{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "
\n", "
\n", "
ObsPy Tutorial
\n", "
Handling Station Metadata
\n", "
\n", "
\n", "
\n", "image: User:Abbaszade656 / Wikimedia Commons / CC-BY-SA-4.0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Workshop for the \"Training in Network Management Systems and Analytical Tools for Seismic\"\n", "### Baku, October 2018\n", "\n", "Seismo-Live: http://seismo-live.org\n", "\n", "##### Authors:\n", "* Lion Krischer ([@krischer](https://github.com/krischer))\n", "* Tobias Megies ([@megies](https://github.com/megies))\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](images/obspy_logo_full_524x179px.png)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from __future__ import print_function\n", "import matplotlib.pyplot as plt\n", "plt.style.use('ggplot')\n", "plt.rcParams['figure.figsize'] = 12, 8" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- for station metadata, the de-facto standard of the future (replacing SEED/RESP) is [FDSN StationXML](http://www.fdsn.org/xml/station/)\n", "- FDSN StationXML files can be read using **`read_inventory()`**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "import obspy\n", "\n", "inventory = obspy.read_inventory(\"./data/station_PFO.xml\")\n", "print(type(inventory))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- the nested ObsPy Inventory class structure (Inventory/Station/Channel/Response/...) is closely modelled after FDSN StationXML\n", "" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\r\n", "\r\n", " SeisComP3\r\n", " ODC\r\n", " 2015-02-20T10:41:48\r\n", " \r\n", " German Regional Seismic Network, BGR Hannover\r\n", " \r\n", " 48.3311\r\n", " 8.3303\r\n" ] } ], "source": [ "!head data/station_BFO.xml" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Inventory created at 2014-02-17T15:43:45.000000Z\n", "\tCreated by: IRIS WEB SERVICE: fdsnws-station | version: 1.0.11\n", "\t\t http://service.iris.edu/fdsnws/station/1/query?network=II&level=res...\n", "\tSending institution: IRIS-DMC (IRIS-DMC)\n", "\tContains:\n", "\t\tNetworks (1):\n", "\t\t\tII\n", "\t\tStations (1):\n", "\t\t\tII.PFO (Pinon Flat, California, USA)\n", "\t\tChannels (2):\n", "\t\t\tII.PFO.00.BHZ, II.PFO.10.BHZ\n" ] } ], "source": [ "print(inventory)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Network II (Global Seismograph Network (GSN - IRIS/IDA))\n", "\tStation Count: 1/50 (Selected/Total)\n", "\t1986-01-01T00:00:00.000000Z - 2020-12-12T23:59:59.000000Z\n", "\tAccess: open\n", "\tContains:\n", "\t\tStations (1):\n", "\t\t\tII.PFO (Pinon Flat, California, USA)\n", "\t\tChannels (2):\n", "\t\t\tII.PFO.00.BHZ, II.PFO.10.BHZ\n" ] } ], "source": [ "network = inventory[0]\n", "print(network)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Station PFO (Pinon Flat, California, USA)\n", "\tStation Code: PFO\n", "\tChannel Count: 2/250 (Selected/Total)\n", "\t2006-07-13T00:00:00.000000Z - 2020-12-31T23:59:59.000000Z\n", "\tAccess: open \n", "\tLatitude: 33.61, Longitude: -116.46, Elevation: 1280.0 m\n", "\tAvailable Channels:\n", "\t\tPFO.00.BHZ, PFO.10.BHZ\n" ] } ], "source": [ "station = network[0]\n", "print(station)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Channel 'BHZ', Location '00' \n", "\tTime range: 2010-07-30T18:50:00.000000Z - 2012-07-02T03:59:59.000000Z\n", "\tLatitude: 33.61, Longitude: -116.46, Elevation: 1280.0 m, Local Depth: 5.3 m\n", "\tAzimuth: 0.00 degrees from north, clockwise\n", "\tDip: -90.00 degrees down from horizontal\n", "\tChannel types: CONTINUOUS, GEOPHYSICAL\n", "\tSampling Rate: 20.00 Hz\n", "\tSensor (Description): Streckeisen STS-1 Seismometer with Metrozet E300 (None)\n", "\tResponse information available\n" ] } ], "source": [ "channel = station[0]\n", "print(channel)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Channel Response\n", "\tFrom M/S (Velocity in Meters Per Second) to COUNTS (Digital Counts)\n", "\tOverall Sensitivity: 5.24814e+09 defined at 0.050 Hz\n", "\t4 stages:\n", "\t\tStage 1: PolesZerosResponseStage from M/S to V, gain: 3314.4\n", "\t\tStage 2: PolesZerosResponseStage from V to V, gain: 1\n", "\t\tStage 3: CoefficientsTypeResponseStage from V to COUNTS, gain: 1.58333e+06\n", "\t\tStage 4: CoefficientsTypeResponseStage from COUNTS to COUNTS, gain: 1\n" ] } ], "source": [ "print(channel.response)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2 Trace(s) in Stream:\n", "II.PFO.00.BHZ | 2011-03-11T05:46:23.019500Z - 2011-03-11T06:36:22.969500Z | 20.0 Hz, 60000 samples\n", "II.PFO.10.BHZ | 2011-03-11T05:46:23.019500Z - 2011-03-11T06:36:22.994500Z | 40.0 Hz, 120000 samples\n" ] } ], "source": [ "st = obspy.read(\"./data/waveform_PFO.mseed\")\n", "print(st)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "inv = obspy.read_inventory(\"./data/station_PFO.xml\", format=\"STATIONXML\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " network: II\n", " station: PFO\n", " location: 00\n", " channel: BHZ\n", " starttime: 2011-03-11T05:46:23.019500Z\n", " endtime: 2011-03-11T06:36:22.969500Z\n", " sampling_rate: 20.0\n", " delta: 0.05\n", " npts: 60000\n", " calib: 1.0\n", " _format: MSEED\n", " mseed: AttribDict({'dataquality': 'M', 'encoding': 'STEIM1', 'filesize': 356352, 'record_length': 4096, 'byteorder': '>', 'number_of_records': 87})\n" ] } ], "source": [ "print(st[0].stats)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- the instrument response can be deconvolved from the waveform data using the convenience method **`Stream.remove_response()`**\n", "- evalresp is used internally to calculate the instrument response" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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8vNxuOwYPHsxGjx7NysrK2ObNm1lwcLCYXWrNmjVipqfTp0+zu+++2+FsPGazmZWVlbHR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\nPvmE8vJyevTowZgxY3TlwrxORnR0NOPGjdP7NQyDD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beP/99/G///0PW7ZsCcSpEkIIIaQJczqdCA4OFv0Vm4pWrVphzJgx4ndedso4\nkECq88DBZrPhl19+wfDhw6HT6dC1a1e0bNkSe/bs8dh227ZtGDZsGPR6PVq3bo1u3bohKysLAJCV\nlYUePXogLS0NBoMBw4YNQ2Zmpnht79690blzZ9XmQdu2bcOAAQPQvHlzREZG4vbbb8fPP/9c16dK\nCCGEkCauKQYOPKuQkZEhlvGyU8aBBFKdBw5nzpyBwWBATEyMWJaSkoKCggLZdmazGaWlpWjZsqVY\n1rJlS+Tn5wMACgoKkJqaKltXVFRUozGW1V7L90sIIYQQwjXFwKGiogKAfJZoaqpE6kNAMg68vR0X\nFhYGm83msR0A6PV6scxgMIjAoKqqSrYf/rNyPzUpg9rxCSGEEEJ44MA7SDcFZWVlAACdTieWUcaB\n1Ic67xyt1+vFkGCcxWKRBQh8O6C6ks9/tlqtCA0NBQCEhobK9sN/Vu6nJmVQO75SVlYWtm/fLlsW\nHx+PESNG+D0eIYQQQpqmpphxKC8vBwDZkOU86Gkq50Au3pIlS1BYWChb1qtXL/Tu3Ttgx6zzwCEh\nIQE2mw3FxcWiuVJ+fr7HqEfh4eGIiopCXl4e2rRpA6C6Q3RKSgoAIDk5GXl5eWL7vLw8xMXFicDC\nF/7aa6+91mO/3vTu3TugF5oQQgghjc+lEjjwsrtcrgYpE6l/DfFwu86bKun1enTt2hWrVq2C3W5H\ndnY28vLy0K1bN49t+/Tpg9WrV8Nms+Hw4cPIzs4WlffevXtj165dOHbsGCwWC9auXSsLPlwul5ip\n2el0wuFwiInX+vTpgx9++AFnz55FaWkpNm7c6BG4EEIIIYQ0xcCBN0dyu91iGS97UzkH0jQFZB6H\n9PR0zJkzB+np6YiNjcX48eMRHh6OrKwsrF27Fu+99x4AYPjw4Zg/fz5GjRoFo9GI9PR0JCYmAqju\n0Pzoo4/i7bffhtVqRY8ePXD33XeLYyxYsECMsrR//34sXLgQb7zxBtq3b49rrrkGeXl5mDhxIhhj\nGDBgAPr16xeIUyWEEEJIE1ZXgcOECRNw1113oUePHnVYOnW8WRJ/YCpdRhkHEkgaJr3rCCGEEEL+\nRsaOHYusrCxUVVXhtttuw4wZM2q9D5fLheDgYHTo0AEHDhwIQCnlNmzYgDvuuAMGgwEWiwUA0K9f\nP2RmZqJZs2Y4e/YsAOCPP/7Apk2b8M9//jPgZSJ/DwGZAI4QQgghpCmQZhwudFSl4uJiAPAYej5Q\neDn9NVWYkSoaAAAgAElEQVR66qmn8Pzzz6tOwkvIhaDAgRBCCCF/W3XRVOncuXMAoDopbSDwcvpr\nqnT06FFZ+Qi5WAHp40AIIYQQ0hTwwMHlcl1w4MDniqqvORTU+jioZRyCg6ureXzeB0IuFgUOhBBC\nCPnbqovAob7nUODHUWuqJM04UOBA6ho1VSKEEELI34LVahX9ETjpzNEXGzjU14hGan0cHA4H9Hq9\n6jlQHwdSVyhwIIQQQsjfwrhx49CpUyfZsrro49BQGQfGmAhWnE4n9Ho9XC6XaMLE1/GmVIRcLGqq\nRAghhJC/hYULFwKoflKv1VY/O+WBg9vtvuCKf33P2iwtp8PhQFBQkAgcgOrzCwoKEuWpqqqql3LV\nxr59+6DX69GuXbuGLgqpBQocCCGEEPK3UlFRgcjISADVFW+dTge3233Bw7GqdVYOJGk57XY79Hq9\naKoEVAcw0sChMWYcrrnmGmi1WpqwromhpkqEEEII+VuR9nOoy6ZK9UVaTj6SkzTjoBxhqTEGDoC8\njwZpGihwIIQQQsjfSmlpqfi5tp2jnU4n+vTpgw0bNohl9R04KDMOfFloaKgoo/R/aeDwzDPPYNiw\nYfVVVHKJoaZKhBBCCPlbsVqt4men0wmdTgfGWI0ChxMnTiArKwsulwtDhgwR++AYY9BoNHVfaAll\nHwe+TNpUSbpOGjjMnTs3oGUjlzbKOBBCCCHkb0UZOHhrqnTy5EmP4VvPnz8PANDpdGKZWgYgkKTH\n4x2fnU4nDAaD+Fn6f2NrqkRNlJouChwIIYQQcsmTVra9BQ7KJkdXX301unfvLlvGXyutjEtfVx+V\ndGmAI80u1CTj0BhYLJaGLgK5QBQ4EEIIIeSSJw0WvAUOyhF+zp07h8OHD8uW8UqvdASl+g4cpMeT\nZheaSudoafkp+9C0UOBACCGEkEteTQIHZV8Ff/uR7oOr74yD0+mE2+2G2+0WnaNdLpdYpty+MVCW\nHwAOHz6Mxx9/XPX6ksaDAgdCCCGEXPJqGzh4CwD4a6UdoNX6HASSw+EQx3c4HKLc0oyDWgfqxkKa\n2eF9QhYsWIDFixfj4MGDDVUsUgMUOBBCCCHkkmCxWHDttdciMzNTdR2nFjjw2ZfVtpfir/XWVKk+\nAgdlsyRebt452uVyycqkFjjU12R1atSCGj5ErrIzOmlcKHAghBBCyCXh4MGD2Lt3L2bPnu2xrrYZ\nB2+BA1/e0J2jpSMo8XJL53FQaw4kDRbqs/lSSUkJxo0bJ4IDtcCBB1xlZWX1Vi5SexQ4EEIIIeSS\nkJubCwCq8yhIgwVpVsBb52iz2ax6DL4f6f4aoqmSNHDgx5dmIdQyDmozTteH77//HrNmzcL69eu9\nliMoKAgAUF5eXm/lIrVHgQMhhBBCLglnzpwBoN6BWbpMWmmuScZBOvKPWuDQEJ2j1ZoqSYdjVXuq\n76/5UqDwIIz/r1Y2ng2hwKFxo8CBEEIIIZcE3j6eT9ImxYMFo9FY68BBGgzwn5UZh7CwMAANk3FQ\n6xzNK+TS86rvieo4fk20Wq0on7IcfFl9XD9y4ShwIIQQQsgloaSkBABQUVHhsY5XmsPDwz3mQfDX\nOVoaOKhVcB0OB4xGo8fyQFFmHJRNlaQZB4PB0OAZB95vgV9TtYxDY51zgshR4EAIIYSQSwLPOKg1\nd+EV07CwsBplHHx1pgY8K+E8cKivCeBqmnHwFjjUZ8aBX7/KykpRPk4ZOCgDL2mHbpvNhtOnTwe0\nrMS34EDtuLy8HHPnzsXBgwcRFxeH9PR0dOzY0WM7u92O+fPnIzs7G0ajEQ8++CB69eol1m/duhUr\nVqyA1WpF9+7dMWrUKNGBprCwELNnz8bx48eRlJSEMWPGIDU1FQCwatUqrFmzBiEhIWCMQaPRICMj\nI1CnSwghhJAGxjMOaoGDNOPgLXCQdo72Vsnmy+12u6hfOJ1Oyjj4IL1mvMycr6ZKQ4cORbt27TB9\n+nQAwEsvvYS5c+c2ugnt/k4ClnFYtGgRoqKi8Omnn+Khhx7CzJkzVUcoWLlyJcxmMxYsWIBx48Zh\n0aJFIprMy8tDRkYGXnzxRcybNw9FRUVYvXq1eO2sWbPQpUsXLF68GDfeeCNmzJgh68DUr18/ZGRk\nYOnSpRQ0EEIIIZc4acZBOU9BTQIHtSFMpa9VLueBhsPhgF6vR1BQUL1lHHx1jlbO7eAtS1Jf+PVW\nCxx8NVVav3493n77bfH73LlzPeaoIPUrIIGDzWbDL7/8guHDh0On06Fr165o2bIl9uzZ47Httm3b\nMGzYMOj1erRu3RrdunVDVlYWACArKws9evRAWloaDAYDhg0bJiZ1OXXqFE6ePIk777wTwcHBGDRo\nENxuN/744w+x74ac3IQQQggh9aukpARJSUlwu90eIyvximldBg58Pw6HAzqdDnq9vt4yDr6aKkkr\n142hqZIy46CW2VFmHNRGxuKv402eSP0LSOBw5swZGAwGxMTEiGUpKSkoKCiQbWc2m1FaWoqWLVuK\nZS1btkR+fj4AoKCgQDQ94uuKiopQVVWFgoICJCYmIjg4WPW1ALBr1y6kp6djwoQJ2L17d52fJyGE\nEEIaj5KSElGnUE4k5nA4oNFooNfrRQXW7XbD7Xardo729nRerfLNA4fQ0NAGGY5VbR4HaZ+Ohm6q\n5CvjoFzGr59aB3fO1zoSWAHp42Cz2UQkzIWFhXlEiPzm4Dc6UB0Z82izqqpKth/+s81mUz2GwWAQ\n++zZsycGDRoEk8mEAwcO4P3330dsbCwuv/zyOjpLQgghhDQWjDGUl5ejRYsWADyfWPPKfUhIiMeT\n76CgoAvKOEiflgcHByM0NDQgGYeJEyfi5MmTWLp0qThuaGio6F+hNnO0NOPAK9qNJeNQk87RvspH\ngUPDCUjGQa/Xe3xgLRaLLEDg2wHy9mxWq1Xc+KGhoaqjGuj1etVjWK1Wsc+kpCRERkZCq9Wic+fO\n6NWrl2pTKUIIIYQ0fTabDQ6HAwkJCQBqFjjwyqpOpxOdo3kz54ttqpSbm4s2bdogLy/vos9t+vTp\n+Oyzz2RlkDav8jUBXGPoHM2vE782Nck4qJWPzwhOcz00nIBkHBISEmCz2VBcXCyaK+Xn56Nv376y\n7cLDwxEVFYW8vDy0adMGQHWH6JSUFABAcnKy7AOXl5eHuLg4hIaGIjk5GadPnxYfHn6MIUOGqJZJ\nbfp5qaysLGzfvl22LD4+HiNGjKj5iRNCCCGkQfCRlOLj4wF4Bg68vhASEuLxlJtnHIDq5ktBQUFe\nn847nU4RfPhqqrRmzRrk5uZi586dsibZdYEfjwcOPHPiLePQ2Po4qGV2+P/Sa6qk0WjAGKPA4f8t\nWbIEhYWFsmW9evVC7969A3bMgAQOer0eXbt2xapVqzBy5Ejk5OQgLy8P3bp189i2T58+WL16NcaP\nH4+CggJkZ2dj6tSpAIDevXtj8uTJGDhwIOLj47F27VoRfLRo0QLJyclYt24d7rzzTmzduhUajQZt\n27YFAPzyyy9o3749DAYDDh48iO3bt2PixIley9y7d++AXmhCCCGEBA7v0+AtcPDVVIn3cQCqK7D+\n+jvwuSCkFXKj0SjLOPAHlqWlpXV2ji6XS5TNV8bBWx8HtWFl64OvwIG/B8qRn6Rldbvd0Gq10Gq1\ncLvdjXKSOF7G+tQQD7cDdobp6ekoLi5Geno6PvvsM4wfPx7h4eHIysrC888/L7YbPnw4wsPDMWrU\nKLz//vtIT09HYmIigOrOzo8++ijefvttjBkzBjExMbj77rvFa5977jn8+uuvGDlyJL7//nu88MIL\n4k3LysrC2LFjMWLECGRkZGD06NEiq0EIIYSQSwvPOPCmSsrKpa+mStKMg/IJOH8t53Q6ERYWBsB3\n52j+mroMHPg5SjMODofDo4+DclQlteFY6zPj4KtztPJ6+yprY22q9Mknn8BoNP4tRvMM2ARwERER\nqk/4lU/2Q0JC8Nxzz3ndT9++fT2aOHHx8fGYMmWK6rpx48bVssSEEEIIaar8ZRycTid0Oh10Op1q\nxoEHDtK5GXjTGG+Bg7JztDTjUJPRgWpCOnSpxWJBdHS0R8ZBralSY+rjUJumSmplraqqgl6vb7SB\nw8SJE2G1WlFaWoro6OiGLk5A1W9OhRBCCCEkAGrSVIn3cVBWYKWBg7QiqwwQ+M98VEe1jENdBw7S\nESn5OfFzUTZV8tbHoTFPAFfTwAFovBkH3sxNOQTwpYgCB0IIIYQ0ef46R19IUyUeIFxIU6W6Chyk\nr+f7lGZPpIED76shHVVJr9c3eFMlflxe4ecZEq1W69HHQdlJWvo63hy9sfVx4PdDSUlJA5ck8Chw\nIIQQQkiTV1ZWBoPBAIPBgKCgoBr1cfDWOZpv7y9wkD4dVw7HWleBg3LIen48taZK0mX+RlUKZMah\nsrISf/75p/hdGag5nU5otVqEhIRcEhkHnU4HoHpi40sdBQ6EEEIIafLKy8sRGRkJQH0+KelwrLXN\nOChHI1JmHKQTwPGKPj/+xQYO0go03yfPOCibKkknsvOVcQgODg5oxmHUqFFo27at6CysHP6WXy/p\n6FW+OkfzQEGZuWgseCZEec/5cvr06SbZmZoCB0IIIYQ0eWVlZSJwMBgMPpsq8Qqor87RfL4GPnIR\nV9uMg8ViuajzklbwpYGDWh8HZcYhODhYNGeSlleahQiEtWvXAgCKi4tl56AMHKSzdfsajtVms8k6\nqTeGwEGaCeLZqpo2oaqoqECLFi3w3nvvBaRsgUSBAyGEEEKavPLyckRERADwHzjUpHO0tOKtDBx8\ndY5W9nG42MBBLePgbQI46VN8aeWcMQa3263aQTwQeHl4Z2FvGQdl4OCtP0ZVVZXs97ru4/Dbb7/V\nap9Lly6FwWAQHdeVGQeHw4Hs7Gyvr8/PzwcALF++/EKL3GAocCCEEEJIkyfNOOj1eo+KIK+s6nQ6\nj066QUFBHn0cpNvXtHN0fWQcGGNeMw5arVaWceDBBS+jw+FASEiILOsSCHzfNQkcpMPf6vV6r7Nc\nq3WWvhA7d+7E5ZdfLubXYIyhQ4cOeOyxx2q8j/nz5wMAjh07BsCz0/b8+fPRtWtXESAonTp1CkD1\nlARNDQUOhBBCCGnyysrKapxxcLlcogIOeB+OlY9cpOxUHB4eLn7m2/I+DnUdOCgzDmodoV0ulyg/\nr4xLAx9eRn4NpHNZBBIPHLw1VVL2cZA2oZKWTzpLN1D7wEHal2Dp0qU4evQofv/9dwDAuXPnAABr\n1qyp9f548OF2uwH8lXHYuXMnAOD48eOqr+evk87R0VRQ4EAIIYSQJk/aOVpageeklWb+u6/O0RfS\nVEma6QhE4GC320X5lJ2jpYGDtI+D9LzU+nkAwPTp0/H1119fVDnVSGe61mg0siBB2pGbL/M250RV\nVZXXjAOvtHuzdu1atGrVSlTq+VN+PnRqTWb2njJlCp566inxOy8jfy0vGz+G0WgEABQVFQGoDhA2\nbdoktuPlr01n6saCAgdCCCGENHnSpkqhoaEeT9R5BoFXHB0Oh9/O0cp2+NL9SEcm8jUB3MVWDr09\neVc2VeJNraTL1JoqKTMOTqcTEydOxJAhQy6qnGrl5dfCbrfLggJffRxq0lSJ/3zkyBFERERgx44d\nXsvz4Ycf4sSJE8jNzQXwV+DAsyHSDufevP7661iwYIH4nZeNBw7K95w3ZeOBw48//ojbbrsNq1ev\nlm1fn5Pw1RUKHAghhBDS5Ek7R4eEhKhmHKRNd6RP7301VZK2w+f7UTZh8tY5OioqChaL5aKG3VQ2\nk1LLOCibKilHVeLno5ZxKCwsvOCyAdWBlvSpv3Sma34t+BC2vOy8vPzaut1uuN1uWXBht9vFvA3e\n+jjs2LEDZrMZmzdv9lo+XgZeief75JX+2mSEeJDBX8P/V2Yc+LXlGZe8vDwAf/VtqKtsVEOgwIEQ\nQgghTZ6/jINaUyVfnaN5xVvaDp+vV45MpOwczRiDzWZDTEwMXC7XRT1Z5sfgWQJvGQceOEhHVZJm\nHLz1cTh9+vQFlw0AJk+ejKioKPG7NHCoacaBvw8848CHXuVNfqRNlYKCgsR+edbA14zN/Jg8cOCV\ne15OfxkhaQDK+0PwCj8PAPg2yv/5MXjAwAMJ5fqmhAIHQgghhDRpbrcbFRUVfjMO0qZKNck4eGuq\nxAMHXsmVdo52u91wOp0icAAu7skyDxTCw8N99nFQNlWqaR+HM2fOXHDZgOr2/xUVFaqVYWmTHGnG\nQdk5mi/nfUd4sGUwGKDRaGQZB6PR6BE4+DoHPuIRn1OCvxc8YPAXOEjPh88MrXwtL5sykOCv5a87\nf/686no1F/u+BAoFDoQQQghp0ngFMjo6GoD3Pg7SpjvKjENNmypJ92O328U6nnEAqiuGVqtVBA4X\n08/BW+BQk1GVatLHQZpxqMlcBosXLxZP0KV4xVw6U3ZVVZVoiuQr4yCd5Zqvlzb/kmZapIEDb27E\nz8HlcuHFF1/EkSNHRBm8ZRjUAgfpTNf8GNKgz9s+lH0c+P/8WvDteHn5eqfTqTq61fbt25GYmIit\nW7d6rGtoFDgQQgghpEnjTVV44HAxGQfpvAJqTZWUT+15hZZXcoHqiqHNZhPluZiMA69YhoWFeRyP\nz2rta1Qlf30ceNAF+B9hyGKx4PHHH8dDDz3ksY4/TVdmHPhx1DIOysCBZxwcDgfsdruYc0LaVMlk\nMomflRmHX375BTNmzMC0adNkZZaWS5lxkL43fNkTTzyBG2+80WN9ZWUlGGNiOz6jtb+mSnx7nnmQ\n3ptqWQc+nGtOTo7HuoYW3NAFIIQQQgi5GPxpt6+Mg6/hWPnsyoDvpkqMMfF0X9nnQJpxqKyshNvt\nrrOmSrwZlLeMg1pTJcaYRx8Hu93ukXGQVlxLSkqQkJDgtSwFBQUAoDqxGX+6zvfHR5ji14dnHJQT\n2PHsCN+Gl1U507c0cOAVb95ngGccTpw4ISsn8Ne1Vz79V8s4mM1mhIWFYenSpWKZdH1FRYUsK2O1\nWmVBpTLjwK+F8ndl4MDvE47fzxfb/yQQKONACCGEqHjqqaewcOHChi4GqQGeceAVMLWMg3RCN8B/\n52i12Y2lw7fyCq20Is8zDvxJeF0EDvzJu1rnaJ1O53dUJbWmStKMgzRw8Nekio8OxIcbleIVc/5/\nbGysLFMg7b/grY8DD7ykZeUBk1ofB+mTfYfDIQIaaebEX8ZBes7Kp/82m80j4yDd3mq1yu6zmmYc\npMEH7x/yyCOP4M8//5Rdw8bYz4ECB0IIIbXWFGc8rQ2z2YwFCxZg9OjRDV0UAuDAgQOytvNKyqZK\n3jIOvMIP+O8czSuu0qZK0kq7WlMlXvHlFde66uMgffLubwI45ahK/maOrqysFIGAvz4OfGQifizg\nr3kR+NP/yspKBAUFITIy0qOpEi+HcgK42jZVko7WxJWVlYlRj6RDzNamjwOv2Ev3KQ0ceN8Vzmaz\nycrgLeOgLENVVZW4V8xmM/bu3Ytly5bhgw8+kG1Xk8np6hsFDoQQQmrl119/RXBwMH744YeGLkrA\nHDx4UPx8MWPwk4tXUFCATp06ISIiAvHx8fjjjz88tikuLkZQUBBMJhMA330catM5Wm2SMgCyyrda\nH4dAZByUgYq/pko1HVWpsrIScXFxAGo+wpD02vLryQMHq9UKg8Eg5rRQZhykgU5NOkfzgEmtc7Td\nbkezZs0AVF9zXr4zZ86IJlHKJlm++jgoMw5lZWWyayINHEJDQ2UZh4iICK+jKvHl0j4O/N4wm804\ndOgQgL8CUx4kU+BACCGkyeOzn27atKmBSxI40k6JZ8+ebcCSkPXr14ufz549K/udKykpQXR0tJjc\ny1cfh5p2jlZrqiTdXlmhDVTgUJOMg7dRldQCB2mzJ0AeOPjLOPAKLQ8SpNeEr7PZbNDr9QgNDZUF\nOtKMg3ICOLWMg69RlXjZq6qqVAMHu92O0tJSUcnXarU++zjw4MdsNsvm3CgtLZW9dzabTbwuJiYG\nVqtVlCUiIsJjdCXlMaWBl/Te4BkzHijw7XzNT9FQKHAghBBSKzxgOHbsWAOXJHD2798vfj58+HAD\nlqTpcDgcGDx4MG6++eY63W9ubq7sd7WMAw8cOG99HHwNx6o2AZyyqZIycFDO5OytqdLFBg4846A2\nARwvg1rGwdtwrNKMQ0VFhah8+wsclE/tpSMKSSc3Cw0N9ejUrGyq5Gseh9o0VVIGDjwwLCkpEeVs\n3ry5zz4OfB+VlZWy5krSpko8MOCvi46ORlVVldeMg1qwIs1AxMbGAqgOVvh2PFCgjAMhhJBLQk5O\nDrKzs9GsWTMcPXq0oYsTMPv378ett94KgAKHmvrmm2/w3XffYfPmzaKTZ104duwYBg8ejPPnz+Pe\ne+8VI+dIKQOH2oyqpNFooNVqa9RUSZpdUOusrMw4mEwmBAUFXXRTJenx/PVxUC6rSR+H2mYc+PlI\nrzFfJw0cfPVxCFRTpeTkZADybIE0cFDLOPB9mM1mWeBQUVEhMhJGo1GWcYiOjobNZhNl4X06+HWM\njY2VdYaOiIiAxWKB2+1GVVWVuF+lgQMPvpSBxNatW3H55ZeLzukNiQIHQv6G9u3bhw8//LChi0Ga\noHnz5iEhIQH//Oc/ceTIkUuy/T9jDPv370ePHj2QlJREgUMNZWdnw2QyQafT4fvvv6+z/Z4/fx7N\nmjVDTEwM4uPjZR1fueLiYr8ZB29NlXiFW6vVQqPR+BxVSS3j4KtztMFgQFhYmGzc/wMHDtTq/L1V\noP2NqqScAM5XHwf+9Fs51Kgy2yN9Yu52u2Xb80qvzWZTzTjUpI+D2nCs0mFdNRoNDAaDbPQiHvRU\nVFSgsrISSUlJAOTZgvj4eFnQYzAYZH0cYmJioNFoPDIOFosFFosFYWFhohx8nzxwkDZVkmYc4uLi\nxPlbrVZRTovFgqqqKhiNRoSEhMgCBx5w8vekvLwcbrcba9aswdGjRxtFvzIKHAj5G3r99dfxj3/8\no1GmQUn9W7VqFd58802PipZSVVUVli9fjvT0dFx55ZUwm81iFJNLycmTJ1FcXIwuXbqgc+fO2LZt\nW0MXqUk4evQoOnfujJ49e9Zp4FBSUoKoqCgA1RVAtT4nJSUlsrHwvc0crdY5mjfxAeCRXfDVVMlX\n52j+3arX62EwGERlc968eejUqVOt+s0oO0cr+2Uomyrx8vrqHC3NOJjNZlGJlQYC06ZNQ5s2bbx2\nHlYORSptqqTX6z0CndoEDsqmSrwCLg0k+LWJiIhAcHCwR+CgzDhUVFSIaxUbGyvLOISHhyM8PBxm\ns1l2jmazWQQaer3eZ8ZBGjjYbDYRKPAhXHlwZrFYRHAVFhbmNeOQnJwMxhgqKirEvBTSJpQNJWAT\nwJWXl2Pu3Lk4ePAg4uLikJ6ejo4dO3psZ7fbMX/+fGRnZ8NoNOLBBx9Er169xPqtW7dixYoVsFqt\n6N69O0aNGiU+HIWFhZg9ezaOHz+OpKQkjBkzBqmpqQCqnxhlZGQgMzMTOp0OQ4cOxW233Rao0yWk\nSTly5AiA6jG5+R9k8vc1evRolJSUICQkBC+88ILX7X799VeUlZXhjjvuEE9Wjxw5gubNm9dXUevF\n1q1bAQDXXXcdzp8/j/T0dJw6dQotWrRo2II1ckePHkVaWhratm2Lt99+W1RSL5a0GVJ8fDyKiopk\nmQK+Tbt27cTvoaGhcLlcssDA23Cs0v0oswu8cssrhMrhWEtKSmSBA2+Owyfw0uv1CAsLExXYzZs3\nAwB+//33Gn9uLjTj4Ha7PQIltYyD3W6HXq8XFWNu2bJlAKonVePXVjokLq8A8/NUNlUKDQ2FxWLx\n2VRJq9XKOkcrmyqZTCbZeYeEhMiCQrvdjtDQUJhMJtWMAw8mExISUFFRId6HmJgYMbma1WpFVFQU\nwsPDPTIOPHCQZhyknaOVGQe1TEhlZaUskDCbzeIahYeHw2KxqGYckpOTxXcuHwa3MfQrC1jGYdGi\nRYiKisKnn36Khx56CDNnzvQYHxcAVq5cKcbLHjduHBYtWiTezLy8PGRkZODFF1/EvHnzUFRUJEbz\nAIBZs2ahS5cuWLx4MW688UbMmDEDbrcbQPWH8/fff8eHH36If//739iwYUOt04OEXKr4l/PJkycb\nuCSkoUlH9Fi1apXPbX/55RfodDp06dIFrVq1AoBLsp/Dpk2bcM011yAhIQF33XUXgoOD8eWXXzZ0\nsRq9Y8eOIS0tDUOGDEFFRQU+/vjjOtlvaWmpLHBgjImKFKfWVAmQt8H3NhyrNHBQZhe8NVWSVr6V\nGYDQ0FBRPv5UmVdY+ba1mdhLORKSso8DL4NyVKWaZhyqqqoQEhLiETjwgEs6S3RlZaV42MQrwADQ\nrFkzv52j66KpEv+dB4U8KyENHKKjoxEWFiYbVSk+Ph5utxvnz58HAI+Mg8FggNFo9OjjYDabYbVa\nERYWBr1eLwscoqKiVDMOPJCTNqGSZhyUgYM048AzGlarVdZXg99Px48fr/F9EygBCRxsNht++eUX\nDB8+HDqdDl27dkXLli2xZ88ej223bduGYcOGQa/Xo3Xr1ujWrRuysrIAAFlZWejRowfS0tJgMBgw\nbNgwZGZmAgBOnTqFkydP4s4770RwcDAGDRoEt9stRlvYtm0bhgwZApPJhISEBNx00034+eefA3G6\nhDR6WVlZ4ikq8Ne42xQ4EH4PDBs2DHv37vVo3sG5XC7MnDkTHTt2FE/4atJBurKyUjzQaQqcTie+\n/fZbkaGOiorCLbfcgpkzZ8o+QxfqQvqEPPnkkxg6dCgqKytRVVXltwNrQ7BYLDh9+jTS0tLQuXNn\nPPTQQ2Iyq4tht9thsVhkgQPgOUSuWlMl4K/x9N1uNxhj0Ol00Gq10Gq1ohJel02VgOrOu7yiZzAY\nZE2V+LFq21RJLePAAwBv8zjUtI8Dr3wrAwdeZunQqxUVFeI9kGYceFMgwLOPw4V0jlZmR5RNlfh7\nywfTCDUAACAASURBVIMeaeBgNBoRGRnp0cdBet1jYmJgsVjAGBNNkYxGoyzjEB0dLWuqxOelsFqt\nsgyNMuPA7zkeOJSVlcHhcMiaKvHmXNLAgW9/6tQpABCBA5/YLjIyEseOHWvwfmUBCRzOnDkDg8Eg\n+xCnpKSINlqc2WxGaWkpWrZsKZa1bNlSRLcFBQWi6RFfV1RUhKqqKhQUFCAxMVH2pED5Wm/7JeRS\n53a7MXXqVJw+fRrXXnst+vTpg/79+4v1/A8B/4ICLm5m07pWUFCAO+64w+dMsaRu8O/FAQMGwOl0\nqo5YAwD/+c9/cPjwYdx1111i2eWXXy6avanh3++vv/46Vq1aJRsfvTFyu93o2LEjSkpKZE1b33zz\nTVitVgwYMOCimgpkZ2cjOjq6VtnvvXv3YtGiRVi/fj1MJhP0ej1SU1Oxe/dusU1lZSWmTZtWL/1N\nGGOYPXs2duzYIVvOn4TyTNTQoUORm5sr+465EMoZofnoN9JzdTgcqKio8JlxkDbv4euVT+r5+ppM\nABcUFKTaORoAwsPDUVRUBK1WK5ovKUfykVbG/fE3j4Myc6KcAE6tqZIy4xAaGuoROKjN2VBZWSkL\nHLxlHKR9HLxlHHzNHM0nblMOQ8ubKvHjSJsqlZeXi/4aERERsqZJvFkY71gfGxsLt9sNh8MhMgq8\nqRLv49C8eXOvTZWkfR6koyo5HA5xTB4o8CBSmnHgwZW0XwUPFPjDHN7kqri4GMXFxejWrRsqKipQ\nXFzcoH+vA5Zx4G8+FxYW5vGURNo2jlP2lpfuh/9ss9lUj2EwGGQdU3h0q1xXW99//z3WrVuHjRs3\nYvPmzdiyZQuysrKwa9cu7N27Fzk5Ofjjjz9w7NgxnD59GkVFRSLC5E85CKlPhw8fxr/+9S+8+eab\n2Lt3r1jOv2x4mpz/UXe73QgLC8OMGTNqfIwvv/wSW7ZsUV1XXl4uUvsXYvHixdiwYUOtRpD49ddf\nMW7cOBQUFOC77767qOEPG7uPP/4YV111lahULVu2DK+99toF7Ys/0Onbty8AeA0E/vvf/+Lyyy+X\nHadNmzaqleCDBw+iTZs2+PDDD1FSUoJp06Zh+PDhyMjIENsUFxerNl9tSL///jv+/PNP3HPPPbju\nuuvE8g4dOuDo0aOIiorCzJkza7y/4uJi/Otf/8LBgwdx//334/7770dZWVmtMhcffvghUlJScNNN\nNwGAeJj2/vvvi20yMjLw2muv4e23367xfi/UDz/8gGeffRaDBw+WZZJ4QJWWlgYAuP766wEAu3bt\nuqjj1SRw4B2RlcOxAn9lHJSVe51O57dztL+mSv4yDnq9XowCpJyluDaBg6+Zo6UZB2/DsWq1WlF2\nZcaBMSYq5NLAQfrk3VvGgVeA+fui1lRJOhyrWlOloKAg1T4OygngpE2VeFDIAweeceB/18LDwxER\nEYHy8nJYLBZoNBpx30gDBwCiWZCyqVJwcLDIOEibKtlsNo/O0tKmSsBf/RR4BoHfq976OPCMAw8U\neODAA4njx4/D7XaLz9R7770n6wtc3wLSOVqv13tEQxaLRRYg8O2Av2YZBKrfRP6B59N5c/xnniJS\nHoOnj/g20oqDdJ2arKwsbN++XbYsPj4eI0aMwIQJE7Bv3z7/J+4Fv8H4FxB/SiD9PyQkRKznMy7y\nzle8zST/ouKvUf7M//G2kPx/tW1CQ0PF0xBp2fgkOCEhIQgLCxPH57Nxksbtt99+w2WXXSa+eKRB\nA1D9Rzg3N1f8oS0sLMRzzz2Hn376CQDw0UcfyTrH8i/ltWvX4qeffsLjjz+Oq6++GgBw7733Aqh+\nAvnwww/j888/x7lz5xATE4PIyEgAf6WsAeDQoUMIDg4WFQslt9sNl8slS0Xv2rVLPOE+cOAAfvrp\nJzz33HOoqqrCkiVLsHz5cixduhSpqakYOXIk9u3bh1mzZgEAXnjhBVitVtx44424++67PY5nNpsR\nHh6OQ4cOISwsDMnJydizZw/S0tLEH5WKigoMHDgQnTt3xoIFC/DDDz/giiuuEE9VA8nlconhIV0u\nF55++mmkpKTg1Vdfxeuvv44zZ85g7ty5ePXVV/HII4+Ic65tZ/f8/HzExsaiTZs2CAoK8tqG9uDB\ng+jatavsu6BPnz5YtmwZysrKxHsOVAeVubm5eOONN2T7+Pbbb/HEE0/A7Xajffv2SE5OxsKFC/Hp\np5/io48+avDvmR07dkCr1WLJkiUeZQkLC8MzzzyDGTNmYMqUKbLzVbNy5Urcd999AKpHp5E+QDp4\n8CCA6r6A3333HZ599lnccMMNHvsoLy/Hl19+iYkTJ+LVV18Vy6dMmYJ3331XfD537twJAPjxxx/9\nnqPD4RDtwC/EihUrAFR/Nnbv3o0ePXoAqO7rEhISIjqQJycnIzU1Fd9//70sS1VbPHDg97XRaIRe\nr5c19eHbSFs5eMs48Mq99Om9t87Rvpoq8b+TytmngeqKK2NMVJSlgcOFZhykTX/43BNBQUEiAFIb\nVYk3VdJoNB6TwimDHmXgIO2Docw4JCQkAKj+DuXf1c2aNVOdx8HbBHA8Q6LVakW5APV5HHizMn6/\n82PabDYR9JhMJtFskmcceOAQFhYmKvW+Agdp52g+yhIfjjU8PBxBQUGi3wSv17lcLlHXNJlMADwD\nB36vKpsqKTtH88CBP9Br1qwZdDqdOK+ePXtCq9XirbfeEn+HlyxZ4jE8ca9evdC7d2/fN9VFCEjg\nkJCQAJvNhuLiYvFBzs/PF0+0uPDwcERFRSEvLw9t2rQBUN0hOiUlBUD1F490sou8vDzExcUhNDQU\nycnJOH36tOxDn5+fjyFDhshey5sr5efni/2q6d27t9cLnZmZKaJd6T/+oeP/eNtT/rvZbIbL5UJl\nZaXYln+Y+c/S1/N1fApzq9WKsrIyuFwucXzpa5Q/S8tzMU97veFfPjwY4R/g0NBQuN1u8USEf6j5\n7/zLjX8BABBpTN7WlAcsfL/SQIofT/pPbVlNl2s0GlRVVakGVPzLTPqPl4t/yTV05Qb4a1ZK6Ygl\nLpcLHTp0wOWXX45///vfACCaE6SmpuLEiRPYt28fZs+eDaD6nj927BjWrVsn9mEwGGA2m7Fs2TLs\n3LkTS5YskR139uzZ2L59u+yz5Ha78fnnnwMAXn31VTz77LNi3eHDh2E2mzF16lRs2LABgPc23s8+\n+yzmzp2LsrIy8cX59ttv46qrrsI999yDTp06Aah+uuh0OjFlyhQA1U9k33vvPTGKCffnn39iw4YN\nmDNnDhhjcLlcGDp0KO688060bdsWffr0wb59+3DdddfB4XDgxIkTuO6669C3b1/85z//wenTp7Fw\n4ULs2rULu3btQv/+/fHggw8iMjIShw4dgtlsxqxZszBjxgwRINXFCDL8mrZp0wYjR47Ea6+9ho8+\n+ggLFy4EUD3SD28OumXLFhE0ANUVUv4k6sMPP0RqaiqGDh2qegzGGDQaDQoKCpCSkoKgoCAkJCSI\nwSmU/vjjD/Tr10+27KabboLb7cbcuXNxzz33oHXr1gD+GjkGqP57wCsh3377Lex2O+bMmYPCwkIU\nFhbi2WefxY4dOzBmzBh06NDhwi7Y/3M6nbBYLKKSUFv79+9HmzZtEB4errp+9OjRmDZtGj7//HM8\n/fTTPve1aNEiJCUlIS0tDdu2bcNtt92GN954A++//z5ycnJw9OhRPPnkkwCA06dPw2g04siRI3ju\nuefw7LPPimAcgOw9BoA77rgDr7/+OjIzMzFgwADs3LkT4eHhYgQWX0HNq6++infffRelpaViu507\ndyIrKwvjxo2TVaKVHA4H1qxZg5deegkLFy7Ed999JwscLrvsMvEdDwD3338/Fi5ciJkzZ4q/C7Wl\nzDjwp8fSjINyG8Az46Cs3EszDmqdo91uN9xut0dTJf631ds8DkB1xRX4qxIcFhYmPgMXknFQG11I\nml3w11RJuozXmUJCQuByuUSgoGyqJA0cpE1GlX0c+Pd5s2bNRP2HPwyuyXCsPHDwNRwr7wQtzUAA\nfw0N6y/jYDAYRKVe2scBqA4cpH0cioqKZIEDb6rUrFkzaDQa0ceBZyCA6kAhKChIfG/wwCEyMhJB\nQUFemyrxPg5nz55FZWWlCLr5gz+TyYTIyEjxMKdFixZISkpCfn6++Ds7YsSImtxCdSpgGYeuXbti\n1apVGDlyJHJycpCXl4du3bp5bNunTx+sXr0a48ePR0FBAbKzszF16lQA1RWbyZMnY+DAgYiPj8fa\ntWtF8NGiRQskJydj3bp1uPPOO7F161ZoNBq0bdtW7HfDhg3o3LkzLBYLfvzxR4wdO/aCzsdkMomb\nrqngIyoogxP+YayqqhIpSqvVKp4ASAMbHsDwDz0fxUC5H+kTHR5AMcbEEwK+X54WBaon9LHb7aJC\nx//x7fhTFeU/aYAViOCoJpTBhLffeZAhDYx4EMV/ZoyJL0b+Ryc4OBgRERGIjIxERESE+DkhIQGb\nNm2CxWIRo9/MmjULPXr0wMaNG8WX6JEjRzyeGr/yyisYPXo0br/9drGsZ8+eHs0utFot7rrrLp9j\nsPfq1UvWpEk6rvTChQtlfSkKCgrw6quvIjs72+c1dblcmDt3LgDgs88+E1kDoLpj6AMPPCB+Vz7F\nfv/990WzjWeeeQZz5swBABGoANVPpg4dOoSNGzdi48aNIrDiT22Av5qAZGZmyobdbNGiBUpKSsQX\ndVlZGYYOHYrQ0FBkZmaKsg4dOhQfffQR1q1bh27duiEhIQGXXXYZAGDq1Kn4P/buPLypavsb+Ddp\n2qYjpYUW2lJkxjIq8IoCPxEUFESRSUUEtIhXUUa5OCCCIA4IAqLAFZWKishFQEERFRmKE6IiICpe\nhLZCC4XOpHPeP/LszT4nJ2kK6cj38zw8TTOc7KRp2eustfaOiorCAw88gJSUFEyePBmPPvoorrvu\nOnlm9NChQ3jxxRexZMkSpKam4tixY5g1axbuvPNOTJ8+HTfffDO2bduGpUuXwmKxYMaMGZg9e7am\nD0wEDpmZmZg0aRIARxCiD3Y3bdqEUaNG4aWXXkJKSopMiTdu3NiwJj03Nxfp6ekyMBCaNWuG+Ph4\nPPnkk5g5cyb27duHdu3aYd++fejatSt+/PFH3HTTTRg9ejRKSkpwyy23YM2aNXjiiSfQoUMHHDx4\nUAa3SUlJhoGDzWZDVlYWGjdu7HSb3rRp07BixQosWbIEY8eOdZtlBoB9+/ahoKAAZ86cweDBg7Fj\nxw5cc801Lu8fHR2NQYMG4c033yw3cDh48CAeeOABDBgwAH379sWMGTPQrVs3dOrUCVu3bsWGDRtg\ntVrx8ssva/5vmjFjBoqLi2XQMH78eE2/HgB07NgRcXFx6NevH8LDw3Hu3DnMmTMHzzzzDCZNmoSj\nR4/ik08+0ZyBBxwTtgULFgBwZERE4DJx4kTs27cPNpsNTz/9NABHtvK9997DggULYDabYbfb8eyz\nzyIzMxMjR47EsWPHsG3bNvn7KFZUUo0ePRovvvgiNm3aJLMvFWVUhqQPHMRJA096HIwyDkalSmqA\nYFSq5K45WkwgjTIOF1uqpG+OVkuuxP+3+lWVRMZB3E/f4wBoJ99q4CDOYjdr1kyOVTy3WqokAkVR\nCpSbm+uUcahI4GCUcbBYLHKuoQYOIqARPQ76wOH06dNyj4aLzTikpaXJQMFut8vAQWQcxM9SvH/A\nhcDBarUiODhYflbF5oiilFesuJWRkYGysjKnjIMIHETfWVhYGPr3749Vq1Zp/p+tapW2j0NCQgJe\ne+01JCQkICIiAlOmTEFQUBCSkpKwceNGLFy4EAAwYsQIrFixAuPHj0dwcDASEhLkfxBxcXHyD4/N\nZkP37t01JQcTJ07EsmXLsHnzZkRHR2P69OnyQ9yvXz+kpaVh0qRJsFgsuOOOOy75bFZtIiamdZnd\nbi83uDC6TkzW1aBK/Q9EDaD0AZX+e6PbxNkf8R+NuCxKccTtIt1cXFwMs9mM4mLHrphFRUU4c+YM\n/ve//yE7Oxs5OTnIyckxbIYSk0M9tawBcEw0AMjJGuCYJIo/6BMmTMAbb7yBI0eO4MiRI/JxAwcO\nxNatW52O/9JLL8nLYvJ944034ssvv8Tdd98tlx8cN26c06II2dnZsFgsGDFiBL799lvMnTsXb775\nprz91VdfBQAMGjQIp0+fljXSYWFhWLlypZyA9O/fH76+vtiyZYt87HPPPYc1a9Zg2rRpmgBD3w81\na9YszffTp0/HggULEBoairCwMNx2221y/fGZM2fiueeewzvvvIPOnTvjl19+kaUhqs2bN2Pr1q3y\nP0DAsVJRly5d5GSsuLgYEyZMAAB89NFHaNeuHb799lt88803eOutt/Dhhx8iKysLXbt2BeD4D/E/\n//kP6tevj48++ggxMTHYunUrunTpgoEDB2L27NkAHBO0ffv24fPPP8fKlSs1mYEvv/wSN910E4AL\nWYYFCxYgPz8fmzZtQnp6usxSREdHGwYOYudkfeAAAAsWLMDAgQNRVlaGLl26YM6cOSguLsb06dMx\nceJEjB49GjfeeCPKysrQsGFDjBs3DrGxsdixY4ecbACOwOHBBx8EAGzcuBEmkwlRUVF4+OGH8ddf\nf8mz8qrCwkKkpaXJ4Gnt2rUoKirCQw89hJSUFNSvXx+dOnWSr19lt9vRs2dPObF89NFH8dtvv+GF\nF15wuq9q9OjRGDJkCI4cOaLZN0B15swZpKWloUOHDujevTvy8vJk8NaxY0fk5ubihRdeQP/+/XHP\nPffIwEFsOjdt2jQ0atQIKSkphhkAk8mEefPmYfTo0XLSPGrUKKxatUr2kTz11FNYvny55nEiExQZ\nGYnExEQ88MAD2L17N/bt24f69evjnXfewdNPPw273Y4uXboAcPw/27RpU7z33nuYN28eGjZsiI4d\nO6J///5y/4/69evj2LFjTln7+Ph49O3bFwsXLiw3cMjOzka3bt0wd+5czX0zMzM1+yMAjklqeaVK\nFelxMGqOVu/vrlTJk4zDpQYORs3R6okmwHFyRL+qklHGQd8nIAIHfcYhPT0dFosFTZs21WxKJt5n\ni8WC/Px8OQ7xu5yTk6PZx0GcQFSbtNXAQezUbdQcrQZIRs3RYjwi4yAYZRwCAgJgNptl4CA+Kzk5\nOSgpKUFgYKDsccjLy0NQUJDcnE0cQ1R/6AOH7Oxs+XrF9+I9DQkJkYGDCE7E51WUKomAJyoqCj4+\nPpqMQ1hYmPz7GxYWhiVLluDxxx+XJ6WqQ6UFDqGhoXjiiSecrteXBPn5+WHixIkuj3P99dc7lTgJ\nUVFRslxBz2QyYcyYMRgzZkwFR061hclk0pw5qeu+++47/PDDD1i8eDE6duyI5s2be9yo2aVLF9x4\n440IDg7GwYMHsWTJEhlMAMAjjzyCZs2aOW3+tXLlSnk2+uDBg7Jc6PTp07juuus0K6skJibKMyYi\naBJBw8KFC7F48WKkpKRg2LBhmqZnMWmKjY1FfHy8nNwkJibipZdewvfff48nnngC8+fPR3FxMe66\n6y5cffXV+Ne//oXk5GRs2bIFs2fPxuOPPw5/f39kZWXBZDLh3XffxdGjR53ei9jYWE0ws3fvXnTv\n3h1du3ZF3759ER4e7nSGfsqUKXjnnXcwYsQITJkyRf5d+f3339G0aVNs2rQJDz74IHJycrBmzRpY\nrVYMHz4cGzZskHvPREZGyqBh9uzZmD17Ng4fPoywsDDZZNq+fXts2bIFW7ZsQYMGDZCRkYGFCxfi\n/vvvR0BAAOrVq4fMzEz06tULXbt2xY4dO9C2bVs0btwYY8aMwTvvvAPAcba4R48eKCoqwr///W/8\n9NNPmDdvHt5//338+uuvOHToEEJCQvD999+juLhYlsJER0cbBkXiP66WLVs63TZgwACUlpbi3nvv\nxfvvv4/nnnsOAHDLLbdoyh3MZjOWLVuGdevWYerUqWjQoAGuueYafP/993jwwQfx+eefA3B8zox6\nUnbu3KnJmAHAuHHjsHbtWnlG7syZM/jwww+xa9cuzJ8/X97v7NmzTmffjx8/jqKiIvj4+CA+Ph6v\nvvoqQkND0a9fP6fnVt1yyy0IDQ3FokWL8J///MewdFEE5+L3Rb2P+P/v3LlzePDBBxEWFoZXX30V\nTZs2Rf369fHnn39i7969TqsG6t17770YPnw4HnnkEezevRvNmjVD7969sWbNGjRp0gSrVq3C448/\njqZNm6KgoAAmkwlr1qxBu3bt8NRTT2HkyJHo168fvvjiC4SFhWHZsmW45557cOLECbnWPeDIJDRt\n2hQbN26Ej48Pvv/+e5hMJvTv3x9lZWX44osvMHz4cPz9998YPXq00zgffvhhDB06FL/99huuvPJK\nrFixAl988QX8/PwQEBCACRMmoGvXrvj6669x9OhRLF++3ClwqF+/vuY9jIyM1KxuJTYvVE8Q6DMO\nalOz+Coy4kYZBzWz4KpUSZ9xUHscAG3GQQQMNpsNJpPpopuj9aVK4vUUFBQYliWpAYa+xwFwzjiI\nQDQ9PR1RUVGoV6+eHKu4b0hIiDw5JF6jUeCgXw1JXRZWDRxcNUeL1y3eA33Q42ngEBgYCJPJhJCQ\nEKfAQbxeVxkHdVUlUYZllHEQgRfgOuMgSpPUzQGDgoJkVk1kGFJTU2E2m2G1WuWysmazGSEhITCZ\nTGjRooXHn53KUGkbwBGRd3Xv3h0TJ07EsWPHsGnTJixatAgff/wxAOcz6oCjxKdXr1547rnn4Ovr\ni/DwcFlW1LZtW3lWG3CcIbvvvvs0j7fb7ZrUf3x8vOb2iIgIWV4EQFPeoy67edNNN2Hq1Kn4888/\nAcDlSklbtmyRfxAHDRqE+vXrY9KkSejWrZssqfD19cXatWsxffp0hISEoF27djhx4gSefvppebZH\nTDB27NiBv/76S5YStWvXDgsWLMCePXsAOEqisrKyZMPZiBEjEBERYTgR7Ny5M86ePYvHH38co0eP\nxvnz55GUlIQ2bdrAarXirrvuwueff47+/ftjyJAhGDZsGM6ePYtt27bh4MGD2L17NzZv3gzAcYb+\nmWeekROQsrIyPProo2jSpAn++9//YuvWrbjmmmtk74ndbpe9W/PmzcOgQYMwZ84cAMANN9wgM7Sz\nZ8/GddddhyFDhqBNmzaYOnUqZs+ejV9++QXLly/HrFmz8Pvvv2Pz5s3IycnB/fffLzNZIiBwl3Go\nX7++0+RbMJvNeO+99zB58mQUFRWhZcuWhuWdI0aMwIYNG2SG4/PPP8eff/6Jm266CcePH8c///wj\n3yeR1l+0aBHCw8Pxyy+/yOPY7XbY7XasXbsWpaWl+Pjjj/Hhhx8CcEzMp06dqnle0fyvEvsFnT59\nWmYZ+vbtW24tvtVqxbRp07Bq1SpMmzYNJ0+exAsvvKBZIerXX3+F1Wo1DLRCQ0OxZMkSPP/887jl\nllsAOIJn8TO2Wq3o27ev0++bq7GsWLEChw4dgslkwqRJkzBw4EDs3LkTDRs2xJQpUwAA99xzD6xW\nKz744APce++9GDZsGDp16oQvvvgCEydOxHfffYdbbrkFJpMJX331FT744AP58zt27Bjsdjt27dqF\nJ598Ui4M0KRJE3Ts2BF33nkn7r77buTl5aFNmzZOYxw4cCAiIyMxZswY7N69Gw8//DA2btyIdevW\nYfXq1Zg2bRoAyL8PYhIlqLtGC0alSvrgwlXGobzlWPWr/Kgr/wDGzdFiIi+e36jHwWazyeeLiIio\n0Kpv+oyDeiZejN1ms7nNOFxMqVJUVJRc1hS4MFEPDg6Wk2oRsIjm9dzcXKceB1FiZBQ46AM1Pz8/\nmYXQr6pUXqmSYBQ4AJDlTAEBAU47fKsZB7Gkq3iN7lZVAhyBgpoJUTMOauAgnlc8p8g4CCEhIQgN\nDcXJkycRHBwMk8kk+5DCwsJqRH8lUIkZByKqfGLS+NJLL2HRokWas3ArV67U/KGJiIiQqzM0bdpU\nU/YRFhaG4OBglJaWYtu2bbJMQQ1IzGYztm/fjpMnT2LTpk2YO3cuDhw4AACy5+H999/HyJEjERUV\nhRkzZmDHjh1yAmy1WvH22287BShvvfUWxo4dC5PJJFehEGecGzVqpFmv3oi+/lsQmZJHH30UCQkJ\nmj/Q+rpmT6iT5oCAAKfl8Lp3745t27Zp7t+/f3/NfY4cOSInk+IM/L59+7B06VIsXboUANCmTRsM\nGDAAADB16lRkZWXh5ptvBuCYAN5zzz2G42vWrJnTynClpaVo27YtJkyYgGbNmiE1NRWrVq0C4Ci5\nEUFVr169ADgChzNnzmgmJoDjbL/aD+LKwIEDsXjxYo+XCqxXrx7q1asnP4vffPMNtmzZgmHDhmH9\n+vWytGrDhg2yhG7SpEnYtm0bPvjgAzmZE/0GN910k/ydmDlzJlq3bo0nn3wS+/btw7BhwzTPvXfv\nXlx55ZXy57R8+XKPV/+ZNWsWIiIi8Mgjj8isX3p6Ol555RWkpqZi165diI+Pd5kxcJdlryj1Obp0\n6SJL9xYvXow777wTa9aswUcffSTvM3r0aPj6+mL79u345ptvcPvtt8u/E127dsWbb76J5ORk3HXX\nXfjss89w7NgxpKam4uzZs5qTDYCjV2bWrFl49913AcCwOsDf3x+bN2/GtddeK0voRo0ahR49euDY\nsWNYsGABfv/9d5kdFBtciTFlZmY6rRQmSpX+9a9/oVGjRsjKynIKasvrcRATaf17qC9V8rQ5Wv19\ncdXjoK7vX9HAQWQcAEeQ4C7joK6qpG+iFlkIT0qVIiMj5QRcvW9ISIicVIs9G0QPgauMg6vAQS1V\nEj2B+iDHx8fnkkuVAEfQnpqaioiICBk4iOyau4yDWP5fLKxis9kQHh7uVKpklHEICQmRq6iJDIO+\nVEkQq0EdP35c9pGIz35FV8urTAwciGqxLl26YNu2bbjpppswcuRIpKen4+DBg4iOjnY6O6HuCe/e\njwAAIABJREFUEq2fbIuJm9lslpNWwHH2Pjk5WU7GRK24KNW54oorMH78eIwbNw4AcPfdd8ta97Zt\n2zr1YIwdOxZ9+/bF0aNH8fnnn6OwsFATSIhJdfv27S/+TdExmUxOq+RUV/+PWLxBEKVLrohesIvl\n4+ODl156CbfddhtmzpyJNWvW4PPPP4efnx86deqEMWPGoH79+rJRMDo6Gna7Henp6TLwysjIwI4d\nOzzaBbhv37748ccfNWVwnmjcuDFatGiB9evX44cffsBDDz0E4EL26Morr8SPP/4Iu92O999/HxkZ\nGXKxjcaNG+PUqVMICAiQQREAWca6adMm2SdTVlaGTz/9FP369UNSUpIMcHx8fPCvf/2rQmOeMGEC\ncnNz8cQTT+CKK67Axo0bMWPGDLRu3Ro2m032n1SX4cOH46233pLlQ6+99hpatmwpf5cjIyMxePBg\nzWNeeukl2XR566234o8//sCxY8fkcuT64LFZs2ZYs2YNhgwZgtLSUperWXXv3h0zZ87EvHnz8MUX\nX+DGG28E4JiILly4EHv37pWBg+jpEmdas7KynCZNkZGRyMzMxMqVKwE4Vm8SEy2hvB4HMakVi1cI\n+jPgYsKr73EQpUolJSUoLCzUBA7i76kaQOgDB7UcrDxqczQATW9BRUqVRFCgZhxEpkyfcTh9+jRa\ntWold2QGLgQOwcHBslRJrCgnJu76wKGsrAw2m82wVMnHx0cTOOjHL0qVROCgzziIgEYfOAQEBCA0\nNBSlpaU4e/as/FyKr4GBgTKYUEuVxMmzc+fOITIyUhMciUCjIs3RIuMg+ltEcCJ+9q4yDupY1YxD\nTcFSJaJaTNQam81mhIeH48orr8SIESMMlxZWz6aKP5rffvttuSseNWnSxOWZ0+DgYKxcuVKz/OM9\n99zjNEHWH69Pnz548cUXnSajd955J7Zs2SIzHnTpBg0ahIyMDNx333247rrrADianH18fLB69WpN\nn4yYVKrlSuvXr4fJZMKIESPKfS6TyYQuXbpcVN9R79695WphooRH6NChA3777Tf88ccfyMjIkBNV\nwLHqEOAoqTHKPvXo0QPff/89CgoKsHr1agwaNAj3338/Dh8+7LJ/zlOPP/44zp07h3nz5uHEiRO4\n//77YbPZMHnyZPz73/++pGNfKpPJJBdJ6Nu3Lx5++OFy+zd69+6N5557Dj179kT//v3RvHlzHDt2\nDL/88gvCw8NlMKl3xx13OGV09MSKTCJoABx/P+Lj47Fv3z4cPXpUZiTUkxxZWVmGpUqq/fv3y52B\nBVc9DuUtx2rU4+CuVAlwNDyLy+J1ARcme2KSrQYOFdn5V1/bf/78+XKbo8VCHOpkXDynJxmH06dP\nO2UcRABhlHEQr1m/qpJ4DnelSqI0TP+zEYGPv78/7Ha7DEDKK1UymUxy4p2WliYn/eIzYhQ4iJ2j\nAUe2Rd3HobS0VFOqpF+OVfQ46EuV1PcF8LxUCWDgQEQ1wKhRo5yu6969O66++upqGI0xf39/DBw4\nsMbUctYVondD7D7sKiMg+lTUwOHPP/9E8+bNnSZr3iYan7t06eI0CezYsSOKioqwcuVKmM1mWWLV\nuXNnPP744zh69KjclErvxhtvREFBgdwfAQDee+89+Pv7y/fjUoiVmwDgs88+w8qVK/HKK68Y9h1V\ntV69euHo0aOy/8MTTz75JPbs2QN/f38ZOPz000+46qqrLun30mQyGU5+unbtij179uDkyZNyEzx9\n4GBUqqQ6evSo02fGk1WVXC3HKibd4nt3pUqANgMAXJigilUexWdBlKiIUiVXe9roqc3R4vnKa44W\nQZH6etXAwVWPg7jPmTNn0LBhQ5cZBzGpFhkH0bybmZmJkpIS2eMgxqtmHNSATS2h8iTIMQp6fH19\nnVZcUwMH8f6LrFRQUJB8brVUSRxDBA7qMUWgIEqVxEbEgOuMg5oJEftWqc3Raq+FGJcYt3ic+Oy7\n+vtWHRg4EF0mxB9lsdkiXX769OmDjz/+2OVqXA0aNIDFYtEEDuVtnuktt99+O9577z1NuZEgVida\nvHgxevbsidjYWHz33XfYtm2byyZk9bH/93//hzfeeAOtW7fGF198gVtuuQXffvutR3tDeELNsNW0\nlfxatmzpsqm9PM2bN8eZM2ewa9euSssCduzYEb/99hsAeBw4iIn58OHD5WV94KAu4wkYlyq52wDO\n01IlQJsBACB/X0SGQUxcxSQ1PDxc7r3gCU8yDvoN4ETmQL1OjMdo8i1WpbLZbCgsLER2drbMOIjG\n5Ly8PBkwiaVKReAAOCa7YrMzo4yD0XKs+o3pxFhF4KAGTOI45WUcgAuBQ2ZmplPGQe09ET8TNeNQ\nWFgogyMhMDBQPm9WVla5y7H6+/vDZDLJ4EM8pxo46DMOZrNZZhjE+MVn/2J/hysDexyILiOnT58u\nd1MsqtvE6j1GzGYzGjdurJm4paSkVMkeOCaTCSNHjjS8LSIiAj169EBycrLc58PdRm3643788cf4\n+++/0alTJ5hMJk25jDdYLBZs2bIFwcHBF71Dck0kNnTLysqSwZu3qf1MHTp0QERERLmBQ7NmzfDC\nCy/g7rvvxn333YcdO3Y49TiYTCb4+fk57RytzziIUiThYkqVxBl1oVWrVjCbzXIhA30jrlgEwmaz\nGX5eDh06hKFDh2LXrl1o1KiRU3O0UcZBjEmMWWQz1ADDXcZBbEZ2/vx5uQpQZGSkDEByc3ORl5cn\nV/sJCgrCqVOnZOMw4JjsiseqE2mRkREZGDXDYNTj4Ovrqwly1J2iRc+DxWKRZ/aNlmVX+23E+y8+\nI6L0TQ0c1IwDcKEcSz2GeP8yMzM1gYP4OYqfT1ZWlhyzPnAQG8kBF5qljcYtvnbu3BmAdtXC6sbA\ngegyUtnlJlT76fe5SElJcVodqjp8/fXXAOA0QfBEvXr15H/AlWXgwIGVevzqoO4EXVnB47XXXovu\n3bujadOmiIyMRExMjAwcysrKkJ2d7RQ4mEwmzJgxQ45xx44dhlkn0QANGC/HmpOT47QikierKqmr\n/wAXzoQLDRs2lPX4gHPGQd212Kh8KzExEX/++Sd+/vln3HLLLW6bo/X9GQCcAiHA8XujZiGMMg6B\ngYEoKCiQex00bNhQTs5zcnKQm5srz+yrpUpiAh0SEiI35lNLlcSEX+y9pAYOZrMZZWVlTjtfG2VH\n1NcdFBSkKQnSB2Bq4CDef5FhFAFMYGCg06pKglHgIBrJS0tLYbVaNc9ptVphMplgtVplxkEcRx2D\nekx9xkEdtwhyOnfujJ07d3p8oqQqMHAgIiKpSZMmMnAoLi5GWlpalZQqledy2eixJlHLf9wteHAp\ngoOD8e2338rv1cAhLy8PZWVlbhtDH374YeTk5ODaa691uk2s/w+4Xo7VVeDgrlRJDT4A51Il9TbA\nfeBgRBxLnL03KlUSJS36satf9de5a44WgQMAJCcnA3D8/MXmlGrGAbgwkRYrDAFwWmrU1SpQRUVF\nsNvtMnAAHOVBrjIO4jg5OTmavTHEnh/6VZUAaL4Xr0usCiaeJyQkRG5uqc84GJUqqdl6sTyr+IyJ\nQMHf3x/Z2dnyJJ1RqZKgb54GLgQ3auBzqYs4eBt7HIiISGrSpAlSUlIAOJpO7XY7WrVqVc2joupg\nMpkwbtw43HzzzVXW7B0TE4MTJ07gySeflCu+6VdVUl111VVYt26d4fiMMg76Caw4my+oq/yI79VS\nJXWnaVfN0XpGPQ4AXO7lICbrWVlZKCsrQ2lpqctSJX1/hv46NTNhVP4jVkwSpUqAY1d1wJFxUPdn\nUAOHsLAwZGZmajIO+vp9o1IuNYARJUeAc3O3GKuaTRArOAHOgYOvry8iIiLwzDPPyOcXjxPvf/Pm\nzfHyyy/LPXPCw8NlZsjHx6fcjIM+cAAubPInnkusvKQvVRILC6jN0FarFTExMQAcS04DjgUNrFar\nXAGvJmLGgYiIpNjYWBw9ehQPP/yw/M+sKnocqGZ64403qvT5YmJisGrVKhw4cACJiYkALr6+W804\n6JdjdbV5m2iO1pcqlZWVoayszKkWH3DucdBTexxMJpMMhFxlHMSkOTc3VxPwGGU41LGrk3PBVcZB\nTHyzs7NhMpng4+Mjrztx4gSCg4PlfghiLGrgEBkZiTNnzmiyH64Ch7y8PHkmXb+6k8g4qJvaucqO\nANAEKSIzIt6D48ePa87gi5+/eA0mk0nuVA5cCODULIoQEhJiuKqSfhz60iT9V5H5EIGnGoyIlZY+\n/fRTuVN869atkZmZWaN7ERk4EBGR1LRpUwDA8uXLAThqbdkbQ1VF3YtDrO51satfeZJx0DfWuipV\nAuC034B6Rt3d74iacVCX4KxI4OBJc7RR34OYwOon7PoVgUwmkybjIMrU1I3d1B6HyMhIFBcXIz09\nXS4V6i5wUIMatddCBA5qxsFVqRIAw4yDeN36sh/RhKzuM6QSgYO4Xe0NCQ0N1Uzyg4KCND0N7jIO\n6u1iTPrAQX3t+n1ranLQALBUiYiIFP369cODDz4oa9orazUdIiODBw/G8OHDNRvKXexSlO56HFxl\nHFytqgQ4Jn9qqZKacfC0VEndfMxV4CCacHNzc2Xg40lztLjd6My4u1IlcSwROJw4cUIGDkFBQTCZ\nTMjOznbKOACOfgg1CyDeN6PlWMVzi9etLmnrrlTJVeAAOCb76oRfVdHAQRUVFaUpfwsJCTEsVdIH\nDK4CBzFGMW5RjlYbMXAgIiIpKCgIK1askEtJskyJqlJ4eDg+/PBDPPbYY/K6i914Ts04qMuoAuU3\nR+tLlcQxXGUc3AUOaqmSJ4FDeaVK6p4NRhkHdcIrJrb68h+jFYDUwEFkUMxmMyIiIpCRkaEJHMSq\nP2JPA8B5xSAx3oKCAk3goGYcjHoc9NkR/epF6nO5KxETgYOr5np3gUPDhg1lRgCAfL8EVxkHfSAh\nMjTqalAAAwciIqpjxAokNWFFJbr8iN3N77jjjos+hj7jIPYNAC6UKhn1OKjN0WqpkggcjJqj3U1g\nRSmQKFUSk05XzdHllSqJcQHlZxxclSqJ+4ldj4ELgUNmZqZmRa1GjRohLS1NEzjExsbK2/WTefG8\n6oTfqDnaVeDgajlW9bnEWN0FbOK9E6tY6YnlhtXAtE+fPprxqlz1OIjXq36vzziI8eqXX62N2ONA\nRERO+vbti+eeew7jx4+v7qHQZSggIADHjx93OenzhL7HQd9IfLGlSvqz/eoZdSPibHVubq4m4+Aq\ncCivVEmMSx2DetkocLBYLE7lWlarFVlZWTK7oDYHGwUOao9DcHAw6tevr2nk1Tf+Gq3upC9VEu/t\nxZYquQvYJkyYgFdeecVlc73YDV3dA2T9+vWan8vChQvlZ+FiMg4NGzZE8+bN8fTTT2vGXZsxcCAi\nIidWqxVPPvlkdQ+DLmOiUf9i6VdV0k+yjTIOFSlVUieS5e0zEhAQAJvNhsDAQJjNZlitVjmBzsjI\nQEpKiszyiYlrfn6+ZrKvPocaEOjH4KrHQX8/MfkVk2914q82ezdq1AgnTpxAXl6e5j5xcXHIzMzU\nbAqnjk/tPXDVHC3uo+6i7WrnaPX1eFKqNH/+fEydOlXz2lUtWrTA1q1b0a1bN3ldeHi4pqdm6tSp\nTs8NeN4cHRAQgL/++ktmNcS4XfVl1AYsVSIiIqI6x9/fX5Nx0Jf1VGQDOMAROKjN0foz7O6IM81i\nQhkYGCgDh8ceewxXX321HKsaOIjr9Gfw1Um2fgyuMg6CPsBQS5XEBFcfOIiMg7oxmShXEte56nFQ\nn7OizdGXUqpktVo1JVVGBgwY4PGqcep7KIIl/X4N+hImQFsKxcCBiIiIqAby8/PT9DhUJOOgNlOL\nSZ4+4+Dv7y8baMvbIE89Aw04Jr5iciz2qxD7EohSpby8PE3GwWQyOQUHnjZHG+0wrQ8cgAsNxeoS\nuFFRUTh27BjKyso0OzKLM/MicFDLcHx9feHj46PpKRFfjZqjbTab5j5i+VKxuZsgnt+TUiVvUwMA\n/f4M+qyLq8+DaNQWn6/aiIEDERER1Tn6jIN+ku1qA7jS0lLDUiX9Pg4mk6nciaKgX3koICDAqcdB\n7Ftx/vx5hIaGakqVxARZfBUBgbryj6cZB/2OykaTb7UvoHHjxk4TZODCykDivmrGwWQyaQKdijZH\nC+omcYBzdqMqAweVeA/Fz0eMSwRTrvZiaNCgAQDg3nvvrewhVhoGDkRERFTnqBkHdcIvbiuvVEms\nwuSqVAko/wyzoF9VR804iElmeno6AEfgEBkZiby8PE1ztBg3AE3dv1Bec7T+On19vkoNHMTqQwA0\npUp33303gAsrsBmtGCTG66pUydVyrPrXpH9+8X5Wd7OxyByIgEoEBq6WgAUcq1a9+eablT+4SsLA\ngYiIiOocd6sqictqiQygbY4WE1lXpUqA54GDWqIkvorAQZTA5OTkoKSkBEVFRYiMjMT58+cvKnBQ\nbxNn68VtaumVUanS0KFDAWj3NmjdurW8rGYcBg4cqClf8jRwcFWqZJRx0GcUxLjEc5XXlO5t7du3\n1/REiPdaXOdubwghLCyMPQ5ERERENYm7UiUxIXWXcdDvlaAvVQIqHjjoMw5lZWXyDHx2drYMJsRy\nqFlZWZrxugscxG1qaY/6uvSPMypVeu+995Cdna15rLokrn55XKPGX6MxieeqaKmSfoKt73Goart3\n78bBgwfl908//TRatmyJZs2aAbjwHrgqVaoLvL4c619//YWVK1ciLS0NLVu2xIQJE2TqRi89PR3L\nli3D8ePHERMTg4ceekguv2a325GYmIhdu3bB19cXt99+OwYOHCgf+/PPP+Ptt99GVlYWOnTogAkT\nJsgP0uzZs3H06FH54Wvbti2eeOIJb79UIiIiqqH0O0cbrSykv1xexuFSS5XUrzabTTZCA9rAQZzB\nzszM1IzRk4yDEaMlZI0yDvqN2/TcbQhpFDjoy6Jcraqk/nzU7IR+13Dx3ldX4FC/fn3N99dddx2O\nHj0qvx80aBAmTpyIQYMGVfXQqoxXMw4lJSVYuHAhBgwYgLfffhtt2rTBq6++6vL+S5YsQadOnfD2\n22+jT58+ePnll2Wzzfbt23HkyBEsXboUzz77LD755BMcOnQIgCOdt3TpUtx///1YtWoVAgMD8dZb\nb8njmkwmPPTQQ0hMTERiYiKDBiIiostMeasqGV1Wd47WZxyMSpX06/a74irjkJubK++TnZ0tAwmR\ncdAHDkaZA/1zGDEqYzIKHFyZNm0abr75ZsNshmAUOOj7LlxlHMT36ld34xKZh5q2OlFYWBiWLFly\nSRsX1nReDRwOHz4MPz8/3HDDDbBYLBgyZAiOHTuGM2fOON335MmT+OeffzB48GBYLBb069cPZWVl\n+P333wEAe/bswaBBgxASEoJGjRqhb9++2L17NwDghx9+QIsWLdC5c2f4+flh+PDh+Pbbb2V3O3Bh\nSTEiIiK6/HhSqgQYZxzUAEHfHK1OdsVqQ+6aYQHnHgexqpI+cNCXKonAQYxXzG2MAgf1LPy2bdvw\n5Zdfal6X/nHuVlXSe/nll/HZZ5+5vY9R4CCoGQfxnrkKHNSMg/Dzzz/j66+/lt+L5WLz8vLKHTt5\nl1dLlVJTUxEXFye/9/PzQ1RUFFJSUpw22EhNTUXjxo01H5q4uDikpKQgPj7e6VhxcXH46aefDJ8n\nMjISFosF6enpcrOPd955B++88w6uuOIK3HvvvZr7ExERUd3mSXO0uJ+glirpJ7AioFBLlcSEWN1t\n2Ig4U69vjhaBQ6NGjdz2OIgxeBo49O/fX3ObUeCg34X5UhmVSokqEhGk6IM0dxkH9b6dO3fWHDcm\nJkbzlaqOVwOHgoICp1RZQECA7KCvyH0LCgo0vwT62/R9E+rto0aNQmxsLMxmMz777DPMnz8fixcv\nrtPNKkRERHSBu1IlNVhQ5yLlZRz0pUqi5j8qKsrtWEQAIzITInDIyckB4Fj+NCcnx6lU6ezZs5rx\nisDBaD7jru7fKHAQux17K3AQ1OVbReCgliqpY3IXOLjrtQgMDMQrr7yCYcOGeW/g5JEKBQ6zZs3C\nH3/8YXjbkCFDEBwcLGvXBJvNZvgBt1qtbu9rtVo1m6O4u01/e4sWLeT1t912G77++mscPXoUHTp0\ncPnakpKSsHfvXs11UVFRGDt2rMvHEBERUc3kacZBnaP4+Pg4ZRzc7eMwffp01KtXT7NkqREx3xGZ\nCX3GISYmBunp6U4Zh4yMDM0O1WIiLib9KnfN0UY9DmIs3gwcPvjgA81cSx846DMO+v4S9T7llVBN\nnjzZO4OuxVavXi33/xB69OiBnj17VtpzVihwePbZZ93efuDAAWzfvl1+X1RUhPT0dMMu/NjYWJw6\ndUoTvaekpMhO9NjYWCQnJ8sSo5SUFHmc2NhYfPfdd/JYp0+fRmlpqcuI32Qyldvz0LNnz0p9o4mI\niKjqiB4Hu93udlUlfcbBbrejqKjIZcZBDTTatGmDhQsXljsWcUJTlFPrA4fY2FgcPXrUaVWljIwM\nzfOJcauBw3XXXYdvvvnG7fMbraokGnj1KxddijvvvFPzfUUyDp40gJNWdZzc9mpzdLt27VBUVISd\nO3eipKQEH330EZo3b+7U3wA40nKxsbHYtGkTSkpK8OWXX8JkMqFt27YAgF69euGTTz5BTk4O0tLS\n8NVXX+H6668HAPy///f/8L///Q8HDhxAYWEh/vvf/+Laa6+Fr68vzp8/j19//VX+gm/ZsgV5eXlo\n1aqVN18qERER1WB+fn4yaHBXqqROpt3tK1BcXOwUgHhqxowZ2Lx5M6644goAF5Zjzc3NhY+PDyIj\nIzWlSuHh4TCbzcjIyNAENuI1qBuxffzxxy6rQfSvS52Mi6VFjcrJvaW8jINR4OBpxoGqh1d7HCwW\nC6ZPn47ly5fjzTffRIsWLfDoo4/K29944w2YTCaMGzcOADBx4kQsW7YMmzdvRnR0NKZPny7Tcf36\n9UNaWhomTZoEi8WCO+64A+3atQPg2HJ80qRJWLVqFbKystCxY0dMmDABgOOMwNq1a3Hy5ElYLBZc\nccUVePLJJ8tdKo2IiIjqDjHxLCoqQnFxseYsvatSJTVwMGqO1pcqeSo4OBi33Xab/D4gIAA2mw05\nOTkICQlBaGgocnJycP78efj5+cHX1xdBQUHIyMhAdHS0fFyjRo1w8OBBTTN2REREuct/6s/mA0DL\nli0BoFJPrIoeExHo6AMHdXlX/RgZONRMXt8Arnnz5liwYIHhbQ888IDm+6ioKMydO9fwviaTCWPG\njMGYMWMMb+/cubPhHhGhoaF4/vnnKzhqIiIiqkvE2XUROHjaHA04ehI8aY6+WKKR+fTp0zJwyMvL\nQ15enrwtODgYubm5mvG9+OKLuPLKKw0rOdzRb2YHOAKG3377TVZ6VAbR21GvXj3NOMRYTCaTbEiv\nyD4OVH28HjgQERERVTd9xsHT5mhAm3Fwt4/DxRLBQXp6OkJCQuQZ+fT0dNmsLL6q47vqqqtw1VVX\nVfj5jAIHALjyyisrPvgK0AcO6nsqsg0icNBneNjjUDN5tceBiIiIqCYQgUNhYaHb5mijUqXCwkKX\nGYeLKVXS0wcOoaGhAIC0tDRNxgEof1dqT7gKHCrbc889B+DC6zUKCvQBAzMONRsDByIiIqpz3GUc\n1GDBVamSUcahMkuVAEcgIW4zyjhcLPFeVPVZ/H//+9+a5mujJm1XG795430m72PgQERERHWOux4H\nUToDlL+qktlshslkQnFxsddKlUSwos84nDp1SgYMIuMgbrsUonm6pKTkko9VEWazWRMkiABGv1s3\n4BwwVHV2hDzDwIGIiIjqHLVUSR84qJNSdR8Do1WVAMektrJKlerVqyd7HE6dOiVvE7tMi6+XQuxz\n5Y3sxaUQAZNRxkEfOHhzfwnyHgYOREREVOe4K1VyRW2O1m9W5s1SJTWLUK9ePfl9VlaWzDSIzeK8\nETg0adIEffr0qfbdlkXgoAZf4rJ4X43uQzUHC8iIiIiozlFLldRVe9wx6nEQ13tzVSV1H4bQ0FDN\nhm6iVKlJkyZO971Y/v7++Oqrry75OJdKBAViYziVeL9FGVlpaWnVDYw8xsCBiIiI6hx9qZJ+wn/4\n8GGn64x6HMT13ixVCggIgNVqRUFBAerVqwdfX1/5vcg4iF2mxde6QJRhqYGD3W4HcCFwEBmWqu7H\nIM8wcCAiIqI6p7xSpfj4eKfHuMs4eLM5GnBMkNPS0mSZUmhoqCZwGDhwINauXYshQ4Z45flqAncZ\nB/G+ioyDyLxQzcIeByIiIqpz3K2q5IonPQ7eqr0XxxETZRFAiAmzxWLBXXfdVaf2MxAZB7UMSTRB\ni59PTEwMunXrhilTplT9AKlczDgQERFRnXMxzdEiWLDb7S5XVfJWxkHsbxATEwPgQuAgMg51kcg4\niF2jAedVlQICAvDDDz9U/eDII8w4EBERUZ3jbjlWV/RZBvWyN5ujAaBjx44ALvQwiIDhcggcjN5n\nbvhWO/CnRERERHWOCBTEqkqeTEzV+xitquTNUqWlS5di8+bNMuMgmoQbNGjglePXRKJUSX2fRfah\nuveYIM8wcCAiIqI6x2w2w9fXFzabzan0yJXyMg7eLFVq37492rdvL78XDcN1OXCIjIwEcGGPCuBC\nj4PIRlDNxlIlIiIiqpP8/PyQn58PABVqjtbfvzJWVdK79tprAVzoeaiLAgICsGbNGrz77rvyOhE4\nMONQOzDjQERERHWSn58f8vLyAHgWOHiScaisHY2nTZuGpk2bolWrVpVy/Jpi1KhRmu+ZcahdGDgQ\nERFRneTv71+hjIMaLIjlXMVjvd0crdeoUSM88sgjlXLs2oCBQ+3AUiUiIiKqk/z8/HD+/HkAnq3a\n4ypwsFgsKCoqgt1u5+o/XiZKsyIiIqp5JOQJfvqJiIioTqpoj4MaFKgbr1ksFrnvQmVNF3GEAAAg\nAElEQVSVKl2uVqxYgc8++4wZh1qCGQciIiKqkyra46AGBfqMgwgcmHHwrhYtWlzWJVq1DQMHIiIi\nqpP8/f1l4KBmEFxxV6pks9kAeBaAENVVDByIiIioTvLz80Nubi4AbSDgirtSJdErwcCBLmcMHIiI\niKhO8vPzQ05ODgDPAgdXpUpiIzmApUp0efP6p/+vv/7CypUrkZaWhpYtW2LChAkud0FMT0/HsmXL\ncPz4ccTExOChhx5C06ZNATi2Xk9MTMSuXbvg6+uL22+/HQMHDgTg2F1x8eLFOHr0KM6dO4fXXntN\n8xxFRUVYsWIF9u/fj+DgYIwcORI9evTw9kslIiKiGszf379CGQexp4D+/ixVInLwasahpKQECxcu\nxIABA/D222+jTZs2ePXVV13ef8mSJejUqRPefvtt9OnTBy+//LLccn379u04cuQIli5dimeffRaf\nfPIJDh06JB/btm1bTJ061fAX+MMPP0R+fj5WrlyJyZMnY9WqVTh16pQ3XyoRERHVcBUtVdI/VmDg\nQOTg1cDh8OHD8PPzww033ACLxYIhQ4bg2LFjOHPmjNN9T548iX/++QeDBw+GxWJBv379UFZWht9/\n/x0AsGfPHgwaNAghISFo1KgR+vbti927dzsGbTZjwIABaNWqFex2u9Ox9+zZg6FDh8JqtaJVq1bo\n1q0bkpKSvPlSiYiIqIaraKmSytWqSgwc6HLm1cAhNTUVcXFx8ns/Pz9ERUUhJSXF8L6NGzfW1ArG\nxcXJ++qPpd7mTn5+PrKysi7qsURERFR3+Pv7yxOMlxo4MONA5OXAoaCgwGkDj4CAABmlV+S+BQUF\nCAwMLPc4RscFAKvVqnlsYWGh5y+EiIiIaj213OhSS5W4qhJRBZujZ82ahT/++MPwtiFDhiA4OFhG\n5ILNZtNM4gWr1er2vlarVf6SujuO0XEBRwAhLttstgr/wSAiIqLaTZ38ezKHUKknL319fVFaWiov\nE12uKhQ4PPvss25vP3DgALZv3y6/LyoqQnp6Opo0aeJ039jYWJw6dQolJSWyXCklJQWDBg2Stycn\nJ8uSo5SUFMPj6AUFBSEsLAzJyclo3bo1ACA5ObncxyYlJWHv3r2a66KiojB27Nhyn5OIiIhqHjVw\nqOiEPzg4WF5Wy6oZOFBNsXr1aqSnp2uu69GjB3r27Flpz+nV5VjbtWuHoqIi7Ny5Ez179sRHH32E\n5s2bo2HDhk73jY6ORmxsLDZt2oTBgwdj586dMJlMaNu2LQCgV69e+OSTT9CxY0ecP38eX331lWZL\n8pKSErkCU1FREYqLi+Uvc69evbBhwwZMmTIFqamp2L9/P+bNm+d27D179qzUN5qIiIiqlqg28Pf3\n1yy16gkGDlTTVcfJba8GDhaLBdOnT8fy5cvx5ptvokWLFnj00Ufl7W+88QZMJhPGjRsHAJg4cSKW\nLVuGzZs3Izo6GtOnT4fZ7Gi76NevH9LS0jBp0iRYLBbccccdaNeunTzWpEmTkJGRAQCYMmUKAGDd\nunUAgBEjRmDFihUYP348goODkZCQgMaNG3vzpRIREVENpwYOFaWWKqmBAzeAo8uZyW60nikRERFR\nLTdv3jw8/fTTaNiwIU6fPu3RY0RmQp0ePfXUU5g/fz4Ax6qPMTEx3h8sUS3g1VWViIiIiGoKUW5U\nkcbo3r17O5U1qeVJLFWiyxnzbURERFQnhYSEANCWHZXn008/RV5enuY69jgQOTBwICIiojpJbXD2\nVEBAgNM+UwwciBxYqkRERER1ksg4XCq1uZqBA13OGDgQERFRnSQyDpe6DozaI8HAgS5nDByIiIio\nThKBQ0X3cNBTAwexbDzR5YiffiIiIqqTYmNjAQARERGXdJyKrMpEVJexOZqIiIjqpMjISMydOxe3\n3377JR1H3yxNdLli4EBERER11syZMy/5GMw4EDmwVImIiIjIDQYORA4MHIiIiIjcYOBA5MDAgYiI\niMgN9jgQOTBwICIiInKDGQciBwYORERERG4wcCByYOBARERE5EZQUFB1D4GoRjDZL3UfdiIiIqI6\nzG63yx2jOW2iyxn3cSAiIiJyw2QyYeLEiejdu3d1D4WoWjHjQERERERE5WKPAxERERERlYuBAxER\nERERlYuBAxERERERlYuBAxERERERlYuBAxERERERlYuBA5EHkpKSqnsIVIPx80Hu8PNB7vDzQe7U\ntM8HAwciD+zdu7e6h0A1GD8f5A4/H+QOPx/kTk37fDBwICIiIiKicjFwICIiIiKicjFwICIiIiKi\ncjFwIPJAVFRUdQ+BajB+Psgdfj7IHX4+yJ2a9vkw2e12e3UPgoiIiIiIajZmHIiIiIiIqFwMHIiI\niIiIqFwMHIiIiIiIqFwMHIiIiIiIqFwMHIiIiIiIqFyW6h5AXVFWVobCwkJwkSrv8fHxgZ+fH0wm\nU3UPhYiIiOiyx+VYvcBut+P8+fOwWq3w8fGp7uHUCXa7HcXFxSgtLUVAQEB1D4eIiIjossdSJS8o\nLi6Gn58fgwYvMplM8PPzg91uZxaHiIiIqAZg4OAFZWVlDBoqiY+PD0pLS6t7GERERESXPQYOXsAz\n4pWH/Q1ERERENQMDh0rSrFkzfPPNN5gzZw4eeOABw/skJibC19cXoaGhCAsLw7XXXou9e/c63RYS\nEoLQ0FAsW7ZMPva///0vrrrqKgQFBSE2NhZTpkyBzWZzOZ4VK1agS5cu8PPzw7PPPut0++rVq9Gk\nSROEhYUhISEBJSUlhsfZtWsXfHx8EBoaitDQUDRr1gyvvfaa5vZWrVq5fD8AyNcj/oWEhMBisWDc\nuHEux09ERERE1YuBQyVRz5S7O2t+ww03ICcnB+fOncMNN9yA4cOHO92Wm5uLnJwcPPLIIwCA999/\nH+PHj8fcuXORnZ2NPXv24Oeff8bQoUNdPk90dDTmzJmDYcOGOd128OBBTJ06FZs3b0ZKSgqSk5Mx\nd+5cl8dq0aIFcnJykJOTg61bt+Lpp5/GwYMHPXq9AOTrEf++/PJLBAcHY8qUKW4fR0RERETVh4FD\nJalo+ZLZbMa9996L9PR0nDt3zu1xZ8yYgblz5+LWW2+FxWJBs2bNsG7dOuzcuRNfffWV4eNuu+02\n3HrrrahXr57TbWvXrsWwYcNw9dVXIyQkBDNnzkRiYqJH446Pj0eHDh3w+++/e/ZCdTIzM3HXXXdh\nwYIFaNeu3UUdg4iI6FJMmDABkydPru5hENV4DBxqiKKiIqxevRoxMTEIDw93eb8///wTJ0+exG23\n3aa5PioqCt27d8eOHTsq/Ny//fYbOnbsKL/v0KEDUlJScP78+XIfe+DAARw5cgRXX311hZ8XABIS\nEtC9e3eX5VxERESV7fXXX8eSJUuqexhENR43gKtmO3fuRHh4OHx9fdGuXTts2rTJ6Ta73Q6TyYQ/\n//wTGRkZAIBGjRo5HSsqKkreXhF5eXkIDQ2V34eGhsJutyMvLw+BgYFO9z927BjCw8NRUlKC/Px8\nTJo0CS1atHC6XbDb7cjNzXU6zquvvoqDBw/ip59+qvCYiYiIiKhqMeNQzXr37o1z584hPT0dO3bs\n0Jy5F7dlZmbi3LlzaNCgASIiIgAAaWlpTsdKT09HgwYNKjyG4OBg5OTkyO9zcnJgMpkQHBxseP/m\nzZvj3LlzyMnJQXJyMr766itNg7S4XfzLzMxEkyZNNMf4+eefMXPmTKxbtw4hISEVHjMRERERVS0G\nDrVMmzZtEB0djc2bN2uuT09Px3fffYc+ffpU+Jjx8fGa5uaDBw8iLi7OMNugFxMTg/79++Pzzz/3\n+Pny8vJw5513Yu7cuRdd4kREROQN6iqCXF6dyD0GDrWMyWTC888/j2eeeQYff/wxiouL8b///Q93\n3nkn/u///g99+/Y1fFxpaSkKCgpQWlqK4uJiFBYWoqysDAAwcuRIbNiwAT///DOys7Mxf/58jBkz\nxuUY1D+sp06dwvbt2xEfH+/xaxg/fjzi4+MxceJEjx9DRERUGQoKCuTloqKiahwJUc3HwKGSuFqS\nNCQkRO7VcLFGjRqFFStWYNasWQgLC0OvXr1w1VVXYePGjfI+zz//PAYOHCi/nzdvHgIDA/Hmm29i\n/vz5CAwMxLvvvgsAaN++PRYtWoRBgwYhLi4OsbGxeOqpp+Rj27dvj7Vr18rv//77b7kHw1VXXYVu\n3bph1qxZbscs3o+UlBR88MEH+OKLL5z2c1DHS0REVBXUwEG9TETOTHbm5S6ZzWaDv78/zGbGYd5W\nVFQEs9kMi4V9/ERE5H0pKSmIi4sD4OgfjIqKquYREdVcnOkSERHRZauuZBzsdjsSExPd7gVFdKkY\nOBAREdFly2azGV6ubf7++2+MHTsWc+bMqe6hUB3GwMELXPUz0KVjJR0REVWmupJxSE1NBQDN8upE\n3sbAwQt8fHw0y7mRd9jtdpSWlsLHx6e6h0JERHWUGizU5oxDfn4+AMgVE4kqAwMHL7BYLCgpKUFR\nURHsdjvPkl8iu92OsrIyFBQUwGKxMKNDRESVRg0WiouLq3Ekl0a8Dv6fSZWJS9V4gclkQkBAAIqL\ni1FQUMDAwQvMZjN8fX25mhIREVUqNeNQmwMH8ToYOFBl4qzMS0wmE/z8/Kp7GERERFQBaqlxbQ4c\nmHGgqlApgUNOTg5ef/11HD58GA0aNEBCQgLat2/vdL+ioiKsWLEC+/fvR3BwMEaOHIkePXrI23fu\n3Il169bBZrPhmmuuwfjx42W9+/r16/Hdd98hNTUVDz/8MK6//nrNsTdt2oQtW7bAbrfjhhtuwKhR\noyrjpRIREVEtpgYOtblfUWQcanPwQzVfpfQ4rFq1CmFhYXjrrbdwzz334JVXXpFNO6oPP/wQ+fn5\nWLlyJSZPnoxVq1bh1KlTAIDk5GQkJiZi+vTpWL58OTIyMrBhwwb52MaNG2PMmDG48sornY77008/\nYfv27Zg/fz4WLVqEX375BV9//XVlvFQiIiKqxdSJdm2edIuMQ2FhYTWPhOoyrwcOBQUF+PHHHzFi\nxAj4+vqia9euiIuLw759+5zuu2fPHgwdOhRWqxWtWrVCt27dkJSUBABISkpC9+7d0bx5cwQEBGDo\n0KHYtWuXfGzPnj3RsWNHw/KgPXv24MYbb0RkZCTq1auHW2+9Fbt37/b2SyUiIqJarq6UKomMAwMH\nqkxeDxzS0tIQEBCA8PBweV2TJk3k+sJCfn4+srKy5DbvABAXF4eUlBQAjvWImzZtqrktIyPDo18I\no8eK4xIREREJdSVwYMaBqkKlZBwCAgI01wUGBjptqiK+t1qt8rqAgAD5gS8sLNQcR1z2ZHMW/RiM\nnp+IiIiorgQOYp7D+Q5VJq83R1utVqcNVM6fP68JEMT9AMcHXFy22Wzw9/cHAPj7+xtuA68/jidj\nMHp+vaSkJOzdu1dzXVRUFMaOHVvu8xEREVHtVFJSAn9/fxQWFtbqwEHMe2pzgzdVzOrVq5Genq65\nrkePHujZs2elPafXA4dGjRqhoKAA586dk+VKKSkpTqseBQUFISwsDMnJyWjdujUAR0N0kyZNAACx\nsbFITk6W909OTkaDBg1kYOGOeGyXLl2cjutKz549K/WNJiIiopqnuLgYvr6+KC0trVWBw4ABA3DX\nXXdh9OjRAC5kGhg4XD6q4+S210uVrFYrunbtivXr16OoqAj79+9HcnIyunXr5nTfXr16YcOGDSgo\nKMBff/2F/fv3y8l7z5498f333+Pvv//G+fPnsXHjRk3wUVpaKndqLikpQXFxsdx4rVevXvjyyy9x\n+vRpZGVlYevWrU6BCxEREVFJSQksFgt8fX1rTeBQXFyMzz77DAkJCfI6ETAwcKDKVCn7OCQkJOC1\n115DQkICIiIiMGXKFAQFBSEpKQkbN27EwoULAQAjRozAihUrMH78eAQHByMhIQGNGzcG4GhoHj16\nNF588UXYbDZ0794dQ4YMkc+xcuVKucrSr7/+iv/85z945plnEB8fj6uvvhrJycl44oknYLfbceON\nN6J3796V8VKJiIioFispKYGvry/KyspqzaQ7Ly8PgOMkqsDAgaqCyS5O0xMRERFdZubOnYvly5ej\nqKgIjz32GB5//PHqHlK5UlJSEBcXB7PZLIOHESNGYP369YiPj8fhw4ereYRUV1VKxoGIiIioNigu\nLobFYoHdbq81pUoi42A2X6g4Z8aBqgIDByIiIrpsiR6H2hg4mEwmeR0DB6oKDByIiIjosiUCB6D2\n7OOQm5sLQBs4iLEzcKDK5PVVlYiIiIhqC9EcfamrKm3duhUnT5704shcy8/PBwD4+vrK65hxoKrA\nwIGIiIguW6LH4VICB7vdjltvvRXDhg3z8uiMGY3TKHDYsWMHRowYAa6DQ97CwIGIiIguW97YxyEj\nIwMAcOTIEW8OzSURHKgBgbhOfQ0TJkzA+vXrce7cuSoZF9V9DByIiIjosqUGDhdb5pOVlQUAKCsr\n8+bQXBLBgfp8RhkHcVkENkSXis3RREREdNnyxqpK4nFFRUXeHJpL7jIOauAgmqdFMzXRpWLGgYiI\niC5bojnax8dHsxNzRVT1ikauMg4mk8kwcMjJyamScVHdx8CBiIiILgt5eXk4deqU5jrRHG2xWGpN\n4KD2M4isQ0lJCaxWq+EYmHEgb2HgQERERJeF+++/H9HR0ZrrRKmSj4/PRU/8q3r/B/X51BKlgIAA\n2O12mYkQpVMFBQVVOj6quxg4EBER0WVh/fr1AKDJLIjAwRsZh6qiBjgiOCguLobVatWMR2QjamLg\nMGTIEIwfP766h0EVxMCBiIiILiuZmZnycm3POIjAQZQqicvAhcChsLCwSsfniY0bN+KNN96o7mFQ\nBTFwICIiosuKujxpcXExfH19K5RxyM7O1qxoVJ0ZB7W/Qh84iNvUjMPXX3+NHTt2VNVQqY5h4EBE\nRESXlfPnz8vLFc045OfnIywsDEuXLpXXqYFDVezS7GnGwShw6NOnD/r27VvpY6S6iYEDERERXVaM\nAgdPMw4nT54EALz//vvyOnUiXxXZB6MeB9Ecrd4uxlLTSpWqIriiysHAgYiIiOo8dbLtacZh06ZN\n2LNnj+a6vLw8ANoGazVYqIpGZPX5RFBglHGoqasq2Wy26h4CXSTuHE1ERER1nhosqJdFj0NJSYlT\nxuGOO+4AoD1DLvZEcBc4hIaGenfwOmqAI8ahBg5iPEalSjWBvrRLbFRHNR8zDkRERFTnibPvwKX1\nOIjAwWy+MIWqzoyD2hytlirZ7Xb5empa4GBUanXq1ClMmTJF83OimoeBAxEREdV56mTbkx4HsYma\nnggcLJYLRRvqsauiDKekpESepVf7GdRSJaOVl2oKo7EtWrQIixcvxsGDB6trWOQBBg5ERERUZxw7\ndsywybm8wEGfcXAVANSUjIMaJJSVlaGsrExznXrm3ihwqM4GZaOMQ35+PgAgPT29WsZEnmHgQERE\nRHXCmTNn0KJFCyxevNjpNqOGYnG9UcZBNEHricBAfwz97ZWpuLhYU5Ykxq0GDuWt9FSVWYj8/HzM\nmTNHBgdGGQcRyIjAjGomBg5ERERUJ4ilUjdt2uR0m9HeB4BjEuvr6+uUcXAVOIjjqBmJ6ihVMipL\nchU46HeS1o+5sn366aeYPXs2PvnkE814AO1ysgADh5qu0lZVysnJweuvv47Dhw+jQYMGSEhIQPv2\n7Z3uV1RUhBUrVmD//v0IDg7GyJEj0aNHD3n7zp07sW7dOthsNlxzzTUYP348fHx8ADjSWcuWLcPx\n48cRExODhx56CE2bNgUArF+/Hh999BH8/Pxkx35iYmJlvVwiIiKqZpmZmQCMz/q7CxzKyzioK/+I\nCa6rwKGqMw7FxcXlBg7isvr6ioqKEBQUVOljBS5kZ06fPi3Hpx+bCBgYONRslZZxWLVqFcLCwvDW\nW2/hnnvuwSuvvCJTVKoPP/wQ+fn5WLlyJSZPnoxVq1bh1KlTAIDk5GQkJiZi+vTpWL58OTIyMrBh\nwwb52CVLlqBTp054++230adPH7z88suaZqbevXsjMTER77zzDoMGIiKiOk4EDuWV5qhlRq56HNTA\nQR9oAM6Bg7+/P4CqCRz0KygZBQ5izFar1Wl5VgBVunqReC5x4tco4yDeT1eZHqoZKiVwKCgowI8/\n/ogRI0bA19cXXbt2RVxcHPbt2+d03z179mDo0KGwWq1o1aoVunXrhqSkJABAUlISunfvjubNmyMg\nIABDhw7Frl27ADjSkf/88w8GDx4Mi8WCfv36oaysDL///rs8NncmJCIiunyIwMFoX4CKZhzUAEAf\naOhvLy4uRkhICICqKVXS9ziIManXidcbGBjotJO0/nJly8nJAeBclqSOQ1xX03a5Jq1KCRzS0tIQ\nEBCA8PBweV2TJk2QmpqquV9+fj6ysrIQFxcnr4uLi0NKSgoAIDU1VZYeidsyMjJQWFiI1NRUNG7c\nWLMcmvpYAPj++++RkJCAGTNm4IcffvD66yQiIqKa49y5cwCMz1qLCaq/v79hc7Q+46AGF2qQ4Crj\nIAKHqso4eNrjEBgYKC+rr6kqMw7Z2dkALrxn7noc1J/NqVOnkJWVJb8/ceIEtmzZUunjJdcqpceh\noKBARr1CYGCg0y+y+OUSH3TAES2LD01hYaHmOOJyQUGB4XMEBATIY1533XXo168fQkJCcOjQISxa\ntAgRERFo0aKFl14lERER1SQi4yAmqioxeQ4ODnbZHO1qN2ijjENxcbHsfRDLo1oslmpZVUmM1ahU\nSQ0cqqtUSSx/K756mnHo0KEDGjVqhEOHDgEAbr/9dhw4cIAVJdWoUjIOVqvVKVV3/vx5TYAg7gdo\no3ObzSbrBP39/TXHEZetVqvhc9hsNnnMmJgY1KtXD2azGR07dkSPHj0MS6WIiIiobvAkcAgKCjLs\ncbBYLC43TTMKHNTLxcXF8PX11ZzArExqxqG85uiaUKokghSjwMFVxsFut+Ps2bM4fPiwvO+BAwc0\nx6GqVykZh0aNGqGgoADnzp2T5UopKSm4/vrrNfcLCgpCWFgYkpOT0bp1awCOhugmTZoAAGJjY5Gc\nnCzvn5ycjAYNGsDf3x+xsbE4deqU/IUXzzFo0CDDMRnVO6qSkpKwd+9ezXVRUVEYO3as5y+ciIiI\nqo0IHIqKilBQUKA5Yeku4+Dj4+OUcVDv42rPBhEwFBUVwdfX1/CkZmVw1eNQU0uVxHOJoMqTjINR\nr4MoM8vLy0NgYGCljrk2WL16tdOGeT169EDPnj0r7TkrJXCwWq3o2rUr1q9fj/vuuw8HDx5EcnIy\nunXr5nTfXr16YcOGDZgyZQpSU1Oxf/9+zJs3DwDQs2dPzJkzBzfddBOioqKwceNGGXxER0cjNjYW\nmzZtwuDBg7Fz506YTCa0bdsWAPDjjz8iPj4eAQEBOHz4MPbu3YsnnnjC5Zh79uxZqW80ERERVa5z\n587JzEFOTo5h4BAUFCQnsna7HaWlpRedcSgqKpITcxE41JRVldTAQfR+VPeqSvogQb1NHzgYLcvq\n6+srA4fIyMhKHXNtUB0ntyttH4eEhAS89tprSEhIQEREBKZMmYKgoCAkJSVh48aNWLhwIQBgxIgR\nWLFiBcaPH4/g4GAkJCSgcePGABzNzqNHj8aLL74Im82G7t27Y8iQIfI5Jk6ciGXLlmHz5s2Ijo7G\nY489JreAT0pKwuuvv47S0lJERkbiwQcflFkNIiIiqnsyMzMRExODEydOOJ35VzMOYnIqMgyiOboi\nPQ6AdkJcmaVK69evR3Z2NsaNGyefz8/PD2azudzlWAMDA+VZ6eoqVdL3WHiScXAVOABcsrU6VVrg\nEBoaaniGX39m38/PDxMnTnR5nOuvv96pxEmIiorC3LlzDW+bPHlyBUdMREREtVlmZiaio6PdBg5B\nQUFycq8GDvrlWN0t36q/j5pxEM979uxZPPXUU3jppZcQGhp6Sa9rxIgRACADB9HQLbIktaVUyWg5\n1opmHAAY7gtGVaPSNoAjIiIiqkoi4wA476cgJqhqxkFMVstbjlUNItxlHNRSpU2bNmHlypXYtm2b\n116fOh4R7Fxsc3RNKVVylXEQez8AkJv7iqqSqigHI2MMHIiIiKjWKysr0wQO+pV3jHocxGTVx8fH\nbcZBv5KSWHBFnRD7+flpAgcx8fXm2XExgfYk41DecqzVsaqSUeAgLouv+hWY1OvE+17TNolbv349\nevTocVksE8vAgYiIiGq93NxclJWVITo6GoBzxkGcpVc3gDPqcRCTP1eT7OLiYrmij75USe1xOHv2\nLIALKz15gwhGxGvx/f/snXd4U9X/x99Js9ok3SVAW0CG8kWhbGQICggKP1AZiiACIlOQIvpVEZWN\nC1kKsoeKIiAoCsqQLXwZCsqmMroHHXSmLUl+f/T5nJ57c5OmtAVaz+t5eMi4uffcmzQ57/P+DK1W\nIhyoHwXvOHh7e9/1UCX58d0JB3pvlMZ6rwqHmTNn4vfff1csA1zVEMJBIBAIBAJBpYcm6O4cB61W\nC51O5zSBpbAfoHhVv6CgADqdTrId3SbhoBSqRIKFnAYSELcLjYc/J7njQBNzvjoUjfle6uOg5DiQ\neJM7DkphVfeqcKAQqvIUifcqQjgIBAKBQCCo9FDJUVc5DjS51+v1iqFKXl5ekseUnAV63p1wIMeB\n/s/IyCjTefEVhEg48DkOvEhQesxgMNz1ztGlCVVSEjlyoXCvCQcKESvre10ZEMJBIBAIBAJBpYdW\neylUyZ3joBSqRI4DPcYLB/lEl3oouAtVov/LmuPAVxciMeQqx0EuHNRqNXQ63T0bqqTT6TwSDvKx\n3qvCgU/orqoI4SAQCAQCgaDSQ8IhJCQEWq3WrePgqqoS/9jtOg503PISDvykmfbtqqqSXDjw28jP\noyJDlXbu3InRo0c7nQPvOJCo4QWDSqVy647Iw5nuFSiEqjRdwzds2MBcssqEEMD3A3kAACAASURB\nVA4CgUAgEAgqPenp6VCpVPDz84O3t7dbx0EeMkNVlYBix6GgoMDJWaDXeBKqRJPIsjYrUxIO5DjI\nk6N54SBPoObPg3ddKoJJkyZh6dKl7FooCQd5t25yctw5DvT/3XYcbDYbLl26xO6TcPC0TGxaWhoG\nDBjgto/ZvYoQDgKBQCAQCCo9aWlp8Pf3h1qthre3t0vHQavVsgmovKoSIHUcdDqdU38Hd6FKSjkO\nZXUc+Am0kuPgLlSJwpmoWpRSidaK4Ny5cwCKE8OVGsApCQdX+RgkFOT/lxcXL14sVUWkBQsW4IEH\nHmAul7y/RHp6Or766iuX5VmvXLkCoPg6VSaEcBAIBAKBQFDpSU9PR0BAAACU6Di4q6rE5ziQ0HBV\njlXuOPCCpSJDlTzNcSDHgc6rsLAQXl5e0Ov1FSocqBIUCQe5GKCx8aKMhENFOw7Hjx9Hq1atWCKz\nw+FAw4YN8fzzz3u8jy1btgAAoqOjJY/T+7N48WIMHjwYFy9eVHx9SkoKgOJO2JUJIRwEAoFAIBBU\nenjhwOcxEPJQJYfD4baqUkFBgSQciChtVaWyhirJHQe73Q673e6R48ALosLCQuai8OKpIqEVeXeh\nSnw5Vr7nhFw42O12p14PnsKXtP32229x4sQJnDlzBgCQlJQEANizZ4/L1xcUFEgcLEqGphwFGhe9\n5/R4TEyM4v7KS1TeDYRwEAgEAoFAUOkpjXAAiiZ7JVVV0ul0kuRiep2rBnAVEarET/Bzc3Mlzd5o\nbK76OPCOA3WTlodrAcDhw4dZ+Ex5QpPtgoICGAwGl6FKJIZcOQ75+fluy7O6Y/PmzQgNDWXvA73/\n5DjQ4+6E1HPPPYf77ruP3SfhQI4KjYfec5PJJHk+JSUFzz77LK5fvy7ZXu6KVQaEcBAIBAKBQFDp\nSUtLQ2BgIADPhENBQUGJVZVcOQ40cVQKVbJarXA4HBUiHAoKCiQigU+O9vLygkqlKtFxkIdrAUCH\nDh3QpUuXMo2T4OP6eeHA51XIhQOJNbnjQO9JQUGBZLz03l69ehWhoaE4deqUy/EsXLgQiYmJuHz5\nMoBi4UA5DZ5UQtq6dSuSkpKYc0E5DeQm0XhoX3TNb9y4AQA4cOAANm7ciK1btwIoFhj856qyIISD\nQCAQCASCSk9pHQe5cHCV46DkOMhX7XnHgZKQ8/LyEBAQUK6hSvyY5TkONH6lqko0bj5UifZLfSKu\nXbtWpnES/Co6n8xtNBpdCge+WR0v3IxGIztv/v2k20ePHkV8fDw2bdrkcjwkZJKTkwEUhy2R41Ca\nVX+6VvS+y/NZ6H8aH/V1iI+PlxxLvn1lQggHgUAgEAgElZ7bEQ4kElzlOOh0OqfkaJr08qv2vHAA\niiaEVqsVwcHBLETodnHnOLgTDnwCNY2RQpX4sZdVMPz4449499132X2+OhHvOHgiHKgcK4kvCvnJ\nz89XdBxo8u+uH4JcONCYSASURjjIxQb9Lw9Vkh8jMTERQLEDQduLHAeBQCAQCASCu4CnwoFW4Evj\nOMhDlTwVDhQ6VZYJIk229Xp9qRwHpRwHpZK08spApSUyMhIzZ85k140m10DRBNpms8Fms3nsOADF\nFaB4x4HGq1Kp2HtLgiE2Ntbl+Ojak6ChyT5N7ksKVeJDr+R5EfRaeagSCQgSDvIx0PO5ubnsuvGc\nPXsWISEh+Pvvv92O7W4ghINAIBAIBIJKjc1mQ0ZGRonCgcJ0gNLlOMjLscobyfE5DkDRBJIXDqXp\nKCyHJsxGo1HRcaDO0a6EAz3uKlSJX633ZPX9r7/+kgihq1evAiheTZc7DnQcynGgalZ8OVa5cKCx\nent7Q6VSSYSD2Wx2Eg5U3jQvLw89e/bE77//7nROcoeB3hP+nCmM6fz58zh27JhkO8C14yAPUZIL\nB7kDwX82la75vn37cOPGDezdu9fpubuNEA4CgUAgEAgqNTRZLW1yNB+qpNQ5mkKVlBwHWrWnikC8\n45Cbm4uCgoJyFQ4mk0kiHDx1HEoKVaI4fKC4CpAr8vPzERERodjxmEqv8jkdVquVjZfcA5vN5jZU\nicbKixw+VIkXDjSRp5Kqf/zxB7Zv3465c+eyMZRGONDtzp07o02bNgCkbpH8NXLHwVPhwOc2KLlR\ncXFxkvO6lxDCQSAQCAQCQaWGJq3kOBgMhhKFA63UA+4dB6XkaD5UiZ/Ik3AgIUPjKYtw4CfecpeE\nr6rkaXK0PFSJdwhKSuSmcqL8ij4hnxSTq8E7JnQ+8j4OrhwH3tlREg50LMpfoJKy/GScbpNAkrsF\nvHCg86ecBIfDoZjsXVKOQ2mEQ3Z2NhwOB5YsWcKEmzw34l5CCAeBQCAQCASVGgpZ4R0HeUIyv9pO\n993lOPDOgqscB76HAh+qJBcyZXUcNBoNOydXjgMJn9I2gOMdh5LGSQ3NaJ888kmx2WyWhBi5Eg7u\nHAfeHaHJOS8caN85OTnIyclh4+NX6ktyHPhzzsnJkeQ0ZGVlKToOfI6D3W5n43CVHO0uVCk7Oxun\nTp3C2LFjMXv2bMl29Dm6lxDCQSAQCAQCBX766SecPn36bg9D4AFKwqGsVZX4qkSldRxowkfjKUuj\nL/lk31WXaHIW+LwHPhlcaRUfKHIcaNwlCQcSGfzkWv4cLxx4p4BvmsdfW3c5DrxwoP34+vpKhAOd\n340bN9gYyBmx2+1sPPQcTfqVHIecnByJG5CamuokHHgXIi8vT7HakyeOg6+vLzsm9Zgg50QIB4FA\nIBAIKhH5+fno1asX+vXrd7eHIgCwdOlSnDt3Dn/88YfipPV2hYOS48ALB3IcSiscKPa+vBwHfgIt\ndxw8TY52l+NgsVg8GidNaN09R9ddnpNBjoN8bErCQclxUApVys/PR0hICDs+hRqlp6fj1q1bkvPx\nJMeBnAsiPT3dSTjwwiIvL4+NRafTOYUq0XiUhENwcDDbhkQN7UsIB4FAIBBUGa5du4Znn33WbQnE\nys6FCxcAAFFRUXd5JILjx49j9OjRePDBB9GiRQvs3r3baZu0tDRotVo2OS1L52h5qJJSOVZXE3m5\ncCiv5GhPHIfbLcd68+ZNVK9e3aNxysWBPKwHKJoU6/V6p9wEuePgLlTJneMgD1UKCgpix+eFTUZG\nBpv0BwcHO+U48KFK9L5lZ2dLhIL8vtVqZff1ej0ruwsAfn5+JToOfKdpvlQvjY2Eglw42Gw2nD9/\nXvE9udMI4SAQCASCUrF27Vps3LgRq1atuttDqTD4+ul8DLjAPYWFhW5XpW+HPXv2SO4fOHDAaZu0\ntDQEBgZCpVIB8LyPg7uqSnxyMYkDh8MheVwuHGjiS8LB398fQNmTo3nhwB/PXXJ0STkOfOfoatWq\neTRO+luQhyXRfugxg8HgNOFXEg6uyrGWxnHghUN2djY7TmpqKhMJ1atXd3Ic+P/JtZA7DllZWWw7\ng8GAvLw8dj8oKEjiOPj5+UkcB71eL3Ec/P39WV8LeY8PGps8OZqEw5o1a9CoUSMcPXrU7ftzJ3DO\nbiknMjMzsXjxYpw9exbBwcEYPnw4HnroIaftCgoK8MUXX+DkyZMwmUwYOHAg2rdvz57ft28fNmzY\ngLy8PLRp0wYjR45kqwJJSUn47LPPcO3aNYSGhmLMmDGoXbs2gKI/7rVr12L//v3QarV46qmn0LNn\nz4o6XYFAIPjXsH37dgDAxYsX7/JIKg5eOERFRaF58+Z3cTSVg7y8PLRt2xbZ2dm4dOkS1OryWZv8\n559/ULduXdSuXRuXLl1S/NyRcCBK6zjwwkEeqsQ7DlTnn0+OpgmtVquFXq8H4CwcypLjIA8vkjsO\nrkKVCgsLYTAYJI5DQUEBzGazJFTJarXivvvuA+C546AkHKg6U35+PjsunzzuKjnaarV65Di4So6u\nWbMmG1tWVhZq166N8+fPIy0tDX5+fgCKhAO5iK6EQ0xMjJNwyM7OZteEhAIvHKxWq0Q40GutVitC\nQkIQGxuL/Px85OXlISQkBBkZGcjNzWWOg0qlQm5urqLjULNmTcTHx+PWrVs4cuQIAODQoUN4+OGH\n3b5HFU2FOQ4rVqyAv78/Vq1ahUGDBmHevHmKtWq/++475OTkYOnSpYiMjMSKFSuQkJAAoKib4dq1\na/HGG29gyZIluHHjBjZv3sxeu2DBAkRERGD16tXo3LkzPvnkE/ZHvXPnTpw/fx4LFy7E9OnTsW3b\nNpw5c6aiTlcgqFTcuHEDp06dutvDEFRCEhIScPz4cQBFE7qqyrlz59C2bVsAIlzJU7Zt24bTp0/j\nn3/+wV9//VVu+01NTcX999+P3377DY899hibI/CURTio1Wqo1WrF5Gh5VSV+0q7kAHh5eUGr1TLh\n4OPjA71eX2GOQ2n6OLgKVcrLy4PZbIZarXZqdnbo0CHJWHhXobCwUFE48KFK/HhdhSoplWN15zjI\nk6PljgMtIPOJzRaLRRKqFBAQIAlVokm8kuOQk5MDrVYLX19fRcdBKVQpLy+P5TBkZWVJ7mdnZzNX\nxmg0SkKV6PpmZWUhPDwcQJFIoypR5fl3dbtUiHCwWq04ceIEnn32WWi1WrRs2RK1atViPzY8Bw8e\nRN++fWEwGNCgQQO0atWKfVBJWdWtWxfe3t7o27cv9u/fDwCIj49HXFwcnn76aWg0GnTr1g12u50p\nyoMHD6JXr14wm82oXr06unTpomhvCgT/RmbMmIFmzZqV6cdM8O9k8eLFMBqNiIyMZJVLqiJnzpxB\nu3btEBgYyCqeCNyza9cu1K9fH3q9vlw73qamprLJIa3CyklLS2PbAJ4Jh8LCQthsNsmEG3Cf41CS\ncACKVs1JOOj1enh7e7Pv2h07dsBisZTYL4HHlePAd7XmhQMfvkTigs5XqRyr1WqFt7c3fHx8JL8J\n06dPxyOPPCIJ1ePD0OQViHjhwDsO5Z3jYDQaJaFKRqMRer1eUTjQJN9isSArK4tdP5r0A0VCwmg0\nskm8Uo6D0Whk7yM9HxgY6OQ48KFKFP5ErgV/n66Rj4+Pk3BwOBwS4ZCRkcH6OdwLLm+FCIfExER4\ne3tL1H94eLhTIl1OTg4yMjJQq1Yt9litWrVYHd7Y2Fj2AaDnbty4gfz8fMTGxqJGjRqSWsLy17ra\nr0Dwb+eXX34BgCo98RN4zs6dO7Fs2TI2YXLH1q1b0a9fPzRt2hSJiYlVUnzGxMTg2rVraNOmDVq0\naOEUYy9Q5vjx4+jUqRPat2+PXbt2ldt+U1NT2XyChIO8shK/DVA0Ybfb7ZKkZqUcB77/gSvHgS/H\n6k44kCAxGAxMONDkkP5OVqxYgeTkZEkoXEnIk6PpeHz+hafJ0bwIof3QJJYXOACwceNGAMClS5fY\nY7yI4IVDYGCgU6iSvM+FJ30c+HKscsFE14EXhQUFBdDr9TCbzSxUKSgoCAaDAZmZmZIcB4fDgZSU\nFABFbgEfquTj4wOj0ShJhvb29maOAwkHq9XqNseBT47mqz3xwiEnJwf5+fnQ6/UwGo2SUKWCggJk\nZ2fj1q1bTsJBq9XiwoULilXF7iQVkuNA6pXHx8fHSWHTB44+KEDRG8UrSX4/dJuy2OXHoDeVtiF1\nK3+utIwePRrx8fEwmUxMlbq67eo5vV7PkrYEgrsN/ZAkJCSgYcOGd3k0gruJw+FA7969kZ+fD5vN\nhjFjxrjcNjExEWfOnMHkyZNZXHF0dDQeeOCBOzXcO8KePXugUqnQuXNn5OXlYciQIbhy5Qrq1q17\nt4d2z+JwOHDx4kUMHToULVq0wLhx48rtmvFuQvXq1WG1WnHz5k2WP0DbyIUDUDSP4FfctVotVCoV\nC9WRT7gBqePAJyDTYwBcVlUCiuY0NImWOw40D1JyTVxBLoFSMvbtJEfLy7Hyq9+8cKAJ8o0bN9hj\nWVlZsFgsSEpKQk5ODtveYrE4hSpptVpkZWWVGKpUmuRoEg4kCvPz86HT6ZhwyM7OhslkgslkQnZ2\ntkQ4AMWN4YKDgyWhSt7e3k6OAyVUOxwOGI3GEpOjfX19YbVa4XA4JMIhPT0dNpvNbahSVlYWOwcK\nxQsLC2OvT0pKwqOPPopdu3YhMTERNWrU8PjzU95UiHCgi8uTm5srEQi0HVD8oQWK3kD6g5fHBdJt\ng8GgeAy+pJbBYHBqEy4/Ps+hQ4dw+PBhyWMWiwVDhw5FQEAA4uPjkZiYyD5UpEr5Pxx3qNXqUosN\nT7dT6uAoEPCcPHkSdrsdrVq1AlC8MqYUKyz4d5GWlsZ++L777ju3woFW3jt37swWYq5du1blhMPu\n3bvRvHlzBAUFoV+/fhg/fjxWrVqFmTNn3rUx2e32cks2rghSU1NhtVoRHh6OJ598Eu+//z5mz56N\nFStWlGm/DodDEqpE/6enp3ssHPiVbprc02RUKVTJXXI07zjIk3/5UCXqK0Er+TQfoW0o9MQT3IUq\nedLHoaRyrLzjwM+b6LzoXIAi4VC9enUmHOh7wGKxsO34qkr89SHh4K6Pg7xzNO+0kEjg31sSE7zj\nYDab2YScD1Xir3twcDC7HrzjQPM6vV4Pf39/JvR8fHxgMBicHAd5OVar1cquKwkHcjmUQpX4HIfQ\n0FBcuHCBiUpyHGJiYlBYWIgOHTpg165d+OWXX3Dq1CksWLAAa9askXTJBoD27dujQ4cOJX6ubpcK\nmXHSigD/hxwTE4NOnTpJtjMajfD390d0dDTuv/9+AEWrV3SxwsLCEB0dzbaPjo5GcHAw9Ho9wsLC\nkJCQIPljiYmJQa9evSSvpXClmJgYtl8lOnTo4PJCz5kzx+352mw25ObmOgmK0ty+ceOG4uO8zeoK\nnU7nkcAwmUwwm83Q6/Xw9fWFTqeDn58fs8vIiqNYR7pNXzqCyoPD4cAHH3yAl156CePGjcOmTZvY\n40Cx23evCgeHw4Fz587hwQcfvNtDqfJQCOnAgQOxceNGZqHLsdlsmDFjBho3bgyLxcJCPK5du+Z2\n/1S6srI4rjabDbt378aQIUMAFE0YBg0ahIULF6JLly547LHHyrR/WhH1FHKEbty4gTVr1qB69erI\nzc29qyuOSlAocHh4OHx8fDBy5EgsXboUy5cvL9N7n5OTI0mApTlFWloaqwTkcDjcCgeCFw6841Ca\nUCU+TMid45CRkQGVSgWNRiNxHOh/Wp33BH4CnZ+f73GoEv3tyRvAycux0oq7j48PmxTb7Xa28k4l\nQoHipN3Tp0+z9wYomvddvXqVXXPKceBzE3hR4EmoEr1fer0eubm5EseBjsOHKqWnpyM/P9/JcVCp\nVGzSzgsHOncSDiaTic3BaM6UlZUFtVrN5keZmZnIycmBSqWCv78/8vPzJcLBbrczsUHHpG7QSqFK\ndM0zMzNRv359iXAIDQ0FAPYd26JFC2i1Wrz00kto1qwZAGDo0KEef47KiwpzHFq2bImNGzdi2LBh\n+PvvvxEdHc1WO3keeeQRbN68GRMnTkRsbCxOnjzJVnU6dOiAadOm4fHHH4fFYsGWLVuY+KhZsybC\nwsKwdetWPP3009i3bx9UKhULu3jkkUewbds2NGnSBLm5udizZw/GjRtXEacLLy8vmM1mmM3mct83\nxbvdjhjJyclBWloaKzFGNl5+fj6ys7M9jpOjLz65oCjLbX9/f/YFYDQa4ePjAx8fHyFSyonr169j\n8uTJuHjxIhMNQPEPBH15knCw2+0ICQnBp59+yiZMJXHu3DkYjUZJHlJ5sWHDBjz//PM4efKkx2Uw\nHQ4H+8ESeA4Jhx49emD9+vUuHYT169fj4sWL+PDDDwEUfS/Url2bFaRQIicnB3Xq1MHw4cMRERGB\n/v3739MOqcPhQEREBJKSkvDUU0+xx1977TVs3boV3bt3x+nTp/Gf//zntva/c+dOdO/evVSf6//9\n73/46aefAID9vnl5eWHHjh14/PHHARSFkrz++ut4//332WS6okhNTUXnzp3Rq1cviQPDCwcA6Nix\nI2bNmoULFy7c9vWi4wFQFA5EVlYWbDabR8KB3Faa9NvtdvaZVKvVUKlUsNlssNvtcDgcpa6qBBTN\ngQoLC+Ht7Q2VSiUJAaKJeWl6g5DjoNfr2aSbjldSqBJVelKpVIoJx7SdPFQpNTWVVamUJ0dT2E9O\nTg4L61IKVXLlOLjr41BScrRer5e8t3yoEv2eyYWDj48PfH19ARSHKtHnKS8vTxKqxCdDk4uh0WhY\nqFJycjLbJ42VzptKv1J+C4kTEg4lVVUioUDCwd/fH2azmQmykJAQ1K1bFxcvXkT//v09/vyUNxX2\nDT58+HB8/vnnGD58OIKCgjBx4kQYjUYcOnQIW7Zswdy5cwEAzz77LL744guMHDkSJpMJw4cPZysp\ntWrVwosvvogPP/wQeXl5ePjhh9GnTx92jFdffRWfffYZfvjhB9SsWRNvvPEGs3K7deuGxMRETJgw\nARqNBs8880ylXL3U6XQIDAyUfCGWB1T+jJJ2qFIA3c7NzXV7W/5YcnKy29eVRqSQkPDy8mKl7LRa\nLfz9/ZlC9/b2hk6ng8FggJeXF7ttMBig1+vZbfm/kp7T6XSVZmVUib179yIiIoJ9gVK9fSItLQ0Z\nGRmsVnRCQgKmTZuGQ4cOIS0tDbNmzVIUDseOHcP169fRuXNn9oX74IMPwtfXFzdv3sSyZcuwd+9e\nfPnll9BoNOjZsyeys7OZoCccDodH15cmIadOnWITLGqaQ2EHDocDR48eRZs2baBWqzFz5ky89957\nmDFjBk6dOoUpU6bA398fFovFKR+qtHg67jvFZ599ho8//hjHjx9HtWrVsGrVKpw4cQKLFy8u9b5i\nY2Ph5eWFdu3aAQCuXLmiKByOHDmChg0b4r///S97rEOHDorVcy5evIgnn3wSo0aNwo0bN5jYyMzM\nxKhRowAUTXY1Go0k3ORuc+HCBZw9exb9+vVjpVgBoH79+rhy5Qrq16+PTz/9FMuXL/dof5cvX8a0\nadMwZMgQzJkzBydOnABQFBrrqXD47LPPULduXQwaNAg///wzLBYLjh8/jk8//ZQJh2+++QZr166F\nRqMpc2hQSSxfvhx//fUXzp49izfffJMtmMXGxkKj0bBGYu3atYNGo8H+/fvLVTjQ/7xwoNvuhIPD\n4YDNZnMKVSJXgJCvgN9OVSVavKAx8I4DCYfSOA5KydEqlYqVfqWJOH3PuSvRyocq8eVU5aFKfPgL\nX0lJLhwIKndK8f2+vr5OORmukqNLU47VneNAK/O8cMjLy4OPjw/7nModh9zcXMVQJXIc0tLSJMKB\n5jbkQADFQkEuHCiyg0KV6D4t4JJwSElJYX0bgGLhYDab4e/vz4SDv78/HnjgAfb9ereoMOHg6+uL\nt99+2+lxeUiQTqfDq6++6nI/nTp1cgpxIiwWC2bMmKH4nEqlwpAhQzxePf234eXlBS8vL8WQhPKG\nVoJ5QZGRkcFiFukPl/9HYVpUI7mwsJC9Jjs7GykpKcwitNls7AuQ/vH2YWlxJSrINSHxQe6JWq1m\nqyC8OOH/py8/+sc/p1KpYDKZ2P8AWEK9RqORxDVnZ2fDYDAgKioKKSkpeOSRR9hzBQUF6Ny5MwAw\nl4G+sJo3b44//vgDhw8fxtdffw0AaNmyJf755x+sX7+e7YOKE+zYsQPnz5/H5MmTna5PQkIC+4Gk\nlSiaDN5///0YP348EyxXrlxBzZo1sXfvXvTt2xdt2rTBvn37FK/7jz/+iOPHj2PGjBlsv8OHD8ej\njz6KunXrYs6cOXj33Xdx7tw5JCQkoEuXLgCAL7/8Ei+88ALWrFkDAHj33XfZuXz11Vfo2LEjK+NM\n5ObmYu3atRgxYgTmzp0LlUqF//73v5g9ezaaN2+OJ554AkBRn4L69esDKPoxmDp1Kjp16oSnn35a\n8RzKk4SEBAQEBLDVy+7du0Or1eKXX37B4sWLER0djUWLFmHGjBkYPnw4gKLyifSD6CkxMTGoWbMm\natWqBa1WiytXrihud/bsWUREREge69q1K9atW4eUlBRmwwNF78nVq1fx1ltvSbb//vvvMWrUKNhs\nNjRp0gQ1atTAokWLsGLFCqxYseKux/AfOHAAXl5eWLNmjZNQNBgMGD16NGbPno2PPvoIAQEBbve1\natUq9r7Q3xzx999/49atW3j//ffx448/YsqUKejXrx9b8QaK/tavXLmC7777DnPmzMGkSZMwffp0\nAMCiRYswadIkpKenIyAggJUw37VrV4ki9/z580wc3Q7btm1DixYtcPLkSWzbtg0DBw4EUPQ5Cg0N\nZeE+JpMJDz/8MLZv347Ro0ff1rEAZ+FgMpmg0WhKLRzkk3uajNJvISFfAb/dcqxA8SSYn5DfjnAo\nLCyEyWSSHI8XBDTJdpXjQGOTT8aBYlFAjoNcONAEHAArE0rCITc3l107i8XCwnSsViuqVavm5Dh4\nEqpUUgM4Xjjk5OTA4XCwcG1aMDObzRLHwdvbmwkHJceBFw5xcXHIyclhYuP69evQ6/UIDg5mOQ70\nPL2/GRkZLI+V7tM1NZvNzHEgVyMrK0sSqnTjxg3cunXLyXEg4UCCKCAgAIsXL8aAAQOcvovvJPeu\nZyyoMqhUKjYBL+nHtjxxOBwoKChwEhPyf0qPKz1GgqagoAB5eXlIT09n7ePpOGSd8vsoa+k0Hx8f\nWCwWNG3aFHv27JHYxnq9HlOmTMH8+fMlP0Rnz56V7GPs2LF4+eWX8dxzz7HHOnXqhEWLFkm2s9vt\neO655/DDDz+4HE+NGjUkK658jPuKFSvQunVrdv/69esYOXIkfvvtNwBwmsDz9OnTBzabDe3atZOE\nv0RGRsJqtbLyjoMGDZKUdv7666+xc+dOpwkvJfJS/xaqzBIeHo5p06Zh7NixSEpKwrRp0wAUrSq/\n88477Jh//PGHpPfLhAkTsHbtWsyfPx9//vknkpOT8fLLL+OHH35Afn4+atSo4TJsS57YWlKi661b\ntxAWFob+/fvj22+/xaRJk9jK/tGjR3H+/HkARaEvzz77LHvdiRMn8MQTUz8AAwAAIABJREFUT8Dh\ncGDUqFFo2rQpxo4dq3iM5ORkBAcHIzY2FmFhYfDy8kJYWJjLstXnz59nwpQg8TZ//nwMHDiQubr0\nfgNAREQETp8+DaDoPUlJScHHH3+MhIQEJCQk4PXXX8eRI0cQGRmJJk2auLwmnpCTk4P09HRWjaS0\nnDp1Cv/5z3/YyqicESNGYPr06Vi9ejVee+01t/vatWsX9Ho9Bg8ejBUrVmD48OGYN28exo8fj1On\nTmH79u2YPXs2AGDKlCmYOHEikpOT8dZbb2H69Ono3Lkz63308ssvS/bdp08fvPrqq1i3bh169uyJ\nQ4cOoVGjRjh37hyioqJgNBrZ6qWcAQMG4K+//kJUVBTq1asHAFiyZAk2b96Mb775RiIA5fkY8fHx\nOHLkCFavXo358+dj+/btTDhcv37d6fP/7LPP4rXXXkN8fLzL8ZSEXDioVCoEBgaWi3AoLCxk4UiE\nfAW8pHKsSsnRfJEWQJosTav0txOqRDkOFILEH5OvHuWJ40DCgcZBwoEm1jTZrVevnqTpG1UHUqvV\nLIkYAHOabt68ySbFfI4Dn6RdHlWV+LFTqBL9BlJeZ1xcHHMcDAYDNBoNcxzo80Sr/3xVJXIUSHzc\nunWLRTrQXIAPVcrIyJCEUNE4DAYDTCaTRDiQi0HPG41GNia5cDCZTPD392ele/39/aHVavH88897\n/NmpCIRwEFRZVCoV+2MmC/FO43A42Jc1JbXx7gj9COTm5rLVHACsJT2Fk8XHx2PLli1OPzb5+fls\nhZ3n/fffl9ynsIuuXbti9+7dAIrcAUpamzhxIpYtW4YzZ85IOqw/+eST2LFjh9P+P/30U3abYqpp\ngjhz5ky2urV582bJJBIornD21Vdf4ciRIxg3bhxOnTrFYmUXLlyIX375Bffffz8uXbqEbdu2sdf+\n3//9H4v3JqgnBVAkTMih5BO/N2/ejLVr1wIoWhn99ddfAYCJBgDo27cvuz1//nx2++2338Yvv/yC\ntWvXwtfXF5mZmSwxDYAk5GT9+vVYvHgxWrdujcaNG7PEtd69e8PX1xfr16/Hzz//jBdeeAHjxo1D\n//792WR5z549GDVqFH744QdkZ2fDbrdjw4YNePfdd7Fo0SK88847mDVrFosrnzp1KqZOncper9Pp\ncOzYMXTp0gXXrl1j4m7kyJFOeQUrV67Eyy+/jJkzZyImJoZNtMPDwxWFQ0ZGBlJSUlgRC6JmzZpo\n1aoVZs+ejdmzZ2PLli3o1q0b/vzzT3Tq1An79+9Ho0aNsHHjRuh0OtSrVw9vv/02Vq5cif79+2Pj\nxo04cuQIgKJQKCXhEB8fj4yMDDRq1MjpOTmTJk3C0qVL8f7772PChAklLlTs3r0bly5dQlZWFsaP\nH489e/a4dLiBolXV/v37Y/HixYiMjHQr/k6cOIHRo0cjMjISFy5cwKRJk2A2m9G8eXN88803+Pnn\nn1GvXj3MnTuXOVhdu3bFrFmzcOTIERw/fhw9evTAc8895/T9FRoainbt2iEyMhKRkZEAgA8//BBD\nhw5F7969ceHCBRw4cEDiSAJAXFwc6zy7bds2REZGorCwEO+++y5SU1PxxhtvMOfu1VdfxaJFi5CV\nlQWTyYSrV6+y0qq9e/fG5cuX8cUXX8Bms8HLywvR0dFO+RUvvvgipkyZgkWLFpVYZMRut+PDDz/E\nM888IykRTaEivIAJDAyUJOyWxXHwJFTJVTlWpfKogHOoklKOw+0mR8sdBzqm1Wp1mRxN2yk5DnLh\nwDsOPj4+qF69OnMc6PeJr1oEFOWG0LXPzMyUVFWi8fL9M8rSAI6foNN4KFSJoFAlEgGUa2I2myXl\nWIHizw6fHM0nS2dnZ8Nms7FQJVfCgRZH6T6di9lsZs4/CQf67JJwIGFBDnN8fDx8fHwkoZwmk+me\nyQEVwkEgqECoXrhWq5X0FbkdPvjgA+Tk5GDLli24//77ERISgmbNmkniT13RsGFDPP744+zH9/PP\nP0fjxo3Z8yNHjkR4eLjTKuqyZctYsuPx48dZgYPz58/j0UcflYQdffPNN2jUqBGOHj0Ko9GIwsJC\nFnPfo0cPFr40evRonDp1ik1glixZAqDoh61hw4ZMCKxevRrTpk3Dzp07AQCnT59GUFAQm+QeOHAA\ncXFxbPVl5syZ6NixIzZt2oSOHTuyFTAATmEZGzZsYLcbNWqElStX4plnnsGQIUNQo0YN9O3bF1lZ\nWfD390e1atVgNBrx559/4vHHH8dff/3FOgl36NABDoeDlXIeOHAgtFotDh8+DIfDgWHDhqFatWrs\nhyE3N5e5OTNnzsTMmTPx22+/Yfv27Thw4AD++ecfPP3002jRogUb38KFCxEYGIj33nsP3377LbZv\n345mzZrhxRdfxKxZs1BYWIiPP/4Yu3fvxsqVKzFjxgxJ5Z8vv/wSw4YNg81mw40bN2CxWNg137Zt\nG9LS0pgQcuU40Pk2aNDA6bl58+ax8NNnnnkG//3vf2G1WvHmm2+yEDB6XZcuXbBy5Uo89NBDWLdu\nHWswBRQJh1GjRsHhcGDBggXIzs5G3bp1MX78eJabI59AZ2dn4/Lly2jWrBkcDgd7X6dNmwar1Qov\nLy/Ur18fw4YNcxq3w+FgOQJAkZNz+fJlJxdOzogRI7B+/XocO3YMDz/8sOI26enpiIqKQqtWrVCn\nTh0cPHiQPdeiRQsUFBRg2bJlGDNmDAuLM5vN2Lp1K1544QXs2LEDXbp0wc8//+xyHJ9++ileeeUV\nnDx5EgDwxBNP4OGHH2afxddffx1Hjx6VhC2tX78eBoMBrVu3xrp16zBw4EBMnDgRqamp6NOnD77/\n/nssX74ceXl57DpcunQJzZs3Z4Ji8eLFCAgIQM+ePTFr1iz873//Q7t27RAdHY1HH31UMkY/Pz+M\nGDECS5cuxZQpU2A0GnHz5k3ExcXBYrHgwoULiIiIgMlkwrFjxzB58mScOHECmzdvZvvIyMhAQECA\n5Dz4vymgaPLn5eXFEmCBsoUqKTkOdN+Tqko0oeT/54WDWq0udY4DJUdTQrPcccjLyyuV4yAPN1XK\ncahWrRrMZrOkqzFQ9Fmljsc0sadrf/PmTafO0XwfCrqGSsJBpVJJunqXFKpE4yHHgZCHKtFvr6+v\nLxITEyXb0ySebwAndxzsdrtijgMvFHhBw4cqmUwmREVFsc+B0WhkfTGoOAzh6+sLs9mMuLg49l1H\nwuFeygUTwkEgqCSo1WqYzWa8+OKL7LHvvvsOTz75JLp168Ym2MSqVatw9epVdOrUCWq1GsHBwfjj\njz8AFE0Q+VVzs9mM4cOHS4SDw+GQ9CiRJ3OaTCZ89NFHLFmWT4AkJwMo+kL+6aefWFPGdevWKZ7f\n+vXrsWnTJvz9999o1aoV2rVrh6lTp2Lnzp3Yv38/W43mQ78cDgdiYmIwYMAAJnDIOVizZg1SUlLw\nzTffsPOm3Ku3334brVu3Rtu2bfHRRx9Bp9O5LU37xhtvIDo6GqNGjUJAQACWLVuGLVu24Ndff4WP\njw/sdjv69u2LrVu34tixY4iIiMAzzzyDH374AT4+PmjQoAGMRiMTDb///jsmT56Mffv2ScJ/Xnvt\nNXz99dfYsGEDnnjiCfzyyy9YtmwZxo4dC51OhwceeAD//PMPnn/+edx3331ITk6Gn58fVCoVrFYr\nc1J27dqFHj16wNfXF++88w4GDx6MAQMGYPPmzcjMzMS5c+dQr149nDhxAjabjV278PBw5gDwuBMO\n7du3h91ux9SpUzF9+nR89NFHUKvV6Nixo1MC3wcffIDmzZvjpZdegsFgwLBhw7Br1y706tUL27dv\nZyJs4sSJTsfZtWuXkwDs1asX9u3bh6ioKKhUKmRkZOCnn37C7t27WUI2UCRcqY47cfHiRQBAs2bN\nEB4ejq1bt8JisbDwK1c88sgjqF69OqZOnYqNGzcqVtOjyXzLli2dnmvdujUCAgKQnp6OwYMHQ6/X\n48SJEwgJCYHRaMSWLVuQkZFR4kJDmzZtcOLECSxYsABpaWkIDg7Go48+isOHD2PUqFFYunQptm/f\njp49e2LXrl3Iy8vDV199hd69e2Ps2LHo3LkzLBYLVCoVunfvjrfeegvff/89jh49iri4OHacy5cv\no3nz5ti9ezf69evH+ny0bt0agYGBGDZsGJYvX464uDjFZm/jx4/H3LlzMXHiRMycOdPpfRg4cCC+\n/vprFl4pDznMyMhwmjQpCQe5uPBUOFAvBIKfYNN9TzpHq9Vq5kDRhJIWakg40GTYYrFI+iWUBJ8c\nzXdUpnEAroUDv528NwLgPsfBYrHAZDKxz4OS4+Dt7S1x9SlUSclxIIHmSjhQlSVXFaBchSq5chz4\n5Gga9/Xr1xEQEMAeI+EgbwAXFBTE9kEN4PR6vSTHQR6qJHccKMeBhIKS48D/nfv5+SEgIAApKSls\ngYw++3cyzLskhHAQCCoxDz30EICi0KSIiAicP38eP/30E/tB5wkKCmKTpfr160vKlgYFBcFgMMBu\nt+PUqVNsAsBvo1arsW/fPsTGxmL16tWYM2cOi12nkJ/Fixdj7Nix8PPzw7hx47Bw4UIkJCRApVLB\n29sbM2bMcAqtGjNmDBYsWACtVstyCv7v//4PQFGIVUJCAkvGk6NSqfDGG28oPkeFEQYMGIDt27fj\nmWeegZeXFwIDAxEaGoquXbt6XAtfp9Nh6dKl7P6cOXMkoRdqtRrr1q3Dnj17EBERAZVKha1btzKR\nY7PZkJSUhN69e2Pu3Llo27Yt9u7di7p16+Lq1av45Zdf8PPPP+P9999HZGQkVqxYgYkTJyIwMBAO\nhwODBw8GUORStG7dGq+//joA6SrU66+/Drvdjjp16mD79u2YNGkStFotvv32W7zwwgtsFXfNmjXI\ny8vDyJEj8eabbwIoFoVhYWGIjY11ysE4efIkwsLCXIb8qVQqTJs2DZmZmZg/fz4eeughxTyBZs2a\nSQTrypUrcevWLezevRtLlizBxYsX8f333wMoCpNLTU3Fm2++iVdeeQWnT59Gv379WBifwWBgjtfH\nH3+MrKwsqFQqtG3bFg8++KAk3Gz79u1Ofw8HDhyAWq3G/v378eeff+LHH3/E4MGDSywX6+XlhUWL\nFmHo0KHo378/xo4di/nz52PJkiWsGtWJEydgNpsVhRYluNvtduZY8A4TULrVxQkTJrDbU6ZMQcuW\nLdG7d2/8888/GDNmDA4ePIhu3bqxbWbOnIlOnTrhk08+wbx587B161Y0b94cdrsdwcHB+PHHH3H9\n+nW0bNkSV69exeXLl5GZmYn//e9/+PzzzyXXYc6cORg1ahQL7+rYsaPT+GrXro0JEyZgwYIFktwr\nmgB+++23WLBgAcvbkQt4V8KB3KEaNWo49XAAnIUDLWbI+zhQ7DvhaaiSXDjQRByAJLwEKE6OpoWY\noKAgNrn0BPlkPycnxylUqSTHgc6XKkvRvigMiRJ1aYzJycmwWCwwm81sG/qfcghycnIkvaGAYsdB\nXo6V79gtFwpK7kh+fj4cDockt4NyJ0pyHGiCzidHA2Bj5CsiyR0HeagShQxTs10KVTKZTBKhQMVO\n6D5QLBzk4yIHQslxIIFAr6PvXCEcBAJBuRAWFsYmp1ROMzY2VnHSxicTymOR6QtQpVJJJnYqlQpZ\nWVlsVYQmCIMGDQJQNCkYNWoUq4w2ZswYqFQqtG/fHo0bN3bKtZgyZQoeffRRnD59GgcOHEB6erqk\nhCg1bOzevTt7zJVo8JSwsDCMHDlS8hhNxMsTs9nsVG2JVkA1Gg1CQ0PZSjSxbds2XLlyBd27d2fn\n7Ovry4TYH3/8gdjYWDbBlE+8eQwGA9577z0AkLhSffv2xYYNG9CiRQskJSWxEJTnnnuOCYc2bdoA\nKHIcCgsLkZKSIlkZ3r59OwupccegQYOwevVqvPDCCyVuCxSH8rVv3x5qtRoHDx7Ehg0bMG7cOEnI\n0NKlS1lo27hx47B69WpJgj6Juv79+7Py1d9++y1q166Nl19+GUePHnUSDgcPHkTz5s1hNpvRsWNH\nnDp1yuOS3f369UNAQAB69+7NXJ7XX38d27Ztw8qVK/H222+je/fuLnMg+AIC5YnBYGCfwVWrVqFl\ny5YsJNFoNOLhhx9Gjx49ABTlNfHOjlqtxoABA/DJJ58AAGbPno0ff/wRly5dwtGjR2Gz2ZxCkUaO\nHImBAweib9++0Ov1LNlazscff4ydO3fi999/x6BBgzB79mzUqlULcXFxCAsLw759+5hwSEpKkoSX\nKAkHi8WCmJgY9r0zdOjQEoWDK8eBn7ACJYcqyYUDlYnm48/5ClBAsePAdxymBFhP4JOjAbAQIf58\nlHIc5JNxEgV8qBKJAZ1O5xSq1KxZM9YEDVB2HPg+CoByjgPvkMgb1rkSOXynbX4/fC6BPDmaoAqF\n5DhQ2CrlNbgTDvn5+cjMzJSUcKUcB3JCMjMzJWW+6TNK45InRwNFf19arVYxx4Hw9fVln2MSOfTZ\nL+vvYHkihINAUMVwVVFm4sSJrPQqfeElJydL4nuVcNfl1mw244svvpA8VlLpRSrJTCEPPJTIK1+B\nrao8+OCDbierTZs2RdOmTct0jCVLliA1NRWzZs3C8uXLsWbNGphMJtSqVQurVq1CjRo12ISEPjsx\nMTFMOJw7dw4XLlxgFYDc0bJlS6Snp5e654Wvry+aNm2K+fPnIz4+XpKoDhQl3m/cuBF2ux3ffvst\ngKJcAy8vL7Rt2xaHDh3C8OHDsXDhQvYaqiDWrl07/P777wCKftCnTZuGV199FQcOHJCEPpW2vGGX\nLl2wY8cOzJ07F9WrV8fXX3+NPXv2sApI7sqM3wnCw8MxZcoUvPrqq6hRowZiY2OhUqncvjfz5s3D\npk2bkJiYiIEDB+LixYs4f/48/vzzT5cOislkYuLJFVqtFnv37sWvv/6KwYMHszGEhoaiTp06OHLk\nCM6fP8/KvMbFxbFjuXIc+IWQc+fOObmHpREO/Hegqz4OSqFKtK+cnByJ40DCgR6jlXyaDAcHB0vC\nQEuCD1Wi45WU42C321k1I9qOFw78vugxeagS5Xe5S46mhGUKpeVDlTQajSRUicbmqo8DP35XwsHX\n19ep8Zper3f6nTIajbh16xYyMjJQp04dAGDfaUajkZVR50OVaB8pKSnMcSB8fHzYIl1qaioiIiIk\nwsFisbh1HChB22g0uhQOer3eyXGgz35py2xXJHe3aLZAILhjKE3GQ0JCyr25oKfwMcGEr68vIiMj\n7+nuwpWNkJAQ7N27F+3atUPXrl0BgMW2Dxs2TOIkUK4DnyD9448/wmQysZXqkrjdRnldunTBuXPn\n4OXlhfbt20uea9KkCa5du4ZDhw4hLy+PrZQbDAa89dZbqF27NhYuXKiYF9ChQwecOXMGqampmDZt\nGubNm4dGjRohOjrabQUlT+jYsSN++OEHvPjii8jJyUHXrl3Rrl07XLt2zePrVZEMHToUgwYNwqxZ\nsyQ9Ilyh0Wjw559/4sSJE6hduzZrNnXq1Ck0adKkTH02LBYLXnzxRacxtGnTBocOHWINJgHp58+V\n48Bz7NgxpxVZjUYDlUpVYjlWm83m5Dh40sdBPvlWEg50rlTGkybpQUFByM/PZ52ZS4JClWhimpub\nK5lkA87lWOl17ibjNHa6Hj4+PsjPz2ehlRSqRI3dlEKVKHwIKAqrkYcq2Ww25krQsW/XcaD90ISd\nGpnKHQegeOKdlJTEtqfPCO8EUf4BOQ60X7lw4F2KtLQ0SR+HzMxMp6pKlNPBCwc6Nr3vFB7GQ8KB\n/qfcvrv1O62EEA4Cwb8ElUqF8ePHl1gWUVB16dq1K7y9vfHSSy8pPh8cHAydTifpk3H9+nXUq1ev\nwptFvvTSS9BoNBg0aJBT2UH68Zw8eTKMRiPee+89hIWF4ZVXXkHPnj1x7do1l8nEXbt2hZeXFzp1\n6oR58+YhMDAQeXl56Nq1qyQkrizwonzRokUu+3ncacxmM7766ivFqlKuqF69OjufBx54ADdv3sSe\nPXvK3GPDFRERETh27BjsdjsLheI/fzdv3nTKreFDGul9lwsHKsd9O46DPFTJXY4DUBTuoxSqRBNh\nfsIJFK8eu3Md+Gp5noQq8cfjhRD93bpyHPhQJbqWSUlJKCgogMVigb+/P+tTRGGrXl5eisLBbDYj\nLS0NDoeDhSoBRULHXagSf5/GT2Mlp8VutyMvL481TfXx8WEr+/LkaKA4NyAxMZGdFwlOes7Hx8cp\nVImgqkoEn9NAwoFP+OaTo2/evOmUIC+/D0hdDoIEAoVXtWzZElu2bGFhpfcCYllPIPgXwYdyCP59\nWCwWpKamSpLeedRqtVNJ1ujoaDZRq0gaNmyIK1euSBqQ8c8BwOHDhzFixAj4+/sjKirKo7rmNWvW\nxDvvvIOvvvoK77zzDiZNmoRNmzbhxRdfLDcxZDAY0K1bN1itVqfqY5UZSvZOSUmpMOHAl4Vu3Lgx\ngoODS3QcmjVrhjfffBMjRozAgAEDcOLECcUYcE+EAx9GA7gOVXI4HLDb7U7lWAFnxyEiIgI9evRg\n4WryeHpeOCjlo+3YsQM9evTApUuX0KBBA6feC6URDvQa3nHgS6PKcxyA4qae1apVY45Eeno66+kB\nQBKqRMeQx+/TyjovrJSEg81mc+o5oeSOZGdnS8K/eMeBxk4TeRIHNpuNPUeCnu8ZIa+qRMgdB5PJ\nxBwkKs9K50mN8MjlomRpAE6OA38Mg8Hg9Lml+/SZV6lUTrlzdxshHAQCgeBfBP2AuYIqKxExMTFO\njcQqCgqVkqPT6TBv3jwkJyezxPHSTPqnTZsmafY3YsSIsg1UAaVGiZWd+vXrs9v8BL88adeuHcLC\nwlCzZk2Eh4dLPn8Oh0NROKjVanzwwQcAwDpS803jiNsRDq5ClWgfSo4DP5EHiiaHfA8OuXAgR8JV\nSVaqLnfu3Dk0aNBAMcdBXlWJxsT/T+dJ27nLceAdh6tXrwIoWmigyTkJB5oIG41GVuGM/hZNJpOk\nRwE19SzJcQCcQ62UxpqVleVSONDY6dryPT3oOepDRPkzfn5+rCuzXDjIHQej0SgJLaN9ent7M+Gg\nUqlgMBiQkZHBjk/Xi86f36fBYGAChz7H5PbJm23eSwjhIBAIBAJGeHg4rl+/zu7fKcehJKhD8r1K\nWeL/71V4cUaln8ubwMBAXLlyha0U893L8/LyUFBQ4LY87dSpU2E2mxUrVd2u46AUqgTASVAorYQr\n4c5xUILGStsrCQd5OBR/uyTHQT4Zp8eUhAORnp6O7OxsNhGmakty4UDvncFgYOchd0isVisbk1JV\nKHeOA9+Nmw9V8vX1RadOnVh5Yj68jSbxFosF+/fvZ5+VoKAgFBYWQq/Xw8vLSzKpDwgIcOoNQedD\nx6fzBIrfY71ej4yMDBZqRPskESUPVdJqtZg4cSIrmdymTRucPHmyzEUxKhIhHAQCgUDACA8PZ92H\nMzMzcfPmTZdOgKDqM3DgQJw6dcplD4/ygJ+4h4WFYf/+/Zg0aRLr5yJPhuZp1qwZvvrqK8Xn3AkH\n6mtQWFgoceFchSoBzsLBVVUlObR/Wo2nSb8r4ZCSkgKgSDjY7XbYbDan5GgKaSlNqBK/is8n9np5\neUGtVktClTQaDQICAlj/C3moUkhICJKTkyWJz/JQJQrtoUZxdGxeOLhqYOcqH4N3HBITE9k5Up8h\nQkk4ANJeI/Q+0La84+Dv7y/5XBiNRsn7xTsOdL5K//MlXeXHoPP99NNPwXOvhzsK4SAQCAQCRlhY\nGKKjoxEVFcW68zZq1Oguj0pwt1i1apVkpbWiCQ8Px7lz53Du3Dls3LgRwO3XsFcSDjTxdBeqxDsO\nfGdpV6FK2dnZbjt9846DRqNhE1VXoUpUZjQzM1My7tsJVeKTo/lVfBpTZmamZDIOFAmHatWqQaVS\nMbcnIyNDEqpUvXp1WK1WpKSksDAbo9EoCVWi0J6cnBx2znzIlJeXV6kcB7vdLhkr7zjI4R/jhQOP\nq54JAJw6kVNOB38fKH5veceBv0/Xi86NdxxutwLd3UYIB4FAIBAwwsPDYbfb0aBBAzzyyCPQarVC\nOPyL4Tv13gn4sDgKe/G0w7uc8kyOBoodByolzU/k3YVT8Y6Dj48Pu+/KcaBJc3Z2tqTjdXklR/OO\nw82bN52Ew9WrV5nLQ2VGKVSJJtv0/JUrV1g8vslkYudkMBjYKrt8vPw4SuM40H75scqvgRKuhIPc\nceCra8nLn/LlVvnju3Ia5FWUaN/u+iJVFqpeUKZAIBAIbpsmTZqwH+KDBw+iUaNGbsMwBILypFev\nXnj99dcl3c+ppn1pKUk4FBYWeiQc5DkONMF1lRwthyaZqampEuHgynGgx3NychQdB6U+DkDx5NST\n5GhK5OUdBz5UiQ8PCwgIcApVoueTkpLY6rs88deV0OHHQWP1xHEAilf66X9KSnaHK1FHFdzkpVyB\n4nKoPErCQR6qRCJbHqpE741SFa3KhhAOAoFAIGDUqVMHN2/exLhx4wDgnk7SE1Q9fH198fHHH0s6\nb99u4rlOpyvRceDLiQLOoUpyx4EvG3o7ydE+Pj5s0lkax4EXDvx58IKFdxeUHuPLsdK4lBwHu93u\nUjjQRDg0NJQ9XxrhwLsJrpKj3TkONEb6350bRrlZFEolhxL++VC85cuXIzIykomRVq1asVA5XjjQ\ndXDlNNA1IVdjwIABTteosiJClQQCgUAgwdvbm5UuvBcqKgn+fTRu3BihoaF46qmnbnsfZQlV4vs1\nyHMcyiIcatSoUWKoEj1OfRJo3PwkmXcS+POlMSttx++LxpWeni65T/Ar7kFBQUhJSZFUVfL19YW/\nvz8yMjLYZJifFOv1eknyOC90KFfAVXK0O8ehNMJh3rx5WLt2LatiJadVq1Zo0KABRo8ezR57+eWX\nJdv8+uuv7La85C7g7DhQWBSNz8/PD1FRUahTpw4AIRwEAoFAUEVgeD83AAAgAElEQVTp3r072rVr\nhyFDhtztoQj+heh0Oly6dKnEviPukAsHlUrFQkZKk+PgKlSJJot2u91tqBJtl5qainr16rEQnZJC\nlbKzsxVDlejcgNI5DgS9hsZF26jVahgMBlitVonjEB4ejtjYWInjABQtKmRkZCg6Dnq9XjGpmRcF\ncseBJt3l5Tj07dsXffv2dfm8yWTCxYsX3YY68WFy/HZ0rnLhQGFR/Oe2Xr167LYIVRIIBAJBlcRi\nseDw4cOSHz2B4E7i4+NTpsozcuHAT7L5cqzuqiopJUfT9vwk0J3jQPkE/Gu8vb3ZBHrdunWSMqGu\nQpWUqiUpiQQ+cVjJmZA7DPzYHQ4HADgJh+joaEmOAz3OnxN/Pby9vV2GVinlOFSE4+AJt/v5kic9\n8w4Df19OVRAOwnEQCAQCgUBQ5XAnHHQ6HWw2G/Lz8z2uqiQPVaJeBQ6Ho8TKPt7e3rBarWyy7uPj\nwybQkZGRSE9PR2JiIqpXr+5SOKhUKuaUuHMc5E3G6DwId8KBjscLh1q1auHatWsApP0R5F2a5TkO\nSmFUvHDgr608x4FKuZYkHO5W4Qa6dvT5ImeCHAdXwoGuyeDBgyt6iBWGEA4CgUAgEAiqHCUJB8C5\nIpLccfDy8nJyHOi+SqWC0WgssY8DUJxPQCvOPj4+TCCkp6cDKOrSbrFYkJubi2rVqkmqKslzM2gi\nzieO02P8qjaNy1PhQI4D3/SRv82XNqVtqVyuvEeBUhlVuXBw1ceBHyvvCpS343C70HWnzxcJqpKE\nAwDExsayik6VERGqJBAIBAKBoMqh1+vZCror4ZCbm+vScfDy8oJKpXKZ4wA4J8m6gp5XEg40CU1K\nSmJdlatVq+bkONA58f/z0DbykCFAOhmnSbyScCBcCQc+x2HIkCHQ6/WskII88ddVToaS4yDv48Dv\ngxcr8on53RIOBL2H8mZy5MYoERoaWqlLXJe74xAVFYWlS5ciMTER9evXxyuvvOIyoz0pKQmfffYZ\nrl27htDQUIwZMwa1a9cGUKRk165di/3790Or1eKpp55Cz5492Wv//PNPrF69GhkZGWjcuDFeeeUV\n9kGaOnUqLl++zD58DRs2xNtvv13epyoQCAQCgeAexRPHoaCgwKVwkE9k5eVYAakQcIc74aDX65GX\nl4fk5GT2WEhICKKiopyEg1xA8Mi3AYpj+GnMvIOiJCoWLFiA77//XiI++Mpq/CS+S5cuTOgA7oWD\nkuOg1WpLdBw0Go3EcaAJOo3vTndfPn36tKSD9JgxY7B7926WC0bC6nZLCFcGyvXMbt26hblz56JH\njx5YvXo1HnjgASxatMjl9gsWLEBERARWr16Nzp0745NPPmFxbTt37sT58+excOFCTJ8+Hdu2bcOZ\nM2cAFLVIX7hwIV566SWsWLECPj4+WLVqFduvSqXCmDFjsHbtWqxdu1aIBoFAIBAI/mXwwkEuEJQS\ndwFpqJJcOMhzHADPhQM9LxcODoeDTb4zMzPZpLpatWqwWq2SSTY/bnfCQWkyTa/nXyevqgQAr776\nKvbt2yd5LV9ZiHoaKCFP/FVyObRaLZvnuSvHSuOSn4s8VOlOT9CbNGmCtm3bsvt9+vRBQUEBE029\ne/fGU089hd69e9/Rcd1JyvWKnz17FjqdDo899hg0Gg369OmDK1euICUlxWnb+Ph4xMXF4emnn4ZG\no0G3bt1gt9tx4cIFAEUdS3v16gWz2Yzq1aujS5cuOHDgAADg2LFjqFevHpo2bQqdTof+/fvjyJEj\nkiYeFHsnEAgEAoHg34cnjoP8tpLjUJ6hSvzENzc3Fzk5OWy+kpmZyRwH6qNA+Q+lcRyUkJeQ5cdU\nUtgMP3mnfAYl5I6DWq1mVYfouPy144UD/5yS8yAfC4Us2Ww2t2O/E/DjDAoKwtatW102nasKlGuo\nUmxsrMTS0ul0sFgsiImJcUoEiY2NRY0aNSQfmlq1aiEmJgaNGjVy2letWrXwxx9/KB6nWrVq0Gg0\nSEpKQlhYGICi8mbr1q1DnTp1MHjwYNHESCAQCASCfxGeCofShCrx5VgBZ0HgCqVQpezsbGRmZrJt\neOFAc6a0tDTJeJWcA/58iZo1ayIhIcHpHPltPB07AKxcuRJXrlxxGxqktB+NRgObzaZYBYpPjgaK\nS5vK3RUAmDVrFqKioth9cj74sCHBnaFchQNfaoygEmSl3dZqtUo+hPLn5HkT/PMvvPACwsLCoFar\nsWPHDsyePRvz58+XKG2BQCAQCARVl5L6OCjdLm2oEk2kS+oIrCQckpOTkZWVxba5efNmiY4DHa8k\nx+HQoUOS59w5Dp4Ih5deeqnEbWjiz0NhSXyoEsH3ceCfk3fmBoDJkydL9kvCgXJABHeOUgmH9957\nDxcvXlR8rk+fPjCZTE4t1PPy8hQn7AaDwe22BoNB0lXR3XPy5/mGRb1798bevXtx+fJlNG7c2OW5\nHTp0CIcPH5Y8ZrFYMHToUJevEQgEAoFAcG8iFw6uwpP4SbgnjoPSZNddFR2geFItz3Eg4RAcHKwY\nqkSOAx2HwpqUhAMvXu677z7Jc2V1HG4Xd8JB7jjwTeLk28oJDAxEy5Yt8e6775b7mCsTa9asQVJS\nkuSx9u3bo0OHDhV2zFIJh+nTp7t9/vTp09i5cye7X1BQgKSkJEkpLyIsLAwJCQmSP8KYmBj06tWL\nPR8dHc1CjGJiYth+wsLCcPToUbav5ORk2Gw2ScMSHmrQ4o4OHTpU6IUWCAQCgUBw5yDh4HA43IYq\n8YubFFrjaY4DhRSVVJefVsapKhEJBwpVCgsLUwxVIseBxkATcaWcCnddiZUcB08Tu0tDjRo18OCD\nD7L7cqEjFw7uchxK6sZ9/Pjxcht3ZeVuLG6Xa3L0gw8+iIKCAuzbtw+3bt3C999/j7p16yr+QdWs\nWRNhYWHYunUrbt26hd27d0OlUqFhw4YAgEceeQTbtm1DZmYmEhMTsWfPHnTq1AkA0Lp1a/zzzz84\nffo08vPzsWnTJrRt25a1Kf/rr7/YH/hPP/2E7OxsNGjQoDxPVSAQCAQCwT0MTVYLCwvdCgd+Eu7l\n5VWqcqyRkZHo27cv/vOf/7gdCxVvIWdC7jiEhoYqhirduHEDGo2GORa0H76fgtI5yaEx844Dzc3K\ns6fA33//jW3btrH7pXEclKoqCe49yjXHQaPR4I033sCSJUuwcuVK1KtXD+PHj2fPL1++HCqVCi+/\n/DKAorJfn332GX744QfUrFkTb7zxBiut1a1bNyQmJmLChAnQaDR45plnmIr19fXFhAkTsGLFCmRk\nZKBJkyZ45ZVXABT9YX/zzTeIj4+HRqNBnTp1MHny5BIrHggEAoFAIKg60CQ5Pz+/VI6DXCC4y3Fo\n0aIFNm3aVOJYunTpgh07drAoCiXH4dq1ayyEmyb1KSkpkvkLnQMvHIYOHYo1a9a4PT69jj9XEify\nsPGy4CpkS6lnREk5Du5ClQR3j3JvAFe3bl18/PHHis+NGDFCct9isWDGjBmK26pUKgwZMgRDhgxR\nfL5p06aKPSJ8fX0xZ86cUo5aIBAIBAJBVeJ2hQOFKtH21EFaqaqSp4wePRrNmjVjTW55x0Gj0SAk\nJISFKvHdkuXCgc6Jz2dYtmwZFi5c6Pb4SuE/VGSmIifoarUadrudnY/cYeD7MAjHoXJQdVvbCQQC\ngUAg+NfiqXAoKVQJUE6aLg1GoxGdO3dm93nHwdfXF35+fkw4+Pj4wMvLC97e3k7CgRwLvrKkVqtV\nDF3i4UUQ0bx5cwwZMgSjRo0q9fl4CgkDV8JBpVI5JUN7kuMguHuUu+MgEAgEAoFAcLeRCwc+CVip\nqzHgWiBoNBoWquQuCdlTfHx84HA4kJKSArPZDF9fX2RmZiInJ4eN02QyISUlRVJgZu7cuWjfvr1T\nSfqSoHPhhYPBYCgxxKmskHAgYcNfU3qOrq3ccRChSvcmwnEQCAQCgUBQ5ShrqFJ5Og5ySBwkJSXB\n19cXvr6+cDgcuHHjBntOqSt1gwYN8Oabb7ptxKaEfDX/TtGqVSsAxZ2eeVFA5yAch8qFcBwEAoFA\nIBBUOcozVEmr1SpWVbpdSBwkJiYyx4Hu03goj6E8irvcrVX89evX4/Tp08xdUAqZkiehC8fh3kYI\nB4FAIBAIBFUOd8KBn7jyE3NyHOQCoaIch8TERISFhUmEAx+qJB/f7RIQEACguDzqnaJWrVosLwMo\nFgOeJEULx+HeRIQqCQQCgUAgqHK4Ew58qA+f+0COg3x7PsehPISDn58fgKLmtn5+forCgSb7fAWl\n24VKr1IjuruFkuMgD1Eqj/MVVBxCOAgEAoFAIKhy0Iq1knDg4UUE38eBX/GmUKXbLccqh2L+MzMz\nJcIhKSmJOQw1a9YEAAQGBpb5eGFhYdBqtRg2bFiZ91UW3IUqyXtU3Gl3ROAZIlRJIBAIBAJBlcOd\n4+AKmsRarVanEKbyzHEg4QCAJUcDQHZ2NnMcSDiQ81AWzGYzMjMzJYngdwOlUCUSbnLHwWaz3eHR\nCTxBOA4CgUAgEAiqHLxwKCgocIqZb9euHUJDQyWP0Up4Xl6eZPvyDlUym81s8uzn5yfpw0DCoUaN\nGgDKx3EAcNdFA6AsHOTPCcfh3kY4DgKBQCAQCKocJQmHjRs3wuFwSB4jUZCXl+eU41CeoUpqtRp+\nfn5IT0+Hr68vtFotvL29kZeXx4RDmzZtoFar0aFDhzIf715BKVSJkDsO5eG0CMofIRwEAoFAIBBU\nOeShSnLhQKFAPK6EQ3mXYwWK+jSkp6ezRGlfX1+JcGjevDkyMjJK7ApdmfDEcahVqxaefvppvPPO\nO3d0bALPEMJBIBAIBAJBlUOj0UCtVjPHwROnwF2oUnmWYwWKKxyFhIQAKBIOSUlJkvyHqiQaAOee\nDYC0gzRQJPi2bNly5wcn8AiR4yAQCAQCgaBKotfrXYYqKeEuVIlyHMqrMRnlHISHhwMAS5DmhUNV\ng7ph86FKJBzKo1+FoOIRwkEgEAgEAkGVpCzCQakca3mGKk2YMAE6nQ73338/gOLysVVZOFA/iby8\nPPYYCYd7IXlbUDJCOAgEAoFAIKiSkHDwtBwrH6rkKjm6vITDxIkTkZ6ezibMdGzKeaiKBAUFAQBa\ntGjBHhPCoXIhchwEAoFAIBBUSfR6PfLy8mC320vlOFit1gotxwoU9S/gu1ZT2VV5idiqhJeXF377\n7Tc89NBD7DERqlS5EMJBIBAIBAJBlUSv1yM7OxsASiUcAFRoOVYlXnvtNcTFxaFhw4YVsv97hcce\ne0xyXzgOlQshHAQCgUAgEFRJ9Ho9srKyAKBUoUry7Ssix0FOp06dcOLEiQrZ973MrVu3ABT3bxDc\n24gcB4FAIBAIBFUSXjiU1nGQhyoVFBTA4XBUmHD4t9K9e3cAxfkPgnsbIRwEAoFAIBBUSUorHKhp\nHOAcqkSVgCoqVOnfyocffoioqChxXSsJQjgIBAKBQCCokvA5Dp5MTPk4e3k5VhIOwnEoX/R6PerV\nq3e3hyHwECEcBAKBQCAQVEnK03GwWq3stkDwb0UIB4FAIBAIBFWSsggHeY6DcBwEggqoqhQVFYWl\nS5ciMTER9evXxyuvvILg4GDFbZOSkvDZZ5/h2rVrCA0NxZgxY1C7dm0AgMPhwNq1a7F//35otVo8\n9dRT6NmzJwDAbrdj/vz5uHz5MtLS0vD5559LjlFQUIAvvvgCJ0+ehMlkwsCBA9G+ffvyPlWBQCAQ\nCAT3MKWtqiRyHAQC95Sr43Dr1i3MnTsXPXr0wOrVq/HAAw9g0aJFLrdfsGABIiIisHr1anTu3Bmf\nfPIJ7HY7AGDnzp04f/48Fi5ciOnTp2Pbtm04c+YMe23Dhg3x2muvKf4Bf/fdd8jJycHSpUsRGRmJ\nFStWICEhoTxPVSAQCAQCwT1Oafs48DkO/G2tVitClQQClLNwOHv2LHQ6HR577DFoNBr06dMHV65c\nQUpKitO28fHxiIuLw9NPPw2NRoNu3brBbrfjwoULAICDBw+iV69eMP9/e3cfFFX1/wH8vbCyC4JC\ngigCTSiOaTlNag8KqalNNVoCZQ8akaipoIwZM9o0mWZWWuRM+NA4JmpGDD5AWplpoeA4pWTWQCmo\nuaDsIiAgsMs+nd8fzN7vLi57RdefLLxff7H33HvuuWc/97KfPefeDQjAgAEDMGnSJBw7dqyt0V5e\nePbZZxEdHQ0hxA11FxYWIiEhAWq1GtHR0RgzZgyKiorceahERETUxalUKrS2tgLo/FQl+18y5lQl\nojZuTRwqKysRGRkpvfbx8UFoaCgqKiqcrjtw4ECHEzAyMlJat31d9mWuNDc3o76+/pa2JSIiou6j\no6lHHbFfp6PEgVOVqCdza+JgMBgcTjSg7cSzDe91Zl2DwQA/Pz/ZepzVCzgOMfr6+krfOBAREVHP\n0NnEQaFQSH+3n6pkm+HAEQfqyToV/e+99x7Onj3rtCw+Ph7+/v5SRm6j1+sdTj4btVrtcl21Wo2W\nlhbZepzVC7QlELa/9Xq9w8WDiIiIur+Oph7djPYjDs7+JuppOhX9q1atcll+5swZHDp0SHptNBqh\n0+kQERFxw7rh4eGoqqqC2WyWTsKKigpMmzZNKtdoNNKUo4qKCqf1tNe7d28EBgZCo9Fg6NChAACN\nRiO7bVFREY4fP+6wLDQ0FElJSbL7JCIioq7ndhIH+y8rmThQV5SVlQWdTuewbNy4cYiJiblj+3Rr\n9I8YMQJGoxEFBQWIiYnB3r17ERUVhZCQkBvWDQsLQ3h4OPLy8jB9+nQUFBRAoVBg2LBhAIDY2Fjs\n378fI0eOREtLC44cOYLU1FRpe7PZLD2ByWg0wmQyScOQsbGx2LNnD5YsWYLKykoUFxdj9erVLtse\nExNzRzuaiIiI/n/Z3xB9M7MW7HU04sB7HKiruBtfbrs1cVAqlUhPT8emTZuwdetWDB48GIsWLZLK\nt2zZAoVCgTlz5gAAFi9ejMzMTOTn5yMsLAzp6enw8mq77eKpp56CVqtFWloalEol4uLiMGLECKmu\ntLQ01NTUAACWLFkCAMjJyQEAzJgxA5s3b8a8efPg7++P5ORkDBw40J2HSkRERF2cbcRBqVR2eqTA\n/j7L9r/pQNRTKYSz55kSERERebgNGzYgNTUVAQEBaGxsvKltbDdIm0wmKUn4/PPP8dZbbwEAzp49\nK02FJupp3PpUJSIiIqKuwjbi0NlpSkDH9zVwxIF6MiYORERE1C3ZEgdvb++b3ubll1++4d5M+6lK\nfEoj9WRMm4mIiKhbsn3It90/eTM2bdqE5uZmh2X2owxMHKgnY+JARERE3dKtJA6BgYEIDAx0WGaf\nONg/qYmop+FUJSIiIuqWbmWqkjNMHIjaMHEgIiKibsmWONg/WvVW2N/jwMSBejImDkRERNQt9e3b\nFwBwu0+etx9x6My0J6LuhtFPRERE3dJ9990HAAgLC7utevgIVqI2PBOIiIioWwoKCsK7776LGTNm\n3FY99lOViHoyJg5ERETUbX3wwQe3XQdHHIjacKoSERERkQtMHIjaMHEgIiIicoFPUiJqw8SBiIiI\nyIWAgIC73QSiLoGJAxEREZELtse6EvV0TByIiIiIXGDiQNRGIW73V1GIiIiIujGLxSLdIM2PTdST\nccSBiIiIyAVvb28AwLRp0+5yS4juLj5fjIiIiEhGWVkZQkND73YziO4qTlUiIiIiIiJZnKpERERE\nRESymDgQEREREZEsJg5ERERERCSLiQMREREREcli4kBERERERLKYOBARERERkSwmDkREREREJIuJ\nAxERERERyWLiQEREREREspg4EBERERGRLCYOREREREQki4kD0U3Iysq6202gLozxQa4wPsgVxge5\n0tXig4kD0U3Q6XR3uwnUhTE+yBXGB7nC+CBXulp8MHEgIiIiIiJZTByIiIiIiEgWEwciIiIiIpLF\nxIHoJowbN+5uN4G6MMYHucL4IFcYH+RKV4sPhRBC3O1GEBERERFR18YRByIiIiIiksXEgYiIiIiI\nZDFxICIiIiIiWUwciIiIiIhIlvJuN4A8i9lsxpYtW/D333+jpaUF4eHhSExMxNChQwEAeXl5OHDg\nAIQQmDhxImbNmiVta9tOp9NhxYoVGD58uFT2zz//ICcnBxcuXMDgwYOxYsUKl+1obGzExo0bUVJS\nguDgYCQnJ+OBBx4AAJw6dQq7du3CtWvXoFKpMG7cOLz22mtQKBRO6zp06BCOHDkCjUaDhIQEvPDC\nC1JZQ0MDNm/ejPLycjQ2NiInJ0cqS0xMhEKhgBACra2tUKlUAACFQoGMjAwEBARg8+bNKC4uhr+/\nP1599VXp6QilpaVYuXIl1Go1hBBQKBRYvnw5hg0b5rSNKSkpaGxshEKhgEKhQGxsLObMmSOV//HH\nH/jmm2+g0+kQFBSE1NRU6T1p7/Tp09i2bRvq6+vx4IMPIiUlBX5+frL96slcHVdZWRmysrJQUVEB\nf39/JCUl4ZFHHnFaT3l5Ob788ktotVoMGTIEKSkpCA4OlsoLCgqwb98+XLt2DcHBwVi2bBn69+/v\ntK6CggLk5ORAr9fj0Ucfxbx58+Dt7Q2g7ZdCMzMz8d9//2HQoEFYsGAB7r33Xjf3Ctm4Kz5cXeMA\nnqeeyh3xceXKFezcuRNlZWUAgPvvvx+zZ89GUFCQtA6vH57JHfFhMBiwZs0aXL58GVarFVFRUUhO\nTkZYWJi0TpeJD0HUCQaDQezevVvU1tYKIYQ4fvy4mD17tjAYDKK4uFgsWLBA6HQ6UV9fL5YuXSp+\n+eUXaduff/5ZlJSUiEWLFomSkhKHes+fPy8KCwtFfn6+eP/992Xb8dlnn4lNmzYJo9EoTp48KWbP\nni2ampqEEELU1dWJxsZGIYQQzc3NYtWqVeKnn37qsK6TJ0+KU6dOifXr14vc3FyHsoaGBnHo0CHx\n559/ihkzZnRYx8yZM8XVq1cdlu3cuVOsWbNG6PV6ce7cOZGUlCSuXLkihBCipKRELF68WPY4bRYu\nXCjOnj3rtOzixYsiNTVVlJWVCSGEqK2tFdeuXXO6bkNDg0hKShKnT58Wra2tIjMzU3zxxRdSuat+\n9WQdHde1a9fE/PnzxZkzZ4TFYhHXr18XOp3OaR0mk0nMnz9f/PLLL8JkMons7Gzx3nvvSeXFxcUi\nPT1dXL58WQghhFarFc3NzU7runTpkkhKShLnz58XLS0tYtWqVSInJ0cqX758ucjNzRUmk0n89NNP\nIjU1VVgsFjf2CNlzR3wI4foax/PUc7kjPsrKysSvv/4qmpubhclkEl999ZVYvXq1VM7rh+dyR3yY\nzWbpvRdCiB9//FEsW7ZMet2V4oNTlahTVCoVEhIScM899wAAxo4dC6VSiStXrqCwsBCTJ09G//79\n0bdvX0ydOhXHjh2Ttp08eTKGDx8uZb32oqKiEBMT4/DtbUcMBgNOnTqFGTNmoFevXhg9ejQiIyNx\n8uRJAEBQUBACAgIAAFarFQqFAlqttsP6Ro8ejVGjRknf5tnr06cPpkyZIpuNCydPNS4sLERCQgLU\najWio6MxZswYFBUVudzGFavV6nR5Xl4e4uPjMWTIEADAPffcg8DAQKfr/v777xg8eDAeeugh+Pj4\n4MUXX8SJEydgMplk+9VTuTqu77//HhMnTsTIkSPh5eUFf3//Dr/BKSkpgY+PDyZOnAilUon4+Hhc\nuHABV69eBQDs2bMHiYmJ0jdEoaGhTmMKAIqKivDYY48hKioKvr6+SEhIwNGjRwG0fTN5+fJlTJ8+\nHUqlEk899RSEEPj333/vQO+Qu+IDcH2N43nqmdwVH0OGDMGECRPg5+cHpVKJp59+GufOnZPKef3w\nTO6KD29vb+m9t1qt8PLyQnV1tVTeleKDiQPdlqqqKjQ3N2PAgAGorKx0+IAdGRmJiooKt+9Tq9XC\n19dXSl4AICIiApWVldLrf//9F0lJSUhOTsalS5fw5JNPur0drjQ3N6O+vh6RkZHSsvb9UVtbi7lz\n5yItLQ27d+92SCQ+/vhj5OfnO9T5+eefY968efj0009RU1MjLS8vL0dDQwMWL16MhQsXIisrC2az\nWSp/4403cPbsWQBAZWWlQ5v69+8PpVIJnU53U/3qiTo6roqKCpSXl0MIgbfffhtvvvkmNm7ciJaW\nFmm99PR0HD9+HMCNfefj44PQ0FBUVFTAarXiwoUL0Gg0WLBgARYtWoS9e/dK69bU1OCNN95AbW2t\nVFf7c6Wmpgatra2orKzEwIEDoVT+byaprb3kfu6KDzk8Tz3TnYqP0tJSREREAACvHx7M3fGRnp6O\nmTNn4quvvsLzzz8PoOvFB+9xoFtmNBqRmZmJuLg4+Pr6wmAwwNfXVyr38/ODwWBw+37b78e2r6am\nJun1sGHDkJWVhatXr+LYsWPo06eP29sh10YAUKvV0jJfX1+0trYCAMLCwrBu3TqEhYXh8uXLyMjI\ngFqtxtSpUwEAy5Ytc6gvLS0NUVFRMJvN+Pbbb7F27VqsXbsWAFBXV4fffvsNH3zwAby9vfHJJ5/g\nu+++Q3x8PABg27ZtDu1qP6pje+/MZrNsv3qijuLl+vXrqKurQ2FhId59910EBQUhMzMTO3bswPz5\n8wEA69atc1mPre8aGhpgtVrx119/ISMjA01NTVi9ejVCQkIQGxuL4OBgh/ehtbXVoS7b3waDweV+\nyP3cFR9yeJ56pjsRH1qtFtnZ2XjrrbcAgNcPD+bu+Fi3bh1MJhOKioqk+1+6WnxwxIFuicViQUZG\nBgYOHIiEhAQAbR+S9Xq9tE5LS4vDB+dbtWXLFiQmJuL1119HUVHRDftxta+QkBCEh4dj69atTuu6\nU2xtsT8Z9Xq9dAN1YGCgNOQ4aNAgJCQk4Pfff++wvqFDh0KpVEKtViMxMRFarVaafuXj44NnnnkG\nffv2hb+/P6ZOnYrTp0932C77bzxs7VKr1Z3qV0/i6rhUKuSwMkIAAAVRSURBVBUmTJiAAQMGQKVS\nIS4uzmXfta/H1nc+Pj4AgOnTp8PX1xchISGYMmVKh3WpVCqHumx/d/Q+2PZD7ueu+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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "st.plot()\n", "st.remove_response(inventory=inv)\n", "st.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- several options can be used to specify details of the deconvolution (water level, frequency domain prefiltering), output units (velocity/displacement/acceleration), demeaning, tapering and to specify if any response stages should be omitted" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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zzz/PDAYD27p1KwsODhbuVrRp0ybhzkEXLlxg9957r8O7u5SVlTGDwcCef/559uabbzKj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\niXou1qxZw6VLl7h79y6Dg4PU19er8ZKeno7VaqWhoQFN02hqamLKlClRl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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "st = obspy.read(\"./data/waveform_PFO.mseed\")\n", "st.remove_response(inventory=inv, water_level=60, pre_filt=(0.01, 0.02, 8, 10), output=\"DISP\")\n", "st.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, if station metadata is not available from the operator or from the data center serving the data, or in case of temporary station deployments and field campaigns, full station metadata can be assembled using ObsPy, including response information gathered from the [IRIS Nominal Response Library (NRL)](http://ds.iris.edu/NRL/):\n", "" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Inventory created at 2017-10-22T18:50:27.538547Z\n", "\tCreated by: ObsPy 1.1.0rc7.post0+27.g04bbbf2540.obspy.read.isf\n", "\t\t https://www.obspy.org\n", "\tSending institution: ObsPy-Tutorial\n", "\tContains:\n", "\t\tNetworks (1):\n", "\t\t\tXX\n", "\t\tStations (1):\n", "\t\t\tXX.ABC (First station)\n", "\t\tChannels (1):\n", "\t\t\tXX.ABC..HHZ\n", "Channel 'HHZ', Location '' \n", "\tTime range: -- - --\n", "\tLatitude: 1.00, Longitude: 2.00, Elevation: 345.0 m, Local Depth: 10.0 m\n", "\tAzimuth: 0.00 degrees from north, clockwise\n", "\tDip: -90.00 degrees down from horizontal\n", "\tSampling Rate: 200.00 Hz\n", "\tResponse information available\n" ] } ], "source": [ "import obspy\n", "from obspy.core.inventory import Inventory, Network, Station, Channel, Site\n", "from obspy.clients.nrl.client import NRL\n", "\n", "\n", "# We'll first create all the various objects. These strongly follow the\n", "# hierarchy of StationXML files.\n", "inv = Inventory(\n", " # We'll add networks later.\n", " networks=[],\n", " # The source should be the id whoever create the file.\n", " source=\"ObsPy-Tutorial\")\n", "\n", "net = Network(\n", " # This is the network code according to the SEED standard.\n", " code=\"XX\",\n", " # A list of stations. We'll add one later.\n", " stations=[],\n", " description=\"A test stations.\",\n", " # Start-and end dates are optional.\n", " start_date=obspy.UTCDateTime(2016, 1, 2))\n", "\n", "sta = Station(\n", " # This is the station code according to the SEED standard.\n", " code=\"ABC\",\n", " latitude=1.0,\n", " longitude=2.0,\n", " elevation=345.0,\n", " creation_date=obspy.UTCDateTime(2016, 1, 2),\n", " site=Site(name=\"First station\"))\n", "\n", "cha = Channel(\n", " # This is the channel code according to the SEED standard.\n", " code=\"HHZ\",\n", " # This is the location code according to the SEED standard.\n", " location_code=\"\",\n", " # Note that these coordinates can differ from the station coordinates.\n", " latitude=1.0,\n", " longitude=2.0,\n", " elevation=345.0,\n", " depth=10.0,\n", " azimuth=0.0,\n", " dip=-90.0,\n", " sample_rate=200)\n", "\n", "# By default this accesses the always up-to-date NRL online.\n", "# Offline copies of the NRL can also be used instead.\n", "nrl = NRL()\n", "# The contents of the NRL can be explored interactively in a Python prompt,\n", "# see API documentation of NRL submodule:\n", "# http://docs.obspy.org/packages/obspy.clients.nrl.html\n", "# Here we assume that the end point of data logger and sensor are already\n", "# known:\n", "response = nrl.get_response( # doctest: +SKIP\n", " sensor_keys=['Nanometrics', 'Trillium Compact', '120 s'],\n", " datalogger_keys=['REF TEK', 'RT 130 & 130-SMA', '1', '200'])\n", "\n", "\n", "# Now tie it all together.\n", "cha.response = response\n", "sta.channels.append(cha)\n", "net.stations.append(sta)\n", "inv.networks.append(net)\n", "\n", "# And finally write it to a StationXML file. We also force a validation against\n", "# the StationXML schema to ensure it produces a valid StationXML file.\n", "#\n", "# Note that it is also possible to serialize to any of the other inventory\n", "# output formats ObsPy supports.\n", "print(inv)\n", "print(inv[0][0][0])\n", "inv.write(\"station.xml\", format=\"stationxml\", validate=True)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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nwxb2s48iRTat+wAAaBNMeoas1KTQNnvurWB6umo8S4VYRFVoS1K3bt10xhln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\nvluwVZURH8c6jnsLds2j7SkK2iIiIiIx5htzJr4rboDNG9w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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Channel 'HHZ', Location '' \n", "\tTime range: -- - --\n", "\tLatitude: 1.00, Longitude: 2.00, Elevation: 345.0 m, Local Depth: 10.0 m\n", "\tAzimuth: 0.00 degrees from north, clockwise\n", "\tDip: -90.00 degrees down from horizontal\n", "\tSampling Rate: 200.00 Hz\n", "\tResponse information available\n" ] } ], "source": [ "cha = inv[0][0][0]\n", "\n", "cha.plot(min_freq=0.001)\n", "print(cha)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The contents of the NRL can be inspected in an interactive shell:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Select the sensor manufacturer (27 items):\n", " 'CEA-DASE', 'CME', 'Chaparral Physics', 'EQMet', 'Eentec', 'GEObit'\n", " 'GEOsig', 'Generic', 'Geo Space/OYO', 'Geodevice', 'Geotech',\n", " 'Guralp', 'Hyperion', 'IESE', 'Kinemetrics', 'LaHusen', 'Lennartz',\n", " 'Lunitek', 'Metrozet', 'Nanometrics', 'OSOP', 'REF TEK',\n", " 'Sercel/Mark Products', 'Silicon Audio', 'SolGeo',\n", " 'Sprengnether (now Eentec)', 'Streckeisen'" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nrl.sensors" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Select the Streckeisen sensor model (5 items):\n", " 'STS-1', 'STS-2', 'STS-2.5', 'STS-3', 'STS-5A'" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nrl.sensors['Streckeisen']" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Select the datalogger manufacturer (19 items):\n", " 'Agecodagis', 'DAQ Systems (NetDAS)', 'EQMet', 'Earth Data',\n", " 'Eentec', 'Generic', 'GeoBIT', 'Geodevice', 'Geotech', 'Guralp',\n", " 'Kinemetrics', 'Lunitek', 'Nanometrics', 'OSOP', 'Omnirecs',\n", " 'Quanterra', 'REF TEK', 'Seismic Source', 'SolGeo'" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nrl.dataloggers" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.2" } }, "nbformat": 4, "nbformat_minor": 1 }