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<?xml version="1.0" encoding="utf-8" ?>
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<meta name="generator" content="pandoc" />
<meta name="author" content="Robert Edmonds (edmonds@isc.org)" />
<meta name="date" content="2013-06-13" />
<title>dnstap: high speed DNS server event replication without packet capture</title>
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<body>
<div class="slide titlepage">
<h1 class="title"><em>dnstap</em>: high speed DNS server event replication without packet capture</h1>
<p class="author">
Robert Edmonds (<script type="text/javascript">
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</script><noscript>edmonds at isc dot org</noscript>)
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<p class="date">13 June 2013</p>
</div>
<div id="slides-and-code" class="slide section level1">
<h1>Slides and code</h1>
<h1>
<a href="http://dnstap.info/">http://dnstap.info/</a>
</h1>
</div>
<div id="introduction" class="slide section level1">
<h1>Introduction</h1>
<p>The DNS protocol is really complicated.</p>
<p>Extracting event information like client queries and cache updates from a running DNS server is hard.</p>
<p>Let’s build something flexible that can replace or supplement existing event monitoring technology.</p>
</div>
<div id="contents" class="slide section level1">
<h1>Contents</h1>
<ol style="list-style-type: decimal">
<li>DNS overview</li>
<li>Existing monitoring technologies
<ol style="list-style-type: lower-roman">
<li>Query logging</li>
<li>Passive DNS replication</li>
</ol></li>
<li>New technology: <strong>dnstap</strong></li>
<li>Getting the code</li>
<li>Future plans</li>
</ol>
</div>
<div id="dns-overview" class="slide section level1">
<h1>DNS overview</h1>
<div class="figure">
<img src="data:image/png;base64,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" />
</div>
</div>
<div id="query-logging" class="slide section level1">
<h1>Query logging</h1>
<div class="figure">
<img 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" />
</div>
</div>
<div id="query-logging-1" class="slide section level1">
<h1>Query logging</h1>
<p>Log information about <strong>queries</strong>:</p>
<ul>
<li>Client IP address.</li>
<li>Question name.</li>
<li>Question type.</li>
</ul>
<p>Usually <a href="http://en.wikipedia.org/wiki/Syslog"><code>syslog</code></a> based.</p>
<p>Core idea: the query log is generated internally by the DNS server in the normal course of request processing.</p>
</div>
<div id="query-logging-bind4" class="slide section level1">
<h1>Query logging: <a href="http://ftp.isc.org/isc/bind4/src/DEPRECATED/">BIND4</a></h1>
<pre class="sourceCode c"><code class="sourceCode c"><span class="ot">#ifdef QRYLOG</span>
<span class="kw">if</span> (qrylog) {
syslog(LOG_INFO, <span class="st">"XX /%s/%s/%s"</span>,
inet_ntoa(from->sin_addr),
(dname[<span class="dv">0</span>] == '\<span class="dv">0</span>') ?<span class="st">"."</span> :dname,
p_type(type));
}
<span class="ot">#endif </span><span class="co">/*QRYLOG*/</span></code></pre>
<p>– BIND 4.9.2 <code>named/ns_req.c</code>, circa 1994</p>
</div>
<div id="query-logging-unbound" class="slide section level1">
<h1>Query logging: <a href="https://www.unbound.net/">Unbound</a></h1>
<pre><code>log-queries: <yes or no>
Prints one line per query to the log, with the log timestamp
and IP address, name, type and class. Default is no.
Note that it takes time to print these lines which makes the
server (significantly) slower. Odd (nonprintable) characters
in names are printed as '?'.</code></pre>
<p>– Unbound config file</p>
<pre class="sourceCode c"><code class="sourceCode c"> <span class="kw">if</span>(worker->env.cfg->log_queries) {
<span class="dt">char</span> ip[<span class="dv">128</span>];
addr_to_str(&repinfo->addr, repinfo->addrlen, ip, <span class="kw">sizeof</span>(ip));
log_nametypeclass(<span class="dv">0</span>, ip, qinfo.qname, qinfo.qtype, qinfo.qclass);
}</code></pre>
<p>– Unbound <code>daemon/worker.c</code></p>
</div>
<div id="query-logging-bind9" class="slide section level1">
<h1>Query logging: <a href="http://ftp.isc.org/isc/bind9/">BIND9</a></h1>
<pre class="sourceCode c"><code class="sourceCode c"><span class="dt">void</span>
ns_client_logv(ns_client_t *client, isc_logcategory_t *category,
isc_logmodule_t *module, <span class="dt">int</span> level, <span class="dt">const</span> <span class="dt">char</span> *fmt, va_list ap)
{
<span class="dt">char</span> msgbuf[<span class="dv">4096</span>];
<span class="dt">char</span> peerbuf[ISC_SOCKADDR_FORMATSIZE];
<span class="dt">char</span> signerbuf[DNS_NAME_FORMATSIZE], qnamebuf[DNS_NAME_FORMATSIZE];
<span class="dt">const</span> <span class="dt">char</span> *viewname = <span class="st">""</span>;
<span class="dt">const</span> <span class="dt">char</span> *sep1 = <span class="st">""</span>, *sep2 = <span class="st">""</span>, *sep3 = <span class="st">""</span>, *sep4 = <span class="st">""</span>;
<span class="dt">const</span> <span class="dt">char</span> *signer = <span class="st">""</span>, *qname = <span class="st">""</span>;
dns_name_t *q = NULL;
vsnprintf(msgbuf, <span class="kw">sizeof</span>(msgbuf), fmt, ap);
ns_client_name(client, peerbuf, <span class="kw">sizeof</span>(peerbuf));
<span class="kw">if</span> (client->signer != NULL) {
dns_name_format(client->signer, signerbuf, <span class="kw">sizeof</span>(signerbuf));
sep1 = <span class="st">"/key "</span>;
signer = signerbuf;
}
q = client->query.origqname != NULL
? client->query.origqname : client->query.qname;
<span class="kw">if</span> (q != NULL) {
dns_name_format(q, qnamebuf, <span class="kw">sizeof</span>(qnamebuf));
sep2 = <span class="st">" ("</span>;
sep3 = <span class="st">")"</span>;
qname = qnamebuf;
}
<span class="kw">if</span> (client->view != NULL && strcmp(client->view->name, <span class="st">"_bind"</span>) != <span class="dv">0</span> &&
strcmp(client->view->name, <span class="st">"_default"</span>) != <span class="dv">0</span>) {
sep4 = <span class="st">": view "</span>;
viewname = client->view->name;
}
isc_log_write(ns_g_lctx, category, module, level,
<span class="st">"client %s%s%s%s%s%s%s%s: %s"</span>,
peerbuf, sep1, signer, sep2, qname, sep3,
sep4, viewname, msgbuf);
}</code></pre>
<p>– BIND9 <code>bin/named/query.c</code></p>
</div>
<div id="dealing-with-dns-text-logs" class="slide section level1">
<h1>Dealing with DNS text logs</h1>
<pre><code>Jun 09 20:24:41 unbound[30101:0] info: start of service (unbound 1.4.21).
Jun 09 20:24:43 unbound[30101:0] info: 127.0.0.1 www.example.com. A IN
Jun 09 20:24:50 unbound[30101:0] info: 127.0.0.1 www.isc.org. A IN
Jun 09 20:24:54 unbound[30101:0] info: 127.0.0.1 www.example.com. AAAA IN
Jun 09 20:24:57 unbound[30101:0] info: 127.0.0.1 www.isc.org. AAAA IN</code></pre>
<pre><code>Jun 10 02:48:43 zappa named[6666]: client 70.89.251.89#37412 (jj.mycre.ws):
query: jj.mycre.ws IN TXT -E (149.20.54.65)
Jun 10 02:48:44 zappa named[6666]: client 70.89.251.89#58265 (jj.mycre.ws):
query: jj.mycre.ws IN TXT -ET (149.20.54.65)</code></pre>
<p>Protocol elements have been converted to text format.</p>
<p>How to parse? (Regular expressions? Now you have two problems…)</p>
<p>Different DNS servers use their own formats.</p>
</div>
<div id="google-public-dns" class="slide section level1">
<h1><a href="https://developers.google.com/speed/public-dns/privacy">Google Public DNS</a></h1>
<div class="figure">
<img src="data:image/png;base64,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" />
</div>
</div>
<div id="passive-dns-replication" class="slide section level1">
<h1>Passive DNS replication</h1>
<div class="figure">
<img 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" />
</div>
</div>
<div id="passive-dns-replication-1" class="slide section level1">
<h1>Passive DNS replication</h1>
<p>Log information about <strong>zone content</strong>:</p>
<ul>
<li>Nameserver IP address.</li>
<li>Record name.</li>
<li>Record type.</li>
<li>Record data.</li>
</ul>
<p><a href="http://en.wikipedia.org/wiki/Pcap"><code>Packet capture</code></a> based.</p>
<p>Core idea: pull records out of <strong>binary DNS response messages</strong>.</p>
</div>
<div id="passive-dns-replication-bfk" class="slide section level1">
<h1>Passive DNS replication: BFK</h1>
<embed src="papers/weimer_passive_dns_replication.pdf" width="900" height="576">
</div>
<div id="passive-dns-replication-isc" class="slide section level1">
<h1>Passive DNS replication: ISC</h1>
<embed src="papers/edmonds_passive_dns_architecture.pdf" width="900" height="576">
</div>
<div id="dealing-with-dns-packet-captures" class="slide section level1">
<h1>Dealing with DNS packet captures</h1>
<pre><code>14:48:26.002226 IP 69.94.222.154.32975 > 198.41.0.4.53: 64443% [1au] NS? . (28)
14:48:26.026313 IP 198.41.0.4.53 > 69.94.222.154.32975: 64443*- 13/0/20 NS
K.ROOT-SERVERS.NET., NS L.ROOT-SERVERS.NET., NS M.ROOT-SERVERS.NET., NS
A.ROOT-SERVERS.NET., NS B.ROOT-SERVERS.NET., NS C.ROOT-SERVERS.NET., NS
D.ROOT-SERVERS.NET., NS E.ROOT-SERVERS.NET., NS F.ROOT-SERVERS.NET., NS
G.ROOT-SERVERS.NET., NS H.ROOT-SERVERS.NET., NS I.ROOT-SERVERS.NET., NS
J.ROOT-SERVERS.NET. (615)</code></pre>
<p>DNS messages are encoded into packets.</p>
<p>Query messages fit into one packet.</p>
<p>Response messages sometimes require multiple packets.</p>
</div>
<div id="dealing-with-dns-packet-captures-1" class="slide section level1">
<h1>Dealing with DNS packet captures</h1>
<div class="figure">
<img 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" />
</div>
</div>
<div id="dealing-with-dns-packet-captures-2" class="slide section level1">
<h1>Dealing with DNS packet captures</h1>
<p>Need to:</p>
<ul>
<li><p>Reconstruct query/response state.</p></li>
<li><p>Reassemble UDP fragments.</p></li>
<li><p>Verify UDP checksums.</p></li>
<li><p>Reassemble TCP streams.</p></li>
</ul>
<p>This is hard. The networking stack and DNS server are already doing these things. Why bother?</p>
</div>
<div id="introducing-dnstap" class="slide section level1">
<h1>Introducing <em>dnstap</em></h1>
<ul>
<li>Key insights:</li>
</ul>
<ol style="list-style-type: decimal">
<li><p>Query logging does not imply text format logging.</p></li>
<li><p>Passive DNS replication does not imply packet capture.</p></li>
</ol>
</div>
<div id="introducing-dnstap-1" class="slide section level1">
<h1>Introducing <em>dnstap</em></h1>
<ul>
<li><p>Flexible, structured event replication format for DNS servers.</p></li>
<li><p>DNS server hooks for generating <code>dnstap</code> format payloads.</p></li>
<li><p>Helper library <code>libdnstap</code> for adding support to servers.</p></li>
<li><p>Capture tool for receiving payloads from <code>dnstap</code>-enabled servers.</p></li>
</ul>
</div>
<div id="section" class="slide section level1">
<h1></h1>
<div class="figure">
<img 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aSDbc+ePbSRzWaTDicdHR2+/I29XE07R3qlGwCQ4RsaErgBAHx8fHjtmzZtIvatW7c2+Ry/50YSAD2dXEZGpqKiQkBO3nldEyZM4E3icrl6enp8+pXL5ZIeNQAYMmQIbd+6dSsAZGZmNtRQbW3tqVOnyG3MB5PJbJR8pIT7OTT2Tps1axapQVVV9erVqxRFVVdXk9n3ixcvJnnS0tJInro9oCkpKQAwZswY2tIoB4RpvS4osBAEaWvQr5szZ86sm/r06VOSWld2cLlcOiJR//79ablA8fQG/frrr3XrJH/KTCbz3r17dCuzZs0aOHDgzZs3ees3MjICAGNj47rDCvT4zpkzZ/iSgoODSVKnTp3q+kzqlJKS4ovQTVEUWVcvJydX1+e6cLncfv36AYCRkRHvS/k///xDWv/tt9/48jf2cjXtHGfPnk2Spk+fzpdEhyTg65ygZ2SnpqY2+RybfCMJhh7udHFxEZCtqqqK3oEHAI4dO8abShTDqlWr+Erxzr6iRbybmxtfT2q9cLnc2NjY6dOn87ZLaFQ/1jd/Dt9zp/EKGjabXVBQQH9cv349ybN3714+l3Jzc4Fn4K9RDgjZel1QYCEI0qYoLi5WUVEBAAkJibqdPRRF/f333+S/cunSpXxJdJ8Ei8X6+PEjb9LQoUNJUr1jOrwLwcaNG5eYmFivb/QcW19fX74k+mndtWvXututzJ8/vyGfk5KSSNKsWbP4kmjxoaamRhv3799v/v9Dq4dbt26R/P7+/nT+a9eukcetg4MDPfjYtMvVtHPkcDhEJjKZzPT0dL5SHz9+JKV69epFG+mYnJaWlnz5hT/H77mRBMDlcrW1tUnBdevWCch5/fp1+qaSl5fnHQqkKGrPnj0AEBMTw1eKzWaTnhUAmDZtGkVR1dXVLBZr3rx5fDl9fHxIZ0xdioqKtm/fzrsb9MCBA4U/x2/+HBp7p9HR6jU0NMjocL3QPXCfP3/mSyKdoM+ePWuCA0K2XhcUWAiCtCno8ZfJkyfXm4Hu7X/w4AFfUmBgIEnimyD14cMHEgdcS0uLt5+G5tWrV3zxG93c3O7fv8+XjQ7MHRkZ2VDS9u3b69ZPd/zUrZNsosJkMuuKAHrRVteuXWlj3WgCK1euJEkzZ84klqioKDabHRsbO2HCBABQVFQMCAioux1eYy9X087x/v37xD527Ni6pehZRyNHjqSN9KS0utJH+HP8nhtJAC9fvqSv/KNHjwTkdHNzo3NOnTqVL3X06NEsFqve2T8HDhwgpaSkpD5//kxGUfmGOKurq6WkpNasWSPAgerq6kGDBpGq2rdvL/Qpfvvn0Ng7bc2aNSR/3QmINPSsOzs7u7qpCxcu7NChAy3rG+WAMK3XCwosBEHaFBMnTiT/hidOnKibWlZWRlbFa2pq1t1omUxnlpeX//r1K689ICCA1PnHH3801G5ubu4ff/zBG7hIWlo6OjqazsDhcMhAg5KSUt3nIr1+Pi0tjS+pqKiIjLloaGjU9ZmMdPTt27euS3/++Sepkx7voOfw8nLjxg2SSodEGjdunIaGhpSUlJOT0/79+xtahNjYy9W0c6RnrYWFhdX1ISgoiKTyijY6AHpd6SP8OX7PjSQA2mElJaV6xTqB7u0DAAUFBb7B39raWhUVlUGDBtVbtrKyku4k8/PzW7lypYSERElJCW8e0vs4ZcoUwd5+/vyZ1CMrKyv0KVLUt34Ojb3TyIAvi8UqLi5uqEXSpQcAdVVjRUWFqqoq72tAoxwQpvV6QYGFIEibws7Ojvx11jtOR+/Uxjubh0yHop8l3t7evEXYbLaBgQFJqjsznaKojIwMWmGUlJSsXbuWnsLCO8X74cOHxDh+/HjaSP9lk6e1tLR03blZu3fvJgXpxyGdJy8vj/QV8Y50EGpqauheBHoqjGCI20pKSoGBgdHR0YLnXzfhcjXtHOkg7HVnmHE4HBLvgMlkvn//nhhzcnLIgjVe6UP3SQh/jk2+kQRDh8tyd3dvKA+Xy+WNqrV7926+DGQH6xUrVjRUAz3HX0VFxcbGpl+/fnwZyGSjnj17ftNhMj4rzBQugjA/h0bdaSRAGtTXjceLp6cnyVa3X/DAgQOKioq5ubm0RXgHhGy9XlBgiZi0tDSy7SuCIM0CvW6fr1uFoqiamhp6Wgm95P7KlSvDhw+neAZWIiIieEuR3Uh4n0afPn1ydXUl/9fkQSstLe3n50cXefv2Ldl8V0lJiTbS/Tp0j8i1a9e0tLTKy8up//7xDQwM+HzmcrlWVlak4Pnz5ymKqqys7NOnT1JSEkVRdITSgwcP8hU8ceIESerbt6+Q0Yw0NDQAoGPHjsJkbsLlato5ElmmpKRU9yzo3WN455/RYSBo6XPz5k0DAwPyEBX+HJt8IwmgpqZGQUGBFNy5c2dD2Xbu3Emrq8GDB9ftISODrXyRKXgpLi7m7T0KCAjgy/Dbb7+RpHrfGWjIPtAAQAsFwQj5c2jUnUbv/CN4oj29rIGvF6qgoEBDQ4NvupvwDgjZer2gwBIxq1evlpCQELUXCNJ2oHe9JY9nXuhQ1wCQnZ1NUVRmZqaqqurx48cpiiKhn1VUVGpqanhL+fv7kyLbtm2jKKqsrMzGxsbT05M87+kgjZ07d+YtpaurC///0jYS+ZPJZJKVRxkZGWpqaqROiqLI6noWi8X3NKV1DACQgJnLli1zdHQks0nGjRtHkvjCY5aUlJD9ZKSkpJ4/fy7kpXN0dAQAGRmZukNXN2/eXLZsGa/EacLlato5GhsbQ31hNquqqsiYo76+fk5ODm2nrwnRahkZGerq6gcOHGjsOTb5RhIAHVSi3moJUVFREhISJM+gQYPqdq6Ul5fr6OgAAN/CAj6WLVtGt1V3qNTJyYkk9ezZs7KysqFK1q5dCwCKiop0RCvBCPlzaNSdRmYN1r3T+CBj5QDAu7KvpqZm+PDh1tbWfJdReAeEbL1eqqqq6PpRYIkAFFgI0ryQnXcBwNPTk57TyuFw1q1b17NnTzKg1q5dO4qivn79amdn5+HhweVyy8vLSXymujOa7e3tSYVv374tKysbOnSohYUFvZiIXnJ/9+5dusibN2+IkbeXgoTK1NXVpSiqqKioZ8+e9vb2tNSgJ4zTUoCiqNDQ0O7du5OCxOfIyEh5eXkSzLO6upr0UnTo0MHY2Jh+cS8qKqKXcfHW9k0OHjxISvFO5uVwOGvWrGEwGLyjkE27XE04R4onyhevIqmpqfH29gYAVVVVvj6Y7t2709InLy/PxsZm0qRJ9PNS+HNs2o0k+ArT88mYTGbdB3ZeXl5AQAC9//fIkSPrSh8ul0tLWMHS+cuXLzIyMlDfZC8ul0suOBFq9vb2dYdfa2tr9+7dS7YtunLliuDzohHy5yD8t1BZWUmiVU2aNElw07SgpDurcnJyPDw81NTU6q7/ENIB4Vv/JiiwRAAKLARpdubOnUv+Pe3s7AIDA/38/Dp16tSjR4/s7GwS6BkARo8ebWxs7ODgQEborly5Qux8W3lQFDV69GiSNHnyZENDQ2tra97+ktevX5MJxfPmzbt69eqLFy/Onj1L1sn7+PjwPnHpCJAjR45s3759z549eV+1Kysr6Tng7u7u8+fPt7e319fXT01NJZNgAMDBwUFVVZUOrEUPxt28edPExERXV3fOnDnTpk0j4cVZLNbhw4cbdd24XC69bd+4ceM2bdq0ZMkSc3NzaWnpzZs3855L0y5XE86RoqiSkpJOnToBgImJyYULF168eHH+/HkSuNLGxqZu4AZ64Zunp6eurq6npyevvBD+HKkm3Uj1cu/evfXr18+YMYMoHsKECRN27NgRFBS0Zs2aBQsWODo6knE0AOjYsePZs2f5nElLS/vrr7/orQMBQFNT87ffftu2bVtDk+VJ/DCyQyUvZN/onj17VlRUbNiwgcViycjITJo0ae/evRcuXDhw4MCSJUvIPWxqalp34aoAhPw5CP8thIeHk2ynT58W3HRJSQk9bjtgwAB3d3clJSVjY+NXr17VzSykA8K3/k1QYIkAFFgI0uxwudzTp087OTmpqqoqKSn17Nlz586dZOHenTt3rK2tZWVlzczM1q1bR6/mI0vuyR7DfLVlZma6urqyWKzOnTtv2rSp7hryz58/BwYG2traamlpycjImJmZeXh41J2xkZyc3LdvXzk5OSsrq6CgoLodGBUVFf7+/sQ9opbI8NPVq1c7dOggJydnb29P7+lBURTZN01JSammpiY1NXXgwIGKiopycnLm5uaLFy+mJ3039tL9888/zs7OWlpaLBbLwsJi4cKFdcOUN/lyNfYcCZWVlTt27LCzs2vXrp20tLSuru7IkSNPnz5d7/K9Fy9e2NjYsFisHj16nDx5sm6vkpDnSDXpRqqXadOmQcOwWCxNTU1y2yxfvjw2NrbenjA67BYf9c5OI6SlpTGZzODgYD775cuX1dTU6Ej6eXl5mzZtGjBggI6OjpSUlLy8vImJyeTJky9cuCBgnWNDCPlzEPJbIBpXUlJSmABUhYWF8+bN69ixI4vF6tKly/r16+ven41yoFGtC4ZBNbCLOPLjCAwMDAwMrHcreARBkIagKMrMzCw9PX3MmDEXLlwQtTsIggiCKWoHEARBEKFISUkhkRXpmOkIgrRaUGAhCIKIB3SEgsGDB4vWEwRBvgkKLARBEPEgNDQUAPT19Uk4BgRBWjMosBAEQVo1FEWVlpaePHmS7NDHZDLfvHlTVVUlar8QBBGEpKgdQBAEQQRx+/ZtErCUkJmZaWlpKSUlVVlZSUenRBCktYGrCEVAaWlpWVkZdvIjCIIgSFti2bJlvXr1IpHhcIhQBCgpKaG6QhAEQZA2xsGDB8lQPqDAQhAEQRAEaXZQYCEIgiAIgjQzKLAQBEEQBEGaGRRYCIIgCIIgzQwKLARBEARBkGYGBRaCIAiCIEgzgwILQRAEQRCkmcFI7mJPVVUV2QJWXl5+yJAhAFBWVnbjxg0AUFFRGTBgAAAUFhZGRUUBgKamppOTEwDk5OTcu3cPAHR1dfv27QsAWVlZjx49AgBDQ8OePXsCwPv37+Pi4gCgY8eO3bp1A4DU1NTExEQAsLS07Ny5MwC8fPnyzZs3ANC1a1czMzMASEhIePv2LQDY2toaGxsDwJMnTz58+AAAffr00dPTA4AHDx58+fIFABwcHLS0tAAgOjo6Pz8fAPr376+qqgoAt27dKikpAQA3NzcFBQUAuHbtWkVFBQCMGDFCRkYGAEJDQ2trawFg9OjRTCYTAC5cuAAAEhISo0aNAoDa2lqyfZusrOzw4cMBoLy8/Pr16wCgqKhIdswtLi6OjIwEADU1NVdXVwDIy8u7e/cuAGhpaTk4OADA58+fHz58CAB6enp9+vQBgMzMzKdPnwKAsbGxra0tAKSnpz9//hwAzM3Nu3TpAgCvX79OTk4GACsrKwsLCwBITExMTU0FABsbGxMTEwCIi4t7//49APTq1cvAwAAAHj16lJWVBQD9+vXT0dEBgHv37uXk5ACAs7OzhoYGAERFRRUWFgLAwIEDlZWVASAiIuLr168AMHToUBaLBQBhYWHV1dUA4OHhISUlBQCXLl3icrkAMHbsWADgcDiXL18GAGlpaXd3d7yX8F7CewnvpdZzLw0YMEBFRQXEGgppcaKjo1evXt1ctS1btox8lUZGRsTy+vVrYrG2tiYW8g8FAE5OTsQSERFBLO7u7sRy9uxZYpkyZQqxHDhwgFgWLFhALJs3byaWv/76i1iWL19OLFu3biWWefPmEcuhQ4eIxcvLi1jOnz9PLOQ/BQBu3rxJLOT/AgCePHlCLOS/AABSUlKIhfzOASAnJ4dYlJSUiKWqqoqiKPIrBQA5OTmSoaioiFi0tbWJhfxrAICFhQWxkH8fAOjduzexREdHE8vgwYOJhfwbAsD48eOJ5d9//yWWWbNmEcuuXbuI5c8//ySWwMBAYlm7di2xLF68mFiCg4OJZcaMGcRy/PhxYiH/MgAQFhZGLPQ2KTExMcRCnjQAkJiYSCzkKQIAmZmZxNKuXTtiKSkpIRby7216iu0AACAASURBVM9gMMhH8lQAABUVFWIhTxfAewnvJQDAewnvJZHeS/Hx8ZQY4uDgsGXLFnKMW+WIgMDAwMDAQDab3Sy1derUycTEZMuWLVJSUuTlo6am5t27dwAgKytrZGQEAJWVlZmZmQDAYrHI30F5efnHjx8BQEFBgby9lZWVffr0CQCUlZXJC0pxcXF2djYAqKqqkve5wsLC3NxcANDQ0CCvLHl5eQUFBQDQrl07NTU1AMjJySF/Hzo6OuQl5suXL+Sdr3379oqKigCQlZVFXmv09fXl5eUB4MOHD+R3ZWRkJCsrCwDv378nLzodOnSQlpYGgLdv35L3QlNTU7IFW1paGofDAQBzc3MGgwEA5LWVyWSSHzaHw0lLSwMASUnJjh07AkBtbS15kZWWlu7QoQMAVFdXk383OTk5Q0NDAKioqCCvtvLy8vr6+gDw9etX8vampKSkq6sLACUlJeQRoqKioq2tDQBFRUXkfU5NTY38iRQUFOTl5QGApqamuro6AOTm5pI3PC0tLfJCnJ2dXVxcDAC6urrkf/nTp09lZWUAoKenR16RP378WF5eDgCGhoZycnIAkJmZWVlZCQDGxsbk7+ndu3c1NTUAYGJiQt4L09PTyT1mZmZGXqPJIwEAyGsrRVEpKSkAICEhYWpqCgBsNjs9PR0A8F7CewnvJbyXRHUvHTt2zN/f/8aNG1ZWViDOoMASAc0usGxsbE6ePNkstSEIgiAI8v3gHCyxZ+3ateQtBEEQBEGQVgIKLLGH7NqNIAiCIG2AioqK7Ozs9u3bk3FG8QXDNCAIgiAI0lqIjo42MTF59eqVqB35XlBgiT1LlizZs2ePqL1AEARBEOR/oMASe65evUpCoSAIgiCIuKOgoGBpaUmWbYo1OAcLQRAEQZDWgqOjYxsYHwQUWG2AnTt3in24WwRBEARpW6DAEgGKiookKFyzQIfTRRAEQRBxp7S09O3btxYWFiR+qfiCc7BEwMKFC0lAXgRBEARBeLl//3737t1J+HuxY+DAgTt27CDHKLDEnrlz527ZskXUXiAIgtRPbW0t4z82btxYUFAwdepUFRUVCwuLJ0+e8ObMzs6eNm2aoaGhurr69OnTy8vLu3TpYmhoSO84oq+vT+qZNm3aly9fRowYIS8v36VLl0ePHlEUtXr1anV1dT09vTNnzvD5UFpa6uvra2Njo6mp6ejoSD+8KYo6fPiwtbW1tbW1rq7u9OnTye7OAkolJCTQp3Px4sWdO3dqamra2tomJycPHDhQRkaGwWD4+fmRGuzs7MzNzQ8fPtzkOvlOhKIoaWlpknPRokUXLlyws7NTU1Pz8fEhO/8IU1tFRcWKFSucnZ3t7OycnZ0fP37M931t2bLF1dW1d+/e1tbWvr6+ZJOcpl1GwVe47REfH/+/DpQW3gcRaXYsLS0nTZokai8QBEHqh81mP3z4cNSoUQBw/vz5IUOGbNq0iWgOR0dHOltCQoKurq6Ojs6pU6dev37t5+dHNhimN3WmKOrZs2dz5swBgM2bN7u6ugYFBZHtjfv163f48OG1a9deuXJFTk5OTU2N14GkpCQTE5OVK1ey2WyyZ+KAAQNI0r59+wDgzJkzFEWRTQA9PDwElyopKbl161aPHj0AICAgYP78+cOGDQOATZs2URTVv39/AHj69CmpZOHChQBgZ2f3PXXywuVyc3JyZs+eDQC2trZ//fVXSkoKidTj5eVF8giuLSUlxdzc3M3NraysjKKoXbt2SUlJvXz5kpTNysrq3bu3ubl5eno6RVFEqk6cOLHJl1FAUkM8ePDAzs6O3k5bvFBTU1u4cCE5RoEl9qDAQhCk9TNmzBiihMiTmzyhR4wYQVJra2utrKxkZWUTExOJhc1mS0pKAkBkZCRvPUuWLAGAbt26JScnUxRFdkQ2NDSMjo6mKOrr16/S0tJmZmZ0/qqqKgsLCycnJy6XS1FUUlISALi5uZHUfv36AcD79+8piho3bpy0tHRAQMA3S1EU1alTJwDw9fWlKOru3bszZswgmx+zWCxDQ0NSiqIosmUy0YhNq7Peizlt2jRe+cVms9XV1flkZb21VVdXd+/eXVpaOisri2Qj2zwTccblcgcMGCArK/vhwweKoqqrq8kOzWPGjGnaZRSc1CZBgdWmiI2NpV8+EARBWiFVVVWKiopMJvPZs2fEQiY20BJh9+7dALB06VK6CBlIUlZWrqmp4a2qc+fOAHD27Fny8dy5cwAwd+5c8pFse09UBWHDhg0AcOXKFYqikpOTu3bt2rFjx6SkJJLq7e0NAKampv/++291dXV1dbUwpd6+fQsAOjo6pBOI5vz58wBAP1+p/4TIiRMnmlxnXbhcrq6uroGBAe0th8ORlZVVV1en8zRUW3BwMAD88ssvtCUvLw8AevToQVHUqVOnAOCPP/6gU+/fvx8ZGVldXd20yyg4qU2CAgtBEARpOSIiIgBg1qxZ5COXyzU3NweAtLQ0Yhk0aBAApKam0kVu3LhBD07RpKenA4CDgwPdRTRr1iwAyMjIIB8dHBwA4NWrV3QRZ2dnADhy5MiMGTN69OgREBBQUVFBpxYWFnp4eJAJM+3btyfdYN8stX37dgDYs2cP32lOmTIFAG7evElbAgMDdXR0ysvLm1xnXeLj4wFgy5YttOXFixcA4Orq+s3aJk6cCAAhISG05e7duwDg7e1NUdT06dMB4P79+3UbbdplFJzUEPn5+VFRUd8Umq0TFFgIgiBIyzF37lzemUnkoe7i4kJRVHl5OZvN1tDQ4O2Aof4bUiRzd3Jzc4lx27ZtAHD69GnykcPhaGtr9+3bl3x8+fIlXS2bzWaz2RRFKSsrq6qqHj169NOnT3xevX///t69e1wuNzk5mUwRMzU1JUkCSlEU5eTkxGKxSkpK+OxWVlYMBqO4uJh8LC4u1tXV3bt37/fUWZe1a9cCQGxsLG3x9fUl89K+WVv37t0BgIzSEn777TcAOHjwIEVRZNpWYWFh3UabdhkFJAkgPDyczBb/Zs5WCAqsNsXkyZPb9pA2giBiDZfLbd++vampKd3tNH/+fAAgY0ZDhgxJSEjQ0tLS1dWlizx69IjJZDIYjKKiopCQEHro0MnJSUlJqaqqinwky9+2bt3KW+2ZM2e4XO6cOXOuXbtGUZSBgYG2tjavP9HR0WSgytDQEABu375NURSHw1FXV2/Xrh3JI6BUfn6+hITE+PHj656pvLy8hoYGOU0ulztmzBgrKyt6UKxpddbFzs4OAGihk5iYKCcn17FjR/qyCKiNqBzSo0ZRVG5urrq6urW1NRmHdXd3B4DPnz/T+a9fvx4YGCjYeQGXUUCSANqMwMIwDWJPfHx8amqqqL1AEASpn/j4+E+fPo0ePZrBYBALic6gq6s7bty4YcOGdevWbfTo0Z8/fz5w4EBOTs7FixeDg4PJYsB79+4FBQWtXLkSAAoKCu7fvz9kyBAZGRlSz5UrVwDAzc2NfHzw4AEAdOzY0dfXV19ff8iQIQAwceLE7OzsQ4cOcbnct2/f+vr6rlu3jsPhAICysrKsrCzptnn16lVxcfHUqVNJVQJKhYeHczgcetiLF3t7+/z8/D179qSlpc2ZMyc+Pv7q1avS0tLfUycf+fn5jx496t2794YNG0pLSxMSEsaOHaugoHDixAn6sgiojWjQsLAwACgrK/P29paUlDx69CiZzP7rr78CgJ+fX1lZ2du3b1evXu3j4/M9l1FAkgA0NTXd3NyUlJS+mbO1I1qth3w/uIoQQVqYr1+/pqWlvXjx4smTJzExMbdu3SIr2ngpLCz8+PFjaWmpSDxsVRB5xDukdfjwYR0dHUtLy3PnzhFLWVnZL7/8oqmpqaioOG3atMrKymXLlqmpqY0YMSInJ4fkOXbsGPw3YZzQpUuX9u3b0x1j+/bt09XV7dixI9EBxFhZWenv729kZKSgoNCpU6dt27bV1taSpPT09DFjxnTq1MnOzs7GxmbLli10koBSo0ePlpCQqHccLSsra9iwYfLy8u3bt//999/58jStTj6OHz8OAPfv358zZ46srKyxsbG3tzdZ9EcjuLYrV6707t3bzs7O2tp65syZ9OUlXLp0qXv37iwWS0dHZ9asWfRiw6ZdRgFJbRXeHiwG9V8AN6TFOHXq1OnTp8k7xPeTnJzMYrGMjY2bpTYEQQhVVVWJiYkpKSnkfZo3KTg4eMGCBbyWBQsW7Nq1i9cSFBS0aNEiAJCUlDQyMtLR0ZkxY4aPj08LeI60YSZNmnT16tWCggLS54S0NhYuXGhnZzd+/HjAvQhFQnp6+vXr15urNrJoGUGQZiEhIWHRokUpKSlfvnwhljFjxvAJLC0tLb5SVVVVDVnYbHZ6enp6ejpfJQCwf//+qKioLl26dO/e3cXFhcViNdtpIG0RNpsdERHh4uLSttVVTk5ObGysi4uLsrKyqH1pNEFBQfQxCiwEQX5SCgsL4+Li+LZLl5CQiI6O5rXU3RPNwMDAyspKTk5OVlZWRkZGRkama9eufHlUVFRMTU3z8/OLioqIRUdHhy9PTEzM+fPnSfAkADA1Nd23bx8JBY4gdbl9+3ZRUVHfvn1F7ciPJS4ubtSoUfHx8TY2NqL25btAgSX2eHh4WFhYbNq0SdSOIIgYwOFwnjx5cuPGjRs3bjx9+lRJSamgoICefA0ApqamTCaTy+XKysp26dLF3Ny8Z8+efJX07t2bBJAUwNy5c0lsAi6X++HDh+zsbCMjI748fNItLS1NQUGBLw9FUbzuIT8tu3btIvsLXb9+XU9Pb/LkyaL2CPkGKLDEnnr/lBEEqQuXy1VRUfn69SttKSoqSklJsbCwoC1ycnLXr1+3srLS1dVtlkaZTKaRkVFddQUAly5devz4cVpaWlRU1MOHDxkMRrdu3fjy2NrampiYjBw5cujQoaqqqs3iEiKO+Pr6knhXbR4dHZ0JEya0gbsdBRaCID8LTCbTycmJRNkhH/v3719TU8OXjUQVbwFo4bVixQqKouLi4uiV9oTk5OSEhISEhIQLFy5ISko6Ozv7+Ph4eXm1jHsIIhJsbGxOnz4tai+aARRYYk9ERATfnzKC/ORUV1eHhYWdPXvW09Nz7NixvElubm5v3rxxc3MbPHiwi4tL6+n9ZTAYJFwQL2RTFAKbzY6MjORwOCiwEEQsQIEl9hgYGIjaBQRpLWRnZ+/fv3///v05OTkAUFNTwyewZs+eTWItigXe3t729vahoaEhISH379/ncDgjR47ky1NUVKSiooLztJA2Q1ZW1u3bt0eMGKGmpiZqX74LjOSOIEgbISEhoX379qtXrybqCgAiIiIqKip484jd+nZjY+Pff/89Ojq6uLj4yJEjfHoRAPz9/U1MTIKCgkpKSkTiIYI0L4mJiVOnTs3MzBS1I98LCiyxx9XVlS/mIYL8nJC43uRYSUnJz8/v06dPbSa4lIKCwrRp0/im3hcWFh47duz9+/eLFi3S19f39fVNT08XlYcIgvCCAksEWFhYCLPnlJBkZ2cXFhY2V20IIi7U1tby9dlISkrOnz+/f//+V65cKSoqWr9+vYaGhqjcaxnevXsnISFBjsvKynbv3t2tW7fq6mrReoUg34OBgcHs2bPbwI8XBZYIGD9+/MWLF0XtBYKIK2lpaQsWLFBTU+PbnQYA/vzzz8jIyBEjRjCZP8WfW48ePfLz848fP05PkJ82bRquekHEGisrq/379+vr64vakaagrq5O9sgCANyLUOwpKiqSlJRUVFQUtSMI8sN58uTJmjVrwsPDyR+Xjo5ORkaGtLS0qP1qFTx48GDz5s07duzAnUkRRFSoq6v7+Phs374dcBVhG6C1RWO7ffv2u3fv3r179/79exkZmbi4OFF71CqQkpLS19dXUlLq0KGDsbFxnz59LC0tRe2U+LFhw4arV6/SH6WkpHJycsT0TbfZ6devX2hoKK8lJSWluLgYACwtLZWUlETkF4I0joyMjNDQ0EmTJmlqaoral+8CBRbSPJSXl58+fXrv3r0JCQm00cDA4MOHDyL0qvUgLS398uVLNptNPjIYDCcnp7lz544aNUrs1rW1BlxdXdesWdPmN2X7ThYuXEj2lY+KinJxcRG1OwgiFK9evfr9998dHR1RYCEipmfPnl27diV7VIkEiqL8/f23b99eNyL258+fReJSK4SiKFpdkY/R0dHR0dFycnJ//fWXn5+fCH0TI2bOnOnq6goA7u7uhoaGonYHQRCkQVBgiT3l5eVVVVWiar2goMDb25u8JROkpaW9vb1NTU07dOhgYGCgqqr6k0w3FgxZ8kYGT9PT00+cOMHhcACgsrLS398/PT09ODhYTk5O1G62doYNGyZqFxAE+bF06NBh6dKlWlpaonbke0GBhTSduLi4UaNGffz4kXzs3Lnz/Pnzvby8Ws/2I62NPn36kINt27YdPnx43759GRkZAHDkyJGnT5+GhIR06NBBlP4hCIKIGgsLi40bN4rai2YAuxbEnsTExGPHjrV8uykpKa6urkRdSUhIrFmzJjExcc6cOaiuhEFdXX3JkiVv3ryZM2cOsSQlJbm4uOTn54vWMQRBEKRZQIEl9khKStKRBluMioqKcePGlZaWAkC7du0iIiJWrFiBQ4GNRUZGZt++fSdOnJCXlweADx8+eHl5cblcUfuFtBG6d+8+aNCgQYMGifuebshPRVpaWmBgYHZ2tqgd+V4wDpbYQ57HLSxufHx8SLeZgoLCs2fPzM3NW7L1tsfdu3f79+9PZmUFBASsWrVK1B4hCIKIhmvXrg0bNiw+Pt7GxkbUvjQa3jhY2OUgArZu3dqM0/esrKy8vb2bqzZhuHTpEj0oefDgQVRX34+Tk1NgYCA5Xr169fPnz0XrT6tl165dPj4+Pj4+iYmJovYFQRCEnx07dowfP54co8ASARUVFQUFBaL2ounQ+5PMmzdvwoQJonWmzeDn50ciFVEUVXcHGIRw586dY8eOHTt27NOnT6L2BUGQH4K5ufn69ev59jUXF7y9venFTCiwxB45ObmW3HosOTn57t27ACArKxsQENBi7bZ5GAxGUFAQOT5z5gxu4I0gyM+JiYmJn59fGwjTgAJL7ImLizty5EiLNbd3715yMH78+Daw23mrwtraul+/fgBQWVl59OhRUbuDIAiCNB0UWEjjOHfuHDmYO3euaD1pk/z666/kgL7OCNJk7t27d+7cuXPnzuXm5oraFwQRltevXy9atKgNTANAgSX2lJSUfP36tWXaKi4uJoGaVFVV6WFmpBkZMmQIOUhLSxOtJ0gbYMOGDZ6enp6ensnJyaL2BUGE5f3790FBQW3grQAFlthjZ2c3e/bslmnr3bt35AADjv8gVFVVVVVVAaCwsLCkpETU7rQ6/Pz8QkJCQkJCbG1tRe0LgiCIIHCrHKQRvH//nhygwPpxGBsbFxUVAcC7d+/EMQzMD6VXr16idgFBkB9L586d9+7dq6+vL2pHvhcUWGJPu3btSJ9HyzBkyJCioiIjI6MWa/Fnw9LSUlZWVlVVtbKyUtS+IAiCtDSGhoZtY44vCiyxJzo6usXayszMvH79OgC4urq2WKM/G2w2++HDhwAwa9YsUfuCIAiCNBEUWCLA1dW1JSNXIQjyc+Lm5qanpwcAYhqzEfk5SUxM3Llz56pVqwwMDETtS6OJj4/X0NAgnqPAEgH29vb29vbNVVtWVpa0tHS7du2aq0IEQdoGvr6+onYBQRpNVlbWkSNH5s+fL44Ca+DAgbgXYdth0KBBCxcuFLUXCNIS/PXXX87Ozs7Ozo8fPxa1LwiCIILAHiwEQcSGly9fkp2acCshBGmrdOvW7eTJk21gKRX2YIk9JiYm7du3F7UXPxwjIyPG/4+ysrKFhYWHhweZEs4Lh8NRU1OTkJAgOffs2cObGh4ezluPqakpsVMUdfny5f79+xsbG3fq1MnDwyMhIaGystLKyio9Pb2FzhNBEOTnRldXd9KkSS25Ov4HgQJL7AkLC9u8ebOovfjhpKamZmRkKCkpAcCUKVPy8/M/fvx4/PhxZWXlfv36rVixgjezhIREYWFheXm5oaEhAOzatYvL5dKpQ4cOzczM7Nmzp6Sk5PXr11NSUoh93rx5CxYs8Pf3f/fuXVJS0vz5893d3fv375+RkYFxvxAEQZBGgQILEQ+kpaW1tLTKy8sBwNfXV11dXUlJqWfPnseOHRs7duy6deuioqL4ikhISOTn50tJSaWmpt64cYO2MxgMAwMDQ0PDKVOmuLm5MZlMAAgJCdm3b9+RI0f69+/PYDAkJCQGDhx46NCh2NhYa2trkgdBxIuLFy9u3bp169atHz58ELUvCCIs8fHxY8aMoeNaiy/42BB7Xr9+nZGRIWovWoInT55wOBwVFZVu3brx2slSqa1bt/Llf/bsma6urre3NwDs3LmTL/X58+fjxo2jP5LNle3s7HjzDBo0yMTExNrauvlOAkFajsOHD//5559//vnn27dvRe0LgghLdnb2pUuXiouLRe3I94ICS+wZM2bM8uXLRe1FS0BmNzs4OEhISPDaLS0tASA6Orq2tpbXHh0d7ezsTJZY3rhx482bN3RSSUnJp0+fnJycaEtqaioAhISE8NbAYDDMzc1RYLUetm/fnpCQkJCQ0K9fP1H7giAIIggUWIjYQGLWOzo68tmlpaUBoLKyMj8/ny+/s7OzlZXV4MGDAWD37t100r179+zs7OTk5GiLmZkZAEyZMmX27Nm89UyYMKFui4ioMDY27tatW7du3chsPARB2h49evS4evWqiYmJqB35XlBgiYCioqJ37941V23dunWj18G1YWpqamJjY6E+gZWVlUUOeHuwamtrHzx4QPqoFi1aBAD//vsv3ed8584dvt1+li5dSjrGDhw4oKenN3Xq1FevXgGAt7c36SFDEARBWoB27doNGzasDbxEocASAbt37yb9Jc3CqVOnAgICmqu2VsvTp08rKyvl5eVtbGz4kl6/fg0ATCaTdz8QMgGLBLAYOHCglZVVeXn54cOHSWpdgWVtbX3r1q1OnToBQHV19b///mtlZbVgwQI2m/1DzwtBEARpM8TExPzxxx/kGAUWIh6QCVh9+/aVkpLiS4qIiAAAKysrScn/Bc4l44PkmMFgkE6s4OBgDodTVFT09u3bHj168NXj4uKSlJR05cqVgQMHAgBFUcHBwWvWrPlRp4QgP5gpU6asXbt27dq1GGcEESMeP348YMAAMY0+2LlzZ/pVHwWW2PPkyRMymNW2aWgCVm1tbXh4OAB4enry5acFFgBMmjRJS0srIyPjypUrMTEx9vb2tFBLTk4mKw0BgMlkjhgx4ubNmwkJCX379gWAo0eP/pgTQpAfzoQJE5YvX758+XISEA5BxIKCgoLbt2+XlZWJ2pHvBQWW2DN16tR169aJ2osfS21tLQnXXldgnTp16suXL/Ly8lOnTqWN1dXV9+/f580sIyMzf/58ANi1a1d0dLSLiwud9OLFCzLIyEu3bt3CwsIkJCQKCgqa+2yQpjN79mxjY2NjY2PSo4kgCNJqQYGFiAFxcXHl5eUyMjK9evXitVdUVBBxuXLlSt4JWDExMYqKinp6eryZ58yZIycnFx0dferUKd4JWC9evEhJSan7tqSmpqaurt61a9fmPx+kqeTm5mZkZGRkZFRUVIjaFwRBfgh2dnb3799vxpnKogIFltjj4ODQ5gM1ke6K3r17y8rK0kYulzt79uy0tLSxY8eSKVY058+frzsXXkNDw8fHBwBqa2t5r9iLFy++fv26du1avvzx8fG5ubn06CGCIAjSAqiqqvbr109eXl7UjnwvKLDEnr///nvJkiWi9uLHcv78eQAgAdzZbPbHjx9DQ0N79Ohx4sSJKVOmnDx5kp7ezuVyb968efTo0U+fPmVmZlIUxVsPCTrq7OzMG6r0xYsXrq6uJ06cWLBgQW5uLqkkMjJy7NixXl5ec+bMabHTRBAEQdoMkt/OgiAiRVlZubS0FAB27dp1+PBhJpOpra2tp6fXq1ev4OBgMhWdxtjYmGy7lpSUZGRktGTJkk2bNtGpZmZmI0aM4J2AlZeXp6ysHBISwuVy161b5+7unp+fLykpaWxsvGvXrmHDhjEYjJY6UQRpZvbt20dWwBgpZ33JTJSQkGQwmbJyCjKy8rIsRZa8sryimoq6rryimqq6rqpGe3lFNQ0tnA6PiJgHDx789ttvJ0+eNDc3F7Uv3wUKLLHn9u3bysrKdYMOtBlKSkqEz5yZmSk4w5UrV3g/ampq0lvobN68ubG+IW0ANptdU1PDYrF+dENfv34dOnToixcvSktLHRwcYmJifnSLYWFh169fB4C/5vUrK8kTpoiEhFR7o86aOsb6xl11DS119C3a6WCIB6RFKSkpiYuLawPzLFFgiT0LFiywsbE5efKkqB1BkB/OiRMnampqAEBBQaG56vT09ExJSXn58mVzVdgQCgoKMTExQUFBixYtGjZs2I9ujheKyxUyJ4dT++Ht8w9vn8fdv0ws0jJypp37mVj0NjbvadbFXlJS+oe5iSBtChRYIsDb29ve3l7UXiCI+CEvL9/sU18NDAyqqqqat04BPH/+HABaWGA5jw7o19eOw2FzuezqyvLqqvKqqq/lpYVfywrKivNLirKL8j/l52QW5X+q29FVU12ZHB+ZHB8JAAwGw6yLg7GpbSeb/h0720lI8Ef9RZDvx8HBISkpqWPHjqJ2pCkcPHjQ0tKSPOJRYIkAEsinuWobOnSokZFRc9WGID8bQUFBLdYWm82+evWqoaFh586dW6xRAGBKSMmyFMmxorKmgJxcDvtdypOC3I+fMpMzUuPSXz3icP63xSdFUSmJMSmJMREXg2RkWRbWLt36DLPuNUxeUfXHngDyM6GoqGhlZSVqL5rIsmXLfHx8UGC1EbZu3SpqFxAEEYr79+8Xg3coGAAAIABJREFUFhZOmDCh1S6eYEpIduzUt2On/1mKCj5npsV/ynyV9OxGZlo8l8sh9uqqihePw188DmcyJUw79+3hMNa230hUWghCgwILQZCfkS9fvlRXV5NjDQ2NZpzUJYCQkBBowfHBP/74Y9KkSQBAdjFvGqrquqrqut36DB/muYSiuKkvHyQ9jXiVEPX5wysSBoXL5aQk3UtJundq3++W3Vwd3aZ17TUERw+RJhMdHT1r1qzQ0NDvuW9bAxgHS+wJCQlpgeVICCK+1NbWbtmyxdXVtXfv3tbW1r6+vmVlZUePHqU33qG3lU1ISGD8x8WLF3fu3KmpqWlra5ucnNxQPQDg4eGhra3NYDDGjx9PNzpq1ChpaWneNbAURYWGhsrJyfEGCsnOzp42bZqhoaG6uvr06dPLy8u7dOliaGhItItgf76Jq6url5eXl5eXlpZWc1xIYDCY5l0cxk5ft3J37MZ/3kycs62TjSutpSiKepVwe/8GL99xOif3/lZc+KVZGkV+NioqKtLT0+n3H/EFBZbY4+/v//fff4vaCwRpCUaPHs1kMplMZkREhJBFPn365ODgcPjw4YMHDz5+/Njf33/37t2zZ8/28/O7cuWKhISEsbExHdnfxMTk1q1bJOjJy5cv09PTe/fuHR8fHx4e3lA9ABAaGrpmzRrg6Zqqqqq6deuWi4uLsrIy7UliYmJGRkb//v3l5OSI5fnz57a2tjdu3Ni4ceODBw+0tbWnTp368uVLDw8PMoYowJ9muZ7fg4qajvPQWb+tDtl6/K33/N0W1k5M5v/F72Wza2Ii/lk2zWL36jEPbh0TrZ8IIipwiBBBELGBoijStcMXo19A/qlTp7548SI1NVVfX7+mpobsfURiPcTExHA4nNGjR9MzopSUlAYMGPDbb78BQGFh4e7du2NiYrS1tSdOnCigHgCIjY1lMBhDhgwhH+/evVteXu7h4cHrDN/4IJvN9vb2LiwsfPLkSZcuXQBgzZo1ZDMoumBD/pCBv1YCS0HFfpCP/SCfooLPj++ceRh5IudzOgBQFPUy7tbLuFs3Lu5w91ph229Uq515hrQqXF1dP3782FzdriIEBZbY4+npqa+vL2ovEKQ1cubMmcjIyD/++IP8RqSlpe/cuVNVVeXg4AAA586dA4DRo0fzFnn37t2rV690dHTIPuKOjo6Ojo6nT58WUE9NTU1ISEjPnj3btWtHKjl9+jQAuLu789YcGhoKAEOHDiUf9+/f//Lly6VLlxJ1BQDFxcVsNltZWdnR0VGwP81/pZoDVXVdt7GLBo9ZmPryfnT4geePw7kcNgDkfE4/uHnqpXZ/uY1d3Lf/ZEkpGVF7irRqZGVl9fT0RO1FM4ACS+xZtWqVqF0QPyZPnnzhwgXS/ZCTk0M/F5E2RmRkJACMHDmStvTr148c1NbWXr58WVtbu0+fPrxFiAxasWIF77R3AfUAQFRUVFFREd01VVRUdPbsWVtbW96HRGZmZkJCQpcuXQwMDIglLCwMAGbMmEHniYuLA4ChQ4dKSf1vhni9/rRmGAyGeRcH8y4OxYVf7lz9Ozr8QFXlVwAoyP14cu/v185uHjZhWb+B3vR4IoK0VXAOFvIzcvLkyaSkJADo3r07qqs2TGJiIjSwhu7OnTsFBQWjRo1iMpnZ2dm0PTQ0lMVieXl5CVkPANy4cQN4xv5WrlxZVVVFhvkKCwuJ8fbt2wAwfPhwAEhISPjy5Ut8fLy6urqpqSldz4EDB+C/8cG8vDwB/gjJ6tWr3d3d3d3dyd3ewqio6YyaErDtZMaoKQGycv+nDosKPp/Y47t8VpeE2CuCiyM/LZGRkZqamiK5aZsXFFgi4OXLl2fPnm2u2o4fPy78hF+EJjc3FwDc3NxE7QjSCFgslpKSkpKSkqSkUL3vurq6AMAbqD0iIoJMSL916xYAjBw5sqSkZN++fSS1oKDg/v37w4cPV1JSErIeAIiMjFRQULCxsQGA8PDw8+fPA4Cbm1tKSsrUqVM5HA4AxMbGEmNeXt6cOXPk5OQkJCRkZP43WPb48ePLly8zGIzBgweHhoZu27ZNgD9C8vjx47CwsLCwsPz8/CYUbxYkJaXdxi7adjJj8q87VDXaE2NhXtb+DV6blw7KTE8QlWNIq6WmpiY/P5/NZovakaYgIyND90CjwBIBly5dmjx5cnPVtmHDhuPHjzdXbT8PN2/eBIDBgweL2hGkEZw8ebKkpKSkpGTgwIHC5P/1118BwM/Pr6ys7O3bt6tXr/bx8SFT0R89egQAGhoaf/75J5lFDgDh4eEcDodvcrrgegAgKyuLw+E8ePBgy5YtYWFhZGeFd+/ezZ8///DhwxISEgBA9jpkMpmenp5btmxRUVEZPXr058+fDxw4kJOTc/HixeDgYDk5OTU1tXv37gUFBa1cuVKAP2KHpKS0o9v0tX8/9/xlMx1K/u3rRxsWO5/Y40vGEBGkDfD58+dNmzaRYxRYyE/K9evXFRUV7ezsRO0I8gMZPHjwpUuXkpKStLW1HRwcPn36FB8fT6IeTJo0SUNDw9/ff9WqVWpqaiR/aGiohIQErZyEqQcAduzYoaCgMHr06KKiouDg4ClTpqioqOzZs2f37t2amv8nJmbNmqWpqblw4cK1a9eSWeqbN2/+5ZdfVqxYYWpqGh4efvDgwQULFlAUdfDgwXPnzrFYLAH+iCmSUjKuw+dsOvpm9NRAsmk0RVH3bhz1n2l1/+a/Qq4MRdo8gwYNKi0tpYOniC8MvKdbnsDAwMDAwObq/9y+fbuuru6ECROapbZvtrV48WIA8Pf3J2uaxJTc3FwtLa2RI0devnxZ1L7wM2HCBDKCHBIS0ga6LhARMnTo0OvXrwNAVFQUb3TT1kBRwedzB5fGPwylLSYWvacvOqihbSQ6pxCkOcEeLLFn0aJFLaOufjQjR45UV1dnMBhHjx4llnfv3jEYDLKKnqIoa2trc3PzQ4cO0UUqKipWrFjh7OxsZ2fn7Oz8+PFjYv9m/GsyK9nNze358+cDBw5UUFCwsrJ6+PAhXXNpaamvr6+NjY2mpqajo+ObN2+EqRZBECFRVdedvez44vXXdPTNieXtm8cB83vdu3FUpH4hSLOBAgtpLYSEhKxYsQIAnJ2diYW8fI8bNw4AGAyGvb19amrq/v37SWpqamr37t3j4uKuXr0aGxs7ZswYBwcHonW+Gf+a1MxisSZNmuTu7r5u3brk5OQlS5aQ1JcvX3bv3l1VVfXZs2cPHjy4d+/eggULhKkWQVoVmzdvjomJiYmJIRPwWyFmVvYrd8UOHf8HidpQW1N1Yo/vtuXDivI/ido1RGRcv35dWlr6+fPnonbke0GBJfbs3bv30qVLovaieYiNjTUyMiJzhAHg+vXrMjIyZGU7AJBByY4dOwJATU3NxIkT379/f+jQIRIfyMvLq7a2duPGjfBf/OuKigr4L/71kiVLZsyYQeJfczicmzdvKioqHjp06NatWwsWLCCaicRDqq6uHjdunJ6eXkBAgISEBImVRdasCa4WaQHy8/M/fPjw4cMH3gV9SENYWVk5ODg4ODioqKiI2pcGYUpIenitXLn7kbF5T2JJTbq36tceL55cE61jiKigKKq2trYNzF9CgSX2BAcHX7x4UdReNAMVFRXh4eH0TJHS0tKoqKghQ4YoKioSy8ePH+G/aEMHDx6Mj4+fOnVq+/b/t/CbLIYnY3lQX/zrQ4cOkcCPT58+LSgoqK6uPnjwoLS09Pr160eOHLl06VIizoKCgt68ebN48WIGg/Hq1avJkyd37Nhxy5Yt36wWaQFmzZplaGhoaGh4584dUfvSZok8s3S/X5etv2p+evu4xRrV0Tdfujlywi9bmBKSAFBdVb537YSTe3+vrUEl/TNC1t6KOyiwkNZCRERERUUFPT54/vz5ysrKQYMG0RkuXryor68/duxYAHjw4AHw7DoCAK9evQIAS0tL8lFA/GsyPjhjxgxbW9t27dqx2eykpKSNGzeSbioyPSs/P3/mzJk+Pj6jR49OTEy0srL6ZrUI0jYYMGGTgYUjS1FD17jH99QTdd4/8sxS4fMzGAyX4bP9tt7R1jMjlpiIIwHzeubnZApfCUVRsbdPNs5RpJUxdOhQNpvdase1hQcFltizcOFCT09PUXvRDJAFffb29gBQXV29YcMGALC1tSWphYWFe/fu3bRpk5ycHACkpKQAAK17AICMk9LbtAmIf339+nUmk+nn51daWuro6Pjp0ydtbW0AKC8vB4CEhARVVVUmkxkYGPj06dNVq1aRFr9ZLYK0DSguJ+NVlElXN8Z37GbDrq1OenBCUUWnsQUNTKyXB93r2///fmL5OZnrFzm+fi5sh2VCbFhs1KnGNoogPwIUWGLPrFmz+PaUFVPu37+vrKxsbGwMAGfOnCGTn8zMzACAw+FMnDjR1NSUXi9paGgIADo6//f3nZeXd+LECWtrax8fHxAY/zovL+/Zs2eDBw/W19dnMBgyMjJRUVEAkJWVFRwcDADKysoyMjI+Pj4keDcA3L17lzjznWG1EUQs+JIRX1GWb2o99NtZGyYr7WFtTWWHLoO+nbUO0jJyPr/tnfrbPmkZOQAoLyvauWrUnfAD3yzI4dSGHAvI/fKuCY0irQcOh1NRUcHlckXtyPeCAksELFu2rLj4/7F33mFNZF0cPknovVfpSJMiAiLYwN5QFBEbYi8o6uq36qqLuMq6q2vHjgUQlwUUAVFRBAEBBaQrTTpShdADafP9MRpjQEQJhsC8j49Pcu+dM2cGSM7ce+7vNHHai0FHW1tbV1dXRkbGqVOn5OXlR40aBQA3btwoLCx0cXEpLS29e/cuDodDB2/btg0+lcttbW11dnbm4eG5desWWqOgF/3ryMhIBEFQ6QcAUFJSKioqevTo0YEDB1A572XLltXU1Hh7e9Pp9KKiou3bt3t6eqIJXkNGVhtjmODq6mpiYmJiYpKSktL7yDcvAwJOzfc7NjUm+OC7zEe8fEKqupMAIDP+1j+usv+4yj6/d6gs97n3obEX9uhmJXwuHdHZTnxyZ3fIpZWBZx0SHvyFNt69sDT8+gZefuEn/rs+rxIiSPLT8zcOW136zTDrhW904G/Xfh8DCFJTlnH2F/V/XGXv/DMnN+Wu31/Trh40rSpOsZq6Yu/xZzLyagCAIPSAK//zv7iDTutNPjA+8lZt1bumhioKmdSP24bBYSIjI4WFhTMzMzntyI+wZcuWO3c+zqFiARYH4OPjY2MGz99//3379m12WeMgly5dkpGRmTVrloCAwKxZs06fPm1tbb1//35bW1s5ObmUlBR0IQ9lypQpYWFh6JiJEyeqqKhkZWWNHj0a7e1F/xqt28ioy7tkyRIREZEjR44cOnRIQEAAADw8PFAZVXFx8fnz56urqz98+BBdJRxistrciJqampGRkZGREWPrA0YvlJaWZmVlZWVltbX1VovmRfix9Ngb9pt9nfdF4fE8GfE3NUZN5eHlBwCTCS4r9z79aC0vdukvoZMW/B577zDj2Ed+21V1xi/ccnuq07GkhyfbW+oAwGFrgIi4/CjLJSv2PJ629GPZkGdB+/NT7zts+2/doaSStzFF2U80DWcADqegNtrtn0ICD1/zhzKETlvx6yMDyyVRAXsAYISG4f5TsbpGE1ELcY9vHt8382t1dTpJbQ/+/QsAEATBJrEwOEVgYGBqair6uk8FUzEGMz4+PqampkMgK2jx4sVoAjuKnp4emsn+Nezs7Ozs7Hrs6mVb5e3bt5nj0Tlz5rS0tDAPEBAQ8PT07FGnfmjs1uRqzpw5w2kXhho1ZRlpMVfXeyQLCEkAgKrepJSoC5/XB3E4Yl0RAHR1NM1ccQZwOAQQGSVdxuHv371U0bYCBBGXVjMav1JQWBIAOlrqG2oKJi/yYAyrLc/MSbyz1iNJVEIJADQNpxVmPNAYNQ3tbagppFHJxhOcDSyXAIC28ayUp15ol7Co1M4/Qu9c3oUKkJbkp5zcP2e7x11GQUMGkXdPtzbXo6/rq4uV1Uax90Zh/DR4eXmlpKSGwEZCbAYLAwMDY/iS/OTcKEsnIbGP8UpjTSEez6Np9LmWdnHOUwFhSRuHPwCHA4DsBH8Ng6mMXuMJq57fO+RzzDY3JXia0994Ai8AVBQm8vDyq+hMYAxLeeqlb+GARlcA0NJYycPLr6o74dMpnvDyCY6x3fip972IuDzjWDyBZ+XWcw5rjuBweAAoL8o4vndGQ10F81U0NVY/C7vAeFtbVdT/O4PBKaZPn97Q0GBsbMxpR/oLFmBxPe7u7mvWrOG0FxiDCI7oGGFwKbUVWer6Noy377IeqehO4BcUR98idFrJ22jDcUvRlqrilNryTCPrFYzxk+x/d9j2n6iEYuTtnY98t6GNFYUJKjoTePk+b7+tKc9U0hrLeFv6NlpVdyIPrwD6tjjnqbL2OEHhjyW3i7MjZZT0WfycsXDHuv9dR0tE11UVndg3o44pigq/82dXZwfjbR0WYGEMArAAi+tZunTptGnTOO0FxiCCUzpGGNxIR0udiOTHiaUPVbkVBQlaRjMRhJ4YcRwQpLo0rbOdOHL0x2oKGfG3dMbYCYvL578ObaovDTy7CAA0DKYscv13jsuFkjfP0GHVJa81DacjCD3y9g46jQIAbU3VUnJaaG9NWXp1aZrGqGmtTVVZL3w724lVxalS8iPR3tamqvy0sDE2G7q7ajHRYevv//ELCAEA8cP7k/vn1FQWAEBVeW5i1Bd5qFgOFlfT2dlZVVVFoVA47Uh/wQIsDIyhBmd1jDAGD7du3SorKysrK7OysvraGHlVk5KcKADoaKl/EXYMcDh5FaOkh/+ojBwPOFxRzhMBIQkljY9ydKVvo/UtFn+oyu1orRcQEi8veEGjktEuKqVTTW8y+rqxrkhexfhF2DElTUt00VBe1fhd1mMAaG4oT4w4jsMTpOS0nt911zSaUZobgwDSUJ3fRWruaGt4eMtVTW8ywxQLBqZTd3k+FBAUAYCmxup/fpvdWF95z+cQnU5jHobNYHE10dHRysrKOTk5nHakv2BJ7lzPwYMHVVVVN27cyGlHMAYLHNcxGjhyc3M/fPgAAIaGhpKSkpx2Z7AjJyf3zTHTlh5/cGNT8ZsoMakRM5afxAUQHlzfaD33VxWd8QBQkhOlrm/DiNRVRlo/v+tuMtHFfMpmwOHmulwMu7aWl0+Q1NEkLa89y/ksOkzbeNYT/13m07cajlv66SwnIm5ufpf1SFpBd5bz+YhbW2Luus9ccUpEXKEo56mimqnZlE3//jOPQu7QMp45eaEHfBJk6Y76yDG/HAk/67Gwo62ptbn+8DbLTlIry5jmxuquzg50rgsDg1NgARbXc+/ePVNTUyzAGua8eRmQnXiH0tU+YqQVgcDHrGP09N9fAcB8mquGvu3TgD1dpOaJCw4aj3dGD+xsJ8aFHm1vrqWQScpaFuPn7QOAuxeWVhWnojpG8qomH3faI0hylFdO4p2uztbxc/d8qMotyo7c8MfrmvLM/87YU7ralTQtTCevS312idTWMG/tVSVNC7Zf5v79++/fvw8ADx8+ZIteRnt7u7u7+4MHD2RkZBQVFS9cuBAYGBgfHx8YGAgACxYsePXqVW1traOjI9oCAAsXLoyIiKivrxcXF2fYaWlpOXjwYHx8fGVlpb6+/tWrV/X09Pp5eP+vri/IKOmvPhjHeLtg403m3lX7v5BQt1t/nfmt/tjF+mMXQzfmrrnM0iKrbMB8Fke3IPQFQqeVvok2tVmnaThd03A69ASFTKqrLq6vLq6tKqqrKqqrLq6rKupob0Z7u0dXAIAgSH118QgNw+5dGIMfQUFBTU1NPj4+TjvSX7AACwOD63kRfqz0bcxit0ABQfHYkMMsOkbyqqNv/z0dPukYlbx59vyeByPAeuS3Xd98oZ75ooaagpt/jB89aa2wmJzD1oCbf4xX0Rk/belxxlmeBe2vKkp22PafoLDkI9/tdRVZzDpGZ39RZ+gYJT78JypgD8t38yCkuLh4wYIFPDw8cXFx8vLyfn5+pqamNTU1Pj4+6IDQ0NBr165t3LiRIZzW2dn59OlTW1tb5vAoJyfH3t5+xYoVqampRUVFurq6bm5uT58+7efhP+s2cJL3xcmk9kY1PZseexEEiQ6/dO+WO/XTQmTfqcMCLK7F1ta2qGgoLPJiOVgcIDIycvfu3eyyduLEia1bt7LLGgbXgeoYLdriLyAkATicqt4kcmdbjzpGk+3dRSQUu+sYtTXV9KhjxDyjgOoY2W/xE5dW5RMQ1TSc1txQ3qOOEZ7Aq208q6Gm4KfdgR+DRqM5OTnV1taGhobKy8sDwPz586urqwGAeW4sKSkJh8MxWmJjY9vb25nV/Lu6uhwdHUeMGOHh4UEgENCqSmjh8P4fPrQpzY15EXYMACrfJbY113QfgMPhps53/eNy2tjJS1CNhr5TVz0UvqExuA5ra2strY/7OYbFn/Fg49WrV2fPnj158iRbrDEejjGGJz+gY6TFlFmF6hi9SQ4cY7NhgHSMAIBK6Qq+eVBUTEZF01hF01hSRpnt9+F78fb2Tk1NPXr0qKqqKtpSUVEBAFZWVjIyMmgLmUy+f/++hYUFI5np33//BQDm6p+nT5/Oy8s7fvw4Dod7+/btihUrtLW1T5w40f/Dhzzq+rbq+rbfHCYtp7put/d0+213b/2elxnbR+N179/1zzsMjtHW1lZRUaGhoYFW1+Au0AJuKNgMFgYXYGpqisfjcTicgoICxyuAZmdnKykp4XA4HA63bNkyzjoDXKJjxMPLP8Vuy/OH1y4cddq3Vn/3So0zv8+/e/P3lLjg6op8li1gP4fQ0FAAcHZ2ZrSglQPmzZvHaImOjiYSiYxnGCKR+N9//5mZmY0YMYIxJjIyEgA+fPiwfv16FxeXRYsWZWVlGRoa9v/w/rN48WIJCQkJCYn4+Hi2GOQgqlqjfzkS7nbobh8l2jGlBu4lLi7OwMAgNzeX0470F2wGi+vZsWOHhobGzp07Oe3IAJKenh4YGOjk5DRjxgw8nsNPBUZGRlVVVW5ubl5eXoNh+rC7jtGUJccQhJ708B/rOb/2omMkr2ry5M6uJTvuaRhM0TCY8vZV4LPA39Bh1SWvDa2XIwj9if8v05f9gyfwdtcxmur0V2tTVUlOlI6pXVVxqqnNerQX1TGy3+TD4qecoqbbobsnD8zp7Ghta2nIzXyem/kc7eLjF1RWN1TVNFbRNFHRNFZW02eO7ZgxNzenUqnQt/1xvZOWliYuLq6iosJo8fPzgy8DLDT6YfyU3d3dOzs70QW+xsZGKSkpAEhPT5eUlMTj8X/88YeSkhLzKfp5eP/p6Ohobm4GAPSmDQEMzaYbmE55GfNv2O2jxIaqXkZiSg0YHAcLsLiep0+fmpqactoLdpKSklJUVGRnZycsLMxorKurA4CZM2dyzq8vaGpqwuFws2bN4rQjH3WM5FWM+6hjNHPlWRYdIwIPH/RNx0hJ04JFx8h28VFmHSMajdqLjpGqlonr/n/PHXagUrqY28ldpJL8lJL8FPQtnsCjMEJHRcNIVctERcN4hIaRsOhHRYYDBw6w677R6XRBQUHcJzmAGzduJCQkqKqqMs8eRUVFiYiIoH9fERERQUFBADBr1qz8/Pxff/01JCSEQCCIi4uTyWQXFxfGUbGxsVZWVnx8fP08nF1XOsTA4wnWU1daTHR4FnbpcfApUkdLj8Nammq7Otv5BYR77MUYzIiJiZmamgoK9vyUxUVgARbGoMPV1bW0tNTR0ZG58cmTJwAwSDTrEQSJjY21tLRkJOtwEO7SMdI1nrRut/e146t7WRak06hVZW+ryt6+ev4f2iItp4JObs1avAstltJ/FixY4O3t7efnt2TJkvDwcDR0s7OzwzF5XllZSaPREhISXr58WVRUpK6uXltbW1xc7O3tfefOHbQY7bJly/7++29vb++1a9eWlJScPXs2Ly8PXX/s5+EYvcDLJzhr8a4JM1wiAv6Oe3yj+zZDBEHqqotVNIw44h5Gf5gwYUJaWhqnvWAHCMZP5/DhwwQCgV3WYmNj09PT2WWtdxiJ+fv37x+gU9TW1gLAypUrmRs7OzuFhYVNTU0H6KTfS2FhIQAcOXJkIIw7OTmhN/n+/fsDYZ+90GlUr//pJDz4+7uOin10faOd6Hf92zRfPDr8Mhs9b25u3rRpk4yMjJqa2t69e93c3ADg0aNHzGNu3bolKysrIyPz22+/USiUCxcuSEhITJw4MTc3lzGGRCLt379fXV1dRETEwMDg5MmTFAqFLYf3H8buxejoaHbZHITUVRdf+XvVpvliLL8zqS9COO0axrAGm8HieiZNmsRpF9gJOlM1Z84XKuTx8fHt7e0zZgwWVfFnz55BNyfZzvvCF3cuPVcbOUZjpJmiqj7u69rWHKR3HaOvMWnW2tam+rA7nn0cz8PDt3rnZYtJPWha/jBiYmKXL1++fPmjJKapqamQkJCNjQ3zGBcXF+bFO1dXV1dXVxY7AgICnp6enp49XEs/D2cLP+3XJu7+kfzXIc0NFfabfLT7V0WAQVTA3neZD9uaa5btfqCsZfm1YbIKGhv3+JQUpN69+XvhmwRGO5aGxaUQicS8vDxjY2PmLBFuBNtFiDFYWLFihYSEBPqFtGXLFgkJiZSUj0k5jx49AoCZM2cmJSVNmjRJWFjY3Nw8MzMT7U1PT8d94u7du2fPnpWVlTUzM3vz5g06oKWlZfv27aamprKyspMmTcrLy2OctKamZs2aNWpqatLS0mvXrm1vbzcyMlJTU0MQhDGGRCLt27dPXV1dWlp63LhxsbGx0dHRCgoKA536VlueFvvouu+5rYfdxrkulPL8ZdKdS788C7uYm/m8vbVxQE/dR76pY8QCgtDfvU169fy/e7fc87Ji+fj7VMmEX0BBkPleAAAgAElEQVR46++B7I2uWGhoaMjIyJg+fTo3bgvvhYcPH9LpdDqdbmv7bTWEfjLJ/nedMQt4eAXU+qC80Ee+q2y5ho75/449cj0YoKjyUQQfC7C4lKSkJGtr64KCwa6l902wGSyuZ+3atdra2vv37+e0I/3F39+fRCLJy8ubmJiw7Cp/9OiRkJAQiUQ6duzYhg0bnJyctm3btnPnzpiYGADQ0tJ6+vTpb7/9lpqampOT8+HDB0tLy4iIiIiIiFGjRvUik52RkTF37lwEQU6ePGlqaurr67t69eqcnBw3NzfGc39xcfHChQurq6v9/PymTJlSWFhob2/f0NBgb28/0HMDzR9KGK/pdFp5UUZ5UQajhYeXX0XDaISGoZSsiqyChpKavpiEnKi47IC6xEIvOkZ0Oq2uqqi26l1jfWXd+3dVFbkfassaasuYI9e+ICIm7eYerK7zMUk/Nja2srISAGxtbdm45+7evXsAMHXqVHYZHJ5UFLxQ17f92g7QH+AHypabjJ1jZDYjIep2+J0/v6k1WlBQkJWVVVxcXFJSIiIikpqa2m+XhwJycnJdXV3a2toaGhqamppjx46VlpbmtFNcCRZgcQAZGRl9ff1vj+sbL1++7Orq+vY4buDRo0etra329vbMjWVlZbm5uTIyMj4+Pg8ePODj40OnoCQkJNABYmJi06ZN27FjBwA0NjaeP38+Li5OQUFh+fLlzDLZOByOWSabSqU6Ozs3NjYmJycbGRkBwJEjR9AJDIbQNo1GW7p0aWFhYUJCAjpfZWBgYGpqGhgY+BMEGkwmb1ZREC57l1ZfXVJa+JolNKFSukoKUksKvvhKwOHw8sraImIysgrq4lIKouIyktLKohKywiKSIuLSYhLybAwKO0ltrc31bS0N7a2NzY01zcS6FmINsaGK+OF9Y31la3N9X4zw8PBTqV/97ZWWU9lx+L688khGy5kzZxi1CNkSYDU1Nfn4+Hh5eQFAWFiYmpoaswooRt/paP1QU5Yxa9U6Ntr8sbLleALPxJmrx9kufRZ2sccBZDI5ODj40qVLL168YDSOHj06IyOjx/HDDWVl5ffv3zPeCggILFmyxNXV1dLyq6u07EVKSsrW1lZEROTnnG7gwAIsDtBjKgYGAAQEBABTfIOCrg/Kysr6+vqie9fv3r0LX843FBcXv337VlFREc1lmTRpEpqa9tdff31NJvvy5cs5OTl79+5FoysAaGpqolKp4uLijLS2K1eupKSk7Nixg3k1sLi4mJeX9yfsZ5RS0J326VbQadSyd+nVlfnlRZlVZW/ra0oa6yu7H4Ig9JrKAoCCd28Te7TJxy8oKCQuICgiICTKxy/EyyfALyBMIPAQeHh5ePnR8AuPx9PpdIROp9GodDqVSumiUMg0KoXU0dLV2U4ld7a1NDBK7X4XeDxBUVVPYYSOioaxspqBkqp+xqsHQdd7nnxVUtXfcThEQprN0lAsSEhI7NixA43Ohwk1ZRnfKM79lareVCo55PLKro7m5f+LQMU7/I5NXbLzHqphW/o2GofDaxnOYBh5kxxYmvscfW27+KiQqEzv9tGdp18rW/698PIJzFq8i6URQZDDhw+fOHGio6ODpauqqjdVrWEFi2paZ2enr6+vr6+vrKxsUFDQ5Mk9KLCwl3HjxkVHRw/0WQYIS0vLhQsX7tu3D7gowFIPUS9rL2NuEeMVUxRU1BXT3Ttqr7WsNXMXDaHJBsk2U5rpCB0AvCy8tup+rtYX8T5iXsxnLUFtUe3CBYUAgAByv+K+V75XcVuxIEFwpOhID2MPPXE9i0cW9yff1xbVHtgr/FH8/f25PRMQpbW1NTw8fNSoUdraX9xqNMA6deoUPz8/AFAolIsXL/Ly8i5e/DkpB93WfvDgQZaHHmaZ7MzMzEWLFu3ZsweVV0ELGqxb9/mB+/Xr1wAwZ84cXl5etCUsLAwAmKNhIpGYlZU1ceJEMTExtl79N8ATeDR0LTR0LaynrkRbqFRyRVFmbdW7uqqi+pqSuurixvrKFmJt73bIXSRyF6mZ+DMcllfSlpZTlZBWVFYfJaeoJSWj3D1Vv6I4q8fDtfQst/4eyJC/wmAj3yzO/bWq3lkvfASFpcpyn1cUJqI6Z7WV2Tjcx8W74jfPlLUsBUU+qvlH/be3s6NpjssFPIG3OCcq8vaOhVv8e7cPvZYt7z+NjY3Ozs4PHz5ktBAIhPnz5+vo6GhoaGhpaQ2BKRO20NXVRSQS0ZXToqIi9BMYAOrr66dNm+bp6fnrr78Ozj03g4F3796hqo3ARQFWwYKCalK18QPjFkrLKs1Vp8xO8eJ581vyz+efHx85/oDhgaOjjzIGE3CExiWNnbROvTC9svayc/nntuhswX+qFTpHeU7ZwrLFcYvTG9PDbcNnKH585NqavDWsMszH2meKwhQ6Qo+uiZ7/fL6KsEppW6mmiCYHrrlvDBmV0fDwcIbOdU1NDS8vr7S0dFdX17Nnz1RUVBhbCIODg6uqqpYvX66goEAikQQEBHA4XGhoqJCQ0MqVK1ls9iKTnZaWJi0tPXLk5+Wnq1evwqf5s/r6ellZ2devX4uKijKPuXbtGplMRtcHiUSiqKgop+ry8vDwoSEXcyOCINUVea3NH5obq+trSjvaiC1N9a3N9Z0drS1Nte2txE5SG7scEBWXFRGTEhaVEpOQFRGTFpOQl5JTERWTkZRRllPS6qPAY3lPAZaR+cyNe335+LleZpDjtLe3UygUABAREWH+RWUuzg0A2sazUp56oV1oVe+1Hklo3UlNw2mFGQ80Rk2j06kfqvLmrrn0/t3LwowINb3Jbc01GgZT+AREAE2Wyo2xmv1xxuhd5sM3LwM2/PEanehS0bG+d3EZubONT0Dka/bhU9ny9R7JAkISAKCqNykl6sL3rg9+jZSUlCVLlpSWlqJvR44cuXnz5tWrV6N6+hi9kJOTc+nSpdu3b7e0tFCp1L179yYkJPj4+DCSNNhOfX3969evra2tf/JzLNvhmgCLD88nLyDfTm0HgO1626X5pQHAQtrC19qXRCV55nhOUZgyRWEK8yEEHOFD1wdePG9BS0FkdeRspY+SMDjAqQqrqgmrGUkYzVL6qMR9v+L+pYJLkVMjpypMRY+drjjde5z3rOhZ1rLW+O8s5I7xA6BzwgsWLCCTyUuXLj1//ry0tPSLFy/a29tdXV0ZFXLQeiabN28mk8kLFy48ceKEkpLSixcvHBwcuv819iKTTSAQUKVHlFevXoWEhOBwuJkzZ4aGhiYlJf3111+8vLzMD2oVFRWnTp0CABsbGwqF4ujoeOXKFUbh9MEADodTUu0tvQ9BkI62pk5Saxepraurg0LuJHd10KgUKpVCo5IRBEEQOoIgOBwOjyfg8AQ8Ds/HL8jDJ0Ag8AgKifELCPPyCwqLSLIl+qGQO2sqWTcKWU1ZvsrNC0/gmo+mwYyjoyM6/RAdHc28kbCX4txfq+qNx/NMX3YCh8MraVm8L3oFAJXvXjIsoBWZtI0/fsamPfceNW4powB5e3MtAFCpXXwg0kvV8G+WLf9h3rx5Y2Njgy4L4vH4Q4cOHTx4kONFt7gFQ0PDCxcueHh4LF26FP2UDgsLmzlzZnx8/ADVG0hJSZk7d25aWhq3Tx9w029YckMyDaFJ8EmMlhzN3L5dbzsA/PP2H5bxqQ2pSoJKzhrOAHA27yxLbwYxw1Hts1Z4YFkgAFjJWDGPmaE0Q0tUy0TShH0XwX4cHR0PHjzIaS/YQFbWx8mMVatWOTo6oqlR6NfDokWLGMMSEhJERUWlpKSWLFmycOFCIyOjiIgIGo3GkrmFsmzZspqaGm9vbzqdXlRUtH37dk9PTxqNhtqsqqq6evVqbW3t3bt3vby8BAUFpaSk4uPjT58+7e7uDgCOjo719fWXL1+mUqlJSUkHDhxAs+BpNNratWsdHBwGVXTVF3A4nLCopLScqpKagYaOuY7hBEOzGSaWc83G23cS87Oe/f0iaLustMQ422VjJy+xmOhgNmGhkcUsfRMbHcMJKprGckpaktJKfY+uogL2Xv7N6B9XWfQrmYX3ZW/ptC+yPaYv3O6y41Iv0dWcOXO2bt26detWNTW177pwDGZ6Kc7dS1VvdCufotqYD9X5VEpnfeUbRpXxkrfRssoG4jIffyh1lTmKn6ozAUBFYaKopLKQiHTv9nsvW/7DtLa2Ojg4oNGVrKzs48eP3d3dsejqe5GVlX3y5Mnvv/+O3rrk5OT//e9/nHZqsMNNv2SxtbEAMFFuIgH3xZZdfXF9AHhe+5xCpzC3P699biNv84v+LwAQWRWZ1/JZ/aiZ0vy+4/1k+c/JegUtBQBwv+I+swUc4HTFdAd5gPXmzZuSkpJvjxv07NixY8SIEVu3bnVwcNi69WPO3OPHjxUUFMaO/fyJvGvXLl5e3lWrVm3atGnTpk0AEBoaSiAQGKLVzHh4eOzfv9/T01NcXHz+/Pnq6uoPHz5Ec7COHz++cePGgwcPjhw5MiIi4tq1a25ubgiCXLt2LTAwUEhICACOHTu2detWDw8PHR2da9eunT17dvfu3crKyg4ODpMnT96yZcvPuC8/i5+vY1RZks14jcPhHNYcWbzmaO+5HRs2bPDy8vLy8jIwMGCXk8ONznZiVXGqlPzHhW+0OPcYmw3o2+5VvTVGTWttqsp64Ys2KqiPQei0Ny8DRoy0wn2a2q8qTtE2mU2nUxMe/A0IgsfhpRV00S4EoWfG3xo9ac037XcvW65lNBNB6IkRx+E71T2YWbduXX5+PgCIioq+fPly+nQ2TIkNTwgEwh9//HHhwgX07fnz5//777+BOJG8vLy9vb24eH9ja47DTQHW89rnADBJjnVHCR+eDwBINNKHrg8s420UbAwlDGcqzQSA83nnGV3xdfFWslaChM8P4jpiOgCwKnHVplebmO0sVVva/YwYA8GKFSsqKipSUlKYqxDm5ORUV1czP24eOnSooaHh9evXjIjq7t27VCpVUrKHhGhUJrukpKS1tfXNmze7du1iZKKIiIhcuXKlrq6upaXlxo0bAgICx44da2hoCAsLk5OTQ8cICQl5eXmh9eNu3LghKSnp5uZWWVlZXl6+fv36gboRnOMn6xgxZL3wBB6XHZdmLBxGW/k4CHNx7o62Bpbi3GhVbwBgqeqtaTSDMQCHwxdlR2owBeK15ZlKmmOfB/+uYTAFcDgNw+kN1R8faBPC/0IQxHzqlm/aR8uWA0CPZct/7GJ9fHzQGts4HM7X11dTc/Bm03ILmzdvdnZ2Rl87OzvX1HxbYfh7MTMzCwkJGQI/LK4JsMh0clJ9EgBMkmcNdyo7Pu5XZ57BotApCfUJk+UmA8Au/V0A4FPs00RuQntjamJYErb2jtqLToxdLbw64t6I1Ymr3za/BQBnTWd0hmzQEhoa+vfff3PaCwyuB9Ux0h7Nzvo/vesYVZRkAwAfv6Dr/jtWU5az8bwYvcBcnNv/7xmyygZ2670ZEcy0pSeKc57e+MP6+d1Ds5zPq+pOjLnrbj5ls4i4AjqAl09IWlHXcuZO5qBHUcMsOnC/qu5EVOvB1uGP8vwXEbe23Lu4jEImLdv9gPCpRHcv9qctPZ73+v6df+ZEBx+YsfzkSJO5D65vFJVQQsuW/xinT59GX+zevZtFYA/jh7l8+TIq5UihUK5du8ZpdwYvXJNJmtKQQqKRhHmETSVZs95ym3MBAI/DKwl93iaGJmApCykDwHTF6YYShjlNOdeLru/W3w0AMbUxFywuMBsxkTR5Ou3ptuRtb5vfdtG6fIp9fIt9t+puPW1+mgc3qO8S8x43jOHA0NAxotNp70tzhEQktv0eqKU/bkDv2LBFTk4OTVZjLgFU+iba1GadpuF0TcMeFstklQ1WH4xjvHV0C2IZQKV0qepOYKkM6LA1gPmtgLDkbBevHl3qxb6Mkj5z14KNN79+ZX0iISEBLaglLi7u4eHRT2sYDISEhI4dO4YGrFevXv3tt9/Yu5m6qqoqLi5u5syZPa5LcBFcM4OFJmBZy1rz4nlZuh5XPQYAQwlD5kgITcBCX+MAh05ieeV70RAakUwsai0yl2ZNCrGVt82elx1mEzZdcToAIIB45XsdyToyUJeEgfFDoDpGBB4+ho6RgeWSqIA9jAHPgvbnp9532PbfukNJJW9jirKfMOsY1ZSlVxR+lCHtXceo5M2z2c7n5q6+pG+xOPL2jm/aB4AX4cfSY2/Yb/Z13heFx/P0omNUV1UkKCzx67HHWHQ1cNy6dau0tLS0tNTK6vP2nR8ozk0hkzLjfaiULgBIePCX4bhl7PVzgLh06RL6wsXFZWiIBQ4e5s2bp6qqCgCVlZWopiAbycjIWLZsGUNTg3thZ4BFQ2jBb4PZaJCZryVgUeiUiPcRAOCk5sQy3kbBhvF2ufpyeQH50rbSsMqwuNq4CXITGIHam6Y3zgkfV5TxOLzdCLsnU5+kz01HxUtvFd9i+7XcvHlz4uSJEYURCPx45iaD2bNn79rFKlg8QAgICEhKSoqLi5NIpJ9zxmEIhUIRFxeXlJRk6J12h1nHCE/g1Tae1VDzUe8A1Rmy3+InLq3KJyCqaTituaGcWcdIVEKpMCMCALrrGI38tD6I6hhNWezJ0DEqyn5C7mzrxT580jFatMVfQEgCcDhVvUnkzravrQ+SOlp+OxmjpPZ9uerBwcF//vnnn3/+WVSE1fH9cfpYnJtBdUnK03//9y7zYWLECX4BUTkVo4HzjV1QqdTg4GAAwOFwQ2w/ymCAQCBs3PhRpMPf35+zzgwqtm3bxpBEYU+ARaFTbqTf0DmvU9I0INvZKHRKYn0i9JSAdaf0TjWpWphHeLXWakZjF63rRf0L5miMn8C/TXcbAJzLO/e89rmt/Of0zMymTHSRkZnRkqPDbcMJOEJDVwObLwagoqIiKSHpXu4986vmYflh/QyzysrKamu/od/NLuTk5Jqampqbm1taWn7OGYchRCKxubm5qalJRkbma2M4pWPUi334Th0jDR1zCSnF7705/v7+Bw4cOHDgQEEBq4AWRh/538V6y5k7GTlVfUFZa5yihnlsyGEeXv5xs34ZON/YSHFxMVqkVUdHR09Pj9PuDEEYVTvZ/seorKzs4uLCpRqwhw8ftrOzQ1/3N8BCQys9L711Yetau1pdLQakxN7rxtft1HZ+Av9Y6bHM7R3UDs9sTwBwN3JXEvycgBVXFyfKIzpCaATz4M06mwUJgs9rn98pvcOc4Z5JzMxvyW+ltLKcVIpPSppf2ljSmP3XAwAAByYeyK7NXhCwgC1h1s9BWloaLTk8NIQhBifFxcUAgCCIgsJXvwKHlY4RBsch8PCt+PXRJs+MsTO2//CGvp8M+ncEAENgM9rgRFNTExVVYfvXgYmJya1bt4aA1t2PB1jMoVUxsRgAfh3/qzDvgKxzowlYltKWAoTPqZp0hL7p1abC1sLFqot3GXyxRhZUFmQqxZoLL8Mv46LlgnrOLG2VScxso7YdzTnKMj6tMa2usw7VKR0INCU1nU2cASCtOq0/YVZ0dPT58+e/PY4dMD6qGB9eGOyFQqFUVlYCAB8fn7Kyco9jhpuOEQbGD8D41tfQ0OCsJ0MVYWFhVNGmra2NUX0Pg5kfCbC6h1YAICskO0DTVwAQVBYEAKOlRgMAFaFWdFSEVoSaPzK/XXJ7leYq/wn+jPR2OkJ/Uv3kVvGt9x3vy9rLWOKVX/R+AQAbeRtmqdJMYuYUhSm3i2+7pbjVddahRqKqoxbHLV6psXKzzuYBuigAODDxACMV7IfDLAUFhZ82lTpixAi0NkJFRUV7e/vPOemwIicnBxWaV1NTY67kw8yw0jHC6A/FxcWZmZmZmZltbWyrQckt8PPzz5w509zcXEVFhdO+DFmMjY2tra3t7OyIRHYWkC8vL79y5cqHDx++PXRw830BVo+hFcrATV+J/yf+uvE1AJzLOycSICIVKDX16dSzeWfHSo9NmJngY+2DCo2iaNzXmPlsJoVOyW7KVg9R35e+j9mUjpiO3Qg7W4XP3yv1nfXivOL3J99/O/+tIEFw/vP52qHaBuEGJ3NPnrM45zveFwcD+MXAmMRi0M/ZrIGGQCBYWloCAI1Gu3z5MqfdGYIwRGXGj/+q9s+w0jHC6A/btm0bPXr06NGjU1JSOO3LzyYvLy8yMjI1NRXbPzhwkMnkxMTE8PDwpqYmNprNycnZvHlzRUUFG21yhL5qV1DoFL9MP894T5a4CmVAp6+anZr7PrhsYVnvA8JswpjfygrI5s3/+KR+fMzx7/Wt/xyYeMAv04+lyA8aZo1RHHNo8iE7Xbveg7wJEyYYGhr+tHBny5Yt8fHxAHD58uVffvkFK+nFRlpbW2/fvo2+7mXf0/DRMeqOi4uLtbU1AGBpyxgYGIOcbwdYvYdWKAM3fTXkQSexbqTf6N7VxzCrsbGxtZU1Q3/gcHBwkJeXr62tfffu3YMHDxgbSTD6j7e3N/qjNDMzYy6/yMKP6Ri9fRU4atxSHl5+LtIx6g4mxo2BMeRRV1ffsWOHrKwspx3pL71NP/SyIMjMgE5fDQeYM7G6M9gWDfn4+NatW4e+3rhxY1VVFWf9GTJkZWUdPHgQfe3q+o0/qOGgY4SBgTE8MTAwOHPmzIgRI749dHDTc4DVx9AKBZu+6ifdM7G600uYlZKScv369YF0kJVdu3YpKSkBQG1t7dKlS6lU6s88+5CkpaVl8eLFHR0dAGBkZLRixYpeBg8THSMMDAwMroZ1ibAvC4LMCPMKd1A6jr04NgC+DVneKbwzdTNlvmlSglIEHIGG0Ho/sMdFw5+fwiktLR0cHGxjY0Mmk+Pj45cvX37nzh321qIaVnR0dCxYsKCwsBAAJCUlQ0ND+fl7qC3TH1AdI/baxBj8GBoaort9JSQkOO3LUCY7O3vmzJnV1dUAsHTp0n///ZfTHnE3RUVFwcHBq1evlpeX57Qv301LSwsvL6+goCAwB1jfG1qhtFPaPZ57sN3FoY8EpD5L/bFDvysFfoCwsrI6ceLEjh07ACAoKKi0tDQoKGgI6ML9fDIyMhYvXowWfsHhcD4+PphszzfZtGnTxIkTnZyceqkmhAEAx49zYOPOMMTIyKiqqsrNzc3Ly2vu3Lmcdofryc/P37dv34wZM7gxwNLQ0HBxcTl16hQwlgjjyuLUz6j3ZUEQY5CAhll6Xnq6E3RXrVr18x3Yvn0747wpKSn6+vqnTp2iUCi9H4XBoLOz09PT08LCghFdXbhwgVFjAaNHLl26tH79+qtXrzo7O6urq3t6eg4BsRy2w9498xh9pKmpCYfDzZo1i402U1JSAgICMNFBLuVjgGWlYvWH7R8aEtijMzdhqmB6fPpxQiMBlab8+fj4+Fy7dk1AQAAASCTS7t27ZWRkdu3a9fr1azqdzhGXBj90Oj0pKWn9+vWSkpIHDx5EM9ikpKTCw8OxkrTfhJ+fn6FkUVVVdfDgQSUlJV9fX856NUjo6ury9fU1MzPbvn07p30ZdiAIEhsba2lp2UsJ0R/A1dXVzc0N/YwdPmhra7u7u/dSK4xb+LhEyIvnXWe6bpXJKt9MX884z77XbMbhcAwVdYz+QKVT+75J0FTB9JDNofm683GAO0g4yEExqvXr15uZmTk6OqLTMC0tLadPnz59+jQAKCkpqaioyMjI4DAVbwAKhdLU1FRcXFxfX8/SZW5uHhQUpK6uzgm/uIy1a9cuXrz4+vXr58+fR2uhUCgU9n6lcSN1dXWXL1++dOlSTU0NAOTk5Pz999+Kit9dSxvjhykqKqqoqNi4cSMbbdbV1aWmpq5cufJrRR2GKjo6OocPH+a0F2zgi9joB8IsBEES1idYKFkMmIfDAr8sv1UhfVrmYw6t0Jbs7OyBdK0PLpmaZmRk+Pr6nj9/Pi8vj9FeVVVFIpFevXrFQd8GD3x8fGQymaXR2tp6y5YtS5YsQQsQYfQFMTGxX375Zfv27aGhoWfOnKmvr589ezbLGCqVOnx2XdDpdF1dXZZlwby8PCzA+pk8e/YMAObMmcNGm0+ePGG7TYyfSQ8zH2iYle+W7z3fuy+LhoefD4VIk4pQO6gdHDk1DaEdjWMtNd0dUwXT+0vvv970eoHuAo4ktveCiIiIq6trbm5ubGysk5OTgYEB+silqqrKadcGEWjJSB4eHhMTk1WrVr179y4hIWHlypVYdPUDEAiERYsWxcXFJSUlsUyRlpeXy8nJnThxYphkruDx+E2bNqGvtbS00KDT1ta296Mw+gOJRNq3b5+6urq0tPS4ceNiY2Ojo6MVFBRMTU0BgEKh4D7x119/NTQ0rF69WkJCQk9PLzk5mdkOgiDXr183MTExMTFRUlJau3YtmlO4YsUKCQkJFxcXANiyZYuEhASj2FFNTc2aNWvU1NSkpaXXrl3b3t5uZGSkpqaGIAiCIHx8fOh5d+3aFRwcbGVlJSUl5eLi0tz8HQVROE5+fv7+/fuHgMjiVx/y+j6bFVEYkVKVwu2TWE7xTvkt+Tnzcn7+qe9k3yloKOhlQPdZK2ZIJBIej2f7xv4fY9KkSZMmTUJfV1dXV1dXNzY2ctalQQIOhxMXF1dXV8fWs9hLdwECLy8vIpG4Z8+ePXv2WFhYLFu2bOnSpUNjOodGo0VFRX348IFFKc3Nze3Vq1c7d+60s7PDqlcNNMXFxQsXLqyurvbz85syZUphYaG9vX1DQ4O9vT0a6+Px+MTExBMnToSEhGhrazs7O9vY2EyaNGndunW//vprbGwsw9SVK1e2bNkSEBDg5OSkpaV18+bNxsbG+/fv+/v7k0gkeXl5ExMTtDQZSkZGxty5cxEEOXnypKmpqa+v7+rVq3Nyctzc3HA4HIIglZWV7u7uV65ciYuLExER8fHxiYqK2rp1K51O9/Pz48DN+iGKioqOHTvm6OiICi5yL9+YRe9jmHX4+ZDI0REAACAASURBVOEHyx8MgHs/D1Uh1U5a588/b+/TV72HVihmZmampqb+/v4D4+CPo6ioODS+1TC4izt37jBep6SkpKSk8PPzf1McfzCDIEhcXFxAQMB///1HJBJVVFSWLVvGHEgpKyvHxMRw0MPhA41GW7p0aWFhYUJCAjpfZWBgYGpqGhgYyBBoIBAIVlZW6A/ozJkzPj4+WlpaBQUFACAuLs5sDd2xYWlpCQBmZmaVlZWoTQB49OhRa2src20oKpXq7Ozc2NiYnJxsZGQEAEeOHEHz3xcsWAAAOBxOTk4OTUVYsmTJnj17AEBLS8vd3f3hw4cDfGMweqBPzzrfXDREJ7HY7dtP5bT56QjbiJ9/3q9NXw3mBUEMjMFMZWXlrVu3nJyc0LVXHh4eR0dHljFxcXEIwvnCU30BQRAJCQkbG5vLly8TiUQAqKioSExM5LRfw5QrV66kpKRs3LiREQkBQHFxMS8v77Rp0xgtXV1dT548wePxZ8+e1dLSAoCwsDAAmDBhArM1TU1NAJgxY4avr+/t27dbW1sPHTqEdgUEBMCnyAnl8uXLOTk5O3bsQKMrAGhqaqJSqeLi4ox1AwRBIiMjVVVVd+7cibbgcLj29nbu2mmEiv4oKytz2pH+8h2Tyb2HWUMjE+sn0+P01feGVhISEiIiIgPjIAYGV+Li4hIQENDU1OTv7793716WqrEtLS3Tpk0TERFZsmTJpUuXcnJyBk+wRaFQWJS9cDgcc0KViorKgQMHsD2nnAKNk5gnRIlEYlZW1sSJE8XExBiNz58/b21tXbdunZmZGQAgCOLt7Q0AixYtYrZ29uxZtIqDi4uLpqZmUlIS2t7a2hoeHj5q1ChtbW3G4PDwcABglIIFgNevXwPAnDlzGIq7GRkZqOQpI7MzJyens7PTxMSEjTdhoNHQ0Pjll1/k5OQ47Uh/+e7V+q+FWVw6iVVNqi5tK0X/tVHbfs5Jjx49is7rskxf/disVWJi4pUrVwbEUQwMbkZQUHD58uVHj7I+w0RFRVEolI6OjqCgIFdXVyMjI+a5h58MhUJJS0u7ePHiqlWrdHR0+Pn5u5cWnTVrlo6Ojqura0pKSnl5+dGjR4dAHVwu5fXr16KioiNHjmS0XLt2jUwmo+uDRCIRVbYLDQ0FAIZqQ3x8fH5+vq2trba2dkdHB6pcWFpa+ubNm5CQkDdv3ixcuPD9+/cbNmxAx4eHh3d2dqLTVzU1NQ0NDQCQlpYmLS3NfOqrV6/Cp1kuVP8FXQpknidDf53YK3+K0Qs3btxAdycAACD9gEwje6d5a5zRAA8AD5jrP7c/1toobbtSd+mE6lg/tnaIdagh1ZzLO+cY54j2zo+ZLx8kD37AaEEQxP65Pa8/bxO5idlOM7nZLdlt9IPRMoEyEyMn5jbnpjWkgR+g/4LLgs/knpEJlBkTMSaHmPNn9p8zomagXemN6b3bQdvpCN270Nv4gbHxA2PFYMU1iWvqO+u/60oPHz5MIBCodKrOeR301pleNr2fd5+O0H/kxmFgYHwPISEhzN9SALBz506WMUFBQZs3bz5z5szjx48rKyvZderm5maWlsDAQJYPaHt7e5YxNBqNXQ4MH3799Vf0fp47d46NZhUVFWVlZen0j5/V5eXlaDmX169fk8nkqVOnvnv3jk6nKysrjxw5kjFs27ZtAODj49PV1TV79uz09HQEQdDaYs+ePUMQhEajSUtLy8nJoePRaapXr151dXVNnjw5KysLQRB5eXklJSWGJy9fvsTj8Tgcjkgk3r9/f+/evQiCWFlZAcD79+/RMVlZWYKCgtra2p2dnWy8CQwmT56M3uSXL1+y0Wx2dvaWLVvKy8vZaJMj9CvAQmEOs5LfJ/+YkaLWIsNww9EPRteQahAE8S3yVQxWxPnhfIt8GWOuFl4FP7hVdAt9S6KShP8VnhE1g9lONjFb676We4Y7lU7Nb84HP5gWNa2Z3Py06qn5Q3PwA49Mj23J2+ZGzwU/+DvnbwRBOqmdhNsEjRAN5vimRzto16X8S+AHAaUBCIJohmiCHyx4vuC7LhYNsHwzfdkSWtXW1jY2Nv7w4RgYwxMikXjq1Klly5ZpaGgEBASw9DKEDxjcu3ePZczt27cvXbp08+bNf//9NyQk5MGDB2QymXlAW1vb5s2b7e3tx40bp66uzsPDM3r0aBYjWVlZzGfh4eHZtGkT2y92GDJAARaqkn/x4kUKhZKYmOjs7IzGScnJyStXrrx48SKCIKmpqQCARjwoY8eOBYCnT5/Onz/fy8sLbTQ2NhYQEEBj7uzsbAKBsGfPHrTLwsICDbCcnJwY49FKD1euXKmpqQkODl65cqWwsLC0tHRYWNjkyZPb29vr6+txOJylpeW2bduam5vT0tJ0dHRkZWXZG/0wM0ABVkREBACkpaWx0SZHYEOAhYKGWdsebvuBY6l0qvlDc9kg2bK2MrSlidwEfoDzwzFPDq1JXIPzw9WSatG3j98/Bj+4kH+BMaCT2qkXqjf5yWQ0XskmZoMfzHo2C+01CDMAP9iesh1BkNja2HVJ6yraKxAEeVL1BPxgd+ruPtoZ/3g8+EFJawmCII5xjnz+fB6ZHt91vYcPHybwEJyCnNgya6Wvr798+fJ+GsHAGM4wZhoYML45GMTExLCMMTY2ZhlTX//FZDaFQmERTRASEmKZjurs7NTX11+9evXly5czMjKoVOoAXN9wZIACrPb29q1bt8rJyWloaKxZs6axsfHcuXPKysoqKirXrl1Dx7i7uwNAUlIS46jr168rKirq6+sHBgYyGt+9e+fg4GBgYGBlZWVqanrixAkKhYJ23b59e8SIEebm5szjW1tbN27cKCsrKyoqumbNGlSLS0pKys7Orra2FkEQVIjhxYsXmzdvFhAQ0NDQcHZ2HtB5ICzA6h22BVgoPxYuXC64DH5wNPsoowWNaawfWzNaumhdkv9Jjn04ltHikuACfoAGSSjHco6BH4RVhCEI8qbpjfEDY+372tnEbARBilqLwA8UgxVbKa0sZ1+ftB78IKEuoS92EARxTnAGPxh5f6RPkU8XrauL1vW913v48GECH+F7j/oaWICFgcF2kpOTL1y44ObmNn36dE1NTRwOl5ubyzJGR0eHJcCqqKhgGcOSqKumplZdXf2zLmJYM0AB1mBm2bJloqKiLNOoA8oABVjl5eXXr1//8OEDG21yBDZXk/gxQYHQilAAcNZwZrQk1CcAwDzleYyW6JpoIpk4d8RHoREimfhf2X9mUmYjhD4ne0ZWRQLAh64P61+uzyRmLlJZtGfUHkGCIOMUB40OivB8seGOQqeEVIQoCCqMkxnXFzsAcNb8bAulJbQi1CXRZX/Gfv/x/pPlWR92vw37qjOrqKgMgd0WGBiDCgsLC3SZhgHSbafhhg0b3r9/3/kJMpnM2MzF4Ny5c8LCwgoKCgoKCkpKSpgKKMYAQaVSHz9+bGtr2/2XkOtQUVFZu3Ytp71gA4OiXFdaY5o4r7iKsAqjxa/YDwDmjfgcYKFBz1zljwGWe6Z7J61zgcoCAGgkN0rxSQFAemO6JJ8kHof/w+QPJcEvFGBDK0OFeIRWaqxkOXVMbUxDV8MWnS14HL6GVKMgqNC7ndK20sqOypDJIbnNuQczDoZUhGx4uaFgQW867ANNZGQkB8+OgTFM6K4k9L///e+bRzk5OQ2MOxgYX/Ds2TMikWhtbc1pRzA+Mygep+hAF+QRZMx+3Si6kVCfoCqsaihhyBgTVRMlwiNiKmkKABHvI4LKggBgltKs/Jb81YmraQgNAMT5xPkJ/C6aLoyoKLY2lkwnN3Q1vKh7MU95nhivGMupn1Y/BQB7FftmSvOlgkto49fsAIDNU5uJTybG1MQYiBsETwqW5pdupnBTjScMDAwMjCHGuXPnUN32R48eDcKqHt9LRkbGihUrSktLOe1IfxkUAdaCEQtqSDV+xX5dtK7g8uADGQcAwG6EHfOCY2VHJQ2hJdQnnHh7IrwyXF1EHQCK24q3pWy7Pu46AUcAgGXqy2pINd7vvOkIvai1aHvKds8cTxpCi3gfQUNo6HQXCy8/vAQAGX6ZX1//ukN/B9r4NTsAIM4nLkAQMJc2B4C3zW+byE2rtVYP7N35FkVFRe/fv+esDxgYGBgYnGL79u2ZmZkIgjx//pylTiU3UlVVdefOHbRuAVczKAKsk2YnN43ctOv1Lt0w3dSGVEdVR/gyAQsAzpifEeEVWRS7iEgmeo31WqW5SoJP4kL+hfMW52UFPso0exh77Dfc75njKf6f+Pzn89VF1B9OeShIEAytDCXgCLOVZnc/9XL15TL8Mvsz9h8yPoSuM/ZiBwDuTbo3V3mu1WMr60jrVYmr/jL9y3O058DenW9hZ2eHPrtgYGBgYGBgDBJw3TM3OY5phGlBa0GDY4MAQYDTvgwIqampqampmzdvZos1tNToEJgWxsDAwGAXe/bsOXHiBACcO3fOzc2N0+4MTWxsbGJjYwHg5cuXaMlqtlBTU5OYmDhlyhQJCQl22fxpxMTEKCkp6erqwiCZwWKmoashg5gxXXH6UI2uAMDc3Jxd0RUAGBgYYIXJMDAwMDCGBgoKCosWLeLG6AoAFi9ezCheNyh2ETJzr+IeAExVmMppR7iG4OBgTruAgYGBgYGB8QWDaAaridx0Nu/s8TfHASCsMiysMozTHmFgYGBgYGD8VFJSUubNm1dUVMRpR/rLIAqwJPgkdujtKFxQiKxEnk59On/EfE57xB1kZGQUFhZy2gsMDAwMDFaWLl2K+5IzZ850H1ZeXs7Pz9/c3LPoT1lZ2d69ew0MDDQ0NPT19R0dHVNSUgbYcU5SX18fERHR0tLCaUf6yyAKsDB+jOXLl3t4eHDaCwwMDAwMVgICAtra2gwMDADAzs6ORCLt3Lmz+7CQkJCpU6eKi4t377p69aqBgUFUVFRQUFBJSUl6evq8efNsbGz++eefAfceo39gARYGBgYGBsZAISQkVFdXBwDr1q0TEOh581ZISMjChQu7t//555+bNm2ysLCIiYkZNWoUAAgICLi4uOzevXvPnj0vX74cUM85haWlZVRUlLa2Nqcd6S9YgMX1WFpaoo9HGBgYGBiDjbdv33748IFAINja2vY4oL6+PjExcf581qyY8PDwAwcOiIqKBgQEiIl9UYZk0aJFCFNB6yGGtLT01KlTRUVFOe1Ifxl0uwgxvpebN29y2gUMDAwMjJ6JiYkBADMzM5YgiUF4eLilpaW8vDxzI4lE2rhxIwD873//U1BQYDkEnd1JT0+n0+lYBfFBC/aDwcDAwMDAGCjQAOtr01fwlfXBmzdv1tTU4PH49evXdz+ETCYDQHt7+5Csk5aUlDRhwoSCggJOO9JfsACLA1RXV6enp7PLWnx8fGZmJrusYWBgYGCwCzqdjmqdfy3Aamtre/r0afcAKygoCACmTp2qpKTU/ajy8nL0hZCQEDvd/X5wOLCzFsp5dZdC7mSXTSKRmJCQ0N7ezi6DnAILsDjAtWvXLCws2GVt06ZNx48fZ5c1DAwMDAx2kZ2d3dDQwMPDM2HChB4HPHr0SE9PT0NDg7mRSqUmJCQAwNSpPWtuJyUlAYCgoKCUlBS7Xf4+Ro7gVZQmJEdd3r1S4/WLEM46MxjIyMj4/fff0ddYDhYGBgYGBsaAgK4PWlpaCgsL9zigx/XB+vp6CoUCAF8LyyIjIwFgypQpOByOne5+P9rKH6OIrs721pYPbLE5fvz41NRUtJwf16GiosJ4jc1gcT3Tpk0zNzfntBcYGBgYGKz0noBFJpMjIiK6B1g0Gg190WOd2bKysvDwcABYvHgxG139MR69IsVmdAqLyckrj5w4czVbbIqLi5uZmXF89bP/YDNYXM+5c+c47QIGBgYGBis0Gi0uLg6+HmBFR0fLyMgYGRmxtCspKQkKCpJIJGlp6e5HXbhwgU6na2trr1ixgu0+fy8IAvkVlJtbfdWUJAgE3i+7kK7OdgFBEU75xnGwGSwMDAwMDAz2k5GR0dTUxMfHZ2Vl1eMAdH2w+zIfHo83NjYGgOrqapautrY2b29vPB5/6dIlXl5eGBzg8QQlNVY5xucRVw+5mv9AYlZcXJyRkVFubi6bvOMYWIDF9Tx69AhNeMTAwMDAGDw8ffoUACwtLQUFBbv30un00NDQHgXcAcDd3R0A7t27x3LI5s2biUTiyZMnp02bNgAus42Wprow/6NNDVVXj7ucPWT/obas78e2tbXl5OR0drJtWyKnwAIsrmf37t1eXl6c9gIDAwMD4zPNzc3+/v4AICkp2dXV1X0A+mA8bty4Hg+fPXv2li1bPDw8goOD0ZSst2/fzp8/PzQ01MfHp8eChoOKZmItgefjBNvb9OhDrubRDy4jCJ2zXv1kuC8HK3T69PaqKuYWXhERQVlZMXV1g/XrZUaPZu5CaLS7EyZQ2toQOh0AzA8e1Fm2jNFbFRv73NWV8VZUVdXu0SMAAASpePas4M6dtspKAj+/mJqa0datYhoaj52cJp0/L6qqOqAXiIGBgYHB7UhISKAvwsLCBAQE3N3dDx8+zDwgJCRkwYIFBAKhx8NxONzFixenTp3q7e29b98+KpUqIiJiZ2d37do1RUXFAfe+36hoGP11My/M/+iTe+cQhE6ldGW9emg7d1NfjrWxsSksLGTejselcF+AZffwIam+/uHChZS2No0FC8bs2YPn4WkpLS3w93+yYsWoTZtMtm9nDMYRCIuTkmhdXQ/mzWuvqsq/fXukkxPuU2EBpUmTFkRFvdi5szE31+biRQVra7Q95ejR9zEx4/78U8HSEqHTa1+9it26VUhRsf39e5ERIzhwzb1ib2+vpqbGaS8wMDAwMD6DIEjvvSEhIRcuXOjdiIODg4ODA1v9+nnw8PAtcvnD0sbJz2t7VdlbZzevPopKCAkJDYFKz8CNARael1dAWppKIgGA7ooV/BISACBtaGh17Bits/PNlSsKlpbylpbMh+AIhC4iEc/D01paWp2QoDRx4qcOnLCiorCSkoSOjuInuZHKZ88KAwJsr11TGDcOPVbB2tryyJGYjRtlRo/GDb6qT3/++SenXcDAwMDA+A7q6upGjx7dS/2cIYOy2qh9J569L30jLTfsFn8GXbjQFxqysxEajU9UVFJPj7ldZ+VKAMjtVvy4MSdHUE5OY/58AMj382PpJeblqc6cyXhb9vgxAMiYmDCPUbS2FlFRYTndD7Nhw4bk5GS2mMLAwMDA4Drk5eXv3r3Lz8/PaUd+Esrqo1haWprqHgae6HFwdHS0iopKTk7OwPvFfk6ePIlubgAuDbDqUlMBQNbMDPfl6rW4piYA1Kak0KlU5vbalBR5CwvdVasAoDohoaWkhNFFaW3tqKuTYxLqbC0rA4DKZ8++OCUOJ6ahIckmYVlFRcUxY8awxRQABAYGPmPxFgMDAwMDY7BCp1Ev/7ki9PaRs4fs21uJLL2dnZ2VlZWolj3X8eeffz5Ck7m5NMCqTU4GALlu8uV4Xl4AoHV2dhG/+IHVJSfLjR0rMXKk4vjxAJDv7/+5Ky1NxsSEICDAaBFVUwOApN9+S/bwYLajNnt29zMOBjw8PG7cuMFpLzAwMDAwMPpE/BOforxXAPA2PfrIdqt3b4em0hD35WDRKZQPmZnQU4DVUVv7cQzTDBadSq1PT7c8ehQA9Favrk5IKLl/32THDj5RUQCoffVK4cuELYP168sjIxEa7V1QUHFoqPrs2frr1olraaErjBgYGMMKNFWZJTnX0dGxpqamq6urs7MT/T8tLY1FdNve3p5GoykqKiooKKD/z507l4+P76d6j4ExKBk/3bmhrgzdYEhsqDq5f84K1zMTZrigvdOmTauvr2dsw+ReuC/AasjJoXV28ggKSurrs3S1FBcDAA6PF5KTYzSiCVhC8vIAoGhlJTFyZFNhYdHdu/qrVwNAbXKyxcGDzEYkdXWneHunHj3aXFREJ5OLQ0OLw8J0li0z27cP95X9tJzF2dl5xODb24iBwaW8fPkyNTU1Pz8/Pz8/Ly+vsrLy3bt3mpqazGOysrIKCgqYW0gkEoudmJiYlpYW5paOjg6WMbdu3TIxMdHX1xdgmkTHwBjyoBsMjS1mXfRc1t5KpNNpzJsu+fj4ZGRkOOgeu+C+AKsuJQUAZExN8Tyszle9eAEA4trazJEQmoD18Q0Op+fi8vLgwYI7d/ScnSnt7W0VFVKGhix25MeOnXP/flVcXL6/f01iIiBIwZ07fOLixtu2Ddx1/TC//fYbp13AwBg6eHh4REZGMrfk5+ezBFgKCgosAVZ3JUkWHWoJCQkWOe/GxsY1a9YAAA8Pz5gxY8aNG2dra2tvb9//S8DA4Aq0Daw9LqTcOLVBQlqJXYWiBxVsDrDoNBp+gKd5alNSAEDOzIz11FRqVWwsAKjNns3cXpecrMH0maU+d27G6dPt799XxsTg8HjZMWMYgVrzu3dvvL2t//oLAHB4vLKNjbKNDTEvL+XIkQ8ZGSX377MxwKJ2dRF4eQeh6AMGxpCHRqMlJSU9fvw4Pj5+48aNLBVzdXV1mQMsPB7f1NTEYuHixYsdHR0CAgL8/Pzo/90fuKOjo0kkUkVFRU1NTXV1NSrGzUxeXh76gkqlJicnJycnx8TEYAEWxrBCTEJux+EQKoXM3BgZGeno6BgfH2/y5XZ+roNtAVZnc3PS9esdjY1zjx5ll83u0KnUD+np0FMCVmlEBKm+nkdQUJPpE4pOJtenpVkyuYTn49NZvjzr/PmC27cl9fXlx45ldBHz89FFRmYk9fRsLl68O3FiV7cP2f7Aw8f37//ZO+u4KLoujp/ZhaWlU2mlQ0pEBRERMFFM7E6wH4zXx8DAeB4Vxe7AwKIUkRAUxCCkRbq7WWDZmPePgX1WVERZWFbn+/GPmTv33vntyu6euefcc1asUBs50sTZmadn3oErV67IyMhMnjyZXdpwcH5X3r17d/To0aCgIKZHT1dXt5OBNXbsWBqNpqWlpampqaWlpaio+HV2RF3dznvOv2bkyJFddxASEpo9e3ZaWlpKSgrmH/m6akpqampoaOi8efN+D48JDs7XIAiBl/TFjyCdThfkaWZ89UzCdbBhBaW1vv7l8eMnR416ffas+ZIlPZ+wC2pSU2ktLQQSSVJfn7Wd1tqaeuECAOitWSPAEoBVERvLIySEBWAxGTJ7NpGfv/zDh7zAQNaUpHUZGQ25uVQyudNNSaKifKKiYmzK0dAOgpg4Oz93d/ccPfrdtWu0HlS1/Pfff+/du8dGaTg4vyuVlZWPHz9mjZf6OiPdlClTzpw54+rqamdnp6Sk1M3c07+AoaHhvXv3kpKSmpubX758eejQoVmzZnXqc+fOnY0bN8rIyBgbG7u7uyclJfWSGBx2YWRkRCAQEASRk5NjMDhcei85OVlBQQFBEARBnFnKxPVzaiuyJ1oIBt/bRWnt/HPMXfTIwGKaVq9On6Y0NelNnCilrs4uZd8Ey4AlZWBAZMnPhjIY7/fubczPV7Kzw0LXmRQEB38dC88nLq7m6AgADBqNNbVV7adPtOZmzFBjpSYtrbWmRpXdS0QaNjbyenpNFRVsMbNwcHBYaWhouH79eqfGMWPGYKkdNTU1169f/+zZs4iIiL7X1gl+fn5ra+sdO3bY2tp2uuTr6wsAKIomJCTs2bPH0NDQmyXLDE4/JCEhAXvitbOzI3A6CERfX7+kpMTFxQUAJk6cyFkx3YTcWBMfdoKHCLmfoo5ts2ttbuS0ol/nF//7O5lWAIAQiVYsRQB7iYLgYADAMqqjdHpzWVlRePjzWbPyAgJUHR1HHD3KDG9HGYzSN29yfH1bKirIJSXwZVkorYULAUB22DDWcPjajAxZc/PcgIDYgwdba2qwScpiYqI2bVKZPHnI7NnsehVxcXEXLlwABLHuqIjeEzNr7dq1Tk5O7NKGg8PVMBgMX19fBwcHMTGx5cuXl3ekbsEQEhK6du1aXV3dp0+fPD09x48fLywszCmp3WH79u1OTk7M6HgikThu3DjOSsJh5cOHD/fu3SN/6feoqKgAAHuWAiGcpa6uDkEQBwcHTgvpFoLC4tbjl2Mrx4W5yXvXmRXnpXJa1E8gIyMjIiKCHSNdF6T8GizW6t21a5hdxUR/yhQnT0+2afwWD8zNqR035REQQAgEfikpQVlZERUVNUdHqaFDWTv72dqSS0uZpzrLlg3dvJm1Q+S6dfIjRmh0hF9QampCFi60v38fGIyUixcrYmOx8oVCAwdqzJ070MoK2OcpcHd3d3d3p9FogKIXp0wp/bIggLCMzKjVq3sem4WD86dx586drVu3lrJ88L28vNatW8dBSWyhpaUlJCTE19e3rq7u8ePHrJfodPrcuXOXL19ua2vbe95MbsTNze3YsWMAcOrUKVdX1166i5mZWV5eXllZGZHlWX3KlCkBAQFlZWWyX0ancAQURZWVlQcOHBgTw/5kntbW1pGRkQDw9u1b8y8zSvYEFEXfv3p47fgKFGUAgKCQ6L/eeQRCf0yT1DU/EeT+PdMK+mr5aua7d93v7Bga2nWH0V+WMeeTkJgUGIgdG23Z8rPafhEEsd648e7y5axt2GpW1PnzuJmFg/NTxMbGMq0rHh4eBwcHva+SsHAjAgICU6ZMmfKtXMePHj3y8fHx8fHR1dXdsGHD/PnzOyWDwOk9KioqYmNj58+fz2pdUSiU8PBwIyOj/mBdAUB2dnZhYeHKlSs5LeQnCAoKmjhx1jPfmyE+f1NayWv+d5cbrSvopovwa4dgJ/og+up3BYvE+rq9+07DkydP3r9/v9cE4uBwDS4uLkQiUV5e3t3dvaSkJCAgYPTo0ZwW1bt4eXlhB6mpqStXrpSWln7y5AlnJf05vHjxAgAmTJjA2vj69WsymWxnZ8chUZ3BKtV2EskVyCnp7T4ds3zrFQ29UZzWRaAMFgAAIABJREFU8ov8wMD6oWkFfbV89dvCEon1Nd0xsy5evOjv799r+nBw+h0UCuXq1atTp07tFOGgpqb28OHDwsLCv//+W1pamlPy+hJvb+9t27ZJSEhgp2QyuZ9Hlf0ezJs3T0xMbNGiRQCwZs0aMTGxDx8+YJewQr/29vYxMTFWVlZCQkKmpqaJiYnY1YSEBKSDR48eeXp6SktLm5iYpKa2hxk1NDSsX7/eyMhIWlraysqKmSwNAMrKypYsWaKsrCwpKbl06VIymayvr6+srMz6KWhpadm+fbuKioqkpOTw4cMjIyPDw8Pl5OSMjIz65p1hC0QiUVBQkEAgiEnIG1lwcZG67xpY3TGtMPDlqx7yvUUsJvhOQxwcjNLS0r///ltRUXHZsmV+fn6hX0UCTJ06ldgvS1r1EoqKiocPHy4sLDx//ry2trauru7XWxFx2I63t3dpaamQkNCoUaPq6urq6urMOuqFBAUFCQoKtrS07NmzZ8WKFUePHo2Li9vY8RStrq4eEhJiamoKACkpKVlZWebm5vHx8U+fPsVajI2NxcXFY2Njo6OjX79+zYwe+/jxo4mJSXBw8OHDh6Ojo+Xk5BYvXpySkuLo6MiMvcvJyRk+fPjVq1cvXLhQVlZ29erVFStWhIaGTpgwgbvi8+zt7clk8veyjH5KjOxjPb/MN2Kwuoi1+hqEQDCZN6/xy606OD+guVmESGR908wXL/bdurXrQd+Lzdq2bZsMS+qv/gCFQklLS8vJyUFRtKSkhNNy+gWDBg0iEomqqqra2tq8vLyclsOV5OTkDB48mPV5/dKlS/iuOgAQFBRctWrVqlWrsrKyuOunlHsJCgpqbGzslHk/Pz8/PT1dSkrqxo0bgYGBJBIJW4Ji1i0eMGCAra3thg0bAKCmpub06dOvXr2Sk5ObO3cuhUKZOXPmoEGD9u7diyBIW1sbAPDw8AAAjUZbsGBBTU3N+/fv9fX1AWD//v1Y/UpHR0dsZjqdPmfOnMzMzOjoaGy9SkdHx8jIyMfHh1sSNHSH6NBbt067jJm4ataKI/3/T/0LA+unTCsMlMG4zr78BX8OGxUUjn+Vtbk7fG1mYcvU/YGUlBRPT8/g4ODCwkKsZdy4cSEhIZxV1U8YP3485jsAAGVl5alTp7q6uqrjS78/Q2trK9O60tTUdHV17T9//P2EwYMHM4/T09Ox3JKGhoY3btzgnKjfEyzZFdO+wcA+49LS0jdv3iSRSADw6NEjABg7diyzT05OTlpamry8/MGDBwHAysrKysoKAA4fPvzp06ejR48iCJKWljZv3rzBgwdjGyHPnz+fkpKybds2/Y4M23V1dTQaTVRUFBsLABcuXPjw4cOGDRtYvYE5OTm8vLxct6hJpVIbGxsHDBjA82XF4aLclFunXVEUDQ88T6O1zVt7klMKu0m7i7D7DkGc/kB/cxrev3/fwsJCX1//8uXLTOsKABobuThHHHupra1lHufn53t6eg4ZMsTW1rZTXWGcLuDj49PT09PT05syZcqnT5/WrVuHxxt1QUtLS2JiYmJiYlZWFqe1/G40NjYGBATo6uqyWrTQYWAdP34cy2dLpVLPnj3Ly8s7Y8YMZh8/Pz8A2LVrV6e/XuyroKqqavny5YsWLXJyckpKSsK2wQYEBADAsmXLmJ3j4uIAYMKECczlcCwSd+3atcw+tbW1SUlJlpaWAwYMYOur73VCQkIkJSWTk5M7tQ9U0bGwmYsdv3p+9c75zT+bZ6qPaTcPq/PysiIjcdOKu2iqrMx79+5FWtogHZ0lvVyk6HvU1dUtXrwY+8pgIi4urqampqqqOnjwYOYD1h8OgiDy8vI5OTnp6enY4j+KomFhYWFhYUuXLvXy8sJ31/8QdXX1r79zcXD6noCAgNbWVmz5qqysjJeXV1JSkkKhhIWFKSoqMrcQPnz4sKSkZO7cuXJyci0tLfz8/AiC+Pn5CQoKzp8/v9OcCQkJ4uLiBALB3d1dQUGB9VJ8fLykpOSQIUOYLRcvXoSO9bPKykppaem4uDgRERHWPpcuXWpra8P8g7W1tSIiIp0WhLgOBCEsXO/FYNDfvrwLAJHPLosMkJo8dyendX2X9rd7oKHhCj+/3DdvIk6eLOjYDYHTf0EQLTu70evXy+no6OjoGJWUcMTASkhImDlzZnZ2NnYqJCQ0d+7cNWvWcNeOlb4nKirq3LlzDx8+xCytq1evxsfHP3jwoNPTMA4OTv8kPDwcABwdHdva2ubMmXP69GlJScmoqCgymbx27VpmhZxbt24BwOrVq9va2qZNm3bs2DEFBYWoqKjp06d/vaokKira1tbG6vWOjIy0sLAgkUhEIpF168a7d++ePHmCIIi9vb2fn19MTMzhw4d5eXlZY5IKCwuPHz8OANbW1lQqdebMmRcuXOCWmAQ+Pj4FBYVvxqoiCGHxxvM8vKSoFzfEpQaaj5nT9/K6zxf2rOqIEaojRvyUmcXDx+ewZw9JSKhX1P0x1BcXhx07Bt1Z7WQxrXpfV1eEhISMHz+eTqcDAIIgHh4emzdvxsO3u8OoUaNGjRp15cqVgwcPHjhwAAA+fvyoo6MTExNjYmLCaXU4ODg/gFl1e+HChTNnzsRCozD/IGvhsujoaBEREQkJiVmzZk2bNk1fX//mzZt0Or1T5BaGs7PzkSNHLl++vHTp0tzcXE9Pz0+fPmHOAScnp3Pnzl28eNHR0TEqKsrX11dAQICfn//169cnTpx49uwZAMycOfPUqVPnz59fsWLFhw8fzp07h0XB0+n0pUuXTp8+nVusKwAYO3ZscXHx964iCDJ/nSeRh3f8zK3ikgrf68Yp5s2bZ2Njg/lzv7Fg+FNmFo1CqS8qsvnrr94Q+ufgs3r1j62r75hWBw4ckJSU7EVx36KgoMDZ2RmzriQlJW/evMmNiew4Cz8///79+zU1NVevXk0mk7GnzLi4OHFxcU5Lw8HB6YoNGzZs37593bp1bm5uM2fOxBqfP38uJyc3bNgwZrfNmzefOnVq4cKFBw4cGD9+PAD4+fkRiUTsuBN79+4lEokHDx7ctGmTkpLSsmXLjh8/jjn1jh49SqfTd+3atXXr1hkzZly6dGnQoEEXL168dOmSj4+PoKAgAHh4eNDp9L179x47dsza2trT0/P27dtHjhyZPn367t27l39ZL4TbQRDC3NXHOa3i2zx//pyZxP8HtQi7Y2aRhIQ2vn4tgP8q/Crl6ennJ07sysDqN6tWGG1tbVZWVu/evQMANTW1hIQErgui7FekpKQMHz4cqxc7adIkf3///r/9GKf/09bWhiVJ4ePjk5eX57ScvqZvahH+4fRSLcLm5uaysrKBAwdiewW4C0lJyUWLFmH+2R9kclcdMWKJj89Cb2+ljixqX9NGJsdcvsxmjX8SkZ6e37WuEETL3n5VYODs8+f7iXUFAG5ubph1xc/P/+DBA9y66iF6enqPHj3C4jYCAwOxXwWcr2lubo6Ojo6OjmbmxcbpAhKJpKKioqKi8gdaVzhcTUREhLq6elpaWveHoCj64MqOrDT2F7TuCd2qRfhDM+vdjRstLLvQcbpPeXp6+osX37jQbdPKzc3tzJeFq3uVsrKyc+fOYceenp7GxsZ9duvfGHt7+7///hs7Pnz4cHNzM2f19E/y8vKw8LWlS5dyWgsODk5/gcGg3z6zPtTvzJn9s0oK0jkt5z+6ZWBhdGFm4YtYv8w3lq9+ctUqMDDwzZs3vaXvKy5fvoztfbO2tuauCu39nD179ujq6gJAbW0tlsMQBwcH5w9EWFhYW1ubv6NayQ+htrWmf3wJAM3k+pN/OzbUVfSmup/gJwwsjO+ZWfgi1i/QefmqXzoEWaHRaFj+FQDAqj3gsAsEQZhJAplrhDg4OD0Ei27E6Q1aeyfNtZWVVVpamra2djf78/ELue55JCgsBgD1tWVn9s+itrX0hrCf5RfTjn290xBbxOp6O2FtenpQR0Jby5Mnm8vKUi5cEJKXt/DwEB08GACoTU2Jp05VxsU1l5eLqqkN27dvgKoqAACKZj9+nHH7NgBQamvlR40y2rKFT1wcUPTe0KEMGg0AtBYulDIy+nT9ekNu7sAxY0x37OAVEcHuRWttTb14sTI+ntHWRiCRjDZvljQwAAAGjXavo5zk0E2b1GfMSDh6tDA8XEBKysLDQ7KjKEFXAgC+K7vLIRj/LV/1IIzd09OTWeiqtwkKCsIStSsqKk6ePLlvbvrnMH/+/O3btzc2NsbGxsbHx+PuVxycX0ZLS0tCQqKmpgZ3uPceWK0ORUVF5r45TiGvqLnl4DOPrWNoVEpeZrzvLfeZyzw4Kwl+YQWLlU6rWT9cxBJWVLS5fFlCVxcA6jIzGwsKJA0MatLSiiMjsZagGTNIAwY4+PjY3b5dERcXe/AgNjDTx+fd7t26K1dOePKEyMeX8+TJu927sUtTX74cPGsWAFTExdVlZFgcOmS4fn2un9+HjrGNeXnPZ8yoSU21PnvW7s4dpXHjQhYsqM/KAgAEQey8vRVtbQFAWEkpZvv2Aerqxm5uDbm5Cf/8w6q8CwHfk93FEIz25aser1qNGzfO7PtbENhLQkICdjBv3jzWxHc4bGHAgAHTpk3DjuPj4zkrBofbSUxMFBcXFxcXd3Bw4LQWDkAikWpqagAgLy+P01p+T1AUxd7boqIi9hpYDQ0NCQkJLS0/two1SFVvgcspANDUt5wwy42Nen4ZNiTOZ13N6noRi1dYWM7Cgu7hAQBt9fWm//tfRWysgJSUyqRJjLa2qE2bBOXkDNatAwShU6kAgHT8hOcFBACAlIEBAEjo6jaXl4tji4cIwi8hwaBSAUDJ3l5n2TIAEFZUTPLyKnn1CgAYVGr0X381FRXZXLnCIygIACqTJ8ceOpR6+fKIw4cRIlFq6FBAEADIuHnTwsNDWFGxMS8Pk8qq/HsCupD9Xc0dRJ461a+SL3SHnJwc7KD7i7c4PwXzjc3NzeWskn6IsLAwVveDi1ImchA6nV5XVwd/aklQNTU17ID5rYXDXsrLy7HVQTk5OfZW+oqKipo4cWJ8fPzPFgUZPsaZQOAxtXQiEPrF8z/bKhNhZlZBbGzX3ZqKiuqzswWkpQ03bAAAGVNTGVNTAEi7fLkhN9do61ZAkPrs7DdubiJKSkZbt2KjhBUVKxMSwles0Fu1asSRIwBAYGYMR9HS6GgheXmthQvbWxCE1tLCIyAAAFkPH9akpQ2eOVOww75G6XQAaOj4yDHa2srevEEIBJMdO4QVFQGg6OVLAJD+0jvzPQGfbt78nuwuNPv7+/v7+Z308BCWkfnFt5uFNWvWqKmp/dUnuV6ZX1XMLy8c9qKK+cTxX4VvoaSkFBgYyGkVvy2h97ZlJT5rqi9z3hI4UJ1tOY04BfM7Kj09ncFgMMvX4LCLlJQU7KBf/RwMGz2TswIcHByw7UrQQxfh1yiZmnbdoSg8HAD0Vq3C1pOYlEZFAQCltvbd7t0xO3Yojhs34ckTsY66lSY7dgyysWnMz4/ZudPf3r7q40fmwNpPn1oqKjTmzWOaL/VZWXQKRUxTEwAq4+MBQIGl3nB9djYAiHY8AZd/+EAlk9WdnDDHJaBo9qNHAKA4bhyrvO8J6EJ2F5o/fvx4/cYNtlhXABAZGfmRZfJeRV5eXk5ODgBUVFT65o5/GsrKygiCDBw4sM/i6nBwMGznHFHSshIUkVJQ/cHXeNeEP9gZem8bu1T9MnJycsrKygBQU1Pj6+vLaTm/IdeuXcMOWJPXswUxMTELCwsh7izB5+3tjdXJAbYbWD+kKDych59f5av46JpPn0gDBgCBYODi4uDjo792LbFjiya5uLg+K8vq1KmJ/v6KtrbN5eXv9uxhDsRcgawLTpiFpDBqFABg/j4xlgLjhaGhACDTUfENM/iwKC4AqIiLa8jNlR02TERJidbaii13dSHge7K71sy9hIaGlpWVAQBezqWXkJCQQFG0uLg4KiqK01pw/ixQBj0vLVzdwAHpgXuFRqUkR98WEesXqU2ZeWTOnj3LWSW/HxUVFQ8fPgQABEHYnq9nxIgRb9680dDQ6PlUdDr16b0jPZ/n1+hTA4tSV1cZH69gbd0pwgkASMLCBBJJzdFRoGNdp+LDByy4KnTx4pAFC8rfvxdVVx914gSfmBiVJaSg+NUrABDqSFVc9/lz1sOHIkpKmvPnA4CQggIA8EtLtwuoqckLCBDX1FSdOhUAAEWLX74UUVaW6IiCKggOBgC1qVMZVGrUxo11mZldC/ie7K41s5erV6/u3Lmzlyb/Hngtl14Cd2TgcIrSvPjmxqohhj0qKlqU+Yba1qKmb8cuVT1h2bJlJBIJAMLDwzMyMjgt57fi/PnzWEJEGxsbLS0tTsv5NlXl+Ye32vjfORgewJnEN2yLweoOJZGRKJ0+yMbm60vKEyakXbmS/fChmpMTubj4061bDbm5o0+fBl5eXmFhIh8f5sKrz85ua2zUXrwYG0Wpra1KTJQ0MEi9dMlww4amwsKorVt5BAVHHDlCIJEAQGPu3MLQ0OKXL5XHj6eSyW+2b0eIxOGHDhF4eACgJi2tubxcZ9ky6DAXqpOTAUBARiZq0yaF0aPFtbQAoAsB35PdxRC2M3z48F6aGQcHh3sxNjZmMBhd90l9ey/5zR0qhTxoiAWRSOIlCSppWgFA4uvrIXf/AgBT27Wq2mNC7rlRWuotHXcZjFyADWwl177yO0CuL6e2tQxUNxs5aTsAPDozpyQnlpdP6IX3ZlklQ9s5RwAAUPR9qFfKmzuU1saRE92qStKzk4NXuMeVFSTePzmVSiErqJkZjV4WG3aupal60tKLCmps2xMtKys7ffr0u3fvoig6e/bsmJgY9sZi/7HExsYeOnQIO2Zm72Mj1dXVSUlJZmZmwl+txfwUb8JuF2QnAsCja3+raw9XHvxzIfM95wfFntnL6w0bil6+nB4VRfqqeh2dQkk5fz7v6VNKba2QvLz69Oma8+dj2/GaCgsT/v23ISeHV0SETqGoTJyotXAhc6fem+3bx92+nRcQkOPrKyAtLW1sbLhhg6CcHHPm4oiIlAsXEAKB3tIioa9vuGEDv4QEdinJyyvl3Dm7O3ekOrJhZT9+nHTqFK+IiIGLi5K9PdbYhYDvye5iCAC4u7u7u7vTaLRefK97B0lJSWznM5lMFvwyig6HLWRlZQ0ZMgQA9PT0kpOTOS2nf1FfX//06VMAkJCQ+DNTD7CXqACPvLSXM1x9+AVEI5/sS4y6oaI9ZsqKqwAAKFpWkHj7yDhT27UIQjAZszI3NSzi8V7Xf7OwsU/OL9A2naZl6lRd9vma+8g1h1OFBsgAwDX3kYoaI23nHGXeJcxnR0n2+ykrrwkIiQfdXF9RmKSmN27s7MMAwKBTPTep8AuKjZ62R8t02ptn/+Qkv1i48yUbX2NmZqahoSG24X/JkiVXr15l4+R/JjU1NSYmJliCBgMDg7i4OB4eNq/UPHv27Nd2EXaCQaf9+7+JWIFCKVnlvWc+8JK6mx2ePaDcTNTWrT5mZnQqldNCfo59+/YRiUR2zTZv3ry9e/eya7aukeiwTclkct/c8U8jMzMTe4f19PQ4raXfkZqair05xsbGnNbC9ZTmJXhuUiHXV2CnOalhx9ZIpb17wOyQ9v7hsTVSz2+tRxkMFEUTo27e+WcC8+rpLYM/hJxBGQxqW+vz2xvptDYURcn1FcfWSGUnv2B2K8v/eHKDUkNtMXaaFH372Bqp7OQQ7LSiKPXYGqmoAI8OSfHHXRXY/kpv377N/L1zc3Nj+/x/FC0tLaNHj8beTGlp6YKCgt64C/YcFR8f3/OpaqqKN89TWTlZZOVkkcv/LOv5hD8FFwd8oHR6aVSU7LBhBHabz9xFfHz858+fOa2id1FRUUG+RFRUVEtLy9HR8es6jHQ6XUJCgkgkYj07VcJ++vQp6zxDOjZAoCj65MmTsWPHqqqq6ujoODo6Ypnu9PT0srKy+uh14uD0Fe9fnNI1ny04oD0+taYsk0DgUdP/b/d0TkoIv5C49XR3LIIiOdpbVWcs86rBqIURj/fc8BiT/uGh7ewjBCIvABRmvuHh5VPUGMXs9iHES9tsuoiYAnbaUFPEw8unpDmq4xYveEkCxmNWdlwtFhZlf0LwefPmrVmzBjs+evTo7Nmz/8zEYD0nMTHRwMAgMjISAAgEwu3btxUVFXvjRtLS0g4ODgO+8nT9AuKSCiv+uo4FDfOS+FH0B05z9sLFBlbZ27dtDQ1SPVtCxOEKPn/+nJeXh33eFi5cWFVVVVhYeOvWLVFR0ZEjR+7atYu1M5FIrKmpIZPJ2CbtU6dOsUaiTJgwIT8/38zMjIeHJygoiBn6um7dOldX1507d+bk5CQnJ7u4uEyZMmXs2LF5eXn9KssLDg5bKC9MUtG2Zp5mJQUpao7iExDFTlEGPTctXG/4HKylJOdDeUGi/oh5zP5WU/+e7nJfREw++PbGoJsuWGNhZrSixihe0n9xTmUFiQrq/+3hz0sLV9K05OFtd9PkpIQMHDxcQKh9XTwnOVhKoVcyGJ86dcrS0hI79vHxGTJkiLe3d2/c6HeFSqWePHnSzMwMW2LHHlzt7HprK4OZmVlQUBC78glrGY62n77J5W+fha5eCNKnNg+3GlgZt29j1WxKXr/O+7NzDz548ODAgQOcVtG7kEgkWVlZrGjr+vXrJSUlBwwYYGZmdvPmzRkzZhw8eDA8PLzTECKRWFVVxcvL+/nz5+DgYGY7giBKSkrKysoLFy50cHDAdu35+vqeO3fu6tWrY8eORRCESCSOGzfu8uXLMTExhoaG+M4+HG6ETqc3NDQ0NDR8s9pxc0OFsHj7wlJVSXrh52h1fXsUZbx5ehRQtDQvvpVcO2ToJKzDx9fXNYwnC4nKZsT51VXm+Xg6AYCqjo3T2rsTFp3JTQ3DupXmxqnpjUNRRvDtDQw6FQCa6kolZNp/JsvyE0rz4lV1bRvrSpKibraSa0tyYiVk25eQG+tKMuL9ja1X9MZbwcPDEx4evnXrVmwlo7y8fP78+UOGDPH09CwqKuqNO/42pKSkrF+/XkpKatOmTVQqFQDExcX9/f1Xr17NaWk/wbSFe/XNOBC1ya3ONc3587FEDNzIoEGD2Lj1j5k09vfm/fv3dDpdTExs6NChrO3r169/+PDhP//8Y/Pl7tTY2FgFBQVLS8urV696enqOHz+e9erHjx9Pnz7NPPXx8QEACwsL1j52dnbq6uqGHRsgcHC4i8TERBMTEwAYMWJEdHR0p6uySoa5KaGyigbNDZVR/h6AILKK+jHP/lEcMhIQJDvlBb+gmIJqe77AvLRw+/meVSXpzY2V/IKiBZ+j6LQ2Ig8JAGjUVmWt9qCcmopsWUWDKH8PBTVzzGkoq2SQlfRcQc2svrrgzdOjCIEoIaMe8Wj3mBkH8tJfooBWl2ZQWurpdNqz62uVtUYzp2I7PDw8x44dGzly5OLFi+vr6wEgKytr48aNGzduJJFIenp6Ghoa/Px9GwHdjykrK8vNzc3KyqLT6aztJiYmDx48YBac6CXKy8tjYmLGjBkjKiraqzfqbbjVwOJqli5dunTpUk6r4DIwx7+lpWWnItNY8b6IiAgqlcrLLKAEEBERYW1tvX79+qtXrwYHB3/69ImZrKW+vr64uJgZqgkAWBCbr6/vggULmI0IgmhqauIGVv9BXFwcC6ZRUlLitBaux3bO0cCrq3JSQwdIDLKb+y9yjxh4ZeWIiX8paowEgNyUUBVta2bGUcUhIyIe7Ta0XGRqsxoQZOKis/6XlvKSBFqa6yRlBzss8MS6DTZweOG92XTcOr3hczrucuzptdVZSUGScpoOC04/vb7m5aPd9vOOC4vKZaeEyCsbmdisuvvPJGpbs7qB/ehpe4GtCfYYdBqB+MVv3NSpU1NSUry8vC5evFhbW4s1trW1xcfH19TU4GWhMeTl5UtLSzs1ampqbt68edGiRXx8fL0tIC4ubtq0aT3fRcgRtLW1Z82atW/fPgAu30WIg6LolClT+mxrDAd3EWILVMeOHevUjj2MAkBJSQlru52dnbe3N4qi9vb2ALB27VrmpYCAABsbG9bOzs7O2CQrV66srKxktt+8eTMtLY39L+b74LsIcdhFXFwc9rc0YsQITmvpDINO89qqER14pJfmp1IpEc8ue+6Z9r0OFArl5s2bo0ePlpSUxN6lkSNH9s0PcP9HUVGRmUpaSUlpxowZ0dHRvfQ/9U3YuIvwm+RnJVz+ZxmDweiNySUkJDZt2oQd4ytYXE9mZmYPs7H1f9ra2mJiYgDAiqWsJAYzhAKLD2AeR0dHYzlvNm/eHBwcfOPGjYMHD2IF/l6+fNnJn7ht2zYfHx86nX7x4sUbN27MmTPHzc1NR0eHdUELBweHXRTnvG8h1yhrWbN9ZhqtLSbszjOfozWVRWZWM77XjUQiLViwAPuAU6nU1NTU2tra8vJytuvhRgQFBQkEgqamprq6OkciUOXl5efMmdNLBdlePPF8fH0PijI09EZZ2i/ujVswwQ0sHC7gw4cPLS0tQkJCX68Yp6enAwCBQFBQUGA2YgFYAwcOBIBx48bp6emlpKRcuXJly5YtAPDy5ctOuRsMDQ1DQkJcXFzS0tIoFMqNGzdu3ry5bt26EydOsD2HHg7OH05e+su3QScAoCjrjaiUkrCo3A+HdAc6nRoTdueZz7HqigKsZZCKXncG8vLydorsxOEsRkZGd+/e7aXJadQ2LFnD4+t/GwxzEBVnz5/fN8G3R3E9z58/P378OKdV9C5YANaIESNYo6wwnj9/DgB6enqslhAWgIUdIwiyefNmAPDy8qLT6bW1tdnZ2aampp3mGTNmTHJysr+//7hx4wAARVEvL6/9+/f31kvCwellSCSSkpKSkpKSrCz7k0v1BBXtMXM2+289W2luv5Et1hWDTosOvbXpxwRQAAAgAElEQVR7tfEtL1emdQUAA1X+iA1AOD+F/fSNCso6ANBMrr9/aVuv3gs3sLiefvgFynYiIiLgW/5BKpWKeetnz57dqT/TwAKAuXPnysrK5uXl+fv7v3r1atSoUUxDLTU1lekHJBAIkydPfvHiRUJCwogRIwDg+vXrvfOCcHB6HT09vfz8/Pz8/MePH3NaS2/BoNNiwrx3rzG5eWpdVXl+p6sDlXEDiyspKiq6ceMGVpaN7RCJvAvWncISYsVFPUlL6Jzih43gBhZOf4dKpWLp2r82sO7cuVNaWiokJLSYpZY2hUKJiopi7czHx+fi4gIAp06dioiIGDNmDPNSYmIi5mRkZejQoQEBAUQisbq6mt2vBufXqaqq8vDw8PDwuHbtGqe14HAYBoP+9uW9PevMrnuuqSzL/bqDoJCouNTAvheG03OSkpIWL16cn9/ZYmYXalrDsOgrUXE5XlIvborE40u4HhsbG11dXdasTr8ZcXFxZDKZj49v2LBhrO3Nzc0HDx4EgN27d7MGYL169UpERGTQoEGsnVevXn3o0KGIiIi0tLSgoCBme2JiYkZGRmNjo4iICGt/CQkJSUlJdqUSxmELFRUVO3fuBABjY+MlS5ZwWg4OZ2Aw6LGvHwXeO1JenNlFNwVlXYStSR9wfiemLznAS+KftnBvr5Z/xlewuJ6ysrJeWkrtJ2ABWObm5qxpABkMxqpVqzIzM2fMmIGFWDF58ODB17HwUlJSixYtAgAqlcqa2ioxMbGpqenrVPjx8fEVFRX4LkIcnP4DijI+vHq4z8X8yr/Lu7auAGAQHoDFtSgpKa1atUpKSqr3bsEvIDxr+eFeta4AN7Bw+j8PHjwAAGybD41GKyws9PPzMzU1vX379sKFC729vZnh7QwG48WLF9evXy8uLs7Pz0dRlHWeTZs2AYC1tTVrqtLExEQbG5vbt2+7urpWVFRgk4SGhs6YMWP+/PncVQ4CB+d3BUUZcVFP9rkMv/zP0rKibtW2H9i9LYQ4/RA9Pb3z58/3UiXpvgR3EXKAc+fOnTt3LikpiS2zRUdH/8apBERFRRsaGgDg1KlTV65cIRAIcnJygwYNGjZsmJeXFxaKzkRVVbWgoAAAkpOTVVRU3Nzcjhw5wryqoaExefJk1gCsyspKUVFRX19fBoNx8ODBKVOmVFVV8fDwqKqqnjp1auLEibiLAYd7aWlpycrKAgBBQcHec3a/8t2fEfekvrpw6qobgw0nsGXO0HvbshKfNdWXOW8JVFAzS4gJCLjrUZKf9lOTDFTRYYsYHJyfYufOnQYGBtjxb/vD3J+prKxMS/u5L4su6KVsbP0EZqL27vDDoEh/f3/WU2lp6U+fPmHHR48e/VltODj9mfT09C5qEbILq6l/oygjIeKysvaYH/fuHrZzjrRRmvLSwiXktE7udsxIetVpNfqHIAiCbyHkXvLy8vz8/ObOnSstLd03d6RRKSG+XuNnbun5VFi2RQzcwMLBweEOZGRkDh8+DABycmzLDUij0dra2gQFBdk14fdoamqaMGFCYmJiQ0ODpaXlq1evevuOfUbh5ygV7TG8JAF2TYgy6Hlp4eoGDgJCopv2B1BaySX5acX5aUW5ycX5acX5qeTG2q5nkJRR4hf4zetb/MakpaVt3LjRysqqbwysuGjfO+c2NTVUKyhpGZpPZOPMuIHF9ZiZmRkYGFy5coXTQnBwehcpKalt29icGHD27NkZGRkpKSnsnfZrhIWFX716deLEic2bN0+cyM4vcc7S3FhVlv/RYeEyNs5Zmhff3Fg1pMPhyMcvpKpppqppxuzw4rHn4xt7sHzcBCIPg07rNAMegIXTfQqyEpoaqgHA95a7vpkDgUD84ZBughtYXA+ZTG5tbeW0ChwcrkRJSakvPz4fP34EAI4YWGX5H++fnEqlkBXUzIxGL4sNO9fSVD1p6UUFtQ7DBUXfh3qlvLlDaW0cOdGtqiQ9Ozl4hXscjdb25Px8SnP93K1PCUReALjlMXbWxsd8AqIAkJcWjiAEdT075iSp733y0iOw4zEzDgiKSHU9PyAIAKS+vZf85g6VQh40xIJIJPGSBJU0O+e9w3jxxPPxjd2Y01BRzcB2ytprJztvRhmojAdgcTFqamrbtm3rswTaDjO3vH5xg9xYU1KQ/i7ivoXNXHbNjO8ixMHB+XM5ceIEVgygD6DRaIGBgcrKyrq6HAgPklMe6vpPJpGHVF+VjzLo8/4K0jGfFXrPjdkh7MHOjFjf6S73l+2JyU17mZ38Qk3PDhAkKeqGgJBEWX5CYeYbrGd5UTKCtD/l56SGDVQ3FxCWwE5D72/LTQ0bv+DUxMXntM1mBN/e8MP5ASAqwCMh8urU1TcXbA8lEHg+vr6mqjuWh7dzBkgGg37n/OZH1/7GrCt17eGbDz41H+OsqKrfqWc3qxDi9E+0tLQOHz7Mmt2wVxEQHOAwYxN27Hd7/9cLor8MbmBxPUlJSTdv3uS0ChwcnB8QFRVVU1PTZ7tThYWFLS0tLS0tmYnfqssy6bQ2g1ELdMxnEYi8gw0cqsvaUx6UFySmvLkzdc0tUUklEr+Imp5tfXWBqq4tg0GrKvk0cck5ETGFzI9PAaCpvkxVx4bELwxYsFT6yyFD2315WYnPUt/es5lxEFvoUtQYkZ38oq21qYv5AaAs/2P8y4tOa7z5BcUAQZS0rNpam4Z8tSGR0ko+s3925LPL2Km+mcOm/X6CQqIIgkxy3tGpM16FEOensJm8Bqv6XFtVnP3pHbumxV2EXM9vnKMBB6eXKC0tpVAo2LGUlJSwcF8ERPv6+kIf+gc1NDQ6hdLnpLzgJQkYj1mJnTbUFAuLtnthPoR4aZtNFxFT6LhUxMPLp6Q5ikDgGed8DEEICupmxdnvAKAo6y1zhtK8+FZy7WCD8dhpfMRl3eFzBAe0ByaT68sBgEajkED4e/MDwPsXp3TNZzNH1ZRlEgg8avrjWJVXleWdPeRcnJeKnQ4dPnnltutEYntFUUPziUrqhgXZidgpL0lARgGvwcDFZGZm3r17d+XKlWzcztI1PDykibPdUuNDJznvUFI3/PGA7oGvYHE9DAaDwWBwWgUOTq9TWlq6evVqrOpR90dRqdRjx47Z2NiYm5sbGhquX7++sbHx+vXrq1atUlVVVVVVxZJFAUBCQgLSwaNHjzw9PaWlpU1MTFJTU783DwA4OjrKyckhCDJr1izmTadNm0YikViTjKAo6ufnJyAgwJqJraysbMmSJcrKypKSkkuXLiWTyfr6+srKypgLrGs9v0BOSsjAwcMFhNrdeTnJwVIK2u1KChIV1P8rRZWXFq6kacnDyw8ACIEIAPLKxlWlGTRqa2VRqoq2NdYtNy1ceqCOqJQydlpRlCKvasKcpDDzjYj4QEFhya7nLy9MYk4IAFlJQYqao7AAL4zPKVGHtozGrCsEQaYt3LtmpzfTusIaWRex5BU12RinjNP3ZGZm7tmzp7S0tC9vOnrC8rW77rHRugLcwPoN0NPTwyu64PwJ1NbWXrhw4cKFC48ePermkOLiYktLyytXrly6dOndu3c7d+48ffr0qlWrduzY4e/vTyQSVVVVmR40dXX1kJAQU1NTAEhJScnKyjI3N4+Pj3/69On35gEAPz+//fv3A8vSVGtra0hIyJgxY0RF/7MSkpKS8vLyxo4dKyDQns7g48ePJiYmwcHBhw8fjo6OlpOTW7x4cUpKiqOjI+ZD7ELPL7x7reTakpxYCdkh2GljXUlGvL+x9QrstKmuVEKmfdWnLD+hNC9eVde2sa4kKao9/EBOxRhl0FPf3hs0xAJB2n84SnI+DDYcz2DQogOPAIoSEIKknCZ2CUUZia+vD7Va8sP5mxsqhMXbV7aqStILP0er69ujKOPN06Mog/H84fETf0/B8jLwkvjX7brvMOOL0lgYBmbjlQe3F8jC/YM4/QTcwOIA5ubm69ev57QKHJzfHBRFFy9enJiYGBISoq6u3tbWhj2KtLW1AcCrV6/odLqTkxMzImrAgAG2trbNzc0AUFNTc/r0aTc3t2XLljk7O3cxDwDExMQgCDJ+fLunLDIykkwmOzo6sorp5B+k0WgLFiyoqakJDg52dnbW0tLav38/1oc58Ht65s79lV1OeekvUUCrSzMoLfXNTdXPrq9V1hqtrDUauyqrZJCV9BwA6qsL3jw9ihCIEjLqEY92q+nbMTsgCCE7OViVJaFoeUGigtqwiId/q+rYAIKo6o2rLm3P3BsdcBhFUdOxa344v6ySYW5KKAA0N1RG+XsAgsgq6sc8+0d6kME/Oyc8ubkXCzqWlFHadixM38zhm68OQZDJc3dix3iEO7ejqal56NChPgtyZy+FhYW1tR152lAcLsfY2HjJkiV9cy8JiXbnAplM7ps79gZz584lkUjYCykvL+e0nC/IzGwvYaunp8dpLf0OpmvM2Ni4O/3v3LkDAFu3bmW2REVFhYaGUigUFEWXL18OANHR0axDsrOzAUBeXr6xsbGb81AoFHFx8WHDhjGvYmXFCwsLWWfGCpBjJTJRFD19+jQAbNu2jdmhqqoKAERFRdva2rrW82sEXlt9+4hddvKLa+6jLu4yDvPZQaNSmFcrilKv7be8ss/C98JickOlz6kZ1/ZbluR8YJ3h2n7Loqy3rC0PvWZf3mOe+fEpdtrSVPPs+rrAa6sfnZkT/mAXta2lO/NXFqdd22/pfWx8wJUV5PoK3wuLz+8wCL73t9tizZWTRbB/BzaOaqyv+uFrPLTFeuVkkbSPL3vwPuHg9AgJCYlNmzZhx7iBhfMT/B4GFoqiGRkZ3f+d7ktwA6sLftbAWrp0KQBERUV9famtrU1SUlJOTo5Op7O2Hz9+HADOnDnTzXlQFA0KCgKAffv2Yac1NTX8/PwmJiasffLy8gBAX1+f2WJnZwcAnz9/ZrYEBwcDgLOz8w/1dJO6urqAgICAgABMuddWjejAI78wDwa1rTXMZ8cvD+8+dDrt6f2jq6YMwEyr1Y5iAXc9GAz6j0eiaHLsi5WTRepr+9dTEw7XUVKQfvX4itT4sF8Yy2pg4RvQcP5EKioqAMDB4dvuBpzfA6yeuo7ON3JOvnz5srq6es2aNQQCoaysjLlZyc/PT1BQcP78+d2cBwAww4jp+9u9e3drayvm5qupqcGeScLCwgBg0qRJAJCQkCAnJxcfHy8pKTlkyBDmPBcvXoQO/2BlZSVWJOSberpJdnb25MmToaMWYQu5RlnL+qdmoLa1pL3z0R0+h4eXLzrwsN5w51+Q8VPkfY677rmmtLDdzygiKrV6h/dgHYtuDtczGWdoPnGAmEyvCcTpC9LT0y9durRly5aBAwf2/d3j3/hdOLwAAGqrS3SMbHoyFR6DxfXU19c3NTVxWgWX8eLFCwCwt7fntBCcn2DgwIF37969e/duN3cRYjEcrInanz9/jgWkh4SEAMDUqVPr6+vPnTuHXa2uro6Kipo0adKAAQO6OQ8AhIaGCgsLYx7Ap0+fPnjwAAAcHBwyMjIWL15Mp9MBICYmBmusrKxcvXq1gIAAkUjk4/svkea7d++ePHmCIIi9vb2fn9+///7bhZ5fpijrTVN9Wff7l+Z+CLm7NSvx2Zunx/j4RWQUO+fzZCM0KuX+RbfDf9kwrSsjiyn7zsZ237rCmL/OsxfU4fQpubm5J06cwB6D+x5NfUssyW1G0itmZpBfAzewuB4LCwtsNxNO9wkKChIREbGw+LnvbhzOIioqOmfOnDlz5nTTMl67di0A7Nixo7GxMTs7e9++fYsWLcJC0d++fQsAUlJSf/3114YN7dnGnz59SqfTOwWndz0PABQVFdHp9Ojo6GPHjgUEBKioqABATk6Oi4vLlStXiEQiAGC1DgkEwuzZs48dOyYmJubk5FRSUnLx4sXy8vJHjx55eXkJCAhISEi8fv36xIkTu3fv7kLPr7H1bKW5/UZh0Z9ILDRQfbi8qmnkk308vHzDHTaxRcY3SYl7sXuNSXjgeRRFAUBAcMCyLVdW77gtJCLxs1Phy1c4PURIRMLMagZ2HBZwrkdzsdNvicMJtLW1586d2zf3+j1isMrLywFg6tSpnBbyDfAYLPby+PFjY2NjQUFBeXn5FStWFBUVYe1nz56VkpKyt7dntqAo6uTkRCQSa2pquj8PiqLXr1+XlpaWkpLasWMHlUo9c+aMmJiYpaVleno6s8+VK1ekpaVNTU2ZMfWNjY0rV66UlpYWERFZsmRJS0vL9u3bJSQkJk+ezNx40YWe7hAXF4f9LY0YMeLXZugDKkpzzhyYwwxmXzlZ5MTfUxrqKjitC4eT5OXlnT17trKyklMCCrITmSGATQ3VPzUWD3L/rRg9evS6dev65l69Z2A5Ojpik1+7dg1rwfZPTZs2DUVRBoNhYGCgoaFx6dIl5hAymfy///1v9OjRw4cPHz169Nu37fub4uPjmc8PDx8+PHnypJSUlLGxcUpKCtYBqyx0/vz5hIQEW1tbISEhXV1d1t1k9fX1rq6uQ4cOlZKSYv5S/nBatoAbWDjsop8bWNS21oC7HqunijNNq78WDol9/ZjTunBwUBRFj213WDlZZO00yczU6B/3ZoHVwMJdhFxPRESEl5cXp1X0FF9f3127dgGAtbU11oJtzpo5cyYAIAgyatSoz58/nz9/Hrv6+fNnY2PjuLi4wMDAmJiY6dOnW1paYrvMfpieEZtZUFBw7ty5U6ZMOXjwYGpqqptbe9XblJQUY2NjcXHx2NjY6Ojo169fu7q6dmdaHJx+hYSExPz58+fPn9/fYg1pVEqo3xm3xZoBdw5hOa4QhDBuquvBS0kmo6ZxWh0ODgDAhFlb5609efJe4WCdEb8+Sy9Yfji/Lb3qIpw5c6aKigrzdOLEiXx8fA0NDdgplrpt9uzZKIpSKBRjY2MSicT01NTU1ADA/PnzmcOxPV/r169HUTQyMnLZsmVYXiIajSYpKSkiImJlZYUNj4qKAoAtW7agKNra2qqlpTV69GgGg4GiaHJyMgA4ODj8cFp2ga9g4fzGUKmUyKAr25ZosfoE//3fxKI8di4D43A7iYmJS5cuZSaN4y5wFyGHaWtra2pqYtdshYWFfZYts/cMLDKZLCgoyMyYWl9fLyAgwBomhW2Vv3nzJoqi2IrdypUrmVcrKysBwNTUFDvtIj0jtp+LRCJlZGRUVFQcPHhQSkpq27ZtVCoVRVEPDw8A8Pf3R1E0NTXVwMBg8ODBycnJP5yWXeAGVhfk5+c7ODg4ODi4uLhwWgvOz0GlUgLvHXGdKcdqWu1aaZj04TmnpeH0OzC3QHx8PKeF/Ap4HiwO4+Hh4e7uTqPR2DKbnZ2dkZGRt7c3W2bjFM+fP29ubmb6Bx88eNDS0oIlY8R49OiRoqLijBkzACA6OhoAJkyYwLyalpYGANra7ZVr/fz8AGDXrl3CwsKdboT5B5ctW2ZiYtLU1LRv377k5GRmGiQsp1FVVdXy5csTExOdnJzc3NyYxeO6mBanD2hqanr+/DkAGBsbc1oLTneh0dpeBV3x9z7Y0tzAbCTxCYyf+df4mZuZZQ1xcH4PHj58yCzygxtYOP2CJ0+eAMCoUaMAgEKhYCtJJiYm2NWampqzZ896enpitg6Wh11P77+KY48fPwYAKysr7LSL9IxBQUEEAmHHjh1nzpyxtrYuLi7GrCsymSwkJJSQkCAuLk4gENzd3b+uhNWTrI84OH8ahTlJYf5nP7x+RKNSmI3iUgPHz9w60nY+lmoIB+drhg4d6u3tjWU84TrGjPmvWCduYHE96urqHEl3y16ioqJERUVVVVUB4N69e1gZXQ0NDQCg0+nOzs5DhgyZM2cO1llZWTk+Pl5eXh47raysvH37tqGhIVYDDkvPOH369K/TM1ZWVsbGxjo4OCgqKgIAHx9feHg4ABQVFXl7e2/btg2rBIfNgxEZGWlhYUEikbqYFgcHh0lLc8P7yAdRL24UZH9kbZeRV3OYsdncejZuWuF0jYKCwq9VNO8NWluaYl8/yk5/t2jD2Z8dixtYXE9AQACnJbCBpqYmCoXy8ePHly9f6ujo6OrqFhYWXr16dfLkyfv27cvLy4uMjEQQBOvs4uLy5MmTgICA2bNnNzY2LliwgIeH5/r167y8vNBlesbg4GAURZ2cnLBTBQWF0NDQoKCge/fuXbhwAQCcnZ2PHDly+fLlpUuX5ubmenp6fvr0CfMMsjfrIw5Ob1NZWenj4wMAcnJy06dP7+3b0WhtqfGh7yN8Et8HUdtaWC9p6Fta2Dhb2MxjfoRxcLgCBoPutmgwpbUZAOyc1ssrav3UcNz/jdMvOHfunJSUlIODAz8/v4ODw4kTJ0aMGLFz584xY8bIyMh8+PCBGSYFADY2Nv7+/lgfS0tLRUXFpKSkoUOHYlf9/PyIRCIz0TYrWAQPs2zcrFmzhIWF9+/fv2fPHn5+fgDYu3fvzp07Dx48KCoqOmXKFBUVlWfPnmF+yS6mxcHphxQWFrq4uLi4uGAVo3sJaltr4run10+u/mvh4LMH5sRGPWZaVwQiz4ix8w9dTt1y8OmIsfNx6wqnm8THx0+fPj03N5fTQoBAIBpZtD9Uv4u4/7PDERRF2S0J5we4u7uzMcg9PT1dQECgb9zVkpKSWEIEbNNfH9zxTyMrKwsrAKynp4clicBh0tLS8vHjRwAQEhIyMDDgtJz+Tnx8PBbFiBV7Zu/k1RUFKbEvUuJDPiVGtFFaOl1V1zIfOW6BmdVMEp8Ae++L8yfw7NmziRMnxsfHYyU+OUtaQrjnnqkAICWncuBC4k89J+AuQq5n+vTpv8EuQhycHyIgIICXj+QgFSXZORnvM5JeZyS/qq4o+LqDrMJg8zFzho+ZIymj1PfycHB6Ay0DKxFR6cb6yqqyvPzMeBUNk+6PxQ0sHBwcHJxvUFWWV5CTVJiTWFKQnhL7gkZr+2Y3RTUDI4spRhaTFZS0+1ghzm+JqalpYGCguro6p4UAABCIPMYjHSOfXQaAlPgQ3MD6sxg6dCjmVMLBwcH5WVAUbayvbKitaGqoLi/Jqi7Pr60uLs5LKy38xGDQvzeKQOTRN7U3HDbe0Hyi8ADJvhSM89sjIyPDjJTtD1jYzBUQEDEa4ag8+OdclriBxfXcuXOH0xJw+hGh97ZlJT5rqi9z3hI4UN2c03JwOIacnNz//vc/AJCRFDjv0Z68jUGnUamt1DYKnU5trKtsJte3kOu7MKRY4eMX0jUeq6hmqG/mMEhFDw9ax/lDUNUwVdUw/YWBuIHFAZycnLAMTzg4bMd2zpE2SlNeWriC6q98IzAJf7CTQafbzjnCLmE4fYyCgsKBAwcAIDfjw+G/fuX/UUFZR1pWZZCavrqWuYKStrgU1+fbw+EK3r1797///e/8+fODBw/mtJafxs/PT0VFxdDQEHADiyPo6emxZiHvIe/fvxcWFsaKEOPgoAx6Xlq4uoEDQiD+8iQ0KiU5+vZwh81sFNZzsrOzJ0+eDAA6OjoPHz7ktByuoeut4ghCEJOQGyAuO0BcVlJaUVJWSUZeTUpWVUFZm9CDPyEcnF+muro6LCyssbGR00J+haVLly5atAjLjYIbWFzP4sWL8V2EOExK8+KbG6uGGE74cdfvU5T5htrWoqZv9+OufQiFQklPTwcAZnXInkMmk3fv3h0YGCglJSUvL3/mzBkfH5/Xr19jKTodHR3fvXtXXl4+c+ZMrAUApk2b9vTp08rKSlFRUeY8DQ0Nu3btev36dVFRkba29sWLF7W0tHo4nF2vUW6Qhuueh5iZRSTy8vCSeEn8PDwkYVEpAcEB/AJ4YU0cnF4BN7BwcLie1Lf3kt/coVLIg4ZYEIkkXpKgkqYVACS+vh5y9y8AMLVdq6o9JuSeG6Wl3tJxl8HIBdjAVnLtK78D5PpyalvLQHWzkZO2A8CjM3NKcmJ5+YReeG+WVTJs9xKi6PtQr5Q3dyitjSMnulWVpGcnB69wjysrSLx/ciqVQlZQMzMavSw27FxLU/WkpRcV1Mw49nZ0m5ycHEdHRx4enlevXsnKyt66dcvIyKisrOzGjRtYBz8/v0uXLq1cuZIZctva2hoSEjJmzBhW8yglJWXq1Knz5s2LjY3Nzs7W1NR0dXUNCQnp4XB2vUxBYTE9k/5lK+PgdIGFhUVUVFT/DKQpzk+l02hK6obd6Yxncud6LC0tMXcvzp9JVIBHQuTVqatvLtgeSiDwfHx9TVV3LFbuzXDUovnb2n+n8z5FztnkZ+X4d+TjfcyxQbfWK2mMnLbm9tjZHjHP/iU3VADA9HX3hEVldc1nzXN7zozBCnuwMyPWd7rL/WV7YnLTXmYnv1DTswMEkVMe6vpPJpGHVF+VjzLo8/4K0jGfFXrPrZPIvM9xhTlJ3Qym7hvodPrs2bPLy8v9/PxkZWUBYMqUKaWlpQDAmq8/JiYGQRBmS2RkJJlMZq2YRKFQZs6cOWjQoL179xKJRKyMJg8PD1uG4+D8gYiLi48cOVJISIjTQr4gKy3Gdaasu6tF0INj3RyCG1hcz4ULF9zcOv+e/U4YGRkRCAQEQeTk5BgMBmfFJCcnKygoIAiCIIizszNnxQBAWf7H+JcXndZ48wuKAYIoaVm1tTb95x9EkNqKbACgNNeNnrpbWEweBVRKQZM5vDjrbVNdGaCoqKSy/sj5AkLiANDcUFld9llNbxyzW3lBYsqbO1PX3BKVVCLxi6jp2dZXF6jq2mJXq8sy6bQ2g1ELdMxnEYi8gw0cqss+d9Ipo6B+9cRK1xmyBzaMvO65JjzwfGZqdGszJ2MsLl++HBsbu2HDBiWl9qyYhYWFAGBhYSElJYW1tLW1+fr6mpmZycjIYC13794FgClTpjDnOXHixKdPn7Zs2YIgSFpa2rx58wYPHnzs2LGeD+8hxcXFbm5ubm5uZ86c6flsODh/OGKSCljRgpS4EAa9WxYnXhEAACAASURBVIVY8OcknP5OQkKCj4/P7Nmz7ezsCAQOPxLo6+uXlJS4urp6eXn1h0wt71+c0jWfLThAGjutKcskEHjU9P+zjXJSQviFxK2nuwOCAEBytLc6S2SVwaiFEY/3pL73MbZeYTv7CIHICwCFmW94ePkUNUYxu30I8dI2my4ipoCdNtQU8fDyKWmO6rjFC16SgPGYlR1Xi4VFZTvpFBQW27D38dFt4wpzkwtzk2PCvAEAQRApWRVFNQNFNUMldYNBqvpiEvJsfXu6AqvhvWDBAmYLVk9m0qRJzJbw8PDa2lrmf3Rtbe39+/dNTEwGDRrE7BMcHAwAVVVVy5cvT0xMdHJycnNzw6LEeji8h5SXl2OG2ogRI9atW9fzCXFw+obo6OgNGzZ4e3tramr+uHdfISWrLDtwSHlxZhulJS8zXk1r2A+H4AYW1xMWFiYqKmpq2qM9+f2HDx8+YJvFWNeHKyoqAMDe3p5zur6grq4OQRAHBwdOC4HywiSbGQeYp1lJQYqao/gE2uN7UAY9Ny1cb/gcrKUk50N5QeLUVTeY/a2m/q2oMTIh4lLw7Y35nyInLb0IAIWZ0Yoao3hJ//3GlxUkDh//347CvLRwJU1LHl5+7DQnJWTg4OECQhLtp8nBUgrfyOgtJqmwYZ/v0W12TQ3V7fJQtLIst7IsN/6NH9YyQExGUc1AUVVfSX3oIDV9GXk1BPnPpNbQ0CguLgYAXl7eX33D/iM+Pl5UVFRRUZHZcuvWLfjSwMKsH6aFtHv37tbWVszBV1NTIyEhAQAJCQni4uIEAsHd3V1BQYH1Fj0cjoPzZ1JfXx8XF9fc3MxpIZ3RMhxdXpwJAJ+SXnXHwMJdhFyPq6vriRMnOK2Cbaxdu9bV1ZWfn5+18cWLFwBga2vLIVFfgKJoZGSkubk505HEQZobKoTF23+Vq0rSCz9Hq+vboyjjzdOjgKKlefGt5NohQ9stho+vr2sYTxYSlc2I86urzPPxdAIAVR0bp7V3Jyw6k5sahnUrzY1T0xuHoozg2xsYdCoANNWVSsi0l60oy08ozYtX1bVtrCtJirrZSq4tyYmVkG2vJdBYV5IR729sveKbamUHDnHd84iP/7uhFQ11Fanxoc8fnbh4dNHu1cYb5ww6us3u3oWt0SE3C7ITAaUrKCgoKChIS0v3/K1jMBgCAgLMbJlXr16Njo5WUlJiTaESGhoqLCyMVZx9+vTpgwcPAMDBwSEjI2Px4sV0Oh0AREVF+fj4Fi1axDSPIiMjsVCqHg7HwcHpV2gZWGMHnxJfdqc/bmDh9CMqKipiY2MdHByIxP8S8FAolPDwcCMjIywSmeNkZ2cXFhb2B/8gAMgqGeamhAJAc0NllL8HIIison7Ms38Uh4wEBMlOecEvKKag2l48Ky8tXNtsRlVJenNjJb+gaMHnKHpHdTkatVVZazR2XFORLatoEOXvoaBmjjkNZZUMspKeA0B9dcGbp0cRAlFCRj3i0W41fbu89JcooNWlGZSW+uam6mfX1yprjWZO9TUqQ4xX7/Dm4SF159W1tjRlp799+fTizdMuHlusmQtdbMHR0bGsrOzWrVsUCuXhw4dY0vPJkyezJigvKiqi0+nR0dHHjh0LCAhQUVEBgJycHBcXlytXrmB/pc7OzmVlZZcvX2YwGNnZ2evXrz948CBmPPVwOA7On4mlpWVycrK2dr8rballYMXHL6hnYmdmNbM7/XEDiwPk5eVFRESwa7YJEyZYWFiwazbOgq1UTZjwRQ6n169fk8lkO7v+ss88LCwMvhLZG3x8G0hta+m6j+2co5/ifO/8MyH84f/s5v47xHBi4JWVImIKihojAeD/7N1nXBNJGwDwJ0BCrwFp0kEFRERRsNeznmDDrtgV++mpZzkL6quCvZ569oZdUUBFsaGCFJUiICBVpLcA6dn3w3g5TiGigiH4/H9+2Dw7mXl2wWTYnZ1Ji7tnbttTPOOoiU3nh1fWpCc8dOoxTUlVe7DnAf8jU28dnXFpr0dhTsKAibtJMes2A+6eXaytb+XQedw/rfi+iws+5t354ZW1AybuNW3Z7cGVNc69Z6tpGqTGBRuaObXvPev8tl/Pbu2nZ2w3ZPrfIHERFTun3pN/O1T93t8X0RlKs/443bHHqLq/5Yu2b98+a9asxYsXt2zZMjIy0sPDA/57fxAAdu3apaamNnz48JKSkn379k2aNElLS2v//v179+4VX0Vbt27dypUrN23apKmp6ebmZm5uHhgYSAZRfefbEfo5qaurt27d+pP7GI2BiprW7gs589de7tZ/cl3K0yRP8osagre3t7e3t0BQp8cQGhUmk1lcXAwAlZWVKioq9Vjz+PHjAwICWCyWSCQiUwQFBwd36NABAJYsWbJjx46QkBAlJaXly5dHRUXZ2toePXqUTE7x8uXLdu3akUouX76cnZ29ceNGU1PTU6dO2dvbg8QpHHNzc1esWBESElJRUeHu7r53715XV9fy8vL09HTxZQw2m71+/Xo/Pz8Wi2VjY7N169YDBw48fvw4JyenIdZiS0lJIUt3t21j52KeTVGUtq6xsZm9RUvn5uatmxlZGZk2or/qKJHwwHI7p57TOg/+iudYhUJ+RvLL+zcPRj65UpfyKqqac1b72dh3+dY068TJyent27dFRUWN8GP92xQWFl67dg0A9PX1qz+3iBBqOOXl5XQ6nfyNhIPcUaNw9uxZNputr6/v6Oj45MmT6ruCgoJUVFTYbPbmzZtnzJgxevToefPmLVq06MGDBwBgZWUVHBy8YsWKyMjIuLi4wsJCFxeXgICAgIAAe3t7CVM4vnr1avDgwRRFbd++3cnJ6dSpU5MnT46Li5s/f7645/Tu3bthw4Z9+PDh9OnTvXv3Tk5OHjp0aFFR0dChQxt6pVtVRR7546ek8H1J4fu4qLskLievYGrlaGBsY2Rqp29srWdoYWRqJ61ld9+/e8GuLDZr1VNCmbKS3IIP7wpy09+nx+dmv83PSc3LSal7E5raBgvWXW1uUW9LS9WoqKjo1atX7u7uTaZ3BQC6urozZtQ8GA6hxuzhw4czZsy4ceOGLC4Bp6GhId7GDpbMu379uo6OTvfu3aWdyPcKCgpisVhDhw6tHszIyEhISNDV1T158uStW7cYDEZiYiIAaGlpkQIaGhp9+/ZduHAhABQXF+/du/fx48cGBgbjxo2rPoUjjUarPoWjQCCYOHFicXHxixcvHBwcAGDDhg3ky1U8CaRQKBwzZkxycvLTp0/JOGU7OzsnJ6eLFy/+gAFYFEVr5dgjNSGcz+NUj4uEgvS3Uelvo6oHtXWN9QwtmXomOnrNmfpmWjqGWjqG2nrNVVQ1ocGkJzwIC9oJANkpzzSYzblcflVFaf6H1JLC9+Ul+XnvkwvzMwpz07mcym9uopmh5ULvG7r6ZuRlQkICeVq2bdu2ZEqF+nL16lUA6NOnTz3WiRD6NlVVVSkpKVwuV9qJfC/sYMm8lStXOjk5NYEOlp+fH1Tr3xBBQUEAoKend+rUKQaDAQBXrlyB/34Xvnv37s2bN4aGhps2bQKA7t27k7OxZcuWxMREHx+fz6dw/Ouvv+Li4pYvX056VwBQWloqEAg0NTXFZ/LQoUMRERELFy4kvStxW3Q6/Qc8z1jOUfxtw00AyMlM+JCVlPXudUbKy9zst8UF2Z8XJle5Po/TaDRNbQMtpqGSirqqmraGtj5DUVlZRVNJRZ1OV1RSUWcwlBXoDAW6orwCXV5OAWg0OTk5AJpIKBCJhCKRUMDnCQRcPo/D47K5nCoOu5zDrmBXlFWwijlsVkV5VSlX7/zxbez9a+p+aPLydBNLB2Mz+2ZGVg8Dj9SYOQCYWjnOX3tFQ6uZOEJRFHlym8Ph1PiWb1BaWnry5Ml9+/YBgL+/v5mZGd5NQwjVC+xgoUaBxWLdvHnT3t7e2tq6epx0sHbs2KGoqAgAfD7/wIEDdDp95MiR4jJkxsjVq1erqf1n2VoJUzjevHkTAKZNmyYuHBUVBQCDBg0Sz7Hk7+8PAHPmzBGXKSkpiYmJ6datW/WLwA3NyNTWyNS2fZePF/ZEQkFSXGhxQVZednLmu9elRR9ys99SVM0T3FMUVVr8obT4ww/L9nMa2vrNDK2MTFvpGVoYGLcwtXLUYn6cj4DDrrh+2rvGd7Vs033OyvNKKuoNnZ6WltbChQvJFVCEUGPQu3fvrKysRvLY+Ofy3ifHR9/LSHnp0nO0nZOky97YwZJ5o0ePrj5Zooy6efOmeA7G3NxcOp3OZDK5XO79+/dNTEzEjxBevnw5Jydn3LhxBgYGbDZbSUmJRqPduHFDRUVlwoQJn9QpYQrH6OhoJpNJhpMThw8fhn+unxUUFOjp6UVFRamrq1cvc+TIER6PR+4PlpSUqKur//g14+TkFWwde34SLCnKKSv6kJeTUpSfVVb8oaggq7Qoh1Va8MO6VkrKahra+uqaesxmJtpMY2295rrNTJnNTPUMLemMWkc1vU+Pq7Fr2K6z+7Qlf5PlFBFCPxslJaXqqx00NpGh1/zPbgQATW0D7GA1cWvXrpV2CvUgJCQEANzd3Xk83pgxY/bu3ctkMkNDQysrK+fMmSNeIYfMtT179mwejzds2DBfX18jI6PQ0NARI0Z8flVJU1OTx+N5enqKI48ePerUqRODwZCXl68+1VZ4ePi1a9doNFr//v1v3Ljx/PnzLVu20On06oPHs7KyduzYAQA9e/bk8/keHh6HDh2ysrJqsFPyFbSZRtpMI/MW7T/fxSorLC/Nq6oorWSVVJQXcTmVnCpWBatYwOfyuGw+jy0Q8Pk8jlDIFwmFFCWiKAooiiYnLycvLycnp6CgqEBXZCgq0RnKiooqyqoaDCVVFVVNZRUNhpKKNtNIVV1HXVOPofgt0wpkvov5PNh9wNSxs7fLycl/vgt9lbS0tD/++AMAWrRosWHDBmmng1ATYWbdlmxkpL6UXBI7WKhRiIn5+F07adIkDw8PMjSK3B8cPny4uNjTp0/V1dV1dHRGjRo1bNgwBweHU6dOCYXCT0ZuEWPHjt26devff/89derUtLS03bt3JyYmkvuJw4cPP3jw4OHDh93d3UNDQ69fv66srKykpPTkyZOdO3cGBgYCgIeHx549e/76668ZM2ZEREQcPHiQjIIXCoVTp04dMWJEI+ldSaauqauuKf0Z52uU9VkH69cxfwwZt7K28jQajdzA/fEXDmVRSUnJxYsXAaBz587YwUIy5N69e2PHjg0JCRGPkW1UTCzbkI3stLgvFKXQD7d+/Xp5efn6qu3UqVNBQUH1VZtkZPU0AKisrKzfms+cOdO8eXNnZ+eLFy+Kg/b29gYGBkKhUBxZt26djo5Ou3btAgMDSWT48OHy8vLFxcWf18lms1euXGlubq6mpmZnZ7d9+3Y+n092sVismTNn6unpqaurT5kyhc1m//HHHzo6OkOGDMnLyyNlKisr586d26xZMwsLiylTphQXF+/Zs8fY2NjExOTIkSP1e/hiycnJ5Ay3bt26gZpoPDYu6jpziDr5N8tN82FAQ53VnxMZVggAnTt3lnYuCH2FgIAAAIiOjpZ2IrVaMsGCfHCVFOVIKIYTjUpB/U40SuYOOHv2bL3UJlnDTTSKCPFEo61bt46Njf1h7T6+viEp6lpZUdbQWSetHetnkvp7fstTXgdWlOWOXXLL2Mrlk71CIX/BKCMBnwsACnTFqb8dbt91WL20i4jo6Oj27dsDQOfOnet3VguEGlRgYODgwYOjo6OrP8HdqOz8c0ji60cAsHD9NQnDsPBKuxTMmzdv/Pjx0s4CoX91H/onRYlePvzbzLZXfdXZd8xWHrci/U2IkYXz53s/ZCaR3pWSstrslec+H7mPEPo59evXr7y8XFW11lXhpa7HwOntuww3NGlhavVpF3Dt2rXOzs5DhgwB7GBJhY6Ojvhe2/ebPn36J4/IIfQNst6Gmtv2ojPqbRU8SiRMfxNi1WYAraYR61lpMQCgrqm3YN0VU6u29dUoQkjWKSgoqKs3+BQt36Nd5xpG/RL79u3z9PTEDlYTsXjxYmmngGReFaswN+PVgEnTvly0zj6kR1exCm1queGYmfqa2cx0ofd1fSPrGgug72RtbX379m2otuwBQuhHwg4WQrIkN+PVhV1D+dxKI8sOTj2mRd4/yK4o+nXqYSPLDh9LUNSLe/vinp3jclhdBi8rzElIjb0zwztKIOBd+2sCt6ps3O8BcvJ0ADi9uc+oRVcVlTUBIP1NCI0mZ9W6n7iS+BcX0xMeku1eIzeqqOtKrh9oNACID/OLfXaOz61sbtNJXp5BZ6iYtqx5jQFKJFzmE6ylY1j3YxcKhSUlJQCgoKCAnYYv0tDQ6N+/v7SzQOirBQUFubu7v3jxom1b2b62LSftBND3OnDgAFlJ7QcYOnRo586draysKiu/fYE5JEFZWZmNjU3Xrl1/+eWXGgsYmLWdvy1ZXoFRVphBiYTjlwbZuYy657dMXOD+pZVJkddHzLswbe3ztDcPUmPvWrbuBzRaTOhJZVWd3IyXWcnPSMm87Fga7ePNu3fx942tXJTVPt65vndheVr8/YET9wyefNC2w8g7ZxZ+sX4ACL25+eWjY0Nnn5r4xz05OYVXT45b2Pepbb7QkVM3fVXvCgCSkpL09PT09PRw0UCEmjCKosgT39JO5HthB0vm7du3jyzP9wPExcU9e/YsNTU1IyPjx7T4s8nOzk5OTg4NDU1LS6utTFFuslDAa9N1op3LKDl5unWbAUW5b8muvMzXcc/ODfU6rck0ZSipW7buW1aUaWHfVyQSFOYkDp5yUF3LKPlVAABUlOVa2PVmKKkBGSyV8MCm7cd7eSmvA+PD/HqP3EQudJm06Jwae5fHqZBQPwDkZryKfnB4uNdZJRUtoNFMW3XncSpquz8IADhRO0KoNtUngpZd2MFCX8HCwoJsvHv3TrqZNFXifpWlpWVtZd7F3aUzlNv1mklelhe/V9P8uGhXRPA+2w4j1LWM/tmVrUBXNG3ZVU5O4ZexvjSanJFVh/ep4QCQnRImruFDejSnssS6zUDyMvrh3/auY1Q09MjLyrI8ABAIuBLqB4AXd/fYu4wWv6s4N1lOTsHSoebrcAghVJtBgwYJBIJGO0cD8fj2se0rB62c3vr1i8DaymAHS+b99ttvo0eP/jFtib/1U1NTf0yLP5uUlBSyIe7Lfu5dXLCxtauy6sfbee9i7+ga2ZLt3MzXRlYdxSXT34SYtuymQFcCAPIon6FZu8IPSQI+pyA73ty2JymW9iZEz9hOU9eMvMzPjjO0+HfVnazkZ+raxipqTMn152XFiCsEgJSYIJOWXckAL4QQamLy3qe8jQstys8szE2vrQx2sGTejBkz3NzcfkxbrVq1Ihs/7KbkT0UgEJCVfADA1ta2xjKcypKcd5E6+h+XoGaV5iRF+7frOYO8rCj9oNPs4wI+uRkvP6RHW9j3ZZXmxISeIkED83aUSBgf5tfcphON9vG/f867CGvHgSKR4OmtrUBRcjQ5pkFLsouiRK+fnGjbfcoX668qz1fT/nhlqzAnIevtUyuH/hQlehbgA7I/lkIWJSUlubq6urq6zpgxQ9q5IPQVhEJhVVWVSFTDSvCNB1PflGwUF2TVVgY7WOgrDBs2jExPEhUVFR4eLu10mhp/f//s7GwAMDU17dmzZ41l0hMeUEAVfUjissuqKooCT8wxa9XDrFUPslfftE1KzG0AKCvKfBbgQ5OT12lm9fDKGkuHfuICNJpcauwdi2oTiuZlvjay7Pjw8p8Wdr2BRrNo/UvRh0Sy6+nNLRRFOffx+mL9+qaOaXH3AKCqvCDUfzPQaPomDs8Dt5nYdIFqa2Z/DwaDYW1tbW1tbWJiUi8VNm2VlZXh4eHh4eFv3ryRdi4IfYU7d+6oqqq+fv1a2olIoqNrTDZKCt/XVgY7WFLw9OlTHx+f+qpt69atZ86cqa/aJFNXV584cSLZPnDgwI9p9Odx8OBBsjFz5szaxnimxgUbmjm17z3r/LZfz27tp2dsN2T63+IeTN8xvu/igo95d354Ze2AiXtNW3Z7cGWNc+/ZapoGpACdocI0bOnSf1H1To+hRfuQiytNW3Yjcz30GuGdmRQacMLr6oGxfB577JJb8gqML9bfd4xPYtT1c9sGhVxe1W/cdhvHwbeOzlTXMjJp0aW+zo+1tXVycnJycvL169frq06EEPoGmtofP1RLi3Orx62trZs1a/bxxQ9ZGBH9R/0u9mxraztu3Lj6qu2LxAvk0en0J0+e/LB2m7wrV67QaDQAYDAYubm5tRXb93uLp7e2fnMrfB7n/sUV3/x2JENwsWcko+7evaujo/P69WtpJyJJUX4WWe955QyH2srgRKPo67Ru3XrgwIFBQUF8Pn/06NHR0dH6+vrSTkrmJScnT5kyhaIoAJg0aZKEU8quLDZr1fOrKufz2G/CL9q7jlGgKz69taW169jvzBYhhBrOL7/8UlRUJO0svkCLabh6V6iapq6WjkFtZbCDJfPWrFmjq6v75XL15/jx4+3atcvJycnJyRk3bty9e/do9TTI5ufEYrEGDRpUXl4OALa2tjt37pRcPjvlmaauqfiu3xd9SIsIPv+7orJGcV6KopJ6MxOH780YIYR+bnJy8iaWbSSXoVH4gM8P5+3t7e3tLRAIpJ3It3vy5Env3r3JIXTs2PHixYtmZmbSTkomxcfHjxw5MjExEQDU1NTCw8Pt7OzqtwmhgOe3072i9INTj6kdf5lfX0POpaWgoICiqH9HOaBacDic9PR0AFBWVsb/nkiGcDic4uJiPT09Op0u7Vy+Cw5yR9+iW7duW7ZsIdsvXrxwcnIKDg6Wbkqy6MKFCx07diS9KwA4fPhwvfeuAEBegTF+adCsTa869lsg070rNpsdFRW1adMmfX39Xr163bhxo5E/yC1dSkpKrVq1atWqFfaukGwJCQkxNjaOi4uTdiLfCztYMm/16tWHDx/+8e0uWbLkyJEjSkpKAFBSUtKvXz9XV9eTJ09yOJwfn4xsYbFYBw4ccHBwGDNmTFVVFQBoampevXp17FgcHSVJdna2s7Pz7t27AeDhw4dDhw61srLas2cPm82WdmqNRWpqqqenJ54QhBoDvEUoBfV7i9DOzs7Jyens2bP1UtvXevny5ciRI6uvnMNkMjt37mxhYWFpaWlsbMxgMKSSWGPD5XIzMzPT0tLevHnz+PFjoVAo3uXo6Hj58mVra2sppicrYmNjd+3ade7cOXE/XktLKysrS01NTbqJSZdIJLp169bu3btDQkIAYN++fXPnzpV2Ugh9owcPHkyfPt3f39/e3l7audSJUMiXl6/pbuaPeqQR/Uump2n4HJvNXrp0aY0dKWdn5wb/1ZYRNZ4KZWXl1atXk3XjUd3l5eWtX7/ewMAAAH7//XdppyNljx8//mREmo2NjUgkknZeCDVxV47/uWC00cwh6s9DztVYAG8RyjxfX1/p/rWqpKTk4+OTn5+/Z8+eTxZ40dDQkFZWjY2Ojk71l+3btz969GhhYeGGDRsUFPBh3q/TrFmzNWvWZGVlnThxYv78+Z/svXbt2rlz52T6IZKvoqamlp+fT7YVFRU9PT0vXryID/Yi1NAEAh6nigUAXE5VjQXwFqEU+Pr6+vr6ij8Tm5jk5OSkpKS0tLR3795pa2s3gYGK9cLR0bG0tJTcObWxsbGyspJ2Rk0TRVF2dnaJiYn6+vqjR48eM2aMq6trU+ptkI7jJ53ynj17JiYmenl5zZ49G+elQ7KuoqIiKyvLwsKCjPFttG6c8Q68uA0ARk7Z+MuwBZ8XwA4WQqjpCAoKGjRoUPWIurp6cXGxrF8mZLFY/v7+fn5+d+/evXnzZr9+/arvTUlJsbS0lJPDOxKoKQgMDBw8eHB0dLSTk5O0c5Ek8OK2G2e8AcBt/OrBo5eR4JAhQwYMGEBuK+F/SJm3cOHCXbt2STsLhBqFrl27btu2zdzcXBzp1KmTTPeuIiMje/furaWlNWHChFu3bvF4vAsXLnxSxtraGntXCP1gCv9M0yXgc8XBZ8+epaamkm38PynzgoODIyIipJ0FQo2Curr6kiVL3r179/Tp0/nz5xsYGIwZM+aTMidPnnRzczt48GBmZqZUkvwqhYWFDx48EM/4RaPRFBUVpZsSQg1KQ0PDyclJWVlZ2ol8gQJdUU5Ons5QptXy5w3eIpR50p2mAaFGjsvlftIjGTZs2PXr18m2iYmJq6vrunXrGmKK17rLyMgICwsLCwt78+bNnTt3qu9is9lMJpPD4XTs2HHMmDEeHh7GxsbSyhMhJEZR1OfjO5lMpqen544dOwDXImwC/vrrL3xYD6HafNK7EggE9+7dE7/MysrKyspau3btJ++6ffu2nZ2dqalpQ6e3aNGiw4cPV58aNDMzs3q7ysrKJ06c6NOnD5PJbOhkEEJ198WnZ7CDJfO6d+8u7RQQkhkKCgrJyckBAQFBQUEPHjwoLi7W1NT8ZHoRLpf766+/CoVCBQUFR0dHc3PzDh06LF++vHoZoVAoEAgk363Lz89PSkrKrWbu3Lnt2rWrXiYxMfGTidfDwsI+6diNGjXqG48WIRlUUlKSmJjYpk0bVVVVaefyXbCDhRD6uRgYGEybNm3atGkURSUlJSUmJn4yQjw5OZlMtS8QCKKioqKiot69e/dJB+vu3bvkcUVlZWUlJSUVFZVx48b5+PhUL7Nr167NmzdXjzg5OX3SwWrVqtWdO3d0dXU7derk6urq6urq4uJSv8eLkGx5/vy5TDxF+EXYwZJ5U6dOtba2XrlypbQTQUjG0Gg0shzyJ3GhUNi3b9/ExMTs7GwSIbPGVydeq4fNZrPZ7JKSksLCwk/KfP4u8cLeYgsWLJg/fz7Oi4ZQ04MdLJkXFhbG5XK/XA4hVDeOjo7BqP9VugAAIABJREFUwcEAIBAInjx5Ulxc/PlahxRFaWhocDgcHo9HIp8vc96iRYtevXoZVNOmTZtPylhaWjbMQSAkq3R0dHr16tX4Fxjlciq57Ao5eQVFJRU6o4ZnHvEpQpmHTxEiJF1VVVVVVVVqamqNfOJphFA9untt95XjfwLA4NHL3MavJkF8ilDKLl68eOnSpUuXLtVLbWfPnpX1kYAIyTQVFRUVFRVpZ4EQ+qH43I8Xratfvho1apSzszPZxg6WFCQmJl67dq2+apP1YYAIIYSQWEFBQVRUVOfOnRv5DEQ87sc1numMfy9dHzx4ULyNM7kjhBBCqLGIiIgYOHCgeMGZRovH/TjBCkOx5gvY2MGSeR4eHqtXr5Z2FgghhNBPhMOuIBtKyjWPx8dbhDIvPj6ewWBIOwuEEEKoHujr6w8dOlRTU1PaiXyBFtPQyNSWXVWupqFTYwHsYCGEEEKosWjfvn09DlNuOO4T/nSf8KeEAtjBknk3btxo/KuOI4QQQj8VHIMl82xsbJo3by7tLBBCCKF6kJOT4+fnV1JSIu1Evhd2sBBCCCHUWLx69Wrs2LHp6enSTuR7YQdL5g0cOHDx4sXSzgIhhBBC/8IxWFJgbW09YMCA+qotIyNDR6fmRxgQQggh2WJsbOzp6dnIv9eqKsuS40I1tPV19c3UNfVqLINrEco8XIsQIYQQ+pFS3jzz/WMAALR06LZ4U4A4bmRkNGHCBB8fH8ArWE1ASEgIzoOFEEII/TDFBe/JhraucfU4l8sVCARkG8dgyTwDA4NGfikVIYQQqqPMzMxDhw4VFhZKOxFJSoo+drC0mEa1lcErWDKvtLR01qxZAKCnp7dv3z4AyMnJ+e233wDAzMyMXKhMSUlZtWoVANjZ2a1duxYAXr9+/b///Q8AnJ2dly5dCgDPnz/ftWsXAHTv3n3u3LkAcP/+/cOHDwPAgAEDpkyZAgA3b948c+YMAIwYMWLUqFEA4OfnR2aEmzhx4q+//goAx44du3PnDgDMmjWrd+/eALBv374nT54AwG+//ebq6goAPj4+UVFRALB69WoHBwcAWLt2bWJiIgD873//s7KyAoClS5dmZmYCwK5duwwNDQFg7ty55L/c4cOHySS/U6ZMqaqqAoCzZ88qKChQFDVmzBgAYDAYp0+fBoDKysqpU6cCgJaW1qFDhwCgoKBg3rx5AGBkZLRz504AyMjIWLZsGQDY2Nhs3LgRAN68ebN+/XoAcHR0XLlyJQBERkb6+voCQKdOnRYtWgQAjx8/3r9/PwD06dNn5syZAHD79u3jx48DgJub2/jx4wHgypUrFy9eBIAxY8YMGzYMAE6fPn3r1i0AmDp1av/+/QHg0KFDISEhADBv3rxu3boBwM6dO8PCwgBg2bJl7du3B4CNGzfGxsYCwPr161u1agUAK1euJAt1+fr6mpqaAsCiRYs+fPgAAPv379fV1QWAmTNnlpWVAcDx48dVVFQAYMKECXw+n0aj+fn5AQCPx5s4cSIAqKqqHjt2DH+X8HcJf5fwd6kx/C5NmDDhyZMnHTt2JG9pnIrzs8iGjp5JbWWwgyXzBAJBQkICAJSXl5MIl8slEZFIRCJsNptEVFVVSaSyspJEDAwMSKS8vJxErK2tSaS0tJREnJycSKSoqIhECgoKSKSgoIBEioqKSCQ3N5dESktLSSQnJ4dEWCwWiWRlZZFIZWUliWRkZJAIm/1x+cy0tLS3b98CAI/HI5GUlBTyf1UoFJJIUlJSRUVF9SMllSgqKpKXQqGQRMT/Ufl8PolwOBwS4XA4JEKn00mkqqqKRLS1tUmkoqKCRMinBgCUlZWRiL29PYkUFxeTiIuLC4kUFhaSiPhPsfz8fBIRT/Hy4cOHT3582dnZJEIOrfrpIp/aAJCenk4iXC6XRFJTUzMyMsgBkkhycjL5oYhPTmJiIo/Ho9Fo5CVFUaQS8ZL1+LsE+LuEv0v4uyTt36XS0lIHB4dGPoF2YV462dDVN6utDA5yRwghhBD6Ck/unHgb96QgN33akr/1DCzEcSaT6enpuWPHDsArWAghhBBCX6Vb/8nd+k+WXAYHuSOEEEII1TPsYCGEEEII1TPsYCGEEEII1TPsYEnBzp07zcxqfe4AIYQQQrJo69atw4cPJ9s4yF0KWCzW+/fvpZ0FQgghhL7apaMrlZTVjMzs2nToT2f8ZzqJ6dOni7exg4UQQgghVCcUJXpy5xiXUwUAu/yyP+lgVYe3CBFCCCGE6iQ/J5X0rnT1zZRVNCSUxA4WQgghhFCdZKXFko3mFm0kl8QOFkIIIYRQnWQkvyQbplaOkktiBwshhBBCqE7Sk6PIhrlNO8klcZA7QgghhFCdTF967G3c0/S3keY27SWXxA4WQqjpO3bsWHJyMgDMnDnTwsICAA4cOJCVlQUACxYsMDQ0BIDt27cXFhYCwLJly7S1tQFg06ZNFRUVALB27VolJSUA+PPPPwUCAQBs3rwZAAQCwZ9//gkASkpKa9euBYCKiopNmzYBgJaW1vLlywGgsLBw+/btAGBgYLBw4UIAyMrKOnDgAACYm5vPmjULAJKTk48dOwYAtra2kyZNAoDY2Nhz584BgJOT06hRowAgIiLi6tWrANCpUyc3NzcAePLkSWBgIAD06tWrX79+AHD37t0HDx4AwMCBA7t37w4A/v7+z58/B4Dhw4d36NABAC5evPjy5UsAGDdunIODAwCcOnUqISEBAKZOnWpjYwMAhw8fTktLA4A5c+aYmJgAwO7du3NzcwFg8eLFenp6ALB169bS0lIAWLVqlZqaGgCsX7+ew+EAwIYNGxQUFABgxYoVAKCgoLBhwwYA4HA469evBwA1NbVVq1YBQGlp6datWwFAV1d3yZIlAJCbm7t7924AaN68+dy5cwEgLS3t8OHDAGBtbT1t2jQASEhIOHXqFAA4ODiMGzcOAF6+fHnx4kUA6NChA5mF6Pnz5/7+/gDQrVu3QYMGAcCDBw/u3r0LAL/88kvv3r0BIDAw8MmTJwAwZMiQzp07A8DVq1cjIiIAYNSoUU5OTgBw7ty52NhYAJg0aZKtra1UfpfEP03UGGhqG3ToNqJDtxFfLkqhH279+vXy8vLSzgKhn0VRUVHfvn3V1NTU1NRCQ0NJsGfPniQSGxtLIk5OTiSSkZFBIpaWliRSWlpKIkwmk0TISw6HQ14aGRmRSF5eHonY2tqSyNu3b0nE1dWVRCIjI0mkX79+JHL//n0S8fDwIJGrV6+SyPTp00nk+PHjJLJkyRIS2b17N4msX7+eRLy9vUlk165dJLJkyRISOX78OIlMnz6dRK5evUoio0aNIpF79+6RSP/+/UkkIiKCRFxdXUnk7du3JGJra0sieXl5JGJsbEwibDabRMhLJpNJXpaWlpKIpaUliWRmZpJI27ZtSSQ2NpZEevToQSKhoaEk4ubmRiIBAQEkMnHiRBI5f/48icydO5dE/vrrLxJZuXIliWzdupVEtm7dSiKka6impvbXX3+RyLx580jk3LlzJDJx4kQSCQgIIBE3NzcS+QG/S6qqqgDg4+NDIRlEoyiqwft76L8ePXr08OFD8jcKQgghVCOhUHj69GlnZ+fWrVtLOxdUJ/Hx8dra2kZGRgCAHSyEEEIIoXrAZDI9PT137NgB+BQhQqjJu379uoeHh1AolHYiCCEZxmFXiERf8TGCHSyEUBOXmJh4+fJlvFqPZI5AIBg7duytW7eknQgCAIgKvTpnGHPL772jn92oS3nsYCGEEEKNkVAo9PPzI894IqlLePWAokRpbyPLS/PrUh6naUAINXEjR45s3bq1vLy8tBNBCMkqihIlxjwi27aOPevyFuxgIYSaOGtra2tra2lngdBXo9Pp165ds7e3/+YantzYGHHvgEjIV6ArztuWqkBXrMf0fipZ72JZZYUAwGxmom9sU5e34C1ChBD6stjYWCMjIxqNRqPRxo4dK+100E9BTk5u6NChZPbXb9PNffWklSEAYGTpgr2r7xEXFUw2bNv2ruNbsIOFEGriLly40K9fv+98itDBwSEnJ2fevHkAMHjw4HpKDaEGV1WeDwBmLbt929tzM14mRl7j86rqNakfUXn90tFrbmRmBwAOzv3q+Ba8RYgQauLS0tKCg4Pr5SnC0tJSGo02YMCA769KLCIiIjU1dciQIWTabtnVZA6k8eDz+e7u7lOnTh05cuQ3V5IaGwwApi27ftvb7/ktKyvKbNnO7ZsTkFbl9cu11xjXXmP4PHbd34JXsKSAxWLl5ORIOwuE0NehKOrRo0cuLi66urr1WO2cOXPmz59P1qeTaU3mQBoPkUgUFBRE1oX8RhSVGnuHoaSmb9b2G95dxSrMzXhlYdeHJlf/z4g0aOUNhM5QpjOU61gYO1hSsHPnTlNTU2lngdDPYvz48Y8fP/7+pwhTU1OzsrLq9/5gfn5+ZGTkgAEDZP0hxyZzIE1McV5KaUGaiU1nOblvuWGVnvAAACxb963vvBq8cmkJDg5etGgR2cZbhAihJs7ExMTExOT767l//z4ADBo06PurErt792691ykVTeZAGhU6nR4SEmJlZfXNNaTG3gEA05bdXgTvjXt+nlNRbOcyqvvQP+Xk6QAQ/eDws8Bt3dxWOXbzJOXvnl1cWpg+auHVgOOz38UF8zgVABB8fmnw+aUeCy4bmDkBAI/DCvX/X3ZKGKs0h2nQot+4HToGtQzDp6jY5+eiHxwGgKqKIgu73j2GrVNW06mxcjk5hVObP44fd5txvKI053nQdg3t5gMn79c1bCW53cry/CfXN2S+DeVxK63bDOgzestZnwE8Dmvmhmig0Q6tdGSV5gBAa9cx3dxX3z23ODPpiaauef/xOwzN2z8L3Bb98IgCXann8PWtnId986km2rVrJ97GK1gIIVQDNpv9xx9/mJubM5lMV1fXR48ehYSEGBgYODk5AQCfz6f9Y8uWLUVFRZMnT9bS0mrVqtWLFy+q10NR1NGjRx0dHR0dHY2MjKZOnVpYWAgA48eP19LS8vT0BAAvLy8tLa2IiAjyltzc3ClTppiZmTGZzKlTp1ZWVjo4OJiZmVEURVEUg8Eg7S5evPjy5cudOnXS0dHx9PQsKyuTcDh8Pt/X17d3794uLi6Ojo4LFixgsVhfbI7kL7nF2g7E3d3dwMCARqONGjVKnMawYcMYDIY41ZcvX4pP45UrV3bv3q2np9e+ffv4+HhSoLy8fMGCBU5OTnp6et27d09MTPz80OpyTr7YUFVV1erVq3v27NmpU6eePXuGh4fX8ezVmGFtP3TJuz4nJyfXq1ev77njkRp7FwDexd2rYhX2GLbW0MI58v7BV49PAEDRh6T48ItAUc+DtlP/rACTnfK8JP8dAAye8pfXlni6ooqxlcv87anzt6eS3lVhTsKpzb0VVbQm/nFv3O+B2Slh9y+uqK3116En75xZ5DLgN89VjxToSnHPz985s6i2yrX0zD0WXDYwa0taKSlIMzRvn5cV8y4uWHK7+dlxpzf3SUt40H3on+OWBKhq6AednFeYk2DdZgDQaAAwdPYpx26TAYBp2DLghJdpy+59x/oW5iQ8vLo29vl5OXmFgZP2cipL7l1Y/s3nuWYU+uHWr18vLy8v7SwQ+lmcOHGiQ4cOAoGg7m9JTU1t06aNnp7e7du3eTxefHy8jY2Njo7O1KlTSQGBQPDs2bNhw4YBwKVLlwYOHLh169ajR48CQPfu3atXdfDgQQDw8/OjKMrS0hIA3N3dya6qqip1dfWuXbtWL//y5UsjIyNDQ8Nz584lJCSsWLGCDHCeP38+RVEikSgvL2/WrFkA0L59+z///DMpKWn//v0AMGHChNoOJzs728XFpWXLlikpKRRF+fn5AcDYsWO/2FwdW6zxQCiKOnz4MACcOHGCvGSz2aqqqv369RMXKCsrCw4OdnZ2BoB169bNmzeP3IHdunUrRVGxsbFWVlZr1qwRCARJSUkA0Ldv38+Pri4ZSm4oKSmpZcuWAwYMYLFYFEXt2bOHTqfHxcV98ezVlqGEH7qEXfWOXVG8ba6+7xy9hMhrJMIqyfH10r2wazhFUTePzmSVfngeuN3XSzczKZScyv1LWz64/Ccp/PblTV8v3Yjg/eIKBXzu0fWd/Ha4USIRRVEF79/4eule3juqtgTObRvk66VbWphJUZT/kak75hs9veVTW+XEMe8uvl669y+uoCgqK/nZ7dMLy0veS2hXKOQf39Bt5wLjgvdvSA0ioWD7XANfL92MxEfiah9dXe/rpXtyU8/CnESKokoLM329dA+tcsp8+5SiKB63csd8o7/XutR4FGf2Lzh7YFFS7BOh8Cs+QyiKwg6WFGAHC6EfafPmzQDA5/PrWF4gEHTo0EFZWTk6OlocJJdhrly5Ur3kiBEjAKBLly7kq5d8xQ4ZMqR6mS5dugBAWloaRVEeHh4MBmPdunVk15UrVwBg27Zt4sJ8Pr9169ZKSkoxMTHiZBQUFADg3r174mJTpkwRdw5IGSaTqaOjU+PhiESivn37KikpZWZmUhTF5XLpdDoAjBgxoo7NfbHFzw9E/C4ajZaXl0de3r59GwD27//0O9XOzg4AFixYQFHUo0ePpk2blpWVxeFwWrVq1aNHD5FIRFFUbGwsAAwYMKDGY6zjOamxIS6X265dOwaDkZ2dTYoVFxeLO2cSzp6EDCX80CXs+hyPx+vUqdOZM2dqKyDZm/BLvl661/6aJI5wqkpJP4MSifKz4iiKykmL8vXSfXx9I0VRhR+Sdsw3qijNJYX9j0z19dItyX8nfnvY7V2+XropMbcpiirMSTyxsfuRNR3EPZvPBZyY4+ul+/fajnFhfgI+V8Dnind9XjlFUaUF6b5eugf+sOdxKqrHJbQb/eCIr5fuo2ve4sJVFUW+Xrp7FlsKBTxx8Lh3V18v3cTI6+RlYtQNXy/d4PNLP56oF5fFvbpP8LjsuSOazRyiPstNozAvs7YjrRF2sKQAO1gI/Uhf28EiFz8WLlxYPejs7Eyn08vKysQRDoejrq4uJycXGRlJIr6+vtW/44mJEycCgI2NzcmTJ7lcLpf773eMh4cHACQnJ4sje/fuBYDly5eLI+T+kaamJo/38dtCJBIZGRmZmpqKqxIKhUpKSkwms8bDOXfuHAD8/vvv4khoaOi9e/e4XG5dmqtLi58fCEVRXC5XW1u7Y8eO4gi5jZiVlVW9WGpqKgAYGhqSq0di5Kfm7+9PUVR8fHybNm2sra1jY2NrPMa6nJPaGtq3bx8AzJw5UxwpKCgAAGdnZ8lnT0KGEn7oEnZ9jsPhAICPj4+EMhLcPDrD10s3K/mZOJKTFunrpXv90GRxRMDn7phvdGHXMIqingVsC7m0isS5bNbOBcbHvf9zVdJvp7uvl27ss3O3Ty88vaXv01s+fB5bQgLsypJrByf6eun6eukeXOFALhfVVjlFUZH3D/p66b58dPSTuIR2L+3x8PXSLc5LFRdOexPi66V78+i/P9CS/DRfL93z238lF8Aoirpz5jdfL92yoo8dpvPbf/X10i38kPT5ITwPOTdziPrMIeqbf+8t4UhrhGOwEEJN3LRp02JiYur+dJu/vz8AzJkzRxwpKSmJiYnp1q2bhoaGOPjw4UMWizVt2rT27dsDAEVRf//9NwAMHz68em27d+92d3dPTk729PS0tLR8/vw5ibNYrJs3b9rb21dfxufmzZskYXEkKioKAAYNGkQunADAq1evcnJy5s+fz2AwSCQuLo7D4Tg6OtZ4OPfu3QOAoUOHiiNdunTp06cPg8GoS3NfbLHGAwGAkJCQkpIS8UOXJSUlFy5caN++ffPmzasXu3HjBgCsXr1aTU2tevzOnTsAUFhYOH36dE9Pz+HDh8fExLRu3brGY6zLOamtoadPn8J/h+e/efMGAGxtbSWfPQkZ1vZDl7yr3uVmvKTJyRuatxdHkqJuAICN40BxRF6BYWDmlJvxklNVGhd2vtPAJSSeGntHwOdaOQ4AgMryfHZlMQDkZ8UqqWjRaLQuQ/6YsDy48+ClCvRaZ+UoK8oq+pA0dNbJKX+G2rQdXFH64e7Z3yRUDgApr4PoDGW7jh6fVCWh3bys18qqOtrNLMWFY0JPAYC140AAqKooAoCUmCAAaNt9KhmSRVGi1Ng7RpYdNHRMAKDwQ2J2Sphpi65MgxaUSCgejkaEP7xANlx6jIKvhB0shFATp6en5+DgQKPR6lg+KipKXV29+vokR44c4fF4pK9QUlIiEAjgny/smTNnkjJPnjxJSkrq1auXtbV1VVUVmTg+PT09Pj7+2rVr8fHxw4YNe//+/YwZM0j5mzdvcjgcd3d3AMjNzS0qKgKA6OhoJpNZvWkyjIkUI1dWAgMDAaBr13/njSRjv2qb/jQmJgYAyN2xT9SluS+2WOOBwD89JHEHa82aNeJi5B4ccePGDRUVlQkTJnyS28uXL7W1teXk5Ly9vSMiItauXausXOv8Q3U5J7U1RG7sVu+6Xb16FQC6d+8OEs9ebRlK+KFL2FUjBoMRHR09adIkCWUkqGIVqmkayCt87HRWlH6IeXpar7l9qw7/+RvA2LIjj1MRfP73dj2nK6lqk2Bm0hMAsG4zUCjg3To6o7IsDwAUlTXkFRj2rmPUNA1IsazkZ0IBr8bWL+x0P7/918y3oUzDlm4zjimr6nDZ5RIqZ1cWZ6eGWzr0Yyipf1KVhHZpcvLiAwSAD+lRya8CgUazsOuVEhMUee8AAKTG3GYoqdu0/firmJvxqrI8v0XbX8nL109OAkCbbp5AUfcu/JGe8FBcW0V5UeLrRwAgJ6/g3O0/J60usIOFEEL/QafTq8+WmZWVtWPHDgDo2bMnn8/38PDIyMigKMrf39/GxoZcvgKAS5cuAcDkyZN5PN7IkSPJiJyePXt269btwYMHdnZ2ly9fZjKZ4ufaQkJCAMDd3Z3H440ZM4ZMPiwvL6+o+O+CceHh4deuXaPRaP37979x48b27dsBICAgAADET5bFxsYeOXLE2tp6wYIFNR6OkZERAJCbTcTt27c3bNhQx+a+2GKNBwIA9+7dU1NTIw9dBgQEkPMzYMCApKSkyZMnkw5oUVFRaGjor7/+Wv3SIKGpqamoqOjp6UnyB4BHjx7xeDV/l3/xnEhoyMzMDAAMDQ3Jy4KCgjNnzjg6OpIbmhLOXm0ZSvihS9hVIxqN5uTkpK+vL6GMBBb2fSrKcgs/JAJARVnu5X2jVTX0h80+/cmcWEaWzgCQl/m6bfep4mDB+zdkI+jk3Bbt3HSNbAGglfPwyvL82KdnKEpUWpAecnFF2O2dFCWqsXVFZXUFuiJ5KrDoQxKHXdbadayEyt/FBVMioXWbgZ9XJaHdFm1/rSjLjQk9VVVe8PblrZcPjyrQlZRVtLNTwqLu/9Vp0O8f+232fcT9sNSY2wBgbv9xSoj3qeEAoK1ncf/SSg1tYwv7PuJ236fH02hyAGDv1EddU6/uZ/6jr72niL4fjsFC6Ec6dOhQixYt6j4Gi3wrHzhwgM/nP3v2bOLEieQ7+MWLFxMmTDhw4ABFUZGRkfDf0UsdO3YEgODgYDc3t3379pFgmzZtlJSUyMit2NhYeXn5ZcuWkV0dOnQAgPDw8NGjR4vLe3l5AcChQ4dyc3MvX748YcIEVVVVJpPp7+/fo0ePysrKgoICGo3m4uIyb968srKy6OjoFi1a6OnphYWF1XY4ZGi5p6dneXl5SkrKunXrmjVrFhERUZfmKIr6Yos1HghFUVpaWsrKyo8fP/bx8Zk1a5aLiwsA+Pn59e3bNz8/n5Q5efIkAJw9e/bztJcvXw4AR44cEQqFKSkp8+fP/+WXX6qqqj4vWZdzIqEhMr0ZeayvvLy8f//++vr6L1++/OLZqy1DCT90CbsaAqeqLPj8sr/Xdjyztd/pLX1Db26ucchUZVm+r5duauzd6sE34Zf+WtHm9Ja+iVE3xEE+j/P4xsbDq512LTI75t0l4t4BobDW/1Yl+Wk3Dk8+5t3lrO/Ak//r9SJ4n7hwjZVfPzR521x9dmXJ51VJaJfHqbhzdvH+pS13/2YedGo+n8d5fH3D3t9trh4YX1leQFFUfNgFXy/dN+GXxLUd39Dt4AoH8XisV4+PH/yj9ZE1HWKenhEHqzf9POR8UuyT2g5TAuxgScHbt28DAwOlnQVCP4uvHeReWVk5d+7cZs2aWVhYTJkypbi4eM+ePcbGxiYmJkeOHCFl1qxZAwDPnz8Xv+vo0aOGhoa2trYXL14UB1NSUkaMGGFnZ9epUycnJydfX19xGmfOnGnevLmzs3P18iwWa+bMmXp6eurq6lOmTCFzceno6AwZMoQ8i3f69GkACA0NnT17tpKSkoWFxcSJE8kDbhJcvXq1Xbt2KioqhoaGM2bMED8u98Xm6tJijQdCUdSJEyf09PR0dXVXrFjB5/P379+vpaXVrVu3hIQEcZnhw4fLy8sXFxd/njObzV65cqW5ubmampqdnd327dtr+wnW5ZxIaIiiKH9/fxcXl06dOjk6Ok6fPl187JLPXm0ZSvihS9hVIy6Xa2dnd/Top4O+61fM07OBJ+c1aBM/j1OnTok/FmhUfSyAihBCjdaWLVvIdzyZgECmjRs37tatW0VFRdUHoTexFr9W48/wm3G5XCUlJR8fn6VLl9ZjtRVluZH3D7bvPUtdy6gwJ8H/yNRxS4OUVLTqsYmfFpPJ9PT0JIMKZP7jBiGEJJszZ864ceOaQO9KIBDcvn27V69eP6wn8eNb/FqNP8NG6G20f+S9A6rqejoGLUL9N7nPPIG9q4Yg8584CCEkmYaGxudDm2XR/fv3S0pKOnfu3IRb/FqNP8PvwWAwUlNTdXR06rfalu3cEyKuPL211cSm89DZZzSZ9bBSJ/ocdrAQQkgG7Nmzh0w9EBQU1Lx58/Hjxze9Fr9W48/wO9FoNLJiqJtfAAAgAElEQVScTv1S1dQfv+xOvVfbZFCUaPeaoY4ugzv1Ga+krPblN9QCx2AhhJq4vXv3bty48f37903gLiFCqKHFvAjav3E0AKhr6m07nfpV760+BgvnwUIINXGVlZX5+fnSzgKhr8bj8YyNjcn60OiHuee/n2z0GDhNcknJsIOFEEIINUYUReXk5FRUVEg7kZ9I1ruYpJjHAKBAV+wxaPr3VIUdLIRQE/fbb7+Vlpbi/UGE0BcFX99LNlx6jNLQavY9VeEnDkKoiVNUVKy+IAxCskJRUbGwsFBFRUXaifwsKIqqqigl278Mm/+dtWEHSwoSExMTExOrL8+OEEIIfY7JZEo7hQYUcHz225c3ybLNc7YmqKjrSjcfGo02b82lwtz0F48vG5q0+t7a8CnCH8/b29vb21sgEEg7EYR+Ctu2bVu9enVFRQXeJUSosSnJTz26zlXfpM3EFfelnUs9wzFYCKEmTiAQcLlcaWeB0Ffjcrlqamq7du2SdiINqIpVCADm9r2/4b25GS8TI6/xeVX1nVT9wL/nEEJNHI1Go9Fo0s4CoW9RWVnJ5/OlnUUDSk94AAAWdt/Swbrnt6ysKLNlO7f6Tqp+4BUshFATt3z5cpFIhPcHEWqE0uLvM5TUjCycv/aNVazC3IxXFnZ9aHLy359GeUne91fyCfzEQQghhBojRUVFgUAgJ9dkL4WQTpK14yA5+a9eq5tc+rJs3ff70ygtyvlztlPr9v3cxq/6/rHtYtjBQgg1cQKBgM/nKysrSzsRhL6avHw9XJ6pBxQV+/xc9IPDAFBVUWRh17vHsHXKah9Xoebz2OG3d75PDRcIeAoKjO7D1hiatxe/VSTkR4UcSou/z+dVCfgcE5vOXd1WMZTUACD9TQgAWNj1zs+Oe3R1Xc67CE2mab/xO4wsO5D38jisUP//ZaeEsUpzmAYt+o3boWNgE3B89ru4YB6nAgCCzy8NPr/UY8FlAzOnbz64gAs+PC47+tmNSlbx4k0B31zPJ5psvxghhIht27apqKjgc7tIFvH5fJFIJO0s4HXoyTtnFrkM+M1z1SMFulLc8/N3ziwiu0ryU09v7p2X+Xr4nHPjlwbZOA05v31I4YdEsrei9MP57UNin53tN37n+GV3XAb8Fv3w77vnlpC97+LvAwCdoRxwbJZVmwHd3FcVfkh8dG0d2VuYk3Bqc29FFa2Jf9wb93tgdkrY/YsrAGDwlL+8tsTTFVWMrVzmb0+dvz31e3pXeTkpT4NPk2238au/uZ7PYQcLIYQQaoy4XC6Dwdi+fbu0E4E3Ly4BALkuZWDqKK/AaGbiAABCAe/W0ZllRZn9J+yiK6oCgF3HkSIh/8WdPQAAFBV0an7B+ziPBZe19MyFAl7giTkAIBLyAIASCTMSHjKU1GKenvFYcLldz+n6pm0BwNDCmdTs//c0dS2jLoOX0eTkyVxZcv8Mt0qLv8fjVNg4Dvr+Q7t+ap1QyAcAhw4DrO06fX+FYniLECHUxCkpKWlpaUk7C4RkmKau+fvUF5f3jnQduHjQ5IMAIK/AAICYp6fzsmLadJ2kpmVISlIiEQAU5yUDQGLUtYzERx36zlXXNiZvGb3oulDAMbZyBYDcjJfsymJ5BUb/CTvlFBjht3dFhhzs2G9BV7cVABB5/2BxbnKPYWuBRiv6kBRwfLaWnkWP4etIK4mR1wDA2nHgdx5XWlJE9DN/AJCTkx8+ad131vYJvIKFEGriFi1aVFJSgk8RIplDo9HU1NQYDIa0E4HeHpus2wwsyX8XdHLekTXOOWmRJP4+9QX8d6R5UW4SAOgYtACAjMRHAGBd7TqTsVVH05bdSeeM3B906Dz+1OY+B5a1EokEk1c/6T70Tzk5BfhnDDu7ovjOmUVBp+bZtP118urHuka2AMDjVKTG3tE1bKWlZ/Gdx2Vi5egx7X8qqpqdeo8zMrP7zto+gZ84UvD777/PmTNH2lkghBBq1BgMBovFknYWUFaUVVGaM3TWyaLct6E3Nye/Crh79rdp68IBoCQvBQB0DW3Fhd++vAUAJtadAKDg/RsAYBq2qLHatPj7NJqcS/+FfUdv9dvpzir9oKrRDAD4vCo6QyU/K1ZJRYtGo3UZ8oeapkH1N6bG3hHwuVaOAwCgsjxfTl5BWVXn2w5NQYHR131ez0Ez2FX1c54XLVrUuXPnUaNGAV7BkgoVFRVdXSmvuITQz6OysjI3N1faWSAkqy7sdD+//dfMt6FMw5ZuM44pq+pw2eVklwbTBABUNfXJy6qKooQXl/Wa29u7jgYAVU0DABDy/11HIe1NyPPA7aRkbuYrc7te6trGQKPJ0xUzk54AAKs05+XDvwFAUVlDXoFh7zpG3LvKSn5GRmKRktZtBgoFvFtHZ1SWfe8UVgp0RXXN+vlSPn36dFhYGNnGDhZCqInbu3evoaEhPkWIZA5FUYWFhWw2W7ppKCqrK9AVDczaAkDRhyQOu6y161iyy6nHNABIjb0DADxOReAJL5q8/MBJ+8i8Vk7dpwLA4xsbeZyK0oL0ZwG+QSfnWtj3ATJBA0W1aPsrqUdN06C0MD0t/n7ojf+16zULAFo5D68sz499eoaiRKUF6SEXV4Td3klRIvjnwhgABJ2c26KdG7lv2AjhYs8IoSZuy5YtK1as4PP5OAwLyRYul6ukpOTj47N06VIpplFakP74+vqi3GRFZQ0Bn2PbYUT73rPISCkASI29Exa0kyYnx+dVGZg5dXNbpaL+79Wg5FcBYUE7ivOSGcoaVq37dR68lAyHDzjhlfDistfmOHL1613cvVvHZuga2Q6efFBT1wwABHzu86BtiRFXqiqKNXSaO3Qe367XDNJowovLj69vUNVs1uGX+Y1tnRwmk+np6bljxw7ADhZCqMk7ePCgj49PcnIydrCQbGkkHawmhqKofd4etm179v51tpx8PX8mVO9g4S1ChFAT5+XllZaWhr0rJHNoNFrz5s3V1dWlnUiT8jzkbFzU3UtHV66a2aZBrzHhJw5CCCHUGDEYjKysLGln0aSUl+ZfPvZxuvauv3jSaLSGawuvYCGEmriioqLExEQcDoEQ8ju8tJJVDAD6xjYDR/3eoG1hBwsh1MQdOXLE1tZWKBRKOxGEvg5FUSkpKaWlpdJOpIl48/J+VOg1AKDR5CbN3ydeeKeBYAcLIYQQaox4PJ6Njc2RI0eknUgTYWLp2K6zGwD0GDitfpcdrBF2sKTg/v37q1atknYWCP0s9PX1HR0dG3SwBUKo8VPX1J31x5nRM7aOnLqpgZpo166dqakp2cZpGqTA29vb29sbpz1ECCEkAY/Ha9eu3ZIlS6ZMmSLtXNBXw6cIEUIIocaIwWDExcVJOwv0jfAWIUKoicvJyQkPD8er9Qj9hCiK4nIqpdI0drAQQk3cqVOnXF1d8SlCJHMoioqKisrL+97FjH9mgRd8Ni7qmpn6+sc3jR0shBBCqDHi8XjOzs6nTp2SdiKyKv1t1C2/Lfk5qZuX9PyQlfiDW8cOFkKoiTM1Ne3Rowc+RYjQT4VVVnBw83iRSAgAtm17GTRv+YMTwA4WQqiJGzdu3MOHD+XlG3ZSQYTqnZycXJcuXYyNjaWdiOyhKNHR7dNLi3IAQFPbYObyUz/+Tyx8ihAhhBBqjOh0emhoqLSzkEnZaXGJrx8BgJy8wvSlx5SU1X58DngFCyHUxKWlpd29exefIkTo52Fi2WaR9w01DebQCWtatO4qlRywgyUF2tralpaW0s4CoZ/FhQsX+vfvj08RIpkjEolCQkIyMzOlnYhMauXY48/dT/sNXyitBLCDJQXz589/+/attLNACCHUqPH5/D59+ly4cEHaicgqLabRDx561b17923btpFtHIOFUKMjEolYLFZFRUVJSQmfz+dwOFVVVSKRSCQSCYVCiqLk5eXl5eVpNJqKioqSkhKdTtfS0lJTU9PQ0MCh3J+zsbFxc3PDpwgRQg0tPj7e2dmZbGMHCyEpEIlECQkJeXl5KSkpycnJJSUl+fn5mZmZLBarpKSkpKTkm2vW1NTU1tbW1NQ0NjZu1qwZk8m0tLRs3ry5rq6ui4vLz9n9GjFixIgRI6SdBUJfTU5ObtCgQTikpI7O/bXYqpWLS8/R0k7kI+xgIdTgOBxOWFjY69evExMTExMTMzIy0tLSGqitsrKysrIyAHj9uoaZi83NzY2NjVu1amVvb29vb9+1a1cVFZUGygQh9J3odHpAQIC0s5ANwdf3Pgr8+1Hg37nZb93Gr24MV6yxg4VQ/ROJRBEREc+ePQsLC3v48GF+fv7X1qCtra2tra2urq6oqEjuAyooKIjvDAoEAnLHsKqqisvl8vn8kpISFovF5XJLS0slVJuenp6env706VNxhMlkdu3atWvXrh07duzSpUuTvMSVmJgYExPj4eHRGD5zEUL1LvrZjcvHVpHt8tL8RvI/HTtYCNWbt2/fBgYGXrly5dmzZyKRSEJJeXl5W1tbc3NzExMTExOTZs2aGRsb6+vra2pq6uvrq6qqfnMOFEWlpaVVVFTk5eVlZWUVFhZmZ2enp6dnZWXFxcUJBIJPyhcVFd24cePGjRsAQKPROnbs6O7u3qNHj86dO39zDo3N9evXV6xYMXz4cAUF/MRDskQkEl2/fr1169YtWrSQdi6NV3L802M7ZpBt27a9xnntkG4+Yvhxg9D3ysvL27lzp7+/f0JCQo0FVFRUnJycHB0dzc3N27dv37p162bNmjVQMjQaTcKIjYKCAnKbMj09/fnz55GRkSwWS7yXoqjw8PDw8HAA0NDQmD59+pgxYzp06NBAqSKEJOPz+SNGjPDx8Vm6dKm0c2mkKIo67DOZz+MAgKFJy9l/nJGXp0s7qY/+3959hzWRtAEAnyQQuvQuIE0BKRYU9ACxYkMQzlNPEbvi2bueFc8TxV7P3lCxNwQBC1WQKlWRKr33lrrfH6P7IeKCmrAB5vd8z/ckszuzb1YO3szMzqAEC0F+UmNj482bN8+fPx8VFfXtUQMDAxsbGxMTk9GjRxsYGAhIl7WioqKioqK1tTVekpmZGR0dnZSU5Ovrm5CQgK/GWVtbe/jw4cOHD+vr67u5uc2fP19aWpqkqH+VsbHxnDlzBOSfAEEQHqJQKFsPBx/b4chkNKze80RUXIrsiP6PglY3RpAfxWazT58+vX379tra2pbldDp95syZo0ePnjx5sqysLFnh/bT6+no/P7+AgIAbN240NTW1PCQmJrZs2bINGzYoKyuTFR6C9DRsNtvV1XXmzJmTJ08mOxaBxmI2VZblK6vrkx0IkJeXd3V1PXz4MEAJFoL8EAzDjh8/vm3btvr6erxQQkLC2dl5xowZ48eP7x7dJBiGvXz58sGDB7du3Wo5a15ERGTnzp0bN27slnPhEQRBfhFKsEh27dq169evBwYGkh0I8mOqq6snT57c8hE8Q0PDlStXzp07V1RUlMTA+IfFYt25c+fYsWPR0dF4obGxcUBAgKqqKomB/ZCEhISoqKgFCxZQqWjvCgTp8poaa8XEe5EdRds2b948dOhQJycngLbKIUVOTs7r16/JjgL5MVFRUaqqqnh2paqqev369ZSUlKVLl3bX7AoAICwsPGvWrKioqDt37uBz55OTkzU1NbvQ8jx+fn6LFy8mfq4TQQQQh8O5fPlyUlIS2YEIkIa6qsN/T7p8ZAmXK4i7i3p4eMDsCqAEC0E6IjEx0crKqrm5GQAgIiKyb9++3Nzc2bNnd48BwY6YNm1aZmbmgwcPevXqBQBgs9lTpkx58eIF2XEhSHfGZrPnz5///PlzsgMRFI311Yf+npibmRD5+tapPX+QHU47UIKFIO1gsVhTp05lsVgAADU1tbS0tM2bN/fMFZWmTp2anp5uYGAAAOByuTNmzGi5yoPAMjc3X7FiBRofRJAura6m7NDfEwtyUgAAVJrQsNGzyI6oHeg3DoK04/Tp01lZWQAASUnJ4OBgLS0tsiMik5KSUnBwMFzHq6KiYseOHWRH1L4xY8YcP34cJVhIl0Oj0dzc3AYMGEB2IOSrr604sHFsfnYyAIBKE1q47qK5lRPZQbUD/cZBkHbcunULvjh69Kienh65wQgCJSWlGzduwNf4zUEQhOeEhIROnz49duxYsgMhn6i4lHLvvgAAISH6kk3XBltNJTui9vXEYQ4E+SEpKSnwxfTpgrJJO+nGjBkjLS1dW1urqqpaV1cnJSVAi/t96+3btyEhIevWrUOdWN9TVlYGpxgidDpdSUmp50yv7CpgXnV2/5wRExaYmNuRHU6HoAQLQdqBL3lVW1srKSlJbjACgsPh1NbWYhj27t270tJSAU+wXr9+vWXLljVr1qAEC5efn3/48OG0tLSsrKz09PSJEyc+ffqU7KAEwvDhwyMiItTU1HR0dIyMjGxtbadNm0bWwm8cDuf48ePW1tbm5uakBCBQhOmiy7ffITuKH4B+3SBIO/DvsqdOnSI3EsFx6dIlfAk9MTExcoNBOo7BYHh5eQ0fPlxDQ+PIkSO+vr4fPnzgcDhlZWVkhyYompqaMAwrKCgIDQ09e/bszJkz1dXVt23blpub2/nBsNnstWvX9thlfeAOg10X6sFCkHZQqVQOhwMA2Ldv32+//TZx4kSyIyJZVFTUX3/9RXYUP+C3337bvn076r6KjY2dOnVqXl7et4doNBqaXwhJSUlRKF8twV1SUrJ37979+/fv2rVr69ataPSwc/g/OBrx8uYGj+cSUnJkx/KT0EruJLh///6DBw/wacKIgKPT6XCNBvjay8tr2rRp5IZEolevXjk6OrZcnaGgoEBNTY3EkJCOOHny5Lp165hMJnwrIiLi4uIyadIkQ0NDfX19lH22UlhYmJWVlZiYuGfPnuLiYrx80qRJ165dk5PrpD/5bDZ7x44d48ePt7Gx6ZwrCgIOh3XzzNqwgKsAAF0DizX/PBGmd5lucgaDQaPR4Do+KMFCkHa0TLCgQYMG3b9/v0+fPiRFRA4Gg7Fr1y4PDw/4lkqlwrXRUYIl4Lhc7qxZs7y9veFbJSWlLVu2LFq0SEJCgtzAugQMw/z9/f/999/Q0FBYoqioGBQUZGRkRG5g3VVDXeV/Hi4fkz7fbU3dAev+9RUV6zKTX1vuRYi+tSBIh1CpVHyvmLi4OD09vdWrV7fcCLkba2ho2Lx5c69evfDsSkVFRV1dndyoOi4kJGTbtm09dquc9evX49mVlZVVXFzc6tWrUXbVQRQKZfz48UFBQbt374b9fGVlZZMnT66qqiI7tG6Iy2HvXDYEz65GTFiw5eCrLpRdtYISLATpqPT09H379sHniTgczrFjx5SVlWfPnv3mzRuyQ+OXmJgYNzc3ZWXl/fv346NLW7duzcvLExYWJje2jnvz5s3evXt7ZoJ17969o0ePwtfz589//fp1F8qMBQeVSt2xY0dERISsrCwAIDs729XVtRPGfzgczq5du1puMN+9UWlCdk6rAABUKu1PtyN/uh2h0rryTHEMQRBCMJOgUqnwbWJi4rePTMvKyu7YsSMuLo7cUHmlrKxsz549ysrKrT6mgYFBWFgYPAfvzysoKCA32nbt27cPAMBiscgOpLOlpaXBvSMBADNnziQ7nO7Az88Pn6+2b98+fl8OLk524MABfl9IoFw7sTwtKZTsKH6SnJzcmjVr4GvUg4UgP8bExCQ6OjoyMnLkyJF4YVVVlbu7+6BBgzQ0NJYsWfL06dNW07YEH5vN9vPzW7VqlZGRkaKi4vbt20tKSvCjgwYNevjwYUpKym+//UZikD9n1KhRBw8e7IHzuNevX19bWwsAMDIyOnfuHNnhdAfjx4/ftm0bfL1jx46W898RXnFZfqKvsRXZUfAAmuSOIO2Ak9zxxRpaKi4u/vfffy9cuNDU1PRtRSMjI1NT01GjRg0ePHjgwIGC9nQ3hmEJCQmJiYlRUVFpaWkvX7789rcBnU6fN2/eggULhgwZ0uqQrq4u3KIRTXIXTDk5OXp6ehwOh0qlJicnGxoakh1RN4FhmIWFRXR0NADA3d19+/bt/LsWh8M5ePCgra2thYUF/65CoozUN5Vl+UNH/EF2IDzTcpI7SrAQpB0ECRaEYdijR4/8/Pzu3r37vWnvFArFxMSkT58+gwcPNjEx0dLSMjEx6cxpTGw2OzU1NSsr6/379x8+fMjLywsODv7etCQJCQlHR8cpU6Y4Ozt/bw1rlGAJuC1btsCHEhwdHR8+fEh2ON3K48ePHR0dAQC9e/fOzs6Gz+QjP4TLYT+5uff5vSNCwiJbDr5S79Of7Ih4AyVYCPID2k2wcBiGxcbG3rt3LyYmJjg4mM1mE58vIyOjoaGhoaGhpKSkrq6urKwsIyOjpKQkJycnLi4uKysrJSUlLi7e7jYdDAajqqqqvr6+qampuLi4uLi4rq6upKQkLy+vvLw8Pz8/Jyen3YeeaDSapaWlhYWFo6Pj8OHD271oF0qwAgMDHz9+fPz48Z4zSshgMDQ0NOD67AEBAWi3YN7icDg6Ojpwbff79+87OTmRHVEXU1dTfmrPH9kfY+BbA7MRa/Z0k52aWiZYKO9GEJ6hUCjm5uZwCjyGYdHR0W/fvg0KCkpLS0tNTf32y0x1dXV1dXVSUhJxs0JCQqKiokJCQjQajUajUSgUDofD4XC4XG5jY+NPT/aiUCh6enpGRkZWVla//fabhYVFd80/YmNjT506dfTo0e76Ab+VkJAAsystLa0xY8aQHU53Q6PRFi1aBAcHAwMD+Zdgsdns9evXT5kyZdSoUXy6ROfLSI04usORxfw8rcJs6ETXVafJDYlPUIKFIHxBoVCGDh06dOjQFStWAAC4XG5sbOzHjx8/fPiQnZ394cOHrKysDi6lw2az8Q2nf5qwsLCRkZGRkZGmpqaBgYGRkZG5uXnPSTh6Gti5CAAYPny4oE3+6x6GDh0KX2RnZ/PvKnA5GHV19e6UYCmp6oiKSbCYTcJ0Ued5/4yctJjsiPgFJVgk8PDw8PDw6CFrVCIQlUodMmRIq6niTCYzIyMjPT29qqqqtLQ0Nze3rq6uqqqqpKSkqamprq6uurqaxWI1NDQQtCwuLi4sLCwjIyMpKSkuLq6kpCQrK9urV6/evXsrKSnJy8vr6Oj07t270zb3EEATJkxQUFDoUdkk/lcfX00D4S38xuK5LNJBvWSVXZafeHrz3/lrz6tpdbcF8c+cOYP/bKAEiwRMJvPXOySQboBOp8NepXbPbG5uxjAMDgtiGIaPFYqKinZCnF2dmZmZmZkZ2VF0Kvyvvra2NrmRdFeampo0Go3D4Xz69InD4bQ7Z/HnCAkJnTlzZtiwYfxovNNgGNaqG9XMYpLJkPFUKl9uGrn++OP/T0SiBAtBugCUSCE/pFevXqamps3NzfLy8mTH0j3R6XQTExMWiyUiItLY2CglJcWPq9BotKVLl/Kj5c6BYZjf3UPRofe2HgoSpn/1S6xbZletoAQLQZBuzsfH5/bt21euXOFTN4MAyszMTExMBACIiYmRHUu3VVJSUlRUBABo93nhnik3M+HG6VU56XEAAB9vj6lzdpEdUWfrQZMSEIRESUlJampqFAqFQqHMnDmT7HB6luTkZC8vL7QkDdLlsNnsefPm+fn5kR3Ij2moq7r539p962xhdgUAiA65h2E9bjNQlGAhSGcwMTEpLCxcvnw5AGDSpElkh4MgSBfA4XCuXLmSnJxMdiA/pqwoK8TvEpfLAQCIiEr8Pu+ff86+o1B6XL6BhggRpPNUV1dTKJTx48fzsM3o6OjMzEx7e3sJCQkeNtudTJ06VU9Pr+eMDyIIufr0HTx89KzwF9etxrk6z/tHXEKa7IjIgRIsBOkkGIYFBwdbWFgoKCjwsNlly5bl5ORMmzaNh212M/369evXrx/ZUXRbSUlJdnZ2cDbSjBkzbt26RXZE3YewsPCtW7cGDBhAdiDt4HLYVNpX6cT0xQfMrZ2NBnaf5bt+Qo/rskMQsmRmZubl5fF2fLC0tDQmJmb8+PGoewYhCxr+5h8qlTpjxgwDAwOyA/mu+tqKm2fWnP73z1blIqISPTy7AijBQpBO8/LlSwDAxIkTedhmQEAAz9vsfu7du2dvb9/uVpIEXnhv+m+LycFligWZb3kYWHfCp+Fvb29v4oV2EbJUlRdcP7lig6t+sN/FpOjnH5PDyI5I4KAEiwTjxo07dOgQ2VEg/NXU1LR58+Y+ffrIy8tbWloGBwe/evVKRUVl4MCBAAAWi0X5wsPDo6KiYu7cuTIyMgYGBlFRUS3bwTDs4sWLcKlMNTW1+fPnl5eXAwBmzZolIyPj6uoKAHBzc5ORkYmOjoZViouL582bp6WlJS8vP3/+/IaGBhMTEy0tLQzDMAyj0+nwumvXrr13796wYcPk5ORcXV1ramo6/SZ1koyMDB8fn195inDMjP2aBjbiUgpq2ua/Esmru1tfeG/6lRYEE/+Gv1esWNGTF4FjsVhTp0599OgR2YG09trn7NaFxmEBV7kcNgCAQqEU538kOyiBEBERgS/zixIsElhaWq5atYrsKBA+ysrKsrS0vHTp0tmzZ4uLiy9durRo0aIXL15MnDgRrmhMpVLfvHkzdepUAICenp6Li4uRkdHhw4fT0tI2bNjQsqmzZ88uXLhw69atCQkJYmJily9fXrhwIQDgxo0bRUVFEhISVlZWcNNouA/Pu3fvBg8e7O/v7+HhER4erqKiMnfu3OTkZAcHB3jp/Pz8JUuWAABCQkISExOvXr36zz//XLt2DQ7xIG3CuJyc1Fe6puMpv7A6IpvFSAr3kpJR5WFgAgINf/MJl8t99OhReno62YG0RhOiw4cEAQAmQ8ZvOxpuM34+uSEJiMmTJ588eRK+RpPcEYTHOBzOjBkz0tPTw8PDYX+VkZHRwIED79y5g/8FotFow4YNg7vjHT169OrVq7q6uh8/fgQASEt/9ZVJR+IAACAASURBVMSNl5cXAMDCwgIAMHjw4Pz8fNgmAMDPz6+urs7R0RE/mc1mu7i4VFZWRkVFmZiYAAD27NkDOwAcHBwAABQKRUlJiclkAgD++OOPjRs3AgB0dXV37Njh6+vL5xtDmhkzZgwePPhX/k4X5cQ11pXrm/3SUGx++hsWs0nHZNyvNCKY0PB3TzN8zCzfOwf6DxpjP3OLjLwa2eEIKgxBEELCwsIAACqV2sHzT506BQBYtWpVy0Jzc3NhYeGamhq8pLm5WUpKikqlxsTEwBJPT08AwP79+1tWdHFxAQDo6+tfvXqVwWAwGAz8EHxyMD09HS85ceIEAGDTpk14CRxPlJaWZjKZsITL5aqpqWlqauJNcTgcUVFReXn5Dn5ACN/QtKCg4IcqdhXJEbduHbK/9u+oV3f/Dn6w++gqTRazGcOwdyGXPd0UPN0UXt/fkZP6+vyOISc39E0Iu4ZXbKqv9L+x9sHpWbePOoU93QcL752cfnyt7tHVWl777QJvbfx8Kpf7NuD4xV2Wpzf3Twi9+vL25nPbBmJcblFO/NHVWp5uCjc8J6RG3bu2b/TZvwcUZEZ1PHiYTwMAnj9/zrM78kVjY+OmTZu0tLTk5OQsLCyCgoL++OMPFRUVuFEmTN+hffv2lZeXu7q6SktL9+vX7+3bty3b4XK5Fy5cMDU1NTU1VVVVnTdvXllZGYZhf/75p7S0NPz6IS0tLS0tHRX1+bMXFRXNnTtXU1NTTk5u3rx59fX1xsbGmpqaXC6Xy+XC/1QBAGvWrLl7966lpaWsrOycOXOqq6t5fhMwDFNV/dwZWVlZyY/2MQzjcDi+vr5ZWVl8ar9dXC4n4tUt95XDmhpqWx2qr+XXp+7S5OTk1qxZA1+jBAtB2vGjCZadnR0AIC0tDS+prKyk0+mjRo1qedrz588BAIsWLYJvuVwuXEqgZcIE6+J/LNXV1YOCgmB5bW2tqKho//79W548btw4AMDHjx/xEn9/fwDAzJkz8ZK4uDgAgKenJ16SkJAAAGgVXru6d4IV+uTf6x5jmxqqMC436P7OY2v6PD437/MxLrcoJx4mWEEPdtVVFSaGXT++Vhev++DM7PfR9zEMKy9K83RTqK8pgeWXdg8PvLWh5VVe3N587d9R1eWfGE21j87OPbdt0Avvz8kxh808vELt9CajlMjbHDYz9Mm/V/fadjx+/iVYmZmZpqamioqKz58/ZzKZKSkp+vr6cnJy8+fPhyew2Wx8+Pvu3bsTJkzYv3//xYsXAQA2NjYtmzpz5gwAwNvbG/vy4+Tg4AAPwd39rKysWp4fHx+vpqamqqp68+bN9+/fb9my5ffffwcArFixAsMwLpdbUlICh78HDx68ffv2tLQ0+G1n9uzZvL0JUCckWCSqLC94dN19zZ9ai+2lFttLBTw8TnZEXUPLBAvNwUIQHouNjZWSktLX18dLzp8/z2Qy4fhgVVUV3Lns8ePHAIDFixfDc0JDQ9PS0kaOHKmnp9fY2AgfecvJyUlJSXn48GFKSsrUqVMLCgoWLVoEz3/69GlzczP8O1pcXFxRUQEAiIuLk5eXb3npc+fOgS/jg2VlZQAAOBRoZWWFnwP/+PH2+S+BcuPGDRsbm44/RVj86V3c63NObjdExWUAhaJpYMNsrv//+CCFUlWaCQBgNFaPcNwhKaOKAUxB7f/rbBVkRNZXFwMMk5bXMvlttpiELACgsbasovijjvFY/LSS3ITkNzcd3a5Ly2vSRaV0jMfUVORq9x8Dj1YUp3PYTFMrFyOLP6g0YT3T8RXF5E8ixoe//f397ezshIWF4fB3ZWXl94a/T5w4sXHjRvjzRjz8TafTOzL87e/vP3PmTAMDgz179sDZ320Of7u7u/ft23fJkiXy8vLdePibT2LDHm6Zb+h7x7OhrhKWvHh8ityQuiKUYCEIjwkLC7d87ikvL+/w4cMAAFtbWxaLNW3atE+fPmEY9uTJE319/cGDB8PT7t69CwCYO3cuk8n8/fffk5KSYBVra+vXr18bGRndu3dPXl4ef9bv1atXAAAHBwcmkzljxozCwkIAAI1GExERwS/99u3bhw8fUigUOzu7x48fw2dXnz17BgDQ1NSE5yQlJZ0/f15PT2/lypV8vzXfaKirykiN4PdV8vLyQkNDsQ4/RRgVcLy/xXTxXorwbWVxOpUqpGPy/9woKzlQVELW1tkdUCgAgKTwG9pGo/GjplZzgh7svLpv5Pvoe2Om76fShAEAeelvhIRFNPr+P6+NDjxpOMRZSubz/JXaynwhYRHNflZfLhEgTBcbNHLxl6MFktLKP/fxeejs2bPR0dGLFy/GMyEAQFZWlrCw8JgxY/ASBoMREBBApVKPHTumq6sLAHjy5An4Oq0HAMBeq3Hjxl27ds3Ly6uurm7nzp3wkLe3N/iSOUH//fdfcnLyqlWr4ORCAEB1dTWbzZaWlraxsYElGIb5+/tramquXr0allAolIaGBvh4R1fEYrFGjRp1+/btTr5ub21j/LWUtOKMxZ57zyd2cgzdAEqwEITHpk2bVlZW9t9//7HZ7IiIiL///hvmWxwOZ/78+c7Ozrq6unFxcQUFBU5OTvivfrg6g5qa2rRp0yZNmgTXbpaWlhYVFTU3NwcApKamVldXz507F56fmPj5992cOXOmTZsG/+o4OTkVFhaeO3eupKTk/v37J0+eFBMTk5OTCw0NPXLkyI4dO8rLyyMjIy0sLPbt21dbWxsfH//7779LSkp6eXm1zMw6QWVZ/s0za7YtMVNS0+3M63ZESV5iH0Nb/G1Gop9GPysRsc+9LxiXk536ythyBiwpzIouyU0wGT4LP9/Gcbvz8ttSMqr+Xqv9rn1+NjMvPVyjr5UwXQw/rTg3QU13KP42J/WVZj9rIeHPqXlWcqC6nqWYhNznt0n+CmqG/PiwPwTmScuWLcNLqqqqEhMTra2te/XqhRcGBQXV1dUtWLAAfn/AMOzChQsAACcnp5atHTt2zMHBIT093dXVVUdHJyLic6pdV1f39OnT/v376+np4Sc/ffoUALBgwQK8JDY2FgAwceJEfOrVu3fvCgsLV6xYQafTYUlycnJzc7OZmRkPb0Jn4nK5r1+/zs3N5d8lmhvrfO94ttqJWVldv6+x1bBRf67Yed/zWsbIyUuEhOj8i6HbIm+kEkG6hh+dg9XQ0PDXX38pKSlpa2vPmzevsrLy+PHj6urqGhoa58+fh+fs2LEDABAREYHXunjxoqqqqqGh4Z07d/DCjIwMZ2dnIyOjYcOGDRw40NPTk8ViwUNeXl69e/c2NzdveX5dXd3ixYsVFRWlpKTmzZsH1+KSk5Ozt7cvKSnBMOz69esAgLCwsKVLl4qKimpra7u4uOTm5v7EbfnpOVjlJblep1Ytmyq/2F7q7qW/f+LSP6qwsDAqKgpOwe6Io6s0inMT4OuyglRPN4XY1+e5XE64z36Myy3IjPJ0U8jP+Dxf+9mVZU8vLsIw7EPMo6rS7NtHp+LtpETePr5WB76+9u+ouKALXC7n+fWVHDYTw7AjK3vj89aLcuI83RTigi7UVhUkhF5tqq88uEzp5Z2t8GhtVcHRVZo5qa87/pH5NAdLQUFBSkqq5Z3cv38/AODQoUMYhlVWVsKfTzc3NwBAdHQ0PCc4OBgAMHLkSAzDGhoa2Gw2hmHZ2dmhoaFcLhcOfwMA9PX14fk3btwAAGzduhXDsKKiovLycnjpVs9hODs7gy9TuEpLSzEM++eff1r9ZwX7ZQ8cOMDDm4D79TlYXC43Je4FwQnNzc18ir+2ujTI98KhrROXOsgstpdKjX/V6gQOm8Xzi/YEaJI7gvyAH02wBNnMmTOlpKTwJwp/xU8kWOUln66fXAFTq8X2UiumKddWl/56JDx369DkCN9DGIY11JQ+POPiuUwxPyMy3Gd/bloYhmEhj/85sU6Py2HDk09tNMhI9C8rSI17fb6pvtJzmSKb9fnxzITQq/jU+KOrtQoyo0Ie/ZMYfgOW3Dw4MfihO4Zh1eWf7p+acfAv5ZzU108uLKirLnoffd9zmeKdY87NjdUNdeXeRxwennHBOpwgYnxLsFRVVRUVFfEEKzc3V1lZGQAQGxvLZDJHjx6dkZHB5XLV1dX19fXx0+ASa/Ax2AkTJsTHx2MYpqWlBQB4+fIlhmEcDkdeXl5JSQmeD7up3r59y2AwRowYkZiYiGGYsrKympoaHklkZCSVSqVQKFVVVY8ePYJPzg4bNqzlD2RiYqKYmJienl5zczMPb0LLu/HTCVZVecGz2we2LjR+G3SH4DQOh/PmzRueP0fy6ul/S6b0gv8Zwv9dPrKEt5fosVomWGgdLBKUlZWVl5cbGpLf4Y/0KGw2+/nz5yNHjsSHVDpNecknv7sHI17e5HBYeKHtxMVS0oqdHElHjJlxwOfSkqyUF73keo/78xDFm+ZzcfHwSRs0+v4GAMhOftHH0BZfcVRDf3jQ/R1m1q7mo5YCCmWS6+kn5+cL08WaGqvllfXGuxyDp+mZjg+4sdZ87F/GljO+XMXz2eWlGYl+8ir9xruceHbF7fX9HXazDktKq2QmB6pqDRw8asmtg5NZzEZdU7sRU3cBAZhING3atOPHj//333+LFi2Kjo4+c+bMt8PfsbGxBQUFmzZt+tHh73Xr1sHzvzf8febMmXPnzjk4OISFhT169EhMTExUVBQOf/v6+rYc/t67d29mZuaMGTNIGf4mwOWwk2MDQwOuJMcGcjlsA7MRQ0cQbdNOpVJh1vgrMAxrNQtNTrE39mVKIoVC0e//m4Xt9F+8CtIGMjO9nmr37t00Go3sKJCO6jY9WHBhCA8PD5601sEerLKi7KvH/3JzlGv5dXmxvdSKaSq11WU8iaRdFy9eNDExgSNTgo/LYZ9c3zfcZ3/7p34fn3qwesjwdwf9UA9WWXHOo+vuG+f2w/8TWOakUFyQ3m7Fn8PlcrLSon289x/ZZv/PaqtWRxnNjSumKR/d4RAWeO3bBa6QX5Geng4HrDEMo2C/sD8X8nPc3d3d3d3hs/qI4KPT6SwWi0ql/spuwaQ7fvz4xYsXExMTR4wYsWjRolmzZrVfh5Curi7ccqugoEBNrY2lnMuKs/3uHIx87d2y1wpn57zaydX9F2PoIA8Pjy1btrBYLCGhLtBnn58R4X14ysx1z9RbTIH/UY6OjnAdkOfPn8OF2bq9P//808fHp6KiotM6aNXU1IqKigAAlZWVsrKybZ7DZjMT3vqGBVx5/y6o1UTySTM2Tfnzb+JLsFgsCwuL1atXz5kzp+OBeW4en/XhLb6VDYVCOXDlYy/Zr55CZbMYQsKC0rHXXXWBXzcIgvy6lStXdtpCDKVFWb53PN8G3YYbwX5LRFRi3FS0HWcbct6/jvQ7AgDIz3gjraApKa1CdkRdA4nD399TUpAeGnA18tWtupqyb48qqepM+H1du41wudz4+PiSkpI2j3I4rOy0GCVVnVbJE4fDwrMrAACGYfk5yUZfn4Oyq06AEiwEQXimtDDT947n2+A730utoJGTl0j2ku+0qBYvXuzk5NQl9gzuYziyj+FIsqPoel6+fFlVVTV8+HCyAwEsZlPcmyeh/lcyUt8QDBDNXHpYmC76vaMEsj5EJbx9Vpj3ISc9rraqBADguur08NGzW56jZ2iZnRat0rtvX+Pf9IyGD/7NEaVTpEAJFoIgPFBSmOF7+0BUyD3i1AoAICws0ktGKSzgKoVCgRO34QxcCqAA+ObzhFzKl3dfvW15zneqgC9nflUlMTqDAij422/PwRv56pw2qoB2q3w+9HWQbX+cVlU+v2kvSAqldbNfv6WBZnFRSmNzj5gBAoe/AQB+fn69e/f+9eHvn1OQkxIacOVt0O3G+mriM82tnIwGjmrzEJvNrCzNq60ubWqoKSnM6CWjnJKSAh/VhLLSop7fP9KySm5mQqsEa/SUZROmrZeQanvUEuk0KMFCEOSXVJRkP/feGR1yr+WoBAEWi3HnwmZ+R9XDKQBgN0TsYWgj2YF0hs4c/v6WsBAlOtg7Luxu9seYjpwvJEQXEZO8cXqVMF3sj4UeLQ9lfYjav3FMyxLjwWNX7LzfskRZ7f+LrwoJ0TV0TFV79wNfk1VQ/7HPgPAHSrAQBPkljfVVFaW5HcyuEKQ7ERaiTB8lcf/Spo5XYbOZ4YHXAAC9ZJVbJVjf9jlVlRe2KtHQMXV02amq0U9N01BRVafr7gLUE6AEC0GQX6KhO2iDh39aUujTm/+mp4S3e76IqITlyBkUChUAgAEMgM+rxQAAAMDgO/z////iyzl4lS+HWlXBWlaBr9+/f5+UlOT8uzOVQmlxTovGAfZVFbyRryLBvg7s63NavwUtA2inypfSrz9XGx/n6yrgcyNtBZmfn1/fVNvuvwXyi1hs7ParhsvH14YHXG7zaVmiuoymViUSUnJi4r1k5NV6yShK9pKXV9JS0TDQ1dXdvHkzvsu7jLzahGntz45HBAFKsBBEUNTX10+cODEhIaG2ttba2jokJITsiH5APxPrfvv80hJDntzcS7x/M6O5QVXTcOSkxZ0Wm4eHx4srUX6Rl7vEMg084ejoGBjzmOwoegQWG5s442/bifNunF6T+T6S+GRRcSmHP7dRhYRERMTFJHq1OirZS/6od37LEgaDkZU1u7q6nUldiGBCmz0jiKCQlJQMCQnZtWsXAGDSpElkh/Mz+pnabPDwX73nia6hJcFp/vcOs1mMTotq5cqVJSUlnZ9dhTzac377oIPLFDMSfHnV5gvvTf9tMTm4TLEg8y2v2kR+nbpW/w0e/i7LT0hIyRGc1txYJ6ekYTtx0bDRswZY2ndaeAgpUIJFgnnz5nWtzgmkM7179w502QQLMjSz3bg/YLX7Y10DizZPqKooDAu81mnxiIuLKykpddrlcDaO2/sOchASFtXi3coLY2bs1zSwEZdSUNM251WbCE9QKBSrca67T8cMGz2LYGpUWMDVjrdJp9MLCgrg5tlIl3Dy5MnXr1/D1yjBIoGGhoYgrNeCCCA2m+3j46OlpdW/f3+yY/lVhgNGbjwQuGr3Q+1+Q749+rxzO7HIkvcxrI/hSGG6GK8axLicnNRXuqbj8c0Quys2m93Y2PWegpSSVpi76sy6f33VNNvebTYl7kVVeUEHW6NQKGpqapKSkrwLEOGvnTt3Pn36FL5GCRaCCJCwsLDKyspJkyZ1m4eDjAaO3uz5cuWuB9p9v+pxqSovCH/h1TkxHDlyREZGpvM3p2qsKy/+9E5vwEQetlmUE9dYV65vxss2BdP06dOHDv35zYLIpd//t23Hwqa67qaLtM6tuVzOm876yUfI1VOmfCJIl/Do0SPwC+ODLBbL29vby8uLwWCcPn3ayMiIp9H9vP6DxvQfNCY5NuDprX05H2Nh4fN7h34b6yIkROf31RkMRk1NDcEJxZ/e3T7qyGI0qOkMGThiQczLM031FZPnn1PT+dL3hmFRL04mv7nJaK77bdLG8sL3mUn+i9xj2Wzmw/9mMxpr/lz/jEoTBgBc3zf6j9UPRMSkAQA5qa8oFKqu8Ti8kZSoOznvg+Drkb//Iy6lQNw+XDg0JdI76c1NFqOht/4wGo0uTBfX7GfDjxslUDQ1NZubm8mO4ufRaMLjndcMsXa+dXZ9UvTzlofCX1ybOH0DfJCWGJPJVFNT27Vr1/Lly/kWKcIvqAcLQQQFhmGPHz8WExMbOfKrKTuNjY3btm2ztbUdNmyYra3t27dfzW5+8OCBra3tnj17ysvLly5d6uHhsXv3bnt7ewkJic4Nv33Gg8dtOfh6+Y67WnoDAQCVZfkC8lVeRWvAioPpNCF6TfknjMuZtcHPyOKPF94b8RNe3t2aFvPIefntBTsjslNfZyYF6BiPAxRKYthVMQm54k/xeelv4Jkl+UkUyufBu6yUl+q6FmKSn2c9v7i9KTvl5QSX45PmnjEc8ru/16p22wcAhD3dFx98yXHpNZfNL6hUoXehl7X7j+4JO58cOXLk2bNnZEfxq+SVNJdvv+O29UbLxT8rSvNS4191pDqGYRUVFU1NrRd0QLoElGAhiKBITEzMyckZPXq0mNj/hxU+fvw4aNCg2NhYHx+fiIgIZ2dna2vrlJQUePTAgQPOzs4ODg7bt29XUFBYvXp1ampqSEjIunXrtLS0SPoc7TAxt9tyKOivbbc1dQc8v3eIzWby+4obNmxobm4mfoqwojidw2aaWrkYWfxBpQnrmY6vKP4ID5XkJiS/uenodl1aXpMuKqVjPKamIle7/xgul11e+GHSvDNSMmrp754BAOprirWNRtFFJQGcLPX+tf6X8cGMBN+USO9Rv++FHV0afYdnJgUwm+sJ2gcAFH96F/f6nJPbDVFxGUChaBrYMJvre8L4YDczwNJ+9+mYsY4rqLTPP4Sh/ldIjQjpDCjBQhBB8e34IJPJnDlzZnZ29oULF+BE19mzZ7NYLA+PzwtAHzp0SEJCAt8npLS0FADw5MmTzg79B1EoFNOhE7YeDp6+2BMfMeQfGo0mItJOl09WcoAwXWzQyM+rc9VWFkhKf94ALjrwpOEQZykZtS+H8oWERTT7WVGpQmNnelIoVDXdIXDRhPyMSLyFopy45oYqPdMJ8G1c0IX+ljPEeynCtw01JQAANptB0D4AICrgeH+L6XityuJ0KlVIx2Tsr98TgVVUVJTzRX19Pdnh8IyIqMTv8/duOxIKH61NjPKrrS5tv5aISH19/erVq/kfIMJ7KMFCEEHx+PFjAMDEif/vnzh//nxcXNzcuXPV1T+PL3A4HADAhw8f4FtlZWUpKSka7fOYlI+PDwDA2tq6M8P+aRQKxWzoRD2jYZ1wLXxd+O/JSg5U17MUk/g8nJeV5K+g9vkpsOLcBDXd/8+2zkl9pdnPWkhYFAAAH+VT1RpUXpTGZjWX5af0MbSFp2WnvlJUN5JW+NyPWJqfrKo9GG8kL/2NlKy6uKQ8cfsleYl4gwCAjEQ/jX5WcIJXZ4qPj6d8cf/+/WPHjikqKg4ePBjvSa2trV25cuXAgQMVFRVtbGzwn08AAIvF8vT0HDVqlIWFhZmZ2cqVK+vq6ghqXblyZcmSJdra2tra2hkZGfDMsWPHioiIUCiULVu2wJJhw4b169cP7vFM0Fq7kXcy9T79N+z3d1l+QlRcMuLlzY5UkZCQEBYW5ndgCD+gBAtBBMKnT5/i4+NNTEw0NTXxwvDwcPB1ypWamgoAMDT8/Lf/9OnT1dXVZ8+erauru3///n///aerq7tp0w/sjNYTeHh4UKlUgqcImxuqCrNi5JT14du66sK0uCeDbD9vTlJfXSSnpAtfF3+KL8qJ0+4/pq66MDHs81JeKn0GYVxOSqR3b/1h+MzlwqxoPbMJXC473Gc/wDAqhSqv8nlTXgzjJoReGWAzr932G2tLJWU/92yVF77P+xiua2KHYdw3zw6A9lJGHtLV1Q0MDDQ3NwcAJCcnZ2RkWFhYxMXFwTlSycnJgwYNkpWVjYmJCQ8PDw0NXbFiBaxYUFBgbW198eLF8+fPv337duvWrSdOnFiyZAlBrS1btjx58oRGo2lra5uZmcF2AgMD4dcGZ2dnWDJs2LCPHz/iCdb3WiOOnBQUCtVqnKv7mbhOGBxHyIUSLAQRCC9fvgQATJ48GQAQHx9fVFQEAEhLSwMAGBsb46c9ePAAAGBjYwOrODs7Nzc3L126VFpaet26dbNnzw4JCZGRkSHlI3RdOe9fYwCrKEpjNNU01lf4XlmmZTBCy2AEPKqsaZqR+BwAUFOR++bZAQqVJqekG3R/h47JOPwECoWameSv3WJB0ZLcBDWdoUH3tmsbjQIUirbx2Iqiz/064U89MAwzH+3WbvvKmmbZyS8AAI21ZWFP9gEKRVnDJML3oIb+b6ATF/Lo1avXmDFj4KpUlZWVJ06c2Lhx44IFC/78808GgzFt2rTevXvv2rWLRqMxmUwAAJzuhmHY3LlzExISAgMDdXV1mUymi4sLAIDJZBLUAgCEhIRwOBwnJyd8sZLGxsaIiAgtLa3Bgz/3Au7cuRMAADMngtYIIu+0u9cmyV7yk6ZvbPc0BoMhJCR06NChTggJ4T0M6XTx8fFXrlwhOwqko2D/PJVK5etVFi5cCAAIDg4uLS0dOnRoVVUVhmFTp04FADQ0NMBzSktL5eXlzczMmEwmhmE6OjrS0tL19fV8Dex7dHR04O+QgoICUgLouIMHD4qJibFYrO+d4HN5qdf+cZlJAZfdrc5tG/TyzhY2i4EfLc1PubzH+uLuYY/Ozm2oLbtz/PfLe6wLs6JbtnB5j3V+RmTLknsnp1/YaZH+7hl821Rf6XvlL5/LS++fmvHq7jYWs6kj7ZcVpF7eY33Dc8LTi4saakofnZ373xbTxLDr7X5kBwcH+K/z/Pnzjt2kdmRmZgIAVFVV6+rqWpbv27cPAPDkyRMMw1JSUkxNTfX09JKSkjAMu3nzJgBg/fr1+MlhYWEvXrxgMBgEtbAv/y2Eh4fjFe/evQsAWLNmDV6SlJQEAPDy8iKOgSDyX6eqqgpvcmVlJW9bxsGFKg4cOMCn9hGe09bW3rp1K3yNEiwS7N69m0ajkR0F0lGdk2BZWloCAEJDQ0eOHBkcHAwLYbeWt7c3hmG1tbV2dnbKysrx8fHwqIaGBgBg6NChs2bN2rBhw7FjxxITE/kaZEtdKMFq18n1fcN99v90dRaz+eWdLTyM59fxPME6fPgwAODUqVOtym1tbQEAly5dWrBggbm5+a5duxobG+Gh+fPnAwDCwsK+bY2gFpPJlJeXV1FR4XA4+Plz5swBAAQEBOAl7u7uqqqq8LsHQWsEkf+6zkmwhIWFDx48yKf2Eb5CCRYJUILVtXROgnXx4kVFRUVzc/OWX9wxDHvy5ImFhcWwYcPMzMwWLlxYUlICy7lc7tGjRwEAUlJSCgpf1qsEp7FAfAAAGTtJREFU4N9//+VrnLjulGB5uinkZ7z9oSpMRuO7kCssZjOGYUEPdpXkdl5q2xE8T7BGjBghLi5eU1PTqlxaWlpWVvbKlSvf/hjA8bs2kw+CWv7+/gAANzc3DMOKiopgobGxMYVCqa6uhm+rq6vV1NROnz7dbmsEkf+6TkiwkC4NzcFCEIEwf/780tLS6OjoVvtU2tvbR0ZGvnnz5t27d+fPn8c3LV61atXq1auvX79eXV1dVlZWVlb24MEDGo2Gpmt8q7m5ubq6mvic/Iw39TXFHW+zKDs68Nb6jATfN888RUSllDRMfi1GgVZRUREWFjZ58uRevXq1OiQtLS0iIuLq6qqm9nkyfnBwMJwFBUtarsb+/PnzPXv2ENcKDAwEADg6OtbU1Jw5cwYezc7OlpeXh1fHMGzBggVycnILFixoNwaCyBGE31CChSBd0tWrV1VVVWfPnk2lUgEACgoKU6ZM6dWrl76+PtmhCZyjR4/KysoSPEW4/nSZhd1qSWmVjreprmupqm0e/HC3kLCI5fg1vAhTcD179ozD4eC9Yi3NnDmzuLj4woULXC43MzNz5cqVe/fuhYuJLFu2DACwZcuWurq6zMzM3bt3u7q6TpgwgbhWZGQkAEBBQWHDhg2rVn1e7N7Kyqq8vPzUqVPp6elLly6Ni4vz8fGh0+ntxkAQeVdRX18Pk0Wk6yG7C60nQkOEXUvnDBH+qKFDh1IolMuXL5eWltbW1kZHR8+cOVNcXDw0NLRzAuhCQ4RwEjTBJPfuh7dDhE5OTjQarc2BsKampq1bt/bp00dSUtLIyOjQoUMt7/ODBw8GDRokLi6uqqq6aNGi/Pz8dmudPn1aQUHBzs4OPxnDsPz8/EmTJklISKirq69evbpVJAStEUT+69Akd4QYBevExVQQyN3d3d3dneD7NCJQ6HQ6i8WiUqnwO7GAyM7O3rRpU1hYWHl5uYyMjJKSkp2dnZubm56eXucEoKurm5WVBQAoKCjAh2YE08mTJ/fu3ZuXl0e8W0534ujoCNetff78uZ2dHdnhdE9qampwOZXKykpZWVl+XILBYIiKih44cGDDhg38aB/hq57y6wZBuhltbe07d+6QHUXXsHz58uXLl5MdBYL8MAqFoqCg0HJzUqQLQQkWgiAIgggiOp1eVlZGdhTIT0KT3BEE6eZqampycnLQdAgEQToTSrAQBOnmzpw5o62tLVBT6BCkIzAMy8/Px7fHRroWlGCRYNu2bS3XhkEQBOGtIUOGjB071tzcvKGhgexYui11dfURI0Y4ODjAB435gclkamho/Pfff3xqH+G5+fPnX716Fb5Gc7BIQKVS4dpFCIJ0Anl5eQMDA0on7o5MupKSErhiZ2FhIdmxdE/19fUxMTEAACkpKUlJSbLDQQTF48ePZWRk4Gv0Zx5BkG5u0aJF79+/p9FoZAfSefBVyrKzs8mNpLvCb6y2tjb/rkKhUPT09PA/2EjXghIsBBEsHA5n+/btZmZm6urq3t7eAAA2m93Y2AiP1tfX29jYSEtLUygUGxsbUiNFBBf+Vx+uVYbwHH5j8VyWH+h0enp6+qJFi/h3CYR/UIKFIIJlxYoVDx48ePv2raSk5MqVKwEA06dPHzp0KDwqKSkZEhKya9cuAMCkSZNIjLMLKS0tTUhI6FFPEeLrzQYHB+PZOcJDz58/hy86bWlfpMtBCRaCCJCYmJgzZ864u7uLiooOGDDA2toaAKCpqamlpdXytHfv3gGUYHXYpUuXBgwY0KOeIuzfv7+xsTEAoKqqCvaDIjxUW1vr5eUFX//xxx/8uxCGYSkpKeXl5fy7BMI/KMFCEAFy8OBBUVHRiRMnAgC8vb3v378PADhy5MizZ8/wc9hsto+Pj5aWVv/+/UkLFBF4bm5u8MXp06fJjaT7uX79en19PQBgyJAhQ4YM4d+FmEymsbHx5cuX+XcJhH9QgoUggqK5ufnJkycjRoyAO2N876m3sLCwysrKSZMm9ajH4n6FmpqahYVFT7tdLi4uUlJSAIDY2Nh79+6RHU73UVNT4+HhAV/jWSyCfAslWAgiKIKDg5uamsaPHw/fFhUV5XwBvy5Djx49Amh88EfMmTMnMjKyRz1FCACQkpKaN28efL1gwYKPHz+SG0/3wOVy//zzz/z8fACAoqLirFmz+Ho5KpU6ePBgFRUVvl4F4ROUYCEI+UJCQmRkZCZPngwA2LFjh4yMzPTp069cubJkyRJtbW1tbe2MjAx4JoZhjx8/FhMTGzlyZMsWamtrV65cOXDgQEVFRRsbmw8fPpDwMRABs3fvXkNDQwBAbW2tk5MTmu3+6/bt2+fr6wsAoFKpN27coNPpfL2csLBwTEyMi4sLX6+C8AlKsEjg6+v7119/kR0FIkBsbGyqq6stLS1lZWWrq6urq6tv3769ZcuWJ0+e0Gg0bW1tMzMzeGZiYmJOTs7o0aPhMCKUnJw8aNAgWVnZmJiY8PDw0NDQFStWkPRRBFFeXl5wcHCPeooQkpSUvHfvHlwGMyUlZcSIETk5OWQH1VWx2ezNmzdv374dvt25c+fYsWPJDQkRQCNHjuzXrx98jRIsEsTExJw9e5bsKBDBwmAwoqOjbWxsWq7yHxISwuFwnJyc8PlD344PMhiMadOm9e7de9euXTQajclkAgCEhNAmDf9348YNW1vbHvUUIc7IyOjcuXPwdUxMzODBg1s+MIF0UHFx8ZgxY/bv3w/T9PHjx2/btq0TrsvlcsPDwwsKCjrhWghP3Lt3b8mSJfA1SrAQRCBER0czGAxbW9uWhXfu3AEAODk54SWPHz8GAMDHDKEjR458+PBh3bp1FAolNTV11qxZenp6np6enRQ3IvBmzpx5/fp1UVFRAEBlZaW9vf2kSZOePXvG5XLJDq0LyMrKWrdunaGhYXBwMCyZMmXKnTt3Ome7MxaLZWVldfPmzU64FsJz6GsugggE+Ou7ZYLFYrEePnyooqJiaWkJSz59+hQfH29iYqKpqYmf5u/vDwAoLy9fuHBhQkKCk5PTxo0bWw4gItra2uPGjetpTxG2NHv2bGNj42nTpmVkZGAY5uvr6+vrKyUlNWfOHAMDA21tbV1dXREREbLDFAgsFqu4uDg7OzsrKys9Pd3b2xsfXBYWFt6/f//q1at78s8S0nEowUIQgeDn5ycjI2NiYoKXvH79uqKiws3NjUqlFhcXq6iovHz5EgAA58LHx8erqKioqqrGx8fLyspSqVR3d3c1NTXSPoAAmz59+vTp08mOgmQDBgxISEhYtmzZtWvXYMZQV1d36tQpeNTAwAA9GAEZGRmlpqZ+W96/f//79+/j02s6B5VKHTVqVKt1hpGuAg0RIgj5qqqqIiIi7OzsWi4lEBgYCABwdHSsqak5c+YMACAiIgIAMH78+LKysqVLl8JuKmlpaREREVdXVzy7Cg4OhjOxEKQlcXHxK1eu5OXl7dixo1UurqSkRFZUgqZV76+wsPD06dODgoKSk5M7ObuCV3/58iVfF4tH+Af1YCFIO2RkZMrKyrhcbklJibKyMj8uERAQwOVy7e3tWxZGRkYCABQUFDZs2AAXNkxOTgYAUKnU6dOne3p6ysjIAABmzpy5f//+CxcuzJ8/Pzs7+9ixYx8+fIBTtfiHy+UWFxcDACgUirS0NF+v9evS09Pfv39vb2+PRnYAAOrq6rt37961a9ezZ88yMjKysrKys7M1NTXLysrIDk0g6OvrS0pK6ujoaGtrGxoa2tvbo8FT5CdhSKfbvXs3jUYjOwqko/B5UZ6enny6hIuLC5VKraioaFl4+vRpBQUFOzu7/Px8WHLx4kVFRUVzc/Pw8HD8tKampq1bt/bp00dSUtLIyOjQoUMsFotPceLu3r0L70mfPn34fa1ft2/fPgBAJ9wWBOEtDofz7NmzzMxMsgNBfgZKsEiAEqyuBd8ITERE5P79+/y4hKSkpLW1NT9a5oewsDC812rnzp1kh9M+lGAhXVRzczMA4MCBA2QHgvwMNAcLQdoxZ84cuBw2g8GYPn369evXeX6J+vr6VuODAiswMNDOzq6mpgYAoKKisnHjRrIjap+hoeEff/yBxgcRBOlMKMEigYqKysCBA8mOAukoKpX6+vVrU1NTAACbzZ4zZ86cOXN4PmFF8BOsurq6LVu22NvbNzQ0AAA0NDSCg4PFxcXJjqt9Dg4Ot2/f7ml7ESLdAJVKdXJy6tu3L9mBID+DgvW87SMQ5CdUVlZOmDAhKioKvpWQkFi7du369et79er1643Pnj37+vXrAtvFwmAwTp8+vXfv3oqKCliip6f34sUL9PQ4giBISwMGDHB2doZbKqEeLATpEDk5ueDg4Hnz5sG3DQ0Ne/bsUVJSWrNmTWFh4S827uXlJZjZVUVFxYEDBwwMDNauXYtnV1ZWVrGxsV0ou0pOTr527RpauBxBEH7Ly8urqqqCr1GChSAdJSoqeunSpeDgYHxpdQaDcfToUXV19SFDhhw9ehSuXNANVFVVnT9/3tbWVklJadOmTfgOwUZGRo8ePQoNDeVJv12n8fHxcXV1RQkW0uVwudybN2++f/+e7ECQn4ESLAT5MTY2Nm/evLl3717LVQdjYmLWrFmjpqZmb2+/b9++8PBwFotFYpA/gcvlxsTEHD58eOrUqQoKCosXLw4ODsaTEnV19fPnzycmJjo4OJAbJ4L0HCwWa9asWT4+PmQHgvwMtNAogvwwCoXi7Ozs4OAQGBh448aNR48ewXnfGIb5+PjA34aioqKWlpY2NjY2NjaWlpYSEhJkR90GBoMRExMTEhISEhISHh5eV1fX6gQ6nT5hwoRZs2bZ29vD3YK7ogEDBixatIhKpTY0NMCUUUJCAm7WW19fD+ehSkpKwlFavERKSgpWh7eFQqFISkoCADAMq6+vBwBQqVT4z8rlcuEPAI1Gg7P+ORxOY2NjmyVCQkJwrXA2m93U1AQAEBYWhveWxWLBx/LpdDpc3JLJZDIYjJYlDAYDLtMvIiJCp9NbloiKigoLCwMAmpubYX4vJiYmJCQEAGhqamKz2QAAcXFxONm/sbGRw+G0WYLfHPx2/cTNwUvwm9OR2/XtzcFL8JvTkdvVkZvzc7fr25vD758lpAsja30IBOk26uvrvby8JkyYAH87f4tKpfbp02fChAlr1qw5d+5caGhoeXl558dZXV0dGRl5+fLljRs3TpkyRV9f/3sP1lEoFBsbm7Nnz7Za+7Srwzsdc3JyYImKigosqaqqgiV4HsnlcrEvCxEBAKSlpeEJ+ECwpqYmLElLS4MlpqamsOTt27ewBF/eLCAgAJbY29vDEnyx1tmzZ8OS8+fPw5Lly5fDkoMHD8KSv//+G5Zs27YNluDL3q5YsQKWnDt3Dpa4uLjAktu3b8OSKVOmwBJ/f39YYmNjA0siIyNhiZmZGSz58OEDLMGn2RUVFcESuHkAAKCpqQmWwExCREQEvq2uroYnKCsrw5JPnz7Bkr59+8KShIQEWDJ06FBYEhISAkvGjh0LS548eQJLfv/9d1iCL4+ycOFCWHLixAlYsm7dOljyzz//wJI9e/bAkvXr18OS48ePw5JFixbBErgnI4Zh+EY0jx8/hiXjxo2DJcHBwbDEwsIClrx79w6WdM7PEovFmjdvnp+fH4Z0EXJycmvWrIGvUQ8WgvwqCQmJWbNmzZo1q6ys7PXr17BDKDk5GfvyiC6Xy83JycnJyfHz88NrKSoqamtrq6qqKisrKysrq6ioKH+hoqKCf+X9IQ0NDSVfFBcX468LCwtzc3PbnYzft29fa2trGxub0aNHq6ur/0QAAm7r1q1w/qmsrCwscXd3h30n+A50Bw8ehL0XMHUQEhI6evQoAADfL0VKSgqW4P9GioqKsERBQQGWaGlpwRL8Nvbr1w+WaGtrwxIzMzNYYmBgAEuGDRsGS/BcZ+TIkbBk6NChsGTixInwKlZWVrDEyclJV1cXVocls2fPHjx4MAAAXw5m4cKFo0aNanmtFStWODk5wVBhyYYNG8rLy0GLfQl37txZW1sLAMCn3O3btw92EeHfJY4cOQIAwDN1MTExGDDe+yIrKwtL8HuupqYGS/CNp3R0dGCJpqYmLDE2NoYl+vr6sMTc3ByWGBsbwxJra2tYMmjQIFgyduxY2DOE3woHB4fevXsDAPCEcvr06f3794cNwhJXV9fhw4e3bNnNzW3ixIkAAHhjAQBr1qyByRD+D9o5P0tCQkKXLl0CSNeElmlAEL6orq4ODg4ODQ0NDg6OjY39if/Q6HS6qKioiIhIq/+n0WiNjY0MBqO5uRn+P3wB//L9EAqFYmpqamVlZWNjM3LkSEVFxR9tAUEQBMHJy8u7uroePnwYoDlYCMInMjIyDg4OcEo47MF6//79hw8f3r9/D19UVlYSt8BkMuH0EV6RkpIyMDAwNDQ0NDSEL3R1db83rIkgCIL8CvS7FUH4jkql6ujo6OjoTJo0CS/Mzs6urKxsNZwHX5SWljY2NsJJvh0nKioqLi6uoKDQarQRvlBQUNDR0eH1J0MQBEHahhIsEpw/f/78+fP4muBIz6StrY1Px/keJpOJjwPio4EcDkdcXPzb0cPOCRtBEAT5nnXr1uFzH1GCRYKioqK4uDiyo0C6ADqdDp82RxAEQQTf1q1b8ddooVEEQRAEQRAeQwkWgiAIgiAIj6EEC0EQBEEQhMdQgoUgCIIgCMJjaJI7OTAMS0lJAQD06dOHYJe6mpqa/Px8gnYMDQ3hNlhtKi4urqio+N5RERERPT09gsazs7PhwsRtkpGRIV7sOzU1lWB1TVVVVTk5ue8dbW5uzszMJGhcR0cHXy75W1VVVcSrlsOlnL+nsLAQrtHcJjExMeL1DjIzM/E9Mb4lJyenqqr6vaNcLvf9+/cEjffu3VtaWvp7RxsaGnJycgiq6+vrE8yaLy8vLykp+d5RGo2GrwPepry8PLjwd5skJSXxRcPb9PHjR4IdshUVFfEVxr/FZrPxPUbapKmpSbA4fl1dXW5uLkH1fv36ESwYVlpaWlZW9r2jwsLCffv2JWg8JycHbj/XJmlpabgW+fe8f/8e35P7WyoqKvLy8t87ymAwMjIyCBrX1tYm2BGvurq6oKCAoLqRkRFcxLxNRUVFBKvBiYqK4guptykrK4tgKRNZWVk1NTWC6vA38PeoqanhS7R/q6mpKSsri6C6rq4uwd6dFRUV+CY536JSqYaGhgSN5+fn19TUfO+ohIREnz59CKqnp6cTLLCnoKCAr7D/LQ6H8+HDB4LGNTQ08HX/v1VfX49vndSmvn37wg0i21RWVlZaWvq9o0JCQvj+RW3Kzc39drtVnJSUFL6RQJvS0tLguvxtUlJSamOhZtI27OnBdu/ejd//wMBAgjO9vb0J/r0BADU1NQTV165dS1DXwMCAOE58L442zZkzh7g68eNvJ0+eJKgbHx9P/MGjo6MJqp89e5agLpVKJY58wYIFBNUtLS2Jq5uYmBBUX7lyJUFdgowW8vLyIqgeFBREXP3jx48E1ffv309QV1ZWlviDOzs7E1S3s7Mjrq6hoUFQffv27QR1290F6OnTpwTVHz16RFy9pKSEoHrL54a+pa2tTfzBx4wZQ1B9+vTpxNUJ/p4BAA4dOkRQlzibBwCEhoYSVL969SpxdQaDQVD9r7/+Iqg7YMAA4g+O73XTpsWLFxPUhTs3E7hw4QJB9YiICOLqiYmJBNWPHTtGUFdMTIz4g8+aNYug+ogRI4ir47sPtWnjxo0EddtdHvnevXsE1Z8/f05cPTc3l6C6u7s7QV1VVVXiDz558mSC6g4ODsTVCb7gAQD27t37bRW0VQ4J4HLe8LWVlRXB/iQFBQXEy2XZ29sTfLFOTk5OT0//3lEpKSni3+whISEEHWCamppwv7Pvefz4McEXazMzM4J+oJqamlevXhE0bmtrS/D9MicnhyBFo1Aojo6OBI3Hx8cT9APJycmNGDGCoPqrV68Ivl/q6uqampp+7yiHw8G3uW2Tubk5QSJSXl4eGhpKUB3frK1N6enpycnJ3ztKp9NbLpT6raioKIL+DGVlZbjj2/f4+/sT5Jdw6fnvHW1ubm65z+O3hg0bhu/F+62ioqLIyEiC6hMnTiRYaSw1NZWg/0xCQgLfPLhN4eHhBN/Le/fuPWTIEILqPj4+BD1/JiYmBB3VdXV1L168IGjcxsaGoAMsNzc3NjaWoLqDgwNBF3tCQgJBP5CMjMzIkSMJGg8KCiLoadbW1h4wYMD3jmLtZdWDBg0i6HCtrKwMDg4mqD569GiCxDczMzMxMfF7R2k0Gr45d5tiYmLy8vK+d1RBQcHa2pqgemBgYH19/feO9u3bl6CDn8Vi+fj4EDRuYWFB0HFYWloaHh5OUH38+PEEQxMt/3R+S1RUdMKECQSNR0REEHQcqqqqWlpaElT39fUl2I7MyMjo2/4zlGAhCIIgCILwGJrkjiAIgiAIwmMowUIQBEEQBOExlGAhCIIgCILwGEqwEARBEARBeAwlWAiCIAiCIDyGEiwEQRAEQRAeQwkWgiAIgiAIj6EEC0EQBEEQhMdQgoUgCIIgCMJjKMFCEARBEAThMZRgIQiCIAiC8BhKsBAEQRAEQXgMJVgIgiAIgiA89j9x6tfbQwHJNAAAAABJRU5ErkJggg==" />
</div>
</div>
<div id="getting-the-code" class="slide section level1">
<h1>Getting the code</h1>
<p>Website:</p>
<p><strong><a href="http://dnstap.info">http://dnstap.info</a></strong></p>
<p>Open source code repositories are located on GitHub:</p>
<p><strong><a href="https://github.com/dnstap">https://github.com/dnstap</a></strong></p>
</div>
<div id="getting-the-code-dnstap.pb" class="slide section level1">
<h1>Getting the code: <a href="https://github.com/dnstap/dnstap.pb"><code>dnstap.pb</code></a></h1>
<p>This is the <a href="https://code.google.com/p/protobuf/">Protocol Buffers</a> schema defining the layout of <code>dnstap</code> payloads.</p>
<p>Use this if you want to process <code>dnstap</code> payloads in your programming language of choice.</p>
<pre><code>$ git clone git://github.com/dnstap/dnstap.pb.git</code></pre>
<p>Here’s a <a href="https://github.com/dnstap/dnstap.pb/blob/master/dnstap.proto">direct link</a> to the schema.</p>
<p>You don’t need this unless you’re writing code that needs to decode <code>dnstap</code> payloads.</p>
</div>
<div id="dnstap.pb-schema-12" class="slide section level1">
<h1><a href="https://github.com/dnstap/dnstap.pb"><code>dnstap.pb</code></a> schema <code>(1/2)</code></h1>
<pre><code>message Dnstap {
optional bytes identity;
optional bytes version;
enum Type {
MESSAGE;
}
required Type type;
optional Message message;
}
enum SocketFamily {
INET;
INET6;
}
enum SocketProtocol {
UDP;
TCP;
}</code></pre>
</div>
<div id="dnstap.pb-schema-22" class="slide section level1">
<h1><a href="https://github.com/dnstap/dnstap.pb"><code>dnstap.pb</code></a> schema <code>(2/2)</code></h1>
<pre><code>message Message {
enum Type {
AUTH_QUERY;
AUTH_RESPONSE;
RESOLVER_QUERY;
RESOLVER_RESPONSE;
CLIENT_QUERY;
CLIENT_RESPONSE;
FORWARDER_QUERY;
FORWARDER_RESPONSE;
}
required Type type;
optional SocketFamily socket_family;
optional SocketProtocol socket_protocol;
optional bytes query_address;
optional bytes response_address;
optional uint32 query_port;
optional uint32 response_port;
optional uint32 message_id;
optional bytes query_name;
optional uint32 query_type;
optional uint32 query_class;
optional uint64 query_time_sec;
optional fixed32 query_time_nsec;
optional bytes query_message;
optional bytes query_zone;
optional uint64 response_time_sec;
optional fixed32 response_time_nsec;
optional bytes response_message;
}</code></pre>
</div>
<div id="getting-the-code-dnstap" class="slide section level1">
<h1>Getting the code: <a href="https://github.com/dnstap/dnstap"><code>dnstap</code></a></h1>
<p>This is the C library for adding <code>dnstap</code> support to your DNS server.</p>
<pre><code># apt-get install protobuf-c-compiler
# git clone git://github.com/dnstap/dnstap.git
# cd dnstap && ./autogen.sh && ./configure && make && make install</code></pre>
<p>You need this if you’re a DNS programmer adding <code>dnstap</code> support to your nameserver, or if you’re a sysadmin compiling a nameserver with <code>dnstap</code> support.</p>
</div>
<div id="getting-the-code-unbounddnstap" class="slide section level1">
<h1>Getting the code: <a href="https://github.com/dnstap/unbound"><code>unbound</code>/<code>dnstap</code></a></h1>
<p>This is <a href="http://nlnetlabs.nl/">NLNet Labs’</a> <a href="http://unbound.net/">Unbound</a> DNS server, patched to generate <code>dnstap</code> payloads.</p>
<pre><code>$ git clone git@github.com:dnstap/unbound.git
$ cd unbound && ./configure --enable-dnstap && make && make install</code></pre>
<p>Add to <code>unbound.conf</code>:</p>
<pre><code>server:
dnstap-enable: yes
dnstap-socket-path: "/var/run/unbound/dnstap.sock"
dnstap-send-identity: yes
dnstap-send-version: yes
dnstap-log-resolver-response-messages: yes
dnstap-log-client-query-messages: yes</code></pre>
<p>Start Unbound and it will begin generating <code>dnstap/Message</code> payloads on the <code>dnstap-socket-path</code>.</p>
<p>You also need a capture tool listening on the other end of the <code>dnstap</code> socket.</p>
</div>
<div id="getting-the-code-golang-dnstap" class="slide section level1">
<h1>Getting the code: <a href="https://github.com/dnstap/golang-dnstap"><code>golang-dnstap</code></a></h1>
<p>This is the <a href="http://golang.org/">Go</a> language library for working with <code>dnstap</code> sockets, log files, and message payloads. It also includes a command-line capture tool.</p>
<pre><code># apt-get install golang
$ go get -u github.com/dnstap/golang-dnstap/dnstap</code></pre>
</div>
<div id="running-dnstap" class="slide section level1">
<h1>Running <code>dnstap</code></h1>
<p>Example output from the <code>dnstap</code> command-line tool with a <code>dnstap</code>-enabled Unbound recursive DNS server connected.</p>
<pre><code>$ dnstap -s /tmp/dnstap.sock
dnstap: opened input socket: /tmp/dnstap.sock
23:28:56.955950 CQ 127.0.0.1 UDP "www.google.com." IN A
23:28:56.968771 RR 192.58.128.30 UDP "." IN NS
23:28:57.020234 RR 2001:500:2d::d UDP "g.root-servers.net." IN AAAA
23:28:57.025925 RR 2001:500:1::803f:235 UDP "b.root-servers.net." IN AAAA
23:28:57.043608 RR 2001:7fd::1 UDP "c.root-servers.net." IN AAAA
23:28:57.096600 RR 202.12.27.33 UDP "www.google.com." IN A
23:28:57.099600 RR 202.12.27.33 UDP "e.root-servers.net." IN AAAA
23:28:57.115804 RR 192.203.230.10 UDP "i.gtld-servers.net." IN AAAA
23:28:57.117032 RR 192.58.128.30 UDP "c.gtld-servers.net." IN AAAA
23:28:57.149958 RR 192.33.14.30 UDP "j.gtld-servers.net." IN AAAA
23:28:57.164234 RR 2001:503:a83e::2:30 UDP "c.gtld-servers.net." IN AAAA
23:28:57.180134 RR 2001:503:83eb::2:31 UDP "j.gtld-servers.net." IN AAAA
23:28:57.184770 RR 192.35.51.30 UDP "www.google.com." IN A
23:28:57.212179 RR 216.239.38.10 UDP "www.google.com." IN A
23:28:57.219282 RR 216.239.36.10 UDP "ns2.google.com." IN AAAA
23:28:57.220253 RR 216.239.38.10 UDP "ns3.google.com." IN AAAA
23:28:57.222184 RR 192.31.80.30 UDP "i.gtld-servers.net." IN AAAA
23:28:57.223815 RR 192.26.92.31 UDP "e2.gtld-servers.net." IN AAAA
23:28:57.225247 RR 192.35.51.30 UDP "e.gtld-servers.net." IN AAAA
23:28:57.226564 RR 192.36.148.17 UDP "k.gtld-servers.net." IN AAAA
23:28:57.226806 RR 192.35.51.30 UDP "g.gtld-servers.net." IN AAAA
23:28:57.227977 RR 216.239.34.10 UDP "ns1.google.com." IN AAAA
23:28:57.229058 RR 216.239.34.10 UDP "ns4.google.com." IN AAAA
23:28:57.244416 RR 192.43.172.30 UDP "l.gtld-servers.net." IN AAAA
23:28:57.253047 RR 2001:503:a83e::2:30 UDP "k.gtld-servers.net." IN AAAA
23:28:57.254144 RR 2001:503:a83e::2:31 UDP "i.gtld-servers.net." IN AAAA
23:28:57.258091 RR 192.42.93.31 UDP "g2.gtld-servers.net." IN AAAA
23:28:57.259196 RR 192.35.51.31 UDP "d2.gtld-servers.net." IN AAAA
23:28:57.260140 RR 192.42.93.31 UDP "l2.gtld-servers.net." IN AAAA
23:28:57.261115 RR 192.31.80.31 UDP "c.gtld-servers.net." IN AAAA
23:28:57.262082 RR 2001:503:a83e::2:31 UDP "h2.gtld-servers.net." IN AAAA
23:28:57.311686 RR 192.48.79.30 UDP "h.gtld-servers.net." IN AAAA
23:28:57.313437 RR 192.26.92.31 UDP "k.gtld-servers.net." IN AAAA
23:28:57.315933 RR 192.35.51.31 UDP "e.gtld-servers.net." IN AAAA
23:28:57.317539 RR 192.31.80.31 UDP "g.gtld-servers.net." IN AAAA
23:28:57.336650 RR 192.35.51.31 UDP "l.gtld-servers.net." IN AAAA
23:28:57.339383 RR 2001:503:83eb::2:31 UDP "h.gtld-servers.net." IN AAAA
23:28:57.342427 RR 192.35.51.31 UDP "f2.gtld-servers.net." IN AAAA</code></pre>
</div>
<div id="future-plans" class="slide section level1">
<h1>Future plans</h1>
<p>Add support for more DNS servers.</p>
<p>Rigorous testing.</p>
<p>Documentation.</p>
<p>Benchmarking.</p>
<p>Write a specification.</p>
<p>Develop more tools that can consume <code>dnstap</code> payload data.</p>
</div>
<div id="future-plans-1" class="slide section level1">
<h1>Future plans</h1>
<p>Define more event types like:</p>
<ul>
<li><p>Server startup/shutdown.</p></li>
<li><p>RRset cache updates.</p></li>
<li><p>Client queries that triggered <code>RPZ</code> filtering.</p></li>
</ul>
<p>Add more features to the <code>dnstap</code> command-line tool like:</p>
<ul>
<li><p>Match <code>query_address</code> or <code>response_address</code> against a list of IP addresses or prefixes.</p></li>
<li><p>Match <code>query_name</code> against a list of domain names.</p></li>
<li><p>Match specific DNS <code>OPCODE</code> or <code>RCODE</code> values.</p></li>
</ul>
</div>
<div id="summary" class="slide section level1">
<h1>Summary</h1>
<p>Examined existing <code>syslog</code> and <code>pcap</code>-based DNS monitoring technologies.</p>
<p>Introduced new <a href="https://github.com/dnstap"><code>dnstap</code></a> technology that combines aspects of both of these traditional approaches.</p>
<p>Demonstrated how to download and use the released code.</p>
</div>
<div id="section-1" class="slide section level1">
<h1></h1>
</div>
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