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<h1 class="mume-header" id="ksb-%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5-%ED%94%84%EB%A0%88%EC%9E%84%EC%9B%8C%ED%81%AC-%EC%8B%A4%ED%96%89%ED%95%98%EA%B8%B0">KSB 인공지능 프레임워크 실행하기</h1>
<hr>
<p>KSB 인공지능 프레임워크를 실행하는 방법에 대해서 설명합니다.<br>
아래와 같은 절차로 KSB 프레임워크를 구동합니다.<br>
. [Host PC] KSB 툴박스 docker 컨테이너 실행하기<br>
. [Docker 컨테이너] KSB 툴박스 docker 컨테이너 초기화<br>
. [Docker 컨테이너] KSB 인공지능 프레임워크 API serving 구동</p>
<h2 class="mume-header" id="host-pc-ksb-%ED%88%B4%EB%B0%95%EC%8A%A4-docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EC%8B%A4%ED%96%89%ED%95%98%EA%B8%B0">[Host PC] KSB 툴박스 docker 컨테이너 실행하기</h2>
<p><a href="http://csleoss.etri.re.kr:8088/kor/sub02_01.do" title="다운로드"> 다운로드</a> 페이지에서 KSB 툴박스 (ksb_toolbox_v1_0.tar.gz 파일)를 다운받아 압축을 해제하여 생성된 <code>/home/csle/ksb_csle/docker/1.0-host</code>로 이동합니다.<br>
아래의 명령을 통해 KSB 툴박스 docker 컨테이너를 실행하고 접속합니다.</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash">csle@csle1:~/ksb-csle/docker/1.0-host$ ./startDockerCsle.sh
Error response from daemon: network csle_standalone not found
csle1
start csle1 slave container<span class="token punctuation">..</span>.
4918997cd2dac93fe0b52f3df3a45a46db6df1f3f052854061696695451d2f22
csle@csle1:/$
</pre><p>. (참고사항) KSB 툴박스 docker 컨테이너를 실행할 경우, Host pc의 /home/csle/ksb-csle 폴더를 volume 마운트해서 사용합니다. 따라서 예제 파일이나 모델 파일 등 사용자 파일은 ksb-csle 폴더를 통해 docker 컨테이너에서 접근 할 수 있습니다.</p>
<h2 class="mume-header" id="docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-%ED%88%B4%EB%B0%95%EC%8A%A4-docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EC%B4%88%EA%B8%B0%ED%99%94%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB 툴박스 docker 컨테이너 초기화하기</h2>
<p>KSB 툴박스 docker 컨테이너 접속한 후, 다양한 KSB 툴박스 예제들을 실행하기 위해서 아래 명령을 통해 docker 컨테이너를 초기화 합니다. Zookeeper/Hadoop/Kafka/Hbase/웹툴킷 등 초기화를 진행합니다. PC사양에 따라 다소 시간이 걸릴 수 있습니다. 아래와 같은 메세지가 나오면 초기화가 완료된 상태입니다. (host pc의 IP는 192.168.0.5로 가정합니다. 자신의 Host PC IP가 출력되면 정상입니다.)</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash">csle@csle1: <span class="token function">cd</span>
csle@csle1:~$ ./startService.sh
* Restarting OpenBSD Secure Shell server sshd <span class="token punctuation">[</span> OK <span class="token punctuation">]</span>
* Restarting PostgreSQL 9.6 database server <span class="token punctuation">[</span> OK <span class="token punctuation">]</span>
ZooKeeper JMX enabled by default
Using config: /home/csle/zookeeper-3.4.9/bin/<span class="token punctuation">..</span>/conf/zoo.cfg
Starting zookeeper <span class="token punctuation">..</span>. STARTED
Warning: Permanently added <span class="token string">'master,192.168.0.5'</span> <span class="token punctuation">(</span>ECDSA<span class="token punctuation">)</span> to the list of
known hosts.
ZooKeeper JMX enabled by default
Using config: /home/csle/zookeeper-3.4.9/bin/<span class="token punctuation">..</span>/conf/zoo.cfg
Starting zookeeper <span class="token punctuation">..</span>. already running as process 174.
Warning: Permanently added <span class="token string">'csle1,192.168.0.5'</span> <span class="token punctuation">(</span>ECDSA<span class="token punctuation">)</span> to the list of
known hosts.
ZooKeeper JMX enabled by default
Using config: /home/csle/zookeeper-3.4.9/bin/<span class="token punctuation">..</span>/conf/zoo.cfg
Starting zookeeper <span class="token punctuation">..</span>. already running as process 174.
Starting namenodes on <span class="token punctuation">[</span>csle1<span class="token punctuation">]</span>
csle1: Warning: Permanently added <span class="token string">'csle1,192.168.0.5'</span> <span class="token punctuation">(</span>ECDSA<span class="token punctuation">)</span> to the
list of known hosts.
<span class="token operator"><</span> 중간 생략 <span class="token operator">></span>
<span class="token punctuation">[</span>info<span class="token punctuation">]</span> Loading project definition from
/home/csle/ksb-knowledge/KBE/project
<span class="token punctuation">[</span>info<span class="token punctuation">]</span> Set current project to KBE
<span class="token punctuation">(</span>in build file:/home/csle/ksb-knowledge/KBE/<span class="token punctuation">)</span>
<span class="token punctuation">[</span>warn<span class="token punctuation">]</span> The start <span class="token function">command</span> is deprecated, and will be removed <span class="token keyword">in</span> a
future version of Play.
<span class="token punctuation">[</span>warn<span class="token punctuation">]</span> To run Play <span class="token keyword">in</span> production mode, run <span class="token string">'stage'</span> instead, and <span class="token keyword">then</span>
execute the generated start script <span class="token keyword">in</span> target/universal/stage/bin.
<span class="token punctuation">[</span>warn<span class="token punctuation">]</span> To <span class="token function">test</span> your application using production mode, run <span class="token string">'testProd'</span>
instead.
<span class="token punctuation">[</span>info<span class="token punctuation">]</span> Wrote /home/csle/ksb-knowledge/KBE/target/scala-2.11/
kbe_2.11-1.0-SNAPSHOT.pom
Warning: node.js detection failed, sbt will use the Rhino based
Trireme JavaScript engine instead to run JavaScript assets compilation,
<span class="token function">which</span> <span class="token keyword">in</span> some cases may be orders of magnitude slower than using
node.js.
<span class="token punctuation">(</span>Starting server. Type Ctrl+D to <span class="token keyword">exit</span> logs, the server will remain <span class="token keyword">in</span>
background<span class="token punctuation">)</span>
<span class="token operator"><</span><span class="token operator">!</span>DOCTYPE html<span class="token operator">></span>
<span class="token operator"><</span>html lang<span class="token operator">=</span><span class="token string">"en"</span><span class="token operator">></span>
<span class="token operator"><</span>head<span class="token operator">></span>
<span class="token operator"><</span>title<span class="token operator">></span>Select inference rules<span class="token operator"><</span>/title<span class="token operator">></span>
<span class="token operator"><</span>link rel<span class="token operator">=</span><span class="token string">"stylesheet"</span> media<span class="token operator">=</span><span class="token string">"screen"</span>
href<span class="token operator">=</span><span class="token string">"/assets/stylesheets/main.css"</span><span class="token operator">></span>
<span class="token operator"><</span>link rel<span class="token operator">=</span><span class="token string">"shortcut icon"</span> type<span class="token operator">=</span><span class="token string">"image/png"</span>
href<span class="token operator">=</span><span class="token string">"/assets/images/favicon.png"</span><span class="token operator">></span>
<span class="token operator"><</span>script src<span class="token operator">=</span><span class="token string">"/assets/javascripts/hello.js"</span>
type<span class="token operator">=</span><span class="token string">"text/javascript"</span><span class="token operator">></span><span class="token operator"><</span>/script<span class="token operator">></span>
<span class="token operator"><</span>/head<span class="token operator">></span>
<span class="token operator"><</span>body<span class="token operator">></span>
<span class="token operator"><</span> 중간 생략 <span class="token operator">></span>
<span class="token operator"><</span><span class="token operator">!</span>DOCTYPE html<span class="token operator">></span>
<span class="token operator"><</span>html lang<span class="token operator">=</span><span class="token string">"en"</span><span class="token operator">></span>
<span class="token operator"><</span>head<span class="token operator">></span>
<span class="token operator"><</span>title<span class="token operator">></span>Welcome to Play<span class="token operator"><</span>/title<span class="token operator">></span>
<span class="token operator"><</span>link rel<span class="token operator">=</span><span class="token string">"stylesheet"</span> media<span class="token operator">=</span><span class="token string">"screen"</span>
href<span class="token operator">=</span><span class="token string">"/assets/stylesheets/main.css"</span><span class="token operator">></span>
<span class="token operator"><</span>link rel<span class="token operator">=</span><span class="token string">"shortcut icon"</span> type<span class="token operator">=</span><span class="token string">"image/png"</span>
href<span class="token operator">=</span><span class="token string">"/assets/images/favicon.png"</span><span class="token operator">></span>
<span class="token operator"><</span>script src<span class="token operator">=</span><span class="token string">"/assets/javascripts/hello.js"</span>
type<span class="token operator">=</span><span class="token string">"text/javascript"</span><span class="token operator">></span><span class="token operator"><</span>/script<span class="token operator">></span>
<span class="token operator"><</span>/head<span class="token operator">></span>
<span class="token operator"><</span>body<span class="token operator">></span>
<span class="token operator"><</span>h1<span class="token operator">></span>addDeviceControl<span class="token operator"><</span>/h1<span class="token operator">></span>
<span class="token operator"><</span>/body<span class="token operator">></span>
<span class="token operator"><</span>/html<span class="token operator">></span>
csle@csle1:~$
</pre><p>jps명령을 이용하여 초기화 상태를 확인합니다.</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash">csle@csle1:~$ jps
2336 HRegionServer
2161 HMaster
3681 Jps
1890 NodeManager
1219 DataNode
885 QuorumPeerMain
1413 SecondaryNameNode
1078 NameNode
3542 ProdServerStart
2475 Kafka
3228 Bootstrap
1597 ResourceManager
</pre><h2 class="mume-header" id="docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-base-ontology-%EB%A1%9C%EB%93%9C%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB Base Ontology 로드하기</h2>
<p>KSB 툴박스에 포함된 RealtimeIngestToServingWithKbInTwoEngines 예제를 실행하기 위해 온톨로지를 로드합니다.</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash"><span class="token function">cd</span> ~/ksb-csle/bin/
./loadKnowledge_BaseOntologies.sh localhost 9876
</pre><h2 class="mume-header" id="docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5-%ED%94%84%EB%A0%88%EC%9E%84%EC%9B%8C%ED%81%AC-%EA%B5%AC%EB%8F%99%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB 인공지능 프레임워크 구동하기</h2>
<p>KSB 툴박스의 다양한 예제를 실행하기 위해 아래 명령으로 KSB 인공지능 프레임워크 API serving을 실행합니다.</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash">csle@csle1:~/ksb-csle/bin$ ./startKsbApiServing.sh
</pre><p>KSB 인공지능 프레임워크 사용을 위한 모든 준비가 완료되었습니다.</p>
<p>이제 <a href="http://csleoss.etri.re.kr:8088/kor/sub05_03.do" title="사용자가이드"> 사용자 가이드</a>로 이동하셔서 워크플로우 예제들을 실행해 보시기 바랍니다.</p>
<h2 class="mume-header" id="faq">FAQ</h2>
<h4 class="mume-header" id="1-%ED%98%B8%EC%8A%A4%ED%8A%B8-pc%EC%97%90%EC%84%9C-sudo-%EB%AA%85%EB%A0%B9%EC%9D%84-%ED%95%A0%EB%95%8C-sudo-could-not-resolve-host-%EC%97%90%EB%9F%AC%EA%B0%80-%EB%82%A0%EB%95%8C">1. 호스트 PC에서 sudo 명령을 할때 sudo: could not resolve host 에러가 날때</h4>
<p>. [Host PC] 호스트 PC의 hostname이 csle1으로 설정되었는지 확인합니다.<br>
. sudo vi /etc/hosts 명령을 통해 아래의 줄이 추가되었는지 확인합니다.<br>
<자신의 IP> csle1 master</p>
<h4 class="mume-header" id="2-%EC%9B%B9%ED%88%B4%ED%82%B7-%ED%99%88%ED%8E%98%EC%9D%B4%EC%A7%80csle18080%EC%97%90-%EC%A0%91%EC%86%8D%EC%9D%B4-%EC%95%88%EB%90%A0%EB%95%8C">2. 웹툴킷 홈페이지(csle1:8080)에 접속이 안될때</h4>
<p>. [Docker 컨테이너] tomcat이 제대로 구동되지 않았을 경우가 있습니다. 따라서 docker내에서 아래의 명령으로 tomcat을 재구동한 후 재접속합니다.</p>
<pre data-role="codeBlock" data-info="sh" class="language-bash">csle@csle1:/$ ~/ui_of_csle/apache-tomcat-7.0.81/bin/catalina.sh stop
csle@csle1:/$ ~/ui_of_csle/apache-tomcat-7.0.81/bin/catalina.sh start
</pre><h4 class="mume-header" id="3-%ED%81%AC%EB%A1%AC%EC%9D%84-%EC%9D%B4%EC%9A%A9%ED%95%B4%EC%84%9C-%EC%9B%B9%ED%88%B4%ED%82%B7%EC%97%90-%EC%9E%98-%EC%A0%91%EC%86%8D-%EB%90%98%EC%97%88%EC%9C%BC%EB%82%98-%EC%95%84%EB%9E%98%EC%99%80-%EA%B0%99%EC%9D%B4-%EC%9B%B9%ED%8E%98%EC%9D%B4%EC%A7%80%EA%B0%80-%EC%97%85%EB%8D%B0%EC%9D%B4%ED%8A%B8-%EB%90%98%EC%A7%80-%EC%95%8A%EA%B3%A0-%EB%A9%88%EC%B6%B0%EC%9E%88%EC%9D%84%EB%95%8C">3. 크롬을 이용해서 웹툴킷에 잘 접속 되었으나, 아래와 같이 웹페이지가 업데이트 되지 않고 멈춰있을때</h4>
<p><img src="./images/1.5.HowToRunFirst_01.png" alt></p>
<p>Host PC에 기존의 웹툴킷 버전이 캐쉬에 남아있어서 문제가 되는 경우입니다.<br>
먼저, 크롬 브라우저에서 F12를 클릭합니다. 그리고, 아래 그림과 같이 '새로고침' 아이콘에서 마우스 오른쪽 버튼을 클릭하면 '캐시 비우기 및 강력 새로고침'을 클릭합니다. 그리고 F12를 클릭해서 디버깅 모드를 빠져나옵니다.</p>
<p><img src="./images/1.5.HowToRunFirst_02.png" alt></p>
</div>
<div class="md-sidebar-toc"><ul>
<li><a href="#ksb-%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5-%ED%94%84%EB%A0%88%EC%9E%84%EC%9B%8C%ED%81%AC-%EC%8B%A4%ED%96%89%ED%95%98%EA%B8%B0">KSB 인공지능 프레임워크 실행하기</a>
<ul>
<li><a href="#host-pc-ksb-%ED%88%B4%EB%B0%95%EC%8A%A4-docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EC%8B%A4%ED%96%89%ED%95%98%EA%B8%B0">[Host PC] KSB 툴박스 docker 컨테이너 실행하기</a></li>
<li><a href="#docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-%ED%88%B4%EB%B0%95%EC%8A%A4-docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EC%B4%88%EA%B8%B0%ED%99%94%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB 툴박스 docker 컨테이너 초기화하기</a></li>
<li><a href="#docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-base-ontology-%EB%A1%9C%EB%93%9C%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB Base Ontology 로드하기</a></li>
<li><a href="#docker-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-ksb-%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5-%ED%94%84%EB%A0%88%EC%9E%84%EC%9B%8C%ED%81%AC-%EA%B5%AC%EB%8F%99%ED%95%98%EA%B8%B0">[Docker 컨테이너] KSB 인공지능 프레임워크 구동하기</a></li>
<li><a href="#faq">FAQ</a><br>
* <a href="#1-%ED%98%B8%EC%8A%A4%ED%8A%B8-pc%EC%97%90%EC%84%9C-sudo-%EB%AA%85%EB%A0%B9%EC%9D%84-%ED%95%A0%EB%95%8C-sudo-could-not-resolve-host-%EC%97%90%EB%9F%AC%EA%B0%80-%EB%82%A0%EB%95%8C">1. 호스트 PC에서 sudo 명령을 할때 sudo: could not resolve host 에러가 날때</a><br>
* <a href="#2-%EC%9B%B9%ED%88%B4%ED%82%B7-%ED%99%88%ED%8E%98%EC%9D%B4%EC%A7%80csle18080%EC%97%90-%EC%A0%91%EC%86%8D%EC%9D%B4-%EC%95%88%EB%90%A0%EB%95%8C">2. 웹툴킷 홈페이지(csle1:8080)에 접속이 안될때</a><br>
* <a href="#3-%ED%81%AC%EB%A1%AC%EC%9D%84-%EC%9D%B4%EC%9A%A9%ED%95%B4%EC%84%9C-%EC%9B%B9%ED%88%B4%ED%82%B7%EC%97%90-%EC%9E%98-%EC%A0%91%EC%86%8D-%EB%90%98%EC%97%88%EC%9C%BC%EB%82%98-%EC%95%84%EB%9E%98%EC%99%80-%EA%B0%99%EC%9D%B4-%EC%9B%B9%ED%8E%98%EC%9D%B4%EC%A7%80%EA%B0%80-%EC%97%85%EB%8D%B0%EC%9D%B4%ED%8A%B8-%EB%90%98%EC%A7%80-%EC%95%8A%EA%B3%A0-%EB%A9%88%EC%B6%B0%EC%9E%88%EC%9D%84%EB%95%8C">3. 크롬을 이용해서 웹툴킷에 잘 접속 되었으나, 아래와 같이 웹페이지가 업데이트 되지 않고 멈춰있을때</a></li>
</ul>
</li>
</ul>
</div>
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