j/jlLAxuXoZolpX3sLedeL71hruezTqCPxojXoKUZS5VwHxs+KZOy1YMgAACT5ghxQnSJEiUoLc22ypsBLOHI9eyrtXLjwKuE36i7jzUClDd/PyBZd25L2n5B9xSZMvcHAMAsydJff/01jRo1SvQPAgDLeWfeIWo/c6+qUaG6UiM3kb1J1xPc6dsOACBZsvSVK1eoaNGiVLJkSfLw0FyEEavPA5gPJwPLBa9izktg5HFyzNR36s99GQu4AgBIHgh16tQp1ws/AgDkBHe1Dimhmf80ev1ZPJkAYL5AaPz48Tl/NACAXOD1vLYNbUzLDpmnYg0A7J/ROUKlS5emBw9er82jxAuv8nUAAFJq+dMeWnjAPM0hAcD+GR0IXb9+XWfVWEpKCt28abomagAAAABWMzW2YcMG1c9btmwhb29v1WUOjCIiIqhUqVKmP0IAAAAASwdCnTt3FuecKN2nT59M/YV4yY1p06aZ/ggBAAAALB0IKVeW51GfI0eOUMGCBaU6JgAAAADrzBGKjo7OFARxojQAAIA1+WtAqKUPAewxEPr+++9p5cqVqstvv/02+fr6UrFixejUqVOmPj4AAACjLXi/NtUvi5kLkCAQmj17tliBnm3btk2sQh8eHk5t27alL7/80ti7AwAAyLGZPUPo8NctMm1vFlTIoNt/FlYOz77MGd1QMT4+XhUI/ffff9StWzdq1aqVSJYODcUwJACALfqgUSlRDDN3zzWyFWEVClHHakVzdR996gXSjO1RJjsmkMGIkI+PD8XGxoqfeSQoLCxM/MyrXWNVegAA2/R1+4o0ql0Fsjaz3qmh9zr15Z5GtA3O9r5aVvTPtM3Hw4V2fN6ELGVi58oWe2zIYSDUtWtXeuedd6hly5aiwzRPibETJ05Q2bJljb07AACwIoEF8pI1CSqcT+91ZQu9vm5QkzLUp15J8XNwYU+d+89+t6bO7aX99D+GqeRz1T0BU7mol+SPDSYOhH766Sf6+OOPqWLFiiJHKF++jD+g27dv0//+9z9j7w4AACRUtfjr5reGWPe/BmQpukZsyvjlo2+1Rk3+HlSPBjQsRZ801/zyPbJdBfq5R3X664O6Ou/fydGBWlfK/BisvL+0wdDR0WE0vVs1VaA2vkNFWvh+bZ37rh5Uj1rpeC7ASgIhbp74xRdf0M8//0whISGq7UOHDqUBAwaQ1GbNmiXykdzc3ERO0uHDh7Pcf/Xq1RQcHCz2r1KlCm3atEnyYwQAsBalCnoYtT9PFVnKd12qUNeQYqrLbnkcxfTXu3VL0htVi6i21wr0pdFvVKS8LpqjLG55nKhT9WLkq+N3UAaEDuSgM/gJH9LY5L+P9rF1rVGcjo0Oo38/aUh9G5SipnoSumsH+tLc3rUkPR7IRSDES23oOv37779ihIj7DEmFy/aHDRtG48aNo+PHj1O1atWodevWdPfuXZ37HzhwgHr27En9+/cXU3fcHZtPZ8+elewYAQDYmDcqWu0T4eXmTLu/bEqNyllXebmfpytN715dddk37+uAxtPN6NoeYdvQxvROaAnVtFiAr7vquvUfvR79cnR0oEldKpO/lyuNapd9vlFOFcjnSnmcjP7oBQkZ/ZfFgQRH6JwcrU65jc8bNmxI69evF4nVpjR9+nT64IMP6P3331eV8m/cuJHmz59PI0aMyLQ/j1q1adNGVdY/ceJEEaz9+uuv4rYAAFLhEYjagT505Pojk9/3iTEtKWTiNoP21XqrFnk0g5uWpcLebjS4aRnaG3WfOlXPXeWVVIa1ClK79Hokxxjl/D3FSJPSkLDylJySJkaYtEeUeoWWpHfqlKCzcUmUW990qkRj/zmX7X78OoBlGR2WciBRu3ZtcZ6YmChO/DNPU3E5/Z49e0QSNU+fmVJqaiodO3ZMVaUmDt7RUVyOjIzUeRverr4/4xEkffuzlJQUSkpK0jgBABhirNYo0JQ3qxr8xLUILkRtKxc2aF8nJ+OCgv4NXy+IPaFTZdWHb/0yBenk2JY0Q20UhuXPm4fMTb1yi6ePlvSvozFNplYgluuk5cldq1ADPc0W+ct8leLe9FWbYPr1ndfpH8bqXS/QoGnJIt7uenOFLJHLJEdGB0JDhgwRIzMtWrQgT09PceKff/jhBzHy0qBBA5oxY4YIjkzp/v37ojzf318zgYwvc28jXXi7MfuzyZMnk7e3t+qk7JkEAMAqF/Oipf01e6ZFT25H+0c0p35qAYfDq0TfLZ81Fomy2nrWCRA5MEp/9q1Nv79bk3q/qnz6Q0+OCH+Quzob/tbNCcJDW5YX00PLdSQR58/rolGGzo6PbikCJHNSr9zi6aNG5fzEdJWl8GjZG1VzN1Jm6NHryxUCKw2Erl69Sl5emcv9eNu1axmNuMqVKycCF1s0cuRI1UgXn5Q9kwAAWJVi+alhuYJUt7Sv6gnhQKJY/ozck7wuTuI86FUJN58XzOea6cn7uHk5Gti4jPi5XZXXI0ETOlaiU2NbiQqqt2sWz3S7PE4O5OrsRCsH1qWedUpk+6IU8nQVwRNPD9UrU8CgF5EDEA6Q5vfVDMZGt7dcn6ECFkziNqcSvnk1cqY4kAUryxGqWbOmGPlZvHgx+fn5iW337t2j4cOHiykzFhUVZfKRFF7o1cnJie7cuaOxnS8XLqx7OJm3G7M/c3V1FScAAF2Un0vpWrk3SsfHtKSUl+nk6Zb19BInAg9pUY6aBflRpaLeGkGV96upqUldqtDqYzc1bqd82NDSBahGSR+KT3xG+dzyUOTV+3Q/OVW13y89Q2jDqVv0sVaJuTEal/OjOoG+FP3giUj+5i7Os3ZeoUdPXxh9X5ykHFjAQ+QkKRO2k56/FD9XKZZ9if+HTcrQxfjHGtVj5hDxeRNqMW13jm5bzMedrt1/YtRtmpTP+FxlB0Y0p7R0BQWPCVdtc3JEorWpGf2M/vnnn6IyrHjx4qKBIp/45+vXr9O8efPEPsnJyTR69GiTHqiLi4sIwiIiIlTb0tPTxeV69erpvA1vV9+f8ZSdvv0BALKjbNbXplLGF6qiWsmuXCbt7Z59jg3PRvG3/ZASPuSiZ6pLV16Mh1qCL1cfLXi/jgh6Do/SnH7rUK2omF7LLiDLirOTI60aVI+OfB2mWsqCgzdDk4XVRzb2fNmMpr3qo8OOjm6pei67qOUC6cOjWvz7cHm8OfH0Zk59/2ZVCqvgT399kLPlp/j15b8npXqlC2QqVAILjAgFBQXR+fPnaevWrXT58mXVNu40zcnLysoyKXDpfJ8+fahWrVpUp04dkYv05MkTVRVZ7969qVixYiLPR5nP1KRJE5o2bRq1b9+eVqxYQUePHqW5c+dKcnwAYP84cGF96gdSyQJ5VZezU65QPoq6m2xU8q+z2rTIb71q0MyIKI1gQp258mncX039ZYWbAXKyMI9mfB9+UeQm8UhXIU83kQTt4eosgj9uHHjmZqIY3bIXHDQqc7+K5neneX2M6wek3i1bV37ansu2mXZizXLUmIEDHi5L55M5de/eXUzDjR07ViQ8V69eXax3pkyIjomJUQVjrH79+vTXX3+J0alRo0aJ3CUu669cGWu7AEDuRgh4NKdFBcO7/855ryb1W3iErj94mqmxnz4cPJz/prUIKHhkp10Vw6aFKhaRbtkGfcfNUzq7L9/T2PZ+g1LUt36gRjI2J0Er8e9UX0/1ljWpU8qXDkc/NGjdMB79yok1g+vT/iv3qVeo/rwv0aZGNTkKFg2EeLqJT9zIkKen1HFPHynx8h580mXXrl2Ztr399tviBACQG/N616KaJX0MGhHRVxXFowNh0/eIy4YO4Gj3ujGElGkk+j6IudS8yvitmbZrV6TZIi5vPxWbSD3/OKh3H05ez83IFv9t8Sk7+nLTGAedCw9cF+0BJv53np6mpuX4eOTE6H+XCRMmUKtWrUQgxJVhjx490jgBANijsIr+uV5+Qv1DzB4CBHU81fXWqyq3/zWzrwW4ORjlUaGsmGtq0iOLQHxch4p0cGQLg6oJ4TWjv2pwR+aFCxfSe++9Z+xNAQBkTT3P1Varorl9gC5c0v/DW1VpfMdKeldat2fmejm5dcOpm4m6j8HBAZ2qzTEixB2eOfcGAOTL2taoktrMnjnvMKzd08ccI0JSFhZVLOpFqz6sR3uHN1NVkCnzWvh3kmMQxMyRuePwqo2AUmO1Untd+4JEgRCvMM8JyAAgX8auaG4LsmoWqCwdzy2eWlv7v/q06dNGZMt4mijANy99FlZOdM6e2AkFKGbhwP2XXrdD+KpNkP5d7WzqVUpGh+7Pnz8X5efbt2+nqlWrUp48mj0qePkNALBv6XqGHLgx3pk43cP21m5Ao9Liw33+vmjRgXnG9iixvbSfaYO+GgaW2+eGuVrN8IetsoO23Jkj7NBuPMkVfLwuXEIOGlxCLgKh06dPi7J1dvbsWWNvDgB2QN8HLY+ccFWVIaXGUgsskFdVqm6o1pUKi9PKIzGqbeFDGpOtscSiqSCdbUMbi7yg9lrtE4p4u1H/BqVo2rbLYkmWnAZmHaoVpX9P3SK5MjoQ2rlzpzRHAgA2Q9+AQ2BBD/q5R3XqPucgxTw0Lggxpa41itH0btUpcMRGvftM6lKZftt5leISnmUZ6Onr+myNuFfRH3uuiY7GYFoOOqaHo9WWz5Byuricv6c4Ke36oik9e5Emplo/alZWJFBz7lZOhQTkl3UgZJL/cG75vXnzZnrrrbdMcXcAYEE/ddfduVidvjb/YRUKURFvd9ozvJlYvdtitA7PR8cICa+jxWtBGXBzm8GjWX8Pri+m+EBaHHh0fbU0SIvgQlRAx8K6UuEvHBVeNc3ksn3ubs5VezkdEupeO0CMoMpVrgIhXnNszJgxVKJECerSpYvIHwIA21bcJ/s3RPU4yP3VWki8OKd6giavk6Rt6lvmGalQZLFeFC9VMb1btSyDBSznBIaY8mZVkfw+t7dxy2iYgzFTYx4yrfRTMvq3T0lJob///lssvrpv3z5KS0ujH3/8kfr3709eXtK1dQcA3Xgxy2MxD2noylMmeYrSs2pdq9xHLVL495MGtCTyhkFN9HgUJrc+bVFOfAOfsf0y3XjwVOfq3g21lm3g9ZuO3sho+GrIMhVVi2e/GjoAT5uaI/kdrCQQOnbsmAh+li9fLlac54aK/DOvPN+6dWsEQQBmxKt2X4x/LH4uUSCvOPEHfNDo8FzftwFxkMY+ZQt50gQd5dOeOr5lFvZ2Ez1oTt9MoG83XsjR8Q1rWV6c86rrSspcoIGNS1Otkj5ixW+2/qMGdPzGIyrv70krjsQa/BiVi3mL4+RkVABbpD46y4u1no1LynL/SkW9jS4ukN3UWGhoKLm6utLBgwfpyJEj9Omnn6oWOwUA8+GOxHV1rGmknSPQplLhHN2/s1P2g+qDXjV1614rQO8+79YtKRbiHNUuWKzSrmz7zz1ouFRdChwMtqpUWLXcQfWA/NSvYalc9coBsOW8MfbfJ9n3rfq2s3x7QRk8ItSiRQsxIsQLrfJoEI8CoWETgHm1r1qEhoaVo4L5XMWU0Js1MpI1tXWqXpQmdalCfptdacnBG0Y9hqdb9m8LPNV0cWIbcnuVH6QLl9Ev6pcxavNBo9KSvl8cGNGcbj56JgIfY/oeAeRU28o5+6JhLk5aa7hwbtz/lh3Xu79PLtfRk8WI0JYtW+jcuXMUFBREgwcPpiJFitCQIUPEdQiIAMxj1js1xFRU/rwutLhfHepUXTMQWj2oHnWrVZzGd8hY72liDr7l6Upybh5ciD5trpkDlFUQpE3Xe8TItsFkKkXzu2e5KKa+MAi9dyEnOOlfu6ePtfmjd03y9XChGd2rG5wbJ1dGVY0FBATQ2LFjRbXYkiVL6N69e+Ts7EydOnWiUaNG0fHj+qNNAHvG/VusQe1AX5r6VjWd3+44mDFE6YIe9E5oCdFkTf3bZKiO6bjc6FM/kMyl2qvk57xaK3fzdAB/WGS1vAaAtpolfax+AKBmSV86NjqMOr8q8Qf9clwz17JlS3F69OgRLV26lObPn0/ff/+9qCIDkBvu3xI9uR0NXXmS1p+0zsZkbnkM+97Db/DfdalCNx48UTVZ4/d8fy/TJg7ziNLyD+qKnkTvzDtEUuIRtBNjWorpOnXcpI4/LKz9Qw0sT/0vpICNTCPh79owuW4e4OPjQ5988ok4YUQIrB3nkJyMTTDrm87+Ec2pwZQdZGnGpslo7895QdxssZCn6QIiXtPLXPTlQODDAgzBCfgbPm5Az1+ki8Aa7IdBXxFjYl6vu5OVGjVqiPO4uLjcHRWARHgaRGnsGxWpvP/rRnumxvfPow3F8uvuXmxLeHFH1iWkODXQ6tEDIBdVi+fPMhcN7DgQql27Nn344YeibF6fxMRE+uOPP6hy5cq0Zs0aUx4jgMl4u+ehP/vUEtVMXFa9dWgT+qVniN5qI0PU1zOqwfdvzrb7poY6KwD75ynzrtLMoGfg/PnzNGnSJJET5ObmRjVr1qSiRYuKnzlHiK/nijIeEZo6dSq1a9dO+iMH0IEDmvEdK1HnWfv1Pj8tXjXbU+Kk4NSX6UZPmf3RuxalpadLOkLCv89fH4TS7F1XqW4up5GqFPemzWfjc3RbS6fQnBnfisZtOCdWtwcAMHsgVKBAAZo+fboIhjZu3CiW1rhx4wY9e/aMChYsSL169RJ9hXg0CMDSoxjqozuhpXzpUPRDST7oKxTxzLQul7H5JrzQYVbdXN9vEEh5XZxpWKsgyqltQxvT6ZuJVKOkD00Nv2Tw7fIY0FjRHLiKzdMtj1hNHgBMS4En1LhkaXd3d7HCPFaZB1OZ/W4NGrRUurYLrlq9bri6Sxde+sFYpkiy1b6PRuUK0t6o+6rL9UxQss6VUXyK1rEmV1Y4yONu0PlcnXT2FjKX/DpWjgcA01Cg2Wjuq8YAcqNNZfM1+eLFOltX0r0sDAccI9oGU7lC+aj/oqMmf2x/L1e6k5SSaXtWoVTveiWpkIlL1o01uWsVsjR8YwXA/5eULPc1D8CKmqDxdl4/Szt/yFRm9gjRfYXW4XR7tXYXr831jY6FTHOjhG9esVhrjRL6E8N5cUZrY8gisACQvWZBfniadMCIEFhM1Vfdfnd83oSaT9utcd3X7SqI9aH4Q/D78IuG36nWMK/DqzWBLsU/prqlLVf2qm85Cu2w7I2qRaiMXz4q7echydpDmz5tJPKh/jt9mz5ZfkIjGfn8rSTRmRoA7NOv79SgSuO2WPowrA4CIbCY7rUzRj9K+2Xu5fNB49erkxsVCOnAy0NwfKRckdwSiuTXPcWlPULFlysWlW5URvkccKWceiDEycimXkLDZJDDAGASHjpK5RUYcTV8aozXGDt27Bj+HMGm8FQPBxdSBEHGJBlyN+al/UMzbbdkXdbuL5tSkL8nTe9WjaxZgK9mZR4AgEVGhG7evElt27YlFxcX6tChA3Xs2JFatGghLgPkhL44gj+cc2vzkEYUceEODWj0emTJ0hqWKyg6Wz98kmoV/XlKFvCgLUMbkzXrWqOYmCYFAGko1MoRePo8TYZJeQaPCPGiqvHx8bR8+XLy9PSkzz77TPQQevPNN2nx4sX08GH2vVoA9OlTr6TOf8ycqlDEiz5uXk5vbo5UPm5eVpz3NXBldeXSFaAb9w6y5e7cAGBnVWOOjo7UqFEj0T360qVLdOjQIQoNDaU5c+aITtONGzemH3/8EWuN2Wm/Hy4BN3WjPCXuBm0PONE5alJbg38fS3dstmaNy6PCBcDU3qtbkpoHF9J4z1KS69tRrpKlK1SoIE7Dhw+ne/fu0YYNG8SJffHFF6Y6RrACNUr40KFRYRQ4YqPJ7rO+2tIU1rgCeO1AHzpy/ZHRt8uq+aCL1nWWbFRo7XzQSBHA5CZ2zmjLce5WIs3bG03DWpZXXSe/SbEMJnsX9vPzo/79+9M///yDIMgO5TXjwny5qWIwxT8yL8LaNMiPlvQPpetT2pMpzXmvJhX1dqMm5f3E+Q9vVzXp/QMAGKJSUW/6qXt1vcUI5f0zV/MqC1CqFMtofaKubCHd+9sClM+DQfJpBUKWTqrjkRUOVraev2Py++bScj5JoVpAfjowsoUk9w0AkBsOBuzz3yeN6GxcIr3xyz5xmYOiM3GJtKhfHWowZYdNvgAYl4cc4aUotK0cWNdsz2bfBoE0vE2w2R4PAEBOFAZ+z/3nowZ0/pvWVCy/O9kqBEJgMtyQb+/wZrm+H4XB31wy71mrpPk6Ixfxtt1/fFtgfVljAKCNe7TldcmYMSjkaZsVnpgaA9tsfqf1Kbl9WBPacfEOvVv3dRm+qXi4ONGT1DRydnSgl2rTgTw9CAAgF4v61cnyeiuseZEmEFJWhWnjqh83NzcqW7YslSpVyhTHBlaCAwBT6xJSLFe35/47hdVGZMr4eVDZQmVICis/rEeTN1+gr9oEU8df90vyGAAAlubgkPXIPBd52COjA6HOnTuLoEd7eQHlNj5v2LAhrV+/nnx8fEx5rGAhuv4hclvu7uHqlKulK/jhOYF731fNROK0lOX3lYt507IB5st/AgCwRQ3KFqS1x+PI7nOEtm3bRrVr1xbniYmJ4sQ/c2PF//77j/bs2UMPHjxACT1kydnRNOlpxX3yUiEv3Quagm2rUjy/pQ8BAIwwoWMlqqe2ePPR0WHk5Wb9GThGH+GQIUNo7ty5VL9+fdU2XnOMp8UGDhxI586doxkzZlC/fv1MfaxgI8I/a0RtZuw1aOX5nLLRqWgw0Ng3KtJ7asuuAID183TLQ/0blqLIaw/E5YI2sjyO0V/Lr169Sl5eXpm287Zr166Jn8uVK0f37983zRGCxRmzyjoLLpz570NbXpfcrQFmqY7MvUJLiPN2VQpb5PHlol/DUui6DWCDFFqXrXHVAG1Gf5rUrFmTvvzyS7GkhhL/zMts8JQZi4qKooCA3H3jl7NKRbMPJCyeI0RE+Q1cAiG0lC8V8c5++urL1kHifFKXKlnu5+2eR3xQWsK4DpVoSf86YjFQAACwfUYHQvPmzaPo6GgqXry4qBDjE/98/fp1cR1LTk6m0aNHS3G8du/NGsVp9rs1LXoM3EL99PhW2e63+8tm1LVG9tVffp6udGBE82xXXf+oWVm6/G1bqqs2x6xterdqdGpcKxEMWYKLsyM1Kudn9lXtAQCk5qD2vswzAcp1yaScQbDJHKHg4GA6f/48bd26lS5fviy2BQUFUcuWLcXq9MrKMsiZad2qWfSpixzZPFOjQH1/1xyMVC3mnW2VgELH8GiAr7veQCMrCEDsnzuCTACrWal+zPqzuZwaI/sKhF68eEHu7u508uRJatOmjTiBNE6MaUkL9kfTzB1XzPoUS9ItWZH5gy6n88Y28D8FucQjiABgmxRa7/e2MEBk1NRYnjx5qESJEpSWlibdEYHg4+FCQQYkHVuKMXGMwiRrwoNc5LbZJgDkTMfqrxeb/qBRab37lfHLp+q6n5nC/nOEvv76axo1ahQ9fPhQmiMCFVPlwUjxDVsZ5fsb0cNHWWk1oJFxic596wcad3Bg0wY3laZDOABk7ZtOleiHt6rSmsH1smxx4u7iROcmtKZjY1raxVNqdI7Qr7/+SleuXKGiRYtSyZIlycPDQ+P648ePm/L4ZK1BWf1Jw8YI8HGne49TSAqtKxWmQU3KUPWA/NkGTT91r04DGiVRNSMb5Y3rUJEWHrie20MFG4E8MADLyOviTG/XMqzi28NVd/igPRVmdzlCDInQ5mPN/ReUh8YrD49oG5zlvsp/DFdnJ6pRwseungcAANA/MWYLOUJGB0Ljxo2T5kjArFpX8qct5+6Y5bFMkSPEI06nbyZQg3IFyd7M71uLvlpzRrQGAACwZQobCHy05WgRkISEBPr7779Fl2lurujr6yumxPz9/alYMSQ6WhtdIyqG/LHO7BlCI9ecpt8s3NeIrR1cn1LT0u1y2qR5sD8dHlUII18AYPMUNpgsbXQgdPr0aQoLCyNvb2/RRPGDDz4QgdDatWspJiaGFi9eLM2Rgtl1rFaU3qhSREx/5Ub1AOOnw7TxMbg52l8QpITpPwCwBwrbi4OMrxobNmwY9e3bVyyjwQutKrVr106sPA+W9ePb1Qzq9Glo2o2+IMiYtB1ehA8AAOyfgmQQCB05coQ+/PDDTNt5Siw+Pt5UxwU59FbN4tnuw0t45DZqDzFilCe7btEAAGAfFDY4JGT0J5SrqyslJSVl2s7Lbfj5+ZnquEBCbSrnfOX07cOa0Octy9NX2VSKAQCA/Lhp5XHaQtGv0YFQx44d6ZtvvhHLbShzGzg36KuvvqI333xTimMEK8o/KVsoH33Sohzl09NDAgAA5KtFcCFqHlyIhoaVJ1thdCA0bdo0sbp8oUKF6NmzZ9SkSROxAr2npydNmjRJmqMEAAAAq+fs5Ejz+9amIWHlyFYY/bWeq8W2bdtG+/fvp1OnTomgqEaNGqKSDKxDYIG8dP3B0yz3sb1ZXAAAANPL8fxGgwYNxAmsD0fjzaftVl1uXM6Pjt14ZNZjGNCwFM3bF23WxwQAAOuiUNjJ1NiKFSsMvsPY2FgxWgSWU9ovHzUu72fRRSyrFPc2+2MCAABIEgj9/vvvVKFCBZo6dSpduHAh0/WJiYm0adMmeuedd8Q02YMHD4w+EMi9XqEl9Jav589rmpXsAQAAZDc1tnv3btqwYQP98ssvNHLkSLHiPC+nwQ0VHz16JPoHFSxYUDRaPHv2rLgOzGvd/+pTlWL6R2G+61KF/rfsOH1mpgQ2ri4DAAB5c3CwoxwhLpvn0/3792nfvn1048YNUTXGAVBISIg4OTpK1zjv4cOH9Mknn9C///4rHodL9X/++WfKl0//B27Tpk1FEKeOm0HOnj2b7E1INqu6t6tShM5OaG22svdKRb3pj961qGj+193HAQAArI3Rn4oc+HTu3JnMrVevXnT79m1RscY9jN5//30aOHAg/fXXX1nejtdC475HSnnz5iVrVcJX/7G1r1KENp65nav7N3fvn5YVMTIIAADWzSa64nFeUnh4uFjeo1atWmIbT9Px+mY//vgjFS1aVO9tOfApXDjnnZTNhVd6b6KW4KzNNY9xo202MBoJkAmmVAHsS9/6gTRjexRZM5tYBCoyMpLy58+vCoIY9y3iKbJDhw5ledtly5aJUazKlSuL/KanT7Pur5OSkiKWEFE/mUPd0r7k7W66hGaFHZQ0gvx4uGi25wcA21bU252snU2MCHEyNneyVufs7Ey+vr5ZLvTKVWwlS5YUI0anT58Wy4BcunSJ1q5dq/c2kydPpgkTJpj0+AEAAMA6WTQQGjFiBH3//fdZ7qOrXN9QnEOkVKVKFSpSpAi1aNGCrl69SmXK6O6tw6NGw4YNU13mEaGAgIAcHwMAAADYUSD0/PlzUTavCyczc7BhqM8//1yU3GeldOnSIsfn7t27GttfvnwpKsmMyf8JDQ0V51euXNEbCLm6uoqTtXFA1g8AANgpFydH2wmEuGEiV2pVr15dY/uaNWto0KBBdO/ePYPvy8/PT5yyU69ePUpISKBjx45RzZo1xbYdO3ZQenq6KrgxxMmTJ8W5McGavQY6xX2sf94W5AepawD2pUUFzbQWfcoXtlzvOaNDMO7NU7duXdWU1pMnT8SoznvvvUejRo2S4hhFV+s2bdqIUvjDhw+LJTw+/vhj6tGjh6piLC4ujoKDg8X1jKe/Jk6cKIKn69evi4aQvXv3psaNG1PVqlVJ7oa1Kk9daxSjxf3qUGEv9PoBAADTK5DP+mZYcj0i9Ntvv1H79u1pwIAB9N9//4npMG5qyAEIV2ZJhau/OPjhHB9lQ8WZM2eqrufeQpwIrawKc3Fxoe3bt9OMGTNEsMZ5Pnyb0aNHkxwosikL83LLQ9O7VbeZzp8AAABWkyzdtm1b6tq1q1iDjKu3uNuzlEEQ4wqxrJonBgYGanz4c+Cj3VXaFvl6uNDDJ6miOeGa4zctfTgAkiqWH1O2AGDlgRBPOXFZOpetb9myRQQbvPTGkCFDaNKkSZQnDxb3zAl9ozIRw5rQlXvJVKuk/iU0Vn1YL0ePCWAtln9Ql5YdukHjOlSy9KEAgMwYHQhxkjRPjXEQxE0OW7ZsKTo8c/4NL39x4sQJaY7UzumbyfLxcKHaHr5Z3rZOqayvB7B29coUECcAkCeFBSslHHOSI7RixQoRBCnVr19fBEBcUQbWwQGJPwAAkEvda2X00etZx3776Rk9IsTVYbp4enrSn3/+aYpjAjMrmM+Vbic+x/MOAAAaJnauLCqMQ0roT88wBUt+dzc6EFq8eHGWoxD6AiWw7gVfR6w5TR81K2vpQwEAACvi4uxIoaUL2HXTYKMDIU6KVsdl61yyzuXqvNI7AiHriIazK59XV6qgB61EwjUAAMiQ0TlCjx490jglJyeL/j0NGzak5cuXS3OUAAAAABIwyeIe5cqVoylTpmQaLQIAAACwZiZb5YwbK966dctUdwcAAABgfTlCvGaXdi4KL7Px66+/UoMGDUx5bLKCVS4AAABsIBDq3LlzpkoxXkG+efPmNG3aNFMeGwAAAMiAghS2Ewilp6dLcyQAAAAAtpojBAAAAGBrDBoRGjZsmMF3OH369NwcDwAAAMiMQmHlgZChC6lifSsAAACwJQYFQjt37pT+SAAAAACsNUfo2rVrRi3bAFkrmM8FTxEAAICtBELcPfrevXuqy927d6c7d+5IdVx2r4CHa67vw9GBaOXAuiY5HgAAADkyOBDSHg3atGkTPXnyRIpjkqWc5FcNaVHeLKsCAwAASMmSE04on7dh/RuVsvQhAAAAGCSvixNZI0djRiy0Ry1QJWY5c9+rSflcje6HCQAAAGqcjZka69u3L7m6ZuS2PH/+nAYNGkQeHh4a+61du9bQuwQAAACwjUCoT58+GpffffddKY5HNrRTgrDoKgAA2LNO1YvSmmNxlJqWbpuB0IIFC6Q9EgAAALBbvh4udHZCa7HAatDocLIWSJa2IcdGh5Gfpys5OzpQvTKoFgMAANvi4uxIrs7WlTSNbFsrYUj1fIF8rnRoZAsxrOiWx7r+kAAAALJSsYi33uty0EHGZBAIWYFutYpT/ryGdZp2dHQgN0cEQQAAYBvCP2tEp28mUrsqhckaIRCyAlPfqmbpQwAAAJBEcGEvccpK2UL5yFKQIwQAAAAW5WjBuTEEQhaCZpQAAACWh0AIAAAAZAuBkJ2y5AJ2AAAAtgKBEAAAAMgWAiEAAACQLQRCFiJ1frwlm1MBAADYCgRCAAAAIFsIhAAAAEC2EAgBAACAbCEQslMonwcAAMgeAiEAAACQLQRCFoKqLgAAkKvVg+ppXFZYcBoDgRAAAACYVe1AX7IWCIQAAABAthAIAQAAgGwhELJTbnmcLH0IAAAAVg+BkIV8/2ZV8nBxotHtK0hy/+M7VqTgwp409c2qktw/AACAPXC29AHIVeVi3nRmfGtydJRmUbDiPnkp/LPGktw3AACAKTlYsJQaI0IWJFUQBAAAAIZBIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAIFs2EwhNmjSJ6tevT3nz5qX8+fMbdBuFQkFjx46lIkWKkLu7O4WFhVFUVJTkxwoAAAC2wWYCodTUVHr77bdp8ODBBt9m6tSpNHPmTJo9ezYdOnSIPDw8qHXr1vT8+XNJjxUAAABsgzPZiAkTJojzhQsXGjwaNGPGDBo9ejR16tRJbFu8eDH5+/vT+vXrqUePHpIeLwAAAFg/mxkRMlZ0dDTFx8eL6TAlb29vCg0NpcjISIseGwAAAFgHmxkRMhYHQYxHgNTxZeV1uqSkpIiTUlJSkoRHCQAAALIdERoxYgQ5ODhkebp48aJZj2ny5Mli5Eh5CggIMOvjAwAAgExGhD7//HPq27dvlvuULl06R/dduHBhcX7nzh1RNabEl6tXr673diNHjqRhw4ZpjAghGAIAAJBOlWLeJMtAyM/PT5ykUKpUKREMRUREqAIfDmq4eiyryjNXV1dxAgAAAOk5OhC9V6+k5R6fbERMTAydPHlSnKelpYmf+ZScnKzaJzg4mNatWyd+5mm1zz77jL799lvasGEDnTlzhnr37k1Fixalzp07W/A3AQAAAKW+9UtRHifLhSM2kyzNjREXLVqkuhwSEiLOd+7cSU2bNhU/X7p0iRITE1X7DB8+nJ48eUIDBw6khIQEatiwIYWHh5Obm5sFfgMAAACwNg4KbrgDevF0GidNc4Dl5eWFZwoAAMAEAkdsFOf9GpSisR0qkqU+v21magwAAADA1BAIAQAAgGwhEAIAAADZQiAEAAAAsoVACAAAAGQLgRAAAADIFgIhAAAAkC0EQgAAACBbCIQAAABAthAIAQAAgGwhEAIAAADZQiAEAAAAsoVACAAAAGQLgRAAAADIFgIhAAAAkC0EQgAAACBbCIQAAADAYvI4OVjuwREIAQAAgCUMbxNEZQvlo0FNypAlOSgUCoVFj8DKJSUlkbe3NyUmJpKXl5elDwcAAABM+PmNqTEAAACQLQRCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAIFsIhAAAAEC2EAgBAACAbCEQAgAAANlCIAQAAACy5WzpA7B2CoVCnCclJVn6UAAAAMBAys9t5ee4PgiEsvH48WNxHhAQYOhzDwAAAFb0Oe7t7a33egdFdqGSzKWnp9OtW7fI09OTHBwcSE6RNAd/sbGx5OXlZenDkS28DtYBr4N1wOtgHZJs5POBwxsOgooWLUqOjvozgTAilA1+8ooXL05yxX/k1vyHLhd4HawDXgfrgNfBOnjZwOdDViNBSkiWBgAAANlCIAQAAACyhUAIdHJ1daVx48aJc7AcvA7WAa+DdcDrYB1c7ezzAcnSAAAAIFsYEQIAAADZQiAEAAAAsoVACAAAAGQLgZCMxMXF0bvvvksFChQgd3d3qlKlCh09elSj+dTYsWOpSJEi4vqwsDCKiorSuI+HDx9Sr169RO+I/PnzU//+/Sk5OdkCv43tCgwMFM05tU8fffSRuP758+fiZ36d8uXLR2+++SbduXNH4z5iYmKoffv2lDdvXipUqBB9+eWX9PLlSwv9RrYpLS2NxowZQ6VKlRJ/72XKlKGJEydqtOPH/4T0uOHdZ599RiVLlhSvQ/369enIkSN4DSS2Z88e6tChg2g2yO8/69ev17jeVH/7p0+fpkaNGpGbm5towjh16lSyOtxZGuzfw4cPFSVLllT07dtXcejQIcW1a9cUW7ZsUVy5ckW1z5QpUxTe3t6K9evXK06dOqXo2LGjolSpUopnz56p9mnTpo2iWrVqioMHDyr27t2rKFu2rKJnz54W+q1s0927dxW3b99WnbZt28afvIqdO3eK6wcNGqQICAhQREREKI4ePaqoW7euon79+qrbv3z5UlG5cmVFWFiY4sSJE4pNmzYpChYsqBg5cqQFfyvbM2nSJEWBAgUU//33nyI6OlqxevVqRb58+RQ///yzah/8T0ivW7duiooVKyp2796tiIqKUowbN07h5eWluHnzJl4DCfH7xtdff61Yu3ateP9Zt26dxvWm+NtPTExU+Pv7K3r16qU4e/asYvny5Qp3d3fFnDlzFNYEgZBMfPXVV4qGDRvqvT49PV1RuHBhxQ8//KDalpCQoHB1dRV/vOz8+fPiH+bIkSOqfTZv3qxwcHBQxMXFSfwb2K8hQ4YoypQpI14Dfs7z5MkjPpSVLly4IJ73yMhI1RuYo6OjIj4+XrXP77//Lj48UlJSLPI72KL27dsr+vXrp7Gta9eu4k2b4X9Cek+fPlU4OTmJYFRdjRo1xIc0XgPzIK1AyFTP+2+//abw8fHReF/iz6KgoCCFNcHUmExs2LCBatWqRW+//baYSgkJCaE//vhDdX10dDTFx8eL4U/11uShoaEUGRkpLvM5D3/y/Sjx/rwMyaFDh8z8G9mH1NRUWrp0KfXr108MTx87doxevHih8ToEBwdTiRIlNF4Hntb09/dX7dO6dWux/s+5c+cs8nvYIp6CiYiIoMuXL4vLp06don379lHbtm3FZfxPSI+nc3mKkqdN1PFUDL8WeA0sI9pEnwe8T+PGjcnFxUXjverSpUv06NEjshYIhGTi2rVr9Pvvv1O5cuVoy5YtNHjwYPr0009p0aJF4nr+o2fqH67Ky8rr+JyDKHXOzs7k6+ur2geMw/PyCQkJ1LdvX9VzzG8a/AaT1eug63VSfx0heyNGjKAePXqIQDNPnjziywHnqnDOg/pzif8J6fBi1vXq1RO5Wby4NQdF/MWAP0Bv376N18BC4k30t28r71VYdFUm0tPTReT+3Xfficv8pn/27FmaPXs29enTx9KHJ1t//vmnGIHghEUwr1WrVtGyZcvor7/+okqVKtHJkydFIMSvBf4nzGfJkiViRLRYsWLk5ORENWrUoJ49e4rRUQBzwIiQTHDmf8WKFTW2VahQQVQfscKFC4tz7eokvqy8js/v3r2baWibKweU+4Dhbty4Qdu3b6cBAwaotvHzyNNlPEqU1eug63VSfx0he1xppxwV4qnG9957j4YOHUqTJ0/WeC7xPyEtrtbbvXu3qDaKjY2lw4cPi+nh0qVL4zWwkMIm+tu3lfcqBEIy0aBBAzEvq45zI7hklXEJMf9hcs6EEuec8FwvD10zPucPaPVvajt27BCjTTx3DMZZsGCBGFrmMnilmjVrimka9deBXzcOWNVfhzNnzmi8CW3btk2UsGoHu6Df06dPRT6DOh6R4L9nhv8J8/Lw8BBf2Dh3hKfvO3XqhNfAQkqZ6POA9+EyfQ5s1d+rgoKCyMfHh6yGpbO1wTwOHz6scHZ2FiXDXKK6bNkyRd68eRVLly7VKJfMnz+/4p9//lGcPn1a0alTJ53lkiEhIaIEf9++fYpy5cqhfD4H0tLSFCVKlBAVFNq4fJ6v27Fjhyifr1evnjhpl8+3atVKcfLkSUV4eLjCz88P5fNG6tOnj6JYsWKq8nkuI+Y2BMOHD8f/hBnx3y9XG3FLj61bt4py7NDQUEVqaqq4Hu9L0nj8+LFov3HixAlR/TV9+nTx840bN0z2vHOlGZfPv/fee6J8fsWKFeJzB+XzYDH//vuv+ADlEsjg4GDF3LlzNa7nkskxY8aIP1zep0WLFopLly5p7PPgwQPxh879Vrhc+/333xf/UGAc7uHEbz7azy/jN5r//e9/ouyU3zS6dOki+g2pu379uqJt27aiJwd/eH/++eeKFy9e4GUwQlJSkmhdwEGnm5ubonTp0qJkW73UF/8T0lu5cqV47l1cXETJ9kcffSQ+QPEaSIv7lvF7EGmd+AuCKf/2uQcRt27h++AvHhxgWRusPg8AAACyhRwhAAAAkC0EQgAAACBbCIQAAABAthAIAQAAgGwhEAIAAADZQiAEAAAAsoVACAAAAGQLgRAAAADIFgIhADA5BwcHWr9+vVU/s02bNhWrzZvDmDFjaODAgZI/zuzZs6lDhw6SPw6APUFnaQAwSN++fWnRokXiZ2dnZ/L19aWqVatSz549xXXqC5jGx8eLRRVdXV2t9tnlVbJ5gVtPT09JH4efi/Lly4uFcpWLHEslNTVVLJi5YsUKatSokaSPBWAvMCIEAAZr06YN3b59m65fv06bN2+mZs2a0ZAhQ+iNN96gly9fqvbjlastGQRxQJAdDuSkDoLYvHnzqH79+pIHQczFxYXeeecdmjlzpuSPBWAvEAgBgME4uOEgp1ixYlSjRg0aNWoU/fPPPyIoWrhwoc6pMQ5KPv74YypSpAi5ubmJgGDy5Mka+/7+++/Utm1bcnd3p9KlS9Pff/+t8bixsbHUrVs3yp8/vwhgOnXqJIIxJR6R6ty5M02aNImKFi1KQUFBYvtvv/1G5cqVE4/r7+9Pb731lt6psUePHlHv3r3FSFbevHnF8URFRamu59+PH3/Lli1UoUIFypcvnyowzAqPzmhPV/Fjf/rppzR8+HDx+/BzOn78eI19+HmZM2eOCDL5ePgxIyMj6cqVK+L2Hh4eIsC6evWqxu34sTZs2EDPnj3L8rgAIAMCIQDIlebNm1O1atVo7dq1Oq/n0Qn+YF61ahVdunSJli1bRoGBgZlyaN588006deoU9erVi3r06EEXLlwQ17148YJat24tRm/27t1L+/fvVwUh6iM/ERER4v63bdtG//33Hx09elQEG998843YHh4eTo0bN9b7e3AwxbfhY+WAQ6FQULt27cTjKz19+pR+/PFHWrJkCe3Zs4diYmLoiy++yHL67fz581SrVq1M1/E0Iwczhw4doqlTp4rj5GNXN3HiRBGcnTx5koKDg8Voz4cffkgjR44Ux8rHyEGmOn4sHp3j+wUAA1hu4XsAsCV9+vRRdOrUSed13bt3V1SoUEF1md9a1q1bJ37+5JNPFM2bN1ekp6frvC3vO2jQII1toaGhisGDB4uflyxZoggKCtK4fUpKisLd3V2xZcsW1bH5+/uL7Upr1qxReHl5KZKSknQ+bpMmTRRDhgwRP1++fFkcx/79+1XX379/XzzGqlWrxOUFCxaIfa5cuaLaZ9asWeJx9Tlx4oS4TUxMTKbHbtiwoca22rVrK7766iuN52X06NGqy5GRkWLbn3/+qdq2fPlyhZubW6bH9fHxUSxcuFDvcQHAaxgRAoBc489tnsrRN9LCIxo8XcUjNFu3bs20T7169TJdVo4I8SgRTwfxiBCPBPGJp5OeP3+uMS1UpUoVkSOj1LJlSzENx1Nt7733nhiJ4hEdXfixOAE8NDRUta1AgQLimJXHwXiKqkyZMqrLPN139+5dvc+LcnqKp+a0caK5Ol33pb4PT+0pf0/1bfw8JCUladyOpxj1/a4AoAmBEADkGgcLXK2kC+cSRUdHi2keDgw410c9Vyc7ycnJVLNmTRFMqZ8uX74spoqUeJpJHQdOx48fp+XLl4sgY+zYsWIKLyEhIce/J1eZqePgL2PwRreCBQuq8o8Mua/09HS9+ygDTV3btG/HU3J+fn4G/U4AcodACAByZceOHaI0nHN89PHy8qLu3bvTH3/8QStXrqQ1a9aID2ulgwcPauzPlzk5WBlIcdJyoUKFqGzZshonb2/vLI+NR3nCwsJEDs7p06dFgjUfrzZ+LO28mgcPHojcoooVK1JO8egR/+6cJ2QuPErGo0QhISFme0wAW4ZACAAMlpKSIvrixMXFidGW7777TlRwcWUTJ/XqMn36dDEqc/HiRTGKs3r1alElxRVYSrxt/vz54vpx48bR4cOHVUnAnDzNIyv8OJwszaNLu3btEtNsN2/e1HusnDDNido8enTjxg1avHixGDlRVpSp48oyvv8PPviA9u3bJ6bj3n33XVEdx9tzinsrcSDG92ku/BzxdKD6FB4A6IdACAAMxpVXPM3EVV9ctbVz504RbHAJvZOTk87b8BQVj8hwNVPt2rXFqMymTZs0GjBOmDBBlJlzTgwHLBw4KUdiOC+HK7RKlChBXbt2FaM3/fv3F6MePNqiDwdaXMnGVW18G+66zPdbqVIlnfsvWLBATMFxUMc5SjzlxcepPYVlrAEDBojfTXv6Sir8O3JABwCGQWdpALAoznNZt26d6ANkjzig4iTsoUOHii7cUjp37pwI/HhkLbtpQwDIgBEhAACJA725c+dqdN6WCjd35BE1BEEAhsOIEABYlL2PCAGAdXO29AEAgLxlVX4OACA1TI0BAACAbCEQAgAAANlCIAQAAACyhUAIAAAAZAuBEAAAAMgWAiEAAACQLQRCAAAAIFsIhAAAAEC2EAgBAAAAydX/ARxdByjhiUoqAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits\n", + " NAXIS: 1\n", + " Original data shape: (22001,)\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Trying smooth spectrum\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Another failed file test\n", + "failed_file_test = [\n", + " \"ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III.fits\", \n", + " \"ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III.fits\"\n", + "]\n", + "\n", + "for filename in failed_file_test:\n", + " file_path = os.path.join(path, filename)\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " data = hdul[0].data\n", + " header = hdul[0].header.copy()\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " print(\" NAXIS: \", header[\"NAXIS\"])\n", + " print(\" Original data shape:\", data.shape)\n", + "\n", + " # 1D flux\n", + " wcs_1d = WCS(header, naxis=1)\n", + " last_idx = data.shape[-1] \n", + " wavelength = wcs_1d.pixel_to_world(np.arange(last_idx))\n", + "\n", + " if data.ndim == 3:\n", + " hdul[0].data = data[0, 0, :] #get (N,)\n", + " else:\n", + " hdul[0].data = data\n", + "\n", + " spec = Spectrum(flux=hdul[0].data * u.Unit(\"erg / (cm2 s Angstrom)\"),\n", + " wcs=wcs_1d)\n", + " # Check specutils func\n", + " check_spectrum_plottable(spec, raise_error=True, show_plot=True)\n", + " print(\"Trying smooth spectrum\")\n", + " smoothed_spec = median_smooth(spec, width=101)\n", + " check_spectrum_plottable(smoothed_spec, raise_error=True, show_plot=True)\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "wavelength range: 298.92 - 555.999999999766\n", + "flux range: -1.158413100686706e-13 - 1.221474906897696e-13\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# # Xshooter UVB \n", + "Xshooter_UVB = \"SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II.fits\"\n", + "file_path = os.path.join(path, Xshooter_UVB)\n", + "\n", + "with fits.open(file_path) as hdul:\n", + " data = hdul[0].data\n", + " header = hdul[0].header\n", + "\n", + " print(f\"wavelength range: {header['CRVAL1']} - {header['CRVAL1'] + header['CDELT1'] * header['NAXIS1']}\")\n", + " print(f\"flux range: {np.min(data)} - {np.max(data)}\")\n", + "\n", + " spectrum = Spectrum(\n", + " flux=data * u.Unit(\"erg / (cm2 s Angstrom)\"),\n", + " wcs=WCS(header, naxis=1)\n", + " )\n", + "\n", + " check_spectrum_plottable(spectrum, raise_error=True, show_plot=True)\n", + " smoothed_spectrum = median_smooth(spectrum, width=101)\n", + " check_spectrum_plottable(smoothed_spectrum, raise_error=True, show_plot=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/scripts/spectra_convert/zhang18/test_converted_spectra.ipynb b/scripts/spectra_convert/zhang18/test_converted_spectra.ipynb new file mode 100644 index 000000000..dd23191b5 --- /dev/null +++ b/scripts/spectra_convert/zhang18/test_converted_spectra.ipynb @@ -0,0 +1,2713 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import matplotlib.pyplot as plt\n", + "from astrodb_utils.spectra import check_spectrum_plottable\n", + "from specutils.manipulation import median_smooth\n", + "from astropy.io import fits\n", + "import astropy.units as u\n", + "import os\n", + "import pandas as pd\n", + "import numpy as np\n", + "from specutils import Spectrum1D, Spectrum\n", + "from astropy.wcs import WCS\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "path = \"/Users/guanying/SIMPLE db/SIMPLE-db/scripts/spectra_convert/zhang18/processed_spectra\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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uSmvc0sPkbAhUAADAIy3aXTTtM7R9DWpdI9Kk6kcKVNjNtBz5BG68Fo80bWRv3nbqTJtlVIIdF2bd8UqrSbtsoJKTk2O/IwEAACgnyhJjqV19gK+3SR+VQP0+c4m3ylWSHTX142OnERXlSJBxh9oJAxuRmtkUqKxevZqGDx9OtWvXJl9fXwoKCqKwsDDq1q0bTZs2ja5eveq4IwUAALATZev7ZlXCDVYW5vJkaQQjxL9oSse4rb6U3+JI3nZKps0wylHpVCda3o4O8aMu9WLIpQOVZcuWUf369enJJ58kHx8feuutt2jp0qW0du1a+vHHH0Wgsn79ehHAPPfcc3Tz5k3HHzkAAIAdmrw1lQMVb0XVj2EfFbZo9yWD51DGLUYxjN1ovM0HSWUZUZl8T2OD49V4e5t0021ZPYLUwqrC7xkzZtD//vc/6t+/P3nrh6GUHnroIXF95coV+vLLL+mXX36hsWPH2v9oAQAA7EDZEl8qAZbyUbJ5REWfm8EjGjWjg+h8UmaxzxcR5JhkWm99AFHWQEUaUeGRk5Gda9EXimks/v4V6TbCG30b0GM/7qL6cSHkEoHKjh07rHqyKlWq0IcffljWYwIAAHCo7PyiqZBhHWuYGVEplE/iE+9uTKPm7i2270i3+rGODVQKy/Y8GfoRlRB/3Wl/2+lEg6TgQXdUpk0nb1LtmGCxz0//XqRnO356qySo+gEAAI+TlVsUqNSPCzUKVIpyVPgk3rNhBZo/qp0IWibd3djkud7u39CuCxEqeeuftqCMIyrSCJL0PT7cppp8X6CvhgbfUYX+eK4jrXips9jnq59zupqSbfP6QPZmU8/fwsJC2rx5M23dupUuXLhAmZmZFBsbSy1btqTevXtTtWpF3zgAAIBaXU/NFtdSpY/h1E+BnMTKwQkHIV3qxdLpDwaIfe+tOmbwXKEl9CQpC43+OIyrlGwllRn76AMQH0XuDX/f/D22qRkl72tQURe8sVsZuVaXMzttRCUrK4vef/99EYgMGDBAVP8kJyeTRqOh06dP0+TJk6lWrVrivp07dzr+qAEAAMpg/LL/5HwUiXJEpUB/YudEU2MjOtU0uC1NpziCl5yjYtvXGa/pI42KSCMlvRrFyfc1qlQUlCiDF2khRnstiFhaVr27XPHTsWNH+uGHH6hPnz6iNNkYj7AsXLiQHnnkERo/fjw9/fTTjjheAACAMktMzzXZ568cUdEHCFKirVIT/To4EmmUwqFTP4Vam4KwBbsuimmqh9tWo2B/HzlQ8dOPpHBwdfy9fsX2gBExWoHzAxWr3t2///6bfvvtNzFiYi5IYTVq1KBx48ZRfHw89ezZ097HCQAAYBf5FnIupBEVHmWRTs7K7rOSAc0qldsnofG2veqHgxRpiqr1++sMGrxJIypSgFJcozqNnSqOyiVQadTI+q51HMjUqVOnLMcEAADgMDfTi7qq925UQd6W8jBOXE81SKY1xiMUjSoZjqo4incZgwUOunjdIqnc2lcfjFlD+t7L2r6/rGwer+KEWkv7L14sWjcBAABAjTIVFT/jBzY2ydW4lpwtlyebC1QsTQmptTw5J7+wKEfFhuOWR3NcJVBJTU0Vjd2Cg4MpLi6OJk2aRAUFRR82d6PlhFoAAAA1k3qDcLJoLX3fEBbop0vbzCkoKk+2FJCUV96Gtx3KkznnxjiZ1pZApayl0WVl9RFPnDiRDh06RPPnzxfr+sybN48GDRpEublFCUllLZ8CAABwtHOJGeI63KibrNQun0/qxeWosBd71BXXNaKDymVERVuG82tKVh7l5ts+9SO9trOTaa2uqVq+fDnNnTuXunfvLm4PHjyYBg4cSPfccw+tXLlS7HNUwxsAAAB7kRJLjU/AUjkuxwRSgzRLIyoDmlUUDdLq6ZvFOYq3nExbtqkuqVy5NCMqZe2KW1ZWHzFP7XBljyQmJkYsRJiWliaqgbj5GwAAgNq9+cdhuZGZktQ2XpnHorFwYpcapIUHOmaNn7KUJxvjrz16LcWgPNmWEZV8J0cqVgcq1atXp+PHjxvsCw0NFaXL3BDuvvvuc8TxAQAA2IynSo5fS6W07DxxO/5GGm1XrG9jjnK0ISuvoFyTZh3ZmTavsJAiAv0Muu9aQ+pe6xLlyaxv3740Z84ck/0hISG0du1aCghwXntdAAAApR1nkqj/51vFYoK8yGCf/22hoT/uonk7zlt8o3Tt8g3XApJ6iTiLlx3yRLg0OVO/KGH1KOtzaqTv3clL/VifozJlyhS6evWq2ft4ZGXdunW0f/9+ex4bAABAqUxYfkRc7z53y2CKZ9KKo8UGBTyqwvkp0oiKpWTa8qKxsYU+B2XmGtxJa/3YlEzr7WLJtJGRkeJiCQcr3bp1s9dxAQAAlNrl21ny9h97L5t9zKzHW5ns85MCFf2IinLxPmfw1r+8NdMv3O+kzfvrTfbnFWoVLfRtSKZVSWfaUq2ktGfPHtq4cSMlJCSYNICbOXOmvY4NAACgVLrWj6H1xxPE9qfrTpl9TI3ooh4qBgm1OSRPlTh7RMXbhmAhLSef0vQ9YkxHVGzvo+Ktks60NgcqH3zwAU2YMIEaNGggGr8pS5JRngwAAGqwNb74xFnWwExpcWiAj5gqup2Zp4pkWm8bypMtTdFwoMHdaZW9YqwhxTSFrhaofP755zR79mwaMWKEY44IAACgjLi6RTo5lxQEKAUaVcVoxBLCzuNtQ3myufwUKZm2dJ1pvVWRo2LzJ+Dt7U2dO3d2zNEAAACUEbeM526sxRl0R2Wz+41XE3al8uRcC4EZ90GR7lP2iinxte3Qvt8pgcrYsWPp66+/dszRAAAAlNGqw9eKvf+B1lXp/cFNzd4X4GM8oqKW8mQqkfEIUt0KIeKap7KkQRHjQMwVFiW0eern9ddfF63z69SpQ40bNyZfX8OufEuXLrXn8QEAANgkOdOw46yxXg0rUGiA+Y6yxidyZwcq3jZU/eTkGQYqNaOD6HRCOiWl58r5KWEWvm/zr+2iybSjR48WFT89evSg6OhoJNACAICqVAgrvgFpn8ZxFu8zzVFRRx8VrTVTPwUFZo9dWg7A+Hsr8bXlRF4XC1R4YcIlS5aIURUAAAA15qgwPsebO8f6FJNQmpieY/hYtUz9aG0fUYlPSBfXJ2+k2pxIqwxUXC6ZNioqSkz7AAAAqFGOPlAx1y7+y0dbFvu17WpFGdy2NEVUXjQ2lCfnGCWynL2ZIa63n07yrEDl3XffpcmTJ2O1ZAAAUKVs/chCnNEU0Nwn29E9LcxX+0gignSL90mCbEg+dWiOSqHtIyrGFT6+PraNDrlsZ9ovvviCzpw5I5q91axZ0ySZFuv9AACAGqZ+qkYE0hE/jcjR4CqfbvVjS/zaqGDDc5ot5bzO7kybo+ij8la/hqJEe9bmM9S8ajgdvpxCvjb2hHHZzrSDBw92zJEAAADYQXqOro18ZLAfrX2lq9iuZuWqwcYjKrZOlzizM22uvjy5e4NYer57HZqpXzpAej9snvqRgiRXC1R42seerly5Qm+99RatXr1aTCfVrVuX5syZQ23atLHr6wAAgGdI0q+WHBXsZ3WAIokyClScP6JCVueJSCs+S9U9fvqObZk5BaWb+lFJjopPaRYk5IUI27dvb7B/165dpNFobAowbt++LbrccqkzByqxsbEUHx9f7CrNAAAAxUnSV+5EBxsGHdaINBlRcZ3y5K/+OW0QqEjVTdICiz6lnPopcG6cYnsy7YsvvkiXLl0yOzLC99nio48+omrVqokRlHbt2lGtWrWob9++qCoCAIBS406s0oiKrSqE+Rvc9nPy1I+XleXJl25lUkKaLkDbeDLBoLQ6Vb+ickSQb6lGc6wJkhzJ5k/g2LFj1KpVK5P9LVu2FPfZYuXKlWIE5sEHH6QKFSqI5/jhhx8sPj4nJ4dSU1MNLgAAAOamfqJDDIMOaxczVFb6SIGC2suTD15Klrfvbl7ZbA8YW4Mu6audHKfYHqj4+/vTjRs3TPZfu3aNfHxsm0k6e/Ysffvtt1SvXj1au3YtPf/886LzLTeVM2f69OkUHh4uX3g0BgAAXBePBNR8+08a9NW2Mj3P9L+Oi+fZfOomXb6dVeqpH7b4mQ7iumHFUHI2byvLk6VKJzbl3iZmG9v52phv4+wgrdSBCk/NjBs3jlJSUuR9ycnJ9M4771CfPn1sei7OdeHRmQ8++ECMpjzzzDP09NNP06xZs8w+Xnpd6WJuCgoAAFzHioNXxPWhyyl09qauk2ppfLflrLgePnu3vC8qpHSBSvOqEbT97Z607IXO5GxeVpYn5+kTSfo2jpNzS4zza0o7jaUlF0um/eSTT6hr165Uo0YNEVywgwcPir4q8+fPt+m5KlWqJBY2VGrUqJFo0W9pNIcvAADgHtL0pbPKMlrJ+cQM2n3+Fj3Qqqp88rWFLQvwGasSEUhqoLFy6idX30NFOWpiHNvYmhislqkfmwOVKlWq0OHDh2nBggV06NAhCgwMpJEjR9Kjjz5q0vytJFzxc/LkSYN9p06dEkEQAAC4vzR9oqfxNhvz60E6dCmZdp5JopkP32HT8zatEkbuwNvKqR9pREU5avL5hnir1zgySx0zP7YHKiw4OFhM05TV2LFjqVOnTmLq56GHHqLdu3fT999/Ly4AAOD+lMHJ4j2XqHPdGPk2Byls2+nEYp/DXJ+PfGfX1NqJv48usTdb0XWWpWXn0cg5e6hjnWh6rW8DytWv86MMVG5n6pKKJaVdX9HZ76RT667atm1Ly5Yto0WLFlHTpk1p6tSp9Nlnn9HQoUOdeVgAAFBO+IQrSVdsm5v+sKZ1vOTE9TRyB376qZzcfMNwYeWhq7T3wm368p/TYrQlR9+VVtnUTar+kWTlGq4FVBIv/ZCKy0392Nvdd98tLgAA4Hl4HR5JclZRoJKQlm2y3o0lWYrnkHz+iG1TRWqlkXNUtBa/5/TcfDlYC9CPwLBqkYZdeRtXtm06TCVFP84dUQEAAM+mLKtVTte0m7bB6hGVw1eKqlAlg+6oQu5A42V+YUBl3MIjKnn6ERdly/9gf8OVn0vbuM3ZVT8IVAAAQBWBSp4+z8KYceMyY0nphrkY7sRHX6lTUGj43igDF87Rkd475cKDxiMoBy4WNYVzpaofmwMV7l1y+fJl+TYnwL7yyitIgAUAAJtl5xUanHzjb6TR4K+3GzympPOktJaNO9LogzTj5OB8RVDH7fWlQEU5otKpToxBAu1NfYt9t5/6eeyxx2jjxo1i+/r166LJGwcr48ePp/fee88RxwgAAG5KWvGX8cl21Ny9Bu3gWa4+UdSShbsukrvSWGj4phx94sEWqerHePTp4bbV5e2ejSqQK7I5UDly5IhYQJD99ttvolrn33//FX1Vfv75Z0ccIwAAeMDUz4WkTLp4K9PkMVeSdS3xzeGRBeMKn19GtSe3G1EpNAxUchUjLPmFhXIfFeXUDzt5vWhNvPtaVilV1Y+z2Vz1k5eXJ3eHXb9+Pd17771iu2HDhmK9HwAAAGvlKKZ+SiM+oajt/ohONWnCwEa2NzZziRwVbbEjKnlyebLh975fkZcS7F+6Ql+XWz25SZMmYi2erVu30rp166hfv35i/9WrVyk6OtoRxwgAAG6IT77SlEVpT5YZirb77hakMI23t9kclTyjHJU1R6/rHm+UWLL0hU7iunZsMIXYGKhIT+XsZFqbw6uPPvqI7rvvPvr4449p+PDh1KJFC7F/5cqV8pQQAACALdM+JeGARurSqpSqbxLHLfPdLUhRBh4FRiMqxlU/5nJ+WKvqkXT+w4Glem21JNPaHKh0796dEhMTKTU1lSIjI+X93FI/KMiwuQwAAIAlxifV4nBCrblARWrBX5YFCNXM27to1ESpQDHCwom2MSH+lJieQ40qhdr9GJzdQr9UE1YajcYgSGE1a9a01zEBAIAHsGVERUoWNZaq72YbGuD0RuuOrfopNApUFIELTwvx98+BinEybdmoo4W++42TAQCASwUqvvqEUWNBfhq53NZSiXKCvjdIqJuOqGj0378yMNl7/hb9se+ywYjKucQMq5rjueLUDwIVAABwarM3S9M23LysaFE+84EKL8rHDly8Te7IWwpUFCMq45cdsbgCdUnLDZQGWugDAIBHL0hoadqGT7lyoFJgOk30f4euytsRQX7kKVM/J28Y9o159Ied8naTyuF2e22XbaEPAABgD7cyckrs7yHlXOTqF91TennRAXn728dbueWHorHQ8M2chhVD7Tqiopapn1JlH+3Zs0e00U9ISKBCo4WSZs6caa9jAwAAN3TqRppok5+p74HCFSvm3M7MoyoRgWK7pH4rFUIDyB1pvM230DdnWMcaDjkGl6v6+eCDD2jChAnUoEEDiouLIy9FyKXcBgAAMOeeL7dRTn4hRQfrpmsignxpzsi2NH7pfzS8U02avvqE/Fj/EnJU3J3GTI4KN25LVzS6UyYf25PcQt/Jcz82Byqff/45zZ49m0aMGOGYIwIAALd1ISlDBCksKSNXzlHp0aAC/Tuul7itDFSkqR9lJ1ZP4m2m4Zul6R0/jZ0DFZWMPdico+Lt7U2dO3d2zNEAAIBbM7foIE/xWFJc1U/NaF2T0TvrxpC70shTP0X7LJUgS++Vu0392PxdjR07lr7++mvHHA0AALg1c0FJoK/hSMDCp9uL6aAvHm0p91iRRmGUpEofni5yVxozIyrSQoWODlRUMqBi+9TP66+/TgMHDqQ6depQ48aNydfXsP596dKl9jw+AABwI1InWaV3BjQyuN2pTgwdmNhH5D0u3HXB4tSP1DBOymPxlBb63hbmZPwctNaRs8uTbQ5URo8eLSp+evToIVZLRgItAABYS9mcTBKlT6pVks4t0kk5OVOXz6J0S5/jYu7r3W7qp7DkQCXA184jKvrXcXbDN5sDlblz59KSJUvEqAoAAIAtjl9LlU/APJ3xzdDi+5/8eyZJXE9ccZSGddRN8WTm5tOSfZfl9vnhge7ZPt9g6kdbFCxcSc4y+1h3bXpnc6ASFRUlpn0AAABstVLfTbZF1XBa+oLthRlnbqZTr083G+wLc+NAxVs/osJxilarFaMcPMVjrq9MZJCvW0792DxO9O6779LkyZMpM9M0cxsAAMAa8TfSS/VGfb1Rt7aPEvcVcfcRFcYjUJNWHLHY/M7eI0vSSzu76sfmT/eLL76gM2fOiGZvNWvWNEmm3b9/vz2PDwAAXNzphDSKDvanSEUuyUcPNLf5eTihdun+Kwb7uAeLIxbiU9uIitRGf94OXXKxuWZv9s4ZlRu+uVqgMnjwYMccCQAAuJ3TCenUe+YWsX3+w4Ei4ZNXTW5WxbrF8x5oXZX+2HdZnIi59b4xS4ml7sJHEagU10b/6xJyfVx56sfmQIWnfQAAAKzR/3NdkMI+WXtSBCm25JX0b1pRBCr1KoSYPWGmmCl3dicaoxEVS7izr70VTf24WNWPZN++fXT8+HGx3aRJE2rZsqU9jwsAANxAXkHRSe4rfX4JnwBDrcwrkZqYccM3axbmczfeihGjdEVpN3fjbVIljL7bfJaC7bzGj0QtY1U2Byq8YvIjjzxCmzZtooiICLEvOTlZ9FVZvHgxxcbGOuI4AQDAxaRlmx/t4CBFmXtRHKmJGSeQeuJ6PxrF+5SUXtRL5sfhbcR1xbAA6tUwzrEH4WpVPy+//DKlpaXR0aNH6datW+Jy5MgRSk1NFc3gAAAA2A9bzhq8EVJjNlvKiZVr/Ri30ef7/nmtm1u/2d6KeC4xQ9c3Ji7MnwJ8NeIysnMtqq5f88je1JL+Y/OIypo1a2j9+vXUqFFRy2Nupc/r//Tt29fexwcAAC4qzyinQuoka0s5sTJQMV6YcOVLnal2bAi5My8vLxGs8FuZol8nKTSgfPvGOHvCzeYRlcLCQpOSZMb7+D4AAAB2Wx+YtKsVVep+HzxqwLLyCgwClamDm1LDimEeNf2Tok8cDgson74xcgt9J+cG2Ryo9OzZk8aMGUNXr+q6C7IrV66IVZV79epl7+MDAAAXlarPUbmjmi6fUeJrw+J5UtJtRk6+3OiMA59hHWqQpyXUTl55VFyXV98Ylcz82B6ofPXVVyIfhZu9cSt9vtSqVUvs+/LLLx1zlAAA4HJSs3RVKo0rGY58/HclxernCNYHKjz1IT2fO6+WbI7GKDDZc/52ub6+s4utbB4/qlatmug+y3kqJ06cEPs4X6V3796OOD4AAHDxERXuHntiaj9qOHGNuP1yz7pWP4cyKJGqiKRKIE+hcVbnXVdsoZ+Xl0eBgYF08OBB6tOnj7gAAAAY23zqJh2+nCLnpHCuyaHJfWnHmSTq1cj65mQ+Gm/RnZWbnS3Zf9kgwdZTBPv5UJqih8pb/RqWy+uqpYW+TZ82J8xWr16dCgoKHHdEAADgUo5fS6WDl5Ll2zn5BTR89m75dh19ZQ4HLP2aVrQpR0U5qnJKv5ChpzV+CzVKnh3ZuWa5vr6z326bw9Lx48fTO++8I/qnAACAZ7uanEX9P99Kg7/eTsmZuiqfMYsOGjxGuRhhafjrK38ka4/eIE9y6Xamwe3yytFx2Rb6nEx7+vRpqly5MtWoUYOCg4MN7sfqyQAAnoOnciTXU7PFqMm204l2fQ1PS5411rZmFG2NT5Snvey9SrIl6pj4KUWgMmjQoHJ7kwAAQN2upWTJ21yVcyEpk9JzdPkUA5pVpGEd7D9Nsf7VruRJghRr+Rg3vfOEqR+bA5V3333XMUcCAAAu51pKtrzNDclu6du8148LoW+GtrbLa8SE+Bu8jpTz4ilSnLRCtFrGJGweT6tduzYlJRUN9Ul4YUK+DwAAPMfZmxny9poj1+m5X/YbJL7aw5XkolGbJc939LhR/UCjHJ3y4pJVP+z8+fNmq35ycnLo8mVd6RgAALinySuO0AsL9lFWru48cD6pKFCRyoftrUPtohb8rWsYtuP3BCHlvLaPMWe30Ld66mflypXy9tq1ayk8PFy+zYHLhg0bRIdaAABwT9xwbe6OC/rtvfTeoKYGUzJKj7arZrfX/eKRlnTy+hYa0al8y3LVYnTPuvR/h4qWrSkvahm4sjpQGTx4sLjmIbfhw4eb9Ffhlvqffvqp/Y8QAABU4UZqUVDCVSg9Ptlk8bET725st9flpm8bXutOnqpmTFF1bZsakeX++lpXCVSklZF51GTPnj0UExPjyOMCAAAV4R4pvWdusfrxQX7ls8KvJ/BRtND30ZTfMIeXSqp+bM5ROXfunEmQwom0AADgvs4mFuWiGDP+L7+2YgQAys5LMQcjLczoSXM/NgcqH330Ef3666/y7QcffJCioqKoSpUqdOjQIXsfHwAAqEBqMSWyA5pVooOT+lgV1EDZHLuWWu5vobM709ocqMyaNUusoMzWrVsnVlFes2YN9e/fn9544w1HHCMAADhZqmJRPGOxof4UEVTUJn90r3rldFTgCVM/Nk8iXr9+XQ5UVq1aRQ899BD17dtXJNO2b9/eEccIAAAqHlHpWCdaXK8e04U2HL9BT3VBTy134KWOmR/bR1QiIyPp0qVLYptHUnr37i3XWWNVZQAA95SanWfxZBapH01pVCmMXupZjwKc1KDMnS15vhM1rxpOR6fcVe6v7TJVP5IhQ4bQY489RvXq1RMdannKhx04cIDq1q3riGMEAAAns5TEWTk8kDSKqhRwjNY1ImnlS3c6pTOty039/O9//xPTPDyqMmPGDAoJ0a25cO3aNXrhhRcccYwAAKDSEZUAX89e2dideakk/rQ5UOHmbq+//rrJ/rFjx9rrmAAAwEVyVDxt3R3PpHWtQEXZSt/4hzUgIEBM/6CVPgCAe1b9TBjYiPIKtPTRmhPOPiRwMJet+uFW+hyUGC9SJO3j6zvvvJOWL18uEm8BAMD1ZeboApWqkYHUr2klBCoewEslg2U2Ty5y75S2bduK65SUFHHhbS5N5nLlLVu2iCRbc9NDAADgmrLydKslG1f0FDr7321wOJcbURkzZgx9//331KlTJ3lfr169xLTPM888Q0ePHqXPPvuMnnzySXsfKwAAOElWboH5NXwQp7gtL5UMqdg8onLmzBkKCwsz2c/7zp49K7a5dDkxMdE+RwgAAE6Xpp/6CfIzHFFBnOL+tK7WQr9169aiVf7Nmzflfbz95ptviikhFh8fL3evBQAA15ctj6gYBioFhQhV3J3W1aZ+fvrpJxo0aBBVrVpVDka4p0rt2rVpxYoV4nZ6ejpNmDDB/kcLAABOkZ2PHBVP46WOmR/bA5UGDRrQsWPH6O+//6ZTp07J+/r06UPe3t5yZRAAALiH+TvOi5Jkc8m0/j5o+ObutK4WqDAOSPr16ycuAADg3iauOGrSifbjB5rTR2tO0syH7nDikYEjuWwLfbZhwwZxSUhIoMLCQoP7Zs+eXaoD+fDDD2ncuHGiqoirhgAAQH0CfHQjKg+2qUYPtK6qmsoQsD+1fLQ2BypTpkyh9957j9q0aUOVKlWyyw/pnj176LvvvqPmzZuX+bkAAMB+cvS5KRJvxQKECFI8g9bVWujPmjWLfv75Zxo2bJhdDoATb4cOHUo//PADvf/++3Z5TgAAsI+E1Bx5+8DEPnhbPYiXtOHkqR+bs6Byc3MNmr2V1YsvvkgDBw6k3r17l/jYnJwcSk1NNbgAAIDjJKbrApWKYQEUGeyHt9qDeKlk6sfmQOWpp56ihQsX2uXFFy9eTPv376fp06db9Xh+XHh4uHxBrxYAAMe6fDsLb7GH0zr59W2e+snOzhYt9NevXy9ySnx9fQ3unzlzplXPw71XOHGW1wni9vvW4GTbV199Vb7NIyoIVgAAHCevQFcw4a+v9gHPq/ohVwtUDh8+THfcoStHO3LkSKlfeN++faJqqFWrVvK+goICsajhV199JaZ5NBqjen1/f3EBAAD7Sc/Jp0BfDWkUibKSX3ZeENeVwq37hxLcj9bJ9ck2ByobN260ywvzQob//fefwb6RI0dSw4YN6a233jIJUgAAwP5OJ6TTfV9vpzvrxdC3j7c2WYhw/8Vkse2rwYiKp+aoaMkF+6iYi7bWrFkj2uv/8ccfVn1NaGgoNW3a1GBfcHAwRUdHm+wHAADH4BETXnBw9ZHrlJ1XYNB5NjkrV97+4L5m+AjAKcoUIp87d44mTpxI1atXp/vuu0/krwAAgOtQtsBPycqjWxm5BrdZVLAfVYsKcsrxgfO5XGdazh3hURMePdm2bZvIK/nkk09o1KhRFBYWVqaD2bRpU5m+HgAAbJOcqQtG2Lil/9E/JxLom6GtaECzSpSRky/2h/jbZfAdXEy1qCDq0SCWGlcu27m93EZUOPn1hRdeoIoVK4oW97zwIFfu8Lo/d911V5mDFAAAKH8ZubpghHGQwqauOiauM3N1XWmD/JAz6InualKR5oxsR891q+PU47A6TG7fvj29/PLLtHPnTrFaMgAAuD5OmLXU5E26LxCBCrhCoMJVOjzdwyXF3D6fR1GwzgMAgOvacPwGbdCPoihJFT5ZefpARZFgC6DaqZ+1a9fS0aNHxWjK888/LxYk5IZtDAELAIDrGb3ogNn9saG6flU5ebpmb8pKIABVV/1wF9hJkyaJap/58+fTzZs3ycfHhwYNGkTvvPOOaIcPAACuIcPMtA+7kJRJ/1t3inL1XWn90EMFXLE8uU+fPmLNn6tXr4rcldWrV1Pbtm3te3QAAOAUn2+Il3NUfBUlzADlrcw/fZGRkSJQOXDgAO3Zs8c+RwUAAE53NUW3IKGvRh1rvoBnsipQuXjxolVPJq3bc+XKlbIdFQAAOF1ieq5JUziA8mbVTx9P6Tz77LPFjpikpKTQDz/8INrfL1myxJ7HCAAADvbX6C509oMBBvsS03Rlyj7eCFRA5eXJx44do2nTpom8lICAAGrdujVVrlxZbN++fVvczxVBPKIyY8YMGjDA8IcdAADUzUfjRd7eXtSqeoS8EGFCmm5ZlABfBCrgPFb99PFCgTNnzqRr167RV199RfXq1aPExESKj48X9w8dOlR0rt2xYweCFAAAlbuZlkOXbmUa7NN46/JQlr7QmbrUixHbCfoRFX8flCeD89i0gENgYCA98MAD4gIAAK7nxPVU6vfZVpP9vorpnfBAX3Gdlq1rr48cFXAmjOcBAHiQP/ZeNrtfmYYiBSoSf0z9gBMhUAEA8BApWXk0b+cFs/cpp3dMAhVM/YATIVABAPAQH64+Qbn5um6zSnc3ryS3zWcRQcaBCk4V4Dz46QMAUImftp2jkXN2U56+db29LdptvifWjAeaG9yOCPQzuI2pH3CJQIXX+OHKHgAAsL93Vx6lqauO0caTN+nJn8u3y7fxWj53NalocBtTP+ASgcrly5epf//+VLVqVbF6Mq/tk5ur61oIAAClxyMoP/97Xr69NT7R7m/n/B1Fz2/MxyhQCTea+sGihOASgcrs2bPp+vXrtGjRIgoNDaVXXnmFYmJi6P7776d58+bRrVu3HHukAABu6szNdIPbxsms9jBxxdFSf22QH/qogIvkqHh7e1OXLl1E99mTJ0/Srl27qH379vTdd9+JTrVdu3alTz75BGv9AADY4NjVVIPbUcGGOSLOoAxOAhCogKsm0zZq1IjefPNN2r59O126dImGDx9OW7duFaMuAABgnYOXdC3r9c1hKTFd1xHWXjJydI3bbDHp7sbydgDKk8FVOtMWJzY2lkaNGiUuAABQPK1WS7XG/SW2q0YGiutu9WNFMi13hM3JL7BbEuvW+Jvy9j0tKlPvRhVozOKDxX5N9aggebtCWFHpMoDLBioAAGC93eeK8vou384S1/e1qioCFZaenU/+IfYJVG6m6wofGlYMpS8fbSm2uZ/KG38cpk51os1+Tcc60fTT8DYUGexHMSEIVMB5EKgAADjB2qM3TPbdUTWCgv00lJFbIEZVou0UINzSByotq0fI+x5sU43uqBZBVfSjOca8vLyoV6M4u7w+QFmg4RsAgBPM3n7OZF/16CAKCdD9/3g1WTfKUhr5BYWiF8unf580yHkxHhmpFxdKQX74fxXUDYEKAIAKjO5ZV1zfSNUFFVl5BaV+rv6fb6V/TiTQl/+cltf4YRFBzq8mArCVzaH0ypUrLQ4TBgQEUN26dalWrVo2HwgAgCd7vEMNcd2uZhTtPn+LcsysyWONPw9fo/iEdIOk3dRsXaASph+tAXAlNv/UDh48WAQl/MOvJO3j6zvvvJOWL19OkZGR9jxWAAC3IAUObM0rXahubIjcHdZPvwCgucUDrfHdljMGt3lkJjlTH6g4oJEcgOqmftatW0dt27YV1ykpKeLC29z4bdWqVbRlyxZKSkqi119/3TFHDADg4g5e1PVNYfUrhBq0sC9roPJ4e93IjOTbTWcoK1c3jRSMfBTwhBGVMWPG0Pfff0+dOnWS9/Xq1UtM+zzzzDN09OhR+uyzz+jJJ5+097ECALiFj9fqklyZt9TlTc9fH6hwH5XSMM5tkfJUWCA6zIInjKicOXOGwsLCTPbzvrNnz4rtevXqUWKi/RfVAgBwB1JsYm4NHWlEpbQ5KunFdKEN9seaPeABgUrr1q3pjTfeoJs3izod8ja30ucpIRYfH0/VqlWz75ECALgJzuVjL/bQVfqYW6k4t6DQ7u3yK4QGlOo5AVwqUPnxxx/p3LlzVLVqVVHhwxfePn/+vLiPpaen04QJExxxvAAALk8aLZFa55sdUckr24hKzeiiFvisflyIKhY7BHB4jkrDhg3p2LFj9Pfff9OpU6fEvgYNGlCfPn3E6spSZRAAAJiXkJotruvHhZr+UdbPCxlXVlpr34Xb4vqRdtVpzvZzcl+WOSPb4eMA9w9U8vLyKDAwkA4ePEj9+vUTFwAAsB5X8yRl6Frax4UFWJwWKihloHL0aqq4jg72o42vd6fGk9ZS57rRVCXCfKt8ALcKVHx9fal69epUUFD6jokAAJ7spr6dva/GiyKDTPuaeOsDlcJSxCk13/5T3m5UKUy0xz//4cCyHC6A6+WojB8/nt555x26dato5U8AALBt2ocTW6XREyWppUqhYkTl6NUUEYTwpfOH/4jus8byjJJv61YIwUcCnpmj8tVXX9Hp06epcuXKVKNGDQoODja4f//+/fY8PgAAl3DkSoq4blol3OS+P/ZdphlrTtC6V7vJOSMVwsyvjCyPqCiGVAZ+sU3evpKcRS8u3E89Gt5lsKBg/I2itvkswBelyODBLfQBAKBI/I00uvtLXTBxZMpdFOJf9Kf1642n5QZvLab8TVPubSK2K4RaCFS8rZv62X8hme6sFyPfHrf0MD4ScEs2ByqTJ092zJEAALioPv/bIm9vPXWT+jerZLYLLbt8O1NcV4kwLB82bgZXoIhUGlYMpRPX0wwet/lUghyocBfbQ5d1IzpsRKeaZfuGAFw5R4UlJyeLninjxo2Tc1V4yufKlSv2Pj4AAJfy/IKi6e//O3TV4L4+jePkqZ/KEeabr2m8TMuTY0JMR1/yCoru/3HrOYMg5V39qA2AR46oHD58mHr37k3h4eGiydvTTz9NUVFRtHTpUrp48SLNmzfPMUcKAKBC5vqdZObmi/yRq8lZBvvXHbtBXevHiu2IIPPN18yVJ0urLc+4v7moGuJRmrOJGfL9C3ZekLcfaoOu4ODhIyqvvvoqjRgxQrTJ54UIJQMGDBArJwMAeJIzNw2TWNl3m8+KDrGbThYtNaLMZ2HhgaalyZbKk1OydIFK7dhgeX2gLadu0qVbummkqym6SiJWK8awwAHA40ZU9uzZQ999953J/ipVqtD169ftdVwAAC7h0i3DURP2+YZ4cTHnmj6oCLRQlSOVJytHapIzdYFKWKCvwUKGm07dpCEtq8i3vxvWGiskg9uxeUTF39+fUlN1nQ+VuJ1+bKxuSBMAwNPKku+sG0P3tqhs9jG9G1UQCbFKGilr1tLUj35Iha+lERUehWlfK1p+bFiAD604WJQH07NhhTJ/PwAuH6jce++99N5774l2+tIvFeemvPXWW3T//fc74hgBAFRLarSWnVdgMVB4pXd9MRqi5KMxH6hIAYw09XM+KcMgqbZmTLDcDp9f851l/8n3+0rDMQBuxOaf6k8//VSsjlyhQgXKysqibt26iRWUQ0NDadq0aY45SgAAlbqu7zTbvUGsxRGVJpXDKMooedbSiIq0W2r4duW2bmqJR2Skr2lfK0pcSxVEAO7M5hwVrvZZt24dbd++nQ4dOiSCllatWolKIAAATyPlj0QG+4lmbZwzwgsD/vpsB1qy/wp1qB0lRp6Nk2elVZItJdPm6wMVTsploQFFf67D9WsESdNOAO7M5kBF0rlzZ3EBAPBkUv5IWIAueJj58B3yfaPurGUSXJQ0oiI9T5q+JFkKVIIV3W4jAnWjM38fuyHvOzd9gB2+GwAXnfpZvHix1U946dIlMdoCAOAJbmfmFltuLAlVBBrMx9v8n99AfVVPVl6BQdM4qREcCws0/R/T3AKHAB4TqHz77bfUqFEjmjFjBh0/ftzk/pSUFPrrr7/oscceE9NASUlJjjhWAABV+e9yCp3SLwYYFWy+gZvEOJnW0oiKtJhgdp4uSZenkcTtfF3gYs1rAXjc1M/mzZtp5cqV9OWXX4q2+bxiclxcnGj4dvv2bdE/JSYmRjSCO3LkiLgPAMCdvfXHYfp17yX5tnH5sTHjURBLOSpSfxWu6GGxIf50KyOXhnWoIT8mLsyw/T53rAUgT89R4bJkviQmJtK2bdvowoULouqHA5SWLVuKi7eFoUwAAHfCFTnKIIX5lFAaHOpv3YiKlDTLwYmyfX5lfUmycaDCeTAPtUXbfHBfNifTcmAyePBgxxwNAIAL2HzKtDV+SaztoyI9Liu3wCBgiVSUN1dUBCr3WCiJBiBPr/oBAPBUI3/eY/PXGE/9BPma//Mb4Ost56RwsJKTr8tViVBUDXHC7dv9G4pE3hZVw20+FgBXgkAFAMAGUu6I0t4JJfeRCtWXHUvJsMblypIAH12OSl6BlhbsKloVOcSoaui5bnXwuYFHQKACAFCCNUeu0XO/7Dd7Hwcp3Nq+JLwuj7n+Ksb89SMq7P0/i6osUX4MngrZrwAAxeBVjC0FKbvH97IqSGHBfkWByv2tqlp8nL9+RAUASjmikp2dLcqSzbl27RpVqlTJ1qcEAFCt3/detnhfhVDzfwvN4fb6C59uT+nZ+VQx3PLXcTWQr8ZLTP1IOtUpWjEZwNPYPKLCDd0OHjxosn/JkiXUvDlq+QHAvby55LDZ/cff62fzc3WqE0N9m1Qs8XFS0zfJzIeK2vIDeBqbA5Xu3btThw4d6KOPPhK3MzIyRKO3YcOG0TvvvOOIYwQAcIoC/cKAxurEBsut7h2hRnSQvD2mV71iR2AA3J3NUz/ffPMNDRw4kJ566ilatWqVmO4JCQmh3bt3U9OmTR1zlAAATvDnf9fk7fmj2tGwn3aL7XVjuzn0dTNziiqLqkcVBS0AnqhUybT9+/enIUOGiMUHL168KEZXShOkTJ8+ndq2bUuhoaFUoUIF0Uju5MmTpTkkAAC7KyjU9TBhXerF0tpXutLmN7qLfBNHeq1vA3m7YaXiW/MDuDubR1TOnDkjFh/k9X3Wrl0r1gHi1vpjxoyhadOmka9v8SuIKvHXvvjiiyJYyc/PF1NHffv2pWPHjon1hAAAnCUtO4/G/nrIIJm1QQnr+djLwOaVKCywHQX5+VCTymjoBp7NS8u1dzbg0Q+e+pk1axZFRESIff/++y898cQT4r4DBw6U+mBu3rwpRlY4gOnatWuJj09NTaXw8HCxenNYWFipXxcAQHLpViZ1mbHR4A15vW99eqlnPbxJAHZiy/nbuzQ5KosXL5aDFNapUycRoHBFUFnwAbOoqKgyPQ8AQGkZBynsLisqdQBAJSMqjlJYWCimkJKTk8XqzObk5OSIizIiq1atGkZUAMBuar79p8m+8x8OxDsM4KQRFZtzVObNm2fxPm7xzGXKpcG5KkeOHLEYpEjJt1OmTCnV8wMAlMTc/20fDmmGNw7AlUZUIiMjDW7n5eVRZmYm+fn5UVBQEN26dcvmg3jppZdoxYoVtGXLFqpVy/IaGBhRAQBH6vDBBrqemi3fXvR0B+qIrrAArjWicvv2bZN98fHx9Pzzz9Mbb7xh03NxjPTyyy/TsmXLaNOmTcUGKczf319cAADsLSEt2yBI4XV8bGmRDwAqXj25Xr169OGHH9Ljjz9OJ06csGm6Z+HChWI0hSuGuOSZcZQVGBhoj0MDALDK+cRMg9sIUgDcbPVkHx8funr1qk1f8+2334phH27Lz4sZSpdff/3VXocFAGCVVYdt+/sFACodUVm5cqXJ9A230f/qq6+oc+fONj2XSgqOAABo3o4L8rswZ2RbvCMArhqocJt740qf2NhY6tmzJ3366af2PDYAAIc6djWVvt9yhj56oGjl92A/DfVoUAHvPICrBirc7wQAwB0M+GKruF5+sGja5/9evtOJRwQADstRAQBwB7VjQ5x9CABg64jKq6++StaaOXOm1Y8FAHCWvALT0eGVL9mWZwcAKglUrF1okPNVAABcwext5wxut6sVRc2rFq1hBgAuFKhs3Gi6SBcAgCubvrqo51PH2tE0f1Q7px4PAJQxR+Xs2bMoJwYAl7fjTJLBwoMBvt606JkO5KNByh6AGnnb0n325s2b8u2HH36Ybty44ajjAgCwu4JCLT36w06DfXsn9ME7DeAOgYpxc7a//vqLMjIyHHFMAAAOsXBXUVM31rpGJIX422UlEQBwEIx1AoDHmLjiqMHtuU8iLwXAbQIVrugxrupBlQ8AuJJQxejJuekDMJoC4AJ8bJn6GTFiBPn7+4vb2dnZ9Nxzz1FwcLDB45YuXWr/owQAKIVP/z5JX/5zmhY81Z6aVQ2ntJx8sX/XO73wjxaAuwUqw4cPN7j9+OOPO+J4AADsgv+54iCFDZ+9mxY/00G+Ly4sAO8ygLsFKnPmzHHskQAA2NGBS8nydn6hlr7eqAta/H2QmgfgSvAbCwBuacg3/8rbHJxsPKlrr5CTj4VVAVwJAhUAcHvK4OSzh+9w6rEAgG0QqACA20nJyrN4370tKpfrsQBA2SBQAQC3cj0lm1pM+VtshwX4mJQne3tj8VQAV4JABQDcymu/H5S3U7Pz6cMhzeTbUnkyALgOBCoA4DZW/3eNtp9OMtg3uGUVeTsiyNcJRwUAZYFABQDcxvML9hvcvr9VVQrw1VCN6CBxe1iHGk46MgAoLazGBQBuITE9x+D2gYl95BGUhU93oO3xiTSoJRJpAVwNAhUAcGnHrqbSioNX6LstZ+V9J6b2EyMpkioRgfRQ22pOOkIAKAsEKgDgsnLyC2jAF1sN9j3eobpBkAIArg05KgDgsk5dTzfZ9zjyUADcCgIVAHBZI+bsNtkXEejnlGMBAMdAoAIALulcYgYlZeQa7Jv5UAuqGI6VkQHcCQIVAHBJPT7ZZLJvSKuqTjkWAHAcBCoA4JLqVggxuN2mRqTTjgUAHAdVPwDgcrRaLZ1O0CXSPtetDr3Qow4FodIHwC1hRAUAXMrJ62lUa9xf8u0u9WIoLMCXfDT4cwbgjvCbDQAu5cmf9xjc7lw3xmnHAgCOh0AFAFzKleQsefuLR1s69VgAwPGQowIALpGT0mvmZjp7M0Pe99H9zejeFli7B8DdYUQFAFRv1eFrBkEKk5JpAcC9IVABANV7edEBk30v9qjrlGMBgPKFQAUAVO22UfdZtmd8b4oIQqt8AE+AQAUAVO2Lf+Ll7bY1I+mf17pRbKi/U48JAMoPkmkBQFUKC7VU+x1dn5Q3+zWgOdvPy/f9/lwnJx4ZADgDRlQAQFV2n78lb89Yc9KpxwIAzodABQBUIye/gB75fqfZ+w5O6lPuxwMAzodABQBUo8GENRbvQ/IsgGdCoAIAqhlNseSrx9CBFsBTIVABAFXIzDEMVJpUDhPXS57vSHc3RwdaAE+Fqh8AUIUJy48Y3P5zdBenHQsAqAdGVADKqWnZpVuZeK+L8ed/1/D+AIAJBCoA5dAXpOXUddRlxka6mZaD99uMvIJCg9v7JvTG+wQAAgIVADv7ZecFajp5Lf17JpFy8wvl5mVszdHreL/NuJ6SLW8fmtSXokPQeRYAdBCogGpdSMqgHWeSyJUkpeeIXIv0nHx67IdddOxaqsH9u88VNTPzdKnZefTFhng6eT2NbqTqApWqkYEUHuTr7EMDABVBMi2ochpg9ZHrNFq/Yu6fo++kJpXDSU20Wq2YxqkQFiBuJ6RlU7tpG0wel5mTb3A7/kaawXN4eXmRJ/p97yV644/DYnvmulP0YOuqcqACAKCEQAWcIjM3n/ZduE0dakeTr8ZwYK/N++spJStPvs2PK+9AJSu3gHw1XuRjdGySLzacpv+tP0XThzSjR9tVNxuksASjnJQT19PozM10ign2pxbv/S32Pd6hOjWqFEZD29cgd/fE7N205dRNk/2/77ssriuFI1ABAEMIVMApeLRk/fEEeqV3PRrdsx55e3vJUyfKIIVNWnGUnuhY0+rnPp2QTvmFhdSwoq4Phzk8mlFrnC53ZO+E3hSjyIkY9fMe2nAiQWwfnXIXBflpxLY0+rHmyHURpLBxS/+j+nEhFl8nPqFoBEXy3+UUup2ZK9/+ZedFce3ugUpBodZskKKk0f8cAABIEKiAU3CQwj5bHy8u7PyHA+mBWTssVs7sOneLYkP9OGSgD1cfp4faVKO+TSrKj7mVkUtv/nFIfu7D7/alpPRc+mPfJXq6S22DFuwfrj5hMIJzR7UIWv5iZ3FbClJYk8lrS/xe7v+26JjH9Konymw5WGJnEjJ0j2lVlZbs140a/PzveTp4KdnkeUbM2U1zRrSlqauOU7C/hl7r24DcyZv6qR6lD+5rRu8s+0++rfHQqTAAsAyBCpQ7Hs0wp+HE1ZSdZ1imKtl+JpGG/bTbYB8HJKen9ZenZ56au4f2XywKAC7fyqIBX2wV27M2n6UzHwyQ7/tuy1mD5+LAgVu4+/voRk9Ka2yf+uLS//OtdPxaqlzlEx7oS1HBfiKYMheksE0nb9JLCw/I/UQebluNqkYGkbuQAjWlR9tVMwhUHmlXrZyPCgDUDlU/UO4sVfKYC1JC/XWxtHGQIvlX/1ynE9IMghT29cbTBtMO32w6LW+bwyM7yw9codJ6tlttebtCqGF57YYTN6ya1lA2Pbvzo42ivJl99U+8CMQsHbta8fFzIFLz7T8N3ps+jeNEkjRPp615pYvI8/n9uY7UsnqkU48XANQHgYoLuJaSJapKnDHy0XrqOnGSOXtTN5VRHJ6e4UqYj9eeoA3Hb1h83N4Lt616/f0T+5RYqno9NZt+2naOes/cUmKn0xlrTorrVYevyvs+ebCFvJ2Rk0+v/X5IbPduFEcV9RU95jSuFEYPtdFVqkjG9W8kbytzXlil8ACqG2uay9K7UQX64lHLC+69/+cx8f5/8vcpMYJUR9GTxZpRKmerP2E1Ldyly8GRbH2rB/3wRBs5QZpziTgpuW3NKCcdJQCoGQIVB+H+EJ/pEy7LWn3Scfo/oqqE27Bb43/rTtH7q46V+eS1YNdFStK/Zs9PN5f4eG5s1nbaevp64xkaNXevyLkwh3uMWIOnSgJ9NSXmPUxddYxK21wsItCXPn/kDrE9b8cFecTivpZVaPOb3eXH/ft2T3qtT32xPaBZRfrtuY40fUhzi68R6Gf4q/XVY63ojX6mOSfjBjSie1tUphd71DH7PHxMxjhw4ZO/9D4eupQsEoN5/6Pf7yS1sBTc+lmopAIAMAd/MRyA13Th3hA8lXDsqmHDL2txkMHD5keupsj7uA27OfkFhSL3QQpsPt8QTz9uO0fx+oROW6Vl54lkUH8fyz8eiek54nUl5xJ1SaPGORfS1EV2XtHKuMusmF5Z/2pXcZ2Za7iiblldvp1J/6cYUakXF0K1Y0xHOno1qiDyVTjBly+VIwLp5V71xPY3Q1tTiL9PsVM5fhrDACs62I9aGU1r9G0cR3X0oywPtLYtN4OnU7j7LRv09XZ5/46zSeK9vpiUWWKw5shRGG7WZym49dTeMQBQOghUSsileP33Q3LXTGNcYcL/xfJFmTswZ/t5eVtK5rQVN8NqPmUtPWihCkaJ15BpNXWdCC4W7ykaZh+vSFK0Reup66n3zM1yQy5jBy7eFpUydcevFgmorO//zJ+UPvn7pJgGajhxjQje+ARW0no3XCFTt0KoPLVjq61v9jC4PbxjUdnvM/P20ZErRcFj9aggalbVtEdLQAkjOZLd43uJHiirXr7T4mM4YVQ6OStHTmY93lrerhUTTGtf6Uq73uklgqFZj7cyfa13epnsS8k0LOVmPKrV9eONtO+CaRdcTvDt8ckm6jB9A33w13Gyd6O+w5eTadfZJOr28SaD+4a2ry6u/8KKyABgI1T9WJCQmk2P/qAbRt95Nok2vNbNoCKE/+D/treoioHzHgbdUUVsc0Mv45OJrW3B/9A3wLLm5HBNP5XBUyCbFX0q9py3nAuyaPdFMQrzYo+6JvflGi0QpxxF4eNSlvY2mLCGjky5i/IKigK1neN6iRMh+37LWXGRpsP4Ivnfwy3E1ynLVmc80FyUHUtGdqopRofYtPuayr1GeDTgfFKmKOPdc+429W0SR5k5BaTReInRDqVJ9zShs4kZtDU+0aClPTdakwIIno6Qvu9372lM1qoQGkCrx3Qx2X9K0YG2SkRRE7PX+jSg57vXNTlG1qCiLjhjPRpWMLjvxyfayF1wlaSmcUpp2fly2TQHPTxC9sPWc9SiariYkpPwPr4wzsfZMa6n1aMdszafodX/XaP5T7WnsABf2n46kYb+uMvsY3ngadp9zejde5uYNPcDACgJAhUL+MQmuXw7S5yQuUcGl54yLj9V+vd0khyoGK8EyxUfQ1oZJl46ooJGGaSUFIRxozLWs2EFMSLAzidmFNvCnEdRzJm16Yy8za3QK4ZbTkJVGtisMvn5eBsEJsbGD2xE1aKC6K4mFQ2el0+oPAohnqd5JXEdHmR6EnyiYw0xRWOc3MqiFH1VVr7cmfp9tpXeH9yUHu9Q9sZrdSuE0LbTiWL7MUUjN25sZy5IMcZBMY+unL2ZQR3rRMv7D07qQ3e8Z34K0BwOmuf+e95srosSj1xxwMtTXCXh0UMpWF2066L4HJ6Zv8/i4/95TZfrgyAFAEoD/95YwI3CjHHuB5fBmvPr3kvytnGgYs2JSSlZ0bXUmHHOC7ckt9VP288VbetHK/48fI26f7KJni3mhGPJV4oyYKkV+v+9ZHkqREpO5SClJByQDO9U0+rgRzK6Vz0xSvLOAF0lzl9GFUCsgyIA4MoTHn2wR5DCJgxsRB8OaUabXu8ukoJLIy4swCBIYdy0TsqbsUavTzfLJdwlkUbmSqKsPJq++oTFIOXt/g3pxNR+VFMfUAIAlAYCFQu4VNUcLoO1dJ9EOQ1ifJtbiHNOyxxFsGBp6N4cW3Ne9l80nf7hoXrjKaYXF+436cpaGpyPwTjv464mcRYfZ81/7mXxap/6dGpafznX5Psn2pg8xpHrB3ETukfaVXfoSfqRtkUjUZPvaWw2r4VJXXJLkmq0dIE5ygTqkjzXrY7VuT4AAKoOVL7++muqWbMmBQQEUPv27Wn3bttHCewtI9dysKBcp8VcNYVx51EeYeFKjGbvrpVHQKb83zGRI8L/6RuP0ly8VXzFRkmUORHm2pbzWjNKpa1MGq8frVCaOqipQUku9wjZM743zXuynbyfe2aUt271Y+m3Z7mkuBn9925fcUzcLdaVcc7H2N71RY7MyM61qF/TSmIki7/H9rWirPr5UDps9HNhTkk/m/NHtRPP/6miPw0AgEvnqPz666/06quv0qxZs0SQ8tlnn9Fdd91FJ0+epAoVDBMKy1NxZbHmqlakfIkXFhQNgwf4eotuq6nZeSL50HikhCt1JA3iQmnt2K5y0qq1lEmgkivJWfI2TztsPJkgylU5X4OnUoynXF759YDJ8wb7aaheXCh1qhMt1tMZrC+BfbJzLZq9/Zw46berFUXTFJUjXerFGKw2zDkJ3COExYTEiETZRhXDzFbZlAc+Xr6wUNtmklSJRyvG9K5nsI/fW77wqtRc3aN0bvoAupCUSVUiA6ne+NUmz8cLLUqLLUpJ0cZTbtxbR1kxxY3snu9eRwSCjH++tr/d027fIwCA0wOVmTNn0tNPP00jR44Utzlg+fPPP2n27Nn09ttvO+24zE3vcFImJxKuPFTUhyMuzJ9upObI/6Uq27h7ka6CIjE9l7bGF5/oelJRJcK9UIrDzb4e05d75hWaH4p/oXsd+mbTGdp97pa4SDkInDegPH526obp1ED/ZpUMurYqcyImKapilr3Qie775l+xzScsS/gEVlzSLNhXaIDhr3bDiqHiM5CmojiHR1mBZQ4vnsg/L2zjiQS6nJwl5zRxBdGKEvKQAABcfuonNzeX9u3bR7179y46IG9vcXvHDtP+ITk5OZSammpwcYS952+JkzxrU6OoSZeUFKnskzJhoO6kzRUeUnMzSZa+ydmSfZfpgNE6NObwyAtbur/4hmjSIm7cmVTq2SU1SFNWnRjjUR1l47Xi9DIqj7WE12bh94VPjM2rRlj1NVD+gcqCp9qb5PDw9NehyX1p4+tFHXiNf164DJynMkf+vIcmLj8i3/f6Xe61sjMAqJdTR1QSExOpoKCA4uIMky759okTRb06JNOnT6cpU6Y4/LiuKqofBresQv2a6kpjeWVbY1y6rFzXxBzlVExxOFeEcwt2nzdt1GVMucgbqxQeaNAFtbUiwFJqPsW074Y55np2WMKNyHj6KcjP6QN0oKfs+fPGXQ0o2kx5dqx+4UTO1ZGmKY1xa34uOTeGdXkAoLy41Jll3LhxIp9FwiMq1arZfzqhWZVwmjqoCYUF+or+HVLlgnGgwk2ygvzsV9Uw8+9TYh0ZSyqHBxgEUUq8Js7SFzqJdX4+uK+ZOHZzlKM+nD9iPA0kqW1DtQrnpShzU0AdrC1hln7mpQaBvGDg0/P2mpScD2lVhWY+pFsXCQCgvDj17BITE0MajYZu3DBcaZdvV6xoesL29/ensLAwg4sjcGLssI41RQO34sorx/apJ/4TNYcTFzkR1RjntPBJwRweSTmpyBe5o1rRVMrCp9oXmxPAjcR4LZn5o9qLBmlhRkP/5hhXvSiDk8hS9v4A18S9ahg3/+vTOM5sqbPx1CYAgNsHKn5+ftS6dWvasEHXbp0VFhaK2x07diS169GgAnVvYJrLwdUvnLhorhPnu/c0oW+Gmu93IbW2Zw+1qSons3K32E51YygmxHzw8Ptzpu8Vv37vRnHyf8j8fMaMF9XjvhfcfVdZSgyeoV+TimIV6Z9HttXdbqrr9qskNc8DAPCoqR+eyhk+fDi1adOG2rVrJ8qTMzIy5CogNeE/5GMWH5RvB/ppTPIy/h7blerH6dZs8dWYrpvCuRw84rHtrR406KvtovqCHy+tKyThnAJOiFUO31tah8XSf7o/PNFaNJvjcmSu+lCuTfTT8DYmzd2C/DXyEgHgWXjqTloCwhzOc3F0kz4AAFUGKg8//DDdvHmTJk2aRNevX6c77riD1qxZY5JgqwZ9G1c0yQtRjko0rhQmBymsS71YWn88wWwPlqqRQbRvYh+LrxVhZTMy7qNSL860wofpeqbojo+Do1B/H0rTl113rhtDi/cUtf1ntzMsN7IDz8PJttLP66g7azn7cADAQ6kiA/Kll16iCxcuiPLjXbt2icZvasQjKEpSAmnN6CBx/ZvRFMzd+sXylCzlvBwwClosdQCd+2Q7UdXD0zlcbcNN4ngFX2usfqWLPNLDx9GuZpRJ7xQAydY3e9DonnXFqspohQ8AzuKl5UYJLoqrfsLDwyklJcVhibXG6o3/S0yncPv4p7vWltc/sVSea1xGzH0rLLVu52Zy0oJvG17rRnVizY+U8EdmaRqoJNxHhXNneCToXGKGQffSMx8MMMlbAQAAcOb52+lTP65m74Q+lJCaLdrL21qey/P8xa0vw0HC6Wn9Rav94qpuShukMOV/xlLbf+XrAwAAqIkqpn5cCQcayiClJLVji4KBY9dK7qTLAQ9KgwEAAHQQqDjY3Yq8D00ZRkIc5Z/XulHnutG08Gl15gUBAIBnQ6DiYF31q8oycw3gnK12bAgteKoDdaoT4+xDAQAAMIFAxcHaKCprHsTqwQAAADZBMq3K1lwBAACAIhhRAQAAANVCoAIAAACqhUAFAAAAVAuBCgAAAKgWAhUAAABQLQQqAAAAoFoIVAAAAEC1EKgAAACAaiFQAQAAANVCoAIAAACqhUAFAAAAVAuBCgAAAKgWAhUAAABQLQQqAAAAoFo+5MK0Wq24Tk1NdfahAAAAgJWk87Z0HnfbQCUtLU1cV6tWzdmHAgAAAKU4j4eHhxf7GC+tNeGMShUWFtLVq1cpNDSUvLy8SO3RIwdUly5dorCwMGcfDijgs1EnfC7qhc9GnVJd6DzDoQcHKZUrVyZvb2/3HVHhb65q1arkSviHR+0/QJ4Kn4064XNRL3w26hTmIueZkkZSJEimBQAAANVCoAIAAACqhUClnPj7+9PkyZPFNagLPht1wueiXvhs1MnfTc8zLp1MCwAAAO4NIyoAAACgWghUAAAAQLUQqAAAAIBqIVApoytXrtDjjz9O0dHRFBgYSM2aNaO9e/fK93MK0KRJk6hSpUri/t69e1N8fLzBc9y6dYuGDh0q6t4jIiJo1KhRlJ6eXtZD82g1a9YUTQCNLy+++KK4Pzs7W2zz5xYSEkL3338/3bhxw+A5Ll68SAMHDqSgoCCqUKECvfHGG5Sfn++k78g9FBQU0MSJE6lWrVri96FOnTo0depUgzba+J1xDm6+9corr1CNGjXEZ9OpUyfas2cPPpdytmXLFrrnnntEIzT+m7V8+XKD++31+3H48GHq0qULBQQEiCZxM2bMINXiZFoonVu3bmlr1KihHTFihHbXrl3as2fPateuXas9ffq0/JgPP/xQGx4erl2+fLn20KFD2nvvvVdbq1YtbVZWlvyYfv36aVu0aKHduXOnduvWrdq6detqH330UXwsZZCQkKC9du2afFm3bh2fCbUbN24U9z/33HPaatWqaTds2KDdu3evtkOHDtpOnTrJX5+fn69t2rSptnfv3toDBw5o//rrL21MTIx23Lhx+FzKYNq0adro6GjtqlWrtOfOndP+/vvv2pCQEO3nn38uPwa/M87x0EMPaRs3bqzdvHmzNj4+Xjt58mRtWFiY9vLly/hcyhH/rRk/frx26dKl4m/WsmXLDO63x+9HSkqKNi4uTjt06FDtkSNHtIsWLdIGBgZqv/vuO60aIVApg7feekt75513Wry/sLBQW7FiRe3HH38s70tOTtb6+/uLHwx27Ngx8cO4Z88e+TGrV6/Wenl5aa9cuVKWwwOFMWPGaOvUqSM+E/4MfH19xUlScvz4cfE57NixQ/5j4e3trb1+/br8mG+//Vb84c7JycF7W0oDBw7UPvnkkwb7hgwZIv5gMvzOOEdmZqZWo9GIAFKpVatW4qSJz8U5jAOVQjudU7755httZGSkwd8yPp81aNBAq0aY+imDlStXUps2bejBBx8UUwMtW7akH374Qb7/3LlzdP36dTE0p2wZ3L59e9qxY4e4zdc8NMfPI+HH8/IAu3btKsvhgV5ubi798ssv9OSTT4qh1H379lFeXp7B59KwYUOqXr26wefC03hxcXHyY+666y6xlsbRo0fx3pYSTyds2LCBTp06JW4fOnSItm3bRv379xe38TvjHDylydNyPA2gxFML/Pngc1GHc3Y6p/BjunbtSn5+fgZ/306ePEm3b98mtUGgUgZnz56lb7/9lurVq0dr166l559/nkaPHk1z584V9/MPFFOe7KTb0n18zUGOko+PD0VFRcmPgbLhOd7k5GQaMWKE/J7zLyj/Mhf3uZj73JSfK9ju7bffpkceeUQEhr6+viK457wInk9Xvrf4nSlfvLBrx44dRb4QL/TKQQsH93xCu3btGj4Xlbhup98PV/v75tKLEqph9WaOWj/44ANxm//oHjlyhGbNmkXDhw939uGB3k8//ST+Y+fkNHCu3377jRYsWEALFy6kJk2a0MGDB0Wgwp8Nfmeca/78+WLUsUqVKqTRaKhVq1b06KOPihFIAGfCiEoZcNZ148aNDfY1atRIVIuwihUrimvjahK+Ld3H1wkJCSbDsJy1LT0GSu/ChQu0fv16euqpp+R9/L7ydBCPshT3uZj73JSfK9iOK6ekURWeWhs2bBiNHTuWpk+fbvDe4nem/HEF1ubNm0V1yKVLl2j37t1iirR27dr4XFSiop1+P1zt7xsClTLo3LmzmNNT4rl3Lu9jXILJHzrPyUs4x4HnCXmYlfE1nzCV/7X8888/YrSG5x2hbObMmSOGQbnMWNK6dWsx7aD8XPhz5ABT+bn8999/Br/w69atE+V+xsEpWC8zM1PMlSvxf+/8887wO+N8wcHB4p8wzlXgKe1Bgwbhc1GJWnY6p/BjuAyaA1Hl37cGDRpQZGQkqY6zs3ld2e7du7U+Pj6i5JLL+RYsWKANCgrS/vLLLwalZBEREdoVK1ZoDx8+rB00aJDZUrKWLVuKEudt27Zp69Wrh/JkOygoKNBWr15dZLMb4/Jkvu+ff/4R5ckdO3YUF+Py5L59+2oPHjyoXbNmjTY2NhblyWU0fPhwbZUqVeTyZC7B5LLvN998U34Mfmecg3/GuTqE2yz8/fffory1ffv22tzcXHwu5SgtLU20ROALn6Jnzpwpti9cuGC3z4Erhbg8ediwYaI8efHixeLchfJkN/V///d/4oTG5WENGzbUfv/99wb3cznZxIkTxQ8FP6ZXr17akydPGjwmKSlJ/BBxPwkufx05cqT4YYWy4Z42/Itu/H4z/qV+4YUXRIke/4Led999ot+K0vnz57X9+/cX/QX4ZPraa69p8/Ly8LGUQWpqqigV5yAxICBAW7t2bVH+qiyTxO+Mc/z666/i8/Dz8xMlsC+++KI4oeFzKV/c64n/bhlfhg8fbtffD+7Bwu01+Dn4nwcOgNQKqycDAACAaiFHBQAAAFQLgQoAAACoFgIVAAAAUC0EKgAAAKBaCFQAAABAtRCoAAAAgGohUAEAAADVQqACAAAAqoVABcDDeHl50fLly0nNunfvLlZVLg8TJ06kZ555xuGvw6uq33PPPQ5/HQB3g860AG5gxIgRNHfuXLHt4+NDUVFR1Lx5c3r00UfFfcqFAK9fvy4WHvP39ye14pVeeeHI0NBQh74Ovxf169cXC1BKi4k6Cq/YzYvKLV68mLp06eLQ1wJwJxhRAXAT/fr1o2vXrtH58+dp9erV1KNHDxozZgzdfffdYpl3Ca++6swghU/YJeFAy9FBCvvxxx+pU6dODg9SmJ+fHz322GP0xRdfOPy1ANwJAhUAN8HBBwchVapUoVatWtE777xDK1asEEHLzz//bHbqh4OGl156iSpVqkQBAQHihD19+nSDx3777bfUv39/CgwMpNq1a9Mff/xh8LqXLl2ihx56iCIiIkSAMWjQIBEsSXhEZ/DgwTRt2jSqXLmyWEqeffPNN1SvXj3xunFxcfTAAw9YnPq5ffs2PfHEE2IkKCgoSBxPfHy8fD9/f/z6a9eupUaNGlFISIgcuBWHRzeMp2P4tUePHk1vvvmm+H74PX333XcNHsPvy3fffSeCQD4efs0dO3bQ6dOnxdcHBweLAOjMmTMGX8evtXLlSsrKyir2uACgCAIVADfWs2dPatGiBS1dutTs/fzfPZ84f/vtNzp58iQtWLCAatasaZLDcf/999OhQ4do6NCh9Mgjj9Dx48fFfXl5eXTXXXeJ0Y+tW7fS9u3b5SBBOXKyYcMG8fzr1q2jVatW0d69e0Uw8N5774n9a9asoa5du1r8PjjY4a/hY+WAQKvV0oABA8TrSzIzM+mTTz6h+fPn05YtW+jixYv0+uuvFzu9dOzYMWrTpo3JfTyNxsHGrl27aMaMGeI4+diVpk6dKoKngwcPUsOGDcVoybPPPkvjxo0Tx8rHyEGgEr8Wj27x8wKAlZy9fDMAlB0vAT9o0CCz9z388MPaRo0aybf5137ZsmVi++WXX9b27NlTLB1vDj/2ueeeM9jXvn177fPPPy+258+fr23QoIHB1+fk5GgDAwO1a9eulY+Nl6Tn/ZIlS5aI5edTU1PNvm63bt20Y8aMEdunTp0Sx7F9+3b5/sTERPEav/32m7g9Z84c8ZjTp0/Lj/n666/F61py4MAB8TUXL140ee0777zTYF/btm21b731lsH7MmHCBPn2jh07xL6ffvpJ3rdo0SJtQECAyetGRkZqf/75Z4vHBQCGMKIC4Ob4vMpTFZZGKnhEgKdjeITj77//NnlMx44dTW5LIyo8ysLTHTyiwiMpfOHpkuzsbINpj2bNmokcDUmfPn3ENBNPJQ0bNkyM5PCIiDn8Wpwg3L59e3lfdHS0OGbpOBhPwdSpU0e+zdNZCQkJFt8XafqFp56McSKykrnnUj6Gp66k71O5j9+H1NRUg6/jKTRL3ysAmEKgAuDm+GTO1SbmcC7LuXPnxDQGn7g510SZK1KS9PR0at26tQh2lJdTp06JqRAJT6MocWCzf/9+WrRokQgCJk2aJKaokpOTS/19cpWQEgdnusEP82JiYuT8F2ueq7Cw0OJjpEDQ3D7jr+Mpp9jYWKu+JwBAoALg1v755x9Ress5JpaEhYXRww8/TD/88AP9+uuvtGTJEnEylezcudPg8Xybk0elQIeTWitUqEB169Y1uISHhxd7bDxK0rt3b5EDcvjwYZGAy8drjF/LOK8jKSlJ5LY0btyYSotHX/h75zyV8sKjTDzK0rJly3J7TQBXhxEVADeRk5Mj+oJcuXJFjFZ88MEHogKHK1M46dOcmTNnilGNEydOiFGQ33//XVS5cAWNhPfNnj1b3D958mTavXu3nCTKybU8MsGvw8m0PDqzadMmMY10+fJli8fKCbWcyMujLxcuXKB58+aJkQepIkiJK4P4+Z9++mnatm2bmG56/PHHRXUT7y8t7i3DgRI/Z3nh94inu5RTVABQPAQqAG6CK2d4GoWrdrjqZuPGjSIY4BJljUZj9mt4CoZHNLgapW3btmJU46+//jJoEDdlyhRRxss5GRxQcGAjjWRwXghX2FSvXp2GDBkiRj9GjRolRg14tMISDoS4EomrkvhruGsrP2+TJk3MPn7OnDliiomDLs6R4SkdPk7jKRpbPfXUU+J7M56ecRT+HjngAgDroTMtAFj+A+HlRcuWLRN9UNwRBzycpDt27FjRxdeRjh49KgIzHpkqaVoMAIpgRAUAPDoQ+/777w069zoKN5/jESkEKQC2wYgKAHjsiAoAqJ+Psw8AANSruPJeAIDygKkfAAAAUC0EKgAAAKBaCFQAAABAtRCoAAAAgGohUAEAAADVQqACAAAAqoVABQAAAFQLgQoAAACoFgIVAAAAILX6f47RgcSI4pXBAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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ZMulcz73HAAAAAJwyEPr222/FirF69epRzpw5kSANAAAARi3Yd42cKhBasGABLV++XIwKAQAAAKRl+JrT5FQ5Qjly5BDTYgAAAACOzuxAaMSIETR8+HB0mwcAAIA07b54j+TO7Kmx6dOn0+XLl0UxxcKFC6dKlka/MQAAAOc1Z89V+mP/ddrapw65ur4tqmxIxzkHyekCoZYtW0qzJwAAACB7o9eeET97LYui6e3DyNGZHQjxtBgAAAAo2/pTt4goTHk5Qtxw9cCBA6m287bDhw9ba78AAAAA5BcIde/enWJiYlJtj42NFdcBAAAAOG0gdObMGapQoUKq7WFhYeI6AAAAcH4ulHaitNMGQh4eHnTnzp1U22/dukXu7manHAEAAIADUpGKFBkIRURE0KBBgyg+Pl6zLS4ujgYPHkwNGza09v4BgIN69TqZ9l95QC+SXtt7VwAAjDJ7CGfKlClUu3ZtKlSokJgOY1FRUaKu0KJFi8x9OABwUtM2X6Bfdlym8BB/+r1zZXvvDgBYmYuTTI2ZHQjlz5+fTpw4QX/++ScdP36cvLy86JNPPqH27dunKq4IAMo1b29Ko8UtZ+/ae1cAAIyyKKkna9as9MUXX1hyVwAAAADHzRECAAAA0Mf5gK+THS+BGoEQAAAAZMizl6+o9PCN1PjHXeRoEAgBAACA+bRypY9Fx4nRoIt3n5CjQSAEAAAAimV2IMTtNW7cuKG5fPDgQerVqxfNnj3b2vsGAAAAIK9AqEOHDrR9+3Zx/vbt26KIIgdDQ4YMoVGjRkmxjwAAACAzL18l06L91+nxiyRSVCB06tQpqlKlijj/119/UZkyZWjfvn2irtD8+fNJSrt27aL33nuP8uXLRy4uLrRq1ap077Njxw7RG41bgxQrVkzyfQSAFC7OUWsNANLw/apTNHDFSVJUIJSUlCSCCrZlyxZq3ry5OB8cHCz6jUnp6dOnFBoaSjNmzDDp9levXqVmzZpRvXr1RPVrnsLr2rUrbdy4UdL9dAYqlYquP3gqfgIAABiz+XTq/qNOXVCxdOnSNHPmTBFgbN68mUaPHi2237x5k3LmzElSatKkiTiZivczKCiIpk6dKi6HhITQnj176IcffqBGjRpJuKeOb+S/Z2j+vms0qEkwfVmnqL13BwAAQB4jQhMnTqRZs2ZR3bp1RVsNHqFha9as0UyZyUVkZCSFh4frbOMAiLcbk5iYSAkJCTonOUh89Zou37PdskQOgtjEDeds9pwAAACyHxHiAOj+/fsiQPDz89Ns55YbWbJkITnhZG5uBquNL/O+P3/+XPRJ0zd+/HgaOXIkyU2bmZF04kY8zetSmeoF+1NysopcXZGEAQAAju/S3SdUzD+b49QRcnNz0wmCWOHChcnf358c3aBBgyg+Pl5z4nIBcsBBEPv7SAx9s+QY1Z2yQ5QzB5ArpJcByBfnf564EUfxz+Wx4mvzmTuO1XTVUQQEBNCdO7ovLl/29vY2OBrEOBFcnQwuV/8evyl+bj93l5qUzWvv3QEAAAez88I96jLvEOXK5kGHh+qmkFjLgyeJ5AicurJ09erVaevWrTrbOMGbtwOAtLB8HkC+Np6+LX7elzBYmbLpPDkChwqEnjx5IpbB80m9PJ7PR0dHa6a1OnXqpLl9t27d6MqVK9S/f386d+4c/fLLL6L2Ue/eve32OwAAADgVF92LnL7xNPGVbKbdnGpq7PDhw6ImkFqfPn3Ez86dO4tCiVzHSB0UMV46/99//4nA56effqICBQrQ77//7tBL5120/sfdjH9h130BAADHJGUO37/Hb1KhHPJaPGX1QOjQoUOizcbdu3cpOTlZ57pp06aRVHjFWloF/gxVjeb7HDt2jJzR6LVn6LNaQfbeDQAAAB1STrnZPRAaN24cDR06lEqWLCmWonOrCzXt8wAAAABOFwjxFNPcuXOpS5cu0uwRAAAAONTUmIsNnkM2ydKurq5Us2ZNafYG0odBNwAAyCAVWS9K4QK/524/1n18Mx/enhNKZgdCnHhsatNTAAAAcA5Jr5Np8MrUneZfJato1NozpJipsb59+4qGq0WLFqVSpUpRpkyZdK5fsWKFNfcPABzUs5dvK58PWnGSahXLRc3KoQAogBxYMm31z5EbtPjA25XZzsLsEaFvv/1WrBgrUaKE6Dbv4+OjcwIA0LfkYDR1X3wULwyAA7v32HFWgkk6IrRgwQJavny5GBUC20OKEAAAyH0UScX/nDVZOkeOHGJaDAAAQAm4wfXsXZfp0l3dhGBHJnWMEhv3nDa8aePhdIHQiBEjaPjw4fTs2TNp9ggAAEBGZmy/ROPWnaPwabvIWUg9WrP30gNy2qmx6dOn0+XLl0UxxcKFC6dKlj56FHkAAADgPI5Fx9l7F0BOgVDLli2l2RMwia2rdzvIFC8AAIBtAiGeFgMAAADHsfzIDdp76T5NbhNKr5KT6XnSK5ITF0fsPn/kyBE6e/asOF+6dGkKCwuz5n4BAACAlXz393HxM+bRMzp36zE9TnxlctXoHkuOUpFc2cjdzTnXLZsdCHHH+Xbt2tGOHTvI19dXbIuLi6N69erR0qVLKXfu3FLsJwAAAGTQoWuPzLr94euPaN3JlNVfvcKLO+Xrb/aqsW+++YYeP35Mp0+fpocPH4rTqVOnKCEhQRRbBGnZOh53lDoQAABg2Lh1KbM3lkh89bZCvLMye0Row4YNtGXLFgoJCdFs41Yb3H8sIiLC2vsHAABgV/ZsCGoNs3ddsfcuONeIUHJycqol84y38XUAAADORGkj489evqKWM/bS9K0XSQnMDoTq169PPXv2pJs3b2q2xcbGiq70DRo0sPb+gZ41x9++7gAAANY0eeM5KjVsI0XFxNG0zRfIRQGNncwOhH7++WeRD8TFFLnVBp+CgoLEtv/973/S7CXYXczDZ/TExFUGAADgeF69TqYZ2y/rbDsW/cjpR8bMzhEKDAwU1aM5T+jcuXNiG+cLhYeHS7F/IANX7z+lelN2UJbMbnRmVGObPOeUjefpZGw8zelcidzdzI7XAQCczq4L92jMf2do0gehVD4wZdV2Ws7cTKDvV58y+fFVBrZN3XyBnD0Py6xAKCkpiby8vCgqKooaNmwoTuD89ly6L34+e2m71QM/b78kfu44f4/CS+Wx2fMCAMg1WbrT3IPiZ8ffD9DJkY3SvX2XeQfp7uNEqz1/5BXH6R9mDrO+anNCdMGCBen1a+dfTufseiw+Si1m7KXXyfIe60x6jQR8AABtphZDvP/EvCBo6aGYNK8/ePWhU74RZs85DBkyhAYPHizqB4HjWnviFh2PiRMJcQAAAN+vMn0aTdE5QpwsfenSJcqXLx8VKlSIsmbNqnM9us87GnmPCAEAgPN7mvjacQKhFi1a2LwDOtiZsy4VAACznL2VIKbV+0aUpCZl8yry1XuR9Jo8M7nZezeczlM7rko2OxAaMWKENHsCBq08doNyZfPAqwNO82GX1cPiXs9gB0ejH4kmne2rBIog6PK9p/TVn0fp2oRminw/gr/fQBGl8tDsTpXsvStgJWZ/IhUpUoQOHTpEOXPm1NnOjVcrVKhAV66glHdGnbwRT7myZxartHovS+kYLBUM9oAtdfhtP63uUQsvugNp9cs+8TOfr6fRlaMJL5IoW2Z3cnV1caqRnwnrz1GDEP9U1206c0fWQf3LV8myXwijz567a3ay9LVr1wyuGktMTKQbN25Ya78U69LdJ/Tez3uo+vhtdCfhRbq3X3/yFi09GK2Ixnjg+I7fiLf3LsgWH7xux6f/N28vV+49NVpstdyITfThrEhyJvP3XROnjnNSlqwber/kqtr4rRQybINdgwtzrYqKJXsxOZxds2aN5vzGjRvJx8dHc5kDo61bt4oK05AxJ2PNW8XFQ9QsNu45fRdRUrYv/+qoWDoeE09Dm4U41bdGAGvhchacg/Nvj1pUtsDbz1e5479tdvj62wrEzuDGo2fkiG7FP6eHT1+adZ/YuOeU39eL7MncfbZLINSyZUvxkxOlO3funKq+ELfcmDp1qvX3UMHM+Y+x/fxdqwRCXEV6wb5rOtus8aWi59Io8bNakRwUUTpAtOvIJtNhZQB74CCIrTwW61CBkLlBE48s9QovjkU3VvLngeu0KPI6Lfi0CuXx9qR3p+8x+zFqTtim2Jwvs6bGuLM8n7ig4t27dzWX+cTTYufPn6d3331X2r1VmPHrUlqYSOnrP49S5OW31ULbzNwnhoOl8ujZSxqx5jSVGb6R9r2pWG0P8c+S7PbcAGm5cv+JbF+gjOYU8hein7ZepCNOMHokl1mnIStP0bnbj2ni+pTjxQMLR1ZUCk4YNTtH6OrVq5QrV65UidJgfQ+eWq80ujFcfr39b/s1l+8/kX54Uh1oTd50nuxh/PqzFDpqE/134pZdnh8gLdxWhqcqnFn0w2cm5UA6A66OP33rRbH6TkovMpgnuiydqtLOzOxAaOLEibRs2TLN5TZt2lCOHDkof/78dPy4tCuc2IwZM8Q0nKenJ1WtWpUOHjScyMbmz58vhl+1T3w/R2FOopsLIe/GVLN2pqxsHL32jCVvCziJ0zfj6d/jN0muK0cdhSV15fr8dZyqjttqdgsIqfBoCFdVXnwg2uBnakYSo//Yf52mbb6gWX0nVwNXnCSlMjsQmjlzpuhAzzZv3iy60G/YsIGaNGlC/fr1IylxANanTx8aPny4qGAdGhpKjRo1ElN1xnh7e9OtW7c0p+vXr5OjkOOqhL8y+K3BVqOv8c+TRD7Cs5f2K9IF8tZs+h76ZskxOuCkjSStjf90rV1L92SsPAK+nRfu0aL912nwSusHAxfu2GaqE1+GbRgI3b59WxMIrV27lj788EOKiIig/v37i/pCUpo2bRp9/vnn9Mknn1CpUqVEUJYlSxaaO3dumt9WAgICNKc8eeTbyZwTlaWuG5RR/ZefsPpj8oHoppGpAEs/eD9feFjkIwxdabx3jko2s/zO564DTXtcuCvfnBy5cbY0kkPXHlLVcVusMi3EpQ86zjlAW87cQTkTZw+E/Pz8KCYm5T8NjwSFh4drhhal7Er/8uVLOnLkiOb5mKurq7gcGWm8fsWTJ09ETzQO3rg9yOnTp0muur9ZCu/I36zMxUmTbWfvpxoTtln1cdVdklcci9XUOtl32X7J2Urz1EjhPXBszvblofPcg3QnIZHWn7qd4ccavuYU7b54n7ouPEwlh24wuBjkr8Mx9EgrmZlHrOfsuSo+nzLMJeVzDsxn9vrlVq1aUYcOHah48eL04MEDMSXGjh07RsWKFSOp3L9/XwRa+iM6fPncOcOrq0qWLClGi8qVK0fx8fE0ZcoUqlGjhgiGChQoYPA+vAKOT2oJCSlLWqVy5mYCNZ2+m4r7Z6NHMl3JNGy1dMHj4WspAYvU3pm0Xfxc06OmTZ7v1etkcncz+3sG2IEcs+vk2M6Rd4mDBnMkJ6to6aEYqljIj0oGZCe5efVaZdJ7YMr7ob/QpMPvB6hF+XwiWVqt/z8nqHygL63qnvI5NGnDebF4ZPLGc3RudMqx1FLbz93VWQEMpjP7k/qHH36gHj16iKkpzhHKli2b2M75N19//TXJSfXq1alTp05Uvnx5qlOnDq1YsYJy585Ns2bNMnqf8ePHi2KR6pN6GlAqHASxi3efyCZxUCmVja09zM/VvU/ciBMFzUoP30gDJZhGdBQyPI5DBlny5/LP0Rsi76bRj7us96AS4+CN0xS0Px8M5d+cu51AzabvFgEIu3D7carbrI66SetO6o42RcW8XWWtDlxeJGU8H5Tbn9izKKGiRoS4eGLfvn1Tbe/duzdJiZfsu7m50Z07d3S282XO/TF138PCwujSpUtGbzNo0CCRkK09IiR1MGQtY9aeoaHvlrLovvceJ1Lu7LZv7preNy2r5yRImOTQbdER2n7+Hrm7utCrN9+EJ7QuR0okw+MbOMDqNw5CbFl53tBU38h/T9OCyOvpfk7x33vCi1f0yfxDohjhYwm7p3PttZdaI0tg50BIu9WGNvXSdJ4ek6LVRubMmalixYqilYe6yjUXc+TLPEJlCp5aO3nyJDVt2tTobTw8PMTJFkb9a93l27/vuWpxIDRoxQn6vXNlskXdIrVj0XEO1xgwLRwEMQ6CQJ5m7bxMfx6Ipr++rC7raShnSUo2J6eIR0c+W3CIRjYvTW0q2e/Lp34QZAwHQVLZc/G+mCFoGZZf5BFJWeQWLAiEOAjhoEe/CqV6G/+sVasWrVq1SiRWWxOP1HB7j0qVKlGVKlXoxx9/pKdPn4pVZIynwbieEU9vsVGjRlG1atVEcMZFHydPniyWz3ft2pXkYO7eq3bpqGyosNdlIw0VrY3raWg7YeN6Kdr/a53kWGOW6w+e0o1Hz6lmMd2iqNYm1wB3/Jvqu0NXyatmSurPU3JI/Hvwwo0SebKTZya39O/gorvSk6d3+v1zwq6BkBx8POeA+MmvYc1iOe29O07P7BwhzguqXLmy+MkJyHzi81zckJfT79q1SyRRG5o+y6i2bduKhOdhw4aJvJ+oqCixck2dQB0dHS1yldQePXokltuHhISIUSCe5tq3b5/Ib3JWPLetjb9VrDl+U1OTiJP1OvyW8kem32BQqsqnSqkg6wjqTN5BH/1+gI5r5SlI1f9IzracNV57zNbWnrhJ5Udt1tnmoHGQKB7Y/Oe9YjWWSbTiPyW3eDCm2x9HjH5hWxh5jepN2WHjPXJOZo8I9ezZk2bPni1WX6k1aNBATIt98cUXYkUWj9R8+umnJAWeBjM2FbZjx45Uid18UhL+w9Buntdyxl4xAtC9XlHq1yhYBEWGJL1WiXloKXCDVbnQ/qxV8ufuidh4Cg30lezxeRkxmKbH4mMGe/I5oj/2p1RmPvCmfIXc8eeeKdL7rOApV6k63K89fsvmq3mVxuwRocuXL4tqzfp425UrKa0LeGk9L3cH++MgiM3YfpmWHnxbPt4QW09TmWv7+bvUZ1kUPX5hrTIDGY+Enr98LYqyyXUqyF4uOVCRQjlW5B2w/KSmMTBPZ/L/M2d/T1VWzrGZsP6cKGNhyylXc/AKL/16WzwqNnePbsrEwatYEi+7ESFOWOZWGgsXLhRL0dm9e/dEZWmeMmMXL150mJVWzt5LSYpeMpfuPqbEV8lUOp8P2dIn81Iql+fK7kGDm4ZY9BgZGX7fffGe6EfEK8GqFUmZt/9i0WEx+tGvUUmLHxfAkLO3E0SOCI/qBubwot3969v1hVqSzhcpOebY8Ov2UdVCGX48ay9LLzzwP6pXMuX4qcZf8tQFYLWtipJnPzxFjwjNmTNHdKDngoSchMwnPn/t2jX6/fffNdWchw4dKsX+Og2p58MfPEkUvZSkED5tl3hs7udlD7fiU+cc7bpwj6qN2yp6BqVlZQY+VDrOOUjXHjyjdrP3p5oC4twIAGtbdzJlWiTmoXy70WsndptbeVr79lJ8JKpHxDPq/J3UNYKstcpUzVAQBDIdEeJqzWfOnKFNmzbRhQsXNNsaNmwoWl4w9fJ2MO6XHZbNKZsqxkofAOnVHvLxypTu7Uz9gONePV6Z3eiQBfkFnd4kZ3KSpnaOlD6pk4QdRYKVg1h+76JiHlHDUgHkZsM6MMZwkM7/P4v5pxR8TYutVmglvEiiHefvUXiIP2XJ7C4WEXwwc1+GvkxxgMSjHpZ0gLcFc4IbU4MortTMhUvL5velzO6o3g52CIQYBzyNGzcWJ7DM1E3nJXvp+IPCFiswXiUni+X4Ji2TNUG18VtTbRu3/iyVC/Sl/L5eJj+OqT3FrPkSPZGwpogUJm88T93rWa8lTp3J28V06bj3y1KHqgXt3n6ERwefJ72m9T3foZC8qXMa08M5Xxws+mXNbLV9+vqPo7TnTf+pzb1rv+kxZfwLS3qhDd9/zH9nqXP1QjSyRRlyRNr5Wab+PQ5cfpKWH71BbSsF0sQP0i5YKs/wEOTGok8jLmI4ePBgUY+HV4dpn8D+Gv1gpJy9lTX+cTeFDNsggiFtvFS/6U+7qf8/x8Xl6IeW1yjiA0WXdJbi6idEGioPYOn04t+HY0RBs/RIWVXWXFM2nhc5CFKX29cOtjkIUk9R6v9/0BdhrN2CFXEQpN4fS7SfvZ/CRm+m8wbaJlhKHQSxhj/synDhTe5TZU4BQHswZ8WoKa/G9K0XRRDElh023DHe0JfAU7Hx9MGv+0RvQ+3eXwAWBUIjR46kiIgIEQzxyjCu1aN9AtNIucjoyv2nojiZLfBnzjmtgwVPR3CezplbCfTX4RsGiyiai/uw9f07JahS4w8zXgXHK2r0mx3q++dIyn6Yi+vtcHG3kWssrwBurSaIHJTxB/lfhwx/+Gv7eXtKC5kKo1Nq0/AUzDW9+lLW6KsWPm0n9Vh8NNV1lcZsSfO+V2xUvFO/dYM5Dr5pBvzPkfRf77RqKXVdcEjU8jIUHKY3AmLr6S5+jcwZSeZAu9Uve40mUXMndO61ZU2mfJZo5xCqA/QOv+2nw9cf0QczI6nciE3i8+SYRHXTQAFTYzNnzqT58+dTx44dpdkjsIr0ggNrevg0pW0GB0Cco8O9ttQW7LtGp2ITMvwc2sHMkWsPxbQAL49l+wc1SPO++kGUmkrvIPDnwWgKC/SlMvlTVsOpA7z1p26lOwRvTP/lx62y2ocPAPxBzqcPKxtekckjcU8NfAOvOi5lyvHgkLRfJ3PsvXRfVCPn088d5Fs3ivH/k5k7L9OPbcsbvJ5HZjhQLJwrq1WDkSErT2kCw8wGpgKTTQg6tEcveOTz7K3HFJI3u5haNDcxOS382O/9vJf8s3vQgk+rmHQfHp05Gm085+6dSdvTfQyd30Fl2ReEnNk80uwov+XMHZ12GDxayJ8nln5BAudj9ojQy5cvdYopAjxJfK1TVEx7yH+4BEUaOcg7cOXtSMun81OW1WfEvyduiqXx7/7PuivtrJWHZEpwUWLoejGdY0yVsalzsKyBR+XUrHlwthYOglivZVEGr+f3ve6UHbTptG6XcNOaAqtEfR396dlpejmAhhpmprfCkQ/Y8/Ze06kt9N7PeyT5m+IA6+ythHT3SaqAd8Op2xY1FeWGp2lZdSyWutpodBwUFAhxXtDixYul2RtwSOrhdFtVatY/2PI0XEaZ+xj8LdMU/JrwCpffd1+hy/eeOHQbge3n7lL0g2cG23Y4gz8ORJtdbPHvIzfEFGG3P3SnCKdvS5meTEt6uWf6bSrUuTHcNNZSPPL505aLFudOSYH3iVtJpGefVo5VWkVg778ZoWYPJM6TA4VOjb148UK02NiyZQuVK1eOMmXSXT49bdo0a+4fOAiu+hypNUrjCDjH4Vb8c8rrk/aKNEOhyy87LpG3SaUDVKL3EuMVPl/VLUpZM7sRf/ntGV7c5H01djhWNzq2Fp6KOXr9EZUv6Ese7m46U2Hqb99plSewVpXmZYei6dcdl2lul8pUJHf6S+DTyi8zlaEgVf3SGnudOcBlW86aFhhre5GUbNVg4uqDp1QkV9Y0/z+sP3WbfthyIdX7qH2X/229KEZI//6yBvlkSf//uLYLd8yrPs3tI2oX1y0saKw4bIffDS+C4JFo/pIxsXU5kaPY6hfLSxKAMpk9InTixAnR8JSX0J86dYqOHTumcwJlUld9tgU+Xh23UjuQ6uO3WXQAj4qJow9nRaZ7O/0cXT64T9l0QRyMHmXw2yp/Q+b8kw2nDPciUgcw5hiz9gy1nb1fLFHWDgyOXH+kc9C15kHcEJ4G4uKV6jwbS1mSB6KdWM3/K+4mvKAq47bSxA3nZNWeQztuG7X2DDWYupN+TmckKjYu/d5WUzdfEAHN3L26rR4y+tp2fFPtWb+I4AYDU5IckPPfCq/24hpVaRWH5fYWvDDj4NWHmgKUAJKOCG3fnn4CHChLz6WGcy+kwjlIUi8N12boUGfqIqTbCamrYKuZs4zX0Ld89TdknpYxNkrDK9/S89+JW6LJZ/Py+TRLsVceixUr3jpWL5Sq3lDLX/Ya7UunvUTcWqvTeDSAp+SalM1LUuLkZX5Pmvy0W7ONX/Zfd14WIw18YI4olYdCC/iSq6uLyA3SrzjMB+3Zu1JGiWxp/r5rmiDmmwZvRxo5mOW/l0xvkrXNCdysvczcWCNeQ01neZEFB54TN5j++DN2XKaQgOwZ2UVQKKtUNeM/tvXr19MHH3xgjYcDsKnGP+4yuNpKjVec6DdCtAoXoqv3n2qaa9pL98VHaeiqU/SFXlIpB3FceNGc5rymJtCa0nWbcbzJowFf/XlUZ1RKqhEWnhbUbi7KgYP2yMv7v+yj395Mh/ValvoAzrku6Y2kWEtadYjUyds8all8yHr6ZskxMQJpTr+wBzZceapPuySHqTjvaZYdglBQaGVpNe45NnfuXLGcnhuvhoeHW2/PAGz4ocs5BmpDVp7UuayeerA2rrPS+tfIdPNumPb3eDE19Sp112pzcfCX1ePtR8D+K+a3NrFU3LMkKuCX/u20fy1u9luxkJ/RlhqcV3T+9hOabGGpA0MvIY8I6Q/G8VQMV1PXLwvBI1c8ZWoLaQWSPJVXe/J2ah6ajw5dSwke/z1+U5SduKlVY4cDPm9Pd/L39qTYuNQVrrlgYYVCvmQPPEoJINtAKDExkf755x/RfHXPnj30+vVrmjJlCn322Wfk7W1+KXsAOUjSqj2SkVU55lAfpAwZvPKkqD0zonlpcflm/NsDVZHB61LdPmhQ6m3p4elFTp6Vg4t3HospEk4gb6o1BaYdm6iL4/GUHSe5tyyfnw5cfUjtf3vbBJe9H5bfon3gZP/I2boJ/8YSjw0tYZeqybEhv6Ux8rEg8prI4VIXNFXTDoIYr3Zj/RqVNDjyp87Vsgd1ZXAAWQVCR44cEcHPkiVLRMd5LqjI57nzfKNGjRAEAZiJRzGMfaNf/CYY44PU4xevJBmt6fNXVJrBmHZBSqmLz3GNH863+frPo0ab5A5bfZo6VS+sCXz2X3mQ6mCvLvRnLdxDTo6jE9Zsq2EsCAJQCpMDoapVq9I333xD+/fvF93mASBjOPnWkCS93A+pcmNMCYKYFEGQehqKR3e4g/jpm+bXgjIUBGm3x7AGW+X7WNM+K7V1AVAKkwOhBg0aiBGhu3fvitEgHgWydS8cACXQzvfhnJMeS1L383J0XEyQR770p7Ug446l0fYCADIQCG3cuJFiYmJo3rx59NVXX9Hz58+pbdu24joERADWWSrOdVNyZ/M0a/m7I+JaRZZYeQz9oQDAjsvnAwMDadiwYWK12KJFi8RKMXd3d2rRogUNHjyYjh51vm+uALbAoyPd/zwmVpFN32a9HBdn03uZ4Qa6AAA2ryPUsGFD0XPs5s2bIneI6whVrlzZ4h0BUDJeJaZu04Cu2AAADlRQ0c/PTwRC3F7j0CHbtVkAcCZbzt619y4AACiSSYFQdLRpdVUqVKggfsbGxmZsrwAAAADkEgjxlNeXX36Z5ohPfHw8/fbbb1SmTBlavny5NfcRAAAAwH6rxs6cOUNjx44VeUGenp5UsWJFypcvnzj/6NEjcf3p06fFiNCkSZOoadOm0uwtAAAAgK1HhHLmzEnTpk2jW7du0c8//0zFixen+/fv08WLKatbPvroI1F5OjIyEkEQAAAAOGevMS8vL9FhHl3mAQAAwBlkeNUYAAAAgKNCIAQAAACKhUAIAAAAFAuBEAAAACiWyYEQ9xjjlWEAAAAAiguEbty4QU2aNKECBQqI7vPcW+zly5dkazNmzKDChQuLGkZVq1algwcPpnn7v//+m4KDg8Xty5YtS+vWrbPZvgIAAICTBEJz586l27dv05IlSyh79uzUq1cvypUrF7Vu3ZoWLlxIDx8+lHZPiWjZsmXUp08fGj58uOh0HxoaSo0aNaK7dw33adq3bx+1b9+ePvvsM9ELrWXLluJ06tQpyfcVAAAA5M9FpVKpLL3z2bNn6d9//6XVq1eLabMqVapQ8+bNRfCRP39+6+4pkRgB4nYfXNSRJScnU2BgoGj6OnDgwFS3b9u2LT19+pTWrl2r2VatWjUqX748zZw506TnTEhIIB8fH9FCxNvb22q/S+GB/1ntsQAAABzdtQnNrPp4ph6/M5QsHRISQv3796e9e/dSTEwMde7cmXbv3i1GjayNp+E42AoPD9dsc3V1FZe5orUhvF379oxHkIzdHgAAAJTFrMrSacmdO7eYguKTFLilx+vXrylPnjw62/nyuXPnDN6Hp/IM3Z63G5OYmChO2hElAAAAOCcsn9czfvx4MZSmPvHUGwAAADgnhwmEODHbzc2N7ty5o7OdLwcEBBi8D2835/Zs0KBBYj5RfeIpPwAAAHBODhMIZc6cmSpWrEhbt27VbONkab5cvXp1g/fh7dq3Z5s3bzZ6e+bh4SGSqrRPAABgex2rFcLLDpJzmECI8dL53377jRYsWCBWrHE9I14V9sknn4jrO3XqJEZ01Hr27EkbNmygqVOnijyiESNG0OHDh6lHjx52/C0AAEDfuPfL0poeNXW2DWkWQos+q6K5/E7xXBa9cIE5vPCCg/WSpdesWWNwu4uLiyhaWKxYMQoKCiIp8HL4e/fuiSrXnPDMy+A50FEnREdHR4uVZGo1atSgxYsX09ChQ2nw4MFUvHhxWrVqFZUpU0aS/QMA5/T9u6Vo9NozBq8b1aI0DVt92ub75GxcXYjKFfDV2eaZyY3eKZ5bczl3dg9a/HlVGr32LJ29pbuQ5cKYJvTH/usiWGr4wy7N9lzZMtPu/vXFeZQtAasEQlyQkIMe/fJD6m38s1atWiLg8PPzI2vj0RxjIzo7duxIta1NmzbiBABgqc9qBYkT+3LRYdp4OiX3cObHFalxmQCnCIQ8M7nSi6Rkuz2/+ojSoWpBWnwg2ujtahTNRet7vqMT1NQukZsyu7vSp2/eI207+tXTnF/6RTVqN3s/ydHgpsE0bp3hFdAgs6kxzrHhoob8U51QzOe52CEXLty1axc9ePCA+vbtK80eAwDY0ayOlTTn3XkYw4BLY5voXD40RLeemS3tGfA2EDCVj1cmspcBjYOpbaVAMfKjLyxQd8QoPcEB2Smbx9vv+9WK5KQNvd4hOWpSJq+9d0GxzA6EOO9m2rRp1KBBA9Fqg098fvLkydSvXz+qWbMm/fjjjyI4AgBQgsI5s+hcdndzpa/qFhXnV3evKaZ0dvSta7P9mdS6nOZ8AT/dfVP7oW2ozuXQN9NSHDi8H2ZZZwAelUnP2VGNNecblnpb5y3rm4CFg7CJH5QTIz9qW/rUpjEty1D7KgXN2h9/b89U24IDvKlSIevPVmRUYA7D7xPIMBC6fPmywZVUvO3KlSviPOficAFEAAAlKJo7m+b89PZhmpENzlsJfTOKUThXVpvtT36/9JODy+Tz0bn8v/Zh9GnNIFqtl7BsCp4i/LNrVSqbX/cxDfHK7KY5n8/Hk4a/V4reLZeXmpYxXtakmH92+rhaIRFgGqKfqrHg0ypUt2RumtCqrMHbu7oYHsmTWr9GJdO8nt8DJHY7QCDES9h55IeTltX4PLfa4CkzdvHiRRQiBACH1iosPwXlykqjW5RO97bjW5elDyoWoFXda1Lz0HxmjZDYi34swKMnw94rJYI6DjrMwXlSNYuZv6KLc0o/qRlEP3eoYDTIMebfHrU054v5vw1EWZ0SuWn+J1Uon6+8Vot5pPP/4b3QfCKxO4+3h832CSwIhH7//Xe6evUqFShQQKwQ4xOfv3btmriOPXnyRKzUAgDnULmwH50cEUFKUsDPi7b3rUsdqxc2ehv1OIR/dk+a0iaUyqeTw8KPmR7/7Bk7CHatFZRqxINHbLw93Wlul7f5TWm12+bAgpeyG0mBMsrcHt4ZGZgpW8CHVn5dQ/y+30WkPdIiF25aL+iWPnWM3u6fbjWofrC/jfYKzA6EgoOD6cyZM6Lj/LfffitOvKT+9OnTVKJECc3Kso4dO+LVBbBg5Y4c/d2tBmX3zESTP3ibe2LL1TS2sPabWvRl7SKUM2tmcblJ2bxWP/B3qaEbVHH+UH5fL/G8auaOxmjbO7C+qL1TJSgHVSuSQ6zAUo/YHB8eQXVL+JuUL8R4Kfv5MbpJ3+ba+p3xgz1zoYxNUYUV9KOh75bSSYg2id7T8kge5x99XM28HCRzfVgpUCRwd69XNNUoln6+0NwuKTMsID2z/vckJSWRl5cXRUVFUePGjcUJAKwn2bzjqsX4Q/jS3Sdm34+DobREDqpPp2IT6POFhy3et+8alqCpmy9oLnetVYR+2HyRnie9powqkjsrXbn31OB1ZfL7iFPvhiXo4dOXkkyraOfHMM4f4uCFzdp1JdWogbk4qBKP4cJLxXUr6OuXPeHRGB5ROXL9EbUINZwcncnM6Sr9/748zcYH/nO3Hxu8vZ1SdVIJLeCjGc37Y7/xpfsZxQnhG3rVNvn2HJQ/ePpSsv2BFGb9L8+UKRMVLFhQdIEHAMeVI0vKqIe+gumsXEnvwOXu6mr2KIk+Dkb0n9PSisL6fvmoQrq34SJ+9sgt4dGivD6e9HFV6dpKaL9/PH3GIypd3ylCrmkEX41LpyQxf9ugODkLW8ZfvGIQ5M3scfghQ4aIKs0PHz6UZo8AFMA3i5GRFRuNCCUbCVY+fyfI6JJwUw4gKvHPungkY/IHoSIZuUSebLT8qxoWP5axGI2nkSx6PLKeEc1L076B9cnH2P8NIyK0lqCb8lryFFCTMgEiEdwUMztWpDOjGlGfhimpD/q0aynx0nRz2GtA6F2thHap8co4cLLK0j///DNdunSJ8uXLR4UKFaKsWXX/mI4ePWrN/QNwSoYOALyEeMOp2zZ5fpWJB0191YvmFAc+DqSMTeNlcEDIYCjFwQEnI0tlcddqZAvpj7iZFxoMaRoi6u5sOpNS6doU440sKU9LlsypDxUcSPEoVr2Sb/OOBjUNpiUHTZ9astfU2EdVCopAn3OLeMTG3NcdnItFLTYAIGM83DlXJEln20/twqjE0PV2HRHSZmiKi3OETo1sRImvkil05CYDd+J2B9aZxrLUT+3KU8+lUQavM/Rrf1O/WJpTQ2kxN+irZeIS8029a1OEVr8so89vqyFEA7Z9VydVAOHtmYlC8nrr9AErnc8njRwh+wQg/H5r9zDTltnNlV6+tmKrkQz8jvrvbrvKgbT0UEyGdwkyGAgNHz7c3LsAgJ6I0nloYeR1zWUuosZJsi3K56MVR2Mle72K+2eji3efiATk7ostG73lHBo+/di2vLjca1mUzge3odEDc1Qo6GfSaqQGU3cavK5F+fxGAyFjeU2WM3e5uIvIA7oV/yLN25XIkz3VNq5U/euOyzrbeFTOXsGQqUEM1yZafvSG4ccg+fmwcgGjCdNj3y9DQ1aeEuczublQ0uuU154TraNi4hzmdwRdFn0CxMXFiZpBgwYN0uQK8ZRYbKx0H+AAtpDjzdJpqfG3Tm1Z3wQPo1qUkXS5OOd77O5fj5qVM7w0XPuQmt7htWVYfnGyxIHBDYxe52skkdtYJWdzyGEGxNIii80MLOc3ZWTP3njqjkeJDJLB+6FvaLNSJi33L+6fXWf5vTFZ9FYKSqlG0Zw2ey5nYvZf5IkTJ0S9oIkTJ9KUKVNEUMRWrFghAiMAR9apunQrdtTLt9UVZGsWy5mqLQPnLHxRuygt7lpVjBxYGy+vNtbTiEeLMhpcGGtCqi+PgR5QhpLIrbVaTM1Q3GDr4GhGhwrifeApPGv8PjmzOu6qpIzWEZICj3aaonxB0xrAlsrrLXKpBjUx/wsOLw7QViin7dq0KInZY9h9+vShLl260KRJk0TDVbWmTZtShw4drL1/ADatnvx13WJitIG7VPPQN9d9KTl0Q5r349GV/07cMuk51n37Dt17nCiCkTmdK4tcCm52qZ+jUqNYLooc1IAKD/yPpP6Q5yJylQvnEDkTa0/cNPsxs2Z2pyeJr8T5nNkydlA2dSWTXL5FWzIgw+UB1LWDzGGoV1lysooahPiL1X5l3zRNtTdTyieUye8t6k21DLPd6i1r48AmdzYPscghLRxo84pAS/zYNoymbT4vVuPdSXhBn9YqTBM3nDN6e24tsu/yA4ueS8nMDoQOHTpEs2bNSrU9f/78dPu2bVa8ALAKBX3paHTqefkqhXPQwWsPLZ624NEabbxce8/F+/TDlrdF/rSVL+BrciDEgYh6RIbPcx0XqfHoQ2zcc6PXZ3ZzE3k1zMWCg7y5dYO+0KqiLAeVClu2dF5qy76oRpfuPRHTqLzajEcLeVrz9M146vZHSn5XhUJ+IldnSBrTOXK08uua9OjZS9GaxFHxwgEuvpkRPOJz4c4TTWNefQE+njTpA+OrJfWTp7nExPj1xgMlsNLUmIeHByUkvF0RoHbhwgXKndtwFj6AFBqWMt6t2lycqDzsXcPf2ioW8qOe4cWN1gPpVEPa6TRz6c9OmZNHYknGibn34dEnY9TtLTSPbcKDF8qZRYzmmaJADusWSpQyQ6dqkZz0UdVC1KZSoDjPOIhuXCYv7epXj+Z1qWxRo9OMfvlgAUamNk3FFasdLQjiLxSWTKOmlVS+8NOq1LNBcfqtY0WL9ql1xQI6U+g8Ios8IRsEQs2bN6dRo0aJdhvqNzk6OpoGDBhArVu3tmAXACyTI6t5heeM6RVenM6PbiyaOKbl/QqpE4NzZcv8Zil8+n7v9LbhpSX2DKhH/Rql3Vyyb0QJ8tNLNpZbPi0P32u3ktD+Njy6ZRmrPIexmkO8vNvSXCg5KZgzC9WzQ1POXz+uSF/WKUJ/d9Nt3+HsWlcoQH90rWrRfdOKnXjEh0eV/M0ILNPLLTOlejpkMBCaOnWq6C7v7+9Pz58/pzp16ogO9JwvNHbsWHMfDsBirSoUsNqr525CT6Xu9YpZvMqMDxzhZlQAVhvaLET8nNO5EhXwy2JwH9hHVQvS8PdKUY/6xVONUnSsXkisXGlbKZDkQL1q6ujQhqIDt3ZgktfH621tHxeigSYmmNZ+UxMm65sVOjxFcHJEhMHb/vWlsg7i1sRJ7oOahBhNuDdGfinR5pn6Yahd8tcMUU9jgx1zhHx8fGjz5s20d+9eOn78uAiKKlSoQOHh4VbcLYDU+KA4c+dlinuWRJ2rFxLD64byX/o1LkltZkZa/SXk+jhcy2X9yVt07cEzq00HpYX7QPEpPWPfN14tmEetTgyPMCnYs4SlI05cLZpPhu7/XURJ0dvK1KafX9YpSnl9vXSmBYw1iPXTCl7rlszYdL7cRttAWhYFdI4eBSqAxZXPatasKU4AttKtTlH6sFIg7b54jxq9aQS5o19dGrP2DHlkchOJg7fjX1gcdJhiQONgcTJnNRfnANhSyTzZKfKK7sqRtIKgAn5eBgv52bNqsbmdz3mUiUeBzMV9tzLCz8y+YADWhBjLOkz6pFm6dKnJDxgTEyNGiwCsST2tw1NRPDSsXgbOB8uRoghhCBXJnU0sO7clQyMCHPhcm9BMTGs1CPa3eSD0Y7vy1L5KYLqjFos+qyKWXX9c7W2yN5cN4ByEtd/UIlvJaB0fcwImfR4WFjec2iaUvqxdRPReg/QpeeDM1rWS5FibSe5M+hT49ddfKSQkRNQOOnv2bKrr4+Pjad26daKOEE+TPXiAOgaO5N8eGTvo6dfR4CkNayYpTvqgHE1obX6jSFsydDDnKa05XSpb3McqI3kc41uVS/d2XDeIl13rVzrmQJNr3TgKU4s4auNO6o1LBxjtN2XKap1BTUPQrFNhLFs1RpLhhrE5s9mmGj4pfWps586dtGbNGvrf//4nqkdzx/k8efKQp6cnPXr0SNQPypUrlyi0eOrUKXEdOI70VkulR3/VVJl8Rsrpm4CLGH5SM4hm77qiSVKUI3VvoTaVrJewLTcm1xFyoCk0KYJ10FWpsJ/RJqtKVDXI+lP1Cz+tQg+fvhSVpv/XvgIN+OcEfV2vqNWfRynczVk2z6f79+/Tnj176Pr162LVGAdAYWFh4uSaoeaFYE9Fc2ely/eemn2/+npLeC+PaypW+3A+Dyc2m4tr9thCo9J5aOPpO+I8J1ybi5fSnrwRT1XefMi5yHj4X677ZS3ubpgKkJOBTULE6r/GZd7W+VLiOxQckJ2GNAuxeNQxLbXflKBgvJrtL4WVM7B7sjQHPi1btrT6joB9mVILRz+44SCIl3X3/fuEZpu6Ngyv8GpbOZDqTdlh1n5wrs9aE6s0W4qL7838uCLtvnif9l95YNEyfK7yq50fIoqm2WEJEQ+NT5T5tKFUuA8Zv4fcxwnkg/82jJV5UBIudChFECT3EVpHhCEcheler6hI5DV3Hps/3PRrunDiclpVU02pu+GZyTXVEnVrmJVGpda5XSqL/eZvVf0bB2uCt4zQaU1BtnNwcAOqH5z2VLSl8Zncl4ZzrzauQ4S6KmArSESWjroGmD0gEFIYdcE6cxnqJ6VOss3IN5DUHywqs3tXGaJeXm+IsfoyjiitQNRWxrYsq6nQbUv8/6+YE1SJBnnT7z2oBO4GvhzmymBD5fRktGFzRljn6zc4RKdk7nrO01WGeBnoSq6/SkaKGirOMowrg3jEqOJ5pA0W+P9GeEgeURwRwNlM/iD9FZiGqBx41Morsxs9fvGKlPIZihEhJzTs3dSdqOuW9Keh75bSrLDhZGFtEz8oR0XSmMoa8Z7hhqQZxW0jtPFgkNynZAz5qo78VmxwLaDp7cMkLTCplpEgSMYxJFgJl8DI7uku2sA4GnXNMnHejtM3UorQa//DjYz1fVYrSNJ9sOfngNmB0IsXL4xed+uWtEmuYBpDuTnpjbwUzZ2NtvWta/R6qWrhSPmfnytN20qv8BIkN1wLqLkDDOs7YNwLFvxfPD4sQpTGcGRNygSIpsHfNUz9977y6xo6TZEd6QvdbL2G0Ib2nXsWru/5jmT7oHKkQIgLJkZFRaXavnz5cipXzrIhRLAuKaebtDsbd6yWslrn67pFrRZ4qBw0f8bWRROdiSMdMEDZfyM8or7g0yr0jYE6VGEF/WS7Wi6Pt3Xyb0LyWl4jTs7MDoTq1q1L1apVo4kTJ4rLT58+FYUUO3bsSIMHD5ZiH0FG88hNy+YVq84ujm1CAT6eYlsx/+x0bnRjmtDa/EAYx0BwljwxALnSX/FrCZUTf2MxOxD65ZdfxOjPjz/+SO+88w6FhoaKEaKDBw9S7969pdlLInr48CF99NFH5O3tTb6+vvTZZ5+JzvfpBW08KqB96tatm2T7qCT61Xy159G1zejwdgTJFPl8vax2WJRzAjNocd7PV3DgMiMsIzWqCuZInWfjKF98XRT22WnRqrEmTZpQq1atRA8yd3d3+vfff6lMmTIkJQ6COAdp8+bNlJSURJ988gl98cUXtHjx4jTv9/nnn9OoUaM0l7Nkkc9/TiVoVi4vdU/7LdI4MLiBqFdkLbb+W65VLBftuXSfPrCgQKMc2eobIOIgkJu+ESVFfapiuc1fcbnk82q0OiqW+mrlC9mSm4FK61xOpHDOLHTtwTOLHzeLlWq8yZHZv9nly5dFc1XuL7Zx40bRh4xbb/Ts2ZPGjh1LmTJZfwktN3rdsGEDHTp0iCpVSknq4r5nTZs2pSlTplC+fMYTQjnwCQgwXlPGXkY2L03D15wmueF2E7Fxz+3y3NwslDnqCCz3/3mW9NqqwZwSOPOQOzgmnj0okSe7RfflivPaVedtjT9/+kaUoCmbLugsh9/et67oT1ZxzBazHu/0yEbk6uJilcKzabHnx4DZU2Ply5enoKAgOn78ODVs2JDGjBlD27dvpxUrVlCVKlUk2cnIyEgxHaYOglh4eLjobXbgwIE07/vnn3+KtiA8YsUNY589szwitiYpu3tnJHLvVL0Q2VJmCxpmZmR4V8oghZNBnSkIsubnUpbMblShoC/93CFM0ucxFJwCKE2P+sUNBneGihaGptN0O6uHuwik0hPw5ousI/YMdLckR4gTo7XVqFGDjh07Rr169SIp8OiTv79uc0+eksuRI4e4zhgeuSpUqJAYMTpx4gQNGDCAzp8/L4I2YxITE8VJLSEhgRyx23GbigVEIb1x687Jeg64QiFfCsqdlQppzacjedb5/PftO0Zbrkj5TZDbqIxuUZq+Xy2/0VcAe1vToyYV989ulcU0GT2mcFFWhwmE9IMgtezZs9OcOXPMeqyBAwdqVp+lNS1mKc4hUitbtizlzZuXGjRoIKb3ihY1XABv/PjxNHLkSJKalIEIR/6T24SK8+pAyNLWGlLjPzhzE6ozAtMw9pFW3zmpR8Qx8QZgWLkCvprzHaoWpMUHomXV1sNmz23uHRYuXJjmAdhYoGTId999J5bep6VIkSIix+fu3bs621+9eiVWkpmT/1O1alXx89KlS0YDIZ4+69Onj86IUGCg7QrzaefqcJf0VVE3M/Q4kYPqU2JSMvl4Ka/9gfa3mipBOejg1YfUppLt30tHxUU2b8UbL6BqLcnIEQKwu3Hvl7VrIGRPZgdCnBStjVdwcd5N5syZRWKyOYFQ7ty5xSk91atXp7i4ODpy5AhVrJjSVXzbtm2UnJysCW5MoS4EySNDxnh4eIiTve0dWJ+ORT/KcCAk15EgW5vTuRLtv/KQapfIZe9dcRhTPwyliRvOUefqli8hNkW/iJK0+8I96iJR1WH/7Pb/ewZwdi7kuMzOVH306JHOiWv5cN5NrVq1aMmSJZLsZEhICDVu3Fgshed6RXv37qUePXpQu3btNCvGYmNjKTg4WFzPePpr9OjRIni6du0arVmzhjp16kS1a9d26ArYafUDs4ay6STO2YIUAwTccb5hqTzk4e74vYJGt0wpVSF13yZexTftw/IUGvh2+NxUpcyoQFs4V1aKGhZBfQy0LbCGiFIB9GXtIvSrVlV0AKVra4XR8cFNM16oUQ6ssmSnePHiNGHChFSjRdbEq7840OEcH142z4HX7NmzdUamOCBTrwrjEaotW7ZQRESEuB9Pw7Vu3VrUPHIUhsqZ9wxPvRrAmjlKNYo6z4iJXBLCra1jtUJ0YoS8+za5usqn/QI/9qCmIdSkrPGRYAClyeiilPy+XukmVf+m18NMrp/XVlvry6u4bt7M2DROWniFWFrFEwsXLqyTCMt5PVzjSK5cjPxH0B4N4WrN3Lqi+c976MKdJzpJZa+SnSMF9KNqBe29Cw7J21N5OV8A4Fga6nW1lyuzAyGeYtLGwQdXfP7555+pZs2a1tw3xcnr7Uk39ZJTORj6qm5R6r3suFWfq3WFArTu5G2zpjCshZf2P3v5mkY0L025DeRvYGUXAIC00hrNeT8sP52MjadqRXIYv78LUc5smW2yP7ILhFq2bJlqpRgnPNevX5+mTp1qzX1zaoY6o6ts2FG9QUge2ty7NgXaoR9O64oFqFoR6SuvOunMGACApBqE+FObSgUoazrFebkNSZ+/jlv12OQQgRCv1AL58PZ0p4QXryy6b3ETS8hzfQkAc2BFPIDj2S7acCRSoZymLcoxpe3GpA/K0YDlJ2T9mSBdfwMwP0fI6G11r/mpXZhO5VyplMnvTcu/qi76olmTrb43OPI3FAAAexQ+rVjI+HSYJT6sFEhXxzcjhx8R0i4wmJ5p06ZlZH8Uw1AkbezAXTBnFqMd3fXvY81jv7urq9X/KEwh4y8OAABOwdrfE1VyHvKxRiDEfcRMgW/gpjMnSblCQT/jr7nW+S9qFxGJyNYi1YAK/p8AADi2bG8aTPPPJ4mvqG6wv8NWpjYpEOLu8mBdltZNSeteg5uGkCNIL8By4C8W8AbeQwB5y+xuWWbMzI8r0k9bL9L0duXF5W3f1aFjMXGirpCjBkImvxJXrlxx6KEvR1BIbwrMFFKmwagj/oz679takldBNgQpQgCgdPoNj4e9W4qCA7LTtw0sK87buEwAre/5jmaxjb+3JzUqHUCuDvyB62pO9eh79+5pLrdt25bu3Lkj1X4ppv8V12vQ/g8775PKtPabWkZziioW0p0mk+K/3s8dwii0gI9owmcNpfP56FRBTm+ffbOgWCAAQEYcHNKABjQOpn+6VdfZ/mmtINrQqzblyoYefGomf+XXHw1at24djR8/3tS7g5FaPnxaeSxWs61eSX+Dr1XUsIb0+MUryuer20TVN4v1ClqpvVsunzhZG/esinn4jMrkT7ufGec6nYqNl2QfAACUwD+7pyjGCzZssQHS4qahfFKb2LosHbr2iN4LzUvz911ziJd/5Vc16LVKRZnc0h6I5N9z3idVHLpSqdJhEh0AnG5qjFf6pF6qjQONNRXwMz1HqG3lgjSlTahDzctygnh6QRAAAIBsp8a6dOlCHh4p84ovXrygbt26UdasuolYK1assP5eOrk/PqtKW8/doU9rFTb7vlnSKYEOAAAgNW+vt8ei0S1Ki1QIR2HyUbRz5846lz/++GMp9keRahXPJU6WKBmQnbrWCiJ/byS+6XOgwTKngxWmAMqb0RjdorRIbWiptQjIqQKhefPmSbsnYLGh79p+aToAAIC2jtXNn9WQAyRsgNNqVSHlW0npfKZX8QYAAGVBggk4La5fdHBwA/LLav0SAwAA4BypDAiEwKlx1VMAAABjMDUGAAAAklr5dQ2SKwRCAAAAIKmwgrrtoeQEgRAAAAAoFgIhAAAAUCwEQgAAAKBYCIQAAABAsRAIAYDVqdB+HgAcBAIhAAAAUCwEQgAAAKBYCIQAAABAsRAIAYDVqQhJQgDgGBAIAQAAgGIhEAIAAADFQiAEAAAAduVix+dGIAQAVoc6QgDgKBwmEBo7dizVqFGDsmTJQr6+vibdR6VS0bBhwyhv3rzk5eVF4eHhdPHiRcn3FQAAAExnz+UVDhMIvXz5ktq0aUNfffWVyfeZNGkSTZ8+nWbOnEkHDhygrFmzUqNGjejFixeS7isAAAA4BndyECNHjhQ/58+fb/Jo0I8//khDhw6lFi1aiG0LFy6kPHny0KpVq6hdu3aS7i+AkmHxPAA4CocZETLX1atX6fbt22I6TM3Hx4eqVq1KkZGRRu+XmJhICQkJOicAAABwTk4bCHEQxHgESBtfVl9nyPjx40XApD4FBgZKvq8AAACgwEBo4MCB5OLikubp3LlzNt2nQYMGUXx8vOYUExNj0+cHAAAAheQIfffdd9SlS5c0b1OkSBGLHjsgIED8vHPnjlg1psaXy5cvb/R+Hh4e4gQAluMcPQAAR2DXQCh37tziJIWgoCARDG3dulUT+HC+D68eM2flGQAAADgvh8kRio6OpqioKPHz9evX4jyfnjx5orlNcHAwrVy5UpznabVevXrRmDFjaM2aNXTy5Enq1KkT5cuXj1q2bGnH3wQAAADkwmGWz3NhxAULFmguh4WFiZ/bt2+nunXrivPnz58XeT1q/fv3p6dPn9IXX3xBcXFxVKtWLdqwYQN5enra4TcAAAAAuXFRYTI/TTydxqvHOMDy9va21fsC4ND+O3GLui8+qrl8bUIzu+4PANhf4YH/Gb3um/rF6LuIknY5fjvM1BgAOI5m5fJS0dxZ7b0bACAjflkykRwhEAIASeTOjtWXAPDW/9pXIDlCIAQAknB3xccLALzlldn4Z4IL2Q8+qQBAEqNalKYAb0/xEwBArhxm1RgAOJYiubNR5KD6opQFAIBcYUQIACSDIAgA5A6BEAAAACgWAiEAAABQLARCAAAAIDm59mJGIAQAAACKhUAIAAAAFAuBEAAAACgWAiEAAABQLARCAAAAoFgIhAAAAEByci0yj0AIAAAAFAuBEAAAACgWAiEAAABQLARCAAAAoNgEIgRCAAAAoFgIhAAAAECxEAgBAACAYiEQAgAAAMmh+zwAAACAzGBECAAAABQLgRAAAAAoFgIhAAAAUCwEQgAAAGBTWTK7kVwgEAIAAACbcpNRK3oEQgAAAGBTZfL7kFwgEAIAAACb+qldeSqdz5vkAIEQAAAA2JS/tydNbF2O5ACBEAAAANic9oiQr1cmsheHCYTGjh1LNWrUoCxZspCvr69J9+nSpQu5uLjonBo3biz5vgIAAEDa+Jg8pU0oNSublzpULUj24k4O4uXLl9SmTRuqXr06zZkzx+T7ceAzb948zWUPDw+J9hAAAADM8UHFAuJkTw4TCI0cOVL8nD9/vln348AnICBAor0CAAAAU7i6ymfJvEMGQpbasWMH+fv7k5+fH9WvX5/GjBlDOXPmNHr7xMREcVJLSEiw0Z4CAAA4r9ACvlQ1KAcV8MtCcuLUgRBPi7Vq1YqCgoLo8uXLNHjwYGrSpAlFRkaSm5vhqpbjx4/XjD4BAACAdbi5utCyL6uT3Ng1WXrgwIGpkpn1T+fOnbP48du1a0fNmzensmXLUsuWLWnt2rV06NAhMUpkzKBBgyg+Pl5ziomJsfj5AQAAQN7sOiL03XffiZVdaSlSpIjVno8fK1euXHTp0iVq0KCB0ZwiJFQDAAAog10Dody5c4uTrdy4cYMePHhAefPmtdlzAgAAgHw5TB2h6OhoioqKEj9fv34tzvPpyZMnmtsEBwfTypUrxXne3q9fP9q/fz9du3aNtm7dSi1atKBixYpRo0aN7PibAAAAgFw4TLL0sGHDaMGCBZrLYWFh4uf27dupbt264vz58+dFXg/jZOgTJ06I+8TFxVG+fPkoIiKCRo8ejakvAAAAEFxUKpUq5SwYwsvnfXx8RIDl7S2PBnEAAABgneO3w0yNAQAAAFgbAiEAAABQLARCAAAAoFgIhAAAAECxEAgBAACAYiEQAgAAAMVCIAQAAACKhUAIAAAAFMthKkvbi7reJBdmAgAAAMegPm6nVzcagVA6Hj9+LH4GBgZa670BAAAAGx7HucK0MWixkY7k5GS6efMmZc+enVxcXEju0S8HbDExMWgHIiN4X+QL74084X2RrwQHOs7wSBAHQdxr1NXVeCYQRoTSwS9egQIFyJHwf065/wdVIrwv8oX3Rp7wvsiXt4McZ9IaCVJDsjQAAAAoFgIhAAAAUCwEQk7Ew8ODhg8fLn6CfOB9kS+8N/KE90W+PJzwOINkaQAAAFAsjAgBAACAYiEQAgAAAMVCIAQAAACKhUDIAcTGxtLHH39MOXPmJC8vLypbtiwdPnxYp2jUsGHDKG/evOL68PBwunjxos5jPHz4kD766CNR98HX15c+++wzevLkiR1+G+dQuHBhUWBT/9S9e3dx/YsXL8R5fs+yZctGrVu3pjt37ug8RnR0NDVr1oyyZMlC/v7+1K9fP3r16pWdfiPn8fr1a/r+++8pKChI/D0ULVqURo8erVNmH38z9sHF7Xr16kWFChUS702NGjXo0KFDeF9sbNeuXfTee++JQoMuLi60atUqneut9fdx4sQJeuedd8jT01MUYZw0aRLJkgpk7eHDh6pChQqpunTpojpw4IDqypUrqo0bN6ouXbqkuc2ECRNUPj4+qlWrVqmOHz+uat68uSooKEj1/PlzzW0aN26sCg0NVe3fv1+1e/duVbFixVTt27e302/l+O7evau6deuW5rR582Y+yqq2b98uru/WrZsqMDBQtXXrVtXhw4dV1apVU9WoUUNz/1evXqnKlCmjCg8PVx07dky1bt06Va5cuVSDBg2y42/lHMaOHavKmTOnau3ataqrV6+q/v77b1W2bNlUP/30k+Y2+Juxjw8//FBVqlQp1c6dO1UXL15UDR8+XOXt7a26ceMG3hcb4s+bIUOGqFasWCE+t1auXKlzvTX+PuLj41V58uRRffTRR6pTp06plixZovLy8lLNmjVLJTcIhGRuwIABqlq1ahm9Pjk5WRUQEKCaPHmyZltcXJzKw8ND/MdjZ86cEf/ZDx06pLnN+vXrVS4uLqrY2FiJfwNl6Nmzp6po0aLi/eDXP1OmTOIArHb27FnxHkRGRmo+iFxdXVW3b9/W3ObXX38VB4XExES7/A7OolmzZqpPP/1UZ1urVq3EBzLD34x9PHv2TOXm5iYCVG0VKlQQB2W8L/ZBeoGQtd6HX375ReXn56fzecbHs5IlS6rkBlNjMrdmzRqqVKkStWnTRkyfhIWF0W+//aa5/urVq3T79m0xdKldUrxq1aoUGRkpLvNPHrrkx1Hj23P7kAMHDtj4N3I+L1++pD/++IM+/fRTMcx85MgRSkpK0nlPgoODqWDBgjrvCU9x5smTR3ObRo0aiT4+p0+ftsvv4Sx4umXr1q104cIFcfn48eO0Z88eatKkibiMvxn74GlfnrbkaRJtPPXC7w/eF3m4aqVjCt+mdu3alDlzZp3PuPPnz9OjR49IThAIydyVK1fo119/peLFi9PGjRvpq6++om+//ZYWLFggruf/sEz7gKq+rL6Of3IQpc3d3Z1y5MihuQ1YjufX4+LiqEuXLprXm//4+YMirffE0Hum/Z6CZQYOHEjt2rUTwWemTJnElwfOS+F8Bu3XF38ztsWNq6tXry7ytbiRNQdF/AWCD5i3bt3C+yITt6309+FIn3FouipzycnJIuoeN26cuMwf6qdOnaKZM2dS586d7b17QERz5swRow2ceAj299dff9Gff/5JixcvptKlS1NUVJQIhPj9wd+MfS1atEiMnObPn5/c3NyoQoUK1L59ezGKCmAvGBGSOc7aL1WqlM62kJAQseKIBQQEiJ/6K5L4svo6/nn37t1Uw9Sc9a++DVjm+vXrtGXLFuratatmG7+mPF3Go0RpvSeG3jPt9xQsw6vv1KNCPP3YsWNH6t27N40fP17n9cXfjO3xCr6dO3eK1UUxMTF08OBBMY1cpEgRvC8yEWClvw9H+oxDICRzNWvWFHOq2jj3gZefMl4izP+pOCdCjfNMeJ6Wh6EZ/+SDsva3rm3btonRJp73BcvNmzdPDBHzMni1ihUriikZ7feE30MOXrXfk5MnT+p8mGzevFksRdUPfME8z549E7kK2nj0gf+/M/zN2F/WrFnFlzzOFeEp/xYtWuB9kYkgKx1T+Da8TJ8DXe3PuJIlS5Kfnx/Jir2ztSFtBw8eVLm7u4slwbzc9M8//1RlyZJF9ccff+gsdfT19VWtXr1adeLECVWLFi0MLnUMCwsTS/D37NmjKl68OJbPZ9Dr169VBQsWFCsh9PHyeb5u27ZtYvl89erVxUl/+XxERIQqKipKtWHDBlXu3LmxfN4KOnfurMqfP79m+TwvEebSBP3799fcBn8z9sH/z3l1EZcB2bRpk1h+XbVqVdXLly/xvtjQ48ePRdkOPhGRatq0aeL89evXrfY+8EozXj7fsWNHsXx+6dKl4tiF5fNgkX///VccNHn5YnBwsGr27Nk61/Nyx++//178p+PbNGjQQHX+/Hmd2zx48ED8J+V6KrxE+5NPPhF/DGA5rufEHyL6rzXjD4yvv/5aLB/lP/73339f1BvSdu3aNVWTJk1EbQ0+UH/33XeqpKQkvCUZlJCQIMoZcCDq6empKlKkiFierb2MF38z9rFs2TLxfmTOnFks0e7evbs4YOJ9sS2ud8afXfqnzp07W/Xvg2sQcfkXfgz+csIBlhyh+zwAAAAoFnKEAAAAQLEQCAEAAIBiIRACAAAAxUIgBAAAAIqFQAgAAAAUC4EQAAAAKBYCIQAAAFAsBEIAAACgWAiEAMDqXFxcaNWqVbJ+ZevWrSu60tvC999/T1988YXkzzNz5kx67733JH8eAGeCytIAYJIuXbrQggULxHl3d3fKkSMHlStXjtq3by+u0250evv2bdFY0cPDQ7avLnfK5ua42bNnl/R5+LUoUaKEaLKrbpYslZcvX4qmmUuXLqV33nlH0ucCcBYYEQIAkzVu3Jhu3bpF165do/Xr11O9evWoZ8+e9O6779KrV680t+Pu1fYMgjggSA8HclIHQez333+nGjVqSB4EscyZM1OHDh1o+vTpkj8XgLNAIAQAJuPghoOc/PnzU4UKFWjw4MG0evVqERTNnz/f4NQYByU9evSgvHnzkqenpwgIxo8fr3PbX3/9lZo0aUJeXl5UpEgR+ueff3SeNyYmhj788EPy9fUVAUyLFi1EMKbGI1ItW7aksWPHUr58+ahkyZJi+y+//ELFixcXz5snTx764IMPjE6NPXr0iDp16iRGsrJkySL25+LFi5rr+ffj59+4cSOFhIRQtmzZNIFhWnh0Rn+6ip/722+/pf79+4vfh1/TESNG6NyGX5dZs2aJIJP3h58zMjKSLl26JO6fNWtWEWBdvnxZ5378XGvWrKHnz5+nuV8AkAKBEABkSP369Sk0NJRWrFhh8HoeneAD819//UXnz5+nP//8kwoXLpwqh6Z169Z0/Phx+uijj6hdu3Z09uxZcV1SUhI1atRIjN7s3r2b9u7dqwlCtEd+tm7dKh5/8+bNtHbtWjp8+LAINkaNGiW2b9iwgWrXrm309+Bgiu/D+8oBh0qloqZNm4rnV3v27BlNmTKFFi1aRLt27aLo6Gjq27dvmtNvZ86coUqVKqW6jqcZOZg5cOAATZo0Sewn77u20aNHi+AsKiqKgoODxWjPl19+SYMGDRL7yvvIQaY2fi4enePHBQAT2K/xPQA4ks6dO6tatGhh8Lq2bduqQkJCNJf5o2XlypXi/DfffKOqX7++Kjk52eB9+bbdunXT2Va1alXVV199Jc4vWrRIVbJkSZ37JyYmqry8vFQbN27U7FuePHnEdrXly5ervL29VQkJCQaft06dOqqePXuK8xcuXBD7sXfvXs319+/fF8/x119/icvz5s0Tt7l06ZLmNjNmzBDPa8yxY8fEfaKjo1M9d61atXS2Va5cWTVgwACd12Xo0KGay5GRkWLbnDlzNNuWLFmi8vT0TPW8fn5+qvnz5xvdLwB4CyNCAJBhfNzmqRxjIy08osHTVTxCs2nTplS3qV69eqrL6hEhHiXi6SAeEeKRID7xdNKLFy90poXKli0rcmTUGjZsKKbheKqtY8eOYiSKR3QM4efiBPCqVatqtuXMmVPss3o/GE9RFS1aVHOZp/vu3r1r9HVRT0/x1Jw+TjTXZuixtG/DU3vq31N7G78OCQkJOvfjKUZjvysA6EIgBAAZxsECr1YyhHOJrl69KqZ5ODDgXB/tXJ30PHnyhCpWrCiCKe3ThQsXxFSRGk8zaePA6ejRo7RkyRIRZAwbNkxM4cXFxVn8e/IqM20c/KUM3hiWK1cuTf6RKY+VnJxs9DbqQNPQNv378ZRc7ty5TfqdAJQOgRAAZMi2bdvE0nDO8THG29ub2rZtS7/99hstW7aMli9fLg7Wavv379e5PV/m5GB1IMVJy/7+/lSsWDGdk4+PT5r7xqM84eHhIgfnxIkTIsGa91cfP5d+Xs2DBw9EblGpUqXIUjx6xL875wnZCo+S8ShRWFiYzZ4TwJEhEAIAkyUmJoq6OLGxsWK0Zdy4cWIFF69s4qReQ6ZNmyZGZc6dOydGcf7++2+xSopXYKnxtrlz54rrhw8fTgcPHtQkAXPyNI+s8PNwsjSPLu3YsUNMs924ccPovnLCNCdq8+jR9evXaeHChWLkRL2iTBuvLOPH//zzz2nPnj1iOu7jjz8Wq+N4u6W4thIHYvyYtsKvEU8Hak/hAYBxCIQAwGS88oqnmXjVF6/a2r59uwg2eAm9m5ubwfvwFBWPyPBqpsqVK4tRmXXr1ukUYBw5cqRYZs45MRywcOCkHonhvBxeoVWwYEFq1aqVGL357LPPxKgHj7YYw4EWr2TjVW18H666zI9bunRpg7efN2+emILjoI5zlHjKi/dTfwrLXF27dhW/m/70lVT4d+SADgBMg8rSAGBXnOeycuVKUQfIGXFAxUnYvXv3FlW4pXT69GkR+PHIWnrThgCQAiNCAAASB3qzZ8/WqbwtFS7uyCNqCIIATIcRIQCwK2cfEQIAeXO39w4AgLKltfwcAEBqmBoDAAAAxUIgBAAAAIqFQAgAAAAUC4EQAAAAKBYCIQAAAFAsBEIAAACgWAiEAAAAQLEQCAEAAIBiIRACAAAAUqr/A/3P5C9L3krrAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J130710.22+151103.4_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J024035.36+060629.3_sdM7_Xshooter_VIS_Primevl-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_UVB_Primeval-II_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J024035.36+060629.3_sdM7_Xshooter_NIR_Primevl-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_NIR_Primeval-II_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stx350\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J010448.46+153501.8_usdL1.5_Xshooter_VIS_Primeval-II_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J135058.85+081506.8_usdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J141203.85+121609.9_sdL5_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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8Yy9tO3OHvlh4yC1P1NV45VaGSTo19tNPP9HZs2dFM8XIyMhkydJYb8w5N+4/pVk7L9B7FXNT1rBU5K2UPLIFACCnp0kvyN/Xh/z9HB6DcMndR8/cen9eHwg1b95cni3RuPdn7KHj1xMo5lgcrelje802dPEGb0pWBPB2nHRcbNhqiswYQuv71SRv3L/4qHQ/5HAgxNNiID0OgtipuIden9/C34oWH7jq6c0AAHCb2MvxxCk3524/8sizfubmQ0p68ZKisoY6/L86G8cftY/0+zuz4CovtFqhQgWT83ft2kV+fn5Urlw5KbcPvND3q07Q9G0X3H6/av+wSsGbAmoAsA8HYNFjN4nfDw+vR2mDTVNaJKPOASHHk6U//vhjunz5crLzr169Ki4D7XE0cXvDiZteE6CoedsBwI10np9xYMgXkiAQOnbsGJUpk3xJgdKlS4vLwD1UGngjcAAAUBkf1R5xZAqEgoKCKC4uLtn5169fJ39/h2fawAtGHpS8baCtHRoASL+/1nn5lLrDgVC9evVowIABdP/+fcN58fHxNHDgQKpbt67U2wcAAAAOSniaJNlztvPcXUp8/sJmSoRav2Y5PIQzevRoql69OuXOnVtMh7HY2FjRV2jWrFlybCNYotZ3nAd583caNNgEAGNtp+yU7AmZvPkcxT9+RqPeKWljP+SjjRGh7Nmz06FDh2jUqFFi9fmyZcvS+PHj6fDhw5QzZ055thK8+iAOAADSOnL1dYK0FBbsvULeyqmknpCQEPrwww+l3xpQbK4HVxrsOneHootEUIALXVE9Odeszu8qkJLtZ25TzPE4+rxBYQoO8MOTBbKvAFBx5DpqXzE3fdW8GJ7t//Be/dKdx7TuePL8YTVAdjPY5a1ft9HFO4+pd3QB6h1d0OQyR0dDMboFUmk7dZf4yStjf1wrP55YkBUHQWzWzosOB0Levt+r/sMGUiv3LngCqsVBEFt5+IZqq5a8fUekZZfvqnOxRwBv2A8u2JO8t6CaIBBSCW8qUccUFZ5TALWtEwavPUp8TquOvP5S/OVydfcQxNQYgAtUWiQBAHaasOEM/bD6JHWvmc+l58ybvsyW+SqGEp+/JG/h8IgQL69x5crr7PHdu3dT7969afLkyeQOEyZMoMjISAoODhbrnfH9WzNjxgxRzmd84v/zBp46AFtKdnbkA+5tjbm8aeemZngdQC4cBLHfNp41Of+ZFwUCjvKmIMipQKht27a0YcOrpKgbN26IJoocjAwaNIi+/PJLktOff/5Jffv2pWHDhtH+/fupZMmSVL9+fbp503TtKmOhoaGi67X+dPHiRVm3EQAAlIMDlg0nb4rpHCmV/SpGrOYOGgyEjhw5Qm+88Yb4fcGCBVSsWDHavn07zZkzR4zAyGns2LHUtWtXev/990UPo4kTJ1Lq1Knp999/t/o/PAqUJUsWw4kbP6qR+UgKZmSceA4xbOC1MEUJ1ny/6gS9P30PfTRrn6RP0oPE5xSX8NRrn/gTN6TtQ+RVgVBSUpJYb4ytXbuWmjZtKn4vXLiwGHGRy7Nnz2jfvn0UHR1tOM/X11f8vWPHDqv/9/DhQ9EFm5s9NmvWjI4ePZri/SQmJlJCQoLJCbyPtwVF9gYC3howeNnLCRKau+uS+Ln1zG08r0T0UqczVFleuP3IaiJ4w/FbNPN8ORwIFS1aVIzEbNmyhWJiYqhBgwbi/GvXrlHGjBlJLrdv36YXL14kG9Hhv3mKzpJChQqJ0aKlS5fS7Nmz6eXLl1S5cmWTHCdzI0eOpLCwMMMJ3bKlPbjyAQvHLAAAz/hq+TGqNmoD9fkzlmqO3ki1R28irX+5cDgQ+v7772nSpElUs2ZNevfdd0WeDlu2bJlhykwpKlWqRB06dKBSpUpRjRo1aNGiRZQpUyax/dboF5TVnzg5XBF0CkmWluHDoaUPnFy4/f1z5CsAuLVAQ42FIhtP3hI/Fx+4Kn7ecGB678eYU+SNHC6f5wCIR2d4yih9+vSG83nJDc7XkUt4eDj5+flRXJxpC2/+m3N/7BEQECAWij1z5ozV6/C0n37qT8mePEOSnqOUsRuSz9LYa/R22Rye3gzwgJk7LlBEaDDVL2rfvhC8m7MVbRduP6Jr8U+ocv5wi5ePX3eaWpX3vjVFnWqoyAGJcRDEuKQ9c+bMJJfAwECxwOu6da9anDOe6uK/eeTHHjy1xovDZs2aldTu923n6Y/tF0iNvDRNxePuP0kipVoae5W2nL4l1qwDaZ288YCGLj0qeTIweNbNhKdixXdjR6/dF32NEp+/SDEnquDglU7dZ83RG8WyNUeu3rd6nadJ1u9brVTVUJFL5zt27EjlypUT03Djxo2jR48eiSoyxtNg2bNnF3k+jMv5K1asSPnz56f4+Hj64YcfRPl8ly5dyBsMW3aUOlaO9PRmANjUa36s4fdTXzekQH80tZfK7YeJeAcqyPzdl8SXko9qON+AMeFpEr3x7asv/Re+a2w4v/FPWw3FHj1qF7D4vwMXHyZXHbtuvUjo1I0H5G1UFQi1bt2abt26RUOHDhUJ0pz7s2rVKkMC9aVLl0Qlmd69e/dEuT1fl0eweESJS/259F7J+E3OZf/24Iz/1IGefRkdmyeX1/3HSZQ6yI8C/HCgVSr+lps51DsamwKY+2LRq0CkYbGslCujc+kiF28/djpQccbDxOeUJsi+40j3OfvJ26gqEGI9evQQJ0s2btxo8vePP/4oTt6sxa/baVXv6p7eDMUMJfO3qNwZU9Om/rXcMiWHRG8AZfPUZ5SDCzWV1GsZvjar3AkvHKZ01sZTr6ohLt6x/G1K2x91UIrr95/QpE1nxeglaKdfmSOxhr1VwZtO3RKVXC9furZ36zM/lm490O4Uq1MjQnv27BHLbPDSFpywbN79GaR3+V7KQ6We5Ggpv/lH1hOtAHQentL0FG/94qfwp91Ey4k76Mq9J7T/0j2a1L6cpzcHZDL8n6Mif2v5J1UlT1/Qf447/v5qrc38mdNQk5LZnA6I1p24SYMkyC1SK4dfnW+//ZYGDx4smhVybo7xjl/pBwG1+nPPJVpx2HLTSG/gDQfnAYsO0+ZTt2hV72qUNjjA05ujOWp6D3EQxDafQqdjpeeydZq+x6H3nfEI0O7zd8XPJQeuUdsKuUyux8nUYams7yccPZR+t/IEPX/5kh48dX46bs0x09Y0WuJwIDR+/HjRrblTp07ybBEkM9aNTazuPXpGb/26jZqWyk596xZMdrnLxxsVHbAcMW/3qzb+Y9acosGNo8gfydoAqsZl6rGX412+HW4b8e/ha5QqwM9wXo+5+2nWBxXs+v/Jm89S3SJZKE94iNXrXI1/Qn3+PEiFItKSJHSkKQ7nCHFVVpUqVeTZGrDIx42dd6ZuPUcX7jymn9adlu0+vHnccMb2C9R15l6P3LdaBmR1Cnvsl+48pvbTdtE2rEUFRh4/k6ZfzsojN2jbmTu09vhNw3lbTr8eDeTprF7zD5jsc58mvU45+XbFCao12rQQyBsStFUdCPXp04cmTJggz9aAxw9wz43mmM/eekitJ+1QzQHCRyHTJxv+a2GvRGoJlhzlymvb688D4sDUbuouKTcJVE4n8/vwn4PXxM/dF+6KrvA88r/66KsUiC//OWozuLK08j1Pj4Ebpsb69etHjRs3pnz58ol+PLxshTFezwuk5alj1/9m76eTcQ9sHiDUlJ/hzfA6OOdmgrqrZbw0tpWMM7unmGNxhlXrU75t53d+n8w7QJEZQ+iJUadm7g7ODRQPXrHe2Vmv1aQdTt83uDgi1LNnT1ExVrBgQbHavPFK7XwCx9kazrSVhH5c4uZaercsdKw1TgYEUApvHemyhz2fSP7ccv4fULKkZZ7KXnH4usn5zk5vO7p3vHDnkdOBrKU2Idg9u2lE6I8//qCFCxeKUSGQxvi1p5K9mR3ZsTccv4UODa9HoR6qVtLyQUjLjx3UVdU4f89l+r1TOapd+FUnfni1mjqP/vDJeCkLd0p6obwvl4kprGXmjRweEcqQIYOYFgPpXLrreo+gOw+fuSUxW4oWCXJ97G1vm/J2OFJCUKZN9nwiOQhi49bKVwShFLx6Oq+3debmA7ev0+boiDlPj3mquCIlQ5amnKNEWg+Ehg8fTsOGDaPHj5Xb4E/LBziO5HnBPjXReWAnJNUQMoaiAZSl2+x9Ir+n2S/bbF5XTV+N9lx41ZfIWx6PqqfGfvrpJzp79qxophgZGZksWXr/fu9bkE1utg6mjgRCFb9dR/ceJ9HBYfVSbNjlLOQIKZdagjK1bKc30sJzf+Tqq0TjR/rydzc+Zp3MHclt0fIyGW4NhJo3b+7SHYK8fYQ4CNLvDKrkD8fTDaAS/CWDp8lzZUiNLv2uPI+yXdk2Vzo7g4oCIZ4WA/eyZ0TI1ZGa87cfUezleybloC8srFtz9tYjOhX3gAo62cGUb1+u/GKtL/Fiz8Pn/AlQpu9XnaSJm86Kju496xSQ5T5cKff2RlI/HyduyFPBCwpdfX7fvn00e/ZscTpw4IC0W6URnKjHAYytj6I7Du/cuZRbtC85cNWktNSSTv8t9AfKdubmQ7psloi/JPb16+tNXImBlRI/cxDk7iV1vJEjL6fx90dnppWGLztKh6/cF/vxkzceKLICDGQYEeIV59u0aUMbN26kdOnSifPi4+OpVq1aNH/+fMqUKZOjN6lJvP5M+2m7qXGJrIoa6Yizo7nctfvJO5ra6/r9p4ZFJ0E+nDAfPXaT+N1TZcHu5MqAqBbyZrT0WFN6iDfuPxUj3/WKZKGf158RHZr1flh9gka9U9LhLvJ8GtuqJPVdcNCFrQZVjQh98skn9ODBAzp69CjdvXtXnI4cOUIJCQmi2SLY57eNr779/XvItJGXJQr5wioJS0GQNz0+peAdvqfXrZPD/cdJNGTJEdp/6R6pnVJGoryd8Zh7tVHrqdvs/fTtiuP0o1n/NlfW6fpy+TGSyoXbjyS7LZApEFq1ahX9+uuvFBUVZTiPl9rg9cdWrlzp6M2BPd/SnNhhauGbnzmpjis8JWhPDxK1MM4fU/vBlw9gs3ZepBa/blf91JgnPqNa3C8Y009dTd16XtLbjf+vSEUKNe1cYBU8GAi9fPkyWck84/P4MnCd+b7KR+aFPq3lArmLnPvmY9cSHD4IcAuC6LGb6eg12+v9OOp03ANqO2Un7T5vuyeIK3y8NKH8zK2HFs/X+gEerEPeDkgeCNWuXZt69epF1669WjmXXb16VaxKX6dOHUdvDoSU9+L2HLy+Wn6M7jjZJbX3fHUmu3NVG6+zllLFXKOftlg8P6UUdf0iiLwiudS6zNxL28/eceuCibaChD+2X6D203bRE33fFY1ReWwIEllx+IZJHyLQDocDoV9++UXkA3EzRV5qg0958uQR5/3888/ybKWXW3v8psXznz1/SVM2nxPVP/Y4ZPQBdmTn7spokid9sfCQWGeNkx7VUn5rLXfHXvye+Ozvg/TPwddfRCyx9vpbOnvYsqMi6Juz6yIpnfWRLjdvCCiWceCf9MKxWYraozfSmz9vlX6jwLuqxnLmzCm6R69du5ZOnDghzuN8oejoaDm2z2ultOP+YfVJ+qJhYZq+7TyNXPnqObbH+9P3kJb8te+K+PnL+jOy9V2RmqsH7D/3XKIFe6+IU5OS2ez6H3tDtccaHRHyFMmCNy8MAnm0lxPiy+VO79J0bpvJOx26/jkkKmuSQ4FQUlISpUqVimJjY6lu3briBPL0E3m/SqTJCI+U7j56Rr4+ROlSB5LaSsK5yq5+0SyUIUT+bZf6+MJTT0+TXMuju2Xn4rrPnntn0ow3jfxIltfkwO2o5V2Rb+AK8TNz2iDaPcj5L9n7Lqq/uhAUNjXGCdG5cuWiFy/wzVFuPAUix06WF2Ut81UMlfoyhp47OGzsaf3/OkgDFh2mLn/scWp6So6DgLXA5pt/k5fTFhu+mtxl+9nbDncdR8KxsszccUGsTG6pw7tW3MTaWaDEHKFBgwbRwIEDRf8gkM/qozco/rF93/4teW/aLlq0/9XUkbE7RiMKt+0cXXCl1Jmb+rnSn8PY6qNx4uf+S/GkFJtO3aJHFh7flC3Jy3MlOaC5GNSo/ZAqZR+k2TsvUs95B+iFArsB83tl6NKjFHMsjmbtuKC6RZM5r5FHno2p7YsXaIe/M8nSZ86coWzZslHu3LkpJCTE5HKsPi9N34mv/z1OruJOpy3K5DDZEenb+LOKI9fRqHdKuDzdY+0AP3nzOfFzwZ7LLu24eX2zyIypU7iOfbc1d9clhw6o9k7DKKW5n3GQa0xph3mlrHc1eMkRUqrnRq1IYi+/Dvx5GYfUgX6UM4P1z4OnXbzzKFlXc67EeuvXbdQ7uiB9XCu/07fN+zB/P6dXhgKQJhBq1qyZ6nuRKMFRo/42cjp36yHlzZRG/D5/z2WaucO0Muizvw85fdsPniZR8eFrbF7P1kiI/lvql/8cowB/HxrQ8HWzzgV7L9PnCw9TvSIRJv9jqeGhrbflYqN11Jy16sh1yhASRJ6SaPSt2nz69JcNZ6hf/UIpBhta+uTy+8p8X8V5ZqfjHlKZXK+WB/KklN6vloJ7Xgur/rjNilk2hUd80qcOSPYcW8rL4cpE7ufDhSAcCF2685juPX5GJXOms3thYG7zMOKfozSnS0WqlC+jxX5ofB0A2QOh4cOHO3wn4DmX7z0RgRB34/1WglEmY/ZOUb20MWTzNOmFCGx+3/ZqOqlXnQKUOvDVW3PSf6NKa469mhbT44aHejqZ8qwstb7n9vyedOL66wDQ0pScPvDUL+HCjJ9+ZYzFuMDHvgt4Orb+j5upav5w+t5o1LPxT1vo8t0n9Evb0qQ2PNKipKn7j2bto7YVctG3bxU3lKrvOX/X0IcrJdV/2CB+bvmsVrLRLV4A2nyKfWCjKBFMsb4LYmnJx1XE57FC3oxilOjY9QRq+ss2CR8haInDY4x58+alO3fuJDufF17ly0BZEpNe0Pnbj8T6TPbsoOTIN7DVRXnI0qMmgY3JAJILR+42k3e4ND1jPn1m7ZuqO5OMOSfJcL9WrsOjaPeMpl4P21l96K4pq+ey5OSY3uay2Gt0Nf4J/bnXdFqWgyC24rDtNf7kYNytXLL3jZuG+fjzfvByvJgOH7PmpGG6+eVLnfjS0eTnrdR26i4atPiIS53CE82+wPAUu/mXmgrfrqPWk3fSjrN3qMPvuxEEgXtHhC5cuGCxaiwxMZGuXEmenAue9eGsfbSwe2VZbtvSfpy7W3Meg/HQ9boTNx27XaMjhPlO0doISOcZe0xK6jlR3F1J1RxoKol5A84tp5XVMLPaqA00tUM5ijab7rSH2qf2xq4xXejTkc+E1aVwdPZPDZ644fwaevpp6uzpUokgU6/JL1tln+pvNmGbxSaJ/f46aLItALIGQsuWLTP8vnr1agoLCzP8zYHRunXrRIdpUB53rmZc84eN9CDxOf3arozLt3XoSrzdO7n1ZsEWJ4pLnsNh5SisH7I3N2/3JWpZNodsyZ3WRuTMzzYe2dpsNKLkyZXpeakRafNcTLed+2Tp3X6YSOFpPJfXZSzJaLhTP0JrKWAxtiT2Gq08csPql4LbZtVZjKeLeKooe/pUNKVDOde2+cVLGrPmlKHQwvwzmVIQxO06gvz9TF4dntpyFC+lY6naFUEQuDUQat68ufjJH9iOHTsm6y/ES26MGTNGko0CaX36l+tBgTmuBMuUNvnBhYMgS4GJM0atejX8rhgOTmVwzyPO44nKGkqlLCSF2mPPhbt09Op96lg5MtnB0jgPyHQzTTfU3toGpVRzpcT6Y7H+mMt9vVYRycWWcDVVp+l76LMGr5Lc9daZLbtjLQjaee6OaAFg7uCV+yJvhk+u4oDeuNrUETylxYGQ8auzaL/rRQsAHgmE9CvL86jPnj17KDw8XNINAXX5bOEhGtOypNXLXRlbUMrhmFsYXL//lIa8WcSl22DlI9M79f8tJ77Kc+KE0jpRplNJU7cm71XkjdNJznDn6JYjzLeq5/wDYsTKvHrz47kpJ+Vzvlq2dKnodzvfA/ZWgQX6+1KaINPDAld4qf2zDJASh8fsz58/nywI4kRp0B45RprYtC3nRQKmEro0TDM60LiyU99z4Z7b8pA81SGa2yksjb1qNalcXmZvFgW8d2wlu7vSZNPSKJDpdKn12+XAiz9fxjj/iDvOFxsmT/dzHxstPr5afkyc1ppVhwIoMhD6/vvv6c8//zT83bJlS8qQIQNlz56dDh6U58AI6l0Q1Rnj152mfw6lvLq6N9ggwfShPcbEOJeg66gecw9Qr/mxVPm79eRpSoiDOChsPWkHxSU8pcgv/hUncxedHG3Ze/EeNRi3mZ6ZdWu2p48OTxU2+mkLXbn36r7n775EJUe87gd29tZDGrnyOO294PrqAbaC8gOX4qn2mE3iCwefOHcMQPGB0MSJE8UK9CwmJkasQr9q1Spq2LAh9e/fX45tBA3iyidvb9z5/gzTNdNSwgmi5museXoZBVujHZ6Y8uIRFs6befzMtLL1xv2nsm0Tl5Rzoz9u1miMg8Jd5+/S279tl+V+uQJs40nT53zcutMWR1ws/W/V7zeIZXy+WHTY5LI6YzbRpE3n6J2JO+jHmFN2T8Fasu54HH04c68I3Cz5ycL2Aig+ELpx44YhEFq+fDm1atWK6tWrR5999pnIHQKQAh/L5QyD4hISafTqk3atf8QN3TyNk1XXmiXQWvLRrL2SdNB2lNXSbhnxSIZxQi9XEE3fdp7aTN6ZrJKv0/TddvUy+sus75B5roy+NQE3AdUHPlzaPX3bBRpp5X1ibekTd+ERF2su2BiR4tFZV3D1pnkzVADVB0Lp06eny5df7Sx4JCg6OtrwLRSr0oNU+EAjN16SYsFe21N43NCNq+S2nXm9ortS8cK0CU/tW+TWPD/FnoGk9tN2iSme03Gv+9GMX3vaZGpFTsaDhOYjGU1/3kp/W5mSNe+fY+3g3P/vQyLA4XwnY5xTw92QeQ0tvqzwkFVUYvgaunz3dSBxzEoZufG6Ye7y5Jl99+ndY64AMjVUbNGiBbVt25YKFCggOkzzlBg7cOAA5c/v/GJ6AMZ4OL5GwUyyPyncYThrumCqlDcjBQf4pVglJwfu0rvr/B3RgJLLjN2FVzX/35x9NKZVKbuu//jZc7HsyZbTr4LBuj9upnYVctEco4VsPe3Oo2cWWzo4igMcdvbbRuT3X0OibWdfB8Frj8eZNIc0Llm3hNfYcideToc7yduDR9IAtM7hQOjHH38UPYN4VGjUqFGUJs2rBT2vX79O//vf/+TYRtAod+ScbD1zW5xalctBo96x3g5ALu9N2yUWqQz086VT37z6UnEz4SldvPuYykdmkO1+u/6XlGpcfXTOSmWatQOrlEEQN+3j3jlv5MkgOoTzWmE8wlIud3ryNeqOaCttzJXOyea44aG+lPyP7a8XK+7zp/WiEJ6e+23jGcoaloo8If5xkt1BkH4hZgCtczgQ4uaJ/fr1S3Z+nz59pNomALfjKTJPBEL6lbq5+oenqiqOXCdWGWd/flhRtlEoS/45eI1+fjf5YqSOHFidxc0hx8acojzhIbShX01qNXGHaAb4dfNi9F7F3JLch6WqrZScuJ4gRgm//OcY7bazgoqfw9k7McoC4NWBkPFSG8a4wic4OFhMj2GpDQDHDV5yxBAEsR3nki9uLIWpW85ZvWzl4eu0+fQtGtakKAX5+8paucd5YPrpyOX/tUvgfkncbVnfEZnXjDMOhNxZEMdVU45KTHJ/PhAAuDkQ4qU2eOdoXqKrP49/Vq1alZYsWSISqwGAnMrX8JUpCEmpr1D3Oa86Gs/bfVlMU8364A2Ss9dU+/+CnFNxr0u83/x5q+F343xuXrdq+1l5gkOp/LjWPT2bAMCDVWPcO6h8+fLi5/3798WJf69QoYIop9+8ebNIorY0fQagZDx1sl1BlWGerujZff6u1TWupMBTbvcfJ4lEbGtiL8eLxpPdZu2jQoNXybYtAKBdDo8I9erViyZPnkyVK1c2nFenTh0xLfbhhx/S0aNHady4cdS5c2eptxVAdm2n7lLMs/zCU2tlGGkzaaest1/yyzWSNp4EAJB9ROjs2bMUGhqa7Hw+79y5V7kHXFp/+7ZyvlkDqNG4tZ7vuivF6uUAAF4VCJUtW1YspXHr1uvSZv6dO0vzlBk7ffq0ofs0AAAAgNdMjU2bNo2aNWtGOXLkMAQ73FMob968tHTpUvH3w4cPafDgwdJvLQAAAIAnA6FChQrRsWPHaM2aNXTq1CnDeXXr1iVfX19DZRkAAACA1wVCjAOeBg0aiBMAAACApgKhdevWidPNmzfppdmCgr///rtU2wYAAACgrEBoxIgR9OWXX1K5cuUoa9assnaeBQAAAFBUIDRx4kSaMWMGtW/fXp4tAgAAAFBq+fyzZ89MmikCAAAAaCYQ6tKlC82dO1eerQEAAABQ8tTY06dPxRIba9eupRIlSlBAQIDJ5WPHjpVy+wAAAACUMyJ06NAhKlWqlCihP3LkCB04cMDkJLcJEyZQZGSkWNuMF3rdvXt3itf/66+/qHDhwuL6xYsXpxUrVsi+jQAAAOClI0IbNmwgT/nzzz+pb9++ImGbgyBe3LV+/fp08uRJypw5c7Lrb9++nd59910aOXIkvfnmm2JKj5s97t+/n4oVK+aRxwAAAI7z9SF6aWUd4u1f1Kavlh+jlUduGM5b1bsaNRi3BU81SD8iZIlOp6OVK1fSO++8Q3LiabeuXbvS+++/T0WKFBEBUerUqa32Lho/frxo+shro0VFRdFXX31FZcqUoV9++UXW7QQAAGmt/7QmNS6RNdn5H1TNQ9nSpaKsYakM51UrEE7pUgU6dPv96xciT5vcvqzD/9OqXA4qnCUtrehZTZZt0gKXAqHz58/TkCFDKFeuXPTWW2+J/CG5cLXavn37KDo62nAeT8/x3zt27LD4P3y+8fUZjyBZuz5LTEykhIQEkxMAAHhWZHgITWhbxuS8+kUjqFd0gWTX5f52OrIyfGRFtxr56JPa+UlqHSrlFoGKPeoVzeLw7Y96pySt6l2dimQLdWLrwKlAiAOFOXPmUO3atcUaY99++62YruIu08uXL5ftWb19+za9ePGCIiIiTM7nv2/ceD0caozPd+T6jKfRwsLCDCf9wrIAAKAc4WmCaFL7chQabFqwox8lcZSfrw99Wk/6USG+3ZW97B+t4euOb1NK8u0ACQIhHo353//+R1myZBG5OZxrw6vO86gMj7KEhnpHNDpgwAC6f/++4cSPEQDAW/z8bmlSm8r5MiY7r3h202NOjvSvp8YaF08+heZJjqzAEJU1lJqVyi7r9oCTydKcnPzJJ5/Qzp07xUiQu4WHh5Ofnx/FxcWZnM9/c3BmCZ/vyPVZUFCQOAEAeJtv3ypOTUpmo0/myV/hK6UfW78eIZnbtQL9sf0CjWhqWvDyXsXcdDX+CdUomOnV1JhjM2OgYXaPCNWpU4emTZsm1hlbtWqVSJB2p8DAQCpbtqxY7FWPF3zlvytVqmTxf/h84+uzmJgYq9cHAJAD54l42vpPa1DbCrlILT5vUJjOftuIjoyoTxGhwYbzK+cLF1NiWcJen8cC/X1pyJtFqHrBTA7fV5/ogiQXOQ+VFfNmkO/GNcTuQGj16tV09OhRMRrUvXt3seBqr169xGXuWniVc5GmTJlCf/zxBx0/flxsx6NHj0QVGevQoYOY2tLj7eOgbcyYMXTixAkaPnw47d27l3r06OGW7QUAYOlSJc9jcaePauSlvJnS2Lye8fSS3Dg5OSWNimcR+TVpghzu8iL4+9l/XOL7UrpyudMnOy/AT5LCb81z6FnkxOGhQ4eKarFZs2bRrVu3yN/fn5o1a0YDBw4U/Xnk1Lp1axo9erTYBm7qGBsbKwIdfUL0pUuX6Pr164br85po3DuIO2GXLFmS/v77b1qyZAl6CAGA3VqUfp2v0bxUNqeeuQ+q5pX1Gf+iYeEUL6+YJ3mOjSUhgc4FHc72BTL2YXXT58iHXPuCnTmt6YiRsXfKvk6mHtmiOBWIsK+qy5P+7p58jc+W5VDMIwWnw8m6deuKIOPatWsid4j7CJUvX57kxqM5Fy9eFNVru3btErlLehs3bqQZM2aYXL9ly5ai4SJfnzthN2rUSPZtBADvMdYoP6VOlGkV6i9t7Us8Dkst34hQgJ+PGF3JnTG1xct/71SOahayb7pIzsH9L5sVNfm7Yt6MVCDz61GqgY2iTMrMHS1/t6SWlcedxWiqLWd6y8+b0nF1WRMLfZXAcS6Pq6VPn14EQry8xp49e1y9OQAAxeLGfcbeLJHNYt5NVrP8FXuMbVXS5nW+MgsmWpfLScs/eVWabS2GqV04wqn0BeNRE2f0rWuadxNoNo3DuTzmoc6sD159sY0IDZIkQOlcNY/J39M6lqO3y+Sg7jXzSR78FTOrYpMbV5e5Ky3F29kVCPGUkz24azO7evWqa1sFAKAgWz6rRTF9qlNYKn+LlViTjDoC1ysSQes+rWH4294cl6oFwunAkLoUO7Suxct3D6xD7StF0j89qoq/e9TKT9+/U4IK/TeKIvVB8Zu3XFuGqGedAnR4eD3D35Y2z7zoJlPaIDo/shHt+KIO+ZrPnUmAR/TGtCpJIUavCarLwK5AiKe8PvrooxRHfLjnDicy8xpeCxcuxDMLAF4jZ4bUKeaRcMWS3vg2pSm1Ua5N5yqRKd72sCZFaG3fGiKnJX1IIKVLbXlpiMz/TecUzxFGp75uSP1cWBLCnim9IH8/p28/c9pXLUjSGjU7tJTzM6ZVKUod6EfDmxR5fT0fH1mCIC1438Z7DVwIhI4dO0YhISEiL4h78DRu3Fis+cVTYu+9954YCeJFT3nNr1GjRlHPnj3tuVkAAMXg/jTFs4eleB17Rg9SBb4KIP7qVom6VM1D3WumvGwD56vkN8qV0Sc/c86PtXJ348BLz5HQgaf0LJFqVMnX0u1YOKtUznR0eHh96lTFdArLnaTIRUpJZyuPLZsT06e2DGtiOnXKsptN54KTgVDGjBnFgqdckcULlhYoUEAseXH69Glxebt27UTnaV7DC8nIAK57U4FJkDwV4w3Mc1VY+tQBoj/NP5+8mnaSQvnIDDT4zSKGwMgavl9znPy8qX8typTG/uaujsYwPAqlhOCCS+S9QfcayT8fJ79uQLksJLFP6VCOtnxe2+n7Kp0rnV3X40R5a0n04GSydKpUqcQK87zExuLFi0Xp+uzZs+nTTz9FSTqAxM3k5PRGZAaHv5m6MhXjLrzquC1RFhanHN40+TdpS6wd3nNlcO5gc/zLBilWlNWJyix+prOj6szR0RzzUShxGylcf1CjKJGcbU2k0QE3T3iIxdvWP085MyhnlEKKHKHtX9Smxha+vFibXqxbJMKlADCl10H/GZj4XhmRKA+2ua9pBADYzZ3FIA2KZaX1J+Lowp3HNq/L5c0nbjwgpeJv2v3/PkT/HLzm0P9ZWrjTEfkypREVSbwQqCNsjRaVyJFOjNxwFZUtPhZGlbrVkK5/Udf/+vz8udfy+osLPqpE3686SfefJCUrlRfb5+NDsz+oQJO3nKWu1eTtq+TpakJrn+mUgq5Vve1fmDWlHKrpncrTtfinhpEoFJbZhraUAB5ma+j6357STdcYT13o82FalMlu92jCjPffIDkMbhxl+P3EVw2cvp3gAD96IzJ5B1534Iqkkjntm7JwdOTGOOnYGuOXkEvx+9cvZDXxWm9m5zdEsrKtRFuu5rKFk7m5Imtqx3JWAwM+OH/dvDjlzph8xMhTzGOTZlaaZtoz2piS/P919rb0UeNAt3AWacrv/f18LU7HgXUIhAA8bOJ7r0uvreW0lLEzJ8ARi/5XWZRkF8seZnPtQP3q3+brO0lFXwKuD2bsNadLBQoNlmdgmwOEzxoUSjbyowYtyuSwa+qFe/kc+7KBaA8w9M3XlVvmPjbqu+MstWQCcdWfJb+0LUPjjJprOooDRF7wdrmFPDRXRyTBNQiEAKz4+V37ugZL0Rht1gdv0J8fVjQ5/6PqecVoDY8I9K8vfc4Qr1OkL8lOyU/vlqaJRn1ypFY1v+1v2tYGrKrY8b/Omv9hRfqfWcUXBxdc7q5ErixJwe0BeFTQ2vPMowzO0neLrmFnd2t3yxiS8qiZXliqAJfyengUjPcpRbO9rkyc2qGcaMT4a7tXPfjkkDVMOflYSmX3u5vX9+LKMABvYjzcnSEk0KT1Pn97c992ZEqWvDqgURSNbVVKHKAq/TciIxXzAaCUpsYaF89q1zfWv7tVcmpKjHva2EpYLWZ08DBffLJR8VdJqoblGWxM8/nYqHJa06e6qLbh/By7S8MVVGloKVHZVTonRzMZj4DwCvKO5k/JbULbMjSgYWExImrOfCRQLtFFIkRncDnXOlPa865Edo8pX7lyhRo2bEiBgYHUpEkTatq0KdWpU0f8DaBWxgEAV3689et2upHw1OJ1uedJ7OV4Se+/qIUKJrVyJj+mi42kWT6oc+4KB0qHr9632julXGQGw7pSaW10cuaDOvf3mbr1vMXLC0akFSe16VYzHxXMklaU7TvLaoxnJVLlqradA+pQkIW+RsajSWkUuEq6pSovvTxmOUz2lqsrkULjdkWx+93JzRJv3LhB8+bNo7Rp01Lv3r0pPDyc3n77bZo5cybdvXtX3i0FkAGPSIQE+tGndQummJsysFFhWvy/16s/F8lqfwAz6p0SKVZ4OFJqzTkKrcq5tgYUMz+s2coRkgMvTWFrZ10oIi11qBSZYpUMV17xulgZ//vmywc4HsVKCff3OTisnph65JGkqvmVOW3j6FRn/aJZxMim1MKMkq65OswY541xR2xvYv5+nNvFdNra3YyXcAHpORSm+/r6UrVq1UT3aF7RXb/6+6RJkyhbtmxUvXp1Gj16NNYaA7cxXtPJGfzN/9Dw+vRJnQJ2jR7xOlC7B9WhkCA/uxNuU5pKMe4hY6tyiw/4zUtnp1Hv2F6c0914VMDRL57GXZMdicNsfcPlgGCCHTkXnPPBU4+8irelTs1S4zywfJmUUy1lT57RmJYlqU35nCaBpXG/IK0MNthqcyA3DnCdZatbOriYLB0VFUWfffYZbdu2jS5fvkwdO3akLVu2iFEjAHfgg5mr7EmA1OcRcDkyrwkVlsq+b8D87TytTFVNtqTUl8R8BMiRZnyre1enfvVMVxaXq5rMwGh73yqdwzQnyEXuWsGb88DWfVqT1OTtsjnou7dLmHxGOMGeE8a/a1HcpSRqcI+GxbJQp8pYgywlku2hM2XKRB988IE4AbiL1IcwPrgev55g+Jub2Z25+TDZMgjcMG7t8Ti7bjM6KkJ0guUcmoGLD5O7yJXUy6XufNOj15ySLKBwZGKORygKRKQR1XZqXdNs8OIj9I3R1KBSvFU6u8jFshVkvu/BtcE8qWJeaYsW3IE/lzx1PGP7BU9vimKhszTIUo5659Ez2Z9ZblPvysG3T7TpqAbjb7rcl4a/CTOu5LK0FIE9nWT1+Nv09//lCdkbCEmRspPSM+P+jCBTvGN2FucLuZIQ7CpX40sOqtf3U+bIUMfKkSII4hXuwXJjyZg+1anuj5vx9HgRjGuC5PTlzO7gSm5HtnTJp3N46mtEs2JWS6elPmga52T4qLxaxJG7G/W29QRy8BwO2ivnD7erk7UaFMj8emRrvUP5hNbfzba6dYP6IBACyblzQcU0Qf40xEpHXFsLYborN8QZcm9ah0q5Jbut8W0c77abUhWYpf4+Uo5gydGlG5SJc9c4GX7bF7Upr0q6grtLzUKZxL5zlQNrnNmjuZUlSpQMgZCHBPi59yDMDc2ksqxHFZPHYZyrwVUmkW5eR+iDqnmcHI3xdq8fIb9GewZF05KPq9DavtUNCce28LILtpLJm5XK/urefJRfYfh5g8JiDS7QDn7vZ3dgKtucPQveqpG/r6/YdxZ2cI2zkjamTZX8BVOyHKFly5ZZffDBwcGUP39+ypNHm4l0juhRqwD9uNY02VQuF75rLOntGefHcPIgV1HpE4w5t+ZR4nMxUvMw8Tm5i6X7s/VxlOrzyh19uQw7euwmunT3Ma3oWY0a/bTFpdt0JEeID+w/rD5J9YtG0OqjcRYfH1eJcX6DPYtnGutsJcjMKneVmIVmlq7idcK618SoADjGvG+Su7/EKk2AjUpBXvbmwdMkWnv8pkO3m1JTTsUFQs2bNxdBj6XyWz6Pf1atWpWWLFlC6dN7ZhVoNQhL5e+WKSo5GoHZatkeEuRP+4fUpQGLDtPC/VdILsa7o528eOiw1Q4HT1LtGDhXiZdm4CRxZ799OhuYfVwrP737Ri66eu+JaSBEzuMmk2NaWZ/y4hwSXqjTeKfoUtWYjciPc7bmda1IOdI799x+VCPlDtYAxozfyrxGmHmOULca+WjiprOafNI+rVeI3p2yM8Vy/c2nbjl8u1wJ6ikOh2AxMTFUvnx58fP+/fvixL9zY8Xly5fT5s2b6c6dO9SvXz95tthLyF21w2vlbOxXSyymKCc+fhmv06THgUF3CVasTvG+XQxq6kRFSLIdZf5b+4o7U5sHQXKvKq3fYXO/IvPXwdnApEbBTHR4eH1qUCzlJm783pK9f5ARXm/Nmffz6JYlaUDDKFm2CbTpi4aemWJ9u0wOsY+x1TndUQ0caNho6zPPux21zY45fPTo1asXTZ48mSpXfr3cAK85xtNiH374IR09epTGjRtHnTt3lnpbvYrcKxqYr5rtCVx2fvLrBlRo8Cqr18mdMTVdvPNYkvurmDcD7Txn31Ivb0RmcGklaX0Vyu7zdy2WgnNL/J/Xn6ZxrZ1bwd7eHYnx1V7qTFd0N+4A7MjtOJLMLBWdjJ8TbocA4AglHMeblsxGyw5eozfyvG4VMaZVSXr5UifJ59O4GW2/+gVp1dEbJEd3cjVweETo7NmzFBqaPLmKzzt37pz4vUCBAnT79m1pttBLWdq/88FLbSKMVmu3JMg/5db05h+Z6KjMJstTcIIvT8HYY2SLElTArOePq0twpISrUNq8kctid11uic+rSlvqQWQPZwKAF0aR0OwuFRwaEfJ0XyE5qTF5EzxLH3xkc3MunLGRLYrTj61L0pT25UzOdzUI+qVtaaqSPyMNaFTYqf/XeWBdQsUFQmXLlqX+/fvTrVuv5wD5d15qg6fM2OnTpylnzpzSbqkG2LM+klLMeL88NSqehQY1jnLpG0BKB6lZH1QQyb32TofwSuUxfWuY3LbxSuR7B0cbfrc0necOPBIl3zcp79tBAXgC5wEdHl6PNva370uYpcTqlD7r9uBcS67uNF6PUApvlshGc7pUtJnraSlBnKtO5eLJkSSHx4ynTp0qEqZz5MhhCHZ4nbG8efPS0qVLxd8PHz6kwYMHS7+1Gls3q3bhzLT+hGOZ9+5Ss1BmcXKVjxv/19/N0z2WzOlagbaeuU3vT99DSmL8zAxuLG8+zeL/vZ5W16uYJ6PIcypoljCZ2UtLl0H5nGkqySNJXCiyNPaqoa2ENzj5VUPDSNS5Ww9TvC5/t62cLyMtjb1GauFwIFS4cGE6duwYrVmzhk6delX+XahQIapbt65YnZ5xoASuDy9yMp4cgRCPstx6kEiK4OOZ2/fU6C5XWeVwoaeJOxSIkGYxU2tK50pvcXXv3QPrGPK2pnUsJyoO+9VzPSHV8+EvaAkH9N62Fpuvg18iW5bNSZ8vdN+6im4NhJKSkihVqlQUGxtLDRo0ECeQj1wHa6kHRlyZZsJBSsLXQeUzY8a5VlzRJ1VV33/fzySD9yxomY8dOXfuLrZwlUO7iICAAMqVKxe9ePFCvi3SCDkPWpwrY0mqgFeJy+Vye2bByvA0gQ5+qFx7knzUFii4uO9Q+sNzt7YVcokuuNUKZPL0pgB4DZ3id6SOc/i70qBBg2jgwIF09659ZcpgmVzJur+2K0MLuyfPwWArelWjnnUK0DdvFXPoNqXql9GiTPIy8yr5MooSej1bnzFHqzisJeB530cZzH37VnFa2qOqzU64AFqXPZ1pQYrxPtkehbO4Pp3uqQIW5vAe4pdffhFNE7NlyyZyg8qUKWNyAvvYE1Q7U/XLK7/zHLW1kaK+dQs6vHoydy52NHiyxNLDaV8pkjZ8WtPu58gbAhi5qrld+aKmtqFsAJBOqkA/GtuqpOHvotkcW3/st/fKqvrlcGqJDXCdtWMWV+x8/e9xh27LfI0pNegTXZA6V410qjLD0em40rnSiSAsncRlqN6U+zWudSnqNH23bN1y6xaJoJhjcTRR5TtMADVOEdkzKtqiTA7qu+Cg+N2Vh6bGtl0OB0LDhg2TZ0s0xvyNpl9wrlbhzIZAyN43I7+B1RAI6cwO2nIHQRz9cA7Sov+mCo3zkZSyEzPeabi6A+FqLF6c1NFhbVYse5hoXilX88FJ75UV67A5uugrALiO21Jw37dMdvYOSpfCrIFce87uNTy3GoJTvefj4+Pp77//Fl2mublihgwZaP/+/RQREUHZs3tP7wQ5mc+HuvLmkjMAL5bd9hCpre7Rzsru5AKbWu0szKXnrjQ8k/N54qk3BEEAnsGf7V/b2T8am8nBLyxSfLEsnj2MVBMIHTp0iKKjoyksLIwuXLhAXbt2FYHQokWL6NKlSzRz5kx5ttTLSDkgIdcBjBvfFbIjCa5P3QK0/+I9al1emm7i//asSvefJFHWMGX323GWRuIyAK9WKmfyfljepEyudLT/Urwm1hpzOBDq27cvderUiUaNGkVp074+SDZq1Ijatm0r9fZphv6tY/wWypHBs4GApcZ3lmROG0yr+1S3eT3j5S6sBQNpgv2paLYw2QNIZUyMAYBaVS0QTlM6lHN6PUFQDoerxvbs2UMfffRRsvN5SuzGDWlWr9UCa0OJxuemDvCjfUbrY1kTEijd1BQna1crEE7zulaU7DZHvV2CahXKRB9Us95tlRcXLJs7PQ1qFKXZkRU5H45CUqIAvAoXAVjr26Yl4UZTafru8F49IhQUFEQJCQnJzuflNjJlQuMyacvnfShjmiAKDfanhKfPLV5n+vvlxeJ8UsmdMYRmfZCXpNSqfE5xYlzBdeBSPDUpmc3kOry4IJ+0QbodhVbynwDAvXRWzs9gIZE6NDiAVvWuJqrT1BgIOTwi1LRpU/ryyy/Fchv6HTHnBn3++ef09ttvy7GNmniTOXs8qyXBwqfG5K6m+rtbZTo4rJ4IuDzZdMtbRkiUUv2mKQg+wcv5pHBZ+pBAmtz+deL1myWyip+Fs4RSvkxpVPmxcjgQGjNmjFhdPnPmzPTkyROqUaMG5c+fX+QLffPNN/JspRcyP365O8Gsq5VpKrkPq/xtISyVNGXztmIA9X0v8R7OlPADgDLobFxer2gWOji0Ho1uWZK+e7uENPfpwe90Ds+pcLVYTEwMbdu2jQ4ePCiCIu4ozZVk4PzIhiulg1kcXHaCDWpchGbuuEiJz1+SGgT6+dKzFy+pTK70tPKId+aiGU9zqb3Tc+pA6aZrAUB5wlIH0DtlvSOdwem9VZUqVcQJnBOVNdTlYcERTYuKnxGhwTTrgzcojQS5QoH/NXY0VyGPZxZq1eP550X7r1KXankMgZArQ6menFCytt3G01xSxUG8Ntu1+08puoi0U6i2YMoOQN2+aV6cWk/aQb2iC0h2m5EZU9OFO49Jaew6cs6fP5/atGlj1w1evnxZ5AwhSEpZvSIRFs/PajS6Y+tgyKMjelKtsB1kpRV7/sxpKaZPdQq3szOp1PJmSkP9ZFr+QSle6hyfKrWVLL2kRxXafuYONSyexdXNAwANKZItVORzSjk6zSsnTN92gZTGrhyh3377jaKiokTvoOPHk6+Ddf/+fVqxYoXoI8TTZHfu3JFjW72KtQMYTynsHliH9g+pK3tFkKOjIgUi0opEObVQXUWVcSAk0aZzj6fmpbPL1v3ba557B4Sr6DMA4Apfiafoldps0a4RoU2bNtGyZcvo559/pgEDBlBISIhYTiM4OJju3bsn+geFh4eLRotHjhwRl4FjjI8bmUNNc37K5E5PG0/eolQBfvQk6YV0T62WC44UWG1lnDfmxXGE6tUvmoU6VY4U67oBgPr5O1I2z6fbt2/T1q1b6eLFi6JqjAOg0qVLi5Ovr8NFaGAHzsyfsuUctS6Xk2qP2WQ4PyhAhucbB2DZ+dgxNeZrZySEXBzPfEse/l9+HgCon8PZtRz4NG/eXJ6tAcvPeZogGtAwecflghG21wHzZkodZnXWS5NkaXU/NgRoAOpV2I41Jr0JhnA0TKrmhErd/pRCCU8+cmv3HRzwOo8nyEr1npZycQDAvZZ/UpW+fas4NSwmT3FF89KmKwooBZp9aFi61IF060EieSs1hHnGYQy3P/jp3dLiPCmXTQEAsEex7GHiJJcSOZSZV4e9rUJwe3J342TPmGNxpEWezJVOaQynqdkabAAAIC9MjSmEYnrkqGEYBQAAvIrOgwcfhwOhp0+fWr3s+vXrrm6PZknRFVprbCVLqyF7xtvizl51Coi15PrVU0hgDwAgdSDEDRNjY2OTnb9w4UIqUUKaxdcAvPnbhzcnOPepW5AODKlLkeFYdBUAvDQQqlmzJlWsWJG+//578fejR49EI8X27dvTwIED5dhGkIn3Ho7Bk9S+YCwAaKsdisOB0K+//ipGf8aNG0fVqlWjkiVLihGi3bt3U58+feTZSiK6e/cutWvXjkJDQyldunT0wQcfiJXvbQVt/O3b+NStWzfyBvaWVwN4ggIbdwMAWOTU0bRhw4bUokUL2rZtm1hglUeHihUrRnLiIOjo0aMUExNDy5cvp82bN9OHH35o8/+6du0qcpf0J14vTc0Wdq9M5XKnp7+6VfL0piheSjNQnqjSswQBAwCAZzmcoXv27FmxuCqvL7Z69WqxDhkvvdGrVy/65ptvKCAgQPKN5IVeV61aRXv27KFy5cqJ83jds0aNGtHo0aMpWzbrJcepU6emLFm8Z+XtsrnT09/dK0tyWzqNNgxbfOAq9axdwGPbIOUAMCahAADcPCJUqlQpypMnDx08eJDq1q1LX3/9NW3YsIEWLVpEb7zxBslhx44dYjpMHwSx6OhosbbZrl27UvzfOXPmiGVBeMSKF4x9/PixLNuoRlocjeBmYUPeLEJhqaUP2AEAQAMjQpwjxInRxipXrkwHDhyg3r17kxx49Clz5swm5/n7+1OGDBnEZdbwyFXu3LnFiNGhQ4fo888/p5MnT4qgzZrExERx0ktISJDoUQBIT4OxLACAZwMh8yBIL23atDRt2jSHbuuLL74wVJ+lNC3mLOMcouLFi1PWrFmpTp06YnovX758Fv9n5MiRNGLECNICL67iVs2irGpf7w0AQHOB0MyZM61exlVZ1gIlSz799FNRep+SvHnzihyfmzdvmpz//PlzUUnmSP5PhQoVxM8zZ85YDYR4+qxv374mI0I5c+Ykb6TFqTEl8PYAFABATV8KHQ6EOCnaWFJSksi7CQwMFInJjgRCmTJlEidbKlWqRPHx8bRv3z4qW7asOG/9+vX08uVLQ3BjD30jSB4ZsiYoKEicANQAMRUAgJuTpe/du2dy4l4+nHdTtWpVmjdvHskhKiqKGjRoIErhuV8Rl+336NGD2rRpY6gYu3r1KhUuXFhcznj666uvvhLB04ULF2jZsmXUoUMHql69Ojpge/nISrawYPGzbpEIUiJfDQwJYbARANRCkgWuChQoQN999x299957dOLECZIDV39x8MM5Plwt9vbbb9NPP/1kMjLFAZm+KoxHqNauXSsaP3L3a57e4v8ZPHiwLNvnLYcrbziALe1RlbafvU0Ni1kf+fOkHOlTiSAtJNCPgvz9PL05AACaJtlKn1zFde3aNZILV4jNnTvX6uWRkZGkM0p64cCHexyB97KW45QpbRA1K5WdlIpz6aZ0eN0KwhXeELgCAKgqEOIpJmMcfHDH5l9++YWqVKki5bYBAAAAKCsQat68ebJvt5zwXLt2bRozZoyU2wYANnh/thEAgMICIa7UAu+lpgOrBnKOAQA0wUdNq88DAAAAaGpEyLjBoC1jx451ZXsAwAugWScAeFUgxOuI2YPzhUA9WpTJQWuPm3bsBnVJHxLo6U0AAPD+ztK8ujx4n5zpU3t6E8BJc7tWoFGrTtI3bxXDcwgA4I4coXPnzpn06QH1U/uCn1oegKycL5yWfFyFimYLI6X7qllRT28CALhZx0q5vS8Q4u7Rt27dMvzdunVriouLk2u7AGxCXK4OmDIH0J5hTYrS+k9rUK1CttcTVU0gZD4atGLFCrF0BQAAAIAxX18fypspTbIvQjsH1CGlQfk8mFD3ZBkAACiJzmwQJct/i2KrMhDiqM48ssOQt2saF3+1KGidwpldvCUAAACQtbM0R3WdOnWioKAg8ffTp0+pW7duFBISYnK9RYsWObUhWjTqnRLUsHgWqlkIgZAztJwsraZEfLxOAOAVgVDHjh1N/n7vvffk2B5NCQnypzdLZPP0ZgB4bet8AADJAqHp06fbe1UAAAAAVUCyNAAAAGgWAiEAAADwqHSpPbdcEAIhUJ0q+TOKn+9VUE/nUgAAsGxax3IUliqAFJ8jBKAUMztXoFsPEhXZjwIAAF5LG2w7wCmfJwN5EgIhUB0/Xx8EQQAAKjC4cRRdjX9C71XMRUqFQAgAJId14ACAZQ4NpoXdK5OSIUcIAAAANAuBEAAAAGgWAiEQIjOmFj9L5kyHZwQAADQDOUIaZpzHsbZvDUp6oaNUgX6e3CQAAAC3QiAEr94Ifr7kjxgIAAA0BlNjAAAAoFkIhAAAAECzEAhpmI+Pp7cAvBX6CAGAWiAQAgAAAM1CIAQAAACahUAIAAAANAuBkIYhjwPcAbloAKBkCIQAAABAsxAIAQAAgMd4uoAZgRAASM7P19O7NgAA+yAQAgDJFYxIg2cVAFQBgRAASM4HGdIAYCej9b89AoEQAAAAaBYCIQAAANAsBEIaliltkKc3AQAAwKP8PXv34EnZ0qWiSe3LUmhwAF4IkE1EKAJuAFAujAhpXP2iWahSvoye3gzwQlM7lKNedQpQrUKZPb0pAKAgc7pUoCD/1+GHp5ttIBACAFlEF4mgPnULooIMAExUyR9O6/vVJKVAIAQAAACahUAIAAAANAuBEAAAAGgWAiEAAABwK+MEaXSWBgAAAE3RkXJgRAgAAAA8BuXzAAAAAB6CESEAAADQLARCAAAAoFkIhAAAAECzEAgBAACAZiEQAgAAAM1STSD0zTffUOXKlSl16tSULl06u/5Hp9PR0KFDKWvWrJQqVSqKjo6m06dPy76tAAAAkPLxWSlUEwg9e/aMWrZsSd27d7f7f0aNGkU//fQTTZw4kXbt2kUhISFUv359evr0qazbCgAAAPbx8fFsJyF/UokRI0aInzNmzLA72hw3bhwNHjyYmjVrJs6bOXMmRURE0JIlS6hNmzaybi8AAADYDn48PTqkmhEhR50/f55u3LghpsP0wsLCqEKFCrRjxw6r/5eYmEgJCQkmJwAAAPBOXhsIcRDEeATIGP+tv8ySkSNHioBJf8qZM6fs2woAAAAaDIS++OILMTyW0unEiRNu3aYBAwbQ/fv3DafLly+79f4BAABAIzlCn376KXXq1CnF6+TNm9ep286SJYv4GRcXJ6rG9PjvUqVKWf2/oKAgcQIAAADv59FAKFOmTOIkhzx58ohgaN26dYbAh/N9uHrMkcozAAAA8F6qyRG6dOkSxcbGip8vXrwQv/Pp4cOHhusULlyYFi9eLH7nabXevXvT119/TcuWLaPDhw9Thw4dKFu2bNS8eXMPPhIAAABt0ymoj5Bqyue5MeIff/xh+Lt06dLi54YNG6hmzZri95MnT4q8Hr3PPvuMHj16RB9++CHFx8dT1apVadWqVRQcHOyBRwAAAABK6yPko1NSWKZAPJ3G1WMcYIWGhnp6cwAAAFTvyr3HVPX7DeL3IyPqU5ogf48dv1UzNQYAAAAgNQRCAAAAoFkIhAAAAMCtsMQGAAAAgAJgRAgAAAA0C4EQAAAAuJWSCtYRCAEAAIBm+wghEAIAAADNQiAEAAAAmoVACAAAADQLgRAAAABoFgIhAAAA0CwEQgAAAOBWvh6uFDMm/XKvAAAAACnIGhZMtQplouAAP1lWnncEAiEAAABwe++g6e+/QUqAqTEAAADQLARCAAAAoFkIhAAAAECzEAgBAACAZiEQAgAAAM1CIAQAAACahUAIAAAANAuBEAAAAGgWAiEAAADQLARCAAAAoFkIhAAAAECzEAgBAACAZiEQAgAAAM1CIAQAAACa5e/pDVA6nU4nfiYkJHh6UwAAAMBO+uO2/jhuDQIhGx48eCB+5syZ097nHgAAABR0HA8LC7N6uY/OVqikcS9fvqRr165R2rRpycfHh5Qe/XLAdvnyZQoNDfX05sB/8LooF14bZcLrolwJKjrOcHjDQVC2bNnI19d6JhBGhGzgJy9HjhykJvzmVPobVIvwuigXXhtlwuuiXKEqOc6kNBKkh2RpAAAA0CwEQgAAAKBZCIS8SFBQEA0bNkz8BOXA66JceG2UCa+LcgV54XEGydIAAACgWRgRAgAAAM1CIAQAAACahUAIAAAANAuBkMJcvXqV3nvvPcqYMSOlSpWKihcvTnv37jVpEDV06FDKmjWruDw6OppOnz5tcht3796ldu3aiR4P6dKlow8++IAePnxocp1Dhw5RtWrVKDg4WDTHGjVqlNseoxpFRkaKhprmp48//lhc/vTpU/E7v25p0qSht99+m+Li4kxu49KlS9S4cWNKnTo1Zc6cmfr370/Pnz83uc7GjRupTJkyIhExf/78NGPGDLc+TrV58eIFDRkyhPLkySM+D/ny5aOvvvrKpKU+PjOew83sevfuTblz5xavT+XKlWnPnj14bdxo8+bN1KRJE9FUkPdZS5YsMblc58Zjyl9//UWFCxcW1+Fj24oVK0gRuLM0KMPdu3d1uXPn1nXq1Em3a9cu3blz53SrV6/WnTlzxnCd7777ThcWFqZbsmSJ7uDBg7qmTZvq8uTJo3vy5InhOg0aNNCVLFlSt3PnTt2WLVt0+fPn17377ruGy+/fv6+LiIjQtWvXTnfkyBHdvHnzdKlSpdJNmjTJ7Y9ZLW7evKm7fv264RQTE8NHWt2GDRvE5d26ddPlzJlTt27dOt3evXt1FStW1FWuXNnw/8+fP9cVK1ZMFx0drTtw4IBuxYoVuvDwcN2AAQMM1+HXO3Xq1Lq+ffvqjh07pvv55591fn5+ulWrVnnkMavBN998o8uYMaNu+fLluvPnz+v++usvXZo0aXTjx483XAefGc9p1aqVrkiRIrpNmzbpTp8+rRs2bJguNDRUd+XKFbw2bsL7mkGDBukWLVok9lmLFy82ufw7Nx1Ttm3bJvZno0aNEvu3wYMH6wICAnSHDx/WeRoCIQX5/PPPdVWrVrV6+cuXL3VZsmTR/fDDD4bz4uPjdUFBQeKNx/gNxm/2PXv2GK6zcuVKnY+Pj+7q1avi719//VWXPn16XWJiosl9FypUSKZH5n169eqly5cvn3hN+DXgDzQfhPWOHz8uXocdO3YYdka+vr66GzduGK7z22+/iYOC/nX47LPPdEWLFjW5n9atW+vq16/vtselNo0bN9Z17tzZ5LwWLVqIHTLDZ8ZzHj9+LA58HKQaK1OmjDgw47VxP/NAyJ2vQatWrcTn1ViFChV0H330kc7TMDWmIMuWLaNy5cpRy5YtxdRJ6dKlacqUKYbLz58/Tzdu3BBDl8btwytUqEA7duwQf/NPHrrk29Hj6/NSIbt27TJcp3r16hQYGGi4Tv369enkyZN07949Nz1a9Xr27BnNnj2bOnfuLIaa9+3bR0lJSSavCw//5sqVy+R14aHgiIgIk+ec1+05evSo4TrGt6G/jv42IDmealm3bh2dOnVK/H3w4EHaunUrNWzYUPyNz4zn8LQvT13yNIgxnn7h1wivjee58zXYoeD9GwIhBTl37hz99ttvVKBAAVq9ejV1796devbsSX/88Ye4nN+wzPhgqv9bfxn/5CDKmL+/P2XIkMHkOpZuw/g+wDqeY4+Pj6dOnToZnjPeAfDOIqXXxdZzbu06HCw9efIEL4kFX3zxBbVp00YEngEBAeLLA+ekcD4DPjOexQtVV6pUSeRs8cLVHBTxFwg+8F2/fh37MwVw5zHlhpXrKOGYg0VXFbbSPUfd3377rfibd+pHjhyhiRMnUseOHT29efCfadOmiREHTj4Ez1qwYAHNmTOH5s6dS0WLFqXY2FgRCPFrg8+M582aNUuMnGbPnp38/PxEIcC7774rRlEBlAIjQgrCWftFihQxOS8qKkpUG7EsWbKIn+bVSPy3/jL+efPmzWRD1Jz1b3wdS7dhfB9g2cWLF2nt2rXUpUsXw3n8nPF0GY8SpfS62HrOrV2HKzV4OgGS48o7/agQTz22b9+e+vTpQyNHjsRnRgG4im/Tpk2iwujy5cu0e/duMY2cN29e7M8UwJ3HlCxWrqOEYw4CIQWpUqWKmFM1xrkPXHrKuESY3zScE6HH0yY8T8tD0Ix/8gHZ+BvX+vXrxWgTz/vqr8MllbxD0ouJiaFChQpR+vTpZX+cajZ9+nQxTMxl8Hply5YV0zLGrwu/jhzAGr8uhw8fNtmh8HPOQY4++OXrGN+G/jr624DkHj9+LHIVjPHIA7/fGT4zyhASEiK+6HG+CE/7N2vWDK+NArjz81FJyfs3T2drw2u7d+/W+fv7i5JgLjWdM2eOKKeePXu2SaljunTpdEuXLtUdOnRI16xZM4uljqVLlxYl+Fu3btUVKFDApNSRqwK41LF9+/ai1HH+/PniflA+n7IXL17ocuXKJaohzHH5PF+2fv16UT5fqVIlcTIvn69Xr54uNjZWlMRnypTJYvl8//79RdXZhAkTUD5vQ8eOHXXZs2c3lM9ziTC3JeAKPHxmPI/f51xhxO/tNWvWiBJsrhR69uyZuBz7M/k9ePBAtOzgEx/yx44dK36/ePGiW1+Dbdu2iePb6NGjxf6NWymgfB4s+ueff8QBk8sXCxcurJs8ebLJ5VzuOGTIEPGm4+vUqVNHd/LkSZPr3LlzR7xJuZ8Kl2e///774sNgjPtFcKk+3wYfSPjDACnjnk68IzF/vhnvNP73v/+JElLeAbz11lui35CxCxcu6Bo2bCj6a/DB+tNPP9UlJSWZXIf7EpUqVUoXGBioy5s3r2769Ol4WVKQkJAgWhlwEBocHCyeMy7NNi7jxWfGc/7880/xmvD7mcu0P/74Y3HQxGvjPrxP4f2W+Ym/RLj787FgwQJdwYIFxfuBW4X8+++/OiXA6vMAAACgWcgRAgAAAM1CIAQAAACahUAIAAAANAuBEAAAAGgWAiEAAADQLARCAAAAoFkIhAAAAECzEAgBAACAZiEQAtAoHx8fWrJkCSlZzZo1xWry7jBkyBD68MMP3XJfajNx4kRq0qSJpzcDQBboLA3gRTp16kR//PGH+N3f358yZMhAJUqUoHfffVdcZrxA6Y0bN8SCiEFBQaRUvMI1L2ibNm1aWe+Hn4uCBQuKhXH1ixzr7dixg6pWrUoNGjSgf//9l9xt+PDhImCNjY0lT3n27JlYoHP+/PlUrVo1j20HgBwwIgTgZfiAff36dbpw4QKtXLmSatWqRb169aI333yTnj9/brgerzrtySCID662cCAndxDEpk6dSpUrV04WBLFp06bRJ598IlbXvnbtGimV8crfUgsMDKS2bdvSTz/9JNt9AHgKAiEAL8PBDQc52bNnpzJlytDAgQNp6dKlIiiaMWOGxakxDkp69OhBWbNmpeDgYBEQjBw50uS6v/32GzVs2JBSpUpFefPmpb///tvkfi9fvkytWrWidOnSiQCmWbNmIhjT4xGp5s2b0zfffEPZsmWjQoUKifN//fVXKlCggLjfiIgIeuedd6xOjd27d486dOggRrJSp04ttuf06dOGy/nx8f2vXr2aoqKiKE2aNIbAMCU80mFp6ufhw4f0559/Uvfu3alx48Ymzx/buHGjeG7WrVtH5cqVE9vEAdXJkydNrvf1119T5syZRVDXpUsX+uKLL6hUqVImt/PGG29QSEiI2P4qVarQxYsXxf2NGDGCDh48KO6HT/pt0L8mTZs2Ff/Hzyvj8/LlyyeCF36OZ82aZbIt/H+TJk0SgTFvLz9PPOp15swZ8XzzbfFjOHv2rMn/8fOzbNkyevLkSYrPJYDqeHrVVwCQDq8o3axZM4uXlSxZUtewYUPD3/zxX7x4sfj9hx9+0OXMmVO3efNm3YULF3RbtmzRzZ071+S6GTNm1E2ZMkWsTD148GCdn5+f7tixY+LyZ8+e6aKionSdO3fWHTp0SJzftm1bXaFChQwrwfO28erV7du31x05ckSc9uzZI26H74vvd//+/brx48cb7rdGjRpidXm9pk2bivvh7YyNjdXVr19flz9/fnH/bPr06bqAgABddHS0uO19+/aJ6/O2WMMra/v4+Oh27tyZ7LJp06bpypUrJ37/559/dPny5ROrdZuv7F2hQgXdxo0bdUePHtVVq1ZNV7lyZcN1Zs+erQsODtb9/vvv4rkbMWKEWMGbXw+WlJSkCwsL0/Xr10935swZ8dzNmDFDd/HiRd3jx491n376qVip+/r16+LE5+lfk8yZM4vbPXv2rLj+okWLxOOfMGGCuK8xY8aI53f9+vUmryWvDs4rw/N1mjdvrouMjNTVrl1bt2rVKnH/FStW1DVo0MDkuXj06JHO19dXPGYAb4JACEAjgVDr1q1FUGApEPrkk0/EgdD4IG+Mr9utWzeT8/jg3717d/H7rFmzRNBj/P8cAKVKlUq3evVqw7ZFREQYAiO2cOFCERQkJCRYvF/jQOjUqVNiO7Zt22a4/Pbt2+I+FixYYAiE+DocUOhxUMD3a82BAwfE/1y6dCnZZRzQjBs3zhCwhIeHmwQC+kBo7dq1hvP+/fdfcd6TJ08Mz9PHH39scrtVqlQxBEIciPH1OZCyZNiwYYbrGuP/6d27d7Lt7dq1q8l5LVu21DVq1Mjk/ziQ1duxY4c4j4M+vXnz5ongzVz69OlFkAbgTTA1BqARfAzkaRFLeNqKk3F5KqVnz560Zs2aZNepVKlSsr+PHz8ufuepG55a4akfno7iE0+PPX361GSKpXjx4mLKRq9u3bpiGo6n2tq3b09z5syhx48fW9xGvi9OAK9QoYLhvIwZM4pt1m8H4+kenhrS4+m+mzdvWn1e9FM9PDVnjKe3du/eLRLNGd9369atRc6QOU5IN74/pr9Pvh2e9jJm/Dc/T/z8169fX0w/jR8/3uZUnh5Pxxnj54Gn1Yzx38bPj/n28nSk/rUxPo9fu4SEBJP/42lRa68PgFohEALQCD4YcuWPJZxLdP78efrqq69EYMC5Psa5OrZwLk3ZsmVFMGV8OnXqlEiy1eP8E2McOO3fv5/mzZsnAoihQ4dSyZIlKT4+3unHyVVmxjj4ezUQYll4eLgh/8gYBzycXM75TBwE8YnzbxYuXEj379+3ep/6YPPly5d2b/P06dNFng7n5nBOElew7dy50+b/mT+f9rK0vfY8Bq7iy5Qpk1P3CaBUCIQANGD9+vWiNPztt9+2ep3Q0FAx4jFlyhRxMOYDPh/49MwPzPw3J9rqAylOWuaE4Pz585ucwsLCUtw2DjCio6Np1KhRdOjQIZFgzdtrju+LA5Ndu3YZzrtz544YcSlSpAg5i0eP+LEfO3bMcB7fz8yZM2nMmDEmgR2PfHFgxIGbvXjEas+ePSbnmf/NSpcuTQMGDKDt27dTsWLFaO7cueJ8HkF78eKFXffFz9G2bdtMzuO/XXl+9Hhkj0eJeDsBvIm/pzcAAKSVmJgo+uLwwTMuLo5WrVolKsC4SogrriwZO3asGJHhgxz3Gvrrr79E5RlXMOnxeTwVwz11eAqLp43000Tt2rWjH374QVSKffnll5QjRw5R9bRo0SL67LPPxN+WLF++nM6dO0fVq1cXlWArVqwQoxD6ijJjXFnGt9+1a1dR9cSjSVx9xdVxfL6z+PFyILZ161ZR1abfLh4h+uCDD5IFchxM8uPu1q2bXbfPpfe8zfzc6Ud8OODj6UDGI3GTJ08W1V8cZHFgx0Gl/rWKjIwU1+FAjJ9HftzW2h70799fjObx68iP6Z9//hGvwdq1a8lVW7ZsEdtsPO0I4A0wIgTgZTjw4aCGD6BcOr5hwwbR/4VL6P38/Cz+Dx9ceUSGD9bly5cXozIclBg3YOQybi4z5/wSHi3hURH9SAPn5XCfnVy5clGLFi3EyAQHETyCwKMt1nCgxQfq2rVri//hDsZ8u0WLFrU6hcRTcBzUcY4ST3nxdppPhzmKS9r5semngjjQ4UDC0mgWB0J79+4VwYw9OEjkkZ5+/foZpiA5J0ifk8TP3YkTJ8Tt8pQYd7f++OOP6aOPPjLcH7+O3A+Kp6VSGo3iQI5zjEaPHi2eQw4Y+TnjsnhX8f1yQAfgbdBZGgBs7yh8fGjx4sWGERNvwwEVJ2H36dPHkBwtJ04S5xE38x4/SnX06FERrHLOl62pTgC1wdQYAGgeB3o8PcV5VFLjKise6eKqMB6R45EVnqqKiYlRzfPOVWw8CoggCLwRRoQAgLQ+IiQnrsLjsvgDBw6IqULOfxo8eLCYQgQAz0MgBAAAAJqFZGkAAADQLARCAAAAoFkIhAAAAECzEAgBAACAZiEQAgAAAM1CIAQAAACahUAIAAAANAuBEAAAAGgWAiEAAAAgrfo/QnBln1gzjPMAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J021642.96+004005.7_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06164006-6407194_esdL6_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J141203.85+121609.9_sdL5_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J135058.85+081506.8_usdL3_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06453153-6646120_sdL8_Xshooter_VIS_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J151913.03-000030.0_sdL4_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06453153-6646120_sdL8_Xshooter_NIR_Primeval-IV_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J020858.62+020657.0_esdL3_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J020858.62+020657.0_esdL3_Xshooter_NIR_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J233227.03+123452.0_L6p+T4p_Xshooter_NIR_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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lYlS9RH66p1k5p+W44D0SaTgAAAAekvux8yBgREboa90KRbKFg7/Qcwh3x6WraZQYH0Vvz8kezRIdEU5XU7MKtItrdKhVKZbPyS18w+GL4iJzKinFcVuJGLEw4hSfzMGzVxyDgXPiZg4AACC0QGTJwgSiZPvTexs5pbP0MHIJ10qhxUZFUM2SCeL2ZY2ImVyPpMfwmVsdt9PtkaWYyHBHfZLC5ZR0iovOSvmleGBlAAAAILSBWAJewZ1qXPt0YMzNht5NLSu7pgEV0uxRny61s5zFb6xezMlQ8/L1bAsAZu62k3Rcx3JAJlOqP1IKvDmqpI4scXFTvF0sXU3L0PSrAgAAABSQhrMwgXIDUGqLOMWlR53Szq37T7Wv4ihCV6I+xRNixHWjcgUd0SXZuHLzkYvUc/w/Hm8XR4we/HY19WxYhlKlLjulmFshw2ZzvBcXgi/ZfZqmrjki6qbG39fY4/cDAAAQGlgqsrRs2TK69dZbqXTp0sI3aObMmYbLT58+nTp37kzFihWjhIQEatmyJc2bN89pmddee02sS77UrJnzjrFAEKj2dzkNV6+MsziqWyYrpaZw9MI1Khgf5bS9aek2JwNJTpnJdUTeCCWGA0TL95ylF37dLFkSZBdzK7C3kuLvxDw8eR3N33GKZm85QVckY0sAAABAnO+s9DFcuXKFGjRoQOPHj/dYXLFYmjNnDq1fv55uuukmIbY2btzotFydOnXoxIkTjsuKFSvICoTZq5YCZawoR7bUjtnq1BcbaCqiRUmRyYKGiYmMcFt0zfPuPEERPbwd6m3jqJM62qS1TwAAAIDl0nDdu3cXF08ZN26c0/23336bfv/9d/rjjz+oUaPsQuXIyEgqWbIkWRVOKwXaQVwd3VIXVXO3m8PbSBFL9hojRUQpokbPhVwWVFokxEZSkr3eSRFkvPyJS9ecluvduKyIIFYrnp/2nE72aF8BAACELpaKLOWWzMxMunz5MhUuXNjp8T179ojUXuXKlen++++nw4cPG64nJSWFkpKSnC6BQImCZKgiS51qFc+T9/9j8wnH7UvXnDvYlHEiCgM7VM12zbbPY0uziyKuFVIElVuxFOV6yLaqklVMruUvyam9H1Zl/z1ZINW1pwxfuTnL1VwGtd4AAABCWix98MEHlJycTHfffbfjsRYtWtDkyZNp7ty59MUXX9CBAweobdu2QlTpMWbMGEpMTHRcypVzNj0MdGTp7V7em0Xm1qTyphrOAi08PIwmPtRUeDF9cm8jqlwsv8s8NiUaFW0XUYqYumbvUCtkr3GSUdcfDe5UnUrbPZP4de7ElSKsmHoa8+M4WjZ2wX9U49W/HIXoAAAAQpuQEUs//fQTjR49mn755RcqXjz7xM5pvbvuuovq169PXbt2FfVNFy9eFMvpMWzYMLp06ZLjcuRIthN1QCJLqpBK8QKupo7+4OZ62anL8oXjXZ7vULME7R/Tg26zD8ZVxJAiQpSONUUAyQXjV1IzqEqx/C7rVDfgFSsQQ5H2B9Wfg1baTh4orBSUy1y4kkafLNoj6qb6T852GwcAABC6WKpmKadMnTqVHn30Ufr111+pU6dOhssWLFiQqlevTnv37tVdJiYmRlzMgpZIyAsuXs1OvSmt+EypRG2xpoii+75Z7dQxp6ThWPgocIpOqWmSURthsuDRszDgGil+7qdHWzje85E2lTS3WeHG95c4bq8+cF5zvQAAAEKLoBdLP//8Mz388MNCMPXo0cPt8pym27dvHz344INklW64QBV4y11mcvPbZ/dlF8/LKKJIYduxJKc0HAsb1j2skbiuSalpklFl4cQ26IklJarUqmpR2vVGN5Fik+fjuZhVquDaqYovzxajUZYPvUmkFgEAAIQelkrDsZDZtGmTuDBcX8S3lYJsTo/17dvXKfXG9z/88ENRm3Ty5Elx4dSZwgsvvEB///03HTx4kP7991+64447KCIigu69914yO0qQZfux7P3JS2rZx5OIbZGGr+ilAaN0xIZsFaAEk1LSMindXgiul0ZjOAWnLi5XkEUUR5FyOkj42MVrtHzv2Ry9FgAAgPWxlFhat26daPlX2v6HDBkibo8cOVLcZ48kuZPtq6++ovT0dHr66aepVKlSjsugQYMcyxw9elQIoxo1aojC7yJFitCqVauEkaUVOH8llR77fr3jfotKzp1+/qSklG5LiMsuxi6nUb+kZSegVSiu8MeW45r+UWq9xdqpeokCmuvVE1EyXz3YhIpL6T89+k1cQ3O2Znf/AQAACB0slYZr37694Rwv7mqTWbp0qdt1cnrOSqj3f8dxZ9uCHx9tkWfbwimwL+5vTNfTM6hmSW3BIqOX9tIyiGRTyf1nr7g8HqGKLHGkSXbj9pYudUqKy+r956jPV6sMl33qxw004pbaTnVPAAAAgh9LiSXg7APEhd2Pfb/O6WOJdFOH42u61yvluP3+nfWpSP5o3WWVrjXXx123WS+Vp07DccF3UZ3I0Lf9mpKntDAY/Cvzxp87IJYAACDEgFiyGLJr9r/7zpGZuKupsd+UnpCT03O1SyXQjhNJYsabFn9sPu50n/WXOqr19E1VqHmlItSuujVSqQAAAMwNxJLFCJBLgE/Qm8cmR5aUDrvle85oLnvuSqrL56GuWXqxq38HIe86mUQ1peJ2AAAAwY2lCryBc2TJakR5EFk6YK9TUjrk5Mwdz35Ts+HwBZ9t3/bRXXUFnczppBSfvScAAADzA7FkMSyslUTnnhayOaS6g+2ZDtUct5UhuTK+LLbOFxNJe966mXa83tVwOT1fJwAAAMEJxJLFsHJkSWskijxAV4uG5Qs6bnPU545GZZyeL5o/q7h7uMZQ3Jzizo9p7+lkn70XAAAA8wOxZDGsLJb0OtzkSM2gjtmRJCafJFwSYqNE674WA26sTH8NaitSaf5m1Kztfn8PAAAAQSKWUlJQu2GmAu8KRbQjN2YhNkr7cJO9k5pWLOT0XHx0BE3q34yqFc9PEx9qRoXz6VsT1CqVIFJpAAAAQMDE0l9//UX9+vWjypUrU1RUFMXHx1NCQgK1a9eO3nrrLTp+3LmtG/gePVPOcoXjaMrDzS35kcs2S2rPJRZLN9UoTguGtKMG5bJScvc0y7Io6Nuygt+3rU5p1643lCwBAEBo4ZFYmjFjBlWvXl0MpI2MjKSXXnqJpk+fTvPmzaNvvvlGiKWFCxcKEfXEE0/QmTPabd/Af5Gl5UM7UIUi+Uz9Ec/WGRcip+HUI1G0IkWv96xL/3uipW5KzpewlYFSJ3Vfi/LiunvdbCNOAAAAwY9HOYv33nuPPvroI+revTuFa7gt80w15tixY/Tpp5/SDz/8QIMHD/b91gLNmqVbG5S2xCdz4ap2Nxy7cOt1msVFR2gKmKYV/TsDr2XlIrRy/zkRvbq9YRl6+456NGPjMfFcaobrgF8AAAAhLpZWrlzp0crKlClD77zzTm63CXgplqIskhfSm+HmFFlS7Us+N51p/oLrpLjrjdNwYv5cdITDMDPV7gEFAAAgNEA1rMXQKlnSM3u0jFiSIkvq/QuUpxF7P9Utk+j0mGJYyUN+AQAAhA5eiaXMzEz6+++/afny5XTo0CG6evUqFStWjBo1akSdOnWicuWMZ4OB3JOmkQJS1/mYleE9atPdX7pGKcMlQSR3uxU1GMobyKjeukMXhGBC5x0AAIQGHoUkrl27Rm+++aYQQzfffLPoirt48SJFRETQ3r17adSoUVSpUiXx3KpVq/y/1SFMWobNspGlxpLBpB7lJOPK0gXjyEyUSMj2iXp15raAbgsAAACTRZa4E65ly5b09ddfU+fOnYVtgBqONP300090zz330PDhw2nAgAH+2N6QRyuy5Mk8MzMQGREuokVnk7ULvdWYba9aVSnqZGkAAAAgNPAoJDF//nz65ZdfRORISygxFSpUoGHDhtGePXuoQ4cOvt5OYEeruNgqkSVm3audqZ+H/khcWG02nuuU5TCOuiUAAAgdPDrL1qrl+dwtFlNVqlTJzTYBA7Ta1jliYyUiJPuJMgaptmIFsua+mYlz9qjYzE0wYAUAgFDB67MsF3nrPX748GFfbBMwID3DutYBCjHS2BP5tsLXfZtSm6pF6Y2edclsbDt+KdCbAAAAwKxiKSkpSZhP5suXj0qUKEEjR46kjIwMx/Ps2s1F3sC/ZGhYeEfZ/X+sQoy0vdEaUbHOtUvQD4+2oJKJ2oN3A8kLXWoEehMAAACY1TpgxIgRtHnzZvr+++9FJxx3x23YsEGMPYmOjjacWwb8a0qpNnI0O+xhpCWcrED1EgXENZdT8fFuxroqAAAAvsXjM9XMmTPpyy+/pDvvvJMeffRRWrdunYgm3XrrrZSSkiKWwYkjMGJJcZa2CueSs44XK2670gXHf4braXDyBgCAUMDjMxULI+54UyhatKgYnnv58mXRJccGlSAwabhIjXl9ZmbyvwctK5ZkA9A0nfo9AAAAwYXHZ6ry5cvTzp07nR4rUKCAsBVg08o77rjDH9sHVCRdT7esz5JC1zolDWuWzIwsTDM0iu0BAAAEHx6fqbp06UKTJk1yeTx//vw0b948io01XzFuMPLszxst7bPE9GlWzrKRJbk8LAM1egAAEBJ4XOA9evRoOn5c21uGI0wLFiwQBd8g77FajbEcnTl41lrpW67LY8HE2dBMjZQoAACAEBZLhQoVEhc9WDC1a9fOV9sFghg5bdiicmGyGiz22BwUkSUAAAgNPBZLMmvXrqUlS5bQ6dOnXUwqx44d66ttA7kwqjQzsuN4uNXCYrzNvPkZ1vvcAQAA5JFYevvtt+nVV1+lGjVqCHNK2S4A1gGBId1iXVmyL5QVxVKEfZu1bBwAAAAEH16LpY8//pgmTpxIDz30kH+2CHiN1c7ZckG6xfw0BeH2jdaycQAAABB8eN2KFB4eTq1bt/bP1oAcYbVTtuxVZEW9oUTGIJYAACA08FosDR48mMaPH++frQE5wmrpIDkNt+nIBbIaEYpYstjnDgAAII/ScC+88AL16NGDqlSpQrVr16aoqCin53lWHMhbrHbOlr2V8sXkqMcgoCh1VogsAQBAaOB1ZOnZZ58VnXDVq1enIkWKUGJiotPFnyxbtkzMoitdurQoJud5de5YunQpNW7cmGJiYqhq1ao0efJkl2U4UlaxYkVhrNmiRQtas2YNWQmLaSUqlRjnuB0nDdW1WmTMYnX1AAAAcojXP+u/++47+u2330R0Ka+5cuUKNWjQgB5++GHq1auX2+UPHDggtvOJJ56gH3/8kRYtWiSGAJcqVYq6du0qlpk2bRoNGTKEJkyYIITSuHHjxHO7d++m4sWLkyWwWmhJwoo1S0qBt9W6EAEAAOSRWCpcuLBIwQWC7t27i4unsACqVKkSffjhh+J+rVq1aMWKFfTRRx85xBL7Qg0YMID69+/veM3s2bNFx9/LL79MVsCCesOBzYJCT5lnlwafJQAACAm8TsO99tprNGrUKLp61fxjKlauXEmdOnVyeoxFEj/OpKam0vr1652W4W4/vq8so0VKSgolJSU5XUBoFKfL1gdpGYgsAQBAKOB1ZOmTTz6hffv2CUNKrvNRF3ibaT7cyZMnxXbK8H0WN9euXaMLFy5QRkaG5jK7du3SXe+YMWPErDyzYEG94cCKm64UqPPIEwAAAMGP12Lp9ttvp1Bn2LBhos5JgcVXuXLlArY9VkxlKRSMcxbbVmDrsUvieuGOU3RTDYvUtQEAAMg7scQpOKtQsmRJOnXqlNNjfD8hIYHi4uIoIiJCXLSW4dfqwZ11fAkkPeqVotlbT4jbVpRKo26tTTM3HqPXbqtDVuXH1YfprTvqBXozAAAAmK1miYforl692uVxfmzdunVkJlq2bCk64GQWLFggHmeio6OpSZMmTsvwYGC+ryxjVjYczjZztGJgqX/rSvT7wDZUMD460JsCAAAA+FYsPf3003TkyBGXx48dOyae8yfJycm0adMmcVGsAfj24cOHHemxvn37OpZny4D9+/fT0KFDRQ3S559/Tr/88otwIVfgdNrXX38tLBF27txJTz75pLAoULrjzIo8gNaKRdIAAABA0KbhduzYIUwe1TRq1Eg85084cnXTTTc57it1Q/369RNmkydOnHAIJ4ZtA9gGgMURDwAuW7YsffPNNw7bAKZPnz505swZGjlypCgIb9iwIc2dO9el6NuMtK1WlJbvOUu3NSgd6E0BAAAAghavxRLX6nBNT+XKlZ0eZ6ESGenf0RXt27c3LGbWcufm12zcuNFwvQMHDhQXKxEeTjTl4eaUkp5JsRZ0wQYAAACCNg3XpUsXke66dCmrI4i5ePEivfLKK9S5c2dfbx/QIYz/CwuDUAoAvRqVEdfd6+o3AQAAAAgevA4FffDBB3TjjTdShQoVROqN4bohTlt9//33/thGoIF94gYIAPXKJtL0jccoAn8EAAAICbwWS2XKlKEtW7aIWWubN28WLfhcDH3vvfe6GFQC/1GmUPYwWhAYB+90jDsBAICQIEdFRvny5aPHHnvM91sDPOaZDtXwaQWIqIissB7GnQAAQGjgdc0SCCzFC2SZYRaI9W8xPXAfWcK4EwAACA0glixGpr0ZEPUygQNpOAAACC0glizG2eQUF1NKkLcgDQcAAKEFxJKF2Hcm2XEbjViBQ4ksoWYJAABCA6/FEo86OXr0qOP+mjVr6LnnnqOvvvrK19sGVGw9mu1thciSGcQSxswAAEAo4LVYuu+++2jJkiXiNo8HYSNKFkzDhw+n119/3R/bCDSAWAockeiGAwCAkMJrsbRt2zZq3ry5uM1DaevWrUv//vuv8F3SGjcC/AMKvANHNNJwAAAQUngtltLS0sR8OGbhwoV02223ids1a9YU8+GA/8iU5uIpqSCQ90QiDQcAACGF12fcOnXq0IQJE2j58uW0YMEC6tatm3j8+PHjVKRIEX9sI7AjO0bHRWN4bqCItFfXp2dmBmwbAAAAmFgsvfvuu/Tll19S+/btxYiTBg0aiMdnzZrlSM8B/5AmnZyV9nUQuJqlDMX0CgAAQFDjtQ00i6SzZ89SUlISFSpUyPE4jz+Jj4/39fYBnchSZDjScIFC+ezRDQcAAKFBjmZmREREOAklpmLFir7aJqCD7OuDyFLgUD77dOnvAQAAIHhBeMJCpEtpnzA4eAe8E1H+ewAAAAheIJYsRMG4qEBvApBnw0EsAQBASACxZCEqF8sf6E0AUjccF3jbJDsHAAAAwQnEkkVnw4HA+ywxqahbAgCAHLHzRBLN2HjUEj86c1TgvXbtWjHy5PTp05Sp8poZO3asr7YNqBg2fSs+ExOQT/K4Op2UQuUKowsUAAC8pfvHy8V1vuhI6lKnJAWVWHr77bfp1VdfpRo1alCJEiWcCo1RdAxCAY4scUccWwfIHYoAAAC857cNR4NPLH388cc0ceJEeuihh/yzRQBYgITYKDp3JRVF3gAAkEtOXLpOQVezFB4eTq1bt/bP1gBgMRfv1HRElgAAwFvkOqUtRy9R0ImlwYMH0/jx4/2zNQBYhFNJKeL64tW0QG8KAABYDpv5a7pzl4Z74YUXqEePHlSlShWqXbs2RUU5e/9Mnz7dl9sHgKkZ89dOml2tbaA3AwAALIWNglwsPfvss6IT7qabbqIiRYqgqBuENNuPJwV6EwAAwHLYLBZa8losfffdd/Tbb7+J6BIAoc5NNYoFehMAAMBy2MhaeF2zVLhwYZGCAyCU6dWojLiuV7ZgoDcFAAAsR6bFIktei6XXXnuNRo0aRVevXvXPFgG3xEbBeD3QFC0QI66PnMe/AwAA8BaLaSXv03CffPIJ7du3TxhSVqxY0aXAe8OGDb7cPiBRuVg+2n/mCk15uAU+lwCjWAakpGcEelMAAMDSFM4XTUEnlm6//Xb/bAlwj8WUeDATGxXhdA0AAMBzgj6yxCk4EFikCTMgQBS3p+FgSgkAALmrWbLCKS3HxS/r16+nH374QVw2btxIeQUbYnL6LzY2llq0aEFr1qzRXbZ9+/bC2kB9kTv5eGyL+vlu3brl0d4AqxIdmfVPB2IJAAC8Rw4s2YIxsnT69Gm65557aOnSpVSwYFYn0MWLF4Xv0tSpU6lYMf+1Uk+bNo2GDBlCEyZMEEJp3Lhx1LVrV9q9ezcVL17cZXk2yExNTXXcP3fuHDVo0IDuuusup+VYHE2aNMlxPyYmK2oAgB4xdrF0JTUdHxIAAAS5z5LXkaVnnnmGLl++TNu3b6fz58+Ly7Zt2ygpKUkYVvqTsWPH0oABA6h///7CPZxFU3x8vBjsq2dzULJkScdlwYIFYnm1WGJxJC9XqFAhMiPWOrSCm6iIrH86m4+Yf6YRAACYDRtRcIuluXPn0ueff061atVyPMbChdNjf/31F/kLjhBx6q9Tp05OQ335/sqVKz1ax7fffiuiYvny5XN6nKNkHJmqUaMGPfnkkyICZURKSooQh/IlL7FCfjdUSM3IpH1nkgO9GQAAYClstiAXS5mZmS52AQw/xs/5i7Nnz1JGRoawLJDh+ydPnnT7eq5t4gjYo48+6pKCmzJlCi1atIjeffdd+vvvv6l79+7ivfQYM2YMJSYmOi7lypXLxZ4BK1I8IbvAu+OHf1N6hv+OfQAACDZsFlNLXoulDh060KBBg+j48eOOx44dO0aDBw+mjh07klnhqFK9evWoefPmTo9zpOm2224Tz7Etwp9//klr164V0SY9hg0bRpcuXXJcjhw5kgd7YL2DKxRqlhTOJKcEbFsAAMBq2Cx2OvNaLH322Wci7cQdaTz2hC+VKlUSj3366af+c0wuWpQiIiLo1KlTTo/zfa4zMuLKlSui+PyRRx5x+z6VK1cW77V3717dZbjGKSEhwemSl8A6IPDERDr7K9371aqAbQsAAFi6G85mC75uOE45sUv3woULadeuXeIxrl+Sa4n8QXR0NDVp0kSkyxRjTE778f2BAwcavvbXX38VdUYPPPCA2/c5evSoqFkqVaqUz7YdBK91gMLBc1cpI9NGEeGoKAMAAHdYQSDlWCylpaVRXFwcbdq0iTp37iwueQnbBvTr14+aNm0q0mlsHcBRI+6OY/r27UtlypQRNUXqFBwLrCJFijg9npycTKNHj6bevXuL6BSPcRk6dChVrVpVWBKYDWsdWqGVhmNu/XQFzRnUNiDbAwAAViLTZq1zm1diiYu4y5cvb1j87E/69OlDZ86coZEjR4qi7oYNG4ruPKXo+/Dhw6JDToY9mFasWEHz5893WR+n9bZs2ULfffed8IoqXbo0denShd544w2Tey0hemG2yBKz40TedkUacfFqKhWMN/+8JQBAaGKTJJIVgkxep+GGDx9Or7zyCn3//ffCxyiv4ZSbXtpNqyib7QD0wn0cJZs3b57PtxGEXs2Swofzd9OQztWFE3ygmLnxGD03bRO91K0mPdm+SsC2AwAAdLFpjz4JGrHEBd5c/MxRmAoVKrh4FnE9EwChmIZjPl28l1pWLkKtqhalQPHWnJ3i+t25uyCWAACmxKZ7J0jEUs+ePQP6qzmUsYD4Duk0nMK5K9kjdgJB0rW0gL4/AAC4Q44mWeHU5rVYeu211/yzJcBjoFUDT6TU9Va1eH7ae9o8Lt4p6TDIBABY58d/pgUiAV77LLEPkdY4EC6Q5ucACAXk6GpsVLhpxezyPWcCvQkAAODGZ4mCTywdPHhQsxuOfYzYowjkTfcAMA8F48zVdZYvOrv4/MFv1wR0WwAAQAu58coK5zaP03CzZs1y3OYOMp6JpsDiic0h2ckb+B8TBS5CmsGdqtO245eoRaXCtGLvWcfjYQH+C7WtVozmbnc/L9Edu04m0Y+rDtNznapRkfxmttIAAFg7DUfBI5YU12xOP7AxpNp/iceffPjhh77fQgBMyqBO1cT1d/8eNFUaTp0WzCndxi0X1+evptL4+xr7ZJ0AAOCSegsmscSjRRiOHvGgWZ6fBgAgyosJJwfPXqHRf2ynp26qSs0qGvubpfv4Z9rinad9uj4AALDJppQWUEte/wQ9cOCAi1Di4m7gf6xQBBeK5IWVxsCfN9CS3Wforgkr3S7LM+r0agSOX7zm9UymyIjs/av48mxxOXHpmlfrAAAAK6fhvBZL7777Lk2bNs1x/6677hJO3jyTbfPmzb7ePqBxcIUHOs8DDPHHX+f4xeseL6sXWXp/3m5q9c5iqjliru5rWQSxGFq445TjscvX04U1wvbjlxyPtRyz2OPtAQAA4244W/CJpQkTJlC5cuXE7QULFtDChQvFfLbu3bvTiy++6I9tBKoDClrJXKRlZJpGgCVdT6MFktBhMu3i6fOl+9z6MCki6NEp65wef2v2DrqeFpiZkACA4CNTEkhWiCx5bUrJA2wVsfTnn3/S3XffLYbPcoF3ixYt/LGNwI7NJN1WwJkWlYr49SM5cznFY1fwN/7Y4fJYWmYmxYQ7z7I7fO4qlS8S7/RYj0+yCrq1ECnApln/7hVOXrpOJRNjPdouAACQsUAwKXeRpUKFCtGRI0fEbY4oderUyRH10PJfAr5X4ogsmYvapROc7uf073P5uvaYkmZvLfTo9ddSM+jX9a5eZ+evpNKbfzqLqCkrnTv4mO3Hk3TX3a56MbqkGqPy3LSNHm0XAAC44qyWzJ6K81os9erVi+677z7q3LmzcPLm9BuzceNGqlq1qj+2EdhRjiWIJfNRqajzQGlv+WXtEar32nz6XkPEeMrwGVs1H+/z5Sr6ZsUBp8caVyjk1br//u8MDZvuvP59Z65oLsvibPaWE5SKsSsAAB3U2sjsqTivxdJHH31EAwcOpNq1a4uapfz584vHT5w4QU899ZQ/thHYQRrOGvYB13JQ2/PqzG3iesTv212eyx/jnC1XIjzc9bZ6/zm6mpou7k/feExz3YfPX/VLnZXeOhq/sYCe/mkDIk8AAF3U2sjskSWva5bYgPKFF15weXzw4MG+2iagAyJL5kXuUIwM994UMtVAvKitANhzqUG5gvTtiv309pxdIkX23cPNvXq/3zcdp/KF46lRee8iTDJpbiJHc7bm3kUcABCcZKrEkXzv13VH6MX/baHRt9Whfq0qkiXFkjz2RO01ExsbK1JxGHviHxTlDesA87HndLLjts3PXypREVli7NPFex0pMi0KxkfRxavadVCLd50Wlx8eaUFtquXMYDYtw3VP1b8OuRMvPC9cOwEAFk/D2Ry3WSgxo2Ztt65Y4rEnLIzUX4rKY3zdpk0bmjlzpigGB35Iw+HcY2p8HU5Wry4lPcPhf6QwbHrWl4tCv5YVaLYHkZ0Hvl1NzSoWohG31PZJNGy4PZ2ocD09g+Kjvf6aAQAEOTbV95ot2GqWuE6pWbNm4vrSpUviwrfZNoCtBJYtWyYKv7VSdcBHPkv4IE2NnoO2ryJLWoXTP6/J6lBV+G7lIYqSnLeNWHvwAt322T852rYLKkuDn1YfdrqfkuZ/DyoAgPWwWWDESa7E0qBBg2js2LHUsWNHKlCggLjw7ffff1+YUrZu3ZrGjRsnBBTwLco5OC/Ga4Cc4+uujgyVWDIylVR4tkNVioty9lbKCQVijaNCHy/aY/j88Jlb6ZmfNzpF2xSTTObA2St0/zerNK0MAAChmYYLCrG0b98+Skhw9pVh+LH9+/eL29WqVaOzZ8/6ZguBAzh4WwNf/qPnv7l6dZ605D/QsgLtP6vd2u+OFpWyB/WOvbuhy/NF88c4bk/+96DbIu8/Nh+nDYcviPsbD1+gyq/MocHTNon7E1ccoH/2nqORGl2AAIDQwWZureS9WGrSpImIIJ05k11UyreHDh0q0nPMnj17HC7fwB/WASCUv0CW79Eu6JaJiXCNKvWoX4o+vsdV/KhJiIty3C5eIIY+vbeR0/OLX2in+br35u7SXee9X68W149/v15cz9h4TAjBs8kpbrcHABACNUsUZGLp22+/pQMHDlDZsmVF5xtf+PbBgwfpm2++EcskJyfTq6++6o/tDWmyrQMgl8zM0P9toV/WOdcQGXE66bpXUSquR3JXRB4VGeYSDRp/X2Nq7IFVgOzrxJ13tzYo7bi/eVQXSojNFlOK79MPqw45Zs9p0alWcUrPyKTTl7PF0fFLng8HBgAEd81SpslDS163qdSoUYN27NhB8+fPp//++8/xGDt6h9v9ZbhjDvjTOgCfrhUE092qWWp6XJDa+9VF2ep6JYVTScYRmWi7vYCCEsEpVzie+rasQFNWHvJILEVHZq1nw4jOYpBuohR1Umgwej65I190JD383TqX8S5aul/pqgUAhF43XKpJnf9z1NPLoqhbt27iAvIOOHgHJ7ITNnsXcQQm0i529H5ssXAxgl/foGwibT56yeW513vWFReFii/Pdtw++E4Pem1Wdv1QjF0sFc4XTblh/o5TLrPl+EsxU/peHPq/zWJUysKdp2n+4BupeokCuXpPAICFsJGYRtDu/aUUNGJp0aJF4nL69GnKlL/tuGBz4kRfbRtQAQdva7H5yEXhtK3HX1tP0LiFe6hF5eyCauZ6eiblt4slvdC0XsRJ5pcnWlKNV+d6vd3/7D3rEllSM/GhpvTwZOdIkUzFIvF08Fz2mBUWSg3LFaRNRy46dfWt3H8ue3vXZQ8B7vLRMiHcAADBiU11n7/r/tl7ns5IqXpL1yyNHj2aunTpIsQSd7xduHDB6QL8h9lzuqHMlw82cXnsrdk7DV/zyeK9tPvUZZeUmBw10rMhWH/I/b+1mMgIYSHAVPZi0K/sRq5O5yl0qFnCcB3fP9KCht9ci5pLnXU1SxZw8WBSR5usNCsKAJBz1P++bQY/ziwZWZowYQJNnjyZHnzwQf9sEdBFObQwPsJ8dK1TkjrWLE6Ldp12PHb80jXD10TqFJ9dS5XFkk23JoqJjQqn6wbGjwM7VKOqJQpQqypFdJcpEBNJl1PSc+SzpAfXRg24sTK1rFKEbvl0hXjsqrRfTGqGcSqRO+Z6NS6bo/cHAJgbm8V+HHkt41JTU6lVq1b+2RpgjNINh8/JlESoxA+Hk42+APTqgOQaJtnAccHgG12WNRJKZP+ldluD0k7eSO6oVjy/47ZSO6XFsx2ruRVYcufcNVWdlTt37xV74NUGQOiYUpKpBZPXYunRRx+ln376yT9bAwxRogxoFLKGWOKaHL1Btoze10K6JJDkNByn1YxoWVk/euQNvw9sTTVKFKDP729suNyQztVp3aud6MCYm+mp9lWoZEIsPdepGs15tq1jmQipu+/QOWeTzNUHzhuun1N0nJKUI20yP64+BOdvDzhy/qqoQzPziQiEIjbVPe3j0yzHrdcx9uvXr9NXX31FCxcupPr161NUlHMrMY9CAf4B3XDmRis9euLSdSqkE0HS+xJwiixJy0TqzHob16ehKJzmYbgfL/yPOtU2ridSwwXm3IFWxL6dPPh2nkYUSwslYjW0W01xUZORkb39/53KroVi3BlSJl1Po5ojsgrUR91am/q3ruR4jgXU8BnbHCnQEgmxHm1vKHLXhJV0Muk6TXigCXWrWzLQmwOANjbtUU48a1Pvu8/UYmnLli3UsGGWC/C2bc4TxoF/gc+SudGqQTqZdI1ql3YdDyTDhc8F46No1f7zDvsAtVjiVasjV0oq7/ZGZcSFGdKlhtfb/f6dDcTYkt5+qA+KiXINXpcvHE+Hz1+llfuyO+H0BvwqjP5jh5h1171uKZq3/SQN/S2rZotJupYGsWQACyXm6+X7IZaAqdNw55KdB3Mrj5sBr8XSkiVL/LMlwC2OYybwIhtoEKGRHz1+0b1L9ePtKtMdjcpS+/eXiHZ79llSUJw5wsPCxEWNN11uenDka3Dn6uQPtCI+CXFZXzvnrrh+MRrx8vStNOmfg6KDUObv/85QNXgyuWXL0WzbBgBMV+BNNoevmxm7wMN9FfH466+/6M477yR/M378eKpYsSLFxsZSixYtaM2aNbrLctceOwHLF36dettHjhxJpUqVori4OOrUqZOYbWdqnyWoJcuk4U4ajPRQ/z2VYmrNyFJ4mGbkysyttgpNKziPWOlQo7jh8qUS9VNqaqHEvDl7J20/7mq+aRV2nUyiF3/dTMcuGndP5paC8bkzFgXA3w7e/2n8+w4KscQz4kaMGEHly5enO+64Q9Qz+ZNp06bRkCFDaNSoUbRhwwZq0KABde3aVZhj6pGQkEAnTpxwXA4dcva0ee+99+iTTz4RlgirV6+mfPnyiXX6e1+8Ra5vQYG3OYnUqVnSQyloVP6eyuvTJaNXOQ2nJcZy2tqfl/RrVdHpfv2y+kadzBcPuHpWuePjheb8geMJL/22lX5df5Rav7PYI/+snGLWMRIgNLGpRBB/1325bL9mzZIlxVJKSgr9+OOP1KFDBzET7u233xYChgXLn3/+Sf6Ei8cHDBhA/fv3p9q1awuBEx8fb+gaztGkkiVLOi4lSpRw+mONGzdODP3t2bOnKFifMmUKHT9+nGbOnElmQj6utNIxIPDIYkZpv+eaJT3UP5h4aK26wFtZhv/mWmKM63jMjvpwrVYi25qA+eGRFo7bCbGRjkJzBU9mIfI4FcsiHQhfLN3r41XbPB6RA0AgseloItWQEPOLpfXr19NTTz0lBAcLDB6We+TIETEnjiMxHMHxJ+zvxNvAaTIFfm++v3LlSt3XJScnU4UKFahcuXJCEG3fvt0pMnby5EmndSYmJor0ntE6WTAmJSU5XfyNHIqEVDJ/zVLZQnHuI0tKGs7+OmWIrpyGU35VsVjSKvBWBJaZKaRK/6jTQRWKxDvtj7puoWfDrOJ1X7TQ7z7pGuYPNFWLZzubH5JGxPj6BKTVaQRAoLB5uNybs3eQGfD4m5YFRExMDK1atYrWrl1Lzz77rFOUxt/waJWMjAyX9+T7LHi04MgXR51+//13+uGHH8QcOzbUPHo0awaV8jpv1smMGTNGiCrlwkLM31y+nm7YYQQCjyxmytjFEtcs6VkEONJw9vtKzVK6TjecVkQxygI1S2r38MS4KOrTNPvfTEJclHA/V1J2agFYPCGGvu3X1PA96pVJdLsdfb5cSV3HLaO90jgXMyD/EJKjir5et5lSGgDYXLrhtI9NTlGbAY+/aTt27Ejffvstvf766zR37lzTGEUZ0bJlS+rbt6+wOmjXrh1Nnz6dihUrRl9++WWu1jts2DC6dOmS48IRNn8zc9Mxx+1YN+aEIPBiqXTBOMeIjyRJ6Bqn4bRqlsi4wNsCkSUlcibPh+tRv5TjsfwxkTT+/sb06xMt6embqroUrR89f4061ipBj91YWfc9th4zLvDmFNRxe5Rv/SFjM8y8RhYwvtYy6vWhbgmYBZvalNLkksLjb9p58+aJFBZHa5588knRPTZo0CCXL0N/UbRoUYqIiKBTp5xrE/g+pwY9gQ00GzVqRHv3ZtUFKK/zdp0cYeO0o3zxN+wzo4CSJfOLpXzRkVQoPsptR5z891QiKvIJLdtbK0wIpvtalNcUWGbnzdvrUrECMfTpvY1chury5xYbFUHNKhYWt/VSi7EaUbR21Ys5bp+2+wlpwQ7WCpuPmqtzTv57+7Lz51xyisv6ZCEOQECxGd41HV79LOV0E7fZc63P999/T2fOnKHIyEhRC/TKK6+IDjV/ER0dTU2aNKFFixY5HuO0Gt/nCJIncBpv69atQugxlSpVEqJIXifXH3FXnKfrDAR5IU6B98hpMtZNJROVuqVrHjmyR4bb03BSOCDDfrJLtg+6faBFBad1+Dhr4zceuKECrR3eyeGHVDwhln55vCX9+Uwbl2X1BODpy86O3zdULkxfPpjdOcdGl3o88/NGx+2fVh8mM6H8jRlfaaW5205SkzcX0sjfnY2D5RQvAGYiw+RCPscx/M6dO4sZcdw59swzzwifpWbNmpE/4a67r7/+mr777jvauXOniHBduXJFdMcxnHLjFJkCpwznz59P+/fvF0LugQceENYBPN9OER3PPfccvfnmmzRr1iwhpHgdpUuXFgXsAHiDnCbjKJDiF6Rb5O0o8Fal4SQFNG/bKafog9r2f9bm7PSs1WheqTDV1ag1Uv8YKFs4S3TO2Oi8r0+2ryoiUiyamDsnrKQv/96n+V6cDjUr8rBkX0WW3pu7S1z/ss653kMW4gDkBU3fXEgVX55NKekZLuOMZIzmaJqBXJu0FCpUSIglvvgzssT06dNHRLM4usUF2FyLxPVTSoH24cOHRYecwoULF4TVAC/L28mRqX///VfYDigMHTpUCK7HHnuMLl68SG3atBHrVJtXAuCNdQB3xpV0I5b0Crzlbrg/thx3eo26bumsxniAYGPgTVXFtbobMH9MVu2eMiaGGfPXLsofG0k7TyTRPc3KCzG2eJerrcCFK6m6M/sCGVnylVhiEan5XhBLIA/ZeSLJMQNy6e4zYo6j7MgvIx+aw2+uRW/N2UmWE0ssQth40h2NG2dNKT927BiVKeObdl81AwcOFBctli5d6nT/o48+Ehcj+FcsR6D4AoCvrANEZMk+6uOkXhpOJ7Lk7LPkfPJUUnWhRIHYrNqvPs3KiXEn7tLRyoDdH1Ydps2jutDDk9e5LPPi/zbTN/38GwkPZIF30QIxRCdcH/d1tx0ARsjRoqup6YaRJLMbL3v0zcvptccff1xYBujBXWGcIqtbty799ttvvtxGACyBnCLzLLLkTJRGzZI6mhKhSsO90MU/M93MyLDutahZxazRKfyx1CrpvrGiwej5mo8v3Knv+p/XyNEkX3UZNyirbaWAyBLwB+sPnac7v/iXtqqaJ+Tj2Z2ZsvxDQavz1xKRpR07dtBbb70l6pQ4PcXpLK7r4duc6uLnuVOOI0s8PuTmm2/2/5YDYDLkL4NraRlUsUg+w2647C8SZTaca2SpV+Oy9M5fWfUnTJTqS+TxdlUomJG7/9hS4NcnWokTPnd1xdgtNHa/2Y1qvDqXrIo/IktaA0kZ1CwBf9D7iywT5/u+WUVbX+uao+NZthLQMuC1RGSpSJEiYtQIz1b77LPPqFq1asIkUhk4e//99wt3bXa9hlACoYrc8V6paD4qVTA2R9YBcsdScU6nENGN9hZ59ZeIFRy8c8LIW2qLfeZrNfwZKEKJ4du3SL5NVkNuAvJVzZLeSQqRJZBX5snqejyvRnqZUCx5VeAdFxdHd955p7iAvKVc4Tg6ct6/U8lB7oiQ6ok4jFzSXrN0OSWdLl9Pc9TeKDjHlbRrlhymlMqw3SAVR2oeblNJXDxlXJ+G9OcWjSIdFRydUjoLuQuNv5S5CLX3F//S2LsbULe6eS+6ZIEkd8blBj1RhJolkJdkenE8y/8OzCjqQ+ObNwhoXaVoyNWoWA25nIhTavliIsVgWOaUhmGiejacVjec8mWjpPjMmMs3A56IyML5omly/+yi7kn/HhRGlt0/Xi6sBZ74wb/dvJ51w/lmnXq1T2Y8CYHgJUM63tz5A8q1nXppZEtbB4C8BYaU5kVOkSlda6US4yjp+mXxRSAPTNWMLIVrjTtRiSWLOHabkXwxEU4z5N74cwf9Kzl7m+HXt68KvPXSH6hZAnlJhhcD4D9ZlFXWwySoovBmwHzyDWhi9rk5QOWzZL/t6Ii7qFG3pLYF0IosqdNwIWgd4Cl6dUtv31FPfH7s3aJOhapnygVi5qU/Ikt665ENTwHwN7Yc1iyZsdzAfFsEgEWRU2RK4bWRi7cjshTmLLAyDCJLyMLp83averoddTte76ZZj6QeoXIlNYOW/XeG3p+3K8+ERYY/Crx11BLScCAvKSD9OOGRQ0Y1TLKwMuPMS4/FErtmc8cbMMeEZmA+tkgeI0q6TIksnUy65rEppdwN5xikG56dhq1QJN5fu2BpOHT/9E1VqE3VrPo+PUfrx2+s7LitiFkFNhDtO3ENjV+yj/7adpLyPA3no3UmqbqSFJCGA3lJQfswcYX7v1mtu6yso7gRw7I1S0ePHqXu3buLgba33nor3XbbbdSxY0dxH+QdZnQ2Ba5RCiXKZBxZsmkO0k2TB+nab8u1ajgE9Hmxa01xvenIRRq38D+RejP6O1246jwuZt+ZK47bvI5bG5TO40G6vpFL56+kaL8XCrxBHmJTHc4r95/TXVaOqpqx3MDjLZo4caKYsfbzzz9TgQIFxADaokWLUu/evWnKlCl0/nz2fCbge1CzZK00nJJzL5kY595ryWELoJWGcx2lckPlIuK6aP4sDybgSsNyBWly/+ZUrYRzUT1TzO5dxVxPy/qs4+yRp3lSNEnxuMpT6wAfhZbio7V/B8M6AOQlmd7ULJG58Uq+8ZDatm3bCpfu3bt30+rVq6lFixb05ZdfCkfvG2+8kT744AMxGw74ByUKAcyHXJQY5UlkSUnDqX5NHb94nc7Yox/ZNUvZrxtxS20a2q0G/e+Jln7ak+DmCQ3Xc3ZcZ6ZvzP7u2i9FmfIqDeermiX1hHcFRJZAXpLpjYO3HyKsviRXsa5atWrR0KFD6Z9//qEjR45Qv379aPny5SL6BHyL+Q4doEYWNBEqsXTpWprLIEn194ESWeL0T7O3FtJv6486lpFHqbB/01Ptq1LFolnjVIB3FFLVUegxbd2RPPlondNwvlmnYrzZt2UFGtA229wTNUsgL8nUOKArvjyb6o6ap7Gs9m2z4LPEYLFixeiRRx6h33//nV544QVfrRaoQM2StaJM3A2SPyZSMxWX3Q0XptkB8uPqQ44vG/hr+Q6tz3KMTiddXo878dWvamVQMKcjh/eo7Sh6lz28APA3Np1DOTnFtQHh/JXU4I0sgbzDhMcOMPIJkcJMjo44tVhShJDGuBQmNSPTEXWAZYD/eLxdZapZ0rW2Ka9Qp8Z88aua3coZZYZepEanJQBmNVnNNOFhCrFkMVCxZF4UUaRuVTeqWzKKFqal2xwCzIxTuIOF66kZIrWpxa2frqAenyz32cw2T9y2fVG3pKyjhl0EKuIdNUvA15xReZX1+HSF49+LGUVPToFYsgjwWTI/iXHZtTCyuFEG6p64dE2nwDtr2RaVClP5wvFUIiHG0bmkfOkgDedb5OJ4juDFR2eLW7XD9/bjSbT/rP+KvdVCzBdR5Ax7BEkRScrxKNtSAOB83NmEIata/Lhj3UHnTngeTH3CPgszp8L/hsqFTffHgViyGKhZMi960R9PI0slEmJp2dCb6IsHmoj7aZmZLuNOgG9oWrGwk9u6egyKGl91qXmybl+8l1LIrRyTSg1dRgDGnVy+nkbnkr07AYO8Z972k8KQtfNHf3v1ugiDL6ecHMtsSGnGcSdeD9KdNWuW5uP8yzc2NpaqVq1KlSpld18AH4EfhKZH7ytDz2tJL1oYbf+i4I4m9bgT4DtG3Vqbfl5zmJ6+qSolxBp/FabY/Zi8Yf2hCzRxxQF6uXtNiokKFx5OtzUoQ4mqbrwMf0SW7OtUapWUCFMguuHqvTZfXG95rYspB6SCLOZvPyWuL15N85lYsuXgcDPrN53XYun2228XwkhduKU8xtdt2rShmTNnUqFChXy5rQCYGj1BoxdZUvssKSgpoSspGZo+S8A39G9dSVw84dmpG+nz+xuLESg8Hf2dXvXojsZlqMarc6lIvmha92onl1Tp879sooPnrorIIYsXfu3e08k0umddp+XU+sUXKXeOSsonsuy5g4H71bXvdDI1Ko9zglnJaUQzQuPLKSw3Ysmk33Vex7oWLFhAzZo1E9eXLl0SF77N5pR//vknLVu2jM6dOwf7AB/jaDM3re4GLatkOWuryZ4Pp20doP6TFskX42iv/XTxXqdWcOA/Fj/fjno2LE07Xu/q8tyBs1eo+8fLhVBiXp6+le77OmvO1bkrqbT71GWX17BQYv7dd84xZ+6H1Yf93g3HNVDKSSrK3mGpXMNnCeiR00bJCB+n4cx6jvM6sjRo0CD66quvqFWrVo7HeEYcp+Aee+wx2r59O40bN44efvhhX28rAKambplEmjWwNZWyp90UStvvs4/I9bQMR6dctnWA85dDQlykSJvIJ7ZjF10H8QLfUrlYfvr4nkZepdkUrmj4xmiJobA86IaTj5sIexouIkDWAfJ4FcUoE5iTM5cNRjLlUCxdTdV2krciXkeW9u3bRwkJCS6P82P79+8Xt6tVq0Znz571zRYC5xOrOUU3sFO/bEGn2WOK+FFmj52SokvZppTOHx+ncxSfHGANkq6lU3pGprgwcpmC/PfVStW6dMPlUlPI4kypVcq2DshbwfLruqOO29+sOJCn721FHv1uLT3wzeqAmDKu2p+z+a5hBpGgEb9v8359YUEilpo0aUIvvvginTlzxvEY3+axJ5yeY/bs2UPlypXz7ZYCYFFY/GjWLWmMMlGAWAosPw1o4XT/4Ds96Ju+TXWXP37pGnUdt4xu+XSFECut31nseE7++7JNgbvIUm5rlmSX7ogAWwf8J6Und590TVWCbJKup4l0+4q9ZwMeSfbVwOUzXtgQlCmYFYE3qVbyXix98803dODAASpbtqzofOML3z548KB4jklOTqZXX33VH9sbsqAZztpouXhnjzJxXb6gh/PLgH9oVaUo1S2TFUH/qE8Dcd2pdgkhmt683blAmxk+YxvtO3OFdp28TJuOXKDj0t9ZiSoyZQvF6dYXKeS2CNs5smSvWVKsA/JYLJ2RLANkV/vPFu+heq/NEwIBuEbh5GOCo0z/7j1LF6RxIP5my9GLuXp9pheRsXz2hpYC9o5Us3rKeV2zVLNmTdqxYwfNnz+f/vvvP/FYjRo1qHPnzhRu/4fJHXMAAFexxBEI16J934XEge/485m2mo/zvDUjPl6UVZSvkJKeXbehzAlUuKxR63T84nUqkt85lesNaVJdkqJPlMhSXtcsKSdCplzhePs2ZNIH87POHXdPWElzn7sxT7fJrJzV8aL6fdNxem7aJmFWu/qVTn57/+YVC9Mau8GkN4IlTGNRb7KIWZ5KGY5oljmlkpdiKS0tjeLi4mjTpk3UrVs3cQF5g6PN3KSqGxhTSiOylP03df/p/flMG3zEJkFvNIoCuyDLnE1O1RyDoxfpyW0azuGxFB7m+L7ITc3SpatpNGvzMbq5XimvRVy9Mon0iz1i8rf9c7kuFXofOZ/VMQicBcaszceF/xcz195JeSrJv8ae8nEXkcvzjM2LQ1gZIO5oTAgLgjRcVFQUlS9fnjIygqfCHYC8QDGmlGuWsr+cXL8dvri/sdN99UkWBA45WuItsVHhmvVFfG5SUnS5TZUp61QMKcVte9Q/JzVLQ37ZRCN+306PTlnn9WtTNDrg2G9J4UpqhlPkDWTx/rzdjo8ir34fy4eGkQluZqaN5mw9YRgJ8kbwKya8afZjJWhqloYPH06vvPIKnT+PNEFeYpSyAeanVIJ3kaU6pROd7sOU0jzEu4ksGaHWKkqgh3/JK6my3JYV7TieJK6vS67jinBSZsapOX7xmohgaAm1RbuyPL42Hr7oE7E0Z9sJp/uT/jno9XqDkUDP/5T/9nZtrUmTNxfQUz9uoGrD/9JdxptjOMb+Q1BpfjBr9sTrf/WfffYZ7d27l0qXLk0VKlSgfPnyOT2/YcMGX24fAEFVs+QUWTLohlOW98TLBOQt8VKUr2mFQrRO8ltSd9Qt33OWvli6z/GYYi3AQ5XZj0uJAvHfVzkOcts2/tj3610ec9Qs6ZzF7vj8H5Hm4Yhm93qlPOpy4nW669pMSctwbVqw6ftVhTJ6f/bcaAc+lvp8tUrU2b1ycy23y3oSWbrgwTgUb47hmMhwp5FCJtVKORt3AvIe+CxZm9L2tlgu4mRzPh4WmW1K6Qo/zxfFyA+z4cxDeHgYPd+5Om05donevqMeNXtroeZyLCQGdazmJJbYCfzpHzfQ7K0nREpu/nPtpPoi8lvHWvZsONdID9cNKfUw7DbuTixdTU137PPmUV0oMU6/c/OaJJaU8+cNVYrQl8uyPPnU3YKhjN7fXfYxUkaKecqv64/SmgPnxeWZDlUNB0ar03DevpeMN4ewUmKgRCFNqpW8F0ujRo3yz5YAEMQUio9yiB82puTOID1TSoUCMZF0Lj2rOBiRJXPxTMdqbpepWTJB8xc2CyUlTaaIFxZgSlGtP7r7jQbpTll5UDeiqXUC/0ka2fLc1I00qX9z3fdNTslwaSdXIglG7xGK6LbbS98PQ/+3hd6/K8vKQg2nUd+bt4sqFslHb9xeV/gWvfHHDo8d1JVCa+bBb1eL76fZz7Sh4vYSAu/w/G+66chFS6ThvK5ZYi5evCg8lYYNG+aoXeL027Fjx3y9fUCFOQ8j4I0xpTIjLnuQbpjbritElszLsO41RRSpdinXyQbqL371L3vlBBnpozScnvFjhOKzpFGzJG+j7IXEcBecms1HLzluL9nt3PmnFYVSUHZLvXta0S41k/85QBVfni0uwYrWn539lWZvOeEUKdLjiR/W0/4zV2jxrtM0eOomF2sKd6K0pnT8nr6cIlKtk//NWT1Zpi34znFei6UtW7ZQ9erV6d1336UPPvhACCdm+vTpQjz5m/Hjx1PFihXFLDoe3rtmzRrdZb/++mtq27YtFSpUSFw6derksvxDDz0kvizkixktEfDby/qUTHCuW1IKOvV+SMmePEYFlyCwPN6uCm0Y0ZkebFlB83lOxSmoO7+USE+EnIbLhVjSM3k0iizJdUXq6MMijQHOG1Q1RrIgUsOzENXC8KMFWR5LCvHRzgmOD+fvpl/WHXF67DUpQhKsaM0XvO+brGHN3qJEa+5sUtbxmLshylqHHXe9yaRrOHtrrTU3ZXcmDSx5L5aGDBkiBAaPNGHBonDzzTfTsmXLyJ9MmzZNvD+nAjmS1aBBA+ratSudPq09kX3p0qV077330pIlS2jlypViBEuXLl1cImAsjk6cOOG4/Pzzz2RWzBqiBN54LWUZUyrfXXpRo3wxET7zPQH+545GZTQfH9y5Os15tq0j9SZbD2RIYskX3XB6fQBGNUtyqkzdvZagUY+kHsXxod1gUgt5fYpYUhfEK2MumAU7TtGni/eKdJMegZib5k9mbjwm0l5GUSNvUVJa8dKx5s5VW+tzPXjO2Qcr6bqroDsn+Yh5+l4yd0mCLouw4BBLa9eupccff9zl8TJlytDJk1nmWf5i7NixNGDAAOrfvz/Vrl2bJkyYQPHx8TRx4kTN5X/88Ud66qmnqGHDhsJ5nFOHmZmZtGjRIqflYmJiqGTJko4LR6FMR3B9P4S01xI7NMtfTnpRI65xUvvkAPPChao8DuXAmJvFtYwyyoEjS0qxv5NYCstOw3lzolEjC+/PJa8uh3WAhhKTI0PqyJd6yK+Wg/m3BgNynSNL7qNhAyQvJx7vwWnF3l/867T8zhO+nzG3/0wyffn3PrqWmveeT+zOzV2Tai5dy/0oGPnv7S7b6clhF6GhxscuyPaEcryXF8dwhSJZzu4KZv1d6PU3MAuLpKQsHw8ZHn1SrFgx8hepqam0fv16kUpT4PEqfJ+jRp5w9epV4UJeuHBhlwhU8eLFxdiWJ598ks6dO2e4npSUFPEZyJe8wqwHEvDexdtdZEkWSPFSlAmYG63ob4zdjJIjLfKvfWU0CRd4K+chLYHiKXqiOsL+uNa4k2Qp/aOOLGkN/q1WPL/mca2F7PWkFxHilvHD567Sz2uyC8eZjxftEcOJ1dYCl1WpRt7+3zcdc9oPb+k49m8a89cukQL0NyzM3A2YLZo/xkk45gROqcqixZ2A0XtePh5tGstc1RCY/Sau9VjsqaOXQdMNd9ttt9Hrr79Ov/zyi+OL4fDhw/TSSy9R7969yV+cPXtWOIeXKFHC6XG+v2vXLo/WwdvI/lCy4OIUXK9evahSpUq0b98+YbjZvXt3IcAiIrRPUGPGjKHRo0dTKBmWAR96LdkLvJUvJ73Uidw1pC68BdZCaY/mP7mshZSojijw9pEppYJ8XosySMNxW7lCsirNoq5h4kjFHsmBm+nXqqLLOp//ZTP9tsE5raR3rv598zH634ajLlGvn1TiSZ6b2KJyERq74D/6ZNEex+Mdaxanbx9qRt7ALtT9J611bNtq6bPwB3tOXabOH2WVq6ijjzLREWFOf5ec8PGi/5w+U3e1cHrH3YKdp6hrnZIuy7SsXMQRNT2RXfPvsEhRi1891N2RQRNZ+vDDDyk5OVlEYq5du0bt2rWjqlWrUoECBeitt94is/LOO+/Q1KlTacaMGU61Vvfcc48QgPXq1RMeUn/++adINXK0SQ8uZL906ZLjcuSIczGiPzHpcQRyUrNk/+bRq0OTR5ygVs3ayCcEOTWl/CqXTSlzk4aTxZDTrC+DAm85MnRRFQ1QRlrIUR2leFg5bK9qRHTUQknvvZXok1Z6UK/V/aOFWTVSslBSnMbPX3GtnzGCh9Su2HtWN2rla+76MjsL0va9xZoF00yqwcBjT+fpzdnKjuzZ991FLPV+kC/aeSp7HdKxqfz9e9Qrrfm6rccueTSAWi43EOs16VnOa7GUmJhICxYsEKLik08+oYEDB9KcOXPo77//dnHz9iVFixYVkZ5Tp7L/cAzf5zojI7hrj8XS/PnzqX79+obLVq5cWbwXu5QbpSITEhKcLv4myGoaQzqyxG25fBIycvBWj0YB1obnXznEhZS2UCI5fCj4Ig3nVKMircaoZklOlXHbucxJ1fBWubhbMaOUC8QZPQGgJb58Tf9J+t3RWqjTYbKJZk4xqnu6KLlfHzl/jX5ee8Trz6nte0tEPRenxHi0jZ6oZANUWdwoKV+my0d/C9d2GU+Ou0w5UmW//dWybNNVmV0nkqh346zi7RaVCtOUR5rT5P7NqGh+Z9f3mMgIS0SWcjzkqHXr1uKSV0RHR1OTJk1EcbbiIq4Ua7Ng0+O9994TEa958+ZR06ZN3b7P0aNHRc1SqVLuLf8DglmPJOCWovlihPEbf2nxl7S7NFzlYvlozUHMYAwGODLI0SUWJnL04vlfN4tr9scplj8m12k4OXpTRBpF4hikqxGx0GpZV9hsjyLJJ2CFhNgocfLfdMS5pmjZHn3vpQtXvYv86KHuyNPygPKEDFVakp3M+d/m8j1nqFvdki62Bu6Yt/0kPf79euG9xZYS7lBHxzwRnEyjNxZQp1rFaaHd2uHxGytrLieLY962p35cT31bVqT/TmWlUveeTqaq9ho0T467TGkZJWXJw5C14B+BCXFZn1+TCoXE8dK+RnGX/IhLGo7IupElTl95Cqek/vnHWbH6CrYNYO+k7777jnbu3CmKsa9cuSK645i+ffs6eT2xF9SIESNEtxx7M3G3Hl84jcjw9YsvvkirVq2igwcPCuHVs2dPkVZkSwIzgciS9eGalBKS15K7Am/o4uBCieBotV8zvkjDySfHVlWyakrkmje1OODoxBUDnyQ1A3/a6LitFKoXzpcl8hQu6+wfc/ay52KpRILzetVu1bmF5/MpQ4JlXp25lYb8spk+X6IdMTGCa7UYLhb3BL2idy1Rq0YRSow8PkbveOCCebYCeP3PbM+qS9ey/x6eHHeZqmWMXMHl7y/5tmyJwkTZDVOzl81auE7prIzN3U3V1gImFktffPEF1apVS0RpWKSo4bodTsXdd9991LhxY7fdZDmlT58+IqU2cuRIYQewadMmmjt3rqPomwvN2SdJ3m7uorvzzjtFpEi58DoYTuuxySbXLLHR5iOPPCKiV8uXLxepNgD82RGnfPFAFAFGaWTLjViSBzXLdW56NUss4OSHOF3oKf1bZxV2L9x5SnSjtX5nMW07dokKxrsO11U2Zf3hC5qRLy3qlk7Ufe4N6YTvDhYMu04mOQkT7pxrOWYxbTzsHDlj5m3PKvX4bMleUUTOAkh5LdcLvT1nJ51L1u5mk/8t/7vP1Q5AzVkNjyK9LsSc4M61W34bTw67TLVYMtjOrPlyro+rm1WUFLGajrVKaKbpAoVHMUauR5o1axZ9+umnInLDtUksULhQ+sKFCyJaw3U+bFa5bds2l441X8IpN720m7oom6NFRsTFxYn0nBVwuD0HekOAD7yWLohfte5qltS/uEDwwX96Pg6+6duUvrPPaMuNWFK7YytEKuNOVCdPdbu9NydpTh0qDLKP13jh183ChFMNp2C4lZxrbBQWDmkn0kl6/Hc6935Kq/efoz5frRK3X+xagzrXLkHvzd1NZQpq2x2wQaac4lPSZFywvuP1rtTlo2WironHgPz3ZneX18v/lu/7erVhx5sn/kOHVKaQ3rLzpLGtjVwbpXfc/bLuKL13Z9Y8OvUiRmJMXlYu2lY3q7hGlpTXmKsT3OOELEdf+MIt/CtWrKBDhw6JbjgWSY0aNRIX9j0CALiPLGWl4ZSaJfez4YD16VGvlGOIrvqEEhUZnp2G80CvcKSD0yplC8U7jbTQ8xpyOHir0jta9Urc7cadS+4KfrvUKeGS/tl18rKo2VHDKTsWS8UKZEfsC+WLdhEnY+9uIKJgLL64AFrh43sa0vcrD7m4f2vB3YZKJ6kilJgP5u+m9+ftzlEtFPPc1E2OAnC99JMvHT4UoTSuT0MhQt2NKzFahx6yCaknA43VgooHKeshixz5K079GakjTcq/A+U1ZilB8frbmMWRUmAN8g7H0FWEloJiPpychtP7gr2veXma9M8B6lLbuNsTWAPFmFIL9kFSjgOnX/uZNpq/4yTFREVQu2rFHF5M248n0biFWVGP3o3LOH6t92tZgT5ZvJdqlizgtP7sNFymiGruOnGZ2tcoRqfsnl9cH8TFzbK1gVFUYtbA1lS/bEHP991exKt00Ck0rlDIIVDioiKoV+Oy9JdKUDKNyhUSvj7N33aevqAFF52XTIygrapibz4J52bu3sp9zuUlXKivHox8Qep28xUs/JpWLCT8pfyJO61ks9nomZ+dxZHRIGUWX1o1WeEeRpYc70vmAKEgAAISWbrm+HLS81AqVzheDGjlX9XA+qi7fmTkyNLL07dSxZdnixb071cdoid+2CCME/+VTtbyiBD5BK2cWJpXcp5SIFsHtH9/KfWfvJbm7zgl6o0YpSNKES3MsQv6URa9aKgWN9Uo5oj0qGuN/th83HFbidpopZ8jIsKouP2HhtPj4WFOY10Y5UfIrZ+tcHrcm3osLS6ronD1XpsvrgdP2yT+XmzE6A+iI8N8ZlRqhLuZe9uPJ9EWL7oNeZuVNYZ5I5Yc12GmiixBLFmE7IMOoaWgcPGWCnGNQvfcugxDyuDA6GTNJwwlaiQ7WMvdWmeSr2s6bcsml0p6SC3MZOsAZaQJmw3+szdLgFUqmo/KF453MraUo0ClVSNNPNVKXNczqX9zQ6GoRmu0jzxsV+bHR1vQzfVK0Wf3NXI8dvj8Vao9cq7Lskb/zpRBx97y36nLNGNj1mD2pm8uNFw2pwOA+dhQumh9zcOTs0equKuVS/LSsNPJLV46YNTVOuoCb3UazixALAGQh5SyD9N1Fksm+1YAfkHtVCzD/lvqk/nOE0m09Wh2t5Z87pGdquW0nSKE1O+VbR1gc1rHjhNZqTZO9SonLaWu6bjdaZ5TdBz5ktknFXfr8XL3mo7t0PM/ktOFsfY0JReDezp7rkaJAi7reWzKOs15ZdcN2twL54vO0Uih8Uv0zYtlhs/YSpWGzaGcwBqGfZv8jTu3gnAvv6e45kxLf/HQaJkotXpSFXibJREHsWQRULMUHHCBq3pyN8RSaGAkljjqpD4OuEZGTrHJv/zPS+aOsieP0s0WrZprKdcsKchz0NpWK+okqJb9d4YGT8vyDOJaJvUJ7vA592LpkTaV3C7zXKfszjnFAJJnjcnIUSNlHplCnN3rKTEu24ZAz8fKqICZo2g5KaDm1JQn0aQfV3s2J00vGl26YBx9+WATt8ve36J8jt/HXeQrzEdd3NXsAldOsWq9j9kKvL0WS9ev649gkD2OAACu8EmrhNQRxIThJ0tIoBYw7tJw6s4s+aQhT3R3iizZjS/VxeRKXYgsGBTzSHaC5lRvhP0X/isztlLfic5jQ9TbVqeMvgeS+j2NUIwHmee7ZAmn/Kou0CYVCusKTiW9J3fZectXDzZxiC5vqVzUeMRX94+X06r9ufMdVIRu4/KF3C47qGM1r9f/4fzd1PD1+ZrROF8RFqa/jflVLunqHw2WFUtsOslmkGp+++03t3PXQG6Az1Kw1S0pILIUGhh1w3EKzN1xILdiyy7ZsliavvGoZn2UcsLVcobmeiWxDfZl2OXZZftUYqmaVBCuBXfleQI3MUx4oDEN6Vyd7m+R9Zoi9rEvTHGVCPr7P+fuK7mezyhdp1BAJcRurF6MutTR7zZtVF67409xLz9p7ybUg60U7pHsCzy1mNASZEbHDzPz6daaRfDu+HTxXtFBuN4DWwZvUcS5HJlUW6K4RJaUNJz9hll8lrwWS+3bt6cbbrhBjBJheNwIm1E++OCD9Morr/hjGwEIyrolf3izAGsWeGel4YxfL2eJtMQS2wAov8KVYm0Fo3ocxSFZz0n5+c7VXYScOpWsxps29251S9GzqmjD23fUE6mxr/u6n+ep7uJT82qPWo7bKSrTzec6GUdi2GX8lvpZ4kXeZSXC5U13mDs2juhMB8bcTONV3X2KaHDXzcfeWIr5phno3biso4ZOFnrqQ0ed4jVrE5PXYunzzz8XUaRx48ZR27ZtqUGDBiLStGbNGho8eLB/thKgZimIQGQpNDEu8A53OWkoKMJHrllKktJwqelZj/MAWIVOtZ2nKOgJIfk5PUHFm6UWR8q2li2k3aVWtIDzKBOOHHnDfS3K06aRnamBXQB4gmJPoIa75ZT9U7oFJzzQhN6/s75TamvzyC4ur+Whs4oIUcRq1zol/OKuzyadRp2vnlofeFIr5i22HOTC4qLDNacUqPfRpb7bEVlS3ptMQY7+4t27d6devXqJgbk8j42jTHXr1vX91gEQhKjTBWiGCw2Mho5yt5nWiZJrcqrbC2KVkzW3cMvpKKWoW/H5qVUquw5IbR2g+d72k7BetIgFhfo5ZVvvaVZO8zWxqnleras6F2Z7greWGeqOPaO5eK2qFqG7mjpve2J8lBBCDEe0/hrUVqTp1N15PDpGLVwSVEXp7uBRL97CdWOf3ptd7O6taMwNKemZTm7onsAfd/b8S9c5hY77qr+zEjV1+CyRRcXSvn37qGXLlvTnn3+KuWpDhw4VY1D4Oi3N9+6lIAv4LAUPiCyFJkZFyGwdoKUN2lYrJkwJBfYTD3eqyaTZRdhMu99P0fyuA2qN0mZKREkrWvLenfWpVdWiric4+/0WUncap10UKqoKn5Xi8dwiD99VeyPpBc+0asH0fJ8+v78JrX6lo5ghp4jOhLhIF7d1da2SkS2Bmhe6VBcmoCNvqe147O6m2Z+dEUp9mT+pWCRepPK6182u5Rpnd4v3Bj5clZol+fBxScN50dgQSLw+ghs2bEiVKlWizZs3U+fOnenNN9+kJUuW0PTp06l58+b+2UoAggjZLZlBgXdoUCjeVcTIXjM8AkdukWfvoKdvquL4Va4ERtTz3JSaJcVmQD3/zV3NkjJkV33SmvrYDXS3Pfqi/vWv3G9aITuNVatUAdHe3qFmcXqiXRWP398b2tUo5rhdvUR+j6JnWkJRL6UlulVVRdLqf5/8ealtCHg0kcINlZ3d09XwiBfmnubZka3C+Tzr5lMKy73l3d71PF6WByE/fVNVp67ETUcu5Ch1p5WGU3+eehFERxrOJLGlHNUsTZ06lQoWzM4lt2rVijZu3Cg65YB/cOSMzVn7BrygZknnNAkKvEMDo/Z0TrG0rFLEYc7482M30NznbqRG5Qs5/skrKQ11i7eShuNZZUxfjU40Xr/ecaZEvNSCRr7v4g0W7nqia1KhEHWtU5ImPtTMJYqmbGNu6dmwTPb2qQSPXvBKLfS4dsybFF9R1b5wFPDmes4ddFWKZUd8xt5tPJ5ISS8pvlLM5iPZ5qP+SLF58zrlM85teYBNSsPJ1hOe/jh0LGXVQbrc9aZFgQIF6Ntvv/XFNgEQ9Hxxf2N68scN4hcuxpmEBsWklngt+rWqKI4HrpORUU4uSjDDRSzZU0CKGSPX3mjBkRdFtHCNDRc5n72S6ki3qCMz8jlt35lkzW1ilg+9iY6cvyqEnaf1WmPvbkA5weg0qxdZyqcanxLjZXG2OmXHbfZjetWjOVtPaqYZ2UDSCC2Lg54NS3u0Lew0roW7+ZEsYtnuYc9p57+jEbmNeNvIpjks3NMfh2ar5fRaLE2ZMkX3Of7S1xNTIHdoDSQE1qVb3ZL02q213X6xguBBr3NMgdMeA26s7PK4cnJRoss8YFdG8U5SOuTUBclO0SH7S2OiIkQtkszRi67+SgqnpU47x7okryS+GKH+3pJrnfxZQM8RII5A8fYqqTN3fkXuRNhf207SFw84u2l7or9+eKSFcF6X67nmD75ROKmri809jRBxfdGi59u7tXLg1y0Y0o6e/mkDzd6ibx4tz+CTPbn2nPJcZCnwx610aMrCS2tb2Rh14c7sOYhmLPD2WiwNGjTI6T4XdV+9epWio6MpPj4eYgkAD+AfFg+19n2LLzAvahdsj1+nmPPpRJa4ZomFlCJo1ONCnCwC0vRrdrYdS/K4g87bqIPaiNCbwboyav8omTUHz7v4K/WyF53ni45wRN48bcF3VyfE0WEWHz8PuMFtmvGTextRm2rO4pThTkel2zEnTH+qtVuhJDP+vsY0/j6iIb9soukbshoCPLG6OCfNIvQUTgtvOJyVXpQ3USuSbnQ85XQAccDF0oULroVee/bsoSeffJJefPFFX20X0J0Nh9gSAFaF01/ySdujWh77P3klpXEtLd1l4G6yVPQtO2Dr1SBpRVfa1yhGS3dnd9pVKKIvTLzVffJYE3eeU0ZwVObbfk1191Hm0baVNeubOKqWm4jgtMduENfd65Wi/WN6OE7o3OVWQ1WPyOx7+2avBI036KXl3NGvZUVNsSQLk5wWk2tFo9ydt7TEUnaBtznwST9ntWrV6J133nGJOgEAAMhmUv/m4uTLXWNGRpGakSXSjiwVzR9DJ+yddBxBUc9W06qrUVy7ZY5eyG7Zfr1nHSoode/JtgBZ6/Lu5M8ny39f7uC47210R6ZjrRIOo0g9Rkht+cx5KTLibVRLlJfcUMEwhcjLDOxQTVgOKBEc/jv8+UybHAml93rXd1g35ISSbsae6KUiL6s6LXODzYPI0ePtsgStkbOESQJL3keWdFcUGUnHjx/31eqACtQsAWB9uGNsxUtZosHTk6iymLobjtNtbOCXkp7h6IS7YjAMlbu4jCI7XD+3114AXK24c2ro5e416bcNWXPnchrh5vWzCGM/J38YJ3rqYp2TqFYZN/VmanrULyUuOeXuZuXo1galczzgl0e0fLPigO7zeiNF5DE67mhTtSit2HtW93k5SqV+tzWvdKStxy4Jmwlm8xHXsTFmy6J4LZZmzZrl8oGcOHGCPvvsM2rdurUvtw0AAIIWT72HHIWu9nOPUuDNvk18cruelknXUrPSeezNpIcszrSiK0+2q+IwvLx4NdVjQ01v4PEh/sbdOTYn9VIP3FCBZm067jJGxp/kVCh5IsR9oUN6NS5jKJZkKyp1Fx4P/O0oRb/URpQyNquKpdtvv91F/RUrVow6dOhAH374oS+3DZiwyA0A4Bs8dbVWFlO+A66mZv36LxQfRYfP8yiKDLqWliWgjCI2TjVLGoKhftlEx+1mlYyNFc2M3oy93ESWOKU2Z5CzY7iVmwk80em5Fcg2SeasPnDO69eHmezc57VYysz0jbkYyBkmi0wCAHKInBYzQu3graThePAqs3jXGWpttwGIMxJLcpGzhmDgjrVVwzoK8cV1UFajcfmCovtKqRvS45+93p+4zQTP2eN9UObYaeHuyLqSop+uVXioVUV6569dus/b3GiY3EoFh2UGBVnNEgAAAC++fD0VS6TuhlNqlrL8lC5dS6Xr9seMOpicI0sRHs0tlLmrSVn6dX123ZLZeLtXPfru34P0TIdqFMxw8fi87SdFN54eny/dZ7gOT+wK/F1X5umPBEtFloYMGeLxCseOHZub7QFuQGQJgODAyMfIE5+lDjWL0R+bj4uTmlLHFGsgluQ6lpykot7pXZ+OXLhKPep75jYdiDFCY3ppd4/d2aQs/c8u9NjJ2spwl2KfZtmz6HxZD5UYp21ompNzkTci555m5Wjq2iOa6zeJVvJMLPHcN08wW/V6MGGWAwYA4Bu87YZTO3grrf388LW0TPdpOOn9PE0Bqrd36mMtyerfn96M/Ag1jI4f2TX8+0da0LpDziagRgXe7s5fWtohzMPXmkosLVmyxP9bAjxCr+UTABCk3XBSzRILJqXAO599ECs/pqTmPK1Zyu3cL6tx4pJ+t1UwIhueGtkoqKlbJrvI38jDqlzheGGG6mmBtzuDS63DUTnu524/Se/O3UUvdqmRYxd8X+BxLHb//v2myR2GIvKBBwAIoZolR6GrjVLSMx2/2JUTEN+9ZhdQRiclOZIValmAJ9pVoVBinDRY1xOX7wWDb6RH21Sid3vXc7tspv34a1fDeeCzQvOKhV0iS7KppxZaR6N8iH6xdB9tOpo1OsX0Yoldus+cybbC79OnD506dcpf2wV0CLHvOACCFo+tA6TIkjxEV5m3xoXf3loHhNr3yI3ViznqtGY/2ybQm+N3bpaKv7UGDDP3Ni/niDxVK1GAXr2ltkdjZCLCs5sElNEvzN1Ny9Ka4R3pjsZlxH05tlI8Icb7cScqCXXVgw4+U3TDqaNKc+bMoTFjxvhjm4Dm54+PBYDQNKUkhyi6ahdFnGZRXi9qluymlEZGhs5pOAo5/nuzO2Vk2vw2p81ssEHprpOXnYSTDBfD6xXE69GychG6sVoxzQglH4fFC8TmyB9J60+i1k8ZAT4JwjoAAAAC8eXraYG3ZDijpNtYFCmP8ylEsQ7wtMA7VGsfQ0UoMbMGthEz8YzsILzlZymSpBY0NlWUKF3Kw+WmwJtU1hmmT8Pxzqh3KNTy3oEEkSUAggtP2/eVr1kRWbKn4bg2Sf4FrxR9G4klWSiEkGYI6ePLl0JJC/k4cpyjlONVEkvupIKWEFKn5gJdM+1VGu6hhx6imJis3OP169fpiSeeoHz58jktN336dN9vJXAAgQpAaM6G43OPIpZEZEnyX3J0wxmk4WS7AHyPAF8QqyHOlaNMjiwl2A1U9fjv1GXXB1X/PAI9PMTjyFK/fv2oePHilJiYKC4PPPAAlS5d2nFfufib8ePHU8WKFSk2NpZatGhBa9asMVz+119/pZo1a4rl69WrJ2qt1CJw5MiRVKpUKYqLi6NOnTrRnj17yGygGw6A4EKuITJC0VTfrjhA93y1KjuyJEWcPPFZkgvKkRQAno5WMaJ2qQSXc5Qi4uUaIy4gdzd7T2Hs3Q2yjlGTpeE8jixNmjSJAs20adOEm/iECROEUBo3bhx17dqVdu/eLYScmn///ZfuvfdeUYh+yy230E8//SQGAW/YsIHq1q0rlnnvvffok08+oe+++44qVapEI0aMEOvcsWOHEFhmA9FzAIIDT92StTqF4qMis9NwHOmXIk56oGYJeMuYO+pT+w+WONkAyHCEskBsJF2+nu4QTg4Rb39RDQ9Gq8jrVwb4qqOfetuQV3jveR9AeJTKgAEDqH///lS7dm0hmuLj42nixImay3/88cfUrVs3evHFF6lWrVr0xhtvUOPGjemzzz5zRJVYcL366qvUs2dPql+/Pk2ZMoWOHz9OM2fOpECTnJIe8DwtAMA/DO1ag+qUTqC37sj64aaHlk+OEEXSOIiraelurQNQswS8pXyReNo4ogtVLpqPnulQVXOZb/s1o8dvrEz3t6igWeDtSRRTu2bJ+T53MgYSy4il1NRUWr9+vUiTKYSHh4v7K1eu1HwNPy4vz3DUSFn+wIEDdPLkSadlOJXIUSu9dTIpKSmUlJTkdPEHbd5dTG3eXUJnk1McxXMInwMQHBRPiKXZz7Z1nGT0uLd5efrwrgZUWirWzSrwzj6bKNYB8R7WLAXSCRlYi8T4KFr8Qnt6vksNzeebVypMw26u5Yhqqs9RnrjFa8UE1C97+qcNup5ReYFlxNLZs2cpIyODSpQo4fQ432fBowU/brS8cu3NOhlO68l1WuXKZZl7+ZK0jEy6eDWNjl28RmsPGM/gAQAEL3wS6t2kLHWolV1qEB8d6XQycVgKeBhZglQCeUW4BypDK2ZkNnsLy4glMzFs2DC6dOmS43LkiPO0ZF8QFRFO3eqUFLcPn7/qOJjMdgABAPKGSOmsI1sHMIpZpVHNkvzdgW444C/CVSEhzyJLrnJJ/bL1r3bK0QDokBNLRYsWpYiICJcRK3y/ZMksUaGGHzdaXrn2Zp0M2yckJCQ4XfxBtRL5HWIJABDayJEhFkvySUg51xjVLCVdT3PcRjof+IswlZ4Jy3EaLsypW45HsQRS5FtGLEVHR1OTJk1o0aJFjscyMzPF/ZYtW2q+hh+Xl2cWLFjgWJ6731gUyctw/dHq1at115mX8GRnh1hCzRIAIY3czcYRJK3zhlHNUs2S2T/qULIE8i6yRDmyxpFfZgZxb6lxJ2wbwH5PTZs2pebNm4tOtitXrojuOKZv375UpkwZx8y6QYMGUbt27ejDDz+kHj160NSpU2ndunX01VdfiedZpT733HP05ptvikHBinUA+0exxUCgKVcoSywdvXCNinkw4BAAEDqRJXVKnsUUp+/1yBeTLaSQzgf+Ikx135M0nJbhpPwyT9bhbywllvr06UNnzpwRJpJcgN2wYUOaO3euo0D78OHDokNOoVWrVsJbia0BXnnlFSGI2BJA8Vhihg4dKgTXY489RhcvXqQ2bdqIdZrBY4nbNpmjF6462ocDf8gAAAKBLITysYmf6svAqLhbbUGAyBLwF2Eu3XA5jSzJNXYUcCwllpiBAweKixZLly51eeyuu+4SFz04uvT666+Li9komRArCtrSMmx08tL1QG8OACCA3FK/FK0+cI6iIyOoU60SLieQWIMUHNOmalHTTHAHwUtYDmbIalkoySILkSXgNuxepmAcHTx3VVgIZB14+NAACEV4ZMTUx7JrKS9LBdvu6pWyno908WUCwP9pOHKPG58lM0RCLVPgHaooRd4AAGD0i91dGo6n0CucvoxINcib4zLco8iSttOS9u3AALFkcspDLAEANFCfPoxsA9TwPC8A/EF4Dhy8tcQSIksgl5GlwCtsAEDgUZ+D3EWWmI/vaShqlwa0rey/DQMhTZiLz5L718hSqULhfFmv83Id/gY/L0wOIksAAC3Uv9iN3LsVejYsIy4A5FUa7vL1rFE8nhZ4K13g8vFthgJvpOFMTpViWS7eCiY4ZgAAJsQTsQSAvwlT3c/QanVTcVRjSoXZfJYglkxOteL5nQozAQAgp2k4API6slSxaFZazYghXaqL62IFss2XTaCPnEAazuSEh4dRqcRYOnQuS3mb7PgBAAQItQs3xBIwY4F3hAcnrfual6cGZQs65qGqj2/JazpgmGATgDvaVS+GDwkAYBxZQhoOmIAItXWAByZJHI2qWyaRYiKlkTxIwwFv6deqouO2Yk4JAAht1KcgRJaAGQhXiSO1eMpJOs8MGRVElixW5M0pOQAAcDGlRGQJmIBw1XEpD4D2BvlVZijwRs2SRVj6QnvafPQidaldMtCbAgAwAYgsATOSoep+y7FYkl5mAq0EsWQVuKPAk64CAEBogG44YAUiciiW5GiSJ8N4/Q3ScAAAYEGQhgNmxKaaipvTFJpzGo4CDsQSAABYFPk8hAJvYAZsNt9ElmS1pLbJCAQQSwAAYFHkUwgKvIEZyFSppZwXeGe/bvepyxRoIJYAACAIUnGxcPAGJiBTFVnKaRpO1ljNKxamQAOxBAAAwRBZglgCJqBB2USn+xHhPqjJC3wWDmIJAACsinw+iYfPEjABBeOjqUzBOB+YUmbfRoE3AACAHCPXdaBmCZiFfq0qeDXuRAv5VSjwBgAAkGPSMjMdt1GzBMxChDT51heRJRPYLCENBwAAVkVuPELNEjALkVI0KceRJSdTSgo4KPAGAIAgIDoSX+fAHETIYsknppSBV0v41wUAAAAAnxEVIYulnK3DDCNOZCCWAADAorxxe11qUakw/fZkq0BvCgAO9p+9QrklzGTCKTLQGwAAACBnPHhDBXEBwEycS0513FZ5VHqMnHqDdQAAAAAAgnbkSaZ6WJyHmMyTEmk4AAAAAPgQW/bNQ2ev5mwV0jqupmZQoEHNEgAAAAB8RnxMhOP2tHVHcrSOyylpjtsHfFADlVsglgAAAADgMwZ1rO7TTxPWAQAAAAAIKooViMn9SqQ0HAq8AQAAABC0dK5dIkevy2kXnb9AGg4AAAAAfuHupuVy9LocNtH5DcuIpfPnz9P9999PCQkJVLBgQXrkkUcoOTnZcPlnnnmGatSoQXFxcVS+fHl69tln6dKlS07LsdmV+jJ16tQ82CMAAAAguLGZTfUEuyklC6UTJ07QggULKC0tjfr370+PPfYY/fTTT5rLHz9+XFw++OADql27Nh06dIieeOIJ8dj//vc/p2UnTZpE3bp1c9xnMQYAAACAnFGjRAE6cO4KNSpfKEevt5ksEWcJsbRz506aO3curV27lpo2bSoe+/TTT+nmm28WYqh06dIur6lbty799ttvjvtVqlSht956ix544AFKT0+nyMhIJ3FUsmTJPNobAAAAILj57alWlHw9PcfF3mYLSFkiDbdy5UohaBShxHTq1InCw8Np9erVHq+HU3CcxpOFEvP0009T0aJFqXnz5jRx4kS3YcOUlBRKSkpyugAAAAAgi/wxkVQyMZZyism0kjUiSydPnqTixYs7PcaCp3DhwuI5Tzh79iy98cYbInUn8/rrr1OHDh0oPj6e5s+fT0899ZSoheL6Jj3GjBlDo0ePzuHeAAAAAMBTjl+6TiEdWXr55Zc1C6zly65du3L9Phz56dGjh6hdeu2115yeGzFiBLVu3ZoaNWpEL730Eg0dOpTef/99w/UNGzZMRKmUy5EjOXMoBQAAAIArLSoVJjMR0MjS888/Tw899JDhMpUrVxb1RKdPn3Z6nOuOuOPNXa3R5cuXRfF2gQIFaMaMGRQVFWW4fIsWLUQEilNtMTHauVZ+XO85AAAAAOSO2KjskSkU6mKpWLFi4uKOli1b0sWLF2n9+vXUpEkT8djixYspMzNTiBujiFLXrl2FsJk1axbFxrrPn27atIkKFSoEMQQAAAAA69Qs1apVS0SHBgwYQBMmTBDWAQMHDqR77rnH0Ql37Ngx6tixI02ZMkUUarNQ6tKlC129epV++OEHp0JsFmgRERH0xx9/0KlTp+iGG24QQoptCd5++2164YUXArzHAAAAADALlhBLzI8//igEEgsi7oLr3bs3ffLJJ47nWUDt3r1biCNmw4YNjk65qlWrOq3rwIEDVLFiRZGSGz9+PA0ePFh0wPFyY8eOFaIMAAAAAIAJswWLvWYA4YhVYmKiw5oAAAAAALmj4suzHbcPvtODAnn+toTPEgAAAABAoIBYAgAAAAAwAGIJAAAAAMAAiCUAAAAAAAMglgAAAAAADIBYAgAAAAAwAGIJAAAAAMAAiCUAAAAAAAMglgAAAABgWjrXLhHoTYBYAgAAAIB5CQ8L9BZALAEAAADAxIRR4NUS0nAAAAAAMC2F80cHehMglgAAAABgPkbdWpsqF81HT7WvEuhNoTCbzWYL9EZYHU+nFgMAAADAeudvpOEAAAAAAAyAWAIAAAAAMABiCQAAAADAAIglAAAAAAADIJYAAAAAAAyAWAIAAAAAMABiCQAAAADAAIglAAAAAAADIJYAAAAAAAyAWAIAAAAAMABiCQAAAADAAIglAAAAAAADIJYAAAAAAAyAWAIAAAAAMCDS6EngGTabTVwnJSXhIwMAAAAsgnLeVs7jekAs+YDLly+L63LlyvlidQAAAADI4/N4YmKi7vNhNndyCrglMzOTjh8/TgUKFKCwsDC/KF8WYkeOHKGEhISQ+IuE2j6H2v4y2Gf8nYMRHNcJZCVYArFQKl26NIWH61cmIbLkA/gDLlu2LPkbPomGyok0VPc51PaXwT6HBqH2dw61/bXyPhtFlBRQ4A0AAAAAYADEEgAAAACAARBLFiAmJoZGjRolrkOFUNvnUNtfBvscGoTa3znU9jdU9hkF3gAAAAAABiCyBAAAAABgAMQSAAAAAIABEEsAAAAAAAZALOURy5Yto1tvvVUYX7Fx5cyZM12MsUaOHEmlSpWiuLg46tSpE+3Zs8dpmfPnz9P9998vfCwKFixIjzzyCCUnJzsts2XLFmrbti3FxsYKk8P33nuPzLjPaWlp9NJLL1G9evUoX758Ypm+ffsKc0+r7rO7v7HME088IZYZN26cZffX033euXMn3XbbbcLLhP/WzZo1o8OHDzuev379Oj399NNUpEgRyp8/P/Xu3ZtOnTrltA5evkePHhQfH0/FixenF198kdLT08mM+8x/r4EDBwrvNf63XLt2bZowYYLTMlba5zFjxoi/GZvu8nbcfvvttHv3br/sz9KlS6lx48aiULhq1ao0efJkCgTu9pn/nT7zzDNUo0YN8TcuX748Pfvss3Tp0qWg3Wf1+ap79+6ax7+V9tkr2MEb+J85c+bYhg8fbps+fTo7pttmzJjh9Pw777xjS0xMtM2cOdO2efNm22233WarVKmS7dq1a45lunXrZmvQoIFt1apVtuXLl9uqVq1qu/feex3PX7p0yVaiRAnb/fffb9u2bZvt559/tsXFxdm+/PJL0+3zxYsXbZ06dbJNmzbNtmvXLtvKlSttzZs3tzVp0sRpHVbaZ3d/YwV+nvepdOnSto8++siy++vJPu/du9dWuHBh24svvmjbsGGDuP/777/bTp065VjmiSeesJUrV862aNEi27p162w33HCDrVWrVo7n09PTbXXr1hXHy8aNG8V7Fi1a1DZs2DCbGfd5wIABtipVqtiWLFliO3DggPjbREREiP224j537drVNmnSJHG8bdq0yXbzzTfbypcvb0tOTvbp/uzfv98WHx9vGzJkiG3Hjh22Tz/9VHxuc+fONd0+b9261darVy/brFmzxDHN+12tWjVb7969g3afZcaOHWvr3r27y/FvtX32BoilQHzoqgMsMzPTVrJkSdv777/vJCZiYmLEyZDhg4pft3btWscyf/31ly0sLMx27Ngxcf/zzz+3FSpUyJaSkuJY5qWXXrLVqFHDFmiMxIPCmjVrxHKHDh2y/D7r7e/Ro0dtZcqUEV9IFSpUcBJLVt5fvX3u06eP7YEHHtB9DR/nUVFRtl9//dXx2M6dO8W6WEAz/IUbHh5uO3nypGOZL774wpaQkOD0OZhln+vUqWN7/fXXnR5r3LixEFjBsM+nT58W2/r333/7dH+GDh0qPjv18cMn8UCj3mctfvnlF1t0dLQtLS0tqPd548aN4jvsxIkTLse/1ffZCKThTMCBAwfo5MmTIvWmwCmLFi1a0MqVK8V9vua0TNOmTR3L8PI8amX16tWOZW688UaKjo52LNO1a1cRSr1w4QKZHQ5hc1iX9zMY95lnCD744IMiLF2nTh2X54Nxf2fPnk3Vq1cX28gheT6m5bD9+vXrRUpWPvZr1qwp0hrysc/p2hIlSjiW4fXxDK7t27eT2WjVqhXNmjWLjh07JtIVS5Ysof/++4+6dOkSFPuspJoKFy7s0/3hZeR1KMso6zDTPustw+nzyMjIoN3nq1ev0n333Ufjx4+nkiVLurzG6vtsBMSSCWChxMgHmHJfeY6v+WQjw/8o+UCWl9Fah/weZoVrHriG6d5773XMFgq2fX733XfF9nNtgxbBtr+nT58W9TvvvPMOdevWjebPn0933HEH9erVi/7++2/HNrPwUwSy3rFvlX1mPv30U1GnxDVLvG+873xyYZFr9X1mAfzcc89R69atqW7duj7dH71l+ER77do1MtM+qzl79iy98cYb9NhjjzkeC8Z9Hjx4sPgx0LNnT83XWXmf3YFBuiDg8K/Su+++W/wK/+KLLygY4V/fH3/8MW3YsEFEz0IB/sJl+IuVv2SZhg0b0r///isKntu1a0fBCIulVatWiehShQoVREE4Fz9zQbj6F7XV4P3Ytm0brVixgkIFd/vMJ3kuaGaB/Nprr1Gw7vOsWbNo8eLFtHHjRgpFEFkyAUo4U909wveV5/iaf6nLcIcBd2XIy2itQ34PswqlQ4cO0YIFC5wmVgfTPi9fvlzsC6cmOFrEF97n559/nipWrBh0+8sULVpU7CefRGRq1arl6IbjbU5NTaWLFy8aHvtW2Wf+ZfzKK6/Q2LFjRcdc/fr1RWdcnz596IMPPrD0PvN+/PnnnyKtyFEzBV/tj94y/J3AHWdm2meFy5cvi8ghd5DNmDGDoqKiHM8F2z4vXryY9u3bJyKIyncYw52P7du3t/Q+ewLEkgmoVKmSOIAWLVrk9GuF61Ratmwp7vM1fxlxhEI+ePnXO9eBKMvwr1gWIAosQLi9tVChQmRWocQWCQsXLhRtxzLBtM9cq8Qt/5s2bXJcONLA9Uvz5s0Luv1lODXDrcjq9mOu3+GIC9OkSRNxgpGPfV6exZR87G/dutVJSCrCWi3EAg3/XfjCdWYyERERjkib1faZI758AmUxwMcjf1/J+Gp/eBl5HcoyyjrMtM/KdzTXofFxzlEXtvKQCbZ9fvnll12+w5iPPvqIJk2aZMl99opAV5iHCpcvXxZdBHzhj51bL/m20vnF1gEFCxYU7cVbtmyx9ezZU9M6oFGjRrbVq1fbVqxYIVpV5bZy7krhtvIHH3xQdFtNnTpVtGgGqq3caJ9TU1OFPULZsmVFmyp3VigXudvHSvvs7m+sRt0NZ7X99WSfub2eO6W++uor2549exxtwmyLILedc4vy4sWLRdt5y5YtxUXdjtylSxdxrHCLcbFixQJmHeBun9u1aye6fdg6gNukuR07NjZWdDJacZ+ffPJJYWuydOlSp3+nV69e9en+KC3lbDPB3XTjx48PWEu5u31mC48WLVrY6tWrJ6wD5GV4X4Nxn7XQsw6wyj57A8RSHsFfnHxgqS/9+vVz2AeMGDFCnAjZMqBjx4623bt3O63j3Llz4sSZP39+0YrZv39/8cUtwx5Nbdq0Eevg9k4WYWbcZ/af0XqOL/w6K+6zu7+xJ2LJSvvr6T5/++23wi+KBQN7SLGXmAz/IHjqqaeEJQJ/id5xxx3iS1rm4MGDwteFPaXYt+X55593tGibbZ952x966CHho8X7zLYOH374ofg3bsV91vt3yiLQ1/vDn23Dhg1FC37lypWd3sNM+6x3DPCFv9uCcZ89tc6w0j57Qxj/L9DRLQAAAAAAs4KaJQAAAAAAAyCWAAAAAAAMgFgCAAAAADAAYgkAAAAAwACIJQAAAAAAAyCWAAAAAAAMgFgCAAAAADAAYgkAAAAAwACIJQBAnhMWFkYzZ8409SfPw0Gfe+65PHmvESNG0GOPPeb395kwYYIY8AsA8A44eAMAfMJDDz1E3333nbjNE8kLFy5M9evXp3vvvVc8Jw+XPXnypBj8GxMTY9pP//z582JALE+U9yf8WVSvXl0MIFUGDPuL1NRUMSB16tSp1LZtW7++FwDBBCJLAACf0a1bNzpx4gQdPHiQ/vrrL7rpppto0KBBdMstt1B6erpjuZIlSwZUKLFocAeLPX8LJeabb76hVq1a+V0oMdHR0XTffffRJ5984vf3AiCYgFgCAPgMFkAshMqUKUONGzemV155hX7//XchnCZPnqyZhmPhMnDgQCpVqhTFxsYK0TBmzBinZb/44gvq3r07xcXFUeXKlel///uf0/seOXKE7r77bipYsKAQOT179hSCTYEjW7fffju99dZbVLp0aapRo4Z4/PPPP6dq1aqJ9y1RogTdeeedumm4CxcuUN++fUVELD4+XmzPnj17HM/z/vH7z5s3j2rVqkX58+d3iEcjOMqjTo3xez/77LM0dOhQsT/8mb722mtOy/Dn8uWXXwohytvD77ly5Urau3eveH2+fPmECNu3b5/T6/i9Zs2aRdeuXTPcLgBANhBLAAC/0qFDB2rQoAFNnz5d83mOcvDJ+5dffqHdu3fTjz/+SBUrVnSp6enduzdt3ryZ7r//frrnnnto586d4rm0tDTq2rWriAItX76c/vnnH4dQkSNIixYtEutfsGAB/fnnn7Ru3TohSF5//XXx+Ny5c+nGG2/U3Q8WXPwa3lYWJTyD/Oabbxbvr3D16lX64IMP6Pvvv6dly5bR4cOH6YUXXjBM9e3YsYOaNm3q8hynNFnwrF69mt577z2xnbztMm+88YYQcJs2baKaNWuKqNHjjz9Ow4YNE9vK28hCVIbfi6N8vF4AgIfYAADAB/Tr18/Ws2dPzef69Oljq1WrluM+f/XMmDFD3H7mmWdsHTp0sGVmZmq+lpd94oknnB5r0aKF7cknnxS3v//+e1uNGjWcXp+SkmKLi4uzzZs3z7FtJUqUEI8r/Pbbb7aEhARbUlKS5vu2a9fONmjQIHH7v//+E9vxzz//OJ4/e/aseI9ffvlF3J80aZJYZu/evY5lxo8fL95Xj40bN4rXHD582OW927Rp4/RYs2bNbC+99JLT5/Lqq6867q9cuVI89u233zoe+/nnn22xsbEu71uoUCHb5MmTdbcLAOAMIksAAL/D53ZOG+lFbDgywqkxjvTMnz/fZZmWLVu63FciSxxt4tQTR5Y4osQXTl1dv37dKQVVr149UbOj0LlzZ5Hy47Tegw8+KCJaHBnSgt+Li9ZbtGjheKxIkSJim5XtYDgdVqVKFcd9Ti2ePn1a93NRUmGcBlTDxfEyWuuSl+E0orKf8mP8OSQlJTm9jtOZevsKAHAFYgkA4HdYUHAXlhZc23TgwAGRUmLxwLVHcu2QO5KTk6lJkyZCcMmX//77T6SlFDilJcPiasOGDfTzzz8LITJy5EiRLrx48WKO95O752RYIGYFgbQpWrSoox7Kk3VlZmbqLqOIUa3H1K/j9F+xYsU82icAAMQSAMDPLF68WLTFc82RHgkJCdSnTx/6+uuvadq0afTbb7+JE7rCqlWrnJbn+1zQrIgtLrQuXrw4Va1a1emSmJhouG0cLerUqZOoCdqyZYsoCuftVcPvpa7zOXfunKh1ql27NuUUjkLxvnPdUl7B0TaONjVq1CjP3hMAq4PIEgDAZ6SkpAjfoGPHjomozdtvvy0607hjiwuRtRg7dqyI7uzatUtEg3799VfR/cWdZQr82MSJE8Xzo0aNojVr1jgKl7ngmyM0/D5c4M1RqqVLl4qU3tGjR3W3lYu8ubico1CHDh2iKVOmiAiM0iknwx1zvP4BAwbQihUrROrvgQceEF1//HhOYe8pFmu8zryCPyNOPcrpQgCAMRBLAACfwR1lnNLibjbuRluyZIkQJGwfEBERofkaTodxZIe7tJo1ayaiO3PmzHEysRw9erRosecaHRY1LK6UiA7XCXHnWfny5alXr14iCvTII4+I6AlHbfRgMcYdetytx69hd2teb506dTSXnzRpkkj3sfDjmilOr/F2qtNl3vLoo4+KfVOnyvwF7yOLPgCA58DBGwBgarjuZsaMGcInKRhh0cWF44MHDxZu5/5k+/btQhxyhM5dihIAkA0iSwAAEGAx+NVXXzk5nPsLNsjkyByEEgDegcgSAMDUBHtkCQBgfiIDvQEAAGCEUes9AADkBUjDAQAAAAAYALEEAAAAAGAAxBIAAAAAgAEQSwAAAAAABkAsAQAAAAAYALEEAAAAAGAAxBIAAAAAgAEQSwAAAAAABkAsAQAAAACQPv8H7jEyCLOXVrwAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_NIR_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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XwICUeR7/Fk8dAACA3AOh3r17061bt5Jczoud8nWQMpvP3aM7T1/i6QMAAJBzIHT+/HkqU6ZMkstLly4troOU23jmLp4+AAAAOQdCHh4edO/evSSX88rv7u5mpxwBAAAAOE4g1KBBAxo+fDjFxMRoLnv69CmNGDGC6tevb+n2AQAAAFiN2V0406ZNoxo1alDOnDnFcBgLDw8XdYWWLl1qjTYCAAAAyCMQCg4OptOnT9Mff/xBp06dIi8vL+rWrRu1b98+SXFFAAAAADlLUVKPj48P9ejRw/KtAQAAAJBzjhBYj0qFZxcAAMCWEAgBAACAYiEQkhEXF3u3AAAAQFkQCMkIhsYAAABkHgjx8hq3b9/WnD9y5Aj179+fFixYYOm2AQAAAMgrEOrQoQPt3LlTnI6OjhZFFDkYGjlyJH333XfWaCMAAACAPAKhs2fPUoUKFcTpP//8k4oVK0YHDhwQdYXCwsKs0UbFUBGmjQEAgLzdjXlJt5+8IMUGQm/evBHrjbFt27ZR8+bNxelChQqJ9cYg5Rbti6SEdwiGAABAnhLeqajyxB1UbfJOevH6LSkyECpatCjNmzeP9u7dS1u3bqVGjRqJy+/cuUOZMmWyRhsV415sPM3bfdXezQAAANDrTcI7zelHca9JkYHQ5MmTaf78+VSrVi2xrEbJkiXF5evWrdMMmUHKTd0cgacPAABArktscAD08OFDio2NpQwZMmgu5yU3vL29Ld0+AAAAAHmtNebm5qYVBLFcuXJZqk0AAAAANoGCijKkUqno1uMX4i8AAABYDwIhGZqw4QJVn7KT5u+5Zu+mAAAAODUEQjK0cF+k+Dvpv4v2bgoAAIBTQyAEAAAAJnHGjI0UJUsfPXpULLNx//59evfuQ00BNmPGDEu1DQAAAEBegdD//vc/GjVqFBUsWJCyZs1KLi4umuukpwEAAACcLhCaNWsW/frrr9S1a1frtAjAwrgMvHfaFHV+AgCAkzM7R8jV1ZWqVq1qndYApACXGTh58wk9e/UmyXUTN16gIqM304ErD/HcAgBA6gOhAQMG0Ny5c/FUgmz8dzaaPv7pADX5cW+S69QlCP733wU7tAwAAOTO7PGCwYMHU9OmTSlv3rxUpEgRSpMmjdb1q1evtmT7AJK1/vQd8ffW45d4tgAAwLo9Qn379hUzxgoUKCBWm/fz89ParI17o3g5D09PT6pYsSIdOXLE4L5hYWEigVu68e3A+DATDzGdvv2U3r1zwnmSAACQYipyvu8Fs3uEfvvtN1q1apXoFbK1lStX0sCBA2nevHkiCJo5cyY1bNiQIiIiKEuWLHpv4+vrK65Xw8w244atOkMrj90Sp4c2Kkhf1cpHzhrw4b0AAJByzjJR3OweoYwZM4phMXvgGkXdu3enbt26iWE5Doh4xXuexWYIf9kFBgZqNp7yD4apgyD2i4Ms8eFCH/4b/wmPoj8O3xA9WrefvNC7z/P4t2IJk2/+Pm3ztgIAgIMHQmPHjqUxY8bQixcfvmRs4fXr13T8+HGqV6+e1gw2Pn/w4EGDt4uLi6OcOXNSSEgItWjRgs6dO2f0ceLj4yk2NlZrUypH7ADttyKcRq45S83n7Kdqk3fq3WfdqTt0+8lLraAPAACUWWXa7KGxH3/8ka5evSp6VjhXRzdZ+sSJE2QNDx8+pISEhCQ9Onz+4kX9a3Jx0UfuLSpRogTFxMTQtGnTqEqVKiIYyp49u97bTJw4kcaNG2eVY3A0T1+8oTcJ7yiN24d4+dWbBHHezdVx+0TfOct/LwCAjblIetedhdmBUGhoKDmKypUri02Ng6DChQvT/Pnzafz48XpvM3z4cJGHpMY9QtybpFQrjtykTpVzidOxr95QibFbqGiQL23oW53kYsOZu2btjzgIAABSHAjxsJg9BAQEkJubG927d0/rcj7PuT+m4N6r0qVL05UrVwzu4+HhITZIdDfmFV2694zyBPjQgSuPxGXn7sQ6dFKf3PuDXr99R+6uLuTqwL1uAABOv/o85+v8/vvvYjt58iRZW9q0aals2bK0fft2zWW84Cufl/b6GMNDa2fOnKFs2bJZsaXO5fdDN6jBD3uozzLrv8bWJO0F4hljcl4OpPR3W+jjn/bbuykAAElg+jyRWHG+Xbt2tGvXLvL39xdPzNOnT6l27dq0YsUKypw5M1kLD1l16dKFypUrRxUqVBDT558/fy5mkbHOnTtTcHCwyPNh3333HVWqVIny5csn2jh16lS6ceMGffHFF1ZroyPTVzco9tVb8XfTuWgKLR1McrLj4j2at9sxZraZ6uj1J/T8dQKduh1Dx288phlbL9Hoj4pSwcD09m4aAIAWxU6f//rrr+nZs2ci4fjx48diO3v2rMil4WKL1tS2bVuR8Dx69GgqVaoUhYeH06ZNmzQJ1Ddv3qS7dz/kizx58kRMt+e8oCZNmog2HjhwQEy9h6S+W3/eod70n4UdoyORj03e//6zV2LYae3JKHIErX4+SPuvPKIuvxouGgoAIGev3iSQ0+UIceCxbds2EVyocWDBFZ8bNGhA1tanTx+x6cO9VFI//PCD2CD5nqBHz19T2IHrFn2qHsXF08Frj6hBkUBK657iUViLOBMVQxUmfBhW1TVnx2XK4utJbcrZNzFe37BddOwro7e5cDdWzOIrkBW9RgAgHzO3XaKZ2y7Tsu4VqUreAHKaQIjzcnSnzDO+jK8D24qOeUWX7z+javkCTK6UPHfnFXoYF09jmhUV57/8/ThtPa+dhK6PuR1CrX4+QNcfvaDetfPSx6WDySutOwX7e1FqXbkfR/1XWi5n6eDVRzRtyyVxOnM6D6pdSH+VcrnmFDWelbjY7OUJjbVKHQAA2NPMbZfF39H/nKNtA2vK9sUw+1OzTp061K9fP7pzJ3GhSxYVFSVWpa9bt66l2wfJqDRxO3VadIR2RTww+bmaujmCFu+/LgIKZkoQpCvy4XPqtOgwnbj5xOA+HASx5UduUb0Ze6jqpB1mPQYHa1M2XaTrD59rXc5B0Nkoy8xc+zzsKPVb8SGo6hZ2lBzJkxdvNKd52A8AQG5Uenq6lx68Lob9X75OcLxAaM6cOSLXhosp8lIbvOXOnVtcNnv2bOu0Emj1ids0cGW4wS87HoIyd7w2/q15b0Bpj1Ptabto7+WH1PKnA8ne7vHz12Y9zpX7z8Q/R/8V4fTTrqvU8mftx4h9mZjAbQnbL96n+8/iyVHJeQYcAADT9yn17T/naPelB2JJJIcbGuPiglw9mvOE1BWdOV9IuvQFWFbU05c08M9T4nSZnBno00o5U/SFuP/KQ+q48LDm/KO41yLASi0OXIL8vcg7rdlvJ4F7feLfvqNyOTPQ4xevxRIZuQN8NGuFmRtIOSr+UOi6WH+P1LHrj6lMjgxGawvJLZkdAEAw8vUUF2+5H7YpZdY315s3b8jLy0vM1qpfv77YwPrazPuwltqTVAQF0iCIdTZzNpKh71ke9grJ6EV7h9Yx+b44uFly8Do1Kxkken3Yon2RWkNvhr7YnbGOBTM2O+yTeQdpfIuimirfas7YIcRlEfJmTkc5M/nYuymKwT3FhyMfU8XcGckzjZu9mwMypkrBZ47cP6bMGhrjhOgcOXKIwoRg2x6h5N5Q0lwRazluJB/o1uOX9Pfx22JtsuTsvHifyozfKhLpjA2tOeOXfGr8fSLK6dcA4l5LLotQc6r2DFCwrjH/nBOB+KC/EnueAUxh6gQduQ/hm50jNHLkSBoxYoSoHwTWp5sozAX2So7bQmH7P/SeMA5CrO3n9z03hgz+65QIbPhNb6x2hDQhOeal+QGcM3zhg34nbhgOtsF6Vh67Jf5uOG3eun0AppB3GJSCHCFOlua1uoKCgihnzpzk4+Njk9XnlYrX+dLFwcPYf89T16q5TboPDkxMjdwtUa+Hh9w4kdpaEvRUwFYSfj13XXpAhXSqTSNHCADkSKVyskCoRYsWNvtShZR58Cye/gmPonxZ0omhhl/2RlKgr6fNnk5jQdCZ2zEpvt/1p+/Q8FVn6JmVk+v2Xn5A1fNbb6mY1OJyBz2WHhen9wyprbk8/s07h8/vkPnnJQCkgLG8Tjn08JsdCI0dO9Y6LQG91qRgOYjPwo6KnhlzqhPbSrM5+1J8W1st/Mp1mSInNpFdwK9uzYGrj/R+wDSetYcODK9r8YKN/4TfoXqFs1Lm9B4WvW8AcGwqE7t65N4jZHaOUJ48eejRo6Q1a3hRU74OLOu/s9EGr/txe2LVTl26QRCkbPFTuVEl8wFzJ8bywe7Ydedo+Ooz1HbBh5mLapvORlPPpcdTlOflqB+YAErn4uJ8/9dm9whdv35d76yx+Ph4un3b+gm7oJ04LcUJyrzulDP6adcVmz6eucUm5fIrjGsvZc/gbbHH2vK+6vi1B9pJ+6zn74nDc9n8PTXLtQCAc1PpfPxwSZc07q6UziNldeTkwOSWr1u3TnN68+bN5OfnpznPgdH27dtFhWmwn0LfbnLap3/KpgibPt6ywzdllyd0KfqZCIKkn0O6IVG1yTs1a45xMNfxl8NUPndGqpArI/194jaNa16UAtKZPsTlYmJOmqnuxb4S6+OVDPEXx9J9yXHy8XCjWe1Kvz8emf90BACNF68TxGcOuz6p6YcriGj6lgiHmT5vciAUGhoq/nLeRJcuXZLUF+IlN6ZPn275FgLYaUiSqzmXy5VRNs//yzcJVP+HPVQlbyaj+zX4YQ/tHFyL/jsTTcduPBHbz3RVMz1a9wMrtfR9xHEQ5uGeNHG74v+2i78b+1an9J7utO1CYo/TlE9K6N1f15HIx5Qns4/eYI6Xn7nx6LmYJCC3/C5HwpXeK+TOSLUKOs7iw2AfV9+vV6nP7B0fevGNhUFy+Fc1OUeIV5bnjQsq3r9/X3OeNx4Wi4iIoI8++si6rQWwIa7mLDe8UK70x9VJPUUuuSp39Sk76EK08WHS5Oo9GSrU+e6dSnvZE51Pud8P3aCCozYZrUlz7MZjvWUQnr0yPCNwV8R9ajP/IJX7fhu91VO4s1vYEREorjv1YUFoMB9Xeje01Iuh99HTF8pYBgdMc+Cq9sxhp0uWjoyMpICAgCSJ0gDOaMKG83TrceKaZ3KkXoNOX6Xv+buvJTsLj4dTuRfFHF8sOSYqg6vpDmeNWntW/O297ITBRGoOplQ6U2iP33istcyKrl0RDzSnJ29KXOdQav+VxEkcSw+av4jj1QdxomAoz5ID8/D7qNR3W8XrB8A6/KK9nJPcmR0ITZ48mVauXKk537p1a8qYMSMFBwfTqVMozw7OhWswdVh4iOQktXk0v74PNjacSeyxWXLwhpiB+M3fp00ay99x8b7W+ciHL2jPpQ9BihRXQT96PekXJBcE5RpX0u7x5D48pW3j14XPc7t5bTIpHgpsMmuv3t6uTWfv0sxtl5IcZ93pu0VwNW2z9gQESJ76fbRgj/HAG+yD3+s9lhwTsz/N8eBZPC09eJ1iX1l/+SaHC4TmzZsnVqBnW7duFavQb9q0iRo3bkxDhgyxRhsB7Ip7V+Tkr2Opm5353frzWue5F4ZnIPIyC2ejYs1OcOSZilxN/Nu1Z/UOd82R5Aro6zlSB0zxb42vU6d7/c6I+6LdvDaZrvN3Y2nj+y9oqZ6/nxBr3O2TBGGmrqcHxh3H8iiyFHHvmZj9ufzITbNu12nRYfr2n3M0bNVpg/ss07nPg1cfmd2Dzv/DfDt7Mnu+W3R0tCYQWr9+PbVp04YaNGggkqUrVqxojTYCOD1zlg1JLmBIDenQ0MYzhmtY6bP00A0qEuSb5PLdlx7Q6hO36ePSwUYeN2nvDecBubt9+K224mjielhq+qb0S/128IZIoG5XIUeS6+7H6p/pJoO8TYfyMO7D8/gw7jXFvHhDG8/epSbFspGfdxq7tg0SvXmbsh7ki9GJyzttOafd46oysIoArxrQ/peU9Z7z7Sw9icOqPUIZMmSgW7cSP5C4J6hevXqaX49YlR6clbWnf3KCsRxwPMZBGefwrDiq/Wvvfuwr2va+rpAhhrrfOZep/ITEGWOmmvTfRfG8c1v0+X7DhQ/t1rPPqVtPadjqM3qHyAy9muG3ntq8ZpUj+16nd5GT2fk9UG3yDlpy8Lrsp00rga1KUoTfNpwrzCsbdFt8RLbDbGb3CLVs2ZI6dOhA+fPnFxWmeUiMnTx5kvLly2eNNgLY3bWHzylv5nRWu3+5rPrNv/Dzjtio97oK76e+p+a+zbFwX6TYfD3daVHX8kb3Lfv9h+RtXW8Skq7Bxl/QnAOxYM9Vaq/TY8Q1q6rny0zFs3+olQb63dPpWeNhGMbrAY7+5xxlSe9JjYoFyurp49eek+PzBKQjV1fn7wM0Jxa9fO8ZPX+dQKVC/JNcFxf/VsxSLRGc9DpT7Ix4QCXGbqGmxbPR7PaJdcOkHsXFUyYzapzZtUfohx9+oD59+lCRIkVEjlC6dIlfDnfv3qWvvvrKGm0EsLu3Cdb9VfXOxr+cLxqYWv/1ctus52aO2FdvqXUypQz0TfOX1h7Sxc92/5UnRdJ1nem7k1z/+P10cA6i/j11h+4/k8dafZZ07UEcHb72iKZtTnmx0rTuxr9COOCQm+lbLlG9GXtowsYPPYrOzNTPlnfvVKL8ROjc/Xp/tHy2+KhYh3H2jsupirg4uV5fLh6XbXCYHiEunjh48OAklw8YMMBSbQKQHWt26fJQFM90sqVGM/eSUnz+2zEKLRVEWf08tRK1OX/IEHVHwS97r4keIi7geGxUYhqAM+CCl/oCQHNxBXNHM2fnFc0kgW8/KpKq++Ik33/Co2h4k8Lk52VeTtTINWfo6cs3NKd9aYsVAOXlLjiXrmWZYMrqm/h+V+kEO+peMK7yzm12d3URQciv+yO1qtjrOvJ+9if30qY6z/FN0v89fbXBZBsISZfakOIX0tPTUwyPYakNkKM/v6wschhS4uLdWCpvpSrT5s7mAPOtDdcusmgsCGKu77+Ytl+4n+ywHg+1cGJp/izptJK75exFvGXW0pNDVWBr4aKhGX3Sas6P+/ecyDtb0aOypidMnRzMAeH40GIm3zcHDX8cTvy/H1S/AOWRDLv/fTxxVugnZbOb3ea+K06KBGaenLB1YM0kHTV5RmwUSclcO6zm1F3isvQe7mIoU6rDQvPrAJ28ZXo9wfl77Nf7Y5FAiJfa4KBHNwlOfRn/rVatGq1du1YkVgPIhZuRfIA8AT4iD8gQ3RwTS5JOIwd5MOcLfuHeSDHM8lGJbDSnQxlyBJYIYM7fiaWtySTPS+s3RT19RZ9X016Pct7uqxT36i31qZNP7/8YJ7pz0nydQlmoRgHbrf03e/tlmr71Ek34uBh1rJhTXLZ4/3VNL2Hv2tr5sDfNmDLOvcsbJTmBPPTLvVMNi2YlX680NPivxHp8jYsFko+ZC5mqZ3Fdvh8n8n3yZ02vd2qAtBbYM50gKKX+0fmxYUo7peyZVm/2zxfOCypfvrz4GxMTIzY+zVPneTr9nj17RBK1vuEzsL8OFZNOJVaKYsG+Wr/wWPjo+mLIY0Pf6rSqV2WDt+X1rUA51D1CUjyUoI8612S9TBLeLbnwMC+Qa0iTH00fXuX6TePXn6dVx2/T4v2RYhiEh2k4yOGhKq5wnljQMkIkzYrK4yqVGK4JO3Bd1KkyZ+gltTgIYiPXnBVFBaW1cabqyalKLrCUdhx0XnREzGaUzrzj56bZ7H1aPXVv36lSdcyc75P42PraY/r9qMg2kuullVWPUL9+/WjBggVUpUoVzWV169YVw2I9evSgc+fO0cyZM+mzzz6zdFvBAtxk3Jd9YFgdqjJph8n7L+xcjs5ExdCs7QaS93Twop6HR9QVwx09fz8uLvP3/hAYlc2ZkT6rmltrrFwNs4CVhStl337yUqtIIC8Yu7Z3VTGjhr/Y+D3hqLOOeEmT5IxYc4YC0qWl7tXz0JqTUbS8eyXKoPNDItnH0XmYQe97O7h3tqhOzSle4kQ9VPzo/Vp2HSU/3Hg2Y8+aeWlA/fxaC/SqRyLuPH0phpX4NpacfcRFBYl40/ZSUvsq6ol20VWueL7+9B3668sqItG+3YJDohcpewYvUaJBSp0fyAn/CZIPmhVHborPtt8+q2BwWJ6DB17XixfJVS8xo9ujxgGtVNTTl2YFNwk2DEAdJhC6evUq+fomLZrGl127llhinafWP3yov3Ir2FehbNxVKj88rBDk70XNSwaZvGhmvSJZxcb1bnSn8RrCY/nGYkFDNTeslRQq53XMlMzQDBaeUcM5FrmHJ5YY2NC3GjkkE+M3LpI48b+LmmEsTgo2ByeaB/l5Jbn89O0YMb1eH3UQpK9njtuQwTsNfVkzrzjf6/fjIpAY1bQw9VsRrqlUvGtwLcqR0TvZQPV5/Fu68eiF3kKgxtx+8oJ6/3FCc56HotSJyFw/idvASn63xWBFd30azPiQwK5+3nnGZOTEJlopKerk6v9tvCB6zAzhnjZdVSftoMENCph4pIkm2mCGnT1/bJr96V62bFmxlMaDBx/WFuLTQ4cOFUNm7PLly5rq0yAP1fMHiA+LduXlOTT2TaNCSS7THcZKzT8Qfyiasn9Ihg/72SJHSK4FxsCwS+9r5bCmP+5TzFM1f881+uuYdnVvU/RfmRigSF25H2dytXJ9y6ewhXuv0X9no0U9KHUQpFZr2i5qOHOPCFikpOvbsaJjNoshPq5+zjjQ+OK3pEu26Ko2eSeduh2jddnkzRdFErKhAM8UXMPHUGDO98092XxcXNaBcdCVEtzbae5rb22Glr2RZSC0aNEisQJ99uzZxQwx3vj09evXaeHChWKfuLg4GjVqlDXaCyk0sWVx+qJ6HqMJw/bQuXJO2jm4FoW8D1SkPwBNrUprqE7GYkkRPp4iasr9tjIwU4OnyFqDtIsfiHIHyD8Xq8H73AtHltIR8iF/G153yhy6w0PmJuXy7C1pZXF9uJeGAxYeMnv64rUYRupoYDZUl1+PUIs5+0RP37YLpiWA65q/+5pmJpalcV4S3/fmc/fo0r04+mbVaVEMNKWjVrrL1cilpIPDDI0VLFiQzp8/T1u2bKFLly5pLqtfvz65urpqZpaBfHCgkV3S08HDUHJJ7Mzgndbgl5++/3HOKzh3R7sYoKEPg9qFsui9XPpc6JIGTFKZ01un4qlHMgXpnE3v2nlp7k7DU2dLh/hTpJHZe4bwcFWuYRs055uVDBKFEEG/1P4ckubH2EOLuftN3tfUvEPdHh45W33COj/M5DZBwWaPnaIbubpSo0aNqG/fvmJr2LChJggCeRjfoqjmdBo37TcYT/HVXVZALm/+2gUTgxfvtG5aw1mpTuaTPAwvnTClVQmR/Jlce9TyZ7FObpVcc9c5kEgJ3donuoFech92nmkN95CZWqelUdFAvSX8wXIaz3L8XjGQF5UdH9vsHiG2fft2sd2/f5/evdOe8vbrr79aqm2QCqGlg9/PdiDK5JO0N0P6fZQrkzddf2SdpF2u6KtbzE5KtwOmRakg8vdOQ0WD/MSMB17AUTp2zOt96fYIFQ/2SzK+PLC+8WTANuX157AZ+p621cKFcrDkswqiZktKelSmtS5Ja09Giam/jJPZxzQrQhVMXHC1QZGsSWa5qHmkMGF9Qaey1GNp4ixBSL1Oiw5b7fMCwB7M/mQZN24cNWjQQARCPDPsyZMnWhvY3/TWJSm9Zxo6MrIuHRxeh7z0/MqWBiCb+teg7YMSq5BaWlx8gtEaPLqzOng2RK2CWcRQFOcNLf28AhXO5kuBvp504tv6lM4zaexer3DSIbC+dfNr36+J7TUYCFkpDpLbtPwhDQumunDdp5USC9Cpe4B44U1Tubu6aiXJVzBSzZuL3XF7531qvIgh3x/P7uLKz5AoNUs66CuGB+DIzO4RmjdvHoWFhVGnTp2s0yJItQKimigZ/QL6uk5+2nQ2mtqUCxEzorinxSetW5JZC1zRtViwn6iLYUyT4oG08Ux0ksu5bsa1hx9miHBpemnhLH785D6wN3xdTfTHcKK3vhQeYyNjPEyy6Vy0ZrptcgwN3Ry7/pjyZ00nnlNLJpzLIRDiYLnyxMQ8Cq5uawgHE6bMkhrRpLBmSm+gr/Hcqm5Vc2kq9upTIDCdZo0jqeOj6plcKyaxZo0fdauaW9TGAdNnbQHYij0/C80OhF6/fq1VTBHkYWyzIjT238Q6Fab82OMF+Y6MqKfVI9O8VHCSda8mtSouvvyNBUJHR9ajTD5pKc+ZxNoqUiVD/GjP5Q+lFnRHmExJQpa2UV+gIp01ltbNlf7q+aFC9NyOZUT5e1NnIxkKhH7ccUVs/KXKvVPB/l4U5O8pah9l8/ei4PenefP1NH3xxTc6Q8u2xr1ppvTYnBrTwORFJTnY/aVzOVEPSrdnTve15wKW0kBI9+k39HoYC4LUw5hdKucUr33J7P5al1tT0x/3irwong3okcb1w2n+m0ZyOtnr+byB0+5uIu8vNb06v9hgOjSAORLs+FlodiD0xRdf0LJly+jbb7+1TosgWTxc1GnREXH6p45lqER2PzETSh0ImfpFrDssNbRhQa1AqGzODHq/JPcMqU01pu4Up7miqbFghpOMC2RJT9cePNf0HBnLGUoO5xAtOXhDa5hDerxfVM9NJUMSv/gYBy7mTMk21NnDARYHXJz7wpVZeTOEFzFMDIo+BEeJgVPiZRyEqgs0quuB2ErpHP508uaHqcsjmya/+jYnlpu7snb9IlnFpot7HqXPNfcY8mvJU531kQZCpvbEqXsIx7UoZlLPYc0CmTV1ZNQufNeICo9OWowuObr5a9bCT4vRICqZQGvDGXnMGgVQ48raDhMIvXr1SiyxsW3bNipRogSlSaP9ATljxgxLtg/08Pf6kEPRpHg2rURVrpeRI5Nps6106ZbP5/L6avxFrv7yl95/cl9NgX6eIpcjg08aUcwxb5Z0mkBofqeyZreRl8HYPaSWCCakieFDV1mmvomhX9mXJjQWs9O4eBs/D3ckGy8mKU7HcL2SN2IRw4h7z8SmD3+fc/s5MOLZcbY09ZOSYsbPm4TEqICDxORm3ekLdI0FL/qs/qoKnbjxRFQOVxfY42Ue+PnmVbLVU991n33py9G0RDax4GWlPJn0PoZnGld69ead4Rwnnb53niTAi1x+H1qMqk/ZqenNOjy8rsirS8kkAl4OgZP849++o3j1X7ElUPwbyWlxveS0CftLh5T5UPhYeQMAGwdCp0+fplKlSonTZ89i1Wx74Fo6/GHPwYmxqcupJf01zvkx+npBpF9U3F2v/oKV3gcnq05sWUJzGSc/c+DAv8RTImcm7R4e/vLS1x5LE8Nifp5i494yQyX778ZIgqP3vUeJp1+J6/g5uhvDpw0vaGlNQxsWEguFck9iShkqYmlImRwZxJYcfm9w75u+9yDnsnFivyG7BtemkzefUIOigXqvV+n8Dy37ohL5eSf+kGtZOphWn4yi/31cXPOD4M+elWncuvNm9Z6k9D1tCl7C4XWCZQIrY3lZAEpjdiC0c2fiLyd7mTt3Lk2dOpWio6OpZMmSNHv2bKpQoYLB/f/66y8xjMeVr3kNtMmTJ1OTJk3IkYn1bD6rYP3HkXwJmVKqRzcISryPpPtx8jMvLmjJ9bs4SOGejer5Lf9FNLxx0uU/DPHxcKd8WdKLzdCX2cO4xF4lDoQ4QEquQm5KXRzfSO9aQ59Vyy0CgRLvhxClL1FaN9N6qPiVXvNVFTpw9ZEo/f/nsdsmt4t7obhoojQx++y4hqJIHwchCzqXpV6/nxBJ16dvm16BmAPUxpIeUl3eaT983G3oW13rOu5NHVC/gKbCOeNhYQ6M1IEQD0lff/hcDL02n2N6QT9L/t97urq9X+7FvKFKfRAMASSyyDcRL1nw33//0SeffELWtHLlSho4cCCNGTOGTpw4IQIhLubI9Yz0OXDgALVv354+//xzOnnypKh4zRt6skwj7V3hL3C9+6SgRi1/oFt6EdMjI+rSql5VDA6bpIapM85MPfYsvp5UOkcGMazJy55YC39hzmxbitJ5uCcJGqvkC9Bczm3ipOauVXLpHVYtGJg0qOMOIT4GXlG77fv164oFm7Zw5Z9fVqapn5TQWsCT26IegiuR3Z/2D6sjhsJ61Mgjej65InVq8bAczyIc1/xDsVE1fg6kQZAa9xhxccmS2f1EkN2pci7Rvq0DaoieTg6O1EZ/lHy+lVy42amSJ7+eljKscSFqVUZ/Lzj/AOP3jy65FJIFeUlRQUU1XnOMCyjydHpeeLVevXpkTZx/1L17d+rWrZtmKv+GDRtEG4YNG5Zk/1mzZokK2LxILBs/fjxt3bqV5syZI24L5vQIqVK0mr21Vm3XN4vI1OnUyfmyZh6xbhCT29ps5uL8KV5SJd/I/95fov911FeAkqfVc84T5zKpcaItD6+UkwwN8jAhBy6ZTXz+OeBpnUzZBDV+Tfd9UztVM6SkQ6jzUpCXpq9Kdf6s6UVdK8bt47wgQ72AcmTr3DTGASUHQgssMGONexDVgfyqEx96Izk45dzG9V9XF693vcK3KfLBc7oY/Uz0hPIPJX4rqYt2crFPXmiZ3+M8/H808jF1MLAeGTgvswOh+Ph4+vvvv8Xiq/v27aOEhASaNm2a6HXx9TXtF2FK8LT948eP0/DhwzWX8bIeHHwdPHhQ7234cu5BkuIepLVr1xo9Pt7UYmNtMwtEjqQxgG5C7bo+VcWQQd86H6ZHZ0nvQfefJT53f/esLIbKeKjIkUmn4ittDZ9sfl5ik9rcv4Z43XmxXCndfDVLskQQZE3G1q6Tq49KBolyEOZQJ6On1I/tSomexJyZvMVfLm1gaL0/dWVyfbh3TreXU00dnKp9XDppjxEPd04ILSaGp3VfO+4p5VIRJcdtMfGowBmY/HOdg5CvvvqKAgMDaebMmWKI6datWyIY4eDCmkEQ4yrWHHRlzao9JZfPc76QPny5OfuziRMnkp+fn2YLCTHtl6szkn5I9KyVVzP9nfHwwPDGhbUCHWkF63K5MlLlvJYfprIJyWewKQm+jiV1QUWuAB8xHMaVy8FxpaSntn8948vWGMOxLAe0PAS5fWBNsRD0pe8ba+3DFeh58VweolVrUy5pIKMbnPu+rzaf10gF+6TtcTEYwOorFWHKRBQvkbsFjsjk/4aKFSuSh4cHHTp0iI4ePSoWW9UNMpwB9zjFxMRoNg72lKR79dya4YuvJHkZvBgq5+HMaW94OYMva+Q1uOSFI5FBsedkdaxoPNeBC1w67tGBtXFepzkWdi4nAhQOTKZ8UoJqFzRtUoI6J2eAJIhyd3MVQ848dMWBj5p6tqC0A3BMs6T5XPpKM3C7Fne1zgQSXsuQk+n1raOo1q9ufvqnT1W9dc9A/kwet6hbt64YDuPEZF5eg3uBbNllHRAQQG5ubnTv3j2ty/k891Lpw5ebsz/jYI83peICe1/Xza+3KCMn+RrTvkKIKNgnLZoHyfuuRVEa/X6B3NTiL6y14VHig1lN5iNL4ABD5Lx4LpvySWJAsPW89ueqIVyjiQOoAllN/0yQfq9wjzMn4Z+NMpyiwLlZ6nZZCs+qVBfH1JcmyLlIM9uV1tREM7T8z6x2pUVeEi8eDU7QI7R582Y6d+4cFSxYkHr16kXZsmWjfv36ietsERClTZuWypYtKxZ7VeOV7/l85cr68zj4cun+jJOlDe0PicxZIkKK3weiDoykrg8kj6tvW0K9wlnFF9acDmVEMq8+GX2UG+RDyqz8snKKZ51xgMCzDo19R7R+P+xkaOitk2QRX1vhGlNqLd/PTJP2CpmygG+v9+kEbcuFiB40npnJOXbm+KaR6aU7IOXMymTlfJnRo0eLjQOKxYsXk7u7O7Vo0UJMneetTBnjK0GnBic+d+nShcqVKydqB3Gu0vPnzzWzyDp37kzBwcEiz4dxoFazZk2aPn06NW3alFasWEHHjh0TlbEB5MJSa2CNba5/+jZ/CXHNn5dvErRWdgcwBScv6xraqKBYloTfU6nFQ21DGxXSlE/goShjJTr61MlH1sZlE3hm2tmoGKqQK6MmT6hwtvS05MANUXNKlzTnKHJiE03wx3lRi7t9GLbL5udpcjFVDqYmb7pogSMCY1I8pad+/fpie/LkCf3+++9iCjsXK+SEZmtp27atmKbPgRgnPHOF602bNmlylW7evCmSt9V4cVheF23UqFE0YsQIUVCRZ4wVK6a9BhFAavInUiuHnvo1KWGs2VzzB0DNlF786vkDxGxR9aK1UnkypxOBQt4RSRdaTklbpMu4cLmHF6/fatYMlDaV14CTTsqwJp6ZpluXrGiQH03+5EOVfOn/HtftOj22gQgczR0lOTyiLlX834fRC17ehRPKdZkTRIHpUj23OUOGDPT111+LjYscWlufPn3Eps+uXbuSXNa6dWuxAZjKxnFQiqZfI+UZLBXsD2lYkKZujkiyz9LPKxq9D2vV2OIgQl2kkxWT9BDZKggyl4+Hm8lpBdyjNXLNWfq4dLBYh5FLBejermPFnJpganKr4rT8yC3qUCEH1S2chXr9cYKORD7W7Mv5V12r5KbbT17QT7uuWvzYlMCkQIh7WnLkSL4ip3pYLCoqSgxRgeVhiiYYgqRoSInu1fPoDYRSa1l344GUqTjvkO8rSGfavByMb1GUtl+8LwIXU/G+VfMGiJ5gHjbTxUNwXPxRjYNCaWCo+x3QplwIdXg/i7RT5ZzUbPZ+sYwP+7dPNWo2Z584zVXVc2f2oZ8RLCVhUlZr+fLl6csvvxTT5g3hqea//PKLGHZatWqVKXcLKbDyyw9JfGAd6qrHZXIkHRIAANNUyRtg0fviGlZyw0uuhHWrYHZPFR+LviCINS2ezWhvW8syhjsZuMbSn19WEsvJcGJ28ex+miri/evnF8nXB4bVMautSmBSj9D58+dpwoQJIifI09NTzN4KCgoSpzlHiK/nGWXcIzRlyhSHX9RUrvrXyy8KGYJ18SyX46Pqkb+3YyUWS1dtBwDHlP59gUhDOMjhhYvVC//q5jFx/taPkmVhOP/owbN4cTmTLpkDZgRCmTJlEut8cTDEa3vx0ho3btygly9fivo+HTt2FHWFkITsXLkrSmapdcssiddQ+qhEkJgmv/Fs4oro6nXC4t8mJFvnCUAfDKnKw/jQYmJdNF67zxjOHeIfxEdG1qW7T19p5VDpw1XgUQnegsnSXl5emmnyYBtbBtSgBj/sEacRBzmvQfUL0PStl4zu4+HuRmPfr5wuDYS4PgkAODZz6yVlSe8pNkg99KXLGK/0XcBAYTxwLlzN25xf7ugdBACwDARCjgTffoqmrnALYEn4WFGev3umbHWFjD5pxUw0Z4NAyIFgaEzZvnpfsh/AESZ2gHyVy5WRahYwbeFcJUAgJGOuOlmMSIZVNumU2hr5E6cmW6mmHSjoR1VqkqW/kNS7kTK0bhg4NhcLLgnkkIEQL2tx/Phx67YGhLkdyogZQmHdymtWFO9SOSe1K59Y3wagUbFA8f44OLwungywSD5iSoxsWlhUPpYWP5zVrhReEQegrobNMvmkpWGNC4lK18aonHQo1eRZY7dv36bGjRuLVeCbNWtGzZs3p7p164rzYFlNS2SjJsUDNSXWeUVx3kA5cmbyphuPXhi8nt8btQpmsWmbwHnxMhvfb7iQ4uUweA0uzzSulC8LJnc4im8/KkI3H7+gzpVzUeuy2TXfN5nTeVCPpcrq9DD5ZwAvqsoLnS5fvpzSp09P/fv3FzWEWrVqRUuWLKHHjz+sfQKpZ+6ifeA8eNFGXvARwFqkny78C79bVe0hruR6BnRxLRsEQY6Fq1Cv/7q6WKJD+n3ToGigVg9h2/eV9p2ZWf2hvLJ79erVRfXoiIgIOnz4MFWsWJHmz58vKk3XqFGDpk2bJtYaAwDLQmgMlqIykn+WwTuNWWtngXOb/EmJVN9HSEYvuj6pKTllsnThwoVp6NChtH//frp16xZ16dKF9u7dK3qNACDl9I3DO+HQPMiAbuczeqPBmJR8DpUITlwaqnZBec5Us1j/e+bMmenzzz8XGwAAAChH3zr56McdV/Rep55pJtcgG9PnAWSofcUc4m+ADNc8AwDlUhmYNpYrwMfIbUjWkJEJIEOfVsxBxYP9RNJi41l77d0cUBB5/mYHW1LZ4enmxaTtBT1CADLDvcfchVwqxJ8803yo9QFgKcH+XlqzFAFMlTm9/l5q/rxKTY+QPd+G6BECAFAYDrBPj21Abi4uss3bAHnKnsGbKuTKSEeuJ5bM2Tm4Fr16k0B5MqczeBtTqlE3KxlEDhMIrVu3Tu/l/M/k6elJ+fLlo9y59ZddB4DkSX89ZZH8+uIvLQBL8fVMo/dyr7TohQTjZrQtSdUm7xSneRWE9DrvJV4X8addV03uEWpfIYQ+KpGNHCYQCg0NFUGPbsKU+jL+W61aNVq7di1lyJDBkm0FUBwfD3faPaQWubu5kiuGMMCK5n1ahqZsiqAf25fG8wxGJdeLmNXXU+v8oAYFje5fNV+AXXsmzc4R2rp1K5UvX178jYmJERuf5sKK69evpz179tCjR49o8ODB1mkxgMLkzOSjldMBYA2NimWjHYNriSrRAJbSr25+KhhofOmVRkUD7fqEm90j1K9fP1qwYAFVqVJFcxmvOcbDYj169KBz587RzJkz6bPPPrN0WwEAAMDOXMzYN42bS7JBEPd425PZj3716lXy9fVNcjlfdu3aNXE6f/789PDhQ8u0EAAAABxm/ryLJPZxhGR8swOhsmXL0pAhQ+jBgweay/g0L7XBQ2bs8uXLFBLi/Au1AQAAKJnKjH31hURyiJPMDoQWLlxIkZGRlD17djFDjDc+ff36dXEdi4uLo1GjRlmjvQAAAGBNLtpnhzcuJP5OaZW6BVjrFM5CcmR2jlChQoXo/PnztGXLFrp06ZK4rGDBglS/fn2xOr16ZhmkzPjQYnjqFKpOoSy04+J9+rQSVv4GAPl083xZMy91qZJLb4FXc5bPaFc+B41cc5YcOhB68+YNeXl5UXh4ODVq1EhsYFmd8CWoWHM6lKZj159QpTyZ7N0UAAAt0iAopcNZbq4uVD1/AO29/NBxh8bSpElDOXLkoISEBOu1CEChvNO6U40CmSmtO1a+AQD7KRacOCHK25Timnp6hGQQ25jF7E/ckSNH0ogRI+jx48Ty2gAAAOA8fupYljpXzknr+lTVe71LMqGOzBebT32O0Jw5c+jKlSsUFBREOXPmJB8fH63rT5w4Ycn2AQAAgA0F+nnSdy0sk6+a3NBXckGVbJfYAAAAAGXy80pjdG06lxQmUztMIDRmzBjrtAQAAABkzyutG20bWJN4+UNzcxrlGBilKCvz6dOnombQ8OHDNblCPCQWFRVl6fYBAACAzOTLko7yZE6X7HiYHGaFWbxH6PTp01SvXj3y8/MTRRS7d+9OGTNmpNWrV9PNmzdpyZIl1mkpAAAAgL17hAYOHEhdu3YVy2jwQqtqTZo0ESvPAwAAgHKVCPYzmAxdNV+A9s4uDtgjdPToUZo/f36Sy4ODgyk6OtpS7QIAAAAHsmdIbbr15AWVDPHXXObjoZ1M/UX13JQlvQcN+usUOWyPkIeHB8XGxia5nJfbyJw5s6XaBQAAAA4kRyZvTY/PmGZFqFbBzNSmnPYC7GncXKlV2ewkJ2YHQs2bN6fvvvtOLLfBXFxcRG7QN998Q61atbJGGxWjTTl5vTkAAABSolvV3BTWrYLe9clkNjJmfiA0ffp0sbp8lixZ6OXLl1SzZk2xAn369OlpwoQJ1mklkZid1rFjR/L19SV/f3/6/PPPRTuMqVWrlgjUpFvPnj1JrqZ8UtLeTQAAAFAUs3OEeLbY1q1baf/+/XTq1CkRjJQpU0bMJLMmDoLu3r0rHpt7o7p160Y9evSgZcuWGb0dz2rjHiw1b29vq7YTAAAATMMdFA4XCKlVrVpVbLZw4cIF2rRpk0jULleunLhs9uzZYqbatGnTxHIfhnDgExgYaJN2AgAAgGMxaWhsxYoVJt/hrVu3RG+RJR08eFAMh6mDIMY9UK6urnT48GGjt/3jjz8oICCAihUrJgpAvnjxwuj+8fHxIhlcugEAAICCA6Gff/6ZChcuTFOmTBG9M7piYmJo48aN1KFDBzFM9ujRI4s2kqflc06SlLu7uyjkaGzKPrfn999/p507d4ogaOnSpfTpp58afayJEyeK4T/1FhKinfEOAAAAlmH/gTETh8Z2795N69atE8NRHFDwivNZs2YVBRWfPHkighHudeFCi2fPnhXXmWLYsGE0efJko/voC7xMxTlEasWLF6ds2bJR3bp16erVq5Q3b169t+Hj46KRatwjhGAIAADAObmbM22et4cPH9K+ffvoxo0bYtYYB0ClS5cWGw9VmWPQoEEieDImT548Isfn/v37Wpe/fftWzCQzJ/+nYsWK4u+VK1cMBkJcJ4k3AAAAcH5mJ0tz4BMaGmqRB+cCjKYUYaxcubJY6PX48eNUtmxZcdmOHTvo3bt3muDGFOHh4eIv9wwBAACAfclg0ljKVp+3Nc5PatSokZgKf+TIEZGM3adPH2rXrp1mxhivfF+oUCFxPePhr/Hjx4vgiReH5aG9zp07U40aNahEiRJ2PiIAAACQA4cIhNSzvzjQ4RwfnjZfrVo1WrBggeZ6ri0UERGhmRWWNm1a2rZtGzVo0EDcjofhuPL1v//+a8ejAAAAADlJcR0hW+MZYsaKJ+bKlYtUKpXmPCc4c5I3AAAAyJOLvRvgSD1CAAAAAHYPhF69emXwOl4CAwAAAMBRltgwOxDigonq2VdSq1atQhIyAAAAOBSzAyFe0b1SpUqaQojPnz8XtYA6depEI0aMsEYbAQAAwAkVCkzveMnSP/30EzVt2pS++OILWr9+vRgOS5cunZi2zut5AQAAABiz/utqtPvSA+pWNTc55Kyxxo0bU8uWLcUaZLzmF09JRxAEAAAApigW7Cc2hxwa40KFXOmZe4M2b95MQ4cOFUtv8F+u5QMAAADgKMwOhEqVKkW5c+emU6dOUf369en7778Xq7uvXr2aKlSoYJ1WAgAAAMghEOIcoRUrVpC/v7/msipVqtDJkyfFjDIAAAAApw2EeHaYPunTp6dFixZZok0AAAAA8kyWXrJkidHCSIYCJQAAAACHD4T69eundZ4TpHmhU17k1NvbG4EQAAAAOO/Q2JMnT7S2uLg4seo7rwa/fPly67QSAAAAQK6LrubPn58mTZqUpLcIAAAAQM4stvo8F1a8c+eOpe4OAAAAQH45QuvWrdM6r1KpxDIbc+bMoapVq1qybQAAAADyCoRCQ0OTzBTLnDkz1alTh6ZPn27JtgEAAADIKxB69+6ddVoCAAAA4Kg5QgAAAABO2SM0cOBAk+9wxowZqWmPYuTPko4u34+zdzMAAAAUzaRAiNcRMwXnCwEAAAA4VSDEq8uDZWXwTqt1PnsGLzzFAAAAcs0RunbtmpgqD5aROb0HnkoAAABHCYS4evSDBw8059u2bUv37t2zVrsAAAAA5BMI6fYGbdy4kZ4/f26NNgEAAADYBKbPAwAAgGKZHAjxjDDdWWGYJZYKOhPskH4FAAAg48rSPDTWtWtX8vBITPJ99eoV9ezZk3x8fLT2W716teVbCQAAAGDPQKhLly5a5z/99FNrtAcAAABAfoHQ4sWLrdsSAAAAABtDsrS9oCQTAACA3SEQAgAAAMVCIAQAAACKhUDIXrA+LQAAgN0hELITxEEAAAD2h0DITlCMEgAAwP4QCAEAAIBiIRACAAAAxUIgBAAAAIrlMIHQhAkTqEqVKuTt7U3+/v4mr482evRoypYtG3l5eVG9evXo8uXLVm8rAAAAOAaHCYRev35NrVu3pl69epl8mylTptCPP/5I8+bNo8OHD4sFYhs2bCgWjAUAAAAwea0xexs3bpz4GxYWZnJv0MyZM2nUqFHUokULcdmSJUsoa9astHbtWmrXrp1V2wsAAADy5zA9QuaKjIyk6OhoMRym5ufnRxUrVqSDBw8avF18fDzFxsZqbbbAgRsAAADYltMGQhwEMe4BkuLz6uv0mThxogiY1FtISIhV2oeCigAAAAoPhIYNGyYKCxrbLl68aNM2DR8+nGJiYjTbrVu3bPr4AAAAoJAcoUGDBlHXrl2N7pMnT54U3XdgYKD4e+/ePTFrTI3PlypVyuDtPDw8xAYAAADOz66BUObMmcVmDblz5xbB0Pbt2zWBD+f78Owxc2aeAQAAgPNymByhmzdvUnh4uPibkJAgTvMWFxen2adQoUK0Zs0acZqH1fr370/ff/89rVu3js6cOUOdO3emoKAgCg0NJblBqjQAAIDtOcz0eS6M+Ntvv2nOly5dWvzduXMn1apVS5yOiIgQeT1qQ4cOpefPn1OPHj3o6dOnVK1aNdq0aRN5enra4QgAAABAblxUmLdtFA+n8ewxDrB8fX0t9sT3XX6S1p26ozmfzc+TDg6va7H7BwAAULJYE7+/HWZoDAAAAMDSEAgBAACAYiEQshMXnYqKKCwNAABgewiEAAAAQLEQCMm0hwgAAACsD4GQnVTPb51CkgAAAGA6BEJ2EuSHWkYAAAD2hkAIAAAAFAuBkExg1hgAAIDtIRACAAAAxUIgZC+YJQYAAGB3CIQAAABAsRAIAQAAgGIhEJIJFans3QQAAADFQSAEAAAAioVACAAAABQLgRAAAAAoFgIhAAAAUCwEQnbiolNICJWlAQAAbA+BEAAAACgWAiEAAABQLARCAAAAoFgIhAAAAECxEAjJBOpKAwAA2B4CIQAAAFAsBEIyoT2ZHgAAAGwBgZCdZM/gZa+HBgAAgPcQCNlJSEZvez00AAAAvIdAyI4C0nnY8+EBAAAUD4GQHblIEoMwawwAAMD2EAgBAACAYiEQAgAAAMVCIAQAAACKhUAIAAAAFAuBkEyokC0NAABgcwiEAAAAQLEQCAEAAIBiIRCyI6wvBgAAYF8IhAAAAECxHCYQmjBhAlWpUoW8vb3J39/fpNt07dqVXFxctLZGjRqRPCFbGgAAwNbcyUG8fv2aWrduTZUrV6ZFixaZfDsOfBYvXqw57+GB9b0AAADAwQKhcePGib9hYWFm3Y4Dn8DAQCu1CgAAAByZwwyNpdSuXbsoS5YsVLBgQerVqxc9evTI6P7x8fEUGxurtQEAAIBzcupAiIfFlixZQtu3b6fJkyfT7t27qXHjxpSQkGDwNhMnTiQ/Pz/NFhISYrX25czkbbX7BgAAAJkHQsOGDUuSzKy7Xbx4McX3365dO2revDkVL16cQkNDaf369XT06FHRS2TI8OHDKSYmRrPdunWLrGVmu9Ka0x7ublZ7HAAAAJBhjtCgQYPEzC5j8uTJY7HH4/sKCAigK1euUN26dQ3mFNkqoTrY34t+7liGJm26SHM7lLHJYwIAAIBMAqHMmTOLzVZu374tcoSyZctGctG4eDaxAQAAgO05TI7QzZs3KTw8XPzlHB8+zVtcXJxmn0KFCtGaNWvEab58yJAhdOjQIbp+/brIE2rRogXly5ePGjZsaMcjAQAAALlwmOnzo0ePpt9++01zvnTpxPyanTt3Uq1atcTpiIgIkdfD3Nzc6PTp0+I2T58+paCgIGrQoAGNHz8etYQAAABAcFGpVChpbARPn+fZYxxg+fr6GtsVAAAAHOz722GGxgAAAAAsDYEQAAAAKBYCIQAAAFAsBEIAAACgWAiEAAAAQLEQCAEAAIBiIRACAAAAxUIgBAAAAIqFQAgAAAAUC4EQAAAAKBYCIQAAAFAsh1l01V7US7HxmiUAAADgGNTf28ktqYpAKBnPnj0Tf0NCQiz12gAAAIANv8d58VVDsPp8Mt69e0d37tyh9OnTk4uLi1UiVg6ybt26pZjV7XHMzv864zV2/teY4XV2/tc51oG/o7gniIOgoKAgcnU1nAmEHqFk8JOXPXt2sjZ+gznamyy1cMzOD6+xMuB1dn6+DvodZawnSA3J0gAAAKBYCIQAAABAsRAI2ZmHhweNGTNG/FUKHLPzw2usDHidnZ+HAr6jkCwNAAAAioUeIQAAAFAsBEIAAACgWAiEAAAAQLEQCKXAnj17qFmzZqJIExdZXLt2bZIiTqNHj6Zs2bKRl5cX1atXjy5fvqy1z+PHj6ljx46iLoO/vz99/vnnFBcXp7XP6dOnqXr16uTp6SkKWk2ZMiVJW/766y8qVKiQ2Kd48eK0ceNGmx/zmzdv6JtvvhGP7+PjI/bp3LmzKETpqMec3Gss1bNnT7HPzJkzHfZ4TT3mCxcuUPPmzUVtDn6ty5cvTzdv3tRc/+rVK+rduzdlypSJ0qVLR61ataJ79+5p3Qfv37RpU/L29qYsWbLQkCFD6O3bt1r77Nq1i8qUKSMSNPPly0dhYWF2OWZ+vfr06SNqifH/cpEiRWjevHla+zjSMU+cOFG8ZlwgltsRGhpKERERdjueuXPnUq5cucR7u2LFinTkyBGbHzP/n3799ddUsGBB8RrnyJGD+vbtSzExMU57zLrfV40bN9b7/nekY04VFZht48aNqpEjR6pWr17NC5io1qxZo3X9pEmTVH5+fqq1a9eqTp06pWrevLkqd+7cqpcvX2r2adSokapkyZKqQ4cOqfbu3avKly+fqn379prrY2JiVFmzZlV17NhRdfbsWdXy5ctVXl5eqvnz52v22b9/v8rNzU01ZcoU1fnz51WjRo1SpUmTRnXmzBmbHvPTp09V9erVU61cuVJ18eJF1cGDB1UVKlRQlS1bVus+HOmYk3uN1fh6PqagoCDVDz/84LDHa8oxX7lyRZUxY0bVkCFDVCdOnBDn//nnH9W9e/c0+/Ts2VMVEhKi2r59u+rYsWOqSpUqqapUqaK5/u3bt6pixYqJ98vJkyfFYwYEBKiGDx+u2efatWsqb29v1cCBA8Uxz549WzwHmzZtsvkxd+/eXZU3b17Vzp07VZGRkeK14bbwcTviMTds2FC1ePFi8X4LDw9XNWnSRJUjRw5VXFyczY9nxYoVqrRp06p+/fVX1blz58Rz7e/vr/V+ssUx8/9Sy5YtVevWrRPvaT7u/Pnzq1q1auW0xyw1Y8YMVePGjZO8/x3tmFMDgVBqn0CdN8+7d+9UgYGBqqlTp2oFCh4eHuKLjvEbhm939OhRzT7//fefysXFRRUVFSXO//TTT6oMGTKo4uPjNft88803qoIFC2rOt2nTRtW0aVOt9lSsWFH15ZdfqqzJWGCgduTIEbHfjRs3HP6YDR3v7du3VcHBweLDJmfOnFqBkCMfr6Fjbtu2rerTTz81eBt+n3OQ9tdff2kuu3DhgrgvDo4Zf5i6urqqoqOjNfv8/PPPKl9fX83zMHToUFXRokWTPDZ/uNv6mLkd3333ndZlZcqUEcGTMxzz/fv3RVt3795t8+PhH0u9e/fWnE9ISBA/KCZOnGjTY9bnzz//FF/eb968cepj5gAnODhYdffu3STvf0c/ZnNgaMzCIiMjKTo6WgyHqfEwAncHHjx4UJznvzxUUq5cOc0+vD8v53H48GHNPjVq1KC0adNq9mnYsKHo3nzy5IlmH+njqPdRP449cbcyd7XycTrjMfMadJ06dRJdxUWLFk1yvTMe74YNG6hAgQLi8bmbnN/T0q7048ePi2FSaXt5SI+HGqTvfR7ey5o1q9bx8HpG586dk9UxsypVqtC6desoKipKDCHs3LmTLl26RA0aNHCKY1YP/2TMmNGmx/P69WvxWNJ9+H+Dz9v6mA3tw0Pa7u7uTnvML168oA4dOohhq8DAwCS3cfRjNgcCIQvjIIhJ3zzq8+rr+C9/kUjxPxy/SaX76LsP6WMY2kd9vb1wjgHnDLVv316zNo2zHfPkyZNF+zmXQB9nO9779++LfJlJkyZRo0aNaMuWLfTxxx9Ty5Ytaffu3Zq2clCnDn71tTc1x8wfwC9fviRbmj17tsgL4hwhPjY+dv7i4ADW0Y+Zg9v+/ftT1apVqVixYjY9nocPH1JCQoLN39v6jlkXt238+PHUo0cPzWXOeMwDBgwQgX6LFi303s6Rj9lcWHQVLIp/TbZp00b8ev7555+d8tnlXzizZs2iEydOiF4vJeAPU8YfmvwBykqVKkUHDhwQycM1a9YkZ8SB0KFDh0SvUM6cOUVyNScSc3K17i9hR8PHcfbsWdq3bx8pRXLHzF/gnBzMwe/YsWPJWY+Z3887duygkydP2rVtcoEeIQtTdzHqzrLg8+rr+C//wpbiTHyevSDdR999SB/D0D76ujltGQTduHGDtm7dqrVSsTMd8969e8Wx8HAB9/Lwxsc8aNAgMTPC2Y6XBQQEiOPkLwipwoULa2aNcZu4K/zp06cG25uaY+b3E8/qsRX+RTtixAiaMWOGmFlWokQJMYOsbdu2NG3aNIc+Zj6O9evXi6E+7u1Ss9Xx8PvJzc3Npu9tQ8es9uzZM9HjxzOt1qxZQ2nSpNFc52zHzEHQ1atXRc+f+/vPMMYzBGvVquXQx5wSCIQsLHfu3OIF3r59u9avDM4LqVy5sjjPf/mDhnsWpG9M/tXNeRfqffjXJwcXahxc8BTPDBkyaPaRPo56H/Xj2CMI4jIB27ZtE1NvpZzpmDk3iKe9h4eHazbuIeB8oc2bNzvd8TIeLuHpuLpTcDlfhntKWNmyZcWXh7S9vD8HStL3/pkzZ7SCRHXQrA6y5HLM/LrwxjkNUvzBru4hc7Rj5p5a/nLkL3p+P/LnlZStjoffT/xY0n34OeXztj5m9Wc0531xu7i3hKd5SznbMQ8bNizJZxj74YcfaPHixQ55zKli72xtR/Ts2TORbc8bP4U8/ZBPq2dI8fR5nh7IU2xPnz6tatGihd7p86VLl1YdPnxYtW/fPjFdUzq1mmdv8NTqTp06iVlJPAWRpynqTq12d3dXTZs2TczsGDNmjNWmVhs75tevX4sSAdmzZxdTNXkGgnqTzohypGNO7jXWpTtrzNGO15Rj5inm/NgLFixQXb58WTNVlksDSKde8zTdHTt2iKnXlStXFpvulNwGDRqI9wpPs82cObPeKbk8TZ+Pee7cuVabPp/cMdesWVPMiuHp89wunpLs6ekpZvw54jH36tVLlPbYtWuX1v/pixcvbH48/H7n2bRhYWFilmWPHj3E56Z0lpItjpnLWPBMzOLFi4vp89J9+Fid8Zj1IQPT5x3lmFMDgVAK8Iciv2l0ty5dumim0H/77bfiS47fAHXr1lVFRERo3cejR4/El2K6dOnEdMRu3bqJD2UprkFUrVo1cR88xZEDLH3TPAsUKCCmevIH9oYNG2x+zFxfRd91vPHtHPGYk3uNTQmEHOl4TT3mRYsWiXpIHAxwjSSulSXFwf5XX30lygLwB+THH38sPoClrl+/LuqWcM0krksyaNAgzTRlaVtKlSoljjlPnjwiALHHMXPbu3btKqb78jFzaYPp06eL/3FHPGZD/6fSx7Ll8XAwzUEX78PTrLnmlq2P2dB7gDf+bHPGYza1fMR1Bzrm1MDq8wAAAKBYyBECAAAAxUIgBAAAAIqFQAgAAAAUC4EQAAAAKBYCIQAAAFAsBEIAAACgWAiEAAAAQLEQCAEAAIBiIRACUCgXFxdau3YtyRkvANm/f3+bPNa3335LPXr0sMljOZp58+aJhWcBnBEqSwM4ka5du9Jvv/0mTvOK0hkzZhSrprdv315cJ11ANDo6Wizu6uHhQXL1+PFjsQgorwhuTfxcFChQQCwyqV5EVu3gwYNUrVo1sTL5hg0byNbGjh0rAlb1wpj2wCvS88KdK1asoOrVq9utHQDWgB4hACfDX9h3796l69ev03///Ue1a9emfv360UcffURv377V7BcYGGjXIIi/XJPDgZy1gyC2cOFCqlKlSpIgiC1atIi+/vpr2rNnD925c4fk6s2bN1a7b15FvEOHDvTjjz9a7TEA7AWBEICT4eCGg5zg4GAqU6YMjRgxgv755x8RFIWFhekdGuOgpE+fPpQtWzby9PQUAcHEiRO19v3555+pcePG5OXlRXny5KG///5b63Fv3bpFbdq0IX9/fxHAtGjRQgRjatwjFRoaShMmTKCgoCAqWLCguPynn36i/Pnzi8fNmjUrffLJJwaHxp48eUKdO3cWPVne3t6iPZcvX9Zcz8fHj79582YqXLgwpUuXThMYGsM9HfqGfuLi4mjlypXUq1cvatq0qdbzx3bt2iWem+3bt1O5cuVEmzigioiI0Nrv+++/pyxZsoig7osvvqBhw4ZRqVKltO6nQoUK5OPjI9pftWpVunHjhni8cePG0alTp8Tj8KZug/o1ad68ubgdP6+ML8ubN68IXvg5Xrp0qVZb+Hbz588XgTG3l58n7vW6cuWKeL75vvgYrl69qnU7fn7WrVtHL1++NPpcAjgce6/6CgCWw6umt2jRQu91vFo8ryStb7XpqVOnqkJCQlR79uwRK07v3btXtWzZMq19M2XKpPrll19UERERqlGjRqnc3NxU58+fF9e/fv1aVbhwYdVnn32mOn36tLi8Q4cOYrX2+Ph4TdvSpUun6tSpk+rs2bNiO3r0qLgffix+3BMnTqhmzZqledyaNWuq+vXrpznfvHlz8TjczvDwcFXDhg1V+fLlE4/PeOXrNGnSqOrVqyfu+/jx42J/boshjx49Urm4uOhdEXvRokWqcuXKidP//vuvKm/evForz6tXLq9YsaJq165dqnPnzqmqV6+uqlKlimaf33//Xaxc/+uvv4rnbty4cSpfX1/xejBezdvPz081ePBg1ZUrV8RzFxYWprpx44bqxYsXYsXvokWLihXgeePL1K9JlixZxP1evXpV7L969Wpx/HPnzhWPNX36dPH87tixQ+u1DA4OVq1cuVLsExoaqsqVK5eqTp06qk2bNonHr1SpkqpRo0Zaz8Xz589Vrq6u4pgBnAkCIQCFBEJt27YVQYG+QOjrr78WX4TSL3kp3rdnz55al/GXf69evcTppUuXiqBHensOgLy8vFSbN2/WtC1r1qyawIitWrVKBAWxsbF6H1caCF26dEm0Y//+/ZrrHz58KB7jzz//1ARCvA8HFGocFPDjGnLy5Elxm5s3bya5jgOamTNnagKWgIAArUBAHQht27ZNc9mGDRvEZS9fvtQ8T71799a636pVq2oCIQ7EeH8OpPQZM2aMZl8pvk3//v2TtLd79+5al7Vu3VrVpEkTrdtxIKt28OBBcRkHfWrLly8XwZuuDBkyiCANwJlgaAxAIfg7kIdF9OFhK07G5aGUvn370pYtW5LsU7ly5STnL1y4IE7z0A0PrfDQDw9H8cbDY69evdIaYilevLgYslGrX7++GIbjobZOnTrRH3/8QS9evNDbRn4sTgCvWLGi5rJMmTKJNqvbwXi4h4eG1Hi47/79+wafF/VQDw/NSfHw1pEjR0SiOePHbtu2rcgZ0sUJ6dLHY+rH5PvhYS8p6Xl+nvj5b9iwoRh+mjVrVrJDeWo8HCfFzwMPq0nxeenzo9teHo5UvzbSy/i1i42N1bodD4saen0AHBUCIQCF4C9DnvmjD+cSRUZG0vjx40VgwLk+0lyd5HAuTdmyZUUwJd0uXbokkmzVOP9EigOnEydO0PLly0UAMXr0aCpZsiQ9ffo0xcfJs8ykOPhL7AjRLyAgQJN/JMUBDyeXcz4TB0G8cf7NqlWrKCYmxuBjqoPNd+/emdzmxYsXizwdzs3hnCSewXbo0KFkb6f7fJpKX3tNOQaexZc5c+YUPSaAXCEQAlCAHTt2iKnhrVq1MriPr6+v6PH45ZdfxJcxf+HzF5+a7hczn+dEW3UgxUnLnBCcL18+rc3Pz89o2zjAqFevHk2ZMoVOnz4tEqy5vbr4sTgwOXz4sOayR48eiR6XIkWKUEpx7xEf+/nz5zWX8eMsWbKEpk+frhXYcc8XB0YcuJmKe6yOHj2qdZnueVa6dGkaPnw4HThwgIoVK0bLli0Tl3MPWkJCgkmPxc/R/v37tS7j86l5ftS4Z497ibidAM7E3d4NAADLio+PF3Vx+Mvz3r17tGnTJjEDjGcJ8YwrfWbMmCF6ZPhLjmsN/fXXX2LmGc9gUuPLeCiGa+rwEBYPG6mHiTp27EhTp04VM8W+++47yp49u5j1tHr1aho6dKg4r8/69evp2rVrVKNGDTETbOPGjaIXQj2jTIpnlvH9d+/eXcx64t4knn3Fs+P48pTi4+VAbN++fWJWm7pd3EP0+eefJwnkOJjk4+7Zs6dJ989T77nN/Nype3w44OPhQMY9cQsWLBCzvzjI4sCOg0r1a5UrVy6xDwdi/DzycRsqezBkyBDRm8evIx/Tv//+K16Dbdu2UWrt3btXtFk67AjgDNAjBOBkOPDhoIa/QHnq+M6dO0X9F55C7+bmpvc2/OXKPTL8ZV2+fHnRK8NBibQAI0/j5mnmnF/CvSXcK6LuaeC8HK6zkyNHDmrZsqXomeAggnsQuLfFEA60+Iu6Tp064jZcwZjvt2jRogaHkHgIjoM6zlHiIS9up+5wmLl4Sjsfm3ooiAMdDiT09WZxIHTs2DERzJiCg0Tu6Rk8eLBmCJJzgtQ5SfzcXbx4UdwvD4lxdevevXvTl19+qXk8fh25HhQPSxnrjeJAjnOMpk2bJp5DDhj5OeNp8anFj8sBHYCzQWVpAEj+g8LFhdasWaPpMXE2HFBxEvaAAQM0ydHWxEni3OOmW+NHrs6dOyeCVc75Sm6oE8DRYGgMABSPAz0enuI8KkvjWVbc08WzwrhHjntWeKhq69atDvO88yw27gVEEATOCD1CAEBK7xGyJp6Fx9PiT548KYYKOf9p1KhRYggRAOwPgRAAAAAoFpKlAQAAQLEQCAEAAIBiIRACAAAAxUIgBAAAAIqFQAgAAAAUC4EQAAAAKBYCIQAAAFAsBEIAAACgWAiEAAAAgJTq/zz8Pifrq/TzAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J021642.96+004005.7_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: 2MASS_J06164006-6407194_esdL6_Xshooter_VIS_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J230711.01+014447.1_usdL4.5_Xshooter_VIS_Primeval-III_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J223302.03+062030.8_esdL0.5_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "DOI: 10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J151913.03-000030.0_sdL4_Xshooter_NIR_Primeval-I_SIMPLE.fits\n", + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits_SMOOTHED_SIMPLE.fits\n", + "DOI: 10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J130710.22+151103.4_sdL8_Xshooter_VIS_Primeval-IV_SMOOTHED_SIMPLE.fits_SMOOTHED_SIMPLE.fits\n", + "\n", + "Total files plotted: 55\n", + "Total files failed: 0\n", + "Failed files: []\n", + "No DOI = 0\n" + ] + } + ], + "source": [ + "# Test Converted Xshooter Spectra\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "no_ref = 0\n", + "for filename in os.listdir(path):\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " if \"Xshooter\" in filename:\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, ignore_missing_simple=True)\n", + " doi = header.get(\"VOREF\")\n", + " if doi is not None:\n", + " print(f\"DOI: {doi}\")\n", + " else:\n", + " no_ref += 1\n", + "\n", + " # Plot and check\n", + " if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " print(f\"Plotable file name: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)\n", + "print(f\"No DOI = {no_ref}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135216.31+312327.0_esdL0.5_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J223123.44+010025.1_M6_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134852.93+101611.8_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J024035.36+060629.3_sdM7_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J224054.61+030902.0_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J002009.35+160451.2_sdM9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J011840.73+084424.7_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J143517.18-014713.1_sdM9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: SDSS_J133348.24+273508.8_sdL1_OSIRIS_GTC65-13B_Primeval-I_SIMPLE.fits\n", + "10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J075335.23+200622.4_sdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J082206.61+044101.8_sdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J141203.85+121609.9_sdL5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J214816.13+012225.1_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J004716.65+161242.4_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135359.58+011856.7_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J145234.65+043738.4_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J230443.30+093423.9_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J154638.34-011213.0_sdL3_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J020628.22+020255.6_sdM7_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J223440.80+001002.6_sdL1_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134505.85+342441.8_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231924.35+052524.5_esdL1_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J144151.55+043738.5_sdL4_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: WISEA_J001450.17-083823.4_esdL0_OSIRIS_GTC80-15A_Primeval-I_SIMPLE.fits\n", + "10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J130710.22+151103.4_sdL8_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J021258.08+064115.9_sdL1_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J143154.18-004114.3_sdM9_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231924.35+052524.5_esdL1_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J020858.62+020657.0_esdL3_OSIRIS_GTC63-13A_Primeval-III_SIMPLE.fits\n", + "10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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R15/oXk8EM+7ksctJvIT0/fff048//ih6xVy5ckVcbt+23FQIAABca8T83dT3/U10KvkWvbcmgTYWZ0a+33memkxfZVPTOHvlyDIx51OzVG8vrWuZ9o0JCLVwIteRzmIwoowjSpaTCi0HMbJRBrkqgZvZ5SSjIKawTDUxt80su7mSx2ZiZs+eLT727NnT6PYFCxbQyJEj3XRUAAAgdzU9mw5eLNo9OuDjLYYg4r6WMfTHwcuGxnF/T7/LaZkY3v1j6YTu6EyMUoiF3VF5skBBLcAy189FHkxYy8Tk5Fl/XIn85tLUxMgfNys332QpzdU8NogpTXMfAABwrR2nU1VP0lIAw25k5Ykln9goxy03mcu45DkgE5NanOWoWzmU6lYKFQGDFKipCbGQiZGfyniUgTVSkGA8ANL4MT7feIoC/EoWUnJUAjdzO5oKylgTIw98StP/xmeWkwAAwPN9t/O80ef1KodSw6qm3WtX/3PFoT/X3A4ih2Riigt7+zSqQl+NaE+tYo13GdkTxFSPCDZcv6kSxCgzJlIMIQ8m5G/qP11/kuZuOkOfbjhluC1H5bkwW9hrpSbGesdeBDEAAE7F22Cf/elvsyc6cIyz1zJp3/kb5O+no3F9GtA9zavR/JHtqWv9yib3PXzJfCbDkZkY+a6l0pKWaqJCg0yWiwa3iqFX72tqdP9QRWGvXH3ZOIJslcyFye4ktfEAsuvHr5SMOrC8TGVyU9Htisc9mHiTzljpHWNOlqJvjscuJ7Vp08auB+UOin/88QfVqFGjtMcFAFBqU34rGsrXsmYE/adbXZtPyPwH/d4W1amcP5LUtlh/vKiAt3O9aJpwZ8l22wayTEynutG040wqHUtybAd1cwGqI3YnSccqBSDyLr3t60TRoFY16OU//jHcZmmHDgc8vd/bZPbYlKUTUqbEuE8MWQwyclSCGHPBSJ7sdg7WBn22TVw//dY9Ihi1p5CDxzBoIog5cOAAvfDCCxQWZn7AlfwFmTlzplH7fwAAV5GfFP6+YNoEzBxuC7/9dCqtPXaVPnvE9jdu209fo0V7EmlSv0ZUo2J58iVX0op2izaqVsHodvnnz/dtQDu+SKXTKZkiS8Lbj52ZiSnr7iTuBHwyuSgz0aJmhPjIdTGSSmFBJruR1LY4S+pWDqPFYzuJzrryIl+JMtaQloHMNbvjMQNKOfkFNu8yki89JRW/fuzo5XRqXjPCrnpULux1N5sLeydOnCgGMNrivffeK8sxAQCUWoYsxX1Z9kfaGg5g2PJDSfTZI7Z9D6fmn/huH2Vk59ORS2m07gXj3ZTeatOJFHrxl0OkK949LC27SLiG5KV7GlG9ymHUoU6UOMlzcMFN4mpFhzi3JqaMQczRpHQRQFSpEERVw4vqWRpXL2m2FhkSKFYb5JSfK5UvnpeUl68vU8devm/SzWyb/s35hdaDvGzZ9d3nrhcHMWSzzByNZGLOnj1LlSubrnGac/ToUYqJKRkyBQDgKtdkW09t2Q1SWr8fuESvLjsqAhjGmQY+yVg7oXlLXxi56DDjbbb8HPxf93qGzzlDdeZaJl28meWwIMZsTUwZl5MOF88hal6jKAvDasl2VUmFusEBfpStsrVZTUDx8qT6cpLx5wUWamL456kV4+aoBjFmMjGy+8qDHx5uKY6HtJWJsSmvV7t2bbt+MXlgk7+/e7v4AYBvknaWKAMaR+JZNc8tPGDSnj69OKDxtm68nGWyJNpKr5AakUXLbJduOK5ZqdqOHHNbrHnatdqSi+Tk1QyRgWOHirdSc1ZC4ueno9+e6kxzh7c1bBP/d/taNh8rd+0Vx6a2FdpMTYzx7qSij9wVWU2OSjCVb2cwJwU3hd6YiVG6cOECnT9/nrKyskSGpmnTpphZBAAeQR64cFDByw7Bxel8qZgxKMDPaN6MsgiSl4n4xGXO8kOXDbUfs4e1FU3euGfGtVs5FFHedI6Nlv138SH669hVcQJvWzuSluy/ZHIf+fBDNVKt0KWbDgxibMzEJKdn050fbBb1Ld+N6aj6Pf0/2iKCBp2ujShCZm1qRRrdR/n5lHsaif+POsRF2ZGJsb1jr9qMI+UUbYk8QDtxNYN+2HmerqbnlGp5zp7lpKy8fO0EMefOnRNddHmS9MWLF43W8QIDA6lbt270f//3fzRkyBDykzXhAQBwpWuK7AgHFtJMnyV/X6QJPx8UywPrX+gpdmOwTEVaPCuvwGhHihz/7Vv9z1Vx/dneDahOpVBRO8G7mziA4joQLeFlsZkrj9N7D7akzvUqGX2NT6QcwLD/LT0ighG1iclWMzEVHZ+JsVYTw5mI2RtP0z+X08Wy4paT1yg9O08Er6dTbomlwCd71KM76kYZsh5P/bBffOTiY67lsSSonD9N6d+47MtJZKZjr0pNjNlMTH7J4z79w35DYbI9pMewZzmpwMUTrdXYFG2MGzeOWrZsKWpj3njjDVHzwiOxc3NzxTyjFStWUNeuXWn69OnUokUL2rNnj/OPHADAQrdVtZb0q49cFe80edbORdkuj1uKZSDl53J7zt2gC9ezRIOzXo2KagUrFdeEyOfZeCoOwjYcTzYMTRy/6IAY6vfIl7vE0pHcedlgRX5e1QIYVk3W0M3icpIDMzG3rQQxq/65Qu+tPSE+So4ULxV9s/0cbT6RQg9/uZMup5kWyvZvVs0oe1dW0nISBybmCnlt2WJtSxBzUhHASD/bGimbY08mxlxDPY/LxISGhtKZM2coOjra5Gu8Y6l3797i8vLLL9OqVasoMTGR2rdv74zjBQCwiDMvcltOXDMsBZxLzTTczu/Ga0eHqqbpzZ0s2CfrTxpmA0nTi3nbrTNrcEqLAw8+0VSpUBJkzN50mt5ZlSAyELwtXL6c8cOuC/R0r/qGz/+5XFILY6lWQso0mCNlwi46MBPDowzU5BZnB9ReC15q6Vy/klG7fPnYBIn8OXAEed8hXlIKLGd+KKQhiJHdzjU9a49eNVvnkiML6OKrVqCEqxlGGaO8gnzbMzF2BCYeEMPYFsTMmDHD5gfs169fWY4HAMAhw/va1Y6kvedv0JdbztCD7WtS1QrBxkFMcib1bmS6LdtSELPn3HWxLFHOT2d0opPqYKSdSp6A38m3feMvcZ0b+H3879aizmfW6gRx284z1+mnXReMvudMSsnzs3D3BZpc3DRQKS46hB7vXpemLjlC0+9tYvVYpEwM9yWxVm9kb48atUwMT9NWO79KhdccFEjUipblu5EcIdAoiDHulWO6O6kokJBnYnadvS4ukSHq9VZ5suBGWZPFGSVLQbmyONiewl57uvs6C4pXAEDTeFnk5d+PiI/8x1zKxDzWOY6axoSLP+Crj1yhqxnZRltiORNjbvlIrYCS/2C/s+q4uD60XazRMMPQ4vqZW07ccsrHZK6wk207dc2wRMRSM0syEX8eSqKDxVuH1ZaLejcq6gF2uXi5h0/s8gBmZOc4w/WOdaJo+bhu9EiHWrR9cm8a1aXka+ZUrRAkTtychZAvUZXWm8uP0omrt8zW+PR9f5OoeVGSthHLp1SflwW2EkcuJSmXdJR1MWpTrM0FB+ayT3my2hSpzkvCW8HLupxUIbgcdWtgXC8ljlWvsSCGa1/+85//0KRJk+j48aJfZsmNGzfEkhIAgCu99udR+mbHeer2zgbqOWujYbYMnzi5tkGqYzkryzIosw7KfjLyd+qSX/YlisfhxmXP9DZebpCCGEtBRlmLWHu+u5HufH+TYa6PhN+1L96bSI9+tUvMi5LIT9TSUo5ysvHx4vb6Uk8UqTmgNE6AcdbpsU61Dc/lmK51xL+X227EVCxvU/sNXk7hgJJtTCh57NK4kJpFX245a9MWeyUpUybfGs/1TXLWhj2WhjywUO5QUsYBXOvzxvJjdj1+niwwUgYxlroJq2Vi1Ap772xSlT58qJXJ7RwA8uth73ZutwQxP/74I913332ikHfHjh3UunVr+uGHHwxf5yLfTZuK5kMAADgLv0uVn4x3FW+JlQpHpRNVzagQalu7aIcJF6RyszXGnViVmRh58a90wuf6CX7Hf+5aJp1K5utFJxYOYJTjBcKC/J3aN4N3PnHwwkWoXJQqXzoZ9fUemvjLIcO/U3oXr6wN2nU2la5n5RqdNKXlFam9PneD5edWmh00pE1N2vpib9E6/4OHWtHvT3ehu5oWBTP2koIDzpCUJdhTa7tvK96dpHxuEq8XBW68G42zDbyV3NE40JOWlJSZGGUQw1Oqv5a9xrbIlT2mMgixNaskZWLUkkChgeXITyVY3XYqlbrP2uDWgnabt1jPmjWL3n//fbFTif388880evRoys7OpjFjxjjzGAEABA4shszeLv6o8skmvloFo9bpkpqR5UWgIb0L5QxDQnGGpk/jKvTT7kTxjp0zMFxDkJxhvEOFt+VyLQ332vjj4GXxh51P+OHB5Who25omP8+wnOSkTIw8WyAvtl137CptTEgxui9vY+auuMog5vudF0yyM5JmNSKI38DzyfBaZo5ovc/ub13DsPOIT4Yty5ClGHZHbVqw7ZwhKOOfWRo3zSyp2BrE8DZ7eVNCKQAY3bWO0RBLR+MlJa4ntractEHxeqrh2U3y4Yu5st8B5cwk24OY4scoPh5pVAQLCfI3jJhQoxbgeFwm5uTJkzRw4EDD5w8++CAtW7aMnn/+eZozZ46zjg8AwHACGls8p+hKejaN+WYPTVt6RPwBjwoNpCOv3m0IWvo2rmroX1IhqJz4u8zzfliTmAiqWFwgeTW9KHhJLm4MJg0uXPL3JUOzMP4oLeEsfboLVSmepyMX5uTlJHmti7RcJgVbSgv3XKCRC3bTwUTTgtWVR0q2G0s4eOHdVdKcoLmbzogt6KxxdePBjmXB/XOkZSve0l1aN2+XBGIjOtW263u5mHv8ooOqX+MA1ZmkHUrK5SRlEGOLWsW76iTywEg5bsD2mhhpOamkDkYSGli0fGiOOydt2BzEhIeH09WrRU2PJL169aI///xTDIf85JNPnHF8AADCE9/uMywJ8TvRa7dyafG+i+Lz1wc1E4HER/9uRZP6xdPk/kXbjvgPb53KoUbZDJ5IzDuVGA8k5BPAlpNFAY6lpZI2tSqKZRU1oYGOC2LmbDpND3+xk9KKMw4caMmDFQ4AeOv01pPX6NMNp0yGDH6+8bTIzti6JMHDG7mOgutb2LytRfUmVcODrHbitZc0d0g+PdlSHZDa8yllYjgjxlvEbSGViXDwa478pO0M5hrelaY0tm7x/9MSeWCkDGKkNgDWSNu0paBKvi2feyL5aT0T06FDB1q5cqXJ7T169BAZmQ8//NDRxwYAIHCdxt+JN8R13tLL23vlfTGkotN+zarTUz3rG6XQ4xTvWuMqhVKV8CDDSe0/3+wVARHrVDea3hnSwnDfnvElg2+bFBemqpGWk+RbtbngljvGTlx8kOZvPUsfrD1hdUsqZ5W4ey63vucghHcLdX17vcgMKTMq4xaWFPH++HhHGt1VfZcQZz84uJPjYl0JB3VMCmIkjaqZ//eWlvQzLqtMYpbj5+neT7ZSr3c3miyLSTuMeBmQT67WvDG4Gf3xTFer96sgG0PhDIFm5ifZ05dFUq/4NVObF6UssjXXedp8nxgy+f+hfCAvJ+m0HcSMHz+egoPVuzL27NlTBDKPPfaYI48NAMBQzMnbo3mb7ojOcSJwkYztWddi3xEeCyDh5abq4cGGpZNVR64Ylpl4G3G7uEh6sH0sLfy/O+j7MR0NGR3WK75oG7IateUkzhK9veq4+Mg7qD5ad1J0ibVk3/kbJdcv3KAVh5OM3mXXLp4AzSMApB02T/SoS3fUiaY6ldSzRFP6N6JBrWoY9RjhuiAJL8Wxeop398PvsG+pxp5MjLXOvQcSb4heL1xw/XVxHY0yE8NLgrbsjGpQJcxkyjabek9j12Ziipc6re1OsgUH4uYKewsUgXJocdG50ouKLJZyAKT0Woljzi+0mIlx59x2m181zrjwxRxeWuILAICj7D57nW5k5Rre6dWvHCaWPtrGRYp34fyH9t4WMRYfQx7EcD8UDniqFQcx0lZibgb3yn1NDfe7o2604V0tB0z847s1KMnKKIWq7E6SiljluKDV0l/JveeuG66fuppBNSoav3H834Am9N6aBKO6GGl+j3KJQVK/SlFwUy2ivKHPSOPq4Yb5T9L3jepSR8wV4oCsXpUwMezR0aS5Ujw12pLtp0p2nMn/rfKamIgQy/OaJI2qhxtlnti7Q1sanaRdkYmRjsG0sNf+x1Iu8+XJHlP5+KFmlpM4s/j64GairkwqSudeQ9LuJvnW7LTb+RazLe7MxJQ69ExOThaXwkLjJ4xnJwEAyJuPvf7nMbGk0aW+acMsczjN/uDcHeJ6j4ZFAURcpRDDej0PcOQ6EGst73kHk4SXmhjv3pEzt1OGizFXPd9NnGiU/TfUToB8IuB3wrwMJG1Ttmd7sHw2UVJ6Nh1NMj6B94qvTH0bV6HPNpyid9ecoPF9S3bT1FPJxHStX4kqF28p54/HkkpOgr8+2Vns1JE6D/PyDO/QcaYGVYuOkWubOECUt+OXuynr2yM14JOk3863qxCX/138/xK/flKWgrNSymWWKBuDIkfXxJSmsJeP/ame9cRwTm76x/8s6fk0zcSoP0/+Op3Itj3YribF/2+VuI27UUtFOhzsc5aOM35dVRrdyenc2DbX7iBm3759NGLECDp27JhhLY9TenydPxYUOKdPAgBoT1ZuPj238IC4Pvb7fbTq+e707fZzImjguhXOApib+izVqTBpyScmorzNQwclnHXgAIpbyTcv7oeiXDppWHxyVcN/16zN0JO3eudGeVtPXRPX28dF0tQBTWjP2ev05opjhp4kanj5ZHNxgTHjP68HZUENByzSSf+Z3g1o+B1xFF6+5E94hGy5iHdZcdamfZ1Iw5KL1B+HVQoNFJkWZ2RbLImNDBGBJzd023/hptlJ0fIJ1coiYGnwo6WC1c71osUutqHtirbD83PAQY+UiaoYEkhhiiCoYqiTa2KKMxv5DlhO4iCGi5qf7lWfmr682rBMVc7fdLnKXN2Qn1/JbCVeSuUaLA6EpKQKf/hrQg+xM4631su3cWs6E8O9YRo2bEjz5s2jqlWr2rQmCQC+RzRiW1Ay0Z5PKl1mrje6D787XvpUF0NwIad8B65WfGorrgmRq6vIWpS1iJVPUNLJmXvP8LIRa1Gzomjydr14BIClXTmrjhTVv3Bbf36upF4tbON/e5rUQciDFiXeMq1898zbzSVVbQwAHY3f3fPgzEV7E+n7nefNBjHyCdUceHDG6P7WRQHJ7eL+KNJuLDWc8VMOceRsmRTEcIaBd7jJ/z/krfiuWE6S16+UNhMjLV8GyDJZ/Ljlyd8kExNmIROjfDze2WRYetMVPU9SzZSn1sTYnQTiadbvvPMOdezYkeLi4qh27dpGFwAAKXvCQ+uY/IQhx39w+WSmRq34M0ZRI1JakbITelmCI7VszFsrjtGh4jlFUt2F9DWpY6waaRs1F91Ky2b2Zp3eur+5+JlTBxgXrSpHK0j9WtyhR/GOL24iePiiaS8beQt8ibTtWx7g8I4Zaes746ncUnHuPc2rmzymPOgRy0myTAx/zdlvyM1usS5lJsbcTKZ8RYmH2eUkWVTiX5yW4e+VYiBldsVTdyfZHXr26dOHDh48SPXrO3ZUOQB4l/XHiwpHee7Owx1q0ftrT4jaln+1rSn+gPJE6Ee+3EVrj12ltwqLahasZWJqRjpuuvDEu+PFRGc+PkfgQIW3bEsFs/LgSKqZsTTlWgpimsZE0PXMPKPHtbXr6iMda4mLuY65nAEZ0SnOah2RM3GWSDLw06207oUeJkuKUqByd9Oq4vk8lpQh6o345J2lyMTMGd6WFu+9SA+2ixUncg7W5MXcEnk3ZS5glp93y1lbL3TmclIpOsXw8cvHGeQWFMqCGNt2J8mDkoDi3z1+U6H3Ly4TUdzfYibGjakYu4OYr776StTEHDlyhJo1a0YBAcYpTZ6vBAC+h+viuDCQdz3wiepAccdYTu1zXcqXj7Uzun/7uKJ3zlw4yJmL1rWM6zOUgw4ZP46jcGFky5oVqXXxO/myktenSKRMjJQh4CBGqh+U47EH3IyPb+Z6IXmHXrUTcmnw4x6YfpfNfUOcRSo0lvBsKmUQI9XEcEaFa2f4/4UzKbfE8pz0NanWg4u85UtH5rJq8syeckt+gSKwcO1ykv2PJT/+AGmcQb5eNUgyVztklIkx9LDRk/S/hzIw8ZpMDA9/3LZtm2rjOxT2Aviu1f9cobHf7xcnXe6vIu3OaWIm8OBsQPcGlWn54STacDzZJIiRphHzMgFPj368W12LO4TsxX+vrO26sIe8uFdSPcI4E8PvdDnLoDyx7Dlb1B+Gt3Pz48gb63Uv3pnlrGN0tUqKni3KCeJMClS46JQ7B3MQw03vOADkYnFmS6M7uYfaxYpMFBexSga1iqHfD1xWXX7y5N1JRo9bzo8jIzGIcWyPeqbLSeaCGKNMjJQlKjRs2FELTPgmtcPVxNgBybPPPkvDhg2jpKQksb1afsHOJADfteJw0VweLmp94rt94jq/6+dhjOb0alTUdG19QrLYicNjACRSM7fBrWrQgel30qS748mThSsCBH7nLWUduCZIir/UlpR4aY1Jha5cs/JcnwaiURtvgfUmykyQWhBzu7gmhuteokODDLvVOIshZS6C7Qxipt7bmL56rJ3o+Cx5/8FW9N2YDvSSSg2R05rdKXb5lDGGIfnSII+sUGZizC0nSbuTmPTmgJeipO/W2ZFx0UTHXklqaqro3ss7kwAALP2x5BOxpTS01P/lyKV0GvTZNnrky52Gd4JSJoZ3R3Amw1JXXk8gNciTcM2GdHLg50A6efMWbDl+Z85ZLGmJTbr/+Dsb0toJPRxaB+QJRB2HUSO1PLNzfILL+RlqaHgCt7QziYXYWCckryPp26Sq0f9H/PpwE0NXZKikuhNlzYra2AF53ZDSBw+1NPo8UFHfZFoTY305SSoQ5gBIOhy131tzv4Hu/NW0O4h54IEHaMOGDc45GgDQLHkNy7R7m9C5mQOMZhyp4UyFvCaFm6Bx8y52QxbEaAEPJJS3spfPUZIvKaUrMjG8O4uHOvKJvWNd9S3H3oa3jEtZJ0vLSVzQLC0/8XKSVPDLJ25zjfI8lZQxsaUmhmeBff5oG/rk4dZGt2+f3Nuw1bzkcXUWf66lZncS6bnkAEha3lJ772Eu46LTUk0M94iZMmUKbd26lZo3b25S2Dtu3DiHHdzmzZtp1qxZosEeL18tWbKEBg8e7LDHBwDHuXijqHDy/7rXpdFd1IcRqpn1r5a09WQKLT1wWXSs3X76muiye11jQQz/IeegjZvaqZEX98ptP13UYn9U5zijycHejItveRYVj5WQOvDKybdRS3OPeHK3tDMpOEBbAYzxcpL1TAwHtFync1Q2vVxtyZLJs1pqOJulRpmRYlxPU7KcpF4TY8ttHr87KSwsjDZt2iQuyl9iRwYxmZmZ1LJlS9FgjzNAAOB5vtx8xujEPbpLHbvemfFsH76k3MoRQczJ5FuUk19g2BIr1URoBaf7xy86SK/KZjExacniZlau0QlMGjVwZxPfWqKXng/1TExRtiK4nL+hroj7DkkncUvdej2VtOyjLLxVy8RIgYmykF05A4qZ2y7Pk815SdNcxsqosNdoOUkq7DX9HnuyM65i9/8JZ8+WNB1ytv79+4sLAHgO/iP39qoEUaz6UPtYowCGG4/Z2pjN3KBCbr8vZWH4j7ba1mVPxun+Hg2rmGSQpOflanpJ8TIvI/EyHJ+suD+MbwYxJUGd9P9Xdn5JxkXa4cXddr/dcd6o0Z2WKLdY/3X0Kk1depiGto01G/Aogxi1gCXEzHPRIS7KEMDweI8zKUVdpK01uyupibEtYHF3qZq2/jpYkZOTIy6S9HTTAWwAUPZlI94Fwa7Lsgo8h+eNwc1K/bhSrxDuByIFMdxZV4ujTdSWwKQg5kpayd8oKQvDW6u1eGJ2xHMkvdaSnPySE2lQgL/RvCxrO260tJz0n2/3io+fbjhlNhMjnyTNQYdai4FQGwp3Vz/fndb8c5We/nG/4Tb5r5Wh6NhKYa/6tmvn/n4qz+NBQUHiYjgmex9wyJAh9Pbbb5vczqMIhg4dSu40Y8YMioiIMFxiY00jXAAoG/kk5gXbzhm63/JU5LI0o6sdFWrYSnv5ZrZLJgu7UrXw4iAmvah2iDMwPI2a8YA9XyMV7Eq70E6n3KIZK4/RzeL5RtJJvGqE6XJiqAaXkwLMLCepkYIXeb2L2lISC1V5Lvi+Rh15/f1MMpryIMfWwl61I3D2Www+j8vP63yelytXmmLbV155xeR2XvZ57733yJ244HjChAlGERwCGQDnFPDKdapnvL24NPiPLC9RZeYW0JFLaZoq6rWF1L1X6oXzv6WHxagBrlsYZUchtLeILt5GzEELN7Dr+/4mkQW4LptezidjtZoOqUhaS6Rsh9Tsjv9tyu3QEil4kW+fNhvEBJlmpdQyNsositHupDIU9jq7JiYxMZHCw0veHMmzMOLn2/uAt27dosBA0z8svEvJ3cs3/I/jf6z8AgDODWJ4Td4RAwX5nWP14pbxhiBG0d1Vy6R+L9wMkHfarDlaNGNp3oh21LBqBfI1FcsHGE62TaavNixjSEtsTPr6KwNLGtRZWkLRwnJSbvFyUkULU8il4EX6HkvBQohKJkatdkb5/fLdSdLsKF5OkjIxajGTWq8mZ9fEKM/pZQ5ieFv1okWLTG5fuHAhNWli/D8aAHifi7LlJNYuLsphAwWluTeHi4OYaC/KxDSoGmYoUH1s/m5x0o6NKk+d6ztu9IGW8AlRLdOWWbwrzV+2JDKySx1aM7674T7unv/kiOUkSw321DIx5tZtQlUyMWoDLZXBhjwTI+/YK6VibF1O0tzupGnTpontzqdPn6bevXuL29atW0c//fQTLV682KEHx1mfU6dOGe2MOnDgAEVFRVGtWuqTWgHAtZmYfk2rOeyxa1QsWnJJLm6cZ26YnxYFFW8X5loYaWJ13UrGgw99DQepykGfl4uX25RLIvLMhb1zkzyBtI1ZWk6yNAdMCmLkjezM3TtUJaDjrenWsijGQyRls5MMP8/Wwl5yK7vfPg0cOJCWLl0qgounnnqKXnjhBbp48SL99ddfDm9Et3fvXmrdurW4MK534evTp0936M8BANtdKg5ieAmJh+rxNmtHUe5EiYt2zARnTzG5XyOjz3nrqy+Tz9V6tGMt1RoSScXygWWa/Oxuho69xctJPDHaHCkDIy/ONbcLKFRlOSlIpRmgSSZGvpwky8RYLOxVvU1jmRg2YMAAcXG2nj17qnYzBADXWLDtLG1MSKGP/92aIkICxLvIpLTbhlqOKsU7bhxFqomR8ERsbzKkbU2x1frRr3aJzzvX882lJEltWZCqrKtSZirkO3U4Y6D15aRcxSBIOd5armQuVghVycTIt2aXfL+lwl4/22YnoU8MAGjJq8uOio99P9hEu1/qQ/vP3xDvgvmPpKUhdaUVU7ycJJ3Eakd71/BD1rleNI3v25CqhAf5XJdeJXlNTJf6lUSgIp3cLc1GytNgKka5nCSNVlCjHOrIzOU7bqs8jtooAtPCXjIt7LU6xVrtNg1mYgDA+xXIThRct/DnoSTDtOX7W9dwylTpGrJMTNf6lcQAQG/D72af69vA3YfhEeTDP2OjQig8uJzoE2StZoR3Nmk1EyM1u5NP5FZSa3xobtmmcbUKqvVXSvLMizL4kG+xtrQ7SX3btXuDGO1N0QIAl+BtwHI/7000bH2+t0WMU35mragQGtKmJsVEBNPYHvWc8jPAc/By2pePtaNNE3saTfo21xflo3+3op7xlekJDf6/IZ9iXViot5iJaaLSNNJcqNC2diR9Pao99YqvbGU5yYYp1lynY7FjL3lcYS8yMQBggrunygcVsi0nrxmuN67unL4m/IfzvQdb4hXxIfIlNXkTO7VtwoNa1RAXLTIMWSwsFKMVlFrFVqSBLWPozsZVrU6mVv7O9IyvImrXiFLMBjEW+8SoZGJsLeLV/OykgoICOnz4MNWuXZsiIyMdc1QA4DaL9lygF389TPWKd85wweWJqxmGP7zcPl/qtgrgSEZBjLxowwvIl5O4Q7ESD7sc07WO2e+3tmwTIAv61JaT5E+nyXRsoynW5n+eJ06xtvv/kueff57mzZtnCGB69OhBbdq0Ee39N27c6IxjBAAX4d2AHMCw08VTb7lJWyNZertpDDphg3NUCCpZTrJUE6PpIKag0DDJ2p5gwFqsECjLvlgr7FXWxxh2J8m3WJOtU6w1FsT88ssv1LJlUbp32bJlogHd8ePHafz48TR16lRnHCMAuIjUaEy55v5Ih5JeMPEqhYQAjs/EeFcQIwUWnNEUtSf2BjHWHt+/JPuivpwku674svy5lgr61QMW8jh2BzHXrl2jatWKOnSuWLFCTK5u2LAhjR49WiwrAYB2HZTNrZH+8HapV4mGto0V6/X8R6yvj28LBueR70ZTq4nRMqnLMBf0Stus5awlNKx9PaCczmKzO52lTIzsuZayRJ7Y2M4hNTFVq1alo0ePUvXq1WnVqlU0e/ZscXtWVhb5yyJBANCeNcVbqB9oXUNkXDgLE1fccO6Th1vT20Oaqw6cA3AEeQbB38tqYnhaubS1Wm16tbUAQW17s7neMta2WCvbI8jrj6QAS+2neWAMY38QM2rUKHrwwQdFEMNPet++fcXtu3btokaNjFtqA4A2bD15jcYt/JuuZxbtSBrVpQ41r2k6mRoBDDiTPIPgbctJUpaJMzFq3Xqt/XOtBRBBsgDQ2u4kZb2R/LGl+MrW+hd3d9W3O4h55ZVXqFmzZpSYmCiWkqSx2JyFmTx5sjOOEQCc6OTVDHr8272GvhUd6kSpBjAAzibPIHhbYa98aKU0qVvO3L82vmoFSriaQfe2qG7x8QP8LRf2yuMPZTBiFMRIUYyNU6zd3Tu5VHnhf/3rXya3jRgxwhHHA+BxMrLzaNnBJLq3ZXUKlzXj8gbHr6RTvw+3GD6vGh5Erw9q5tZjAt8lzyB4ayaGpWfn21zY++PjHUWPpn7NLE+LDzTKxFieYm3SM0b2ubTUZevuJHePN8TiNoAFnCp98vv9tPXUNTp08SZVDQ+mgxdv0vsPtjKa+6JVX2w6Y9R0jLunAnhEEGNhdpIWcWZJmg2VfjvP5poY7sk0uLX1Bn+BVpeT5Mei+Nkqy0NqAYvaIUpbst0FQQyACk6pvr36OCXdzBYBDFu4J9Hw9TavrxVzfsb2rEfDOtYS70b4F9wTq/fN4a2UGxKSxfUGVcLozcHIwIB7yac3e1smRiru5SCGs7tKZf3TESiLTMJkW9Vt6RMj/1qBnR17NbmcBODtdp5JpbmyLIWaSzdv07SlR2jGimPi3Uj7uCj6dnQHzQQyhy+l0Y2sPNGbY+Vz3bzunS9ofXeSNn6P7K2LSbudRxmqy0lle+wA2XNXPaJkGrxqTYyFwl6ph42tfWLcXdiLv1oAxfjdEc8MYssPJxk9L41kDd5mP9qG3h3aUrQJZ1m5BZSdVyjWrdu/uY5mrDzm9l9sW2wszsLwtGgEMOAJ5LUc3pqJYRkqhb1l7Xwb5G85iPG3uDup5HPLs5NMb1PZLa6NTExycrK4FBYabxVr0aKFI44LwOWe+mG/0ZBD6Q8pD5wb1SVOfD2ifIAYtlY+0F/sFnjtz6N0LCldLM0cuphG127liAzOjtOpogiYJzF3bVDJ417NVUeS6MO/TorrPBUYwBN4eyZGKu5Vr4kp22PnyaKJahHlLQZJ6kW7RQGJ1LFXjVqgpbmamH379omdSMeOlbzb5CiOr/NHnqcEoDWnkjNMAphuDSoZLQ9tntTL5A/SW/c3F9dTb+XQfZ9uE0tMjAMaxvU0XDuzfFxX8bWYiPIU6eaC4F/2XaT/Lj5o+Lx7QwQx4Hl9YuRbhr0Fv/lhastJZV2Gvp1bcu4NC7JcE6M+jVonAhJLfWLUvs+wJVsrQQyPF+AxAzwEkrv3amX9H8DcEtLY7/fRtlOpRrcPv6M2Tbmnkc3/f/MOgk0Te4qW3UPn7KCbWXmGgIY/tnptrWFN/LsxHeh8ahZtSEih/97VkGpHF3XEdQXuxjlz5XHD561iK1J1lXdtAO7gzX1i5L1i0lUKe8u6nNQzvjK1jK1IHeIiVb+usxITSj9eysSoLiepfJ+7F87tDmLOnDlDv/76K9WvX985RwTgIrNWH6fPNpw2uX10lzo0fWATux+P60r48sczXUVq9uKN23T3h5tFzYyErw+ZvcPw+YXrWfTbk51d9gd7U0KKWPKqFBZEC0a2p+oVTdfOAdzFm/vEyDMkUmdsubL+a4MD/On3p7uY/br1Kdn8dX1JEKNyRGovieYyMX369KGDBw8iiAGXyMrNp2+2n6fBrWMcmjFIy8ozCWDef7Al3d+6Rpmzi1JAEhsVQkdf60fbTl2jE1czqFuDyiLrcyr5lujpwH+keeDioj2J9EjHWuQMOfkFtDEhhXo0rEx/HLxMk345JG7v36wauvKCRy8neWMmRlpKvpqeY/I1Z/9z/WSPb64mRl7jonY86jUxpK0g5quvvhI1MUeOHBHjBwICjDuY3nfffY48PvBxn6w/RbM3nqaFey7QponGNSllceRyUc2KZN0LPahe5TByhi71K4kL43dKW06mUNOYCFp5JIneWnGcftlXFMRIdWWOtGDbObF81LJmBB0srtNhqIMBT19O8saamOjiIIazoY5eTrLG6PFVl4p01peT1LZYu3lBye4gZseOHbRt2zZauXKlyddQ2Ose3DwpOSNbFJB6W40SZykY15CcSblFdcsYaGTnFdCOM6l09HK64baPH27ttABGKTSoHPVrVjQDZXCrGjRj5XHaf+Gm6DfDnYCvpGXTp4+0EfOLHGHBtrPiozyAYXfUdczjAziSt+9Ostjl2+mZGJ1dmRidrYW9bs7E2B3qPvvsszRs2DBKSkoS26vlF+xMcj0+Kf/7ix3U9e0NNPnXw+Rt/zb52jE3Zyurib8colEL9tCs1Qni80n94um+ljHkDlXCg6lzvWhx/bud58WOpuSMHHp/bdGxOYLaVktublfBy2ZAgXcIL1/y/+WlG0WF8b4SxDg/E0NWdyexkpoYy4/hKTUxdgcxqampNH78eLEzCdzvux3nxTt5tmhvIvWctYFGf72HbmaVnPzPp2bSnnPXxU6cN5cfpcOKd+Weigtj5Y6UMYjZdSaVlh28bHRb8xrundY8rncDio0yDjT+uZRepj8MXAczZ9NpUQNz8XqW0ddeuqeRxeI/AHeSbw2W2t/7ThDj3J/tJwtcVIumTXYnqWRiyAv6xDzwwAO0YcMGqlevnnOOCOwqev1kfVHDMsm51CxxGTF/N529lqk6LfWbHecp4fV+Ig342YZT1LBqBasTUt0hUXECPnKpZAmoNL7aWrS0Iv9Fbhbj3iCmY91o2jKpN6Vk5IhlrnE//S26eZ5NzSz1Etf7a0+ojkzg7dz/1x2/t+DZVozrRh/8dYIm929E3iYyxHwQoxYgOJLOaACk+UxMSZ8Y08fwU0l7uDvUtDuI4R4xU6ZMoa1bt1Lz5s1NCnvHjRvnyOMDC3irLgcplSsE0cMdatHH60oCGmUNhLKGps6UFVS/SpjYKePswtbSSrxRFMRwrQ/3WuFiXHuLX7kJHTexO5qUTmuPXhW3fT+mI/1zOY0aVA1ze+M5Cb+GvKw1b+tZsWPpxJWMUr8efxX/OyX3NK9G0+5tQlUrYDs1eL4mMeFeO02da+LMUc4zcjSdlUyMn019YlQGQGpxd1JYWBht2rRJXJRPEoIY1+Dgg9vdM54+3LdxVapTKYSaVI8QvUlsfQzJnweT6Lm+DciTnLxadHx3Na1KP+y8ILpcnrh6i+Jlc4wY183wOwseCaCsqXn4y53ie+STXrkOxRNHAUjTpDmIOZl8i/rb+D289PTNjnOiGLhqeDCdTskUt9eODhGfvzywqfgIAJ7R7E5NgL/rCpn9VYIYKcgxTLFWCVg8cd+I3UHM2bPGKXlw7/A+3ip7V9OipaD7W9cUH4e2rUmL912kJ3vWozFd64gdKrvOXKerGdn0ysCmdCDxpti6LMfbfvn+3L/EU5aSuNiVta0dSRdSs2jd8WR65Y9/RA0J94wZ16cB7b9wQ9QAVQwJoHUTehqOnwObNq8XdcmVG3ZHbae/4ylrEMMSrmbY/D38PL267KhhOKU0sHLV892ddJQAUJaxA2pcuRurnMr2dcPuJAuZGGcXH7t0ACSTz04C9VkWn288ReX8/Ghcn/p2PU8cVPCAPj6ZfzumA60/niyWVXgYIWcYdp4papPfUWUr7v/ubUL9m1ejng2riBP2xLuN15b7NK5Ko7rUoce/3Sv6Fqw5epX2nr9BDf+3kppUDxfLLO/8q4VRzwZ7C0s541Ha/y+4Jfc9H20xfN6yZkVqVC2cNp1IEXUjO4rLPX4/cEl0vOXfOc7ScGDHNSY5eQX0saxW6Ole9cTz9ufByzS2p2fXhDSvWVSjs/N0qkjr2vKHjYM7yfbTRf9fOGqLNgA4foq1cuiiqzsU+6v+bVZkYlS3WJN3BDHffvstzZo1i06ePGmok5k4cSINHz7c0cenab/sv2jIeLSoGUFzN5+mu5tWEwGEteCQt0tLs3fu+2SbmMnDftp9gXaeuW60fqzEyyq9G1W1WiX/65Odxc/iJRfpMbl2hC+xkSHicXjZhWszeGfT6n+uUru4SEq9VbR8I50oubdJlQpBImA6dy2T+n+0hXo1qkyfPtzGpqwHR/7Z+QV0JiVTBFHrjl01jKqfeHe86HzLeJL0l1tKMoFcwCz31opjlJqZazJcbUibmqK/zIS74snTtY+LElug+d+x5p8rVKlCkLjNkuuZJY2zpOxV9wYY6gjgabiBHy8b5RXoDaMCpLEk/mpVs05STmXpSvpTLdW42NqxV3NBzPvvv0/Tpk2jZ555hrp0KdqqyUW+Y8eOpWvXront14702WefiYDpypUr1LJlS/rkk0+oQ4cO5Cn43fJH605Sq9gIk8BBvr11/M8HxFBADhbuqBtNvx+4TAcSb9Drg5pRg6oV6FZOPs1adVxkG/ikLQUwTApgmDyA4ZNdq5oVy3T8HG1zEd3ivRfpndXHKTuv6Gd9usF4uUnNjAeaiy3L/O6fd74807uByCDdziugFYev0DtRCfRiv3hx/FtOXKMq4UHUomZFEbR8tfUM/bDrgsikmCsMe65PA3q6V8mMrvF3NjSkQvecvU4pt3JEhuXBdjXFBGllUDOyc5zoAxMSWKaEo8v/yA1qFUPf77xAT/6wX9zG9U5je9SldmaCGWU/Dd423rtRFZccLwDYn43JK8g3FPpKQYxLMzF+5ncnSWydneRudv915yBi9uzZ9NhjjxmNGmjatCm98sorDg1iFi1aRBMmTKA5c+ZQx44d6cMPP6S7776bEhISqEoV9/6R5pqLKb8dEtkJyf5pd1JS2m0RXXP2ghuXSTiAkXCmQnLnB5tp2B21xElLIp2M725alXrFV6HJvxk3seNI/v+616V+Tas7ZHcNNz4b3bUO3dcqRixVceM8W0yRHde7a07Q5pPXKDk923Ab9yr5df9FysrJp8ziX9Re8ZXF9GZr+JflofaxRrdxMDJ1gPpgxnkj2tH9n283fP7rk52obW1tLqmM6VrX6P+Hv45dFReef/TBQ60oMiRA7D7jj1UqBNON4v+3eGmQa6Q4uPTkuh8AX6+LkVpfVCwfINoruLwmxs/6UpF60kWn/SCGO/V27tzZ5Ha+jb/mSJz1efzxx2nUqFHicw5mli9fTvPnz6fJkyeTu3Bh7ODPtpncLhWScgX6+w+2or8v3LDp8eQnLAnXurw2qJlY9uGaB66Jeev+ZpRw5RaN7VlXnLwcjScbMy6Y5e3arWIrUmZOvvjlqlcljP7TtQ79uOsC7Tp7XWRQlHafvW70C8AZFukXVCIFMPw7xP+2a7dyTcbJc+0Pn4xjKto+8LF1rUga17s+fbz+lMi+aDWAYXUqhdKjHWvRz3sTDWlnxlk6fl14uYyDQ34OpUwVNwnb+7++qE8D8HBFmeGiv4u8IcFTdif5KTMxqstJpP0gpn79+vTzzz/TSy+9ZJI1adDAcVt0c3Nzad++faInjcTPz4/69u0r5jepycnJERdJenrZmqOp4RoSrr2whNODPK1Yuevk+b4N6bmFf4v+LIvHdhKD+XhJRYqMJ9zVkDrWiaamMeEimyPh5R4uErZU2e5I4/s2oLuaVBVbmZVD2DhYYDyVmQuDOTU6f2R76vbOBkN/AfbZI21ows8HREDCS2Y8MoDnBEm+GN5OBEZD5+ygepVD6Zne9Sm+agXRir+0uOZleKc4qhTmGb1fyuLN+5vTG4Ob0bGkDBHMfL39nLhd+sj46ZZqrmIqBiOAAdBYca+8LYRLa2L8/KxnYlSXk1wfxSjP40FBQeJS6iDm1VdfpYceeog2b95sqInhgZDr1q0TwY2jcH0Nz2JSjjfgz48fLzkZys2YMUMcnzPxshA3UONIdtLd8dS/WXVR6/Hu6gSTjrCSvyZ0p/pVinqbtIyNEBkIjsa5ARl3yuX/kRtXD7c4tdVVAYxUJ9PMSjt+7vK7/oWeIjLn+2+a2JMm/HxQBD88oblTvWjRj4XXfPnfxXVA/G+tFRVidLLl7IGjm8Z5C36euHD7lfua0v8GNBb9f6QeMO8ObUmfrj9pWHqMr2Za4A0Ant0rRj4rypU1MX6lXE5yR11vbKxxWcHLL78sSldKHcQMGTKEdu/eLZZ6li5dKm5r3LixuK1169bkTpy14RoaeQSnfALKimtQ1ozvITq+cpGqhGtK5m87qzrRs06lks6rNSOLdtowzrZ00/AuEnlKkv9dPz/RyejrFWUttvmXpnZ0qEuPz5twMfPc4W3py81n6Z4W1UV9DAeJU5ccFjOmOKAGAM8nf0NasXzJ30h318T4KSIUtayLOzIxiYmJFB5e8iZNnoWxO4jJy8ujJ554QuxO+v7778mZKlWqRP7+/nT1qnELdf68WjX1OT/KNJOz8P9s8gCGcf3Gkqe6iMj6anq2uHANw+gudbxypDy4Hmfz3v5XC6P/5xaM8pydegBQ+uUktW3PnlYTo3PDqYwDGHkQo2TXIhzPSfr111/JFQIDA6lt27ZimUpSWFgoPu/Uyfgdv6doGVtRFGXy0glv/eXiXmvLMgAA4DuiZTV7EeXLWaxTcenuJDKmOujaA/vE2P2sDR482LCM5Gy8NPTll1/SN998Q8eOHaMnn3ySMjMzDbuVAAAAtCQmorzqkru7+8ToTG7y0j4xvAPptddeE8W8nCkJDTWuc3DkAEguIE5JSaHp06eLZnetWrWiVatWmRT7AgAAaEG1iGDVqdaeVhOj89aOvfPmzaOKFSuK7c98cfYUa+4MzBcAAACtkzZzVAgqZ1QH48qaGD8bMjGeUthrDaZYAwAAuDATwy0pOAtzLCndczMxZNv3aa4mhpeSsrJMu7Xevn1bfA0AAADM43YT3CFdXszrysJef9Vmd9aXk/xdmC2yld3PGjeTu3XrlsntHNg4u9EcAACAtzBaTnL37CSyvnTkFZkYbruvts3q4MGDFBWl3Xk1AAAAriQPClyR5agdXdRstX9z015rtiSCPLHnmc01MZGRkSJ44UvDhg2NAhkeD8DZmbFjxzrrOAEAALyK8XKS8wOE1c93F0N5Y6NKOsfb07G3nJaDmA8//FBkYUaPHi2WjSIiIowa08XFxXlsEzoAAABPI89suCLLERzgrxrAMOVPV62JcWHdjsODmBEjRoiPderUEYMfy5Wze2MTAAAAFAswqolxb4Cgs6GwV56J4fEJt/MKqFG1ouHG7mL3s1ahQgXRPVfy+++/iy6+L730EuXm5jr6+AAAALySPPviyj4xapSJILXlJPnxfvBQK5p2bxP6dkwHbQUxPADyxIkT4vqZM2dEV92QkBBavHgxTZo0yRnHCAAA4HVcXRNjVybGSuYoKjSQxnStQ1UqlHQg1kQQwwEMt/9nHLj06NGDfvzxR/r6669dNhwSAABA6+TZF3fv/PHT2VcT4++n4S3WPE2a/fXXX3TPPfeI67GxsXTt2jXHHyEAAIAXkmdfPK8mRmfxeD1lBIHdz1q7du3ojTfeoO+++442bdpEAwYMELefPXsWgxkBAABKtTvJvU+bzsrn7thNZQu7nzbear1//34xlHHq1KlUv359cfsvv/xCnTt3dsYxAgAAeJ1yRpGLu5eTdBY/Vy5/eUomxu590i1atKDDhw+b3D5r1izy9/d31HEBAAB4NeNiXr0bj4RMamDUa2I8LxPjsGYvwcHurVAGAADQEndvq7Y8xdpyTYxmgxhp/IAS38aBDC8vjRw5kkaNGuWoYwQAAPA67i7mtT8T46f95aTp06fTm2++Sf3796cOHYqa3OzevZtWrVpFTz/9tCjwffLJJyk/P58ef/xxZxwzAACA5nEyo0NcFN3IyqW46FC3HovOhqBE3idGs5mYrVu3it1JymGPc+fOpTVr1oheMVw38/HHHyOIAQAAsBA4LHriDtLreYq0uwt7ySqjmhgPycTYnctavXo19e3b1+T2Pn36iK8x7h3D3XwBAADAciDj7gBGtSbGyuwkD4lh7A9ioqKiaNmyZSa38238NZaZmSlmLAEAAIDn0yk/V52dJO/Yq9HlpGnTpomalw0bNhhqYvbs2UMrVqygOXPmiM/Xrl0rxhEAAACA59PZkFrxit1JXKzbpEkT+vTTT+m3334Tt8XHx4vuvVKzuxdeeMHxRwoAAACumZ1EKvfxwLEDpeoT06VLF3EBAAAA7dPZsMVaHuhoNhPDeADkqVOnKDk52TAMUtK9e3dHHRsAAAB4SLM7P53n7U6yO4jZuXMnPfLII3T+/Hkx0Vq5plZQUODI4wMAAAAn87MhKJHfxVP69NkdxHB/GJ5kvXz5cqpevbpNxUAAAADgwXSKT1VO7fLsjGaXk06ePCkmVkvTqwEAAMDblpOsZGI8JIFhd0KoY8eOoh4GAAAAvIOfSaMY0/vIb9JsJubZZ58VW6ivXLlCzZs3p4CAAKOv88gBAAAA0A6dLffxhsLeIUOGiI+jR482+odxkS8KewEAALxzd5LOqLBXo0EMT6l2BZ6UzcXDBw4coMDAQLp586ZLfi4AAICv0dkwO8kzwpYyBjG1a9dWvZ37xfDoAXNft1dubi4NHTqUOnXqRPPmzXPIYwIAAIANze5U7lM1PJg8Tama3clxke/8+fPp66+/ppSUFMrLy3PIgb366qviIz8uAAAAuHDsgM40jImNCqHPHmlDFUOMa2E1F8Tcvn2bFi9eTF999RVt27aNunXrRtOnT6f777+f3CknJ0dcJOnp6W49HgAAAC3ws7FQd0CL6uRKyvN4UFCQuJRqizVPq37iiSeoWrVq9OGHH9KgQYNEtPb555+LJnhVq1Yld5oxYwZFREQYLrGxsW49HgAAAG9ZTnIHPo/Lz+t8npezOYjhrdNcoxIdHU3bt2+n/fv3i63W9nTsnTx5sri/pcvx48eptKZMmUJpaWmGS2JiYqkfCwAAwFfobCjsdQc+j8vP63yeL9VyUkJCAj300EPUq1cvatKkSakOhoOekSNHWrxP3bp1qbSUaSYAAACwzrTXnWdEMeHh4eJijs1BzJkzZ0SR7ZNPPilqYh5++GF69NFH7crEVK5cWVwAAADAc/h5SurFTjYvJ9WoUYOmTp0qdiN99913omNvly5dKD8/XwQ3J06ccOiBXbhwQfSI4Y88GZuv8+XWrVsO/TkAAAC+zs+GsQOeqFTDtHv37k3ff/89JSUl0aeffkrr16+nRo0aOXTkAO92at26Nb388ssicOHrfNm7d6/DfgYAAACQx9bEOCWIkXCl8FNPPSUCCy707dmzp8MOjLM7PMpAeXHkzwAAAADy2N1JTg1i5Fq1akUff/yxox4OAAAAXMRPK6mX0gQx/fr1o507d1q9X0ZGBr399tv02WefOeLYAAAAwAV0ys81EtTYtDuJ+8Pw9GpePho4cCC1a9eOYmJiKDg4mG7cuEFHjx6lrVu3itlJAwYMoFmzZjn/yAEAAMAhlFOptRHC2BjEjBkzhoYNGyZGDSxatIi++OIL0XRGita4b8zdd98tOvo2btzY2ccMAAAAzqyJ0UgUY3OfGG4ix4EMXxgHMdwvhjv4BgR4zjAoAAAAsI+yuZ2nNLtz2hRraY4BAAAAeFmfGF/bnQQAAADapNPochKCGAAAAB+n08jykRKCGAAAAB+n8/ZMDA+ABAAAAO+jI22yOYjhuUjNmjWjl156iXbt2uXcowIAAADX0Wlzd5LNQcy1a9doxowZlJycTIMGDaLq1avT448/TsuWLaPs7GznHiUAAAC4sGMveVcQw915uVvvV199JaZX//rrr6JHzIsvvkiVKlWiwYMH0/z58yklJcW5RwwAAAAO5VMDILlLb+fOnWnmzJli5MDff/9N3bp1E5Ona9asidlJAAAAGuKnldSLo5rdyTVo0IBeeOEFcUlNTaXr16874mEBAADABXTKzzUS1DgkiJHjJSa+AAAAgDbofGk5CQAAALyHTrk7SSNRDIIYAAAA0CQEMQAAAD5OZ9KxVxupGAQxAAAAPk6nmSqYMhb2RkZGqkZofBv3kqlfvz6NHDmSRo0a5ahjBAAAACfSyU7rGknClC6ImT59Or355pvUv39/6tChg7ht9+7dtGrVKnr66afp7Nmz9OSTT1J+fr7o6AsAAACeTWfmutcFMVu3bqU33niDxo4da3T73Llzac2aNaKTL89Z+vjjjxHEAAAAaIBOS5FLWWpiVq9eTX379jW5vU+fPuJr7J577sHUawAAAA3WxOg0FNHYHcRERUWJoY9KfBt/jWVmZlKFChUcc4QAAADgupoY8uLlpGnTpomalw0bNhhqYvbs2UMrVqygOXPmiM/Xrl1LPXr0cPzRAgAAgFPpdF4cxHCxbpMmTejTTz+l3377TdwWHx9PmzZtEkMhGc9QAgAAAG3QaSlyKW0Qk5eXR0888YTIxvz000/OOyoAAABw0+4knXfWxAQEBIjdRwAAAOA9dBrdY213Ye/gwYNp6dKlzjkaAAAAcDmdmeteVxPToEEDeu2112jbtm3Utm1bCg0NNfr6uHHjHHl8AAAA4GQ6X6iJYfPmzaOKFSvSvn37xEX5JDgiiDl37hy9/vrrtH79erpy5QrFxMTQsGHDaOrUqRQYGFjmxwcAAAAfHDvAYwWc7fjx41RYWCi6APMspiNHjohdUdx/5t1333X6zwcAAPAlOqPrOu8NYiS5ubkioKlXrx6VK1fqh1HVr18/cZHUrVuXEhISaPbs2QhiAAAAHE0n79jrxYW9WVlZNGbMGAoJCaGmTZvShQsXxO3PPvsszZw5k5wlLS3N0BHYnJycHEpPTze6AAAAgDYLe5XndD7PlymImTJlCh08eJA2btxIwcHBhtt5ntKiRYvIGU6dOkWffPKJ6FFjyYwZMygiIsJwiY2NdcrxAAAAeBOdJ0UuMnwel5/X+TxfpiCGt1dzt96uXbsaVTNzVub06dMWv3fy5MnieyxduB5G7tKlS2JpaejQoVanYnOAxRkb6ZKYmGjvPw8AAMDn6Dx0ACSfx+XndT7Py9ldzJKSkkJVqlQxuZ2Lbq39w3kcwciRIy3eh+tfJJcvX6ZevXqJcQZffPGF1WMLCgoSFwAAAND+AMjw8HBxMcfuIKZdu3a0fPlyUQPDpMDlq6++ok6dOln83sqVK4uLLTgDwwEM96JZsGAB+fnZnTQCAAAAGxgFLp4UxVhhdxDz1ltvUf/+/eno0aOUn59PH330kbi+fft2MQTSETiA6dmzJ9WuXVvsRuLsj6RatWoO+RkAAABQxM+DlpDsYXd6g2thDhw4IAKY5s2b05o1a8Ty0o4dO0TWxBHWrl0rinnXrVtHNWvWpOrVqxsuAAAA4GAeupxkTakavHBvmC+//JKchetmrNXOAAAAgBO2WGsoK2NTJsbefisZGRmlPR4AAABwMZ03N7uLjIyk5ORkmx+0Ro0adObMmbIcFwAAALiITqPPtE3LSXq9Xuw+CgsLs+lB8/LyynpcAAAA4ONbrB0SxNSqVcuuGhjeQRQQEGDz/QEAAMBTpljrvCuIOXfunPOPBAAAANzfsZe0Ax3kAAAAfJxOS5GLDIIYAAAA0GRAgyAGAADAx+mMIhftRDEIYgAAAHycTn5dOzEMghgAAABfp/PmLdZqsrKy6MKFC5Sbm2t0e4sWLRxxXAAAAOCG3UnkzUEMT5QeNWoUrVy5UvXrBQUFjjguAAAAcEufGPLempjnn3+ebt68Sbt27aLy5cvTqlWr6JtvvqEGDRrQH3/84ZyjBAAAAKfRGV3XeW8mZv369fT7779Tu3btyM/Pj2rXrk133nknhYeH04wZM2jAgAHOOVIAAABwCp2vZGIyMzOpSpUqhsGQvLzEmjdvTvv373f8EQIAAICT6TT5DNsdxMTHx1NCQoK43rJlS5o7dy5dunSJ5syZQ9WrV3fGMQIAAIAT6Xxld9Jzzz1HSUlJ4vrLL79M/fr1ox9++IECAwPp66+/dsYxAgAAgMv6xOi8N4gZNmyY4Xrbtm3p/PnzdPz4cTHpulKlSo4+PgAAAHAynYYClzItJ7322muiR4wkJCSE2rRpQ6GhoeJrAAAAoC06It8IYl599VW6deuWye0c2PDXAAAAQFt0vrI7Sa/Xq6adDh48SFFRUY46LgAAAHARnUaDGJtrYng7NQcvfGnYsKFRIMNdejk7M3bsWGcdJwAAADiJTrag5JXN7j788EORhRk9erRYNoqIiDB8jXcmxcXFUadOnZx1nAAAAOAsOtlV7cQwtgcxI0aMEB/r1KlDnTt3poCAAGceFwAAALiIn5Yil7Jsse7Ro4fhenZ2tskUax4/AAAAAFqdneTFhb28C+mZZ54Rowd4WzXXysgvAAAAoOXCXh15bRAzceJEMQRy9uzZFBQURF999ZWokYmJiaFvv/3WOUcJAAAALirs9eLlpGXLlolgpWfPnjRq1Cjq1q0b1a9fX0yz5vEDjz76qHOOFAAAAJxCp6XIpSyZmOvXr1PdunUN9S/8OevatStt3rzZ8UcIAAAATqUz+4mXBTEcwJw9e1Zcb9SoEf3888+GDE3FihUdf4QAAADgXDrVq94XxPASEnfnZZMnT6bPPvuMgoODafz48aJeBgAAADRcE6PTeW9NDAcrkr59+4oJ1vv27RN1MS1atHDYgd1333104MABSk5OFrue+Ge9/fbbooAYAAAAHEdDcUvZMjFKXND7wAMPODSAYb169RJLVQkJCfTrr7/S6dOn6V//+pdDfwYAAACQZvvE2JWJKSwspK+//pp+++03OnfunEg5cQdfDi6GDx/u0BSUPOPDgRIvXQ0ePJjy8vLQLRgAAMCB5OdvLWVlbA5ieG4SL/GsWLGCWrZsSc2bNxe3HTt2jEaOHCkCm6VLlzrlIHkHFG/ftjbuICcnR1wk6enpTjkeAAAAr212R54TxSjP49yfji92LydxBoa3UK9bt47+/vtv+umnn2jhwoWiyPevv/4SDfAc3ezuxRdfFF2Bo6Oj6cKFC/T7779bvP+MGTPEYErpEhsb69DjAQAA8EY68kx8Hpef1/k8L2dzEMNBy0svvSRqVZR69+4tlns4W2IJ34dTVpYuXCgs4d1OHDCtWbOG/P396bHHHhPZH3OmTJlCaWlphktiYqKt/zwAAACfpfPQKdZ8Hpef1/k8L6fTW4oKZKpVq0arVq2iVq1aqX6dg43+/fvTlStXzD5GSkoKpaamWu1DExgYaHL7xYsXRUS2fft26tSpk81pKI7c+B+OwZQAAADq9p2/QUNmbxfXG1WrQKue707uZOv5u5w9dSlVq1Y1+3X+2o0bNyw+RuXKlcWlNLiomMlrXgAAAMB3B0DaHMQUFBRQuXLm787LPfn5+Q45qF27dtGePXvEKAPuEcPbq6dNm0b16tWzOQsDAAAAtvH6Lda86sS7kORVwXKOzJCEhISI3U4vv/wyZWZmUvXq1alfv370v//9z+zPBwAAgNLRUvalVEHMiBEjrN6HC28dgbdv824nAAAAcHEmRueFQcyCBQuceyQAAADgFjoP3Z3k9LEDAAAA4EUDIEk7UQyCGAAAAB+n007cYgRBDAAAAGgyoEEQAwAA4ON0RrOTtANBDAAAgI/TyUMXDaViEMQAAAD4OJ124hYjCGIAAAB8nJ8sitFSPIMgBgAAwMfptLmahCAGAADA1+nMXPd0yMQAAAD4OJ1Gp1gjiAEAAPB5Ok0+AwhiAAAAfJwOfWIAAABAi3Ty6xpKyiATAwAA4ON0RlustRPFIIgBAADwcTrSJgQxAAAAPk6n0T3WCGIAAAB8nE4WuWgohkEQAwAA4Ot06NgLAAAA4DpYTgIAAPBxOqM+MdpZUEIQAwAA4ON08i3W2olhEMQAAAD4Op38OoIYAAAA0AqdhgIXOSwnAQAA+Did0RZr7UQ0CGIAAAB8nA5brAEAAECLdKRNyMQAAAD4Op3sqoYKZBDEAAAA+DidRnMxCGIAAAB8nM6o2Z12eHwQk5OTQ61atRLprQMHDrj7cAAAALyOTn5dQ1GMxwcxkyZNopiYGHcfBgAAgNfSySIXvZ40w6ODmJUrV9KaNWvo3XffdfehAAAAeC2d7LqGYhgqRx7q6tWr9Pjjj9PSpUspJCTE3YcDAADgtXQaWkLy+CBGr9fTyJEjaezYsdSuXTs6d+6czfUzfJGkp6c78SgBAAC8g85DoxjleTwoKEhc3LKcNHnyZPFEWbocP36cPvnkE8rIyKApU6bY9fgzZsygiIgIwyU2NtZp/xYAAABvodMZJxI8BZ/H5ed1Ps/L6fQuPNqUlBRKTU21eJ+6devSgw8+SMuWLTOKDAsKCsjf358effRR+uabb2zOxPATkJaWRuHh4Q78lwAAAHiPjOw8av7KGnG9W4NK9N2Yjm49Hj5/c9CSmJhodP5WZmJcupxUuXJlcbHm448/pjfeeMPw+eXLl+nuu++mRYsWUceO5p9Y5T8OAAAAtLucxAGMpSSER9bE1KpVy+jzsLAw8bFevXpUs2ZNNx0VAACAd9KRNnn0FmsAAABwPp1GoxiPzMQoxcXFeVShEQAAgDfRaTQXg0wMAACAj9NpM4ZBEAMAAADahEwMAACAj9MhEwMAAABar4nRa6gEFZkYAAAAH6dDJgYAAAC0SEfahEwMAACAj9NpNBWDIAYAAMDH6WTX9aSdohgEMQAAAD5Op81EDIIYAAAAX6fTaBSDTAwAAAAYFBRiOQkAAAA06HZeIWkFMjEAAABgkJ1bQFqBIAYAAAAMbuchiAEAAAANykImBgAAALQoG5kYAAAA0KKs3HzSCtTEAAAAgIGGdlgjiAEAAABtQiYGAAAANAlBDAAAAGgSghgAAAAgfz/tzU9CEAMAAAA0oHl18SzEV62gmWejnLsPAAAAANzvrQeaU7u4SOrXtBppBYIYAAAAoLCgcvRYpzhNPRNYTgIAAABNQhADAAAAmoQgBgAAADQJQQwAAABoEoIYAAAA0CQEMQAAAKBJHhvExMXFkU6nM7rMnDnT3YcFAAAAHsKj+8S89tpr9Pjjjxs+r1BBO10EAQAAwIeDGA5aqlXTTudAAAAAcB2PXU5ivHwUHR1NrVu3plmzZlF+fr7F++fk5FB6errRBQAAALRJeU7n87wmgphx48bRwoULacOGDfTEE0/QW2+9RZMmTbL4PTNmzKCIiAjDJTY21mXHCwAAAI7F53H5eZ3P83I6vV6vJxeZPHkyvf322xbvc+zYMWrUqJHJ7fPnzxfBzK1btygoKEj1ezlCk0dpHLXxE5CWlkbh4eEO+BcAAACAs/H5m4OWxMREo/M3n//lMYBLg5iUlBRKTU21eJ+6detSYGCgye3//PMPNWvWjI4fP07x8fF2PQkIYgAAALTD1vO3Swt7K1euLC6lceDAAfLz86MqVarY/D1SfIbaGAAAAO2w9bztkbuTduzYQbt27aJevXqJHUr8+fjx42nYsGEUGRlp8+NkZGSIj6iNAQAA0Jbg4GDVlRk5ly4n2Wr//v301FNPiaUjrnGpU6cODR8+nCZMmGC2HkZNYWEhXb58WQRC3CwP3O/SpUvUpEkTOnr0KNWoUcPdhwMKeH08H14jz4bXx3E4gOFARnOZmDZt2tDOnTvL/Di8/FSzZk2HHBM4NkXIgSWKrT0PXh/Ph9fIs+H1cS2P3WINAAAAYAmCGAAAANAkBDHgUryE1KNHDywleSi8Pp4Pr5Fnw+vjWh5Z2AsAAABgDTIxAAAAoEkIYgAAAECTEMQAAACAJiGIAQAAAE1CEAMONXPmTNEd+fnnnzfclp2dTU8//TRFR0dTWFgYDRkyhK5evWr0fRcuXKABAwZQSEiImI81ceJEys/Px6vjwC6iPLaDX4Py5ctT8+bNae/evYavc33/9OnTqXr16uLrffv2pZMnTxo9xvXr1+nRRx8Vuy8qVqxIY8aMEVPloWwKCgpo2rRpojM5P/f16tWj119/3TD7Da+P623evJkGDhxIMTEx4u/Z0qVLjb7uqN+XQ4cOUbdu3URXWh6P884777jk3+dVeHcSgCPs3r1bHxcXp2/RooX+ueeeM9w+duxYfWxsrH7dunX6vXv36u+44w59586dDV/Pz8/XN2vWTN+3b1/933//rV+xYoW+UqVK+ilTpuCFcYDr16/ra9eurR85cqR+165d+jNnzuhXr16tP3XqlOE+M2fO1EdEROiXLl2qP3jwoP6+++7T16lTR3/79m3Dffr166dv2bKlfufOnfotW7bo69evr3/44YfxGpXRm2++qY+Ojtb/+eef+rNnz+oXL16sDwsL03/00Ud4fdyE/wZNnTpV/9tvv3EkqV+yZInR1x3x+5KWlqavWrWq/tFHH9UfOXJE/9NPP+nLly+vnzt3rkv/rVqHIAYcIiMjQ9+gQQP92rVr9T169DAEMTdv3tQHBASIP8ySY8eOiT8MO3bsMPzB8PPz01+5csVwn9mzZ+vDw8P1OTk5eIXK6MUXX9R37drV7NcLCwv11apV08+aNctwG79uQUFB4g8rO3r0qHjN9uzZY7jPypUr9TqdTn/p0iW8RmUwYMAA/ejRo41ue+CBB8TJDa+P+ymDGEf9vnz++ef6yMhIo79x/LsaHx/von+Zd8ByEjgELxfxchCnVeX27dtHeXl5Rrc3atSIatWqJaaTM/7IyxtVq1Y13Ofuu+8WM0j++ecfvEJl9Mcff1C7du1o6NChYqmudevW9OWXXxq+fvbsWbpy5YrRaxQREUEdO3Y0eo04Jc6PI+H783wynjgPpde5c2dat24dnThxQnx+8OBB2rp1K/Xv3x+vjwdy1O8L36d79+5GU5r5715CQgLduHHDpf8mLfPIAZCgLQsXLhSTx/fs2WPyNf5l519S/oWW44CFvybdRx7ASF+XvgZlc+bMGZo9e7aYAv/SSy+J12ncuHHidRkxYoThOVZ7DeSvEQdAcuXKlaOoqCi8RmU0efJkEbBzcO/v7y9qZN58801RTyE993h9PIejXg/+yHVQyseQvhYZGenUf4e3QBADZZKYmEjPPfccrV271urIdHCPwsJC8Y7wrbfeEp9zJubIkSM0Z84cEcSAe/3888/0ww8/0I8//khNmzalAwcOiMJ4LirF6wNgGZaToEx4uSg5OZnatGkj3mnwZdOmTfTxxx+L6/zOIjc3l27evGn0fbw7qVq1auI6f1TuVpI+l+4Dpcc7KJo0aWJ0W+PGjcWOMPlzrPYayF8jfp3lePcY78DAa1Q2vBOPszH//ve/xbLq8OHDafz48TRjxgy8Ph7IUb8v+LvnGAhioEz69OlDhw8fFu8epQu/6+dUuHQ9ICBArPlLeM2XT6CdOnUSn/NHfgz5Lz1ndnhrovLkC/br0qWLeM7luP6idu3a4jqntPkPqvw14uUNXruXv0YciHLQKlm/fr3I8nAtAJReVlaWqJWQ42Ulfm7x+ngeR/2+8H14KzfXDMr/7sXHx2MpyR7uriwG7yPfnSRtsa5Vq5Z+/fr1Yot1p06dxEW5xfquu+7SHzhwQL9q1Sp95cqVscXagVvfy5UrJ7bynjx5Uv/DDz/oQ0JC9N9//73RltGKFSvqf//9d/2hQ4f0gwYNUt0y2rp1a7FNe+vWrWI3GrZYl92IESP0NWrUMGyx5m293GJg0qRJeH3cuNuS2z3whU+T77//vrh+/vx5h/2+8I4m3mI9fPhwscV64cKF4vcSW6ztgyAGnB7E8C/2U089JbYT8i/p/fffr09KSjL6nnPnzun79+8v+iTwH/AXXnhBn5eXh1fHQZYtWyYCRd4G2qhRI/0XX3xh9HXeNjpt2jTxR5Xv06dPH31CQoLRfVJTU8UfYe5hwtvfR40aJf7YQ9mkp6eL3xcO9IODg/V169YVPUrkW2/x+rjWhg0bRPCivHDA6cjXg3vMcPsDfgwOZDk4Avvo+D92pW4AAAAAPABqYgAAAECTEMQAAACAJiGIAQAAAE1CEAMAAACahCAGAAAANAlBDAAAAGgSghgAcLqePXuKeUBaPh7+Hp1OJy7cjdqZRo4cafhZS5cuderPAtAyBDEA4LUcHTw9/vjjlJSURM2aNSNn+uijj8TPAQDLMMUaAMBGISEhLhl4GRERIS4AYBkyMQBe5s8//6SKFStSQUGB+JyXPnhZgiclS/7zn//QsGHDxPVVq1ZR165dxfdER0fTvffeS6dPnxZf++KLLygmJsYwjFAyaNAgGj16tOFz/jpPXebheOXLl6eWLVvSL7/8YvYYrd2fMyjjxo2jSZMmUVRUlAgcXnnlFaPHyMjIEINGQ0NDxaTuDz74wCjzwksyPFGdsxrS0sy5c+eMjsHS49vCluPk+zz77LPiuCIjI8Vk9y+//JIyMzNp1KhRVKFCBapfvz6tXLnS7p8P4OsQxAB4mW7duokT/N9//y0+5xN5pUqVaOPGjYb78G18cmV8Mp0wYQLt3btXTOblicr333+/OMkPHTqUUlNTacOGDYbvvX79ugh8OICQcEDy7bff0pw5c+iff/6h8ePHiyCJf44aW+7/zTffiACFpwO/88479Nprr4kpvxI+5m3bttEff/whbt+yZQvt37/f8HUOXnhSsLQExJfY2FibH99WtjwO34dfg927d4uA5sknnxTPbefOncUx33XXXTR8+HAx0RoA7GDnrCUA0IA2bdroZ82aJa4PHjxYTLAODAwUA+guXrwohtmdOHFC9XtTUlLE1w8fPiw+5wm9o0ePNnydp+zGxMToCwoKxOfZ2dlisOf27duNHmfMmDGGqb3yoaC23p8H48m1b99e/+KLLxqGJgYEBOgXL15sNBWYH1c+fFQ5jFR+u6XHV6P2WLY8jvI+PLU9NDRUTC+W8EBUfs537Nhh9Fh825IlS8weE4CvQyYGwAv16NFDZF74PMgZigceeIAaN25MW7duFdkOXiJq0KCBuO/Jkyfp4Ycfprp161J4eDjFxcWJ2y9cuCA+csbl119/pZycHPH5Dz/8QP/+979FxoadOnVKZBDuvPNOCgsLM1w40yItS8nZev8WLVoYfR8vGSUnJ4vrZ86coby8POrQoYPh61xDEh8fb/NzZOnx7WHL48jv4+/vL5btmjdvbriNl5hYaX4+gC9DYS+AF+Klovnz59PBgwcpICCAGjVqJG7jwObGjRsiyJEMHDiQateuLeo0pPoX3n2Tm5tr+DoHQ8uXL6f27duLoIjrTyS3bt0SH/nrNWrUMDqOoKAgk2Oz9f583HJc06KszSkLRz2+LY+jdh/5bfw5c+S/D8AXIIgB8OK6GA42pICFg5iZM2eKIOaFF14Qt3G9S0JCgghg+HsYZ2vkgoODRSaHMzCcReFsR5s2bQxfb9KkiQg+OHMjD47Msff+ajhrxEHAnj17qFatWuK2tLQ0OnHiBHXv3t1wv8DAQEOBMwB4HwQxAF6Id8HwEgYHHp9++qm4jU/uDz74oFiGkYIHvh8vbfAuJF4G4cBCvotJwktKvGuJi3ClXU0S3l3z3//+VxTnciaBdzpxQMFFt7w8NWLEiDLdXw0/Bt9v4sSJYldQlSpV6OWXXxZLXFJWg/HSGBfc8q4kXrLi+0rLYACgffhtBvBSHKhwFkLahcQncM6C8DZgqXaET+gLFy6kffv2iSUkDixmzZpl8li9e/cW389Zm0ceecTk66+//jpNmzZN7Dri2pt+/fqJ5SLeQq3G3vuref/998XuIw6u+vbtS126dBGPxZkjCQdLXIPC/+7KlSsb6nwAwDvouLrX3QcBAFBWvFWca2zee+89GjNmjMOfUA4GW7VqRR9++CG5CmeVlixZQoMHD3bZzwTQEmRiAECTuA/OTz/9JHY0ca8VqW8NN+Jzls8//1wsSx0+fJicaezYseLnAIBlyMQAgGaDGO48zEtcXMDbtm1bscQk37rsSJcuXaLbt2+L61xMzD/TWXirdXp6urjOtUrcTA8ATCGIAQAAAE3CchIAAABoEoIYAAAA0CQEMQAAAKBJCGIAAABAkxDEAAAAgCYhiAEAAABNQhADAAAAmoQgBgAAADQJQQwAAABoEoIYAAAA0CQEMQAAAEBa9P8lxMUrV4G7+wAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J205721.89+005628.7_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J230256.53+121310.2_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J011711.98-005213.4_M7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134423.98+280603.8_sdL4_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J125226.62+092920.1_sdL0.5_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J151649.84+083607.1_sdL5_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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6BGXyCVCNBQAAAHgQYzKwUewUlpTq5lKN/2C9uP3nVA7NvrW7S69hnGzOYyiCg4MoJjyEcm3buALr0vZ1XTpeWc6O686OFsbSJSj7htpBGAsAAADw4iBQo9hRBYUqFNTxDe44OyxUnriirbgfG1nmaUi3xhXUMJYjwWJcbVaN5Y1kbFeAswMAAAB4EGPeijHkJMq7rS1xdNVPocGuixPp7DRIjKJljwyksBDrc615OwXifqTiHpWHKox4GKhZ/o/F4O1IUaQLY1E1dHZ+//13Gj58OKWkpIiW0osWLXK6//Lly8V+xuXkyZO6/WbOnElNmjShyMhI6t27N61du9bD7wQAAACoWBjrnKF3jSpw8pVtbmgdTUDxbCspdBi1IivCLWdHmYD+1M90yGSGlyNnp1h1djzTRsi3xU5ubi517txZiBN32L17N504cUJbkpPLkqsWLFhAEydOpKeeeoo2btwojn/ZZZdRamqqB94BAAAA4B7GMJCzMJYqfNwRCvKYUeF69ybGNtDTKGDKI1wRTMyWo5nlPsdSap6QXe3CWEOHDhWLu7C4qVGjhum26dOn0+23307jxo0Tj2fPnk0//PADzZ07lyZNmnTe5wwAAACcD4YWOPZiR3Fz1PtFbqidc4WlutlWEjX8FOFGGIujKColJudi7+xYfLb03CWx061bN7cOyh/St99+S/Xr16fKoEuXLlRQUEAdOnSgp59+mi688EKxvrCwkDZs2ECTJ0/W9g0ODqYhQ4bQ6tWrHR6Pj8WLJCsrq1LOEwAAADBibCJorJzShbGU+8UlrgsFeQyjexMbUSZw3HF2jBQVW1zI2bHe6mdjkVcwXscjIiLE4pbY2bx5Mz388MMUG+u8vbS061588UWdmKgo9erVE05Njx49xPHmzJlDAwcOpDVr1ggBlpaWRiUlJVSnTh3d8/jxrl27HB532rRp9Mwzz5z3+QEAAABuh7GKnYSxVGfHaAk5Qc7YMgqamArm7BgpMDkXY7RKPqyKcRENG+o7QnNqC5sjboexHn30UV2ujDNee+01qgxat24tFknfvn1p37599Prrr9NHH31U4eOyE8R5PqoiNH5QAAAAgEcSlG0hJ/OcnbL7aqJveUhhpCYnGxOUI90IYzEfj+9No95bYz2+Sb8do4iTwqZYUTveSt85cuQIxcfHa49VV8dlsXPgwAGqXbu2yy+6Y8cOUXHlCXr16kUrV64U92vVqkUhISF06tQp3T78uG5dx42TjPYWAAAA4CmMF3z7nB21GqukQs6OFEnGMRAVrcZi+rWsRdd2a0ALNx4VjQ+NGHWMWQdlb03HYqGjih0jLr3zxo0b2yUrOYNdEhYhnoBDahzeYsLDw6l79+60ZMkSbXtpaal43KdPH4+8PgAAAOAOxuok4yTxuz/ZaO7suJGzI8WIsYqqognKkvDQICfOjqME5bJ1vlKYVaFqrMOHD9OhQ4coLy9POD7t27d3ySnJycmhvXv36hwjFi9JSUnUqFEjEV46duwYffjhh2L7jBkzqGnTpuL4+fn5Imdn6dKl9Msvv2jH4HDUmDFjRF4Puz78HC5xl9VZAAAAgC8lKBcZRAxv5yUkOEgnhNxxdmQCcZgTZydO6absKlI8mZ6LnbVDPjsuwuV3fvDgQZo1axbNnz+fjh49qnsD7LD079+f7rjjDrr22mtFRZQZ69evp4svvlh7LPNmWKzMmzdP9NBhISXhaitOjGYBFB0dTZ06daLffvtNd4wbb7yRTp8+TVOnThXNBrlya/HixXZJywAAAEBV4EqSLicYc48ctamgOzk7hSUl5To7yXHup2/IHCCzBGVjNZY8XfX9+pWzc//999MHH3wgmvU9//zzwkHhnJyoqCg6e/Ysbd++nf744w8hOLjK6f3336eePXvaHYcrqZypPBY8Ko899phYyuPee+8VCwAAAOCPYocdHRY7FXZ2bG6RMWcnRik9r10BsSOPZ1p67kKfHb9ydmJiYmj//v1Us2ZNu21coTVo0CCxcKkXuyqcFW0mdgAAAIDqhiN348IWNenPvWd0uTpq6blbOTsyQdlJNVbt83B2pHPkSoKyXuyQ/4gd7kvjKpdffvn5nA8AAAAQ0Dk7klqxEWKWFc+1kmJF11TQjQ7KhQ5Kz9UwVu1Y27TRSnN2zEvPdWKHquFsLAAAAKC64SiUwwnJshxchq/0TQUtLoeBNGfHEMYKViqpa8WFu33u0ikqdKWpoEkHZV8ZF+GW2Pnxxx9pwoQJIo/G2KE4PT1dhLIAAAAAUL6zExocpIkJGcYydld29FzHTQX1bWKa1Y6hFsmx1LtpEkUrQ0FdRR7PvM+OpdxSex/ROq6LnU8//ZSuuuoqUfHEc6e6du1Kn3zyia5yasWKFZ46TwAAAMAvcZR6ExIcrDg7paZzs9QydWcuj6NxERzW+vnBi2j+HRdU6NzDbb155PF1BKKz88orr4gJ499//72ovOLqrDvvvJPee+89z54hAAAA4Mc4EimqsyPFRE5BsW4fOfn8eMY56vnCb/TSYvO5j/L5xpwdGS4LcqMxsJmzY1YZZnxXpjk7vqF1XO+zs2fPHho+fLj2+IYbbhANBdntKSoqopEjR3rqHAEAAAC/xVEoSuTs2JwT6ezkGsSOrMj6YPVBSssppFnL99Hjl7fRti/efpJe/Gknnc0tNM3ZOV/CZYKymdhxMAhUn6Bs8S+xwzMneOYUdzSWcHM/dnquvPJK0WgQAAAAAHrktT84SJ/UK5wdm5iQzkxugT6MVWwTGbyvdrxSCwXbHt/18Qbd/pUudkL056diFDLSwVLFjq80FXT5U+FGgj/99JPd+gEDBtB3330nxjQAAAAAwDy8E2oIMYWEsLOjr8ayD2NZn8sl6pK0nAKHH7FZGOt80MSYSeKRI2dHzdPxlaaCLn8qDz30EEVGmtfoc2dkFjyjR4+uzHMDAAAA/B7pdIQp7gwTEmTm7BjDWDKXp8zxOZpxTrtfMybco85OmFNnhxw4O+Rzzo7LYSx2cHhxBIe01JlVAAAAAChzOjhHR3cBNuTsZOcX0Z7UHNNqrMxzRdo6Tlbu1ihR3I9UHB+zDsqVJXaKTHN2jGEs8wos3q+iCdJVOvWcSU1NFUupocMjD+sEAAAAgL7vjNF1EaXnirPz4PzNdh+Z7KKcpYidPKU8nQWSiqcSlAvNnB0HYSzjmAver4q1jvtiZ8OGDWJK+c6dOzVVx4pNKrcSk/kZAAAAQHVFhnJCg/VCJNSQs7NkV6q2jcUBX2KLTZwdKTw4PJaVX+zZnJ0Q16uxtNJzo7NDVY/bYue2226jVq1aif46derUqXJrCgAAAPBlShyEsfixI+ekRlQYpecVaSLDTOyobo+nwljBwY7L5+2rsew7KIvHFguFkJ+FsXj6+cKFC6lFixaeOSMAAAAggJAXf+MoB2vOjr6DsiReEzvW52Yp4So5uiHDROzER1U4O8UU6UaZih0XOij7ShdltyXg4MGDacuWLZ45GwAAAKC6lJ4bnJ1asWWVVbLUXLo4qvMjh4XuPpll91p1492fbO4MecpGAWNajWVbY3R2fEDruO/szJkzR+TsbN++nTp06EBhYWG67dxRGQAAAABWZLqL2hhQPpbVVOeKSjT35Mf7+9Pkr7eJ+/lFJXY5M4W23Ni/9p+1v6hXdhgrKMiJs2MuakoCQezwENA///zTtMEgEpQBAAAAc2fHmDzM1VhxkdbLcHZ+sdY9OSE6jCJtjo+cgq46O/L+38czPf5Rh9gEmtGtMe+zY70tNoodH0hRdlsC3nfffTRq1Cg6ceKEKDtXF1RiAQAAAI7CWPbOTlykNTpyJrdQy8WJDQ+lqHCb42MrM1enn0uxI+dheUPsFLuSsyPDWHY5O+R/zs6ZM2dEN2WuxAIAAACAi86OofSchURMmPUyfDKzrCtydEQIRdqaDebbhI0axpLJzBl51gTlt2/tTl9tPEp3D2zhOWfHYqZYXA1jWfxP7FxzzTW0bNkyat68uWfOCAAAAAggpE6x66AcEqRVT53IyBe3nLDM4a7IMFsYq7BEhJBUZ4WdHV6Xnmd1dro0rEGXta/rkXMPcZKzY1wlBVFAODvcY2fy5Mm0cuVK6tixo12C8v3331+Z5wcAAAD4NTLfxRjGClHCWNm2mVixEdbLsgxjcYJykWFSQUEJj5Yo1kREjWj9ddgzzg7ZjX1w1EHZThj5azVWbGwsrVixQiwq/CFA7AAAAADlJyhzzk68LUFZEhNhFTlyZhYnKBsbDvJj6erEhIdo+3qCEMWNYhGjCjZHTQWN+T2+0GfHbbFz4MABz5wJAAAAEIDIHjXG0nNrNZbelYkJt16WtZL0wlJdcrJR7NSI1k89r2yCVbFjsehEg31TQQd9dqjqqdyCfAAAAADokKLAzNmRpecSLYwVVubsGOdS8RwtKXYSYzwXwlJzdhhDNM1xGMtBLo9fiZ1rr72WXnrpJbv1L7/8Ml1//fWVdV4AAABAQFDiIGeHXRN2cNRJ5dE2saMlKBeZh7FybD154g3OkCfDWMUGtePObCy/Ezu///47XXHFFXbrhw4dKrYBAAAAwCyMZe/sMIlKgnGsLWdHl6BscHa4Hw9XaakOkDfETml5zo6ceu6DCcpui52cnBwKD7ePEXJVVlaW/ZwOAAAAoDpjcZizI8VO2TU1RubsyATlIvOcHR4vIfaziSJvhLFKynFoSh0OAiX/Eztcbr5gwQK79fPnz6d27dpV1nkBAAAAAYF0OsJC7TsoMzWVAaAxtjBWhC2MxR2U7XN2SinPS85OsKEay5UOynb7kR9WY02ZMkU0Fty3bx8NGjRIrFuyZAl99tln9MUXX3jiHAEAAAC/RV77jWEsM2fHLEFZjpEwc3Y8LXakKONy8pLycnEcdFD2BWfHbbEzfPhwWrRoEf3nP/+hL7/8kqKioqhTp07022+/0YABAzxzlgAAAIC/NxW0m3puFT9JMeG6URFq6TmHscwSlOU0dJnb43F3p9RiF56yGwTqQAT5wriICpWeDxs2TEw+z83NpbS0NFq6dKlLQocTmFkspaSkiAaELJqc8dVXX9Ell1xCtWvXpvj4eOrTpw/9/PPPun2efvppcSx1adOmTUXeFgAAAODBQaCuOztlYqcsjBVtEzYcxpIDQuV+3sjbKS1n5pV8n+WFuwK+zw6Lo86dO9PMmTNd2p/FEYudH3/8kTZs2EAXX3yxEEubNm3S7de+fXsxhV0uPMoCAAAA8AVkfnGYceq57bHq7MSEG8JYitiRPXk4hCVzdqQA8iQhNlFmn4tDLg4CJf8LY50PXJ7Oi6vMmDFD95hDZ9988w1999131LVrV219aGgo1a3rmSFoAAAAQOWEscydnTZ147R1chd9nx2L1lPnVFaBEBNZ+UVey9kJsZ2ncQyEo6aC9oNALdVL7JwvpaWllJ2dTUlJSbr1e/bsEaGxyMhIEeqaNm0aNWrUyOFxCgoKxCJByTwAAADPh7H0zk64LazVq2nZNa1F7Tj9uAjF2YmPKuvHk55b6HWxU2onWsxFTVXMxjJexyMiIsTil+MiXn31VdHn54YbbtDW9e7dm+bNm0eLFy+mWbNmidld/fv3F6LIESyGEhIStKVhw4ZeegcAAACqbem5QezI8RGca7pq0iCaN64ndWyQ4DBBmUNWUnictY2L8HSfHSbYlrNTbnjKQQdlb/g6fB1Xr+t8na9UZ6ekpIS2bdtGjRs3psTERPIUn376KT3zzDMijJWcnKytV8NiXBXG4ofP5fPPP6fx48ebHmvy5Mk0ceJEnSKE4AEAAOAJpCiw66CsiJ+UGlFikcgwFpNTUCxuI0KDhZPDj73p7IS6mrMj++xUQTXWkSNHRCGTRHV1KuTsPPjgg/Tee+9pQoersLp16ybEwvLly8kTcMPCCRMmCAEzZMgQp/vWqFGDWrVqRXv37nW4D38I/KGoCwAAAODRcREOnB0z1CqrbFt+Du8v16fneT9np6S8nB0tQdl8vScxXtPPW+xwbx2uqGI4UZjDRrt27aKHHnqInnzySapsuFnhuHHjxC2XvJcHh7m44WG9evUq/VwAAACACg8CNTg7xrCWfluw5qhk5RcrYkd/jKhwz2ejBAc7GgNh3jzQfhAoVTluf0rcV0dWPnFJOE86ZyfltttuE+Gs8oTI5s2bxcKwUOL7hw8f1sJLo0eP1oWu+PFrr70mwlMnT54US2ZmprbPI488QitWrKCDBw/SqlWraOTIkRQSEkI333yzu28NAAAA8NxsLDecHUZzcWwhKxY6RicnKiy0CvvskOGxxaXp6H4hdurUqUM7duwQISxOCuY+OExeXp4QGc5Yv369KBmXZeOcN8P3p06dKh5zjxwpfJh33nmHiouL6Z577hFOjVweeOABbZ+jR48KYdO6dWuRuFyzZk3666+/RCNCAAAAoKqRjohdnx1DR2VHYifjXJH22NgxOT4qtOpKz8k8h8fo5BinpVcFbn9KHFJiUcGigzPIZQ7NmjVryu1cPHDgQKeJSlxVpeJKDhDn8wAAAAC+irzYG8NYfA11hgxZZcjKq7AQu47Jajm6x0vPSx001imvqaAPODtuix0ez9ChQweR+cwhLJkExK7OpEmTPHGOAAAAgN8ic1vcHe2gOTu2ZORIWzWWhLVSrK3jsldKzy3ldVD23XERFfqUrrvuOrt1Y8aMqYzzAQAAAAIKefF3t3IqylB5FcFhLOUYcRGh1iGdvlKNRY4GgVKV41dNBQEAAIBA6aBcHjKMlXmurKeOmrMTF+n5EJbzPjvmosa4ny+Mi4DYAQAAADyIvPZLh8TdMFaRbZKoMWfHG/k6TLDLzo55GAtiBwAAAAhw5MVe5r64ijHsxU5PrdiyCenxtinoXis9tzjP2ZEap7zcnqoAzg4AAADgQaTT4W56Dc/CUmFXp15ClNfDWMEOSs/tc3McJShXvdypsCxMTU0VC08iV+H5VAAAAACwYqlgGCvKUGnFzk5KjUjtcWJ01ebskAMNI0vU+Wl81we0jvtiZ8OGDaLyaufOnZpa414BfJ9vudkgAAAAUB3Ym5pN93yyiW7s2ZC+23qcOqQk0HMjOjhwdoLOz9kJDaFacWUzn7o28tzwbdM+O3bhKXOnR5sFFhxMhSWlPjEuwm2xw2MheDwEDwPlbsrlNUUCAAAAApVXft5Nu09l07Pf7xCPNx3OsBc7lsoRO1x6Xi+hzNnp1TSJvEGw7LNTzoBPYzUWV58VlvhpGGv//v20cOFCatGihWfOCAAAAPATzEJTMtIhKSy2qoQIwxDP8jCOhuCEZc7Teeaq9lRQXEItkmPJu2GsUvfEjuYIkf8lKA8ePJi2bNnimbMBAAAAPEBqdj698dseyrQ16Kss6tcoSxiWyFJxSX6RNb0jItS9S260STUWM6ZvE7rjoubkLYI1sUPOOyjbhJ4UN3LQqV+Oi5gzZ47I2dm+fbsYGxEWpk+Quuqqqyrz/AAAAIDzZtLCbbR0Vyot3Z1K39xzYaV9omauxbmiEgq3CRu++BdIZyfUvQ7K0XYJyu49v7JLz0scVF+pOTvq5yGbKPpAFMt9sbN69Wr6888/6aeffrLbhgRlAAAAvsjy3anidsuRjEo9LgsbpnODBNp6LFNc2At4na3hHyfoGp0ZV7GfcO6d6itXB4HaaRiLvmJLDj71y6aC9913H40aNYpOnDghys7VBZVYAAAAfJHmtcvyW+QU8cognzNwiejKTilaE8D8ojKBo95339kp2791nTiKjfBOE0FHYqfYhQ7KqrDxJWfHbbFz5swZeuihh0QlFgAAAOAPSAeGyTxnn7eTnV9EOQXFFT5uZHjZKIf84rLX4kRihiNBYW7OxlKdne5NvFNm7o6zY/R2WNSogqgsQbnq1Y7bYueaa66hZcuWeeZsAAAAgEqGc0tSswu0x0ZRczq7gPq+uJR6PP8rrTt4tkJih12dSFuejkxIZgpszg73yHG3VYuas9OjcdWJnWAHOTtG7VNqCGOVJShXPW57YtxjZ/LkybRy5Urq2LGjXYLy/fffX5nnBwAAAJwXWeeKtfJvJq+whNbsP0M1Y8OpRXIcrd5/hrLzrQJo9b4z1LOJ6/1rzhUqYsfm7Mh1qrMjy85lV2FXkM4I06Oxd3rqmGHTLC4NAlXdH+kI+WWfHa7Gio2NpRUrVohFhVUrxA4AAABfKztX+f2f0/TfpXspKSacNk65hLYqSctquMstZyc8WDT9Y/KL7XN2ZNn5h7f1prs+3kAvjNQ3HjSjcc1oIaJiIkKoYZJ9ibu3CLElGtuJHbsOynr3R4o1H9A67oudAwcOeOZMAAAAAA+ghrCYmcv2ituzuYWUW1AsStIlqivjCnJ/dnWiwkzCWDbhI12ffi1r0danLtV61ziDGwj+8fjFQvBU5bSCEBedHXZ11LlY8px9oangeaV2q7OxAAAAAH9wdtSL74J1R2h/Wq72WBUqbufsaNVYZcfYeCjdrqGgK0JHUiu2bBZWVRGiiRbnpeecnCydHQ5hybdp8ccEZebDDz8U+TpRUVFi4UnnH330UeWfHQAAAHCepGbpnR2Vb7Yc1z12N4wlhQ0nE0uxI5OSOU/ohR93ivvFhq7K/kSww9JzQxir1KK9TxY7fu3sTJ8+naZMmUL33nsvXXihtQslJyvfddddlJaWJsrSAQAAAF8NY6nIJoOdG9YQ9zl52R30Ccq2MJYtKVkmJ8uKL38l1GHpuR52daT7w26QLzk7boud//73vzRr1iwaPXq0bkRE+/bt6emnn4bYAQAA4DdiRy3tZrHjbhhLJiNztRWXl6sCSJ2bmV2BHj6+QrA2G8t5zg5vl/vwc/g/sR+R/4WxuHNy37597dbzOt4GAAAA+BLpudaOyY2Sop1WPlUkQVle3Dlso1Vj2cJYxr40/kpIkIMwlkHG8GehOTsijGVdf8+nG6nnC7/RD1tP+I/YadGiBX3++ed26xcsWEAtW7asrPMCAAAAKgXujszUS4h0uE9KQpTbOTtqeIYb78kkZBm+KlatHT8m1EEnZOPbszo7ZQJJih1+GofxqvLzcDuM9cwzz9CNN95Iv//+u5azw4NBlyxZYiqCAAAAgKpENgxskBhNaw7Yd0hOiArThmy6I3ZUo4P1gBQ7soGhMewTcGEs0sPbpaCxVmPpq87cnQ1Wpc7OtddeS2vXrqVatWrRokWLxML3ed3IkSM9c5YAAABABcmyiR0ZqmLUJn01Y8K1IZ7GMNaO41miCaEZqtPBlUfhUuzY7A21Auvl6zr57fcX4qj03PBYJChLZ0cJY0nU8nufdnaKiorozjvvFNVYH3/8sefOCgAAAKgksmxhLFXsdKyfQEfOntMu0twB2czZueLNP8TtikcHUuOaMbpt6sWfzY9wW/e9IpvYkdu5SuuGHg39v/S8xLmzw9VaMk+JXR17Z6fqxI5br8xzsBYuXOi5swEAAAAqEc6fkWGlJopYUYXLoTN5pnOt1FLr4xn6xoSMamwEK86O7JosE3qlCPL3nJ0S+2FY9k0FlYRtY8Nh+flUBW6/8ogRI0ToCgAAAPCXfB1jNVZcZCjNGd1DODJTr2ynhbFYqEiRo5aL83wqI3pnRwljGXJ2Qv1c7IQ46LNTbjWW4ThVKXbcTlDmiqtnn31WJCV3796dYmL0th4GgQIAAPA1sRMbEUo1oq1JyFKcDGlXh/5+5nKKCg/ROTrcFJA7ImedK9Ltb0S99vNmR2LH7Ln+RLDt/I1NoO1mY1mUPjtB1sVvE5Tfe+89qlGjBm3YsIHeeecdev3117VlxowZTp/LFVzDhw+nlJQUYW+54hAtX76cunXrRhEREaLsfd68eXb7zJw5k5o0aUKRkZHUu3dvkSwNAAAAyLJzdnLUsIp0cljoGPNJZBdlmevjqLLKztkJ0Scoa86OG7OwfNnZKTGUjpvOxtLec7B/h7F46rmjZf/+/U6fm5ubS507dxbixNXXGjZsGF188cW0efNmevDBB2nChAn0888/6/r7TJw4kZ566inauHGjOP5ll11GqallU2wBAABUT7LOFWtih7njombUuk4cXdOtvl0Srhz3IF2eTMXZMTbUYyzKtT/YxNmRz5Fiwf/FjqXcqedqB2Xj2/YrscMhrLy8PLv1586dE9ucMXToUHr++eddLlGfPXs2NW3alF577TVq27atmMd13XXXCRdJndV1++2307hx46hdu3biOdHR0TR37lx33xoAAICAdXasIawnrmhLPz90kfZYRbo9cmSEFEquOjv2fXast6EhgSJ2SIexFJ0/o7Ip8PxZ+Gk1lmwqmJOTY7eeBRBvq0xWr15NQ4YM0a1j14bXM4WFhSKcpu4THBwsHst9zCgoKKCsrCzdAgAAIHBzdqSz4wyt106RfRjLrPuvvs+O4uxoYSx9nxp/JSTItTCWEDtyMGp4iFedHeM1na/zKm6/MjcRMsbhmC1btlBSUhJVJidPnqQ6dero1vFjfiPsJPGU9ZKSEtN9+LmOmDZtGiUkJGhLw4b+2/8AAACAY6RgMXNyjMj8HXnBVhOUzZ0d6y1fEkVTwZAQQxirrJtwQHRQthg2mDQVLHN2OEeKvObs8HVcva7zdb5C1ViJiYniy+SlVatWOsHDgoPdnrvuuov8gcmTJ4s8HwmLJwgeAAAIHDh/ZH9artY9Od4VZ8cmdvI0Z8d5GEt2EJbVSo6qsfxd7IQ6LD3XwzlKMrk7OjxEa64o8WS/oSNHjlB8fLz2mIuaKiR2uNKKv9jbbrtNhKtYOUnCw8NFNVSfPn2oMqlbty6dOnVKt44f8xuKioqikJAQsZjtw891BH8Ixg8CAABA4PDp2sP070XbtccuOTsyZ8d2wVYv1s6cHallHDUV9PecnWA3EpTPFRZrn6W6Pwsds6hQZcG6QBU7RlwWO2PGjBG3nDDMA0BDQ91u0eM2LJ5+/PFH3bpff/1VE1UssrjXDw8h5WaHTGlpqXjMycwAAACqJ6rQcTVnR+uibHN2ihWxY1aNJXN25EXcWHounZDAydmxOJ+NpSYoh4dQjk34VHVyMuP2q8fFxdHOnTu1x998840QGk888YRIGHYGh7q4hJwXWVrO9w8fPqyFl0aPHq3tz2ExLmd/7LHHaNeuXfS///1PTFZ/6KGHtH04HPXuu+/SBx98IM7r7rvvFiXuXJ0FAACgesKTzFVcCWNx6IWRF+wiJUnFWTWW0dkJ2NJzS/lTz9UwltpMsSrLzhm3X50Hgf7zzz/iPguRG2+8UZR6f/HFF0KUOGP9+vXUtWtXsUihwvenTp0qHp84cUITPtJF+uGHH4Sbw/1zuAR9zpw5oiJLwq//6quvimN06dJFiKfFixfbJS0DAACoPoQZ8kPcCWPJBGW1Asu0z44WxrJe1O1Lz8sa7FWHPjslFqUaKyxEV3he1c6O27EoFjosKhgWOAMGDKBPP/1UjI+46aabnHZRHjhwoJ3tpWLWHZmfs2nTJqfnxCErhK0AAADIPjlpOfrSY5dKzw3VWOqUb2PZtd7ZCdIJLBnGChxnh0z76pg5O7IRo7H0PNzfxA6LFc6LYX777Te68sorxX2uZuJScAAAAKAqSc3SCx0mOS7S7ZwdNYylCh+z0nP1gs4XfTEUM0DETrDtDRo/A2le8Ga++8eeMg3AYkdNSK5qseP2q/fo0UN0Qf7oo49oxYoVYpyDzL9B6AgAAEBVozYDlLRPcVyp46ipoBrGcp6zoy89l6GsQHF2Qm1hODtnx/YwzCRMxzk7al6234kdDlPxDCoOGz355JNiOCfz5ZdfUt++fT1xjgAAAIDLqDOt4iJC6d/D2mrl086IiQjVdV1WnQzznB1DgnKIXuxo4yL8XOwE296WXc4OORZzoqmgkrVjzKHy+TBWp06daNu2bXbrX3nlFdHzBgAAAKhKZOfjHo0T6cu7Xf8jPKWGNdR1ND3PzT47MmfHOvyS1xcUl5SNiwgO1NJzcijmcgqKdTk7VS34Kk1qRUZGUlhY+dnuAAAAgDecHWP5eXk0SooRt4fP5Nm5Oa702eFbNRQmnZ1ALz0PNWma2KtJkq70vKo/A7edHTk2wgivY8HDYa2xY8eizw0AAIAqzdmJd1PsNK4ZLW6PZ+bT2gNnDc6OSTWWbZV6Heck59zCEsovCpycnZBySs9DDSGqVZMGUUqNKF3OTlWX37stdrifzQsvvEBDhw6lXr16iXVr164VvW3uuecekajMjf2Ki4vp9ttv98Q5AwAAAJXu7NSMCdfuP75wK9WNL6vgMox5Mk1QNlZ0lfXZCQyxU+ogZydMeX/cT4eFDqMaI1Ut+NwWOytXrhTVWMahn2+//Tb98ssvtHDhQpHX8+abb0LsAAAA8DpZ51wf/qnCF+cHBrekN5bsoQNpuVpHZUfOTllTwbJ1kWHBWq+fskGgwYFRel5q7uyEKGEsNUk7yJ9zdn7++WcaMmSI3frBgweLbcwVV1whuisDAAAAVeXsuBvGYh66pBWlJFgdnb+PZznN2ZE5LKqDoTUmLCpRwlgUGM6OxbwpsBqiUkvMVX1T1c6O219BUlISfffdd3breR1vY3g2Fc/QAgAAALzN2VzrnMbE6LKwlDt0b2K9lqk47bOjXEkjQ61ipyCAnJ1QBzk7MqylujZqiblael7Vk9/dDmNNmTJF5OQsW7ZMy9lZt26dmE4+e/Zs8ZhnWfEYCQAAAMCT8AX4xZ92UvfGiXR5h3pi3elsawfl5PiICh2TS9a/23Jct051do6czaPdJ7MpMSbMLmfHzNmp6hDO+SJ7FNn32bF3bRw7O36WoMxJx+3ataO33nqLvvrqK7GudevWopuybCr48MMPV/6ZAgAAAAZ+3XGS3v3jgFgOvmjt6J+anS9ua8dVTOx0apBgt0690Pd/eZm4vX9QCzuxE2FzdrgaK1DGRYSU12cnxFzsqOG9qhZ8bosd5sILLxQLAAAAUJWk2lwcOcCThUV6XpHL87DMqBVrL5LMZmOt2nfGLhFXHSYacKXnFvNqLDVnRxfGUt62Kgj9RuzwINC9e/dSamqqNhRUctFFF1XWuQEAAABOkRPKmTs/3kC5BcWak1CjAgnKTI1o++e5MvWcibQ5G/mig3JpgJWeU7kdlPVhLD92dv766y/617/+RYcOHdLmgqiWVUlJ2T88AAAAwJOczLKGrJjf/zmtc2dcmYdlRmxEqLjAq2Eb6dJwSblEbpZhHtXZyS8MoHERwbL0vLTcDsrhyn31Xavl6X4hdri/Dk8+/+GHH6hevXqm3ZQBAAAAb5CaVRbGUmmebB39UBH4usau0BlbVRcjhY+cuyWHfVr3J7umgvmBNAg0SJaeW4efatd9m+Ghhq50zo7yvqv6M3Bb7OzZs0dMOJfTzgEAAICqdnaS4yKoZmwE7Txh7Y3TvHbseR03IVovdqSzk6GInYy8QscdlAtLtDBXVVcinS+qUOGPQZo0ptVYutLzMqra3XL7G+jdu7fI1wEAAACqmpOZVrEza1R3+umB/nRV5xQxjHNs3ybndVxjvg87O5+tPUyfrjmsrTsrxU5weR2Uya8JVoSKGtozy9nRJyj7sbNz3333idLykydPUseOHe0mnfOoCAAAAKCyWLUvjab/8g+9MLIjta5b1rCWS7tlmXldW9fj127oLIRGXGTFkpMlxoaEJzLP0eSvtunWcXm5o9LzguJSMSdKbPfzMFaIA7EjnSs1dOWoGquq3S23xc61114rbm+77TadepNxPCQoAwAAqEz+9e4a63Vn3jr6c9IgnbNSVMLXHmsYS15s1QtuRUlUhoKqjQrNUB2MsJCyZN5QS5BdArM/EqKcv1p+bjEp1c84Vxb6UzWe3zk7PNUcAAAA8DbHMs6ZhrBqxkRUisBRkZO7JWr+jhH9Rd16HizCwkMCq8+O4zBWsN13YhwXEeJvYqdx48am67nfDo+McLQdAAAAqExe+Xm3uK2bULFOyc5oYBA7GbZGhWbo+slIZ6eklEosIT7RUO98UYWK7AqtNhVU355aHefXzo4RTlaeO3cuzZs3j06fPk1FRY7/QQAAAADuwhU+hbJpjY3s/CJauTdN3O9Y3368Q2U7O85Qr+NlYSxLwIyLCFZOXzf93XZXfXfqdjW8V9V9dirk+507d44+/PBD0S2Z52KtWrWKpk6dSkePHq38MwQAAFCtUTsay6Z+q/edESGV6PAQemFEx0p/zXYp8S7vq686CtZ68MiQj78nKAcFBWmCRyYlM/Iev7/3x/YUs8hmjeqmPM9PnR2ebj5nzhyaP38+NW/enG655RYhdP73v/+J4aAAAABAZaNeKPMKS+i3nafo3k83icfXdW/gETGRFBNO3957IS3bdZpe/+2fCjk7MpnX3xOUpYhjd02fs2MLYxHRxW2Sad2TQ0hFDd/5TTUWl5RnZWWJUREscNq3by/WT5o0yZPnBwAAoJqTp4xoOFdUQlMWbdce929Z22Ov26lBDco6Z5215Qz9DKhgLWenLIxFfk8wv4cS8wRlXRxLQV1d1c6Oy1/B7t27Rdjq4osvhosDAADAa8jhnjKMxa6LpE/zmh59bdkk0BlmCcpcjSWdnUAYqxRiew86sWNSdaWiOm4h/iJ29u/fL/Jz7r77bmrQoAE98sgjtGnTpoD4EgEAAPgmBcUlQjhIeAxDdLg1KPHoZa3F0E5PIsc/OEO9DMoSeO6zYzYo1F8JsYkVtc+OzN9x5e35jbNTv359evLJJ0X11UcffSQ6KF944YVUXFwsKrH++cd5TBMAAAAwNurbcOis0w8lt6AshCWdnUzbfKoLmiV5/AM1ip32KfHUo3Gi1sTQPowlS88DpxpLfQ+60nOTaizHOTt+InZUBg0aRB9//DGdOHGC3nrrLVq6dCm1adMGoyIAAAC4TL+XltK1s1bTuoNlgufI2TzKKyw2DWHJEQ1S7CQY5ld5I4y14M4+9OXdfSkuMtS8n4zN2SkqDZxqLFWs6ErPbThydvTjIvxQ7EgSEhLo//7v/2j9+vW0ceNGGjhwYOWdGQAAgICG50cxK/dY++XsP51D/V9eRiNm/qntI4WNhIVQVr51XbxXxE6Zs5MYHaaFzWQozehgaNVYSs5OIISxgs1ydrRqLAc5O4EidlS6dOlCb775Zrn7zZw5k5o0aUKRkZFigvratWsd7sviiXOCjMuwYcO0fcaOHWu3/fLLL6+stwUAAMDDyEGSmw5niNt/TuXQvtM54v7RdP2IiNM5BVr4xBvODk9QNxsOqq4367PDeUaBVI0VKsNYJn12HGk5syq1qsKlV2fx8Ndff5W7X3Z2Nr300ktC0JixYMECmjhxIj311FPCCercuTNddtlllJqaarr/V199JUJlctm+fTuFhITQ9ddfb3d+6n6fffaZK28LAABAFaHmfnCHZIYbBEo2HEwXt0fT83TPO2WbvcRiQ04Y95azExVuft+8zw6Pi7CFsQLB2Qk2c3ast668u6p2dlxKY2dxwdPOOWw1fPhw6tGjB6WkpAh3Jj09nXbs2EErV64Us7HYdXnllVdMjzN9+nS6/fbbady4ceLx7Nmz6YcffhDjJsz69SQl6ZPPuJlhdHS0ndiJiIigunXruvO+AQAAVCE5Sl6OFAjqSIgcW66O0dk5lpFv11XZk6gXadXNUXN59KXnwQGdoFxiOhvLURjLPnHbp8XO+PHjadSoUfTFF18Id+add96hzMxM7U1y92R2aLjDctu2bU2PUVhYSBs2bKDJkydr64KDg2nIkCG0evVql072vffeo5tuuoliYmJ065cvX07JycmUmJgokqeff/55qlnTce+FgoICsUi4WSIAAADvkaXk4sjrJwsEiUxSNjo7u05af183TIomb6O6OeqUdTVCI4VbkRgEGkAJykFOnB0Hb08VpJ6ejWW8jrMJwovE5QYF/CQWPLwwLHZ4RhaLirCw8hV2WloalZSUUJ06dXTr+fGuXbvKfT7n9nAYiwWPMYR1zTXXUNOmTWnfvn30xBNP0NChQ4WA4pCXGdOmTaNnnnmm3NcEAADgGdTOxNwVWQoESW6hdd3fx60Xsea1Y2jf6VzaccL6uFkt/R+93kB1dlSxozobZX12LCTfTqD22bHYbh0lKKvDVD3t7DRs2FD3mNNlnn766bLXr+iBOaTFi7dgkdOxY0fq1auXbj07PRLezmMteG4Xuz2DBw82PRa7S5w7pCpC4wcFAADAc/DUckmBmdgpKKaTmfl0IjNf5MT0apokxI681jatCrGjc3aCnIZr2AEpKS0N7DCWxXrrSMvVV8SOp/OWjhw5QvHxZcNbVVdHvD55iVq1agmn5dSpU7r1/Li8fJvc3FyRr8PhtPJo1qyZeC1ufugI/hD4Q1EXAAAA3iMr397ZKVTCWNxMcMcJa7pEy+Q43YgIplEVhLHUBGqZm+Ooz45aWh8c8KXn5tRNiNTuZ+TpWwhUNsZrepWJnfDwcOrevTstWbJEW1daWioe9+nTx+lzOVeIc2xkCM0ZR48epTNnzlC9evUq5bwBAAB4NmeHGwWaOTvyApkcH0GRhsoro/jxJI1rWoXVVZ3r21WQOeqzwxQUBZ6zU2px3dlRQ31R4X4y9bwy4NDRmDFjRDUXh6NmzJghXBtZnTV69GgxloJzaowhrBEjRtglHefk5IjcG64UY3eIc3Yee+wxatGihUiYBgAA4JtIN0eOgJCTwiW5hcVaRRY38otVOhYziV4UO9/e2090du5QP8FU1KgXe7WfDM/1CpQ+OyE2sVNYXEpPfL2NejVJKrcai5kzugdtPJxOA1slk1+IHR4EyiGi8+HGG2+k06dP09SpU8VsLW5EuHjxYi1p+fDhw6JCyzhtncvaf/nlF7vjcVhs69at9MEHH1BGRoYoh7/00kvpueees7OwAAAA+A6qi2Mexiqm7PwysRMXqS+E8VbpuWxemKAIHfswlgNnJ4DCWCE2sfPtluP047aT9Omaw3R99wblPm9IuzpiqWpcFjuc+Mudj6+66iq6+uqrRffjinDvvfeKxQxOKjbCk9ZlXNBIVFQU/fzzzxU6DwAAAFUHOwTOwlh5hSWa2GGhE29wdmpEec/ZMUNXeq5oGXY5WBhwbosUOwERxgqyvoe07EKXOyj7Ei6ba1w6zuEl7nbMYodzYrhB4HfffUf5+dYmTwAAAIArqMJGhrGKio1hLGvODoew1DlYMeEh2oiJqiLcQTWWsSLLbLs/EiIFm/JWpA/hD+/P5X8t3C2ZuyfPmTNHjGRYuHChyKF5/PHHRfUT59RwJ2QOUwEAAADOUENWmthROyjnF4uFYVdHnTJeQ5lRVVWoYSxjzorq+gSMsxNsfQ/qO9Fydsj3qZA05i+2b9++9OKLL4pREZs2baL+/fvTvHnzqEGDBg5nYwEAAADGMJbWVFApa07PK6K/9p/VcnbilZwdb+bruBvGYkIN3YIDQewEm72HcqqxfIlKqcZq2bIlPfzww2Lhsu+zZ63/QAEAAAAzVBfnTE6hXRiLOZmVbxrG8mbZuSMcNRU0m/DtD2Ge8pBvV30rspuyow7KvkSll55zaMvZXCoAAABAFTssarj6Sl2nwgnK7O5IGiSWdeb1RWdHFUJm2/2REJuAU4WNdOf8QcsFQPU/AAAAf8MobA6k5VKRksejwkJHDQU1SPR+92QjjmZjMRGG5OlACGOFmKgFWW3mD0DsAAAA8DrGCyUP+JQC6PHL2+i2takbJ257NkkUtyO7lnUy9sUwVqQyMNRsuz8SYhNsMilZbZrorKmgrwCxAwAAwOtIF4cb9jFzVx7QxE6t2HB6d3QPcf/2/k0pxhbC+mh8b1r/7yG6adq+GMYyip1AcHaCbYKmWHHf5DgMf3h3EDsAAAC8jkxGHt2nsbjdfSpbc3tYSFzSrg79/ujFNHloW52IqBXrG93xdWLHIGaiAlDshMpxEUr4UX5ffmDsuJ+gnJiYaGpZ8TruxcNzqcaOHavNuwIAAACMyItmcrx1MjYX9pzNLdQJiUa2AZy+iFpebrwkRoYFXjVWsDIbyy6MRQEodniu1QsvvEBDhw4VwzyZtWvXihlX99xzDx04cIDuvvtuKi4uFh2WAQAAACMyZBUbESLEAY+MOKOJHd+/fKpTz2PC9ZfSqPDAc3ZCbIJNTSzXZn/5wftzW+zwUM7nn3+e7rrrLt36t99+Wwzr5M7KPEfrzTffhNgBAABginQIwkNCRMPA/KICOpNTINaFVfEoCHfDWMa+P3Y5OwHg7ISYhbECOWeHB28OGTLEbv3gwYO1oZxXXHGFmJIOAAAAmCEvmuziyCRl2UA5zNCUz9fDWJxQ7bQay/ffjstip6hYGfNhC2P5Q9KO219BUlKSGP5phNfxNiY3N5fi4qylggAAAAIXnmtVqox5cBUZDmEXR+2O7I9hrKSYiIBPUA6RYsdPnR23w1hTpkwROTnLli3TcnbWrVtHP/74I82ePVs8/vXXX2nAgAGVf7YAAAB8hpyCYhrw8jJqWiuGvrirj1v9VqRDwKJBOjsSHg/hT86OMYxlFDsBkaAcZFaNJfvskM/j9r8oTjpu164dvfXWW/TVV1+Jda1bt6YVK1aI4aAMz8gCAAAQ2BxMyxVJxbzsSc2hVnVcd/SlQxDOzo5B3PjC7KvysI2FEtS0y9kJDtzS8+IysSMNvYCbjVVUVER33nmncHc+++wzz50VAAAAv2L57lRN7BSXlNKKf04L0dK1kbXrsRG1p44xjJUY7V9ix+hMVZcEZYk/vD23cnbCwsJEtRUAAACg5m9knSvW7n+27giN/2A9XTNrFZ3IPOc8ZyckiOomWHvtyBCQUSz4Im3rxdHNvRrRo5e1tiu9tk9Q9gM1UA7yPagiT+IP787tBOURI0bQokWLPHM2AAAA/AZ1cKf6F/+Gg2e1C+ORs87FDg/NbJwUo61PjNa7JL4K5ydNu6Yj3XNxC7ttas5OIISwynOnAjJnp2XLlvTss8/Sn3/+Sd27d6eYmLJ/pMz9999fmecHAADAD5wdNZdj18ls7T53ReZtnJujUqiEsRornZIT/SBfpzzUpoKBEMIqT7T5wyBQt8XOe++9RzVq1KANGzaIxfiGIXYAAKD6iR15n0XM3tQcbf2rv+ym//tkA82/ow/1amptT6Lm7LAIUsdCGCuZ/F3sBEKPHTVB2QzflzoVEDs8DgIAAADQhbFs4mXf6RwqVvruSOEz54/9mtjhBGa5T2SotYNyn2Y1afX+M9Smnv/3aOP3E2jOTqjSV6haODuSwsJCIXyaN29OoaG+3xMBAACA552dXSezTPdNqRFl5+qoybwfju9F6w6epS4Na/j916SW0gdCcnJ5jR794R26bbDl5eXR+PHjKTo6mtq3b0+HDx8W6++77z568cUXPXGOAAAAXGD/6Rx65/d9lJVf5P2cHSl2TpTl66jIBnSy67KEE5Rl7k7f5rUo2jBU0x9RS+n9QQicdxgrKADFzuTJk2nLli20fPlyiowsKxfkeVkLFiyo7PMDAADgAixwhv93Jf3nx130wvc7qyCMZb1/JD1P3LZMjjWcX1lper6SrxMozodKnOLsmPWlCbwwFgWe2OGyc+6e3K9fP12cjl2effv2Vfb5AQAAcIENB9Mpt9DqmHy39TjlFZaJC0+Qea6Idp3IsnN5TmdbJ5cPbF1bt3/WuSI7Z0e6OoGGmmQdEer/Cdflh7F8X+24/S/t9OnTlJycbLeeh3/6Q5ISAAAEIpsOp2v38wpL6MdtJz36epfP+J3mrDxgl6CcahM7l7SrS79NHEDPj+igOTuzV+yjYW/+QUfOWt0ff2geWBHUa2FshP+H5ZhQJ2Vl/nDpd1vs9OjRg3744Qe7L3XOnDnUp0+fyj07AAAALvH3cavLUivW2qdm2a5Uj35yJzLzdY+Nzk5yXAS1SI4VC5OdX0Qv/rRLnOeTX283nSEViBhHYfgroX4wid4ZbkvO//znPzR06FDasWMHFRcX0xtvvCHur1q1SgwDBQAA4BwWBqPfW0tNasWILryVwbEMa6fiwW3q0IL1R+hUll6MeBrOTeEp6OwqMbXjInRl2Oo4CXmuXHYe6Kj5O/5MmJ+XnrstqzlXZ/PmzULodOzYkX755RcR1lq9erXoqAwAAMA57G5wT5nP1h4WjkdlOi2dGiaI29M5VofFE1hMBiRxGOuk7RxiwkMoxha+kRf7NJPzCdQwltpxeEArfe5SIFZjBfu+1qlYnx3urfPuu+9W/tkAAEA1QBU4O09k6zoLVwRORuaEYaZzgxq6cJInMKsw4nUr95wW99vUi9fW8+RzRwRyGGvxA/3F5PcxfZtQwDs75Ptqx6V/aVlZ5k2iHJGdbd5ngZk5cyY1adJElK337t2b1q5d63DfefPmCXtMXdRyd/kXxtSpU6levXoUFRUlSuD37Nnj1vkCAIA3Sc0qEyLbjmWel8hZtOkY7UvNFY/jIkKpaS3rvEIOJ+UWVF5FFrtQd3y4XlRS5RWU9clRQ3MyKfqKjvW09dLhMSNQKpXMaFknjib0b+ZUJARKzk6Q72sd18ROYmIipaa6nuxWv3592r9/v9167sMzceJEeuqpp2jjxo3UuXNnuuyyy5weOz4+nk6cOKEthw4d0m1/+eWX6c0336TZs2fTmjVrxGBSPmZ+vnfj1QAA4CpqiGnN/jMV/uBmLd9HDy7YTMPfWikeN0iKFuIi2jabqTLdnclfbaNfdpwSoidPaQooOZZ+jtYdsk47v6JjXZeOGcjOTqAR6qwaiwIkjMXuCVdbxcbqm0Q5oqjIPAY9ffp0uv3222ncuHHiMQsUruyaO3cuTZo0yfQ57ObUrVvX4XnNmDGD/v3vf9PVV18t1n344YdUp04d0Q/opptucul8AQCgqpydP/emCVekIg7AJ2usHewlw2wio1ZsBB0+m0dncgtEEnRlwqXl50x6+MhxWN0bJ1K9hLLREMyFLWrSn3vtRV1EAOfsBBphfu7suCR2GjVq5FaODouTsLAwu1laPCWdOzBLgoODRdiJk5sdkZOTQ40bN6bS0lLq1q2bqAbjBoYMz+Y6efKkOIYkISFBhMf4mI7ETkFBgVgqGqYDAIDKcna4EeDR9HNa+MlVeAZVel6huN8+JV7kxoy6oLGut0uOSbjpfBOSORFZVlyZMbqP9RxUZtzYld5auoc6NahBD3+xRVtfHaqxAoVQp2K86tWO8ToeEREhFrfEzsGDB8/7RNLS0qikpES4Lir8eNeuXabPad26tXB9OnXqRJmZmfTqq69S37596e+//6YGDRoIoSOPYTym3GbGtGnT6Jlnnjnv9wQAABXhZKa19FpyPMM9scNzpu75ZCOxBhnSNpnmjOmp2x4TYRUReZWUs5NfpB/46UjstK4TR1d2SrFbz2Xoz1xtbS74wo876WyuVaQhjOU/hPr4bKyGDRvqHnO6zNNPP6099ukGANykUG1UyEKnbdu29Pbbb9Nzzz1X4eOyu8S5Q6oiNH5QAABQmbA7cut7a0X/mzO2iz0nFGcXFGt9Z1xl/cF02nc6V7g5L1/X2W67HKYpx0dUZvUYJyifc3DcG3o21EquHcH5RGdzA7/0PNAIc1qNVfUcOXJE5PhKVFfHq2KnVq1aFBISQqdOndKt58eOcnKMcGisa9eutHfvXvFYPo+PwdVY6jG7dOni8DhGewsAADzNyax8Wrk3TbeOS86X7EoVzo47yHELnRskmJZ2S2fHLLemIqhT1NmVyXVw3Po19NWyZsQoU81rBEh34epAqNOcnaqXOyx0VLFjxGup8OHh4aLp4JIlS7R1nIfDj10dM8FhsG3btmnCpmnTpkLwqMdkl4arsjC6AgDgS2w5oi8x5yGYnMPCmImdYifTsuVk8QaJ0abbo8Iq19lRJ5an5RQ6DGPViXdB7NiEGFMjGmLHXwhzUo3lD00FvVr3x6EjTnT+4IMPaOfOnXT33XeLAaKyOmv06NG6BOZnn31WdGjmMnYuVR81apQoPZ8wYYKmJh988EF6/vnn6dtvvxVCiI+RkpJCI0aM8OZbAwAAO7ip3Jcbjor7245l6Lal1IiiugkRpiXir/y8izo/8wvtTc0x/VQ5oZlpkKivevJUzo46sTwjr9BhGIt7y5SH2ncnIdpxw0HgW4RWh2qsyuLGG28UU9O5CSAnEHOoafHixVqC8eHDh0WFliQ9PV2UqvO+3OuHnSGewdWuXTttn8cee0wIpjvuuIMyMjLEOAs+prH5IAAAeJPSUguNmWttmtqqTiztPqkXLjVjwikpxip2ZMKuZOayfeL2tV9206xR3Z2IHXNnR+bsOKuacodsxdnhc+UZWCrjLmxCY/s2cWnCt+wBxCTC2QkMsUNBgSt28vLyhDjhknIVrpxyxr333isWM5YvX657/Prrr4vFGezusAPECwAA+AonlEGc3CV5T2q23TTsmrYJ5VuOZgoH6LruDRyKDJ5izk4OuydSHMlhm44EReUlKBfrQlqv/Lxb3L+0XR0a3DaZrunWwOU+QWoPnhpRcHYCIYxFvq913Bc77Mxw2Omnn35ymFcDAADVnQOnbSVHRLT2wFnR5E8lPjJUuDuSR77YQv1a1NIJGK58YjYdTqdx89ZZjzvtCm0OVoKDBF8pdnicRGXg6Dht68XTjT0buXWs5rXLSuyRsxMozk4A5uxwjgyHizgJmGdRcciIc3Batmwp8mYAAAAQHUgrC1t9s/m46ImjwkKlZqzemVm6K5XOKA0HWdSs3JNGy3ZbB2wye1JzNLHjSCzIvJjKCmM5Oo6caO4O9ZU8I4idACk9D/J9ueP2v9SlS5fSN998Qz169BD5Ndzd+JJLLhElX9ysb9iwYZ45UwAA8COOmlRYcdWKHKvAYawYJX+FeeLrbfTp2nidsBn13hrdPkt2plKJ7SDecnYclZpXROy0rlv2/lzJ8QF+0FSQfB+3/6VxMnBycrK4z0nDHNZq1aoVdezYUVRMAQBAdWTDobMUEhxMXRrWsKtgkrRMjqPdp7K1hnpmfxFvP+Z8fM3BtFytdN1RUz6tqWAljIuY9+cB+nK9taLMSGyE+6Xj9WtE0fvjegqh4w+OALDirFmkP3yNboexeITD7t3W5DSeWs7djI8dOyaGeqqN/QAAoDrAM6q4VPzaWatpxMw/KddWqSRDTbfa5lUxTWpF66q1mJev6yQGd7rKcduoCWchoCibCJI5PxUlNSufnv5uh9bx2UhsBZwd5uLWydSzSdJ5nRvwLkFBQQ6HgQZkNdYDDzxAJ06c0GZPXH755fTJJ5+IpoHz5s3zxDkCAIDPMnbuOtEdWbL1aCb1aV6Tss5ZRU+nBgnatuKSssQdGc66oUdDurxDXRr82gq7fjtmnMjMdxrCUmdOFRQ7bkzoCsYS88oIY4HAIygQnR1u7Dd27Fhxn/vecJO/devWibkU3EcHAAACGQ4jSfeGUYUOs+lIus7ZkeXlTIYS2qqXUNYLLD4yjFZPGkS39C6/skl2W3ZWth1hmyZeYOLs8CDPbzYfo3QHbo2jAaDMw5e0ojHKVHOe7QWqD0WKWA94scP9bLjHjiQ6Opq6detGMTEx6HUDAAhoNh/JoEGvLaeHP9/icJ/lu06LxOD0vELNgWmfYk3KvbJTPZo9qrsQDNd0q697XmhIMLWuW9aBmJv0TejXVMy/MquMio8KLdfZyTc4OyzSBr6ynB6Yv5n+/c32ct9vfrFeLDWtHUMTL21tJ6pA9SbID8JYboudZ555hnJy7FuYswDibQAAEKi88/s+EX5a/PdJMTJBdXh+m3iRuF178Cy1m/qz1uWYxc5H43sLkTPqgsYiZPXM1R2EuDHSrVGibkjov69sR49f3qbcsQuuOjtvLdurTVj/YesJ6jNticORFEy+oeQ8JjxUvJ/ruzegIW3rUMMk83EVIDCp62D2WUA6OxaLxTSDfsuWLZSUhIQzAEDgcswmYKSoSbP1xOGE4BbJcdShvv3UZS4x58nkLHLK6zLMTfqM+TB9W9Si5Y8MpDdu6uK62HHg7Hyx/ohd/s9ttmaFrjg7UbaS9leu70xzxvRANVU1Y+rwslFNKn6gdVxPUOYycxY5vHCpuSp4uGsyuz133XWXp84TAACqFP5DT3VB/tybRjHh1rl+teKs+TM9GifZlY5zPo475b3Tb+hMW45kUN/mtbT1TWrF0MEzZR2Zy8uXibQ5O9yPh6enSxepRnS4mFquYuzs7CxnR51rBaofV3SsR4sf7C+aX7682FqVzfhDCwGXxc6MGTPED/ttt90mwlUJCWVxZK7EatKkCfXp08dT5wkAAFUKV1eps6Z4VlVXW08dWTo+qE0yzVt1UPc8R71wHMFzpnhx1DvHHWdHujuxIcHi97fqTKnwrC12n4wYS9ddnX8FApc2deNp3UFrEr7ED7SO62JnzJgx4rZp06bUt29fCgtzv5kUAAD4KzLXhd0XbujH3Y3ftwmbFNtwy4ta1aZv772Qrnrrz0p/faOr4kzshCuihPN2uIEfC5pzDvru8GiLpJikcp0ddDwGjLG/oB9oHfdzdgYMGKAJnfz8fMrKytItAAAQyGKnXb14urlXI23AJ5NSoyxxs1MDq9vDNK5Z1kTwfDGKm9gIx45RcHAQhYfqe+3IEvlaSim8ZJ8ytNTM2eFjPT+iAzVMqrz3A/yXYIOV4w/Ojttih6uu7r33XjEygsvNOZdHXQAAIBCRuS0sbLo31v+uS6mhr0p68ZqOlBgdRjNu1CcVnw8xbjg7DLtPqmDJyLP2+EmMDhcjG1SOOsjbkU7Q1Z1TRCUZAIz95IigwBM7jz76qBgGOmvWLIqIiKA5c+aIHJ6UlBT68MMPPXOWAABQRWw8nE7PfPc3Ld11SjzukJJAHesnOBU7N/VqRBunXEJdlVLyynd2nIsdmSsknR1V7HAPH5Xjtq7MRmTpurt5R6B69dUJ9n2t4/64iO+++06ImoEDB9K4ceOof//+1KJFCzH9nMdG3HLLLZ45UwAA8CIH0nLp4c8308bDGbr1vZvVpAaJURQfGUpZ+dY+O0anxBMVKpyzw7OJZBfbWDedHa3JYXQYTejfVFSQHUjLozeX7KGTBrGTnV9E037aRf+clENLkZgMyjD+0/aHaiy3/wWfPXuWmjVrJu7Hx8eLx0y/fv3o999/r/wzBACAKuDnv0/aCR3+C7ZzwwTxy11tCqh2PvYU/JrqPCxXw1jS2ZHjKzi8xsca2bUBXdA0STdcVIq8jk//Qp+uOUzrD1mrbuDsAKc5O0SBJ3ZY6Bw4cEDcb9OmDX3++eea41OjRlliHgAA+DNGt4OrsN64qavWnViWnYcG8zRo7zgfas8eZ1PPVYGiOTu2WVjca0dSz+ZIncjIF6XpzP99stHhsQBggg3/3IMCMYzFoSvulsxVWZMmTaLhw4fTW2+9RUVFRTR9+nTPnCUAAHiZE4rbcf+gFvTQJfpmqtOu6Ugv/LiT7rjI6nR7g2I5Kp2Iatt6+7jq7MghpKpI4mGkLOI4EZmrtbgZ4c4TWQ6PBYC5sxMUeGLnoYce0u4PGTKEdu3aRRs2bBB5O506dars8wMAgCp1dt65tTtd2r6u3fbk+Ejh9HgTtU+O2WwtFelAlVVjFdpNS2fHpkXtWNp9Kpv+PpaljYMw4mg9AAHr7BjhxGReAAAgkOC5UUw9W8NAX8A4mNMZUqBIsXPwjLW8vG6C3hFqXz9eiJ1txzK1pOehHerSkfQ8bfSFmisEQLA/qJvzETulpaU0b948+uqrr+jgwYPC0uWOytdddx3deuutfpGRDQAAZnACb2FxKdWOixAzpU7bhnzWiXceLvImeQ46IJshE5hzCkooK7+I9p3OsWt6KJskfkXHaE9qNqVmFWgDSXOUie6qGwRAcCA3FeTktauuuoomTJhAx44do44dO1L79u3p0KFDNHbsWBo5cqRnzxQAACqJTYfTadCry2nCB+vEoMzSUgtdO2sVXfL6CjFWIetcEdnydXUJvVXNv2ydm3kGV3nIDsu5BcW0/WimeD8Nk6K0OV6SJjVjxO2P206K6iue4H51lxTRj0cCZwc4HxcRFDjODjs6XFq+ZMkSuvjii3XbuMngiBEjRP+d0aNHe+I8AQCg0vh60zHan5Yrln9O5VCpMtGcB3x2s3VI5q7FcuyCL/DEFW2pd7MkMYOrPGJsg0NZ7By1DQBtXjvWbr+mta1iRzK6T2NqXDNGNxi0vMovUL0IMlg5xuosX8TlU/zss8/oiSeesBM6zKBBg0RlFjcVBAAAX0cKG4bDVX/sSdMerzlwpiyZ14dcHZmHc2WnFF0JuiNiI61iJ7ugmE7Z5mLViSub4SVpmKifdzW+X1O7waPxyNkBfu7suCx2tm7dSpdffrnD7UOHDhUl6QAA4E9iZ8zctfTS4l3a44NpeaZl2v6GTDZmZ+dUdr7D/CN2rjhs1bx2DG2acomoMjPmZcSV08AQVG9nJ8j3tY7rYSzulFynTh2H23lberq12yYAAPgqZ3IKKDXbmohrBvebKXN2/FfsxChiJ89WxVUnwd7ZYcxK6NW/3nmKOgCOnR0KHGenpKSEQkMda6OQkBAqLi7L3gcAAF+CiyyOZZyjxX+fNN3euk6cJnbSc4v8vgpJOjvZ+c7DWI6oWU7TQlB9CQ5kZ4d/UXDVFU86N6OgwPFfSgAAUFVk5hWJOVd/7E2j77Yc19argzyfvbo93dCjIbWZsliUnx8+mxc4YazCYjptc7Lq2EJUrnBjz4b0x57TNLB1+ZVfoHoRZCduggJH7IwZM6bcfVCJBQDwBY6czRMVVlxVdPtH62ntAevAYpVRFzSmWSv2UUhQEPVtXkt0E+Yhmel5RbTlqHUAaE2lIslfw1hZ51Sx47pbw5/HnDE9PXZ+wH8JDmRn5/333/fsmQAAQCWQnV9Ew99aSRl5RTShX1NTocOM7Fqfxl3YVMyGkmXW9ROjhNjZZJt23jzZvlTb35wd6VJxngVCU6AyqBZTz8+XmTNnUpMmTSgyMpJ69+5Na9eudbjvu+++S/3796fExESx8Cwu4/4cWuPMcHVxVjUGAAhsftp+UggdZs7KAw73a5gULbolq/1k+rXQ969pmWzN4/FHWLip5ePR4aFC2AFwvhidHH+YnuBVsbNgwQKaOHEiPfXUU7Rx40bq3LkzXXbZZZSammq6//Lly+nmm2+mZcuW0erVq6lhw4Z06aWXig7OKixuTpw4oS3cEwgAUD1x5OTUrxFFb9zURdxvmRwrwjRGruioH/jZzNBwz5/grse/ThygPVbHPwBQqWKHfB+vNk+YPn063X777TRu3DjxePbs2fTDDz/Q3LlzRVNCI8YmhXPmzKGFCxeKLs5qfhAnTdetaz+VGABQ/ZCVRz2bJFJCVDjtOJ5J74zuQY1qRotmfDwuIaWG+XBPnht1QbMk+mv/Wbq2WwNTQeRPsMCrFRtOaTnWUnoAPBHG8ofBoF4TO4WFhbRhwwaaPHmyti44OFiEpti1cYW8vDwqKiqipKQkOwcoOTlZhLq4m/Pzzz9PNWvWdHgcrhxTq8eysqyTfQEA/s8x22iEBwa3on4ta9ltv7CF/TqV/97cTXRRvrRdYPwB9dH43nTPpxvpkUtbV/WpgEAVO8FU5Riv42yCqNXjXjvFtLQ00avH2JiQH588ad73wsjjjz9OKSkpQiCpISyeycVuz0svvUQrVqwQ3Zz5tRwxbdo0SkhI0BYOjwEA/BtujzH5q61i3tX5TCvnPB4eyeBLM7HOB55gvvThgXRFx3pVfSogQAg2GDm+4OzwdVy9rvN1XsVveoC/+OKLNH/+fOHicHKz5KabbtLu8yT2Tp06UfPmzcV+gwcPNj0Wu0ucO6QqQggeAPyTnSey6Lnvd4jw1b7TVqHjrFswAOD8MCYk+0Li+5EjRyg+Pl57bOwJ6DWxU6tWLdFl+dSpU7r1/Li8fJtXX31ViJ3ffvtNiBlnNGvWTLzW3r17HYodo70FAPBfPvrrEK3ad8ZuPeY5AeCtaiyqcljoqGLHiNd82vDwcOrevbsIN0lKS0vF4z59+jh83ssvv0zPPfccLV68mHr06FHu6xw9epTOnDlD9erBsgWgujQQNPKfkR39ohwWAH8kGAnKzuHQEXdiZtHSq1cvmjFjBuXm5mrVWVxhVb9+fS3Wxjk4U6dOpU8//VT05pG5PbGxsWLJycmhZ555hq699lrhDu3bt48ee+wxatGihShpBwAEPjzvSmXu2B40qI3jocUAgPPDGLXiLuS+jldzdm688UY6ffq0EDAsXLp06SIcG5m0fPjwYVGhJZk1a5ao4rruuut0x+E+PU8//bQIi23dupU++OADysjIEMnL3IeHnSCEqQAIfHafzKb9tjyd+wa1oDO5hdS/pb4xIACgcvFHZyfIwiUM1RxOUObs7czMTKcxPwCAb8C/tl5avJtmr9in/aW567mhAVNBBYAv8/fxTBr25krt8banL6W4yDCfvn7jNwMAwO/4fP0RTegwSTEREDoAeIkg8j9nB2IHAOBXLNudSo8v3KZbx12CAQDeIdigHHyh9Lw8IHYAAH7FnD/2263z97EOAPj11PMg8nkgdgAAfkF2fhFN+3Enrbb11Pns9gv86pctAIFCsA92UC4Pv+mgDACo3tz98UZauTdN3L++ewPq07xs/p3v/6oFIIA7KAf5/k8gxA4AwOfZfixTCJ2wkCCaPao7DWqTXNWnBEC1JRhhLAAAqHzWHTwrbge0qk2D29bR/rKMj7T+vTagFcQPAN4iyBDS8odu5cjZAQD4FBsOnaWBryyjN37bo607buuS3KRmjG7f7+/rT89c1Z7uHNDM6+cJQHUlWBE3/pCvw0DsAOAjcN+YhxZsprzCYqqusKi5dtZqOngmj17/7R/RIdm6Pl/cptSI0u3fqGY0jenbBNVYAHiRIEXf+IvYQc4OAD5AflEJvfjTLnE/PCSYXrquE1UnMvOKaMo32+nbLcftOrW2rhunzb8yih0AgPcJVsqxjD13fBWIHQB8gH9OWR0MZvORDKpOrNqXRv96d43ptl2as2MVO/UhdgDwqdLzYDg7AIDyOJWVTze8vZoOncnT1h1Iy6XiklIKDfGTP5nOk5dsjpYjsXMmp4BSswvE48a1or14ZgAAM1SB4w9l50z1+G0KQBXy+z+nRTjGjDeW7NEJHaawpJSOpFudjEDndHYBbTlq/9m8fmNncbvrRJbmdLVIjqX4Kho2CAAoQ5U3fqJ1IHYA8FQODsPdfkfPXUu3zFlDJaUWu/02Hko3ff7e1Jxq8cVIIdOqTiz9OWkQxUWGUv+WteiSdnXFenZ0lu5KFfe7NKxRpecKALCilpr7w1wsBs4OAOdJYXEp/bbjlCZwFqw7TG2mLKbP1h6mj/46KNZl5BWJxnhmzoZKnfgIcbsn1ZqrkpqVT3NXHqBtJu4HV229/+cBOpHpny6QxWKheasOiPtdGyaKfJyVjw2id0f3oNiIUGqYZE1Gnr/uiHWfRhA7APgCIX4icFQgdgBwkEuz80SWS5/NpK+20oQP14uQFPPCDzvF7eSvttGO42XH4A7AfIH/futx+nrTUdqbmk1ncgt1x7qkXR3N2eG8nds/2kDPfr+DRr23hg6m5YptfAzmia+20TPf7aBHvtjid98hv4eNh9Ppz73WOVdXd00RtwnRYVoZees68eJWOmJwdgDwPbFjIf8A1VjAJ/j575Oiz8ybN3WlhknRVe7UXDd7lejt8t29/ahdivWiKy/Sn68/InJHhnasR/tO59BXG4+JbbOW76MJ/ZpSVn5ZnxzuFyOZ8ds/VDs2gh5buNXuNdvUjaPo8BDq27wWffzXYXFMeVwm81wR3Tp3DU2/oQs9OH8zdW6YQD9uOym2sWDg82heO1Y8LiopFa/Vrl4CDetUj3yRez7dqJ3/xa1ri/dtpG29OPpt5ylxPyoshFrXifP6eQIA7AlVxY6fqB2IHeAT3PnRBnF7//xN9PX/XejR12K35VxRMXVvnGS6/aftJ+jIWWto6INVB+nKzvXoia+30RND21JuYQk9vnCbSMr7a/Jg+nCVNUwlYaHiiKISi6nQqZcQSYsfvEjcZ7fHCIe2svOLxTldP3u1WCf7zkhueXcNTb6iDV3dpT59uuYwzVy2j2rHRfik2MkpKNaEDtO7WdlATxXuryPpWD+h2lSnAeBPzk6pn6gdiB3gU2w67NkeM5xXc9M7q4X78s09F1Jnk6TXbzaXNbZbsP6IWJi7P9moreef7yHTVwgRwiREhQn3hbv+msGuTV6hNafHSHKcNU+HaVwzRvzVVKwkM7Ob88O2E0LEOOJkVj49MH+z+CX036V7tHygguISigi1hoW8DYefzGL7mw7rk7Iva29NRjbSs0mZGG1V1+paAQCqnhD159o/tA5ydkDV/GXPgmP6r//oclAkxsfnG5Li5N7SUouojOr74lItzDT+g/X0zHd/U99pS2iVLZ9m+i+7teqf8pBC56Ehreiz2y/QWbsclpLEhIfQd/f10z33ZaVDcvPksgt5WEiwTuj88djFdGGLWtS7qbkLZeTeTzdRWk5ZHlBqlj4B2lvsOZVNvV74jf69aJuuBP/XHadEuE+y4I4LqGkt/bwrSZ34SJpxYxdqVy+exvZt6pXzBgCUj9pbx0+0DsQO8D6frztCf+0/S28u2SPEiDFJV71Yn6+zMGrOGhr+1kqRPPzS4l10VnmttJwCev/Pg3Q8M1+EqTj35c2le8W2y9vXpVsvaKztyxdcCQ+dDA8N1oTOA0NairyeN27qqgtNSRJjwu0GWF7S1pqIbJZ4e1Vna7Lu1V1StPwldZ8hynOv6Vqfbu7VyO69y99FnGhdFXBCNX+vHNZbuSdNjMLgEvzbP1xPq/adEcLwt4kXOQxhSUZ0rU8/PtBf9NgBAPjeuIhShLFAdYKdE/5Hb8yr4PWcfFw/MYq2H8uiEV1T6G+lQomb7RnDOzwagPNNXIXLs/kien2PhjRKEShc0bT24Flxf9aKfUJYMc1qx9Cr13emez7ZSCcy87VEYr5AMzVjwumV6ztRTHgo3dSrIf247QTd0b855RYWiwqtQW2S6YJmNcV5/ksRGpwfcyS9Df1v2V565LLWtGz3abGej8O2b3xkqOYqsQDifjJ8vGEd9Xk1T1zRli5sUZNGdm2grWuUFC0EV3peIf1nZAc6cjaPdp/KpkFtk+nKTik06oJG9PaK/dQ+JV6E1L7YcJQ2HEqnU1Xg7LBDpr6u/FxVHhzSklokI+EYAH/H4ifWDnJ2QIVhEZORVygawA3/70o6k1tAs0d1p4Gtk7WLHrspb/++X3vOh6sPiou0hC/IsuJGwiLCLJdGhUXS+oPpdGPPhvTZ2iOiCy8v3IuFhQW7RqVWbSOQQqdJzWha+vBAcf/Nm7vS91uO05oDZ7UZTJxbs+DOCyjO1qm3fUqCWGRZtBxEebHtPRq5a0Bzsaj0bJoobj8a35tufvcvuqFHQ/H4/bE9RchKllpL6iZE0o09G9k18Vp0z4XCrYoKDxFuB3/eXN0lz5Pfj1rmLquenvg6jKZe2Y6u7V4mnjyZo2PsHWTGcJt7BQDwb0r9RO1A7PggH60+KKp+jBdNT8NhnZz8Ympiy6HgXjAH0vLogcEtxUWMxQunk/D93IJirYKKq5Mk324+LrrgNq0VK3JkVKHDSFEhed7Wk4bp1qgGbTycIRKBF97dl37adoIa14rRhZMYdkNGzlwlxir8see0JkyYYW+udJocrLolnADLCx/vgfmbqE3deHrs8tbUILFySt+5DP2PPWki1MWwgNs45RJN3LAL5k7usAydMfwdJMeVhcqMcCn391tPiPucOP3m0j0eETv8b+bjvw6J0NqYuWvp4jbJNLJrfafPqRUbLpwqAID/YyH/AGLHx+BGclO++Vv769c45ZkFx78XbReJrE9f1b5SX/u6WatEOIeTYtldeGjBFi0Z7aJWteiJr7eLrr13D2hOk74qEzgqX206JhYOBanVNOXRq2kS9WtRS4gd5tpZq7RtHLLhi+OSnadEiOfdP/YLocP8trP8ZOJHLm0tkon/2n+GRvfRCyembb14+uWhAVTZ/PvKdnbrjC6Op2DBwZ8TDxVleP7WJ2sOCZHK/Xsm9G9G11WC+Jm0cKv4Dmb8Zq0A+3LDUdriZGr7rFu6UbfGibp28wAA/8UCZwdUhHxbuIXJzCuyEztH08/RJ7YS5IcvbaVzNc4HFhSyAd7y3am6RnpcTq2WVJsJHXYt1IscJ6cu/tvaS+XtW7uL4/+y4xStPXBWS8LdcSKLjqWfoyHt6tBjl7UWeSycb/LN5mNiZpIsSnpHcYdkHoyseDI6RZILmiXRvRe3pHUHz9J1PRqIJoAPUEuqLnCo67eJA4TF/K93/6J1B9Ppya+3a9u563JliB0zsbnHyVyvyzvUhdABIICw+Im1A2fHx5DzlRjpXqgcSS/ryMuVRe6IHc6p4FlKPFzxnoEtRA6KdJP6v7xM2086S+XBoZQPb+slEmdjIkJp7p8H6LVfdovmeSqdG9QQvVTG9m1CS3alUkpCFDVPjhH9XzipX/0rf0zfJmLhxOYDZ3Lpqv+uFCE9Izw3acGdfWjc+2uJX+75qzuIhoQd6ifQmzd10Y7Zr6V9Z97qAn8/IRRE/VvWFmLH7C+y83VY+DXMBpw2rhmtTXPnsCYnnN8/qCWEDgABRqmfqB2IHR/jnHJhz84vstt+MC1PV6LNTegkPDKgQWKUwyZyq/alaTky7MKwWEjPLaQ7Plrv8Hy4cy2HkLipncrES1rRFR3r6ipqOMfojv7NqKi0lP799XZRETS0Q10REpM5Ko4ayJmVNvL4g7+fvZymfrNd5L5MubItTVq4TYg1zuNhF4hze+QFe9kj1sRjoIerx2RPIxX+HLmXjbtwAjkPNmX3z5HYeX5EBzqZmS966rwzugdKxwEIUCzkH0Ds+Bjc8dbYtE7l4BlrDgaj9ozhZGCu9OE8n//aqnI4MZXLnfmWq6I+X39U258rkCZ+vllM61ZnORnh5nec03LV3yfFRY0rp7jny+g+TRyKlIjgEJGvwq6Kq+LGGc9e3UG7/+vEJJE3VC/BGt5D7kf5sNs1d2wP2nMqR7hmV7z5B+0/nUvPfb9DlOC7m0fEpeT8/O/v6yf65Zh1RWKhyo4StwMAAAQuFj9ROxA7Hobzbj5Ze4gaJ8U4nFPEF++iYosIK+UXlYWuOOTElUTs1kgHhf9alpzJKSvx/WytNY/nuy3HRR8W7mnzrzl/iVEEjnqtqIMmZWhIzoRiJg9tI4QOI0XLFYaeMI5g14XnNFU2fFxegHsMalNHLMyo3o3FJHWu1uKqrX/1tm9K6CzMykKH4dwxs190XN5ftwKOEQAAeAqIHQ/z8ZpD9MrPu8X9dikDtdb47Mpw9RMn57Jbwm39P5nQW5enw3kWY99fJ9yZ3x+7WAywPHy2LIzFZd2cZMruBlcaSbglP4sevhCZCZ2eTRJ1ORxD2iaLRNMnr2hLWeeK6dstx4U7xAnDIPDg3KmFG4+K5o5PLtpGV3VJodgI134VqANIpcA2Ngsc06eJrsMqAABUNV4fIzxz5kxq0qQJRUZGUu/evWnt2rVO9//iiy+oTZs2Yv+OHTvSjz/+aJdkOXXqVKpXrx5FRUXRkCFDaM8eaxmsLyBLf5mNh8oExpcbjtD+tFxRacR/KfO8qJnL9mpJnSocZuJW+/+as0ZUKanH5lDE9F93i/wLyX9+3KmrWmLCQsouPiyQejVJEvk4m6deQu/c2oNWTx5El3eoRzf0bEgfT+gNoRPAsBC59+IW4j4L4se+tLYYcARX0q345zQVlZSKakBntEyOw78dAED1FjsLFiygiRMn0lNPPUUbN26kzp0702WXXUapqea9UlatWkU333wzjR8/njZt2kQjRowQy/btZSW0L7/8Mr355ps0e/ZsWrNmDcXExIhj5udXzUwgs2ROyZajGfTF+iM0ft46WnvAvjqGE4y5JFiFxwAwW49mmh7/g9WHaOayssGK6mwproCZN64nrX1yME28pLW2nbsAf35XHzGcskZ0uLj4yRwYUD3o2MDaFZr5cdtJ0Q37xrdX032fbRLVeRIWODe985doGHjXRxt0zqIZibYKPwAA8CWCLF7sCMROTs+ePemtt94Sj0tLS6lhw4Z033330aRJk+z2v/HGGyk3N5e+//57bd0FF1xAXbp0EeKGTz0lJYUefvhheuSRR8T2zMxMqlOnDs2bN49uuukml84rKyuLEhISxHPj48v6y5wvnNDb/Am9E+UuP97fXySUGvn6//rS7R9uEB1sJTy88r7BLUQuxdajGfTE0LbUt0UtbSDko19uFRey98b0FH1YQPWG+xm9vHi3LjTF3HNxc3r4ktYisf25H3bocrtkbyO+HdC6tnAIP1x9SDg/zC8PXUSt6mDmFQCBTpNJP2j3D744rMrOw9Xrt9dydgoLC2nDhg00efJkbV1wcLAIO61evdr0ObyenSAVdm0WLVok7h84cIBOnjwpjiHhN82iip/rSOwUFBSIRf2wPAGHmM6H+XdcIC4qnCTMIw1UEqPD6bmr24ucIO5bw4MnZRnxf0Z2tDsWb+OeOABIOIGcc8iueutP3YfCTiEvXGnFs7tUZBPHi1rVpslD24r73DFbwp2zAQDA2xiv4xEREWLxehgrLS2NSkpKhOuiwo9ZsJjB653tL2/dOSYzbdo0IYrkwu5SZcNN8cz6j5g5N2YzsFrViRWTtTnE9NMD/e0qZrhR29CO9eiTCRfQK9d3rlC/FAC4IaSEq/54DppECp2I0GD64q4+ug8rJrzs76QSpYkkh0UBAMDb8HVcva7zdb5KE5R9AXaX2PKSy5EjRyr9NVikPDeiA80Z3YM+ndBbt23GjV3EUEdOEuXGbI9cah0UqSIHV0qMbk1ljYkA1Rtu9HjnRc2oee0Y+uC2XvTQJa3o0cvK8rs61I8X09Z7NE4UbRAkMRFl94uV8fLcZBAAALwNX8fV67oaRfJqGKtWrVoUEhJCp06d0q3nx3Xrmjee4/XO9pe3vI6rsdR9OK/HEUZ7y5NwabnsYrt0Vyq9MLIDjehan4Z2rKt1OuYLTo3oMNGV1qyTsiQ8JFgrTVcnYANwPky+oq1YJOMubEKv//qPcHbG92uq9VpqkRyrJcrzeBBJoWE8CAAAeBvO13GWs+O1K2Z4eDh1796dlixZoq3jBGV+3KeP3iKX8Hp1f+bXX3/V9m/atKkQPOo+HLfjqixHx6wqXr+hiwhZ3dLbOnXbONIhyWD/G50dRvboiUFyMfAg0eGhYvQGC/OrOtfXdUWWqGKH88oAAMCX8WpTQU42HjNmDPXo0YN69epFM2bMENVW48aNE9tHjx5N9evX12JtDzzwAA0YMIBee+01GjZsGM2fP5/Wr19P77zzjtjOzfQefPBBev7556lly5ZC/EyZMkVUaHGJui/B3ZHl4E0zopWwAMPJoUZm3NRFVL4MbF3bI+cIgKRhUrQmzCVyxplRcN8/uKXIT7vSQYdwAACoVmKHS8lPnz4tmgByAjGHmhYvXqwlGB8+fFhUaEn69u1Ln376Kf373/+mJ554QggarsTq0KFsVtJjjz0mBNMdd9xBGRkZ1K9fP3FMbkLoT0SH6b+Kt2/tbrcPhxOmXWNfaQWAN6gVG2Hq7HD35SlXtsOXAADwWbzaZ8dX8VSfHXcY+/5aWm7revzQkFb0wJCyqhgAfAEeI3L/Z5vEfR4CygNGAQDVkyZ+1mcHWa4+gqNKFwB8hdqKs6P+ewUAAF8HYsdHiFLCWK4OZQTAm9SOK0uix79RAIA/AbHjI6h/KSdEoYcO8D2SYsxzdgAAwNfBbywfQa3GSkTLfeCDJMWE07+HtRVVkBA7AAB/AmLHB6uxeO4VAL7IhP7NqvoUAADAbRDG8hEiw8q+isQYhLEAAACAygJix0dQp0vXiIKzAwAAAFQWEDs+QkFR2XgIzL0CAAAAKg+IHR+hoLhscjQAAAAAKg+IHR/hsg7WCe6Na0ZX9akAAAAAThnUJlncdmtUg/wBjIvwkXERzD+nsqleQiTFRSJBGQAAgO+SmVdE32w5RsM61qOaSnd1X71+o/Tch2hVJ66qTwEAAAAol4ToMBrdpwn5CwhjAQAAACCggdgBAAAAQEADsQMAAACAgAZiBwAAAAABDcQOAAAAAAIaiB0AAAAABDQQOwAAAAAIaCB2AAAAABDQQOwAAAAAIKCB2AEAAABAQAOxAwAAAICABmIHAAAAAAENxA4AAAAAAhpMPScii8WijYoHAAAAgH/g6nUbYoeIsrOzxYfRsGFDz34rAAAAAKhUIiMjKTw83Ok+QRZpa1RjSktL6fjx4xQXF0dBQUFVfTqgHI4dO0bt2rWjHTt2UP369fF5+SH4DgMDfI/+z7EA+H3KQocFjzPg7HDiUnAwNWjQwFvfC6gk25LFaXx8PD5PPwTfYWCA79H/yaomv0+RoAwAAACAgAZiBwAAAAABDcQO8DvYah0wYEBAW66BDr7DwADfo/8TX01+nyJBGQAAAAABDZwdAAAAAAQ0EDsAAAAACGggdgAAAAAQ0EDsAAAAACCggdgBPseLL74oOlk/+OCD2rr8/Hy65557qGbNmhQbG0vXXnstnTp1Sve8w4cP07Bhwyg6OpqSk5Pp0UcfpeLi4ip4B9W7G+uoUaPE9xQVFUUdO3ak9evXa9u5YfvUqVOpXr16YvuQIUNoz549umOcPXuWbrnlFlEdUqNGDRo/fjzl5ORUwbupnpSUlNCUKVOoadOm4jtq3rw5Pffcc9oMQQbfo2/x+++/0/DhwyklJUX87ly0aJFuu6WSfu62bt1K/fv3F92KebzSyy+/TH4Dj4sAwFdYu3atpUmTJpZOnTpZHnjgAW39XXfdZWnYsKFlyZIllvXr11suuOACS9++fbXtxcXFlg4dOliGDBli2bRpk+XHH3+01KpVyzJ58uQqeifVj7Nnz1oaN25sGTt2rGXNmjWW/fv3W37++WfL3r17tX1efPFFS0JCgmXRokWWLVu2WK666ipL06ZNLefOndP2ufzyyy2dO3e2/PXXX5Y//vjD0qJFC8vNN99cRe+q+vHCCy9Yatasafn+++8tBw4csHzxxReW2NhYyxtvvKHtg+/Rt+Dfd08++aTlq6++YkVq+frrr3XbX6yEn7vMzExLnTp1LLfccotl+/btls8++8wSFRVlefvtty3+AMQO8Bmys7MtLVu2tPz666+WAQMGaGInIyPDEhYWJn7pSnbu3Cl+qFevXq39sAcHB1tOnjyp7TNr1ixLfHy8paCgoAreTfXj8ccft/Tr18/h9tLSUkvdunUtr7zyiraOv9uIiAjxi5PZsWOH+F7XrVun7fPTTz9ZgoKCLMeOHfPwOwDMsGHDLLfddpvuw7jmmmvERQ7fo+9jFDuV9XP3v//9z5KYmKj7fco/861bt7b4AwhjAZ+Bw1QchmKLVWXDhg1UVFSkW9+mTRtq1KgRrV69WjzmWw6Z1KlTR9vnsssuE3Nf/v77by++i+rLt99+Sz169KDrr79ehBG7du1K7777rrb9wIEDdPLkSd33mJCQQL1799Z9j2yh83EkvD/Pr1uzZo2X31H1pG/fvrRkyRL6559/xOMtW7bQypUraejQoeIxvkf/orK+r9WrV9NFF12kmy7Ov2N3795N6enp5OtgECjwCebPn08bN26kdevW2W3jH1T+AeMfRhUWNrxN7qMKHbldbgOeZ//+/TRr1iyaOHEiPfHEE+K7vP/++8V3N2bMGO17MPue1O+RhZJKaGgoJSUl4Xv0EpMmTRJ/JPAfFCEhISKH54UXXhD5HPI7wvfoP1TW93Xy5EmRx2U8htyWmJhIvgzEDqhyjhw5Qg888AD9+uuvIvEN+CelpaXiL8P//Oc/4jE7O9u3b6fZs2cLsQP8g88//5w++eQT+vTTT6l9+/a0efNmUSzAya/4HoG/gjAWqHI4TJWamkrdunUTf03wsmLFCnrzzTfFff7robCwkDIyMnTP42qsunXrivt8a6zOko/lPsCzcKVHu3btdOvatm0rquTU78Hse1K/R/63oMIVdVwpgu/RO3AVI7s7N910kwgN33rrrfTQQw/RtGnT8D36IZX1c1fXz3/HQuyAKmfw4MG0bds28RekXNghYNtc3g8LCxN5BBKOE/NFtE+fPuIx3/Ix1B9Ydoq4jNJ4AQae4cILLxTfiwrnfTRu3FjcZwucfymq3yOHSzgnQP0eWdSyAJYsXbpUuEacYwA8T15ensjVUOFwFn8H+B79j8r6uevTp48ocef8SfV3bOvWrX0+hCWo6gxpAMxQq7Fk6XmjRo0sS5cuFaXnffr0EYux9PzSSy+1bN682bJ48WJL7dq1UXru5bYBoaGhonR5z549lk8++cQSHR1t+fjjj3UlsDVq1LB88803lq1bt1quvvpq0xLYrl27ivL1lStXigo9lJ57jzFjxljq16+vlZ5zOTO3cXjsscfwPfpwJSu33OCFL+vTp08X9w8dOlRpP3cZGRmi9PzWW28Vpefz588XP98oPQegEsUO/1D+3//9nyh95B+wkSNHWk6cOKF7zsGDBy1Dhw4VvR/4l/PDDz9sKSoqwvfgRb777jshOrmstU2bNpZ33nlHt53LYKdMmSJ+afI+gwcPtuzevVu3z5kzZ8QvWe7twq0Dxo0bJ36ZA++QlZUlfvb4j4vIyEhLs2bNRA8XteQY36NvsWzZMiFyjAsL18r8vrZs2SLaS/AxWBCziPIXgvh/Ve0uAQAAAAB4CuTsAAAAACCggdgBAAAAQEADsQMAAACAgAZiBwAAAAABDcQOAAAAAAIaiB0AAAAABDQQOwAAn2HgwIFiDpM/nw8/JygoSCzcAdyTjB07VnutRYsWefS1APBnIHYAANWeyhZZt99+O504cYI6dOjg0c/2jTfeEK8DAHAOpp4DAEAlEx0d7ZXhiAkJCWIBADgHzg4A1ZTvv/+eatSoQSUlJeIxh1w4HMITryUTJkygUaNGifuLFy+mfv36iefUrFmTrrzyStq3b5/Y9s4771BKSoo2LFJy9dVX02233aY95u08PZuHE0ZFRVHnzp3pyy+/dHiO5e3Pjsz9999Pjz32GCUlJQmB8fTTT+uOkZ2dLYbKxsTEiMnsr7/+us7J4VDQihUrhEsiQ0IHDx7UnYOz47uCK+fJ+9x3333ivHiwYp06dejdd9+l3NxcGjduHMXFxVGLFi3op59+cvv1AajuQOwAUE3p37+/EAKbNm0Sj/mCX6tWLVq+fLm2D6/jizDDF92JEyfS+vXrxQRlnow9cuRIIQauv/56OnPmDC1btkx77tmzZ4VAYqEhYeHy4Ycf0uzZs+nvv/+mhx56SIgpfh0zXNn/gw8+EEKGpzi//PLL9Oyzz4ppzBI+5z///JO+/fZbsf6PP/6gjRs3attZ5PBEZxl64qVhw4YuH99VXDkO78Pfwdq1a4Xwufvuu8Vn27dvX3HOl156Kd16661iMjkAwA2qejgXAKDq6Natm+WVV14R90eMGCEmloeHh4sBgEePHhXDBP/55x/T554+fVps37Ztm3jMk5Rvu+02bTtPQ05JSbGUlJSIx/n5+WKI66pVq3THGT9+vDZdWR0A6+r+PJhQpWfPnpbHH39cG2oZFhZm+eKLL3TTm/m46qBZ4+BZdb2z45thdixXjmPcp7i42BITEyOmTEt4+C1/5qtXr9Ydi9d9/fXXDs8JgOoOnB0AqjEDBgwQTg5fL9nxuOaaa6ht27a0cuVK4Z5waKply5Zi3z179tDNN99MzZo1o/j4eGrSpIlYf/jwYXHLDs7ChQupoKBAPP7kk0/opptuEg4Qs3fvXuFIXHLJJRQbG6st7NzIcJiKq/t36tRJ9zwOVaWmpor7+/fvp6KiIurVq5e2nXNcWrdu7fJn5Oz47uDKcdR9QkJCRLiwY8eO2joObTEVeX0AqjNIUAagGsMhqrlz59KWLVsoLCyM2rRpI9axAEpPTxdiSDJ8+HBq3LixyCOR+TlcbVRYWKhtZ9H0ww8/UM+ePYV44vwYSU5Ojrjl7fXr19edR0REhN25ubo/n7cK59wYc4fOh8o6vivHMdtHXcePmcp8fwBUByB2AKjGyLwdFiVS2LDYefHFF4XYefjhh8U6zsfZvXu3EDr8HIbdH5XIyEjhDLGjw64MuyfdunXTtrdr106IFHaCVBHlCHf3N4NdKBYL69ato0aNGol1mZmZ9M8//9BFF12k7RceHq4lagMAAg+IHQCqMVz1w6ETFihvvfWWWMci4IYbbhDhHykyeD8OqXDVFYdfWICoVVsSDmVxlRYnE8sqLglXEz3yyCMiyZidCa7sYuHBycMcFhszZsx57W8GH4P3e/TRR0UVVHJyMj311FMitCZdEoZDcpw4zFVYHCrjfWX4DQDg/+CnGYBqDgsadjVk1RVf6NlV4fJomdvCF/758+fThg0bROiKBcgrr7xid6xBgwaJ57ML9K9//ctu+3PPPUdTpkwRVVacG3T55ZeLMBWXlpvh7v5mTJ8+XVRbsQgbMmQIXXjhheJY7ERJWFRxjgy/79q1a2t5SACAwCCIs5Sr+iQAAMBbcAk95wC99tprNH78+Eo/PovGLl260IwZM8hbsEv19ddf04gRI7z2mgD4E3B2AAABDfcR+uyzz0QFF/eqkX1/uOGhp/jf//4nwmHbtm0jT3LXXXeJ1wEAOAfODgAg4MUOd4Lm0BonInfv3l2EttSS7srk2LFjdO7cOXGfk6L5NT0Fl6BnZWWJ+5xLxU0LAQD2QOwAAAAAIKBBGAsAAAAAAQ3EDgAAAAACGogdAAAAAAQ0EDsAAAAACGggdgAAAAAQ0EDsAAAAACCggdgBAAAAQEADsQMAAACAgAZiBwAAAAABDcQOAAAAAAIaiB0AAAAAUCDz/30eNpzJXnfnAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J125938.50+301500.2_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J141832.35+025323.0_sdL0_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J141832.35+025323.0_sdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_M6_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J001931.33+063111.0_M9_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: 2MASS_J00412179+3547133_sdL0.5_OSIRIS_GTC80-15A_Primeval-I_SIMPLE.fits\n", + "10.1093/mnras/stw2438\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J233227.03+123452.0_L6p+T4p_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J135122.15+141914.9_esdM7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J111429.54+072809.5_esdL0_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J123142.99+015045.4_sdL0_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J224749.77+053207.9_M7_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J225902.14+115602.1_sdL0_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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ZiJBAKiirtuqeyJwds8ca6nNmQoJ0nJka43NFBAdScWWNy3Jmqlt6mElNbW0tLVq0iEpLS0W4yRolJSXUvn17SktLEy7O3r17bT5vZWUlFRUVmV0AAAAAa7klenkzdjszSgdgx5yZiGCjSLImZvScGS7rtpUzk28atRBpEmA/7sqkr7aeIldVM0khxwS5MMykPafzed7jYmb37t0UGRlJISEhdNttt9G3335LvXr10j22e/fu9N5779F3331Hn3zyCdXV1dGoUaPo1CnrX868efMoJiZGubAIAgAAAGw5M1rKq4whmsgQy3COmiAHS7NlNVN4sPF5rYWCilTdh3WdGZ0wU45p/AK7PpIHFu+0a12W67QVZjJYhJmCVcLG2fB5XH1e5/O8x0uzWaDs2LGDCgsL6auvvqKZM2fS6tWrdQUNOzZq14aFTM+ePWnhwoX09NNP6z7/3Llzac6cOcptVnEQNAAAAKwlyuqFY8pMYiZME37SwuXJDnUANgmBcJPgsFa1VGp6ffP99bk5es5MbomlmHFtnxl/t+TMZGRkiPxZCZshHhczwcHB1KVLF7E9ePBg2rx5M7388stCoDREUFAQDRw4kI4cOWL1GH6Tem8UAAAA2HryHH26Id3sg9DLdykzJeaGmcJBDYkZLmpxxPEIN4kkvX4yJTohJikwjmSXKOKB62HUL1tup5tkD7ZGTVWZ3CR1mMmV1UyyAtqr+8xw6Egv/mUtz4bDVK1bt3b5ugAAADQ/rnxjPR08W9xgmKnCJAxkOMga/iYxY8vJMHstk5iReS3lOtVMesm/DDfJe2ftcUVIqMM8TIUqAdjeoZGNqWaSoS5Zlt7iqpk4BDRlyhRq164dFRcX02effUarVq2iX3/9Vdw/Y8YMSk1NVeJhTz31FI0YMUI4OQUFBbRgwQI6efIk3Xzzze5cNgAAgGYAT8LWQzfMVF1jV5jJ39QuxM78XyVnJsY0qLKk0tKFOZBlLrb0YPFgfO160SHfX6QmzMSCydHQk17ODIsndrHU4wzU62kxYiY7O1sIlszMTJHEww30WMhceOGF4v709HTyVym9/Px8uuWWWygrK4vi4uJEWGrdunVWE4YBAAAAa2QWVujut5UAHNaAMxPg51iYSebMSDFTqiNmvrajAomFhQxxacVMrzbR9M3207pi5kxBOX268STNGNmBkk3DMvXQc5pY2ImSb6XPTP35Wi+Hp9mKmXfffdfm/ezSqHnxxRfFBQAAAGgqp/PLdffrlWaX2xtm8mu4+keNPM6WmJFhpl6to2lfZpHVknAppCRyCa1jwuifk3vQf5ceMHsvzOwPt9D+zCJaeziXvrtzDFlDLzQVYhIzchyEuhxbnT/jCTyeMwMAAAC4A3Yl7HZmZAJwUNNyZk7kllJmYblVMVNSWWt1PTKvRg8uhdZrnCeFBQ/H5GGU2rwcFjLMzlOF5GjOTFiw8fUqamqFEyXL0hk7jSmXATEDAACgRaCXn6J1LixKsxt0ZqSYsbyPXZfx/7eKRs5boYiYGjucGdnHRZv7oqZVVIjVtQWb8lekEJPvpanVTK0iQxQnizska8NcngRiBgAAQIvAWrfdUtNQxz+P5NI/Pt1KGefKlGPDGyzNJqvOTF6JsSMvczy3VNeZYddEG6KSYRxbSbupcWEWYSZtMq4UO3pDKxtCz5nhzyIu3LjuzKJys6Rf7TgId+P2PjMAAACAJ7DWbVc6F498u5tO5pXRH4dzlfsaCjPJ4cd6OTNy9ACz+3QBdUmKVPZFm8QMs/VkPvVNjVHEhxJmstEvpk1MmNX7kqNDzNZurYrLFno5MxxSS4kJo/yyapFMbTBVUkUEB1DHxAjyJHBmAAAAtGxnxhTqYSGjnovEOiXUSl6KZTWT7cTiE7ll5k3zggOUMM3VC9fT397ZoHqc9cnY6jCTLdfG3JlphJjReUOc49s6xlgBlVVYoYSi5l7ckzwNxAwAAIAWgbbbruyTwid7vV4zEcGBivNiDSlI9JwZ9XNqc2b4tdnRkGxPL1C26+cv6Z+i2yeEU4cEfSckISJYCY01JWdG7/3we00yiSieAyVDUTJvyJNAzAAAAGgRcBWOmtjwYMWZOZVvdE7UyLwWW8jzuJ6TUVVb/3pSxPDkaybA399qgm+9M6N/iv7+zjEi5KMntFJNrox6xIC9E73V6L0fFi0yN4aFmuyt4+F+eQIvWAIAAADgfmdGJrNyAnBeaX2yriNiRjozumKmpn6fvF+KGm56Zy1pVhEzVu6XvW/0/JBIlUAKdHCitxqpf9QVS7wt3SxunCfNm4bcK3cAMQMAAKBFJgBLZ6asslZ3uGOsSew0tjRbPZ1bCgoZvgmwKWZsh5lsjQ4IVN0nt5vizKjnP7EbJN0edmbkMQgzAQAA8GreXH2U7vh0G9U04oTo7QnA0mXgrrZ8aYwzUz+byVLNyBJrRp74q01ZsywSrPWJkSKoMSMCAlXiQza1+2rrKVp/NE9s22uiyPXKnjUy2Tk4IMDCmfGGdjNwZgAAAOjC/Vbm/3KAftqd2WDHWF8UMzIytGzfWTqgMzbAPmfGVs6MypmpqxOCRx7GrolepRTnodhTzWSPmAk0iTUeXHnt2xss7rfl2Ehxph5TwA8NCvSrd2ZMx8CZAQAA4LWsOZyjbNs7e8ibqdT0W2kTW58s++OuTIvjY8KMYSi7cmYarGYyFw/sCun1sFELntFdEykqJJAGtYvVfe2uyZE2Q1CBDWTm2uo/I79vtaASYSbTc7Lbs/ZIrtlIB0+CpnkAAAB0KSgzDjxk9EqXfdWZuXFUB9Gn5frh7cVJmUk/V6Yk0MqxB47kzNQ24MzU1tVpxAw7MwE2e9PEhgXRlscmUpC/P3V65GeLY/8zvS9FhgTR5hPnlPWrE3bVs5MkMgHZ2sgC5T7T+1G7Rxxm0gt9eYGWsU/MDBo0yKEn5czm77//nlJTUxu7LgAAAB6msLxat8zY18XMBT2SaGy3VmL7gYu60f/9dkg5pm1cmAjLMNZ6uegPmrS8Ty0AWUSoq4pEzoxGzHCIqUojeGTCrR4syJ6/uj/N+XKHImbUYSGtM6N2fYxrsq5m5PtRCy5jNZOemPHzDTGzY8cOuv/++yky0tLS0sJfxvz586mystIZ6wMAAOAhCpubM2MKq6hP0Oq+LOJ2bL2Y6ZESZX/OjF4CsEqY8P0y+ddaNdPeM0W0fH+2RYKyQ3ky/pY5M9a+Q1uhQ3mfeo3qaiafdGaYBx98kJKSkuw69vnnn2/KmgAAAHidM9MMcmZMJ3N1qCQ52tieX5IWH65st1NtNzTOQL/PjL4zwyKFIxjaaqZL/rdW2ZbH2EOAmYCpf28cnrKVI6MOOdkTZuJX0RMz3tBnxi4xc/z4cWrVymjJ2cO+ffuoTZs2TVkXAAAAD1NU0cycGVOfmRDVCTo61DwvZmC7WOqS1Ec4NPYktsoTOesCjkyoT+zqz4zFgRQzgSaRoRYhjvSSsRXmCbTlzNQ2zZnh96C3LmvTu71OzLRv396hJ01LS2vsegAAAHijM+PDYmZ7ej49sHgn5ZYYu/yGqip0okLNT4OcAHzZAPvzPdWChM0M9XldHWZiISPDTDJ8pP58myJmAs3CTP5Wn0P7HdbYI2ZUnxXv0w0zeUGTl0ZVM6Wnp9PJkyeprKxMODa9e/emkBDrEzwBAAD4upjx3QTgy19fZ3Y7PKT+BK2djxSlcWoaQu1KcEWTv2rIQKVZNVN9/xgpMgrKLEcoNMqZ8VdVMKkTgDXOj7bPDldYWUNGzdRhJl6+uomez4WZmBMnTtAbb7xBixYtolOnTikDppjg4GA677zz6O9//ztdeeWV5O8NMg0AAECj4d/xeSYnQy9E4SvoNYaLME2VZiJ1nBlH8FOd7rR5M2Z9ZtRhJpPgsDbOwJHkX/F8/ubzk5T9GuGh/SxsOjPKEEm1mKmzkgDseTFjl+q4++67qX///iJ35j//+Y/IiSksLKSqqirKysqin3/+mcaMGUOPP/449evXjzZv3uz6lQMAAHAZ+WXVVK5KGPXVMFNuiWVlrbokmpvCqd0GbdjJEWdGa3RUW3FmZCjogYu605D2cXY5M1KjJEaG2HRmAtUJwA1UM6XnlZkZE2rqZ0iZix89Z8YbqpnsEjMRERF07Ngx+vLLL+mGG26g7t27U1RUFAUGBooKpwsuuICeeOIJ2r9/P/3f//0fZWRkuH7lAAAAXMbp/HKz275azZRTXGkhZLSJveqEYEedGbUrYdOZ4Womk0CQIoM7EH91+yjqlGjZz0Y76uDr20fRmC6J9PHsYTYFVaCV/BmxHo0z8/ePt9LbfxzTfV+y1Fzt9PB78OkE4Hnz5tn9hJMnT27KegAAAHgBpwuMTdh83ZnJLjIXMxGqfBk9tGGnhlDrBW0XYHUYp0btzGgEgZ5A0DbUG9gujj65ebjuGgKtVDA11GeGefbnA/T3sZ0t9sv3os6HsZYA7A05M0huAQAAYEFmYYXPihlu9ldqGkmQrXFmGhre6EjirdaZMWg+InXpc51Znxnz19CKDsbaRG3dNfjrOzMWYSad/KFwK68jl26W4Fxn8NpxBg59a5wbc/PNN9NDDz1EBw4cMLsvPz9fhJsAAAD4PudKzSttfGWcAc9V6v/UbzT2uZW6YSa95naOChhb1Uy2nBk5PkArMrRVR4zeEEprBFoJLVmEmXQEqbXGgLphJit9Zrxh0KTd3+Bnn31Gl156qUj4Xb9+PQ0cOJA+/fRT5X5OBl69erWr1gkAAMADYkYmfPqKM7P7VKG4ziutEk5CTom5wySHSKq58/wu4rpvaozDr6eOsGiFUo1FArBsmqcRMzoCIVxVcdUQ/lbCTA0lANvKEZLCzN8uZ8bzYsbuT2vBggX0wgsviMomhpOBZ82aRRUVFTR79mxXrhEAAICHxExyTAhlnCv3SjHDrsvSvVk0unMCdWplnB1YWF5l1vFXmzNTXGEpZm4a3YHaJ4RTB51E3IbgfBHWEmxkaOczqcNMZtVM2jCTjrOhJxqsEWCWAGz9cXrfobW07npnhszeg7pHj8QLjBn7xczhw4dp2rRpyu2rr75aNMxjt6a6upouv/xyV60RAACAh8RMSnSoEDPSVfAm/vHpVtp8Il8MhFx671iLRn+V1XWUo1OarSdIJvRMbvQ62JlgV0bbtkUdZqrVzGZqKGfGEQKsODPa9ejlzOiF3dT7tc6Mfmm2n++ImejoaDp79ix17NhR2Xf++efTjz/+SJdccolopAcAAKB5kG/qTisHMWq7x3oDLGQYOeV62b6z9M+vdyv3V9TUKjkzY7u1ojWHcmhy7xSnr0OEeeoMFjkzZs6MwbLPjC03xZrIaFDM+FsvFddrIKi3z7h2yxAWvx+9yiWfEjPDhg2jX375hUaMGGG2f9y4cfTDDz8IQQMAAKB5cK7U6HC0jgn1mQ7Ar686Yna7orpOqWZ66tLedDyv1GqTuqYgz/faMJN0Yiz7zGhLsy3FgI3mvA2UZvtbfQ69MBO7VxavXWegjzecaDDBWeIFWsb+BOD77ruPQkPNR6VLxo8fLwTNjBkzbD4Hj0PgDsHs8vBl5MiRQiDZYvHixdSjRw/x2n379hUVVQAAAFxDfmkVZRdXULFpYnaCqeOsN85m0uZqBGkcjuyiCuUEnhITSud3T3J49pI9yBN+nQ1nhiuZZEKwVrzoTc92xJnxt+bMaNSMnrumt+/rbaeUsKK/jeeztX6vdWbYgeGLNTjkxBdbtG3blubPn09du3YVLZQ//PBDuuyyy2j79u1iWKWWdevW0bXXXiua9rHzwxVV06dPp23btlGfPn3sXToAAAA74N/LA59eZrYvNsx48vdkAnBFda3uHCOZqyIxaNJZT5m6GEeHBtqcg9RU5AnfMmem/jPjTaWayaLPjKWv4ICWIWsdgG11JFZ/tlp2ZBSYPTe7WVtO5tM1Q9vpvr5PhZm0ZGdni0udZhgFOy/WUCcQM88884xwazZs2KArZl5++WXRUfjBBx8Ut59++mlatmwZvfrqq/Tmm282dukAAAB0KK2yPLHFhgd5NMy04sBZmv3hFnr8kl500+j6nM36k2j9Cbuk0nz9GfnGLsatoiznGTkTeTJXOzGWfWbq6vvMaJwM7e0m5cwE1G/3bB1tdpzed6jnzKjfBj/1x7OH08GzxdS/rX7puhcYM46Lma1bt9LMmTPFHCY5oIoTgnibr2vtbKzEx3EIqbS0VISb9OB+NnPmzDHbN2nSJFqyZInV562srBQXSVFRkZ3vDAAAWjbqSiCGz9EyLFNd45lqplkfbBHX//5hn4WY0RoCZVXmZdfp59wjZqSY0A5tNM+ZUTsz2jCTpTPTx4GeNyEq10mdTMxi5rObh9OtH2+l4soaqtYNM1mes9Xvg10n7kY8IC3W6uu7epyB9jweEhIiLmocbnvIvWW6desmQkA8fJInaauvG2L37t0UGRkpFnLbbbfRt99+S7169dI9lhv0JSebl8vxbd5vDQ5JxcTEKJe0tDRH3yIAALRIeAyAmvCgAGUWjzcmAGvDG3KEQYSpRf+pc8YwU1JUqIvXYby2Wc1UV6eEeWwlAHdPjqIHJ3Wnm88zF262GNA21mp10qguidQ5KdKmM2OwsW578mFc7czweVx9XtebF+mwM8OC5euvv6YuXYwdEx2FJ27v2LGDCgsL6auvvhIuD3cOtiZoHGXu3Llmbg4rOggaAABw3JkJCw70mg7A3O9Gi1rL8Am41BRmio8MptJz5XS6wChmEiKD3SKqNFkXZjkzvD7pHEVouu6qnZq+bWPoDlNHYntJiw9TtvUSnGUejW7TPIPRMQoO1O9PY89EbFcnAGdkZIiiIYnWlWmUMzNhwgTauXNnoxcVHBwshNDgwYOFuurfv7/IjdEjJSVF9LZRw7d5vzX4TcpqKXkBAADguJjhIYTSmfF0nxk9QaJ2ZvhEXW5KZo2PMJ7sCky9ciIcGA3QJDFj05kxKDk92vWYz1NyXBj4+fnRD3eOoflX9KWhHeKsig1rgpRDTW+tOUo3f7hZVLOp34fe3KWX/zrArQnA2nO6nphx+Bt+5513hJuyZ88eUVEUFGSuArkjsCNwArE6x0UN59IsX76c7r33XmUfJwBby7EBAADQeIpsiBlPlGZrwx9a1OdZtRBLiAg2S2gODWr8IEl7kGLBdgIwO0fSmQmw0SemccKgb9sYcdFDPqe1UCH343n2Z+Pw6LsXbad40+fH6K3msgGp1DYunK58Y53xGF9MAOak3D///FO3P0xDCcAcApoyZQq1a9eOiouLRan1qlWr6NdffxX3c5+a1NRUJR52zz33iHLw559/nqZOnUqLFi2iLVu20FtvveXosgEAADgcZgqoDzN5IGdGLQ70dI3aNZAdi1kYcCm2GleWZatP5racGb5PipkozfoCAuybrdRYAkzPac2ZUZdnH8sppdjwejGjFWhqoetNpdkOf2p33XUXXX/99ZSZmSlcFfWloUomLuVmwcJ5Mxyu2rx5sxAyF154obg/PT1dPK9k1KhRQvCweOFwFOfYcCUTeswAAIDzKTI1ytNzZjwxm0ntbOih1g4FpuRlXrNWvLhazEhnxnJ8gLkzwxVFejkz6mZ/rsg/CZRhJiuCtExVks8ujvp9WPsO5P8LbxEzDjszeXl5ohuwtsrIHt59912b97NLo+Wqq64SFwAAAK5FO1E6LKg+AZj/QueLO7u9qk+keqdUtWsgp2VHhgSanWjdIWbqc2a066sXD6wPSioaTgBu6tBJPRrKmSkxiSx5rOxUzKi31agHTrrATHIYh5dwxRVX0MqVK12zGgAAAB5DhkH0nBk5pVqvY6yrqG3ADVJXCynOTEigheAKc7mYoQZzZtRhPBZcVnNmXOnM1NQ1mCvF1UucQyOpbq7ODPeY4dyXtWvXillJ2gTgu+++25nrAwAA4CbUf6HL3A71SevXvWdp0aZ0ulHTvM5VVJs5G+YnVZ4TpC6FLjCdkNn10PZxcXUCsD3VTDbFjGq9eg30mrw+fz+bE7LPlVapXt9PqQqz5cyoP2NHRi+4ikZVM3HTO+4NwxdtAjDEDAAANA8xkxgZIv6q53O1PGHJKdTuwHxQo0GcWPnE/+8f9tIPOzPNckCkM8MN87TuhttyZiz6zBh0P19bzozeaIOmEmh6Tmvl9fcv3mkmzGQ4zFYCsNr9UjtkPiNmuNMvAACA5h9mSowKsdmqfuXBbGobG0Zdk6Ncsh61k3Aku4T6PvkbTeiZRD/uqi8U0ebMsDPjbjFjrzMj0VYzqderrmxyes5MbZ1dSeBZhRXKbWuJ3+rQXbiL+/jYg+dXAAAAwCuQHXS1/VrU52jpNmxPz6eb3t8stk/Mn+qS9WjFAIc/9ISMhTPj7jCTv+U4Aw6L6YmZxMhgs9JnRr1ed+TMjO6SQNcOa0dLtp+m3/dn604a10tiVsPhx89vGSEEZ4xpsroncfgbvvLKK+m///2vxf7nnnsOVUcAANCMwkzqXiLa/IqVB+pPgtZyMZqKI+XgiphhZybAvQnAsuU/5/E0VNKsnWStnc3kyj4z1abvicNcl/RrQ63smFllLQGYGdk5gcZ2a0XegMOf2po1a+jiiy+22M/N8Pg+AAAAzUPMROv8xS3FjJxIzajDEs6CT7yO5GKYJQBrBIHLw0w6HYCthZg6tzIOfVSjTvp1RWl2oJIAbDALO8mBnLawlgDsbTgcZiopKRHzlbRwVZN2TDcAAADfgMMiMmfmsgFtxMlYTmNuGxemhB+kmDmWW6o8lu9Liw93qpCZ9r+1dCCr2O7HFKrmMLm7NFuKBWvN5jgkI0M8egJR7cy4oo9PgCbMJHN8uIy9IW45rxP5Ag47M1yO/cUXX1js51EDzpp8DQAAwL1wbxF5Av7P9D706t8GKY7D3Ck9qVOrCLFdbuoWm6FyZs6YplM7i20n8x0SMky+EmYKMBMHTIibSrPVAkbdIydUVd6u54aoQ0taV8kVOTP+UszYcGauHNSW9j01yWXJ3R53Zh577DHROO/o0aN0wQUXiH08DPLzzz+nxYsXu2KNAAAAXMzZogrFxdCWDk/t15pax4bSFa+vo9KqGhGOkuKB4X3O5Jc9WQ4/RvZG0XbX1XardQUyNGReSl4fnglhZ8hU7qwnINQJyi5xZgLMq5nsCTPxOr2hSsleHF7ptGnTxHykZ599VsxKCgsLo379+tHvv/8uhkICAADwPTJNeS+tY0J1y7EjTCc2dmZO5de7MrY6yzYG7jD8+ab0Rj+eT8Lqfip83tZWNzkbmfOilzPDwkHdO0ZPILSKCnFLzoyk3pmxLgF4yKgv0SjZxROs+QIAAKB5OTMpMfoVLtJR4KGEUvhInDmEMqe40mpzN3tgV6nOUO8aabsBuwKpP9RhpmqVmFGLKQ6DaUlSVRW5YjRAgCZ0JZdjK8zk6qRpZ+MF46EAAAB4GilQrIkZ+Zc6h3POWogZ5zkzuSVN6zDMboM6B8XVISa1WKjTyZlhV0TtjOi5IQmRwVaHfbrUmQmx7me4ujePs/Gt1QIAAHAam46fo23p+WI7/ZyxOik1Nkz32AjVSfikKvnX2WGmvJL6OUGNdWbUCcDaCdquQOolc2emrl7MqNaj58yo3aNzpc4fFxGgFTM6OTM9UqLcWgHmbCBmAACgBZJdXEHXvLVeJPX+sjuT9mcaq4e6a05q6r/UZQTkhKos2+ucmZAAs7CKO8JM0glSl2bLz4TFlNopaiipNik61AXr89Nt8qfOi5kxsoNPixnfSVUGAADgNM4WVipjCtYfy6ODplLoHimWHWoZTgrmExznzBw8W6zMGOKwiD0zf+wlTzXBubHOjNoJCQp0fg6KFul01Khyh+Q2Cxn1eqzlqXx560j680guXT4w1eXOTIDizARadYx8LQG4yZK1traWduzYQfn5RqsSAACA91NcUZ8ku3x/tsiFCQn0pw4J1pvfyRPxsRyjM9OvbYzTnZmGwkxcbWULXmOQm3Nm9Jrmyc+EhYxaTFhzZoZ1jKf7LuzmEicp0GrOTL1g0ZbjN/sE4HvvvZfeffddRchwOfagQYMoLS2NVq1a5Yo1AgAAcDLFqtEFp01N77olR9ksY1afiMd1a0WjOieK7eoa51UzlVcb12VteOFnt4ygnU9cZPXxEZoOwO4IM+k1zZPb/Ppqx0YvZ8bVBGg+A/nxqL9P7efka2Emh79l7i3Tv39/sf3DDz/Q8ePH6cCBA3TffffRo48+6oo1AgAAcDJ6VTPaJFAt6hDJVUPaKq6HM52Zyuo6m2KGxYC1+3h9HPJRJwCz2+RqpPOh7jOjODP+flRZUz+NPDTQ/SIh0EqYSS1YtCXh7vjcnInDq83NzaWUlBSx/fPPP4tJ2d26daNZs2bR7t27XbFGAAAATqZEFWaS9NCZ6KwmMbK+uVvXpChFNDgzZ6bCdOKPDdcXLLYcA+k0qN0ltzgzOmJGyZkJqJ/LpD7WnQRYqWZS7+f8J7WeEV2LfQiHv+Xk5GTat2+fCDEtXbqULrzwQrG/rKyMAgJ8680DAEBLRc+Z6dmAM5Ok6lTLwyeDAt3vzNgSM5GmEI7aiXBPNZNemMn4PljwObN03ZnVTHIO161jO4n8J/Vx7sg18mg100033URXX301tW7dWmS3T5w4UezfuHEj9ejRwxVrBAAA4GR4vpIWa2XZegMbeQaSFArO7AAsu//Ghtc3klNjT05PoNv7zJgSgM3CTPVN85zpXDnTmWGuH9GeJFx5VV1b67bPzaNi5sknn6Q+ffpQRkaGCDGFhBiVOrsyDz/8sCvWCAAAwMkUmZyZvqkxYpTBmK6JlKAKI+lxcd/W9PmmDKWxnktyZmSYyYozI2HnprDcPFQmK3LMplC7pQOwpTNTX83k36TxDM4gUDPOwFqkS+3M+FrOTKP6zPzlL3+x2Ddz5kxnrAcAAIAbnZnpA1Np9piOdj3mvK6t6LObh1OXpEgzoeDcQZPSmbEtZh6d2pMe+mqX2T5ZamzeAdjPI6XZMmcm2AvETICNMJPZfjc7Ws4ETfMAAKAFUmYSM+qW9vYwqouxHFstGlzhzFjLmZFcPSRNOERrDufQwtXHlNCX9uTtjtwPvaZ56j4z3pYzYy0JWb3X15wZ31otAAAAp8CdfJva6bU+Adh9OTNqRndJpPbxEcptKczUoSV3JgCbOTOmkJM2xOMJAlSOi7htRcyoq7F8zZnxrdUCAABwCmXVtXbNCrKFK3JmKqrty5mRmA9xlDkzfnYlDDu/aV7951Bj+kzUIS9vrGZSo9JiPlfN5FurBQAA4NEwkxolZ8apYSZTaXYDOTN6J90IkzCLVgkhOQ3cPU3zyLKayQtEQYBGzFjRMmZ4w7ododGSPDs7W1zqVEqU6devnzPWBQAAwNvDTLJpXo3z+8zY68yow0jSmVHvO5pd6sameXWWfWb8/ahn62jan1lEfVJtNyV0FYGaUJe1MJMILTVtaLnviJmtW7eKyqX9+/eTweRJcb8Z3uZrbqYHAADAu+HBkk0NM9X3mXGOmOHzSIVOAvBL1wyge7/YQfdf2K2BMFO9MHv6st702Hd7ae7FPTzszPjRuzOH0CcbTtKMkR3IEwRYGWegxdfyZNQ4/L+Yxxbw+AIeNsndgFnAAAAA8C3Kqmos5i05ijz5OcuZYQEg8za4nf7Xt48Updqc6Dupd4qui6QOM6kF0A0jO4iy86hQ+xyephCg58yowkxtYsPoocmeayobaGVqdnMSMw6v/NixY/Tcc8/R8OHDqUOHDtS+fXuziy3mzZtHQ4cOpaioKEpKSqLp06fTwYMHbT7mgw8+EIJJfQkNtT0CHgAAgHW4U63s59KUMJMs33W0jwqXXz/5/V5atu+sxX71cw9uHy+EjK11qp2Z9gn1lU2MO4RMQ03zOMzkaQLsdGZ8rRxbjcMrnzBhAu3cubNRL7Z69Wq64447aMOGDbRs2TKqrq6miy66iEpLbcc0o6OjKTMzU7mcPHmyUa8PAAAtHa4WumrheuV2U5wZOSeJn1OmHdjDW6uP0QfrTtAtH23RrK3O4ROrOsTVUSNm3IVeaXa1MpvJ8wIhUFNRZU1ftagw0zvvvCNyZvbs2SPGGgQFmSvfSy+91OpjeTCl1nVhh4bzcMaOHWv1cezGyEndAAAAGs+WE/m09WS+cjs0sAnOjEnMsCHBISJ7uu1+uvEkPb/skJlLJBNoZVk2iyR7UxhkwrAjFVDuaJqnDjN5mkA7w0zeILzcJmbWr19Pf/75J/3yyy8W9zmaAFxYWCiu4+PjbR5XUlIiQlhcOTVo0CB69tlnqXfv3rrHVlZWioukqKjI7vUAAEBzp6C8yq5usPYQqho8yYm79vxl//F6c2c9u7iSUmJCG11hdUHPJLqwVzKN7JRAnkJ/nIH39JkJsLeayUvFjPY8zjMh5VxIicMrv+uuu+j6668X4R4WF+qLI0KGj7/33ntp9OjRwuGxRvfu3em9996j7777jj755BPxuFGjRtGpU6es5uXExMQol7S0NEffIgAANFtyip1Xe8snP/lHfoVJiDSEdjhkRn6ZRYWVDF/ZQ0hgAL09YwjNsnO+lGub5qnDTF7UAdjPzpwZBz53d8LncfV5nc/zTXZm8vLy6L777hOVTE2Bc2c4VLV27Vqbx40cOVJcJCxkevbsSQsXLqSnn37a4vi5c+fSnDlzzBQdBA0AAFiKmfdvHNqkj4XdeBYe7Kio813sgR/H4iWrsMKpFVaezElRjwOQzow2X8Ubxhn4WwkzTevXmtYcylGmonsLGRkZIndWonVlGiVmrrjiClq5ciV17ty50Qu788476ccff6Q1a9ZQ27ZtHXos5+gMHDiQjhw5onu/nv0EAADAXMw8OKk7nd8jqckfS6gUM6pKJFvIyqf4iGA6XVCu5MmY5cz4mJiR4sBczBi8JswUaGfOzJWD2lJSdCj1aeOZ5n7WYCGjFjN6OCxmuMcMux/sqPTt29ciAfjuu++2+ljOducw1bfffkurVq2ijh0dtwU5lLV79266+OKLHX4sAAC0dHJKjGKmVaRz/ugLNeXJqEWJLeRxPHJAiBmTuCmqqKYfdmY6HGbyBmQoSS1mpGjzhjyUAIvSbP3jOH9qXLdW1GKqmSIjI0WZNV+0lqMtMcOhpc8++0zkv3CvmaysLLGfY2BhYUZba8aMGZSamqrExJ566ikaMWIEdenShQoKCmjBggWiNPvmm292dOkAANCi4FDHT7szaUiHeCV0kCvFTJSTxIxJeJTbkTMjOvxqBklWmm7fu2gHrTiQ7ZNhJikO1GLGGR2W3e3M+DIOf8rHjx9v9Iu98cYb4nr8+PFm+99//3268cYbxXZ6ejr5qxKm8vPz6ZZbbhHCJy4ujgYPHkzr1q2jXr16NXodAADQEvh+5xma8+VOig0Poh2PX2QWZkp0kjMjk0bfXXuchjdQUcQJsvJ8z2tSOxhSyPhimElWC9WqqpmkuAv1gvcSYGfTPF+mSZJRPZvJkeNtweEnNS+++KK4AAAAcIwNx/LEdUFZtWgux1UtuSVVTnVmjuWUiOvf9p2lksoaijQNe9RDHYqSowf0wlNhQZ53M5rqzJRJZ8YLQmaBmoqqppTjeyuNCuZ99NFHIl+GQ0N84UnZH3/8sfNXBwAAoNHEhgcr2weziim/rEo54SZE1t/XFNSjDLapmvE1dGxUaKCZmFG7Bb4XZvK3aJonS9W9wWUKQJjJkhdeeIEee+wxUZHEPWIYTga+7bbbKDc3V5RtAwAA8DwyP4Y5V1qllAlzJZErur3uPVNEY20kkErhwqMK6kchGAVOUlQIZZrKtH0tDCLnL9WoBk2WVdd4jZgJ1IaZkDND9L///U/kvnCirnqEAXfkffLJJyFmAADAC3vKcEJqbrEpxOSkfBktpZXGE3hDzgyLGZlrIwVO27gwRczIiitfQY4sUDsz5VWmQZ5eEGby9+chzZzqIW9Ts8Pht8Sdf7lxnRbex/cBAADwPjHDoiGnxCgWEqOcE2Ji/ntlX2Wbc2ZsIYULV0DJKigpcFTpJjRrtOe6+TYG2UumSjX0Ur5XbwmZBarcmebozDgsZrhE+ssvv7TY/8UXX1DXrl2dtS4AAABODDNxdY0UN850Zq4Z2k404FN38LWGDCmFBPkrc53kSV9Ov+auxIPbx5EvEaRxZrjYRX4W3uDMaEN3vhbGsweHU8b//e9/0zXXXCO698qcGR48uXz5cl2RAwAAwP1woi/nyajDTIqYcVIlkyTC5D6UNtBrptLUJZgndfNMJUY2zasyXfvi5GaZiyRzZtihkU6TN5Rm11c01TlUgexLOPy/5sorr6RNmzZRYmIiLVmyRFx4m/ddfvnlrlklAAAAh8grrTQL3fDIAZeJGVM5doM5MyZnxhhm0ndmvKH9v6NIASYFmbqBIJwZL3Rmqqur6dZbbxXVTDzBGgAAgG9Mx2bRIHvMOKthnlbMlFXa58wEB/oLd0bsU8SMaZaRaTyCLxEkS7NN6lF2/2Vh5i1OUyByZurhOUxff/21B78OAAAAjREz7BbIHBpnixmZ5FraQM6MIlgC/CwSgKUz4w2zjBodZjK9P3bBvMmV0ebJoJqJiKZPny5CSwAAALyXPJMLY1aa7SIxE2lnmEnmlLBbIcNM5RZhJn/fDTPV1onkX5mrFBfhvKoxpzoz/r4XynN6AjBXLPHwR0765TlJERERZvfbGjQJAADAPWgri1hoyJNsopO6/0rkMMWGEoClc8EnU/kY6WLUJwD73olWvWZOvM518vwrZxCgWiMGTfIwsXffpdjYWNq6dau4ODI1GwAAgHuQjoeEG9LJhGDuAOxMIkKM4ZSyBp0Zg1JZo31MfQjK95wZ2TRPvsd6B8ybnBl/ZRtipolTswEAALgH2dOFc1A4/HEqv1zcjgsPMjv5OtuZqaszWB1kWKOqWFKcmWrjY5ScGV9MAFa5HvxZO3syuTMIaOZhJof/13CIqayszGJ/eXm5uA8AAIDnkSXPseHG6dSnC4xiJsEFJ1j1pGytI6TnzPDJVDoz3GL/whdXK/f5ojMjq5lkKC3HRVVjTSEQ1UyWTfNKSowj39WwwOH7AAAAeI8zo+0p44rQByfzyj5stiqaZM6MSAAODFAeczSnVDnGF3Nm2ImSWoHdp3Ol3hdmClCJmWbYM89xZ4YztfW6B+7cuZPi4+OdtS4AAABNQDokKdGhZvtd4czwOSEiuOFeM/U5M35CAITrlC77ojOjrWgqLK8W2zHh3iNmApt5mMnuaqa4uDjxH5Yv3bp1MxM0tbW1wq257bbbXLVOAAAADiCb0SXHmIuZRBeVC3OvGR40aWvYpMyZkX1ZwkMCLSqgfFnMcM8cdp+Kyo2fQXSowwXDLiMAYsbISy+9JFyZWbNmiXBSTEyM8iEFBwdThw4daOTIkR77ogAAANRTUaPvzLgqj4PzZrKLK5VSaz2qVdVMcqZTjuaE66uugXo+U1GF0ZmJDjPmK3kDgahmMjJz5kxx3bFjRzFgMjDQexQnAAAAc+R8oKSoEJEjwYm2rgozMeGmhF5bOTO1pqZ5UrDIiiZfzpfRigUuMVfCTF4kZvxUH62vCkZbOOznRUVF0f79+5Xb3333negK/Mgjj1BVlXnHSQAAAJ5NAA4LDqDo0PqTqrOHTFqUZ9sMM9WPM2BkRZOvh5iYYNN74lCTDLWpP3dP469SM81QyzguZnjQ5KFDh8T2sWPH6JprrqHw8HBavHgxPfTQQ65YIwAAADspKKuizMJyJczE84HUJ69hHV1TqCHLs3/de1YpC7eaAGwSLeqSbibEB3vMSOR7yi+rUlywKC/KmfFT/R+w1gfIl3H4fw4LmQEDBohtFjDjxo2jzz77jD744AMMoQQAAA/CeY0j5i2nkfNWKI3beKDjqM6JYvuKgakuC33IoYo/7DxDn25Mt50AbDqZxmqqfXw5/CFzZuRMLBZmcpim14WZ/Hz3c7ZGYGN+WOpMcc/ff/+dLrnkErGdlpZGubm5zl8hAAAAu+AEXBlekh1/+YT6/NX96f6LulGHBPNZes5E3bl3w7E8mj2mY4MJwFpnxo989yQrp33nmUYZeFO+jPaz9WXR6DRnZsiQIfSf//yHPv74Y1q9ejVNnTpVGXOQnJzsijUCAACwg/2ZRboN7VjQdGoV6dLwwuUDUxsMF9WacmakixGhETO+jHxPcpinN1UyWYSZmqEz47CY4RLtbdu20Z133kmPPvoodenSRez/6quvaNSoUa5YIwAAADs4kl1iNfzjasZ2a0UvXN1fbMtqHi3VdeZhJm1OiS+fY6XblCfFjBflyzDq3nDN0JhxPMzUr18/2r17t8X+BQsWUECA98QHAQCgpZFrytdQ4868DTkHypqYqdUkAPdrW9+vjPHlc6wMs8lcJa9zZqgehJlsEBoaSkFB3vXlAQBAS0JPRIQEua9CSOaJFJRV2yzNls7MmC6JNO+Kvsr9eqNyfAVuAMhkFVZ4Zc5MkKrs3Zc/Z2s4/L+cxxrwDCbtJSEhgVJTU0V10/vvv++a1QIAALBKkY6YcaczExMWrJSH61GtGWfAJ9Vrh7Wj5gCPZmDOFJZ7XY8ZZvrANhQVEkh/GdyWmiMOh5kef/xxeuaZZ2jKlCk0bNgwsW/Tpk20dOlSuuOOO0Qi8O233041NTV0yy23uGLNAAAA7HRm3JUzow4zFVfWiJCSNpyhhJmsJG34smEQaWoaWFxhapgX5l05M5f0a0NT+7Zulq4M4/CnvXbtWlHNpB0quXDhQvrtt99ErxnOq3nllVcgZgAAwINihsWEO7vqyoRebhrHYw207oS2NFuLL59n5TgHibeFmZjmKmQYh/+X//rrrzRx4kSL/RMmTBD3MRdffLHoDgwAAMBzYibUzR11udeKPF/qdQGWs5lkmKk5oe2Z46qBnkAfh/+nc37MDz/8YLGf9/F9TGlpqZjhpGXevHk0dOhQcV9SUpKY6XTw4MEGX5M7Dffo0UMkGfft25d+/vlnR5cNAAAtT8y4uQMt/+Uvw1qVpuZ9angIo01nxofrmdRDMwe1i6WL+7b26HpaGg6HmR577DGRE7Ny5UolZ2bz5s1CYLz55pvi9rJly0QisBZussd5NSxoOKeGh1NedNFFtG/fPoqI0O9MuW7dOrr22muFEOJuwzw6gUUQ97rp06eP4+8YAACaIXV1Biqq8KyYka9ZVlVL5TrOjDLOwIoz48tRkEhVmOnZK/p61SiDloDDYoaTenv16kWvvvoqffPNN2Jf9+7dhVCRTfPuv/9+3cdykrAanufEDs3WrVtp7Nixuo95+eWXafLkyfTggw+K208//bQQS/z6UjwBAICv89veLNE99q+NrO7hpFs54FDd/dfdyNCWfpipgQRg8l3UuUlJUaEeXUtLpFHp1qNHjxaXplJYWCiuZXhKj/Xr19OcOXPM9k2aNImWLFmie3xlZaW4SIqKLNt7AwCAt7kqf/94q9jmoZDtEsJ9rixbeU1Tv5XyqlrrYSYrScm+nKCqdqJivTD515fRnsdDQkLEpclihgdNHjlyhLKzs5WhkxJrDovec9x7771CFNkKF2VlZVnMfOLbvF8PDkf9+9//tmsNAADgDRSohIg2VNSUsmyPiJlA42tW1FjmzNSYzhdBVpyZPqnmHYF9Cek6Ma6cgdUSSUtLM7v9xBNP0JNPPtk0MbNhwwb629/+RidPnhQTtLWqurbWUo3rwbkze/bsEaXezmTu3LlmTg4rOu0HAQAA3kSuadIyo5dr4oiY4dCSnJztzh4zkjAbzkyNFWfmp7vH0OItp+ieCV3JV+FmdB+uP0GTe6d4einNjoyMDIqOjlZua12ZRokZ7i/Dk7N/+uknat26cQ14eEjljz/+SGvWrKG2bW13I0xJSaGzZ8+a7ePbvF8PPfsJAAC8GTnPhyluojPTJiaMjuWW2pxe7Upknk5ljaWYqTS5Ndp19W4TQ70v9V1XhokND6Y1D57v06Eyb4WFjFrM6OHw//TDhw/Ts88+Sz179qTY2FiKiYkxu9iCnRwWMt9++y2tWLGCOnbs2ODrjRw5kpYvX262jxOAeT8AADQ3Z0Z2kG2smEmJCbXIX/FEmEnPmVHEjAcSk90BhIzncPh/1PDhw0W+TGPg0NInn3wiyqu51wznvfClvNw4y4KZMWOGCBVJ7rnnHlEF9fzzz9OBAwdEnGzLli1CFAEAQHNzZoqaKmai68VMWpzjicRNRQoodTVTfmkVHcspUdyaEJPgAcBZOBxmuuuuu0TpNYsQbmCnnZTNowys8cYbb4jr8ePHm+3nwZQ33nij2E5PTyd/VUMlLvdm8fOvf/1L9KXp2rWrqGRCjxkAQHMhR+XM6FUl2QOXdTPxEcZhj0y7+HDPOTOqpnlDn/mdalQJsp4If4HmjcNi5sorrxTXs2bNMrPWOITUUAKwNmFYj1WrVlnsu+qqq8QFAACaI7nFVU0KMx3NKaH1R/PEdnJ0KI3v3or2ZxbRtP7u70IbFmzZZ0YtZBiIGeBxMcNTsQEAALjGmXE0AbiksoYmPL9auZ0UHULvzRxKtQaDW4dMWpRmm8SMXu5MMJwZ4Gkx0759e6t9Y3ikgbX7AQAAmJNZWE7v/3mCDmTWNwXLK6l3aexhe3q+2W12ZrjPib+H+ulGmiZny345+WWW7wc5M8DZNKppnhpOBn7vvffEaIKcnByqrm5cvBcAAFoaT3y3l37bZ956IrOowqHn2HrSUsx4kgRTzo4UZTKXR8KVy0HNcGo28CyN8iC5+uijjz4S3X55LhMPg3z88cfp1KlTzl8hAAA0U/ZnWY5bySqsr+60h7Ma8aOuZvIE8REhZiJG68xwvgxKmIFHxQxPx7711ltFw7qXXnqJLrvsMvGf8vXXXxfN9LRjBwAAAFine3J9I7ArBqWK6+ziSqo2TZe2B20pt+zA6ykSIo3OzOmCcl1nBiEm4FExwyXXXFGUkJAgnJht27aJEm0obAAAaBzl1UYh8sLV/en//tJfhF+46FPrttiisU32XB1myiysoM83peuIGZRlA+dj9/+qgwcPirDS+eefT7169XLBUgAAoGVRVG4UIrHhQSJpVza5O5lXZvdzqKufXrpmAHkadZ+bJ77fK5wmNahkAh4VM8eOHRP5MbfffruYp/TAAw/Q9u3b4cwAAEAjkUIkKtTYfLRTqwjj79ucErufQzbZ+3DWMJo+0Biq8vSMIknbuDCz7sYMnBngUTGTmppKjz76qKhe+vjjj0UH4NGjR1NNTY2oZDp06JBLFggAAM0VGSKKMpUzd2oVKa6P5pQ6/BwyvONpAvz9RNhMYDAf1cAgZwa4gkYFLy+44AIxYykzM5NeffVVMTSyR48eNkcZAAAAMO+ILnuxRJucmTamIZFaAeCIIPIG+qfFimsOMVmImWY6ZBJ4lib9r+Ip2f/4xz/E4EdOCNbOXAIAAKAPT5CurjWYCZFgU/fcKjurmbjqqdzUaVeGqryBpKgQpTvxyTxzlwlhJuAKnCaRBwwYQK+88oqzng4AAJo1pZX1VUjhwUYxI5vJ1dgpZtSVTN7kzESGBFKwaZRCqWacgTeJLtDCxMzkyZNpw4YNDR5XXFxM//3vf+m1115zxtoAAKBZOzMMn/Q5z4SRs5SkY6M3/mDOlzvos43p4nauaaZTTFiQR+YwWYNbdkSE6Pe78XRTP9A8sUvKc38ZnpbNYaVp06bRkCFDqE2bNhQaGkr5+fm0b98+Wrt2rZjNNHXqVFqwYIHrVw4AAD6MHMSoDrtIQWItzHT7J9toR0YBrT6YQ38b3o6yiyrNwjreRERIIOWXWY63SY72vrWCFiJmZs+eTddffz0tXryYvvjiC3rrrbeosLBQUeDcd2bSpEmiQ3DPnj1dvWYAAGg2zkxIUL2DIcNMeh2AOfTEQobJMzWiyy6uUCZlexscatLD07OjQPPE7iBrSEiIEDR8YVjM8Iwm7ggcFIQYKAAANNmZMW3riZl/fLrN7HZtnUFpSJccFeqVzoweEDPAFTQ6yMohJ57RBCEDAACNd2ZCVaXKMmm2usYyZ0Y7Xbu0qoYyTfOPWnmhM6MWMx0Tjc0Amf5tjWXbADgT70l/BwCAFunM1IeZAk2JwNV15s5MXZ1BjAGoMgkgWcn0+/5ssd03NYa8jQjVwMvpA1IpLT6MhnaIp5hwOPnA+UDMAACAlzgz1sJMWUUVQshwTk1oUIAQMvvOFInJ1BymmtgzmbzZmYmPCKIrBrX16HpA88Z7avkAAKCFOzPWwkwnTI3n2saFizJsZu8ZYxFG+4RwIXC8OQEYvWWAVw2aBAAA4EJnJkDfmTl81jh4snOrCEUkvPT7YXHdLt44advbUPeZiQ5DEAB4iZjhuUt9+vShRx55hDZu3OjaVQEAQDOE3ZR//7CX1h3NpS0nzlk4M7I0W9tn5nB2sbjumhxlUfJcp99fz+PEhtUPvoQzA1yN3XI5NzeXli1bRt999x1ddtllor/MJZdcQpdeeildeOGFooEeAAAA6/zljfViltL7f55Q9tnjzBwyOTPdkiNFroyaGSPbe+VHPqxjvLId5oVhMNBCnRkWK9z995133hHTsr/++mvRY+af//wnJSYm0vTp0+m9996jnJwc164YAAB8FDkUUo25M2P8lVyjGmfA07UPnzU5M0lRFKmawcTiZnz3JPJG1BVWaV4aCgMtPAGYXZlRo0bR/PnzxSiD7du303nnnUcffPABtW3bFrOZAADATsydGdOgyTqDKMeW3X55LICfH+fMRFKkaSgl0zomzGs/Z39/P9r06ARa9cB4JWkZAFfhlKysrl270v333y8ueXl5dO6cMRYMAADANmbjDFTdgLnXTIh/gJL8mxYXTmHBAWYlz94uEpK4M3GUp1cBWgJOTzHn0BNfAAAA1KNueKcmPNiyNFtOzmbdIucvpcYaXRh1mMnbxQwA7gJ9ZgAAwA3klxmHQzLPXt5X2R7eMcGiAzBTbRI/uSXGxyVEGquDIlUlz7HopguAAGIGAADcwDnTpOvEyGC6YlAqtYkJpa5JkTS0Q5xyTIC/n8iNUVc05ZUYh0kmRhrnL0WG1LsxcGYAMIJORgAA4AaKyqvFdXRokOjYu+KB8WQwEAWqQktcXMEVTRySkr1m8qQzExFs0YzOmxOAAWi2zsyaNWtEeXebNm3ED+2SJUtsHr9q1SpxnPaSlZXltjUDAIAz4HlKTJQp54UFDSf0agnWlGfnlRqdmQSTMyMfz7SJRX8vABrlzMTFxQlBoYX3cS+aLl260I033kg33XSTxTGlpaXUv39/mjVrFl1xxRV2v+bBgwcpOjpauZ2U5J19FQAATSO3pJJ2ny6k8d1a6f6e8WWKK6stEnj10HYB1ubMhKr60sikYABaOg6Lmccff5yeeeYZmjJlCg0bNkzs27RpEy1dupTuuOMOOn78ON1+++1UU1NDt9xyi9lj+TF8cRQWL7GxsQ4/DgDgW4MXhz3zu2jP/+WtI806yDYrZ0aV86JHsKk8u7K6zsyZkTkz6lEHch8ALR2HxczatWvpP//5D912221m+xcuXEi//fab6AzMc5xeeeUVCzHTWAYMGECVlZViNtSTTz5Jo0ePtnosH8cXSVGReetvAIB3svH4OWXO0MGzxc1XzDTgzMgJ2BU1tWY5M5w4zIzolEA9UqJEh11uTAdAc0d7Hg8JCRGXJuXM/PrrrzRx4kSL/RMmTBD3MRdffLFTpmy3bt2a3nzzTSGQ+JKWlkbjx4+nbdu2WX3MvHnzKCYmRrnwYwAA3k9ucaVFsmzzFDO2nRkZRmKnqqyqhsqqas1yZljsLL13LC24qr/L1wyAN8DncfV5nc/zTXZm4uPj6YcffqD77rvPbD/v4/tkbkxUVNPbPnbv3l1cJDxC4ejRo/Tiiy/Sxx9/rPuYuXPn0pw5c8wUHQQNAN5BaWWNaNWvV1JcoBIwsoy5OVFcUW2nM2P8G7Oiuk5xZUIC/SlCJ1kYgJZARkaGWd6s1pVplJh57LHHRE7MypUrlZyZzZs3088//yxcFIana48bN45cAb8mh7qsoWc/AQA8A88XevKHvRQbHkz3TuhKF7/yhxAqnBPTs3X9LyemQNVUTvZWaYlhJjnegJ0ZToiWuTHNLSEaAHthIaMWM3o4LGY4D6ZXr1706quv0jfffCP2sXuyevVq4ZwwPKPJVezYsUOEnwAA3s+G43n00fqTYvv87q3oZF6Z2P54w0mzLrjaDrlLdpyhPw7n0he3jqAuSb4/3KewrJrWH8sT262iQuzKmamsqXdmZCUTAMAJYqa6uppuvfVW4c58/vnn5CglJSV05MgR5TZXPrE44fBUu3btRIjo9OnT9NFHH4n7X3rpJerYsSP17t2bKioq6J133qEVK1aIRGMAgPezaFOGsv3K8sPKdrkpD0RNQZl5ngxPi164+lizyA157Ls9lFNcKVyZiT2TbR4baqpmYmcmr67OrGEeAEAfhxKAg4KCRCJuY9myZQsNHDhQXBjObeFtLvdmMjMzKT09XTm+qqpKuDx9+/YVYaudO3fS77//LpKNAQDezWcb0+n7nWeU2ysP5jgkZrRujS9zLNc4+frv53Uym3qth2ykZwwzSWcGoXMAnBpmmj59uujcq00AtgeuRDJw/24rfPDBB2a3H3roIXEBAPgev+8/K65bx4RSZqFx8rOkvFpHzJRbCpcDWcXUHGBXhjm/R8MNP2U1kzrMhH4yADhZzHTt2pWeeuop+vPPP2nw4MEUERFhdv/dd9/t6FMCAJohZwrKxfVTl/Whx5bsoayiekHDroOW/FJLZyarsIJq6wxiAKMvJ0FLh6WhfBnzaqZaVcM8hJkAcKqYeffdd0U33q1bt4qLGs62h5gBADBSvLSLD6fv7xpNv+7JEiGWOV/u1BUzhabS7Lsu6ELrjubR1pP5ooybK5uSou2fQVRZU0vZRZWUFh/uFV8Eh8pYkDHxduS+KE3zWMwgARgA14gZTtoFAABbcE6MzIFpHRsqJkXfMLIDrTuSa7xfI2Z4SnRJpbF0efaYjnT/Rd1p5LzlIjzFF0fEzH1f7KCfd2fRPRO60n0XdvP4F5VjKq9mIcMTsRtClmaXVtXSsRxjrg3CTAC4aGo2J+fyAEiewQQAAGoyC40hJm70FqVKeA01JbdqxYzMl+FWKrJDbrJJwGjzbfQSjZ/4bo/ifvyyJ0tcv7z8sLLPG/JlWtmZxCvDTOxknSmsoLjwIBrULs6lawSgxYmZsrIymj17NoWHh4uSaVl9dNddd9H8+fNdsUYAgI8hBUjr2DCzZm9hSgilflii7MPCcGdgmR/DicNMlkkY6VFdW0ePfLubPlx/klYfyhYdhtU1BnvPFJLXiBk78mXUCcBcms5M7de6wQooAFo6DosZ7gXDJdKrVq2i0NB665fnNX3xxRfOXh8AwJfFjEmQWOSDaEqz801iJlY15iDF9NhMVeKwloOqaqf0vDI6kVdq9X5fETOyNFsyrGOCS9YFQHPCYbnPZdksWkaMGGH2Fxe7NDw3CQAAMk2VTFoxI50ZbZhJzmLisQeSemfGupjZnlGgbPOkbXaC1Jy1IYS8Vcxok4Q7tzKvGAUAOMGZycnJoaQky14JPFwSs0MAAGo3JSUmTFfMcJUSh4gkp/KNYw5S4+qPl4+1JWZ2pNeLmf2ZxUq4SqIuB/d0ArC9OTPaZF9OngYAOFnMDBkyhH766SflthQwPGpg5MiRjj4dAKAZcirf6MykxmrCTMH1v3LU7sy3208rZdxaZ8ZWAvD2jHyzkNI5TcfgrELPD6yU67fXmdH2lIkJh5gBwOlhpmeffZamTJlC+/btE5VML7/8sthet26dGDYJAADpptyVdvHmIZLgAH/i/F4uMuK8GXYdVh7Mpr1nisT9bVXOTMdE42PTz5WJ6dHsWPxxOIf++dUuenxab+rUKoKO5bAjTCLpl8XRrlNGpyYtPowyzpV7PMzEvWJ2mkJhfVJtT/215sxEBiP5FwCnOzNjxowRwyFZyPDMJB76yGGn9evXi47AAICWTU1tneLMtE8wb1zHTm6Iql0/8/2O+vlN3ZKjzE7qvVobBcDaw8b+NC8uOyTKlW/7ZCv9YJr7xIMbB6TFiu1VpvlP8nEZpvCVp9h9ulC8T3ZlOreKtOsx4ZoEYH8f7n4MgLtolOTv3Lkzvf32285fDQDA5+GwCufEBAf6U4pOs7uQIH/honCnXmZ7ujFUNKVPCg1pb95P5bxuibQvs4jWHMqh6QNT6WxRfdjokw0nxfUFPZJEc7kdGQVUZqqS6p8WS7/uPSsa9+WXVlGch6ZOc4UV0z05yu6cQuQeAuAiZ6aoyGgB20txsefLIQEAnuGk6QSeFhem6yqEBMrZQ3UiCTjD5OI8Ma23xYl8XNdW4vrPo7lUUFZFp01VUupy7tGdE4V4UcP5Nm1MOTdyYrUnkAnIsszcXrjZIADAyWImLi6OsrOz7X7S1NRUOnbsmAPLAAA0F06eM+bLtE/QLylWh5l4GCV36WWBk6STINurjTFcxI7MlhP1yb4SbijXLiGc2saZh7O4+Z58fc658fSwTW2JekOM797wdG0AgINhJoPBIKqVIiPti/lWV1tOvwUAtAxO5Eoxoz/oUTozHGY6YXJxuIpJz8VhUcLhKp7dtPzAWYv7pw9IFdepmv4yKdFhFBdhrAIqKvfcyBVZVt5aU6LeEE9P70MGMtBfh7Zz0coAaIFipl27dg7lyKSkpFBQEMoJAWhpcCjoY1MuSwcrzozsAszOzPEco/DpYKpc0sJhp+ToEFGZtPH4ObHvtnGd6de9WVRWVUOjOhu74yZocmK4X01UiPF3UHFFtcdE3fID2Up1lSNw47zXr0NBBQBOFTMnTpyw+wkBAC2XH3dlilyY2PAgumxAG9vOTHWtSO5lepqqj/RIjgoVYobLsGVH3J/vPs+s9b/W1WFHJzrM+OutuML1zgxXW3GPm0v717/nme9vUraHdoh3+RoAaMmggQEAwGn8sidTcU/Uowm01UzSmdln6i/T25Qbo4ecni1Jig61mF/EDOsYT5tM7g0jp28XuVjMcCjp+nc3Kk0CB7ePF6F5mQh9fvdWihsFAPCSPjMAAKAHz1facOycUmZtDSUBuLpOqfaxll+jHXHAcNhJjxevGUB9U2NEvgkTFWr8W63IxWGmRZvTle2vtho7GeeW1HcifvMGhIsAcDVwZgAATuGLzRmiMoldFmuVTNoE4JJKo2sSGWL9V5E29yYpSr8yiJOAf7hrjIUz48ow04ZjefTS74eV25mFxuqldFNFF69JijcAgOuAMwMAcArL9mWJ6+tHtLd5nBQzJZW1okqpYTFT79pwZVNsmH3FBdEmZ8ZVCcA8quBGVV6Mevq3MptK4yoBAFwDxAwAoNGwULjvix208kC2MlDRVjIvI52Kc6X13XwjbIkZVaUT92uxt72/q50ZTkjmZGfm6ct6m4kZ7jqsNzQSAOBlYaaysjJKT0+nqirzKbX9+vVzxroAAD7AqyuOiInXfAkwiYyGGsTJBOA80wmf3ZagAOt/V6mfr8QBYSLdnlJTKMvZHM42djof2iGOzjN1KlbEjKk7cZyVJGgAgIfFTE5ODt100030yy+/6N5fW2ucjQIAaP4cNzXIYzhfhgWNduqztTCTPPHbCjEx6hEH1vrR6BEWLMcmuOZ30uGzxjEJXZKiKN7kwPBsKH69nJJKpV8MAMALw0z33nsvFRQU0MaNGyksLIyWLl1KH374IXXt2pW+//5716wSAOCV1BkMZrd5JIF0aBoOMxnFTERIwwmy390xmsZ1a0UvXN3f7rXJ1+Ghlk2F3R2Z3yM5dNbozHRLjqSokEAKCjC+75HzltNnG40VTtbK0wEAHnZmVqxYQd999x0NGTKE/P39qX379nThhRdSdHQ0zZs3j6ZOnerkJQIAvBV2Y9TYM1BROjN5pvLliOCGfw3xIMkPZw1zaG2yFw3ntXDfl8ZOo84rqaSxz62kzkmRtPi2kYpIOpJtdGa6JhknYnNIKbu4UgkxMfGmkQoAAC9zZkpLSykpKUkZQMlhJ6Zv3760bds2568QAOC11JprGUrRNLjTg7sDM3ICdkNhpsaiblTHDfoay+7ThVRaVUu7ThXSd9vPqOZKlSrOjLWQEnJmAPBSMdO9e3c6ePCg2O7fvz8tXLiQTp8+TW+++Sa1bt3aFWsEAHgp5VU1DjszHRPNB9baqmRqCqEmB6ipeTNnCoxVWsy29HylkolNKS7/bmWa9p2gU7nULTmq0a8LALAfh3+L3HPPPZSZaWxZ/sQTT9DkyZPp008/peDgYPrggw8cfToAgA+jDqnY68x0amWexOsqZyYwgKuk/Ki61iDyZmIb+TynC4xjCZgdGQXi+rApxMRiRYavtC7MrWM7URvNNG8AgGtw+LfI9ddfr2wPHjyYTp48SQcOHBCTtRMTE529PgCAF1NW6bgzw4InNMhf6dFiTwJwYwkNDKDq2hrltRrDaVMDPCliyqtqab9pQGZXU4iJiVY181t231jqkmTuQAEAvCjM9NRTT4keM5Lw8HAaNGgQRUREiPsAAC2HCk0uSlq89RlLEm56px5J4KowExNqSgJmAdJYjmnKz+/9Yjt9uTlDGW6pJ3pYyDQ24RgA4AYx8+9//5tKSowWqxoWOHyfLdasWUPTpk2jNm3aiB/0JUuWNPh6q1atEmIpJCSEunTpglAWAF6EViR0tdONUHfGdVWYiWEHiKmoaZyYqamto4NZxhLsHinG/Jdf954VDf84V2ZKn/o8wfHdWynjFyBkAPByMWOtxHHnzp0UH1//V4q1SihOGn7ttdfseq3jx4+LUu/zzz+fduzYIXrc3HzzzfTrr786umwAgJPh3wXaHi5yhEBDqBvrudSZMZVRVzTCmeGS7MH/+V1UQoUHB9Dr1w1SysqZt24YbFYx9bfh7eilawbQl7eNdNLqAQD2YvdvES7DZhHDl27dupkJGu76y27NbbfdZvM5pkyZIi72whVSHTt2pOeff17c7tmzJ61du5ZefPFFmjRpkt3PAwBwPtpy5xsaGDCpJtFUAeRqMaP0mmmEM7P8QDYVlhsTnK8YlEqdWkXSgacn0+ebMigmLIgGtoszO577z0wfmOqklQMAHMHu3yIvvfSS+Ets1qxZIpwUExOj3MeVTB06dKCRI537F8n69etp4sSJZvtYxLBDY43KykpxkRQVGRP1AADORV3uvO+pSRRuR/M7PWcm0sUJwEx5lWMJwNxH5re9Z5WGfU9d2kds8x9x7MAAANyH9jzOaSd8UWP3b5+ZM2eKa3ZKRo0aRUFBru9smZWVRcnJyWb7+Da/sfLycjFOQQt3IW4odwcA0HRkiCnQ388hIaMdHhnh4GMbkwDsaJ+ZWz/eSqsOGhuC3nl+F7sndQMAnE9aWprZbW4L8+STT5rtc/i3yLhx45TtiooKi6nZPNbAk8ydO5fmzJmj3Gbho/0gAABNR5Y7h6nyRuxFXbbsygTgcNPayjTN/Wzx/p/HFSHDuTI8EwoA4DkyMjLMtIXWlWEc/i3CVUsPPfQQffnll5SXl+fSqdkpKSl09qzR6pXwbX5Teq6MNfsJAOC6SibpfjhCtyT3dMaNCjX+iiuqsE/M5JdW0XNLjR3Omc9vGUHBqqRfAID74XN+Q0aJwz+lDz74oBg2+cYbbwjR8M4774iwDpdbf/TRR+RMOAdn+fLlZvuWLVvm9NwcAEDjw0yy/NkRYkzzmRhOrHUVsrqq2E4xs+JAtnhfnNOz/6nJIl8GAOD9OOzM/PDDD0K0jB8/nm666SY677zzRP8Xnp7NYw2uu+46q4/liqcjR46YlV5zyTWXdHMHYQ4R8ZwnKYq4OurVV18VThAnHrOIYkfop59+auz7BQA4CZmH0pgwE7PpkQliHII9XYMbS6TJmSmuMB+7YA05pmBKnxSlEgoA4P04/CfVuXPnqFOnTmKbbR++zYwZM0Y0xbPFli1baODAgeLCcG4Lbz/++OPiNs98Sk9PV47nZGMWLuzGcH8aLtFmJwhl2QD4vphJig6l7qZGdK6CB0E64swczTGKGYwiAKCZOzMsZNhRYSelR48ewikZNmyYcGxiY21bsuzmcHm3NfQGVfJjtm/f7ugyAQBuCzN5r4Mhc2ZKNDOkrHHU5Mx0dmHoCwDgBc4Mh5a42y/z8MMPi26+oaGhdN9994l8GgBAy6Csslap+PFW6nNmGg4zVdXU0clzxrlzcGYAaObODIsWCTe044nZW7duFXkz/fr1c/b6AABeSkG5sS1DbHj9nCVvdWbsCTOdzCsVgyS5VDw5GhWRAPgSTW7wwIm/fAEAtCwKyoxuB7f291YcqWY6ooSYIjAoEoDmLGbq6upEXss333xDJ06cED/wnKT7l7/8hW644Qb8AgCgBVFgmlsUqyqz9jZkQ74iO8JMMvm3s52TvwEAPpgzw4m7l156qZhazeXTffv2pd69e9PJkyfpxhtvpMsvv9y1KwUAeBWFJmcm1oudmWhVArCt4gO1M4N8GQCasTPDjgyXXnMTu/PPP9/sPu7/Mn36dNEfZsaMGa5YJwDAy5ATpb07Z8YotFjHlFbV2hydcEQ6M6hkAqD5OjOff/45PfLIIxZChrngggtEZRM3zQMAtKwEYHU3X2+DuxPzIMyGKprYuTmYVSy2e7X27Hw5AIALxcyuXbto8uTJVu+fMmWKUrINAGj+nCup8vowE+f12VPRtOl4HlXXGqhdfDilxYe7cYUAALeKGe70m5ycbPV+vi8/P98piwIAeP+QyTOFFWK7fUIEeTP29JrZn2l0ZYa0j3PbugAAHhAzPA07MNB6vDkgIIBqauzrsgkA8G1k5U98RLC4eDP1FU01FoJMJgWn55X5hDADADQxAZh/6LlqiSdl61FZWWnvUwEAfJzD2cVKTxZvRxlpoBIzv+zOpNs/3UZ9UqNpyT9G08lzpWJ/u4Qwj60TAOAGMTNz5swGj0ElEwAtg9UHc8T1wHbeH5aRYSZ1r5nf9p0V13tOF9GhsyWUca5c3G4X7/3iDADQBDHz/vvv23soAKAZU11bR8sPZIvti3pZz6PzFhJMYbA8U8Iysz+zSNnec6aQzhYZ83/axIZ6YIUAALcPmgQAtGw2HjsnKoMSI4N9wplJMs1Zyi42CpaK6lol54f5eXcm1dQZc2cSIjCTCQBfBGIGAOAQm0+cE9dju7aiAFMPF28mKcokZoqMeX1rDuWIMmzJKlPILC48iIID8SsRAF8EP7kAAIc4kGUM0fROjfGJT65VlDF0lF1sFDPrjuaJ6xtHdaABabHKcYmRcGUA8FUgZgAADnHA1Cm3Z0qUT3xyMsyUYxIzx3ONlUs9UqJobLdWynGtTA4OAKCZT80GALRsSitr6KSpJ0t3XxEzUfVihltMpJ8zrr9dQjilxtWXYqfEIPkXAF8FYgYAYDcHzxYrAiHBR8Iy0nGpqq2jvNIqyjCJmQ4JERQRXP8rcFTnRE8tEQDQRCBmAAB2s+d0obju4UPDGEMCAyg2PIgKyqpp0/FzonIpLCiAUqJDyd/fj64b3o5O5JXSJf1ae3qpAIBGAjEDALCbH3dmiusRneJ96lNjJ4nFzEpTf5weraOEkGGeubyvh1cHAGgqSAAGANjFidxS2nTiHLEGuGJgW5/61JJMFU0rTWXYvXzIWQIANAzEDABu5GReqWja5oss3Zslrsd0beVzybJp8cZE39wSY0XTYEzHBqBZATEDgJvgfI1xC1bRQ1/t8snPXI4AGN7Rt0JMzEW9Usxuq0uyAQC+D8QMAG7gYFYxXb1wvdj+fucZOpJdLGYc+RKHzxpHAHRL9o2SbDXndU2kTqYJ3xf3TUGDPACaGRAzALgY7m0y64PNZvsmvrCG5ny502c++5raOmWeUdekSPI1AgP86f0bh9Id53em/0xHwi8AzQ2IGQBczNGcUjpdUG6x/4edZ0QOjS9wJKeEKmvqKDIkkNrFh5Mv0j4hgh6c1IPiTVO0AQDNB4gZAFzMxuN5Sjnzoxf3NLtvt6lvi7ez65Rxnb3bRCslzQAA4C1AzADgYraeyBfXwzrE0+guiWaTposranyqWV5fHxkuCQBoWUDMAOBitqYbxczgDvHUq000bZg7gSb1Thb7isqrPZbHs+pgtlKqbA1ZRi4dpL5tIWYAAN4HOgAD0AA8ZZkTeNmVuHpImggXcUKpLRZvyaBl+84K54UHM/r5EQ1sF6vMCuJW+p50Znhtf/94K7VPCKfVD56ve8y/luymzzam04K/9Kd9Z4xl2X3gzAAAvBC3OzOvvfYadejQgUJDQ2n48OG0adMmq8d+8MEH5OfnZ3bhxwHgLvfisSV76Pz/WyUEDZdUX//uRnrk291WH/PNtlP07x/20oNf7aLf9p2l9ceM+TLdk6MoOjRIOS46zLhdVOEZZ4bXxrDQKqm0FFScmPzJhnSqMxDdv3inSP7t3CqCOiYYy5sBAKDFipkvvviC5syZQ0888QRt27aN+vfvT5MmTaLsbOO8FD2io6MpMzNTuZw8edKdSwYtmFWHcujjDZb/377ccop+25tFheXVVFVT3yvmQFaRKLd+/88TFo+5oEeS2e2o0ECvyZnZkV5gtaeMmnsndkPyLwDAK3FrmOmFF16gW265hW666SZx+80336SffvqJ3nvvPXr44Yd1H8NuTEqKefdOAFxFYVk1fbzhhHBOHv9ur7Kfu96+cu1AuuWjLaKyh0M0nMc7qnMifXLzcHHMl5tPKccnRgbTt/8YLdwYLsvu2dq80Zx0aTyVM5OeV1a/fa5+W7LnjHmVVZekSJraF1OlAQAtXMxUVVXR1q1bae7cuco+f39/mjhxIq1fb+yMqkdJSQm1b9+e6urqaNCgQfTss89S7969rR5fWVkpLpKiImOsHwB7eGP1UXpz9VGzffdf2I1uG9+ZggL86fXrBtH4Bauops4gQjBrj+TSrlMFtOVEvhBBzP+uHUjjurdSBEtMeH14SRJlus9Tzsyx3BILMfPCbwfp880Z9PaMIfTy8sNi37T+bSg8KID+cX5nuDIAAI+gPY+HhISIi0fCTLm5uVRbW0vJycYqDgnfzsoyDrDT0r17d+HafPfdd/TJJ58IQTNq1Cg6dar+L2At8+bNo5iYGOWSlpbm9PcCmid1dQb6YnO6xf7rR7QXQoZpGxdO7980VDgvkktf/ZOe+nEfVdcaqGNiBE3pk2KWH6OHDDO5MmeGk3e/2mr5s5JXUkm5JVXK7fRzpfTr3ix6ZcURyimupPm/7CeDwXjfQ5O603//0k80nAMAAE/A53H1eZ3P8z5VzTRy5EhxkbCQ6dmzJy1cuJCefvpp3cew88N5OWpFB0ED7OG9P49Tfpm5uNj4yASK03SMPa9rK9r86ETh4jy39KDYxyGnW8d1pptGd2iw0okJDw4Q1+UumqDNowdkojKHyNLiw2nlgWzKKamktDjzDr4HMovpTEG9G7Xh2DlxzdVX/DgAAPAkGRkZIn9WonVl3CpmEhMTKSAggM6eNVZRSPi2vTkxQUFBNHDgQDpy5IjVY/TsJwDsYf1RY+WRmmRTCbVeLlf/tsZSa2Zw+zj65+Qedn/QoUEBZn1cnM2K/fVJ9Uv3ZNH0gal0k2k+VP8047pHd0mgP4/k0bFc/ZEKbWLCXLI2AABwBBYyajGjh9vCTMHBwTR48GBavny5so/DRnxb7b7YgsNUu3fvptatkYgInM9eUy+Vcd1aievJvW2L7CEd4pTti3o5lqQuxUx5lWvEzPYMY6M+ZtfpQrrj023K7Z0Zxuql+yZ2oyHt698Do+5OnBKDNggAAN/ArWEmDv/MnDmThgwZQsOGDaOXXnqJSktLleqmGTNmUGpqqhIPe+qpp2jEiBHUpUsXKigooAULFojS7JtvvtmdywYtAO6Em1VUIZrbcdXSpuPnaEyXRJuPCQkMoOX3j6Mfd2aKvBpHCDOFmSpUpd3O5GBWsdlASy3cLI/dpP/9bSCtOJAtjrm4b2v64M8TilPTGmIGAOAjuFXMXHPNNZSTk0OPP/64SPodMGAALV26VEkKTk9PFxVOkvz8fFHKzcfGxcUJZ2fdunXUq1cvdy4btCBXhhN4Y8KC6MJe5onq1ujcKpLumdjV4dcLMzkz3Kemts5g5og0FQ5dnVCVXkvYcVp9KEdsX9gzWYTKWseE0XXD24sL88fhXEXM9Gpt29YFAABvwe0JwHfeeae46LFq1Sqz2y+++KK4AOCuQYq927hn9lBoUL1or6yppfBg5/0onikoFwJJDScBvztzCHV59Bdxe6IVsTaoXZwYdcD0xugCAICP4NXVTAC4i+X7jSfwQab5Sa4mNNDozMi8GWeKmazCCnHdKTGCAgP86Eh2CV07rJ2oslr09xFC7IzolKD72KuHtKUP1h2nnq2jhUMFAAC+AMQMaPFwN9xt6QWivNpdXW79/f0oONBfhJmcXZ7NuT9M69hQ+mjWcCqrqlGa9FkTMZKEyBD6858XODXsBQAAzW7QJADexvc7T4vr0V0SKclKKbYrkHkzFdXOTQLONDkzKdFhQpRIIWMv7OBwPg0AAPgKcGZAi4eTXpnJfdw7A4zzZgrLndNrhp+DG+Vx596FpnEMKTHotwQAaBlAzIAWDSff7jD1XWkoBOM6Z8ZxMbPiwFn6be9Zmjmqg8hvefy7PWKatxpHe98AAICvAjEDWjS7TxVSZU2dmLXECbPuRGmc56CYqa6towcX76K80ir6aVcmrXpwPH23w7yXDA+LlJ1+AQCguYOcGdCi2XTCOIdoaId4t+eJhDYyZ2b5/mwhZJjiyhq69u0NQpBJrhzU1u4+OQAA0ByAMwO8sufLrlOForIoJty15cHc6VeKGXcjw0xcbeQIr68yzibrkxpNe04X0aGzJYqI+cf5nd3uMAEAgKeBMwO8CoPBQLd8tEVMfH7o650ufS1uLLf1hHGG0bCO7hczESHGvyVKK+0PMxVXVNNuU4O/d2YMpVZR9Um+F/dNER2JUYkEAGhpQMwAryK7uFIpLV55MIdqal0zu4hZdTBbhGmiQgNFEq27iQwxOjOllfY7MzszCkXFUlp8mBgE+a+pPcX6p/VvQxf0SHLhagEAwHtBmAl4FfszjTOSGG4odyCrmPq4oK0+O0AvLz8stv82vJ1HmsRJZ6bEATFzJNs4QLJ3a+NnctmAVHEBAICWDJwZ4FXsz6yf9qxuze9s9mUWibwc7vXy9/M6kSeQYoZzZjjkxWMGGuJUvvEYdmYAAAAYgZgBXsWBrHpnhjlb7HwxU1RRTW+vOSa2h7SPFy38PUGEaR5TSWUtzf9lP42av4LWmKZaWyMj3zgNu21cuDuWCAAAPgHCTMCrOGByZtrEhNKZwgo6W1TptOfmcM7dn2+nFQeylX2uCGHZS4QqZ+bzTelim0NfY7u1atCZaRsHZwYAACRwZoBXwB1tu/3rFzp41ihmxpuSWbNNQxOdwQ87z5gJGeb87taFg6uJNIWZ1HlCCRHBNh9TL2bgzAAAgARiBnjFSIFZH2wRCb9Mx8QI6mdyTLi6yVmoQzijuyTQOzOG0HA3jzDQy5k5nG3sE8PIZnjWwmOF5dViOxXODAAAKCDMBDwCzyP6bsdpahMbRiUV5tU83Cwv2TS9+qyTnBl2ZX7ZkyW2v/nHKBrULo48jXRm1GScM+bEqHlrzVE6U1BBVwwyVi3FhQfpPhYAAFoq+I0IPOLEXPPWBtqZUSBKovu3Nbows8d0pGuHpVH7hAg6ZAo3OSNnhsuw7/p8u3K7f1vvmFkUGWr548dOFAs9OeqAxdyzPx8Q29vSjQ3+EGICAABzIGaA21m0KUMIGYZLkrelG7fP65pIXZKixLZ0ZvJKK0XjvMCAxkdE956pz0l59OKeHukpo4e1/JgXlh0SCcGv/HUgnVaVa3MpOYPkXwAAMAc5M82MnOJKmvrKH/Tm6qPkjXy5JYOe+H6v2L58oHmztyGq+Ujx4cEU6O8nut3mlljPI2mI47mlNPO9TWKbhy/eMtYzPWX0SDIJNi1vrTlGxRU1QtTwVG8tEDMAAGAOxEwz4521x4QTMf+XA1RXZyBvgk/MD321S2z3bhNN/72yH03unSJu3zquk1keiL+/HyWZ5g59uP4EPbh4pxAm9gyp3GdyYtj9ueSVP5Sk2vEerFzSg99vRLAxnKQHVzntPGV0rdQgzAQAAOZAzPgwBWVVFh1yZemu7HLrTby28ogiKr6+fRQFB/rTa9cNoq9vH0kPTephcXz3FGPI6Y1VR2nx1lN00/ubRP7LJxtO0uj5K+ibbaeUYzlctXRPFl3yv7V02WtradepArr9k61UWlUrHJ5eraPp4j6tydtQuzPXDEkzu6+mziDGOWiBMwMAAOYgZ8ZH4ZP6lW+sEzkV903sRl9syaC/DWtHfx7JVY7h6cqubgrH5dQsSmwl+36xOYNO5pXR0r1ZIl/ln5N7KAmufHtwe/2J1SM6JYhhk5ITeWV0y0db6ff9Z8XtOV/upHHdWtHPuzPp8e/3ipAUU11roEtf/VNsJ0YG04oHxlN0aBB5I+r0nScv7S0EXGx4EH2z7TStNX2XQQF+1CMlWpmWzQnSAAAA6oGY8VHOlVbR0Rxj2GXeL8Zql//8tN/smINZxaI3yZwvdlJYcADNndJDTKTu0iqSYsL1T+6cbMv5GnE2mrexkHrvzxP0/c4zwgGZf0VfumZoO4vjyqtqaeb7m2jT8XPKvlvHdrJ7QjUPUPxxVyaFBPqLNXFDPSlkJH97eyMdyy1RhIyaVlEh9Nxf+nmtkGFuHduZHvp6F/VJjRbf0awxHZUQkxQznVtFisnYks6tIGYAAEANxIyPckyVP+LnxwKj/r6JPZPFSZ9PiP/360FFAHCvFTkqgN2Kyuo6+uNIDp3fPUnM/GH35NUVR8Tj7ruwG8WFB9NH60+I8uC+bWOFC8Jlwwt+PWi2lrnf7KbRXRLppd8P00W9kik2PFjkrnBoSN3dtkdKFN09oavd7zElJpR+uGuM2N568hxd+cZ6sc15Nn8Z3JZu/miL0jGYBU/rmFCRRHzH+V3oRG4pjeycoDhA3srVQ9OoV5toSoo2nw9l7INzXGyzWzNrdEf661sb6IFJ3cmPv3AAAAAKfgb+M7sZU1RURDExMVRYWEjR0fY5Ap6Cvwo+Ua07kkvtEyOUJNGYMKOzsO5orqh04TANJ7c+/M1uGtYxnt6eMYTWHs6lOz/fRhf3bU1zLuxGE55fbffrchO2/DJjZ1lX8H9X9afhHeMpPiJY6XrbGDafOEcFZdU0sWeS+Jzm/byfFq45RtMHtKH/XN63WTWSyy6uoGHPLBfbr/1tEE3t5335PgAA4C3nb4gZD84i4mTdG0a0Fyfmfy3ZTb/uPStCQZwLIt0Gbu3/2CW9aEBaLPV+4lelP4ms0PnH+M700GRj8uyZgnJKjAwROSxc/cPOiIRDQRyOku3wHSE4wJ9qDQaRZCt5enofEZLiHJ3f95vPO1Lzr6k9havA1UmugN+PFHvNDXbFSitr6bZxneDGAABaHEUQM437MFzBygPZotPrh+tOiNlAnMfBLgjnvDAcLnliWi/q++RvNp/n4r4p9PNuYzt+CSfPrnnofEqNtZygzMLj2+2n6eMNJ8UwxXsndhMnfk4mLSqvEaMEuISbe69wYilXAqWbWul/dstweuDLnWJqNee4PDylh5g4zUm1XB793JX9RHhE5uU88/N+GtQuVqzjkW93U9/UGJrUO4Um9koW+R4AAACAo0DMNPLDcDZHc0po4gurdZNT1YQHB1BZVa1Dz83C4YObhlLXZGP5sjPYeCxP5OL8dWga7TxVSJuPn6OZozoo1UosaLhXDIe2vKWLLgAAgOYJxEwjPwxH4ETYB7/aRfdM6CJa8M/7Zb8oEf7s5hGUFh9OpZU1SlioMUKGtYJez7u7L+hCHVtFiCTfKC+u0gEAAADcdf5uPhmTboYrerg6aPXBbJp3RT9auPqY2P/BuhMUGuRPr63UHydw+/jOogmcTOxsExtKsz7YLEJPC28YTL/uyaKx3VrR9IGpoiLn0SW76c8jeUqo6c4Lutrs6wIAAAC0NNyeAPzaa6/RggULKCsri/r370//+9//aNiwYVaPX7x4MT322GN04sQJ6tq1K/33v/+liy++2OPOTG5JJU1/7U+zjrt6XDEoVTRAk67KnIu6izyT4opqZRbRybxSyjhXTmO6Juo+B+e/8GO4tNlVibQAAACAN+HI+dutf+J/8cUXNGfOHHriiSdo27ZtQsxMmjSJsrP1q2HWrVtH1157Lc2ePZu2b99O06dPF5c9e/aQp+GqoWuHWTaK0/L0ZX3oxWv60x3ndxb5J7JviHqoInd0tSZkGM5P4V4kEDIAAACAh52Z4cOH09ChQ+nVV18Vt+vq6igtLY3uuusuevjhhy2Ov+aaa6i0tJR+/PFHZd+IESNowIAB9Oabb3o8AZibyXGCL3en7Z8WSxd0T6KXlh8SCb8cKrpqcFua1r+NU18TAAAAaAkUeWPOTFVVFW3dupXmzp2r7PP396eJEyfS+vXGzq5aeD87OWrYyVmyZInV16msrBQX9YfhKpKjQ+nnu8+jX/dm0fk9kkQZ8t/HdhLziqyNCwAAAACA/WjP4yEhIeLikTBTbm4u1dbWUnJystl+vs35M3rwfkeOZ+bNmyeUnLyw8+NKuHLp5vM6Kf1UeL4OhAwAAADgHPg8rj6v83m+2VczsfOjdnNY0bla0AAAAADANWRkZJiFmbSujFvFTGJiIgUEBNDZs+ZTj/l2SkqK7mN4vyPHW7OfAAAAAOCbsJDxmmqm4OBgGjx4MC1fbhyeJxOA+fbIkSN1H8P71cczy5Yts3o8AAAAAFoebg0zcfhn5syZNGTIENFb5qWXXhLVSjfddJO4f8aMGZSamqrEw+655x4aN24cPf/88zR16lRatGgRbdmyhd566y13LhsAAAAAXoxbxQyXWufk5NDjjz8ukni5xHrp0qVKkm96erqocJKMGjWKPvvsM/rXv/5FjzzyiGiax5VMffr0ceeyAQAAAODFuL0DcEubmg0AAACAZtQBGAAAAADA2UDMAAAAAMCngZgBAAAAgE8DMQMAAAAAnwZiBgAAAAA+DcQMAAAAAHwaiBkAAAAA+DTNbtCkFtlGRztCHAAAAADeiyPn7WYvZoqLi8U1JmcDAAAAvkVoaKiY7UgtvQMwD7M8c+YMRUVFkZ+fn6eX0+I5ffo09erVi/bt2yfmcAHvAd+N94LvxnvBd+NaWMiwoKGW7szwrKe2bdt6ehlAYxuyuMR4Ce8C3433gu/Ge8F34x0gARgAAAAAPg3EDAAAAAB8GogZ4FY4tDRu3DiEmLwQfDfeC74b7wXfjXfQ7BOAAQAAANC8gTMDAAAAAJ8GYgYAAAAAPg3EDAAAAAB8GogZAAAAAPg0EDPAqcyfP190Wr733nuVfRUVFXTHHXdQQkICRUZG0pVXXklnz541e1x6ejpNnTqVwsPDKSkpiR588EGqqanBt+OkDqXXX3+9+PzDwsKob9++tGXLFuV+rgF4/PHHqXXr1uL+iRMn0uHDh82e49y5c3TdddeJyo3Y2FiaPXs2lZSU4PtpArW1tfTYY49Rx44dxefeuXNnevrpp5V5cvhu3MeaNWto2rRp1KZNG/H7a8mSJWb3O+tnZNeuXXTeeeeJjrY8Yue5555zy/trEXA1EwDOYNOmTYYOHToY+vXrZ7jnnnuU/bfddpshLS3NsHz5csOWLVsMI0aMMIwaNUq5v6amxtCnTx/DxIkTDdu3bzf8/PPPhsTERMPcuXPxxTSRc+fOGdq3b2+48cYbDRs3bjQcO3bM8OuvvxqOHDmiHDN//nxDTEyMYcmSJYadO3caLr30UkPHjh0N5eXlyjGTJ0829O/f37BhwwbDH3/8YejSpYvh2muvxffTBJ555hlDQkKC4ccffzQcP37csHjxYkNkZKTh5ZdfxnfjZvh3zqOPPmr45ptvWEkavv32W7P7nfEzUlhYaEhOTjZcd911hj179hg+//xzQ1hYmGHhwoVufa/NFYgZ4BSKi4sNXbt2NSxbtswwbtw4RcwUFBQYgoKCxC9qyf79+8UvjPXr1yu/SPz9/Q1ZWVnKMW+88YYhOjraUFlZiW+oCfzzn/80jBkzxur9dXV1hpSUFMOCBQuUffydhYSEiF+2zL59+8T3tXnzZuWYX375xeDn52c4ffo0vp9GMnXqVMOsWbPM9l1xxRXiZIfvxnNoxYyzfkZef/11Q1xcnNnvNP757N69u5veWfMGYSbgFDiMxGEitl/VbN26laqrq8329+jRg9q1a0fr168Xt/maQx/JycnKMZMmTRIzT/bu3YtvqAl8//33NGTIELrqqqtE+G7gwIH09ttvK/cfP36csrKyzL6fmJgYGj58uNn3w7Y5P4+Ej+e5Zxs3bsT300hGjRpFy5cvp0OHDonbO3fupLVr19KUKVPw3XgRzvoZ4WPGjh1rNgGaf88dPHiQ8vPz3fqemiPNftAkcD2LFi2ibdu20ebNmy3u418C/MPLP+hqWLjwffIYtZCR98v7QOM5duwYvfHGGzRnzhx65JFHxHd09913i+9k5syZyuer9/mrvx8WQmoCAwMpPj4e308TePjhh4VgZ3EfEBAgcmieeeYZkXchP3d8N57HWd8DX3N+lPY55H1xcXEufR/NHYgZ0CQyMjLonnvuoWXLltk1ph24l7q6OvHX4rPPPituszOzZ88eevPNN4WYAZ7jyy+/pE8//ZQ+++wz6t27N+3YsUMkznMSKr4bABwDYSbQJDiMlJ2dTYMGDRJ/ifBl9erV9Morr4ht/sujqqqKCgoKzB7H1UwpKSlim6+11U3ytjwGNA6uvujVq5fZvp49e4rqMfXnq/f5q78f/o7VcKUZV2/g+2k8XLHH7sxf//pXEWa94YYb6L777qN58+bhu/EinPUzgt9zrgViBjSJCRMm0O7du8VflfLCTgBb5XI7KChI5AZIOEbMJ9ORI0eK23zNz6H+ZcBOD5c4ak/EwDFGjx4tPm81nKPRvn17sc22N/+SVX8/HPrgOL/6+2ExysJVsmLFCuH6cN4AaBxlZWUip0INh5v4c8V34z0462eEj+EScM4hVP+e6969O0JMzsDTGcig+aGuZpKl2e3atTOsWLFClGaPHDlSXLSl2RdddJFhx44dhqVLlxpatWqF0mwnlcsHBgaKMuDDhw8bPv30U0N4eLjhk08+MSs7jY2NNXz33XeGXbt2GS677DLdstOBAweK8u61a9eKyjWUZjeNmTNnGlJTU5XSbC4L5pYEDz30EL4bD1RjclsIvvBp8YUXXhDbJ0+edNrPCFdAcWn2DTfcIEqzFy1aJH4WUZrtHCBmgMvFDP/A/+Mf/xBlifzDe/nllxsyMzPNHnPixAnDlClTRN8F/oV+//33G6qrq/HtOIEffvhBiEUuJe3Ro4fhrbfeMrufS08fe+wx8YuWj5kwYYLh4MGDZsfk5eWJX8zcB4VL5m+66SZxAgCNp6ioSPycsNAPDQ01dOrUSfQ6UZfu4rtxDytXrhQiRnthwenM74F71HCrBH4OFrIskoBz8ON/nGLxAAAAAAB4AOTMAAAAAMCngZgBAAAAgE8DMQMAAAAAnwZiBgAAAAA+DcQMAAAAAHwaiBkAAAAA+DQQMwAAtzB+/Hgxe8iX18OP8fPzExfucO1KbrzxRuW1lixZ4tLXAsDXgZgBADRrnC2ibrnlFsrMzKQ+ffqQK3n55ZfF6wAAGgZTswEAwAHCw8PdMmAzJiZGXAAADQNnBoBmyI8//kixsbFUW1srbnNIhMMVPKVZcvPNN9P1118vtpcuXUpjxowRj0lISKBLLrmEjh49Ku576623qE2bNsoARMlll11Gs2bNUm7z/TzxmQfzhYWFUf/+/emrr76yusaGjmdH5e6776aHHnqI4uPjhYB48sknzZ6juLhYDDWNiIgQE8JffPFFMyeGQzU8xZ1dDhmyOXHihNkabD2/PdizTj7mrrvuEuuKi4sT0+TffvttKi0tpZtuuomioqKoS5cu9Msvvzj8+gAAiBkAmiXnnXeeONFv375d3OYTemJiIq1atUo5hvfxSZbhk+qcOXNoy5YtYjowT3O+/PLLxcn+qquuory8PFq5cqXy2HPnzgkBxEJCwsLko48+ojfffJP27t1L9913nxBL/Dp62HP8hx9+KIQKTyh+7rnn6KmnnhKThiW85j///JO+//57sf+PP/6gbdu2KfeziOFpxTI0xJe0tDS7n99e7HkePoa/g02bNglhc/vtt4vPdtSoUWLNF110Ed1www1imjYAwEGcNOMJAOBlDBo0yLBgwQKxPX36dDE5Ozg4WAy/O3XqlBikd+jQId3H5uTkiPt3794tbvOU4FmzZin386TfNm3aGGpra8XtiooKMUR03bp1Zs8ze/ZsZXKwegCpvcfzUD41Q4cONfzzn/9UBjUGBQUZFi9ebDaZmJ9XPehUO/hUvd/W8+uh91z2PI/2GJ4UHxERISYoS3j4Kn/m69evN3su3vftt99aXRMAwGBAmAmAZsq4ceOEE8PnQ3YsrrjiCurZsyetXbtWuB8cOuratas49vDhw3TttddSp06dKDo6mjp06CD2p6eni2t2YL7++muqrKwUtz/99FP661//Khwc5siRI8JRuPDCCykyMlK5sPMiw1Vq7D2+X79+Zo/jUFJ2drbYPnbsGFVXV9OwYcOU+znHpHv37nZ/Rrae3xHseR71MQEBASKc17dvX2Ufh56Yxrw+AC0dJAAD0EzhENJ7771HO3fupKCgIOrRo4fYxwInPz9fiB3JtGnTqH379iKPQ+bHcLVOVVWVcj+Lop9++omGDh0qxBHnp0hKSkrENd+fmppqto6QkBCLtdl7PK9bDee8aHN3moKznt+e59E7Rr2PbzPOfH8AtBQgZgBo5nkzLDqkcGExM3/+fCFm7r//frGP82EOHjwohAw/hmH3Rk1oaKhwdtiRYVeF3Y9BgwYp9/fq1UuIEHZy1CLJGo4erwe7SCwGNm/eTO3atRP7CgsL6dChQzR27FjluODgYCURGgDQPIGYAaCZwlUzHNpgAfLqq6+KfXySv/rqq0V4RooIPo5DHly1xOERFhjqqicJh5q4yomTdWUVlISrcR544AGRxMvOAldGsbDg5FwOW82cObNJx+vBz8HHPfjgg6KKKCkpiZ544gkR+pIuB8MhM07M5SomDmXxsTI8BgBoHuAnGoBmDAsWdiVk1RKfyNkV4fJhmVvCJ/ZFixbR1q1bRWiJBcaCBQssnuuCCy4Qj2cX529/+5vF/U8//TQ99thjokqJc3MmT54swkhceq2Ho8fr8cILL4hqJRZZEydOpNGjR4vnYidJwqKJc1T4fbdq1UrJAwIANB/8OAva04sAAABnwCXmnIPz/PPP0+zZs53+obIoHDBgAL300kvkLthl+vbbb2n69Olue00AfA04MwAAn4X76Hz++eeiAop7tci+N9zQz1W8/vrrIly1e/duciW33XabeB0AQMPAmQEA+LSY4U7GHPriRN/BgweL0JO65NmZnD59msrLy8U2Jx3za7oKLtEuKioS25zLxE35AAD6QMwAAAAAwKdBmAkAAAAAPg3EDAAAAAB8GogZAAAAAPg0EDMAAAAA8GkgZgAAAADg00DMAAAAAMCngZgBAAAAgE8DMQMAAAAAnwZiBgAAAAA+DcQMAAAAAHwaiBkAAAAAkC/z/18pig/BYdgOAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231949.36+044559.5_M7_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J223623.17+034344.5_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J124104.75-000531.4_sdL0_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J001837.37+020015.7_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J231949.36+044559.5_M7_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J023803.12+054526.1_sdL0_OSIRIS_GTC80-15A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134206.86+053724.9_sdL1_OSIRIS_GTC46-14A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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dZezcbIwA5RYWe/V9LlbzbE547PvNYpL7o8PaUELs+fEGw4wDAAAA+ClGcaP6i1UdYq340j/W04iP8TXd9Qzx437YcIxmrT1yXo3Q5RI+7OW544476LHHHqNdu3bp9p07d06kuwAAAABwviI+drWjr/ByfGyuh8Inu8A8UlTW2Aru+yMjUtERIb4vfL7++mu68sorhZl51apV1K1bN5o5c6a2n43Oy5Ytq6zzBAAAAIABY/pKFR8WFxVdTJ6Hqa6zOYUeRXxyC+xCKzosxPfL2V9//XWaNm2aqPBivvvuOxo3bhzl5+fT+PHjK/McAQAAAGCCq7EUruZ2VSTi42zAqRptMiPX1ima54OFqqPifVX47N27l0aOHKmtX3fddaJ5IUeBioqK6Oqrr66scwQAAACAG34bNerianwFk+fhyApjdZikLN+OjDBFh5/fyQ5uC5+4uDg6deoUNWvWTNs2ePBg+u233+iKK64QTQ0BAAAAUHUYU1jqBHZV7JilunKceHXKwpmXx+w19K9Xct7TXIzbsaZevXrR77//7rB94MCB9Ouvv9Kbb77p7XMDAAAAQHk8PrpydvU48lqqq9TDqi75etERHk3LqnrhM3HiRIqMjDTdN2jQICF+brvtNm+eGwAAAAA87OOjq+pStn99Z+8KDRV1JnDKGlmR62+pLo7s8OIMTnvxAgAAAIDz1MfHacTHvhJmMxZ7OmFCFVFy2Clvcjvi4y/Cx0hqaqpYSg0ubp7VBQAAAIDz3LlZKWiXhuSgIBYqQW55cpwhBQ5XZ30y5gJ6+8+9tObg2TL7+MjZYNHh5zfVVe5XX79+PY0ZM4Z27typKc2goCBxn29LSrw7+wMAAAAA7vltdENKdZ2brbchQUEUElwx4SMjPk0Toql/q0R6d+k+t0ZW5NhSXVHnOeJT7kJ67t3TunVrWrlypRhcyhPb1VtvM336dGratKnwF/Xu3ZvWrFnj8ng2Wbdp04aioqIoOTlZeJO41xAAAABQ3TBGWUpKXFd1BbPwsUV8nJmUy3xN23OFBFslhOzJU+JmqivG31JdLG5++OEHatmyJVU23377LU2aNIlmzJghRA+LmmHDhtHu3bvFVHiz7tJPPPEEffLJJ9S3b1/as2cP3X777SISxc0XAQAAgOqE0aDsvKrLJnyCrUtFIj4yqiR7EIbaIkj+kuoqd8RnyJAhtHnzZqoKWKzceeedNHbsWGrfvr0QQNHR0ULYmMFRqH79+tFNN90kokSXXnop3XjjjWVGiQAAAAB/xChe1FSX6vGRWahgJdXlacRHRpVkxEc+X1nmZpnq8jtz80cffSQ8Ptu2baOOHTtSWFiYbj93cvYGPPuL/USTJ0/WtgUHB9PQoUPFrDAzOMrz1VdfCaHDfYc4OsWDVW+99Vanr1NQUCAWSWZmplfOHwAAAKhsjGJDX85u3y5FToiS6qpwxMf6NBRmu1PWyAp7xKdyhY/xOh4RESEWj4UPi46///7btJmhN83NaWlp4rnq1aun287rxsnwEo708OP69+8vzNbFxcU0YcIEevLJJ52+ztSpU+m5557zyjkDAAAA5zPV5ayPj66qK7iCwsf2uFAt4hNsOrJi+pJ91LBmFI3q1lCsp+cWidv4KH3AxNuwv1flmWeeoWeffdbzVNf9999Pt9xyC504cUKUsqvL+a7oWrp0Kb388sv07rvv0oYNG+jHH3+kuXPn0gsvvOD0MRxRysjI0JYjR45U6TkDAAAAnuLKV6PqGlmFHRKsmps9e03NKG1TEGEmQmr78Qx6fcFueujbTdprp2VbsyuJsfboS2XA13H1uq5mjjyK+Jw5c0ZUShkjMd4mMTGRQkJCxHwwFV6vX7++6WOefvppkda64447xHqnTp0oJyeH/v3vf9NTTz0lUmVGjCEwAAAAwF9wWUKuq+py9PiUVDDiI59H3hYp55KWXajdzyooprjIMDqTY92WUMnCh2eL8uKMckd8rrnmGlqyZAlVNuHh4dSjRw9avHixto2jSrzep08f08fk5uY6iBsWT2bdLQEAAAB/x9VEdFXX2KM0QfZUl6fmZodydtvzKeeSnW8fgHrGJoJkxCchNpzOJ+WO+HAPHw4brVixQkRUjObmBx54wGsnx6XsbKTu2bOnMCtzOTtHcLjKi+HZYA0bNhQ+HWbkyJGiEqxbt26i/H3fvn0iCsTbpQACAAAAqguu5mPpZnXJcvYgq8FZbKtoxMdmbpZenzcW7qEruyZRk4QYTeQwfD+pZiRl2cRQYkyE/1V1xcbG0rJly8RiNDd7U/hcf/31dPr0aZoyZQqdPHmSunbtSvPnz9fSbCkpKboIz3/+8x9xDnx77NgxqlOnjhA9L730ktfOCQAAAPAVilyIF2dVXcGyj4+nER+LeTk78+CsTTTn3n50OksRPlkFdNaW5uKeP3FRfjaygjs0VyX33XefWJyZmVVCQ0OFe5sXAAAAIJAjPqrFQ4qgYMXczLvluCnPUl36cnbmyNlccWuM+Mh0F6e5yvt63qbcHh8AAAAAnH84VeUqW6UGdHQjK4LtwsMTg7Ozcna1r5Be+BTa/T3nOc3lkfAZPXo0vfrqqw7bX3vtNbr22mu9dV4AAAAAcIFaRVWWx0ctZw9WhY8H6S7VKK2OrJD7cguLaWNKurYtNatAq/JKrOGHwmf58uV0+eWXO2y/7LLLxD4AAAAAVG0PHzWK42pIaZBibhbHuNZOZUR8bMJHSXVxQ8XftpzQSteZlLM5dEb28Ik5vxVdHgmf7OxsUWpuhKu7MO4BAAAAqHrho/psJClnc+mzvw9SflGJlhILMaa63Iz4bDqSToP/u5Rmrj6sPYbTZmYRn32p2eJ+50bx4vZQWq7Sw8cPhQ+XsPPUdCOzZs0Sg0QBAAAAULWprjDpNFb3l1jo2V930FuL9yrl7EGaYDHz+HywfD9d9c4KyrCNl5BpslHT/6aDaTk07Y89JhEfvcfn8JkccX9g6zri9nhGHh1Lz6uS5oWVUtXFfXG4ieH+/fvp4osvFtu4qeA333xDs2fProxzBAAAAICTiA8LEFd1Uiv2plHfFgn2qq5gNdWlFz4vz7POwpy1NoXuGthC3C9UKsfCQ4NdenyYw2eslV3dG9ei2IhQyi4opk02z0+CD6S6yi18uC/OnDlzxEys77//nqKioqhz5860aNEiGjhwYOWcJQAAAABMB5Syx0Y1LBthoWKv6iKxaPtMDNDGKE5hsV34cLRIVm5JwWP0F3GKjWmcEE0t6sTQ5qMZWsSnsud0uYNHXYRGjBghFgAAAACcH6QACQsOdhnxYdEjNU0IR4dEusva20eN+JxT0lu1osNMx2IUFJdojzHO6pLkFloHljeqFUUdG8YL4SPxS48PAAAAAHyneaGI+LhoCshRHXtVV5C41QaVKlGeExnWqAyjep5lZInJKSjRBJd8TbMJ8VFhIRQRGqIZnCX14yLpfAPhAwAAAPghMhLDaSlXzZBFqksbWUE60aKam09m5Gv3C5T0lprqyisq0dZlGbvZhPgakdaEUoekeF3lmS+kuiB8AAAAAD9ECo4wEb0Jcnmc2sBQvVU1ywlF+BQWl9jvG8ZiZOQV6cST2YR4KXxa1o3VVZ658iJVFRA+AAAAQCWz7VgGvTR3hyYavIEUHCEi1eX8uJISTnWRPtUV5Jjq4uorM7GjproY+TNIc7NxP1Mj0uoRigwLcfD+nG8qPCK1pKSEtm7dSk2aNKFatWp556wAAACAasQV/7dCEw2v/auLVz0+bG4uDHLegpnFjTqdnZGRFzXVpQ48VdNb6n0mU0Z8gp17fGTExxcpd8TnoYceoo8//lgTPVzC3r17d0pOTnaYlg4AAAAAOztPZHnt7dDKyssyN4thprL3DulTXUrERz6fUex4EvGJi7JXhY3qmiRub7mwMfml8OHePV26WNXqr7/+SgcPHqRdu3bRxIkT6amnnqqMcwQAAACqBa5MyB738XGjnF3t3OysIkuN/hQoYkY1OjPpeYUuy9mZOCXi8+LVnejdm7vTk5e3I78UPmlpaVS/fn1xf968eWIie+vWrWncuHEi5QUAAACAykeKFq6Wkt4d0+NEA0PSCZ4Q29XfWcSnoEiN+OhTWem2fj9S8NwxoDm1rmc3MaseH4a7N1/eqQFFh4f6p/CpV68e7dixQ6S55s+fT5dcconYnpubSyEhdhMTAAAAAPQEVUJVV1nl7NxwUPP4BBvMzYrYUe/rzM2GiI+MAMnnqB0TTn9MHEjdGtfUjqkR4RsixyvCZ+zYsXTddddRx44dhcIcOnSo2L569Wpq27ZtZZwjAAAAUD1wM9fFzQTvnbmB1h8+W3YfH9GN2flzcSRHdlsOln18TBoYqmkvnbnZxMNjluKKDA3xC3Nzuc/s2WefFaLnyJEjIs0VEWFtRsTRnieeeKIyzhEAAAAIqIjPPTM30MaUdFq08xTtfvEy1318uD9OmeZmY6orSNyqIytKlKY+rszNToVPWLBpqsvX8EiS/etf/3LYNmbMGG+cDwAAAECBbm5m0WNmLDbv3Ox6Orvw+BjMzSEmqS5nVV3GcnZnwodHVPhDxAcNDAEAAAA/9PhI0cJVXa4iPoyzwaIllrI9PoXVLOID4QMAAABUEa6qryT5RfYOx41rR5fdwFBUdbl+Tp6qbn19cjqyQlfVpYysMJqbJTJqJEHEBwAAAADljvjIcnFZCu4MOQKCJ6Gb9dJRybeVp4fYjtOGlDqL+BRXLOITh4gPAAAAUP34Yf1R+vTvg171+KjRlnzlvpF0Wwfl+OiwMlNd8jlDXJibnXdudhxJoT6HfT3YLzw+Hp9ZamqqWEoN4+g7d+7sjfMCAAAAfBqeeP7w7M3i/oBWidSybo0yH+PahuwoOvJdDPaUoyPio8oWPjLiE+RiVpda1VXggblZrf6KrU7CZ/369aKCa+fOndqYe34j+T7fcmNDAAAAoLqTp3hx9p/OcUv4uJPrUkWH+hpGMmwpsZpRYToRwncVPaOP+ARb10Nshzvt4+OBuVkVPlxiX22ED4+m4BEVPKiUuzi7Y9QCAAAAqhvZBcXa/ZMZ+W49xp0rpprqcil81FSXIkK4yssoVuQIimCXfXycjKywCbHo8BDNV6Q+R1mRIb8XPgcOHKAffviBWrZsWTlnBAAAAPgBuQV2EXAwLceLHh8l1VVUKsSJKmyMw0JrRoVrERxNkBj0Un5x2ebmYmcjK2z3YyJC9cLH8MOog019mXLHooYMGUKbN1tzmgAAAECgokZ8Dp1xT/i4g7FpobMmhjLiE2fw+PAIC2cl8iHGPj6l7ld1GedvhYQESMTno48+Eh6fbdu2idEVYWH6JkVXXnmlN88PAAAA8EnU6EemTYSURVkmZDMBwemuqPAQp2XvNQ2pLqMgUYVPsDHVpYv4mBuaC4stpoblMKWKi7muZzIt3HGKejSpRdVK+KxatYr+/vtv+v333x32wdwMAAAgUMhRIj6qCDKi+mjKm+py5vPh6ExWfrFW1RVSRsRHenZCjKku5aXMOjd/uzaFfthwVNyPCddLBh6VoTK0XV2a/9AAapoQQ9Uq1XX//ffTLbfcQidOnBCl7OqCii4AAACBQk6he8KnyND2pSwKDEInz+S5s22iRzYLVI3GZs0MpXgKDXavjw+LoDPZBfT4D1u1bbVi9Bke7hhtDH60rR9HkWGO0Sm/Fj5nzpyhiRMnioouAAAAIFBRzc25iggyopaJu9XHx2ASVkdYaNu08vQgCg8N1kWSjKZjtVIs2M3OzcyC7ad067VjwnXrXD3mj5T7rK+55hpasmRJ5ZwNAAAA4Ifm5hxFBBkpLm+qSykld5bqkh6ccFu/nJAyPT62VFeQjPiQ43R2Q4fmlfvTdOsJMRG6dV/u1eNVjw/38Jk8eTKtWLGCOnXq5GBufuCBB7x5fgAAAIDPwJGdGz74h/q2SKTYiBCdOHFWdi6HibqL0eNjlkaTEZwI23wsNcpjNB27quoqdRHxOZdrLZeXJMSGu0x1+QvBnlR1xcbG0rJly+idd96h//3vf9ry5ptvev0Ep0+fTk2bNqXIyEjq3bs3rVmzxuXx6enpdO+991KDBg0oIiJCCLV58+Z5/bwAAAAEHvO2nqQtRzNoxrL9lG2I8jhrNqgKClVouFvVZfT8iG2GiI+uqsuNcvZgzdxsXtWllss7i/iEBkrE5+BB94exVZRvv/2WJk2aRDNmzBCih4XVsGHDaPfu3VS3bl2H4wsLC+mSSy4R+77//ntq2LAhHT58mGrWrFll5wwAAKD6okZv2PxrNDtzkz8jRU565bjTudnZyAgpfGTER9U6psLH0MAwpIw+PmbCx9Hj458RnwpNEVNndVUG06ZNozvvvJPGjh0r1lkAzZ07lz755BN64oknHI7n7WfPnqWVK1dqKTiOFgEAAADeQBUhBwzdmoXZuYZrseSe8DEfN+G2x8dEkMjjg6XHJ8isj49B+Nj6BDlPdflnxMejs/7iiy+EvycqKkosPJH9yy+/9OqJcfSGB6IOHTpU2xYcHCzWuZeQGb/88gv16dNHpLq46owbLL788ssuy+wLCgooMzNTtwAAAABmnMkudDqmwllJuyoojOLCrVRXsYuIT6jVZ1RW52bjvmAt4kNORVmmUjJvGvHxUY+P8ZrO1/kKCR+Owtx99910+eWX03fffSeW4cOH04QJE4TPx1ukpaUJwWIsm+f1kydPOp0jxikufhz7ep5++ml644036MUXX3T6OlOnTqX4+HhtSU5O9trPAAAAoHpxJsd+ET2bozf/OitpV6ul1L45bqe6DOviGJtnh0vZGd10duW+3G/cF6oJn1K3RVmUoT+PmYnaF+DruHpd5+t8hVJd//d//0fvvfce3XbbbboxFR06dKBnn31W9Pg5X3ATRfb3fPDBBxQSEkI9evSgY8eO0euvv07PPPOM6WO4Qo19RBJWhxA/AAAAyor4GMlxGvGxi4vNRzPoREYeNYiPqtCsLplyi7AJGzXio96vExtBx9LztPUQ2y7ZZFCWuasRHxZRZik5+Vq+HvE5cuQIxcXFaetc6KRSbrnGHZv79u3rsJ238T5vkZiYKMTLqVP6Bkq8Xr9+fdPHcCUXV3Hx4yTt2rUTESJOnZnBbwi/QeoCAAAAlFf45BUWC8Eg/a/O+uOM/L8VDo/lSNBvW47TkbO57qW6bIIlwiZg9MKHqFfT2pQUH0k9m+rnZoXYIj1y9peanpNepGgnnZeNVVy+KnyM1/QKC5+WLVuK9JZZBVarVq3IW4SHh4uIzeLFi3URHV5nH48Z/fr1o3379onjJHv27BGCiJ8PAAAA8LRZ4UWvLaE1h846Pebpn7fT0GnL6LZP9G1XjGXiaSbiac6mY3Tf1xtpwGtLNKETbRMnhS4iPnZzs30fFxzN+veFtPyxwRRrnKgeHKxLW6kl+DLVZTYQ1QxfTXWVRblTXc899xxdf/31tHz5ciE0GB5ayoLETBBVBE5B8ST4nj17Uq9evUQ5e05Ojlblxek2LlmX+Tv2HnFvoQcffFDMFNu7d68wN6OpIgAAgIqwav8ZSjmba7rv6m4N6aeNx+h0VoFY2PScnltINaPDTSM+Zqzcf8bB41MjMlREZIyeH3FMkaGBoerxCbJ6eYIpyKHyKsS2KkUVR6mMwkeU5GfZvUzX9WxE1/Z09L+aNWuslsJn9OjRookgm5znzJmjpZN4W7du3bx6ciywTp8+TVOmTBHpqq5du9L8+fM1w3NKSoqo9JKwN2fBggXCZ8SVZiyKWAQ9/vjjXj0vAAAAgcWeU1lO943p25T+2H5S5/HZdTKLLmye4HYll1pWLiM8PHz0VGaBa4+PTcmobWVUEWTsrhxsOy7SJOIjfT1GE/PTV7SnGpH6KQ3+TLmET1FREd11112iWuqrr76iquC+++4TixlLly512MZpsH/++acKzgwAAEB1ZvvxDGH+7dGkFm09muH0uMiwYKpTI4JyztgjQrtOZJZL+JByiBQ6HPFxluqye3wcR1aofh/HiE+QLuIjPT7sS5LCR+6TGIWQv1OuBB03Bfzhhx8q72wAAAAAH6CopJRGvL2CRr+3kjLzi2jrMavwaVOvBr06upPu2MjQEEqI1Rto96Zml2tWlxrxkaJGRllcRXzMGhiq0R+jITlEmpu1qi6r8FGruFSPDz+/v46mcEa5f5pRo0ZpKS4AAACgKnlv6X76eEXljU76a+9pGv7mcpq7xV6lnHImVysJn313H+qQFK97DAuFBENzP/b6SIrc8PioQSEpauKiwpxHfIpdV3VJwg2prhAnVV1qVEqN+HA0S6WSBjX4tseHK7eef/55YWjmqquYmBjdfhiJAQAAVAZp2QX06vxd4v7NvRtrPhVvcuvH1oqsh77dpG1bZ6vkapYYI3w3MgXlKuKjNjc0VnWVHfGxm5vFuom52TiyQjery1WqK0gf8ckzifjEhNt/PmOFFwusEjcGrVYr4fPxxx+LoZ88ToIXFQ6vQfgAAACoDPIU8zCnaCpD+JjB09iZ9g2sfd6MJeLss0k0zLHSCR83Ij7qEUaPj/nICltVV6jrVJdzj0+ouM03i/hEhDj197BwKtGdrf/h09PZAQAAAIl6ceZIRc0qemuOnrOmuerGWaM6sYaID4uPujUiHKJTrqarG7E4qeoqc1aXnM5uKGd3VtUVoqW6rI/LNYn4SFHE1DKk8KpDqqvcHh9Oc+XmOvYyyMvLE/sAAACAyo74qPe9iTGNxRw9Z73mJdrSWXIwqBphGdE5iS5uW1fzx/CATzZIuxvxUbNhUtTEuYz4GMzNTqq6nM3qirKJG/k+ynQcPzTe5i1Sf2ZXk9+rvfDhBobZ2Xa3uoTFEO8DAAAAKoN8xeui9p/xJsZSbuZ4Rr64NRqYjZPLP7n9Atr27DAt4nLOlu6SAsgVFiV9JCNEWlWXyc9a6GButu9TGyobRVqIwePDAoqjPdKAzamx+nGR2vHGFJ4qqgJG+HA4Ts0fSjZv3ky1a9f21nkBAAAAOqQfpTIjPtn55hPWGdXAbIyEqBGVWraOzWfKIXzMWv1ofXxMHi+Fj/Tw6FNdQc4Hiwbr+/hIv5TWCTo0mBrERzr9OauB7nHf41OrVi0heHjhQaCq+CkpKRFRoAkTJlTWeQIAAAhw1ChPZUR8WKA4m7DOJCjRj+aJMTofjwo3M2TRczIzn9o1iHMoZzcTD8bBpvqIT6nTKjDpXS5vqisiNFicBz+NdSyGnPYeQvVdCJ/qEPFxW/jwnCz+YMaNGydSWvHx9j4GPAC0adOmToeHAgAAABWFuyhXZsQnM6/I5X411dW9SS2nA0u57J1HVhw4nUOD2zhGfGTUpayIj6weM/P4SDOyFCLOzM0Oqa5g604OXnC6i0UPR3y01FlosE74GCNG1cDi477w4WGhTLNmzcRw0tDQcheEAQAAAD4Z8Vm04xTlKAM7y0p13X9xS9p/OpuGdajvcFzzOtb+dgdOZ5t2bjYzCBsjPiw4ZMVWoUkfHyl85HPpGxgqqS5DA8JgZZ8UPrqIT1iwrqrLWTm8P1Nu9VKjRg3auXMndepkbdn9888/06effkrt27enZ599VkR/AAAAAG8jxysY75cXFg0c3ZGl2juOZ9IdX6xz+RguC49RfDE8wfzD23qaHts8MVbccsSHKTSkuqQHyFXEh1NUMtpiFvGROkmmuFR9olpRZNWXWbQpUmliKPsCyePvHtRCTIy/vFMD3ePNPL7V3tzMQ0r37Nkj7h84cEBMUI+OjqbZs2fTY489VhnnCAAAAOjEjhy14AlvL95L3V9cSCv2pon1jUfOlfkYLvF296KvRXzSrBEfmeriFJjTiI9hnVNUMk3F5mZjREh2T5bnpEZyVK1jjPiEKK9tH1RarAw9tW57fHhb+vnefiadmynwhA+Lnq5du4r7LHYGDhxIX3/9NX322WcYYAoAAKBq+vh4GPFZuS+N3lq8V0RMHpy1UWxLz3Xt7VGbCbpDkwSrwDmVWSDEmkx1NUmIFrdmEx/MUl3SmMy7jAZpY6orxGlVl+PICYkUNaKqS/H4uEI1UQdUOXuprdHRokWL6PLLLxf3k5OTKS3Nqp4BAACAyuzjo5a2l3XNeufPvbRg+0lx/6aPVmv7uPKKt8nOzK6ooTT1K4ta0WFaNOV4ep6W6pKiQu2SbDarSx6rihDjvC5jVZcqaHSpLmM5e4je4yNTcofO5LglfHo3T9A9NiA8Pj179qQXX3yRhg4dSsuWLaP33ntPG2VRr169yjhHAAAAgPIKS8sd8VmxL43++4fVnrH+P0Md9nO051Ca9aLvCtlF2R1YeCTXiqbdp7LoyLk8LeIjoy9mQz4tLjw+ZhPa3a/qcmFuDreez4tzdzo93sizV3agxrWj6aquSRQwER8ua9+wYQPdd9999NRTT1HLli3F9u+//5769u1bGecIAAAAeFTVJQ3GzPF0awdmlcz8IjqRUXbEJ64cER8muXaUuD1yNlfz+EhRUepmxIcFlDQbGw3O8imkkHHWx8coZEJMPD761w0p0+s08ZLW1LyO1cAdEBGfzp0709atWx22v/766xQS4r+hLwAAAL5NgQfm5uwCe4n6sfRcrUKLy7T5OTLziikt2z5J3Rnq/Cp3aFTL6uc5lp6n+XOk0dgocqzbzAUICxc2NzsIHwePj7m4Maa6QhRRZDbdvqyIT3XAaz9hZGQkhYWV74sBAAAAuEueB+XsOYrw2W+L/gxtV0+kopjUrHydOCrP8FJXcPdm5nRWgRbxiZSpLpOIj4O52SaS7L18DKku2/EyuqP6elT/sbGcPSSkjIiPoQqsOlLuiI8cXWGEt7H44dTX7bffTmPHjvXWOQIAAAA6sVNYXPbEc5nKkuxLtZaXN4iP0sZNqKkwV7hrppbUsTU75NcJMkRYzLo0G7fJfjv2VFeJ64iPk1QXX5s5iiMjRiGGBoblTXVVB8ot7aZMmULBwcE0YsQIMbqCF77P2+69914xx+vuu++mDz/8sHLOGAAAQEBSrKiDYlt1cVmkZtrnacnKpbpxEVp5OndfNtKjSS2HbaedzOUqa67XmexC7bw1j49pqku/TQoa2VfH0eNjmNXlxNxsTHcFK1f9KKVDs9mx1ZVyR3xWrFghqrqMA0nff/99+uOPP0QvH/YBvf3223TnnXd681wBAAAEMGqKyJ2J50bBcsxWtl47OlwzK5tFfMb2a0ojOjWg3s1r09erU+jrNSl054Dm5TrXRCXiI1NKMo1knurSr8uojYz4OEt1aQ0MnfTxUZ/DvYhPMFV3yv0TLliwQJSyGxkyZIjYx3BvH+7qDAAAAFRGxKfI3VSXMng0NcsqguKjw7TydNldmaeoq0JhXP9m1CEpnl4c1ZE2Pn0JdWvsGAVyN+LD5mQ1jWQW8TFusUd8nKW6bMdpnZvt+1QRZOzdE6qEfMyruiB8HKhduzb9+uuvDtt5G+9jcnJyxEwvAAAAwFuowz6lmCjPRHd1VpaM+MiKrnYNaujmcEk4olLTZLaWuxEfPs+NKenifqRW1UVlmptl1Eab12X4ORw6NyuRHOP0d1XsBCu6xhhFChTKnep6+umnhYdnyZIl1KtXL7Ft7dq1NG/ePJoxY4ZYX7hwoRhlAQAAAJyPVBenmDilZdbvhzsrG8vTOfrx6dgLaMuRDOrbwtqduCKYl4o7r+oyRoFk1EZ6boxCz1jVpUZ5jBVoqv8nRLnPnauNZLlR4ebvlDumxb4d7tgcExNDP/74o1h4SClvGz9+vDjm4Ycfpm+//bYyzhcAAECAUuym8PnnwBnq+eIieuaX7br5XhKO4Bhnb0WHh9LgNnXpwaGtvDaBfHz/Zk7TSMYmhkavtsxOSbFkjPjICJFZxKeG4WdTU10hivC5uXdjSogJp/sGWxsRM9n51V/4lDviw/Tr108sAAAAwPmJ+Dj3+Hz0l9Vj+uU/h3U9bSQc7YmL0l/+KmP21NNXtKc9p7LoL9sUeDUKxBGbYK3Q3dHjIyM4WqqrxNnICnk8OY34xCqpuxDlDUmuHU3r/jNUCL13luwT29zpaRSQwoeHlO7bt49SU1O1gaWSiy66yFvnBgAAAJhGfFz5UxrXtk5HZ4w+YhYBnD4yRnzk3Cpv0z4pThM+uoiP4cSMESApUGSqS+1arRM+NuUT7CLiw9PitxzNsD5vsF4JyujW0HZ1adHOVLr1wiZU3Sm38Pnnn3/opptuosOHDzuYsfgNLCkpX5MnAAAAwJsen7BQ56mqmtFhprO3zCqcvEETRYSpXZGNqS1jXyKtqivU9awuKZBUQaNGeJhmifZzCHKSxnv/1p7CF1UvLpKqO+UWPty/hye0z507lxo0aOC1XCgAAADgClUcqNEfV2MqjMjhmkZzc2WkuhieZG7WFdk4od1oeJbXVvmYQqcNDB09PsZJ8s0S7efgDH6eQBA9HgmfvXv3iknscio7AAAAUBWUKL6eIheprpwC55mHC2xdmasq1dUkIdq0K7Ix1WX0LMmeg1qqy9jA0CaUpN4JcpHq6tciUXdsoFNu4dO7d2/h74HwAQAAUJUUqR4fk1TXz5uOUUZekYNBl3vqsNA4m1NIl3SoJ7bFGqIilZXqahAfadpB2ejpMUZ8ZATHnuoqcRnxUd8Po7m5blwkLXlkEMVU0s9Y7YXP/fffL8rVT548SZ06dXKYyM7jKgAAAICq9PiwP+XBWZvE/eZ17J4WKWpm3tFbHNO2fpwmGGpEhGp9a8z67niD0JBgeuuGrmJKuxr9MQodY+pOmpb58WK/ISKkNTC0CaRcReyZiTjV5xPolFv4jB49WtyOGzdO28YhNjY6w9wMAACgKjo383WfL/4y4vHH9lPavqO2mVwS7pjMpdu8qLDBWQof7uNTWVzVtaF2n3UKB2uMFqUSo7nZJmhkF2ZVGPH1Vq5KgZSr9CuC99Y15f6kDx48WN6HAAAAABXGGCXhqE9IsDW6sWLfaW270QjszLispoQqK9VlhMvO2dhs9PgYIzpS0Ehhp6bG1IdKgcRl86CShE+TJuY1/tzPh8dWONsPAAAAVARjOoh9LTJFtf14ptPHOUtjqZVdlVXVZYSFSglZyk51uYj4qBVh8jgesvrdXX10niJgToXHsLLR+cknn6RGjRrR1VdfTd5m+vTp1LRpU4qMjBTG6jVr1rj1uFmzZolw36hRo7x+TgAAAHwg4mOL7GTmF9HhM7nlFj6q76WyqrqMyA7LJWWZm23HyYiPmgpTj1U7NvdqVtshnQe8JHzy8vLoiy++EF2a27RpQytXrqQpU6bQ0aNHyZvwvK9JkybRM888Qxs2bKAuXbrQsGHDRMdoVxw6dIgeeeQRGjBggFfPBwAAwPmBfS3GqIgsAd91IsvlY82GgjJt69eo8lSXTE0ZO0o7NDA0NCZUf3Y1TWbsxAy8LHx4Cvtdd91F9evXpzfffJOuuuoqEVV59913RWPDevWsZYLeYtq0aWIo6tixY6l9+/Zi+jsPRP3kk0+cPoY7R99888303HPPUfPmzb16PgAAAM4PZuJFVnYdPpPj8rEH08z3d06uqd2PVJoLViYyNaWmq9i/Y/zxtKou6fFRjtdFfNCcp/KED5epX3vttZSQkCAiPByB4bL2ynKPFxYW0vr162no0KH2kw0OFuurVq1y+rjnn3+e6tatq02KL4uCggLKzMzULQAAAHwLNeIhgxxS+BwxVHHJ0RSfjr1AlKxPvKS16XN2S64pJqg/fElrTWhUNvJ1VPFi1oXaHvFxLGdXD4fwccR4TefrvEfCZ/fu3SK1NXjwYBF9qWzS0tJE9MYYReJ17iFkxooVK+jjjz+mDz/80O3XmTp1KsXHx2tLcnJyhc8dAACAd1GFgiw9l6muo2et/h61QV+jWlE0uE1d2vzMpfSvHo1Mn5P/cOcJ6vcPaVVlH5dMTamzLs2iWcaIj3qMWuGFVJcjfB1Xr+t8nfdI+Bw4cED4ee6++25hZGYPzcaNG32mX0BWVhbdeuutQvQkJlrbc7vD5MmTKSMjQ1uOHDlSqecJAACg/KhREWlWtkd8rMKnQ1K8dkyjmlaTb1VFctxFno6a6ioyTixVIjnBZVZ1VebZ+id8HVev63yd90j4NGzYkJ566ilRxfXll1+KqEu/fv2ouLiYPvvsM9qzZ49XT5zFS0hICJ06ZW9KxfA6e4yM7N+/X5iaR44cSaGhoWJhA/Yvv/wi7vN+MyIiIiguLk63AAAA8D4c5TCOXnAXNeLBDQnVMQ3HbKkutZdNfR8t69Y8PqqQMfTwUau6zDw+MuLDu3wl+OBLGK/pfJ2vcFXXxRdfTF999RWdOHGC3nnnHfrzzz+pbdu2Xh1XER4eTj169KDFixfregXxep8+fRyO59ffunUrbdq0SVuuvPJKkZrj+0hhAQDA+eXJn7ZSjxcW0bF0R09OWciqJ77Yy8Gdspxddl++rKP9j+IWda1T2H0Ne0NCcunxCTZWdZl4fJDm8owK9ejm3Nk999wjFhYXrqqtPIFL2ceMGUM9e/akXr16iUqynJwcUeXF3HbbbSISxfk77vPTsWNH3eNr1rQ69o3bAQAAVD3frLFaCb5de4QmOTEcO0NGSEKDg7Vhn9Ljk19kjSI1Toimn+/tR79uPk6juiaRLyIFjbMqLUmIC4+PTHUh2uMZXhtO0rVrV3r77bfJm1x//fV0+vRp0SOIU2v8GvPnz9cMzykpKaLSCwAAgG/Dk9ElcuK4kePpeeKCXy/OMU0lIx68P0wTPqVifpcUQFyS3iW5plh8Fa2BocVCr83fRW3q16DujWu54fFR5pQZBpSCShA+w4cPp2effZYuvPDCMg3G3NMnNjaW7r33XvIG9913n1jMWLp0qcvHsvcIAADA+WdfarZ2nzstG8kuKKa+r/xJYSFBtPP54dpUcmM6iCMgMtXFfqF8ZS5XVXVfrghSrKzYm0bvLrV6T5c+Mqjsqi6LyWR2OJsrT/hw/x6eys6pLTYPc+opKSlJpJfOnTtHO3bsEKXkPKtrxIgR9Prrr3t2NgAAAKol+0/bhU9qpr6vCrPnlLX7Mkdv9p/OEZEQFTmyISQkiGIjrJeurPxiylOmkjuLJPkSUtCcyMh32rXZrHOzbmSFLdUF3VOJwoebAd5yyy00e/ZsMUbigw8+ECViMsfIfX14lAR3dm7Xrp2HpwIAACAQUl2pWfaLvuTAaXt35W3HMhyEjz3iE6wNF83IK9L8PTxk1B88LzKFxSk6SU5BiYuqLscGhrIHkK+V6lc7jw+Xg7H44YVh4cMzu7iTc1iYfcItAAAAYEQKFOaUIeLD+yb/uEVb33Y8g7o2rkn7U7Pp0g71dRd+Tv3ERVkvXZkc8bE9ryxx93VkJEdN0Z3LtYtCR48POZqbbQ+Fx6eKzc2yIyIAAABQFmpK6lSmPuKzYPtJzaDMbDh8jj79+5C4P/OO3tSvZaLO1yIjPpmGiI8/IKM06YrYWbwz1anwkREftWmhfC8Q8fEM/5DIAAAA/Jp8pXGh6s3ZejRDLCrbjttnJv61N02f6goJorhIu/CRzxPpB8ZmRman0nPtBu8v/znscJz09tg9Po7T2RHxOc/l7AAAAIAz8gr1Bl72+aRlF9Do9+xDpx8c0op+2niMUmyzt5hzNm+Q9MSwEIiTEZ/8Inuqq4qmq1cUKWRUz5MZxqoufQNDVHVVBER8AAAAVKnHR/p8Fu7Qp3gaxEdSw5pRum1nbSkhewPDIIO5udRvStnVFFZZwsexqssx1eUHXm6fpFxDSgEAAADvCJ98qhGpTzrwfC1pXJZIgSBTXSHBwUqqq9jvPD5SyMhIlfPj9MerYy0Q8aki4cNzuHj0w5NPPkmrV6+u4MsCAAAIJIwX+tSsAjqdpa/uahAfpYkaY6pLRjm4waGM+Ow+lUUbU87pJrb7Ou5WoNvNzWYjLqy38PhUsvBJS0sTM7FSU1PpqquuogYNGtCdd95Jv/76K+XnO/ZkAAAAACTaPK3a0VrERxU+0eEh1KhWFNUwCp9cY8QniBJiw7X9n6867Ffl7FLQuHucfUip0sAQVV0Vwu1vCndp5q7NH330kZjK/sMPP4gePo8//jglJibSqFGjxJBSnq0FAADg/HLkbC499dNWOpiWQ/O2nqCP/jqgNb47H+TZvDhNEuzCRzYyZFPz9xP6UkxEqEOqS17kZedijoAk1Yyif1/UXHecv6S6uCrNHVxVdWkNDOHx8QiPJDJ3x+zbty+98sorYlzFxo0bacCAAWI2VqNGjWj69OmenQ0AAACvcNeX62nm6hQa99laumfmBnpx7k7TfjGVRW5hsW69wBbxaZoQI25PZtgjPtynp31SnLhvTHXJ670a8WGevLwddWxofYw/mpslrerGmh9nED6qx8c+sgLKxxO8Ehts1aoVPfzww7R8+XI6fvw4XXrppd54WgAAAB6y44S1Fw5HfCRzt56okvfz85WHqMMzC2jhjlMOHp+miTFKxMcqfOrUiNCOMxqeC20pHp7EzsjJ7EyT2tbn8iePj/TsSF77V2fT40IMDQz1Hh+Us1cErydFOf3FQggAAIBvsUNpDFiZPPPLduLr9KRvNzkKH1uq69CZXMq1NR+sqwgf2aNHUlhcSqWlFq1sPULp18OeIEmyzTvk63BVmoqzSJU8DFVd3sc/3GAAAFBN2X0yiy5+Yyn9svm4V57vWHoePThro+k+bhhYlRQpE8WlubmJLdWlmprZ2yMxprqYguJS7fGqiVkVPh1sqTJfRwlYOUSwXJmbWUiyAGTk24pUl2dA+AAAQBXAE8d/2njUYftD324Sk8kf+MZcrJSXF3/bQT9vMhdR3AxQrQ4ycvRcLn24/ABlF+j9OeVBfX55YWYzrozY1IwOE4tEjfYwRnMzs/NkpvZ4NaUVFW4/tq1hmruvIlNXkjDDujNzs+rzsXt8KvFEqzEYWQEAAFXAFf+3QtzWj4uiPi0StO3H0/Pcejx7YrYfz6DBbeqKAhNncArJGXy95IaAdeMiTfdf//4/ImK0LzWbXnXiPXHFX3tP060fr9HW2ZfDUQrp05HChaM+6bnpDv4eZxGfa95dSdf3TLY93i4UBrauI6q5uiTHU7QignwZVci4qvIy9vFRfT4y8mN8LuAeiPgAAEAlo5aRS9OxJMfN6Mplb/1F4z5bV6ZBuV6cXkgYkYZiM1j0MH/sOEme8MFyfYd/nrjOr6dOZo8MDab2DexpKXeED7PyQJrDTC5+7D+Th9CX43uTv2AUK85SXe5FfCB8PKHcErlWrVqmf23wNu7107JlS7r99ttp7NixHp0QAABUN3KUC78RtUzZFXJ0w587U+mKzkniPvfBWbDtJF3dvRHF2nwy0jDsjNNu+HzKGqfgDLXySHLTR/9QYoxV3ISHBFNoSLDOj1O3hj76FGuo6pLkFEiPj94MHK+kzfxT+AS5NauLKbENKkVVVxVHfKZMmULBwcE0YsQIeu6558TC93nbvffeS61bt6a7776bPvzwwwqeGgAAVA/SlCiLuxEeZ8j+LszNH66mp3/eTq/8vtPhta7o3EAIDUm3xjXF7dhP11JBsWthI/005YV78zCf3n4BNa9jNTGzf2nNobPifoQtTdWzaS3tMa3q6fvYOEvfZOUX+VWHZnfL2VkImiHjC+pYimKbq1nqS0R8qijis2LFCnrxxRdpwoQJuu3vv/8+/fHHH6KjM8/1evvtt8VICwAACHTUKIs6pkH2pjG7yHPURUZDuKTb7MK5NzVb3C7ZddrhtR4a2pqGtqsnzNPc6G9U14a0McXqq/l6dQqN7dfM6+m84+n5Wq8eOU/LrLty2/px9O2/LxSpsL6K38kVfKw/9etxR7i6jPjYjuPj+S4HBmWKS0bWjM8F3KPc0nnBggU0dOhQh+1DhgwR+5jLL78c09wBAMAk4qOWlKfnWqMYEilwbvtkDfV/ZYkWQZFpLmfppNox1tlVe09lUVa+NaJUJzaCRnVrSN/ceSHNuKUHjenblB4f3lbs4xEW3oZ/FpkiaxAfaSp8VNHSu3kC9W+VWO6Ld4SfCx9jxKesqi7rY4J1KS6ZHYXuqSLhU7t2bTGY1Ahv431MTk4O1ajhH6WFAABQ2aQ5ifgYy8Z5nY3AHJnhSqgF2086FUuqYbqWTfg8NWeb1htHloVzBVmjWtbmfoPa1NF6B3l7btfxDKsxOjE2XAicmi4iPhWBzdH+jCpo+K4z4aemsaQ2Ki4xRHxgbq6aVNfTTz8tPDxLliyhXr16iW1r166lefPm0YwZM8T6woULaeDAgZ6dEQAAVDPOKBEbVcRk26Iz6roc3MkcOJ3t8Pg/dpyiExl5ug7GLDK4xHn7sQyxPuWK9qZFKOy74QtvZn4xnczMpwbx9gaARvj5yhONScu2nmNibIRpB2Ym0gvztPw91aV6dpxVdJlHfEq1iI8UrUh0eUa5pTP7dpYtW0YxMTH0448/iiU6OlpsGz9+vDiG53Z9++23Hp4SAABUL9RKKykQmKwCfaorM7+IDimztTbYPDlqqox57Pstuv4/7P04eCZHVI+x+fdfPRqZngeLpea2WVm7Tma5vNjyuZSHMzZBJ4VPUCVFa/xe+IS4KXwUgaRNaLcJHhmsc9XPCXgp4lNUVER33XWXiPp888035XkoAAAELHLcgprO4hlNDhGfgmI6mGZvQLj1WAZ9t/aIgwj5a28a3d43Xzf5fLttDle7BnFOK4WYJgnRwhQt/UMSjibIiIL0FdWMtqbQ3OGMFvGxPqbQlpZR8cYEdW+ky3zF4+PM2MyomkY+Bh4f71Au+R0WFiaqtgAAAHgmfNR0l9Hjk55bqIv4MI/9sEUTNSrHFeHCpuJTtvXGZQzrlCmojLwil+d4LtcemXIH+TMl2CI+ZhVravNBV3RNtpbem+Hv5exqJMeVQFWjb9qgUnh8vEK5v0GjRo2iOXPmeOfVAQAgAMgz9MU57UT4HD2XJ1JWZqMgmMs61te2/XPgjK7vjhQqtcqI0tSMCjetKDM2LZQRHHeRKbwEW8Tn8k72cy1vxIer0Mb2a1o9U11KFVeYTdB8Ob6XaDnwzk3dlONMUl0Gj4+TgjDgbXNzq1at6Pnnn6e///6bevToIbw+Kg888EB5nxIAAKo1xmiKrOwyEz4y4sP9bVbuP6MTFdyE8ERGPm06kk5bj1qNzAynzs7ZhIw6ANQMuT8jTy9s1LESriI+uYXFouqMuy+rqbAzOTaPj61LM88Umz2hD704dydtPpJermhN/fhIemZkB/Ezrjt8rlpFfNTZXGE2z9OAVnXEoqYfg114fGRGEh6fKhI+H3/8MdWsWZPWr18vFhX+ECB8AADAzVSXzeMTHhosevjsOZWlzdJ684auNP3PffT5qsO6OVbSPJxyNlf3/JwmcyfiE+8k1WWM+JzN0e/n1BVfjN9avJfeX3ZAnPMr13SiY+fy6LJODbQIkYz48PXggqa1qX5cBG32MFoz49YeNPOfFPrfoj3aNrWazR9RBY2xp0+EYv5W2w3YPT6lunJ2WJurSPgcPHjQw5cCAIDApMCW6uJoC6eYUjP1EZ929WvQ5qMZWoSnVnSY6NrMgkIVPixa6tRwFDYsfGSExt2Ij9oPaMayA9pICAlHaXgfC5hpC/fQu0v2CbEjK9RYqE36zippFu1K1YSU8fVVoVJeYzKLvPsubqkTPtyjqPqYm4OdpwIVVePo8bFuRx8fz/A4ZlhYWEi7d++m4uKKzZ0BAIDqTr5tNlbLOta5VEfO5eoiPlyJpVLf1l+HOyAbjcky4mOM1kghU96ID6fNXp2/i95dul933PztJ+mWj1eL1NY3a1LEMFW1LJ/FmSqS5AyyGNuwVLPUlCf+HOPsrrJ+Pl8nxIXw4ffn0WFt6P6LW+qGtzr1+CDkUzXCJzc3V/Tr4d49HTp0oJSUFLH9/vvvp1deecWzswAAgABIdbWqZ+1on3LGKnyybGKhfVKcrrRZloTXizMIn0iO+DgKH/b3yL487gofKZTUlJmRv/edofZTFui6TUu+v7uvdr9RrSgtehUTbhQ+nkd8zPD3+VS6xoQm5ez3Dm5JD1/axvCYYNM+Poj4VJHwmTx5Mm3evJmWLl1KkZH2f5Q8vwtNCwEAwBHpn2ljm0TOht0f1h+lnSesZerJtaOphS0aJOdsSdEg53BJ0aJGfLgnj5GyU13huogPm6VVmiXGUKu6+onpRjjdxI0QF026SKyfyymkAtucsVhDxEf1rfi7MdnrER83y7JkeoyjbjqPDxoYekS5v4Vcyv7OO+9Q//79dW86R3/279eHSgEAAFjLzZnW9e0zDB+evVlUcXGkp3ez2tTaFg1iEpWoTkyEPUrC87dUIcFVU0akubisiA9HaNiwfELpAM2w6Fk4aSDddVFzp8+RVDNK/P6vbavg4o7R9vN1HvHx91J0rwufUPeiV1qqy8HjUxlnWP0pt/A5ffo01a1b12E7DyaF+gQAAOepLmPqiumWXIuiw0OpbQNF+CjipUODeHGbEBMuUl0XNk8QURkeS1HbkNaaMLCFeC5XxEXa92fmFekaIYr9NmF0bc9kUbKuIv/W5UnvckaYevENDwkWBmgVVeyYze8KpK7Nzqauu/sYY8QHqa4qEj49e/akuXPnautS7Hz00UfUp4/jXx8VZfr06dS0aVORVuvduzetWbPG6bEffvghDRgwgGrVqiUWTr+5Oh4AALzJwh2n6Mt/7FVYxqouvnDPubefbl+nRlZh06tpbW1bgi2Swjx+WVt68vK2tGjSQOFv4YjKnw8PpP9e20V0/lW9Qdd0b1jmOfJjatjET3pekRh4qiL3tawbS3MfGKDb99X43vTS1R3p5l6NxTqfj+opilVElURWIjGdbT+rpzSo6Sgcq1NVV1nCRwoebUgpIj5VU87+8ssv02WXXUY7duwQFV1vvfWWuL9y5UoxqNSbsGdo0qRJYuo7i54333yThg0bJqrJzKJO7Du68cYbqW/fvkIovfrqq3TppZfS9u3bqWHDsn8hAACAp/DF6M4v1on73RvXpA5J8bQvNVsIk0Lb+AaOfvA4Bk43SY9NW1v6q3OjmqZRAY7u/PuiFrrXUqPr7AeSURuOCrkDv35WfjHtPplFO0/oh5VyVEnlroHNRd+eUV2TqF/LRLGo1IoJ16bHq2k5yd5U+/O7mgbvindv7k7/XbCb/u9Ge2fj6lHVFeSRxwdDSqs44sPenk2bNgnR06lTJ/rjjz+ECFm1apXo5OxNpk2bJqbBjx07ltq3by8EEFeTffLJJ6bHz5w5k+655x7q2rUrtW3bVkShSktLafHixV49LwAAMKI2BNx/Okc0KRw6bRkNfH2pg7lXNSzLUnZOEd0zqAW1bxBHF7dz/MPOGWr6yN2hotIA/eWqw6JEWu2NIyM+kkmXtKZPbu9JL13dyfS51J8lxiTNdlNva3RoROcG5CmXd2pAfz4ySIhJf0df1VW+iI+9gaF1Ozw+VRTxYVq0aCHSSpUJ9wniztBcRSYJDg4W6SsWWe6W3vNE+dq17SFkIwUFBWKRZGY6DgMEAICykB2XmRd/2yHGLjgb0qlGRlrZKr2Yx4a3FUt5UKuojD1vyprXtfOk9ffdoDZ1aN7Wk6Y+HG5AeHHbek6fS40QGSu6mL4tEmnF44NN/U2BiC7V5ebnhSGl5cN4HY+IiBCLxC25WV4xkJWlD516QlpaGpWUlFC9evp/cLx+8qT1H2hZPP7445SUlCTEkjOmTp1K8fHx2pKcnFzhcwcABB6nMvN1ImiLMktLGn9lD5r7BrcUkZ3vJ/Sp8AgGY4TGHYy9fJJrRbsUL67gSjNnFV2SRrWi3fazVHdUQ3Kkm12oQ514fBDxMYev4+p1na/zKm59w9kofOLECVNfjRnsp+F0WPPmzsshKxtupjhr1iyHfkNGOKLEPiJV5EH8AADKixxD4YwIpYfN8I4NxOINRvdoREt2nxZ9ddwl3tDrhxsQSspbKVRWxAfoUZsWRrtZpeZY1WXdjkpqc44cOUJxcfaKRDXaw7j1LWV1yX6Z2FjXTa0knF6qKImJiRQSEkKnTp3Sbef1+vXru3zsf//7XyF8Fi1aRJ07d3Z5rDEEBgAA7rAh5ZzwxrStb/0Fu/GIfoq4kZgyysw9ZUSnBlRjXJiIILlLjCHSUFdJQ5W3Ukgtj4fwKRvZhbk8c8dk2XuJQwPD8n1WgUJcXJxO+Bhx619i48aNy+XpYWESFlaxfg3h4eHCLM3G5FGjRolt0qh83333OX3ca6+9Ri+99BItWLBAlN4DAIC34RLwa95dKe7vefEyOpaeR1/9Yx3fc+uFTUTl1t/70ujXLcepyFbOHW1S8eQN+K/+ga3rlOsxRr8Np774IsyzuLo1tleXuYPqCaobhz8iyyJEUStRbophmSLFkFLv4Na7fujQITofcApqzJgxQsD06tVLlLNzo0Su8mJuu+02kVaT+TsuX58yZQp9/fXXoveP9AJxpMrdaBUAAJTF+sP26A6PneBBn5IbenHjv3iRguK/zOdsOi62x1RSxMcTrurakF6cu1NX5bVq8hAxaFQdjllej1FdkzliQI9qQHc/4mMYUkrw+FQE3/mXaML1118vOkWzmGERw2Xq8+fP1wzPPCCVK70k7733nqgG+9e//qV7nmeeeYaeffbZKj9/AED1hKeRS9YeOktbj1mNzBOHttaVXHOPG4lZj5vzBQ86ffiS1vTGwj1alRdHfaTp2VOPj5oyA2V7fKLcFD5aOTuGlFZ/4cNwWstZaouNy74QmQIABA6/bD5OH/51UFt/c9Feyi20Tibv3kSfJlJHSsT4UMTHKMrKGmzqbqoLJetlo5rHPY34lNpuYW72DNQXAgCAC1jUnLb16DmTXUAPfLNRd0HiYZ98HUquHUW9mtV2Ki6ifaziSW08WJHhoWoJez14fMrVx8dd4ePc41PODwsIIHwAAMAFt368hi56bQltO5ZBm4/aU1zMZ2N7aT16Xr2ms0NPHn1XY99JdTEXt60rxmVc3a2h1y7kibHw+JTH4xMVFlrOiI/s3IwhpRXBt/4EAQAAH6KguEQzMj8yezNd2qG+buBm/1aJNOvfF4pp6i3r2qerS9QBns6a+50vOMrz+4MDKpwu4TJ6LqlvWCsKTQorydzs6PFBOXtF8PhfIo+DYHMxm4lVyuqbAwAA/kBhcSntUgZ4csn62oNnxf0OSXE04xbrbMILmyc4fQ5fjvh4yyPCaZjpN3f3yvkEAmqEzF3Du8OQUtt2eHyqSPhwlRWXk//++++m+3nMBAAA+Dv3zFxPi3amaus8zXzVgTPi/js3daekmmVPGq8VE1bu8QQggFJd5ezjU6J5fFDOXqUen4ceeojS09Np9erVFBUVJcrLP//8c2rVqhX98ssvFToZAACoCvalZtP8bSe0lMHU33fSxG83UX6R9Q+37cczdKJHpVlijFjcQU11yYsWCGzUb4G7IyuMER+7uRnu5iqJ+Pz555/0888/i6aC3EOnSZMmdMkll4j20NxIcMSIER6dCAAAVBX3fb2Bdp3Momu6NaRHh7eh95cd0EYuvDCqI/1v4V6njx3cxr2ZhYw6mLOg2GpMBYENp1DL38fH+j3CkNLzJHy4c7IcVsrDSzn11bp1a+rUqRNt2LDBS6cFAACVQ15hiRA9zI8bj1F6nn224Ldrj1DPprVo0U79jMArOjeg37acEPcHty3feAjVKA2A2jogIjTYs4iPTTvB41NFwqdNmza0e/duMRKiS5cu9P7774v7M2bMoAYNvDNtGAAAKov9p7N163/usqe0CktK6cFZm8T9G3sl0/H0fGFkfmBIK9E8jnv29G7m3MxsRpdG8bT5aIYYEwEAp0m5a3ZCbITbwiXEiccHma4qEj4PPvggnThxQhsFMXz4cJo5c6YYKvrZZ595eBoAAFA17DmVpZVhp5zNFWKG6d2sNq22VW3xhWbSJW3EaAfJe7YqrvLy7V19KC27gBrVivbK+QP/5/4hrcp1fIiTqi54fKpI+Nxyyy3afZ6efvjwYdq1a5eY4J6YmOjhaQAAQOVw5Gwu3frxanHx4IaDu23Cp0eTWkLYLNtzWqzfM7glrT64Rtwf0rauTvRUNLUB0QMqgkx1yUgPqrqquKrr+eefFz18JNHR0dS9e3eKiYkR+wAAwJdYvPMUHTqTS/tP5wifzt5T1lRX63qxYsyE5KJWifTgkFZ0y4WNaeo1nc7jGQNQRsQHVV1VK3yee+45ys7W58gZFkO8DwAAKgOOzPR6aREt2qE3HhvhEvX5207SmoNn6Xh6Hh05l6ebqi5TXa3r1aB7B7ekBvGRdOeAZsJvMfGS1vTiqE7CfwGAr+BsZAXMzVWU6uJfKmZv9ubNm6l2bf2APgAA8BaPfb+ZUrMK6I4v1tGhV5y3zfhs5SF67tcd4n5UWAi1bWAfJbF41ykqshlEWfjwENFVk4fgQwI+DYaUnifhw6XrLHh44fJ1Vfxwt2aOAk2YMMHLpwcAAO7/Aca88+c+7X5eUQltTLEPFpWip0lCtG5yOgD+6fFBA8NKFT5vvvmm+GUzbtw4kdKKj4/X9nFFF5e09+nTx6OTAACAsmgQH0WnMgvEfa7GapJg7Z6ckVdENSJCxV/FmflFdCZHPz9Qwr6d1xfspnO5hfTU5e3whgO/QTYwtHt8UM5eJcJnzJgx4rZZs2bUt29fCguzz6ABAIDK6nKbmpUvqqJY1Ei4vw4Ln40p5+jqd1fSuH7NaMrI9nTgdI7YXys6jO4e1IJenrdLe8zV3RqKRoRp2YVuj5wAwLc8PnpzMzw+VeTxGThwoHY/Pz/fYTo7j64AIFAoLbXQwp2nqHtja2k08C6Tf9xKP2w4KsZInMm2/645k2ON/Hy37oi4/eTvg7Q3NYsa17b2ymlbP47uHNCcft18grYey6Cx/ZqKsnJeakTijzbg7x4fDCmtUuHD1VuPPfYYfffdd3TmjHVSsQqms4NAYubqw/T0z9upbf0aNP+hi8736VQ7WPQwT8/ZpttuF0F2j8Nfe9O0+y3rxoq/hmfc2oPmbTlBt1zYpIrOGIBKjPhoHh/rdnh8qqic/dFHHxWDSt977z2KiIigjz76SHh+kpKS6IsvvvDwNADwT2auThG3cvYTqJz+JUbOZFsjPsfS7aXqKpzSYhrWjKI7L2ru9jBIAHwRbWSFwePj5J8H8Lbw+fXXX+ndd9+l0aNHU2hoKA0YMID+85//0MsvvyxGVwAQSLBRFjhn2sI9dPW7f1O6B+9TflGJ9oveyNt/7qPL3vqL1h+yjpi4skuStm9g6zrUqxlaa4Dqg8OQUnh8qjbVdfbsWWrevLnm5+F1pn///nT33XdX7GwA8DPOOqkgAlbeXrxX3L46fxdNvaZzud4Wnm/lip0nMrX7D1/aWqSzOjeK102/BqA6eXwcGhie17MKoIgPi56DBw+K+23bthVeHxkJqlmzpvfPEAAfhaMRsi+MrEAC5vyw4Vi5359TmfkO2+IiHf9WCw8JpqSaUSLKA9EDqndVl3UdIyuqWPiMHTtWdGlmnnjiCZo+fTpFRkbSxIkThf8HBO4gyOW2YY+BgjF940k6pzpTLH9L20ThF6sOuf3Yj/46QKPfW+WwfWj7eg7boiNCKCyk3L/KAPBDj48+4mNr7wMqO9XFAkcydOhQMZl9/fr11LJlS+rcuXyhbFB9GDptGRUUl9L3E/pQz6a1qzTVlJVfRDtPZIm/+GvbuvGmnMmlTUfTaWTnBpXW68KY5jqbW0h14yIr5bX8keyCYt06Dwi9Y4A1TV4W/1u4x3T78A716fqeydSsTgy98vsu+nHDMXoSzQhBNSfUoYGhdTuquqpI+Bhp0qSJWIBvTqXefzpb9DNRL/4sFD786yBd17ORaAznCV/+c1j8VT7tui7UuVFNIXqYFfvSqkT45BYW09FzeTRq+t+UW1iimVo/H9dL3L/l49Wiu29uQTF1bBhPibERVD8+UquI4AsrRwnuH9LK43MwdgiG30dPZp5e+Gw6kk6nswrc6nfEQ0JzzuaK+x2S4mj78UxtvlZTW/PBF67qSDdc0JguaFrL488QAH9ABjSl2R9DSqtQ+JSWltJnn31GP/74Ix06dEhcTLmT87/+9S+69dZb0UXSh+CL+/jP12kXi0Ft6upmGb2//AC9t3Qf7X3pcm07d8jlqdZdGtWk3aeyRKdbYwqBG/ZxZGPaH9z6v0ikIxZNsvevybOJkMqES5mHTFtG6bn2Tr7MtmMZWlqFRQ/z7K/bhQ+nflwkLXlkEIWHBtPf+86IqiDm+l7J9Mum47Qh5Ry9cW1XUfb89eoU+n3bCbH/5as7UbKtKZ4Ro9D5Z/8Z2p+aTf1aJopfTC3r2odjBiKy03K9uAgKCQqi4xn5ovycPwP26hgjcbPWpNChM7n0+PA2YsYW89v9/emF36wDRxnZoJCJiQhF9RYICGRkxyh8UM5eycKHL6RXXnklzZs3j7p06UKdOnUS23bu3Em33367EENz5szx8DSAZO2hs6L3CJs1K4KcacTsPpmlEz6y5wwLAhYR/G+JX/fzlYdo9UFrlR6z5Wg63Te4lRYp4fLiWz5aTesOn9O91pqD9vUDadaRAUUlpfTThmPiwiT/QldZf/icuIi52+34z12nqLDYQsM71qf52086iB5ZWs6+Ev55JflF1kgUX3B/2XycujeuSZO+26Ttf2nuTvp503Fx/7KOp8TzP/PLNs20zEKQ+8Aw6w6dpUnfbaYXR3Wki1rX0XrJSKSYkjn5uQ/0Fx2EAwn+nfDo91uoRmQoXWLz43Cn5MiwYCF8OELH3HJhY3r6ivYUEWqtwFq6O5We+HGruD+0XV06ZxOVCbHhdCIj36G6BYBA9PjwH57iFqmuqhE+HOlZvnw5LV68mAYPHqzbxw0NR40aJRoY3nbbbRU7owCGhca1M1YRi/uDU0d49Bx84f9zV6qWC2Y4eqMSq1TGLN6VKrwSZmmar/5JEQvz5fheIsJjFD3iOXae0u4fOJ1NX646JLoZyw66Cx66SNeIbuvRDBr93koRhVk46SJx8ePU1Ytzd4ptjwxro/0sm4+mU1xkGI37zBq92vj0JfTrZqtQYVgkyiZ2/CPzHCYeUeAsPffIbKsxXyJFD/PkT1vpr72ndZVaL83bKaIPDwxpRbd/ulb4Vm77ZA2N7t5Iq7Qwg/8ym7vlRMAJH/Zafb/e2m25Y5J1kDFHd2INYyL4e7X6wFnR7Zq/G3/ssH+HVu4/o31/2bPFIolnbrEgAiCgIz4Ww5DS83pWASB8vvnmG3ryyScdRA9z8cUXiwovbmAI4eM5/AtfNa6Vxd5TWfT5qkN0bY9k6pJsbSXAf23/tPGY7qK8/VgmLdtzmr5YeUiIitNKNOi7tUfc8qZM/HYTXdbR2g3XCIsnyf7TOZroYfalZou/5tkHxAJr3+lsOnbOKlROZubTxW8sE74Pldv7NRV/8XNX5M9WckrVvq/HiwuFwOGL5bJHBwmPEv8V1O/VP0Vk4KmftjqYaiWbj6S7/Bmz8ovpu3XWi7axCd9lHevrnleOUmA4dSNLtaPDQ+ihoa3EhXrhjlMiosUeI57lpcK/uPjna14nhvq2SKTqwq6T9t46245naBGfBJvpXGVvarb4Dry1aI/ufZfVgbERoUIUj+3XjNo1iHN4DwEIvKou6zqGlFaR8NmyZQu99tprTvdfdtll9Pbbb1fwdAIbVfBwqqisEt3nf9sh5hPxX8/bnhtGaVkFQvQwasTn8NkccXHZkJIuREqjWvY0mjGC8+nYCygsOJgy8oro3q83aNs5ksIRE2dwL5VCpXxZ5eMVB6leXKR2bipG0cP0fHGR0/dF/ljXX5CsGbM5/SFHEqgijOdncVqPu/ryBXaNksZ77+budPdM6893VdckEUVSmwSz2FJfV41IGOncMF57H3lUAgtRFnn82lNsIvDHe/rqLtwLtp+i/9jmTx16xb3o3oxl++ng6RxqnBAtzu+eQS11+3MKiikiNJhCz2NptxptY8HNxEWFadV2Rg6fyXEQm/K9lI/hfwcDWtWpxLMGwE9SXdqsLnh8KoLbvyG5Q3O9eo49NCS879w5xzQIMIf/4l+045SuO63s0cBwxGPJrlT6favVZPvB8v10+Vt/0R5b2oqjDzJCxBxKy6GX5+00fS32ubDokXA1lBH2rDx1eTsa1LoO9W+VSCM6N6ADL18uLsrv3tzd4Xi+8MYo84+Gtq+rM9pNHNqa7r/YemHm8zQTPSrsCRnazvn3y8izIzvo1uvVcCwjf/bKDvTFuF70+rWdqU/zBG37Axe3pMs6NaCZd/SmR4e1oVdHd6bZE/pSL6UaTT3emM4zMkQ57wua1qZaMeHUs4m+su2P7dbHsy+IP3uOBkl+WH9UeKxU+BiOUMlIEqfOWEx9u+4Ivb5gN702fzedVLwvnO67cOpinVitLOZvO0GPfb9ZeL44NTji7b+0aNquE1kOIog/29qx5sJnj4sZZ87EEgCBhqO5Wb8dVJLw4anrPJvLGSEhIVRcbJ5iAER3fblOeENkGP/dpfvpji/WaVOnOV2jlkcfOZdLYz9bK6IS3MGWUyc7TmTS9e9bm7qt2Jumm2PEFz4uF/YUFj1s4lUrbaSR9PJODeiDW3vQTb0b06RLWtOKxwfT4kkDacLAFtqxLFrUiMmDQ1s5GLST4iOpY0NzzwtHhPq00IsNZ/RtkSDSSyr8ehe3rSvSIxKuZmNBx+mSITZ/SIP4SLrZNqmbq6/uHdxSdPvt0aQW9W1pf/1hHerrnl8Kxzb1atDbN3bT7VO9J3JG1BVd9GlBbivw97406vHiIuElWqQIqYdnbxbeLvbG8OfIooeN2FdN/1uk7hijkZo5kJYtxAebtfu98qdI1XEkiaOFlcmErzaIKM13647QnI3HRan5rLVHxL6j6dZqOkZWZtWODteluvjzY98O888BveBTqRWt9wUBEKgYzc3akFI0MKz8qi6u3uKJ7GYUFLieqxPI8IWIL0gMlzsvf2yw+Kud+X3bSXrm5200d+sJkU6SLNtt74KsmnnZYMxGYK5yUuFKplSTtJHqP3FGk4Roal0v1uUxl3aoLxYVFioRS4KF6BnZJUlUPKmwyJDc3rcp3TO4BaVlFdLU33fSY8Pa0scrDtAcm7mYo0McOeHKMlmK7owG8Y4Vbxc2TxDL9uMZNH3JPmEqViMG7DH6+d5+opKMIzJmxITb/zlc1omru+xeJQmLQE6dvfr7LiFSejapJQzc/PNzmkmWW3O6a+q8XdrFn03fsiz7mzVWkWBEGq/ZSP7WIuuMq9nrj9IVXZJERZmRA6dzaOnu06KJnwpH/1rVq5xSelVsc5ryTI71O7fh8Dmx70S645gJ/hxqx9h/b/D73zzR+n3jCj1nxEdB+ADAcDsI8e9PS3VZ35fKas5a3XFb+IwZM6bMY2Bsdv6lnT2hj/irni+Wy/bYfSjM56scvTN/7rYfM9vggeBqGBZMqo+F/R+yZwr30snMt0bfBrRM1Ple1MgEp0pYZPyreyOP/gFxo0L2Fkkv0n+v7UKPfr+Z3ry+q1ZxJWEfTd0akWL5cnxvse3NG7rRy9d0EpVAXGbO5zDn3n50MC1biIN/DpwRkSAufVeJi3L+te2QFE/v3tzDdJ80gDuDU3xM3RoR4jwXTrxImMK52kzSroFVUPx0b18hTlls8Xn/nyEKxJ6jPyZeJKIhE75aL97nNvX1YoRThTm2vkdc7i1L71ftP0MNakZqrQHGfLJG9zM0S4gWglF6hIxwFZ8qfNhgnlw7SisdrwjslVL/CpXG+D2pWeJ1VG+ZhEvS5fsm/WBc6s4Vc86mrzMQPgCQLrLj0MAQb1DlCp9PP/3Us1cAImXE3g+Oquw5lU0fLrcOeZU0TYgWjdtUttmMoWbl6FN+2SbSGl0axQsvDqfBZPdijj5wVCUz3/oYroiRwocvNtJbwl2O7xjQTESKWCx4imrA/lePRnR5p/oUbYucqKkuPi8z+FhOM+mjA7Wph80jw+bXq99dSdf2bETvLzsgtqnpLG/ClUPcMI/FFsPigUWNFD6cquPUGcPC6NqeyS6fjxsfsvirGR0m+g6pnynDIm/OpmNiqjh/ZiPfWSG2syBV+zCpNIiLpAua1dYiZWbsOJ5JV3ROEve5uzaf/7h+zWjKyPZuvxfc3ZuN2bWiw+mx4W204Z88CkTCoueMLUrJv4d/23LcQcTJz1TtEM6Cjt+bwW3q6lJ+RjEYHw2PDwBm5maMrKgYPp8h5CGoTZs2FYNQe/fuTWvW2P/6NWP27Nliajwfz00WueGir8DpFmbVAaspeUyfJjT9pu70x8SBoqy5LMJCrF/+I2fztLJvY5+Yf1/UQrT4V/0UHG1hs+7/ru9Ko7omiV45nLLhCACfk9pjp6JI0SM767K5+KvxvUVJsyc0SYihDU9fQpMva0ef3n6BEFbuznvyBC49V5sqcuqqWWKMSNtNu75ruad/s+gd06epw3YWRCysHh3WVqTuOjWKp3duskaNftx4TERPzOBmkpe2t6ccubu2EfaP3frxajqenqeJtk/+PijM0dw/yThM9URGHr02n6vQ7MLszUV7hSGdH8epQ0nKWWsUiknNtKe6GBZxTNfkmhSlvE8snpgbe1mF4l22hpD9FU+VRO2SjYgPAIZUl0PnZsR8qp3w+fbbb2nSpEn0zDPP0IYNG0TH6GHDhlFqqmPqhlm5ciXdeOONNH78eNq4caNoqsjLtm3mKYGqJtkwF4vNtRyxYR+OmTfCiLHqqX2DeOrfMlF4dJhnRrYXkZx/9WykCSW+8L51Qzf65t8XikgJp5f+eXKIuJhXBRwhkSmkijK4bV2RxqrKCyJ/NosmDaSVT1ws0lqecPegFkJsqnRu5BhlU8cxSNTKOYbTZSzMpl7Tibo1rkkPX9pal1KUcJsDWa4v4XQopw1lg0GGzdFD31hmNdt/vo5SM/PFNh7boXrMpJlS9V8dPpuri+xIQd68TqzuZ+FUF/P8VR1p8cMDRU8kpo9J/yJVdEL4AKAvNGHdw/8W7REfvEPVTvhMmzaN7rzzTho7diy1b9+eZsyYQdHR0fTJJ5+YHv/WW2/R8OHD6dFHH6V27drRCy+8QN27d6d33nmHfAH2bahwPxbJf65oJ25dRX562yqG5AWZj+V/EN/ceaG4EN5qq1bihngcaZn7wIBK+CkCD46IVcREyFGiyZe31X12Zmkno/DhFOjKJ4bQ13dYPVHMqK7WCM+NvRrTT/f0Eymkt2/sKqrNpLeqrIaNn/59SLRL4JYInPqUqSVuc3Dpm8uFMGJTNgsPNmxzGrbZ5Hl0MC2HUmzihlEjRCot68Tqoo5qP54WdWK195JFHLdKeHV0J7HOg2RldIiB8AFAH/GR4gdDSitG5ZglvEBhYSGtX7+eJk+erG0LDg6moUOH0qpV1pJuI7ydI0QqHCFyNUOMq9HUirTMTPNf5t4gyVCNpEaAeMo0t/iPiQihodOWaxdcvtBxl+D/Xd+FosLsH1ezhBjNX8NeGr4QqkgvCvANOjW0R3jW/2eoaeqvZnQ4PXdlB62ajEv046PDqG/LRHrrhq6iPF82alRhP9SCidZBse8t3e/gCXv4ktb0xsI9WhSQDfbdXlhoep7sRZKmaU6jsUj7YLnVW8WtFNTKQflXJxvqs/OLNQHFfq4WdWNFyo5xZarmlCvD0TSu9uLu4hIIHwAcZ9RxugsNDF1jvI5zNbpake6zwictLU30DjI2TeT1Xbt2mT7m5MmTpsfzdmdMnTqVnnvuOarqiA/3NWEPjIRFDlfsqD1Y+K/tl67uSA8MaWn1uqTYq5u4Sgf4D5xavHNAM9FV2ZXfaUzfpqKUng3KnLaUXGWL9JQFpzSlIVyKl/subim8QXXjIikxNpyufOdvh2qq10Z3psd+2KLbNunS1mL0CRvgubrNrF2CFDpBFEQr9qWJ9Vb1YoVvadp1XTSjeFnw95vpraQTXVXvARBIqD7MUjXVhVyXKcnJ+sITtss8++yz2nrA/2bhiJIaJWKlaHzTvIXa18bZVHKO4lzbo5Ho3zKgVaJIk8iLgnoRMfN1AN+F0ztPjXCvqkqU/bdxTzAYsVbFhdM13RuKPjsvjOooXlutQJt+Uzd64bed2nBX7kV03QXJtHzvafpti7VT+JC2dcVwWObzcb1EI0WeLSa5sHltrfkgm5m5QoujQ9yWQPZZuqa71WtWHlTvU51Y838jAARyqkuN+MDiY86RI0coLs6ebjf2H/RZ4ZOYmCi6QZ86pS935fX69fWN9CS8vTzHm4XAKhOueOK/jvkv8v+4uAi+fm0XYYg1dj5WLwTqhHUAjEy7Tu/3URnesYFYeIYad5S+b7B1tAj7hH4jq/AxfvdeHNVRpGO5+STv49J/u/CpJXo6fXK7fkyHJ3Ba7Nf7+oty+gQIHwAEqsWQmxjKeC0aGJrDokcVPkZ89uoZHh5OPXr0oMWLF4vKLKa0tFSs33fffaaP6dOnj9j/0EMPadsWLlwotvsKP9zdVzQY5NSDK7gyxog6piE8pOLN6EBgM75/M9262k+poTLIVv6C5ZL7r++8UKxzSvbI2VwhnLiy0Jvw6wAAzFNdllIMKa0oPit8GE5Bccfonj17Uq9evejNN9+knJwcUeUlO0U3bNhQ+HSYBx98kAYOHEhvvPEGjRgxgmbNmkXr1q2jDz74gHwFNmxWxLR5aft6tHTPadHQDwBv0k2ZHq+G1p2lZHkILACgilNdFgvJedbo41MNhc/1119Pp0+fpilTpgiDcteuXWn+/PmagTklJUVUekn69u1LX3/9Nf3nP/+hJ598klq1aiUqujp27EjVhfdu6UE5hcWa/wIAb8EVY8M71Kele1KFwRoA4JtVXdqQUjQw9Iggi3wHgWZujo+Pp4yMDJc5QgCqIwXFJVRQXAphDYCP0eLJeUL0rH5yCF31zt9ibh6P2OFu86B812+fjvgAAKoWNhd7Y5gpAMD76a4SsuirulDWVf06NwMAAABAP6FdpmmQ6vIMCB8AAADATwzO1gaG8PhUBAgfAAAAwE8MztZUl20bUl0eAeEDAAAA+EkvH474YEhpxYDwAQAAAPwk1cXjHEttIR9EfDwDwgcAAADwo1SXbEKDkRWeAeEDAAAA+JG5Waa6EPHxDAgfAAAAwE88PihnrzgQPgAAAIC/9PHRmZvP7zn5KxA+AAAAgL+kunTl7FA+ngDhAwAAAPiVuRkNDCsChA8AAADgL+XsItVl3QZzs2dA+AAAAAB+Ym5evDNVRH0EyHR5BIQPAAAA4ONIP8/HKw46bAPlA8IHAAAA8JOIjwqEj2dA+AAAAAB+Ym5WCQ1BxMcTIHwAAAAAH8dM44TJ5j6gXOBdAwAAAHwcs7SWWfoLlA2EDwAAAODjFMtKLoVQCB+PgPABAAAAfJyiklLdOmseM98PKBsIHwAAAMDHKSzWC5/QEFy+PQXvHAAAAOBnER+kuTwHwgcAAADwcYpK9B4fCB/PgfABAAAAfJwCpLq8BoQPAAAA4OMg1eU9IHwAAAAAHwfCx3tA+AAAAAB+VtUFPAfCBwAAAPDDBobAMyB8AAAAABAwQPgAAAAAIGCA8AEAAABAwADhAwAAAICAAcIHAAAAAAEDhA8AAADg47SsG3u+T6Ha4LPC5+zZs3TzzTdTXFwc1axZk8aPH0/Z2dkuj7///vupTZs2FBUVRY0bN6YHHniAMjIyqvS8AQAAAG/z+bhe9OCQVnhjq7PwYdGzfft2WrhwIf3222+0fPly+ve//+30+OPHj4vlv//9L23bto0+++wzmj9/vhBMAAAAgD/TsGYUTbyk9fk+jWpBkMVi8bmuSDt37qT27dvT2rVrqWfPnmIbi5jLL7+cjh49SklJSW49z+zZs+mWW26hnJwcCg0NdesxmZmZFB8fLyJFHG0CAAAAfIWmT8wVt0nxkbRy8pDzfTo+hbvXb5+M+KxatUqkt6ToYYYOHUrBwcG0evVqt59H/vCuRE9BQYF4s9QFAAAAAP6J8ZrO13mfFz4nT56kunXr6raxeKldu7bY5w5paWn0wgsvuEyPMVOnThUKUS7JyckVOncAAAAAnD/4Oq5e1/k6f96EzxNPPEFBQUEul127dlX4dVjhjRgxQqTLnn32WZfHTp48WUSG5HLkyJEKvz4AAAAAzg98HVev63ydV3HP+OIlHn74Ybr99ttdHtO8eXOqX78+paam6rYXFxeLyi3e54qsrCwaPnw41ahRg3766ScKCwtzeXxERIRYAAAAAOD/sMXFlcenSoVPnTp1xFIWffr0ofT0dFq/fj316NFDbPvzzz+ptLSUevfu7TLSM2zYMCFkfvnlF4qMjPTq+QMAAADAv/FJj0+7du1E1ObOO++kNWvW0N9//0333Xcf3XDDDVpF17Fjx6ht27ZivxQ9l156qajg+vjjj8U6+4F4KSkpOc8/EQAAAAB8gSqN+JSHmTNnCrEzZMgQUc01evRoevvtt7X9RUVFtHv3bsrNzRXrGzZs0Cq+WrZsqXuugwcPUtOmTav4JwAAAACAr+GzwocruL7++mun+1nIqC2IBg0apFsHAAAAAPCLVBcAAAAAQGUA4QMAAACAgAHCBwAAAPAzuO8d8AwIHwAAAAAEDBA+AAAAAAgYIHwAAAAAP6F+nLUx76A2ZTcDBn5Wzg4AAAAAPT/d25cW7ThFo3s0wlvjIRA+AAAAgJ/QID6Kbu2DhrwVAakuAAAAAAQMED4AAAAACBggfAAAAAAQMED4AAAAACBggPABAAAAQMAA4QMAAACAgAHCBwAAAAABA4QPAAAAAAIGCB8AAAAABAwQPgAAAAAIGCB8AAAAABAwQPgAAAAAIGCA8AEAAABAwIDp7AYsFou4zczMPB+fBwAAAAA8wN3rNoSPgaysLHGbnJzsyfsOAAAAgPNEZGQkhYeHuzwmyCJDHEBQWlpKx48fpxo1alBQUBDeFS9y7Ngxat++Pe3YsYMaNmyI9zbAwOcP8B0Axyr5OsCih8WPKxDxMRAcHEyNGjXCt7MSw5AsKuPi4vAeBxj4/AG+AyDTB64DMDcDAAAAIGCA8AEAAABAwADhA6oMDmsOHDgQaa4ABZ8/wHcAxPnAdQDmZgAAAAAEDIj4AAAAACBggPABAAAAQMAA4QMAAACAgAHCBwAAAAABA4QP8BqvvPKK6Hb90EMPadvy8/Pp3nvvpYSEBIqNjaXRo0fTqVOndI9LSUmhESNGUHR0NNWtW5ceffRRKi4uxifjR51Yb7nlFvEZR0VFUadOnWjdunXafm4OP2XKFGrQoIHYP3ToUNq7d6/uOc6ePUs333yzqPSoWbMmjR8/nrKzs8/DTwPKS0lJCT399NPUrFkz8fm2aNGCXnjhBW3uIYPvQPVi+fLlNHLkSEpKShK/8+fMmaPb763Pe8uWLTRgwADRiZnHSL322mve+QF4ZAUAFWXNmjWWpk2bWjp37mx58MEHte0TJkywJCcnWxYvXmxZt26d5cILL7T07dtX219cXGzp2LGjZejQoZaNGzda5s2bZ0lMTLRMnjwZH4ofcPbsWUuTJk0st99+u2X16tWWAwcOWBYsWGDZt2+fdswrr7xiiY+Pt8yZM8eyefNmy5VXXmlp1qyZJS8vTztm+PDhli5dulj++ecfy19//WVp2bKl5cYbbzxPPxUoDy+99JIlISHB8ttvv1kOHjxomT17tiU2Ntby1ltvacfgO1C9mDdvnuWpp56y/Pjjj6xuLT/99JNuvzc+74yMDEu9evUsN998s2Xbtm2Wb775xhIVFWV5//33K3z+ED6gwmRlZVlatWplWbhwoWXgwIGa8ElPT7eEhYWJX4SSnTt3in8oq1at0v4BBQcHW06ePKkd895771ni4uIsBQUF+HR8nMcff9zSv39/p/tLS0st9evXt7z++uvaNv5eREREiF9kzI4dO8R3Yu3atdoxv//+uyUoKMhy7NixSv4JQEUZMWKEZdy4cbpt11xzjbhgMfgOVG/IIHy89Xm/++67llq1aumuA/z7pk2bNhU+Z6S6QIXhVBanqjicqbJ+/XoqKirSbW/bti01btyYVq1aJdb5llMj9erV044ZNmyYmOeyfft2fDo+zi+//EI9e/aka6+9VqQpu3XrRh9++KG2/+DBg3Ty5EnddyA+Pp569+6t+w5wqJufR8LH89y81atXV/FPBMpL3759afHixbRnzx6xvnnzZlqxYgVddtllYh3fgcDioJf+zfMxF110kW7SOl8bdu/eTefOnavQOWJIKagQs2bNog0bNtDatWsd9vGXn7+0/AVXYZHD++QxquiR++U+4NscOHCA3nvvPZo0aRI9+eST4nvwwAMPiM99zJgx2mdo9hmr3wEWTSqhoaFUu3ZtfAf8gCeeeEL8ocJ/1ISEhAjPz0svvST8Gwy+A4HFSS/9m+db9o0Zn0Puq1WrlsfnCOEDPObIkSP04IMP0sKFC4X5DAQepaWl4q+2l19+WaxzxGfbtm00Y8YMIXxA9ee7776jmTNn0tdff00dOnSgTZs2iQIHNr7iOwB8EaS6gMdwKis1NZW6d+8u1Dovy5Yto7ffflvcZ3VeWFhI6enpusdxVVf9+vXFfb41VnnJdXkM8F24aqN9+/a6be3atROVeupnaPYZq98B/h6pcFUfV33gO+D7cBUmR31uuOEGkba+9dZbaeLEiTR16lSxH9+BwKK+l/7NV+a1AcIHeMyQIUNo69at4i88ufBf/xzilvfDwsJE/l/C+Vm+KPbp00es8y0/h/qPgCNIXOJovKAC36Nfv37iM1Vhr0eTJk3EfQ5V8y8p9TvAaRHO46vfARbHLKQlf/75p4gmsS8A+Da5ubnCm6HCKS/+/Bh8BwKLZl76N8/HcNk8+0TVa0ObNm0qlOYSVNgeDYCCWtUly9kbN25s+fPPP0U5e58+fcRiLGe/9NJLLZs2bbLMnz/fUqdOHZSz+1Ebg9DQUFHSvHfvXsvMmTMt0dHRlq+++kpX2lqzZk3Lzz//bNmyZYvlqquuMi1t7datmyiJX7FihagSRDm7fzBmzBhLw4YNtXJ2LnHmlhSPPfaYdgy+A9Wvknfjxo1iYRkxbdo0cf/w4cNe+7y5EozL2W+99VZRzj5r1izxuwXl7MDnhQ9/0e+55x5Rlshf2quvvtpy4sQJ3WMOHTpkueyyy0SPBv6F+fDDD1uKiorOw9kDT/j111+FeOVy1bZt21o++OAD3X4ub3366afFLzE+ZsiQIZbdu3frjjlz5oz4pcf9X7iVwdixY8UvV+D7ZGZmin/z/AdOZGSkpXnz5qLHi1qGjO9A9WLJkiVC8BgXFsHe/Ly5BxC3y+DnYHHNgsobBPH/KhYzAgAAAADwD+DxAQAAAEDAAOEDAAAAgIABwgcAAAAAAQOEDwAAAAACBggfAAAAAAQMED4AAAAACBggfAAAPsmgQYPEzCd/Ph9+TFBQkFi4m3llcvvtt2uvNWfOnEp9LQD8GQgfAACoRMF155130okTJ6hjx46V+j6/9dZb4nUAAK7BdHYAAKhEoqOjq2TYanx8vFgAAK5BxAcAQL/99hvVrFmTSkpKxLvBaRlOmfDUbckdd9xBt9xyi7g/f/586t+/v3hMQkICXXHFFbR//36x74MPPqCkpCRtSKXkqquuonHjxmnrvJ8nePNQw6ioKOrSpQt9//33Tj+Nso7nSM0DDzxAjz32GNWuXVuIjWeffVb3HFlZWWKIbkxMjJgs/7///U8X4eF00bJly0T0RKaNDh06pDsHV8/vDu6cJx9z//33i/PigYz16tWjDz/8kHJycmjs2LFUo0YNatmyJf3+++/lfn0AAh0IHwAADRgwQIiCjRs3ineDL/6JiYm0dOlS7d3hbXxBZvgCPGnSJFq3bp2YwszTua+++mohDK699lo6c+YMLVmyRHvs2bNnhVhi0SFhEfPFF1/QjBkzaPv27TRx4kQhrPh1zHDn+M8//1yIGp4E/dprr9Hzzz8vJjpL+Jz//vtv+uWXX8T2v/76izZs2KDtZ8HDU6FleoqX5ORkt5/fXdx5Hj6GP4M1a9YIEXT33XeL97Zv377inC+99FK69dZbxXR0AEA58MrELwCA39O9e3fL66+/Lu6PGjVKTFwPDw8XgwOPHj0qhhDu2bPH9LGnT58W+7du3SrWeRrzuHHjtP08UTkpKclSUlIi1vPz88XQ2pUrV+qeZ/z48dqEZnXgrbvH80BDlQsuuMDy+OOPa8M0w8LCLLNnz9ZNgObnVQfrGgftqttdPb8ZZs/lzvMYjykuLrbExMSISdUSHvbL7/mqVat0z8XbfvrpJ6fnBECgg4gPAEAwcOBAEeHhaydHQq655hpq164drVixQkRVOH3VqlUrcezevXvpxhtvpObNm1NcXBw1bdpUbE9JSRG3HNn54YcfqKCgQKzPnDmTbrjhBhEZYvbt2yciFZdccgnFxsZqC0d0ZMpMxd3jO3furHscp7NSU1PF/QMHDlBRURH16tVL28+emDZt2rj9DXD1/OXBnedRjwkJCREpxU6dOmnbOP3FePL6AAQyMDcDAAScxvrkk09o8+bNFBYWRm3bthXbWAydO3dOCCPJyJEjqUmTJsJ3Iv08XLVUWFio7WcBNXfuXLrggguEkGI/jSQ7O1vc8v6GDRvqPoGIiAiHT8Td4/m8VdijY/QaVQRvPb87z2N2jLqN1xlv/nwABAIQPgAAnc+HBYoUOSx8XnnlFSF8Hn74YbGN/Tu7d+8Woocfw3BUSCUyMlJEjDjSw9Eajqp0795d29++fXshWDhCpAoqZ5T3eDM4OsXCYe3atdS4cWOxLSMjg/bs2UMXXXSRdlx4eLhm8gYAVD8gfAAAAq4e4vQKi5V33nlHbGNBcN1114kUkRQcfBynXbh6i1M0LEbU6i8Jp7u42ouNyLIaTMJVSY888ogwKHPEgivEWISw8ZhTZ2PGjKnQ8Wbwc/Bxjz76qKimqlu3Lj3zzDMi/SajJwyn7dh0zNVcnE7jY2WKDgDg/+BfMwBAg8UNRztk9RZf9DnawiXX0gvDImDWrFm0fv16kd5iMfL66687vIsXX3yxeDxHh2666SaH/S+88AI9/fTTolqLvUTDhw8XqSwuVzejvMebMW3aNFG1xYJs6NCh1K9fP/FcHKGSsMBiTw3/3HXq1NF8SwCA6kEQO5zP90kAAMD5gMvy2TP0xhtv0Pjx473+/Cwgu3btSm+++SZVFRy9+umnn2jUqFFV9poA+BOI+AAAAgbuU/TNN9+ISjDuhSP7CnFzxcri3XffFSmzrVu3UmUyYcIE8ToAANcg4gMACCjhwx2oOf3GJuYePXqI9JdaJu5Njh07Rnl5eeI+G6r5NSsLLmvPzMwU99l7xQ0SAQCOQPgAAAAAIGBAqgsAAAAAAQOEDwAAAAACBggfAAAAAAQMED4AAAAACBggfAAAAAAQMED4AAAAACBggPABAAAAQMAA4QMAAACAgAHCBwAAAAABA4QPAAAAAAIGCB8AAAAAUKDw/5vi+/aWTmQ1AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J134505.85+342441.8_M9_comb_OSIRIS_scombine_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J230711.01+014447.1_usdL4.5_OSIRIS_GTC63-13A_Primeval-III_SIMPLE.fits\n", + "10.1093/mnras/sty1352\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J004602.85+091131.2_M9_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J010756.85+100811.3_sdM7_OSIRIS_GTC63-13A_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J223302.03+062030.8_esdL0.5_OSIRIS_GTC39-12B_Primeval-IV_SIMPLE.fits\n", + "10.1093/mnras/sty2054\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Total files plotted: 64\n", + "Total files failed: 0\n", + "Failed files: []\n", + "No DOI: 0\n" + ] + } + ], + "source": [ + "# Test converted OSIRIS\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "no_ref = 0\n", + "for filename in os.listdir(path):\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " if \"OSIRIS\" in filename:\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, ignore_missing_simple=True)\n", + "\n", + " doi = header.get(\"VOREF\")\n", + " if doi is not None:\n", + " print(doi)\n", + " else:\n", + " print(f\"No DOI\")\n", + " no_ref += 1\n", + " # Plot and check\n", + " spectrum.plot()\n", + " plt.show()\n", + " # if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " # print(f\"Plotable file name: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)\n", + "print(f\"No DOI: {no_ref}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J133836.97-022910.7_sdL7_FIRE_Magellan_Primeval-I_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J124947.04+095019.8_sdL1_FIRE_Magellan_Primeval-I_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Total files plotted: 0\n", + "Total files failed: 0\n", + "Failed files: []\n" + ] + } + ], + "source": [ + "# Test Converted FIRE Spectra\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "for filename in os.listdir(path):\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " if \"FIRE\" in filename:\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, ignore_missing_simple=True)\n", + "\n", + " # Plot and check\n", + " spectrum.plot()\n", + " plt.show()\n", + " # if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " # print(f\"Plotable file name: {filename}\")\n", + " # file_plotted += 1\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I_SIMPLE.fits\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: SDSS_J134749.74+333601.7_sdL0_SDSS_Primeval-I_SIMPLE.fits\n", + "\n", + "Total files plotted: 1\n", + "Total files failed: 0\n", + "Failed files: []\n" + ] + } + ], + "source": [ + "# Test Converted SDSS Spectra\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "for filename in os.listdir(path):\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " if \"SDSS_Primeval\" in filename:\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, ignore_missing_simple=True)\n", + "\n", + " # Plot and check\n", + " if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " print(f\"Plotable file name: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Reading FITS file: ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I_SIMPLE.fits\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 55321.000000 from DATE-OBS'. [astropy.wcs.wcs]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Plotable file name: ULAS_J124425.75+102439.3_esdL0.5_IMACS_Magellan_Primeval-I_SIMPLE.fits\n", + "\n", + "Total files plotted: 1\n", + "Total files failed: 0\n", + "Failed files: []\n" + ] + } + ], + "source": [ + "# Test Converted SDSS Spectra\n", + "file_plotted = 0\n", + "file_failed = 0\n", + "failed_files = []\n", + "for filename in os.listdir(path):\n", + "\n", + " file_path = os.path.join(path, filename)\n", + " if \"IMACS\" in filename:\n", + " try:\n", + " with fits.open(file_path) as hdul:\n", + " print(f\"\\nReading FITS file: {filename}\")\n", + " header = hdul[0].header\n", + "\n", + " spectrum = Spectrum.read(file_path, ignore_missing_simple=True)\n", + "\n", + " # Plot and check\n", + " if check_spectrum_plottable(spectrum, raise_error=True, show_plot=True):\n", + " print(f\"Plotable file name: {filename}\")\n", + " file_plotted += 1\n", + "\n", + " except Exception as e:\n", + " print(f\"Error reading {filename}: {e}\")\n", + " # print(f\"Header info: {header}\")\n", + " file_failed += 1\n", + " failed_files.append(filename)\n", + "\n", + "print(f\"\\nTotal files plotted: {file_plotted}\")\n", + "print(f\"Total files failed: {file_failed}\")\n", + "print(\"Failed files: \", failed_files)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "simple-db", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +}