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Posted to commits@kylin.apache.org by li...@apache.org on 2018/07/02 06:08:51 UTC
svn commit: r1834820 [8/48] - in /kylin/site: ./ about/ blog/
blog/2015/01/25/introduce-data-model/
blog/2015/06/10/release-v0.7.1-incubating/
blog/2015/08/13/kylin-dictionary/ blog/2015/08/15/fast-cubing/
blog/2015/09/06/release-v1.0-incubating/ blog/...
Modified: kylin/site/cn/docs23/index.html
URL: http://svn.apache.org/viewvc/kylin/site/cn/docs23/index.html?rev=1834820&r1=1834819&r2=1834820&view=diff
==============================================================================
--- kylin/site/cn/docs23/index.html (original)
+++ kylin/site/cn/docs23/index.html Mon Jul 2 06:08:48 2018
@@ -160,7 +160,34 @@ var _hmt = _hmt || [];
<div class="container">
- <div class="row">
+ <div class="row" style="clear:both;">
+ <div class="col-md-8 col-lg-8 col-xs-12 col-sm-12 aside2" style="float:right;">
+ <div id="container" class="docs">
+ <div id="pjax">
+ <h1 class="post-title">æ¦è¿°</h1>
+ <article class="post-content" >
+ <h2 id="apache-kylin">欢è¿æ¥å° Apache Kylinâ¢</h2>
+<blockquote>
+ <p>Extreme OLAP Engine for Big Data</p>
+</blockquote>
+
+<p>Apache Kylinâ¢æ¯ä¸ä¸ªå¼æºçåå¸å¼åæå¼æï¼æä¾Hadoopä¹ä¸çSQLæ¥è¯¢æ¥å£åå¤ç»´åæï¼OLAPï¼è½å以æ¯æè¶
大è§æ¨¡æ°æ®ï¼æåç±eBay Inc.å¼å并贡ç®è³å¼æºç¤¾åºã</p>
+
+<p>æ¥çæ§çæ¬ææ¡£: <br />
+* <a href="/cn/docs23/">v2.3.x document</a><br />
+* <a href="/cn/docs21/">v2.1.x and v2.2.x document</a><br />
+* <a href="/cn/docs20/">v2.0.x document</a><br />
+* <a href="/cn/docs16/">v1.6.x document</a><br />
+* <a href="/archive/">å½æ¡£</a></p>
+
+<h2 id="section">å®è£
</h2>
+<p>请åèå®è£
æ档以å®è£
Apache Kylin: <a href="/cn/docs23/install/">å®è£
å导</a></p>
+
+
+ </article>
+ </div>
+ </div>
+ </div>
<!--
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
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<li class="navlist">
<a href="/cn/docs23/index.html" class="list-group-item-lay pjaxlink ">æ¦è¿°</a>
</li>
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<li class="navlist">
- <a href="/cn/docs23/install/manual_install_guide.html" class="list-group-item-lay pjaxlink ">æå¨å®è£
æå</a>
+ <a href="/cn/docs23/install/index.html" class="list-group-item-lay pjaxlink ">å®è£
æå</a>
</li>
-
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- </div>
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- <a href="/cn/docs23/tutorial/create_cube.html" class="list-group-item-lay pjaxlink ">Cube å建</a>
+ <a href="/cn/docs23/install/kylin_cluster.html" class="list-group-item-lay pjaxlink ">Cluster 模å¼ä¸é¨ç½²</a>
</li>
@@ -553,6 +558,57 @@ var _hmt = _hmt || [];
+ <li class="navlist">
+ <a href="/cn/docs23/install/configuration.html" class="list-group-item-lay pjaxlink ">Kylin é
ç½®</a>
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<li class="navlist">
- <a href="/cn/docs23/tutorial/cube_build_job.html" class="list-group-item-lay pjaxlink ">Cube æ建å Job çæ§</a>
+ <a href="/cn/docs23/install/advance_settings.html" class="list-group-item-lay pjaxlink ">é«çº§è®¾ç½®</a>
</li>
@@ -666,12 +722,21 @@ var _hmt = _hmt || [];
+ <li class="navlist">
+ <a href="/cn/docs23/install/kylin_aws_emr.html" class="list-group-item-lay pjaxlink ">å¨ AWS EMR ä¸ å®è£
Kylin</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/install/kylin_docker.html" class="list-group-item-lay pjaxlink ">ç¨ Docker è¿è¡ Kylin</a>
+ </li>
+
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+
+
+
+
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+
+ <ul>
+ </div>
+</div>
-
+ <li><a href="#titleæç¨" data-toggle="collapse" class="navtitle">æç¨</a></li>
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+ <div class="list-group" id="list1">
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<li class="navlist">
- <a href="/cn/docs23/tutorial/web.html" class="list-group-item-lay pjaxlink ">Web çé¢</a>
+ <a href="/cn/docs23/tutorial/kylin_sample.html" class="list-group-item-lay pjaxlink ">æ ·ä¾ Cube å¿«éå
¥é¨</a>
</li>
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- <li class="navlist">
- <a href="/cn/docs23/tutorial/kylin_client_tool.html" class="list-group-item-lay pjaxlink ">Python 客æ·ç«¯å·¥å
ጼ</a>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/web.html" class="list-group-item-lay pjaxlink ">Web çé¢</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/create_cube.html" class="list-group-item-lay pjaxlink ">Cube å建</a>
+ </li>
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<li class="navlist">
- <a href="/cn/docs23/tutorial/tableau_91.html" class="list-group-item-lay pjaxlink ">Tableau 9</a>
+ <a href="/cn/docs23/tutorial/cube_build_job.html" class="list-group-item-lay pjaxlink ">Cube æ建å Job çæ§</a>
</li>
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- <a href="/cn/docs23/tutorial/powerbi.html" class="list-group-item-lay pjaxlink ">MS ExcelåPower BIæç¨</a>
+ <a href="/cn/docs23/tutorial/project_level_acl.html" class="list-group-item-lay pjaxlink ">Project Level ACL</a>
</li>
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- <a href="/cn/docs23/tutorial/odbc.html" class="list-group-item-lay pjaxlink ">ODBC 驱å¨ç¨åº</a>
+ <a href="/cn/docs23/tutorial/cube_spark.html" class="list-group-item-lay pjaxlink ">ç¨ Spark æ建 Cube</a>
</li>
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- <a href="/cn/docs23/tutorial/Qlik.html" class="list-group-item-lay pjaxlink ">Qlik Sense éæ</a>
- </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/cube_streaming.html" class="list-group-item-lay pjaxlink ">ä» Kafka æµæ建 Cube</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/cube_build_performance.html" class="list-group-item-lay pjaxlink ">ä¼å Cube æ建</a>
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+ <a href="/cn/docs23/tutorial/kylin_client_tool.html" class="list-group-item-lay pjaxlink ">Python 客æ·ç«¯</a>
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+</div>
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+ <li><a href="#titleå·¥å
·éæ" data-toggle="collapse" class="navtitle">å·¥å
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+ <a href="/cn/docs23/tutorial/squirrel.html" class="list-group-item-lay pjaxlink ">SQuirreL</a>
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+ <a href="/cn/docs23/tutorial/Qlik.html" class="list-group-item-lay pjaxlink ">Qlik Sense éæ</a>
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+
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+ <ul>
+ </div>
+</div>
<li><a href="#title帮å©" data-toggle="collapse" class="navtitle">帮å©</a></li>
<div class="collapse in">
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<li class="navlist">
- <a href="/cn/docs23/howto/howto_backup_metadata.html" class="list-group-item-lay pjaxlink ">å¤ä»½å
æ°æ®</a>
+ <a href="/cn/docs23/howto/howto_use_restapi.html" class="list-group-item-lay pjaxlink ">Use RESTful API</a>
</li>
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- <a href="/cn/docs23/howto/howto_cleanup_storage.html" class="list-group-item-lay pjaxlink ">æ¸
çåå¨</a>
+ <a href="/cn/docs23/howto/howto_optimize_cubes.html" class="list-group-item-lay pjaxlink ">ä¼å Cube 设计</a>
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+
<li class="navlist">
- <a href="/cn/docs23/howto/howto_jdbc.html" class="list-group-item-lay pjaxlink ">Kylin JDBC Driver</a>
+ <a href="/cn/docs23/howto/howto_optimize_build.html" class="list-group-item-lay pjaxlink ">ä¼å Cube æ建</a>
</li>
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+ <li class="navlist">
+ <a href="/cn/docs23/howto/howto_backup_metadata.html" class="list-group-item-lay pjaxlink ">å¤ä»½å
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+ </li>
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- <a href="/cn/docs23/howto/howto_optimize_build.html" class="list-group-item-lay pjaxlink ">ä¼å Cube æ建</a>
+ <a href="/cn/docs23/howto/howto_cleanup_storage.html" class="list-group-item-lay pjaxlink ">æ¸
çåå¨</a>
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-<blockquote>
- <p>Extreme OLAP Engine for Big Data</p>
-</blockquote>
-
-<p>Apache Kylinâ¢æ¯ä¸ä¸ªå¼æºçåå¸å¼åæå¼æï¼æä¾Hadoopä¹ä¸çSQLæ¥è¯¢æ¥å£åå¤ç»´åæï¼OLAPï¼è½å以æ¯æè¶
大è§æ¨¡æ°æ®ï¼æåç±eBay Inc.å¼å并贡ç®è³å¼æºç¤¾åºã</p>
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-* <a href="/cn/docs23/">v2.3.x document</a><br />
-* <a href="/cn/docs21/">v2.1.x and v2.2.x document</a><br />
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+ <h1 class="post-title">é«çº§è®¾ç½®</h1>
+ <article class="post-content" >
+ <h2 id="cube--kylinproperties">å¨ Cube 级å«éåé»è®¤ç kylin.properties</h2>
+<p><code class="highlighter-rouge">conf/kylin.properties</code> éæ许å¤çåæ°ï¼æ§å¶/å½±åç Kylin çè¡ä¸ºï¼å¤§å¤æ°åæ°æ¯å
¨å±é
ç½®çï¼ä¾å¦ security æ job ç¸å
³çåæ°ï¼æä¸äºæ¯ Cube ç¸å
³çï¼è¿äº Cube ç¸å
³çåæ°å¯ä»¥å¨ä»»æ Cube 级å«è¿è¡èªå®ä¹ã对åºç GUI 页é¢æ¯ Cube å建ç âéåé
ç½®â æ¥éª¤æ示ç页é¢ï¼å¦ä¸å¾æ示.</p>
+
+<p><img src="/images/install/overwrite_config_v2.png" alt="" /></p>
+
+<p>两个示ä¾ï¼</p>
+
+<ul>
+ <li>
+ <p><code class="highlighter-rouge">kylin.cube.algorithm</code>ï¼å®ä¹äº job engine éæ©ç Cubing ç®æ³ï¼é»è®¤å¼ä¸º âautoâï¼æå³ç engine ä¼éè¿ééæ°æ®å¨æçéæ©ä¸ä¸ªç®æ³ (âlayerâ or âinmemâ)ãå¦ææ¨å¾äºè§£ Kylin å æ¨çæ°æ®/é群ï¼æ¨å¯ä»¥ç´æ¥è®¾ç½®æ¨å欢çç®æ³ã</p>
+ </li>
+ <li>
+ <p><code class="highlighter-rouge">kylin.storage.hbase.region-cut-gb</code>ï¼å®ä¹äºå建 HBase 表æ¶ä¸ä¸ª region ç大å°ãé»è®¤ä¸ä¸ª region â5â (GB)ã对äºå°çæä¸ç大å°ç cube æ¥è¯´å®çå¼å¯è½å¤ªå¤§äºï¼æ以æ¨å¯ä»¥è®¾ç½®æ´å°çå¼æ¥è·å¾æ´å¤ç regionsï¼å¯è·å¾æ´å¥½çæ¥è¯¢æ§è½ã</p>
+ </li>
+</ul>
+
+<h2 id="cube--hadoop-job-conf-">å¨ Cube 级å«éåé»è®¤ç Hadoop job conf å¼</h2>
+<p><code class="highlighter-rouge">conf/kylin_job_conf.xml</code> å <code class="highlighter-rouge">conf/kylin_job_conf_inmem.xml</code> 管ç Hadoop jobs çé»è®¤é
ç½®ãå¦ææ¨æ³éè¿ cube èªå®ä¹é
ç½®ï¼æ¨å¯ä»¥éè¿åä¸é¢ç¸ä¼¼çæ¹å¼è·å¾ï¼ä½æ¯éè¦å ä¸ä¸ªåç¼ <code class="highlighter-rouge">kylin.engine.mr.config-override.</code>ï¼å½æ交 jobs è¿äºé
ç½®ä¼è¢«è§£æ并åºç¨ãä¸é¢æ¯ä¸¤ä¸ªç¤ºä¾:</p>
+
+<ul>
+ <li>å¸æ job ä» Yarn è·å¾æ´å¤ memoryï¼æ¨å¯ä»¥è¿æ ·å®ä¹ï¼<code class="highlighter-rouge">kylin.engine.mr.config-override.mapreduce.map.java.opts=-Xmx7g</code> å <code class="highlighter-rouge">kylin.engine.mr.config-override.mapreduce.map.memory.mb=8192</code></li>
+ <li>å¸æ cubeâs job 使ç¨ä¸åç Yarn resource queueï¼æ¨å¯ä»¥è¿æ ·å®ä¹ï¼<code class="highlighter-rouge">kylin.engine.mr.config-override.mapreduce.job.queuename=myQueue</code> (âmyQueueâ æ¯ä¸ä¸ªä¸¾ä¾ï¼å¯æ´æ¢ææ¨ç queue åå)</li>
+</ul>
+
+<h2 id="cube--hive-job-conf-">å¨ Cube 级å«éåé»è®¤ç Hive job conf å¼</h2>
+
+<p><code class="highlighter-rouge">conf/kylin_hive_conf.xml</code> 管çè¿è¡æ¶ Hive job çé»è®¤é
ç½® (ä¾å¦å建 flat hive table)ãå¦ææ¨æ³éè¿ cube èªå®ä¹é
ç½®ï¼æ¨å¯ä»¥éè¿åä¸é¢ç¸ä¼¼çæ¹å¼è·å¾ï¼ä½éè¦å¦ä¸ä¸ªåç¼ <code class="highlighter-rouge">kylin.source.hive.config-override.</code>ï¼å½è¿è¡ âhive -eâ æ âbeelineâ å½ä»¤ï¼è¿äºé
ç½®ä¼è¢«è§£æ并åºç¨ã请çä¸é¢ç¤ºä¾:</p>
+
+<ul>
+ <li>å¸æ hive 使ç¨ä¸åç Yarn resource queueï¼æ¨å¯ä»¥è¿æ ·å®ä¹ï¼<code class="highlighter-rouge">kylin.source.hive.config-override.mapreduce.job.queuename=myQueue</code> (âmyQueueâ æ¯ä¸ä¸ªä¸¾ä¾ï¼å¯æ´æ¢ææ¨ç queue åå)</li>
+</ul>
+
+<h2 id="cube--spark-conf-">å¨ Cube 级å«éåé»è®¤ç Spark conf å¼</h2>
+
+<p>Spark çé
ç½®æ¯å¨ <code class="highlighter-rouge">conf/kylin.properties</code> ä¸ç®¡çï¼åç¼ä¸º <code class="highlighter-rouge">kylin.engine.spark-conf.</code>ãä¾å¦ï¼å¦ææ¨æ³è¦ä½¿ç¨ job queue âmyQueueâ è¿è¡ Sparkï¼è®¾ç½® âkylin.engine.spark-conf.spark.yarn.queue=myQueueâ ä¼è®© Spark å¨æ交åºç¨æ¶è·å âspark.yarn.queue=myQueueâãåæ°å¯ä»¥å¨ Cube 级å«è¿è¡é
ç½®ï¼å°ä¼è¦ç <code class="highlighter-rouge">conf/kylin.properties</code> ä¸çé»è®¤å¼ã</p>
+
+<h2 id="section">æ¯æå缩</h2>
+
+<p>é»è®¤æ
åµï¼Kylin ä¸æ¯æå缩ï¼å¨äº§åç¯å¢è¿ä¸æ¯ä¸ä¸ªæ¨èç设置ï¼ä½å¯¹äºæ°ç Kylin ç¨æ·æ¯ä¸ªæè¡¡ãä¸ä¸ªåéçç®æ³å°ä¼åå°åå¨è´è½½ãä¸æ¯æçç®æ³ä¼é»ç¢ Kylin job buildãKylin å¯ä»¥ä½¿ç¨ä¸ç§ç±»åçå缩ï¼HBase 表å缩ï¼Hive è¾åºå缩 å MR jobs è¾åºå缩ã</p>
+
+<ul>
+ <li>
+ <p>HBase 表å缩<br />
+å缩设置éè¿ <code class="highlighter-rouge">kylin.hbase.default.compression.codec</code> å®ä¹å¨ <code class="highlighter-rouge">kyiln.properties</code> ä¸ï¼é»è®¤å¼ä¸º <em>none</em>ãææçå¼å
æ¬ <em>none</em>ï¼<em>snappy</em>ï¼<em>lzo</em>ï¼<em>gzip</em> å <em>lz4</em>ãå¨åæ¢å缩ç®æ³åï¼è¯·ç¡®ä¿æ¨ç Hbase é群æ¯ææéç®æ³ãå°¤å
¶æ¯ snappyï¼lzo å lz4ï¼ä¸æ¯ææç Hadoop åå¸å¼é½ä¼å
å«ã</p>
+ </li>
+ <li>
+ <p>Hive è¾åºå缩<br />
+å缩设置å®ä¹å¨ <code class="highlighter-rouge">kylin_hive_conf.xml</code>ãé»è®¤è®¾ç½®ä¸º empty å
¶å©ç¨äº Hive çé»è®¤é
ç½®ãå¦ææ¨éåé
ç½®ï¼è¯·å¨ <code class="highlighter-rouge">kylin_hive_conf.xml</code> ä¸æ·»å (ææ¿æ¢) ä¸åå±æ§ã以 snappy å缩为ä¾:</p>
+ </li>
+</ul>
+
+<div class="highlight"><pre><code class="language-groff" data-lang="groff"><property>
+ <name>mapreduce.map.output.compress.codec</name>
+ <value>org.apache.hadoop.io.compress.SnappyCodec</value>
+ <description></description>
+ </property>
+ <property>
+ <name>mapreduce.output.fileoutputformat.compress.codec</name>
+ <value>org.apache.hadoop.io.compress.SnappyCodec</value>
+ <description></description>
+ </property></code></pre></div>
+
+<ul>
+ <li>MR jobs è¾åºå缩<br />
+å缩设置å®ä¹å¨ <code class="highlighter-rouge">kylin_job_conf.xml</code> å <code class="highlighter-rouge">kylin_job_conf_inmem.xml</code>ä¸ãé»è®¤è®¾ç½®ä¸º empty å
¶å©ç¨äº MR çé»è®¤é
ç½®ãå¦ææ¨éåé
ç½®ï¼è¯·å¨ <code class="highlighter-rouge">kylin_job_conf.xml</code> å <code class="highlighter-rouge">kylin_job_conf_inmem.xml</code> ä¸æ·»å (ææ¿æ¢) ä¸åå±æ§ã以 snappy å缩为ä¾:</li>
+</ul>
+
+<div class="highlight"><pre><code class="language-groff" data-lang="groff"><property>
+ <name>mapreduce.map.output.compress.codec</name>
+ <value>org.apache.hadoop.io.compress.SnappyCodec</value>
+ <description></description>
+ </property>
+ <property>
+ <name>mapreduce.output.fileoutputformat.compress.codec</name>
+ <value>org.apache.hadoop.io.compress.SnappyCodec</value>
+ <description></description>
+ </property></code></pre></div>
+
+<p>å缩设置åªæå¨éå¯ Kylin æå¡å¨å®ä¾åæä¼çæã</p>
+
+<h2 id="kylin-">åé
æ´å¤å
åç» Kylin å®ä¾</h2>
+
+<p>æå¼ <code class="highlighter-rouge">bin/setenv.sh</code>ï¼è¿éæ两个 <code class="highlighter-rouge">KYLIN_JVM_SETTINGS</code> ç¯å¢åéçæ ·ä¾è®¾ç½®ï¼é»è®¤è®¾ç½®è¾å° (æ大为 4GB)ï¼æ¨å¯ä»¥æ³¨éå®ç¶ååæ¶ä¸ä¸è¡ç注éæ¥ç»å
¶åé
16GB:</p>
+
+<div class="highlight"><pre><code class="language-groff" data-lang="groff">export KYLIN_JVM_SETTINGS="-Xms1024M -Xmx4096M -Xss1024K -XX:MaxPermSize=128M -verbose:gc -XX:+PrintGCDetails -XX:+PrintGCDateStamps -Xloggc:$KYLIN_HOME/logs/kylin.gc.$$ -XX:+UseGCLogFileRotation -XX:NumberOfGCLogFiles=10 -XX:GCLogFileSize=64M"
+# export KYLIN_JVM_SETTINGS="-Xms16g -Xmx16g -XX:MaxPermSize=512m -XX:NewSize=3g -XX:MaxNewSize=3g -XX:SurvivorRatio=4 -XX:+CMSClassUnloadingEnabled -XX:+CMSParallelRemarkEnabled -XX:+UseConcMarkSweepGC -XX:+CMSIncrementalMode -XX:CMSInitiatingOccupancyFraction=70 -XX:+DisableExplicitGC -XX:+HeapDumpOnOutOfMemoryError"</code></pre></div>
+
+<h2 id="section-1">å¯ç¨å¤ä¸ªä»»å¡å¼æ</h2>
+<p>ä» 2.0 å¼å§, Kylin æ¯æå¤ä¸ªä»»å¡å¼æä¸èµ·è¿è¡ï¼ç¸æ¯äºé»è®¤åä»»å¡å¼æçé
ç½®ï¼å¤å¼æå¯ä»¥ä¿è¯ä»»å¡æ建çé«å¯ç¨ã</p>
+
+<p>使ç¨å¤ä»»å¡å¼æï¼ä½ å¯ä»¥å¨å¤ä¸ª Kylin èç¹ä¸é
ç½®å®çè§è²ä¸º <code class="highlighter-rouge">job</code> æ <code class="highlighter-rouge">all</code>ã为äºé¿å
å®ä»¬ä¹é´äº§çç«äºï¼éè¦å¯ç¨åå¸å¼ä»»å¡éï¼è¯·å¨ <code class="highlighter-rouge">kylin.properties</code> éé
ç½®ï¼</p>
+
+<div class="highlighter-rouge"><pre class="highlight"><code>kylin.job.scheduler.default=2
+kylin.job.lock=org.apache.kylin.storage.hbase.util.ZookeeperDistributedJobLock
+</code></pre>
+</div>
+<p>并记å¾å°ææä»»å¡åæ¥è¯¢èç¹çå°å注åå° <code class="highlighter-rouge">kylin.server.cluster-servers</code>.</p>
+
+<h2 id="ldap--sso-authentication">æ¯æ LDAP æ SSO authentication</h2>
+
+<p>æ¥ç <a href="../howto/howto_ldap_and_sso.html">How to Enable Security with LDAP and SSO</a></p>
+
+<h2 id="section-2">æ¯æé®ä»¶éç¥</h2>
+
+<p>Kylin å¯ä»¥å¨ job å®æ/失败çæ¶ååéé®ä»¶éç¥ï¼ç¼è¾ <code class="highlighter-rouge">conf/kylin.properties</code>ï¼è®¾ç½®å¦ä¸åæ°ä½¿å
¶çæ:</p>
+
+<div class="highlight"><pre><code class="language-groff" data-lang="groff">mail.enabled=true
+mail.host=your-smtp-server
+mail.username=your-smtp-account
+mail.password=your-smtp-pwd
+mail.sender=your-sender-address
+kylin.job.admin.dls=adminstrator-address</code></pre></div>
+
+<p>éå¯ Kylin æå¡å¨ä½¿å
¶çæã设置 <code class="highlighter-rouge">mail.enabled</code> 为 <code class="highlighter-rouge">false</code> 令å
¶å¤±æã</p>
+
+<p>ææç jobs 管çåé½ä¼æ¶å°éç¥ã建模è
ååæå¸éè¦å°é®ç®±å¡«åå¨ cube å建ç第ä¸é¡µç âNotification Listâ ä¸ï¼ç¶åå³å¯æ¶å°å
³äºè¯¥ cube çéç¥ã</p>
+
+ </article>
+ </div>
+ </div>
+ </div>
+ <!--
+* Licensed to the Apache Software Foundation (ASF) under one
+* or more contributor license agreements. See the NOTICE file
+* distributed with this work for additional information
+* regarding copyright ownership. The ASF licenses this file
+* to you under the Apache License, Version 2.0 (the
+* "License"); you may not use this file except in compliance
+* with the License. You may obtain a copy of the License at
+*
+* http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+-->
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+</div>
+
+ <li><a href="#titleæç¨" data-toggle="collapse" class="navtitle">æç¨</a></li>
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+ <li class="navlist">
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+ </li>
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+ <li class="navlist">
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+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/cube_spark.html" class="list-group-item-lay pjaxlink ">ç¨ Spark æ建 Cube</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/cube_streaming.html" class="list-group-item-lay pjaxlink ">ä» Kafka æµæ建 Cube</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/cube_build_performance.html" class="list-group-item-lay pjaxlink ">ä¼å Cube æ建</a>
+ </li>
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/kylin_client_tool.html" class="list-group-item-lay pjaxlink ">Python 客æ·ç«¯</a>
+ </li>
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/setup_systemcube.html" class="list-group-item-lay pjaxlink ">建ç«ç³»ç» Cube</a>
+ </li>
+
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/use_cube_planner.html" class="list-group-item-lay pjaxlink ">ä½¿ç¨ Cube Planner</a>
+ </li>
+
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/use_dashboard.html" class="list-group-item-lay pjaxlink ">ä½¿ç¨ Dashboard</a>
+ </li>
+
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/setup_jdbc_datasource.html" class="list-group-item-lay pjaxlink ">å»ºç« JDBC æ°æ®æº</a>
+ </li>
+
+
+
+
+
+
+
+
+ <ul>
+ </div>
+</div>
+
+ <li><a href="#titleå·¥å
·éæ" data-toggle="collapse" class="navtitle">å·¥å
·éæ</a></li>
+ <div class="collapse in">
+ <div class="list-group" id="list1">
+ <ul>
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/odbc.html" class="list-group-item-lay pjaxlink ">ODBC 驱å¨</a>
+ </li>
+
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+
+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/jdbc.html" class="list-group-item-lay pjaxlink ">JDBC 驱å¨</a>
+ </li>
+
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+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/tableau.html" class="list-group-item-lay pjaxlink ">Tableau 8</a>
+ </li>
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+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/tableau_91.html" class="list-group-item-lay pjaxlink ">Tableau 9</a>
+ </li>
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+
+
+ <li class="navlist">
+ <a href="/cn/docs23/tutorial/powerbi.html" class="list-group-item-lay pjaxlink ">Excel å Power BI æç¨</a>
+ </li>
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