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Posted to commits@zeppelin.apache.org by zj...@apache.org on 2019/01/23 04:28:05 UTC
svn commit: r1851877 [17/46] - in /zeppelin/site/docs: 0.8.1/ 0.8.1/assets/
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0.8.1/assets/themes/zeppelin/bootstrap/
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Added: zeppelin/site/docs/0.8.1/interpreter/lens.html
URL: http://svn.apache.org/viewvc/zeppelin/site/docs/0.8.1/interpreter/lens.html?rev=1851877&view=auto
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+
+<!DOCTYPE html>
+<html lang="en">
+ <head>
+ <meta charset="utf-8">
+ <title>Apache Zeppelin 0.8.0 Documentation: Lens Interpreter for Apache Zeppelin</title>
+ <meta name="description" content="Apache Lens provides an Unified Analytics interface. Lens aims to cut the Data Analytics silos by providing a single view of data across multiple tiered data stores and optimal execution environment for the analytical query. It seamlessly integrates Hadoop with traditional data warehouses to appear like one.">
+ <meta name="author" content="The Apache Software Foundation">
+
+ <!-- Enable responsive viewport -->
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js"></script>
+ <![endif]-->
+
+ <link href="//maxcdn.bootstrapcdn.com/font-awesome/4.2.0/css/font-awesome.min.css" rel="stylesheet">
+
+ <!-- Le styles -->
+ <link href="/docs/0.8.0/assets/themes/zeppelin/bootstrap/css/bootstrap.css" rel="stylesheet">
+ <link href="/docs/0.8.0/assets/themes/zeppelin/css/style.css?body=1" rel="stylesheet" type="text/css">
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+ <!-- Le fav and touch icons -->
+ <!-- Update these with your own images
+ <link rel="shortcut icon" href="images/favicon.ico">
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+ <script src="/docs/0.8.0/assets/themes/zeppelin/bootstrap/js/bootstrap.min.js"></script>
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+ <script src="/docs/0.8.0/assets/themes/zeppelin/js/search.js"></script>
+
+ <!-- atom & rss feed -->
+ <link href="/docs/0.8.0/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed">
+ <link href="/docs/0.8.0/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed">
+ </head>
+
+ <body>
+
+ <div id="menu" class="navbar navbar-inverse navbar-fixed-top" role="navigation">
+ <div class="container navbar-container">
+ <div class="navbar-header">
+ <button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-collapse">
+ <span class="sr-only">Toggle navigation</span>
+ <span class="icon-bar"></span>
+ <span class="icon-bar"></span>
+ <span class="icon-bar"></span>
+ </button>
+ <div class="navbar-brand">
+ <a class="navbar-brand-main" href="http://zeppelin.apache.org">
+ <img src="/docs/0.8.0/assets/themes/zeppelin/img/zeppelin_logo.png" width="50"
+ style="margin-top: -2px;" alt="I'm zeppelin">
+ <span style="margin-left: 5px; font-size: 27px;">Zeppelin</span>
+ <a class="navbar-brand-version" href="/docs/0.8.0"
+ style="font-size: 15px; color: white;"> 0.8.0
+ </a>
+ </a>
+ </div>
+ </div>
+ <nav class="navbar-collapse collapse" role="navigation">
+ <ul class="nav navbar-nav">
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Quick Start <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+ <li class="title"><span>Getting Started</span></li>
+ <li><a href="/docs/0.8.0/quickstart/install.html">Install</a></li>
+ <li><a href="/docs/0.8.0/quickstart/explore_ui.html">Explore UI</a></li>
+ <li><a href="/docs/0.8.0/quickstart/tutorial.html">Tutorial</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/quickstart/spark_with_zeppelin.html">Spark with Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/quickstart/sql_with_zeppelin.html">SQL with Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/quickstart/python_with_zeppelin.html">Python with Zeppelin</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Usage<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Dynamic Form</span></li>
+ <li><a href="/docs/0.8.0/usage/dynamic_form/intro.html">What is Dynamic Form?</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Display System</span></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#text">Text Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#html">HTML Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#table">Table Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#network">Network Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/angular_backend.html">Angular Display using Backend API</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/angular_frontend.html">Angular Display using Frontend API</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Interpreter</span></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/overview.html">Overview</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/interpreter_binding_mode.html">Interpreter Binding Mode</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/user_impersonation.html">User Impersonation</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/dependency_management.html">Dependency Management</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/installation.html">Installing Interpreters</a></li>
+ <!--<li><a href="/docs/0.8.0/usage/interpreter/dynamic_loading.html">Dynamic Interpreter Loading (Experimental)</a></li>-->
+ <li><a href="/docs/0.8.0/usage/interpreter/execution_hooks.html">Execution Hooks (Experimental)</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Other Features</span></li>
+ <li><a href="/docs/0.8.0/usage/other_features/publishing_paragraphs.html">Publishing Paragraphs</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/personalized_mode.html">Personalized Mode</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/customizing_homepage.html">Customizing Zeppelin Homepage</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/notebook_actions.html">Notebook Actions</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/cron_scheduler.html">Cron Scheduler</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/zeppelin_context.html">Zeppelin Context</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>REST API</span></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/interpreter.html">Interpreter API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/zeppelin_server.html">Zeppelin Server API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/notebook.html">Notebook API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/notebook_repository.html">Notebook Repository API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/configuration.html">Configuration API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/credential.html">Credential API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/helium.html">Helium API</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Setup<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Basics</span></li>
+ <li><a href="/docs/0.8.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/setup/basics/multi_user_support.html">Multi-user Support</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Deployment</span></li>
+ <!--<li><a href="/docs/0.8.0/setup/deployment/docker.html">Docker Image for Zeppelin</a></li>-->
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-standalone-mode">Spark Cluster Mode: Standalone</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/cdh.html">Zeppelin on CDH</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/virtual_machine.html">Zeppelin on VM: Vagrant</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Security</span></li>
+ <li><a href="/docs/0.8.0/setup/security/authentication_nginx.html">HTTP Basic Auth using NGINX</a></li>
+ <li><a href="/docs/0.8.0/setup/security/shiro_authentication.html">Shiro Authentication</a></li>
+ <li><a href="/docs/0.8.0/setup/security/notebook_authorization.html">Notebook Authorization</a></li>
+ <li><a href="/docs/0.8.0/setup/security/datasource_authorization.html">Data Source Authorization</a></li>
+ <li><a href="/docs/0.8.0/setup/security/http_security_headers.html">HTTP Security Headers</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Notebook Storage</span></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-local-git-repository">Git Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-s3">S3 Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-azure">Azure Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-zeppelinhub">ZeppelinHub Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-mongodb">MongoDB Storage</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Operation</span></li>
+ <li><a href="/docs/0.8.0/setup/operation/configuration.html">Configuration</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/proxy_setting.html">Proxy Setting</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/upgrading.html">Upgrading</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/trouble_shooting.html">Trouble Shooting</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Interpreter <b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Interpreters</span></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/overview.html">Overview</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/interpreter/spark.html">Spark</a></li>
+ <li><a href="/docs/0.8.0/interpreter/jdbc.html">JDBC</a></li>
+ <li><a href="/docs/0.8.0/interpreter/python.html">Python</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/interpreter/alluxio.html">Alluxio</a></li>
+ <li><a href="/docs/0.8.0/interpreter/beam.html">Beam</a></li>
+ <li><a href="/docs/0.8.0/interpreter/bigquery.html">BigQuery</a></li>
+ <li><a href="/docs/0.8.0/interpreter/cassandra.html">Cassandra</a></li>
+ <li><a href="/docs/0.8.0/interpreter/elasticsearch.html">Elasticsearch</a></li>
+ <li><a href="/docs/0.8.0/interpreter/flink.html">Flink</a></li>
+ <li><a href="/docs/0.8.0/interpreter/geode.html">Geode</a></li>
+ <li><a href="/docs/0.8.0/interpreter/groovy.html">Groovy</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hbase.html">HBase</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hdfs.html">HDFS</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hive.html">Hive</a></li>
+ <li><a href="/docs/0.8.0/interpreter/ignite.html">Ignite</a></li>
+ <li><a href="/docs/0.8.0/interpreter/kylin.html">Kylin</a></li>
+ <li><a href="/docs/0.8.0/interpreter/lens.html">Lens</a></li>
+ <li><a href="/docs/0.8.0/interpreter/livy.html">Livy</a></li>
+ <li><a href="/docs/0.8.0/interpreter/markdown.html">Markdown</a></li>
+ <li><a href="/docs/0.8.0/interpreter/neo4j.html">Neo4j</a></li>
+ <li><a href="/docs/0.8.0/interpreter/pig.html">Pig</a></li>
+ <li><a href="/docs/0.8.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li>
+ <li><a href="/docs/0.8.0/interpreter/r.html">R</a></li>
+ <li><a href="/docs/0.8.0/interpreter/scalding.html">Scalding</a></li>
+ <li><a href="/docs/0.8.0/interpreter/scio.html">Scio</a></li>
+ <li><a href="/docs/0.8.0/interpreter/shell.html">Shell</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">More<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu" style="right: 0; left: auto;">
+ <li class="title"><span>Extending Zeppelin</span></li>
+ <li><a href="/docs/0.8.0/development/writing_zeppelin_interpreter.html">Writing Zeppelin Interpreter</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Helium (Experimental)</span></li>
+ <li><a href="/docs/0.8.0/development/helium/overview.html">Overview</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_application.html">Writing Helium Application</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_spell.html">Writing Helium Spell</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_visualization_transformation.html">Writing Helium Visualization: Transformation</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Contributing to Zeppelin</span></li>
+ <li><a href="/docs/0.8.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/how_to_contribute_website.html">How to Contribute (website)</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>External Resources</span></li>
+ <li><a target="_blank" href="">Mailing List</a></li>
+ <li><a target="_blank" href="">Apache Zeppelin Wiki</a></li>
+ <li><a target="_blank" href="">Stackoverflow Questions about Zeppelin</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="/docs/0.8.0/search.html" class="nav-search-link">
+ <span class="fa fa-search nav-search-icon"></span>
+ </a>
+ </li>
+ </ul>
+ </nav><!--/.navbar-collapse -->
+ </div>
+ </div>
+
+
+
+ <div class="content">
+
+<!--<div class="hero-unit Lens Interpreter for Apache Zeppelin">
+ <h1></h1>
+</div>
+-->
+
+<div class="row">
+ <div class="col-md-12">
+ <!--
+Licensed 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.
+-->
+
+<h1>Lens Interpreter for Apache Zeppelin</h1>
+
+<div id="toc"></div>
+
+<h2>Overview</h2>
+
+<p><a href="https://lens.apache.org/">Apache Lens</a> provides an Unified Analytics interface. Lens aims to cut the Data Analytics silos by providing a single view of data across multiple tiered data stores and optimal execution environment for the analytical query. It seamlessly integrates Hadoop with traditional data warehouses to appear like one.</p>
+
+<p><img src="/docs/0.8.0/assets/themes/zeppelin/img/docs-img/lens-logo.png" alt="Apache Lens"></p>
+
+<h2>Installing and Running Lens</h2>
+
+<p>In order to use Lens interpreters, you may install Apache Lens in some simple steps:</p>
+
+<ol>
+<li>Download Lens for latest version from <a href="http://www.apache.org/dyn/closer.lua/lens/2.3-beta">the ASF</a>. Or the older release can be found <a href="http://archive.apache.org/dist/lens/">in the Archives</a>.</li>
+<li>Before running Lens, you have to set HIVE<em>HOME and HADOOP</em>HOME. If you want to get more information about this, please refer to <a href="http://lens.apache.org/lenshome/install-and-run.html#Installation">here</a>. Lens also provides Pseudo Distributed mode. <a href="http://lens.apache.org/lenshome/pseudo-distributed-setup.html">Lens pseudo-distributed setup</a> is done by using <a href="https://www.docker.com/">docker</a>. Hive server and hadoop daemons are run as separate processes in lens pseudo-distributed setup.</li>
+<li>Now, you can start lens server (or stop).</li>
+</ol>
+<div class="highlight"><pre><code class="bash language-bash" data-lang="bash">./bin/lens-ctl start <span class="c"># (or stop)</span>
+</code></pre></div>
+<h2>Configuring Lens Interpreter</h2>
+
+<p>At the "Interpreters" menu, you can edit Lens interpreter or create new one. Zeppelin provides these properties for Lens.</p>
+
+<table class="table-configuration">
+ <tr>
+ <th>Property Name</th>
+ <th>value</th>
+ <th>Description</th>
+ </tr>
+ <tr>
+ <td>lens.client.dbname</td>
+ <td>default</td>
+ <td>The database schema name</td>
+ </tr>
+ <tr>
+ <td>lens.query.enable.persistent.resultset</td>
+ <td>false</td>
+ <td>Whether to enable persistent resultset for queries. When enabled, server will fetch results from driver, custom format them if any and store in a configured location. The file name of query output is queryhandle-id, with configured extensions</td>
+ </tr>
+ <tr>
+ <td>lens.server.base.url</td>
+ <td>http://hostname:port/lensapi</td>
+ <td>The base url for the lens server. you have to edit "hostname" and "port" that you may use(ex. http://0.0.0.0:9999/lensapi)</td>
+ </tr>
+ <tr>
+ <td>lens.session.cluster.user </td>
+ <td>default</td>
+ <td>Hadoop cluster username</td>
+ </tr>
+ <tr>
+ <td>zeppelin.lens.maxResult</td>
+ <td>1000</td>
+ <td>Max number of rows to display</td>
+ </tr>
+ <tr>
+ <td>zeppelin.lens.maxThreads</td>
+ <td>10</td>
+ <td>If concurrency is true then how many threads?</td>
+ </tr>
+ <tr>
+ <td>zeppelin.lens.run.concurrent</td>
+ <td>true</td>
+ <td>Run concurrent Lens Sessions</td>
+ </tr>
+ <tr>
+ <td>xxx</td>
+ <td>yyy</td>
+ <td>anything else from [Configuring lens server](https://lens.apache.org/admin/config-server.html)</td>
+ </tr>
+</table>
+
+<p><img src="/docs/0.8.0/assets/themes/zeppelin/img/docs-img/lens-interpreter-setting.png" alt="Apache Lens Interpreter Setting"></p>
+
+<h3>Interpreter Binding for Zeppelin Notebook</h3>
+
+<p>After configuring Lens interpreter, create your own notebook, then you can bind interpreters like below image.</p>
+
+<p><img src="/docs/0.8.0/assets/themes/zeppelin/img/docs-img/lens-interpreter-binding.png" alt="Zeppelin Notebook Interpreter Binding"></p>
+
+<p>For more interpreter binding information see <a href="../usage/interpreter/overview.html#interpreter-binding-mode">here</a>.</p>
+
+<h3>How to use</h3>
+
+<p>You can analyze your data by using <a href="http://lens.apache.org/user/olap-cube.html">OLAP Cube</a> <a href="http://lens.apache.org/user/cli.html">QL</a> which is a high level SQL like language to query and describe data sets organized in data cubes.
+You may experience OLAP Cube like this <a href="https://cwiki.apache.org/confluence/display/LENS/2015/07/13/20+Minute+video+demo+of+Apache+Lens+through+examples">Video tutorial</a>.
+As you can see in this video, they are using Lens Client Shell(<code>./bin/lens-cli.sh</code>). All of these functions also can be used on Zeppelin by using Lens interpreter.</p>
+
+<p><li> Create and Use (Switch) Databases.</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="k">create</span> <span class="k">database</span> <span class="n">newDb</span>
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">use newDb
+</code></pre></div>
+<p><li> Create Storage.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">create storage your/path/to/lens/client/examples/resources/db-storage.xml
+</code></pre></div>
+<p><li> Create Dimensions, Show fields and join-chains of them.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">create dimension your/path/to/lens/client/examples/resources/customer.xml
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">dimension show fields customer
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">dimension show joinchains customer
+</code></pre></div>
+<p><li> Create Caches, Show fields and join-chains of them.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">create cube your/path/to/lens/client/examples/resources/sales-cube.xml
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">cube show fields sales
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">cube show joinchains sales
+</code></pre></div>
+<p><li> Create Dimtables and Fact.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">create dimtable your/path/to/lens/client/examples/resources/customer_table.xml
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">create fact your/path/to/lens/client/examples/resources/sales-raw-fact.xml
+</code></pre></div>
+<p><li> Add partitions to Dimtable and Fact.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">dimtable add single-partition --dimtable_name customer_table --storage_name local
+--path your/path/to/lens/client/examples/resources/customer-local-part.xml
+</code></pre></div><div class="highlight"><pre><code class="text language-text" data-lang="text">fact add partitions --fact_name sales_raw_fact --storage_name local
+--path your/path/to/lens/client/examples/resources/sales-raw-local-parts.xml
+</code></pre></div>
+<p><li> Now, you can run queries on cubes.</p>
+<div class="highlight"><pre><code class="text language-text" data-lang="text">query execute cube select customer_city_name, product_details.description,
+product_details.category, product_details.color, store_sales from sales
+where time_range_in(delivery_time, '2015-04-11-00', '2015-04-13-00')
+</code></pre></div>
+<p><img src="/docs/0.8.0/assets/themes/zeppelin/img/docs-img/lens-result.png" alt="Lens Query Result"></p>
+
+<p>These are just examples that provided in advance by Lens. If you want to explore whole tutorials of Lens, see the <a href="https://cwiki.apache.org/confluence/display/LENS/2015/07/13/20+Minute+video+demo+of+Apache+Lens+through+examples">tutorial video</a>.</p>
+
+<h2>Lens UI Service</h2>
+
+<p>Lens also provides web UI service. Once the server starts up, you can open the service on http://serverhost:19999/index.html and browse. You may also check the structure that you made and use query easily here.</p>
+
+<p><img src="/docs/0.8.0/assets/themes/zeppelin/img/docs-img/lens-ui-service.png" alt="Lens UI Service"></p>
+
+ </div>
+</div>
+
+
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+
Added: zeppelin/site/docs/0.8.1/interpreter/livy.html
URL: http://svn.apache.org/viewvc/zeppelin/site/docs/0.8.1/interpreter/livy.html?rev=1851877&view=auto
==============================================================================
--- zeppelin/site/docs/0.8.1/interpreter/livy.html (added)
+++ zeppelin/site/docs/0.8.1/interpreter/livy.html Wed Jan 23 04:28:00 2019
@@ -0,0 +1,514 @@
+
+<!DOCTYPE html>
+<html lang="en">
+ <head>
+ <meta charset="utf-8">
+ <title>Apache Zeppelin 0.8.0 Documentation: Livy Interpreter for Apache Zeppelin</title>
+ <meta name="description" content="Livy is an open source REST interface for interacting with Spark from anywhere. It supports executing snippets of code or programs in a Spark context that runs locally or in YARN.">
+ <meta name="author" content="The Apache Software Foundation">
+
+ <!-- Enable responsive viewport -->
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
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+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js"></script>
+ <![endif]-->
+
+ <link href="//maxcdn.bootstrapcdn.com/font-awesome/4.2.0/css/font-awesome.min.css" rel="stylesheet">
+
+ <!-- Le styles -->
+ <link href="/docs/0.8.0/assets/themes/zeppelin/bootstrap/css/bootstrap.css" rel="stylesheet">
+ <link href="/docs/0.8.0/assets/themes/zeppelin/css/style.css?body=1" rel="stylesheet" type="text/css">
+ <link href="/docs/0.8.0/assets/themes/zeppelin/css/syntax.css" rel="stylesheet" type="text/css" media="screen" />
+ <!-- Le fav and touch icons -->
+ <!-- Update these with your own images
+ <link rel="shortcut icon" href="images/favicon.ico">
+ <link rel="apple-touch-icon" href="images/apple-touch-icon.png">
+ <link rel="apple-touch-icon" sizes="72x72" href="images/apple-touch-icon-72x72.png">
+ <link rel="apple-touch-icon" sizes="114x114" href="images/apple-touch-icon-114x114.png">
+ -->
+
+ <!-- Js -->
+ <script src="https://code.jquery.com/jquery-1.10.2.min.js"></script>
+ <script src="/docs/0.8.0/assets/themes/zeppelin/bootstrap/js/bootstrap.min.js"></script>
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+
+ <!-- atom & rss feed -->
+ <link href="/docs/0.8.0/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed">
+ <link href="/docs/0.8.0/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed">
+ </head>
+
+ <body>
+
+ <div id="menu" class="navbar navbar-inverse navbar-fixed-top" role="navigation">
+ <div class="container navbar-container">
+ <div class="navbar-header">
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+ <img src="/docs/0.8.0/assets/themes/zeppelin/img/zeppelin_logo.png" width="50"
+ style="margin-top: -2px;" alt="I'm zeppelin">
+ <span style="margin-left: 5px; font-size: 27px;">Zeppelin</span>
+ <a class="navbar-brand-version" href="/docs/0.8.0"
+ style="font-size: 15px; color: white;"> 0.8.0
+ </a>
+ </a>
+ </div>
+ </div>
+ <nav class="navbar-collapse collapse" role="navigation">
+ <ul class="nav navbar-nav">
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Quick Start <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+ <li class="title"><span>Getting Started</span></li>
+ <li><a href="/docs/0.8.0/quickstart/install.html">Install</a></li>
+ <li><a href="/docs/0.8.0/quickstart/explore_ui.html">Explore UI</a></li>
+ <li><a href="/docs/0.8.0/quickstart/tutorial.html">Tutorial</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/quickstart/spark_with_zeppelin.html">Spark with Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/quickstart/sql_with_zeppelin.html">SQL with Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/quickstart/python_with_zeppelin.html">Python with Zeppelin</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Usage<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Dynamic Form</span></li>
+ <li><a href="/docs/0.8.0/usage/dynamic_form/intro.html">What is Dynamic Form?</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Display System</span></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#text">Text Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#html">HTML Display</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/basic.html#table">Table Display</a></li>
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+ <li><a href="/docs/0.8.0/usage/display_system/angular_backend.html">Angular Display using Backend API</a></li>
+ <li><a href="/docs/0.8.0/usage/display_system/angular_frontend.html">Angular Display using Frontend API</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Interpreter</span></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/overview.html">Overview</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/interpreter_binding_mode.html">Interpreter Binding Mode</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/user_impersonation.html">User Impersonation</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/dependency_management.html">Dependency Management</a></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/installation.html">Installing Interpreters</a></li>
+ <!--<li><a href="/docs/0.8.0/usage/interpreter/dynamic_loading.html">Dynamic Interpreter Loading (Experimental)</a></li>-->
+ <li><a href="/docs/0.8.0/usage/interpreter/execution_hooks.html">Execution Hooks (Experimental)</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Other Features</span></li>
+ <li><a href="/docs/0.8.0/usage/other_features/publishing_paragraphs.html">Publishing Paragraphs</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/personalized_mode.html">Personalized Mode</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/customizing_homepage.html">Customizing Zeppelin Homepage</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/notebook_actions.html">Notebook Actions</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/cron_scheduler.html">Cron Scheduler</a></li>
+ <li><a href="/docs/0.8.0/usage/other_features/zeppelin_context.html">Zeppelin Context</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>REST API</span></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/interpreter.html">Interpreter API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/zeppelin_server.html">Zeppelin Server API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/notebook.html">Notebook API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/notebook_repository.html">Notebook Repository API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/configuration.html">Configuration API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/credential.html">Credential API</a></li>
+ <li><a href="/docs/0.8.0/usage/rest_api/helium.html">Helium API</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Setup<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Basics</span></li>
+ <li><a href="/docs/0.8.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/setup/basics/multi_user_support.html">Multi-user Support</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Deployment</span></li>
+ <!--<li><a href="/docs/0.8.0/setup/deployment/docker.html">Docker Image for Zeppelin</a></li>-->
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-standalone-mode">Spark Cluster Mode: Standalone</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/cdh.html">Zeppelin on CDH</a></li>
+ <li><a href="/docs/0.8.0/setup/deployment/virtual_machine.html">Zeppelin on VM: Vagrant</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Security</span></li>
+ <li><a href="/docs/0.8.0/setup/security/authentication_nginx.html">HTTP Basic Auth using NGINX</a></li>
+ <li><a href="/docs/0.8.0/setup/security/shiro_authentication.html">Shiro Authentication</a></li>
+ <li><a href="/docs/0.8.0/setup/security/notebook_authorization.html">Notebook Authorization</a></li>
+ <li><a href="/docs/0.8.0/setup/security/datasource_authorization.html">Data Source Authorization</a></li>
+ <li><a href="/docs/0.8.0/setup/security/http_security_headers.html">HTTP Security Headers</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Notebook Storage</span></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-local-git-repository">Git Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-s3">S3 Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-azure">Azure Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-zeppelinhub">ZeppelinHub Storage</a></li>
+ <li><a href="/docs/0.8.0/setup/storage/storage.html#notebook-storage-in-mongodb">MongoDB Storage</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Operation</span></li>
+ <li><a href="/docs/0.8.0/setup/operation/configuration.html">Configuration</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/proxy_setting.html">Proxy Setting</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/upgrading.html">Upgrading</a></li>
+ <li><a href="/docs/0.8.0/setup/operation/trouble_shooting.html">Trouble Shooting</a></li>
+ </ul>
+ </li>
+
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Interpreter <b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu">
+ <li class="title"><span>Interpreters</span></li>
+ <li><a href="/docs/0.8.0/usage/interpreter/overview.html">Overview</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/interpreter/spark.html">Spark</a></li>
+ <li><a href="/docs/0.8.0/interpreter/jdbc.html">JDBC</a></li>
+ <li><a href="/docs/0.8.0/interpreter/python.html">Python</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.8.0/interpreter/alluxio.html">Alluxio</a></li>
+ <li><a href="/docs/0.8.0/interpreter/beam.html">Beam</a></li>
+ <li><a href="/docs/0.8.0/interpreter/bigquery.html">BigQuery</a></li>
+ <li><a href="/docs/0.8.0/interpreter/cassandra.html">Cassandra</a></li>
+ <li><a href="/docs/0.8.0/interpreter/elasticsearch.html">Elasticsearch</a></li>
+ <li><a href="/docs/0.8.0/interpreter/flink.html">Flink</a></li>
+ <li><a href="/docs/0.8.0/interpreter/geode.html">Geode</a></li>
+ <li><a href="/docs/0.8.0/interpreter/groovy.html">Groovy</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hbase.html">HBase</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hdfs.html">HDFS</a></li>
+ <li><a href="/docs/0.8.0/interpreter/hive.html">Hive</a></li>
+ <li><a href="/docs/0.8.0/interpreter/ignite.html">Ignite</a></li>
+ <li><a href="/docs/0.8.0/interpreter/kylin.html">Kylin</a></li>
+ <li><a href="/docs/0.8.0/interpreter/lens.html">Lens</a></li>
+ <li><a href="/docs/0.8.0/interpreter/livy.html">Livy</a></li>
+ <li><a href="/docs/0.8.0/interpreter/markdown.html">Markdown</a></li>
+ <li><a href="/docs/0.8.0/interpreter/neo4j.html">Neo4j</a></li>
+ <li><a href="/docs/0.8.0/interpreter/pig.html">Pig</a></li>
+ <li><a href="/docs/0.8.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li>
+ <li><a href="/docs/0.8.0/interpreter/r.html">R</a></li>
+ <li><a href="/docs/0.8.0/interpreter/scalding.html">Scalding</a></li>
+ <li><a href="/docs/0.8.0/interpreter/scio.html">Scio</a></li>
+ <li><a href="/docs/0.8.0/interpreter/shell.html">Shell</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">More<b class="caret"></b></a>
+ <ul class="dropdown-menu scrollable-menu" style="right: 0; left: auto;">
+ <li class="title"><span>Extending Zeppelin</span></li>
+ <li><a href="/docs/0.8.0/development/writing_zeppelin_interpreter.html">Writing Zeppelin Interpreter</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Helium (Experimental)</span></li>
+ <li><a href="/docs/0.8.0/development/helium/overview.html">Overview</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_application.html">Writing Helium Application</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_spell.html">Writing Helium Spell</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li>
+ <li><a href="/docs/0.8.0/development/helium/writing_visualization_transformation.html">Writing Helium Visualization: Transformation</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Contributing to Zeppelin</span></li>
+ <li><a href="/docs/0.8.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li>
+ <li><a href="/docs/0.8.0/development/contribution/how_to_contribute_website.html">How to Contribute (website)</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>External Resources</span></li>
+ <li><a target="_blank" href="">Mailing List</a></li>
+ <li><a target="_blank" href="">Apache Zeppelin Wiki</a></li>
+ <li><a target="_blank" href="">Stackoverflow Questions about Zeppelin</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="/docs/0.8.0/search.html" class="nav-search-link">
+ <span class="fa fa-search nav-search-icon"></span>
+ </a>
+ </li>
+ </ul>
+ </nav><!--/.navbar-collapse -->
+ </div>
+ </div>
+
+
+
+ <div class="content">
+
+<!--<div class="hero-unit Livy Interpreter for Apache Zeppelin">
+ <h1></h1>
+</div>
+-->
+
+<div class="row">
+ <div class="col-md-12">
+ <!--
+Licensed 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.
+-->
+
+<h1>Livy Interpreter for Apache Zeppelin</h1>
+
+<div id="toc"></div>
+
+<h2>Overview</h2>
+
+<p><a href="http://livy.io/">Livy</a> is an open source REST interface for interacting with Spark from anywhere. It supports executing snippets of code or programs in a Spark context that runs locally or in YARN.</p>
+
+<ul>
+<li>Interactive Scala, Python and R shells</li>
+<li>Batch submissions in Scala, Java, Python</li>
+<li>Multi users can share the same server (impersonation support)</li>
+<li>Can be used for submitting jobs from anywhere with REST</li>
+<li>Does not require any code change to your programs</li>
+</ul>
+
+<h3>Requirements</h3>
+
+<p>Additional requirements for the Livy interpreter are:</p>
+
+<ul>
+<li>Spark 1.3 or above.</li>
+<li>Livy server.</li>
+</ul>
+
+<h2>Configuration</h2>
+
+<p>We added some common configurations for spark, and you can set any configuration you want.
+You can find all Spark configurations in <a href="http://spark.apache.org/docs/latest/configuration.html#available-properties">here</a>.
+And instead of starting property with <code>spark.</code> it should be replaced with <code>livy.spark.</code>.
+Example: <code>spark.driver.memory</code> to <code>livy.spark.driver.memory</code></p>
+
+<table class="table-configuration">
+ <tr>
+ <th>Property</th>
+ <th>Default</th>
+ <th>Description</th>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.url</td>
+ <td>http://localhost:8998</td>
+ <td>URL where livy server is running</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.spark.sql.maxResult</td>
+ <td>1000</td>
+ <td>Max number of Spark SQL result to display.</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.spark.sql.field.truncate</td>
+ <td>true</td>
+ <td>Whether to truncate field values longer than 20 characters or not</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.session.create_timeout</td>
+ <td>120</td>
+ <td>Timeout in seconds for session creation</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.displayAppInfo</td>
+ <td>true</td>
+ <td>Whether to display app info</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.pull_status.interval.millis</td>
+ <td>1000</td>
+ <td>The interval for checking paragraph execution status</td>
+ </tr>
+ <tr>
+ <td>livy.spark.driver.cores</td>
+ <td></td>
+ <td>Driver cores. ex) 1, 2.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.driver.memory</td>
+ <td></td>
+ <td>Driver memory. ex) 512m, 32g.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.executor.instances</td>
+ <td></td>
+ <td>Executor instances. ex) 1, 4.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.executor.cores</td>
+ <td></td>
+ <td>Num cores per executor. ex) 1, 4.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.executor.memory</td>
+ <td></td>
+ <td>Executor memory per worker instance. ex) 512m, 32g.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.dynamicAllocation.enabled</td>
+ <td></td>
+ <td>Use dynamic resource allocation. ex) True, False.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.dynamicAllocation.cachedExecutorIdleTimeout</td>
+ <td></td>
+ <td>Remove an executor which has cached data blocks.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.dynamicAllocation.minExecutors</td>
+ <td></td>
+ <td>Lower bound for the number of executors.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.dynamicAllocation.initialExecutors</td>
+ <td></td>
+ <td>Initial number of executors to run.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.dynamicAllocation.maxExecutors</td>
+ <td></td>
+ <td>Upper bound for the number of executors.</td>
+ </tr>
+ <tr>
+ <td>livy.spark.jars.packages</td>
+ <td></td>
+ <td>Adding extra libraries to livy interpreter</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.ssl.trustStore</td>
+ <td></td>
+ <td>client trustStore file. Used when livy ssl is enabled</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.ssl.trustStorePassword</td>
+ <td></td>
+ <td>password for trustStore file. Used when livy ssl is enabled</td>
+ </tr>
+ <tr>
+ <td>zeppelin.livy.http.headers</td>
+ <td>key_1: value_1; key_2: value_2</td>
+ <td>custom http headers when calling livy rest api. Each http header is separated by `;`, and each header is one key value pair where key value is separated by `:`</td>
+ </tr>
+</table>
+
+<p><strong>We remove livy.spark.master in zeppelin-0.7. Because we sugguest user to use livy 0.3 in zeppelin-0.7. And livy 0.3 don't allow to specify livy.spark.master, it enfornce yarn-cluster mode.</strong></p>
+
+<h2>Adding External libraries</h2>
+
+<p>You can load dynamic library to livy interpreter by set <code>livy.spark.jars.packages</code> property to comma-separated list of maven coordinates of jars to include on the driver and executor classpaths. The format for the coordinates should be groupId:artifactId:version.</p>
+
+<p>Example</p>
+
+<table class="table-configuration">
+ <tr>
+ <th>Property</th>
+ <th>Example</th>
+ <th>Description</th>
+ </tr>
+ <tr>
+ <td>livy.spark.jars.packages</td>
+ <td>io.spray:spray-json_2.10:1.3.1</td>
+ <td>Adding extra libraries to livy interpreter</td>
+ </tr>
+ </table>
+
+<h2>How to use</h2>
+
+<p>Basically, you can use</p>
+
+<p><strong>spark</strong></p>
+<div class="highlight"><pre><code class="scala language-scala" data-lang="scala"><span class="o">%</span><span class="n">livy</span><span class="o">.</span><span class="n">spark</span>
+<span class="n">sc</span><span class="o">.</span><span class="n">version</span>
+</code></pre></div>
+<p><strong>pyspark</strong></p>
+<div class="highlight"><pre><code class="python language-python" data-lang="python"><span class="o">%</span><span class="n">livy</span><span class="o">.</span><span class="n">pyspark</span>
+<span class="k">print</span> <span class="s">"1"</span>
+</code></pre></div>
+<p><strong>sparkR</strong></p>
+<div class="highlight"><pre><code class="r language-r" data-lang="r"><span class="o">%livy.sparkr</span>
+<span class="o">hello <- function( name ) {</span>
+<span class="o"> sprintf( "Hello, %</span>s<span class="s">", name );</span>
+<span class="s">}</span>
+
+<span class="s">hello("</span>livy<span class="s">"</span><span class="err">)</span>
+</code></pre></div>
+<h2>Impersonation</h2>
+
+<p>When Zeppelin server is running with authentication enabled,
+then this interpreter utilizes Livyâs user impersonation feature
+i.e. sends extra parameter for creating and running a session ("proxyUser": "${loggedInUser}").
+This is particularly useful when multi users are sharing a Notebook server.</p>
+
+<h2>Apply Zeppelin Dynamic Forms</h2>
+
+<p>You can leverage <a href="../usage/dynamic_form/intro.html">Zeppelin Dynamic Form</a>. Form templates is only avalible for livy sql interpreter.</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="n">livy</span><span class="p">.</span><span class="k">sql</span>
+<span class="k">select</span> <span class="o">*</span> <span class="k">from</span> <span class="n">products</span> <span class="k">where</span> <span class="err">${</span><span class="n">product_id</span><span class="o">=</span><span class="mi">1</span><span class="err">}</span>
+</code></pre></div>
+<p>And creating dynamic formst programmatically is not feasible in livy interpreter, because ZeppelinContext is not available in livy interpreter.</p>
+
+<h2>Shared SparkContext</h2>
+
+<p>Starting from livy 0.5 which is supported by Zeppelin 0.8.0, SparkContext is shared between scala, python, r and sql.
+That means you can query the table via <code>%livy.sql</code> when this table is registered in <code>%livy.spark</code>, <code>%livy.pyspark</code>, <code>$livy.sparkr</code>.</p>
+
+<h2>FAQ</h2>
+
+<p>Livy debugging: If you see any of these in error console</p>
+
+<blockquote>
+<p>Connect to livyhost:8998 [livyhost/127.0.0.1, livyhost/0:0:0:0:0:0:0:1] failed: Connection refused</p>
+</blockquote>
+
+<p>Looks like the livy server is not up yet or the config is wrong</p>
+
+<blockquote>
+<p>Exception: Session not found, Livy server would have restarted, or lost session.</p>
+</blockquote>
+
+<p>The session would have timed out, you may need to restart the interpreter.</p>
+
+<blockquote>
+<p>Blacklisted configuration values in session config: spark.master</p>
+</blockquote>
+
+<p>Edit <code>conf/spark-blacklist.conf</code> file in livy server and comment out <code>#spark.master</code> line.</p>
+
+<p>If you choose to work on livy in <code>apps/spark/java</code> directory in <a href="https://github.com/cloudera/hue">https://github.com/cloudera/hue</a>,
+copy <code>spark-user-configurable-options.template</code> to <code>spark-user-configurable-options.conf</code> file in livy server and comment out <code>#spark.master</code>.</p>
+
+ </div>
+</div>
+
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