{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Likelihood Analysis of a bright point source with fermipy" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "In this tutorial, we will demonstrate how to perform a standard point-source analysis of Fermi-LAT data using fermipy. \n", "\n", "This sample analysis is based on the PG 1553+113 analysis performed by the LAT team and described in [Abdo, A. A. et al. 2010, ApJ, 708, 1310](http://adsabs.harvard.edu/abs/2010ApJ...708.1310A) and closely follows the [Likelihood Analysis with Python](http://fermi.gsfc.nasa.gov/ssc/data/analysis/scitools/python_tutorial.html) thread. This tutorial assumes you have the most recent ScienceTools installed and [fermipy](http://fermipy.readthedocs.org) installed on top of it. For instructions on installing fermipy and the Fermi ScienceTools you should consult the [fermipy Installation Instructions](http://fermipy.readthedocs.org/en/latest/install.html). We will also make significant use of python, so you might want to familiarize yourself with python including matplotlib and other libraries (there's a beginner's guide at http://wiki.python.org/moin/BeginnersGuide). " ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Get the Data" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "For this thread the original data were extracted from the [LAT data server](http://fermi.gsfc.nasa.gov/cgi-bin/ssc/LAT/LATDataQuery.cgi) with the following selections (these selections are similar to those in the paper):\n", "\n", "* Search Center (RA,Dec) = (238.929,11.1901)\n", "* Radius = 30 degrees\n", "* Start Time (MET) = 239557417 seconds (2008-08-04T15:43:37)\n", "* Stop Time (MET) = 256970880 seconds (2009-02-22T04:48:00)\n", "* Minimum Energy = 100 MeV\n", "* Maximum Energy = 300000 MeV\n", "\n", "Once you exectute the query you can download the data and put it in your working directory. You'll need to change the names of the files to match the filenames that the data server gave you. Alternatively you can run with the following tarball which already contains the downloaded files as well as all of the ancillary files that will be generated for the analysis. In this example the output of the analysis will go into a subdirectory called *pg1553*." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "import os\n", "if os.path.isfile('../data/pg1553.tar.gz'):\n", " !tar xzf ../data/pg1553.tar.gz\n", "else:\n", " !curl -OL https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/pg1553.tar.gz\n", " !tar xzf pg1553.tar.gz" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "If you would like to download the raw data files used in this analysis (FT1 and FT2) you can do so by executing the following cell." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "if os.path.isdir('../data'):\n", " os.environ['DATADIR'] = '../data'\n", "else:\n", " !mkdir pg1553/data\n", " !mkdir pg1553/data/ft1\n", " !mkdir pg1553/data/ft2\n", " os.environ['DATADIR'] = 'pg1553/data'\n", " !curl -o pg1553/data/ft1/L1504241622054B65347F25_PH00.fits -OL https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/ft1/L1504241622054B65347F25_PH00.fits\n", " !curl -o pg1553/data/ft1/L1504241622054B65347F25_PH01.fits -OL https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/ft1/L1504241622054B65347F25_PH01.fits\n", "\n", " \n", "#!curl -o pg1553/L1504241622054B65347F25_PH00.fits http://fermi.gsfc.nasa.gov/ssc/data/analysis/scitools/data/pyLikelihood/L1504241622054B65347F25_PH00.fits\n", "#!curl -o pg1553/L1504241622054B65347F25_PH01.fits http://fermi.gsfc.nasa.gov/ssc/data/analysis/scitools/data/pyLikelihood/L1504241622054B65347F25_PH01.fits\n", "#!curl -o pg1553/L1504241622054B65347F25_SC00.fits http://fermi.gsfc.nasa.gov/ssc/data/analysis/scitools/data/pyLikelihood/L1504241622054B65347F25_SC00.fits" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Make a file list\n", "\n", "You'll then need to make a file list with the names of your input event files. You can either just make one with a text editor or do the following from the command line." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "!ls -1 $DATADIR/ft1/*PH*.fits > pg1553/ft1.txt" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../data/ft1/L1504241622054B65347F25_PH00.fits\n", "../data/ft1/L1504241622054B65347F25_PH01.fits\n" ] } ], "source": [ "!cat pg1553/ft1.txt" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Make a config file\n", "\n", "fermipy bases its analysis on a configuration file (in [yaml](http://yaml.org) format). We're just going to use a really simple config file for a standard analysis. There are many many more options which you can use or you can modify these options after the fact within the analysis chain.\n", "\n", "\n", "Make a config file named 'config.yaml' like the following. For more details on the config file see [config.html](http://fermipy.readthedocs.org/en/latest/config.html). You will probably need to customize this a bit since your files might not be in the same place or named the same. The galactic and isotropic diffuse will need to be located on your system (they are included in the science tools or can be downloaded from the FSSC). In the following example we set the path to these files with the environment variable FERMI_DIFFUSE_DIR. If FERMI_DIFFUSE_DIR is not defined fermipy will look for the location of these files within the FSSC STs distribution. \n", "\n", "```\n", "data:\n", " evfile : ft1.txt \n", " scfile : ft2.tx \n", "\n", "binning:\n", " roiwidth : 10.0 \n", " binsz : 0.1\n", " binsperdec : 8\n", "\n", "selection :\n", " emin : 100\n", " emax : 300000\n", " tmin: 239557417 \n", " tmax: 256970880\n", " zmax : 90\n", " evclass : 128\n", " evtype : 3\n", " target : '4FGL J1555.7+1111'\n", "\n", "gtlike:\n", " edisp : True\n", " irfs : 'P8R3_SOURCE_V3'\n", "\n", "model:\n", " src_roiwidth : 15.0\n", " galdiff : '$FERMI_DIFFUSE_DIR/gll_iem_v07.fits'\n", " isodiff : '$FERMI_DIFFUSE_DIR/iso_P8R3_SOURCE_V3_v1.txt'\n", " catalogs :\n", " - '4FGL'\n", "```" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Start the analysis\n", "\n", "Next, you create an analysis script and run the setup steps which include running the selections and generating exposure maps etc. This will take a bit.\n", "\n", "This is where the magic happens. fermipy will load the point source model, create an xml file for you which contains the models for all your sources in the region of interest (ROI), decide on all the appropriate cuts and binnings and just go. All of this is configurable from python or from the config file. And, if you need to rerun things, it's smart enough to not overwrite files if it doesn't need to." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Load up some useful modules" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import matplotlib\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's ignore some deprecation warnings" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "from matplotlib import MatplotlibDeprecationWarning\n", "warnings.filterwarnings(\"ignore\", category=MatplotlibDeprecationWarning) " ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Import the GTAnalysis module from fermipy\n", "\n", "You start by importing the module and then creating an instance of the analysis object from our config file. When instantiating the analysis object we can override any options defined in the configuration file by passing keyword arguments to the object constructor. Here we explicitly set the verbosity parameter to 3 (INFO) which supresses DEBUG output. When we create the object, it spits out a bunch of information about all of the parameters that were used. You can see there are many more options than the ones we chose." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: astropy.extern.six will be removed in 4.0, use the six module directly if it is still needed [astropy.extern.six]\n", "2021-06-23 09:58:36 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version v1.0.1 \n", "ScienceTools version 2.0.18\n" ] } ], "source": [ "from fermipy.gtanalysis import GTAnalysis\n", "gta = GTAnalysis('pg1553/config.yaml',logging={'verbosity': 3})\n", "matplotlib.interactive(True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at the initial input event files" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['../data/ft1/L1504241622054B65347F25_PH00.fits', '../data/ft1/L1504241622054B65347F25_PH01.fits']\n" ] } ], "source": [ "with open(\"pg1553/ft1.txt\") as f:\n", " input_files = f.readlines()\n", "\n", "input_files = [f.strip(\"\\n\") for f in input_files]\n", "print(input_files)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read one file in as a table" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from astropy.table import Table" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "t = Table.read(input_files[0], hdu=1)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=113339\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
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" ], "text/plain": [ "\n", " ENERGY RA DEC L ... DIFRSP1 DIFRSP2 DIFRSP3 DIFRSP4\n", " MeV deg deg deg ... \n", " float32 float32 float32 float32 ... float32 float32 float32 float32\n", "---------- --------- ---------- --------- ... ------- ------- ------- -------\n", " 538.79675 258.76797 11.601158 32.717495 ... 0.0 0.0 0.0 0.0\n", " 765.5338 258.56604 11.574936 32.59832 ... 0.0 0.0 0.0 0.0\n", " 391.90915 258.77057 11.551644 32.668377 ... 0.0 0.0 0.0 0.0\n", "120.571365 258.83325 11.796055 32.94541 ... 0.0 0.0 0.0 0.0\n", " 500.81796 258.63654 11.483924 32.538124 ... 0.0 0.0 0.0 0.0\n", " 393.2541 259.0739 11.939454 33.20065 ... 0.0 0.0 0.0 0.0\n", " 260.86182 258.9468 12.058491 33.264046 ... 0.0 0.0 0.0 0.0\n", " 155.16846 258.91968 11.72253 32.91009 ... 0.0 0.0 0.0 0.0\n", " 159.39615 259.2734 11.618165 32.96556 ... 0.0 0.0 0.0 0.0\n", " ... ... ... ... ... ... ... ... ...\n", " 133.3081 224.78586 -1.6613442 354.95584 ... 0.0 0.0 0.0 0.0\n", " 314.87418 224.90024 -1.6593533 355.0792 ... 0.0 0.0 0.0 0.0\n", " 145.44543 224.17506 -1.7963057 354.16092 ... 0.0 0.0 0.0 0.0\n", " 2333.3445 225.02441 -1.1435628 355.75418 ... 0.0 0.0 0.0 0.0\n", " 447.18857 225.62411 -2.9184122 354.5411 ... 0.0 0.0 0.0 0.0\n", " 459.95984 226.6249 -4.038852 354.44446 ... 0.0 0.0 0.0 0.0\n", " 291.9761 225.77574 -1.9272188 355.71527 ... 0.0 0.0 0.0 0.0\n", " 722.9538 224.60498 -0.7475925 355.73172 ... 0.0 0.0 0.0 0.0\n", " 274.50766 225.04887 -1.8633881 355.02316 ... 0.0 0.0 0.0 0.0\n", " 144.3101 224.8169 -0.6086211 356.10675 ... 0.0 0.0 0.0 0.0" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### The setup routine\n", "\n", "This gets everything ready for the likelihood analysis. Note that fermipy will skip generating any ancillary files that already exist in the working directory. In the sample tarball these files have already been produced in order to speed up this stage of the analysis. If you want to see the behavior of fermipy when running from an empty working directory you can delete one or more of these files before running *setup*." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:37 INFO GTAnalysis.setup(): Running setup.\n", "2021-06-23 09:58:37 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n", "2021-06-23 09:58:37 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n", "2021-06-23 09:58:37 INFO GTBinnedAnalysis._create_ltcube(): Skipping LT Cube.\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/irfs.py:51: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " log_ratio = np.log(x[xs1] / x[xs0])\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/irfs.py:52: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return 0.5 * (y[ys0] * x[xs0] + y[ys1] * x[xs1]) * log_ratio\n", "2021-06-23 09:58:37 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n", "WARNING: FITSFixedWarning: RADECSYS= 'FK5 ' \n", "the RADECSYS keyword is deprecated, use RADESYSa. [astropy.wcs.wcs]\n", "2021-06-23 09:58:38 INFO GTBinnedAnalysis._create_srcmaps(): Skipping gtsrcmaps.\n", "2021-06-23 09:58:38 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n", "2021-06-23 09:58:38 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2021-06-23 09:58:47 INFO GTAnalysis.setup(): Initializing source properties\n", "2021-06-23 09:58:53 INFO GTAnalysis.setup(): Finished setup.\n" ] } ], "source": [ "gta.setup()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Before proceeding with the analysis we'll have a quick look at the files that are produced by the setup function." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pg1553/4fgl_j1555.7+1111_sed.fits pg1553/ft1_00.fits\n", "pg1553/bexpmap_00.fits pg1553/ltcube_00.fits\n", "pg1553/bexpmap_roi_00.fits pg1553/mcube_fit0.fits\n", "pg1553/ccube.fits pg1553/mcube_fit0_00.fits\n", "pg1553/ccube_00.fits pg1553/srcmap_00.fits\n", "pg1553/fit0.fits\n" ] } ], "source": [ "ls pg1553/*fits" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Here is a brief explanation of the contents of each file and its role in the analysis:\n", "\n", "* **ft1_00.fits**: Event list. This is generated by running gtselect and gtmktime on our input file list.\n", "* **bexpmap_00.fits**: All-sky binned exposure map. This map is interpolated to create an exposure model when generating the srcmap file.\n", "* **bexpmap_roi_00.fits**: Binned exposure map for the ROI. This file is only provided for visualization purposes in order to have an exposure map with the same binning as the data and model maps.\n", "* **ccube_00.fits**: Counts cube for the ROI.\n", "* **ltcube_00.fits**: Livetime cube. This contains a map of the livetime for this observation over the whole sky as a function of incidence angle.\n", "* **srcmap_00.fits**: Source map cube. This file contains maps for each of the components in the ROI after convolution with exposure and the PSF. Note that energy dispersion is applied at run-time.\n", "\n", "Note that all of the files have a numerical suffix '00'. This is the analysis component index. In a multi-component analysis there would be instances of all of the above files for each analysis component. The files with no component index are co-added maps that are provided for visualization purposes.\n", "\n", "To see example of one of these files we can open and plot the counts cube file. This is a 3D cube that contains the distribution of events as a function of energy and two spatial coordinates. In the example below we sum over the energy dimension of the cube to make a 2-D sky image." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: pg1553/ccube.fits\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 27 (100, 100, 28) float32 \n", " 1 EBOUNDS 1 BinTableHDU 22 28R x 4C [I, E, E, E] \n" ] }, { "data": { "image/png": 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tk82kYd+loj4dDcxJMXI/LUTurky/fZ/8fTXkUsX9PbPz+ISF9DgfQubvnQ/Bm9Ni01I6uXaaEiFyfbJQuEfYHkRByhl627EPJ9u9gFAIGxdn7LU9Y6iEaHa7F/scM/YT2XeT7Yr0eFfnwRFWCc2MdjOBcBiwr+VyOOkgRZ9FFBuc016fhVlyQC411qflNsnc5dJdDZ6VpcywSSS8SQQmHUd6bJeQdax4hukdcLnUVV/P6qpyfAFLGA0Ps2ONadk1TvtisHuX3v/z2uGcxEaBm5yMpMH2MUbrGW6OrXpGbk47255z5HqGac7SnHj4Kr2hCsZNAjswytabEjvScDdbGVn/d0JisZ1sW2wbYQYdZDNps502G+esYcaeqX072dpb2YdWwShzMEa4mglr8aXLvX0xZ+vcKCLn4oAl+BChSYSdrV3rW/pgetbY7z/Dqbi59ny6qLUxTqLwvGwQRbP7eOY6SXkcfx2MiedSWZvK3zTZ39N27Tw+bOvecIGzzHMhDN6IXghoxIY7hnWvuFQon5iS9s+vVGxc6Zj7gkUy+jymfUuPsZRqf49yqcM+DNBfr5ws5iTP7lbR1iBrsW2Eogqab7F3MWvRCDBl41GgdZBNNzoaOBmX+mwmZ6vyYi+GrO2qnjT7b/Q4vG9ObvCwzPFoD+Di0PacUIzfZkzKp4+m4/A25lszgfEGYz9evNrbA3Mi6+n12SCOrARgwEqbxMNzAj42ZrN1mr31vIs8yMFstL60TnrPmrz5fXtssd53kNk2Y8hNIt9DfQrDY2tKiMhJfTb5BdLrZoI8dh88q/SSnbYtqPS32couV9bJP/dNER65FcY4kaAtY8YIyb6bbPcCQtEWfNzrqJjtbDGrqYLS2mynHXMEro0H+mVmcrYwe+t725cXFYcBizMW5sXEU2Zr+4ZQBZkbWzGJvGzBx/rtvlmcbQpvH7X2cyzVYO0uOzvvszauBfLprqlXXWSyUjHWrhfJSWHt27U0tmrXJ+cFt3aMBXsmnd4zzx69DfSwzrEQC7rATXUkhNnmm8qrDwtpHxrq2yT2zKZy5L4oZdqev94jqylXyqijod/+sThftUvV7vkM828qdplbgfUFmMZE7GwNAq3NtsV2MYvMduaiEZgyG+cEmLrx6PY7LCIF8Bbg1ar6VhHpAq8BPgTcANyuqj+z7RNNgHay3QXMYujXrEHrsjiz9A6Zqhei7pjq10uBpySfvx+Iqvo6ABF5p4jcrqp/siNnG4N9N9laUkN/CZ86bOpll9eiHVdRNedggFHlsBTPkgPMx4LF+oTeyZWGES01OOtsKW3LtnHpnF7PNqc21VSl4tZidBnrr8NTyhMsamfsdfK6uXZtbTmbmin8tTTTgG8jHVNfDa2hOu04R6h3OC1rl4M6R1B4c60x3BSalXN22ZgOh+Fr2b9nmTAxf929qSd3TcfVV/N9MpzUJdBMRecJ0FRlN+3DTlZq2G40gog8G7gdeLT+vAx8A/C8ZLc3At8KXPbJtg3b3gW0zHbvw5jtLGGqxGiUymY7yV8GInI18HRVfXOy+enAIvD+ZNttwLMv1zBS7DtmaxibTmshUzVr9bqquTCiJtGOXHiPFXz0DpRcG94B01QXKkVTAoHfnn43rj3Ip5am6b89OZzV5bUQLM+++mOXauyp08uzpOUGVpnCOw596JqxVxgNzrfxpA7ENXp0k9nWV5hoquYLcJt7tqz/xrpzFXn9s+fvXQpfXSGX/utxKh5go4x8oHuWDXQk5C59Jnw7TaF2PrQs7f/OVGqoJtKfedPDvOHNoyvEBCfSDyISqNjqd7r9TtX/nkm2PQIcEJGjqrpd/Zyx2LeT7W4iFNJWatjjmMWkhlhCpyNsbEzJs1fbbL/2ucf42ueOCusbwme/z9c1+nfAG1TVvyU23L8wWN1fds6/7ybbEuWsrGeD6b39zdtQczarppCXXHiMMYH1TslDcbUxADwnvdevUlszq+OxCkW6t6jOk2OGBs+Gc/Zd3xfPgtPU0L7tNAkXCyo8rXcVMJk90LOxtApuU5C+XYPbw2j/m5hgbkXQVFsrDdk6Q4elMKiQaKzUX5eccI8PLfNhY+MSAJrYe9r/pvTfcTbhFdlgo4wckTnmNI7Y19M++3aahJlysGf8msY9JoVsJxrhG4HvT+Kk54E/BG6pPx9moAJ5FFhT1dOXerJJMS0WnJmCxdnODGaMAQLEGWS25TTVIVPQKBP9jRyqepOqLtgfcBfwmcBnAWeBm5Ldn0AVGnbZse+YrWEgwTewLhkf8yzJ29hSFmme5wdr5ucZaJqgsKJVe90QmC87LOnw+fr7ZaIFfISEBfwbO0ttlk2Vfg25pAbPXnICKAbPvpakg0Th4XBx6Pv0eM+GmlJC0z4Y7F4Zu8wG0zsWZvZkLyCTYiTtuH4BPm/9sdzQ67AQhTvqt2LOdpqeL7W/ejbtmWguJden646T9Txfr4L9ffT13XyKdTcWLIcuUcOIvTpFU+Xj8WnSw8/9jmCHtRFUdV1EfhF4EfBX9eYXAN+9oydqwL6dbHcTRTGDZXF2uwM7DI3MHGOvKuzudi8mhLIjSQ0ZvAJ4rYi8HLgK+EVV/d3LcSKPfTvZ+tIrMJqqaimlnimkTHGV4XRQY8fGuMzrDgM75XpRcp+ucEKXgeYY2hTWrvW3KS4WRlnkVoTAvac+x4K9eM2HOo9yUQcrhFSIpkmy0cfH5mKLfUSB2T5Tlmlst59y66rh5mzznpnb9ba23jz3YZ5ZHOJYp9sYTztJ2Z1+5WOGmWGuTyPHumuQE30ZsefX3/uKxnb8SnmIi0WPFemNpAXn/ASeyfrncng1Vd1z8yHsSDTCDqXrquoNyf/XqBIdrjj27WS7myiCUM5QNEKQ2WO2s2izjVEppsVmuz0H2Z7Erk+2dUzccVXd1IUtlXvxa6ni5W5X1V/Z7vnH2do887A3vnndYZD55LOe7K1vQi4w8NKH4hAxDtiKP2/Khg2eYfpjUnZs24yp+ZjQlA3noibSzzmJSB+NgAioZrOIfNkdzxTtpvuIiXRf64vPJMvB+uvvR8qG/crFROGNOS+WJ3hcOc8RLYC1kTHlzpe2b/fc4m2bpA/TMV/r4mybyh/BaHywj/1tkkCUUiaabL1AkrXTFP8Mg5jfHZNYtKSGGcKuRiOIyIuA9wJf0vD9a0Tk1cmmLwNuVdVXA1FEPuWyd/IyIITZEqIRpizvfgLMYlmcWDI9NltAS5nob1qwa4+TiByninvLhuSJyHOAL3abb1LVt9X//x3gGZevh5cPRcFsOcim53mfHDN0ewyxVEKYopulMtnflGDXzAgWRCwiIzE5InIN8DTgL9xXd4jIM+sJ9/OBd2z1vF0Cp+KBrObnkgt3ahIfyYmmNIUG5QL8QxBiHA3RyoU2babgb0vi9Jhcjah0XKkZxHR9/dLUh1ClzhBbBltY1R3yCKr55bHvk2/ftGpTwR5z+JhjyS/VcyFIfvnq666l8Gmztm+adHA1sBjmGsPnzFnkl/AwuKZN98xX3YDBM+XNN+NCtOz6m3nFrqWFuflEi/UYOREWuBiLkcSOcem6k9QtyzlSt4XWjHD5Udtw/x3wY5mvfxn4BBH5XiCo6p9e0c7tEEKYrdAvgZljgqrMHGMvp4rZTshqW2a7LVhe84YvS6KqCvz4uINFZJHqJbKmqiPaWkuHAh/7SYss97qUPTijgbJUYgnn4gZlVG5eP0ks4b1ymljCRrlGWSpSKhrhZOxSltWy7MBGIEY4pyUxKvNll1gq/8QFVPOMpCiqH7N3EuXCuZrCfCzUxlhMztHnkzKMvaRCKdZuk0PJWKCxpvQYY4LzIqTBFeNU/z2jHbCyJLnEJYT4z5YckrZn8Iw2t+IYFd8ZTYAwbQSfTGJ98SF4Kc46WcpUBGfomCSL0O6ZZ/H+vsAgpMyn//oEFL8CWC1LNuZ7XJzvcVM4jAS4p3OOIggHJRAKIRRwU3GAohBWOhuEIJyURYpCWC96FB2hCNV+a0VJKKBTCKEQigKOhQVCgL+9b6TbANTi3QtAT1XHZ0DMGLPdU5OtiDwL+JCq3rmNZl4HfCFQ5GpIdbtLFAHmFgKhAOl0KOoHZaPoEArhOukSCmG5c5gQqL+v9gmFEIJQhOr/B0OXEKAXDhEKoRuqB68XIiFAyLx5r752ju/5vhspauoU6n83iIgMHyOxMjmUGokR5mNBjHWZZ4UVXURVWY3HiKqoQlEGVJUQA6qgWr0kilgtZNa1rLZH2NCIoiyWnXrf6m+dCKp0YgEoC9qpUigVHk81KWldJ6roCMdOFHzeF5wAheU4hxrVrY85J5WnfzlWk8qROvNuRTqgSpei3l25QDV5HKgfT//5IyX0SWe3fxUrHJAuklzLi5RVCFe9kyD9z1Jt4AjzQ5+fGApOnOpw6GjBC+ePEwQOMY8Aq2EBEfptrIaD/c8iQgiD/x+WOUTgfDiABJiXgEj1bIjUmXeh2jeKEgLMh6IK7iiqgpOdEIZkEUUqfQ+AWP9rVyO65UXpPh892uHjPlZZOR8pykAsYVUPEEulUxbEqMQIq3GJWCprMdLrKYuxQ1kq6zFS9pQYlbKEldjrE5Wy1IqQ9KDXgzvvvBMRGX0TWdfgN4Gvbvi+/xzOEvbUZAt8OfAvk0myC6iIfLtqnQGwCVT1qxlzE4twnf7eHz00Im4Cqf3tDNBcYTZNwb0r3J89Ty7d0s714h88xGtfdc/YlEzD1SwhAT7QOUsI8OR4Aglwd3Gu+mGHavI4IN36h1uZKRA4XawiAW6OR5EAZ+Ri/8ctMvC2hwBLdEHgns55BFiuJ62jzFeFD2UdoTrmbJ2Wu0AHBOYXhI2Pg8U7FxHg/lBdRxHhkVAxV5soz0t17Gr9S7qvMPt4/SgKzGs18T4gw9WHrRrxVXGxP42sUS1e7q3DuIwJPljve5EeChyO89Uxqpyp2z0c51FV7pBHQO0zzGnB3EWl04MP3rqORlhjBaV62anCmvaICkfrYzTWSU8RVthAIyzEdVThg/IoqrBcdvsvxBjheLlQHafwACtorLarKtf1DqIKt8pD9bbBVfD20aYEF/9sP/fLjnDH367xD+9ZG7FF5+QSB6nhlUaL/z3kKvLathufeiOnT5/eniG33HNWzm1hT022qvqvgX9tn0Xk54EP1qFe+xIajYFWv7b12ta7EoaVbHo6+mDeG6of0ImympAeHBufWrV7e+Fjf0eZuXcgLh4IfOJzlrnzr6r27wqD1WHTRDD44T468v1mL6Hr42CsZi6wdqRnSm3DalYnEzvHoHqDus/V94t0EIGiK9x+63Bsr+/bhTh63Qf6wfU1KCxzbHi/uUSN6IK/n/XHcgdDteK0CdFMkT12EuyFyfaKRv7Na8FN5ZH+DyKXJurhJeeOJW/0u9xvzbeRMgY7PnCYJe2OpEXm5AC9Z7hJPjH1bBtD9+nF47z4PiDekBM0H5Hyk0CpykLNSNNJsmmSzUVRGLw9N1faxmD30ScSNLVRfTds9z5f24CtrfNscAzlaJD+WJ6zXulOv2Xu3vrYZqEeXxG3KXLBkijSPtjLya5trpSRwQsj+aSD9Fk5K+uc1UUOhA7L2h1JZ85FwFh/fcqwHZMbu23bEYnFGbPZ7mac7WER+TrgMcALRWQqY2Zb1Alku92JHcYsioeXvSkqiwNtNMJOQVXPAq+v/5r2+cqdPm9PYlbUA0ZTV1OmkyKNnR1XqgXy0QhBJZsGa0jb8nG83ls9TjDGp+l6LzmMmgSaBNRTj7pnPJGSQgcSi+NK9TTFjaaldDwb9SwyZbg+wsLH7Vq7i3HwqJvp4a4iX6RwWbssxA5zhD5LfVv3oaFz+3GkffLRB55x2r42zhSbxW1D4jNo0ERuEvnuloF75la4vXh0pN+538SIBKXrY3qMjzrZPrNtzQgtdgCzxphqaYSZgqqSi2aZZmisRJCmAkrjy2Ra0U62LVo0YMbm2jqpYbd7MTm0jUaYbgSEJe1m0zCbAsu9cyINqTFHg3fQ5JZytm2DYVNGbilnsG2fvHF13Ub1um9SG4NR04JXz0qXqN584CsbXOv0bWHU3HKhWGNNy6zqlzeXPKNXLTBtCT1wVI5WUvDImWz6S+qaWZv6lFcKy9Vd8w631Mk4Fwu6Ehr1fj3Se+erDxvGhfjZd14lLVfpwju3fEJ40/MUIxwNC5yKvf75cmaozZTgxlWB3jFMmT12Euy7ybbFzkNgkMQwI1CYuXTdWCpzU0QWW5vtlCOirMhGvxpuLpjbmJOxpqXa6WKsKceGzWlmrMLYQa59Q7+6QJ1+mWMH1t4t3fuH9vHhRCk8Q/fsKCc6Ysd4XVIbV47R2fVZ04K5WGT77x09vsrDuDl6nBPR4NNyfdWFVKO26RiDVSw+LWusxUApsd+Hcfq+kK+4bPcmXQnBgJmm17SpRpvdh3HVNQyDJITRFcb18SAnN+b48MK5oeOMQadhaAbfflOoYorcSuuSMWOhX/tusm2x85CK2s4cZs1mG0umqFIDrRlh2lGinJX1PjtImacxA6uYa3ZRY0tmb0yrpXoJv3GSeNa+2Y2bMqWWxjBP2/euMccYcjZgyIeWNfU7x4Z9QsjjWabQkJVLbKpu2yQ2A3Bz3Sezf3v7esoULTHBmJklVtxWrNbjq5MbikGYldlSLaTvXieJeH08xFws6EhotH8bfO2zdCz+Xvl6X+l994kQttoZZ+f1bLtJNAeqFUuQQ3ykHBxK6smFmPmsv6a6ayl8VebtQpWpEgafBPtusm1xeTB7NludOWZblkxPui7S2mynHQXCYZ3LvoGNGdxaDNukzMZmDDetEeZZiq8zlTLFu8KjlWpTPMSKbPQZiNXAMsaVa9/31wt/+MBzf+60jykztDF777f31OdYcj8ttPMo51nqs9dcgoLBJwVc36uY5zKD8Xn7d84GafDJC5ZYYWz49qLqU8rgrPaYHePlHx+UVRZ1jjXpjti/PXIB/r7abRMjTK/x02Il6H5PRrIxPU96riaxe7teaftPKU/w2I15Hu6scXtxZuTZSMfXJIs5LkKiv0KsHXA7kdTQmhFabAtFAeWMBWvPYr7uTNYgi0oxLTXIFLR1kE03Oho4GZdGYk9h8CY326zZ/4xpeRYIo951LxST2oRPxQN0ReiUwsm4NMLYjHHl7L1NNtVrG2yJORh7yZWK8cf79OAcq7Tr9SQ9xLx2+mwytdn60j9mDzeY/TuNSfXn8nbfvhwj8Pz1Kr75cL3m/5v6flgf7PrbPYVRtj2QFBwuK5PCszlrL1dV1q+Eriqb5QybzmPP063GdMdM/Dm7cdqWYTkucWNYyD5fuXTdzSIwcoJDOxpv2zLbFttBCFVw+UxhBvN1Nc4es9U4XUI0rc12ymFCNLksG3s7e2bj39Y5FuljJ5uY4FI3cDGWPBBWRuIvzcaXMoYVFz/qz2ce+1xZnM2YTm4fX7bGrkXOc25jPaAdCg195pbabO1484zf2h3OfhqXFWYM3Nivl00EeDzVvmfryf7xpQm7D7Ph9J7aWEycxvqQMvJVqjhbH40xyCqs+pQTjkltv+n5xgkCeZu7f55ysdHjGLLHknbplgXLMsfJuDSSBZZjuz4KpKkAato/a3f4yb4E6HSVKZ8E+26y3W0UQShHKqNNN2bQZIvOGFOHWhthSmy2SstsW2wTlRlhxn7Is5jUoExRJdrJECNTM9kCbQbZtMMcZIZ0Kdbk9PBOnlyK7GbJAbbtsBSEWCU1+HYsmD/VyzX4cB7f/rhAc0M/1CxxkI2kz9awpXouqN6nkB4IsMZSVqfVL6F9P31qNAycaPeEqp/mEDOH5fkw6NMjYqaGyhD+8VL1baEc7su1yXnXxC0t6t90ah6Z1w4dQmPKcxqeB+MFgZqejfNjHEwrfXPFqBiSNynZs+FDzPy9i6VyrrOeDRNMTT9mTvFPobVvokuW9JOO0a7htkO/2rI4LbaLopCZc5DNoH9sJis1xDhlbL2dbKcbARkKM0qZlrEge0vbfn1l/0xwvQ8sb0p3hcqJcISCC7HHveHCiJiMBbSnzNvLPPqkAx+iNQ45ARSfOOBhjMfYPgyuzxO1+u40w4kDaV+M6ZxkOEnCSzqmKdCWmPDk3mFgUCXBmP+zN072972mXhZffbg65v6z9ef56o32iRePAnBPSGvB5eUcU8Z4NBYsSDHCAptWFukz5euH9UVenDMtt2qwa+fDEFPnnV8R2TPmnXnpfXggrLAShRNyhKeUJ5JCmWfqPo9eE98/G3NO3rPp+b90tBlkLbaJUMyezXZmme2MaSzGcopstq02wvRjVXrcWjyUfQOP1PcKZ4BEHGRMYP8kQd0PhBVCp0tRLnFY50ZCg3zIU/pdkyD0ZqLW6bisj6l91M7lbbbGzozx5FjM8bJmbLWDLMfU/CrBxF8GjPpcff6D/WOMxd01NxxKlktlvYPK/vr5ddT/fKea9d+9Xm1fqLeP2GkZTbRI219TKEMckSC0vuUEeprgWeNA8HxwH8wube17ycsUTfXi/PVPPz+xPMbRjcBq0eOu8Gj/mJyEY9PqzKekTyqAfylooxFabBshyOwxW2YwGEFnTjt8+qIR2sl2utGlKnXiWSwkdrd65vCyejnm1sQovRcbKoawFDpcjCVnZX2EBRvTXc7YhM87FmN9HcdWvc3Z7Ke5aAovN+gxTurvuC4yH4sR8RpojnYwpni7KyME8LTesCjLY8qKed7VtXTdQRqU/f/+s/VY63Cho/UP9b2d6ph0teCTIyzqIX0WFlDKoP3+3V5vt/udXm/Iiwf5lYq1b59zKbJNcoZN9wVG7byDcaaCQ+c4qh0+pqjs4J4Vjytx07R68zZhGBUwunRIq43QYnsIM5jUwAzabFFmjtpqnKKCj9sM/RKRJwM/CXwM8H7gJar6ARHpAq8BPgTcANyuqj+z/Q5vjn032W4QsyVGYFQoxKeU5tiwt6kacim9V+kix0KHQ+UcN5VHRuIw+7bixAPuv2sSpG6KJkjhBchhlMV4ichcOufgnBVrvCZ06RGzY7b2jc0Z22uSXqyOqWYEY+YWjWD37apiwCo/slfdv1uo2PqC1Ovk+nf6Cb2K3d1RRzjAINrBx/gu1nbTJe1wOAYO0Bmx2ZoN9V6GmWcqdGP7LJejq5v0fLmoE89Ovb0dGBFp95EATbHAq9qhG46xpN3sysvgVzFeWnHcKsfGse10XUDjpb0ZRGQOeAnwfGAN+A3gPwP/Evh+IKrq6+p93ykit6vqn+xAl8diWt5zM4MQhFjOFg2cMQIIWJztbI0sljpVZXE0TvaXwVHgu1T1rKpeBP4AiCKyDHwD8KZk3zcC33qZhwLsQ2Y7r8VQWZBxHnR7k/vMn1wRR59hlGv3rvAo3c4Cj49HhraPEwXx3/nYXG/jS/vv415zY/bf+T5kve71K7pvV5QjqI4Kl8Bo1pp53e8qhpl4Gqf6rs7DQ/20aARjdGlMrodFHRyLVX/fXBfKzJX18f2187y/eJjj0uHJodO/91Ywsik7K4048Bli/t7ZNXgwDGzn1hcvx2jnT2OAbVXQVGYnFyFxWOdY6gU0VAVPJ7HZ+thuL1eZyxTcMSiX7CBT1fvt/yISgKcC3wU8HVikMisYbgNedcn93AL23WS725AgTW/jqcXsxtnOFmLUqSmLo0lSwy+99x/5pffeMW73E7mNIvLpwPcAT6Bit1ZC+Eyy2yPAARE5qqqPbLPbY7GlyVZEjgAfQWWSuRu4U1Vnzd1zWTGTQjTMnkrWbFZqmE4925d8zE285GNuatzv1I/96kMNX/0ZlZ32lcAvAN9Ub09peHD/XjZMNNmKyHOBbwE+g+EX/kMi8kvAay73W2GnsZxZ7vvUW79s8gHn6TFNDofUAbUiGxRBOK8bPBBWkgoBtSp/7dDw1R3Sdmwfb9JIl5letMaHtOUSCKwPfhnbFMKWwmyb3iEDo2Fm1hfr2yeXVwPwcCIusxLyS1JzPKUJFmu1AI0taQeVf6vvc6aNft/c59Q8YcEIdv398X6pnTq7/DLe+tuvKMxw2BiM3leDfU5D17xpwaeR2zXwermdKH1m66s75CqW+IQUO493bsJoUsNOOMi2G2dbE8EPichLqZxlH6y/OkzFaKGy766p6ultnWwCjJ3NRWReRH6CapL9EeBxwEGgCxwHngX8PfBLIvLxl7erswEJzGTo16xlNWicPSWaspyu0K9Yhon+Nm2qWnY9CNwJnAVSmvwE4C2XZQwOmzHblwM/qKofynz3SP33dyLyc8DLROR+Vb17pzu5k4iinJeNbG0tz0js7W/sb1xVAc98cvtCpfrVKcNQ+I2xllzKr6+IayFHBmMfKfPxlU7ts+2bpoA2CYeMOraar9NjdIll7WYdJ8bCjDn5gP5x1SN88oG1b84vgFtqB5hdby+D6R2Jaf9N6OafiioUzJjtWVlHpEMpkaf1KqeZOe18+01CO7mxG3KCRn6lMlI1OTOn+Fpy/r6MVCFR0KCclfWRStFpH/0z4Z9tH7KYnsucjDuyzL3EF7iIHAc+FfjfqqoicjPwblX9kIj8IvAi4K/q3V8AfPcO9HZTNE62InIUeL2qjoqrOqhqBF4rIs2GlRZAxWxnTWIRGkNwphezR2yBaRrTtlS/bgB+Gvj3IvJrwArwb+vvXkE1V70cuAr4RVX93W12diI0TrbeBisi36KqP+r3E5HPAW4E/lRV37vVDtShGccnmdSlMg5+LXCKKvPjV7Z6vqDCsnazAfg+VMrXf8qFTt3lQmjsuxyrOSvrrBXzIw4y35dcGI2xGB+W5kPOoNnulxtzU1KEDyvKpQNbPz9YPMopGVjp0qQMn07cr4xbT865/huMgRsL6zPmhOVZaq/VYrMKxeNsqnYd3jJ379C+6X1fLgPzdLi9eGSondUGe2yOofv74KUPc9fJ36tx13+cUH06rrT/QaUKA9PhdO9cuJgfk38mcnZ8C4Hbrs12O0I0qvrXNOiXq+oa8NJL79mlYysWnH8rIn8tIn8lIq+APvv9X8D/AK6rU+Qmhoi8CHgv8CXJtutE5PdE5FER+UcReXFyyJcBt6rqq6mClD9lK+fbCyjCbIqHzxpUp8tzP3NQ0CgT/U0LthL6dT3wX4G3AkdF5EuB9wBzqvqAiPwfqvCKfzVJY7Vd5RZG30DfS+WM+49Uwca/JCLvVtW/B25K2OzvUGWD/PkWxtC32eaQK0ECA+9sP6FgzLGGnEDM9b2D3MQcnVK5ShdHGGIuIcLbBL0gzb0ZwXFv5/WRBamtzbN1O6affFAzlTTSwJdAOaqHWYgd/rJTiUqnbN7OaTbO67Wyw5qH25hpWgooLdECo7ZJK48Dg9TbJnlBu059AW+aZQCbnosUXirSkLJIb8f3gjS5VY9nu95mnq48msRefMpvLsU6INlVRI6ler+Df57SqBmfDLOb6bp7FVsZzWtV9dtV9fdU9ZeorqdQ2UPM4zexzVZVT6vqA0A/9UZEngD8gqr+saq+G/gqoASeUe9yh4g8s/7/5wPv2EL/9wTCDNpsZ5LZxtkc1/SgstlO8jct2AqzXRKRJ1GFfX0R8EnAPwD3Ql/84SO205mavf598nlVRB4F7qo3/TLwTSLyfOAfVPVPfRsiskj1ElnLJVxEqnTFXLRAkyD0kpg9atSL3FRkz/YxYWqo7IonO8ugcUjAuUkMOv2/lyq0vvjU3PQYH/d6PcPHwjA7SY/x3vGUJRn7suiAVVlnnbLP/D0ThZTtDQtpr4Zh+cd0nyaJwlTk2xirv3eepabnbRK6trI794QLLKjQkTBiF7Xr49Omx9nxvcc/Z4f1193ukd3vIRZZDN8zj3GyjPb82/XIsdymtF8fmTJOUrMJIlJQZXJFVR3V+jTo7GUlbmWy/WXgzVSxtn8HPI/KbPAeEflOKg/ge3aycyLyOOA+4E+hz55/fJPDfhL4QiDkhESWlg7wytdcR6dWlooyuKOqVekQyupfjVVs4kYZiRE2YqxiFcvK7hojnI+HKEtlsewQI6zHkrKEIgZiqRwv54mxitu8Oh7ksTfN0yMSVemWRd2OohHW6BEjdMuiEtlQ7Z9nTbvEqJwsu2iELgtohMOx+nxBBdXqPFo/qIF5VKu2o8KRXoGqckw6/faFThXTqFr/CygsxgAK6wRUYT5K7bSALlK3X+1LUf8w7HLv9R+JVKzV/gL1v1JFi3SC0O0KUsDCQkAEFgkgUIYCBJaigMDBUCAB5iQiIkgYtLtEp/pczCEinKRLCFUSiAgclU513iBc7CwhAgeli4RqmwhcI3OIwFznYH97qI8JoUr/PhA6hFApnkm9PQThQmdh6HMR4PCxDi96yXHmQkEo6naKQXuhELSIhCAshqL+XMXndotACKBFJUJeJPlNlrLdq5NMXv2aOxGRJhHeEvhN4KubbtG+rtRQe/huEJGrgIfqie/TAeqQr2+g0oncSXwT8NV1aNmk/fwqKvNDFnPhsfoDr7o7y2xFqofoUJgjFPQf7rVujxDgYtGjKISl0KWoH8yHO6tIEE7KIiHARlEiAZZCBwmC0EXqh/nRTsnGxUgPpbehdAMUHeiE6iHu1j+a+foHHOzHG6AMHUIQDjNHCMLJovoxHpAuItALsf/jsx/7Wliqfmz15yMyjwCrYaGeFISexPr7wXFIJbIuAUpRpP5sk5RtO6hz1balyNJyweNvWkSkYk8eof5h9uTw8Pb6B3VRjva3dWvrVv+FWLdnL8aQ/Ag79b7rcmDou/QlOtKX+sW0QaxCvOpjFmJlC76o1SR11XUdvu0Vj63eJ1ppWmwQUYXl2EUV1inRCD2telm9xKoXWYjVi2qFZTQqC7F6IatWL8SF2EFj9UI9wUGiQjeG6uVY73eorF6ykfnBi1mrf+1zUVKTAdAY+9sfjhtD+5URnvnMw/zdu1eqF31ZkQmNSXulciH2iFE52lusyp/HDWKExV6HWMKjcR2NcCA2235vfPKNnD59Oq+sPymmyPk1CbaqjfA44AZV/TMR+TigVNX3qOrtwMt2smO1qeAWVX3nTra7oAVPLI/1w4h8um7Zg0dYH/rOp8Q+MJSCWv1AL9QTw4NiuqnVkuuvZdixcfRAl7s3Vvizt55pVP2/q659Zn3y/dwqxoVx5ao2pBin4WvtftJHHePJz1zid/77aCh7kynAh4Kl1WPNaWbOL1/BIl2q+iSAJidXmqJs9947qlLH0sKi8HWveAz/7dUPDY25yQSROvV86nDOYVWNfTQ0y4/Layqn5x4Qhvw9TM0IZvJZ/xLlw+/tgXPODtoXLkj17yrDabmr7ndxIYyarqzf2birLWLWmO3EDjIR+QrgDqooAVT1b4AvEJEX7HSnROQZwLKqvrH+XNS2nqlHKGavBtlMpuvOaFLD1ECFGMNEf9OCrTDbr6XSSPi0ZNvrgD8GtpOBMTSJisjHAJ8H/HwdnTBHFXnwfcC2VQV6KKdlrR/Ck0vj9OFVg0qwow4yQ1O6rtdR3QglC2UxxHKMuRkTedbGtf3vLCSqyYmWq8hrMAbk00VzbNazVX9MOg5/zqPM96scpG0B3OrC5mxS9qFlOWeL9TN1XHmkYWxpPwf3d5Q5+2Nt36HKCk5i0a6LORl96F2aouwTNfy19CsZGFwney5GnFyZOSWXNguD5zd9xmz8n8sSK7LRZ+J2/XMrF4N3yo6rQTauyvNWsZeYbe2X+oCq/rKIPJFKdPww8DWTZqBt5bVwS+39T12hNwHXbaGNPkTksIh8HfAY4IUi8gwRuY5Kd/KVVAK/76dyuh1R1fEu2ClBmMGkhlmsQRZnUGJx6qAy2d+VwU31RNsBfh14F3AzMLEA11aYrWVsiYgsAM+mSnIYCb+aBKp6Fnh9/Zfi2szuO4aexMbwFM/uvBhILi3S2+O8Tc+HiZ3vLPTNCP5YYwVpgL8/j2djudCjQWLCMAP3YWrj+mDIjb3PiupqC4eDcpKBXTQVuvEygHZ90sQEGLaBervubf1A/6r94+UgQcGY2Yht2Sb/+reYs4969muVE07GJToRuhR9IRqre+ZXBXZdcqm3TWGBdndTm6p/tlYy7NQwEOoZTnzw9uqcVOecFlwfD/WZbm6V5sMBbcw+NTods7/P207X1T2nt/HH9b+vpJqjPl1Vz4rIvZM2sJV396up1HL+A3CBKoPrfVTmhRYTYhaZ7QyabFub7R7AHktquF5Efgf491TFJM+IyGfXnyfCVkK/1oBvA76tDv96RFV7InJqi53eVXQ0ZD27MOoB9lVLDanNzYtte3tvilPxAIdljvPlOkvabfRsZ9Mx69eitW+CK4bUG+4TBzxLGrIZ1hO/Z6XGoL0YDzDCihbo0NHAaXH22QTe7mfJCNaXWxOW59N1b65rtuVsth7enpyzZQ9EU4YTB1YSRh20ClczacV+/bPaA299tOuVE5TP1YeDUeaYbvOrqdy19PXcjJF7dp9W/LV7tq6R08Vq/+2YS6TxTLyp4m/at5yU5Xaxl2y2qvpqEXkKcL+q3i8iVwOrwFdM2sY4icXrgX8+7mAROUlV/+eKFEybBcxsuu7MUdvZtNnGUgkFZN5BewyypyINROSLVPV/2ud6wlXgc5nQlDqO2W4AP0xlKoDKTqHAPyX7XAv89VY6vdswm61nH+n/m2Iqc6IpTWiSrCuLWFUBYNTGlpPeM5bhy5h4ppiyWd/OiM0wE41gzMciITyLTPvqmdnDAc5RZFm3MUAT5vas3dKZn6EDFmae/ZvKik0u1DHMD4fqcU3Zqo/g8PZdsw3fllzTNOY2HbvhQVklUCVg2DWzPtn19/KPaZ+apDoNuegKu1deWrHJHgvDFYlhNP42JxIvUTgoczxK8wqsKb7cC7+PO3bbQjTbqK67kxCRpwNLwGeKyH0MB6lcRRUK+7OTtDVOz/afROQLTX9ARF6pqj/gOrJANSG3mBAygzbbWTTazmJ1XagFdvYOYWzEHkrXLYGfAx4P/Gv33QqVZMFEGGuzdUIvuaSCDSqNhKlDLiPLGIGxpevd+9kYbc7m69/y19bMJGVUJ+MSy9IlxvWh8/RR/why5UY8jGUYw03ZasqMU/jCkjBaUPKt3Uom0diMSQmmdl5fmmeZLnOazzkxRntdbdt+89yHAVjse68rRn5zMuYnl1VK7z92LgyN1ey818VBXzy780z0fG1jTdu3ezLIYhuOWbbrsyFxpGimsXYvGJPz/PuVhTFqO3/6DDYJgPsstKF96/4uO9uwCdXk2oxllZJu/c3Zj/0z0RRfnvsNzZrNVlXfJSKfCnyyqv6v7bS1lXfcdSLyb2px7+Mi8klUEQkThz60qG225WzRwOonMVtjgtmMRoilEsIUDKwO/Zrk77J3RfW+polWRD4ttz2HrcTZvgz4IaqssQ7Vb+zvgS/YQhv7HiHsufjB7WMGkxpgRifbOC0VKPacg+yzqMK8rmOYpF4DmWqfGWw19OubROQ7qDLHzlPVAZuqn5kp1eeWQLZkt2W8LSfHVTptShzIhdSclw16hfaTGppqnA1VFai02Ucq19q+vmJArr/WJ7/8T/tpy2VfrTeXDuy1XBco6GiRdQraEvQjeweGxmFOKXOgPUkHur9/VwvQ/Jurqgv99nsrRbDr56vr9vcXRx85M/H4NFSDidrA4Hr70C9z1t1EdQ3mdeD0u70WB7L+W/srzqGVwpsPvCMut+T2Yjs5PWGD18n19dByiRzn4gZ3zT06ItyT/h6aHKzLzoGcwpsldrMG2WXCL9V/P89gGdcBXjhpA5tV1/0CVR3ytKnqOeBvMvt/NHCjqv7epCffj5jF0K++mGmLPY+oU2JGYM9Ntu9V1W/zG0XkjZM2MLa6roj8nYj8LPCdqvpPuf1EpEulZftYVX35pCfeLZhSfU660NidF/jwAeYpy2tykOUcV/eGC6wVh1goOyyrjji/mqoZpNtsH5/UYOeD0WoCnsHlAv39eLz4TupIMZZlY66qtXZHQp5yMGZu7X9c/e99SVGNz7+maudFd34vAF92T+V8+y8f9Z8BWJPBvuZ4swB/c8gZmxxXQ807gK4rrwYGbK+snxUYsDuf0PGc9Sqn523dQft+teDFduwae3lPyDnVRqtrNGFcDTVrf64suIYlLjbuOZqi7R25nrHD6EplVGxzi9A9N9n+sIh8OaMxtV9CZV7dFJtFI/xFXZbmTSISqSo0nKEKiT5CVQTyJuC7p2Gi3QsIQfpxtrOClthODywaYe9jz9UX+yHgiQx7gi3ocfuTLYCqvg94mog8G3g+VVmcBeBDVPFn/6u2504FSnSIpaWM1BiHtyv6MJ9cIoR/+3vZRKgYwQHpMBdLFhllOneNYSa+Xc/Cl3T0VvqaUblkBi9J6Bl5LvkjJ3R9SPJC4xZy9XAYrixr7PKDtc354WJwzH0PV2Mr1qr29E1VwsJqrdx/NBnrIzWTfXzNcO2zhZilcpUGs4l7Bnd7MSxqk5Z98eFVhvd2zo6033++atu+rwpi7C+14TaJw3u7bLqvT1Yx5FZV1n+NigQZK67k7c9Nsptp0oTBxrQT4uF7rFLD64E/pErRNQTgX07awFYcZH/MQPmmxSViFpMaZpXZzuKYYoRi7zj5G1GV/tlTHf2vuWAAEfm5SRvYUlmcWUCBcFjnRtJfYdTG5t/ouaqjTYHr9tZP2cBVushiKPqhX6PlTUY9w02i4T6tM7Xzmq3W7Jm3dO8fOk8uUcKiGpo8zmabhAGbs3bWZY4NymwAvvfEG9NcqlNw7y4qopCysL/YqNa51zzxFdXYHqhTlutnfZXB28rYqJdlfN76Y4fazwnpeJu2l63M1THz7C53zzxb9PuYXXmSBAAfYQCjiQh+dWX9z5U/ii6DLMdafbqujcc/g7ljsiJKl4g99rL7T5kCsgeoiht86yQN7LvJdrchbZxti11EjG00wiXia4Hbk89CZVL9/Ukb2HeTrcXZ5tBUZsTe2rl0V4+BiMqRke+WtENXAg/pKo9I2WcOT9Rjjef30Q7GVsYVarTvHuysDvW7b9dNJnvPCL3It32f87Zb/xc4RFeLPotNGZVncZaqakzT7KcmowiDmNi33mvMafjttCaDz3a8/WsM/67usH395sz98B7+nH3U4FcDvjRMymy9gIu3f4+7d94Wb0jlEr1gelP0wIqORtoUvcCB0GkUu0/76RlzjmX7MVuq8M2NI5wUe85B9gWq+vZ0g4jcSKVtOxH2lFFkP0BC5RGeNbTMdjqgU8Zs94p4uJ9oa9wPfN2kbWyL2YrI1wPPUtUXb6ed/YRQzF5Sg4igM6iNMIvwNtu9Ct1jcbYikgsO+Ejg7knb2K4Z4X7gnm22cUVhSQ39aqlJMoBVXWha5lkoVbrM98tXW2LlEgj+snMfnxoex7E4z4Jq/3wGn0KZtuOD9pvqW8FoaJGp71qVAV8XDQaVZQ3n+6aT0bpi1s++KlodbWjnS6+ph9eS7VelTX5Xdk1Tc0GKlWS7ndMrtvkl720ZJTTvHLLrZn0qkE3rfJ3POIaWZNhckAuVS/s4DjkHqI3RTAvnXSXeXHUNuw7ndZFHO4OUhlwihG/HTA52XxajVUYemGFsH7te45ImJkUs99RbIQL/z237LeBXJ21gW5Otqv428NvbaWO/IbRmhKnBLI5pmoRo9hKzBV6iqvcBiMhxVT291QYmnmxF5LFUabnfWdceezzweFX9w62edDdhSQ0DxjB4O3t2lGMIMMwGPDOwNnIpsafiARZCwYc4x2qII0zK2Edag8uHkFlfxtWq8oInPmQnZVrGjnK1tNK+pfDhbjdykDktxo7dpyL7ZIrU6Xi+f28Y2teHysFoJQjrkxdySY/xYXMGLy7Tk9iYJusdWel184zZf/bOR9jc8Tmifcxo6rC/d7lwMW+zbUqmSL+zY/2zmK6Qlp3zbycqNeyxyfa0iPwo8DXAQp1Z+yPA96pOFl+0lXfczwFPohYRV9U7gGMi8m+31OV9jqq67gxSphZTgXJK0nVN9WuvOMiA7weeDHw18AzgBVRz4fdM2sBWzAh/qqrf67a9A/gz4Ce30M6uokvgVDwwVmLxlLOBecaQ2iS9Lc+Hao2cp1CO95boRR1hCsZ4UjbZxFZ8YHnKwJpSiA0py7NzeduvT+AYZ1+0DLKc/c9LNHqbrbHJXIC8D9HLpble2xu2afpQLC+JmO6TS0hIz5uGCTbZgnPhUN72ngsl8/Ahdz6RIIV/JmwfLy+ZSys/VM5xtQRukTNDbaT312zxntX7ceSeL+vbtpkte47ZHlLV57htfy4ir5y0ga1MtvOZbS/GB0G2GAsRZk6IZiaLdc0oqhpk03DDticeLiKfDPw4Vcjv+4BvqEvcdIHXUGm73EClyf0zEzTZVNh2YhmIrUy2fyAiv0clxqDAp1MJ506V2ldMZPM8fAqvT+f0soMp+uIf9ee+Dc7t1wmBY3GBqAPbpCEVDTeYeLj12Sr8WmXWcZVOPRPJCcUYfLql2SJPMhpk75mbsAiqWWlFb7/19umc/dLfB7PrehslDK6DH1uTnTFFU2q1MbYN4ojoi48+8NEnMPp8NEl35tDU/rhEFxu7jwZJ7eDGOP+JCzzQ2Wj0R6T998kN3oZ7WdN1FfQShWhE5CrgG6kKNB6mmnTfWCchfD8QVfV19b7vFJHbVfVPNmn2ehF5PvA2qjTdm6myyh4ee1SCiV8dqnoL8Argo4DPAc4Bn6uqPzJpGy3qpIZZWwvILFYgm03EckribNmWzfYzgG9U1XfXRWu/hSq19klUTv43Jfu+kcm0Df4L8G+o+NOdwP8B1qnKhU2ErYZ+fZBK/eY2EXkqVZztVMHscD7VEUZtYT7NMscIPdttKstiEIHTrIGMpqwaw0pZjGc4xuS8FzxlKD4F18aRE4qxcxkzsX1su7HKNNrBp7VKHWc7TjzcRwd4Ifb0mNyYYJTV59BkZ8+hyV6dYiTVuYaxSBtPTpy8X1LHRW/kViM2Nivv48+fsmUvROMZp+2bY57LZRek4C6Gn6MUdpx/fsbFB9t1txjjnbHZXupx+mtu0/3AGtWEuwi8P/nuNuBVEzR7A1Xp8uuAx9TbnqCqzQ+jw1ZCvz4L+HUqp9hnArcCPyoiv66qb5u0nRaziVmMSZ1FTEsGGUCsWeubH3o7v/9QLlu2jxPjvgQ+HvjvVCYFqAogGB4BDojIUVUdV2Dih4G/Be63qjUickJE/rOq/qdNzg9sjdl+DxUd/ygAVVUReS1VFsUnbKGdPQFjbOM8xU1e8dQu5RmbtyumAihrUjKnRf8YX1LFMx9/LhgwEZMqtBIxqYfe+mJCJN62l7I+O1cTs7LyO6lN0rPGc2GdKGGEqeeuR5MYS8pivfi19eHWYpgVw6g9vcljnt5Du/dNtlWzU89rMZArZJjl2b4mvJK7pgYfE+2LdwK8tXvPUP/t2bsr8ww2Rbr4ckU5qc61WNIrBnasXDSFLxDqM8lytmcvgrOTcbbPPf4Mnnv8GY27Pvddr2hUhhKRAvhcqvjYz6g3pxcuuH+b8Eeq+gNu251URSAnmmy38o67RVV/AUif0OPshMBPi+mGFQdpsecxLRKLWkcjTPK3CV4OfIeqngHurbcdTr4/CqxNkBF2SGRkTfBShufDsdgKs1UReRz1z0pEngT8LJlKu1tBPYDjquod97l9hcoDeIoqZONXtnPuFjuHWTQjjGpFTz+mpVIDbD/OVkS+AvgDVTUd2ncAZ6nqJv5Vve0JwFsmaO5Xgf8nIm+nmgOfBTwV+PJJ+7OVyfb7gJ8GPkNEXgacBN5DRc8vCSLyIqqYt58CfqLeNi4O7suAW1X19SLypSLyKar651s5Z1BhWbvZemIGbz7w6bspmsJj7N90Wb6kXdZl0IaZD3zYUi611GB9sHZzNcL8Mtz3KYWd67Z+LbPhceRScP0+IpXZwJaitycB800B+L6vOQeT39e2pyYIX5U2V/kXxlf8bapgm4Z++fpw1p7XrE3Rd0TWk5s3H+R0Yf11H1eJtwm5+2zbLsQu893BJJbrQ5NpzZtOchq4eyH0C0BEvgzoAqsi8gQqNvupwC8CL2Iw2b4A+O5Nu6P6tyLyecBXUKl9/R7wlar63kn7tJUaZKeBL6pj2G4ATqvqByY93kNEjgO3MBoUPC4O7qaEzf4OVRjHlibbFjuPGSSAM4tKG2E6qO2lMlsR+UzgFxid315ERepeKyIvB64CflFVf3ey/uiDwGsvqVOZzmQhIp8DfBWVfbak8sr9HHDJk63ZSESkHyMlIstUE+jzkl3fSBUH9yfAHSLyzDr64fOplgVbQhQdYospC7C3sk9VHRca5OHrNqVhOifjEkFHK0WYw8bsnovJbVmsQ46MHzel4KZt+tRYLzIzFDrUUAHWSwumfTrP8HVYDT0iYWTs6bk847G+5Spb+NAoG/PZjIPMYHKVnp1mw/Z0+Dtj1T7cbU4HIgLeyegdo7kx++vt5SBzTi9/DZq+T9vxoWUWspWrKDJfLrMkHa6PVjF6OM0ZRldTTeF0TVWqdwK6DdWvWhxrXIdeekkNbxObvuJE5PuB36UK91qlilf7F8D/FZHv2uH+PJ18HNyz6///MvAJIvK9QKgDllvsOtqshmlBjNMhRAN7Tohm2xjLbEXk04F/B/xb4OdUB0WNROS5wM+JyJtVdcsMswFWwvVMss3Hwf34Jn2ep3qJrOVKDy8dCnzsMxc5HzvEEq7dWCaWlZc2llWGzY1xjljCXZwjlnCi7BBL5caNQ8QID7FKLJUywrHeArGEc7qBRuX6uEwslX/iAmU5bP96IKzQywhie3ufhTrBaBKAhXONs+kZPOPpX4OEhdhxFq5lrMYY7TgJQcMRjtKN42tUjQr09Ia2p7KSPkV5XHqrt0s3VSpeyjA3f81suzH3nhweYeaTXFN/b3wasAX+p2haNeXCuPwqwffFGG16z67XQ4QCrpJ5jnQL/mb5YUIQik4kBHi4OE8ohBCEq1kkFMJGp0cIwsniIEWQ+ntY63QJhXBCFvrbznXXKQo4EDoUAW6/jyzqUKwFKlNhczE2hXJvlTLfNjYzI3w98GJV/R3/har+voh8LtVk/K92qD8b7l+YPA7O8NPAFwIhU3qYbneJooDF+YKigEOhIITqbW8PTiw6hAIe0wmEAAuhoCiEpdAhBFgvqoexCLBQb4tFFVJjbfWCEgLMJdEiEeWaa+f45h8Yr10RE5pY1v9fKDuowpoeJEboxIAqXIxH6hIiikaICiEKqrCiR1GFhVj0U4Q1ar1/9behEVXlSJxHI5yTLhqhowFUeQbzKNWS2s5zUcs6nRJQ+MjHLRFEOXG0+nGfp5q4VWGNKg54vl6Sd+sfkGVkPVGq7VfFhT47vj4cHboeB9wStWuPgsAK1Tk36njj5Xr1uF6/1HoSQapjBECkH2XQkxIQ1qVEQr2UlqrMjwgcPl7wkq+4GhE4qvMgwicX1diWpdq3lIiI0JWASBXBYP+/GA4SAnQkICJcDEcJIixIgUj1rIjUFZdFkZBsq78v6jCt9Jno6PBPwZdc36i1oYrEmj6nBbGE+QNCpyuc+uiTxKhslJEY4WIs+6RjriYX6zEOSEhUyhJiqazGkrJUlsousay+J5aUUSl6lYzjnXfeiYg0ZVdF4H9SyRVmYem6s4TNJtv53ERrUNV3imTUpS8daRycZXNMGgdnffoqKvtyFgvhcfrXf7jat1H9fvGh/neeIQxsnlXAubfpwcBG6CMAchEM18eDfPEPdvixVzW89mukdlljJyKVwv65YoMQ4JQeQEKl4CQCa6FHqH+4N8UjhEK4oziDBDiui4jAI8Va/eMWhGrfRTr1RPAoInAh9EAqu58ILEmnPn+1XYAz4WI1AbEAAg8WG4QOvO22R0CE5eT6HGEeAe4M5+tJawEBLsoqCByOlZjcP4bT/UnQrrtdy8P1j26tZsMX6wk8nWLmYzVpr1OAVuxbFS5KDxTmtNOPT1ujrLdV+67Rq9rSi9ULpW785o+b5x1/dQ6NyvG42H9xAVzQi6DVCkBVuaZcRuuDVSt1rdOs1S+9DVThUa36tByrF9p87PT3vZcLqMLJ3hKqSoxVOwfKURbcxMw9o04ZsDHyT/34o1x3wxxv/s3hZKlh2dDhOXKc2JHBknfeV5/nxqfcyOnTp5szhibAZJLc04PNJtt7Jmhj4tzgCbCdOLiZhmrFGDZqecaLfZnG6t8VGdTauVBWlPN0UU1Ooa7D80AYXaouqR0/nF+/UjPQ5cwT/0CwLKpqEly4CooCbn3PqCPlZH347cV5AE7F4fOdrD/fXgy0JNbLagK+q37p2D5Nk0w1jmoiuKq+LN68kDOdNGoO17i4ptz2fjMF2PUYdrjZsUUcrU7xUP1yMJPJ2frfUo3dDxjqaqgu1MZllt+MUadGYnG/MdvjE7RxePNdxqJvrlfVdRG5pDi4rSJne2sSYbbJI2eLtB9sk9ByKpb9/uJh1mSpUaw6Z6P0rKLJK56yGPtx+zb8+dJ2DINCmKOFHg12PWzCeTSAICMxrtAsmGNjfXLvcD3mwXV689yHh47xdl1f9gfSsjvD6bv+ewCcoPk48Rq/zVY1x+OweFBqd/cRI37F5O2/MGqX9mL06Xh8fz2j7duZGY15Pdib56B0RyI9ckI3TRKdOfEa/0zvRLpunLHJdjM76BeLSDnujyrId8sQkcMi8nVUCjovFBFLfn4FcFBEXi4iP8gW4uBa7A6q5X8bjjANUJ0OIRqFnUrX3TPYjNm+m0r7cXSNVGGOStt2y1DVs8Dr6790+xq7FAfX4lIhZAI/WuxB+IKPexn7zYzwclUday8VkT/ewf5cdlilhtyS0ZZWXlfWllpegxWal+h2TLp8PSvrlOjIPr7Kw/kxYT4GbwYZqvjL+DCocQHsg1TZ3tDncUvHk3q4dmasjIx5OePgSWEpy7k++CoIlgCRmin8kr3JiTNOb9aPMfds2FhvdbXIfFhXCl9HzN/L3Hn8dbb2UyW18y7JJmfe8m3ZuT6k57mqkKwCnKHpetj18uaLywOZOTPC2Ml2s4l20n1azDaEKuSsxd5Hpfq1273YHBaaOEvYaqWGqYdVavAq9DBgCp4t2pvc2JEJisBAdMU7E4wdpAr/VoW2iSnnxFJ8dQU7xrOz3LFNTC1lPJ6Z+VTYcY5Ew7mwTq/UPtPJOYt8H2zfnLasZ4Le+eiTKtJzNjmPUvhravfTpKGs/XQVsuKeBc+6LV14XH/NYXU+EyHRVK23ry2bCQf0jjbbnluNWB+eWB7lYJjjgTAc+jWUeivDrNevxDzTTb8bl4CyVWxHiGYvYt9NtruJECpmMWsQq4vTYs9jmio17Deb7czCMyEYVZv3b+lBmNcgJrTpTW6hTLd0B2XaQhBiHJynKdU0tc8Zw/GVfj3ScRhTe8CxyXFB6danpvZzzLkvsVh/nqR6rGGSfZuC6XPM1sPbq3O2SWPr3kZv5y2Qxphcz7pzffJMMxfGZbjKhaONg78efmw5G26fkesqq2HwfI2TGN3sOufs1Ha9txv6pQply2xbXCpCmL2sGKDSoWmJ7VQgRqWYIiGaWcK+m2w7GrhKF/usMieU3PRGz9kfmyT3cpV4T3GATgyNQegmIXg+06ecODXkxbe9lJ9HanNtyp7yMoE5icUhVqR5W2FTsL61768BjNqRJ2GpHtYHWxEsJcklFtXg7dHXjqkBNy5SIW0DRpNjfJKJr34M+ZVW0/l8VIkXKzK2nVs1rMZVQpARgZ3cCq9JRDwnWG/YsRpk+y0aocXOojIjzB4FlBlVWFRl5uqrTU00ArO3Wtp3k+2q9IZYYE46MFflNt2eskFvV/SsOH37WzSC90anIiAexsh8iqqdx2x8aRSBjc+8yk1xnuk276H3rCYXYWDnnKOo7WslHk3REt7TndMu8F7vnN24Lyzurru3QecqInsG7aMTFrTDhbCBxmZGm6uibCWG/ArDr2huTdik9SUXyw3DqwXPYO1Yu+/2ORd1QiSb1JDebxuLL73k+5+7Z+OqVW8VrRmhxSVDZtVmO6vQmSO2U8NsUSjLdrKdanQJnIoHsqIaPuPHC9IYnta7qv9/e/t7NpZr/7HFIhsxjth+V53dN4W3i9ln61tOKMaYjxeRztlHzU7cZKfzKlfpvsasHhOWOVdrw3r4sTatAFLmaSI4dt3HlSOydu2e2P3IlasZtH+o7ktnqI8Gu6afzSL3FReG+LpvL+eR9/1tKqGTrkZs5WCM1mf9pffF9vXXcFz5pr5IfNllLhT9PuQyA300jvXFR5Ckz2vf71D/u+1oBFpm22IbEKEv4j1LmN0w29kbVIxMB7NtHWQttoMQZlewRTFv0uxAdfYSNuK0CNG06brTjw1iNswFUofV8DLWYEux2zJLL9/G+czy7ypZoFsOghxtyWWOrJyYtdd/NZjzZdzS0S95/fIZBkvmfl9camYufGikn7Xjz6ecQj4ELu13zkzR5KzLjdHMD2/t3jO0ryFrCrIfcT3neLOLtdHVwGHm6KmOOBLHJZtsVq/MkEsV92MeiKIPwsRyVXNh4Niya5He/74WsD5IGeLAbFOz3JyzyzvCcmm6hp0Wp1FmT8923022uwmR2XSQyYwx2j501ri6mRGmY1Qts50R5NiS/d9Yo6+KkJMoNPgAfEPKAqSqodhnAcYmjbUY4zydlHVbdLfInzsX1uUTIOw7c74sJW36vlh7PgRpfCmaBebLObSszpOGqXkHn08Fzd0H70hqCkdL4Z2bBmO0KTM0FtqUvmxtlChLdNlIfvVN6bo5URnfp0nG7J1Ptj0nVWn3yO63Z7SpA81WMKfKBboSxjq7DONCvdLv033s3/ElTSdDm67b4pIxq0kNiNQ229mCzp4ZemocZK3E4gygSGplQZ7d+LAtz6hy0nLWpqV8+hAkgKfJEebKYsRe1hekCRnpPRkWL+kzXR3ua46ZmI3Wi6V4gZq0/z5ZwsaaJl54AZ3zss5Zevxl5+GhttJ9PKvztuEUTYLcORZv4/ahX56VPZi0Y2OxMXqWZ597xH7FXy+p6K9p7jny+45LM/b20KY6YGk/vY3ZYGM3XwAMrqVq5SDzMqLpc+rt9LmaaX48mxXPvBS0NtsWlwwzI8waZLZ+E31onDliOzXMFmbvt7LvJts5Lbg+HsqygiaPsGdUKbP1LMyYlf8e4H3d05zSoyP2OF8WJ4emwPgco2qq+GvIib4Ymux0ueqrngHlmJvvr2c+uXH4KsO+L7lgeosQGVkBuDZhkERy3tmnPQMtVEZmW39NvV053WYrAM/6rs+kYG8WwZCO2d/zcaLeHgtlh04IYysKG3w7fvWTK09k1/JiY6uTo51sW1wyTBth1iAym/HDyuyxdp0S8fA29GuGMIn9zODjYe/NCIh4FpyzYX0UhzlYzo0wQ7MdNsX3pu35aId+WZkxsonjxLc3E4rOxU1mvfibzLXj0mfTfow7dpyQjrdZm63b4kvTCA+zqxsbNgbqbawoHNAuneRF0hQZkbMjGywSwu6RSS7mxmPXx5dtGipbM0YEHvKxy4Z7uEAZ4sjzmo7HpwpvJlaeHm8rxpvH9nACKJQz9v7et5PtbmBm42xnWGJx1pjttEARdMYs5u1kewURgqCzGPo1o5hFM8I0YdZ+Kvtusu1J5EFZHbsUa1JTsuVZLh21KfEhXR6vhR4XdbCEGwnXqllvzkxhaKoYkI6nv2ytl8OTLNH9srLvtHNhXul31r7I/JAtOu2LVyfz6afH4jwA9yRj9ipTPkxp3HjMFGNmA3NCPX/92v4+vzd3z1Bf7F55lTQUPtB5lPPFQPerqapxLvSufx/r+2rnG3dN7X40VeZIz+lD1ZocZ0Njogp/HDVtDPriTVa5asBNx+wkZmyu3X+T7W5iVkO/gNn7ZVCbEXa7E/sUlYNst3uxs9h3k60J0eRCjjxj858n0cA15JiOZZA1OVlyYT+eOfljVjLM5FaXDODHmnPm+P4bs8oxdHPoWTsXpeRCUlkgZVRe59dg13SV0XA6E1SxY33l2bR973gzJuu3/3H3gZFjvHNtVFRGOcQcQUcrUOSuu4dnnk2hbMPnHG7f+piupvzqxj+DuUSR9FwBGXG85RJRNhMCyoXr7SRmzUE2BUEgs4OZrdQwo/SvdZDtLnTCv3EQkSAiV22y2xXBvmO2lq6bC82yYHf7rqkOVMoum1hqTqxmSTp0YhhhCt5umh57XBcAeIBhBjounMu3Y0wqx3iawtzGjc/aM9Z1QhfoxQ7Xr1f22d+av6u/b1/az9VQ80j75uUdfWps2uem0K9xFRVsLHZtb5czQ/vaeTaInJN1zkrCbB09GZfu7fvSZPsch1x1jaaEFjvvSUavSZrEENGRFce4RBf/zNlKo6mW305A6Zu6Lxki8iLgNcBPAT9Rb+vW2z4E3ADcrqo/s81TTYR9N9nuJmY19IsZTWqgLx7eYjewnSdKRI4DtzAqQPb9QFTV19X7vVNEblfVP9nG6SbCvptsA8KSdrPi2J4dLTumOxL0zqhdzksTprbI+zo9FhmtQWZM4mm9igW+qzNggd6+N84u53He2f2MlQ3VIPOpt26fcYxlcL0OgsJb5u4dGg8MEjQ8Y/aJIil8ddhxfWhKb22KqoDRa+cZ9CBdN3BjPMT5Mo4Imk/CnL0d0zPeNKXYUrV9KmzO5u0jPJr8BinzbUpaycHbi/3vIpcG3q8gzM6Ih8P2mK2qngYQkX6GkIgsA98APC/Z9Y3AtwKXfbJtbbZXEBKYSYnFWeZ+LbHdHVQFHyf72wKeDiwC70+23QY8e+d63oypYrYichD4JmAJ+F1Vfft220yZZyojCKNxl6sZW5sXirZjjOGeZ9D+snSZj4OyOD6O0RjtuJjWJpHptO/e1uzbSsvimC11M9GRcehKYI5irMyeZ4K+/+n3nnkuuRVGir64tosU8WIwaZ98X/wKwD6HJDffi+P4ONtx/W8SiLk9nBkZj+2bE6sx2GrB3yNvyx035qbzpsf7VcO41G6/AttudV2gX9X4ffwR7+OPx+16YtyXCU7V/55Jtj0CHBCRo6r6yNZ6uDXsyclWRJ4HfBpwD/A04KdU9R3Ay4EfVdWHReS/iMj7VTUvbbUHEWa0ui4zKrBDG42wa0gdZE/iM3gSn9G470/w4nxRtlFsuH9hsLq/7Kv8PTfZ1mEa/w24TlV7InIj8IfATVSGbXvV/znwUcA7t9J+6omFYTvaSAaRwzghbYO92XNF+R5XFKxqb4TpjLO1+Xbs2HF2tKaiezlbW5Nn3LaPk9MzlndWLvJAIvSSi+P1YuHeVpse473pnrWmdnafXeZZWC6aoilG1scU94h8sHiU00Vv5Dw+0iMXLeBh7ZrQee47a6dfxqY+b1rWxwvn5Ni7R9q/Eh0bEeHtxN6Ga/cuPZ+XiNwJZnsZeMm99b+HqRgtwFFgzWy8lxN70WZ7PdXFsF/HI8Dx+v8dETlW///TgduvcN+2hTCrDJDZHJe24gi7ip2Is3V4B3CWirgZngC8ZdudnQB7cbJ9D3AX8OsichT4j8Cr6u9eC3yziHw/8NuqetYfLCLz9d+e+5XMag2yvXeldwitGWHHIRUWRWR+3H5mRpjkbxP0nSSqug78IvCi5PsXAK/fyhguFXvOjKCqGyLyWcDvA/8E/CcLOlbVM8B3bdLETwNfCITcfLu0tMx/+M+PI0o16cXk3djRE8QIsYRYKhsxEkvoxUgZQUohlkqIUu8DZ+kSIxzszRFL5QI9YqmsxgPEqJzoLaFRiRHmbizpdoUF7RCjorGKTohxEVX7P3TLAtXq/9dpQBUWygJVOFTOoxEeYW3kc9SqxtQ5rb47ELvVuWuv7ceVR9EI98j52pOrLMQOqtr37B7W6jxLsYMqBImgilKisfoR3BiXAdjQHigsFAUHOgVHutX1flBWqquqygXZQFW5pq68uybV0vRgvRS9r17mH6Bb3//m0KPUhGK3dkm7ILBSm+GsneW6/WtYQoAHuysgVdH1x+gBROCO4gwiwseUx0Hg7uIcCCwREIHQgRsOLHNktVeXkhFE6glYqvpk3UIRgU/U4whVxMnDxRpBhPNhAxE4RBcJg2M/XDxMELiBRUKotq2HDiJwjZxABB4sVghBWJACCcJGKJFQlbS5WhYIARakIAT46HCYEIT1UBIC9Iqqb4fCXNV+EFaLDUIQNorIseNdPuOrlykKIQSp2goFoaj+vxg6hABaKBKEooBQCPMhEAphoyhHSuuEOiYlUi08X/2aOxGRpvjECPwm8FUN3wO6rSKiInIYeDHwGOCFIvJOVf1L4BXAa0Xk5cBVwC+q6u9e8om2gD032dY4DPwxcBD4QRHpqeqPTnKgqn4VY27iklyvb3jlQ1l76cm4RCio/oKw2ukRCrgYqn8PhC6hEJalQwiCFHB35zxFAddzEAnC2WKNohBWih4hCD269Y9EWD5RMjcnnHu013/Ipf43CHRDIASYl9DfPh/mqx9A/aNbpksIcLIIBKkmFwmwVnTqH3P9wxRhXkLVz/pHvixziMBKmOvv2xFBJJ1EqlCujlQTzkY4iE0y9l2RHANw7GSHm5+2yPoLKgXSDTnS/66sX2qLdEAqOygCXa1+rRfDUWDwGRm8ALv1wmsjx1/q36H9yMt6g0UQmFnDPm9Q9rd1NaDAKoeql5J2QWGVA2AhRcC1j5vjc7+iw/pFrY/V/gvHklNW6hfOgdjtv8DWdAlV5aJGVKvzxTh4oV3UkhirF1qs3mVs1NsOxi4aYUkXUFWK+sV7UaV+OdN/URex6kfZqwjBaozECGvaI0blYhn6L/RH9CKxVM7pBh/38cv85dserYlF9VJfKjv9/x/tLRBLOKcbaFTKmnwcKxeJpfJBfXTE0esjIG588o2cPn16OPh5ixhVpJgc9ar39TjWqqprwEu3069LxZ6bbEVkCfgD4GNV9X4ReQfwYyLyJlXdto02ig6F4AyFsQSqX1IdObV00ST4TAZwVFzGHrK/d+m0htU4OOaJy/N0u8rf/llVoakpMWFcOrCFBHkHSg5NIUgpfKpwU/pxTq7PmOfTXjLH+//uAmt/MyrU41OHmxIVcuFEFj7nRXFS5+BAqKW6Lrd07x9px7ff1CefoPJN33odb/+lVR65vxxJUfYhd7cWd4+cs+ka5sLqNgvNyjkon9GrkqPuCsPWtMHKYMAM0+u+sabcftvq0Hnn4mAq+Kui8hXd5ASB/lHODvXFnkUYSFpa33za1laxE+m6ew170Wb7MUChqvcDqOpPAP8AfOxudmonIDMa+iXMpoNsVjUWp+VeqehEf9OCPcdsqSIM5kTkOlW9W0QC1SP/nstxMmMHMAgg92Es9oa3kJ3bEubWFLZl21MWfa6oNASaREByaZ4+/MYHuY+rkurZ6lbCfSZhxTa2o3qQa0vhVjkP5FOgffv+OuWO8WFvNp40TKwvJlOcG2rXC6jnVgA+XMzSZ62PHQ3cVZzj/mK9v832GRfi5xm5Xy34vqXwguY2vrSGmrWzmbhPugJIr7toZaKKMV+xuEkK0id9pLXyLofE4qzxkj032arqI7Vazw+JyDuBq6mcZP+wy13bNkKAXj65a6pRVQ2eHoYxKWZwSEBl593rkTGzaEbYc5MtQK3Ac1mEIbx4eI4d+DRFe8PnBMG9Dc8zwpSFHWGei73IkuZFTXJC3QafSuxZU3qezURThgLk63+bmGxOjGS0PEqPM+HiWJbdVLIll8rq03PHlZ7xKbC2rxfHHmcf7af8lsMMbl6LkdCvnIA5DDNzn1rtbcTWt9xKwyeM5J5Pb9/2q4WcLyDtg5RwigP04mCVlfYltbmn5xv3TNg+xuovjvRg6yi3EY2wF7EnJ9tZxayWxRFhJsviMJsm2yqkby96axJUCQuz9VDtu8m2SyXenfO6e0aQEwD38ILQnl2kb3+RhSE926ayOCm8/c/gbZ05lvG89ccC8Oa5Dw/1LWdnbBIbOVsMs7MUNsYOR5hLxG1yLNLbKb0UZTp2L/bSJIiSjsmn4NpKYEWbBbs9i/Tn2UCrfsfBsU0i5blSSd7+vVnER7rNM/a0/03p2Lnnx5CuJC7GIxyULhd1UKIpvWd2b+w58fcjt8Iw2DE3N+4xOVozQotLRghCnEFqKzCblF11JjPIpqXcj07axyl59PbdZOtttuPgRUZSu5yhSUwmF0vpKzV4j7PfnsKzIe9FzjEfY7SGcZ5/g2fo4wob9mM0KVjUzghzg8H4rWS5SZR41pTeDx+L622eaV/6xSDr7wae8opB+8iStD3Prr284ZJ2WaLLskpjn3IYxN4Oj9EX7UzH4e2wuWfNo8k2P27My9qlEwMrRY8ViSPfw6iIeu4Z87g8ZXGmZBadEPtust1NzGzBR6aGXGwZU0AAt4wYp4PZztpPpZ1sryBm1UHGDDvIZnG2tdCvvYxajWO3u7Gj2PeTbbqUyy2DYZD4YGE4ueWUd1rknAi9EFnT3ohJwDs2hpaomtnG6JI6NT2cd+YCv9zM1f1qqqB615hgddv3TLjI3eE8KzK8HIfBdbnNjdH6ZkkCQ9ev9pT7KhW5SgH2nTd79Pep28otc/2xBkuFfqo8hkfCGg+E9ZElujcf5TSO/TLc9smFj/n769vPhWb5MfmQrNQUkR6zpod5sFjhkdAbcYbl2t3MLJL2byeTG1ozQotLRlWpYbYeIKht0bvdicsAnVVmq7rnQ79gCw6yKcG+m2znteCm8kifUaUpk01B+b5CbE7UxDsRrAJqGpS+HiLn6Y2EBI2rHWUM8zzDjMEz5zRUyFcpMCbimS6MsiE79kGaYWnLb+3eU29ZBs2Lyfhqq00Ot/TYZ21cCwzY8DjHjL8ndj+ato87NocLYYOzst4YHmbXL32O+hUU6s821lyYm4df9VjfUubvWbZXOPFhe+kxUNlsb9TDHCvLfp9ylSxyY9sM4+7VVtA6yFpsC7PqIJsxAtLHLKYgg9lsd7sXm6NNaphymMSiVTYdJzvoRWByzNAf41lSastblILF2AGG2/fHmh0NBmwoZ7tLkdpsn9arWPXdRWU7bBJ0gdHwNj/mXAqoMVq7HidY5CPKwH06KvzQZF/09tgUA8Y83N+czbZJxtBvvzmxX76r8+BQn3xasOFQnON6Pch8uThiB/cri3F2ZEOTlGPab/+5qeYcjFYF9qy7ScIzRuWuzrDAToolF0bnnw2/Xwq7R3u0BtmuYt9NtrsJCYLOoM0WmEmjbUVsZ4+3T0e6bhuNMPWw6rq5oHHz0hsj8N5jQ05I20cs2Bv+1mTfj5NTQ6Ffxgy8DTTH9rxttYmNwUBu0LOxnK2wqYqut63mbHrWl1VZ5oxczNqpm2QkvRhLzm7aJBiTMn+fxmxjvbY+j7HYezIsr4l5Ds632I9H9dfDM/7c9fH99vchHV+TbTnXvheQN4xjtCk71ahczRLEbnbFtFlEQW5lN05E6VIRp0irdhLsu8l2NyECs0hsZUarBs9qNELUyn+wl9E6yGYAS9rhab2r+p7u5cwb3RiIjys05FiMRSx4W2TKXtZD5JyOvvmN0XobYgrPusZ5fS3S4gHJi6aMSxM1jIsbzp9b+9cg972dx9tdx4mxLDvbYW7fnB03PSb32VYSxnqNkXtWNqeBVXqcl42RlYX1LWfH933x8dTj7rOxUmPv93JhpG8+nrkvEVm3l2s/PV4jrIceK8m4xkVI+HFZu6kdfJLIka1itqbafTjZ7iZCYCZttjKL9M8wg0OLsaqau9fRMtsWlwwRmcnlNrNqRmA6NAS2Cp0CbYSq7upsPVT7brJdk5LbijNj1f+bwpXGqR/1nRINJZ6hYrYpsfVJB+N0QpsSH3IOCVsaNpkIJqnq6kPCxlX87RFZYzQNeVz/belupoec08unudr2XGrpVlSnzHxg18kcTb6PHQ1clGq53RSKlbs+A/WwYZNSTu3L4Ot82Ri9SQWaKz34PqXfp/d8Tcux0QhN19KfLw3R88657Yd+aRtn2+LSUUksztYDBK2DbNoQI3vejNA6yGYAQYVl7Y4EhMNo1QVDX2+2Zq3jnEU+FCtlMcvS5Vi5yGnGB6znmI9nqT7QfOj7mrV4tjGOBTYJueScan7bupScl43svnZ9PRP3lYzTcDd/TX1Nr1zIVBPzz9XL8tv89bB72NXAMV1gJRb9tOOmJJBcOKAPGfThUbljfKjduNWCH0/Tisxvm9PASp2GbOPKXVN/rK+2kR4zST+3BGlDv1psAzOd1DCDaJnt7qGtrjsDsHTdcezCYCzJ7IrjgsWbBGlSrIXeSBB+uu84W54/X9P36T7GeLxNOD0mV4Mq1/44OcB5Cg5ol+W6GkPKUj3bGum/jCY1ePvlpIwt129braRp0032UFvB9BNTWGKBDovoiJ3U37O0H/ZdU3puP5QwsZva+H1yjGHcs+ErQFjSw2lZ6++b+ig0DlS/ctd2s7TccWF7O4nWjNDikiFSsYqZw6yKh8NMMltVCHs8HKFK152tH8u+m2ytBpkhx4y8QLS3w6aec2NJk4htH2KOx/YO8jbJM6vNxGZSWL+XM8zTsyNjdeMkBT1L8TbW3JjtmHUi59jgkXCxsd2mCrM5xuaTGcalG/vvfASAXct0ReETEXzVWLv/i7HDHeFB/qFY3dQmnMLbgn1Shj8PDBi+Z7S5FYGPavB98tEV6T4n4xILZYdl6XBY57LPgo/+8KnnubTgna5BBi2zbbENhFmVWNzbJOmSUVWhnb3BTQOzhXaynXoUCId1Lpum6N/OvuTMgN0MLpu95b14jB2TsuKOBOa1aExHzYnLjERNuPjInCiIL99jDGVcVVcfd+wZTzo+zwwP6xyPLQ/yQXlw6Pt0n+ZKtqNSi03RGTmW59nvpmVyMvDtpoLnx3WBU1Ea45rt/LaySdEkYO5tumkfmphzKgS+WXx27jql53wqXRakYEm72etiz4v3UTRFt6Tt7xTa0K8W28LMFnwEZtVoOwUEcMuYhmgEgLj3u7gl7LvJdk4Lro+H+m/vcZlLXrDEWFjq5fVMJyczaFgNh7ibc30hEYO3Z24u+jLKmnI2M89AfMxr+t04j7+Hj2roBWUlKfeTK9HjbdmDSI/JS67kxtrEOP3nnHhQk2CMje8CS1yUkhXZaBQ7bxpf2p5FB1hUi2Hctfbsd5znf7NnJO3nYZ1jPgY2wjorSWx0juE2ieXntm/F3zAJFKXXOshaXCpmNdNqZqE6k9EIUfc+Y1doxcNbXDpmtQYZzOZLZEZzGqamBllrs51yrEvJXeHR/rLJ9EJT2NLKq/v7kCfIpZYOLxWXnINsIXY4GYeX7obc8tYHrjf1NUVT4kOuDR+kb44yc8jknDB+zKVE1qSXTY31Dh+fJJHTXm0SCcqFgDUlAUyi0+odht6c09HBjGQmJu/syt0zH5bn+5YzhzTVEculA3uYKcybOHIOrBXZyEos5vY1XWSr1+fP5ys+7zS2M9mKyGOA/wC8G/hnwH9T1b/YmZ5dGvbdZLubmGUzwqyOa68vty8F0yGxqJRyactAqeL1/jfwalV9k4j8b+A9IvIkVX1kJ/u5FezbyXacWr6xlVxYFeRDs3yoTs5xo6Jc0I1+1VsfSmPHpqFHTaFY3vmS1qPyoWXe+WVOvKp/lbPOOwc9o00D8H174364PunC2pmkKoXfx6elwoA1esY5riqCT1KxsC1budg929C4qR0hV0PNnGl+JeRDttLnyz9r40K/fHt2nnFptunKohPDyD3L7WtOv9SJDKN13y4HtmmzfTbwZOAtAKr6gIj8LfBVwI/sSAcvAVNguZkdyIxWapjVdN2ZtdkqhD0e+qXAusSJ/jL4VOBOVV1Ltt0GPOdK9L0JorO6/mvAiRMn9IYbbti18995553ceOONu3b+y4V2XNOFyz2uO++8U0+fPn3JZE5E/g9glPoEcNW406nqxyTHvh54iqo+M9n2GuAFqvrUS+3TdrHvzAgPPfTQrr7SReTC6dOnL69c0i6gHdd0Ya+PS1U/exuHb9R/KQK7vJJvzQgtWrSYNdwLHHbbjgL3ZPa9Ymgn2xYtWswa3gJ8hIik89sTgD/apf4A7WTbokWL2cPbgTuAfwEgIieoohN+ZTc7te9sti1atJhtqKqKyOcB3y0iNwFPBb5YVe/dzX7tu2iE3YaIXFDVPeuYuFS045ouzOq49jJaM0KLFi1aXAG0k+2Vx2/vdgcuE35rtztwmTCr92tWx7Vn0ZoRdhgi8hzgmKr+z93uS4vJ0N6zFlcCLbPdeRwAPme3O9FiS2jvWYvLjnay3XlMXnqgxV5Be89aXHa0k+0EEJEgItncbBF5nIi8QkS+RkQeW2++TkS+U0TeLSLXbqW9hnN8oYj8oYh8m4j8hYg8T0R+XER++hKHNPOY5BqLyGIdgwmb3LOGY8a13d6zFkNoJ9tNICIvAt4LfEnmu38JvBF4k6q+QVU/XH+1oqrfA7yVSoFo0/ZE5DEi8rp60v5ZEfmk5Ou/obIp/jBVwPa1wDcDz9+BIY7FuH41fbfbE80m9+wPRURFRKnSOk2hfNw9yx6zV+9Z3bdCRN4qIs9Ktu3J+7Vf0CY1jIGIHAduAa7JfPdc4CeBj1fVf3Rf2w94DVjYrL0JxI4jYFUiLwIbdeD2Zb1/4/oFnBnzXX+iEZHrGEw0H86eaGf7PO6efQzwLuA76k0PqOpKNczGe9Z0zJ68ZwleCjwlGce4e7lr92s/oWW2Y6Cqp1X1AWCo1o2IFMDrgJ/OTLRbbo+M2DFgYse7iXH9GvdddqLhCrzcx1xjgJcBF4BVVX2nqn5ogiabjtmr9wwReTZwO8O26D15v/YT2sn20vCpwI3AKRH5DRG5TUS+q2YPH0clgnEN8CSqVMFJ2hsndvxU4GRtS7we+FgRuRE4IiIfvUNj2mq/9qRAcxPqF+RVwNcD7xORPxARU4bK3rNNjtmT90xErgaerqpvdl9N1f2aRbRvrkvDU4FV4DtU9W4R+UgqG+HfqeqPMCi98bkTtneKalme4hHgUwBU9X9TLQEBvjTZZ4HLi3H9unvMd36iWUgnGlX928vZ6RxUtQReUL8QPw94A/CzwBc13bNxx7AH75lUKlffCnxn5utx/d1z92sW0U62l4Yl4A5VvRtAVf9RRP4v8ELgUgLj96TYMeP71fjdLr4cNkW9PP5tEVkD3iQiS6qaL1085hj25j37d8AbVHU9891U3q9Zwm7/mKcV9wHLbtuHgGOZfSfBnhQ7Zny/9mqfJ8UfUNliD13iMXtx/N8I/K2IrNUvhuuBPxSRN7M3+7uv0E62l4b/R2WvTSfcBeADl9jenhQ7Zny/9mqfJ4VQLasfuMRj9tz4VfUmVV2wP+Au4DNV9Xnswf7uN7ST7WQo0g91BMKfA58PfVvZJ1HZ9LbcHntU7Jjx/dqrfTYMXWMRebqIfL2IWM3urwd+RFWz5VknOGavj99j2vo7c2httmNQe55fDDwGeKGIvFNV/7L++suB/0+qrLGTwGtU9T2X0t5eFTverF97sc9j7tkp4LuArxSRNwJ3q+ovb9Jc4zF79Z41Ydr6O4toVb9atGjR4gqgNSO0aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2aNGixRVAO9m2mCpIhSOZ7fMi8vRttnt0W51r0WIM2sm2xUQQkX8uIu+Sqsrsr4rIf5eqEutLJy1iKCILIvI/ttGHw8B3Z7ZfA/wv4LWX2nYtEP4SEXnKpju3aHEJaCfbFhNBVf8UeFP9/y9T1a8Cvgb4YfJlWHL4YuCLLqUGV10P7L8DP6mqZ1zf7gN+c6tteqjqfwW+RUSu2m5bLVp4tJNti62gl36oa1P9LfD8CY9/DvA+qjLbW8XLgHfWE+vlxI9Rlahv0WJH0U62LbaLo8DaZjuJyMcC7wF+CvjynN11zLGBquTLm9z2fyUiPyEi3wK8wH33EhH5IRH57drssVBvXxKRHxORbxeRv6vNIm8QkeMAtSbxJ9U6xS1a7BjaybbFJUFEChH5NuA64IcmOOSrgF8AfgnQ+vOkeDJVPa2/S87/icDXqupLVfVHgXcl330s8CxVfTlVNY1nAt9ef/0qoKeqrwW+pN72E6p6Ojnf+4Ev2EL/WrTYFO1k22LLEJH/SlUo8JOBp6nqb2+y/yGgq6qnVfUcVSmWb6xLhE+CxwErqppWh30Z8IfJ57uT/38NcFREXgW8kqokzIH6u6dTVyhR1fcCDwOlO98Z4CMn7FuLFhOhLYvTYstQ1W+qzQDPppqsNsOXAzeIyM/Xn08AjweeC7x5guMXcPZi4KOBv27Y/0bg91Q1Z3v9M+Df1BMxwO3A37t91tha1d0WLTZFy2xbXCq+Frgf+B0RWdxk33+uqs9T1a+s/54PvBv4pgnP9SHgoKsMex64uWH/01Qvgj5E5OPr//4A8DbgO4B/BbxIVf1EfohhptyixbbRTrYttoI5qOy1qrpKZQ+9AfgFMwmIyGNE5KdsAhaR55DYUxO8AfgsEXlC7jiH91JNro9Ltv0O8MUi8sT680dSmQ7mgN8GPl9EvlVErhGR51JXlaWyFT8E/AZwC5A73yngnZtfjhYtJkc72baYCCLyLOCF9cdXichxVf0g8KVUk+6v1fGzjwU+FzheO6p+HHhCnXhgbR0DPgoQ4A0i8vj0OH9uVV0Bfg34lGTzjwC/CrxVRN4MzAMfAD6NarL9TuDlVKFmn00VDwxwtu7vn1NFR9whIr+e9O0AVWXe393iJWrRYiza6rotpgIi8hjg54HP0kt8aGv2/ZPAK2pHHSKyBHy7qn5P/fmVwAdV9Td2pOMtWtRomW2LqYCq/hMVm33ZNpp5CvB5VA46wykqJxki8glAbCfaFpcDLbNtMVWotQserU0YWz22AL6PKjriUeBO4H9Qxf8q8GxVfcvO9bZFiwHaybZFixYtrgBaM0KLFi1aXAG0k22LFi1aXAG0k22LFi1aXAG0k22LFi1aXAG0k22LFi1aXAH8/xN0H2sdxWdEAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from astropy.io import fits\n", "from astropy.wcs import WCS\n", "\n", "h = fits.open('pg1553/ccube.fits')\n", "h.info()\n", "\n", "wcs = WCS(h[0].header).dropaxis(-1) # load the coordinate system, drop the energy axis\n", "\n", "counts = h[0].data\n", "\n", "plt.subplot(projection=wcs)\n", "im = plt.imshow(np.sum(counts,axis=0),interpolation='nearest',origin='lower', cmap='plasma')\n", "plt.colorbar(im, label=\"counts\")\n", "\n", "plt.grid()\n", "plt.gca().tick_params(direction='out')\n", "plt.gca().set_xlabel(\"R.A. (deg)\")\n", "plt.gca().set_ylabel(\"Dec. (deg)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we look at the sky map of the exposure" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: pg1553/bexpmap_roi_00.fits\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 56 (100, 100, 29) float32 \n", " 1 ENERGIES 1 BinTableHDU 13 29R x 1C [1D] \n", " 2 GTI 1 BinTableHDU 18 3066R x 2C [D, D] \n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: FITSFixedWarning: RADECSYS= 'FK5 ' \n", "the RADECSYS keyword is deprecated, use RADESYSa. [astropy.wcs.wcs]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "exp = fits.open('pg1553/bexpmap_roi_00.fits')\n", "exp.info()\n", "exposure = exp[0].data\n", "\n", "wcs = WCS(exp[0].header).dropaxis(-1) # load the coordinate system, drop the energy axis\n", "\n", "plt.subplot(projection=wcs)\n", "im = plt.imshow(np.sum(exposure,axis=0),interpolation='nearest',origin='lower', cmap='plasma')\n", "plt.colorbar(im, label=\"Exposure (cm$^{2}$ s)\")\n", "\n", "plt.grid()\n", "plt.gca().tick_params(direction='out')\n", "plt.gca().set_xlabel(\"R.A. (deg)\")\n", "plt.gca().set_ylabel(\"Dec. (deg)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "... and the energy dependence of the exposure for the central pixel" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "energy = exp[1].data\n", "plt.loglog(energy, exposure[:, 50, 50])\n", "plt.ylabel(\"Exposure (cm$^{2}$ s)\")\n", "plt.xlabel(\"Energy (MeV)\")\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We can now inspect the state of the ROI prior with the print_roi() method." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:55 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "4FGL J1555.7+1111 PointSource LogParabola 0.000 nan 847.6\n", "4FGL J1553.6+1257 PointSource LogParabola 1.838 nan 372.1\n", "4FGL J1603.8+1104 PointSource PowerLaw 1.994 nan 48.3\n", "4FGL J1552.0+0850 PointSource PowerLaw 2.516 nan 49.0\n", "4FGL J1608.7+1029 PointSource LogParabola 3.262 nan 324.8\n", "4FGL J1606.6+1324 PointSource PowerLaw 3.473 nan 56.4\n", "4FGL J1546.0+0819 PointSource PowerLaw 3.726 nan 67.8\n", "4FGL J1548.3+1456 PointSource LogParabola 4.160 nan 158.7\n", "4FGL J1539.1+1008 PointSource PowerLaw 4.201 nan 48.4\n", "4FGL J1541.7+1413 PointSource PowerLaw 4.561 nan 23.6\n", "4FGL J1612.1+1407 PointSource LogParabola 4.957 nan 29.4\n", "4FGL J1540.7+1449 PointSource PowerLaw 5.146 nan 50.7\n", "4FGL J1607.0+1550 PointSource LogParabola 5.415 nan 266.1\n", "4FGL J1550.7+0528 PointSource LogParabola 5.845 nan 53.0\n", "4FGL J1549.6+1710 PointSource PowerLaw 6.168 nan 2.7\n", "4FGL J1527.8+1013 PointSource LogParabola 6.906 nan 1.0\n", "4FGL J1543.6+0452 PointSource PowerLaw 6.993 nan 6.3\n", "4FGL J1623.4+0858 PointSource PowerLaw 7.177 nan 2.6\n", "4FGL J1546.5+1816 PointSource PowerLaw 7.434 nan 3.8\n", "4FGL J1542.3+1801 PointSource PowerLaw 7.573 nan 8.0\n", "4FGL J1538.9+0425 PointSource PowerLaw 7.932 nan 5.3\n", "4FGL J1612.4+0409 PointSource PowerLaw 8.160 nan 3.5\n", "4FGL J1531.6+0406 PointSource PowerLaw 9.244 nan 1.4\n", "4FGL J1626.4+1820 PointSource PowerLaw 10.303 nan 2.6\n", "isodiff ConstantValue FileFunction ----- nan 4170.6\n", "galdiff MapCubeFunctio PowerLaw ----- nan 9752.8\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Additional details about an individual source can be retrieved by printing the corresponding source object. Here we use the bracket operator to return the properties of PG1553. " ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Name : 4FGL J1555.7+1111\n", "Associations : ['4FGL J1555.7+1111', 'PG 1553+113']\n", "RA/DEC : 238.931/ 11.188\n", "GLON/GLAT : 21.908/ 43.962\n", "TS : nan\n", "Npred : 847.56\n", "Flux : 4.546e-08 +/- nan\n", "EnergyFlux : 0.0001302 +/- nan\n", "SpatialModel : PointSource\n", "SpectrumType : LogParabola\n", "Spectral Parameters\n", "b'norm' : 3.602e-12 +/- nan\n", "b'alpha' : 1.536 +/- nan\n", "b'beta' : 0.07047 +/- nan\n", "b'Eb' : 1847 +/- nan\n" ] } ], "source": [ "print(gta.roi['4FGL J1555.7+1111'])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Do the likelihood fitting\n", "\n", "Now that all of the ancillary files have been generated, we can move on to the actual fitting. The first thing you should do is free some of the sources since all of the sources are initially fixed. We'll just free those sources in the center region." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1555.7+1111 : ['norm']\n", "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1553.6+1257 : ['norm']\n", "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1603.8+1104 : ['Prefactor']\n", "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1552.0+0850 : ['Prefactor']\n", "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor']\n" ] } ], "source": [ "gta.free_sources(free=False) # make sure everything is fixed first\n", "\n", "# Free Normalization of all Sources within 3 deg of ROI center\n", "gta.free_sources(distance=3.0, pars='norm')\n", "\n", "# Free normalizations of isotropic and galactic diffuse components\n", "gta.free_source('galdiff', pars='norm')\n", "gta.free_source('isodiff')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "In this simple anlaysis we are leaving the spectral shapes of sources fixed but we're going to free the spectral shape of the source we care about. " ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:55 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1555.7+1111 : ['alpha', 'beta']\n" ] } ], "source": [ "gta.free_source('4FGL J1555.7+1111')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now, actually do the fit. The software does its best to get the fit to converge by running the fit several times." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:55 INFO GTAnalysis.fit(): Starting fit.\n", "2021-06-23 09:58:56 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2021-06-23 09:58:56 INFO GTAnalysis.fit(): LogLike: -50220.476 DeltaLogLike: 369.608 \n" ] } ], "source": [ "fit_results = gta.fit()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "The dictionary returned by the fit method returns a variety of diagnostic information about the fit including the fit quality, the relative improvement in the likelihood, and the correlations among the fit parameters. We can inspect the results of the fit by printing the source object for PG1553." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fit Quality: 3\n", "Name : 4FGL J1555.7+1111\n", "Associations : ['4FGL J1555.7+1111', 'PG 1553+113']\n", "RA/DEC : 238.931/ 11.188\n", "GLON/GLAT : 21.908/ 43.962\n", "TS : 2742.47\n", "Npred : 1029.43\n", "Flux : 5.576e-08 +/- 5.68e-09\n", "EnergyFlux : 0.0001921 +/- 2.06e-05\n", "SpatialModel : PointSource\n", "SpectrumType : LogParabola\n", "Spectral Parameters\n", "b'norm' : 4.178e-12 +/- 2.216e-13\n", "b'alpha' : 1.52 +/- 0.04706\n", "b'beta' : 0.0484 +/- 0.018\n", "b'Eb' : 1847 +/- nan\n" ] } ], "source": [ "print('Fit Quality: ',fit_results['fit_quality'])\n", "print(gta.roi['4FGL J1555.7+1111'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look at the sources and the best-fit parameters after the fit" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:56 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "4FGL J1555.7+1111 PointSource LogParabola 0.000 2742.47 1029.4\n", "4FGL J1553.6+1257 PointSource LogParabola 1.838 1095.07 1601.9\n", "4FGL J1603.8+1104 PointSource PowerLaw 1.994 5.56 46.9\n", "4FGL J1552.0+0850 PointSource PowerLaw 2.516 49.89 164.8\n", "4FGL J1608.7+1029 PointSource LogParabola 3.262 nan 324.8\n", "4FGL J1606.6+1324 PointSource PowerLaw 3.473 nan 56.4\n", "4FGL J1546.0+0819 PointSource PowerLaw 3.726 nan 67.8\n", "4FGL J1548.3+1456 PointSource LogParabola 4.160 nan 158.7\n", "4FGL J1539.1+1008 PointSource PowerLaw 4.201 nan 48.4\n", "4FGL J1541.7+1413 PointSource PowerLaw 4.561 nan 23.6\n", "4FGL J1612.1+1407 PointSource LogParabola 4.957 nan 29.4\n", "4FGL J1540.7+1449 PointSource PowerLaw 5.146 nan 50.7\n", "4FGL J1607.0+1550 PointSource LogParabola 5.415 nan 266.1\n", "4FGL J1550.7+0528 PointSource LogParabola 5.845 nan 53.0\n", "4FGL J1549.6+1710 PointSource PowerLaw 6.168 nan 2.7\n", "4FGL J1527.8+1013 PointSource LogParabola 6.906 nan 1.0\n", "4FGL J1543.6+0452 PointSource PowerLaw 6.993 nan 6.3\n", "4FGL J1623.4+0858 PointSource PowerLaw 7.177 nan 2.6\n", "4FGL J1546.5+1816 PointSource PowerLaw 7.434 nan 3.8\n", "4FGL J1542.3+1801 PointSource PowerLaw 7.573 nan 8.0\n", "4FGL J1538.9+0425 PointSource PowerLaw 7.932 nan 5.3\n", "4FGL J1612.4+0409 PointSource PowerLaw 8.160 nan 3.5\n", "4FGL J1531.6+0406 PointSource PowerLaw 9.244 nan 1.4\n", "4FGL J1626.4+1820 PointSource PowerLaw 10.303 nan 2.6\n", "isodiff ConstantValue FileFunction ----- 319.62 5775.6\n", "galdiff MapCubeFunctio PowerLaw ----- 1089.51 8939.0\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:56 INFO GTAnalysis.print_params(): \n", " idx parname value error min max scale free\n", "--------------------------------------------------------------------------------\n", "4FGL J1552.0+0850\n", " 42 Prefactor 3.14 0.642 1e-05 1e+03 1e-13 *\n", " 43 Index 2.05 0 0 5 -1 \n", " 44 Scale 1.92e+03 0 1.92e+03 1.92e+03 1 \n", "4FGL J1553.6+1257\n", " 45 norm 2.58 0.121 1e-05 1e+03 1e-11 *\n", " 46 alpha 2.28 0 -5 5 1 \n", " 47 beta 0.115 0 -2 2 1 \n", " 48 Eb 677 0 677 677 1 \n", "4FGL J1555.7+1111\n", " 49 norm 0.418 0.0222 1e-05 1e+03 1e-11 *\n", " 50 alpha 1.52 0.0471 -5 5 1 *\n", " 51 beta 0.0484 0.018 -2 2 1 *\n", " 52 Eb 1.85e+03 0 1.85e+03 1.85e+03 1 \n", "4FGL J1603.8+1104\n", " 53 Prefactor 0.35 0.215 1e-05 1e+03 1e-13 *\n", " 54 Index 2.19 0 0 5 -1 \n", " 55 Scale 2.65e+03 0 2.65e+03 2.65e+03 1 \n", "galdiff\n", " 80 Prefactor 0.917 0.0676 0.1 10 1 *\n", " 81 Index 0 0 -1 1 -1 \n", " 82 Scale 1e+03 0 1e+03 1e+03 1 \n", "isodiff\n", " 83 Normalization 1.38 0.156 0.001 1e+03 1 *\n", "\n" ] } ], "source": [ "gta.print_params()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "You can then save the state of the roi to an output file for reference later. The write_roi function does this. The first argument is a string that will be prepended to the names of the output files generated by this method." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:58:56 INFO GTBinnedAnalysis.write_xml(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/pg1553/fit0_00.xml...\n", "2021-06-23 09:58:56 INFO GTAnalysis.write_fits(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/pg1553/fit0.fits...\n", "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "2021-06-23 09:59:05 INFO GTAnalysis.write_roi(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/pg1553/fit0.npy...\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "gta.write_roi('fit0',make_plots=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also inspect the final model map. The next command will return the model map as a `gammapy.Map` instance. `gammapy` is a python package developed for the analysis of Cherenkov telescope data. It provides some useful functionality for multi-dimensional maps with which we dealing here too. You can find the full documentation [here](https://docs.gammapy.org)." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:59:07 INFO GTBinnedAnalysis.write_model_map(): Generating model map for component 00.\n" ] } ], "source": [ "model_map = gta.write_model_map(\"fit0\")" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[WcsNDMap\n", "\n", "\tgeom : WcsGeom \n", " \taxes : ['lon', 'lat', 'energy']\n", "\tshape : (100, 100, 28)\n", "\tndim : 3\n", "\tunit : \n", "\tdtype : float32\n", ", WcsNDMap\n", "\n", "\tgeom : WcsGeom \n", " \taxes : ['lon', 'lat', 'energy']\n", "\tshape : (100, 100, 28)\n", "\tndim : 3\n", "\tunit : \n", "\tdtype : float64\n", "]\n" ] } ], "source": [ "print(model_map)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the model map summed over the energy axis. The plot shows the predicted number of counts for all model components. " ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " ,\n", " )" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "model_map[0].sum_over_axes([\"energy\"]).plot(stretch='log', add_cbar=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot each energy bin of the model map. This nicely illustrates the broad PSF at low energies. " ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "_ = model_map[0].plot_grid(stretch='log', add_cbar=True)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "There are a also lot of diagnostic plots also saved when calling `write_roi`. " ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 manuelmeyer staff 68147 Jun 23 09:59 pg1553/fit0_counts_map_2.000_5.477.png\n", "-rw-r--r-- 1 manuelmeyer staff 24585 Jun 23 09:59 pg1553/fit0_counts_map_xproj_2.000_5.477.png\n", "-rw-r--r-- 1 manuelmeyer staff 25918 Jun 23 09:59 pg1553/fit0_counts_map_yproj_2.000_5.477.png\n", "-rw-r--r-- 1 manuelmeyer staff 59372 Jun 23 09:59 pg1553/fit0_counts_spectrum.png\n", "-rw-r--r-- 1 manuelmeyer staff 56644 Jun 23 09:59 pg1553/fit0_model_map_2.000_5.477.png\n" ] } ], "source": [ "ls -l pg1553/*.png" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "from IPython.display import Image, display\n", "from glob import glob" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "pngs = glob('pg1553/*.png')" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for png in pngs:\n", " my_image = Image(png)\n", " display(my_image)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Reading in the results\n", "\n", "Since the results are saved, you can load them back up at any point (you can also get to these within python). Here we retrieve the analysis results from the output numpy file. " ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "c = np.load('pg1553/fit0.npy', allow_pickle=True).flat[0]" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "The `sources` dictionary has an entry for each source in the model:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "['4FGL J1527.8+1013',\n", " '4FGL J1531.6+0406',\n", " '4FGL J1538.9+0425',\n", " '4FGL J1539.1+1008',\n", " '4FGL J1540.7+1449',\n", " '4FGL J1541.7+1413',\n", " '4FGL J1542.3+1801',\n", " '4FGL J1543.6+0452',\n", " '4FGL J1546.0+0819',\n", " '4FGL J1546.5+1816',\n", " '4FGL J1548.3+1456',\n", " '4FGL J1549.6+1710',\n", " '4FGL J1550.7+0528',\n", " '4FGL J1552.0+0850',\n", " '4FGL J1553.6+1257',\n", " '4FGL J1555.7+1111',\n", " '4FGL J1603.8+1104',\n", " '4FGL J1606.6+1324',\n", " '4FGL J1607.0+1550',\n", " '4FGL J1608.7+1029',\n", " '4FGL J1612.1+1407',\n", " '4FGL J1612.4+0409',\n", " '4FGL J1623.4+0858',\n", " '4FGL J1626.4+1820',\n", " 'galdiff',\n", " 'isodiff']" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sorted(c['sources'].keys())" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Let's take a look at the flux, spectral parameters, and TS." ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/plain": [ "5.576113234486776e-08" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "c['sources']['4FGL J1555.7+1111']['flux']" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[b'norm' b'alpha' b'beta' b'Eb']\n", "[4.17847293e-12 1.52025119e+00 4.83980074e-02 1.84673450e+03]\n" ] } ], "source": [ "print(c['sources']['4FGL J1555.7+1111']['param_names'][:4])\n", "print(c['sources']['4FGL J1555.7+1111']['param_values'][:4])" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "text/plain": [ "2742.470175435228" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "c['sources']['4FGL J1555.7+1111']['ts']" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "The SED is in there as well. We can plot it." ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "E = np.array(c['sources']['4FGL J1555.7+1111']['model_flux']['energies'])\n", "dnde = np.array(c['sources']['4FGL J1555.7+1111']['model_flux']['dnde'])\n", "dnde_hi = np.array(c['sources']['4FGL J1555.7+1111']['model_flux']['dnde_hi'])\n", "dnde_lo = np.array(c['sources']['4FGL J1555.7+1111']['model_flux']['dnde_lo'])" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.loglog(E, (E**2)*dnde, 'k--')\n", "plt.loglog(E, (E**2)*dnde_hi, 'k')\n", "plt.loglog(E, (E**2)*dnde_lo, 'k')\n", "plt.xlabel('E [MeV]')\n", "plt.ylabel(r'E$^2$ dN/dE [MeV cm$^{-2}$ s$^{-1}$]')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "If you want SED points, there's a function for that. There are lots of options for this which you can set in the config file or from keyword arguments of the function itself." ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-23 09:59:13 INFO GTAnalysis.sed(): Computing SED for 4FGL J1555.7+1111\n", "2021-06-23 09:59:13 INFO GTAnalysis._make_sed(): Fitting SED\n", "2021-06-23 09:59:13 INFO GTAnalysis.free_source(): Fixing parameters for 4FGL J1555.7+1111 : ['alpha', 'beta']\n", "2021-06-23 09:59:19 INFO GTAnalysis.sed(): Finished SED\n", "2021-06-23 09:59:24 INFO GTAnalysis.sed(): Execution time: 11.49 s\n" ] } ], "source": [ "sed = gta.sed('4FGL J1555.7+1111')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "You can save the state to the yaml file or you can just access it directly. This is also the way to get at the dictionary for any individual source." ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [], "source": [ "src = gta.roi['4FGL J1555.7+1111']" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": false }, "outputs": [ { "data": { "image/png": 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9+bKv8qOf/DsjR45k6NChZGVltXgpJNwJRyen1KJRaokXTTL5sbs/FGlhM7s+irKzgJ8A9wO/brR+IHAb8CYwHvitu7/e2rHcfQswI7jvy2a20N11PasTiKbTs6XHun7nT6/zs5t+ybp16ygvLwdabm3se/4e3t24mLS0NIYMGcLYsWNZ2Tv8TK1HPYvLL296eSOaE45OTqmlK49S6yjRJJM3ozz2+kgKmVkfYAnQv9l6A54CfuDuz5rZU8BaM/sEMI5AkmnuFnd/E8Ddd5rZA8BgQMmkE2jrud8NfRtr166lpKwewtxlUW49eCc41Hbo0KEcOnSIrBZaG8Mu/w8e+T//zYgRI8jJCbQQomltRHPC0ckp9XTFUWodKeJk4u4r2i4VfXl33wdgZoebbZoCjAYWBsvtMbMNwHXu/kvgpXDHM7NsoNoDPanHAY9HE7ckT0v9ByUHypk2bRqrVq0KTXve0oOD6g7tBSAtLY2srCwuvPBCXmuhtXGoNp2xY8c2WRdtCyKaE45OTtKdhR/gHmQBWS0slyU5tvOBre7eeIjMJmBqG/t9FZhvZlcDy939g2QFKJE5evQoy5YtIy+9Nuz22sOlLFq0qMnzMw6+8nvqa5qOjkrzWi4flsHy5cs5cuQIb7/9No899hjFBblhj9tSa+POy0dTXJCDERht1VlnlBVJJW21TEYBy4A9fHzNwYOv+wJ5yQuNAUBZs3UHgPNa28ndfw78vK2Dl5aWMm5c2BFuAMyePZvZs2e3HaUATTvWC3vAJ9N3cPTtxbz55pts3ryZ+vr6FqYzr6b6jb+FphzJzs5mzJgxnHXWKLJOqOLVQz3ZW17X6mWjZLY2RLqTOXPmMGfOnNaK9G1pQ6vJxN3fMrNPufuy5tvM7MzIQ4xJTXBpLI02WlORKioqQveZxM7dKSkpYc2aNfztjW28WnUCnpYJwP5KeLGmiIp3D3L2sGGce+65/PWvf+XIO69wMCODvHOvDt0l3nv7Yi488wTOuvEhzjrrLEaNGhUafRUp9VeIJEZbf0Sb2d6WtrX5vzZcIgmuXxVRdLHbReBSV2OFQEmSP1eacXe2bt3K6tWrmyylpYFR3IH+jcwm+6Rl9qDH+Ct44aHZoWd/n3jiiZwzqojxww8yfvwIzjjjU+TkXJeQGNXaEOlYUc/NZWanu/u6ZATTzELg22aW5u4N066OAMJPjyoJUV9fz5YtW1i9ejWrVq1i1apVrF69mrKyMiBwQ1/v3r1xdzIyMrjvvvu4Y0v4DvD0Xn35+te/ztlnn8348ePp379/2HIikvpimejxbgIjrRItvdn75cAWYBrwgpn1JTC66/NJ+OyUFuucTO7Oli1bWLVqFStXrgwlj4a7xTMyMjjttNO44oorKC0t5cknn6Suro7y8nJ69uxJWloas2fPbnHkVXFhLnd++86E/74i0vnEkkxim7GupYOZ9QauAgYCl5nZSndf5u5uZjOBH5rZKcAY4Ap335XIz091kd4I6O5s376dB19Yw1Nb6yn3bOqP7GXfPx6hfONisrKyGDhwIP379ycnJ4fdu3dTW1vLrFmzqKio4I033iA9PZ26ujqqqqo45ZRTOO+88zj//PMpL/oEv1i8SzfsiXRjUU/0aGaL3D3lZ65L1ESPyZqpNdLjtnQTXv+8LG47vZIVK1awYsUKVq5cSXnRqGNGU6V7HTef04cLBudw5plnkpeXR1FREVVVVezatYv6+noyMjI466yzuOCCCzj//POZMGEChYWF7VIPItJ5JGSiRzlWsp6JEM1xW7oRcNehSi699FLS0tIYNWoUl1xyCa8WXkhdszvF6yydOUt38eiP78TMOHz4MNXV1Zx99tlMuuZWNmYOY38lWEEOZ08fziUt/F7qABfp3mIZZpvQy1yprLXpQZJ13JqaGlavXs3999/PddddB+UHwh4ju7ac6dOnc+ONN7Ju3ToeeeQR6rLyw5Y9SjZ5eXl8//vf5+WXX6asrIxb/vsPrEobzr7KwI1FDQlt7hoNphORY8XSMrkj4VGkqJZaBfFOO97atCP5+flUVgbuDC8qKuLUaQXsyp1MXaPxC/U1lZQ8fz8HSjfQo0cPfvKTn7Bw4UJqR36RjPwwHeUFObz88stN1rU1j5aISGNRJxN3X5CMQFJRoqcdP3LkCCtWrKCnVXPEs47Znl51iBtvvJE+ffpw+PBh1q9fz7rFf+N/5n6N/1rwHiVl5WRWH+HEg2vxAemsLKnmqaee4umnn+aMM85gQs9S3kw7nur6j4+Zk5nONy8aecxnJStRikjXFFOfSfBBWe+7+2NmNhKYC/QGbnD3eQmMr1OLZ9pxd+e9995j6dKlLF26lGXLlrFu3brQtCNFF3+1ySNge2SmcfEA48HvzglNvT5ixAimTp3KgbUvMeLd19nx0ku8t2MH7wEnn3wyV111FZ/61KeYMmUKffoEnhgYaUe5ns8hItGI6bG9Zvaou3/BzDKAVcBG4F+Br7n7DxIbYnK092iu8vJyVqxYweuvvx5KIHv3BmYmyM/PZ/z48ZxzzjmMGzeOzMxM/rLsfV49WEhNVi/65KRx+2VnMLCmhEceeYQBAwawf/9+lixZwsqVK3F3CgoKmDp1KtOmTWPatGkMGTIk7t8rXKLUpIgi3VfCnwFvZte5++/M7Dbga8Cp7r7fzP7V3R+MM952kexnwH/44YcsWbKEJUuW8Prrr7N27VqyTjmXwonXkJFfRI/6ci4aUM31nzqdwYMHU1BQwObNm/nkJz/J0aOBpw2PHj2aSZMmMWPGDN5//33mz5/PwoULOXz4MOnp6YwfP57p06czffp0xo0bR3p68/s+46PhviLSWDKSyQ+ATxK4E/6zwIvAhcAD7n5SzJG2o0Qmk7q6OtavX89rr70WSh4ffBCY+T43N5d/+qd/YuDZl7LCTm3SX2H1NRxZNIerzhnKPffcQ11dXWj6kYyMDJYuXcrzzz/Pxo0bARg8eDAXXXQR06dPZ8qUKRQUFCQkfhGRSCQ8mQQPejqw2913m1k/AvNm4e6LY460HcWTTI4ePcobb7zBa6+9xmuvvcbSpUs5fDjwbK/i4mLOPffc0HL66adz5MgRPvPgmrB9ED3qyrl7ah6jRo3iueee47nnnmPBggWUl5eTlZXFxIkTueiii/j0pz/NiBEjCDyAUkSk/SUlmaS6WJKJuzNx4kSWLl1KbW0tZsZpp53Geeedx3nnnce5557L4MGDOXDgAIsWLWLBggUsWLCAmpoa0j53H+Fr2sl/7rusXx+4KfGkk07i4osv5uKLL2bSpEn07Nkz7t9VRCQRdAd8gpgZo0ePDiWPc845h8LCQqqqqsjKysLMuOOOO/je976Hu5OXl8fkyZOZOnUqfz7ag50HK485Zu3BUvr27ctdd93FJZdcotaHiKQktUxi4O5s3LiRF198kRdffJHFixfz+uuvM2bMGF5++WUWL17MtGnTOOuss9i6dStPP/00f176HntOmtZkXqzMNOeHnxnO5yeckqhfS0QkadQySaB169Zx8cUXU1ISmFbk1FNP5frrryc3N/Ac8vPPP5+MjAzmzp3L9ddfz6ZNgalVxowZw/mnDmdTjxHsq6jX6CgR6VIiSiZmNg7Y7+7vB98PBi5x9/uTGVxnNGTIECZMmBC6n+Okk07i6NGjvPDCC9xxxx0888wz7Nu3j8zMTCZPnszNN9/MjBkzGDx4cEeHLiKSNG1e5jKzh4DxwAZgB/B9d68wsw3uPqodYkyKeIcGl5aWMm/ePObOnctLL71EZWUlhYWFXHLJJVx66aVMnz6d/PzwEyuKiKSieC9zTQFGunu1mWUDV5jZs0BdG/t1OXV1ddx9993MnTuX119/nfr6ek488URmz57NzJkzQ5e4RES6m0jOfKuAegB3rwIeNbMZBObi6lbS09N56KGHyMnJ4Xvf+x4zZ85kzJgxGn0lIt1eJMnkJuCzZva4u9cCuPu84I2K3c6KFSvIy8vr6DBERDqVNh+O5e573f3PDYkkeOc77v5wsoPrjJRIRESOFcuTFu9OdBAiIpLa9NheERGJWyzJpHveMi8iIi2KJZmIiIg0octcIiISt1iSyR0Jj0JERFJa1MnE3Re0tM3MNG5WRKQbinnuDzPrD5wIZDdafSnwjXiDEhGR1BJTMjGzXwP/xrH9J46SiYhItxPraK7LgNFAurunuXsakA5ck7DIREQkZcR6mWu+u7/deIW7u5m12J8iIiJdV6zJ5MdmdiewsdE6Ay4Brog7KhERSSmxJpN7gWnAboLT0wcdH3dEIiKScmJNJkOAfu5+sPFKM5sYf0giIpJqYu2AfwWoDLN+SxyxiIhIioq1ZbId+LOZrWm2fjyBfhMREelGYk0mE4EioKDROgOGxxuQiIiknliTyV3uvqj5SjMbH2c8IiKSgmLtM9lnZn80sxwAMxtqZle7+/IExiYiIiki1mTyC6AUqAZw9y0EEsyPExWYiIikjliTyQJ3/6q71zVatxW4MQExiYhIiok1meSbWfN9vwIcijMeERFJQbF2wP8ReNXMlhOYKXgSMAb4QoLiEhGRFBJTy8TdNwAzgZ1AT+AZYKy7/ylxoYmISKqI+eFY7l5KoCNeRES6uVj7TEREREKUTEREJG5KJiIiEreIk4mZ/TCZgYiISOqKpmVyi5ktMLPrzCw3aRGJiEjKiSaZXAN8hsBzTP5oZg+Z2bnJCUtERFJJxMnE3ee6e6W7/8ndZwI/AS40sxfN7Jtm1j9pUUbBzG40sw1mttLMtpjZlzo6JhGRri7mDnh33w78CHgEuBX4wMwejPV4ZpZmZkWx7t/ICncf5e7jgD8B8xJwTBERaUU0HfDW6HWRmd0GbAMeJfC43muAL8cShJnNAtYDVzZbP9DM7jWzG8zsYTOb0Nax3H1Vo7cD3H13LDGJiEjkorkD/moze4/AzMBXAunA48Cv4nmOiZn1AZYA/ZutN+Ap4Afu/qyZPQWsNbNPuPuBCI47CtgYa1wiIhK5aJLJ7wlM6rgP+C/gPnffGW8A7r4PwMwON9s0BRgNLAyW22NmG4DrzGw9cFuYw93i7m8GX19O4DKXiIgkWTTJZC/wPeARd69KUjyNnQ9sdffKRus2AVPd/ZfAS23sP9zd30tadCIiEhJNMrnG3Z9PWiTHGgCUNVt3ADivrR3NbAiBh3W1qLS0lHHjxrW4ffbs2cyePbvtKEVEuog5c+YwZ86c1or0bWlDxMmktURiZtlJaK3UBJfG0ohg0IC7v0+gFdWioqIiVq5cGXt0IiJdTFt/RJvZ3pa2xTQ02MwKzWyOmT0cXDXEzH5qZr1iOV4LdgG9m60rBEoS+BkiIpIAsd5n8kfglIb93X0jgZFX9yUoLgh0vA9p9njgEcCCBH6GiIgkQKzJpNTdJxPoEG/wAYHpVmKV3uz9cgL3r0wDMLO+BEZ3/SGOzxARkSSI9UmLpcGf3mjdzRzbYd4mM+sNXAUMBC4zs5Xuvszd3cxmAj80s1MIPGP+CnffFWPMIiKSJLEmkxfMbB6QY2bHEbgnZBwQ9TxY7n4QeDC4NN+2jcCd9SIi0olFM53KyIbX7v4igcQxH8gL/jwTeD3RAYqISOcXTcvkJ2Z2H02H674RXACOA74CzEpQbCIikiKiSSazgJnB1w2TPjbuM7Fm70VEpJuIJpk8DEwFHgMWhdmeDfxrIoISEZHUEs0d8LODI6+uB24h0E/yqLuXN5Qxs48SHqGIiHR6Ud1n4u4H3f2/3X0WsB14yMx+YWZDg9vXJSNIERHp3GIdGoy7zwfmB0d5PWNmW4BfB9eLiEg3EnMyMbPjgZsIPCzreAI3LOYnJiwREUklUScTMxtDoM/kKgJToPwduDuepy2KiEhqi+amxRlmtghYDcwA7gZOdvfPNSQSMzszKVGKiEinFk3L5CmgFvgLgUf4lgNDGzrfCVzi+gpwUUIjFBGRTi+aZPIq8CiBO+D7hdneEyhORFAiIpJaokkmt7v74tYKmNmm1raLiEjXFM19JlvaKuDuCxtem9mgmCISEZGUE00ymRLlsaMtLyIiKSqay1xfNLO2SwXkAmcQ6KgXEZEuLppkkg5cF0X5V6OMRUREUlQ0Ez1OTmYgIiKSuqKa6FFERCQcJRMREYmbkomIiMQt5lmDGzOz8UAWsNTdaxNxTBERSR3RTPS4yMx+ZGa9wmxeTeCRvmWJCkxERFJHNJe50tz9dnc/Yma3m1mtmd1nZuPcvcbdfwBsSFKcIiLSiUVzmeudhhfu/iMzO9vdb2pWRo/tFRHphqJpmdQ0e787TJnDccQiIiIpKppkkt7svYcpc3wcsYiISIqK5jLXv5hZ4wdf9TWzSY3epwGDgH9OQFwiIpJCokkme4AlBJ62GE4mcEHcEYmISMqJJpn8u7s/2VoBM5sZXzgiIpKKIu4zaSuRBMvMjSsaERFJSQmbTsXMiszsS4k6noiIpI6IkomZnWNm9WZW19ICfER0zzsREZEuIqI+E3dfamY/BR4EDPgyMBf4sFGxU4CxiQ5QREQ6v2g64G9vmMTRzD509yXNtm83sx8DdyUsOhERSQnRdMA3HhI8xszyG283s88DAxMVmIiIpI5Yp6C/F1htZtuACmA4MBT4SoLiEhGRFBJxMjGzdHevA3D3VWY2hsDd7qOA9cA8d1+anDBFRKQzi6Zlss3MFgCPAy+6+1ECHfIiItLNRXOfySnAPOBq4H0ze9TMLjOz7OSEJiIiqSKaDvhKd3/C3T8PDCPQQvm/wBYz+5OZ/R8zy0lWoCIi0nlF89jewobX7l7l7k+5+z8DQ4A/AJcC7yY+RBER6eyiucx1a7iV7l7t7s+4+zXAyYkJS0REUkk0HfDfNLMzgZLgewv+dGA8kAO8DFyfsOhERCQlRJNMvuHudzdeYWa5wAPASOCXwLcSF5qIiKSKaJLJQ43fmNmpBDrhTwKudPe/JTAuERFJIdGM5jra8NrMrgBWAFnA2UokIiLdW1TPMzGzDDO7B/gzsBA4y93fTkpkIiKSMqIZGnwC8BpwI/Bdd7/c3Q83KzMuwfGJiEgKiKbPZA1QANwJvG5mFzTbXkigA35CYkITEZFUEU0y2Q18Pfg63P0kvQkkGxER6WaiSSb/4e4vtFbAzDbFGU/czOw44EvAdmCwu+thXSIiSRbNaK62EkkRcEKsgZhZWvAY8foWsNzd/wIMMrPxCTimiIi0IqJkYmbnmFldawvwEXBdLEGY2SwCz0S5stn6gWZ2r5ndYGYPm1kk/TGjgYPB15uA5n07IiKSYBFd5nL3pWb2MwLPLzHgy8Bc4MNGxU4BxkYbgJn1AZYA/ZutN+Ap4Afu/qyZPQWsNbNPuPuBVg75DjAFeBPIJDDNi4iIJFE0fSa3NzwH3sw+dPclzbZvN7MfA1H1Ubj7vuAxDzfbNIVAK2NhsNweM9sAXGdm64HbwhzuFuBHwA/N7BvAZOA30cQjIiLRiziZNCSSoDFmlu/uhxpWmNnngYEJjO18YKu7VzZatwmY6u6/BF5qZd+vBjvirwCeTWBMIiISRjQtk8buBVab2TagAhgODAW+kqC4AAYAZc3WHQDOa2vHYEf+L4Ab3L0qXJnS0lLGjWv5HsvZs2cze/bsiIMVEUl1c+bMYc6cOa0V6dvShpiSibuvMrMxwD8Dowh0ns9z96WxHK8FNcGlsTTaGDQQvFN/DPBv7l7eUrmioiJWrlwZd5AiIl1FW39Em9nelrbF2jJpmPjxwVj3j8AuApe6Givk4+ephOXuO4AdyQpKRESOFdVEj+1sITDEzBrHOAJY0EHxiIhICzpTMklv9n45sAWYBmBmfQmM7vpDO8clIiJtiPkyV6KYWW/gKgIjwS4zs5Xuvszd3cxmEhjmewqBfpAr3H1XB4YrIiJhRJRMglPL73f394PvBwOXuPv98Qbg7gcJ9L0c0//i7tuAa+L9DBERSa42L3OZ2UPAb4E7zOznZpbj7h+Q2GHAIiKSwiJpmUwBRrp7tZllA1eY2bNAXXJDExGRVBFJB/wqoB7A3avc/VHgXALPLxEREYmoZXIT8Fkze7xhShV3n2dm/ZIbmoiIpIo2k4m77wX+HGb9ww2vg88MyQKWNpvDS0REuoGI7zMxs0Vm9iMz6xVm82pgKsfOpSUiIt1ANDctprn77e5+xMxuN7NaM7vPzMa5e427/wDYkKQ4RUSkE4vmpsV3Gl64+4/M7Gx3v6lZmXWJCUtERFJJNC2T5jP47g5TpvkDrkREpBuIJpk0nzvLw5Q5Po5YREQkRUVzmetfzOyiRu/7mtmkRu/TgEEEnnEiIiLdSDTJZA+wBGhp6G8mcEHcEYmISMqJJpn8u7s/2VqB4Cy/IiLSzUTcZ9JWIgmWmRtXNCIikpI608OxREQkRSmZiIhI3JRMREQkbkomIiISNyUTERGJm5KJiIjETclERETipmQiIiJxUzIREZG4KZmIiEjclExERCRuSiYiIhI3JRMREYmbkomIiMRNyUREROKmZCIiInFTMhERkbgpmYiISNyieQa8iIh0kLlrSrjrhU3sLKtgYEEOt04fzsyxxXGXTRQlExGRTm7umhK+88R6KmrqACgpq+A7T6wHOCZJRFM2kXSZS0Skk7vrhU2h5NCgoqaOu17YFFfZRFIyERHp5HaWVUS8PpqyiaRkIiLSyQ0syIl4fTRlE0nJJAZz5szp6BC6LNVtcql+kyeZdXvr9OHkZKY3WZeTmc6t04fHVTaRlExioP+QyaO6TS7Vb/Iks25nji3mzstHU1yQgwHFBTncefnosB3q0ZRNJI3mEhFJATPHFkecEKIpmyjdumUyb968mNe1h3g/N5r92yrb2vaWtkVSlx1Vt/F+diLrtq0y8XxP9d3VdzeefaMpq2QS47r2oP+QydWZ/kMqmcS+v767ydtXyURERNqVkomIiMRNyUREROJm7t7RMXQIMysFyoCDzTb1jmBdX2Bv0oJrPZZk7d9W2da2t7QtkrrsqLoN99nJ2jeSstHWb6zr9N2NbJu+u+HLnujuReEKdttkIiIiiaPLXCIi7cTM8js6hmRRMhERSSIzu9HM3jOzzcCwjo4nWZRMEsDMiszsb2a21cx+Y2bW0TF1JWaWbWY/M7N5ZnZ3R8fTFZnZmWb2YEfH0dWYWTowHBjj7qe6++qOjilZlExaYGZpZha2oymMacDVwAjgn4CzkhZYFxFl/Z4C3O7uM4AxSQyrS4iybjGzAmAykJ20oLqQKOv3JAKtkW1m9q3kRdXxlEzCMLNZwHrgymbrB5rZvWZ2g5k9bGYTgpsed/dqd68C3gb2t3PIKSXa+nX3t9y9ysyGAX/vgJBTRgzfXYDPonqNSAzf3S2N/gj6FzMb1/5Rtw8lk2bMrA+wBOjfbL0BTwHPuftDwHeBv5tZobtXB8v0AHa4+3vtHHbKiKV+g9v7AV8BvmFmx7dv1Kkhlro1s88CTwIa1tmGWL+7AO6+E3gAGNx+EbcvJZNm3H2fu+8BDjfbNAUYDSwMltsDbACua1TmSuD77RFnqoq1ft19t7vfAvwOmNhuAaeQGOv2OuA3wBxgipl9s/0iTi2x1G+wv6+hD/U4YGV7xdvelEwidz6w1d0rG63bBEwFMLNLgWfc/aiZndgRAaa4Vuu3kQoClxIlci3Wrbtf4u4zgdnAInf/eUcEmOJa++5+FZhvZlcDy939g44IsD0omURuAIE75hs7AAwysxuAe4HFZrYR+Ew7x9YVtFa/XzazJ8zsEmCzu29o9+hSW4t12/6hdEkt1q+7/9zdp7v7H9y946YZbgd6OFbkaoJLY2lAWvA66UPtH1KX0lr93ksgWUtsWqzbhjfuvg24tv1C6lLarN/uoFv9snHaRWCemsYKgZIOiKUrUv0mj+o2uVS/KJlEYyEwxMwa19kIYEEHxdPVqH6TR3WbXKpflExak97s/XJgC4EbFDGzvgRGcPyhnePqKlS/yaO6TS7VbxjqM2nGzHoDVwEDgcvMbKW7L3N3N7OZwA/N7BQCNyFd4e67OjDclKP6TR7VbXKpflunKehFRCRuuswlIiJxUzIREZG4KZmIiEjclExERCRuSiYiIhI3JRMREYmbkomIiMRNyUREROKmZCIiInFTMhGJkJldbmYfmlm1mT1gZr82swfNbLGZvdzCPteaWZmZ3WRmU8zsrOCzWdzMvtrCPt8Nbn/VzMa3Ek+RmT0SLDvfzEY22naimf3BzN42szHBz/6ymR0ys2vjrQuR5jQ3l0iE3P0JM7scOM/db2y8zcx+0squb7r7fY3K3g/MAP7dzO5x9/pG29KBWcG3v3f35a3EU2pmswk8NjbN3Tc22rbdzDYDj7r72uDqRWZ2RWS/rUh01DIRiU5tC+ujedxtDfA4MAS4tNm2y4D5jcq1yt2rgf8BPmVmw5ptPhd4sfkuUcQpEjElE5E4mdn33f1QlLu9CGwEvtZs/eeAP4b5jOlm9kszezR4SatPo80PA+XAVxqVPx9Y2rjVI5JMSiYi0esb7Kt4xMyeB74fwzGcQIviAjMbCxDs89gCVDQuaGb9gZvd/T/c/QtAD+BnoQO5lwG/B64zs17B1dcCv4shLpGYKJmIRG+vu18bXD4NzInxOL8H9vNx6+TfgAfClPsCkGtm3zazbwPbOPb/7v8AecA1ZpYH9A0+112kXagDXiR+v41lJ3cvN7OHgK8FO/AL3X2bmZ3UrOjJwEp3/2krx3rHzF4kcKmrGvhrLDGJxEotE5E4ufsbZpZlZmfHsPuvCfw/fBZ4pIUy+4DJjVeY2SfMLKdZuV8RePb4t4AnYohFJGZKJiLRySD8/5vbgOwIj9GTwCUp3P1D4O9AjbsvDG7PCv7MDP58EhhnZj8zs0FmNgG41t2b9K0QGAW2GXgpzDaRpNJlLpEImdksYCJQbGZ/BPYAvYDTgdOAOyI4xnjgm0AvM3vL3f8B3A18Mrh9KPD1YPFrzWyduy83sxuA/wf8K/AMcFPzYwefRf4/wBtx/aIiMdAz4EWSKHi3+bXuPqmDQwEgeKf+I+7+SAeHIl2MLnOJJF9uRwfQSGbbRUSip8tcIsn1AbDDzL4MbHT3RR0RhJlNAYYBO4MxiSSULnOJiEjcdJlLRETipmQiIiJxUzIREZG4KZmIiEjclExERCRu/x9Yl1m4psj+ogAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.loglog(E, (E**2)*dnde, 'k--')\n", "plt.loglog(E, (E**2)*dnde_hi, 'k')\n", "plt.loglog(E, (E**2)*dnde_lo, 'k')\n", "plt.errorbar(np.array(sed['e_ctr']),\n", " sed['e2dnde'], \n", " yerr=sed['e2dnde_err'], fmt ='o')\n", "plt.xlabel('E [MeV]')\n", "plt.ylabel(r'E$^{2}$ dN/dE [MeV cm$^{-2}$ s$^{-1}$]')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Looks like those last two points should be upper limits. Let's plot those instead." ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false, "deletable": true, "editable": true, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.loglog(E, (E**2)*dnde, 'k--')\n", "plt.loglog(E, (E**2)*dnde_hi, 'k')\n", "plt.loglog(E, (E**2)*dnde_lo, 'k')\n", "plt.errorbar(sed['e_ctr'][:-2],\n", " sed['e2dnde'][:-2], \n", " yerr=sed['e2dnde_err'][:-2], fmt ='o')\n", "plt.errorbar(np.array(sed['e_ctr'][-2:]),\n", " sed['e2dnde_ul95'][-2:], yerr=0.2*sed['e2dnde_ul95'][-2:], \n", " fmt='o', uplims=True)\n", "plt.xlabel('E [MeV]')\n", "plt.ylabel(r'E$^{2}$ dN/dE [MeV cm$^{-2}$ s$^{-1}$]')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Summary\n", "\n", "There is a lot of other functionality and you should look through the docs for more details. You can also inspect the GTAnalysis object for some of these (like TS Maps, extension tests, and using event types). Following threads cover some of the more advanced functionality of fermipy:\n", "\n", "* [IC443](ic443.ipynb) : Analysis to measure the angular extension of the SNR IC443.\n", "* [Draco](draco.ipynb) : DM upper limit analysis of the Draco dwarf spheroidal galaxy." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda env:fermipy-1.0.1-test]", "language": "python", "name": "conda-env-fermipy-1.0.1-test-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 2 }