Added: kylin/site/cn/docs31/howto/howto_upgrade.html
URL: 
http://svn.apache.org/viewvc/kylin/site/cn/docs31/howto/howto_upgrade.html?rev=1901938&view=auto
==============================================================================
--- kylin/site/cn/docs31/howto/howto_upgrade.html (added)
+++ kylin/site/cn/docs31/howto/howto_upgrade.html Wed Jun 15 14:07:30 2022
@@ -0,0 +1,7546 @@
+<!--
+* 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.
+-->
+
+<!doctype html>
+<html>
+       <!--
+* 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.
+-->
+
+<head>
+  <meta charset="utf-8">
+  <meta http-equiv="X-UA-Compatible" content="IE=edge">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+
+  <title>Apache Kylin | 从旧版本升级</title>
+  <meta name="description" content="Apache Kylin Home">
+  <meta name="author"      content="Apache Kylin">
+  <link rel="shortcut icon" href="fav.png" type="image/png">
+
+
+
+<link rel="stylesheet" href="/assets/css/animate.css">
+<!-- Bootstrap -->
+<link rel="stylesheet" href="/assets/css/bootstrap.min.css">
+
+<!-- Fonts -->
+<!-- <link rel="stylesheet" 
href="http://fonts.googleapis.com/css?family=Alice|Open+Sans:400,300,700"> -->
+
+<!-- Icons -->
+<link rel="stylesheet" href="/assets/css/font-awesome.min.css">
+
+  <!-- Custom styles -->
+  <link rel="stylesheet" href="/assets/css/styles.css">
+  <link rel="stylesheet" href="/assets/css/docs.css">
+
+  <link rel="canonical" 
href="http://kylin.apache.org/cn/docs31/howto/howto_upgrade.html";>
+  <link rel="alternate" type="application/rss+xml" title="Apache Kylin" 
href="http://kylin.apache.org/feed.xml"; />
+
+<!--[if lt IE 9]> <script src="assets/js/html5shiv.js"></script> <![endif]-->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async 
src="https://www.googletagmanager.com/gtag/js?id=UA-120788561-1";></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+
+  gtag('config', 'UA-120788561-1');
+</script>
+<script type="text/javascript" src="/assets/js/jquery-1.9.1.min.js"></script>
+<script type="text/javascript" src="/assets/js/nside.js"></script> </script>
+<script type="text/javascript" src="/assets/js/nnav.js"></script> </script>
+<script>
+var _hmt = _hmt || [];
+(function() {
+  var hm = document.createElement("script");
+  hm.src = "https://hm.baidu.com/hm.js?bdc5e03add430c0b72cc0eb91eabfa99";;
+  var s = document.getElementsByTagName("script")[0]; 
+  s.parentNode.insertBefore(hm, s);
+})();
+</script>
+</head>
+
+       <body>
+               <!--
+* 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.
+-->
+
+<header id="header" >
+  <!-- Main Menu -->
+  <nav class="navbar navbar-default" role="navigation" id="nav-wrapper">
+    <div class="container-fluid" id="nav">
+      <!-- Brand and toggle get grouped for better mobile display -->
+      <div class="navbar-header">
+        <img class="navbar-logo" width="46" src="/assets/images/kylin_logo.png 
"></img> 
+        
+        <button type="button" class="navbar-toggle collapsed" 
data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
+          <span class="sr-only">Toggle navigation</span>
+          <span class="icon-bar"></span>
+          <span class="icon-bar"></span>
+          <span class="icon-bar"></span>
+        </button>
+        <ul class="nav icon-navbar">
+            <li><a href="https://twitter.com/apachekylin"; target="_blank" 
class="fa fa-twitter fa-lg"  title="Twitter: @ApacheKylin" ></a></li>
+            <li><a href="https://github.com/apache/kylin"; target="_blank" 
class="fa fa-github-alt fa-lg" title="Github: apache/kylin" ></a></li>          
+            <li><a href="https://www.facebook.com/kylinio"; target="_blank" 
class="fa fa-facebook fa-lg" title="Facebook: kylin.io" ></a></li>    
+        </ul>
+      </div>
+
+      <!-- Collect the nav links, forms, and other content for toggling -->
+      <div class="navbar-collapse collapse" id="bs-example-navbar-collapse-1">
+        <ul class="nav navbar-nav">
+            <li><a href="/cn">首页</a></li>
+            <li>
+                <a href="/cn/docs" class="dropdown-toggle" 
data-toggle="dropdown" role="button" aria-haspopup="true" 
aria-expanded="false">文档<span class="caret"></span></a>
+                <ul class="dropdown-menu">
+                    <li><a href="/cn/docs/">最新版本(Kylin 4.0.1)</a></li>
+                    <li><a href="/cn/docs31/">Kylin 3.1.3</a></li>
+                    <li><a href="/cn/docs24/">Kylin 2.4.0</a></li>
+                    <li><a href="/cn/archive/">归档</a></li>
+                </ul>
+            </li>
+            <li><a href="/cn/download">下载</a></li>
+            <li><a href="/cn/community" >社区</a></li>
+            <li>
+                <a href="/cn/development" class="dropdown-toggle" 
data-toggle="dropdown" role="button" aria-haspopup="true" 
aria-expanded="false">开发<span class="caret"></span></a>
+                <ul class="dropdown-menu">
+                    <li><a href="/cn/development40/">Kylin 4.x</a></li>
+                    <li><a href="/cn/development/"> Kylin 3.x 
及以前版本</a></li>
+                </ul>
+            </li>
+            <li><a href="/cn/blog">博客</a></li>
+            <li><a href="/" >English</a></li>           
+        </ul>
+        
+
+      </div><!-- /.navbar-collapse -->
+    </div><!-- /.container-fluid -->
+  </nav>
+
+  <div id="head" class="parallax normal-header" >
+    <div class="text-center header-apache">
+      <a href="http://apache.org/foundation/contributing.html"; title="Support 
Apache" style="margin-left: 150px;">
+        <div>
+          <img src="https://www.apache.org/images/SupportApache-small.png";>
+        </div>
+      </a>
+    </div>  
+  </div>
+
+ </header>
+
+               
+               <div class="container">
+                       <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">从旧版本升级</h1>
+                                                       <article 
class="post-content" >
+                                                       <p>Apache Kylin 
是作为 Hadoop 的客户端运行,Apache Kylin 的元数据和 Cube 
数据持久化在 Hadoop(HBase 和 HDFS)中,因
此升级相对容易,用户无需担
心数据丢失。可以通过以下步骤执行升级:</p>
+
+<ul>
+  <li>从 Kylin 下载页面选择对应的 Hadoop 版本下载新的 Apache 
Kylin 二进制包。</li>
+  <li>将新版本的 Kylin 包解压到新文件夹,例如 
/usr/local/kylin/apache-kylin-2.1.0/ 
(不建议直接覆盖旧路径)。</li>
+  <li>将旧配置文件(<code 
class="highlighter-rouge">$KYLIN_HOME/conf/*</code>)合并到新é…
ç½®æ–‡ä»¶ä¸­ã€‚不建议覆盖新的配置文件。如果修改了 tomcat é…
ç½®ï¼ˆ$KYLIN_HOME/tomcat/conf/),请对其执行相同操作。</li>
+  <li>通过 <code class="highlighter-rouge">bin/kylin.sh stop</code> 
停止当前的运行的 Kylin 实例。</li>
+  <li>将 <code class="highlighter-rouge">KYLIN_HOME</code> 
环境变量设置为新 Kylin 安装的文件夹路径。如果在 <code 
class="highlighter-rouge">~/.bash_profile</code> 或其他脚本中设置了 
<code class="highlighter-rouge">KYLIN_HOME</code>,记得更新它们。</li>
+  <li>通过 <code class="highlighter-rouge">$KYLIN_HOME/bin/kylin 
start</code> 启动新的 Kylin 实例。在新的 Kylin 启动之后,登录 
Kylin web 页面检查元数据是否正确加载。</li>
+  <li><a href="howto_update_coprocessor.html">更新 coprocessor</a> 确保 
HBase region servers 使用最新的 Kylin coprocessor。</li>
+  <li>验证您的 SQL 查询是否可以成功执行。</li>
+</ul>
+
+<p>以下是特定的版本升级指南:</p>
+
+<h2 id="kylin-312--kylin-313">从 Kylin 3.1.2 升级到 Kylin 3.1.3</h2>
+<p>1) 使用实时功能时,用户需要为 coordinator node 设置 <code 
class="highlighter-rouge">kylin.server.mode=stream_coordinator</code>,而不能将å
…¶è®¾ç½®ä¸º<code class="highlighter-rouge">kylin.server.mode=all</code>。<br />
+2) Kylin 用户可以在 kylin 3.1.3 中通过 config <code 
class="highlighter-rouge">kylin.security.encrypt.cipher.ivSpec</code> 
自定义加密算法的 IV 值。<br />
+   1. 如果使用默认值,则不需要在 kylin.properties 中修改加
密密码。<br />
+   2. 如果你改变了<code 
class="highlighter-rouge">kylin.security.encrypt.cipher.ivSpec</code>的值,原本åŠ
 å¯†åŽçš„密码需要进行重新加密。 <br />
+   3. 加密算法可用于加密 <code 
class="highlighter-rouge">kylin.metadata.url(mysql password)</code>, <code 
class="highlighter-rouge">kylin.security.ldap.connection-password</code> 
等.</p>
+
+<h2 id="kylin-30--kylin-310">从 Kylin 3.0 升级到 Kylin 3.1.0</h2>
+<p>1) kylin 3.1.0 web 的<code class="highlighter-rouge">Set Config</code> 
默认是关闭的。<br />
+2) <a href="https://issues.apache.org/jira/browse/KYLIN-4478";>KYLIN-4478</a> 
修改了加密算法。如果在 kylin 中启用 LDAP,则需要重新加密 
kylin.properties 中配置的 LDAP 服务器的密码:</p>
+
+<div class="highlighter-rouge"><pre class="highlight"><code>cd 
$KYLIN_HOME/tomcat/webapps/kylin/WEB-INF/lib
+java -classpath 
kylin-server-base-\&lt;versioin\&gt;.jar:kylin-core-common-\&lt;versioin\&gt;.jar:spring-beans-4.3.10.RELEASE.jar:spring-core-4.3.10.RELEASE.jar:commons-codec-1.7.jar
 org.apache.kylin.rest.security.PasswordPlaceholderConfigurer AES 
&lt;your_password&gt;
+</code></pre>
+</div>
+
+<p>然后将重新加密的密码更新为<code 
class="highlighter-rouge">kylin.security.ldap.connection-password=&lt;your_password_encrypted&gt;</code>。</p>
+
+<h2 id="kylin-24--kylin-250">从 Kylin 2.4 升级到 Kylin 2.5.0</h2>
+<ul>
+  <li>Kylin 2.5 需要 Java 8;如果您使用的是 Java 7,请升级 
Java。</li>
+  <li>Kylin 元数据在 2.4 和 2.5 之间兼容。不需要迁移。</li>
+  <li>Spark 引擎会将原先在 MR 上的步骤移至 Spark 
上执行,升级后您可能会看到同一个 Cube 的性能差异。</li>
+  <li>属性 <code 
class="highlighter-rouge">kylin.source.jdbc.sqoop-home</code> 是 sqoop 安装
的位置,而不是它的 “bin” 子文件夹,如果你
使用RDBMS作为数据源,请修改它。</li>
+  <li>现在默认启用 Cube 
planner;新的多维数据集将在首次构建时就进行优化。System 
cube 和 dashboard 仍然需要手动启用。</li>
+</ul>
+
+<h2 id="kylin-210--kylin-220">从 Kylin 2.1.0 升级到 Kylin 2.2.0</h2>
+
+<p>Kylin 2.2.0 cube 元数据与 Kylin 2.1.0 å…
¼å®¹ï¼Œä½†æ‚¨éœ€è¦æ³¨æ„ä»¥ä¸‹å˜æ›´ï¼š<br />
+* Cube ACL 已被移除,使用 Project Level ACL 
进行代替。用户需要手动配置当前项目权限去适é…
è¿ç§»ä¹‹å‰çš„ Cube 权限。请参考<a 
href="/cn/docs24/tutorial/project_level_acl.html">Project Level ACL</a>。<br />
+* 更新 HBase coprocessor。现有 Cube 的 HBase tables 
需要更新到最新的 coprocessor。按照 <a 
href="/cn/docs24/howto/howto_update_coprocessor.html">更新 coprocessor</a> 
进行更新。</p>
+
+<h2 id="kylin-200--kylin-210">从 Kylin 2.0.0 升级到 Kylin 2.1.0</h2>
+
+<p>Kylin 2.1.0 Cube 元数据与 Kylin 2.0.0 å…
¼å®¹ï¼Œä½†éœ€è¦æ³¨æ„ä»¥ä¸‹çš„变更。</p>
+
+<p>1)在之前的版本中,Kylin 使用了额外的两张 HBase 表 
“kylin_metadata_user” 和 “kylin_metadata_acl” 来持久化用户和 
ACL 信息。从 2.1 开始,Kylin 将所有信息合并到一张
表中:”kylin_metadata”。这将使备份/恢复和维护更加
容易。启动 Kylin 2.1.0 时,会检测是否这两张
表需要迁移;如果需要迁移,它将打印需要执行迁移的命令:</p>
+
+<div class="highlighter-rouge"><pre class="highlight"><code>ERROR: Legacy ACL 
metadata detected. Please migrate ACL metadata first. Run command 'bin/kylin.sh 
org.apache.kylin.tool.AclTableMigrationCLI MIGRATE'.
+</code></pre>
+</div>
+
+<p>迁移完成后,您可以从 HBase 中删除遗留的 
“kylin_metadata_user” 和 “kylin_metadata_acl” 表。</p>
+
+<p>2) 从 v2.1 开始, Kylin 注释了 “conf/kylin.properties” 
中的默认配置; 您只需要取消注释或在其中添加
自定义属性。</p>
+
+<p>3) Spark 已经从 v1.6.3 升级到 v2.1.1,如果您在 kylin.properties 
中自定义了 Spark 配置,请参考 <a 
href="https://spark.apache.org/docs/2.1.0/";>Spark 文档</a> 进行升级é…
ç½®ã€‚</p>
+
+<p>4)如果你
在两个集群上运行Kylin(计算/查询分离),则需要将大å…
ƒæ•°æ®æ–‡ä»¶ï¼ˆä¿å­˜åœ¨ HDFS 而不是 HBase)从 Hadoop 集群复制到 
HBase 集群。</p>
+
+<div class="highlighter-rouge"><pre class="highlight"><code>hadoop distcp 
hdfs://compute-cluster:8020/kylin/kylin_metadata/resources 
hdfs://query-cluster:8020/kylin/kylin_metadata/resources
+</code></pre>
+</div>
+
+<h2 id="kylin-160--kylin-200">从 Kylin 1.6.0 升级到 Kylin 2.0.0</h2>
+
+<p>Kylin v2.0.0 可以直接读取 v1.6.0 元数据。请按ç…
§ä¸Šè¿°å¸¸è§„升级步骤进行操作。</p>
+
+<p><code class="highlighter-rouge">kylin.properties</code> 中的é…
ç½®åç§°ä»Ž 2.0.0 
版本开始更改。虽然旧的属性名称仍然有效,但建议使用新的属性名称,å›
 ä¸ºå®ƒä»¬éµå¾ª <a 
href="/cn/development/coding_naming_convention.html">命名约定</a> 
并且更容易理解。请参考[从旧属性到新属性的映
射](https://github.com/apache/kylin/blob/2.0.x/core-common/src/main/resources/kylin-backward-compatibility.properties)。</p>
+
+<h2 id="kylin-154--kylin-160">从 Kylin 1.5.4 升级到 Kylin 1.6.0</h2>
+
+<p>Kylin 1.5.4 和 Kylin 1.6.0 在元数据上是兼容的。请按ç…
§ä¸Šè¿°å¸¸è§„升级步骤操作。</p>
+
+<h2 id="kylin-153--kylin-154">从 Kylin 1.5.3 升级到 Kylin 1.5.4</h2>
+
+<p>Kylin 1.5.3 和 Kylin 1.5.4 在元数据上是兼容的。请按ç…
§ä¸Šè¿°å¸¸è§„升级步骤操作。</p>
+
+<h2 id="kylin-152--kylin-153">从 Kylin 1.5.2 升级到 Kylin 1.5.3</h2>
+
+<p>Kylin 1.5.3 元数据与 Kylin 1.5.2 兼容,您的 Cube 
不需要重建,像往常一样,需要执行一些操作:</p>
+
+<h4 id="hbase-coprocessor">1. 更新 HBase coprocessor</h4>
+
+<p>现有 Cube 的 HBase 表需要更新到最新的 coprocessor;请按ç…
§[更新 coprocessor][howto_update_coprocessor.html]进行更新;</p>
+
+<h4 id="confkylinhiveconfxml">2. 更新 conf/kylin_hive_conf.xml</h4>
+
+<p>从 Kylin 1.5.3 开始,Kylin 不再需要 Hive 
来合并小文件;复制之前版本 conf/* 的用户,请去掉 
kylin_hive_conf.xml 中的 “merge” 相关属性,包括 
“hive.merge.mapfiles”、”hive.merge.mapredfiles”、”hive.merge.size.per.task”;
 这将节省从 Hive 提取数据的时间。</p>
+
+<h2 id="kylin-151--kylin-152">从 Kylin 1.5.1 升级到 Kylin 1.5.2</h2>
+
+<p>Kylin v1.5.2 元数据与 v1.5.1 兼容,您的 Cube 
不需要重建,但需要执行一些操作:</p>
+
+<h4 id="hbase-coprocessor-1">1. 更新 HBase coprocessor</h4>
+
+<p>现有 Cube 的 HBase 表需要更新到最新的 coprocessor;请按ç…
§[更新 coprocessor][howto_update_coprocessor.html]进行更新;</p>
+
+<h4 id="confkylinproperties">2. 更新 conf/kylin.properties</h4>
+
+<p>在 v1.5.2 中,不推荐使用几个属性,并添加了几
个新属性:</p>
+
+<p>已弃用:</p>
+
+<ul>
+  <li>kylin.hbase.region.cut.small=5</li>
+  <li>kylin.hbase.region.cut.medium=10</li>
+  <li>kylin.hbase.region.cut.large=50</li>
+</ul>
+
+<p>新增:</p>
+
+<ul>
+  <li>kylin.hbase.region.cut=5</li>
+  <li>kylin.hbase.hfile.size.gb=2</li>
+</ul>
+
+<p>这些新参数决定了如何分割 HBase 
region;要使用不同的大小,您可以在 Cube 
级别覆盖这些参数。</p>
+
+<p>从旧的 kylin.properties 文件复制时,建议删
除不推荐使用的并添加新的。</p>
+
+<h4 id="confkylinjobconfinmemxml">3. 添加 conf/kylin_job_conf_inmem.xml</h4>
+
+<p>在 “conf” 文件夹中添加了一个名为 
“conf/kylin_job_conf_inmem.xml” 的新作业配置文件;由于 Kylin 1.5 
引入了“fast cubing”算法,该算法旨在利用更多内存来进行 
in-mem 聚合; Kylin 将使用这个新的 conf 文件来提交 in-mem 的 
cube build 作业,该作业与正常作业请求不同的内存;请æ 
¹æ®æ‚¨çš„集群容量适当调整。</p>
+
+<p>此外,如果为不同容量的 Cube 使用了单独的é…
ç½®æ–‡ä»¶ï¼Œä¾‹å¦‚ “kylin_job_conf_small.xml”, 
“kylin_job_conf_medium.xml” 和 
“kylin_job_conf_large.xml”,请注意它们现在已被弃用;只有 
“kylin_job_conf.xml” 和 “kylin_job_conf_inmem.xml” 用于提交cube 
job;如果你有 cube 级别的作业配置(比如使用不同的 Yarn 
作业队列),你可以在 cube 级别自定义,查看 <a 
href="https://issues.apache.org/jira/browse/KYLIN-1706";>KYLIN-1706</a>。</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.
+-->
+
+<div class="col-md-4 col-lg-4 col-xs-12 col-sm-12 aside1 visible-sm visible-xs 
visible-md visible-lg" id="nside1" style="margin-top: 5em;float:right;">
+    <ul class="nav nav-pills nav-stacked">    
+    
+    <li><a href="#title开始" data-toggle="collapse" 
id="navtitle">开始</a></li>
+    <div class="collapse in">
+       <div class="list-group" id="list1">
+    <ul>
+    
+
+
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/index.html" class="list-group-item-lay 
pjaxlink">概述</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/gettingstarted/faq.html" 
class="list-group-item-lay pjaxlink">常见问题</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/gettingstarted/kylin-quickstart.html" 
class="list-group-item-lay pjaxlink">快速开始</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title安装" data-toggle="collapse" id="navtitle">安装
</a></li>
+    <div class="collapse in">
+       <div class="list-group" id="list1">
+    <ul>
+    
+
+
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/index.html" class="list-group-item-lay 
pjaxlink">安装指南</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/kylin_cluster.html" 
class="list-group-item-lay pjaxlink">集群模式部署</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/configuration.html" 
class="list-group-item-lay pjaxlink">Kylin 配置</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/kylin_aws_emr.html" 
class="list-group-item-lay pjaxlink">在 AWS EMR 上安装 Kylin</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/kylin_docker.html" 
class="list-group-item-lay pjaxlink">用 Docker 运行 Kylin</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/install/kylin_on_kubernetes.html" 
class="list-group-item-lay pjaxlink">在 Kubernetes 上部署 Kylin</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title教程" data-toggle="collapse" 
id="navtitle">教程</a></li>
+    <div class="collapse in">
+       <div class="list-group" id="list1">
+    <ul>
+    
+
+
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/kylin_sample.html" 
class="list-group-item-lay pjaxlink">样例 Cube 快速入门</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/web.html" class="list-group-item-lay 
pjaxlink">Web 界面</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/create_cube.html" 
class="list-group-item-lay pjaxlink">Cube 创建</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_build_job.html" 
class="list-group-item-lay pjaxlink">Cube 构建和 Job 监控</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_migration.html" 
class="list-group-item-lay pjaxlink">Cube 迁移</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/sql_reference.html" 
class="list-group-item-lay pjaxlink">SQL 快速参考</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/project_level_acl.html" 
class="list-group-item-lay pjaxlink">项目和表级别权限控制</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_spark.html" 
class="list-group-item-lay pjaxlink">用 Spark 构建 Cube</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_flink.html" 
class="list-group-item-lay pjaxlink">用 Flink 构建 Cube</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_streaming.html" 
class="list-group-item-lay pjaxlink">从 Kafka 流构建 Cube(Near RT 
Streaming)</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/cube_build_performance.html" 
class="list-group-item-lay pjaxlink">优化 Cube 构建</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/kylin_client_tool.html" 
class="list-group-item-lay pjaxlink">Python 客户端</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/setup_systemcube.html" 
class="list-group-item-lay pjaxlink">建立系统 Cube</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/use_cube_planner.html" 
class="list-group-item-lay pjaxlink">使用 Cube Planner</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/use_dashboard.html" 
class="list-group-item-lay pjaxlink">使用 Dashboard</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/setup_jdbc_datasource.html" 
class="list-group-item-lay pjaxlink">建立 JDBC 数据源</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/hybrid.html" class="list-group-item-lay 
pjaxlink">Hybrid 模型</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/mysql_metastore.html" 
class="list-group-item-lay pjaxlink">基于 MySQL 的 Metastore 配置</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/query_pushdown.html" 
class="list-group-item-lay pjaxlink">查询下压</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title工具集成" data-toggle="collapse" id="navtitle">å·¥å…
·é›†æˆ</a></li>
+    <div class="collapse in">
+       <div class="list-group" id="list1">
+    <ul>
+    
+
+
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/odbc.html" class="list-group-item-lay 
pjaxlink">ODBC 驱动</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/jdbc.html" class="list-group-item-lay 
pjaxlink">JDBC 驱动</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/tableau.html" class="list-group-item-lay 
pjaxlink">Tableau 8</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/tableau_91.html" 
class="list-group-item-lay pjaxlink">Tableau 9</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/powerbi.html" class="list-group-item-lay 
pjaxlink">Excel 及 Power BI 教程</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/squirrel.html" class="list-group-item-lay 
pjaxlink">SQuirreL</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/Qlik.html" class="list-group-item-lay 
pjaxlink">Qlik Sense 集成</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/tutorial/superset.html" class="list-group-item-lay 
pjaxlink">Superset</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title帮助" data-toggle="collapse" 
id="navtitle">帮助</a></li>
+    <div class="collapse in">
+       <div class="list-group" id="list1">
+    <ul>
+    
+
+
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_use_restapi.html" 
class="list-group-item-lay pjaxlink">RESTful API</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_build_cube_with_restapi.html" 
class="list-group-item-lay pjaxlink">用 API 构建 Cube</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_optimize_cubes.html" 
class="list-group-item-lay pjaxlink">优化 Cube 设计</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_backup_metadata.html" 
class="list-group-item-lay pjaxlink">备份元数据</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_cleanup_storage.html" 
class="list-group-item-lay pjaxlink">清理存储</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_use_cli.html" 
class="list-group-item-lay pjaxlink">实用 CLI 工具</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/howto_use_hive_mr_dict.html" 
class="list-group-item-lay pjaxlink">使用Hive构建全局字典</a>
+      </li>      
+      
+
+
+
+  
+
+  
+    
+  
+
+
+
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs31/howto/sample_dataset.html" 
class="list-group-item-lay pjaxlink">样例数据集</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+
+    </ul>
+</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.
+-->
+
+<footer id="underfooter">
+    <div>
+        <div class="row">
+            <div class="col-md-12 widget">
+                <div class="widget-body">
+                    <div class="footer-img">
+                        <a href="http://www.apache.org";>
+                            <img id="asf-logo" height="78px" alt="Apache 
Software Foundation" src="/assets/images/apache_footer.png">
+                        </a>
+                    </div>
+                    <p style="padding-top: 11px;">
+                        The contents of this website are © 2015 Apache 
Software Foundation under the terms of the 
+                        <a href="http://www.apache.org/licenses/LICENSE-2.0";> 
Apache License v2 </a>. 
+                    </p>
+                    <p style="margin-bottom: 11px;">    
+                        Apache Kylin and its logo are trademarks of the Apache 
Software Foundation.
+                    </div>
+
+                </div>
+            </div>
+        </div>
+        <!-- /row of widgets -->
+
+    </div>
+    <div></div>
+
+</footer>
+
+       <script src="/assets/js/jquery-1.9.1.min.js"></script> 
+       <script src="/assets/js/bootstrap.min.js"></script> 
+       <script src="/assets/js/main.js"></script>
+       </body>
+</html>

Modified: kylin/site/cn/docs31/howto/howto_use_cli.html
URL: 
http://svn.apache.org/viewvc/kylin/site/cn/docs31/howto/howto_use_cli.html?rev=1901938&r1=1901937&r2=1901938&view=diff
==============================================================================
--- kylin/site/cn/docs31/howto/howto_use_cli.html (original)
+++ kylin/site/cn/docs31/howto/howto_use_cli.html Wed Jun 15 14:07:30 2022
@@ -493,6 +493,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/index.html" class="list-group-item-lay 
pjaxlink">概述</a>
       </li>      
@@ -662,6 +666,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/index.html" class="list-group-item-lay 
pjaxlink">安装指南</a>
       </li>      
@@ -771,6 +779,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/kylin_cluster.html" 
class="list-group-item-lay pjaxlink">集群模式部署</a>
       </li>      
@@ -868,6 +880,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/configuration.html" 
class="list-group-item-lay pjaxlink">Kylin 配置</a>
       </li>      
@@ -973,6 +989,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/kylin_aws_emr.html" 
class="list-group-item-lay pjaxlink">在 AWS EMR 上安装 Kylin</a>
       </li>      
@@ -1086,6 +1106,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/kylin_docker.html" 
class="list-group-item-lay pjaxlink">用 Docker 运行 Kylin</a>
       </li>      
@@ -1175,6 +1199,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/install/kylin_on_kubernetes.html" 
class="list-group-item-lay pjaxlink">在 Kubernetes 上部署 Kylin</a>
       </li>      
@@ -1366,6 +1394,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/kylin_sample.html" 
class="list-group-item-lay pjaxlink">样例 Cube 快速入门</a>
       </li>      
@@ -1609,6 +1641,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/web.html" class="list-group-item-lay 
pjaxlink">Web 界面</a>
       </li>      
@@ -1738,6 +1774,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/create_cube.html" 
class="list-group-item-lay pjaxlink">Cube 创建</a>
       </li>      
@@ -1871,6 +1911,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_build_job.html" 
class="list-group-item-lay pjaxlink">Cube 构建和 Job 监控</a>
       </li>      
@@ -2016,6 +2060,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_migration.html" 
class="list-group-item-lay pjaxlink">Cube 迁移</a>
       </li>      
@@ -2231,6 +2279,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/sql_reference.html" 
class="list-group-item-lay pjaxlink">SQL 快速参考</a>
       </li>      
@@ -2424,6 +2476,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/project_level_acl.html" 
class="list-group-item-lay pjaxlink">项目和表级别权限控制</a>
       </li>      
@@ -2573,6 +2629,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_spark.html" 
class="list-group-item-lay pjaxlink">用 Spark 构建 Cube</a>
       </li>      
@@ -2714,6 +2774,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_flink.html" 
class="list-group-item-lay pjaxlink">用 Flink 构建 Cube</a>
       </li>      
@@ -2867,6 +2931,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_streaming.html" 
class="list-group-item-lay pjaxlink">从 Kafka 流构建 Cube(Near RT 
Streaming)</a>
       </li>      
@@ -3113,6 +3181,10 @@ sampling-percentage=100</code></pre></di
   
     
   
+    
+  
+    
+  
 
 
 
@@ -3246,6 +3318,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/cube_build_performance.html" 
class="list-group-item-lay pjaxlink">优化 Cube 构建</a>
       </li>      
@@ -3415,6 +3491,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/kylin_client_tool.html" 
class="list-group-item-lay pjaxlink">Python 客户端</a>
       </li>      
@@ -3622,6 +3702,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/setup_systemcube.html" 
class="list-group-item-lay pjaxlink">建立系统 Cube</a>
       </li>      
@@ -3857,6 +3941,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/use_cube_planner.html" 
class="list-group-item-lay pjaxlink">使用 Cube Planner</a>
       </li>      
@@ -4096,6 +4184,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/use_dashboard.html" 
class="list-group-item-lay pjaxlink">使用 Dashboard</a>
       </li>      
@@ -4299,6 +4391,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/setup_jdbc_datasource.html" 
class="list-group-item-lay pjaxlink">建立 JDBC 数据源</a>
       </li>      
@@ -4460,6 +4556,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/hybrid.html" class="list-group-item-lay 
pjaxlink">Hybrid 模型</a>
       </li>      
@@ -4641,6 +4741,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/mysql_metastore.html" 
class="list-group-item-lay pjaxlink">基于 MySQL 的 Metastore 配置</a>
       </li>      
@@ -4838,6 +4942,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/query_pushdown.html" 
class="list-group-item-lay pjaxlink">查询下压</a>
       </li>      
@@ -5041,6 +5149,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/odbc.html" class="list-group-item-lay 
pjaxlink">ODBC 驱动</a>
       </li>      
@@ -5206,6 +5318,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/jdbc.html" class="list-group-item-lay 
pjaxlink">JDBC 驱动</a>
       </li>      
@@ -5433,6 +5549,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/tableau.html" class="list-group-item-lay 
pjaxlink">Tableau 8</a>
       </li>      
@@ -5664,6 +5784,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/tableau_91.html" 
class="list-group-item-lay pjaxlink">Tableau 9</a>
       </li>      
@@ -5853,6 +5977,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/powerbi.html" class="list-group-item-lay 
pjaxlink">Excel 及 Power BI 教程</a>
       </li>      
@@ -6099,6 +6227,10 @@ sampling-percentage=100</code></pre></di
   
     
   
+    
+  
+    
+  
 
 
 
@@ -6314,6 +6446,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/squirrel.html" class="list-group-item-lay 
pjaxlink">SQuirreL</a>
       </li>      
@@ -6435,6 +6571,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/Qlik.html" class="list-group-item-lay 
pjaxlink">Qlik Sense 集成</a>
       </li>      
@@ -6658,6 +6798,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/tutorial/superset.html" class="list-group-item-lay 
pjaxlink">Superset</a>
       </li>      
@@ -6751,6 +6895,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/howto/howto_use_restapi.html" 
class="list-group-item-lay pjaxlink">RESTful API</a>
       </li>      
@@ -7089,6 +7237,10 @@ sampling-percentage=100</code></pre></di
   
     
   
+    
+  
+    
+  
 
 
 
@@ -7224,6 +7376,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/howto/howto_use_cli.html" 
class="list-group-item-lay pjaxlink">实用 CLI 工具</a>
       </li>      
@@ -7295,6 +7451,10 @@ sampling-percentage=100</code></pre></di
     
   
     
+  
+    
+  
+    
       <li class="navlist">
         <a href="/cn/docs31/howto/howto_use_hive_mr_dict.html" 
class="list-group-item-lay pjaxlink">使用Hive构建全局字典</a>
       </li>      
@@ -7313,6 +7473,10 @@ sampling-percentage=100</code></pre></di
   
     
   
+    
+  
+    
+  
     
   
     


Reply via email to