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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 [25/48] - 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...

Added: kylin/site/cn/docs23/tutorial/use_cube_planner.html
URL: http://svn.apache.org/viewvc/kylin/site/cn/docs23/tutorial/use_cube_planner.html?rev=1834820&view=auto
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--- kylin/site/cn/docs23/tutorial/use_cube_planner.html (added)
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+<!--
+* 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
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+*
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+
+  <title>Apache Kylin | 使用 Cube Planner</title>
+  <meta name="description" content="Apache Kylin Home">
+  <meta name="author"      content="Apache Kylin">
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+
+  <link rel="canonical" href="http://kylin.apache.org/cn/docs23/tutorial/use_cube_planner.html">
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+*
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+* 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>
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+            <li><a href="/" >English</a></li>           
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+        
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+
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+      <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">使用 Cube Planner</h1>
+							<article class="post-content" >
+							<blockquote>
+  <p>自 Apache Kylin v2.3.0 起使用</p>
+</blockquote>
+
+<h1 id="cube-planner">Cube Planner</h1>
+
+<h2 id="cube-planner-1">什么是 Cube Planner</h2>
+
+<p>OLAP 解决方案权衡了线上查询速度和线下 Cube build 花费(build Cube 的计算资源及保存 Cube 数据的存储资源)。资源效率是 OLAP engine 的最重要的能力。为了提高资源利用率,pre-build 最有价值的 cuboids 是至关重要的。</p>
+
+<p>Cube Planner 使 Apache Kylin 变得更节约资源。其智能 build 部分 Cube 以最小化 building Cube 的花费且同时最大化服务终端用户查询的利益,然后从运行中的查询学习模式且相应的进行动态的推荐 cuboids。</p>
+
+<p><img src="/images/CubePlanner/CubePlanner.png" alt="CubePlanner" /></p>
+
+<h2 id="section">前提</h2>
+
+<p>为使得在 WebUI 上的 Dashboard 有效,您需要设置 <strong>kylin.cube.cubeplanner.enabled=true</strong> 以及 <strong>kylin.properties</strong> 中的其他属性。</p>
+
+<div class="highlight"><pre><code class="language-groff" data-lang="groff">kylin.cube.cubeplanner.enabled=true
+kylin.server.query-metrics2-enabled=true
+kylin.metrics.reporter-query-enabled=true
+kylin.metrics.reporter-job-enabled=true
+kylin.metrics.monitor-enabled=true</code></pre></div>
+
+<h2 id="section-1">如何使用</h2>
+
+<p><em>注意:Cube planner 优化不适合新的 Cube。优化前 Cube 应该在产品上线一段时间(如 3 个月)。因而 Kylin 平台从终端用户收集了足够真实的查询且使用他们优化 Cube。</em>  </p>
+
+<h4 id="section-2">步骤 1:</h4>
+
+<p>​	选择一个 Cube</p>
+
+<h4 id="section-3">步骤 2:</h4>
+
+<ol>
+  <li>点击 ‘<strong>Planner</strong>’ 按钮查看 Cube 的 ‘<strong>Current Cuboid Distribution</strong>‘。</li>
+</ol>
+
+<p>应该确保 Cube 的状态是 ‘<strong>READY</strong>’</p>
+
+<p>如果 Cube 的状态是 ‘<strong>DISABLED</strong>‘,将不能使用 Cube planner。</p>
+
+<p>如果 Cube 之前已经 build 过,需要通过 building 或 enabling 它来将其状态从 ‘<strong>DISABLED</strong>’ 变为 ‘<strong>READY</strong>‘。</p>
+
+<h4 id="section-4">步骤 3:</h4>
+
+<p>a. 点击 ‘<strong>Planner</strong>’ 按钮查看 Cube 的 ‘<strong>Current Cuboid Distribution</strong>‘。</p>
+
+<ul>
+  <li>
+    <p>数据将会展示在 Sunburst Chart。</p>
+  </li>
+  <li>
+    <p>每一部分代表一个 cuboid,以不同的颜色展示,颜色取决于对 cuboid 查询的<strong>频率</strong>。</p>
+
+    <p><img src="/images/CubePlanner/CP.png" alt="CubePlanner" /></p>
+  </li>
+  <li>
+    <p>您可以移动鼠标经过图标然后它将会展示 cuboid 的详细信息。</p>
+
+    <p>详细信息包含 5 属性,’<strong>Name</strong>‘,’<strong>ID</strong>‘,’<strong>Query Count</strong>‘,’<strong>Exactly Match Count</strong>‘,’<strong>Row Count</strong>’ 和 ‘<strong>Rollup Rate</strong>‘。</p>
+
+    <p>Cuboid <strong>Name</strong> 由几个 ‘0’ 或 ‘1’ 组成。其意味着 dimensions 的结合。’0’ 意味着 dimension 在这个组合中不存在,’1’ 在这个组合中存在。所有的 dimensions 由在 advanced settings 中设置的 HBase 的 row keys 进行排序。</p>
+
+    <p>样例:</p>
+
+    <p><img src="/images/CubePlanner/Leaf.png" alt="CubePlanner" /></p>
+
+    <p>“1111111110000000” 意味着 dimension 组合是 [“MONTH_BEG_DT”,”USER_CNTRY_SITE_CD”,”RPRTD_SGMNT_VAL”,”RPRTD_IND”,”SRVY_TYPE_ID”,”QSTN_ID”,”L1_L2_IND”,”PRNT_L1_ID”,”TRANCHE_ID”],其基于 row key 排序。</p>
+
+    <p><strong>ID</strong> 是 cuboid 唯一的 id</p>
+
+    <p><strong>Query Count</strong> 是这个 cuboid 服务的查询总数,包括那些未预计算 cuboids 的查询,但是从线上 cuboid 中聚合出来。</p>
+
+    <p><strong>Exactly Match Count</strong> 是针对 cuboid 的真实查询的查询数量统计。</p>
+
+    <p><strong>Row Count</strong> 是针对这个 cuboid 所有 segment 的总 row 统计。</p>
+
+    <p><strong>Rollup Rate</strong> = (Cuboid 的 Row 统计数 / 其父母 cuboid 的 Row 统计数) * 100%</p>
+  </li>
+  <li>
+    <p>太阳图表的中心包含基本 cuboid 的组合信息。其 ‘<strong>名字</strong>’ 由几个 ‘1’ 组成。</p>
+  </li>
+</ul>
+
+<p>至于一片叶子,其 ‘<strong>名字</strong>’ 由几个 ‘0’ 和 1’ 组成。</p>
+
+<ul>
+  <li>
+    <p>如果您想要指定一片叶子,点击它。视图将会自己变化。</p>
+
+    <p><img src="/images/CubePlanner/Leaf-Specify.png" alt="Leaf-Specify" /></p>
+  </li>
+  <li>
+    <p>如果您想要指定一片叶子的父叶子,点击<strong>圆圈中心</strong>(标记为黄色的部分)。</p>
+  </li>
+</ul>
+
+<p><img src="/images/CubePlanner/Leaf-Specify-Parent.png" alt="Leaf-Specify-Parent" /></p>
+
+<p>b. 点击 ‘<strong>Recommend</strong>’ 按钮去查看 Cube 的 ‘<strong>Recommend Cuboid Distribution</strong>‘。</p>
+
+<p>如果 Cube 正在 building,Cube planner 的 ‘<strong>Recommend</strong>’ 功能将不能被执行。请等待 cube build 完成。</p>
+
+<ul>
+  <li>
+    <p>数据将会被使用唯一的算法计算。看见这个窗口很正常。</p>
+
+    <p><img src="/images/CubePlanner/Recommending.png" alt="Recommending" /></p>
+  </li>
+  <li>
+    <p>数据将会被展示在太阳图表</p>
+
+    <ul>
+      <li>每一个部分以不同的颜色展示,颜色取决于<strong>频率</strong>。</li>
+    </ul>
+  </li>
+</ul>
+
+<p><img src="/images/CubePlanner/CPRecom.png" alt="CubePlanner_Recomm" /></p>
+
+<ul>
+  <li>‘<strong>Recommend Cuboid Distribution</strong>’ 图表的具体操作和 ‘<strong>Current Cuboid Distribution</strong>’ 图表的一样。</li>
+  <li>当鼠标悬停在太阳形图表上时,用户可以从 cuboid 中指出 dimension 名称,如下图所示</li>
+  <li>用户可以点击<strong>导出</strong>从现有的 Cube 中以 json 文件导出受欢迎的维度组合(TopN cuboid,当前包括 Top 10,Top 50,Top 100 选项),并将其下载到您的本地文件系统,用于在创建 Cube 时记录或将来导入 dimension 组合。</li>
+</ul>
+
+<p><img src="/images/CubePlanner/export_cuboids.png" alt="export cuboids" /></p>
+
+<p>c. 点击 ‘<strong>Optimize</strong>’ 按钮优化 Cube。</p>
+
+<ul>
+  <li>
+    <p>一个确认窗口会弹出。点击 ‘<strong>Yes</strong>’ 开始优化。点击 ‘<strong>Cancel</strong>’ 取消优化。</p>
+  </li>
+  <li>
+    <p>用户可以在 Cube Planner 标签页了解 Cube 的最新优化时间。</p>
+  </li>
+</ul>
+
+<p><img src="/images/CubePlanner/column_name+optimize_time.png" alt="column name+optimize time" /></p>
+
+<ul>
+  <li>用户可以收到一个 Cube 优化 job 的邮件通知。</li>
+</ul>
+
+<p><img src="/images/CubePlanner/optimize_email.png" alt="optimize email" /></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
+*
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+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+* limitations under the License.
+-->
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+<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" class="navtitle">开始</a></li>
+    <div class="collapse in">
+  	<div class="list-group" id="list1">
+    <ul>
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+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title安装" data-toggle="collapse" class="navtitle">安装</a></li>
+    <div class="collapse in">
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+        <a href="/cn/docs23/install/kylin_cluster.html" class="list-group-item-lay pjaxlink ">Cluster 模式下部署</a>
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+      <li class="navlist">
+        <a href="/cn/docs23/install/advance_settings.html" class="list-group-item-lay pjaxlink ">高级设置</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/install/kylin_aws_emr.html" class="list-group-item-lay pjaxlink ">在 AWS EMR 上 安装 Kylin</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/install/kylin_docker.html" class="list-group-item-lay pjaxlink ">用 Docker 运行 Kylin</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title教程" data-toggle="collapse" class="navtitle">教程</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/kylin_sample.html" class="list-group-item-lay pjaxlink ">样例 Cube 快速入门</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/web.html" class="list-group-item-lay pjaxlink ">Web 界面</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/create_cube.html" class="list-group-item-lay pjaxlink ">Cube 创建</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/cube_build_job.html" class="list-group-item-lay pjaxlink ">Cube 构建和 Job 监控</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/project_level_acl.html" class="list-group-item-lay pjaxlink ">Project Level ACL</a>
+      </li>      
+      
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+    
+  
+    
+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/cube_spark.html" class="list-group-item-lay pjaxlink ">用 Spark 构建 Cube</a>
+      </li>      
+      
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+    
+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/cube_streaming.html" class="list-group-item-lay pjaxlink ">从 Kafka 流构建 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 ">优化 Cube 构建</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 客户端</a>
+      </li>      
+      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/setup_systemcube.html" class="list-group-item-lay pjaxlink ">建立系统 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 ">使用 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 ">使用 Dashboard</a>
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/setup_jdbc_datasource.html" class="list-group-item-lay pjaxlink ">建立 JDBC 数据源</a>
+      </li>      
+      
+
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+
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+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title工具集成" data-toggle="collapse" class="navtitle">工具集成</a></li>
+    <div class="collapse in">
+  	<div class="list-group" id="list1">
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+        <a href="/cn/docs23/tutorial/odbc.html" class="list-group-item-lay pjaxlink ">ODBC 驱动</a>
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+        <a href="/cn/docs23/tutorial/jdbc.html" class="list-group-item-lay pjaxlink ">JDBC 驱动</a>
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+        <a href="/cn/docs23/tutorial/tableau.html" class="list-group-item-lay pjaxlink ">Tableau 8</a>
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/tableau_91.html" class="list-group-item-lay pjaxlink ">Tableau 9</a>
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/powerbi.html" class="list-group-item-lay pjaxlink ">Excel 及 Power BI 教程</a>
+      </li>      
+      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/squirrel.html" class="list-group-item-lay pjaxlink ">SQuirreL</a>
+      </li>      
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+      <li class="navlist">
+        <a href="/cn/docs23/tutorial/Qlik.html" class="list-group-item-lay pjaxlink ">Qlik Sense 集成</a>
+      </li>      
+      
+
+
+
+
+
+
+
+        <ul>
+  </div>
+</div>
+    
+    <li><a href="#title帮助" data-toggle="collapse" class="navtitle">帮助</a></li>
+    <div class="collapse in">
+  	<div class="list-group" id="list1">
+    <ul>
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+      <li class="navlist">
+        <a href="/cn/docs23/howto/howto_use_restapi.html" class="list-group-item-lay pjaxlink ">Use RESTful API</a>
+      </li>      
+      
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+      <li class="navlist">
+        <a href="/cn/docs23/howto/howto_build_cube_with_restapi.html" class="list-group-item-lay pjaxlink ">用 API 构建 Cube</a>
+      </li>      
+      
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+      <li class="navlist">
+        <a href="/cn/docs23/howto/howto_optimize_cubes.html" class="list-group-item-lay pjaxlink ">优化 Cube 设计</a>
+      </li>      
+      
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+      <li class="navlist">
+        <a href="/cn/docs23/howto/howto_optimize_build.html" class="list-group-item-lay pjaxlink ">优化 Cube 构建</a>
+      </li>      
+      
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