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December 11, 2023 20:02
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "dea87b4b-cbbf-43d9-a812-383524e5b488", | |
| "metadata": {}, | |
| "source": [ | |
| "The most recent version of SkyPatrol has been developed with the goal of rapidly downloading a large number of light curves at once: https://arxiv.org/abs/2304.03791. There are two ways to access it; through the online web query tool, or programmatically. In this notebook, I will show examples of some typical ASAS-SN light curves and some simple normalizations for camera offsets." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "5bc78188-7061-4ed9-8d07-b4fc4c7aeb12", | |
| "metadata": {}, | |
| "source": [ | |
| "To begin, we need to install SkyPatrol. In your terminal\n", | |
| "```bash\n", | |
| "pip install skypatrol\n", | |
| "```" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "1f974572-49fa-429d-8178-b096c1d35003", | |
| "metadata": {}, | |
| "source": [ | |
| "Inside the skypatrol servers there are many catalogs dealing with difference science cases. We can take a look at some of them;" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "6c544c1e-d8e9-4a97-8771-badca9f55ce7", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Welcome to ASAS-SN Skypatrol!\n", | |
| "\n", | |
| "Current Deployment Version: 0.6.16 (29 NOV 2023)\n", | |
| "Please upgrade your client if not up to date.\n", | |
| "\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "\n", | |
| "Table Name: stellar_main\n", | |
| "Num Columns: 47\n", | |
| "Num Targets: 98932961\n", | |
| "\n", | |
| "Table Name: master_list\n", | |
| "Num Columns: 4\n", | |
| "Num Targets: 109300848\n", | |
| "\n", | |
| "Table Name: asassn_discoveries\n", | |
| "Num Columns: 11\n", | |
| "Num Targets: 5716\n", | |
| "\n", | |
| "Table Name: comets\n", | |
| "Num Columns: 1\n", | |
| "Num Targets: 14222\n", | |
| "\n", | |
| "Table Name: swift\n", | |
| "Num Columns: 56\n", | |
| "Num Targets: 254936\n", | |
| "\n", | |
| "Table Name: allwiseagn\n", | |
| "Num Columns: 15\n", | |
| "Num Targets: 1354900\n", | |
| "\n", | |
| "Table Name: mdwarf\n", | |
| "Num Columns: 32\n", | |
| "Num Targets: 8927\n", | |
| "\n", | |
| "Table Name: glade_tmassx\n", | |
| "Num Columns: 20\n", | |
| "Num Targets: 1125414\n", | |
| "\n", | |
| "Table Name: glade_gwgc\n", | |
| "Num Columns: 20\n", | |
| "Num Targets: 52399\n", | |
| "\n", | |
| "Table Name: m_giants\n", | |
| "Num Columns: 12\n", | |
| "Num Targets: 4879809\n", | |
| "\n", | |
| "Table Name: glade_pgc\n", | |
| "Num Columns: 20\n", | |
| "Num Targets: 52400\n", | |
| "\n", | |
| "Table Name: glade_hyperleda\n", | |
| "Num Columns: 20\n", | |
| "Num Targets: 2459906\n", | |
| "\n", | |
| "Table Name: glade_sdssqso\n", | |
| "Num Columns: 20\n", | |
| "Num Targets: 297152\n", | |
| "\n", | |
| "Table Name: milliquas\n", | |
| "Num Columns: 21\n", | |
| "Num Targets: 1979676\n", | |
| "\n", | |
| "Table Name: fermi\n", | |
| "Num Columns: 67\n", | |
| "Num Targets: 5788\n", | |
| "\n", | |
| "Table Name: aavsovsx\n", | |
| "Num Columns: 28\n", | |
| "Num Targets: 1437528\n", | |
| "\n", | |
| "Table Name: morx\n", | |
| "Num Columns: 38\n", | |
| "Num Targets: 1121954\n", | |
| "\n", | |
| "Table Name: chandra\n", | |
| "Num Columns: 516\n", | |
| "Num Targets: 317224\n", | |
| "\n", | |
| "Table Name: asteroids\n", | |
| "Num Columns: 1\n", | |
| "Num Targets: 150920\n" | |
| ] | |
| }, | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "from pyasassn.client import SkyPatrolClient\n", | |
| "import numpy as np\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "client = SkyPatrolClient() # <-- connect to the server\n", | |
| "client.catalogs" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "e3850b3f-d46d-4867-b569-b09e90107162", | |
| "metadata": {}, | |
| "source": [ | |
| "What we're interested in is stellar_main, which contains all sources which we believe to be stars. Let's look at some of the columns available:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "a560e290-4b5f-4378-ab41-604403db39a8", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "0 asas_sn_id\n", | |
| "1 ra_deg\n", | |
| "2 dec_deg\n", | |
| "3 refcat_id\n", | |
| "4 gaia_id\n", | |
| "5 hip_id\n", | |
| "6 tyc_id\n", | |
| "7 tmass_id\n", | |
| "8 sdss_id\n", | |
| "9 allwise_id\n", | |
| "10 tic_id\n", | |
| "11 plx\n", | |
| "12 plx_d\n", | |
| "13 pm_ra\n", | |
| "14 pm_ra_d\n", | |
| "15 pm_dec\n", | |
| "16 pm_dec_d\n", | |
| "17 gaia_mag\n", | |
| "18 gaia_mag_d\n", | |
| "19 gaia_b_mag\n", | |
| "20 gaia_b_mag_d\n", | |
| "21 gaia_r_mag\n", | |
| "22 gaia_r_mag_d\n", | |
| "23 gaia_eff_temp\n", | |
| "24 gaia_g_extinc\n", | |
| "25 gaia_var\n", | |
| "26 sfd_g_extinc\n", | |
| "27 rp_00_1\n", | |
| "28 rp_01\n", | |
| "29 rp_10\n", | |
| "30 pstarrs_g_mag\n", | |
| "31 pstarrs_g_mag_d\n", | |
| "32 pstarrs_g_mag_chi\n", | |
| "33 pstarrs_g_mag_contrib\n", | |
| "34 pstarrs_r_mag\n", | |
| "35 pstarrs_r_mag_d\n", | |
| "36 pstarrs_r_mag_chi\n", | |
| "37 pstarrs_r_mag_contrib\n", | |
| "38 pstarrs_i_mag\n", | |
| "39 pstarrs_i_mag_d\n", | |
| "40 pstarrs_i_mag_chi\n", | |
| "41 pstarrs_i_mag_contrib\n", | |
| "42 pstarrs_z_mag\n", | |
| "43 pstarrs_z_mag_d\n", | |
| "44 pstarrs_z_mag_chi\n", | |
| "45 pstarrs_z_mag_contrib\n", | |
| "46 nstat\n", | |
| "Name: col_names, dtype: object" | |
| ] | |
| }, | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "client.catalogs.stellar_main['col_names']" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "69cca58e-440f-4beb-8250-f15e87cdeb83", | |
| "metadata": {}, | |
| "source": [ | |
| "Now, there are several ways to access light curves from the stellar main catalog. If you have a list of IDs in some catalog that are also in stellar main, we can do a simple cross-match" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "a23c3eb2-83e4-45bc-bba8-ff0890abf3ee", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style scoped>\n", | |
| " .dataframe tbody tr th:only-of-type {\n", | |
| " vertical-align: middle;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>asas_sn_id</th>\n", | |
| " <th>ra_deg</th>\n", | |
| " <th>dec_deg</th>\n", | |
| " <th>tic_id</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>309238124040</td>\n", | |
| " <td>329.260377</td>\n", | |
| " <td>-8.035864</td>\n", | |
| " <td>1021890</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>335007699083</td>\n", | |
| " <td>97.045759</td>\n", | |
| " <td>18.214838</td>\n", | |
| " <td>46783395</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>335007693701</td>\n", | |
| " <td>81.164422</td>\n", | |
| " <td>18.222147</td>\n", | |
| " <td>6658326</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " asas_sn_id ra_deg dec_deg tic_id\n", | |
| "0 309238124040 329.260377 -8.035864 1021890\n", | |
| "1 335007699083 97.045759 18.214838 46783395\n", | |
| "2 335007693701 81.164422 18.222147 6658326" | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "tic_ids = [6658326, 46783395, 1021890]\n", | |
| "res = client.query_list(tic_ids, catalog='stellar_main', id_col='tic_id')\n", | |
| "res" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "d6bb65d1-b312-456c-b3b9-716de3c75234", | |
| "metadata": {}, | |
| "source": [ | |
| "Cool! But to download them we just add a `download=True` parameter" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "95cc441a-b309-4ff1-a362-c114963cb2a4", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Downloading Curves...\n", | |
| "Pulled 3 of 3\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "LightCurveCollection with 3 light curves \n", | |
| " asas_sn_id ra_deg dec_deg tic_id\n", | |
| "0 309238124040 329.260377 -8.035864 1021890\n", | |
| "1 335007699083 97.045759 18.214838 46783395\n", | |
| "2 335007693701 81.164422 18.222147 6658326" | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "lcf = client.query_list(tic_ids, catalog='stellar_main', id_col='tic_id', download=True)\n", | |
| "lcf" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "65860bbb-d0c2-4983-9cf7-29c387569071", | |
| "metadata": {}, | |
| "source": [ | |
| "Confusingly, the ASAS-SN light curve collections are not zero-indexed. Rather, they are instead indexed by the corresponding `asas_sn_id`. Let's get the data for the first star in our results" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "b74498c7-470c-4ff3-adc6-1f2e874ad504", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| " asas_sn_id jd flux flux_err mag mag_err \\\n", | |
| "0 335007699083 2.455950e+06 2.631129 0.065406 15.409426 0.027020 \n", | |
| "1 335007699083 2.456001e+06 1.195855 0.077245 16.265586 0.070211 \n", | |
| "2 335007699083 2.457008e+06 1.898396 0.088344 15.763814 0.050583 \n", | |
| "3 335007699083 2.457009e+06 2.688905 0.079993 15.385843 0.032336 \n", | |
| "4 335007699083 2.457010e+06 2.525095 0.031940 15.454087 0.013749 \n", | |
| ".. ... ... ... ... ... ... \n", | |
| "876 335007699083 2.460270e+06 1.078705 0.087489 16.317809 0.088158 \n", | |
| "877 335007699083 2.460271e+06 0.570231 0.111214 17.009938 0.211992 \n", | |
| "878 335007699083 2.460272e+06 0.881771 0.158339 16.536676 0.195184 \n", | |
| "879 335007699083 2.460273e+06 0.279718 0.173484 16.554491 99.999000 \n", | |
| "880 335007699083 2.460285e+06 1.417704 0.063456 16.021102 0.048652 \n", | |
| "\n", | |
| " limit fwhm image_id camera quality phot_filter \n", | |
| "0 17.673314 2.47 bb002159 bb G V \n", | |
| "1 17.492675 1.99 bb009521 bb B V \n", | |
| "2 17.346909 2.08 bb163615 bb B V \n", | |
| "3 17.454720 2.15 bb164000 bb G V \n", | |
| "4 18.451515 2.14 bb164230 bb G V \n", | |
| ".. ... ... ... ... ... ... \n", | |
| "876 17.297754 1.57 bn496999 bn G g \n", | |
| "877 17.037244 1.53 bn497292 bn G g \n", | |
| "878 16.653671 1.46 bn497651 bn B g \n", | |
| "879 16.554491 1.95 bn498020 bn G g \n", | |
| "880 17.646453 2.49 bn500813 bn B g \n", | |
| "\n", | |
| "[881 rows x 12 columns]" | |
| ] | |
| }, | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "data = lcf[335007699083]\n", | |
| "data" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "5ddc3b37-aac3-4d25-8c14-6fe0eb9d9c47", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1800x1200 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "lcf[335007699083].plot()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "a65e09f1-515f-4b41-b084-bb67b34c0043", | |
| "metadata": {}, | |
| "source": [ | |
| "For your project, we will likely be querying the catalogs using ADQL, a branch of SQL that is more focussed on astronomical data(?)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "4014a140-deb5-481b-8cf3-2ac2305bdf6d", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Downloading Curves...\n", | |
| "Pulled 3 of 3\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "query = \"\"\"\n", | |
| "SELECT *\n", | |
| "FROM stellar_main \n", | |
| "LIMIT 3\n", | |
| "\"\"\"\n", | |
| "lcf = client.adql_query(query, download=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "2edddd95-99b1-4870-b63f-16b762b202e4", | |
| "metadata": {}, | |
| "source": [ | |
| "There are a few useful things hidden in the result file which I show below" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "ff1b1084-cc55-4e70-a2fa-d4a89ea0312b", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "cat = lcf.catalog_info # the catalog data\n", | |
| "dat = lcf.data # the light curve data (time, flux for all stars)\n", | |
| "gen = lcf.itercurves() # light curve generator which yields a light curve at each step" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "bf53c9f3-3971-4a4b-a1d8-3b5bfa311610", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1800x1200 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
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| |
| "text/plain": [ | |
| "<Figure size 1800x1200 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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HlJZmd8uMvXuDWrLkoKFjqqsPEIJ6WGNjSOXlO1RcvFFz5uyNXr56db3uvnu3ios36tZbP9CxY/TO95pAwKdbbjF2DgXMSqlc+8MPP9Rzzz2nOXPm6Otf/7rKysqsGhcAAAAAAK5WWVmskpLkKhhLSgpUWdnf5hG5R0NDk3y+dfL51qmh4VSf36qq/e1uJplIMBhWVdUBO4YIh0Xa4Sxe3P4mo1JzO5xJkzarsTG1EPzhh5s3XL3mmm2aNWt3m9co0ifbJwSRXoYD8HA4rOXLl+vLX/6y+vfvr5/85Ce6+uqrtWnTJv3+97+3Y4wAAAAAALhOXp5fy5cPVXl5/HYogYBP5eW9tWLFUEc3dHSDZFuftLZmjfFe63C/dLTDiQ3Nf/KT5gC8pqYh2tNdEhXmSSoo2JBwsmD06Py434uVbROCcF7Sn74ffPCBZs6cqUGDBunKK69UY2Ojfvvb32rnzp267777NHToUDvHCQAAAACA6+Tl+bVw4QDV1o7QXXd9Inp5SUm+5s7tq9raEVq4cEDWh9+SdOSIuZDR7HGwT6o9u820w1m0aL+hau3GxpCuvnprUte96qqtKVeYQ3r22cFMCMKVOny1LVu2TJMmTdKZZ56p6upqlZaWauvWrXrhhRf0pS99Sbm5udHr/vSnP7V1sAAAAAAApEt7bTziKSwMaPr05gD86afPVEVFEUv8Y3TrZi7wMnscrGdVz24z7XAikg3Ap02r1dq1DUldd+3aBjZctUDshODMmUXRy8eNK2BCEI7q8BX3X//1X+ratav+9Kc/afv27Zo1a5YGDBjQ5nr19fW0QAEAAAAAeEZs0EaP4NQl2y+9tbFju1k8EphhZc9us+1wklVXx4arTiosDGjGjMLo18uWDWFCEI7K7egKRUVFOv/88/Xaa6/p9ddfj14eDofl8zUvafj444+1ceNGe0YJAAAAAEAa1dUF9bOf7Yt+fc012zRxYneVlbFxm1llZb01e/ZeQ5W/gYBPZWW9bBwVkmWmZ/fChW0LKCX729r85jcHTW+4WlFR1PGVAWSUDgPwK6+8UrNnz07qxg4fPpzygAAAAAAAcEpjY0jTptVqyZKWAVpNTYNqaho0a9YelZb2UmVlf5bxG1RUFNDUqT21ePGBpI8pLWXCwQ3M9Oyurj6gOXP6tPv82d3WZu1a8xuuEoAD3tPhGae8vDzpG/v2t7+d0mAAAAAAAHCKlS0eslmiDRIrK4uTboVSUlKgysr+dg0TBpjp2R2pqG6P2XY4yaqvz9wNV1PdYBRAWx0G4J/85CeTvrFzzz03pcEAAAAAAOAUMy0e0CyZDRKnT9+pZ58drPLy3goEfO3eTiDgU3l5b61YMZQqe5cw27N7zZoj7V5eVhb/+bdCQUHmbbhq1QajANrikwQAAADwgIaGJvl86+TzrWOzPsCA2PcOm+aZZ6R6/uqrt+pnP+uv2toRmjmzud3EuHEFmju3r2prR2jhwgGE3y5itjI63nGRdjhWaWhoUkHBhujXo0dn1oarrD4B7MWnCQAAAAAAkqUtHrKNmer5wsKAZswojF6+bNkQVVQU0fPbhcxWRic6zkg7nEsv7Wrofm++uafhCnMnN1xl9QmMoE2OcQTgAAAAAACYFK/Fgxn5+TkKh0cpHB6l/Pwcy27XbmY3SMyksCZTnxurmO3ZnaiiOi/Pr+XLhybVDue3vx1k6H7/53/26uRJYxNaTm24mg3vH1iDNjnmEYADAAAAAGBSsq0hvNymyOoNEuE+Znp2J1NRnZfn18KFAyxvh7NkyUGFDbwkR4/Od2zDVd4/SAZtclJDAA4AAAAAgElObprnFlZvkAj3MdOz20hFdartcFKthn7uucGO9Zzn/YPW2pswpU1OavikBgAAAADApEiLh7q6oB58cF/08muu2ZY1PVmt3iAR7mSkZ3dJSYFlFdWJ3luRlhDDh7+T0n04ueGqW98/kRA2dnNRKXG/6VRWunh5lUyqaJOTOgJwAAAAAABMmjixINqT9b77mkO6mpqGpHuyZnrwY8cGiXAfIz27V6wYmnKoHNvvuL33Vv/+b2nIkI0JW0JkAre+f+K10KDfdMesPKcXFGzQL3/5IW1yUsSnDQAAAADANTItDL7mmu1J9WS96qqtaR5Z+tixQSLcya6e3a0l0+/45Elpz56TKd2PG7jx/dPYGNLVVyc+Z7V3bmtdqQ9rrF1Lm5xUEYADAAAAAFypoGCD60PwbdtOJHW9tWsbbB6Jc1LZIDE/P0fh8CiFw6OUn59j0whhtVR7dndkxoxdpntjZxq7NhhNxbRptUmfs2Kv17pSP+KOO2qpFE/B6tXm3gu0mWpGAA4AAAAAAEyze4NEZJ+lSw85PYS0cdv7x0y/6Y5UVx/UpEmb47ZVQUtWTfzSZqoZjwQAAAAAwDVab9qVaMM1K+5r/vw6y283Gzm1QSLs4XQrokzu6W2Gm94/VVX7bXn8a2rqNX36TstvN53S9b6waqKANlPNCMABAAAAAI6LbHg3fPg7LS63Y8O12M315szZm/LtIf0bJAJe4qb3j52tZ6qrD9gymekljY0hffWr21O+Hbvb5GQaPnEAAAAAAI5KZsO7yIZrqS6jT+a+YE66NkgEvMgt7x87+0YHg2FVVR2w7fa9YNq0Wv3tb0dTvh3aTLXEpw4AAAAAZDCnWxVYYdq02qSrDlNdRm/kvmCO3RskAlYYPTrf6SG0y+n3j919o9esOWLr7Wcyq/qv+3xSRUVhx1fMIgTgAAAAAADHmPmD3+wyeis3dxs0qJMltwMgvSKtRJ57brDTQ3GlZHuRm2VnhXmms6r/ejicXRvJJoMAHAAAAADgGDN/8JtdRm9FuBAJz156aVjcXr0A3Kdv31xa8SShrCx+H3IrtFdh3npDYjs3P3YzK1cnUWnfEu92AAAAAIBjzP7Bb+aP+1TChdZ9eAcN6qypU3uavj0A6fXPf54TbSVC4BpfUVHA1nPb2LHdov9ubAzp4Yd7aODAf7XYkNiOzY/drrExpA0bGi27PSrtWyIABwAAAAA4xuwf6R0d115v9FQCgfb68FZWFifdLsCt/YaB1rwaDh8+3KTGxpDKy3eouHhj1geuiVRWFttyzgoEfCor6yXpVOB7xRVbtGpVge2bH7tdZHPmfftOWnabdvdyzzQ8GgAAAAAAx+Tnm/uzNNEf9/ECvM6drV3Wn5fn1/LlQ1VeHr9lAP2Gs4MXNqM1Gg7n5+coHB6lcHiU8vNzLB2LHS04qqoOaPLkzVq8+EDWB64dycvz69lnE5+zAgGfhg/vbOh2S0t7RScRT21I3CCp47ZUqW5+nA51dUHNnLlbPt86FRRsiF4+adLmDieQ7NicObbSHgTgAAAAAAAHHT5sruKtvT/uOwrwXn7Z2oBBOhUULVw4QLW1I3TXXZ+IXl5Skp9Uv2GvVtvaGY7CepEKVCfD4djXjB0tOJYsOZB0yJgJgavd8vLaP2fFtoNat+6cpFfBlJQUqLKyv6TWGxInN9lhdvNju0U+d/r3f6vF507E2rUNCVcXbN16TIsXG9/TIpHYSnucQgAOAAAAAHDE3r1BrV9vvOdpe3/cJxPghWws6CwsDGj69OYA/Omnz2zTMiUWrRi8UTXtFUYqUNMRDhtpL5SsPXuMTba5NXB1Wmw7qGRWwUhSaWlPrVgxNDoRmM7Nj+0U+7lzsoOXV7wJpN/85mCCo8yJrbTHKQTgAAAAAOAy2RIMVlXt7zA0aM/IkXlt/ri3Ywm5XdxQbeu0hoamFm0C4JyW1bjJsTMcbmhoUteu61VTU6/S0p6WtUMJG8tbXRm4ulHsKpiZM4uil5eUNPcQf+ih4harYNK5+bGdzHzutJ5AWrvW2s+t2Ep7NCMABwAAAIAs4bZg3WwI0rr/t5kALxl2bVw5Y8YuV1XbpsLMa6p12xdJWrCgjmpbh7i5Gvehh4pVWztCgwY5U83qtsDVbWLf/wUFfs2YURj93tNPnxn3OLs2P7ZT6/PWF77wvh591Nx7IHYCqb7emp8pst9EbKU9mvGIAAAAAAAcYTbMOHq0ZVhnJsCTpJw4rant3rhy6dJDhq7vlVYM8dq+SNLs2XttbfvitskfN3F7NW5hYUC9euWm5b5aczJwzUTJ9v5PtIlxImaPS0W889YrrxxVk8lTSTAY1qc//a5KSt7Te+8dS3mMM2cWdbjfRLbjUQEAAAAAF/HqpojtsSoEMRvgfe5z+S2W7Mdu7rZw4QD16hWwZSNHt1bb2om2L+6VCdW4BQXOxFdOBK5ekSgMN9vfvb3Nj+2UzHnLrNraoP761wYdPpz6+2jGjEJ6fneAdzIAAAAAuEA6NkWMrXx1QxWsVSGI2SDuxAm1WLIfu7mb27ixFYORyRq3bbKIZplQjXvJJfa0I+pIugNXt7C7R39ZWeJNM9vT3ubHdsukvSWQGAE4AAAAADgsW6tjrQpB7Arw6uqCmjlzd7R1xvjxmxyrxndTKwajkzVu22QRLaUyEWV1a5l4kypf+MJppm7vK185PfrvTAhc3aquboSlt1dUFNDUqT3//VVyldWlpb3SOjlp194ScAYBOAAAAAA4LFurY1uGIMlpLwSxejl9OqrxjXJLKwYzkzVu3mQR7qjG7eg9N3HiZsO3ecMNPfXrXw+Mfn399T0MHZ/uwDXbVFYWq6QkX1LHr72SkgJVVva3f1AxzO4tAXdyxycoAAAAAGSpbK+OPRWCJBdgxwtBrAzwrK7Gj1TIptpOwC2tGMxM1ji9yWI29dU3w6qJKLOSe88Zu83Ro/O1ePGAFpctWNAv5XNNNrC7/UlEXp5fzz8/RBMn1isQ56UU2ZB4xYqhamoKp3Uj20xqfVJXF9TcuXs0ceL7uuSS9zRx4vuc41ohAAcAAAAAB2V7dWxenl/Llw9VeXn8EDs2BOnSpe2fsVYGeOmoxne62tYss5M1Bw+eNHV/qbZ9cWMlv1tZMRFlltE+y8OGderwPfTcc4PbnCusONfAWnl5ft122yG98cbZLS5vvSGxE8+Fm9pOdWT48Hd0zz17tGrVEf397w1ateoI57hWeDcDAAAAgIOcro51g7w8vxYuHKDa2hGaObMoermREMRIgNetm19bthxvUyFXV2e+Gr+uLqgHH9wXvfyaa7bFrcA744wcQ/fhllYMZidrDh82F76k0vYlW/vqm+VUOGxmUmX79hNat+5szZ3bVxMmdNPFF+dr3LiW7/1447PiXJMO+fk5CodHKRwepfx8Y+eLVDmxQfIZZ+S2+NoNGxK7pe1Ue4qKcvXee8OjX3OO65h7n00AAAAASWF5f2YzW2WWSdVpySosDGjGjMLo10ZCkGQCvIgjR0J68cVTFXLDh78Tvfw3vzloKuD9z//couLijbrvvuYAvKamQXffvVtDh/6rzTG7dydfEe2mVgxmJ2vCYXN9dFNp+5KtffVT4UQ4bG5SRVq27GNVVBRp5cphevXVs7Vs2RBDt5HKucbLWk/kRezbZ24VRyYzu7dEOrz++tn6n/+p6/iK/8Y5jgAcAAAAyFgs7/cGs1Vmbq5Oc0q8AC+R2PDtr381F/C+/vrRuCGeyezXla0YzE66dO+ek9a2L9neVz9V6QyHWQHjDrG/T8RO5EWMGvWeyst7q7FxZNor0p1iZm8Jv1+65JKu6t/f3omUjz5q0lNPHTJ0TLaf49zxKQoAAADAEJb3e4fZKrOxY7tR/R9H6wAvWW+/3WjDaIxxWyuGWGYnXXr1yk3rJovZ3lc/k7ACxnn8PtE+M3tLfO1rvfW3vw3Xu++eG73MaIiejJtu2mF4Y9hsP8e555MUAAAAQNJY3u8dZqrMcnOld95ppPo/jrq6oP7nf/bIZzB32L8//b1vW3NzK4ZUJmvSuckiVcXWa2hoks+3Tj7fOkt7RLMCxnlmf59oaGhSQcEGO4fmOCvOWz17Wl8x/+ab5iZrs/kcxxkDAAAAyDAs7/cWM1VmZ5yRqyeeOES1Xivbtx/Xpz71joqK3tL99+8z3H7EbLuSbGFmsibSyiSdmyxSVZw5UplUQer27g2qutpYVfDixfu1Y8dxm0bkLlact+rqrO+fbvazKpvPcQTgAAAAQIZheb/3GKky69MnV3v2JPcHdWy1XuvNza65Zptn2qU0NoZ0yy3bNXjw21q3LrU2JkarxrOJmcma2FYmiXq0z5xZFG37cvhwk+bO3aOJE9/XJZe8p4kT3zf0WqWqOHOkMqmC1FVV7ddJg/lsOCyVlLyfNZOrTmwOa5dsPsdl708OAAAAZCiW93tPslVmN9zQ03Cbjkcf3a8bb9zWZnOzmpoGT7RLifSvra4+aEkF9xln5KZ+Ix5mtiVAXV0wGmpfddVWvfxyy/PYjBmFOu20nOhGfPfcs0erVh3R3//eoFWrjhh6rVJVbL9IS5RUW2CkOqmC1Kxc+bGp43bsOKHvf3+XxaNxt3RuDmuXbD7HEYADAAAAGYbl/d6UTJXZ8OGdDVf/nzypjGqXkp+fo3B4lMLhUcrP77h3qpH+tckYMaKL6QA1GxhtCRAOq91Qe/Xqls/ZoUMnLduIj6ri1Bl9H6Yinf3hM53Vvdi3bTth+tgnnjDWig3OyvZzHAE4AAAAkGFY3u89saFGQYE/bpWZlUFva5m4WaqZfvgdGT/+tA4D3myXbEuAcFgdhtoRF130nmUb+6ZaVRxbrZ5MC5a6uqDmz6+Lfj1lyhbPtBeS2v/5FiyoS3CEMXb0h7dyo04va2gwP+kZtOjlfeyYT336vB39uq5uhO2TLtko21dO8BswAAAAkGFY3u998aov7a7iz7TNUs30w08kdsPGSMB70UVdLbt9r+moJYCR6nyjG8V19Fo1U1Xc2Bgy1IIl9vpz5uyN3t7q1fWeaS8U7+ebPXtvgiONs7rPcjYFqEYnbCIaGpp08CATBdkg21dOSBLNzQAAAIAMU1bWW7Nn7zUU/GX70levsLuKPxgM61e/2q+ZM/vYej9m1NUF9etf71dNTb2OHAmpWzd/Ssv329O6Qi4cljZsSG1TzWwyf36dXn21QUeOhNSpk/TKKw223VdkY9+KiqJ2vx+pKv7Wtz5QdXX7qwQCAZ9KS3upsrJ/tFo9UWAfacHy3nvH9Mc/DtaXvrQ16esvXz5UeXnO1iDW1QX1yCMfRsPsceMKNH78aSora1sZGumtb+eqk/ZEJlUiAfuyZUOSCrPz83NUX39Byj3J3Szy/EVcccVmNTSEtWFDY5vfB1atOqJZs/ZEX9+ZsEEjrBd7jsv210B2//QAAABABmLTsOyVjt7UlZX7XNELPCJRVe7mzcctu5/2KuSsrjCP57Ofba4yt7rHr938fp++/vVeCgR8mjNnb/T5+etfG9Rk8/A72tg3L8+vhx4qbnN5e1XFRqrVa2rq9bnPWdeyxW5mKtWt7q0P8+I9fzU1DXr99aMZs78D0qdHjxzNmtXH8MoJL+MRAAAAADIQm4ZlJzOb+xl16FCTa3qBR6pQk+khbVai3sLpCACHD++i558fYvv92CEdz08iZlsCLV48QOFwWDfeuF2XXPKeSkre06OPHjB0G+++a2zyxan2Qsk8R62DUrO99QsKNrhu4iadm3nawYr3mNMTMNnI6VZihw41affuIIUPMQjAAQAAgAxkx6ZhcD8z1f9muKUXuJ1VqD6fdNddhQkr5OzuuX7JJV315pvDM/b96XSVsNmWQMOHv9NiNUE6qtUjLVvSzWhl+/TpO9O28gEds+o9Zsc5PUC2Gtdvf3vI6SG45nPcLTLzUxYAAACA5ZuGITMYqf43y6mwLpbZKtRkff3rvTVvXr+EFXJ29VyPTE6tXn1Wxr4/7X5+ktHRxr4NDU3t9oR2KtztqGWL1cw8R9XVB7RqVWrjnDJlS1KbMMZjpmq7ri6o+fPrLBuDG1j5HgsGw/rlLz+M216psND4FoE33GD/ZGymckP7IDd8jrtJZn7SAgAAAIiKbBoWsWzZEFVUFLH01aOSrf6/4YaeKbVLSXdY15qdVajJtgWyYqKhf/+278N33z1HCxcOUFNTWD7fOhUUbFB9/QUZ1abB6Srh1hv7ZkLvdLtXFLRm5jkKBsP6+99T27w0UW9xq+3fH5TPt05FRW8l3d88U1j9Hnv55eZQtvXk0Guvna2iouTPPWPG5GvGjE+0uMzspMMHH7QM34cP/5cmTnxfGzceNXQ7bmL2ve6zuMOZ05/jbkIADgAAAAAZJpnq/8cfH5RSu5R0h3Wt2VVBd9NNPZNuC2RFz/Wzzurc5jIvTE45XeGYiRv72rWiIB6zz9Hx49aErnZvwtjYGNLVV29Nagx9+76l2bP3ZFRFuNXvsU2bmvvWX3PNthbf69kzV2+/fZ4GD+74PfXlL3fXsGFddMEF77W43Oikw8GDJ3Xuue/o+98vbHH5oUMhrVp1ROef/67OOedf+uijkxlX4W/2vT5mTL7uuKNXx1dMktOf425CAA4AAAAAGaqj6v/KymL16GGuojjdYV1rdv3hvmrVx5o/v67D4KSxMaQf/Wi3Tp5MLQwcM8bedjVOcTJYydSNfTtq2WI1t4Rfdm3COG1ardauTa5a/dChJs2atSejKsKtfv527mw+59XUtHzcDh06qS99aau2bu04UF616ogefTT5TVXbc/DgSQ0evFHvvXdcUvxJxnffPaZPfOKfKi7e6IoK/2Tb85hdPfS5zxVYugrI6c9xN+GRAAAAAACPysvz6847zzB1bLrDutbs+sN9z56TmjkzcRDW2BjS5MmbtXjxAYVTyL8DAZ9uusmbfXKdCFbibewbrzr07bcb0z7GeFq3bEkHN4VfVm/It3XrMS1ebLy/sd1V6VZpbAyptvZE2u7vooveS7ri/OOPk3vcEk18fO5z7+nw4eRuJxiM37ffrc+nmdVDPp/0wAP7dN99+ywbh9Of427inrMhAAAAAMBy3/jGGYb/EHcirGstHRt9xgtOpk2rtaT9QKI2HZm2pL81u58fSerXL6CLL87XhAnd2t3Yt7ExpPLyHXGrQz/72U22ja291jaJONGyJR3PUbKs3pDvN79JbXPImpp6ff/7u6Jfu6mHfGQCbteu9J0L6upO2nK77U18/POfR/Xuu8fjHGGOXasMzCoqChhuQRYOW7tBrxs+x92EABwAAAAAPMzMH+Ju6K9sRf/tZMQGJ5EQzExlaWujR+ersrJ/dMl8ff0F0e/dfntt3NB2+PB3Ur7vdCgr6235hm2t7dt3Us89N1grVw5rs7FvbJW+E5txvvji0KQDZqdatnz1qz1tf46MsGpDvrq6oJ54IrUAXJKeeOKQBaOxnlUTcG4QDIZVVPRWi0mF737XnqDa6lUGqaqsLHZ0EuoTn8jt+EpZhAAcAAAAAByUjkpgI3+Iu6W/spng3qxHH91veXDy3HOD4260uWTJwYRL+iPctKS/taKigM44w96AJVHVsNMhYY8euVq+fKjKy+NP1MRr2ZIu9967N6UWPlZLtad1bMX/1q2ptwdxYuKkI3v3BrVkSerhvputW2dPayKrVxmkKi/P3+E5IjdX8tt0ati1K5hRPe/tRgAOAAAAAA7oqH2DlX+4Rv4Qv/HGHnGv43RY1550VdCdPCn96lf7Lb3N3r3f0vjxm1KazDjjjLccb8eQyPnn59l+H+1VDbslJMzL82vhwgGqrR2hmTOLopePG1fQbsuWdHLLYxQrlZ7kTlf8p0tV1X5P/nyxE7snTtj381m1ysAqseeIuXP7asKEbi3aOn3ve4UK2ZhNu7VHuhPc8VsNAAAAAGSRZMIcq/9wzcvz64EH+kW/LinJT9hf2Q0iwf0tt/SyvZXD4sXWBuBSy8mMsrIdpm7DTUv6W7v8cvsnJ9qrGnZbSFhYGNCMGYXRr5ctG9KmZUu6ue0xklLbkM/piv908erPGHsutPN1meoqA7sUFgZUUVGklSuH6dVXz462dXrjjaNpuX+39Uh3gnt+swEAAACADGV0AzUjYY6RP1wLCjYkXTH89NNn6i9/GapVq47o7rt3q6DAnX8e5uX5lZMj21s57NoVtC1sDgbDeuqpj0wdO2HCZtdujpmOPuDtVQ17NSS0ktseo1Q25LOzmn3ChG4Kh0cpPz/Hlts3yq0BrlWCwbCOH7fvZJ7KKgMnpPP5dluP9HTLrFcGAAAAAGQ4M2FOOv5wNRKep1M6Wzm4qX9sxNatJyxviWOVoqKAPvUpe9ugtFc17IaQ8I47al31XLTmhscoViob69pZzX7ppfm23K5ZmRbguk0qqwyckM7n22090tONdxYAAADgAbHBpRtDTDQzE+ZY8YdrXV1QDz64L/r1Ndds04IFdQmOcId0tnKYN8+9j4dbe7k+/fRg26rA41UNuyEkrK4+6LrnIpYbHqOIHj1yUtpYd+VK+/o6v/jiEVVU7NKPfrQ7epkdGxEnKx17HnhVKqsM7FRXF9TcuXs0ceL7uuSS9zRx4vvR11e6n2+39UhPJ/ecEQEAAAAgC5htTRD5w9Vou5XYzTbvu685AK+padDs2XsTHOkObmvl4DS39XI988zOmjrVntApXtWwW0JCtz0XsVJ5jDrruLqqMfrf5Z+Ruucea3FZvP8663ib2xswIKCf/KSu3QAwGdu2tb1Nq6xd26B7763TT3/6YfQyOzYiTlZZWW/5SepMSWWVgR1iP3vvuWePVq06or//vSHadqy4eKM2bjxmexupWG5bGZJOuU4PAAAAAEBqGhqaVFi40elhIElm/wBdteqIZs7crbVrmwPhBQvqdNNNPeMes39/UGec8VbS99HYGHJNL9yIbP6DPZ7q6gOaM6ePa8Kehx8u1tatxy2drEhUNVxW1luzZ+91xSaPkefC52seS0NDk+Pvo69+tad++MM9pnrn36L/1SO6v/mCfyR/7Df1A/1K/9Xisg0bjmnDhj0tLlu16ohmzdqj0tJeqqzsn3Dz3YYGZ84BkVUX7713TMuXD1Venv3JdFFRQH36BLRrV3b0au7a1a+jR5sktZ8C5+X51NjY8Yu4pKQgpVUGZtXVBfXrX+9XTU29jhwJqVs3v8aO7aavfrWHpk7dkfCcGAyG9bvfHUrjaN21MiTdsvcnBwAAAIA0aF2xncofoHPm7NXq1c1/UM+evVdnn/2vFteJXb4/Y8YuQ7f//e8bu346ZPMf7PG4rZdrXp5fy5cP1fDhnS27zQsv7KrDh9tf4VBUFNDUqfEnftLJbc9FxL337jUcfnfteiqErNJV2qlPGL7PWhXqUX0x6esn29YnP9/Zc0C6K/379XPHxFY6fPKTXTR/fsvWUz16+DVhQje99dZwHThwgcrLeysQaD8gDwR8Ki/vrRUrhiacRLFaR9Xdgwe/7crVS5nWI91K/CYBAAAAADapqwu2+ON+ypQtpioyEzl5suXXkeX7/fu/pcceM7Z55BNPHHKk720ibml34TZu6+V6+HCTtmw5YdntrV59JGELisrKYte8Nv7858NOD6EFsxvHHj166uR0Qp00T6WGj5+nUp1QJ8PHdRQwn3mm8du0Wjo2Io7o3t1dq3DsFAj49MYbLTfS/cY3euvxxwdpxIiuysvza+HCAaqtHaGZM4ui1xk3rkBz5/ZVbe0ILVw4IO3h9+TJm7V48YG4q1Cs/py3glt7pKcLATgAAAAAWCy2OmzOnOY+26tX1+svf0lPcHnypBQy2DnAjdWsZWXxq/+ymdtaw9ixWWmiCmE7qs7NevnlBn3ve+5ZPWHFc2G0Ctxo9XdriQLmiRNPM327VknnufHSS/Mtu63Ozr89EnrllQY99VT3Fpfde+++NpNfhYUBzZhRGL3OsmVDVFFR5EgbqGnTal1Z3d0Rt/VITzcCcAAAAACwUDLVYW7mtspiN7W7sMpXvnJ6yqG+21rD2BkIxasQtrrq3KxwWHr88fT28k3EiufCaBW42erviEQB85VXdm/38nRLx7mxsTGklSs/tuz2zjknr+MrOSjeJG2y7XHSzezqCqc51SPdTdz1iQkAAAAAGW7GjF0ZWR0W4bbKYsld7S6s8OtfD1Rt7Qj172++Gs9tvVztft1UVx/Qxo1HNXPm7mhP/T593srISSa7WfVcJFsFnmr1d0S8gPnJJ90ROKbj3DhtWq1effWoZbfXs2eOvvxld0wgmJHu/usdsWOli52c6pHuRq766bdt26YrrrhCr7zySsLr/f73v9f8+fM7vL36+npVVlbqkUce0U9/+lN9//vf17Zt26waLgAAAAC0sXSpeypBzXBbZbHU3O4i0WZomaawMKCzzjLXn8Dnk+t6udr9ugkGwxo58t0WLYXc6qqrtkY3onWCVc/FCXXSvUlUgd+rqSlVf0fEC5ifeeajlG/bCna/xu2oLh4//jT96lcDLL3NdEtn//WOZNLk9tChnRzpke5WrngEXn75Zf3gBz9QVVWVXnjhBQWD8V/Ye/bs0W233aajRzueEZs3b57Kysp022236Tvf+Y5+9KMf6bbbbtPx48etHD4AAAAARGVSdVh73FZZHBHZDG3TpnNdsSleRPfufvXrl6uioty41wkEfCotbdvGZfRoc1XtF13U1XW9XNNRod/UZPtdWOLVV4/q7rt3J9zE005WPhdV+mLCKvCd+oSqdJUl9xUvYN6//2S7l6eb3edGO6qL33zzqB58cJ+lt5luwWBYRUVvqaHB+ROAG1dIxdO7d8B1nxNOckUAPmbMGN1333362te+1uF1Fy9erOHDh3d4vfr6em3YsEEFBc0n/oKCAp177rn617/+ldJ4AQAAADdpXRl1zTXbHK0+ROYKBHyuqyxubd68vdq2zfm+z5LUr19A3/9+kd544xxt3nxe9PJx4wp08cX5mjChm2bOLFIwGFZ1ddvKzptvNt7b3OeTfv/7M1Matx3YrLQtp/oYW/lcHFfnhFXgqfb+juXWyTcpPedGO6qLn3nmI82bV2f57TrBDRvNunGFVDyZNNZ0yKhH48knn9S1116rnJycDq8bCAT04osv6pe//GWLy7ds2aJBgwbZNEIAAAAgfRobQyov36Hhw99pcXlNTYPuvnu3iore0i23bE979SEy1/nnd3F6CAm5bQOyXbuC0UrfO+6ojV6+bNkQvfrq2Vq5cphmzCiMe/zgwV309a8bC9VKS3tp4EBzrVPs5MXNSq2S7j7GVj8X8arAraz+ThQw9+4df3VFupSW9rK9mjaTqoud4IaNZjNpLwo3Tyg5wfmzSJK2b9+uEydO6Oyzz07q+p07d9btt9+u2267TX/4wx/00EMP6ZlnnlFpaal69OjR4fHhcLjdVil+vz+pAD5bhf69hW8o3la+AJBGnJMAuIUd56PGxpCuuGKLamoaEl6vuvqgXnrpiF58cagGDXJfaOYVXvmsWbeuUX37vqXrruuhRYuKXdc39JFH9rmyxUzrCu9QKKRQyBf9d2ux33/wwX7atOlYh+9lSSopyddDD/VL6fVm5+9HRn6WbFNdfUCzZhWmrSWBlc9FpAr8Yd3f4nIrq79vuKGHzjgjp93X5Ze/fLrmz3eujccll3TVgw/2tf08X1DgrvOtm8WeQ9OptLSnZs/ea+nn0Omn+/XRR9a+tvx+qbS0h2d+N7FCRgTg4XBYjz/+uO655x5Dxy1YsECBQED33Xefzj33XN155536z//8z6SO3bVrl7p0aVv9cO211+q6664zNI5s9Pzzzzs9BACI4pwEwC2sPB89/HAP1dQUSApLSvxH4PbtQQ0d+i9NmNCgr33tkDq5p32yZxw75pPU3+lhWCIUOrWR5wsvfKif/3yvunVzT+D83HNnSHJrlXrze/GPf1yhqVP7SZKWLNklqV+La77wwnJ16dL8uN52m0+dO5+uF1/MV1NT2/dzTk5Y48c36Gtfq9WqVe9aMlq7fj+K/Cx/+Uu+IwGVWwWDYc2Y8Yr+67+OpO0+rXwuqvRF3aVq9depINrK6m9Jeu213brppq2aMKFBp58e0rFjPn3lK6fOqT//+W5JfdTRZ51dBg7crVWr3rP9fgoLu0k63fb7aV/Hv0u4yZNP/llFRc70BB87todWrUrm969T3/f5wgqH45/Xu3dv0u9/393SMV52WYP+8Y8Vlt6m2x05ckTdusWves+IALy6ulo333yzfD5jb8YVK1aoqalJr732mmbMmKGf//zn2rBhg1auXKlOHfzW369fP+3b13aGkQrwxEKhkJ5//nldccUV8vuZvQTgLM5JANzC6vPR3r1BrVnzLxn5gzUc9mnlygIdP16o558fory89JwXGxqadNppb0mSPv74fOXne/N36a1bj0myJph0i0OHcvX97w/S+++fm7bXS0fmzn1PUqPTw4ij+b04atQ4SacCsy98YaKktyXFvgdGtjn6//2/U/38f/Wr/Zoz51TP3ssvL9D48d10yy09LascTsfvR//v/0k33bRDS5c637LATerqinXllUPSep9WPRetq8CtrP6WpI0bu2jjxi56+ukemjq1p+bOLVLkffP008MkObeqYP/+9Dxvn/50UE8//S+HVrlkTvgtSYsWDdHLLw9zZJXS5z+f3Aq8yGMaG36fdppfZ5yRq//6r9N1551nqLAwoBtv3CHJunOl3y8988xn1aNHRkS+lqmoqEj4fdc/Gu+8847y8/M1YMAAQ8e99dZbWrhwoZ599ln5fD699NJLqq6u1u23366f//zn+t73vpfweJ/Pp86dWSJqlt/vJ2wC4BqckwC4hVXno0WLDpj+A7mmpkHf+c5uLVxo7Pdrs/z+cMy/vXs+fvzxj5wegi327Dmpb35zpx57bJDTQ1FdXVAHDjhT8WfU7bc393v+yle2R//d0XugT5/O+v73i6IB+J/+NMS2SSM734979wb19NMf2XLbqRg8uJO2bnVuA9X6+lDaz4FWPhdV+qLy/z0BZWX1d6xgMKzFiw/onXeORS9bu9bZljrpet769u2sqVN7avHiA7bfV6Zbt65R//EfW7V8+dC0T9Dm5/u1fPkwTZ++U9XV7f8+lpsrDR7cWZs2tWyt/PHHIX388Qn95Ccf6uDBkO66q1C///1Hlo4vFJLuvHOXli5132bJTnJ9AL58+XLt27dPb775ZvSyd955RydPntSxY8d0yy236Kyzzmpz3GOPPaabbrqpRdV4aWmpcnJy9Mwzz3QYgAMAAABu9etfp/bHcXX1Ac2Z0ydtvWi9rq4uqCeecM/GjFZ78smDWrCgn2Ovl8bGkKZNq9WSJQdd2f+7PX/9a3NgF1sleNZZb6u0tJfmzj0VcNfXX+CJVRF1dUH9+tf7VVNTryNHQvrww6Alz5XffyrMsYqT4bckdeuW/gnAqqr9lr1vjquzFuhmS26rI06H3rHS+bxVVhZr06bjqqmpT9t9ZqrI5rLpmtCPlZfn18KFAzRnTh9VVR3QmjVHdORISN26+fW5zxXoz3/+WK++Gv81HAyGtWjRfq1c+bEtn2tPPnlIc+f2Ze+XGK4PwL/zne+0uex3v/udPv/5z2vWrFlxjwuFQjp69Giby88//3ytWbPGwhECAAAA6bN3b1C7dwdTuo1gMKyqqgOqqCiyaFTZKRODWTOamuTY66WxMaTJkzd7JgzavftkNPyWpGPHQhkdgNvxHvjMZ7qqe/ccjR3bTVdeeZo+9an3bHl/BQJSMLVTqWFjx8bvT2sXr7x3nJTO5y0vz6/ly4cmrC5GM6cn9AsLA6qoKGrx+VheviNh+B1r+3b7JuWuuWab/vGP4bbdfqZx1frDZHejbmpqanOdBQsW6LLLLtPx46eWF3zta1/TL37xCx0+fLjF7S9atEjf/e53LR45AAAAkB5VVfsVtuDv4TVr7N+Ira4uqPnzm8O+KVO2aN68vaqrS3PqZINIMLt4cXYEFOl4vbRn2rTatAR4TlTmStJVV21VY6OFJc5pZNd7YPXqYVq5cpgqKop0/vldNXVqT8tuO9batWdp5szm0KqkJN+W+4kIBHwqK+tl632058iRzHx9uYUTz1ukuri2dkSL1yjaikzou8XevUEtWeKOFWGvv37UE79vWcUVAfjGjRv1wx/+UHfeeackadasWbrnnnu0du3aFtdbtmyZvvWtb2nXrl1aunSpKioqtHPnqd5qdXV12rlzp5qaTvWEO+ecc1RVVaUf/OAH+uEPf6gf//jHqqio0J133qnzzjsvvT8gAAAAYBGrwkA7Q5HGxpDKy3eouHij5szZG7189ep63X33bhUXb9Stt36gY8cyN5hJVzDrFk6EaOkMEpwKCdeubVBJyaaMDCnS9R6orCxWSUmB5bf7wgsfa8aMwujXTz9tb7/c0tJejlSpOjW54xVOPW/Sqerim26yZwLIS5yaoG2PlS2HUhUOy1WTA05zRQuUc845RzNnzlROTo58Pp/C4bBCoZDCrUpbJk+erCuuuEIPP/ywQqGQmpqalJNzarnYAw88oAceeKDF9c877zz98pe/TNvPAQAAANjNqqDOrlAkmZYVkd6X7713zJENrFLlpgqvdMn03sVu9tprR1VcvFGlpb1UWdnf6eEkJZ3vgUhLiG996wNVV1t3nz//+Ydxv1da2lNLlhy0ZLWNJJWUFDj23JaUFGjVKvcEhJnEyect4je/ya7PGjPctMrBbRPja9Ycod3dv7niN82cnBzl5uZGN6z0+XzRy2IFAoFo4O33+xUIBDy7izwAAADQHquCSLt6mhqpCo1sYJVpsiWYjeXl3sWBgC8t95NIZFJo0qTNGdESJd3vgbw8v+bP72fpbR461KTZs5tXqMSuSHnooWKNGpWX8PjOOq6uauzwvyFFJ/SF0Tk6vPtjqaHh1H/Hjln6syRSVtbbFa/xTDN8eBetWDFUXbo4mzmtXeuuQNWN3LTKwU1hvOS+8TjJPa8SAAAAAB2yohVAbq5s6Wlqpiq0uvpAxrV/cFuFl92c6IFbVxfUu++mJyS84YYeabmfZNTU1Ov7398V/Xr+/DpNnPi+LrnkPU2c+L5reuin+z3Q2BjS1VdvtfU+rrtue4uve/ZMvGD+Fv2vGjS6w/82771Ed80dqsIhPaSCglP/VVfb+JO0VFQUsK2Pupdt2XJchw83OT0MHT2aXZOtZjgxQRuPm8J4yX3jcRKPBAAAAJBBrKjmCwR8Ou20HItG1MxMVajbNrBKRrZVVKWzB25s//jaWvuD3j59crVgQXNlsc8FhbKPPdY8iTRnzl6tWnVEf/97g1atOuKaHvrpfg9Mm1artWsbbL2Pv/3tqMrLeyscHqX8/JwOJxurdJV26hOG72df5yI1XjfV5CjNsaqPuhveH+nils8mAszEnNpcNp5LL7V3M12j3DQ54DTeSQAAAEAGsaKar7ExrFtv/cCiETUzWxXqpg2skpFNgYTPJ1VUFHZ8RQtE+scvXnwgbe01PvzwZIsqz969rZ8YMqqpg6JTN7RLSed7IJ39xmNXpHQ02XhCnTRPpYbvY+bxqZr+3/H7j9sh0ke9vDy1CdSRI/M0d25fTZjQTRdfnK8hQzpZOEr3ccNnkx0bwHqJk5uUttbYGNLKlR87PYwot00OOC17fnMDAAAAPKKyslhjxqRWZfTkkwctb6Vgtio00yqqsymQCIelpUsPpeW+jPSPt8rJky0rrs87L3HfZzdxsoe+ne+BHTuOa+7cPdHWL6NHv5e2CZHYqt9kJhuNVoHXqlCP6ouOtH7Ky/Nr4cIBqq0doaFDO5u6jR49clRRUaSVK4fp1VfP1tq1Zys3caeYjOaGz6Z09XDv1cv5yT+jxozJd3yT0ljTptXq1VePOj2MKDdNDrgBATgAAACQgcIp5kFNTbJ8ebfZqtBMq6jOtk3l0lEFmc4q39Zefrk5dO9o40O3caqHvp3vgfPPf1f33LMn2vply5YTttxPPC++2FzBWVlZrMLC+Amv0SrweSrVCXVytL1GYaH5VURjxrSc+CgqCuiGG7zbX9wNn0129nC/5JKu0X//4x+ZN5kxbFgXxzcpjXDyM6w9o0e7a3LADdzxSgEAAACQNKv64VodbJqtCs20HpXZtqlcOqogzfSPt0p9ffPP9/Ofp7c1RaqcClLtfA+EHC66fe21o9HWMocPN+ngwcQ9aZKtAo9Uf0c42V7D7ATGtdee3uay2B76XuOWz6bKymJdcon1vaUj1cpjxxbod7/7SF/5ins2BE7Go48e0Nat6dksuSNOfoa1JzfXp5/+dJ8rNk12CwJwAAAAIINYWWVkdbBpJlTJ1B6VVm0qlwnSUQWZ7tYnsfLyml+zJ086NgzTnApSvfoeOHIkFG0tk0yodUKddG8SVeD3aqpOqLlntpPtNcxOYJSX17bpO5+X581YyS2fTY2NIU2bVqvXXrNvE9g1a+p199279cQT6Wl3ZaXYFlZOcvIzrD2R59QNmya7hTfPVAAAAIBHWVllZHWwaSZUydQelclsKpebK/k98BdXOqognQwD3dDnNxVOjd+qjRXdKNJaJtlQq0pfTFgFvlOfUJWuanGZ0+01zExgrF3b4Fjf+XS78caejn82xW4MnImTc+nw859/qHnz9jpe6ezWzxE3bJrsFh74dQwAAADIHlZWGdkRbBoJVUpKCjK6R2XspnIzZxZFLx83rkBz5/bVzp3nu6KCMBXpqoJ0KgzMyZHWr280fFwgIN1wQ0/17+/85I2TQWrse6C42PnHwirBYFhFRW/p8OHE7U8ijqtzwirwSO/vWE6318jL86u6eqDhSTqn+s6nmxsqZp3YGDjTHDrU5IpKZ6cntDri5KbJbuHuZwgAAABAC1ZVGdkVbCZTFRoI+FRe3lsrVgx1zQZWsRoamuTzrZPPt04NDR0HYIWFAc2YURj9etmyIaqoKFJhYUCVlcUaPdr63q3pkq4KfbOtNIYO7azPfKZ5I7f2ehQnEgqZ6zl9551n6PHHB+mcc7oYP9hiTgep0qn3wPDhzj8WVisoSP78FK8KvL3q75wcuWJy7MknDxp+/SfqO5/J57rWnnrqkKNBv9s2VXQ7pyudzX6G+dK4eCZbJq/icd9vmwAAAADisqrKyM5gs6PK6NraEVq4cIArw2+r5eX59eyzg50ehinprNA32z9+7dqztHr1sOhlv/iFsbYOYZPdhN5881TV+KhRXTu4pr3c0qdYMh8Audn27SeSvm68KvD2qr+LigKOt9eQzK8oitd3/tlnB/978jOVUblDU5Mc2WA2wm2bKmYKpyqdzXyG5ebaNJg4nNo02S28/xsnAAAA4CFWhEx9+uTq/vv7WjCaxBJVRrtVXV1Q8+fXRb+eMmVLyv1FM22TOL//VHVqOiv0i4oCuuEGY/3j4/XoHTy4k+29148ejQRTzgZUbuqhbyYAcrutW5MPwKW2VeDtVX9LUr9+7njOzK4oij0uPz9H4fAohcOj/v3vsOmJJbdxaoNZyX2bKmYSJyqdzeyBMnJk17S/V5x8TTsts34TAwAAALKcFSHTnj0nddVVW7N+Q6RYjY0hlZfvUHHxRs2Zszd6+erV9a7oL5pOoZC0efNxB0Ks1O/w6qu3qrraeFsHoyIrMdatM94/3Cpu66FvJgDymtZV4O1Vf0tS9+456RxWXGZXFLV3nBc3bGRz3szkVKWz0T1QnDgPZPPrigAcAAAAyCBWhUxsiNQsNriJt+Tc6f6i6Zbu18fevUE98cQhQ8c8/vjBNlV+a9c2WDmsuCJ9t+0ME+L1hnVzD30jAZBXVemL+r7u1Pd1Z7vV35I7+rZL5lcUtTf+b33Lexs2Ormxods3VXQ7Jyqdje6B0tCQ/t8lsvl1lb0/OQAAAJChKiuLNWZM6puNpWOZcOvl8W40bVrywY3RYLiuLqi5c/d2fEUXSucycjP9bp2q8ovtu202TOjXL9BhQLJt23maO7evJkzoposvzteECd1c30M/mQDI646rsxboZi3Qze1Wf7upb7vZ3vutx79t23EtWeK93sLpnKhovflytk8kpcqpSmcje6A4EUa7ZfLNCe77xAQAAADQISvaU2T7hkjSqcrjJUsOGjommWA4tqXKvffWJbyuW6Xz9ZHKZnz5+Tn68Y/7WDyi+GL7bpsNqa67rofeffec6Nef+UzXNgH3wIGdVVFRpJUrh+nVV8/WypXDXN9DX0ocAN11V6HuuquwRag/dGhnB0ebfm7q2969e47OPLNtSJ9Ie+O/5pqtnun7HeH0RIUXe+qnk9OVzsnsgZLuSY6cHLlm8s0JBOAAAABAhpk2rdayVg/ZvCGSZE/lcTItVTJFul4fqW7Gl67WC5de2lUVFYWaO3ePJk58X3/840dxW5Uk8sAD+/SlL22Nfl1Q4NfYsd1UVuaecDRV7QVA8+b107x5/VqE+j17unNliBEDByb3nI0Zk++avu2R89SmTceTPmb06Lbj37s3qDfecK4Xvl1Gjsxz9L1IT/3UZEKlc7onOYqKAp75fDGDABwAAADIIGYqlhPJ5g2RpNQqj+OZMWOXZ3rhpuv1kepmfOka55AhnTVs2L90zz17tGrVEa1b12i68nXDhmPRf2fjZqsRu3alp82OnQ4fbkr6um6plDbS+ikiN9enn/50X4sVMFVV+13zM1nJ6Qpi6VS7s0GDjFXow/nq/WSle5LjjDNy03ZfbuT8OxoAAABA0sxULCfihj/ynZRq5XF7li41tpmjm6Xr9ZHqZnx2jtMfc9OPP37I1qr+bNtsde/eoPbsyfwA/KOPknuuXn65wRWbD5udSF2zpu1EzUsveWOyr7WjR51P9fPy/Fq9eliLc1Aysr11ipvaDHUknRsH19cnP1HnRdn92y4AAACQYayuLM6EZcJ2SrXyuD2Z3vYkVrpeH6luxmdngHDzzelvQ2B0s9VMVVW1XyHv5/wtpHNz2XhSnUiNTNRMmPC+/vEPa9pxuY1bJofPPLOz4WpmL30GGVVSUuCaNkPJSGbjYDNtttqX3RMj7nhHAwAAAEiKla0eMmWZsJ1SrTz2snS+PswsBY+t8rOrl2qPHjn63vc+YfntJuPXv96vHTuS78+cibzSKsgIN2w+bNXjvnZtg2fbaLnlHN/YGNLJk2HTIejo0fnWDsilAgGfyst7a8WKoerSJbOizkQbB8+d21f//d+FCY5OXvfumfW4WC27f3oAAAAgw1hZlZZJy4TtkmrlsZel+/VhZCl46yo/u3qpDhvWWU899ZHlt5uMUEi6/PL3Pd0KxavhaUec3nw4Ex53v9+5Vh5uOcdHNiqtrj6YVJ/16647vc1lzz47OGF1caa55JKuuvvu5kA4EhLX1o7QwoUDMi78jlVYGNCsWX0VDo9SODxKL754lioqijRt2icsef569qQHOAAAAIAMYVWrh+7d/brvvr6W3FYmS7Xy2KucWEaezFLwRFV+dvRS7d49R2vXOlelvG3bCX3rWx/I51snn2+dGhq808O1sTGk2toTTg/DEUY2zbRDfr77o6Cvfa13m4rYdLnxxp6uOMcb3ag0N7fteTNSXfzuu+dYObS0CwSk8vLeWr36LN11V/NrYtmyIaqoKHLF82UXqyZ43bKqwSnuP+sBAAAAiCor621JP8jDh0P63vd2pX5DHmAkOO3TJ1f33+/tiYNRo/IcW0be0VLwRFV+sQF6rkWFbmPHdlN9vbPVsk884Z1NVSMila27dmX2Bpg9euSYOu799487Vtnf2BjSli3ubq0TmYArLAxoxozU2j+MG1egkSO7WDSy9DGzUelvf9t8rvjMZ7pqwoRuqqz8UHV1QQ0e3EXh8ChdfHFmtkQJBqWTJ0+Vwefn50SrpPPzzb0H08HKcaY6weuWVQ1OIgAHAAAAMoxVGyJVVx/Q9u3uDkLSIS/Prz/+cbD69Ok4Nd2z56T+4z82e7otxemn5zi+jLx18JVslV8kQP/e91LvmRoJDAoKnH0svLihndHKVjcqLe2padPOMHXsoUNNjm1yOm1arbZvd2flfSDg0w039NTllxdoypQtuuSS9zRlypaUbnPx4gF6+21jn3OPP34wIzcqPXmy+d//+MdRrVp1RHffvVvFxRt1660f6NixkGs29zTj0UcPaNIkb3/+xpPMCqlEsmHlWkcy95UPAAAAZKGqqv0KWfS3XzgsXXPNNmtuLMP94Ae7tGfPyY6vKOnVV49q1Kh3deyYN/8Id7ri2QpvvHE05dsYOTJPhYUBjR5tbVuVbGemstWNHnqoWLfeeobp3rzV1QfSHrK6/bH/0pe666mnDmnWrL1ateqI/v73Bq1endpEyW9+c9BwkOyljUqlUz/PokX7NWnSZl16aWZWgEfU1NQ7NnnktLw8v376036GX89OtDRzIwJwAAAAIINYXTX5+utHHa90c5qZUOjdd49p3LjmDQrz83O0Z8/58nvgL6z33z+uefP2ZvTrwopN/iKVkjffbP3mmtnMTGWrW6XSm9eJkNXtj/1TT31k+fjM9vB/8cWPLR2HUXZsVFpTU68tW05k/IaYTkweuUFdXVDz59clff1Ee2ZkIx4BAAAAIIMcPJhclXKywmE5XunmNLOh0KuvNrSoRLOyOt9Jhw41tVk274RU+qdascz/6NFTrwk3LRufMmVLxk9OuKn1yeDBnXTeeeb6Q0eeg8rKYtO9wNesOWLqOLPc9NinQ0GB3/RqkNdeO+po2GEkvQAAUfhJREFUqw27WpU89dQhXXvt6bbcdqxx4wpa/Hvo0M6W3bYbKvTTqbExpPLyHSou3qg5c/a2e51PfrL5PJbMnhnZiEcBAAAAyCAffdRk+W2mO4Rxm1RCodhKNCfCJav6wbcndtl8pvVcTWWzsAg39spdvbreFZMTyWpvEsOOylaztm49obffPmbq2MceO7VqJC/Pr2HDzIV76X4s3PTYp0N9fUiHD5v7mY8cCTnaasOKc1h7gsGwhg7tYtvtt2fZsiGmV0rEky2/t0Q2DF68+EDCifp//rP5PJbsnhnZxn2f6AAAAADSKttCkdZS+fljK9G8+jhmYs/VsjJzG4XFGju2W5vLSkt7uqJ9QCZPTrhxYsGMv/2tIfrv7t3NVYCn+7Gw4/4GDPBuyOZkqw0rzmHxvPJKfUobKibj0KGWk/VW/zxe/bxtzeiGweXlvQ2vmMoW3vjkAQAAALKE2aAlka5dnQ/0nJRqKBSpROvUyYrRGBNOUzvfTOu5mkpvZulU79Sysl5teq5u3Xpc553XxTW93jNxciKdlad2ig3gRo3KM3UbF13U1arhJMXqxz43V1q+fIilt+kmTrbaSPUclsiRIyHl5fm1cOEA1daO0MyZRdHvjRtXoE6dUv+d4PDhlgG41T+PVybSEjGzP0mmfVank/dfMQAAAICH9OqVa/ltZkslVTyphkKRx8+K0MCtMrHnamVlsQYNMjcr8clPdtEPf7i7Tc/VmpoGrV/f6Kpe75kWeNhZ2ZpOLQO4zPh5rH7sb7mltwYObG7/MnNmkSZM6Kbu3b0TNTnZaqOystiWCaPY125hYUAzZhRGv162bIgKClJ//vx+X5v2R1b+PJ/7nDcm0hIxsz9JJn5Wp4t3zkoAAABAFrDjj+H16xszKkCzWqqhUCRMOHHCqhG5U6b1XM3L82vIEHO9mbdsOd5hz1W3yLTAw87K1nSKbZGzbp25jRZff93ccWZZ+diXlBSosrJ/i8tmzCjUypXDdM455iri3cjJCeK8PH+0VYmV+z20194pltkVDbHamwSJ/XlSnYjZsuV4SsdnArP7imTaZ3W6EIADAAAAGeSrX+1p+caHmRagWS3VUCgSJpw44f6wNBWZuFKgocHcmD/6KLN+1kwLPOyqbE2XnByprKxX9Guz7w0n3lOpPvaBgE/l5b21YsVQdenSfqTkpfYUTv8skVYl//3fhR1fOQmtX7vt+clP+if8fjJ69mx/tVps65VZs/ro9NPNtXX73e8OeX7iPpPOK5nAO2clAAAAIAvce+9eW/o+Z1qAZrXKymJdconxfryRXtGS80GJ3TLx58vEMZuRaYFHMpWggYBPffpY3/LJCl/9ak8VFjZv/mj2debE6zP2sc81+PDefXehamtHaOHCAXHDb8k7fd6ljqul02XatE8oYMF+o61fu+355Ce7avDg1Da16OhxKywMaObMPtq58zydeabxau5smLjPpPNKJuBRAQAAADKEmQ2RkpVpAZrV8vL8evHFszR8uLGWGaWlvaJhgpdCn/a4JQgywuvPSUQmBh6JNuGbO7evamtHtOgv7RZ9+uRq0aIBLS4z+zpz6j0Veex37jxfFRXJVxbfdVdRi/C0oaFJBQUb2lzPK33e/f6Oq6XTpagooOuvT619TXuv3fY0NoZUWGh+8snnS/5xy8vzq6DA3Ky+1yfuM+284naZ9ykJAAAAZCkzGyIlKxMDNKvl5fm1bt05uuSS/KSu37oHrldCn/bEVrpnEi8/J7EyOfBobxO+iopTQavbzkt9+uTqX/86t031s5nXmRveU4WFAVVUNE8+RDaxvPjifE2Y0K3FxIQRXunz3qdPoMNq6XRasKBfSse/9NKwhJX7EdOm1erVV833py8qyjX0uB07Zu4c7fWJ++uu62H4GDecV9zKXZ8mAAAAAOIyuyFSMjI5QLPSqUrwYR22ZmivB65XQp/2xFa6ZxIvPycRXg483FLB7/NJX/7y6dq6dYROP71tZayZ15kb31ORTSxfffVsrVw5rMXEhFGZ3uddkvr1c9fzk5eXWoT3hz8c7vA6dXWprzQrLjbWPqVLF3MT+26bILOamfODG88rbuHtVwsAAADgIXZVO3k5QDMjmdYM8XrgVlYWu7ZvsVmtK90zjZEgrkcPcxuyOcnLgUe6K/iHDu2snHZeAuGwtGzZYU2btlPHjrV/HjbyOsv091QyYnuN+zM0eere3T3ng7q6oObPr0vpNpJpGfKb3xxMeaWZ0cft3HON9wCXmLhvLRvOK6nI0NMQAAAAkH3sqnbycoCWikStGeI5fLhJ+/c3pWN4totX6Z5pkt1wsby8t6ZNOyPNo2srN1dJT6J4PfBIZwV/p07S5s3H1RTn7RsMhrVo0X5NmrRZjY1tQ3Ajr7NMf08lKzKZuH798IwMwd0QsDY2hlRevkPFxRs1Z87elG4rmUn0tWtTX2lm9HEbNarR8H1k28R9aWnPhJOBpaU9s+a8YhaPDAAAAJAh7FhO7vUALd3s7NOeLqef7tesWX0SVrpnmtiq/rlz+7bocxxb1X/rrWekteJ40KBOGj++5Vh27jxfW7aMIEj9t3S10jhxIrnr1dTUa/r0ne1+L9nXmdefs9bOP7+rbrops1oRuSFgbWwMafLkzVq8+IAlnyvJTKLX16e20izZx62hoUk+3zrl5Kw3tBFrRLZN3D/0UHGbVWklJfktvp9t5xWjeHQAAACADGFlO4BsCtDSyc4+7eny0Uch7d4d9GS4ENn0L7bPcWxVfzorjvv1C+idd87VX/7SdiyptOHxmkhl9S239JLPJfuZVlcfUF1dMO73O3qdZaNUN3A0KjYcrKgo1NChnQ0d74aAddq0Wks/U+JVZufn5ygcHqVweFTKbV+SfdxiV1E0NRl7Y2frxH1hYUCzZvWNPlfPPz/U6SFlFO9/WgIAAAAeYSacu+GGnlQippFdfdrTraOAz8vSVXFcXNypw/efmTY8XrVly3GFXbK4IhgMq6rqgNPDyCipbuBo1CWXNAfgf/97g264oacuuigvqWPTHbC27u89ZcoW3XXXrpQ3o4wVCCipyuxUzn1GHrcZM3YZvn0m7pEKb+3OAgAAAHhcZWWxNm06nlRVWElJgRYvPhVyV1QUdXh9pM6uPu3pFgn4svF1E6k4nj59p6qr2289kJMjhUJKKZD1ymslHayuhLXCmjVHsvL9kSnuu29f9N+rV9dr9ep65eZKw4d30ZYtx9t9XwcCPpWW9lJlZf+0BKyNjSFNm1arJUtabjwZGa+Vzj8/L+7EWUNDkwoKNkiStmw5V7Nn7zXccuXGG3tq0aLkJtX37g1q6dJDhm7f75fWrTtbI0Z0NXQcEMEnLgAAAJBBktloTWJDpHSL9DNdteqIqeP79nVfRe+aNeZ+Fi/oqAXJjBmFKVcju2GDvUywd2/Q0kpYq3hltYcTRo/O7/hKNjh5Unr33WO66KK8Fn2nnWgtZHV/744kO+FWWGhupdljjw1K+nGrrNxn+GcOhaRlyz42dAwQi9+GAQAAgAzT3kZrn/lMy6ooNkRyjtE+7YGAT889d6Zr+htHEPDFb0HyxhtHU7pdN2ywlyncurEsFfzGxPaZXrlymEpLE4esZ51lrGe3Ea++elR79jS3eHKitVC6VzU0Nib/HjLSBiqy0iy5MYRUXr5D999f1/GV25HNk7JIHWdsAAAAIEPFbrS2evUwp4eDf7v++h6Grl9a2kuf/nSBpk61LhC1YrNUAr74Up0cuOGGHlnZx9sMt7U+iaCC37y8PL8eeqi4zeWxG1e+8spZtvbif+IJYy04rOTEqoaCguTP55GVZjfemPizzO9X0puLxla8m109w6QsUsFvNAAAAIDH1NdfoPz8HKeHkbUWLOinMWOSW+I/Zkx+dNOwhx9ObfPFSy9tXgXw7rvn6LvfPcP0bUneCfgi7Wl8vnVqaGiy5DZTnRxYsKBf0teNrZzNxve1G0Mvr1bw2/FeMeLpp8+M/jvZdl9mObmqwIlVDWPGGP9s2bbtRMLvh0JSVdUBTZq0WY2Nid+nVlS8MynbUrZ/NhjFqwcAAAAA4jD7B6aRCrfIdVMNfH7720HRfxcWBjR7dl/DtxHh1YDPKqlWpl5zzTbNm7dXdXXBjq+c5VIJvXJzT1WpWq20tBcV/CmKnFvr6y+Ie514vfgHD+6UjiHaxolVDTfdZKyv97RptVq7tiGp69bU1Gv69J1xv29VxbtXJmXhDAJwAAAAALDQjBm7kg4OXn65oUVwkGjzxbvuKtSdd/aOXlZSkt/iOr16BVqE9fn5OTp6dKSpsJaAL7GystSqUlevrtfdd+9WcfFG3XrrBzp2zH1Vzm5hdrJhwoRu2rnzfMsnckpKCqKrNrKJkyuLWvfiHzQoswNwJ1Y1GDmfmwmsq6sPRCf0Wq8ksKLinUlZpIoAHAAAAAAstHSpsd6yscFBRGFhQLNm9Y0G2i++eJbmzeunu+9uDryffvrMFqFQeyJV5bfc0ivpTTZHj87PyoDPiKKigKZONVZR2Z5gMKxFi/Yn1UIgW5mZbAgEfHr88UEqLAwY2tCvT5/cuPcVCPhUXt5bK1YM9ewGww8+uC/67ylTtmjBAnObFdqtvt6a98qECd2iE4bpbP/i5lYejY0hXXnlZsOBdTAYVlXVqc+y+fObXzdTpmyxpPqbSVmkyr3vOgAAAADIQGaDA7vk5flVVTVQW7eep1Gj8jq8/nPPDfZswGclI8FqRzpqIZDNzEw2xG4ymkxroUi4vXXrCNXWjtDcuX01YUI3XXxxviZM6Ka5c/uqtnaEFi4c4Ln3RuzEy333NQfgq1fXa/bsvdGv07FKoXUAH69NkJENHRNxqqWGnZt7purqq7fq9dcbTR37yCMfqrh4o+bMaX7drF5dr82bj6c0Jp9PqqhIPNkLdMRbZ24AAAAAyEBr1hwxdZyRHuWDBnXWX/96VpvLx40raNFKxWsBn12s3qSvvZUAOMXoZEPrTUZjWwt1FG4XFgZUUVGklSuH6dVXz9bKlcNUUVHkyerTxsaQrr56a1LXveqqrbasUkgUwMdrEzR6dOoBspMtNcysasjJkfr3T+41ePrpbc/hyZ5bkm3f1Z5du4K2bO4ZDhtfWQW0xm82AAAAAOAwJ3rCRixbNqTDVipon5Wb9Nm9EiCTJVvFHRFvEiebwu1kGNnocO3aBstXKSQTwEfaBF11VfP1br65Z9ItneJxsqWGmVUNZWW99eabwzu8nt8vffRR28+T4cPfyej9BsxOEgMRBOAAAAAA4DA394RFx6zapI+QJ75EG8RGqriTXQ2B1Dc6tILRAD6isDCgM87INX2/btjI1Miqhsh48/KaPye++90z2r1uKE6+nen7DTg5SQxv4LcsAAAAAHBYsr1oY4M9Qj73MrtJHyFPx9rbIDabq7jNqqra7+h+BWYC+Fjnn9/xfgbt6ds31xUbmRrpTd/eeL/1rfYD8I5k6n4DTBIjVbyCAAAAAMBCRnu7OtmLFvYwu0kfIQ/Spaam3tRxkVUKdXVBzZ9f1+J7CxbUJV0hbiaAj3X55eb6gH/9670dD78jklnVELvxass9H8z/DJm434BTG5bCO9zxrgcAAAAAjzjzTGPtL4YM6Uz1qseY3aSPkAfpYna1weHDTSov36Hi4o2aM2dvi+/Nnr233U0r22M2gI8ws5GkJN10k7He2+nQuoXSsmVDbF3VkGn7DeTmiklipIwAHAAAAAAstHXrcUPX37z5WMZV42WTllWXybWdufnmnqwEgKuZXW3w/vvHtXjxgbjV28n2mk613Y+ZjSQlMdn4b1btN3DaafbHimeckavTTqPlF1JDAA4AAABkuNZL0adM2aJ58/YSqjrk5Enj18+kajx0rLDQeDhXWtqLcA5pk+wGjK0dOtSU1PU66jVtRbsfIxtJekFDQ5N8vnXy+dapoSG1CQQr9hvIzZVuu81cL/KCguQnCPfsOZmRfcvhLgTgAAAAQIZqbAy1uxR99ep63X337qSXosN5VlXjwT2MhHMlJQWqrOxv84iAZmZbiBiRqNe0FcF1MhtJStLIkV2i/2aC+JSuXVN/7m+5pbemTfuE4ddRbq507Jix/u+Z2Lcc7kIADgAAAGSgxsaQJk/ebMlS9GzXsqouuepGq1lRjQd3SSacCwR8Ki/vrRUrhrpmYz5kB7MtRIxI1GvaqgA+spHku++eE/c669cfi/6bCeJTtm070e7vBaNH5yd1fGTSzszraOTIroZXSmVa3/JUsbLPenzCAgAAABlo2rTapDcR62gpOpxnph1AQcEGR0N7dCwSztXWjtDMmUXRy8eNK9DcuX1VWztCCxcOIPyGI4ysUujRw1wP5nirW6wO4I22D4qdIN6+/XhGh40BE52Ttm070e7vBc8+O7jDivrS0p4tJu2Mrnbp3t3a15KXsLLPPnzKAgAAABlm796gliw5aOgYlg+729ix3ZweAmKkuiqgoGBDi+MKCwOaMaMw+vWyZUNUUVFEz284ysgqhWHDOpu6j8OH479/jASniSqTGxtDuv32WsNjk05NEA8Z8nZGh41f/vLppo6rrj6gjRuPtgj/r712mwYO7KR1685uMWlXUtL8+D/0UHGLSbvI66i0NP6ERuxqF7P9y72+UoqVffYiAAcAAAAyTFXV/rh/HMWTbcuHnWR0WX8g4FNZWS+bRgMA8SW7SsFs1e6uXfEnXo0E8M89N7jd70dCQ6OTwrFCcXLETAkb77uvrwYN6mT4uGAwrJEj3203/B816j198MGJ6OVPP31mwtvKy/ProYeKo1+PG1egiy/O14QJ3dqsdjG7AaoVG6e6GSv77OXtVw8AAADgQcn+gdRaNiwfdoPrr+9h6Pqlpb1SqgTOtOX6ANyno1UKZjet3Ls3mPDclGqbICOhoVluDxvz8vwaMsRchX5TnAL9YDCs6mrzkwrLlg3Rq6+erZUrh7VZ7WL2teTllVKs7LMfATgAAACQYcwuA/b68mG3WLCgn6F+qJWV/ZO6bmNjSN/+9s42lZKZtlwfQOYpK+stv4kEqalJSa0+MtMmyExoaJbbw0azbUWsYmTTRjMboHp9pRQr++xHAA4AAABkGJYPu5uRZf2xG4klQm9QAHbLz89RODxK4fAo5ee3bHlSVBRQnz7mVqrYtfrITGholtvDRrs/3/ftO9nu5WY2bTSzAeqNN/b09J4JrOyzH78BAwAAABmG5cPul+qy/tboDQrAaf36mQsg7Vp9ZHfrk9acDBtbV1jfdNOOFt83+3tBsp58sm2lfSoTs5WVxQk3Nm3t/fePeXpil5V99iMABwAAADIMy4czh5ll/a3RGxSAG5jdCNOu6uR0h39OhI3xKqzXrm2I/vt739ul66/vafj3AiP+9reGNpelMjGbl+fXsGFd/v1Vx1X8L7/c4OmJXVb22Y9HCgAAAMgwZpYPp7rRIpxDb1AAbmD36qNELVjak+7wL933l0yFtSQ9/vghTZ26QzfcYOz3AiPq61uG/6lOzO7dG9QTT0SOTy649/LELiv77EcADgAAAGSgyspiWzZahPukozeo0eAJQPZx2+oju9t+tJbusNFohbXPZ99jUlDQMj5MdWKWid2W3Pbe8iICcAAAACAD2bHRItyJ3qAA3MBtq4/MhIZmpTtsNFNh/fjjB7VkycCEvxf4Tf4qcOmlLft1pzoxy6aPLbntveVF/BYMAAAAZCirN1qEO9EbFIBbuGn1kZnQMMJnMDdPd9hotkL6yScPJfy9YP364aYmDb761ZaPc6oTs0zstuWm95YX8RsRAAAAkOGs2GgR9km1vYiVvUEjY6mvv8DUbWaDurqg5s+vi349ZcoWzZu317O9ZwEj3Lb6yEhoKEljx54KgrduPc/VYWOqFdLxfi84//yupiYNPvGJ3BZfpzoxy8RuW257b3kNjxYAAACArJUJYSe9QdOjsTGk8vIdKi7eqDlz9kYvX726XnffvVvFxRt1660f6Ngx71YgAsmIrD56991zWlzuxOqjSGhYWho/1I09f/5//9+pIHjQoM6uDhvNVjpv2NDY4TnK6KRBe1KdmGXTx/axss8+PGIAAAAAsk4mhZ30BrVfY2NIkydv1uLFB+K2HQgGw1q0aL8mTdqsxkbnXxeA01qfY5xafZSX59dDDxW3uTwSGrYO6mOPc2vYaLbSed++kx2eo5KtNE40qZDqxCwTu4mxss96BOAAAAAAskomhp30BrXXtGm1SbccqKmp1/TpO20eEYBUJRsaujFsTKVCO5lzVDLhf+ykQutWXqlOzLY8Prle50zsIhUE4AAAAACySiaGnfQGtc/evUEtWXLQ0DHV1Qdc1SYHgLeYqZCOlew5KpXwP9WJ2VPH50vq+OdkYhep4rciAAAAAFkjk8NOK5frp7oxZ6ZIpsd7VdX+uCsB4gkGw6qqOmDZOAEglpkK61jBYFiPPWbss86oVCdm8/L8ev75IRo/Pv6ENBO7sAqvHgAAAABZwwthpxuX67uNkR7vya4GaG3NmiNWDTfrZcuEDGBEqptVvvyyuXObEalOzObl+fX1r3/U5nI39GGHt+Q6PQAAAAAASJdUws6KiqJ2v1dXF9Qjj3wY/XrKlC0aP/40lZXRr9QJkR7viZ7rSI/39947ZrrH+5EjzveGB+BdkQrrQYM2at++k4aPr69P3zkqMjE7e/apCcdly4akNJmV6vFAa0yhAAAAAMgaZkPL9o4zUmVsNSsrZhsamuTzrZPPt04NDU0WjdA5Rnu879plrr1Nt278OQ3AXnl5fl1wQZ6pYwsKMuMc1aVLWHv2nOf0MOBxmfFuAAAAAAALmA0tWx8XqTJevPhA3JYqkSrjSZM2m64yhjFmerzv2WMuAB87tluLr1v3iW+v3zgAGGW2DcqYMebbpwBeQwAOAAAAIGuYDRJah51Gq4ynT99p6n5hjJke76GQlGOwiD4Q8KmsrJek5pUAw4e/0+I66VgJAMAbEq3qKSuLv8lkPIGATzfdZH4TTcBrCMABAAAAZA2zQUIk7JTMVRlXVx+gEjgNzPZ4Lyoy1qu9tPRUf3cjKwGuumqrqbEBMKa+/gJPbahaVBTQ1KnGwuzIOQrAKQTgAAAAALKGFUGCmSrjYDCsqqoDho6BcWZ7vPfrF0h6dUBJSYEqK/tLMrYSYO3aBpWX9/ZUMAcgPSorizV6dH5S1409RwE4hQAcAAAA8AArN0X0usrKYlNhZ4TZKuM1a46YOg7JM9vjvXv3HC1fPlTl5fFXCAQCPpWX99aKFUPVpYuflQBAhkjm89Htn6F5eX49++zghNdpfY4C0Ix3BAAAAICskpfnNxx2xjJbZWz2OCQvlR7veXl+LVw4QLW1IzRzZlH0e+PGFWju3L6qrR2hhQsHRF8PrAQA0qehoandf2eTvLzmz6K77vpE9N/xzlEAmvGuAAAAAJB1jIadscxWGZs9Dsmzosd7YWFAM2YURr9etmyIKiqK2vTTZSUAAKdMn94cgMc7RwFoxm9gAAAAALJWsmFnrFSqjGGvdG4Wx0oAAAAyAwE4AAAAABhgRZUx7JNqj/dksRIA2S4/P0f19Rc4PQxJ7u/hDcBZfPICAAAAgAHprDKGcan2eE8WKwEApJOXQ/78fOJJ2ItXGAAAAAAYlK4qY5iTSo/3ZLESAACaeTmgR+YjAP//27vz8CzLO1/g3yREiEkERQwuuIGoVNtqj1pXFJ2Ko3Xaaqtt9bhgY53pKNOp0wru26jVVrQdC0plTqe1rU6dYi24HBRtq1WPWkUdUaQKKnFAkcUAIXnPH5a3RBYByfbm87kuL3nu976f/J6Q/Ei+eXI/AAAA66m97jLmo9mQPd7Xld8EAICuwVdhAAAAG6A97jKmc/ObAMDGsHhxc8rKnkxZ2ZNZvLh5o5zTHdnwV74SAwAA+Aja8i5jOje/CQDQ/triBwaUth4dXQAAAAB0VSt+E+Db394qAwc+XxwfNqwmhx++WUaMsO0J0HmtuFMcSpkAHAAAAD6iD4bcEycOtO0AAHQCAnAAAAAAoENUV1dk0aJPpKbmTx1dSqfhzvyNSwAOAAAAKxE8AN2dPkgp8QQOAAAAAABKkjvAAQCAbs1dbgAApUsADgAAAAB0GD+Mpi3ZAgUAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAPiIqqsrsmjRJzq6DICS1tDQlGuuaSgeH3vsjFx55Zw0NDR1YFV0dgJwAAAAAKDTamxsSX39qxkwYFouvXROcXzKlEUZPfqNDBgwLWee+VqWLGnpwCrprHp0dAEAAAAAAKvT2NiSo456OVOnLlrjnKamQsaNm5sXX1ySSZMGparKPb/8lY8GAAAAANZbdXVFCoW9Uyjsnerqio4uhxJ1zjmz1hp+r2zq1EUZOXJ2G1dEVyMABwAAAAA6nTlzmjJhwtvrtebWW+fZE5xWBOAAAAAAQKczfvzcNDUV1mtNU1Mh48fPa6OK6IoE4AAAAABAp7OuW5980IMPLtzIldCVeQgmAAAAAHQRK/Ze7w4WLmxp13WUJneAAwAA0O0tXtycsrInU1b2ZBYvbu7ocgBIUlu7YdHlhq6jNPloAAAAAKBTamhoyve//1bx+Etfmpkrr5zjIYfdxNChNRu07tBDazdyJXRlAnAAAADYCFZsS1Ao7J3q6oqOLge6tMbGltTXv5oBA6blqqv+GoBPnbo4o0e/kQEDpuXMM1/LkiW2uihlI0ZsmcrKsvVaU1lZlhEj+rZRRXRFAnAAAAAAOo3GxpYcddTLufnmeWlqKqx2TlNTIePGzc3w4S+nsVEIXqr696/MqadusV5rTjutb+rqKtuoIroiATgAAAAAncY558zK1KmL1mnu1KmLMnLk7DauiI40ZsyAdd4KZejQmowZs10bV0RXIwAHAAAAoFOYM6cpEya8vV5rbr11nj3BS1hVVXkmTRqU+vo1b4dSWVmW+votM3nyoPTqJe6kNR8RAAAAAHQK48fPXeO2J2vS1FTI+PHz2qgiOoOqqvKMHbt9Zs3aIxdd1L84PmxYTa64YpvMmrVHxo7dXvjNavmoAAAAAKBTWNetTz7owQcXbuRK6Izq6ipz7rl1xeOJEwdm1Kj+9vxmrQTgAAAAAHQKCxdu2AMtN3QdUPoE4AAAAN1UQ0NTrrmmoXh87LEzcuWVc+ylC3SY2toNi6o2dF1H04eh7XXN7gAAAMAGa2xsSX39qxkwYFouvXROcXzKlEUZPfqNDBgwLWee+VqWLHFHJdC+hg6t2aB1hx5au5EraVv6MLQfATgAAEA30tjYkqOOejk33zxvjQ+aa2oqZNy4uRk+/OU0Nnbt8KW6uiKFwt4pFPZOdXVFR5cDfIgRI7ZMZWXZeq2prCzLiBF926iija+79WHoaAJwAACAbuScc2at80Pmpk5dlJEjZ7dxRQB/1b9/ZU49dYv1WnPaaX271EMQ9WFoXwJwAACAbmLOnKZMmPD2eq259dZ59qIF2tWYMQPWeSuUoUNrMmbMdm1c0cajD0P7E4ADAAB0E+PHz13jr9uvSVNTIePHz2ujigBWVVVVnkmTBqW+fs3boVRWlqW+fstMnjwovXp1nXhLH4b213U6BAAAAB/Juv7K/Qc9+ODCjVwJdD2LFzenrOzJlJU9mcWLmzu6nG6hUCikUFh9WLym8c5OH4b216OjCwAAAOjqVjxosbNbuHDDHqS2oesANsSKh0SuLSxevjwZN25uXnxxSSZNGpSqqq5xj6c+/NF1lX9z6Ty6RncAAADgI6ut3bBvATd0HcCGKOWHROrD0P589gAAAHQT6/pQuQ869NDajVwJwOqV+kMi9WFofwJwAACAbmLEiDU/UG5NKivLMmJE3zaqCKC1Un9IpD4M7U8ADgAA0E3071+ZU0/dYr3WnHZa39TVVbZRRQCtlfpDIjuqD3uIK92ZABwAAKAbGTNmwDr/Cv7QoTUZM2a7Nq4I4K+6w0Mi9WFoXwJwAACAbqSqqjyTJg1Kff2afw2/srIs9fVbZvLkQenVy7eNQPvpDg+J1IehffkMAgAA6Gaqqsozduz2mTVrj1x0Uf/i+LBhNbniim0ya9YeGTt2e6EL0O66y0Mi9WFoPz6LAAAAuqm6usqce25d8XjixIEZNap/t9vzu6GhKddc01A8PvbYGbnyyjlpaGjqwKqge+puD4nUh6HtCcABAADolhobW1Jf/2oGDJiWSy+dUxyfMmVRRo9+IwMGTMuZZ76WJUu6zt7C0NV5WC+wsQnAAQAA6HYaG1ty1FEv5+ab56WpqbDaOU1NhYwbNzfDh7+cxkYhOLQXD4kENiYBOAAAAN3OOefMytSpi9Zp7tSpizJy5Ow2rghYwUMiNy7bPNHd6RAAAAB0K3PmNGXChLfXa82tt84TFkE7Wvkhkeedt1VxfOjQag+JXEe2eYL3dZku8d5776WhoSF//vOf8z//8z9ZsmRJR5cEAABAFzR+/Nw1bnuyJk1NhYwfP6+NKgLWpK6uMiNH/jUA/+Uvd/KQyHVgmyf4q04VgM+cOTNHH310fv/737ca/+lPf5rq6ur0798/O+20U3bcccdccsklaW5uXuv5li5dmlGjRuW6667LjTfemH/8x39MQ0PDWtcAAABQ2tZ165MPevDBhRu5EoC2YZsn+KseHV1Akjz88MO5++6706NHj/z2t7/Nueee2+r1pqam3H///Vm2bFlqamryqU99KptuuumHnvess87KgQcemBEjRiRJnn322XzmM5/JE088kcpKPykEAADojhYu3LA7HTd0HUB72tBtni69dGt31q/F4sXNqan5U5Jk0aJPpLq6ooMrYl11ijvADz744Fx11VU544wz1jhn4MCBOeqoo3LwwQevU/g9c+bM/Md//Ee+9KUvFcf23HPPlJeX51e/+tVGqRsAAICup7Z2w74V3tB1AO3JNk/QWsn+633fffelb9++qa2tbTW+ww475L777uugqgAAAOhoQ4fWbNC6Qw+t/fBJAB3MNk/QWqfYAmVdTJ48OeXl5SkrK8sjjzySr3/969l3333XOH/69Omprq5eZby6ujrTp0//0LdXKBSydOnSVcbLy8tTUeFXHNakpaWl1f8BOpKeBHQW+hGd2cofly0tLWlpKevAatrHaadtkUsumbNed0hWVpbltNM27/Kfx/rRhuuOnyudRUtLodWfS+3jd2N/bC1cuPZn5q1tXXu+b7taP9IDuq4uEYDX1tZms802yxe+8IUkybBhw7LXXnvl+eefz3bbbbfaNfPnz0+PHqteXo8ePTJ//vwPfZuvv/56evXqtcr4CSeckC9/+cvrdwHd0N13393RJQAU6UlAZ6Ef0RktWVKW5P3vq37720np1Wv9fm2+qzr00M1z3301SQpJ1hZivP/6YYctzGOPTW6f4tqBfrT+uuvnSmcwf355km2TJPfcc2/69Okagem62tgfW42N/ZKsmml9+Lq3c9ddd32kt70huko/0gM6r4ULF66yC8jKukQAftxxx7U6HjhwYOrq6nLFFVfkpptuWuO6QmHVD8RCobDa8Q/adttt89Zbb60y7g7wtWtpacndd9+do48+OuXlJbvDDtBF6ElAZ6Ef0ZktXtyc5Nkkyd/+7VHd5qFeRxzRkqOPnpGpUxd/yMyyDB1anTvv/Hh69er6n7/60Ybrrp8rncFbbzUleS5JcuSRn8lWW5XWgxo39sfWs8/OyZ/+NGe9133xizvls5/99Ed62+ujq/UjPaDzGjVq1Fpf7xIB+Or069cvjz/++Bpf7927d5YtW7bK+LJly9K7d+8PPX9ZWVl69uz5kWrszsrLy7tE8wK6Bz0J6Cz0Izqj8vLCSn/uPh+j1dXlmTRpl4wcOTu33jpvtduhvL/tSd+MGbNdSYTfK+tOf9cbS3f9XOkMysvLWv251N73G/tj64wz+uXSSxvWe5unM87YskPet13l80kP6Lo6/d/UK6+8kn79+uXOO+9sNb506dI0NTWtcd3gwYOzYMGCVcYXLFiQQYMGbfQ6AQAA6Fqqqsozduz2mTVrj1x0Uf/i+LBhNbniim0ya9YeGTt2+5ILv4HS1r9/ZU49dYv1WnPaaX1TV1dad9bDCl3iX/G6urpss802xeNCoZBZs2blsMMOW+Oaww8/PO+8807eeeedVuMzZszIEUcc0Wa1AgAA0LXU1VXm3HPriscTJw7MqFH9hUFAlzVmzIAMHVqzTnOHDq3JmDGrf8YelIJOFYCv7umvO++8c0488cR8/OMfL47dcccd6dWrV84777zi2He/+90ccsghWbp0aZJk0KBB+epXv5rbbrutOOeJJ55Ijx498qUvfamtLwUAAAAAOkRVVXkmTRqU+votU1m5+gf9VlaWpb5+y0yePMhvulDSOsUe4NOmTcsvfvGLPPXUU0mSiy++OFOmTMnw4cNz0EEH5Rvf+Eauvfba9OjRI2+99VbmzZuXP/zhD6mr++tP6BsaGjJ79uw0NzcXx8aNG5dLL70011xzTaqqqjJt2rTce++92WSTTdr9GgEAAACgvazY5unSS7fOTTf9Ty655P0HYw4bVpPDD98sI0bY9oTuoVME4LvvvnsuuuiiVFRUpKysLIVCIS0tLSkU3t9cvk+fPrngggvWeo5rr7021157bauxqqqq/Ou//mub1Q0AAABA26qurljtn1k3K7Z5WhGAT5w40PuRbqVTBOAVFa0/6crKylYZAwAAAACA9WGDHwAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoSZ3iIZgAAAAAQNuorq5IobB3R5cBHcId4AAAAAAAlCQBOAAAAAAAJUkADgAAALAWDQ1NueaahuLxscfOyJVXzklDQ1MHVgXAuhCAAwAAAKxGY2NL6utfzYAB03LppXOK41OmLMro0W9kwIBpOfPM17JkSUsHVklXt2J/7kJh71RXV3R0OVByPAQTAAAA4AMaG1ty1FEvZ+rURWuc09RUyLhxc/Pii0syadKgVFW5zxCgs9GZAQAAAD7gnHNmrTX8XtnUqYsycuTsNq4IgA0hAAcAAABYyZw5TZkw4e31WnPrrfPsCQ7QCQnAAQAAAFYyfvzcNDUV1mtNU1Mh48fPa6OKANhQAnAAAACAlazr1icf9OCDCzdyJQB8VAJwAAAAgJUsXNjSrusAaDsCcAAAAICV1NZuWFyyoesAaDs6MwAAAMBKhg6t2aB1hx5au5ErAeCjEoADAAAArGTEiC1TWVm2XmsqK8syYkTfNqoIgA0lAAcAAKDbq66uSKGwdwqFvVNdXdHR5dDB+vevzKmnbrFea047rW/q6irbqCIANpQAHAAAAOADxowZsM5boQwdWpMxY7Zr44oA2BACcAAAAIAPqKoqz6RJg1Jfv+btUCory1Jfv2UmTx6UXr1ELACdke4MAADQjdn6A9asqqo8Y8dun1mz9shFF/Uvjg8bVpMrrtgms2btkbFjtxd+A3RiPTq6AAAAAIDOrK6uMueeW5dLLpmTJJk4caAfGAF0EX5ECQAAAABASRKAAwAAAABQkgTgAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAJWnx4uaUlT2ZsrIns3hxc0eXA0AHEIADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAQEkSgAMAAAAAUJIE4AAAAAAAlCQBOAAAAAAAJUkADgAAAABASRKAAwAAAABQkgTgAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAsAYNDU255pqG4vGxx87IlVfOSUNDUwdWxboSgAMAAAAAfEBjY0vq61/NgAHTcumlc4rjU6YsyujRb2TAgGk588zXsmRJSwdWyYfp0dEFAAAAAAB0Jo2NLTnqqJczdeqiNc5paipk3Li5efHFJZk0aVCqqtxr3Bn5WwEAAAAAWMk558xaa/i9sqlTF2XkyNltXBEbSgAOAAAAAPAXc+Y0ZcKEt9drza23zrMneCclAAcAAAAA+Ivx4+emqamwXmuamgoZP35eG1XERyEABwAAAAD4i3Xd+uSDHnxw4UauhI1BAA4AAAAA8BcLF7a06zralgAcAAAAAOAvams3LDLd0HW0LX8rAAAAAAB/MXRozQatO/TQ2o1cCRuDABwAAACATqu6uiKFwt4pFPZOdXVFR5dDNzBixJaprCxbrzWVlWUZMaJvG1XERyEABwAAAAD4i/79K3PqqVus15rTTuuburrKNqqIj0IADgAAAACwkjFjBqzzVihDh9ZkzJjt2rgiNpQAHAAAAOBD2IYDupeqqvJMmjQo9fVr3g6lsrIs9fVbZvLkQenVS8zaWfmbAQAAAAD4gKqq8owdu31mzdojF13Uvzg+bFhNrrhim8yatUfGjt1e+N3J9ejoAgAAAAAAOqu6usqce25dLrlkTpJk4sSBfhOkC/HjCQAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoSQJwAAAAAABKkgAcAAAAAICSJAAHAAAAAKAkCcABAAAAAChJAnAAAAAAAEqSABwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoSQJwAAAAoOQ0NDTlmmsaisfHHjsjV145Jw0NTR1YFQDtTQAOAAAAlIzGxpbU17+aAQOm5dJL5xTHp0xZlNGj38iAAdNy5pmvZcmSlg6sEoD20qOjCwAAAADYGBobW3LUUS9n6tRFa5zT1FTIuHFz8+KLSzJp0qBUVbk3EKCU6fIAAABASTjnnFlrDb9XNnXqoowcObuNKwKgownAAQAAgC5vzpymTJjw9nqtufXWefYEByhxAnAAAACgyxs/fm6amgrrtaapqZDx4+e1UUUAdAYCcAAAAKDLW9etTz7owQcXbuRKAOhMBOAAAABAl7dwYUu7rgOgaxCAAwAAAF1ebe2GRRwbug6ArkGXBwAAALq8oUNrNmjdoYfWbuRKAOhMBOAAAABAlzdixJaprCxbrzWVlWUZMaJvG1UEQGcgAAcAAAC6vP79K3PqqVus15rTTuuburrKNqoIgM5AAA4AAACUhDFjBqzzVihDh9ZkzJjt2rgiADqaABwAAAAoCVVV5Zk0aVDq69e8HUplZVnq67fM5MmD0quXWASg1On0AAAAQMmoqirP2LHbZ9asPXLRRf2L48OG1eSKK7bJrFl7ZOzY7YXfAN1Ej44uAAAAAGBjq6urzLnn1uWSS+YkSSZOHJjq6ooOrgqA9ubHnQAAAAAAlCQBOAAAAAAAJUkADgAAAABASRKAAwAAAABQkgTgAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAQEkSgAMAAAAAUJIE4AAAAAAAlCQBOAAAAAAAJUkADgAAAABASRKAAwAAAABQkgTgAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAQEnq0dEFAAAAAAB0ZtXVFSkU9u7oMtgA7gAHAAAAAKAkCcABAAAAAChJAnAAAAAAAEqSABwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoSQJwAAAAAABKkgAcAAAAAICSJAAHAAAAAKAkCcABAAAAAChJAnAAAAAAAEqSABwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoST06ugAAAACAtlBdXZFCYe+OLgOADuQOcAAAAAAASpIAHAAAAACAkiQABwAAAACgJAnAAQAAAAAoSQJwAAAAAABKkgAcAAAAAICS1KOjC1hX7733XhYuXJjGxsZUV1entrY2vXr16uiyAAAAAADopDrVHeAzZ87M0Ucfnd///vetxn/605+muro6/fv3z0477ZQdd9wxl1xySZqbm9d6vhkzZuSCCy7IqFGjcvzxx+eUU07Jm2++2ZaXAAAAAABAJ9Ep7gB/+OGHc/fdd6dHjx757W9/m3PPPbfV601NTbn//vuzbNmy1NTU5FOf+lQ23XTTtZ7znXfeya233prLLrssZWVlKRQKOfnkk7PPPvvk6aefzpZbbtmWlwQAAAAAQAfrFHeAH3zwwbnqqqtyxhlnrHHOwIEDc9RRR+Xggw/+0PA7Se68887cdtttef7555MkZWVlGT16dF5//fXccsstG612AAAAAAA6p04RgLeFzTffPPPnz8/ixYuLYzvttFOS5NVXX+2osgAAAAAAaCedYguUdTF58uSUl5enrKwsjzzySL7+9a9n3333XeP8z3/+8/n85z/fauyVV15JkgwZMuRD316hUMjSpUtXGS8vL09FRcV6Vt99tLS0tPo/QEfSk4DOQj8COgv9COgs9CPaS5cIwGtra7PZZpvlC1/4QpJk2LBh2WuvvfL8889nu+22W+fzTJgwIVtttVVOOumkD537+uuvp1evXquMn3DCCfnyl7+87sV3U3fffXdHlwBQpCcBnYV+BHQW+hHQWehHfFQLFy5MbW3tGl/vEgH4cccd1+p44MCBqauryxVXXJGbbrppnc7x/PPPZ8KECbnrrruy+eabf+j8bbfdNm+99dYq4+4AX7uWlpbcfffdOfroo1NeXrI77ABdhJ4EdBb6EdBZ6EdAZ6EfsbGMGjVqra93iQB8dfr165fHH398nea+8847Of3003PnnXdmv/32W6c1ZWVl6dmz50cpsVsrLy/XvIBOQ08COgv9COgs9COgs9CPaGud/qPrlVdeSb9+/XLnnXe2Gl+6dGmampo+dP3SpUvzD//wD7nlllty4IEHJkkaGhrapFYAAAAAADqPTh+AJ0ldXV222Wab4nGhUMisWbNy2GGHrXVdoVDI+eefn8svvzx77LFHcewnP/lJm9YLAAAAAEDH61RboKzu6a8777xzTjzxxHz84x8vjt1xxx3p1atXzjvvvOLYd7/73dx111257777iluXnHvuuampqclDDz2Uhx56KIVCITNnzsyuu+7aTlcEAAAAAEBH6RQB+LRp0/KLX/wiTz31VJLk4osvzpQpUzJ8+PAcdNBB+cY3vpFrr702PXr0yFtvvZV58+blD3/4Q+rq6ornaGhoyOzZs9Pc3Jwk+fnPf57rrrtutW/viSeeaPuLAgAAAACgQ3WKAHz33XfPRRddlIqKipSVlaVQKKSlpSWFQiFJ0qdPn1xwwQVrPce1116ba6+9tnh84okn5sQTT2zTugEAAAAA6Lw6RQBeUVHR6risrGyVMQAAAAAAWB9d4iGYAAAAAACwvgTgAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAQEkSgAMAAAAAUJIE4AAAAAAAlCQBOAAAAAAAJUkADgAAAABASRKAAwAAAABQkgTgAAAAAACUJAE4G1Vzc3Nuu+22NDc3d3QpAHoS0GnoR0BnoR8BnYV+RHspKxQKhY4uorP52Mc+liR57rnnOriSrmfp0qXp1atXlixZkp49e3Z0OUA3pycBnYV+BHQW+hHQWehHbCwfluW6AxwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEk9OrqAzui1115LU1NTcf8Y1t2KLeX32muvlJWVdXA1QHenJwGdhX4EdBb6EdBZ6EdsLDNmzEhlZeUaX3cH+GpUV1ev9Z3GmpWVlaVfv34aF9Ap6ElAZ6EfAZ2FfgR0FvoRG0tlZWWqq6vX+HpZYcWPWwAAAAAAoIS4AxwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAAAASpIAHAAAAACAktSjowsAgLWZN29eli5dmkKhkEKhUByvqalJnz59Oq4wAAAAoNMTgLNaLS0tueGGG/Lmm29m6623zvLly/PlL3852267bZLkRz/6UebMmZOtt946zz77bE455ZTss88+xfWFQiFXXXVVkqRPnz559tln80//9E/ZZZddinOWLl2aSy65JH379s0mm2yS6dOn5/zzz09dXV37XizQaZ1//vm54oorVvvauHHj8rWvfS2JngS0n7vuuiszZsxIksydOzd77bVXjjvuuOLr+hHQXsaPH58nnngiu+yyS1588cWccsopOeCAA4qv60dAW5k5c2a+8Y1vZNSoUTnwwANbvdZevWf+/Pm59NJLs8MOO6S5uTlvvPFGLr744tTU1LTx1dMlFWA1TjrppMJ1111XPP7Upz5V+OY3v1koFAqFf//3fy+cdNJJxdcWLVpUGDJkSOGll14qjl1yySWF888/v3j85ptvFgYNGlR4++23i2OnnXZa4ZZbbikeP/PMM4WPf/zjhWXLlrXJNQFdz8iRIwt33HFH4a677ir+d/vttxc++9nPFpqbmwuFgp4EtJ/f/OY3hXvuuafV2Pnnn1+YPHlyoVDQj4D2c9111xX23Xff4tdD7777bmHAgAGFF198sVAo6EdA23jooYcK3/72twujR48uJCk88MADrV5vz94zbNiwwv333188vuuuuwpHHnnkRrlOSo8AnFXceuuthd12263Q0tJSHLv66qsLU6dOLbS0tBR22mmnwm9/+9tWa0aOHFn4+te/XigU3m9w1dXVheeff77VnM997nOFq666qlAoFAqvvPJKobKysrBgwYJWcz75yU8Wfv7zn7fFZQFd0Pe+971Vxi644ILCzJkzC4VCQU8C2tUXv/jFwpw5c1qNPfPMM4Wzzz5bPwLazbvvvluoqqoq/Ou//mur8S9+8YuFr33ta/oR0OZmzpy5SgDenr3ngQceKNTV1bXKrZqbmwtbbLFF4dFHH91o10np8BBMVnHttddm+PDhKSsrK479y7/8Sw455JC89NJLmTlzZnbeeedWa3bYYYfcd999SZLf//73Wbx48Vrn3Hfffenbt29qa2vXOAfg7LPPbnU8ZcqU7Lzzztlxxx2TRE8C2lWvXr1y2mmn5Z133imOPf3009lzzz31I6DdPP/882lsbMxWW23VanzrrbfOPffcox8BHaI9e8+9996bnXbaqVVuVV5engEDBuhPrJY9wGllzpw5ee6553L66afnhhtuSGVlZZ577rnsv//++epXv5rp06cnSaqrq1utq66uzsyZM7N8+fJMnz49FRUV6dmz5ypzVqyfPn36Kuf44ByAioqK4p+XLl2acePG5ec//3lxTE8C2tPIkSOz//77Z/fdd8/3v//9bLPNNnnqqafy3e9+N5MmTUqiHwFtr6qqKsn7z21aWaFQyGuvvZb//u//TqIfAe2rPb83059YXwJwWnnttdeSvP8Tt1/96lepqqrK8uXLs+eee6a8vDzNzc1Jkh49Wn/o9OjRIy0tLVmwYEHmz5+/yusr5syfPz9J1mkOwMpuuOGGHHvssa3GVvQLPQloD3vvvXemTp2aI488Ml/5yley22675d57701FRYV+BLSbPfbYI9tss03eeOONVuPPPvtsEl8fAR2jPXuP/sT6sgUKrSxfvjxJ8rGPfax4Z0GPHj0ybNiwnH/++cV5hUKh1boVxx/8/wfnrDy+LnMAkvd70/XXX59hw4at9nU9CWgPc+fOzY9//ONMmjQpo0ePziuvvJKPf/zj+eMf/1icox8Bba2ioiJjx47N7bffnoULFyZJHn744fTq1SvJ+9sAJPoR0DHaq/foT6wPATit9O7dO0my/fbbtxrv27dvXnnllWIjWbZsWavXly1blrKystTW1qZ3795pampa5dzLli0rnr93796rnOODcwBWuOeee9Lc3Jz+/fu3Gl/RL/QkoK0VCoWccMIJGT16dA444IBcfvnlefrpp7PTTjtlxIgR+hHQro455pj8+7//e66//vrceOONWbZsWYYMGZLq6urivrn6EdCe2vNrIf2J9WULFFoZNGhQevTosUpDWrG/3ODBg5MkCxYsaPX6ggULsv3222eTTTbJ4MGDUygUsnDhwlYPLViwYEEGDRpUPM8Hz/HBOQAr3H///dl6661XGdeTgPby/PPPp7q6OjvssENxbPfdd8+UKVMycODA4sPo9COgvey9997Ze++9i8c33nhjDjnkkOy2225J9COgfbXn92aDBw/Ovffeu9Y5sDJ3gNNKz549c9hhh+XVV19tNT537twMHjw4++23XwYMGJCXX3651eszZszIEUcckSQ54IADsummm651zuGHH5533nkn77zzzhrnAKzw1FNPrfYhJ7vuuqueBLSLlpaWvPfee6uM9+nTJ4MHD84nP/lJ/QhoN7fffntuvvnm4vGyZcvy8MMP5+yzz/b1EdAh2rP3HHHEEZk5c2arhwE3NTXltdde059YLQE4q7jwwgtz9913Z/HixUmS9957L/fcc0+uvvrqJMlFF12U2267rTh/4cKFuf/++/Ptb387SVJbW5tvfvObrebMnj07L774Yv7+7/8+yft3mn/1q19tNeeJJ55Ijx498qUvfanNrxHoWt56663VPuQk0ZOA9rHigeAfvNto8uTJOeaYY9KzZ0/9CGg3v/zlL/PrX/+6eHz55Zfni1/8YoYPH57E10dA21oRPK8cQCft13uGDRuWPfbYI5MnTy7OmThxYvbff/8cdNBBG/lqKQVlBbvDsxqTJk3KT37yk+y8887585//nOOPPz6f+9zniq//27/9W958881su+22+dOf/pSvfOUrOfjgg4uvNzc356qrrkqhUMgWW2yRp59+Ouecc04+9rGPFec0Njbm0ksvzeabb56qqqpMmzYtF154Ybbddtv2vFSgC/jiF7+YHXbYIddee+1qX9eTgPawePHiXHvttVm0aFFqamqyfPny7LbbbvnqV79anKMfAe3hhRdeyC9/+cu0tLTk9ddfz6677pp//ud/Lj4AM9GPgI1v2rRp+cUvfpGnnnoqd999dw4++OAccsghGT58eDF4bq/eM2/evFx22WXZcccd09LSkpkzZ+byyy+3BzirJQAHAAAAANaqubk5hUIhFRUVKSsrS6FQSEtLSwqFwhp/Yxc6AwE4AAAAAAAlyR7gAAAAAACUJAE4AAAAAAAlSQAOAAAAAEBJEoADAAAAAFCSBOAAAAAAAJQkATgAAAAAACVJAA4AAAAAQEkSgAMAAAAAUJIE4AAAAAAAlCQBOAAAdLDGxsZ85zvfSUtLS0eX0q20tLTkggsuSGNjY0eXAgBAGxGAAwBAB/vnf/7njBgxIuXlrb88X7ZsWQqFQgdVtWFaWlry7rvvZvbs2Zk1a1bmz5+f5cuXd3RZq1VeXp4RI0bkX/7lXzq6FAAA2kiPji4AAAA2hj/96U8ZN25c7rrrrsyaNSunn356amtrUygUMn/+/MyePTvHH398zjzzzFWC5o40efLkDB48OLvssssqr/3whz/M7NmzM3HixLz88ss544wzctZZZ2XXXXfNeeedlz/+8Y957LHH8pnPfCa77757kmTRokWZOXNm/tf/+l8ZNWpUevfuvU51NDQ05KabbkpLS0tmzJiRxsbGXH311auta4Wzzz47J554Yg444IDi2JFHHpn777+/eDx48OD84Ac/yN/8zd8Ux2bNmpXvfve72W233bJgwYK89957ufDCC9Ojx1+/PXn22Wdzyy23ZPfdd89bb72VmpqafPOb32z19qdOnZpf//rX2W233TJz5swMGTIkJ598cqs5//mf/5nHH388O++8c1544YUceeSRGT58ePH1HXfcMXvssUd++9vf5m//9m/X6X0FAEDXUVboareUAADAWlx44YW55pprsmTJklbj8+fPz8knn5yysrLccccd2WSTTdb73Oecc07GjBmzsUpNS0tLDjjggNx///2pqalZ47wrr7wyo0ePXuVu8ClTpuTwww/PI488kk9/+tPF8ebm5lx22WX56U9/milTpmTAgAFrraOpqSmjR4/OZZddlp49eyZJRo8enR/84Ad5/PHHM3jw4FXW3HffffnMZz6TBx54IIceemhx/LzzzssXvvCFNDQ0ZIcddsiee+7Zat2yZcvyyU9+MhMnTsygQYOSJD/4wQ8ybdq0/OhHP0qSzJs3L/vss0+efPLJ9OnTJ0nyrW99K1tuuWW+853vJEmmT5+ez3/+83n66adTWVmZJDn++ONz/PHH58QTT0ySPPjgg7nooosyderU4vvlkEMOydVXX52DDjqoWFNjY2MOO+yw/OEPf+hUPxwBAOCj89UdAAAlZU0BZp8+fXL77bfnhRdeyHnnnbfe550+fXrefffdj1peK//3//7fDBkyZK3hd7Lma1rTeEVFRS6++OLst99+Oe6449Lc3LzW8z/88MP5j//4j/z+978vjp133nlZtGhRvve9760yf/78+Zk2bdpqz9WzZ8/ss88+OeaYY1YJv5PkZz/7WWpra4vhd5KcdNJJueWWW/LGG28kSW688cbss88+xfA7SU4++eRcffXVWbp0aZL3fyhwzDHHFMPvFXMuueSS4vHFF19cDMNXvF++9KUv5YorrmhVU1VVVT7xiU+0unMdAIDSIAAHAKDb6NWrV+rr63PjjTdm1qxZ67zu5ZdfzimnnLLR67nrrrta3Ym8sZ1zzjl5/PHHc/vtt691Xk1NTZYuXZoFCxa0GuvXr19effXVVeb/27/9W84666wNqunee+/Nzjvv3GqsT58+qampyZQpU9Y4Z4cddsj8+fPz+OOPr3XOf//3f2f27Nl577338rvf/W61cx588ME0NTW1Gt9///3zm9/8ZoOuCQCAzsse4AAAdCv77bdfmpqaMnHixPzDP/xDkuSBBx7In//85yxfvjxPPvlk9t9///zv//2/kyRvv/12fvCDH+Tdd9/NY489lpEjRyZJzj333Gy77bZJkkcffTS33HJL9t5777zzzjvZdNNN80//9E8fWstjjz2WM844o20uNMlee+2VysrK/Od//merO6E/aN999828efNajS1cuDBz587NkCFDWo1PnDgxw4cPT69evVZ7riVLluSHP/xhampqMnfu3MyYMSPXXHNN8S736dOn55Of/OQq66qrqzN9+vTinA/ux11dXd1q/ZtvvlkcW92crbbaKs3Nzauds2TJksyaNatVOP6pT32quAULAAClQwAOAEC3stVWWyVJXnzxxSTJ4sWLc/TRR+fHP/5xTjzxxCxZsiS77rprevbsmRNOOCFbbLFFrr/++px66qlJkuuvv77V+Z588sl85StfydNPP53NNtssSfJ3f/d36devX0466aS11jJjxoz069dv417gSnr06JEtttiieK3r4yc/+Uk22WSTVnd6NzQ05PXXX8+xxx67xnXvvfdeTjzxxPTt2zfJ+3uyn3zyybnzzjuTvL99ysoPu1y51vnz569xzorj+fPnF+etbc6KPd7XNmdlW265ZV555ZU1XhcAAF2TLVAAAOhWKioqkiTLly9Pkmy66ab51re+lb322ivJ+9uk7L///rn33nvX6XyjRo3KEUccUQy/k+SYY47Jj3/84w9d++6772bzzTdf30tYLxUVFcVrXVcNDQ254oorctttt7Xaq/vmm2/O1772tbWuveGGG4rhd5IceeSR+a//+q/88Y9/LI598GGeK8ZWHv/gnBXHbTEnSTbffPONvsc7AAAdzx3gAAB0K//zP/+TJMXtL8rKynLJJZfknnvuya9//evU1dXlzTffzE477bRO5/vd736XI444IhMmTCiOzZs3b7UPgGxvLS0tmTdvXjHcXxdLly7NSSedlBtvvDF/93d/Vxz/xS9+keOOO261d2+vzYo73B9//PHst99+6d27d5YtW7bKvGXLlqV3795Jsto5K4579+5dnPdR56xsdaE8AABdnwAcAIBu5bHHHktZWVk++9nPJnn/LuxjjjkmQ4YMyQ033JCePXvmgQce+NDzPPTQQznkkENSVlaWXXfdtbhFyvro3bt35s+fn/79+6/32nXxzDPPZOnSpcUgu0+fPq1eP+igg1o9+LFQKOTss8/O6NGjc+ihhyZ5/27wurq6PPTQQ3nqqaeKc5cuXZokGTduXCZPnpzLL788119/fW644YZMnz69uEf4inkrHjo5ePDgVg/bXGHBggXFu81XN2fF8aBBg1JbW5v+/fuvdU6/fv1SUVGx2jmbbLJJtt9++1bjb7/99irvHwAAuj4BOAAA3cby5ctz88035/TTT8+uu+6aJBkzZkxmzJiRBx54oHh385IlS9KrV6+89dZbmTZtWoYNG9ZqK5Hm5uZiAH7ooYfmhRdeWOVtPfbYY9l3333XWs/AgQMzd+7cVgH44sWL84lPfCL77rtvfvaznyV5P7Stra1d7+u96aabMmTIkJxyyilJkmnTprV6vWfPnq2Or7zyypxxxhnZZ599imP/5//8n5x77rn54Q9/2Grun//851x//fWpr68vhuULFy7MgQceWNxmJkleffXVJCnOOeKII3LDDTe0Otebb76ZJUuWZNiwYcU5zzzzTKs5M2bMSE1NTfbbb7/inJdffnmVOQMHDsyOO+6YJNl///1XO+fggw8u7hG+wty5c1s9FBMAgNJgD3AAAEpKS0vLascXL16ck046KVtvvXWrALaxsTGbbbZZMfxevHhxXnnllSxfvjzz58/P3LlzkyS77LJLZs2alSR56aWXMnjw4CTJ1VdfnUceeSTPPfdc8ZxvvPFGfve7331orfvuu2/+3//7f63GNtlkk8yfP78YthcKhUyePDlnnnnmOl9roVDIddddl3vvvTf/9V//VQx7t9tuu1b/rfwAzhtvvDENDQ157rnnMmHChEyYMCHf//7309zcvNq3sWJ85RpOOeWUHH744amsrCzWMXbs2NTX1xe3YfnKV76SJUuWtHp//exnP8vpp59evCv7G9/4Rp555pk0NDS0mvPtb387VVVVSZLvfOc7ueeee/Lee++1mnPxxRcXjy+88MLcfvvtxRqXL1+eO+64IxdeeOEq1/PEE0/k05/+9GqvFQCArqusYLM7AABKwLPPPptbbrklv/71r/Pqq6+mvr4+tbW1KRQKeffddzNz5sx87nOfy1lnndVqH+t33303//iP/5jNNtssH/vYx9LU1JQjjjgiJ5xwQo488siMGjUqW2yxRRYsWJARI0Zkl112SWVlZUaNGlW8g/r555/PVVddlZ133jm1tbXp2bNnzjrrrFZ3Qq/Offfdl9tvvz3jxo1rNf7kk0/mT3/6U5qbm/PUU09l6623znnnnVc833vvvZfzzz8/jz76aB555JEcddRRGTJkSJK/Bvh77rlnsfYP84c//CEHH3zwagP1O+64I8cdd1yrsTFjxuT+++/Pb37zmwwdOjTDhg0rhsqPPvpoJk2alIqKirz00kvZc889861vfSvl5X+99+bVV1/NNddck9133z0LFy7M/Pnzc9lll7W6K/uZZ57Jj370o+y5555paGjIJptskvPOOy9lZWXFOQ8++GB+9atfZciQIZk5c2YGDhyY+vr6Vep/9NFHM2jQoLzwwgs57LDD8rnPfW6V6zzttNNy0kkn5fDDD//Q9xcAAF2HABwAADpIoVDIgQcemPvvvz+bbrppR5ezzpYuXZrKysqUl5enpaUlTU1Nq2yn0pUsWrQohx9+eB599NFWATsAAF2fABwAADrQ3XffnVdffTV///d/39GldFvf//73s/vuu2f48OEdXQoAABuZPcABAKADHX300Xn22WfzyiuvdHQp3dJLL72Ul156SfgNAFCiBOAAANDBvve97+Xmm29e4wMnaRstLS358Y9/nOuuu66jSwEAoI3YAgUAAAAAgJLkDnAAAAAAAEqSABwAAAAAgJIkAAcAAAAAoCQJwAEAAAAAKEkCcAAAAAAASpIAHAAAAACAkvT/AQaUeWDvhh0hAAAAAElFTkSuQmCC", | |
| "text/plain": [ | |
| "<Figure size 1800x1200 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "for lc in gen:\n", | |
| " lc.plot()\n", | |
| " plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "06e89be8-5eb5-407a-9422-d200036c1673", | |
| "metadata": {}, | |
| "source": [ | |
| "For our project, we will need to extract time and flux and merge the different cameras together. Here is a simple example for how you might do this. In practice, you would do something more complicated (maybe a gaussian process!)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "25217486-f5a2-4199-bb94-eb66fae690d8", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style scoped>\n", | |
| " .dataframe tbody tr th:only-of-type {\n", | |
| " vertical-align: middle;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>asas_sn_id</th>\n", | |
| " <th>jd</th>\n", | |
| " <th>flux</th>\n", | |
| " <th>flux_err</th>\n", | |
| " <th>mag</th>\n", | |
| " <th>mag_err</th>\n", | |
| " <th>limit</th>\n", | |
| " <th>fwhm</th>\n", | |
| " <th>image_id</th>\n", | |
| " <th>camera</th>\n", | |
| " <th>quality</th>\n", | |
| " <th>phot_filter</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>146029275281</td>\n", | |
| " <td>2.458680e+06</td>\n", | |
| " <td>0.601718</td>\n", | |
| " <td>0.072227</td>\n", | |
| " <td>16.951582</td>\n", | |
| " <td>0.130473</td>\n", | |
| " <td>17.505887</td>\n", | |
| " <td>1.44</td>\n", | |
| " <td>bE096355</td>\n", | |
| " <td>bE</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>146029275281</td>\n", | |
| " <td>2.458055e+06</td>\n", | |
| " <td>0.387876</td>\n", | |
| " <td>0.034025</td>\n", | |
| " <td>17.428332</td>\n", | |
| " <td>0.095348</td>\n", | |
| " <td>18.323158</td>\n", | |
| " <td>1.54</td>\n", | |
| " <td>bq008874</td>\n", | |
| " <td>bq</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>146029275281</td>\n", | |
| " <td>2.458486e+06</td>\n", | |
| " <td>0.494999</td>\n", | |
| " <td>0.053242</td>\n", | |
| " <td>17.163555</td>\n", | |
| " <td>0.116912</td>\n", | |
| " <td>17.837013</td>\n", | |
| " <td>1.53</td>\n", | |
| " <td>bn100825</td>\n", | |
| " <td>bn</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>146029275281</td>\n", | |
| " <td>2.458325e+06</td>\n", | |
| " <td>0.479473</td>\n", | |
| " <td>0.086497</td>\n", | |
| " <td>17.198156</td>\n", | |
| " <td>0.196087</td>\n", | |
| " <td>17.310142</td>\n", | |
| " <td>1.80</td>\n", | |
| " <td>bn065660</td>\n", | |
| " <td>bn</td>\n", | |
| " <td>B</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>146029275281</td>\n", | |
| " <td>2.458115e+06</td>\n", | |
| " <td>0.572898</td>\n", | |
| " <td>0.073726</td>\n", | |
| " <td>17.004872</td>\n", | |
| " <td>0.139881</td>\n", | |
| " <td>17.483582</td>\n", | |
| " <td>1.55</td>\n", | |
| " <td>bi033274</td>\n", | |
| " <td>bi</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>...</th>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3718</th>\n", | |
| " <td>146029288555</td>\n", | |
| " <td>2.460235e+06</td>\n", | |
| " <td>4.399134</td>\n", | |
| " <td>0.025625</td>\n", | |
| " <td>14.791648</td>\n", | |
| " <td>0.006332</td>\n", | |
| " <td>18.630965</td>\n", | |
| " <td>1.66</td>\n", | |
| " <td>bA478467</td>\n", | |
| " <td>bA</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3719</th>\n", | |
| " <td>146029288555</td>\n", | |
| " <td>2.460257e+06</td>\n", | |
| " <td>4.494670</td>\n", | |
| " <td>0.034474</td>\n", | |
| " <td>14.768321</td>\n", | |
| " <td>0.008337</td>\n", | |
| " <td>18.308899</td>\n", | |
| " <td>2.12</td>\n", | |
| " <td>bA488439</td>\n", | |
| " <td>bA</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3720</th>\n", | |
| " <td>146029288555</td>\n", | |
| " <td>2.460226e+06</td>\n", | |
| " <td>4.571917</td>\n", | |
| " <td>0.055024</td>\n", | |
| " <td>14.749820</td>\n", | |
| " <td>0.013082</td>\n", | |
| " <td>17.801270</td>\n", | |
| " <td>1.52</td>\n", | |
| " <td>bE508193</td>\n", | |
| " <td>bE</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3721</th>\n", | |
| " <td>146029288555</td>\n", | |
| " <td>2.460026e+06</td>\n", | |
| " <td>4.281348</td>\n", | |
| " <td>0.042357</td>\n", | |
| " <td>14.821114</td>\n", | |
| " <td>0.010754</td>\n", | |
| " <td>18.085319</td>\n", | |
| " <td>1.67</td>\n", | |
| " <td>bE450732</td>\n", | |
| " <td>bE</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3722</th>\n", | |
| " <td>146029288555</td>\n", | |
| " <td>2.460025e+06</td>\n", | |
| " <td>4.142448</td>\n", | |
| " <td>0.045228</td>\n", | |
| " <td>14.856923</td>\n", | |
| " <td>0.011868</td>\n", | |
| " <td>18.014124</td>\n", | |
| " <td>2.19</td>\n", | |
| " <td>bE450294</td>\n", | |
| " <td>bE</td>\n", | |
| " <td>G</td>\n", | |
| " <td>g</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "<p>3723 rows × 12 columns</p>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " asas_sn_id jd flux flux_err mag mag_err \\\n", | |
| "0 146029275281 2.458680e+06 0.601718 0.072227 16.951582 0.130473 \n", | |
| "1 146029275281 2.458055e+06 0.387876 0.034025 17.428332 0.095348 \n", | |
| "2 146029275281 2.458486e+06 0.494999 0.053242 17.163555 0.116912 \n", | |
| "3 146029275281 2.458325e+06 0.479473 0.086497 17.198156 0.196087 \n", | |
| "4 146029275281 2.458115e+06 0.572898 0.073726 17.004872 0.139881 \n", | |
| "... ... ... ... ... ... ... \n", | |
| "3718 146029288555 2.460235e+06 4.399134 0.025625 14.791648 0.006332 \n", | |
| "3719 146029288555 2.460257e+06 4.494670 0.034474 14.768321 0.008337 \n", | |
| "3720 146029288555 2.460226e+06 4.571917 0.055024 14.749820 0.013082 \n", | |
| "3721 146029288555 2.460026e+06 4.281348 0.042357 14.821114 0.010754 \n", | |
| "3722 146029288555 2.460025e+06 4.142448 0.045228 14.856923 0.011868 \n", | |
| "\n", | |
| " limit fwhm image_id camera quality phot_filter \n", | |
| "0 17.505887 1.44 bE096355 bE G g \n", | |
| "1 18.323158 1.54 bq008874 bq G g \n", | |
| "2 17.837013 1.53 bn100825 bn G g \n", | |
| "3 17.310142 1.80 bn065660 bn B g \n", | |
| "4 17.483582 1.55 bi033274 bi G g \n", | |
| "... ... ... ... ... ... ... \n", | |
| "3718 18.630965 1.66 bA478467 bA G g \n", | |
| "3719 18.308899 2.12 bA488439 bA G g \n", | |
| "3720 17.801270 1.52 bE508193 bE G g \n", | |
| "3721 18.085319 1.67 bE450732 bE G g \n", | |
| "3722 18.014124 2.19 bE450294 bE G g \n", | |
| "\n", | |
| "[3723 rows x 12 columns]" | |
| ] | |
| }, | |
| "execution_count": 13, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "dat" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "id": "ab5f64e5-4777-49bf-9559-9f0e97bb7d39", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "lc = dat[dat['asas_sn_id'] == cat.iloc[0].asas_sn_id]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "id": "13c2f2b2-7137-4187-aa07-517752e09bc0", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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", | |
| "text/plain": [ | |
| "<Figure size 1050x750 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "time, flux = [], []\n", | |
| "for camera in lc.camera.unique():\n", | |
| " m = lc.camera == camera\n", | |
| " m &= lc.quality == 'G' # simple quality cut on Good data\n", | |
| " m &= lc.flux_err / lc.flux < 0.2 # another cut on flux errors\n", | |
| "\n", | |
| " plt.plot(lc[m]['jd'], lc[m]['flux'] / np.median(lc[m]['flux']), '.', label=camera)\n", | |
| " # Now add to arrays\n", | |
| " time.extend(lc[m]['jd']) # append time\n", | |
| " flux.extend(lc[m]['flux'] / np.median(lc[m]['flux'])) # append normalized flux\n", | |
| "plt.legend()\n", | |
| "\n", | |
| "# Note that the output light curves are always unsorted. This is a result of storing the entire thing in a gigantic mega SQL database\n", | |
| "m = np.argsort(time)\n", | |
| "time, flux = np.asarray(time)[m], np.asarray(flux)[m]\n", | |
| "\n", | |
| "# for good measure, let's do a sigma clip:\n", | |
| "from astropy.stats import sigma_clip\n", | |
| "sig = ~sigma_clip(flux).mask\n", | |
| "time, flux = time[sig], flux[sig]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "f3478a93-56af-4237-8063-4e9525e2a552", | |
| "metadata": {}, | |
| "source": [ | |
| "Now our final light curve:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 16, | |
| "id": "d6febc1e-f11a-4ff2-bf18-c22b404bc309", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "Text(0, 0.5, 'Flux')" | |
| ] | |
| }, | |
| "execution_count": 16, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1050x750 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.plot(time, flux, '.k')\n", | |
| "plt.xlabel('Time [d]')\n", | |
| "plt.ylabel('Flux')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "ed39c418-01a7-4ed3-860a-6d6b37a6881c", | |
| "metadata": {}, | |
| "source": [ | |
| "For your project, we will probably use dask or something to load in the light curves directly from the database hosted on Ben's servers" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "3e881bb4-7840-40a6-8823-a16a64ab07e3", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3 (ipykernel)", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.10.12" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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