jackyrar 发表于 2015-11-26 12:09:32

Storm安装配置及Real-Life实例

  最近找工作看到很多大数据处理的基本都是要求Hadoop、MapReduce之类的,其中如果有熟悉Storm、Spark的会有加分。Storm、Spark属于大数据实时处理的框架,MapReduce是属于离线的、非实时的。这几天都在看Storm,(Spark之前有看过,不过当时耽搁了,不是很深入,之前看的是《Fast Data Processing with Spark》)想记录一下自己的学习过程,希望可以和同学们共同探讨。。。
  看一个技术框架,或许首先应该先google下,看下别人写的博客,技术文章等,大概了解下,如果英语过关,可以直接看官网文档(不过个人感觉storm的文档有点不是很好,根据其提供的例子弄了好些天才搞定,当然或许是自己能力太差也说不定);然后就是搭建集群(Storm集群、当然单机也可以学习的);运行自己的第一个“Word Count”程序(大数据的“hello world”?);结合一些讲原理的书籍或者博客看WordCount的代码,对照理解;尝试自己写代码,并运行,总结经验;之后就是慢慢的积累过程了!(以上纯属个人观点)
  Storm简介:http://www.searchtb.com/2012/09/introduction-to-storm.html , 一篇阿里的技术博客,感觉不错(有一定Hadoop基础看着理解会好点)。里面讲到了Storm记录级容错的原理,看的不是很明白(能力不够呀!)。
  一、Storm安装配置
  首先参考了官网的配置:https://storm.apache.org/documentation/Setting-up-development-environment.html ,跑着有问题。接着,网上找了一篇:http://www.michael-noll.com/tutorials/running-multi-node-storm-cluster/,这个感觉靠谱点(我就是参考这个配置的)。
  集群配置:
  node101 : CentOS6.564bit、2G 内存、nimbus、ui、zookeeper(虚拟机)
  node102 : CentOS6.564bit、1G 内存、supervisor(虚拟机)
  node103 : CentOS6.564bit、1G 内存、supervisor(虚拟机)

  版本: Storm:0.9.3 、Zookeeper:zookeeper-3.4.6
  1. 安装并启动Zookeeper
  1)下载Zookeeper,解压到/opt文件夹(这个文件夹可以自定义)
  2)进入解压后的bin目录执行./zkServer.sh start ;
  3)查看是否启动:
  
# ./zkServer.sh status
JMX enabled by default
Using config: /opt/zookeeper-3.4.6/bin/../conf/zoo.cfg
Mode: standalone2. 安装并配置Storm:  
  (jdk不用说了,自己安装吧)
  1)下载ZeroMQ、JZMQ并安装
  下载地址:https://github.com/downloads/saltstack/salt/zeromq-2.1.7-1.el6.x86_64.rpm 、https://s3.amazonaws.com/cdn.michael-noll.com/rpms/jzmq-2.1.0.el6.x86_64.rpm。 这两个rpm官网没有说要安装,不安装的话,后面可能会有问题。(我现在都不清楚后面出现的问题是否是因为这个没有安装)
  
yum install zero*
yum install jzmq*  
  2)下载Storm,并配置;
  在Storm官网下载0.9.3版本,并解压到/opt目录。修改conf/storm.yaml如下:
  
########### These MUST be filled in for a storm configuration
storm.zookeeper.servers:
- "node101"
#   - "server2"
#
#
storm.local.dir: "/opt/data/storm"
nimbus.host: "node101"
supervisor.slots.ports:
- 6700
- 6701
- 6702
- 6703  
  然后使用scp把这个文件拷贝到node102、node103机器对应的文件夹中
3)启动storm相关进程  可以在bin目录建立一个start.sh文件,并赋予执行权限;在nimbus机器建立的文件内容如下:
  
#!/bin/bash
/opt/apache-storm-0.9.3/bin/storm nimbus > /dev/null 2>&1 &
/opt/apache-storm-0.9.3/bin/storm ui > /dev/null 2>&1 &在supervisor机器建立的文件如下:  
  
#!/bin/bash
/opt/apache-storm-0.9.3/bin/storm supervisor > /dev/null 2>&1 &当然,也可以参考http://www.michael-noll.com/tutorials/running-multi-node-storm-cluster/使用supervision把Storm的相关进程管理起来,这样就可以直接使用service命令了。  
  分别在node101、node102、node103中执行./start.sh 即可启动Storm集群。
  4) ui监控
  浏览器访问:http://node101:8080 ,即可看到集群的监控,如下:
  http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,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
第一次启动的时候在Topology summary中不会有内容。
  这样集群就启动了!
  二、Storm第一个程序WordCount
  WordCount程序参考《Getting-Started-With-Storm-Jonathan-Leibiusky-Gabriel-E_1276.pdf》
  1) 下载https://github.com/storm-book/examples-ch02-getting_started/zipball/master ,导入到自建的java工程中,新建的java工程需要导入Storm的相关包。
  2)修改WordCount使其可以在集群中运行:
  a. 修改TopologyMain.java

package main;
import spouts.WordReader;
import backtype.storm.Config;
import backtype.storm.LocalCluster;
import backtype.storm.StormSubmitter;
import backtype.storm.generated.AlreadyAliveException;
import backtype.storm.generated.InvalidTopologyException;
import backtype.storm.topology.TopologyBuilder;
import backtype.storm.tuple.Fields;
import bolts.WordCounter;
import bolts.WordNormalizer;

public class TopologyMain {
public static void main(String[] args) throws InterruptedException {
if(args.length!=4){
System.out.println(&quot;<input> <threadtime> <parallel_wc> <local|distribute>&quot;);
System.exit(-1);
}
//Topology definition
TopologyBuilder builder = new TopologyBuilder();
builder.setSpout(&quot;word-reader&quot;,new WordReader());
builder.setBolt(&quot;word-normalizer&quot;, new WordNormalizer())
.shuffleGrouping(&quot;word-reader&quot;);
builder.setBolt(&quot;word-counter&quot;, new WordCounter(),Integer.parseInt(args))
.fieldsGrouping(&quot;word-normalizer&quot;, new Fields(&quot;word&quot;));
//Configuration
Config conf = new Config();
conf.put(&quot;wordsFile&quot;, args);
conf.setDebug(false);
//Topology run
conf.put(Config.TOPOLOGY_MAX_SPOUT_PENDING, 1);
if(args.equals(&quot;local&quot;)){
LocalCluster cluster = new LocalCluster();
cluster.submitTopology(&quot;Getting-Started-Toplogie&quot;, conf, builder.createTopology());
try{
Thread.sleep(Long.parseLong(args));
}catch(Exception e){
e.printStackTrace();
}
cluster.shutdown();
}else if (&quot;distribute&quot;.equals(args)){
try {
StormSubmitter.submitTopology(&quot;wc1-1&quot;, conf,
builder. createTopology());
} catch (AlreadyAliveException e) {
// TODO Auto-generated catch block
e.printStackTrace();
} catch (InvalidTopologyException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}else{
System.out.println(&quot;Wrong mode!&quot;);
System.exit(-1);
}
System.out.println(new java.util.Date()+&quot;: 任务已经提交到Strom集群!&quot;);
}
}
  
  这里的提交方式可以选择两种,一种是Local模式一种是分布式的。
b. WordCounter.java 修改  
@Override
public void execute(Tuple input, BasicOutputCollector collector) {
String str = input.getString(0);
/**
* If the word dosn't exist in the map we will create
* this, if not We will add 1
*/
if(!counters.containsKey(str)){
counters.put(str, 1);
}else{
Integer c = counters.get(str) + 1;
counters.put(str, c);
}
System.out.println(&quot;Counter.size:&quot;+counters.size()+&quot;,input:&quot;+str);
}
修改其exec方法,在最后加上一句打印即可;
  
  3) 打包运行:
  使用eclipse的export把代码打包到jar文件中,在node101中使用storm jar提交任务:
  
storm jar /opt/storm_user_lib/wc1.1.jar main.TopologyMain /opt/wc.txt 5000 2 distribute这里需要先在node102、node103机器的/opt目录下新建wc.txt文档,不然会报文件找不到的错误(其实只用在运行的节点上运行即可);  
  wc.txt:(可以自定义)
  
we are the future
see me
ok
see you
because what i am doing
what the fuck  
  4)查看结果:
  在storm 监控界面找到名字为 wc1-1的Topology,找到其wordcount的bolt,查看其运行节点及worker端口,如下
http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,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
  在节点node102中的logs中查看work-6702.log文件:
http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,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
  但是这里并没有看到cleanup的打印信息代码,这个是因为cleanup会在集群关闭的时候调用,所以,如果你把集群关闭就可以看到打印的结果了。(如何关闭集群?jps 查看相关的进程,kill -9直接杀掉)。
  三、Storm Real-Life 例子
  参考《Getting-Started-With-Storm-Jonathan-Leibiusky-Gabriel-E_1276.pdf》 chapter6
  版本:Storm:0.9.3 ,Redis:2.8.19; Nodejs:0.12.0;jedis:2.6.2;
  1)下载、编译、安装Redis、Nodejs:
  redis
下载地址:http://redis.io/download
安装出错:http://www.cnblogs.com/la-isla-bonita/p/3582751.html
nodejs
下载地址:https://nodejs.org/download/

  jedis
  下载地址:https://github.com/xetorthio/jedis/releases ,下载源码使用mvn编译(使用mvn clean install -Dmaven.test.skip=true命令)
  2)下载源码,并打包:
  下载地址:https://github.com/storm-book/examples-ch06-real-life-app。
  下载源码并导入后,如果没有使用mvn构建的话,会报错。首先把jedis jar包加入classpath路径中,同时也需要把jedis jar包加入到storm_home/lib/下面(三个节点都需要,其实应该只用两个supervisor的就行吧);
  由于版本的原因,所以会有些地方报错,一般包括下面三个部分:
  a. TopologyStarter.java :
  修改redis、nodejs的机器名
  
public final static String REDIS_HOST = &quot;node101&quot;;
public final static int REDIS_PORT = 6379;
public final static String WEBSERVER = &quot;http://node101:3000/news&quot;;去掉下面这句,应该是在21行左右;  
  
//      Logger.getRootLogger().removeAllAppenders();  
  由于虚拟机资源有限,所以把所有的并行都改成了2;
  
builder.setSpout(&quot;read-feed&quot;, new UsersNavigationSpout(), 2);
builder.setBolt(&quot;get-categ&quot;, new GetCategoryBolt(), 2)
.shuffleGrouping(&quot;read-feed&quot;);
builder.setBolt(&quot;user-history&quot;, new UserHistoryBolt(), 2)
.fieldsGrouping(&quot;get-categ&quot;, new Fields(&quot;user&quot;));
builder.setBolt(&quot;product-categ-counter&quot;, new ProductCategoriesCounterBolt(), 2)
.fieldsGrouping(&quot;user-history&quot;, new Fields(&quot;product&quot;));提交任务改为集群提交:  
  
//      LocalCluster cluster = new LocalCluster();
//      cluster.submitTopology(&quot;analytics&quot;, conf, builder.createTopology());
StormSubmitter.submitTopology(&quot;analytics&quot;, conf,
builder. createTopology());b. ProductCategoriesCounterBolt.java、utilities/ProductsReader.java
由于jedis使用中如果有超时,那就会报下面的错误:  
  
redis.clients.jedis.exceptions.JedisConnectionException: java.net.SocketTimeoutException: Read timed out

java.lang.RuntimeException: java.lang.ClassCastException: java.lang.Long cannot be cast to [B一种改法是加大time out的时间,修改上面两个类中的reconnect方法
public void reconnect() {
//this.jedis = new Jedis(host, port);
this.jedis = new Jedis(host, port,10000); // 修改默认time out 到10s
}
c. NewsNotifierBolt.java  
  经过b。a的修改后,还会报错,需要修改上面这个类,把http相关的包改为storm下面的http包相关类
  
import org.apache.storm.http.HttpResponse;
import org.apache.storm.http.client.HttpClient;
import org.apache.storm.http.client.methods.HttpPost;
import org.apache.storm.http.entity.StringEntity;
import org.apache.storm.http.impl.client.DefaultHttpClient;
经过a、b、c的修改,现在可以把源码打成jar包并运行了!  
  

  3) 运行,并查看结果
  在node101中运行redis: nohup redis-server & ;
  运行jar包:storm jar real-life1.1.jar storm.analytics.TopologyStarter ;
  运行Nodejs:node webapp/app.js;
  
在浏览器打开http://node101:3000,即可看到下图http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAGgCAYAAACExTFhAAAgAElEQVR4Aey9C3hV5ZU3/jskQBDEiGAOGuVEqEaqJbEgx4pNvEF0pMQO1lAviX4Vwvy1xhmniY+dfujXDrFjP2LtmOhYiP2kpG3GBHFKQJQwWjleE6qG4ICJEuRAqBwikhNy2f9nvZd99t7nnFwOCRBY+3mS/e73stZ6f+/aa73XfVyHD39tAAbk5UIorKIARI4NT+8rny7R33yUfyB5BX0X4LLUSPMM3ftBMSyLNcIa7j9VXYrurhEj8O677+Ib3/gGJk6ciJEjR4YIcYgRYAQYgWGCQDzQY7oPEVCWzmV56HG5lFHWjoasIMUZIpdBRhsu9BiGiIdhUDJgSCrklOhRuwNJj8pSKaIpCIgQlVWZVXmZLvK5zNwyL1EQPDQNg6oj6ElJ5X8XlSOZBGHKQHQsMroUHfI8dPVQDs2L5JH1FGmKFQmgc1D9BoLRCAAjRozA6NGj2XlIxPk/I8AIDEME4nuEzVTGlYy3MpAU7zINqkG+QCfJagrnIfNTEdOuCkMNGD1k/5XjoLzSoyj/YAg7L804kXMMGYRMFB8y9oKpks8qC5l2yZtoyLAsLp0C+QzDICepPKPIrHKIm66DYXEyVEY6MspCQZJROKBBwIgIklOjP74YAUaAERiuCMRL6xgy5aIi0r7CIEsdcg2ity9642LIIQ1vyASSAZaDB1lcehxFynQSMr+w6iZmZh7b9FOIsl06JZOWUVBRcRaKZJuFO9HE1bwWPVqnuERJW3HphMjfaP8pDT2NG1QFKSS9iomRyzWCxiH9xsgUlQOMACPACAxTBOKl3D3aj8hHg3rHZC7FfJDsu5PlFUZT9fgpaYR0EnIqixyItLqyt0/GlMiRdQ716MWz6sVL/yRMuhitiGGOcFjS+Au7Tn5KkNWjGEmXDDZNmcnpKTHckXyIo8tAT4/kKxyBEl07FBoNSZ8hnR7JJKajBC8tL9FxoXHHDmzcsAE7duzAV199hTPPPBOpqamYO3ceLrnkYvQYPSJfWVkpluTnK8cSwkjWUQkg/KZyh72MQLq6ulBRUSHqE+nf9773PYwfPz5SEscxAowAI3DcEHAdOnRIuAVlbntnLG09WUP09Bj4t3/7N2zatAl33nkn8vLyYIh5L+E1Qo7DDEUjbRKNnMGarMJk2D/66CN88cUXSE5OxvRLp5tTToKItYyFapRoSw4ZJPqHDx/Gr371K7z11lsYN24cxowZI9Ytenp6cOTIEZF+7bXX4h//8R/x4osvir/NmzcrDIhOFG4GEBcfh23b6jF9+jeRmJgYxv/rr7/GSy9V4a677rSltbe3o7y8HOPGnYkFC04+J+IrduGqR5Zjq1EEr01yfmAEGIFTEYH4UK9c2Tyqpeye2+orevoUYxii1/2vv/hX1NfXY/LkycKJ5OXmSgJyZkuMAsgz6XJ6wT3kqCQTMrPS2NJdjmDEwjgFRYoiKPIpFoaBwKFDSD7/fBw8eBAfN3yM6dOVE1Fk1EBGlBIyiNEKcRLDAHslVX3lzYVgsB0PPfQQvvzyS6SkpCAuLk44kLHjxuLrw1+DDHl3dzfef/99/OhHPxIOJSkpSfAS9REVl7KKkY25iK8rIYUkuSJdNALRU2SdnV1mFh1HjuV3v/t/yM5ecEqNRALNNahYVgN3cQmy3Wa1zUCgvhxFRcvw7IbPgCnzsGRZMYrz0hDuggNorqnAsho3ikuyEYGUSZMCwRYfqqs3ofFAFxCfAPe0TNyS7UVygi0bDu+sQUX1e2g5TPnGIXlmNnKypmGcJVuX/z1UVtZIWojHxNQsLFw4E2411pdZD2NnTQWq32uBJJWMmdk5yJpmpWQhykFG4CRFIJ6MkpjAoZ1H2p6RzZaWXe9XkruWaFm7uxvFTzyBv/71r5gyZQo6OzuRkZEh7DUVIYek6cn1Eqq5WB2QFlUAoYy44CenviRvyVgaYTntJaaAhLmX02WUNmIE4LlwCr46/BXOO+88+P1+NDRsx6XTLxWG16VmtMzqyJ0Ccr+Z9GpiB5mQj6QV6S65ZO8CVpSsECMMco7nnHMOFixYgG9/+9uIi4tHV1encBxr164VTuXo0aNiKy7dxS40QkKBJ29qOstEUGHUyxQWQUQjHYEc7UaIcN19910oL38B3//+rcPeiQTqq1G2rACPrP0MwAKsKQ6vcLC+GFnp1cjeXA+jJhHB5grkedORgybU5HlUgQDqq8uwrOARSFJrEIGUg/hO1G7qgjevCDnj4tF1oB4Vz1fj+Rfj8fCPZprOoWtnJX7z4k54Fhbgp5eNA/yb8HzZi3geP0JBVrKkeeBNPF+2CZiTj5/e4AYOf4TK31SirCIeRXemQfqjLuys/A1e3OnBwoKfQpJ6HmUvPg/8qACalENIfmQETkoEaOU3NG9Pu5jUH5k5aepIbmkUqddNzoNGHhdeeKEYXVxzzTX4wQ9+IAye6CEremQ2yYBKekSCHtRN7JbSvCR9zTdURhpeJYakox5o+uz85PPFekQwGAT1/g8dCqBx+3bLqEXTF5II8y2KC3YqTlRR8tH//+d/PsEH738gaJ599tliioqcB40KOjqCYuQxc+ZMXH755aL+EyZMwBlnnCHCVEdRD1VdEz8Rr7GQOJAY0UYgUkThRhWGEjeKJ0f11FNPiT+q83/+50tCNkoblpe/GsvK/EgrrkfTmgVRquBH9bJH0FxYjIJMOd5I8OSguHgeNhSVoTYoi/mrl6HMn4bi+iZEJRXGYRqy8ubAM04OEeInpiFrZiLQshMtZt4D8NV8hOC0W7DwsnGgnPHuG5DtTUTAV4uP1CCxcdMm+BO9yL7BLfOMuwwLb5kG7KxFrV8RO+BDzUdBTLtlIS4TPOPhviEb3sQAfLUfITTeNJlzgBE4aREYYRp9YfQsRld0n+UzWTHqERcXF5vOg84xzJ49Gzk5OcqAyYVp3esXllyMRaju0nNI5xAypNq0S3RCvLXTEPFiKkvNZ+kI6qEbPTg/OVmsT3R2dQqDHwgEsKOxUXJVRts06tp5CccmOes0yU8a7M2vv26uS9xyyy2id0+jLFEFKShWrVqFdevWYdSoUVIiNUUlqxmqh8CWcmjHohyWItPrTY9A6K7/2tuDuO22H9j+KK2jo6NXWrQ24XIVo7a5BsU5qXDT6MeThYKKRijba5YPNFajOM8LjxghuZGalY8yX8BM14FgYwUKsiy0qpvDaMm8zagpzoPXQzK4kZpTjJpmTQWAOxslZfnISk1UPXRLmg76faheC+RkeW15PGlZmLGvHL5GmdGdXYKy/CykJjrmnjQdAIfry/HzZU/iFasMlnQKBru6gISEEK9AIz46AEy7LFU4Bp3dnepBAnaiUdDaiY8agXGpl9mmzOI9qUhGAM07JYaBxo9wANNwWap1TsuNVE8CsLMRvYil2fKdEThpEBBaLE5JCOOmlwbE4gXMNfERLvzfJ3+Fbdu2iZEH9bjJcG3cuFEsHtOCMz07L3Iyubm5uPOuu6QTkRZW7qoSaxHCLlsmd6zPLnyyYwdaWkL9QCt96r0nJCQIB0KjAHqeNGkSWve3YueunZh60UWCpxhZiG1cSj7hJ+hgoaQmb2T0aVOZgc937xYjG6pPeno6urq7hS8kjEbAhT/+8Y947bXXMGniRLE2omWiRXY5+lDnT4g7eVPzDAqt6dD6kXLK/RiBCHqWKawxYxJAf/rSPGl01PdVgrxlxagpa0RRRRDNFXnwLspEgrsZxZmSZtBXjKyrqpG5vhqN5W4kIAh/zTJkX5WG+vX1KMtSqw31JchML4ZnVQ0aa2gNIoD68mUoqHZK0YyKHC8KUIza+nKkJgbQWJaHS735WN9YBk3OWSrsubkRf6CpLTKy1svtQSr2ob7ZD6T1tdJhLRgt3IVA8ya88h5w2cIs6Ikx+FvgRyLmJFuNPoDEiWL95YA/ACT6QYMM2tRhu8Ylijwf+Q9QAfhb/EDiHISTImwPgEhNC1/UsZHkB0bgZEFArIFoYcwtp2TclIUVBtYA3v/gfVxwwQXmdA05B5riIWdCU1vOi4wf9YxfffVVsUvL7I1TRjGLoyy4Kmh/kusxBw4cEGsctIhtXsIoyyeSgUYBeiqITnZPOGeCWPy+6KKLhEGXOYmhLijv+kmadeVGDJcYTcXHS0NBfMmRaNmoDot+uAh3CYdoSiQCur62uol6UjJRUNt3VTGSWcttpySftEOm6breLp2vtzwyLQ3LluUhVRinBHhyilBU/AcU+xpRnJkGoB5l+Y8guKIOxVnaGCfAnVWMshU1SC8qR35WAdIQQHXJQ3g7two15gJ2ItLyCpBX8RS2WAQJVC/Doj9koeqg5puI1PwiLF92FUqqi5Blrl1YCvUWdPgPuN0gyX3OYVQvNMal5eGnVMh6NVZgWYUaxmAi0nLuxC2pTmbxoRGJLqsdiHXiyeFjyGm4JwIfWZ18vJM2+SLpQKykNBu+MwInKwLiIKFpW8nU0RkQcQZcGj29i+imm27Chx9+KBfI1UI5GUAaBUS7aPsrLbCLi3reFJAbrdTJdMFQ0iSmytBKU+uCx+PB4cNfyRGKFEfJJ2mR8aQdU2PHqt0rBoQDOP/88xVLOZIiuqZDFIdT9AiE0qWVF+xdLowdOxa0jZZ2d9Gax8h4+Z0qjVHn0aM4anQKjKQUYsuArA85XVE/lzyFLwrJesmg3Rn0z4GEj+xE5dS//juQTKSaXWoq7IbbA+zzB8TUU0J9Lcq3JSFHOBMrByDNmwU8VItGfwHSEnyoeQG4vcrr2P3kQWomgA26bAA+mRFeW4/aA48X2FBPU140BXQSXKk5WLaM5OhCoOU91FSU4ee1N+D+/DmYeBKIxyIwAicrAvHCpImtudJxkLENmTkZNnp6xDmP3/3ud8KJkNPoONqBWbNmISdnkehJm7uohGmV1aVeOU2vdHYeVTTljifxWZMe+XkUMtyCi8lU8TS6xXQAjTIUNel9LE9Ef8/u3fj6yNcYcwYZ/sNi/eK8yZPR1a2mdRRdyqtOR8oVafF9K/mNLyJJXEmWi6ZOxQfvvy9GL2+8+Rdcd+21ciTjwIhojXBJ2cRgTY/YJKBy3UO5RFF5tY2YONHVm/OgdO0YBm8EItiG/2v2g2bn3cEgtsGLIj34sOUkD7AWzTRB7wmIqRqvO2JGS6kgAjSns/ZWTP6DJVoHFyi++jmWu9+PepK9lzWPgZGNR2KyFzk5ATz5/CbU1HtxZ1rYkCJEMnBAYNdbJwoIgGavEpx7gkNURChwgFohgZZe+GIEhg0CI8hwSpOmF3+lMRUG11z8NUAL1XfddbfYfUQ7n2h6Z8OGDXj66V+jvf2I6LV/feSIMObUgz9Cf+1HQD12YbuJiZpJomdhsC30iZ/80/whtggfPdohnFVHx1GIcEeHmBojurTral/rfowenYDDXx0WaxfkPDrFOQo5yjDp0hSSGAXJGmujb6YbQHdPD+ZcfbXgS1Nza37/e+zfv18YeytGdAr+i71fYMmSJViany9OqGvaoo6iLpKfAFeNrmQeWT/SkN6cCOWlS3zHi9ZRIvzJdJlPZD6WfwlAEnyg5YTwi4zbAngsI5jmgFwUDs8bihHG8MHNaDfbVrexAaM6x7bYHCoVIeR2IwNrUe9cYQ6SM5uBVLdtiBOBwACjkj2glYzAYVXHcYkYhwOg5QvbdfgwDiMBEyeOAxLHiRGZv4XWOixX12ExwpuYLMcy4xLHAQdoTcV+0ToiEiaCSPHFCAwXBMQurJCxIstOhyi0EVfOhXrf3T3o7Doq5v8vv+xyYcTpcxqvv/46ysrKMIKGIMJJSCMhVg56aLeUICY/ikJhmtMXxlB9OJceVR7Jl4ylNp60+8sUSYhGeehz6PRpEVojGX/meDHyGH/mOLFeclTMNQtB5ChA1YW4CaqCv6ofuTERKWWkh+QLkpGefoU4dU4G/uF//mfhKGn7LI2GaF3nz3/+L/zzw/+MQ4cO4cDf/oZtf/2rnNKiURXVVNRH1oHC4oS+EEnyEf6kDwcSGoGEdmFRnPWPlEznO2aFS/UiL2kfKmqpT2+/6n01wLxseGnQ4U5F5gyguqbeseuqHj7b11fcSMuaB1TUDGiNws5ZPXnSkD0DqPHZZWuurcCWGXmIMOsWkUy/I1uaxRZe+tS+uJJTMS0BaN6500bC/1EjDiek4jJyrPHTkJoMBHbuxGFLrq7Gj7ATblyWKj1Dcuo0JKAZdlJ+fNR4GAmpl4UW7i00OMgInKwIiHMgZFnF7iA1lUO9XWHMldFTplAYQtrSetfdd+Fb3/qW6EHTegP9toXMajXIsqdPFddGVcQoW60ZKBclRiSmIxE22OSqhi6SnvjfY4hzH+eeey46gh0YP/4snHf++WLkIAw28RCjDcndWRfBk8iLBWrVKxbORDrKO++8A263W+zwGnvGGXj22Wdx28Lb8IPbb8dtt92G3/72t2J7L50/oZ1aV86apQ4RKlFNHKXMIXel5FKzaf0bgYT8kfZL+i5qJz3gsetXQiYKynIReCgfRTV+5RxoF1YR8h9KwPJlOcq4pSFn2e3AU0Uo0Ft3g37UFBWh3CGFJ2cZlnueQFFBBer1gCVQj4qCAlQ7u+COsvbHNOQVL4H/oSKUqC3FdJCwqKgRhSX5YiHdnj/6k3Mbb8D3Iip88kQ4leo68BEqK3047L4BN6RqOh7ccEMygvWvoLrxsFjn7vJvQrXvMKbdkoVpIts4zLwhDQn+WlS86Zd56CDhKzuR6L0FXj2y8NyAG5KDqH+lGo10DB1d8G+qhu/wNNySJSlprnxnBE52BMQEr+7xk7DSbMtzF+a+IbWCTD1ncjTUG6edSJWVlcJ5LPz7haLTLYy3Ovsh6dB/ubZCn3Yn4mKgIhNFGkWqHII38RDJYjGfDLAZY4boY4kXXHAhvmr7CmclJuL88ybLqTK5HC/Li0UZa49f9vuF89AkxV0LozgZhhhp/PjHP8af/vQn1NXViZ1e1NOn3WYjJk0S03ejRo3GzJnfFg6FBOvpJjpWaXXT024rkkNsRxB7sUSKZquzOe56ZHHOOWc7UuyPOp89NrYnd3Y56reWoWhZJjw37cA+TMHs3HwUba9FtmVXkju7Ar6qAuQXeTHm1n2YMjsXBSUVKEs8G1dts/BO8KKoZisSi5YhJ3URduxLwiXzcrCsZFnoUyX+CmRPXoS1lmKLJruwiJ4XrMFeNdWVmFUG3/piFOWlwrVD8ayuR4E3tGjgr8jG5EU2SpjsEpSwYM1eVOeEr9uQcb+sugK/KfYjKL5kMhGetDtRkDXNtklg3Mw85KMSlZVP4ucinxuXLbwf2ZeF+MOTjfvvpM+dPI+fb6JMiZiW+SPkz7Fu7R2HmXn5QGUlKp/8OboQjwT3ZVh4fzaspCxwcJAROGkRcPn37ZOmjQya+sEmLa1pZ0UvV22fIjMpvtZriLWH+Pg40PeayKlIL0KlpQOiYvI3RbTxVpue1A84CY9A2WVGydZqWEUx6QR0Xs175MhRcI1wiY86dpmL9NJdaRLaP8gFfmHfhWjaLcmtvXqHr3RkwtGRI6IdZqNGo+WLPXj/vffw+eefi29g0c4yOoU/c9YscXjxaEeHcKpyl1c4RoKh6RplXWnRtbFxB9LS08zDiBpzutPU2DPPlEbcHm3NR2Hacrx0aT7OOussZxI/MwKMACMwpAi4/H6/sLf2kUEEntqbREjSUfYs9qeQIZW5e0/VFAdyd1LspWykrBRHl96vqzzWiBEu8auBtP5BToVGa9Trp6m8sN5/JLqKrL5RltEJCWINh6a/Iv2cLW1CoPUdGvHYzsBoIuqu02munrYf88UIMAKMwPFEQH1MkZaY5XkGMdUifklQWlSzNy920ljdgOptm9NSctQhprHokJxY1ZC9fjkCkCMJaZ+JqqKvp3dEcbWGogyxcGoinxwdaNoSIDldZBp82parfseEOvyhqSotpyJK9bSuGwinoCCnusgJMHWOA+jullNXorSq17FipCWJ1tB0IJKcQn9OmNMIhPLzxQgwAozA8UZAroGQ0aSFa7GRSv+uuDDBYs2ChKInMtB6KkmsVNAZN5r/V4bXtMvUSzddhGVmSxISdZTUpYMRtNQGLeFslNei3UuaZSh/aEpLZtOZlZTqUfkBwZzKaqNtdWyCthZak6G7yqxJ6foPFkaaRbRFdHIK+jS8AIv/MQKMACNwEiIQLwwtOQ69yK08hP49c73mIC25MuPCsqpRhrLwwkjrhWKxxkFuQY1qlJ/QRpxYqIGH8B3aYIt0bV2VHafRgmSntglTJkqjeEVHjBtMniLVPGFOHtDkKwgRSxkI8dO0hScUMgnJrZgMJkb0o1JxI8wpqmiORNaU/zMCjAAjcHIi4Priiz2iDy7sMllkMvZ6oCGMufgn4806WF2DGpTQwECXE0SkU5JGWjkSOZcl3UnI+qs1dJHTHLdI1mp+zOROVlz+tK2ZOyReyE2pOOHUyH3Qs/KUVhnNomZ+6ZhEjch5iEtyCuWlZ0tdRYKZqlyTyGFxn3aMEkaPFmsc7UfaxW+Y9LbOIZjxP0aAEWAETkIEXF/s2WOd+RcGXO6cIlutzbSSnHrzekQgzGOoN++sm3QZ6jfLdY9fORnTyjrICxpi4UM7KG3ENX95VwMDaZW1jKqcigwVUCMTipfUNE3FXNysYVVU36yjHBEnncWxYCR2eCUk4EDrARxqO6TOrEi5bCMz4neaYhSCX046ig0MrEcaFtud3zX5oshXRb/fNohUZ47t0WBj5NrTQg5Egy6tpVgx0J1/aS/N1hBnRsyRhIzWNk532sUUkXA2uphey5CfFyF+oWkbyUBOK6lvU+nvVFnWXYT5N0ctxJEcnBRSPYlq0He2hBwyUgsgRi7mgo4Yj0gnRVUXtbdsHJARSiLhmAQ3RWtwMKItyLT4HR8XL51ESFIOMQKMACMwLBCQv4luikpfraUHZdT1ArOOorvwFiKT2TuWBlgZYjOLNMC6iDDU2sPImajQTi1psc1nLYMeh4iygpBzCCMFC4mp+2KqCkJYmceUW8hPcXSFZJQ8VL1Uqsghoqzxg4MR7Tyg31bXlymWDoi7pT4qoy1ZxMk8FNTtIOYSFaYqS6hxqC8mdqwpgmEY6QaU6Zqfzh35Hp4rFBMKyTZQFCzR0eKtWaiU+awD4s4YWbVTQ2OCxRiZUGjdZYzC30ETE2eSToiiR+JjilSGTCkZYvPXL8QPGalttSELLfJoa0TRUnnNgGAvv39FKRQvd2SJgjT9paJFvOVZRKt/wqwL4tLAiw+a67whCSVzKiP40E3+YJOKkfFCQuIrMqrpIl1UMLTlExXQ9AQhgYyIZow0XgphCanAXbYU4cp6JLWLMaJ3TmuMNaTfPvFS8bs2rDFy7d7dErL+ytuYywmyhdV/mehM0w5KZqInurRlkU9hZcSJd51HDUcoq5ouCu8hi2UaSVavSShWwi9YhdBhdXf2Tx3Jlm6tlFX8FzzMDb/Wvq+Z31knVVNRd2ea5hnKQyFdfxVrgYFirHP+gqlygIyRxIsxIq2ii/VIvxqEBr9rUivkf4nGUNqjeKGAygpTL4FY9vRoK00NElq3EEKRvgrdlX0KvZeWSEhBZQaRRa1l0HmOkEGUB0eE2uspLfES0NqFPIwiXwkpjVz7sCxhiO88Sh5SAvqNEeVbyAgTL7VgLlyAyEo+kn7kSYErekaqjlIQCYNeBxEulRIkH8aIcCNw9c46FRb4MEb6R8kYI1ITftdOJ3sUb3pv3fDCidA0BFlbYV3FXRtlfV5EmRSZQ2WjIasspVyRsC3kPMgBhGjpsqKwcDLEQjkkoYM6rMsoWQQ9cmiWZzFpoqWjeJ0mXI9aV9Fxyg6KR+EltEcxi1GdBVchdOiFEBkZI6USjJHwp6xH0kbo81/qXZQ9DX7XpFHRtufUtEeuzz/7TFp4ZUrNmxhS0BMBIO2GDOkcyslQR15HWTPqIYn0EoqA8ABmbuFwyFCrS6TqLLIjoxb1Q+cudLIuQ+TF5iyKMHnKVDJzVtciy9opXLD9QpNULIHdl342bDD66554rHxrHA4F9a889q/GZyX04J7vHEba+ZZfeVSdAtF82qFb2tKkfJrokU0PqfJKzaSO0zPpud7aaKIjAycpRoeC9KNu6v1U4lM1zj7DQDx1pizt3Z937VTEyG5NZBMfiz0ijH5Q/b/g++I9h5L079F73kz88dbfisxhson1SWmwQ1Y3pKsh+6mVV3WgLRbeabPlHlKlwOLUudB8UnV55mPi7dmm5Af+WC36GJN+cKsZ1/qHKpF3kiUfxQm3on/GVY8uzKUMOVKRtdSqR09yu6/5stH4QZzjENZKz5HJYspsy8YSk1UiXZ5TUW7DNvKRwAlotNOhB8sV7IxDwshuS0w/goKWdFT0TomeqXJcAkrx4sk66qkOeu8I8uONUSzOg6Qkh7PqrXEoue1gyKELg6j0RNRRtxHVTbvtkB7JLxuEtlibra4wkyPQ0LTiicKI5CLDOFA9EtUgPVdVINzkSHl4YtTW4cLj688Rekp1I33V9+xvHsS1l/ac9hipqRVhJEw1FmYmdntEdGJ1HiQIldXv1vGwR6FtvCS5YC3wcIRlHHkfkU1nMe+RYmWcNJRmRpODLiHvtPdL+UTxES2VqgprrsSfLltZodihGDMv5RJGjtKoQdXHvnTN1AuhJaNci56fj+Szv0LGN1qw8Ns7dFKvd8HZKoNJl1LMB1s4hIkorZxJiE2oDjJO5jp2jCKNPEa4gOyZI0H371wch8sviMPL73fCt7Mb734acqZU1pSbBFJTj6GDpUp+IayuAcWp8DDBSCPes/RujLjgAoy8fylc55yjKhf5Zvztb+j8TSl6du8GSn+nSQxrjDrUrzNQc0r9C1Vr046xuDa1TbesvPfzXRP0NEG6n+J6pN8Ece8nRoR01tTrsP6+ysgKFyX2pv9YiJpdryuzo6glu0gAACAASURBVEA2TZBA3tKYZkLovVYtbb7nik+oDjJCUpb2yPwar/SmyuaKdqVitoGOKB0eQ70TJaxZMVWW4tXBPrF2Iky5XJTXdET8zko87JuOJ++YLkcZREesp8hRw/6X78OsBzaa1CMHClH12VJcIYcAaiSg1vTUiEBIaXZyI8/ctRw8Exu3T+m/AyGigqasM/WcXfgAz0wpRfK7/4HvnSszaIxE37zlZSzObcDSPxchfXQ/MVIjQlkHhZ4FI6kZFK/kUNiL/EIEEQqD7r7rRuHLwwb+9HYnXnq3E0/dPQaJY10252EtpKhLVRN0ZVvpYFQ9CsNISyxlFk5e6ZHASGxooDx6ZCNHL1Y9EnrRshSfLb1CfsttEDByWYYQ5BCOPvZzjLwnFyPS06wwmOGeunp0rnoBxpEjOHi0E/TzXycSo5aX70Nuw1L8uSgdCfvX4b5ZLVja/A+4guRSXVLT6espqKh6JNtI94P0a/5V5yh8+PlRTD9/pLQQYl8MnY+ibfQ9GBkfJ/XD8a5JDZS6e9wwan0ZiwmDz/4B6f21R6RHwQ9QfHMppr/wH5h/gdRx0ktZYa3t0d+1kB6R/kobIW6qI2WO0SNiBHyyfyf+9/rlpp71J0Bl6JJ8lGxKZCmC/V1rXbcYs1qWovkf0kW1envXBHRKCKseqa/xKq6m41CK4zJwtOZ1U3bjUEB4GFtcQP5WqTPO/NQHlSbFlXZSjoUFO1UZqtnU6Zj+cCW2LPwZMkarRXeFu9REYO7T7+K5702SgrWuw+LKZDy39Ar1a3+teHkxeWs1dJTtJXgReXmRALKeuiOgXwidQ99bvzpDB/u+q7qJBjI3BOhi1IjEU0khbGFIIqqMbtI+MVJmSeaLhJGiJG5SeQRY6se/NI5aMn2/6VvxeHrjUfFIX1V+pa4TD2bR5+E7dJbQXdVDUBcLp7Iuukbirh60kRKPETGS8sr0CBgp+n3pEQknUFbMBaKCX2wYSfFJNnmRYzj676WIv+F6xOf8QEeLe1fFH9G16TUR/vxIEP5gB6480RjZJAw9DBQj+qKDVlvC5DtTe8RXt9/aKX8F29c0FtOTOzFmzGh5topmJ1SBI18HMXJ0nFY/eZfAyhdQiXVc9MiEYKDvmi6oytnsUd/vWkiPQiEC1ISBQopMJHv06Vef49e1v9FC9P8uaEo+4jgElVQMBG+VbiPYz3fNRFAQEq0H4UAkMVm1UAVpSywQUA7CmidwMCCdgkBAptjzybISoBBoQr8MoPWVxZFHFJestNVLOI35k0SckEt9Iz4kozy0ZhYS35Wn1JDyyzRZWbP1KIvMZhaNFCh8KQPpF+zDlSl7cdHEQ5GyCIwsHTnbCxJ6g1RRLXjyfDz32nyZTEkWxdIYSWh1ASk/uUddB/1ymxG6SiZGoRPzobzhVSDIvnVhHF77WC6Q+w8Z8AfE0c3wzJYYkkjAqN6DUJKUWUtO8aRHETGiTMLYk1aryyyo6Kj6RMRIlxH3wcJI/5yBJB539VXo/stW4Sh6dnwiprQoRU9ZdRsGdnlSEKiz/pavLHsiMEqe/xxItYSqOLCkSDIC/dEjMeMrqyH+f3tKD6iuW5UD2fG3sfjy4G7Ex7nCfnqgu6cHI404DYJUUdXELeseQMnon+HJufq9Hmo9UpXQM9jR3rW2rSh9oAHeF+5BGmE0Oh2Frz0nCofeHxNQofu0XZfeU4GqSLLaI6VHpN8x2qNvnnc53nywRjhmeQxC1cVy02/OnKey8Je971hSdL9VySzEIPuhS1izyjzi7DglR8NIGx+LHslzINLSy4aW6iVebKJ162uPmpyqrvtXQSKzcqIZV3tbq1DJxP/2mHEHv9skp660URMpqiIUNgz85KUm/IMcV5uNQEmqsyoNDtVX2cxXH5gFzwMmCxHwPGF9LkSV6OFLImK4qYDQQ08tgcBIvUpWCs7whRPa8If3UsXfxHHtmOXZi9kpfsxI3m9mFS+j1CLTGBIf+VqoRtTnS6TaibIinab3omKk3juRgT4/EqIZhhFREUNhocoCQ2GwTc0nIpGvF97oRP71o/DWJ11o2NODay+Nxy9fiTD6oOJETxI20RN11ZsldG0E0BIZEkZyV1045TBkFtWnoYeYMFIKQriqHxPTuMeKEb1f2tlRlUfekyfWQjor/ijWOGhKS0Bx5AiOdHfj0ytno+uKdEA7kJMKI9E6cmQQgx7pd2/G+T1o9Mude5ee14OP9oxAe3c8tu8diXFntOPdxk9x/ZUzBC76n2hfYTql3sr3EWjdvQ5tyf+isil9Ve8AjWAk9kJY+QI47JEyFrZ3TeuYUPcoeqTtplA1wV1LKJkbwf2o2xKEd5D1yCZTf+yRRSyN5adfNuMfX/4JOju+BuJHS1yMTjqwh6dv+3dMPSdFZ0WiMUaGRUXleyFIqvfQJo/pEJRticEejaCdIkJRlKEW81vELEJFZJQjQZRzxJHJEGBRovTKIodoRdpZpQya5ml8gNL7/hPis46U1LAad7/YIKsnshq48el30NTcjKamJjS982vM/clLMtzUhOamd/DruZIXoaeNh0aV1NSUXcijnpxi6wLq/v9l1mHMSNkzP3B4DNZ/dBGWrfuOBXaZUQ7d5ctg8iHFb9mCx3OvRopnFq7LfQa+NoLDgLH/ZSz2lKGOwjRH63kGtR+vxv3Xz4LHcw0Wr96OoIlRCzY8nourPR6kXL0Ev9+wGvellKJO2XPBT2Gk4BW11dMJlC5rH7mya9/vRMH/a8fks0eg6h/PwIe7u9H4RS8jENWeQj8EcQNo2YjH7r4GHo8HV9+3GhtWL4an7APpFAygY9c6PHb3dZiV4oFnzvfxTyvrQEuwZPQNtKFu5T/h1qtT4PHMxPW5j+PlnUE1HeICdm/AYwJDC+1n6oVpcupR8OM/4dG7r0GKJwVX5z2Odbs6pG5TM/Ubo5AeaXWIu+F6jPrnf4LrjDPEWgdNax1wjcCOm/9OOg+dUd8jYUTtsPtVPHb3HHhIvsWrseH39yGl7AP5rrWuw32eZ7DR9wzunpMCz5xcrKw7hJba/yOeU2Zdh4dfbkFQaV9w58t47G7SrRTMufsx1IoPShjY//JieErrVE+T8BUVF0ZHNpfEXbwjOomiImEkCgBzvtGDqRPl3zXfUB87MoBXPw6iqvZt+A98iacqXsHqDf+NQ4ePKBQkjqYeGsDLiz249ZfAxh9fCY/nPry8HzhA8j6zDlseux2zZpXiY8OF4E7SlznwpFA7PoYte5Q9UhhtaXgR919/JTwpc7B49cfoEHrUgYbVWo88AgPxrkmLadqjtg9+i/uvo/dsFq6///do6HDBqC9DypU/xkb8EreSjj7zAWDUo8yzGC8fkNUxjDZ8sPJh3HqNBymembiO9OvTDvmu0fucUoraBnqHZ8KTcrWSS6A6IHskS2hFkvfRo8ZgS8NbeGvXNry14x289ck7eOt/6sTz113hnT2JucMeEUYtG5U9Iv3KxsOrW5R9Jq4udJBO5V6HWR4PPFffKt9TYVQO4OUlKSC1Eq8tAFp/THmmHiOk6ljEpqBSKEtsSCnsdZNPzoyi0SQdM4OgSZWSigXswp9yH8eWNiqcjKmj/4StLbJMg28jMtKnq6JSmOSJ40VlNXsrSxFWMlO6fJZmU+cPWRIzRue0RoSFn797A7wXfREWryO0HJqn4g7gA6zeACx97k00Nb2G526sQ85jG9GmC0opVfbVWLfru3hy07toeuMnGFXyGNbtJood+KB0MUpH34Mqcpxv/hsu2lWJV00aKiB6AKo6GntH7bSczqL0vGNvD175oBNftRv43hXxOOsMZVkcmYmGpiNbkrxDHUoXl2L0vdKhv/nkVOyqfFVmpDZpXYf7czZiemEV3qE6bPo1MuruwwOV1NhB1D2Tg8dbaUqvCU1N7+Kl/ElYmVMCH70XwQ8k7XuqRGfhzScvwq4/Ue2teqRkat2Ah0s7cMfTb4i8r/18OtY9sBoNug79xciiR7oo3UdccjFG/e+fitFI09hx2H3bbXBdSKur9isiRpRF4PSMHSeqi+IncV2NDa3z8cIbTdj25KWofDQHpS0/xNNvNKGpainaflwK3yF6DVrh8wELnybdasILc3fh4Zd1TSVBs31Ui0n61tazNKauggMjyn3WGDkq+M3meDy9OR5xI4DxYyTmh+M8GHfGWNz8nXSMSxiF2669CuPHWnrAmq64G5j/XBNe+glw46/fQVPTc6DZafGWrq5F270VePfdpZiO/fD5jFDdbpR1I1mk9Kvx8q4MPLnpHfGujC55HOvIeX68Ernr0vHkm6RHTWjKT7dwV/U2GrDRNx0/+zPxfw3/MmkFntmyH0jLF53SG/ETvERll1JZIZli2oG6UqWnm6SeVpGe3r5C6qnITe9wBp58jd7hQoxe8TheJhXXclOnwiJRdHtkyyVKdBxth8d9UcS/sTQiiXAJKsIWKHod1Emn91S+S03/9TN8d9T2UMn9L+MBek9/UoV3CYPXfo2MDxbj/srdymbLrJKaltGwroGEaFlDr3//381Hvc5R/6NOS5wMGvMPmnGwrZuEonWotaUOSJ4K7/xdKPG1IWPuJCSnt6G0oRULk1vh25IB7706t7yvWpSKVfYopPzSGvETvGR9PIbwBWd/JUp/euAs/P7t6Xj/86QYqKXjjjsyMEm073hMXXgv7vlpHXY9CVhVWxKejzvmJ0NkTfZibvqP0dJKfnUXfCuTcW9VBuSM8Xh4F96LG3+pNDMGqZxFvNPikDYlDgcOG6h6rxPfu2Ikfn13Av5pdRAHvtKK4ixled7lw8rke1GVISXEeC8W3nsjtIitvnV4deFSPDd9vCw0Ohnz712IH69sQOvCSfD9Mhn3vqFxAsZ75+Pe9FtRt6sQXvRO2yIFWn2VeOWVV/HKKz+1RN+I+a33YroSzZIQU/BQfDyO3PcjjAoG4WpVXdP+UuoDJ0lG6gGFx3vnImP7LkyfOxUCueSpSMdGtIkO5yRkzJ2KjRtXwtfWgoZ1u3AguQWtUJ2u/srURz6yPwePuPDUa2qp1ACefk3+iCn1ctu749DhSsbza1/DTVd/G93dXRgxgmY0+qE3Vt5zF2Juso6IXjfZjFHelele3NvxAB5/FLjjjrmYG7HRp2PufB+2VK5Ea8subNkCNEyiF60vBWnoXU9F8ShymfXS9Rv4naao6v/pjYEXtJYI0790zF94I/6PMiW9v6fhFkuTtiyi6yj7XTsNa2x/46xlQuEOtLWmIzmZfMgdwMNb0Dp3PqZOz0BDQyvQ4EPd/Lmw+o/Wllb8y3814V79fpi7sHTFWrFO7MIKcYk1lDT+a/xozl/xq1dn4i87k229hnPGtSPvqo/1pMDAWLS1IrrZV8Y1jGIHQHbK2skIH7GGlepvxKKrRiLdE4dH/xhEpzrysb6+C7/8YQLuvmYU/u+f+8GsPyJGq54W1Fo/HUf3/tC25s9/CU2FWiesCcce/uILP84YOwbnnecWxMafeSZ2fdrUf8L9qosdKPuThdWu1bj14QbcUXAH5s5NxsLpo/GfK/vRVhYSfQedG1H0CIBGQKHe+Yf7zsBlEyfg0z37kDL5XPT09DL9GY3ppNEhFe+zblFQGZ2OpVV/xnzfFqwruRVzJv0Cf/5FhnS+im/blkdx88pk/KxgLubPX4iMqa24oXUAuEXTU0E/ilzR6tyP+I+/+BBZzy1EzeJKdBs9uOKX1yBhpBzhBTvbsa3wLzjSGcT3V90JyturYeqP/sVQhT6/afH91x+F/tN1Pn9bCvRfb3E6zX7fhYa6dEwlrz3ei7mTfGhoA0Z7C/HavVPhW7cL80PdEQAtaNiSjulT7VSG4okWzadP/hKPvfIdvGlxHnEjevD99P/Bb3I2Yc606G7ALtOrWLnOp6as2uCrXIm6/PQB9hGnYvoP67CyUtNpxZbVq8X6h51XbE83p8XjnV3dpvMgKq1fGVj3QRdG9dm1UDynTscP61aikhZ4BIEtWL2aJkvlNSl9Lr67ciUqqZHp6mjBupXr8MOFXkzCdKTn12Hlyi3Q73Gbbx1Wti5FBnUW+qAtCcr/gk/lSlTuCsnxxGo9rWPNObBwd3cPdrfswYQJZyPxrLPMwpMmnYNvXT4d8XFqt5GZEiUwgLpEoWBGt7U0oH6qFxkZ05E8ug1bKteZaYMWUE6CxhL0Rz/RQI5D3ImJmnr7sut8ZF4xAxPGj8X7O3b1OfoYjYloawtN5DrljbluDRtR2QAke+djaeFSJG9sCOuwteyqw3ivFxnpUzEJDdhYGdJT6qWNRgsii9aHnjorMYjPb+/aiqYvPyOvjc8ONGPH3u3ij8J07ftqHzZ8Ko9amAvokfhH0r+Vocnw3t9TmiGaiHUblR1qq0OlKtunA4kky7HEdfgqsW5+hjKk4zH3F79AhvZ8bVuwDvNDz8SoYSNWTs3A9F69f0ekUwsDEpNm/T3nHMLmHRegR2/ZAJB+wX48dfvruMv78QA/c3IjFk7dhUevn4WUlJtR2novKgq8oZ5Wv6Qbj4zCF7Cw4VFcn5KCObmlwNw7IkyB9YtYWKZd+3vwd+nxSDortOYRHwd8OyUOr9Sp716FlXJEjM9A4QsL0fDo9UhJmQMpomUUkLwQT7/ghe/Rm5GSkoJZNz+Kurkv4Gei0UfDW1iFpR0rkTMnRZavHI2fvXCv1I++aFtFIT7PpWPLYpJjFq5/vAXz5+shqzXjwMJf7N2L8yZPRkJCuAKeccYZSE//Fsae0Y9zQwOpSx8ijvfegZ93lOBm0onFG5E8/44+Sgw8ecKZBr5/2QHcmCL/5l70N8i/A7jmvAM4N/5vmORqRWJcG5r3dWPGtClI/4anTwcyfW4hxpfegJRZD2MjzR45rpjrNn06xq+8FbMIk4frMP+FO8I6a8Tb63sAqUI/2uC9w6Knk7y4I38XHp6RgjkrnR2PPvTUUYfBegy42kF///nXdYgbEYdFs3JM0jpMaXRRvl4v0r/n5qv3VL4f6QtvDBXp9T0F0uc/CW/Dw5hB2D3agKmqrKupqanXCUsafejrpet+IYI0+tDXnhlyGB8pTuex3htWPo6W+T9Dum8xrvxxyANa85jhn7yEd6auw8bkn4EOqZuXnsJa2ILFV/5YLCqf//fPourJuX3OZpo0VMDzSaguFPXf/3MBnv3vGRg7qhP3Xv1hrwvolL/54gFMYziZx/LcsBI3Pz4ez1UsxECnV//X7+1zveMSXLjr6pGYc0k8AkcMfHGwB8FOYMNfu/BRS+gzJlrM3/4wwhuvEy33hpU34/Hxz6Fi4UAltBCJEhxK2lFYDln0cK7LQz//BIcPdeO73rFYcONEJCTEi59siIuLQ0dHF8aMGTVkuJ3qhFPKrsDTtzyB++fcN6Cq/ubN/8ADrxSiKf+DAZU7lsx9TlREWkT/OiN8wTxSXCTBpt/7M9kzmP8cmujAU59XOsL6V5Pm47mlVDAdz/WPSJ9cdIbvfmM3rrroC9C01YhIe5l1xuN0b91Yii3Jd2AhLUK3NaCytBSTFlYN2HmQuPRVXev3sA4HDZS+dlT89VWd8QnR5rZbsbF0C5LvWAgpYiVKSydhYdVgOI+hpN1XjQc7/VSqC3DTd8/G/tZ2/N11iRg5MrRwTtNc5ET4OjYE3mz24ZwxEwZEhMoc76tPB9LfBfNI+Y53ZQaL38i48N73YNEeKJ1Jc+dj/OOLMWvV2zhwfhr+/t7n8HSMPfu82W1Y9fZ4tA3wc+5nj+nB3VdGm7eehLnzx+PxxbOw6u0DOD/t73Hvc08jRhEd8AwlbQerIX88leoCXD/nHATbO+UBVzp0TT9CR0sjhoHRo/s0K0OO9nBmQJ9k/8NHVeJvoPWgssfz6nMK63gKw7wYAUaAEWAEhg8Cx30RffhAw5IyAowAI8AI9IYAO5De0OE0RoARYAQYgagIsAOJCg0nMAKMACPACPSGADuQ3tDhNEaAEWAEGIGoCLADiQoNJzACjAAjwAj0hkD8u+++11s6pzECjAAjwAgwAhERcBm0cZsvRoARYAQYAUZggAjwFNYAAePsjAAjwAgwAhIBdiCsCYwAI8AIMAIxIcAOJCbYuBAjwAgwAowAOxDWAUaAEWAEGIGYEGAHEhNsXIgRYAQYAUaAHQjrACPACDACjEBMCLADiQk2LsQIMAKMACPADoR1gBFgBBgBRiAmBNiBxAQbF2IEGAFGgBFgB8I6wAgwAowAIxATAuxAYoKNCzECjAAjwAiwA2EdYAQYAUaAEYgJAXYgMcHGhRgBRoARYATYgbAOMAKMACPACMSEADuQmGDjQowAI8AIMALsQFgHGAFGgBFgBGJCgB1ITLBxIUaAEWAEGAF2IKwDjAAjwAgwAjEhwA4kJti4ECPACDACjAA7ENYBRoARYAQYgZgQYAcSE2xciBFgBBgBRoAdCOsAI8AIMAKMQEwIsAOJCTYuxAgwAowAI8AOhHWAEWAEGAFGICYE2IHEBBsXYgQYAUaAEWAHwjrACDACjAAjEBMC7EBigo0LMQKMACPACLADYR1gBBgBRoARiAkBdiAxwcaFGAFGgBFgBNiBsA4wAowAI8AIxIQAO5CYYONCjAAjwAgwAuxAWAcYAUaAEWAEYkKAHUhMsHEhRoARYAQYAXYgrAOMACPACDACMSHADiQm2LgQI8AIMAKMADsQ1gFGgBFgBBiBmBBgBxITbFyIEWAEGAFGgB0I6wAjwAgwAoxATAiwA4kJNi7ECDACjAAjwA6EdYARYAQYAUYgJgTYgcQEGxdiBBgBRoARYAfCOsAIMAKMACMQEwLsQGKCjQsxAowAI8AIsANhHWAEGAFGgBGICQF2IDHBxoUYAUaAEWAE2IGwDjACjAAjwAjEhAA7kJhg40KMACPACDAC7EBYBxgBRoARYARiQoAdSEywcSFGgBFgBBgBdiCsA4wAI8AIMAIxIcAOJCbYuBAjwAgwAowAOxDWAUaAEWAEGIGYEGAHEhNsXIgRYAQYAUaAHQjrACPACDACjEBMCLADiQk2LsQIMAKMACPADoR1gBFgBBgBRiAmBNiBxAQbF2IEGAFGgBFgB8I6wAgwAowAIxATAuxAYoKNCzECjAAjwAiwA2EdYAQYAUaAEYgJAXYgMcHGhRgBRoARYATYgbAOMAKMACPACMSEADuQmGDjQowAI8AIMALsQFgHGAFGgBFgBGJCgB1ITLBxIUaAEWAEGAF2IKwDjAAjwAgwAjEhwA4kJti4ECPACDACjAA7ENYBRoARYAQYgZgQYAcSE2xciBFgBBgBRoAdCOsAI8AIMAKMQEwIsAOJCTYuxAgwAowAI8AOhHWAEWAEGAFGICYE2IHEBBsXYgQYAUaAEWAHwjrACDACjAAjEBMC7EBigo0LMQKMACPACLADYR1gBBgBRoARiAkBdiAxwcaFGAFGgBFgBNiBsA4wAowAI8AIxIQAO5CYYONCjAAjwAgwAuxAWAcYAUaAEWAEYkKAHUhMsHEhRoARYAQYAXYgAOpL0uByuWx/WeXNJ712+IqtMmejwm8Xua90e+6BPfkrsm14FfsGVp5yDwaNgXNVJfwVyHa0uVMHxLM7FZmZ2cgvqYDPgW/MvI9HQV+xrX1csTTQ8ZBT8AigsboYxdXDCeDjBs5JzYgdSLAWFcXbwhppQ0k16sNiOeK0Q2DfDmzZshbPPrQIV032Ir/m5O9YDJ82CqC5pgTZnrNx6a2PwBccPpKzpBKB096BBH01KN8XQR22laOWPUgEYE7nqLfx7E05KGZLNzhK4CtDyk0PYe1ng0OOqRx/BE5zBxJATfkTiOQ/gG0orqjFydwp8hYZMAz9V40c9/FXoNOP49t4ZFkFeBxy+rU81zgcgdPbgQRqUf2CBZQHV2BFRuh5X3kND6tDcJzaoeVbLc5YO+V2HGzajBULptjrvqEG9Txdb8eEn05LBE5rB9JcXYaQ/0hCYXY+svPmhRRh3xMorwmEnq2h+hKkWRZhoy+6B1CdZ1nsdheh1jms8ftQUZyHzMxUuC00Pd5M5BWUozaKsRqURfJAM2rK8pGd6YXHwtudmons/BJUN0apvxULM+xHbVk+slLdcgHX40V2fllU+c1ifQb88FUUI8+CD8mXVzzUC9sJSPRkoqC6AoU2GRvRbGkT+2aAYvgQQH1ZHrwe2e4ebx6KIzRioLEGZfnZyNR4uVzweAewYK/0RvNxebzIK65Gf5rMLrMLEdfY+70QT2sZZcjPzkSqW+u6G6li80E16p0qpDcwXPWIDdW1iyabC/92eaj9Sxz0XaD6ZmbmoaC8Bs1OHppyv+ugC/B9QAgYp+3VZKzKgAGov6RCY3O7YRhNq4x5Oo7uC9YYeyNiVGesmGEpn7HKaIqUb+8aY4GFXlLhZoPY6Ktp/RJjtiXdlMcWN9tYsj6c+tblFv5YYKxxCNpXenvdCmNekpVGpHCSMW9FnU1mkn3vmgUh7ACjcM16Y8nsSOUpboqRWxUuv5PG8q0aFcu9aY2ROyUaXUV71fYw+SwUIgcd7YKIzFXR9s3Gg7b2mGGsqAuRtdej0Fi1ap4NGyDJKBTKpeltN1blTnHkcdZxirGgtM44GGJjCx3cXGhkRGu7pHnGihVL7PQd9bPLDMORLHltXd4rDZGpab3xYEaSPZ8NK6qXQ3+d2Iflt8jT1JteWTBLut1Ytd36Zim4+lMHG7L8MBAEaNh+el51K4wZFsVNMt+gg0ZVrkUxMc9YFW77BGZNNkNhNyoa1F7z9ONFMh1K0hJjvcOa9OUgek1v32ostzpACxYmTzNutlG6XddI3p0GKLyMFUMKzzAKt9pfcCcNswk0q71Vxu3RjKQpG9FOMm5fE6WRNC3n3Yl9GHMq0G7s3b7eWLHAaeztbeGshxOLKQvWhDoXhHtUR+vEDMbs5VvDnWPdin50Ohy0HPVzyuxIlmj1ZXwHVJfZIafrjPqk2wAAIABJREFUxN7WllJuKc9eY80CRz0i5DXxnr3CsPj1/tXBqRf8PCAETlsHsnW5tddkN/4Hq3JtPaoZ1u6mFV7HaCU8X5Oxap7lBZhhV/C6FTMsfJKM21eFepztBzeHGRrnS96rgzAMo7d0Zx1nF6439mr73r7dWHO7FR8YCxzDG6cBopd49pI1Rp12cgfrjDVLZlvqBwOOF9xJw16/g8b6JVYZphi5hI+SsX3veqPQ2vON4GCtTRUW7ocRMw2T02jlVtlGBs56CIe2arstj+TfbtQtt2OSlFFoVG3XoLUbezevMBbYRlxJxhJbz8HZwYGRNG+5sVk3XnuTsb7QzkPUww5u2AjSkSzF7dWBtBtbl1v119H+keRw4GY46Dt1jGYDMizYixGZ1lFy7wfrjFW3X2LMzn3QWFW11diulcPa2A4evY40reU43C8ETk8H0r7ZKLT2bB2G3Ti43lhiUVw4001oHS+zM5/DwcxzDmXaDxpNdVXGqgdzjdkLwqfAnIbJbkh6dxAkYm8ORPauNxtrViwx5s1W03dmvURhm/F3OkenbJgXLr9hOBwo7I7aScNmxBwG3slfiOrIE2aArPVxhh1lozoLqx5QOOl2wznYcdYDGaWGY8AmuR+sMnKt9GYUGo5BmczXZJ/2tOkfjcr6pBGh524DN3wK0pEs5ejN+Dqn9SK1P71nszOM3AdXGVVbt4c6KLotHPTD2s+R7tR/TYbvJw6B03IRPeirxhOWvbsz8jKRZl05SsxEzoOWiG3FqAhb+ab0RGTlWTI6zo4015Zjg0lmAfKyPOaTCCQkwpOWjbyScviq82CmBv1orK1ASbn9eLc/4Fx9t5Mb2FMCaCE6p6AMNb5iZCao0sEAmuurUVZWbSO3Ldg77wV5mSH5zZIeZOUtMJ9oa3Rto2X12ZLiDAbqa7HWEpnjtbWQTHF7kWMhv7a2HtHWUi2kYg9OWYDSmnLkmA0VmVRSlhepEZICvhrLpg1gQVEBvBp3a35PNgosaoVt1ajX+4abG/EHS96MgvwINNzIthGwFBisYKMPFRZaGTkR2j8hE8W+WpSX5CHbmwp3pLpaaIQFPR5YmhfP3nQ23KlZyC8qR7WvEf7eVTKMHEcMPgKnoQOhsx9PWZCcgbxMp3FKgDe7EElmrn14otoX8UxIgjcbhWbGbSiu0Ua/HtUlW0wKyM1DVrRzGoFG1FaUoSAvU+7cGTMZl167CE9ssHi5EKXBDQX9qK8uR5HeDTTmbKSk34qlL7w9ID5eT2Sr6vZ4bXR81u1LthT7Q8DfaIt45Cq9u8d6T8Eiq5fxNQ76+YwpszOQsWAJVqzZir3N1chP69sKej2RG5occ+iaIXZfhZ6toQSkeq2mcwvqm6W19Ddr/ZL506LwSvCkwbIj3Up8UML+Rp/t/FQ0OY6JmTsbRctn20js27EBzz5xD2696lJMHuOSDmW4fWbGVqPh/XD6ORB/DcpDe3dBveKH0q1GSYbHXOs4YPhUOSLu6E3IRE7RDFML9pVUy2269bUot3whZUlOJhLNXDrQjJqCTLjPvhTXLlqKp17Ygrc/S8IlGbl4cFUV1q+wGhFdZrDuQdSXZcMzZjLSb70HTzy7Flt27MOU2QuwZMUabF61ZLAY2ejsi+iGbVnEg99vcb7hyZFjtgX7ST1C8YjnQAw0+2pRW12GghwvIruFcFoJUXxM0GZyPXD3lyCAZn/ksZU7GrOEhAj6Fi7rYMVEleOYGCTAW1SDzcvnwXESx6QqHIr4zIwHeeWNsbe/SZEDA0HgtHMgzTXltqmR/oP1Asqq9TyCvVRaZh5MF7KvHL56oL62HKb/SCpETqbTfQRRX5yDm57aoszKbBRWbcdBg6avylGSl400h4FxJ0axTHZx+vXkr85D1tK1kF+RSMLtpVuxt50MZjXKCnKQmWofUcyIZqgUt8jmLVyUjH5azYQEE9FwIid5TFqUOtrr1Ax//2bzRG09bqf+SBCaA1GQDwaHdjrP0QZR5XDkG/hjIjKLatDcvhd1VavwYG4GLjFH/FZqn+GFe3JQxp8fsoIy5OHTzIHQtFJoVWKg6G6oqI08RZKWjQLz/OE+lNTSmobpPpBUkB1aY9BMA7Uoe8QyTVRYguLsVFuv0TnF60mMbEQ0yf7f61Gx7A+h/vCCEhTnex1z1HbD5IliFDVPX2Nk5xoI2ONToxhCTUff3R77KsLyrfp0eG/3ItgnzDS1k+PuSbVK19t6UBCNPuvcXAbSPLLzEDYlGAX3YHM9BjKGizS1GAxG93DuVK9liheI1v6DhnyCG2nZeSgpr0Wj30D73u3YSg7F9pUAmkJmDzJomPeD0OnlQBzTSliwBnvNb0lFMkxbsdza29lQguqI+ulBZo7pQbDvkXuw1Hx7Z6Aoy2o4VKs01uPZXhuoGb4KqxHpNfPAEv2NqA35twhlg/BV10SIjx61paQswmdf6JS7tZYZ8Kb2zwm607IQQhSooGHdML8S0zJti8Jri0siYEbzVdUosS7TzctDph4QpqbBOrm4rbwiAo1mVNsIRADOMaIMhG2SIB2wLpM7aKR6kWOJ2hbxsz9B1BSkIjOvAOXVPjQO4qp3gjsVXnIoJcU2TPs7RWoRnYPHgsCJ2wB2vDm3G5sLrecKws82RJLIflYDRujAoSO3c4um3moZ7YS6Y487MM9YsVWdB4h0hgIwbq+yHzXvfZtuL9t4nVswMcNYUtUkD6y17zU2L59nJGn51T1puf2IVtjWVTjPI+wNP4/gONXvpGHfSurYIk2n2Uu3hraCth806lbdblwyO9d4sHSNsb5Oye9olqiPzm28duZRi0VK6L0e1hLhOtifcyAPWk+xGxFoWM+BRNGdsPMPdcvtbUwnufUhnig6YKcRfg5kSu4qo06fxRDtk2tMselRrlGlj7wQLI5tukkPrpdnZ9r3yvM+Ypv7erHVfMHsS4zbS7caTZZzIEaEsyZ9bQW218HaNhyOBYHT5xyI8+xHhE9/RATQcWId+pMnYZnbjc0PWg4Nqhcn7OyHWa7OWDGAE8l0TsH5csTsQAznIb1wucPORTgMrN1oJhlJ1nM1NqOhaVtOIisM7DQsn6/QGDWt6edJdOKRFOZgNZmI9xPiQOj02yCcRO/3CX2NPYxww+n4FE/ENrOUp3SHDgy4Ls4Duc4zLRYZqLNk/4qDQxZLXlNXZy836qwOhhre4aTC6hBROTiyvwicNlNYgZpy29mPXrfVWod0aZnIs67n7nsCFbX29QGZ3bn1l2IjnP0waachv2Q5MqxTZGYaBWZjSdVmrLJsxFrrG6xdJonIKipDbrStLUjCvBVbUWX9gmBNb1tk81BWUQj7hktLZZIyULi5BgXO3dKWLBGDnhyU16zAvKgY6VJTkLuqFuXZjl0HOvlkuid4UVRTh1Lb3H0kAadgQWkdaou8CNs64c5Gee0q3B4VlyTcvmaN4wOQTh5pyC9bHr3NMAW5VX3QEHXZjMLoSqyYJiGjcDNqnArgzkTeksiVCAaD8ORVYHNhhm2txVkL83n2EqyvKEI/dlmbRTgwCAj019MM73zO6RAYubaxdO+1a1qVYTuVDecnGczijl5d1HxmAcPYu9koXbLAmK0/XzFltji5u1nNVtmn0OxTALGPQBT/g9uNquW5RsYlamov6RJj3pIV5qc1Dq63fpCvt1Pkyw3xHcS9m8WpepPelNnGggdXGVvtM29m5fscgeicNKWy6kEjN2O2ZUpkijE7Y4GxZMWaqPR18Yj3EzUCsQhzcPt6idfs0Le2psweQJ2c7Ud4m+231Vhu7aU7Rw9aDqF/84xL1Agy6RJ5cnx9E8019ZOGcdBoWl9qLFmQYdKhEeElGVZamqHzvtfYvMKig5hizF6wxFihXwAatO3daqwppfa30oeBKbONDMpbFfoEkJM6j0DCEBnUCBdRGwQ/xCQYAUaAEWAETjMETpsprNOsXbm6jAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYcYmbACDACjMCpiQA7kFOzXblWjAAjwAgMOQLsQIYc4lOcQSfgbzvF68jVG1wEWGcGF88TSO20ciAVrwOuGvtf6iag7NPYW8BfD7heB/wxkiiuAYqPgX+MbI+pmFXm6jeA8gMhcta0UOzpFTpWnTieaJ0IWZ06czzry7wGF4H4wSV38lNbfjFQdJGSsxsI7AHyG4AALPEnfzVOqIRFWSH2wVCQQ4xAvxBgnekXTMMi02k1AglrkTgg8UKg/GKgYidQ3w3UvwOkvWPP2fwB4P4LIBQ/AJS8DrhrAM8moOaoPa/ziXrkZduBvI1y5JP1F6Cx3ZlLPgf3AAWbJG0aKdHoqGIPgG6A6JR8bi9XswUo36fi2oGKvwAeNcLK2Qo0d4byU/mKD2W6+w1Vl1AyiFb+x6EIqrNri3SsIpZk2Cgx0qMMGtEtOgo88gmQXW8peyBU39TXgfoo9aUSjfVAlpLZrK8ipfloys7ecqQ6RYqDE5t3gEC3piqxtY4CI/Ep+xDIUW0YVqcB6kRvdR4WsvZDH6PVMaLOONsngu7SO0TvhngvtgDNAaDM+h62htqTQ8cPgdPbgSicE6YAWT1A/X4gbSLgD0hDqZuh9ksgZwKQ0A2UvAP4JgDNNwKN3wRqvtS5ot+X7gbyvIBxPVAAIJMMmDN7G1DwIeC+CPBnybzLRgCLdgD+OCBrAlBMzkRfbUB1J5CZJB1MxVagegxQf6Msm9cDeH12R1HcJtObZwIJmo66p50FPPtlKL8vACS1A43a0H4GlJ0JpMWFCuZcB6wZBdCorjotFF99GCj6jqoDgLwPQ2m20B4gzw8UUN4soDYJKPgYsPgiW/ZID5Hq5Iyr3gqUjADqrweMa4Hsw0DWO6G6RqLrjFvWCiyLVKeB6kQfdR4Wsvalj73UMUxnuoH+6O6yvUDBNYCRAWR3SN1O/CbgvxEoHwPc1Diw9nS2Lz/HhgA7EMItDkgbBfippzwFKOgBarWx3gdUdAHZNO21Gyimqa40ICEOSJgMFJ/bN/CFU4DM8QBGAlmXA1ntgM+58DweKMuyTKONBDInhGinuQH3IaC2Q8YFdgPNEwAPPe4BinuA4iuARDLwxGcmkPM1UGvhkzVZpieMCdHVIXcSkEEOgyI6AF8XUDAW8Ckc6g8A+eSs+nHleYDUcVIOqsO2w1HWiDqAt0cACUoL3ZcD/rmAxRf1yS1SnWxxnwPLjipsRgIYDeRcCiQQlhZs+mIUtU4D1Yne6jyMZO1VH3uroxPofuou4e8ZDWAMkH0mgLOAHNLHOCBzMoDOCJ0yJy9+HnQE2IE4ISWFPAsoV6vizXuADWMB72g5MtkXD7gtZdwRjLElWQTTJllixgOpAMggh12dQGMzUP4OULAFyLauzF8IFMQD1WrBvZ5GRfTiAPB/CWzrAlKsGwQ2A09R2tchLomhYHhoMpBNcu2VDqliLJBzJkCjL7pqA4D3/PBikWJ65WMtMAWoGg1c+yZA00LlHwN+5SCt2XoLR+JljQt8BWwbBaSS8dHXZICWcQJdOqLvu5WmNTeNVgekE73UeTjJil70kTph/W3XWHXX24/3ztpOHB4aBNiBEK609nEU0M7AmxSaxiID+uDE8Ckf3RwJVsOkI/tzdyLfARRvBrI/BYKjgJyLgXLH6IZ680/tBwIdQHWH6nlpXqOAvTT15fjLU05GZ+vt7j0TqN4n55ezEwFPEhA4BAT2yukxcqKDesUB2RlA+7eB4kSgZg8weTNQM4CRwaDKM0jEetWJk6zOxyJrVH0caB0HQXcHqemYzAARcJqxARY/NbIHPwHKRwBebWz1NNaHQLmevgLgTgSSugC/XheANLZ9oUALfubVJqeJ0izTU5QW/BR4JB6ouQ7IT5OyONcpPNOA3HagZjtQr6evSK7xQNJRoHGAvXdTJhVISwTWfiVHG5nkvM6V023Ve+XakFMeZ/lYnxMmAdlXABXXA6XxQMVnkSkFeyLH9xabeCYww4nNXqAGQGKUPYgD4ROrTkSq83CSlTCPpo+6PSLVUafp+2DprqbH9+OLwOntQGgb7+dA3mdAwTQ5tSTgV9NYxX5gyxggTfe8LwCKRwDF29Qunn1A0f6+G6ykGWg8LOdpaz4EGs9SayKWotQTFE5A9b4DzUA+0e6xLA6OB7LHAAV+wDaymAIUxwNF7wF+2nnVDfi3A17aNTUAp5JwPrDka6CoC0ilaTdaGxoj6yjWgCzyWoPNxMPiVK1pvYWDOwD3RstaxAGgtgsQzosM1Cg5IgoQ7S+BskjTfr0xoLQLgWWjgKIPgABh0wFUbAeCljY4Jj4D1Ile6zycZCVso+hjr3VU7WXqzCDpbl9qwOlDg8Bp50Boy6l5mPBVIGsnkH25ZfFa4axHCEsmAub8d5zcTZUZAFJfBTwfyt1RfTVN9jhg2VuA6zU50qm4MsKU2EVAzUSggPLVADm0OHsxMLsLEC+bYpJ1rpxzFwuHmrGSK592Xr0GuF4FsvcDJVdanJ/O29t9PJA5Ctg3JuRMaXcWPZtO1FE+cxJQ8xngcmx9dmSL+JhwiaxzsaqzexvgvRjIU4v1OZcD3q+Bs18FUuuBnAsikukzMvsquTEijbChKbJxQI2lDY6JzwB1oq86DydZCfhI+thXHW06M1i626cWcIahQMBlGIYxFISZpkSAziXAenjxWIH5FPAeAHxXHishLs8IDAICrI+DAOLwJXHaOBDq1fPFCDACpzYCtImEr+OHwGnjQI4fpHZOgzYCoW277wD+s4CaqyJMgdnZ8hMjMLQIsD4OLb7DhDo7kGHSUCwmI8AIMAInGwKn3SL6ydYALA8jwAgwAsMVAXYgw7XlWG5GgBFgBE4wAuxATnADMHtGgBFgBIYrAuxAhmvLsdyMACPACJxgBNiBnOAGYPaMACPACAxXBNiBDNeWY7kZAUaAETjBCLADOcENwOwZAUaAERiuCLADGa4tx3IzAowAI3CCEWAHcoIbgNkzAowAIzBcEWAHMlxbjuVmBBgBRuAEI8AO5AQ3ALNnBBgBRmC4IsAOZLi2HMvNCDACjMAJRoAdyAluAGbPCDACjMBwRYAdyHBtOZabEWAEGIETjAA7kBPcAMyeEWAEGIHhigA7kOHaciw3I8AIMAInGIH4E8z/uLKveB1YdDQyy61ZgDdyki3W+guD1rAtEwDi1ewBii5ypHwKuD4BNL9IMl0SDxRcBOQ7y1pIRStXdDGQd6HM2Jt8FlLDMuivByZ/Cey9DnBHqEE0fExcO4CizQBSgOJLIhAAUL4J8E0GMveF601/2igy1VDsqdw+oVpy6FRG4LRyINSQyy+OYNRPcAvbZOoGAnuA/AYggN5ldZbzNwJZDYA7Ecgaf4IrdRKwd+LjxDX/XCDFDxRdAiQ65A1+CpT0AOWpQOM+h94MoI0cZPmRETilEOApLEdzUq+w+NNQJPV0Xa8D/lDU0IbigMQLgfKLgYqdQH13P9nFAe5vAjkAAl3hZfqqF6VXfAh4agD3G0AQQHAPULAJcNcArhogdRNQsQdAN0D5Sz6386nZApTvs8fpp6i0VAaiV/YhkLNR8XodqG/XpalSQMnrUhbPJqAmykjSUsIejICrZxqwpB2ojiBzzW7Acy6QFmcnI54i0IqQS2BUth3IU3XK+gvQaK2TpVBUfPqDdTtQ8RfZdtROOVuB5s4Q8UhtG0rlECMQOwLsQGLHbkhLJkwBsnqA+v39ZNMN+D8GfGcB2RP6WcaRrbgNqL8RaJ4JJLQBBR8C7osAfxZgXA8sGwEs2gH444CsCUAxORN9tQHVnUBmko6w3HujZcm2rBVY9h3FC0DehyqxGyh5B/BNAJpvBBq/CdR8aSk4gKAN1/FA/gSg5DMHgX1AWTtQcKkj3vFoo+VI049LdwN5XlmnAgCZ78iRpU4X997w6QvrbqBiK1A9RrYdtVNeD+D1yU6A5mNrWx3Jd0bgGBE47RzII5/IHi711PRfRYzGqC/sI/Gi9Y9+XXFA2ijAH6XHSjRs9F8FJu+Wow9/f0ctDkGyJgOJcUDCGADjgbIsyxTaSCDT4pjS3ID7EFDbIYkEdgPNEwCPg6Z47IOWLpLnAVLHAVC8th1WI7/dQDFN56UBCSTfZKD4XF1qgHcHrmmpQNqXQK0F53pyKOcCmaP7oO2gFSl34RQgk6YTRwJZlwNZ7YCvzZGzD3x6xXoP/v/2zi+2qStd9D+SEBKlhExUiCMEuKhi0laoHgZRM0dVM3C59TzVb+M+XE3OUzNP1+dp0re81fN0Mk8nfZoc3Ydxn67nzYcyNIgL8UX94wgVUlQxBhTFAZRrUlAcQpKrL3vveHt7294OTmrib0vBe6+1vm996/ct72/9syC2BrFThu826jkNkWcwaaunyLeO6vVRCWyVgO6BbJWcB7miNXirvLmJbj2+zKdTf+6+sXcy/mP5jeFK9Tn3AViBmVlIPTSWk1Lykm03NRyF6B1I3IXBtyC9AJE3K2ivpMsUK6nfTM/mYL6teLPcJ0FONole9uqGof0Quw2Dp4BlkAHF8G9eVrEhHzho09MNA0D6scseVSU+FVhnF2D6BbyRtNVj3gaeGQMBeSzHtlRKU5SAdwJNNwPxjuZnLrkK6eew8aL0aIrsnUT3w0Q9ZlTLEPsKwnch3w6REzDhGPXLjOQvDyG3DIllGOwvY6gHXWUkyyZ3VJsdlJN04Tooge+xsd+UvQ3JXgh7OYTgoqtctUXpzm+dBz4VWbfDnCwzOv6GyvmjyBh9UAJbJ9B0M5BaUeXXapWoT/n8HZhogcktvAQGPLxcq7VLTiF92gb/PFdYlsrMFbdNNqH/cB2StyFdbvlKNuM96CrWXPwkp8r6HoIszfnMTe3MFmcfrlz7ILrPOLTgewjRd4vrL/fkqstReMNOa+lvEWaAiPVslvXCpxxrXzf0ZWFmGXwe/O4wTx+VwEsRcI6FXkrZbhD2txuncnKyj7AA4493uFVyRPQ+DN2D6JvGkodXC0Ru7CcYdtmIqLVdMsLvew4z5jp6LgPDsqG/Ztuc7YZwJ0SzUGm060lXpUYegVgLxKZhwy/zMOL1cIGltwrX0BuQvAfxLoi4HQSw9MhnFV32omMZmHkKshyYvAkzB8w9EVshT3zKsT4GsTYY+RqycvJKDlPchuBFSJv7U7aq9FYJ1JWAzkAcOCMnITUNv/gSftkO8SPwZ8fI2yHy0o+yGS5/1vVeO0RPQuSwleL+6ZSTH7eNDJSOcEW65nYdN046Ra7DD8CHXRA7Abk7kFkGvznaDR2C+dkKy1dSuUdd7q0EWo2TTPkbMPAldLTBaC98IS/mCpeTT0WuR2HkR8gegQ4XnTXpssmHX4PR6/DFGvz+AMTPuOj3yMeVtcmG7yD4D5D9//c6YewMBHRGYvOE3m4HgT3r6+vr26FYdTYJgbsQfAypM03S3hqaKb+/oJ4/XFXWNdDXojtBoGkCiBzZ1UsJKAFjs105KIF6EGiaAFIPWKrDRkCO7d6A7AFInnVZlrEVbdbbus1AlHWzdqGGb7cGkIZ3kRqoBJSAEmhMAnoKqzH9olYpASWgBBqegAaQhneRGqgElIASaEwCGkAa0y9qlRJQAkqg4QloAGl4F6mBSkAJKIHGJKABpDH9olYpASWgBBqegAaQhneRGqgElIASaEwCGkAa0y9qlRJQAkqg4QloAGl4F6mBSkAJKIHGJKABpDH9olYpASWgBBqegAaQhneRGqgElIASaEwCGkAa0y9qlRJQAkqg4QloAGl4F6mBSkAJKIHGJKABpDH9olYpASWgBBqegAaQhneRGqgElIASaEwCGkAa0y9qlRJQAkqg4QloAGl4F+1SA1cgu7hL2/aqNUt98ap5rGHsbaoAMnYRYmnIrZbyzz+CiWswdLM0z2tKNg17LkPWFJD/kS5216t0beW2U3dtlngvbbc5cRUmHhdk7XmF1PJ38ctl2N4F+e+LU5boKqS+htBFI13yhqZg5qlVAESXpNv/Bi7BxP1CmZK7HIxdBp8pN3TDvV9tyj2C6KVC+dBVSOU2c0tuauVRoqCGBKcvahDVok1OoK2Z2p9fg0l5ad2DkePFLZ+8BWPL4O8qTn+Zp5HQy0jvPlk7j/wONS99A6JrEH8f/J3AMqSmYfA6JM9DoNUw5LMTtj6xCtkZCN0CXw+Euh3GrsLYDUgdgsxJ6FiC8RsQmYbkKUdZ83FiGrK9MHMSeoDEdQjfhuxZ9/J2Vu4l6pe6U76on8WqqVEINNUMRKAPvg7pOSj60ixCHBhyhtMliF8DvznKjExBZsXmOtso1H8Jks9teYB9FJmfLR6Bygg3Pltc3v4ksuO3YcgcOYeuwcySvUThvqzuVcOGMcdIOnkFJuZN+SptFDviNw0GvqsOboDoGv6+YEvmW9hzBTYH12LDRUibtsiMTEb8Hz+HT+9AOG2TfVxo78BlSJdpb0Gi+l3yCYT7zeAhxfdB8NdGUEk+KCPfCr53IALkXriUeQBCL2hZAAAgAElEQVQxYCQAHRKAXoOhfvivXGH2WSS1AMkXEH0XevYCeyH8BvieQaaoYOHB3nc2+sJNiJh9wcmmWl+x65Ia7DPlcr4oWKJ3SqA8gaYLIHRDWEahywUouXvQcwh8hSRYhfgUJDohfQHWz8PQGgRT5kvUGoX2QuYCzLwDyQW7Atv9IkRvgu84ZEOGrtEW+PiHMi8cU/SPD2AoaJSPSvCTZRKb2o3bSrpbIdQLMXugWoTECgz2Ub2NZl2xRYNB5jR0OOoPHIDPFwqBRZZl+pZgxlomvAfj+wsjfRGPnIO/tYOM+hOBgsLEUxj5jclHAvpLLCdaWv3tkJiF1CMrBWgFGeGP+G1p9luZgXwPqQMQ7rVnmPd+yP53sJnuHmgs0UWYbDGDjZX2GvhfwIzHfaDRRzBagY2nvmLVbfss5wtbEb1VAmUJNF8AAUIHIWHbm0g+grBjSYtZiK1B7BT0yChzL4ROQ+QZTMqX3jEK7eiH2KEynLthXF5YVh17YdDtxeQQ/9MxGJTlE6n7JISWIOV84VTRHfCB7wlMmgEz9wAyvbDx7qzWRtOeUL/BoEOWgByXrw8+kIAh6RKYZaTdBSkzaKUfw7AEKw/XkB8GXjPaK3ymn1YOsB5UEjkFkRU4+42xxxGWvZfbkLPPJDFmQ5t7IF9C/wNj9pG1AmGlylYhOQ//s98xCLFk1mC+zZHXC8FyMxxLzvZZjY2nvmLTp7dKoB4EmjKA9ByD3GNz1DwPcVnW2FeMM7sA0y/gDfvm6lfwF1kCeAbZXOlLwefygt3UugIzGZiQNfkrELZ22jcLlN4EDtrSumEAkBdyyVVJ91GIthUCZnoBIv2GhmpttOqRNfuyVz+Exa45kKAb74LIfpg0Z2OTOQgeLitdlFGxnqKSNTz0QPQcrH8A3x2DUAvE7sEvvoKUbYlMZkPrMjs0//7f28YS0/iP1etK3YDxLoi9Vb3sVktUY+O5r2zVAJVTAi4EmjKAbCxjyYb6ImRmYeD10qWZDVbtMGd7qVgvF1nvdrs6HEFos8wyxL6C8F3It0PkBEyUm61sCpW5cXrMg24Zzf/lIeSWIbEMg3b7a2yjm1XB/ZCYh0wOwj3g74PcE8jNGUuAzuDspmMraSXLeZWUdELgLRj+F5g5D//RAiO3ywv0SODdDxPlliVN0ZlvISL7SGfK9CEp1wJ9LxyzqQXjpJhzSbC8RVvIcfaVLahQESVQiUDTdjHZTE88MEbKIZe1cF839D2HGdteiR2knM7ZeCnYljjkBep25e/Cp22QPAfDAQj2V3jZ2BQU6Vs0lokCjqUvL7r9b8IfliB5G9LW8hVQrY02UyreBnrg7z+BzDYGJTAeMpbbEnMQKBecK2qsnunf534MNvcMaDeX6DLGsdmUzUcbmvdCoKvMBrmj6oFyg4IlmLgCQ7Kk+QH4zdNcDnHjsRfCa0YA38xfhlwL+B3+3Myv8cZLX7FUymlEvZRAPQg0bQDpOWIsuUx0waDbS+IYxNpg5GvIynq5bKzehqCcKJKgcgRishwybZ7/n4eRh+4ukZnJRjAy9y9yGRiWsmuFzWc3ybGM+XuFFUjehJkD5p6IrbAn3XJwoBOiWeO00KZ4tTZuFqx803EYPnkGIy9gQJbdWiHQafAo2VuyqcoIR+fL3ZZf6TZwGPIPjd9q5E0d+XmIzcEnfeZ+wxEYa4fodUhbwX0Vcvdh7AmMvlm+ho0yP8Gwy+CCJYhdhfF2SP6mSvCQKrphsB3Gvzf7ivjzR5iRwwXlTagpp1Jf2ThIMG/WvQDjLsugL+OLmgzVwruKgPPg6q5qXMXGyEt1H6TLbfC2Gieg+A6C/9j46QjvdcLYGQiYAUdOSOVvwMCX0NEGo73whe0Hapv1HzdOaEWuww/Ah7JefgJyd0C+uDKadrvCr8HodfhiDX5/oMwyiUfdoUMwP+tYvvLQRje7StLMF+Tne419GsmX01lyUthi5ZQZPAgj92BPDtbL/BbCKWN/7vBDUo7S3oGRW0Zdv2yB4TchZh1WaIXI++CbhtEb8Hdz5C1+jJ0pPsggR4rlz7p+KYOHAYi4zBCyP8KnousJ/OJLS8L4nAoZm+NyPDbeWzhlFn4TkjOF8mJDsl7RA6jUVyInjd++iK2/bIf4Efiz7FmZ18v6wtKjn81HYM/6+vp68zW78VssZ/ex/7jtZU2+C8HHkDrzsopUvtEI1L2vNFoD1Z6GJdA0AUSOaOqlBJRAZQJyUEQvJeCVQNMEEK9AGqVc3UaVcmz3BmQPQPKst837RmGgdngjULe+4q06LaUENgloANlEoTdKQAkoASVQC4GmPYVVCyQtqwSUgBJQAqUENICUMtEUJaAElIAS8EBAA4gHSFpECSgBJaAESgloAClloilKQAkoASXggYAGEA+QtIgSUAJKQAmUEtAAUspEU5SAElACSsADAQ0gHiBpESWgBJSAEigloAGklImmKAEloASUgAcCGkA8QNIiSkAJKAElUEpAA0gpE01RAkpACSgBDwQ0gHiApEWUgBJQAkqglIAGkFImmqIElIASUAIeCGgA8QBJiygBJaAElEApAQ0gpUw0RQkoASWgBDwQ0ADiAZIWUQJKQAkogVICGkBKmWiKElACSkAJeCDQ5qHMrikSvwwfP3dvzlQIgu5ZRan2//3Nfl9UCJC6Mn4YOe7IuQt77oBVn5tNv2yD6HEYdso6VPEUEjch9gT+L9DXApFDMHoSelqdhfVZCSgBJVBfAk0VQATdZydcXur1ZVqztiKbViE3C8O3IEcFWx9B5Bvo8UHyNPTshfwjGJuG0A2Y1P++tmY/qIASUAK1EdAlLAcvmVXE7hYSs2nYcxmyhaTtvWuFnqMwcQLiP0J61b26xC3I+2A8YAQPKdVxEEZOge8JJB8ZcvlZiF4CXxL2JGHgEsRnCzqlveO3jTIb+Vcgk4Pxy4aM/1JB14bUEsSvgd/UF5mCzEqxvvhNI993FfJANRsK0nqnBJTAq0RAA0iDeqvjGITWIP3QxcAFiC+VWeLqhUQIwgeBRYjeBN9xyIZg/TyMtsDHPxQHxNE5iL4P6x9AeBmCKeh5B7IXYKITfjdjBAJWIT4FiU5IXzD0Da0Z5SVQWFds0cjPnIYOjzZYsvqpBJTAq0Og6ZawPr0D8me//nYGIr32lPrcu9XlWXMrBNohs+QikYMvgGi3S549qRvGQ7aEvTAo7VywpQFDfvDvM9LC+2ECiPQZz4P9QMZYTvPNQmwNEqegR7JbIXQaIl/B5CKETHtC/eYeTCfQ6c2GYov0SQkogVeBQNMFkKL9hm32kGtd5ib6S1XdAub7vbqaFZiZhdRDSC9BSgJSe7HYRjCwJQXlxe9yZRdg+gW8kSzNDDwDzADi1IcHG0o1aooSUAKNTqDpAkijO2TTvlVIP4cBt5d5L4SB3GLhpb0pJ+mzkDsA/r0QuwITcqqrFyJHYHgO3pLd+a1e7TB3Dnxe5Ze3wQavdWs5JaAEtpWABpAqePNrVQpsU3b+Dky0wKQsITmvbgjJ0tBdCAUcmUswKpvYb8PwM/i0Df55Dvxmscyco3wNj75u6MvCzDL4zCWvauL5u/W1oVp9mq8ElMDOEdBNdAdrfzsk5iEnp58WYPyxo8B2P8ox3vswdA+ib8JAmfrCb0NHFobTkFs2Cskx3tg1SHTB0FHo2Ad9z2FGZioyM8nAsGzKr5mb4kay93+PQawNRr6GrJy8WoXsbQhehLRpg1NZ3W1wVqDPSkAJ/GwEdAbiQB85Calp+MWX8Mt2iB+BP7/EqN2h3vXRudn+XjtET0LksGtxI/EgxM/A+PcQ/Ap+sP2QMC0/JJRSxyG5AJHrRv6HXRA7Abk7kFkubJxXqKU4qxWG5NeW30HwH3APeK8Txs5AoNyMpN42FFukT0pACfyMBPasr6+v/4z1a9VKQAkoASXwihJomhmI/EhOr8YjsG4/Ztx45qlFSkAJVCCgM5AKcDRLCSgBJaAEyhPQTfTybDRHCSgBJaAEKhDQAFIBjmYpASWgBJRAeQIaQMqz0RwloASUgBKoQEADSAU4mqUElIASUALlCWgAKc9Gc5SAElACSqACAQ0gFeBolhJQAkpACZQnoAGkPBvNUQJKQAkogQoENIBUgKNZSkAJKAElUJ6ABpDybDRHCSgBJaAEKhDQAFIBjmYpASWgBJRAeQIaQMqz0RwloASUgBKoQEADSAU4mqUElIASUALlCWgAKc9Gc5SAElACSqACAQ0gFeBolhJQAkpACZQnoAGkPBvNUQJKQAkogQoENIBUgKNZSkAJKAElUJ6ABpDybLzlrEB20VtRLaUElIAS2E0EmiaApKbAN+Vw3SIMJyH0rSP9PgSSMLnsSHd5TFyFiccuGQ2elL8LoSTIf/U7/H2psfHLELtbms5dQyZlZkk50WH/G7gE426yTnVPITEFQVPedxGiacitOgvqsxJQAo1IoGn+T/RAD8zPQgbwm57Iz0KqHXw5yAI+Mz2zANOdENhX3WX56kUaskR6HvKvw/rplzfvsxMwctzUswq5WRi+BTls6c5qHkHkG+jxQfI09OyF/CMYm4bQDZg8Cx1OGX1WAkqgoQg0zQyk4zB88gLSCwX+6RxE/BBZg5RtGWrmCXx0AHoACTLRS+AzR8kyuo7PGjpk9P3xc/j0DoTTpt4liF8Dv1k+MgWZlUKdsSTEbxr5vqsgAUjSxm/D0EVjJB+6BjNLlWVw1nPDMXKvkC92n30CVx4XzyYKNb7EXSv0HIWJExD/EdJlZhOJW5D3wXjACB5SY8dBGDkFvieQfGTYUIm/lLDYiY9kFjRwBTI5GL9s+Mx/qaBrQ6OTiwf/VLPBsFT/VQLNR6BpAgjdMNgOk/MFJ6d+guBhCHRD8oGZvgrpJQj3AYsQvQm+45ANwfp5GG2Bj38wZiyRc/C3dpAReCIArEJ8ChKdkL5glB9ag2DKCBRWzbFFIz9zujDK/uMDGAoaMlFgUAKCJSAvSoeMLP2MtUD6PKz/FsJPjZG7NSOqlC92Tx2Aj3ywHoKgrZ563XYcg9AapB+6aFyA+BIMW7MWe5FeSIQgfLA6f0tsdA6i78P6BxBeNnj3vAPZCzDRCb+bMflvxT9V+oBlg34qgWYk0DwBBAj2wORPppvnILHPWKYK+CD12HxhP4RkCwT6QYLOeMi2DLMXBnsrdJNZiK1B7BT0tAJ7IXQaIs9g0jbDCfUb+R2dBV1/OgaD3abMSQgtFc+KimTuw+hzs569wD6IvAUdT8x6quUXqq14JzMr+97Gxv2diiKFzFYItEPWNpPazMzBF0CPtLfS5ZH/kB/8stzYCeH9wAGIyACgFQbFjyumb7fiH482VGqG5imB3UqgafZAxIH+14EfjX2QjnnoMZepOAyRW5BehoHHcKULZEKxca3AjOyVPDRmJil5IbZbmcWfWdk7eQFvJIvT5SnwzAhIci9LY84rICNu6+qGASD9GELmS9Yuk/sJptthwL5H0w+haci9gGr5VjXVPov2NqzCsonuNYhYMs7PFpD3u6fLA387G9EZtAVmex1b9o8HG+z16L0SaBYCTRVArECRWYbcEwifMN3cCsEuSNyFcA4+sWYZyxC7AhNtEO2FyBEYnoO37GtLzp7SDnPnChvyzuyanl/l+aEsBT6HAbeXeS+EgZzMylxmIbIJnzsA/r1b4F8NcK3+2UofqGaD5iuBXUKguQKIGSjGbkB2GcZlecO8Ar3w24eQX4LBd4xEOer6aRv881zh5FZmzpIo/fR1Q18WZpbBZ58dlBYtSZGNX6zAtQgzQMR6dpTu2Q/vPnDUMwcy8Rlpg2r5DnXb8pi/AxMtMGljvFlRN4Q6jaO+oc2pnpm7BKNyyOBtGH5WG/9N/WVutuKfWvtAmao1WQnsSgKv8hh3Sw6RQPH3Z5DZb1umkmWlI/DJEnzeBkHzxd2xD/qew4y5f5HLwLBsCq8Vb4rLjEY20DkGsTYY+RqycvJqFbK3IXjRWB6rZPBYBmaeGuv1yZswc8DcE3ETOgqj7TDyLeSknmWI34a8JVMt301nvdLkGO99GLoH0TeNpTg31eG3oSMLw/K7D/P3NnKMN3YNEl0wdBS88nfT75q2Bf/U3QZXwzRRCbyaBJprBiKBoh8+egADztG9eUor9VphtsFxSC5A5Dr8AHzYBbETkLsDEjRk43ZQjp7egz05WD9rnKTiOwj+A+4B73XC2JnqvykJvwaj1+GLNfj9AYifKZzQcuta4bOQ/xYCZj1/6IXkrwsy1fLddG41TTbb5c+63muH6EmIHLZSXD4PGm0c/x6CXxl8+1ogcgjSJ819Ig/8XTSXT2rdgn/qbUN56zRHCbxyBPasr6+vv3JW7zKD5bcM2H+Mt8vap81RAkpgdxJomgAiR1D1UgL1JiC/o9FLCTQrgaYJII3sYJ2BNLJ31DYloATKEdAAUo6MpisBJaAElEBFAk13CqsiDc1UAkpACSgBzwQ0gHhGpQWVgBJQAkrATkADiJ2G3isBJaAElIBnAhpAPKPSgkpACSgBJWAnoAHETkPvlYASUAJKwDMBDSCeUWlBJaAElIASsBPQAGKnofdKQAkoASXgmYAGEM+otKASUAJKQAnYCWgAsdPQeyWgBJSAEvBMQAOIZ1RaUAkoASWgBOwENIDYaei9ElACSkAJeCagAcQzKi2oBJSAElACdgIaQOw09F4JKAEloAQ8E9AA4hmVFlQCSkAJKAE7AQ0gdhp6rwSUgBJQAp4JaADxjEoLvrIEViC7+Mpar4YrgYYl0FwBZBVSX0PoIsh/cSt/Q1Mw87TgH/nfAWN3C8/1vKukO365YJNlm+8iRNOQr6cRDl35uxAyWQx/78jchsdsGvZchqyL7tQU+KYcGYswnITQt470+xBIwuSyI93lMXEVJh67ZDR4UjXfSJ9x7at3jb6UMtvn1rcGLsG4l37+FBJTEDT7iNUnc6sNDk/N2xECbTtSS4NUkr4B0TWIvw/+TmAZUtMweB2S5yHQ+vMa+tkJGDlus2EBRr6G6Pcw/o4tvY636XnIvw7rp+uodIuqAj0wPwsZwG/qyM9Cqh18OSPo+Mz0zAJMd0JgX/XKtjMAV6996yXq6ZuivrUKuVkYvgU5HH3Obu4jiHwDPT5InoaevZB/BGPTELoBk2ehw15e75uOQFPNQJJPINxvBg9x9T4I/toIKskHBd9nHsOQOUsZuAzppUIeSxC/Bn5zRBa5AUWjsacwcbVCvqVKvpzVZju9MPw6fG4uv8gMJn7T0O27as5MqtlTIV9GpmefwJXHxSNWy0T5lBd49BL4zPbKyDU+WyghNo3fhEg5XjkYu2zI+y9B8nlB1nnXcRg+eQHphUJOOgcRP0TWIGVbhpp5Ah8dgJ4qNkobP34On96BcNrU62QyBZmVQp1unDfaebvQL0LXYMbWL9xkqvYVpx22vuTFNwWLa7xrhZ6jMHEC4j9CusxsInEL8j4YDxjBQ2rpOAgjp8D3BJKPjHo99ZHbRj+S2fXAFcjkYNzeL0xdGxqdXDz4p5oNNRLS4h4JNFUA8bdDQka09s7aCiMhGLGGvEDiKYz8BtbPwygwdLNAU6bzYy2QPg/rv4XwU2M0Zo1yJ1KQ6IT0BSM/9BQi0wX5jbtHMPQN+I9VGP05RKzH2KKhO3PaGP1Vs6dSfuQcTB2Aj3ywHoKgVYn1uQjRm+A7DtmQyaMFPv6heAlq9BGMuvFahbEbkOqFzAWYeQeStuBgVbP52Q2D7TA5v5lC6icIHoZAN2wG+VUjqIf7gCo2Shv/1g4yAk8EgFWIT9l8dB6G1iCYKl4qdHIWi/74AIaCBocoMCgv/IKpOGUqsRexSvlVfWOrd6u3HccgtAbphy4aFiC+BMP2GbFVrBcSIQgfrM7fEhmdg+j7sP4BhJcN3j3vQPYCTHTC72ZM/lvxT5U+YNmgn/Un0FQBJHIKIitw9htjxB2WtfHbkLONPgXxkB8GXgP2wmAvTD81X5j3YfQ5xE6ZI7J9EHkLOp7ApIyO78PYCxj5FfTIctg+GDoHyVMFx+Wewch30HEEYm8V0t3u8nMQewyfyYvSvEL9hu4OWYLzYE9Fey2l5T67YVyCq/USMXk4i5fl9QBiskQSgI5W6OiH2CGndPFzsAcmfzLT5iCxz1imCvgg9dh8YT+EZAsE+gGPNm7WMguxNdOH4qO9EDoNkWemD82CRZzNtD8dg8FuU+YkhJaKZ0VFMtvtG9MmmVlZe2abn3c2W1v5phUC7ZC1zaQ2BXLwBdAj7a10eeQvfcQvy42dEN4PHICI9OtWGBQ/rpi+3Yp/PNpQqRmatzUCTbUHIusd0XMQXYJ0BlILELsH//oApt6HoLyU5UtThmXuJ5huhwH7uns/hKYh9wKsfH+FvZQ/m8s/f+0trUReBvJnXcdaYPiI7QXusM2qr5o95fKteip+rsCMzNoeGqP+lLxs2oslyvHK5mC+Dax9C5HyCWP7sL1YFf7XgR+NfZCOeegxl6k4DJFbkF6GgcdwpQtkQrFxebDRKpqVvZMX8EbSSil8Bp4ZAUlS3NoUkBG3dXXDAJB+DCHzJWuX2RHfYMysNgO8ZZtsotv6kZVc02cL2MYtlUU98LezEWXWd82peMv+8WCDsy59fnkCzRVALF6y+fqW8QIaXoHxKzByGyZtMwWraL0/ZblIRsBv3YbBQ2APNkUbnfWueCv6liF2BSbaINoLkSMwPAdvVQgA1arpsAdft8JmoMgsQ072rE6YhVoh2AWJuxDOwSdWAN6Kje0wd644sLmZ4intVZ7Dy1LgcxgwB05F7e2FsMR6mVm7zEJkEz53APx7699HZIBSk3+20geKGqsPWyXwKnf/2tqcMTZyU84Nw70Q6DJmENUU9uyHd5/DjP3o6BzIYLanDaz8jLMOm+KgjFzfhX+Xpa5btowt3Fr1VbOnXH61KuUY6adtkDwHwwEI9td26sbXA30vIGvjIZunFS8zUMjeSWzZXKYyBQK98JeHEH9mLnvIBnqNNvq6oc/pw4oGFTKLbF+EGUBscru22zduddaalr8DEy2GX0tkuyHUWeao7xKM3oTEQu38S+pxJGzFP7X2AUeV+vgSBJongByBsXaIXgc52bNxyXFG2bd4AqNveqB4FEbbYeRbc99kGeK3IX/AXBs/CiPtxjHHjZNZKzApv224VrxBK+u+w28aS0NJ28kiDxYUF/FgT0V7i7WVPMlsYeNla9qYy8CwbLiuOdpTImkmyD5PC8RkiU+CyDyMuG3YOuTlpfz3Z5DZb1umkiB9BD5Zgs/bIGi+uL3aKDMa2UDnGMTajOPRWdn7WoXsbQheNJbHHKYUPY5lzN8MrUDyJsxYfi8qZT5ss2/cqvScZvb7oXsQfdNYinOTDb8NHVkYTkPOHDTJMd7YNUh0wdBR8MrfTb9r2hb8U3cbXA3TRDcCzbOE1QqR98E3DaM34O9rBo73OiF2xtgsdwPkTAufhfy3EPgH3AP+0AvJXxdG5hHJ/xoCXxr5H+43lsac5+U7jsPYrHFCK/O+sxbvz9XsqZZfsabjxqmpyHX4AfiwC2InIHcH5IW8sSlaSUGrcWopfwMGvoSONhjthS9sP9x0E+/ph48ewIBzdG+e0kq9VvidCB5sHJSjp/dgTw7Wzxo28R0ETR9KHxg7U/03JeHXYPQ6fLEGvz8A8TMFv7u1oxr7avluOrea5txfe08GUychcriCxoNGG8e/h+BXRh/oa4HIIUifNPeJPPCvUENpltlnavJPvW0otUpTyhDYs76+vl4mT5OVgBIwCcjvPHD+0FPpKIEmJ9A0AUSOOOqlBJRA8xGQ3zjptT0EmiaAbA8+1dosBHQG0iye1nbWQkADSC20tKwSUAJKQAlsEmieU1ibTdYbJaAElIASqAcBDSD1oKg6lIASUAJNSEADSBM6XZusBJSAEqgHAQ0g9aCoOpSAElACTUhAA0gTOl2brASUgBKoBwENIPWgqDqUgBJQAk1IQANIEzpdm6wElIASqAcBDSD1oKg6lIASUAJNSEADSBM6XZusBJSAEqgHAQ0g9aCoOpSAElACTUhAA0gTOl2brASUgBKoBwENIPWgqDqUgBJQAk1IQANIEzpdm6wElIASqAcBDSD1oKg6lIASUAJNSEADSBM6XZusBJSAEqgHAQ0g9aCoOpSAElACTUigrZnaHL8MHz8vbfGH+2HsFAx0lua5peTvQvgO/BfwyRHwP9jG/y/7KSRuQuwJ/F+grwUih2D0JPS0ulmnaUpACSiBnSHQdDOQz06A/B/Jm3+/gcgyRNKQ98g8PQ/51w0d4+94FNpKsUcQ+T+Q7ITkeaO+zK/A9xhCN7zbu5WqVUYJKAElUI1A0wWQEiDdMOSH6ScwY2UuQfwa+JOwJwmRKcisGJkyizn7BK48NvJSloz1WUFWZi6BJCQXzcKrMHEJQt9awsWfiVuQ98F4AHr2GnkdB2HkFPieQPKRkZafhegl8Jn2DlyC+GxBl/x/3uO3jTLSnoErkMnB+GVDxn+poGtDqkIbJF/0xW8afHxXjUBWzYaCNXqnBJTAbiGgAcTpyVWIT0GiE9IXYP08DK1BMGW8KCPnYOoAfOQzZgRBu3wV2Y7jMNYFQ9OGrsw0/Csw/q5diXm/APElGD7uktcLiRCEDwKLEL0JvuOQlZnVeRhtgY9/gKxNdHQOou/D+gcQXjba0/MOZC/ARCf8bsac0VRpg6UytmjwyZyGDo82WLL6qQSUwO4g0PQBJJ+DiQy81wsB8eksxNYgdsrcY9gLodMQeQaT1syhnO89yA6+C+FnMPI1DD+Ev74Dfre9jBx8AfR0l6vMTO+G8RCMWIFmLwz2lsrILMu/D+iE8H7gAET6gFYY7AdWICdiHtogxUL9Bp8O2TfyaEOpVZqiBJTAq0ygqTbRxVGf3jH+7E77Qy8kf22kZBdg+gW8kbSXMO4DzwWYeYkAAA6+SURBVIyXZWlODbLdEDsCAw8gcAiG5OXtdrWAvN89XSswMwuph5BegtQS0F4s2VP8SLDMgQGv7XfqkwBUzQaHCfqoBJTAK06g6QKIbKJvjNZXYWYaQgsQecNxoqkd5s6BbyvO9SCbW4F5ILdsLBt1uNXTC2EpI7Mel1lIbhZyB8C/F2JXYKINor0QOQLDc/DWxnTCTbGHNA9tKNKyvA02FFWgD0pACTQigeZdwmqFgVMQ74LffWeO2gFfN/Q9h5nl2t3lSfYRRLPw1xMQeALj98vU0w2hThi/65K/BKM3IbEAsjH/aRskz8FwAIL94BqQXNS4JXlqg0Ow3jY41OujElACDUqgeQOI6ZDgGfh3IDxlbjofg1ibsUeRlZNXq5C9DcGLkK4WVKrJygb1TcjL0tVxGPXBv81AetW9d4Tfho4sDKeN2YqUyj+C2DVIyGb8UejYZwY8c38mlzH2VlgzN8XdVZdPrdYGF8m62+BShyYpASXQeASabgmrxAWtEP0VpL6BaBriARiSo1XfQfAfcA94rxPGzkBANqErXa2VZTNp+PgFfGeeuvKdhL9+BSPTkDzlovggxM/A+PcQ/Ap+sP2QMC0/JBSR45CUZbjrRv6HXRA7Abk7kFk2N85dVJdNqtIGV7l62+BaiSYqASXQaAT2rK+vrzeaUWqPElACSkAJND6BppmByA/o9Pp5CMiv/vVSAkpg9xHQGcju86m2SAkoASWwIwSafhN9RyhrJUpACSiBXUhAA8gudKo2SQkoASWwEwQ0gOwEZa1DCSgBJbALCWgA2YVO1SYpASWgBHaCgAaQnaCsdSgBJaAEdiEBDSC70KnaJCWgBJTAThDQALITlLUOJaAElMAuJKABZBc6VZukBJSAEtgJAhpAdoKy1qEElIAS2IUENIDsQqdqk5SAElACO0FAA8hOUNY6lIASUAK7kIAGkF3oVG2SElACSmAnCGgA2QnKWocSUAJKYBcS0ACyC52qTVICSkAJ7AQBDSA7QVnrUAJKQAnsQgIaQHahU7VJSkAJKIGdIKABZCcoax27n8AKZBd3WTN3Y5t2mYt+7uY0VQCJXwb5r23tfwOXYPxufd0QS0LMrvMpJKYgaNbtuwjRNORW61uvV235H8CXhNC3XiXKl8umYc9lyJYvUjWnhJdNoqr+VUh9DaGLBb8OTcHMU5uSHbhNXIWJx94rqtRm71rqX9Jul7NN9jxPNa9AcgoGzH4fvAKpnLtk/rbRJ1PO7BWY/BrCNv8OXoHEbHHBmm3z0G926n1R3JLqT1W/E9VV1K1E0/yf6Baxz07AyHHzaRVyszB8C6Rfb6Zbhevx+Qgi30CPD5KnoWcv5B/B2DSEbsDkWeioRz016EhmIdwFiceQXoVAaw3C21B05CX+z/T0DYiuQfx98HcCy5CahsHrkDy/c23LbwOXn0Ol3Rcv26bJFIx3Qfo8dLTAzHfw1tfwz/8GfnvjlmD0Aczb0+R+CWJXYXI/jL8PCfHvCszcgaGbkFmF6FGnkLdnr/1mx98X3sxvmFJNNQMpod4KPUdh4gTEfzReplLGOZpxRvz8LEQvGSMmmc3ILCbuGBFZdSVuQd4H4wEjeEh6x0EYOQW+J5B8ZJZcgvg18JujtciN4hmK2BS/aeT7rsLGl9spMwWZFavmMp/zML4EkdMwgtFue0mpZ/wmRMwR38BlSC/ZSuRg7LLRdv8lSD635Znsqtrp0rbNGVsV/cW1QfIJhPvN4CGZ+yD4ayOoJB8YpTfadNvw2Ya/rkAmB+P2dlh+AKr51+mL/3UZPn4On96BcLq4ziGTY+gazNg5ApnHYOWXcHb61oVZRT/ZQCWvwPD3hYTMt7DnijFo2khdhdhFo/9L28QXMvp2tknKVrS5UMVGNIg9g4gfOvYCrTBwGtadwQNIC7Muu7Bxn0pDXAY6Z23+3QsD70D8EPyb6V9LUmyz+q0bb6ucfHrpN/byG/dl3hcl5Z7CxFX373KtfWvje17jd6LEnm1MaO4AYoLtOAahNUg/9EB6EaI3wXccsiFYPw+jLfDxDy7LOAsQX4Jha8ZjV98LiRCEDxqJssQ11mKM1tZ/C+GnxgzFPgqMLUL6AmROQ8cqxKeMUZmkiR1DaxBMmcHFXpftPn0P0vsh2AmDPfDnrO1FYpYbfQSjvzHbhjHa28hahbEbkOqFzAWYeQeSCzbl5m2RnRjLd9XaVot+e43+dmM5I2ULAPKykpH0iG2YOzoH0fdh/QMILxucet6B7AWY6ITfzZjcPPrX3sb/cQ7+1g4yWk0ECtb98QEMBQ2OUWBQgkAhm8RTGHHj7JFZWT/Z6pDbwAH4fKHQL2QZqW8JZqwl1Hswvr94thYp06ZKNturzT2G/2qHYK891eX+PkRfwGi/I28Z4k8getx9hu4/Cev/UizzeQ6iJk833vbSXvuNXca6r/a+mEjZvpe/hdBTiEwDW+hb8j338p2zbNvpTw0gQrwVAu2QdYwQXZ3RDePycrKCwl4YLPclycEXQE+3q6ZC4n0YfQ6xU+YsZR9E3oKOJzBp25gN9UNPK3TIVH4WYmumjCxB7YXQaYg8K5YpVGIs78QXYOSI8aUMHIMPlyDhWDsY8sPAa4ZOadv0UzM4PoCYLPUFoEPs6IfYoaIaNh6K7PTYtg1Bj/rtNUZOQWQFzn5j7IGEZS/iNuQcMzFpk38f0Anh/cABiPQZvh+Ul9eK+XL36N+iNtoNst3/6RgMiu/FNychtAQpmz/LcvbIrKy8zQa59fXBBxIw5EGW+F5AtAtS5qw5/RiGhYWHy2udeeG/D/JpCJmz6pJZwSpM/Agj77oEiWeQAQacgcWyUWY1juuzNyFo9luL96TLAEfEvPYbRxXGY6X3xX0YewEjvzK+q8Jg6BwkTwFb6Vtb+E642rxNiRpAtgJW1mEzMCHr71cgXG4HuQW8fC9zP8F0OwzIC866+kG2BnIvrAToKdySXYDpF/CG+eXcOBjwFfwFyD6zFbTd5u7An9sgbK0b90GkDcbu2QpJwCt+3HzK5mC+DXybKeCTYOa47PJe2yYqvOovqq4HoueMmcV3MpNsgdg9+MVXkLINCOw2ibzMwMpeHvzr1OemK2DOLjfyumFAlmtsG+3ldHhlVk6+xJZ+CEvdc8bAQ5aFIvvBerlO5iB4uETKNcFznSL9E0zsg4TMkC8Y+yGhqcJMPTMNqT4IVRtgWZbcLRyUsA7C2Dfd/XbjTN4z9imfpUc+PfYbu4iXe8t3/nL7ijX2rS19J7wYWqcyGkAE5Cqkn7u/DEs4L0PsKwjfhXw7RE7AhMsofEOu1/ji5myjTrs+2cDPvMxpoXaYk2U0x99QmVHbxkzDEXT+9QVML8Dkst0y7/cd9qDnXcxzSc/6OyHwFgz/C8ych/9ogZHbnqspFKzFvwUp73c/0zcuuN+YacreT7gH/H2QewK5OWO5JbgdfuyCUZlJy8u0FfzHIfTcDFyPYCQHo++UQddlbLRn7EuTx219/UQZOWdyNd5b6Te1vC/s9tSpb3n+Ttjr3qb7ani3qdrGUpu/AxMtECzz4s2vFezN34VP2yB5DoYDhkzZU1TdEOosc0xYTp7chMQC9OyHd5/DjP0lPgdJGSiVOSfn64Y+p0zBzNI7c2r9v2WN2B5wfgt/AibulIo4U3w90PcCstbauWyqlhvhmcK1tK1m/Rnz6KfNno1q90Kgq3j25mxLueea/FtOiZlexGbRWEIKlFvutOmqhZlNrOJtoAf+/hPIbGNQBjyHjCW1xBwEXndZQqqorXqmrxfeXSvsu9gl5PuSnYUvnkO/NYM2+99ZOSwiy077jKXGsR/dddj1WfdZ+2BsAWR24sr7JftNpfeF5Ts5Iea8ttK3av5OOCvd5ufmDiByjPc+DN2D6JvGEoPw3thgmzdPQS3AuG3ZQaL/xovbnFXkMjAsm+9lvizht6EjC8Pyuw8zQMgx3tg1SHTBkCwnHYXRdhj51ly7lw3E25A/YK6hu3WCYxBrg5GvISvrzauQvQ1BOU1jD0Sm7KScWDngslwg+y298J/zxpqzW1WbaUcgJktE0yabeRipdvCglrbVqv8IjLVD9DqkrUBm+nTsCYy+uWm555ta/WtXnBHuthfHWMb8PYr8HuImzFTyp11RLczschXuOw7DJ89g5AUMyNKarON3Gv4LW/t5LvLONrkUcU+SNqzaBk+rkLkLSTm80Qu+gGMgY84opkJGfxSlg6cg/AzC8rsey78rkMlA9C70OZZTYz8WeCfkmG853lvtN2XeF0UAjsJIu3FMPyd9QX7HMgW+a0ZQrOXdsaG31u9EkTHb/1BmfLv9Ff9cNchRS/mzrvfkBXQSIrY14MhJ47cEv/gSftkO8SPwZ1k/luu4cfIoch1+AD7sgtgJkP0F+bJtbNSaRTc+DkL8DIx/D8GvDJm+FogcgvTJwn5D+Czkv4XAP0C2JP7QC8lfVxgZthonfPgOgqbMe50wdgYCzuWIRZj4CaK/cte3sZn+HUxabbTbb78368zfgIEvoaMNRnvhC/vIz17evPfctlr1t0LkffBNw+gN+Ls5UxQOsTMVDje42LiZVKt/TcFBOZp9D/bkYP2skRh+DUavwxdr8PsDRj8oO1vdNMCUrbU/OORLHrthsB0+l2OwZqaczpLzEyX9xcx3a1OJ3goJ4vf4tzBwx/yu7IfkmUKfryBqZEmA+wCCNyF2A/7T8m87DB2BzJvF/Xn0YIH3h7Jkd6Y4f7O+GvqNl/fFpl7zJiK++xoCXxrfZbFl8pRx+EVOLXp+d4i+Wr8TTmO2+XnP+vr6+jbXoeqVQNMRkN9TYP/RatMR0AY3A4GmCSByakMvJaAElMBuIiD7mT/n1TQB5OeErHU3HwGdgTSfz5uxxRpAmtHr2mYloASUQB0INPcprDoAVBVKQAkogWYloAGkWT2v7VYCSkAJvCQBDSAvCVDFlYASUALNSkADSLN6XtutBJSAEnhJAhpAXhKgiisBJaAEmpWABpBm9by2WwkoASXwkgQ0gLwkQBVXAkpACTQrgf8PYvFoLeRCi+EAAAAASUVORK5CYII=
点击某个产品,接着查看相关条目,多点击几次,就会有数据了,如下:  
http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,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

  同时,查看Storm的监控,可以看到Storm的spout和bolt模块的传输数据记录:
http://blog.csdn.net/fansy1990/article/details/data:image/png;base64,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

  实例来自《Getting-Started-With-Storm-Jonathan-Leibiusky-Gabriel-E_1276.pdf》。
  例子跑完后,可以开始具体分析各个步骤了,暂时不想分析real-life的例子,有点复杂,可以先分析wordcount,同时结合《Getting-Started-With-Storm-Jonathan-Leibiusky-Gabriel-E_1276.pdf》这本电子书。
  

  

  

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