软件版本号:

Oozie4.2.0。Hadoop2.6.0,Spark1.4.1。Hive0.14。Pig0.15.0。Maven3.2。JDK1.7,zookeeper3.4.6。HBase1.1.2,MySQL5.6

集群部署:

node1~4.centos.com     node1~4      192.168.0.31~34          1G*4 内存    1核*4 虚拟机

node1:NameNode 、ResourceManager;

node2:SecondaryNameNode、Master、HMaster、HistoryServer、JobHistoryServer

node3:oozie-server(tomcat)、DataNode、NodeManager、HRegionServer、Worker、QuorumPeerMain

node4:DataNode、NodeManager、HRegionServer、Worker、Pig client、Hive Client、HiveServer2、QuorumPeerMain、mysql

1. 编译Oozie4.2.0

此篇參考 http://oozie.apache.org/docs/4.2.0/DG_QuickStart.html#Building_Oozie 、 http://blog.csdn.net/u014729236/article/details/47188631 

1.1 编译环境准备

使用tomcat7,而不是tomcat6的下载地址:
1)下载压缩包oozie-4.2.0.tar.gz,并解压缩到/usr/local/oozie文件夹
2)改动pom.xml
/usr/local/oozie/oozie-4.2.0/distro/pom.xml
<get src="http://archive.apache.org/dist/tomcat/tomcat-6    ==>
<get src="http://archive.apache.org/dist/tomcat/tomcat-7
3) 改动maven setting.xml 。使用开源中国的库
<mirror>
      <id>nexus-osc</id>
      <name>OSChina Central</name>                                                                             
      <url>http://maven.oschina.net/content/groups/public/</url>
      <mirrorOf>*</mirrorOf>
</mirror>

1.2 编译

进入oozie解压缩文件夹,使用以下的命令:
bin/mkdistro.sh -DskipTests -Phadoop-2 -Dhadoop.auth.version=2.6.0 -Ddistcp.version=2.6.0 -Dspark.version=1.4.1 -Dpig.version=0.15.0 -Dtomcat.version=7.0.52

假设增加了hbase或者hive。而且指定到较高版本号,则会出错,如:

#bin/mkdistro.sh -DskipTests -Phadoop-2 -Dhadoop.auth.version=2.6.0 -Ddistcp.version=2.6.0 -Dspark.version=1.4.1 -Dpig.version=0.15.0 -Dtomcat.version=7.0.52 #-Dhive.version=0.14.0 -Dhbase.version=1.1.2 ## 指定hive和hbase到较高版本号编译通只是

1.3 改动HDFS配置:

 改动hadoop core-site.xml,内容例如以下:
<property>
<name>hadoop.proxyuser.[USER].hosts</name>
<value>*</value>
</property>
<property>
<name>hadoop.proxyuser.[USER].groups</name>
<value>*</value>
</property>

当中,[USER]须要改为后面启动oozie tomcat的用户

不重新启动hadoop集群,而使配置生效
hdfs dfsadmin -refreshSuperUserGroupsConfiguration
yarn rmadmin -refreshSuperUserGroupsConfiguration

1.4 配置Oozie

(因为是在node3上部署oozie,所以把以下的压缩包复制到node3上)
1) 取得压缩包:
oozie-4.2.0/distro/target/oozie-4.2.0-distro.tar.gz
2) 解压缩:
tar -zxf oozie-4.2.0-distro.tar.gz
3)在oozie-4.2.0文件夹下新建libext文件夹。并把
ext-2.2.zip 复制到该文件夹下。
并拷贝hadoop相关jar包到该文件夹下
cp $HADOOP_HOME/share/hadoop/*/*.jar libext/
cp $HADOOP_HOME/share/hadoop/*/lib/*.jar libext/

把hadoop与tomcat冲突jar包去掉
mv servlet-api-2.5.jar servlet-api-2.5.jar.bak
mv jsp-api-2.1.jar jsp-api-2.1.jar.bak
mv jasper-compiler-5.5.23.jar jasper-compiler-5.5.23.jar.bak
mv jasper-runtime-5.5.23.jar jasper-runtime-5.5.23.jar.bak

拷贝mysql驱动到该文件夹下(使用mysql数据库,默认是derby)
scp mysql-connector-java-5.1.25-bin.jar node3:/usr/oozie/oozie-4.2.0/libext/

4)配置数据库连接,文件是conf/oozie-site.xml
<property>
<name>oozie.service.JPAService.create.db.schema</name>
<value>true</value>
</property>
<property>
<name>oozie.service.JPAService.jdbc.driver</name>
<value>com.mysql.jdbc.Driver</value>
</property>
<property>
<name>oozie.service.JPAService.jdbc.url</name>
<value>jdbc:mysql://node4:3306/oozie? createDatabaseIfNotExist=true</value>
</property> <property>
<name>oozie.service.JPAService.jdbc.username</name>
<value>root</value>
</property> <property>
<name>oozie.service.JPAService.jdbc.password</name>
<value>root</value>
</property>
<property>
<name>oozie.service.HadoopAccessorService.hadoop.configurations</name>
<value>*=/usr/hadoop/hadoop-2.6.0/etc/hadoop</value>
</property>
最后一个配置,是须要配置的,不然后面执行调度的时候,任务会报File /user/root/share/lib does not exist 的错误
5)启动前的初始化
a. 打war包  
bin/oozie-setup.sh prepare-war
b. 初始化数据库
bin/ooziedb.sh create -sqlfile oozie.sql -run

c. 改动oozie-4.2.0/oozie-server/conf/server.xml文件。凝视掉以下的记录
<!--<Listener className="org.apache.catalina.mbeans.ServerLifecycleListener" />-->

d. 上传jar包
bin/oozie-setup.sh sharelib create -fs hdfs://node1:8020 

1.5 启动

bin/oozied.sh start
aaarticlea/png;base64,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" alt="" />

2. 流程实例

数据为:bank.csv ,并已经上传到hdfs://node1:8020/user/root/bank.csv ,能够在http://zeppelin-project.org/docs/tutorial/tutorial.html页面下载该数据
(当执行Hive、Pig任务的时候须要把第一行数据删除)
默认全部操作用户都是root,假设是其它用户,可能须要改动相应的文件夹
配置环境变量:export OOZIE_URL=http://node3:11000/oozie

2.1 MR任务流程

1. job.properties :
oozie.wf.application.path=hdfs://node1:8020/user/root/workflow/mr_demo/wf
#Hadoop"R
jobTracker=node1:8032
#Hadoop"fs.default.name
nameNode=hdfs://node1:8020/
#Hadoop"mapred.queue.name
queueName=default

2. workflow.xml

<workflow-app xmlns="uri:oozie:workflow:0.2" name="map-reduce-wf">
<start to="mr-node"/>
<action name="mr-node">
<map-reduce>
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="${nameNode}/user/${wf:user()}/workflow/mr_demo/output"/>
</prepare>
<configuration>
<property>
<name>mapred.job.queue.name</name>
<value>${queueName}</value>
</property>
<property>
<name>mapreduce.mapper.class</name>
<value>org.apache.hadoop.examples.WordCount$TokenizerMapper</value>
</property>
<property>
<name>mapreduce.reducer.class</name>
<value>org.apache.hadoop.examples.WordCount$IntSumReducer</value>
</property>
<property>
<name>mapred.map.tasks</name>
<value>1</value>
</property>
<property>
<name>mapred.input.dir</name>
<value>/user/${wf:user()}/bank.csv</value>
</property>
<property>
<name>mapred.output.dir</name>
<value>/user/${wf:user()}/workflow/mr_demo/output</value>
</property>
</configuration>
</map-reduce>
<ok to="end"/>
<error to="fail"/>
</action>
<kill name="fail">
<message>Map/Reduce failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
</kill>
<end name="end"/>
</workflow-app>

3. 执行:

1)拷贝workflow.xml文件到HDFS的 hdfs://node1:8020/user/root/workflow/mr_demo/wf/workflow.xml 文件夹;
2)在node3(node3既作为oozie的server也作为client)上执行 bin/oozie job -config job.properties -run ,就可以提交任务,提交任务后会返回一个jobId ,比如:
0000004-160123180442501-oozie-root-W
3) 使用 bin/oozie job -info 0000004-160123180442501-oozie-root-W 就可以查看流程状态;
4) 流程结束后。查看流程状态以及在相应的文件夹就可以查看输出结果。

2.2 Pig任务流程

1. job.properties
oozie.wf.application.path=hdfs://node1:8020/user/root/workflow/pig_demo/wf
oozie.use.system.libpath=true #pig流程必须配置此选项
#Hadoop"ResourceManager
resourceManager=node1:8032
#Hadoop"fs.default.name
nameNode=hdfs://node1:8020/
#Hadoop"mapred.queue.name
queueName=default

2.  workflow.xml

<workflow-app xmlns="uri:oozie:workflow:0.2"
name="whitehouse-workflow">
<start to="transform_job"/>
<action name="transform_job">
<pig>
<job-tracker>${resourceManager}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="/user/root/workflow/pig_demo/output"/>
</prepare>
<script>transform_job.pig</script>
</pig>
<ok to="end"/>
<error to="fail"/>
</action>
<kill name="fail">
<message>Job failed, error
message[${wf:errorMessage(wf:lastErrorNode())}]
</message>
</kill>
<end name="end"/>
</workflow-app>

3 . transform_job.pig pig任务用到的脚本

bank_data= LOAD '/user/root/bank.csv' USING PigStorage(';') AS
(age:int, job:chararray, marital:chararray,education:chararray,
default:chararray,balance:int,housing:chararray,loan:chararray,
contact:chararray,day:int,month:chararray,duration:int,campaign:int,
pdays:int,previous:int,poutcom:chararray,y:chararray); age_gt_30 = FILTER bank_data BY age >= 30; store age_gt_30 into '/user/root/workflow/pig_demo/output' using PigStorage(',');

4. 执行

1) 把 transform_job.pig ,workflow.xml 文件复制到 hdfs://node1:8020/user/root/workflow/pig_demo/wf/ 文件夹以下
2) 执行 bin/oozie job -config job.properties -run 
3) 执行 bin/oozie job -info jobId 查看相应任务的进度状态。或者在浏览器中的node3:11000 URL中查看全部任务;

2.3 Hive任务流程

注意:hive 任务执行完毕后,bank.csv文件会被删除(应该是移动到hive的warehouse文件夹下)。所以进行其它或者再次执行时须要又一次上传文件
1. job.properties
nameNode=hdfs://node1:8020
jobTracker=node1:8032
queueName=default
maxAge=30
input=/user/root/bank.csv
output=/user/root/workflow/hive_demo/output
oozie.use.system.libpath=true oozie.wf.application.path=${nameNode}/user/${user.name}/workflow/hive_demo/wf

2. workflow.xml

<workflow-app xmlns="uri:oozie:workflow:0.2" name="hive-wf">
<start to="hive-node"/> <action name="hive-node">
<hive xmlns="uri:oozie:hive-action:0.2">
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="${output}/hive"/>
<mkdir path="${output}"/>
</prepare>
<configuration>
<property>
<name>mapred.job.queue.name</name>
<value>${queueName}</value>
</property>
</configuration>
<script>script.hive</script>
<param>INPUT=${input}</param>
<param>OUTPUT=${output}/hive</param>
<param>maxAge=${maxAge}</param>
</hive>
<ok to="end"/>
<error to="fail"/>
</action> <kill name="fail">
<message>Hive failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
</kill>
<end name="end"/>
</workflow-app>

3. hive任务用到的脚本 script.hive

DROP TABLE IF EXISTS bank;

CREATE TABLE bank(
age int,
job string,
marital string,education string,
default string,balance int,housing string,loan string,
contact string,day int,month string,duration int,campaign int,
pdays int,previous int,poutcom string,y string
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY '\073'
STORED AS TEXTFILE; LOAD DATA INPATH '${INPUT}' INTO TABLE bank; INSERT OVERWRITE DIRECTORY '${OUTPUT}' SELECT * FROM bank where age > '${maxAge}';

注意:‘\073’ 代表分号;
4. 执行,參考上面

2.4 Hive 2 任务流程

1. job.properties 
nameNode=hdfs://node1:8020
jobTracker=node1:8032
queueName=default
jdbcURL=jdbc:hive2://node4:10000/default # hiveserver2 时,配置此选项
maxAge=30
input=/user/root/bank.csv
output=/user/root/workflow/hive2_demo/output
oozie.use.system.libpath=true oozie.wf.application.path=${nameNode}/user/${user.name}/workflow/hive2_demo/wf

2. workflow.xml 

<workflow-app xmlns="uri:oozie:workflow:0.5" name="hive2-wf">
<start to="hive2-node"/> <action name="hive2-node">
<hive2 xmlns="uri:oozie:hive2-action:0.1">
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="${output}/hive"/>
<mkdir path="${output}"/>
</prepare>
<configuration>
<property>
<name>mapred.job.queue.name</name>
<value>${queueName}</value>
</property>
</configuration> <jdbc-url>${jdbcURL}</jdbc-url>
<script>script2.hive</script>
<param>INPUT=${input}</param>
<param>OUTPUT=${output}/hive</param>
<param>maxAge=${maxAge}</param>
</hive2>
<ok to="end"/>
<error to="fail"/>
</action> <kill name="fail">
<message>Hive2 failed, error message[${wf:errorMessage(wf:lastErrorNode())}]</message>
</kill>
<end name="end"/>
</workflow-app>

3. hive2用到的脚本: script2.hive

DROP TABLE IF EXISTS bank2;

CREATE TABLE bank2(
age int,
job string,
marital string,education string,
default string,balance int,housing string,loan string,
contact string,day int,month string,duration int,campaign int,
pdays int,previous int,poutcom string,y string
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY '\073'
STORED AS TEXTFILE; LOAD DATA INPATH '${INPUT}' INTO TABLE bank2; INSERT OVERWRITE DIRECTORY '${OUTPUT}' SELECT * FROM bank2 where age > '${maxAge}';

4. 执行,參考上面

2.5 Spark 任务流程

1. job.properties :
nameNode=hdfs://node1:8020
jobTracker=node1:8032
#master=spark://node2:7077
master=spark://node2:6066
sparkMode=cluster
queueName=default
oozie.use.system.libpath=true
input=/user/root/bank.csv
output=/user/root/workflow/spark_demo/output
# the jar file must be local
jarPath=${nameNode}/user/root/workflow/spark_demo/lib/oozie-examples.jar
oozie.wf.application.path=${nameNode}/user/${user.name}/workflow/spark_demo/wf

因为sparkMode採用cluster,所以master的链接须要是以下的6066,:

aaarticlea/png;base64,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" alt="" />
sparkMode使用client没有试验成功;
2. workflow.xml
<workflow-app xmlns='uri:oozie:workflow:0.5' name='SparkFileCopy'>
<start to='spark-node' /> <action name='spark-node'>
<spark xmlns="uri:oozie:spark-action:0.1">
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="${output}"/>
</prepare>
<master>${master}</master>
<mode>${sparkMode}</mode>
<name>Spark-FileCopy</name>
<class>org.apache.oozie.example.SparkFileCopy</class>
<jar>${jarPath}</jar>
<arg>${input}</arg>
<arg>${output}</arg>
</spark>
<ok to="end" />
<error to="fail" />
</action> <kill name="fail">
<message>Workflow failed, error
message[${wf:errorMessage(wf:lastErrorNode())}]
</message>
</kill>
<end name='end' />
</workflow-app>

3. 执行:

1) 这里用到的oozie-examples.jar 是在oozie-examples.tar.gz解压后的examples/apps/spark/lib文件夹以下
2) 上传oozie-examples.jar 到hdfs://node1:8020/user/root/workflow/spark_demo/lib/oozie-examples.jar 文件夹;上传workflow.xml到hdfs://node1:8020/user/root/workflow/spark_demo/wf/workflow.xml文件。
3) bin/oozie job -config job.properties -run 就可以执行;
4. 相关问题:
1) 这样的方式提交任务是通过yarn开启任务,然后提交到spark集群执行的。并非直接由spark集群执行的。例如以下图:
首先在8088 界面看到yarn开启的任务:
aaarticlea/png;base64,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" alt="" />
接着去spark监控界面。相同能够看到监控界面:
aaarticlea/png;base64,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" alt="" />
可是这样时间就不正确了,看日志:
aaarticlea/png;base64,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" alt="" />
能够看到连接到了yarn的resourcemanager后。直接就连接了spark的master了,然后提交了任务,接着就直接yarn的任务就successed了,然后yarn就返回了。
查看spark的日志。时间也是吻合的:
aaarticlea/png;base64,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" alt="" />
最后保存文件,关闭driver:aaarticlea/png;base64,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" alt="" />

2.6  spark on yarn任务流程

參考官网的提示:
aaarticlea/png;base64,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" alt="" />
1. job.properties:
nameNode=hdfs://node1:8020
jobTracker=node1:8032
#master=spark://node2:7077
#master=spark://node2:6066
master=yarn-cluster
#sparkMode=cluster
queueName=default
oozie.use.system.libpath=true
input=/user/root/bank.csv
output=/user/root/workflow/sparkonyarn_demo/output jarPath=${nameNode}/user/root/workflow/sparkonyarn_demo/lib/oozie-examples.jar
oozie.wf.application.path=${nameNode}/user/${user.name}/workflow/sparkonyarn_demo

2. workflow.xml:

<workflow-app xmlns='uri:oozie:workflow:0.5' name='SparkFileCopy_on_yarn'>
<start to='spark-node' /> <action name='spark-node'>
<spark xmlns="uri:oozie:spark-action:0.1">
<job-tracker>${jobTracker}</job-tracker>
<name-node>${nameNode}</name-node>
<prepare>
<delete path="${output}"/>
</prepare>
<master>${master}</master>
<name>Spark-FileCopy-on-yarn</name>
<class>org.apache.oozie.example.SparkFileCopy</class>
<jar>${jarPath}</jar>
<spark-opts>--conf spark.yarn.historyServer.address=http://node2:18080 --conf spark.eventLog.dir=hdfs://node1:8020/spark-log --conf spark.eventLog.enabled=true</spark-opts>
<arg>${input}</arg>
<arg>${output}</arg>
</spark>
<ok to="end" />
<error to="fail" />
</action> <kill name="fail">
<message>Workflow failed, error
message[${wf:errorMessage(wf:lastErrorNode())}]
</message>
</kill>
<end name='end' />
</workflow-app>

3. 执行;

1)环境准备:拷贝workflow.xml 到hdfs;//node1:8020/user/root/workflow/sparkonyarn_demo/workflow.xml文件
2)拷贝oozie-exmaples.jar 到 hdfs;//node1:8020/user/root/workflow/sparkonyarn_demo/lib/oozie-examples.jar文件
3)拷贝$SPARK_HOME/lib/spark-assembly-1.4.1-hadoop2.6.0.jar文件到hdfs;//node1:8020/user/root/workflow/sparkonyarn_demo/lib/spark-assembly-1.4.1-hadoop2.6.0.jar 
4) bin/oozie job -config job.properties -run 
5) 查看任务状态:
aaarticlea/png;base64,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" alt="" />
4. 相关问题

1) spark 提交和spark on yarn 方式的差别:
spark on yarn也是使用yarn来提交任务,可是没有spark的任务,全部在yarn上执行,看日志的差别:
在8088的差别:
aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAABQgAAADQCAYAAABLNYyLAAAgAElEQVR4Ae29zaul15me/5Z+hUoaFDpCxt1GaKAq44HViWcWmoWGHmTQAw8MPcg0f1UyTKAPnhh6kEFDk5kdz0y3DfbPEjJCqMGjVIWokJKq8JS5S/d5tD7ez73fvd/rhWKt9Xzcz7OudWqfraV96tz79NM/vRh4IACBXRF4553v7KofmoEABCAAAQhAAAIQgAAEIAABCEDgsgk8f/7k5QZub2+Hm5u372zmtTsrFhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgMChCHBBeKjjZrMQgAAEIAABCEAAAhCAAAQgAAEIQAACELhL4P5f/uXDuxZWEIDA2Qk8eHD2FmgAAhCAAAQgAAEIQAACEIAABCAAgSsi8OTPP2Fc3BGfICxiwQgBCEAAAhCAAAQgAAEIQAACEIAABCAAgWMQuH+MbbJLCEAAAhCAAAQgAAEIQAACEIAABCAAgT0Q+PLLL4dPPvlk+Oyzz4anT5/uoaXd9/Dw4cPhvffeGx49ejS8+eabq/fLBeHqSBGEAAQgAAEIQAACEIAABCAAAQhAAAIQKBGIy8Ff/vKXw1tvvTW8//77w/37XE2VOJVsX3/99fCrX/1q+PGPf7z6JSGnUCKODQIQgAAEIAABCEAAAhCAAAQgAAEIQGB1AvHJwZubmyE+ERfPixcvVq9xrYJxmfrd73735acvP/jgg1W3ebYLwh/+8IevNvLb3/721dwnEVPzedya8z3WzD05O+3dObnf7RHrvlKubLlmzm3pui/Xc59qSTv7PLfli/yWP/u8bmmuuqW8OT7leK2StvuZTyPw+PHj4eOPP56W1IgOPT1r6kpzyqhezt3HlJ5PGXsEPmvtMXTy15G048yy75TnSK3rIqCvK76mrutcx+5m7vnPzSv1Ja3wHfnrsMeh5y+xPZKtx6fnPxIr9gqBqQTix4rjx2SfP38+NZX4YRhee+214Y9//ONwNReEuiApXZ4c5cSX7F38MqvQdF9eR7z7c35tnXV87fPI11qja2ZbrEtPKU59Z5/XzPPSulRPNtf2edaZ4otc9a46jPsmoP+Y8Dd+5+o4ejllH61a4nIuFqW6c/lon8rXGDXG7FP56mlMjmKnjt5bzs19yD+2H8XVdKRXGnOOtEqx2NYlEOz3zDt6y18f6xL4tprXy/Uzq8zPc6WsnKm+yM/1ZZN2jK6b42u1c5zrKcdt55q3+qz15Gfi81p8zy4ezrmXs4Y/11Mfa2hP1cgcp66n1lsjHn5rULyrkZnK61+bpZj897i3HqPb08h+acZY8oVtrSczkLbbcw+lGPWqvjxfvmxTbNaXXXkx5lz1UPIpv6TreYo79Rj/5iCfGlxGfYt/t3HXv8V4q0uVuNypPVvVLNWLWr16rV5LmmvYTllzDIPYU8Rt3Vfo+3l4zbm+Nc7jHBr5m885ephScw/f5Kb0u/fY4CmmPt9731P60/5yTs3ucfH3Q1zGxHvu2nPV935iXvo7rNg1etgTgzX2g8blE6h9fdfsvmPFxKg/+js01SfdnCe9kj9sHh/r2t8xj4u51tK9hvGUe8rnsoRf7cymaK7Zz5S6e4iF3zanoL9Per3Q6F9rskUHee5dhU8xGt2mefhq56mYMWPEKE71NIbd9xD2uU+t19BT/drYyq35XCvmWud62VfyOwPpKE/rXl74z/XEBSF/5jPY4tzO9iPGW2zm2jR1KVW6GHNbvtTqcajlRl6tptfI+i1fjj3Fem/9iKv2vsf+1NvRRn1T9W+gR2dQYyG7mJU4KabkO7dNfY/pUbGlnkv5JVsp95S2LXsKPlvqn5LTnmvp6zCzFn+NsQfFlvaT80sxR7KJm8a1917jHfaxNcfGqfdaTfkZz0Pg3OfSq9/zn4faN1XP3V+vfs//zU72OTt1/0vq1XLDPvX1csxp1Orl3Fbtli/rxLpVs+dr1arlhr2VV+pxCxufINyC6jLNUReEtQslt6sNXX60fIqtjZ4rPY91f9hzjPvd53bN5de6pBe2kl+20PC597rVXH2rN1/LFmO2Z1v0XYqJuNLT2mf2ha5s0ppSSzkxus4U3cibW9PrL517D0t7ihdzPXpxj3X+BpDjlBNjzed2zbOu60yZSy9ySpo1v9tVT/nuk00xMfb8HjtlXtKVTX34ujb3moqRTTpax6iY7JM9YuTLNq3ld90p8zH5qiXdyMk271VxHqM62aa1/MqNUb6Stsf15iVtz9F+SnHeg3JynMfIl21ayy8t2WOdfWELf7b3cqRdGsfmjq3peqqnXPeFLa8VXxtL8bK5nurVdGRXbqw9X+sYc0zJphjXyPPIW/KM2ZP6UB3vQbYYS1qeK3+2aS2/NGWvaStu7+OYfURM3v9a+6rpbllzau/OqJTrfu3HbZrLJw3ZYy2fbLW1cmuj8sOvubRqOT175IdWS0e1Qsvj3K65+3u1e/5WX1vU6/VT8sOvRGV9W+troVZtzNnk3Dk5WSPWc/ot6bRsa/UaNUKr9tR8rT22fLU6si/JlcbWIxeEWxOert+9IMyXGb7WRU3p8qPl67UpvaiVH68fvhxT8ktPY44JHfeNqRnx8Se0XM/nWWfKuqWjXlt6isk6spdyc2wpRvml2JrP7SXNki1yooaevA77HF3pnXJUn2vV1DeXeNGvvfBnu699Hj352rU1X6Nvr5Frjlmrl6zj9txnjs3riFd+zm2ts47WoRVzPb7WXLERU5vLJx2NtXi3KzfqxR+tc4w0Y1Sc25bMc61Yq07Jp/o1n/tzTO4zYmsx0sk5c9eqpb1JR3av5z35PHK0VnysZZOmjyV96Xicz13b7b157iOva/k5ztel/uXPvryu1Qu7NBSjtTS0LsUqJ4/KjTGevHbN8Gut+FjLJm1puN3nilM9Xy+Z5xqxVo2ST3uImJpfMeHPMd6r9uzx7ve5Ytw2de71oq8pj8fnXlw3a3pe9m21PkfN1l6iH2eW+yv5I1452a9a2a61zkNxeS17bezVreX17N6HaihHvZfWis0xit1yPGftvC/4ZSLrreNr69RP7zxb/Zy631avrT6X+Fp7bPl6NZfk9rTX9nNBuDbR5XrdC0JdbvhlzfKy6ymoPylqfcp+VVM9rDX6HmK+VR3vd82auefoP9u8dp7X9ps1aro5Lutfw1pv6q5hL7U9aI/xzU7zWmy2b/ENUj3M0VZu7jOvS3Elm/J6vbRypTF2bNWKOvFHMVqP0VaPyi3lKKbkC1vk9mJyrnK8rs9zvOtrLo0cW1p7TskfNsWU/LVaymn1XtLr2dbW69WLfWiPGns5Y/ziMybWY1r9SLPFSDGuGfOaPcfV1rlmXnte1Io/itHaY1pz9ar8UqxiSr7Ic7/PS/GnsNX20ust/Hk/0a/yarpb7OkcNZfuYw6fS9yn96z5ub5Oom7pa3bpWW6ZL2a5b7dvWT9r5z6y/1LW5+LndTUPZj4vvTbIX/Jtxdxrar5VLWdQ2qPql3y9npbk9rTX9vMbjNcmulyve0EYJfyiJeZ7fy6t3xJPvxzz/eTzyLk5dop/q5q5h1OsexxO0YNq7KkX9XSUUd8g195vfLOW9pxv3Gv3o17W1i3pjamlGOdU0so2j5/KdWp81I4+PU99a8z9rbWeu0/vtdbL2r2vrVfr+1Ltc89y7n69XmhoPeacFKOcKT14TszHPlNix2ouifN9hE5eL9GOXDFeqjMl/xw1p/TnsXN79XPa29eU72/M/NR78Xq5v5Yvx+5l7T3HfOvH6+VaLV+O3dN67t/DyDsF88xqbr9ZZ8/r1h5bvt6eluT2tNfy8wnCtUiup9P9LcZ7v9yI/vzZe7/eK/M2AT/bKeeaY12nVVGfRFSM68z1SYtxGQF/Ezb3zUkpL2wle6vbiB/zDXeqrtc8ZW7UWlLP+465awUnX+dYX0fcGK6e4/PIbdUL/bG9uG5pvkRnyT57eyz1uqZN+y5xlm+NetKPcQ9PrZ8lZzlmX6G/FlfX0X7G9BAxS/YZtabWG9vXueJ6+3HW3uMUjqUaNV2dkde6hHlrP97/WG5j9Vx77Xmvh7F7yX1FXk8758Q615ujUdLdytbrL+9nbB+R19MuaeV6czRKukexrcmrppXPaC7bmn5Pr/Va3fKVdFs99HxRq/bUcsPeyqvprW2PC0L+zGew9nmE3r1nz5696AmXLlj0abPskz00p/giXrk5z31ZVzlh1zMnf2lO9OEapb7Un0aPly3neYz7avbQafmW+Fu6NZ/bo7bvIfcS63g8RvluixjZ/5xRzpEva7q9NJd2rhmxS31je3nw4EGptZe20gt96QXe47K/5YsiPX+1uYajp1nzu13y2k/LN2Yfypee9GXXOkaPafnli3jNs47bpVuyRV6253UpJttUX7W09rjsK9XxvNrc8yLGdVs+76WmLXtNM+yq4TGuXbIrL/tUL4+qIXvOm+qXTh6l63rqNWJ9rnXWiLXny1/Szr6cqxzFue5cX2jlXNUt2VW7NJb6yba8LumUbJFX6sf1SnmyKdfjw5bXio9Rvjm5ruNaskuz51O8etG6NkrX432f8tfyl9hVU/U0hqbPS2uvm3uUrvJidJvnap7rea5iNLrWkto5V/qnHH0vqut9ub9mjzz3xdrzsq58kVOaK76km7VzXc8dM1d9xZb0ckzEepz7s93XqtEaXUtxWcNjsk85pxq9l6hZ6ifH5Dj3e37YfT1mT66l+KzhMdmnnHOPY3r0GPUb+3G79hc2nyteY81Xsoct1/C1NGPMsbJ5zNx5rqleXc9jsn+qz+O9RmmP8qtmzpU94rLPc7PP8xR36vFnP/vZ8IMf/ODUZa+q3u9///vhpz/96eQ9PXny5GXO7e3tcHPz9p38UReEdzLSIi5MShcpEdbyJRmWEICAEWhdEFoYUwhcFIF4c7KHNyRbQzvKPudyHMNnTMzc+nPy9tbPnD3Ucq55b7U9Y4fApRHg7+myE4PfMn5kQ2ALAnFB+P3vf38L6cNo/uEPf1j9grD5bxD+5Cc/GX73u991AetTVaXAlq8Ujw0CRyHw85//nP9rcpTDZp+v/q/mtb9Jj/3Fc+37nPsl3eIjX2jni2T35do5Nvtb65au5y2p4Tp7m2v/MV7rHvfGnH4gMJUAfz+nErsbD7+7PFhBYC8EHj58uJdWLrKP+NHsLRgu/gThRdKkaQjsnACfINz5AdEeBCAAAQhAAAIQgAAEIAABCMwi8Jvf/GaIH3V9/fXXZ+UfPenevXtD3Bl88MEHk1G0fsS4+0tKJlcjAQIQgAAEIAABCEAAAhCAAAQgAAEIQAACBQKPHj0avvzyy+Grr74anj9/XojAVCMQl4NxyRcM136aP2K8djH0IAABCEAAAhCAAAQgAAEIQAACEIAABI5L4M033xw++uij4ZNPPhk+++yz4enTp8eFMWHn8WPF77333vDhhx8OwXDthwvCtYmiBwEIQAACEIAABCAAAQhAAAIQgAAEIFAlEBdc8SOyc35MtiqKYxEBfsR4ET6SIQCBUxKIf2g6/uz5afU41xf7nZvbyhPHiJnz1PJaNVs+7bPUi/J6NVv+rOuapTz5c56vS3k9v3Rzrts1z1o5J/t9fe55q9dz90Z9CEAAAtdCQN8vSq+58rX2WsqL+DG5Ld1L8WmfJQ7ytfZSyjsSvxYbfBCAwOUR4BOEl3dmdAyBwxKI37JZeyM2BUpJQ7/BM/tkH6MfuYr3eeT62uc9X8/vWj7v5YV/7hN1ao/34POI97XP5RujqVhx7q2jTunJ9bOO+31e0ppiy1p57ftyXY/zufr2WObbE4gziCfOS+fhtu07oAIEILA3AnoN8L5qr+kes2Su1x9p+Lo291jN89jLzfFrrKNmfuCXibCGAAQgsC0BPkG4LV/UIQCBHRKIN5x60+nzaDXbS29YS1vyN9PSUe5cX+jMzW3lef/q0W29eWam+FLNls9r1zSVP3eco1vah/eqXko2+WLs+T22Ne/1M2ePrXpr+aKvS3qmnFdtbzX7JXGgVwhAYB4Bfy32+Ty1ZVm97xuhXuuxlLusm3HZ3o/Px2WvG1VikL9H1Hos5a7bHWoQgAAEtiPAJwi3Y4syBCCwAwJ6Qxdv5OY8kac3e9Kao7PHnK325ZzmcndePY2e37XWmvfY1fy9Xtdmt9Z+0YEABCAAgf0R6H1PWdLxEb4fwW/JVwi5EIDANRLggvAaT5U9QWBHBPQGM96E+Ty3KF/Y8xs2903Jy7FL17kv12v16HHXPg8Ozimvl+6/pacz8Pq1ehGjeMWMyVPsGmNpL95Dyb9G3azhHLx+xNV8bpeect0nm2I0jolRbIw5XmvXly3i3V7Kr2lLI+d7PHMIQAACcwnoNSby9TojW6x9PrVG5Epzam6Oz1p5neNPtRafqKe9yga/U50CdSAAgWsmwAXhNZ8ue4PADgjoDZu/ufR5tNhal3zaVsmnN4yKyWvZjz5mduIR9tozhuWYmJr+Urtq1/ZW0veckr9k6+n3/CXNsKmXmn+OvXeeuVdf+zxq57X6bdlLPed4rWOsPV5L8R6bbb72eeTktWtrrjiv4XOPcztzCEAAAjUC+bVH63g9ibnWke/zmt6W9j2+xmUmWsNvy68EtCEAgaMR4ILwaCfOfiFwJgJbvdmMN4inek5Z6xR78v34G+1T1J5TQz3Oyc05WUv/gTH267TEzmuM8Y+t5bpT51vVkG7mOLY/56McaWpdG8fG1fLH2sfU0f5L+xlbhzgIQOAYBPSaUnu9kH8ODb0Wzcm9lBzxgd+lnBh9QgACl0iAC8JLPDV6hgAEXhHQG8ZXhg0nrVq1N6wbtrNI2vdyCf9h0eqx5VsEqZLcY9fz1/qt2SttXLTZGV3qRmIPcWZ6rmFP2gsjBCCwDQF/nffXjyXVXHOJziXk+l7hdwknRo8QgMClEeC3GF/aidEvBCBQJVB6sxi2kr0qkhyRO+Y//PNlgefN9UUrc3NbeWmLqy1zTRfOPufjcaV5jo31ls+SXnt9zdnLlv30+m35fS9LzmRJbqs/fBCAAAT2RMBfM9fqK2vq9XTJ942cu1avS3XyXpfqRX7WvGZ+a/BCAwIQuH4C9549e/bi+rfJDiFwWQQePHhwWQ03utWbrQjJbzpjrSfHyR6j+2RXrvtkU4znus9zFCt/9smuuN6o/FLeXF9tH+plDd3QKvWsGj6qnts81/1uj3j5avaSpnJKPtk8xrXdrlj5s092xcmf7dkf61KM8t3vNul4rvvdHrHy1ezS83puq82lW8qr+dwuXfXV8inWY5QnX2n0ePlznsdM8Umvla+YPEZO1NKY/awhAIHjEWi9HvjrTImMXk/ky69lsmss6XmO/G6bmhvxpXzprD3Cb22i6EEAAhC4S+DJkycvDbe3t8PNzdt3nFwQ3sHBAgL7IHBNF4T7IEoXEIAABCAAAQhAYBsCfqnl822qXZ+qM/P59e2UHUEAAhA4P4HWBSH/BuH5z4cOIAABCEAAAhCAAAQgAIELJhAXW/Gc8tN2F4zrW63D71tIMEAAAhA4OQEuCE+OnIIQgAAEIAABCEAAAhCAwLUQ4FJw2UnCbxk/siEAAQisRYBfUrIWSXQgAAEIQAACEIAABCAAAQhAAAIQgAAEIHCBBLggvMBDo2UIQAACEIAABCAAAQhAAAIQgAAEIAABCKxFgAvCtUiiAwEIQAACEIAABCAAAQhAAAIQgAAEIACBCyTAv0F4gYdGyxCAAAQgAAEIQAACEIDA/gjUfguvfgmHdzz2395TbilevtAt+b1entdy3a6cqdrKmzpG7VKtJT0pt6db8rf630q3VRMfBCAAgS0JcEG4JV20IQABCEAAAhCAAAQgAIGrJ6DLotZGp15AhVboKs/n2Vdat3rpaalmS2NN3yXz67HM/jW5oQUBCEBgTQL8iPGaNNGCAAQgAAEIQAACEIAABA5HIC7U1r5UyxdLoT/mIu0S4V8SvyOdyyV+LdEzBCAwnwCfIJzPjkwIQAACEIAABCAAAQhAAAKjCPjlXukyUf6Sr1RgTFxNs5ervKjbiy31toWt15P8Y/sdEzdVc0+8tjgDNCEAgesmwAXhdZ8vu4MABCAAAQhAAAIQgAAEdkDAL6Ti4snXS9ubq1e7APPe5mov3VPO36qnGoNcf856L+zm9E4OBCBwPAJcEB7vzNkxBCAAAQhAAAIQgAAEIHBCAn65VSs7JqaWW7P3NOX3iyzZaprnsI/paUxMqXflOQPFyac1IwQgAIFrJsC/QXjNp8veIAABCEAAAhCAAAQgAIGrJlC62LrqDV/I5jiXCzko2oQABF4R4ILwFQomEIAABCAAAQhAAAIQgAAE1icQl0VbPHMvoVr9tHxb7GGM5hY9baGpvYQ2nz4UDUYIQOBSCHBBeCknRZ8QgAAEIAABCEAAAhCAwNUSiEslv7SKCyZf50un0jrDiRjXyP5rWue99viN2XvWjJyebuT45eBR+I/hSQwEILBvAvwbhPs+H7qDAAQgAAEIQAACEIAABHZOwC+BNPdLonyp5L7W1jyvlKNaLY2Sz3XD79otX0lrDZvvQ/M1evK9uJ72rFpaj91LSzc0XHesJnEQgAAEzk3g3rNnz16cuwnqQwACdwk8ePDgroEVBCAAAQhAAAIQgAAEIAABCEAAAhBYQODJkycvs29vb4ebm7fvKPEjxndwsIAABCAAAQhAAAIQgAAEIAABCEAAAhCAwLEIcEF4rPNmtxCAAAQgAAEIQAACEIAABCAAAQhAAAIQuEOAC8I7OFhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQOBYBLggPNZ5s1sIQAACEIAABCAAAQhAAAIQgAAEIAABCNwhwAXhHRwsIAABCEAAAhCAAAQgAAEIQAACEIAABCBwLAJcEB7rvNktBCAAAQhAAAIQgAAEIAABCEAAAhCAAATuELh/Z8UCAhCAAAQgAAEIQAACEIAABCYTePz48Z2cjz/++OXa7WHz9Z2EtFB+Ml/tMnPR/t0Ov6s9fjYGAQjsgACfINzBIdACBCAAAQhAAAIQgAAEIHC5BOISKy6v9Md3oosut8Vcds/xeY6/5jX8rvl02RsEIHApBLggvJSTok8IQAACEIAABCAAAQhAYHcEdLk1pzFdEubcmj3HXcMaftdwiuwBAhC4BgJcEF7DKbIHCEAAAhCAAAQgAAEIQGA3BI50wbcFdPhtQRVNCEAAAm0CXBC2+eCFAAQgAAEIQAACEIAABCCwmEBcei35tNziBi5cAH4XfoC0DwEI7J4Av6Rk90dEgxCAAAQgAAEIQAACEIDApRCIS0A9fBJOJMaP8BvPikgIQAACaxLgE4Rr0kQLAhCAAAQgAAEIQAACEDg0AV0Kajw0jBmbFzeNMyRIgQAEIACBGQTuPXv27EXO+//+3b/LJtYQgAAEIAABCEAAAhCAAAQgAAEIQAACEIDATgnc/8Uvmp09efLkpf/29na4uXn7Tmz1R4z/73//73cCWUAAAqcj8ODBg9MVoxIEIAABCEAAAhCAwGICtR+NlT0+ERdzjVFQn5JTjNsWN3RhAjUGsoubRmelGLdd2PZpFwIQgMBiAv/no48WaVQ/QcgF4SKuJENgEQEuCBfhIxkCEIAABCAAAQhAAAIQgAAEIHAoAnFBuOQThPwbhIf6cmGzEIAABCAAAQhAAAIQgAAEIAABCEAAAhC4S4ALwrs8WEEAAhCAAAQgAAEIQAACEIAABCAAAQhA4FAE7v/rvz791obfHYahZP9WIAYIQGATAu+8w79BuAlYRCEAAQhAAAIQgAAEIAABCEAAAldI4I1hGP7X/5q/MT5BOJ8dmRCAAAQgAAEIQAACEIAABCAAAQhAAAIQuHgC1d9ifPE7YwMQgAAEIAABCEAAAhCAAAQgAAEIQAACuyPw7NmXw+effzJ88cVnw9On3/7J1t01vIOGHj58OHzve+8N7777aHjjjTdX74gLwtWRIggBCEAAAhCAAAQgAAEIQAACEIAABCBQIhCXg//8z78c3nrrreH9998f7t/naqrEqWT7+uuvh3/5l18Nf/VXP179kpBTKBHHBgEIQAACEIAABCAAAQhAAAIQgAAEILA6gfjk4M3NzRCfiIvnxYsXq9e4VsG4TP2Lv/juy09fPn78warbPNsF4V//9YevNvJP//Q/Xs19EjE1n8etOd9jzdyTs9PenZP73R6x7ivlypZr5tyWrvtyPfeplrSzz3Nbvshv+bPP65bmqlvKm+tTncgv6crPOI/Aj370ePj1rz+el1zICj09a+pKc8qoXs7dx5SeTxl7BD5r7TF08teRtOPMsu+U53iUWuIN66Oc+DH3OffrfG5eibK0wnfkv289Dj1/ie2RbD0+Pf+RWLFXCEwlED9W/OjRo+H58+dTU4kfhuG1114bvvjij8PVXBDqkkQXLkc85SV7F7/MLV9A5XXE13Kzlq+zjq99Hjlaa+zpuF/znOtrn5fisz+vlVMaPdbnEetrn/d8pTrY9k1A/zHhb/zO1XH0cso+WrXE5VwsSnXn8tE+la8xaozZp/LV05gcxU4dvbecm/uQf2w/iqvpSK805hxplWJPZYue9tBHbb/RW+ZWi8U+jYBzzZzz10T+OvFcVVXOVF/k5/qySTtG183xtdo5zvWU47ZzzVt91nryM/F5Lb5nFw/n3MtZw5/rqY81tKdqZI5T11PrrREPvzUo3tXITOX1r81STP573FuP0e1pZL80Yyz5wrbWkxlI2+25h1KMelVfni9ftik268uuvBhzrnoo+ZRf0vU8xZ16jH9zkE8NLqO+xb/buOvfYjznImsM4rjcqT1b1SzVi1q9eq1eS5pr2E5ZcwyD2FPEbd1X6Pt5eM25Pj+Prfv3Wkvn+ZvPUr2t8/fwTW7rPZ5SP3iKqc9P2cPWtbS/XKdm97j4+yEuY+I9d+256ns/MS/9HVbsGj3sicEa+0Hj8gnUvr5rduNi6aEAACAASURBVN+xYmLUH/0dmuqTbs6TXskfNo+Pde3vmMfFXGvpXsN4yj3lc1nCr3ZmUzTX7GdK3T3Ewm+bU9DfJ71eaPSvNdmigzz3rsKnGI1u0zx8tfNUzJgxYhSnehrD7nsI+9yn1mvoqX5tbOXWfK4Vc61zvewr+Z2BdJSndS8v/Od64oKQP/MZbHFuZ/sR4y02c22aupQqXSy5LV9q9TjUciOvVtNrZP2WL8eeYr23flpcT8GDGnUC+qbq30Dr0dfpyQxqLGRXfImGYkq+c9vU95geFVvquZRfspVyT2nbsqfgs6V+j5POJ/egvjSGjmJLmjm/FIPt+gjo60Pj2jusfV2FfWzNsXHqvVZTfsbzEDj3ufTq9/znofZN1XP316vf83+zk33OTt3/knq13LBPfb0ccxq1ejm3VbvlyzqxbtXs+Vq1arlhb+WVetzCxicIt6C6THPUBWHtQsntakOXMy2fYmuj50rPY90f9hzjfve5XXP5tS7pha3kly00fO69bjVX3+rN17LFmO3ZFn2XYiKu9LT2mX2hK5u0ptRSToyuM0U38ubW9Pp7mseLuR69uMc6fwPIccqJseZzu+ZZ13WmzKUXOSXNmt/tqqd898mmmBh7fo+dMi/pyqY+fF2be03FyCYdrWNUTPbJHjHyZZvW8rvulPmYfNWSbuRkm/eqOI9RnWzTWn7lxihfSdvjevOStudoP6U470E5Oc5j5Ms2reWXluyxzr6whT/beznSLo1jc8fWdD3VU677wpbXip8ySruX47UiNtdXftbzPPmyTWv5pSW76snOuE8CY84rYvI5r7Wbmu6WNaf27oxKue7XftymuXzSkD3W8slWWyu3Nio//JpLq5bTs0d+aLV0VCu0PM7tmru/V7vnb/W1Rb1ePyU//EpU1re1vhZq1cacTc6dk5M1Yj2n35JOy7ZWr1EjtGpPzdfaY8tXqyP7klxpbD1yQbg14en63QvCfMHia13U+AWM/C1fr03phVZ+pC97jin5pacxx4SW+6StMcdrHTkx1zrifa78OWNLR722dBWTdWQv5ebYUozyS7E1n9tLmiVb5EQNPXkd9jm60jvlWGK1pL6+ucSLfu2FP9t97fPow9eurfmSXpXrNXLNMWv1knXcrloac2xeR5zylTNmzDpah1bM9fhac8VGTG0un3Q01uLdrtyoF3+0zjHSjFFxblsyz7VirToln+rXfO7PMbnPiK3FSCfnzF2rlvYmHdm9nvfk88jRWvGxlk2aPpb0peNxPndtt/fmuY+8ruXnOF+X+pc/+/Ja9bQfrZeOqi+dWMdTqu+xPo94rdVfrGWTto81fY/xuXTdxvzbBJxr8J/yeHzm7bpZ0/Oyb6v1OWq29hL9OLPcX8kf8crJftXKdq11HorLa9lrY69uLa9n9z5UQznqvbRWbI5R7JbjOWvnfcEvE1lvHV9bp35659nq59T9tnpt9bnE19pjy9eruSS3p722nwvCtYku1+teEO79Ekb9CYXWfrkk31ajaq6t73tY+5Kp1uuaNXPPwSnban2EvcY1a9R0c1yr1ta+6EXPmn3pTZ20r3HUHuObneZj97nFN0j1MEdbub3+S3Elm3R6vbRypTF2bNWKOvFHMVqP0VaPyi3lKKbkC1vk9mJyrnK8rs9zvOtrLo0cW1p7TskfNsWU/LVaymn1XtLr2dbW69WLfWiPGns57s/95rXHiplqhi/msntsaa64MTVK+aX9SbMUj209ArUz6/EPf+vcarrrdf6Nkno9Zc1vqs+bzen1EvfpPWsexDSfw2Ee8T9nRT3VXqJzqlz1mvt2+6l6iTq5j1PWXrPWufh5Xc1jXz4v/Z2Qv+Rbk4treU3N3b/2XDVKe2z5en0sye1pr+3nNxivTXS5XveCMEr4hYZfdCwvv43CpfVbouCXY76ffB45N8dO8W9VM/dwinWPwyl6UI0WV8UwbkNA3yDXVvc3i6Vv6mvX6+lttc9S3TG1FOOcSlrZ5vFTuU6Nj9rRp+epb425v7XWc/fpvdZ6Wbv3tfVqfS+1O9PQ0nps/4pT3th+PD7mY58psWM1iesT8POK6LzuK7Qj9HXUjlrXe46ac3cwt1c/p0v/u3PqvXi9fG4tX47dy9p7jvnWj9fLtVq+HLun9dy/h5F3CuaZ1dx+s86e1609tny9PS3J7Wmv5ecThGuRXE+n+1uM93TRUtp29OfP3vv1Xpm3CfjZTjnXHOs6rYr6JKJiXGeuT1qMywj4m7C5b05KeWEr2VvdRvyYb7hTdb3mKXOj1pJ63nfMXSs4+TrH+jrixnD1HJ9Hbqte6I/txXVL8yU6S/bZ22Op1zVt2neJs3xr1JN+jKUnaq1Zz7VUu1Q32yKv1mOOzevIm1Ir57M+H4HeufnXk3c55eulVKOmGzVaPu9hT/OxPY/lNlZvSwa9HsbuJfcYeT3tnBPrXG+ORkl3K1uvv7yfsX1EXk+7pJXrzdEo6R7FtiavmlY+o7lsa/o9vdZrdctX0m310PNFrdpTyw17K6+mt7Y9Lgj5M5/B2ucRevc+/fRPL7Lwu3/3t8Pnf/8Pr8ylCxZ9Kir7ZI/kKb6IV27Oc1/WVU7Y9czJX5oTfbhGqS/1p9HjZct5HuO+mj10Wr4l/pZuzef2qO17yL3EOh6PUb7bIkb2P2eUc+TLmm4vzaWda0bsXJ/nxryk7b288853fHlnXnqhL73Ae1z2t3xRrOe/09DIRU+z5ne7Smk/Ld+YfShfetKXXesYPablly/iNc86bpduyRZ52Z7XpZhsU33V0trjsq9Ux/Nqc8+LGNdt+byXmrbsNc2wq4bHuHbJrrzsU708qobsOW+qXzp5lK7rqdeI9bnWWSPWni9/STv7cq5yFOe6c32hlXNVt2SXz/NyH3kdsa3H4yPO67Z8EZv9tTrS9PiwaS1/LR97n4CzjHnmK38ouS8r57PIeRHvtpxf08+6ynOtHFPyuU0aqunrc8xLvfme3F+zl/biedqX8uWLdWmu+JJu2JRT83t+b+5aNb0ck+Pcrz1GTNh93etFOTkua9Tq5bxTrL2XqJd7DVuOyXHu9/yw+3rMflxL8VnDY7JPOecex/ToMeo39uN27S9sPle8xpqvZA9bruFracaYY2XzmLnzXFO9up7HZP9Un8d7jdIe5VfNnCt7xGWf52af5ynu1ON/+28/G37wgx+cuuxV1fv9738//Pt//9M7e3rjbz4anv3jL+7Y8uL58ycvTbe3t8PNzdt33KMuCO9kpEVcmNQuO1q+JMMSAhAwAq0LQgtjCoGLIhBvTvbwhmRraEfZ51yOY/iMiZlbf0reXvqY0jOxEIDA9RHgtWjZmcJvGT+yIbAFgbgg/P73v7+F9GE0//CHP6x+Qdj8Nwj/43/8D8PHH///XcD6VFUpsOUrxWODwFEI/Of//F+HR494UTzKeR99n/HmPJ5rf5N+lH3O/Xpu8ZEvtPdwkax+YtxDP3OZkwcBCFw2AV6Dlp0f/JbxIxsCWxF4+PDhVtKH0I0fzd6CYfOC8D/9p/9yCLhsEgIQgAAEtiVwlAuWo+xz7ldLi0/LN7fekry99bNkL+RCAAKXS4DXomVnB79l/MiGwFYEvve994b//b+fDK+//vpWJa5a9969e0MwXPvp/pKStQuiBwEIQAACEIAABCAAAQhAAAIQgAAEIHBMAu+++2j48ssvh6+++mp4/vz5MSHM3HVcDv7P//lkCIZrP81PEK5dDD0IQAACEIAABCAAAQhAAAIQgAAEIACB4xJ44403h3/7bz8aPv/8k+GLLz4bnj59elwYE3YeP1Ycnxz8N//mwyEYrv1wQbg2UfQgAAEIQAACEIAABCAAAQhAAAIQgAAEqgTiguvx4w9e/qkG4TgpAS4IT4qbYhCAwBIC+qUBe/73ZFo9zvUFs7m5Y/JCfw7T0C7ljalZytM+Sz5p1nod48+6nlPSlT/nRayeiJnql25oeK7bpV/yu01xMfZ68dhTzPfWzyn2TA0IQAACpybg3zvy9wf5st17rL1Wj8l1nUuda5/Rf+YkX7b7Xo/Oz1kwhwAELp8AF4SXf4bsAAKHIRBv0PRmbcmmSxp685d9so+p528SfR65vvZ5z9fzu5bPp+Tl2Fi3nqhTe7wHn0e8r30u3xhNxfq5lLTkD1/pyTlZ1/0+L2lNsWWtvFbfWdPjfK6+czzrbQnEGcQT56XzcNu21VGHAAT2SECvAd5b7TXdY5bM9fojDV/X5h6reR57uTl+jXXUzA/8MhHWEIAABLYlwC8p2ZYv6hCAwA4JxBtOven0ebSa7aU3rKUt+Ztp6Sh3ri905ua28kr9T7FlZsot1Wz5Il5PTVP+ueMc3dI+vFf1UrLJF2PP77Gtea+fOXts1VvLF31d0jPlvGp7q9kviQO9QgAC8wj4a7HP56kty+p93wj1Wo+l3GXdjMv2fnw+LnvdqBKD/D2i1mMpd93uUIMABCCwHQE+QbgdW5QhAIEdENAbungjN+eJPL3Zk9Ycnb3lzOUxZh/OaY06PY2ef0zPU2N6XxM1f6/XtdlN3RfxEIAABCBwOQR631OW7OQI34/gt+QrhFwIQOAaCXBBeI2nyp4gsCMCeoMZb8J8nluUL+z5DZv7puTl2KXr3JfrtXr0uL3N1Xdrb1N6Dj3XyuspWqXYlt6UvUSPilcd71u2LcfSXryHkn+LfpyD149aNZ/b1ZNy3SebYjSOiVFsjDlea9eXLeLdXsqvaUsj53s8cwhAAAJzCeg1JvL1OiNbrH0+tUbkSnNqbo7PWnmd40+1Fp+op73KBr9TnQJ1IACBaybABeE1ny57g8AOCOgNm7+59Hm02FqXfNpWyac3jIrJa9kZ/0xAfMQyxtqj2Jo/7GNiWvlLfKqtvYzR8pwx8RHT0+/5a3XUS80/x947z9yrr31e2rf6zXFuL/Wc47WOsfa4puI9Ntt87fPIyWvX1lxxXsPnHud25hCAAARqBPJrj9bxehJzrSPf5zW9Le17fI3LTLSG35ZfCWhDAAJHI8AF4dFOnP1C4EwEtnqzGW8QT/Wcstap9pTrbHVOuc6ctf5jYE5uzsla+g+Msfv3r4WsFbXG+MfWyr1PWW9VQ7qlvY/pz/koXppa18axcbX8sfYxdbT/0n7G1iEOAhA4BgG9ptReL+SfQ0OvRXNyLyVHfOB3KSdGnxCAwCUS4ILwEk+NniEAgVcE9IbxlWHDSatW7Q3rhu0skr60/5ho9dvyLYJUSfavg1Ltnr+UE6Vq9kobF212Rpe6kdhDnJmea9iT9sIIAQhsQ8Bf5/31Y0k111yicwm5vlf4XcKJ0SMEIHBpBPgtxpd2YvQLAQhUCZTeLIatZK+KJEfkjvkP/3xZ4HlzfdHK3NxWXtriastc04Wzz/l4XGmeY2O95bOk115fc/ayZT+9flt+38uSM1mS2+oPHwQgAIE9EfDXzLX6ypp6PV3yfSPnrtXrUp2816V6kZ81r5nfGrzQgAAErp/AvU8//dOLvM13/+5vh8///h+ymTUEIHAiAu+8850TVdq+jN5sRaX8pjPWenKc7DG6T3bluk82xXiu+zxHsfJnn+yK643KL+XN9dX2oV7m6iovdEr9Sj+Pnief57vf7RErX80uvRgVo5ySTzaPUV743K5Y+bNPdsXJn+3ZH+tSjPLd7zbpeK773R6x8tXs0vN6bqvNpVvKq/ncLl311fIp1mOUJ19p9Hj5c57HTPFJr5WvmDxGTtTSmP2sIQCB4xFovR7460yJjF5P5MuvZbJrLOl5jvxum5ob8aV86aw9wm9touhBAAJHIvDG33w0PPvHXzS3/Pz5k5f+29vb4ebm7TuxXBDewcECAvsgcE0XhPsgShcQgAAEIAABCEBgGwJ+qeXzbapdn6oz8/n17ZQdQQACENiWwNILQv4Nwm3PB3UIQAACEIAABCAAAQhA4MoJxMVWPKf8tN01IYXfNZ0me4EABC6VABeEl3py9A0BCEAAAhCAAAQgAAEInJ0Al4LLjgB+y/iRDQEIQGAtAvySkrVIogMBCEAAAhCAAAQgAAEIQAACEIAABCAAgQskwAXhBR4aLUMAAhCAAAQgAAEIQAACEIAABCAAAQhAYC0CXBCuRRIdCEAAAhCAAAQgAAEIQAACEIAABCAAAQhcIAH+DcILPDRahgAEIAABCEAAAhCAAAT2R2DMb+EdE+M70y/wCFv+9/rky3bPr82Vu7Zurd4Y+xg2Y2K81hb7dE3V8jOQ322KY4QABCCwVwJcEO71ZOgLAhCAAAQgAAEIQAACELgIAroQWrvZ0PVLJl/X5mN68NyI93VtPkZ3bkzU3OLxvYS+r2vzsX34uXjOUl3XYg4BCEDglAT4EeNT0qYWBCAAAQhAAAIQgAAEIHB1BOKyqHZh5JuNy6M1Hr+ECr0xtcfULemu1XOr/jXza+0bHwQgAIE9EeAThHs6DXqBAAQgAAEIQAACEIAABK6SgC7fahdusvtln89LUJQTvlKs/NmX1yXtvdliL9G39pT7k9335vMcH2vlxLwUK3/LV8pVXskXNh4IQAACeyTABeEeT4WeIAABCEAAAhCAAAQgAAEIGIG4dPKLqt7aUqtTXWS5bjX4wh09Xtnf264z81yfh0Ze93TxQwACEDgXAS4Iz0WeuhCAAAQgAAEIQAACEIDAIQiMuSTyC6cxUMbE92LkH9PfmJ62ihnTn/Yytocx8bWYmj1qt3xjeyMOAhCAwDkI8G8QnoM6NSEAAQhAAAIQgAAEIACBQxGIS674E4/GsQDGXJCN1brUOPhd6snRNwQgcCkEuCC8lJOiTwhAAAIQgAAEIAABCEDgIgnEp8r0JzYw5VNmW1wOTr2gPDd0sRM3jWP6gt8YSsRAAAIQGAYuCPkqgAAEIAABCEAAAhCAAAQgcGYC/gk5tZIvt3SxFxdkmiu2NJY0S3GyZd1cX3F7HEt7zf3HOp68z9p+Spq12Cm6LQ18EIAABM5FgH+D8FzkqQsBCEAAAhCAAAQgAAEIXAUBXTzFZjQvfcpNvhhL/hIM5WRfvuQaqxc6rVz3TdHM/U1Z+x41L9WWL8aSv1RTOdnn+wzfWD3Fuq7nLtHNPbKGAAQgcEoC9z799E8vcsF3/+5vh8///h+ymTUEIHAiAu+8850TVaIMBCAAAQhAAAIQgAAEIAABCEAAApdO4I2/+Wh49o+/aG7j+fMnL/23t7fDzc3bd2L5EeM7OFhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQOBYBLggPNZ5s1sIQAACEIAABCAAAQhAAAIQgAAEIAABCNwhwAXhHRwsIAABCEAAAhCAAAQgAAEIQAACEIAABCBwLAJcEB7rvNktBCAAAQhAAAIQgAAEIAABCEAAAhCAAATuEOCC8A4OFhCAAAQgAAEIQAACEIAABCAAAQhAAAIQOBYBLgiPdd7sFgIQgAAEIAABCEAAAhCAAAQgAAEIQAACdwjcv7NiAQEIQAACEIAABCAAAQhAAAKTCfzoR4/v5Pz61x+/XLs9bL6+k5AWyk/mq11mLtq/2+F3tcfPxiAAgR0Q4BOEOzgEWoAABCAAAQhAAAIQgAAELpdAXGLF5ZX++E500eW2mMvuOT7P8de8ht81ny57gwAELoUAF4SXclL0CQEIQAACEIAABCAAAQjsjoAut+Y0pkvCnFuz57hrWMPvGk6RPUAAAtdA4N6nn/7pRd7Iu3/3t9nEGgIQgAAEIAABCEAAAhCAAAQgAAEIQAACENgpgWf/+ItmZ8+fP3npv729HW5u3r4TW/w3CD//+3+4E8QCAhA4LYF33vnOaQtSDQIQgAAEIAABCEBgFoExn4BTTB69oHxuO8J8zL4Vk0fnI5/bmEMAAhCAwHgCxQvC8elEQgACEIAABCAAAQhAAAIQgIAIxEWVniP9qLD2vHSE31KC5EMAAhCYR4B/g3AeN7IgAAEIQAACEIAABCAAAQh8i4AuBTV+KwBDk4C4aWwG44QABCAAgdUIcEG4GkqEIAABCEAAAhCAAAQgAIGjEYiLLP/U29H2v3S/8FtKkHwIQAAC6xDggnAdjqhAAAIQgAAEIAABCEAAAgcloEuuuCiMP/7pt9rlods113g0jPA72omzXwhAYI8Eir/FeI+N0hMEjkSAX1JypNNmrxCAAAQgAAEIQAACEIAABCAAge0JtH6LMZ8g3J4/FSAAAQhAAAIQgAAEIAABCEAAAhCAAAQgsFsCXBDu9mhoDAIQgAAEIAABCEAAAhCAAAQgAAEIQAAC2xO4/5d/+XD7KlSAAAQmEXjwYFI4wRCAAAQgAAEIQAACEIAABCAAAQhAoEngyZO6m08Q1tnggQAEIAABCEAAAhCAAAQgAAEIQAACEIDA1RO4f/U7ZIMQgAAEIAABCEAAAhCAAAQgAAEIQAACuyHw5ZdfDp988snw2WefDU+fPt1NX3tu5OHDh8N77703PHr0aHjzzTdXb5ULwtWRIggBCEAAAhCAAAQgAAEIQAACEIAABCBQIhCXg7/85S+Ht956a3j//feH+/e5mipxKtm+/vrr4Ve/+tXw4x//ePVLQk6hRBwbBCAAAQhAAAIQgAAEIAABCEAAAhCAwOoE4pODNzc3Q3wiLp4XL16sXuNaBeMy9bvf/e7LT19+8MEHq27zbBeEP/zhD19t5Le//e2ruU8ipubzuDXne6yZe3J22rtzcr/bI9Z9pVzZcs2c29J1X67nPtWSdvZ5bssX+S1/9nnd0lx1S3lLfaVeSz1gm0bg8ePHw8cffzwtqREdenrW1JXmlFG9nLuPKT2fMvYIfNbaY+jkryNpx5ll3ynP8Si1xBvWRznxY+5z7tf53LwSZWmF78h/33ocev4S2yPZenx6/iOxYq8QmEogfqw4fkz2+fPnU1OJH4bhtddeG/74xz8OV3NBqMsXXbgc8ZSX7F38MrfQdF9eR7z7c35tnXV87fPI11qja2ZbrEtPKU59Z5/XzPPSulRPNtf2edaZ68s6qsu4LwL6jwl/43euDqOXU/bRqiUu52JRqjuXj/apfI1RY8w+la+exuQoduroveXc3If8Y/tRXE1HeqUx50irFHsqW/S0hz5q+43eMrdaLPZpBJxr5py/JvLXieeqqnKm+iI/15dN2jG6bo6v1c5xrqcct51r3uqz1pOfic9r8T27eDjnXs4a/lxPfayhPVUjc5y6nlpvjXj4rUHxrkZmKq9/bZZi8t/j3nqMbk8j+6UZY8kXtrWezEDabs89lGLUq/ryfPmyTbFZX3blxZhz1UPJp/ySrucp7tRj/JuDfGpwGfUt/t3GXf8WY10ILcP27ey43Kk9W9Us1YtavXqtXkuaa9hOWXMMg9hTxG3dV+j7eXjNub41zuMcGvmbzzl6mFJzD9/kpvS799jgKaY+33vfU/rT/nJOze5x8fdDXMbEe+7ac9X3fmJe+jus2DV62BODNfaDxuUTqH191+y+Y8XEqD/6OzTVJ92cJ72SP2weH+va3zGPi7nW0r2G8ZR7yueyhF/tzKZortnPlLp7iIXfNqegv096vdDoX2uyRQd57l2FTzEa3aZ5+GrnqZgxY8QoTvU0ht33EPa5T63X0FP92tjKrflcK+Za53rZV/I7A+koT+teXvjP9cQFIX/mM9ji3M72I8ZbbObaNHUpVboYc1u+1OpxqOVGXq2m18j6LV+OPcWafk5B+Tpq6JuqfwO9jp2N30VmUGMhu+JLFRRT8p3bpr7H9KjYUs+l/JKtlHtK25Y9BZ8t9XucdD65B/WlMXQUW9LM+aUYbNdHQF8fGtfeYe3rKuxja46NU++1mvIznofAuc+lV7/nPw+1b6qeu79e/Z7/m53sc3bq/pfUq+WGferr5ZjTqNXLua3aLV/WiXWrZs/XqlXLDXsrr9TjFjY+QbgF1WWaoy4IaxdKblcbupxp+RRbGz1Xeh7r/rDnGPe7z+2ay691SS9sJb9soeFz73WrufpWb76WLcZsz7bouxQTcaWntc/sC13ZpDWllnJidJ0pupE3t6bXX2OuPSztJ17M9ejFPdb5G0COU06MNZ/bNc+6rjNlLr3IKWnW/G5XPeW7TzbFxNjze+yUeUlXNvXh69rcaypGNuloHaNisk/2iJEv27SW33WnzMfkq5Z0IyfbvFfFeYzqZJvW8is3RvlK2h7Xm5e0PUf7KcV5D8rJcR4jX7ZpLb+0ZI919oUt/Nney5F2aRybO7am66mect0XtrxW/JRR2r0crxWxub7ys57nyZdtWssvLdlVT3bGfRIYc14Rk895rd3UdLesObV3Z1TKdb/24zbN5ZOG7LGWT7baWrm1Ufnh11xatZyePfJDq6WjWqHlcW7X3P292j1/q68t6vX6KfnhV6Kyvq31tVCrNuZscu6cnKwR6zn9lnRatrV6jRqhVXtqvtYeW75aHdmX5Epj65ELwq0JT9fvXhDmCxZf66LGLzzkb/l6bUpPFyoeL33ZckzJLz2NOSa03CdtjTle68iJudYR73PlzxlbOuq1pauYrCN7KTfHlmKUX4qt+dxe0izZIidq6MnrsM/Rld45Ru9X8zl96JtLvOjXXviz3dc+j/q+dm3N5/SYc7xGrjlmrV6yjtun1ox45efc1jr3oHVoxVyPrzVXbMTU5vJJR2Mt3u3KjXrxR+scI80YFee2JfNcK9aqU/Kpfs3n/hyT+4zYWox0cs7ctWppb9KR3et5Tz6PHK0VH2vZpOljSV86Hudz13Z7b577yOtafo7zdal/+bMvr1VP+9F66aj60ol1PKX6HuvziNda/cVaNmn7WNP3GJ9L123Mv03AuQb/KY/HZ96umzU9L/u2Wp+jZmsv0Y8zy/2V/BGvnOxXrWzXWuehuLyWvTb26tbyenbvQzWUo95La8XmGMVuOZ6zdt4X/DKR9dbxtXXqp3eerX5O3W+r11afS3ytPbZ8vZpLcnvaa/u5woiTXQAAFjpJREFUIFyb6HK97gWhLjL8smZ52fUU1J8UtT5lv6qpHtYafQ8x36qO97tmzdxz9J9tXjvPa/vNGjXdHJf1r2GtN3XXsJfaHrTH+GaneS0227f4Bqke5mgrN/eZ16W4kk15vV5audIYO7ZqRZ34oxitx2irR+WWchRT8oUtcnsxOVc5XtfnOd71NZdGji2tPafkD5tiSv5aLeW0ei/p9Wxr6/XqxT60R429HPfnfvPaY8VMNcMXc9k9tjRX3JgapfzS/qRZise2HoHamfX4h791bjXd9Tr/Rkm9nrLmN9Xnzeb0eon79J41D2Kaz+Ewj/ifs6Keai/ROVWues19u/1UvUSd3Mcpa69Z61z8vK7msS+fl/5OyF/yrcnFtbym5u5fe64apT22fL0+luT2tNf28xuM1ya6XK97QRgl/KIl5nt/Lq3fEk+/HPP95PPIuTl2in+rmrmHU6x7HE7Rg2rsqRf1dJRR3yDX3q+/WSx9U1+7Xk9vq32W6o6ppRjnVNLKNo+fynVqfNSOPj1PfWvM/a21nrtP77XWy9q9r61X63up3ZmGltZj+1ec8sb24/ExH/tMiR2rSVyfgJ9XROd1X6Edoa+jdtS63nPUnLuDub36OV36351T78Xr5XNr+XLsXtbec8y3frxertXy5dg9ref+PYy8UzDPrOb2m3X2vG7tseXr7WlJbk97LT+fIFyL5Ho63d9ivPfLjejPn733670ybxPws51yrjnWdVoV9UlExbjOXJ+0GJcR8Ddhc9+clPLCVrK3uo34Md9wp+p6zVPmRq0l9bzvmLtWcPJ1jvV1xI3h6jk+j9xWvdAf24vrluZLdJbss7fHUq9r2rTvEmf51qgn/RhLT9Ras55rqXapbrZFXq3HHJvXkTelVs5nfT4CvXPzryfvcsrXS6lGTTdqtHzew57mY3sey22s3pYMej2M3UvuMfJ62jkn1rneHI2S7la2Xn95P2P7iLyedkkr15ujUdI9im1NXjWtfEZz2db0e3qt1+qWr6Tb6qHni1q1p5Yb9lZeTW9te1wQ8mc+g7XPI/TuPXv27EVPuHTBok+bZZ/soTnFF/HKzXnuy7rKCbueOflLc6IP1yj1pf40erxsOc9j3Fezh07Lt8Tf0q353B61fQ+5l1jH4zHKd1vEyP7njHKOfFnT7aW5tHPNiF3qG9vLgwcPSq29tJVe6Esv8B6X/S1fFOn5q801HD3Nmt/tktd+Wr4x+1C+9KQvu9YxekzLL1/Ea5513C7dki3ysj2vSzHZpvqqpbXHZV+pjufV5p4XMa7b8nkvNW3Za5phVw2Pce2SXXnZp3p5VA3Zc95Uv3TyKF3XU68R63Ots0asPV/+knb25VzlKM515/pCK+eqbskun+flPvI6YluPx0ec1235Ijb7a3Wk6fFh01r+Wj72PgFnGfPMV/5Qcl9WzmeR8yLebTm/pp91ledaOabkc5s0VNPX55iXevM9ub9mL+3F87Qv5csX69Jc8SXdsCmn5vf83ty1ano5Jse5X3uMmLD7uteLcnJc1qjVy3mnWHsvUS/3GrYck+Pc7/lh9/WY/biW4rOGx2Sfcs49junRY9Rv7Mft2l/YfK54jTVfyR62XMPX0owxx8rmMXPnuaZ6dT2Pyf6pPo/3GqU9yq+aOVf2iMs+z80+z1Pcqcef/exnww9+8INTl72qer///e+Hn/70p5P39OTJk5c5t7e3w83N23fyR10Q3slIi7gwKV2kRFjLl2RYQgACRqB1QWhhTCFwUQTizcke3pBsDe0o+5zLcQyfMTFz60/J20sfU3omFgIQuD4CvBYtO1P4LeNHNgS2IBAXhN///ve3kD6M5h/+8IfVLwib/wbhT37yk+F3v/tdF7A+VVUKbPlK8dggcBQCP//5z/m/Jkc5bPb56v9qXvub9NhfPNe+z7lf0i0+8oX2Hi6S1Q9nOfe0yYMABNYgwGvQMorwW8aPbAhsReDhw4dbSR9CN340ewuGiz9BeAj6bBICJybAJwhPDJxyEIAABCAAAQhAAAIQgAAEIHASAr/5zW+G+FHX119//ST1rq3IvXv3hrgz+OCDDyZvrfUjxt1fUjK5GgkQgAAEIAABCEAAAhCAAAQgAAEIQAACECgQePTo0fDll18OX3311fD8+fNCBKYagbgcjEu+YLj20/wR47WLoQcBCEAAAhCAAAQgAAEIQAACEIAABCBwXAJvvvnm8NFHHw2ffPLJ8Nlnnw1Pnz49LowJO48fK37vvfeGDz/8cAiGaz9cEK5NFD0IQAACEIAABCAAAQhAAAIQgAAEIACBKoG44IofkZ3zY7JVURyLCHBBuAgfyRCAwCkJ6JcG7OEXGNT23epxri9qzc0dkxf6c5iGdilvTM1SnvZZ8kmz1usYf9b1nJKu/DkvYvVEzFS/dEPDc90u/ZLfbYqLsdeLx55ivrd+TrFnakAAAhA4NQH/3pG/P8iX7d5j7bV6TK7rXOpc+4z+Myf5st33enR+zoI5BCBw+QS4ILz8M2QHEDgMgXiDpjdrSzZd0tCbv+yTfUw9f5Po88j1tc97vp7ftXw+JS/Hxrr1RJ3a4z34POJ97XP5xmgq1s+lpCV/+EpPzsm67vd5SWuKLWvltfrOmh7nc/Wd41lvSyDOIJ44L52H27atjjoEILBHAnoN8N5qr+kes2Su1x9p+Lo291jN89jLzfFrrKNmfuCXibCGAAQgsC0BfknJtnxRhwAEdkgg3nDqTafPo9VsL71hLW3J30xLR7lzfaEzN7eVV+p/ii0zU26pZssX8XpqmvLPHefolvbhvaqXkk2+GHt+j23Ne/3M2WOr3lq+6OuSninnVdtbzX5JHOgVAhCYR8Bfi30+T21ZVu/7RqjXeizlLutmXLb34/Nx2etGlRjk7xG1Hku563aHGgQgAIHtCPAJwu3YogwBCOyAgN7QxRu5OU/k6c2etObo7C1nLo8x+3BOa9TpafT8Y3qeGtP7mqj5e72uzW7qvoiHAAQgAIHLIdD7nrJkJ0f4fgS/JV8h5EIAAtdIgAvCazxV9gSBHRHQG8x4E+bz3KJ8Yc9v2Nw3JS/HLl3nvlyv1aPH7XEevbf2NqXnrJXXU7RKsS298MUzZi8Ro3jVGZOn2DXG0l68h5J/jbpZwzl4/Yir+dwuPeW6TzbFaBwTo9gYc7zWri9bxLu9lF/TlkbO93jmEIAABOYS0GtM5Ot1RrZY+3xqjciV5tTcHJ+18jrHn2otPlFPe5UNfqc6BepAAALXTIALwms+XfYGgR0Q0Bs2f3Pp82ixtS75tK2ST28YFZPXsjOWCQTT2jOG5ZiYmv5Su2rnr4uWrue04tzX0+/5Xcvn6sVtS+e988y9+trn0Udeq9+WvdR/jtc6xtrjtRTvsdnma59HTl67tuaK8xo+9zi3M4cABCBQI5Bfe7SO15OYax35Pq/pbWnf42tcZqI1/Lb8SkAbAhA4GgEuCI924uwXAmcisNWbzXiDeKrnlLVOuSc/G5+fqoexdfQfA2PjW3FZS/+BMXb//rWQtaLuGP/YWq199Hxb1ZBuae+9njIfxUtT69o4Nq6WP9Y+po727+c9Vp84CEDgWAT0mlJ7vZB/DhW9Fs3JvZQc8YHfpZwYfUIAApdIgAvCSzw1eoYABF4R0BvGV4YNJ61atTesG7azWPqS/oOi1WvLtxhSQcC/Dkq1e/5STpSp2QstXLzJGV3qZmIPcWZ6rmFP2gsjBCCwDQF/nffXjyXVXHOJziXk+l7hdwknRo8QgMClEeC3GF/aidEvBCBQJVB6sxi2kr0qkhyRO+Y//PNlgefN9UUrc3NbeaHr/Wmdtj55mWu6QPbl+h6b5zk21ls+S3rt9TVnL1v20+u35fe9LDmTJbmt/vBBAAIQ2BMBf81cq6+sqdfTJd83cu5avS7VyXtdqhf5WfOa+a3BCw0IQOD6Cdx79uzZi+vfJjuEwGURePDgwWU13OhWb7YiJL/pjLWeHCd7jO6TXbnuk00xnus+z1Gs/Nknu+J6o/JLeXN9tX2olzm6ypFGjKWe3a95L9f9WVO+ml01vB/llHyyeYxru12x8mef7IqTP9uzP9alGOW7323S8Vz3uz1i5avZpef13FabS7eUV/O5Xbrqq+VTrMcoT77S6PHy5zyPmeKTXitfMXmMnKilMftZQwACxyPQej3w15kSGb2eyJdfy2TXWNLzHPndNjU34kv50ll7hN/aRNGDAAQgcJfAkydPXhpub2+Hm5u37zi5ILyDgwUE9kHgmi4I90GULiAAAQhAAAIQgMA2BPxSy+fbVLs+VWfm8+vbKTuCAAQgcH4CrQtC/g3C858PHUAAAhCAAAQgAAEIQAACF0wgLrbiOeWn7S4Y17dah9+3kGCAAAQgcHICXBCeHDkFIQABCEAAAhCAAAQgAIFrIcCl4LKThN8yfmRDAAIQWIsAv6RkLZLoQAACEIAABCAAAQhAAAIQgAAEIAABCEDgAglwQXiBh0bLEIAABCAAAQhAAAIQgAAEIAABCEAAAhBYiwAXhGuRRAcCEIAABCAAAQhAAAIQgAAEIAABCEAAAhdIgH+D8AIPjZYhAAEIQAACEIAABCAAgf0RaP0WXv0ijuh6yr+7V8tzu0iM1W3ltnyqs9UYtWt78L5qMaW+WnnyTdFTDeXGOufLl+3KZYQABCCwRwJcEO7xVOgJAhCAAAQgAAEIQAACELgYAroQqjUcfr8syuu5ea5Z06jZW7nu6+2tpj/F3quReeV1rVaO83VtXtNyu+eG3de1ueczhwAEILBHAvyI8R5PhZ4gAAEIQAACEIAABCAAgYshEBdqfql2MY0XGvV9+GVXIXQ106n55X35npdsaivdJT2RCwEIQGAsAT5BOJYUcRCAAAQgAAEIQAACEIAABGYQGHMBFZdL8Xisz0tllZPzFCt/SUe+Wq409jCW+s99aT8e6/McH2vlxLwUK3/25XXWVl5NN8ezhgAEILAHAlwQ7uEU6AECEIAABCAAAQhAAAIQuHoCujjqXTCVQERuzvN1yV/SkW1JrjROPa7JL/PK67F7y3m99Vhd4iAAAQicmgAXhKcmTj0IQAACEIAABCAAAQhA4JAEdCmXL5EChnxjwYyJr8XU7F671KP7zzFX36Xe5Bvb15j4MTG53pycrMEaAhCAwDkI8G8QnoM6NSEAAQhAAAIQgAAEIAABCIwkULoQG5lKWPolImsC4VzWpIkWBCBwbgJcEJ77BKgPAQhAAAIQgAAEIAABCFw1gbhImvvULqGWas7t5xx5S/e6xaf6audyDj7UhAAEILAGAS4I16CIBgQgAAEIQAACEIAABCAAgQUE4sIpX4TlS6js75UrafZyLtVf2muNX1wYjmFZ0gw+S3UvlTF9QwAC102Af4Pwus+X3UEAAhCAAAQgAAEIQAACGxPwyybN/VNr+ULKfb3WpJfjlmguyc19rLH2PWrujJb0K73c5xLN0NpKN/fJGgIQgMCpCNx79uzZi1MVow4EIDCOwIMHD8YFEgUBCEAAAhCAAAQgAAEIQAACEIAABEYQePLkycuo29vb4ebm7TsZ/IjxHRwsIAABCEAAAhCAAAQgAAEIQAACEIAABCBwLAJcEB7rvNktBCAAAQhAAAIQgAAEIAABCEAAAhCAAATuEOCC8A4OFhCAAAQgAAEIQAACEIAABCAAAQhAAAIQOBYBLgiPdd7sFgIQgAAEIAABCEAAAhCAAAQgAAEIQAACdwhwQXgHBwsIQAACEIAABCAAAQhAAAIQgAAEIAABCByLABeExzpvdgsBCEAAAhCAAAQgAAEIQAACEIAABCAAgTsE7t9ZsYAABCAAAQhAAAIQgAAEIACByQQeP358J+fjjz9+uXZ72Hx9JyEtlJ/MV7vMXLR/t8Pvao+fjUEAAjsgwCcId3AItAABCEAAAhCAAAQgAAEIXC6BuMSKyyv98Z3oosttMZfdc3ye4695Db9rPl32BgEIXAoBLggv5aToEwIQgAAEIAABCEAAAhDYHQFdbs1pTJeEObdmz3HXsIbfNZwie4AABK6BABeE13CK7AECEIAABCAAAQhAAAIQ2A2BI13wbQEdfltQRRMCEIBAmwAXhG0+eCEAAQhAAAIQgAAEIAABCCwmEJdeSz4tt7iBCxeA34UfIO1DAAK7J8AvKdn9EdEgBCAAAQhAAAIQgAAEIHApBOISUA+fhBOJ8SP8xrMiEgIQgMCaBPgE4Zo00YIABCAAAQhAAAIQgAAEDk1Al4IaDw1jxubFTeMMCVIgAAEIQGAGAS4IZ0AjBQIQgAAEIAABCEAAAhCAQBCIiyz/1BtUphGA3zReREMAAhDYigAXhFuRRRcCEIAABCAAAQhAAAIQOAQBXXLFRWH88U+/1S4P3a65xkNAs03Cz2AwhQAEIHAmAveePXv24ky1KQsBCFQIPHjwoOLBDAEIQAACEIAABCAAAQhAAAIQgAAEphN48uTJy6Tb29vh5ubtOwJ8gvAODhYQgAAEIAABCEAAAhCAAAQgAAEIQAACEDgWAS4Ij3Xe7BYCEIAABCAAAQhAAAIQgAAEIAABCEAAAncI3P/Xf316x8ACAhA4P4F33uFHjM9/CnQAAQhAAAIQgAAEIAABCEAAAhA4BgE+QXiMc2aXEIAABCAAAQhAAAIQgAAEIAABCEAAAhAoErhftGKEAAQgAAEIQAACEIAABCAAAQhAAAIQgMAGBJ49+3L4/PNPhi+++Gx4+pSfbB2D+OHDh8P3vvfe8O67j4Y33nhzTMqkGC4IJ+EiGAIQgAAEIAABCEAAAhCAAAQgAAEIQGAugbgc/Od//uXw1ltvDe+///5w/z5XU2NZfv3118O//Muvhr/6qx+vfknIKYw9BeIgAAEIQAACEIAABCAAAQhAAAIQgAAEFhGITw7e3NwM8Ym4eF68eLFI70jJcZn6F3/x3Zefvnz8+INVt362C8K//usPX23kn/7pf7ya+yRiaj6PW3O+x5q5J2envTsn97s9Yt1XypUt18y5LV335XruUy1pZ5/ntnyR3/Jnn9ctzVW3lLfUV+q11AO2aQR+9KPHw69//fG0pEZ06OlZU1eaU0b1cu4+pvR8ytgj8Flrj6GTv46kHWeWfac8x6PUEm9YH+XEj7nPuV/nc/NKlKUVviP/fetx6PlLbI9k6/Hp+Y/Eir1CYCqB+LHiR48eDc+fP5+aSvwwDK+99trwxRd/HK7mglCXL7pwOeIpL9m7+GVuoem+vI549+f82jrr+Nrnka+1RtfMtliXnlKc+s4+r5nnpXWpnmyu7fOsM9eXdVSXcV8E9B8T/sbvXB1GL6fso1VLXM7FolR3Lh/tU/kao8aYfSpfPY3JUezU0XvLubkP+cf2o7iajvRKY86RVin2VLboaQ991PYbvWVutVjs0wg418w5f03krxPPVVXlTPVFfq4vm7RjdN0cX6ud41xPOW4717zVZ60nPxOf1+J7dvFwzr2cNfy5nvpYQ3uqRuY4dT213hrx8FuD4l2NzFRe/9osxeS/x731GN2eRvZLM8aSL2xLH997riF9j1G9Wqz8niOdkk+2GLOmbB5zTfP4Nwf51OCyE93i3238f8EEDJYkeyDRAAAAAElFTkSuQmCC" alt="" />
aaarticlea/png;base64,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" alt="" />
0000003-160123180442501-oozie-root-W任务前后仅仅有一个,而且有一个spark的任务(node2:8080),对比时间
spark on yarn的方式
aaarticlea/png;base64,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" alt="" />
看到0000009-160123180442501-oozie-root-W 这个任务事实上是有两个yarn的任务组成的
查看oozie的日志监控:
aaarticlea/png;base64,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" alt="" />
所以spark 的方式是yarn启动任务,然后由spark集群执行任务。然后结束;中间须要spark集群启动(也须要yarn集群启动)
而spark on yarn的方式则是yarn启动任务A ,然后在任务中调用另外一个yarn任务B。当任务B完毕后。再返回到任务A,最后任务A结束。中间不须要spark集群启动(这个看下图就知道了)
aaarticlea/png;base64,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" alt="" />

分享。成长,快乐

脚踏实地,专注

转载请注明blog地址:http://blog.csdn.net/fansy1990

Oozie4.2.0配置安装实战的更多相关文章

  1. 【转】Oozie4.2.0配置安装实战

    什么是Oozie? Oozie是一种Java Web应用程序,它运行在Java servlet容器——即Tomcat——中,并使用数据库来存储以下内容: 工作流定义 当前运行的工作流实例,包括实例的状 ...

  2. oozie4.3.0的安装与配置 + hadoop2.7.3

    安装步骤 mysql的配置 oozie的安装 oozie的配置 oozie的启动与登录 常用oozie的命令 1. mysql的配置 mysql的安装自行解决,然后在mysql上 创建oozie数据库 ...

  3. windows Server2012 之 IIS8.0配置安装完整教程

    IIS8.0是windows Server2012自带的服务器管理系统,和以往不同,IIS8.0安装和操作都比较简单,界面很简洁,安装也很迅速.今天我们重点完整的演示下Internet Informa ...

  4. windows Server2012 IIS8.0配置安装完整教程

    IIS8.0是windows Server2012自带的服务器管理系统,和以往不同,IIS8.0安装和操作都比较简单,界面很简洁,安装也很迅速.今天我们重点完整的演示下Internet Informa ...

  5. Apache Maven 3.5.0配置安装

    1.maven 3.5 下载地址:http://maven.apache.org/download.cgi 2.下载了解压到 3.配置环境变量 4.测试看是否安装成功 5.maven配置(全局配置,用 ...

  6. win7 64位 python3.4&opencv3.0配置安装

    参考:http://blog.csdn.net/sun7_she/article/details/50051249 一.安装Python 下载Python3.4.2 网址:https://www.py ...

  7. 5分钟在Mac上从0配置安装laravel5.5

    1.安装包管理工具homebrew ,相当于ubuntu的apt-get 在iTerm命令行输入: /usr/bin/ruby -e "$(curl -fsSL https://raw.gi ...

  8. 【Apache Nutch系列】Nutch2.0配置安装异常集锦

    1.java.lang.NoClassDefFoundError: org/apache/hadoop/hbase/HBaseConfiguration Exception in thread &qu ...

  9. 原创:centos7.1下 ZooKeeper 集群安装配置+Python实战范例

    centos7.1下 ZooKeeper 集群安装配置+Python实战范例 下载:http://apache.fayea.com/zookeeper/zookeeper-3.4.9/zookeepe ...

随机推荐

  1. 【POJ 1222】 EXTENDED LIGHTS OUT

    [题目链接] http://poj.org/problem?id=1222 [算法] 列出异或方程组,用高斯消元求解即可 [代码] #include <algorithm> #includ ...

  2. Object源码分析(一)

    刚注册博客,准备学习一下java源码,当然首先从Object看起. 介绍一下Object: Object是所有类层次结构的根,所有的类都将Object作为超类.所有的对象,包括数组,都实现了Objec ...

  3. java+appium+安卓模拟器实现app自动化Demo

    网上有比较多相关教程,自己写一遍,加深下印象. 环境搭建 据说,很多人都被繁琐的环境搭建给吓到了. 是的,确实,繁琐. node.js 网址 cmd输入node -v,出现下图说明成功. JDK 网址 ...

  4. 二、SQL系列之~常见51道SQL查询语句

    [写在前面~~] [PS1:建议SQL初学者一定要自己先做一遍题目,这样才有效果~~(做题时为验证查询结果是否正确,可更改表中数据)] [PS2:文末最后一条代码整合了全部51道题目及答案~~] [P ...

  5. React 学习笔记:1-react 入门

    接下来的项目里有用到react,最近一段时间主要关注于react 的学习.大部门都是网上的资料,学习整理并记录,加深记忆. React 是Facebook推出的用来构建用户界面的JavaScript库 ...

  6. Python中OpenCV2. VS. CV1

    OpenCV的2.4.7.版本生成了python的CV2模块,可以直接载入: 有兴趣的可以参考这个教程:http://blog.csdn.net/sunny2038/article/details/9 ...

  7. UML+模式设计概述

    转自于:http://blog.csdn.net/rexuefengye/article/details/13020225 工程学:工程庞大到一定程度必须是用工程学方法,好比直接用水泥沙子建设实用的摩 ...

  8. SDL2源代码分析

    1:初始化(SDL_Init()) SDL简介 有关SDL的简介在<最简单的视音频播放示例7:SDL2播放RGB/YUV>以及<最简单的视音频播放示例9:SDL2播放PCM>中 ...

  9. MySQL 表与表之间建立关系

    引子:如下图是一张非常寻常的表格,在以前的工作中实常会制作类似的表格,但是今天的数据库内容,将我之前这种传统的制表思路上升了一个层次: 今天核心的内容就是怎样让表与表之间产生关系,在思考这个问题的时候 ...

  10. Day 12 闭包函数,装饰器

    闭包函数 回顾: 1.函数对象:可以将定义在函数内的函数返回到全局使用.从而打破了函数层级限制 2.名称空间与作用域:作用域关系在函数定义阶段时就已经固定死了,与调用位置无关,即在任意位置调用函数都需 ...