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Posted to commits@zeppelin.apache.org by zj...@apache.org on 2020/12/24 14:36:06 UTC
svn commit: r1884775 [28/49] - in /zeppelin/site/docs: 0.9.0-SNAPSHOT/
0.9.0/ 0.9.0/assets/ 0.9.0/assets/themes/ 0.9.0/assets/themes/zeppelin/
0.9.0/assets/themes/zeppelin/bootstrap/
0.9.0/assets/themes/zeppelin/bootstrap/css/ 0.9.0/assets/themes/zeppe...
Added: zeppelin/site/docs/0.9.0/quickstart/sql_with_zeppelin.html
URL: http://svn.apache.org/viewvc/zeppelin/site/docs/0.9.0/quickstart/sql_with_zeppelin.html?rev=1884775&view=auto
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--- zeppelin/site/docs/0.9.0/quickstart/sql_with_zeppelin.html (added)
+++ zeppelin/site/docs/0.9.0/quickstart/sql_with_zeppelin.html Thu Dec 24 14:36:01 2020
@@ -0,0 +1,348 @@
+
+<!DOCTYPE html>
+<html lang="en">
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+ <title>Apache Zeppelin 0.9.0 Documentation: SQL with Zeppelin</title>
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+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Quick Start <b class="caret"></b></a>
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+ <li class="title"><span>Getting Started</span></li>
+ <li><a href="/docs/0.9.0/quickstart/install.html">Install</a></li>
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+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Setup<b class="caret"></b></a>
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+ <li class="title"><span>Basics</span></li>
+ <li><a href="/docs/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/setup/basics/hadoop_integration.html">Hadoop Integration</a></li>
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+ <li class="title"><span>Deployment</span></li>
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+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li>
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+ <li>
+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Interpreter <b class="caret"></b></a>
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+ <li class="title"><span>Interpreters</span></li>
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+ <li><a href="/docs/0.9.0/interpreter/groovy.html">Groovy</a></li>
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+ <li><a href="/docs/0.9.0/interpreter/pig.html">Pig</a></li>
+ <li><a href="/docs/0.9.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li>
+ <li><a href="/docs/0.9.0/interpreter/scalding.html">Scalding</a></li>
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+ <li><a href="/docs/0.9.0/interpreter/shell.html">Shell</a></li>
+ <li><a href="/docs/0.9.0/interpreter/sparql.html">Sparql</a></li>
+ <li><a href="/docs/0.9.0/interpreter/submarine.html">Submarine</a></li>
+ </ul>
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+ <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/0.9.0/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/0.9.0/development/helium/overview.html">Overview</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_application.html">Writing Helium Application</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_spell.html">Writing Helium Spell</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/how_to_contribute_website.html">How to Contribute (website)</a></li>
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+ <li><a target="_blank" href="http://stackoverflow.com/questions/tagged/apache-zeppelin">Stackoverflow Questions about Zeppelin</a></li>
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+ <a href="/docs/0.9.0/search.html" class="nav-search-link">
+ <span class="fa fa-search nav-search-icon"></span>
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+ </ul>
+ </nav><!--/.navbar-collapse -->
+ </div>
+ </div>
+
+
+
+ <div class="content">
+
+<!--<div class="hero-unit SQL with 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>SQL support in Zeppelin</h1>
+
+<div id="toc"></div>
+
+<p><br/></p>
+
+<p>The following guides explain how to use Apache Zeppelin that enables you to write in SQL:</p>
+
+<ul>
+<li>provides <a href="../interpreter/jdbc.html">JDBC Interpreter</a> which allows you can connect any JDBC data sources seamlessly
+
+<ul>
+<li><a href="../interpreter/jdbc.html#postgres">Postgres</a></li>
+<li><a href="../interpreter/jdbc.html#mysql">MySQL</a> </li>
+<li><a href="../interpreter/jdbc.html#mariadb">MariaDB</a></li>
+<li><a href="../interpreter/jdbc.html#redshift">AWS Redshift</a> </li>
+<li><a href="../interpreter/jdbc.html#hive">Apache Hive</a></li>
+<li><a href="../interpreter/jdbc.html#apache-phoenix">Apache Phoenix</a> </li>
+<li><a href="../interpreter/jdbc.html#apache-drill">Apache Drill</a></li>
+<li><a href="../interpreter/jdbc.html#apache-tajo">Apache Tajo</a></li>
+<li>and so on </li>
+</ul></li>
+<li><a href="../interpreter/spark.html">Spark Interpreter</a> supports <a href="http://spark.apache.org/sql/">SparkSQL</a></li>
+<li><a href="../interpreter/python.html">Python Interpreter</a> supports <a href="../interpreter/python.html#sql-over-pandas-dataframes">pandasSQL</a> </li>
+<li><p>can create query result including <strong>UI widgets</strong> using <a href="../usage/dynamic_form/intro.html">Dynamic Form</a></p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span>
+<span class="k">select</span> <span class="n">age</span><span class="p">,</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="n">value</span>
+<span class="k">from</span> <span class="n">bank</span>
+<span class="k">where</span> <span class="n">age</span> <span class="o"><</span> <span class="err">${</span><span class="n">maxAge</span><span class="o">=</span><span class="mi">30</span><span class="err">}</span>
+<span class="k">group</span> <span class="k">by</span> <span class="n">age</span>
+<span class="k">order</span> <span class="k">by</span> <span class="n">age</span>
+</code></pre></div></li>
+</ul>
+
+<p><br/></p>
+
+<p>For the further information about SQL support in Zeppelin, please check </p>
+
+<ul>
+<li><a href="../interpreter/jdbc.html">JDBC Interpreter</a></li>
+<li><a href="../interpreter/spark.html">Spark Interpreter</a></li>
+<li><a href="../interpreter/python.html">Python Interpreter</a></li>
+<li><a href="../interpreter/ignite.html#ignite-sql-interpreter">IgniteSQL Interpreter</a> for <a href="https://ignite.apache.org/">Apache Ignite</a></li>
+<li><a href="../interpreter/kylin.html">Kylin Interpreter</a> for <a href="http://kylin.apache.org/">Apache Kylin</a></li>
+</ul>
+
+ </div>
+</div>
+
+
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+ ga('create', 'UA-45176241-5', 'zeppelin.apache.org');
+ ga('require', 'linkid', 'linkid.js');
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+
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+ </body>
+</html>
+
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Added: zeppelin/site/docs/0.9.0/quickstart/tutorial.html
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==============================================================================
--- zeppelin/site/docs/0.9.0/quickstart/tutorial.html (added)
+++ zeppelin/site/docs/0.9.0/quickstart/tutorial.html Thu Dec 24 14:36:01 2020
@@ -0,0 +1,451 @@
+
+<!DOCTYPE html>
+<html lang="en">
+ <head>
+ <meta charset="utf-8">
+ <title>Apache Zeppelin 0.9.0 Documentation: Apache Zeppelin Tutorial</title>
+ <meta name="description" content="This tutorial page contains a short walk-through tutorial that uses Apache Spark backend. Please note that this tutorial is valid for Spark 1.3 and higher.">
+ <meta name="author" content="The Apache Software Foundation">
+
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+ <div class="navbar-brand">
+ <a class="navbar-brand-main" href="http://zeppelin.apache.org">
+ <img src="/docs/0.9.0/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/0.9.0"
+ style="font-size: 15px; color: white;"> 0.9.0
+ </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/0.9.0/quickstart/install.html">Install</a></li>
+ <li><a href="/docs/0.9.0/quickstart/explore_ui.html">Explore UI</a></li>
+ <li><a href="/docs/0.9.0/quickstart/tutorial.html">Tutorial</a></li>
+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Run Mode</span></li>
+ <li><a href="/docs/0.9.0/quickstart/kubernetes.html">Kubernetes</a></li>
+ <li><a href="/docs/0.9.0/quickstart/docker.html">Docker</a></li>
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+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.9.0/quickstart/spark_with_zeppelin.html">Spark with Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/quickstart/sql_with_zeppelin.html">SQL with Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/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/0.9.0/usage/display_system/basic.html#text">Text Display</a></li>
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+ <li><a href="/docs/0.9.0/usage/display_system/basic.html#table">Table Display</a></li>
+ <li><a href="/docs/0.9.0/usage/display_system/basic.html#network">Network Display</a></li>
+ <li><a href="/docs/0.9.0/usage/display_system/angular_backend.html">Angular Display using Backend API</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/interpreter/overview.html">Overview</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/interpreter_binding_mode.html">Interpreter Binding Mode</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/user_impersonation.html">User Impersonation</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/dependency_management.html">Dependency Management</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/installation.html">Installing Interpreters</a></li>
+ <!--<li><a href="/docs/0.9.0/usage/interpreter/dynamic_loading.html">Dynamic Interpreter Loading (Experimental)</a></li>-->
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/other_features/publishing_paragraphs.html">Publishing Paragraphs</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/personalized_mode.html">Personalized Mode</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/customizing_homepage.html">Customizing Zeppelin Homepage</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/notebook_actions.html">Notebook Actions</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/cron_scheduler.html">Cron Scheduler</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/rest_api/interpreter.html">Interpreter API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/zeppelin_server.html">Zeppelin Server API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/notebook.html">Notebook API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/notebook_repository.html">Notebook Repository API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/configuration.html">Configuration API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/credential.html">Credential API</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/setup/basics/hadoop_integration.html">Hadoop Integration</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/deployment/docker.html">Docker Image for Zeppelin</a></li>-->
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-standalone-mode">Spark Cluster Mode: Standalone</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/cdh.html">Zeppelin on CDH</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/security/authentication_nginx.html">HTTP Basic Auth using NGINX</a></li>
+ <li><a href="/docs/0.9.0/setup/security/shiro_authentication.html">Shiro Authentication</a></li>
+ <li><a href="/docs/0.9.0/setup/security/notebook_authorization.html">Notebook Authorization</a></li>
+ <li><a href="/docs/0.9.0/setup/security/datasource_authorization.html">Data Source Authorization</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/storage/storage.html#notebook-storage-in-local-git-repository">Git Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-s3">S3 Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-azure">Azure Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-oss">OSS Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-zeppelinhub">ZeppelinHub Storage</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/operation/configuration.html">Configuration</a></li>
+ <li><a href="/docs/0.9.0/setup/operation/proxy_setting.html">Proxy Setting</a></li>
+ <li><a href="/docs/0.9.0/setup/operation/upgrading.html">Upgrading</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/interpreter/overview.html">Overview</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.9.0/interpreter/spark.html">Spark</a></li>
+ <li><a href="/docs/0.9.0/interpreter/jdbc.html">JDBC</a></li>
+ <li><a href="/docs/0.9.0/interpreter/python.html">Python</a></li>
+ <li><a href="/docs/0.9.0/interpreter/r.html">R</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.9.0/interpreter/alluxio.html">Alluxio</a></li>
+ <li><a href="/docs/0.9.0/interpreter/beam.html">Beam</a></li>
+ <li><a href="/docs/0.9.0/interpreter/bigquery.html">BigQuery</a></li>
+ <li><a href="/docs/0.9.0/interpreter/cassandra.html">Cassandra</a></li>
+ <li><a href="/docs/0.9.0/interpreter/elasticsearch.html">Elasticsearch</a></li>
+ <li><a href="/docs/0.9.0/interpreter/flink.html">Flink</a></li>
+ <li><a href="/docs/0.9.0/interpreter/geode.html">Geode</a></li>
+ <li><a href="/docs/0.9.0/interpreter/groovy.html">Groovy</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hazelcastjet.html">Hazelcast Jet</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hbase.html">HBase</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hdfs.html">HDFS</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hive.html">Hive</a></li>
+ <li><a href="/docs/0.9.0/interpreter/ignite.html">Ignite</a></li>
+ <li><a href="/docs/0.9.0/interpreter/java.html">Java</a></li>
+ <li><a href="/docs/0.9.0/interpreter/jupyter.html">Jupyter</a></li>
+ <li><a href="/docs/0.9.0/interpreter/kotlin.html">Kotlin</a></li>
+ <li><a href="/docs/0.9.0/interpreter/kylin.html">Kylin</a></li>
+ <li><a href="/docs/0.9.0/interpreter/lens.html">Lens</a></li>
+ <li><a href="/docs/0.9.0/interpreter/livy.html">Livy</a></li>
+ <li><a href="/docs/0.9.0/interpreter/markdown.html">Markdown</a></li>
+ <li><a href="/docs/0.9.0/interpreter/mongodb.html">MongoDB</a></li>
+ <li><a href="/docs/0.9.0/interpreter/neo4j.html">Neo4j</a></li>
+ <li><a href="/docs/0.9.0/interpreter/pig.html">Pig</a></li>
+ <li><a href="/docs/0.9.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li>
+ <li><a href="/docs/0.9.0/interpreter/scalding.html">Scalding</a></li>
+ <li><a href="/docs/0.9.0/interpreter/scio.html">Scio</a></li>
+ <li><a href="/docs/0.9.0/interpreter/shell.html">Shell</a></li>
+ <li><a href="/docs/0.9.0/interpreter/sparql.html">Sparql</a></li>
+ <li><a href="/docs/0.9.0/interpreter/submarine.html">Submarine</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/0.9.0/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/0.9.0/development/helium/overview.html">Overview</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_application.html">Writing Helium Application</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_spell.html">Writing Helium Spell</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li>
+ <li><a href="/docs/0.9.0/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="https://zeppelin.apache.org/community.html">Mailing List</a></li>
+ <li><a target="_blank" href="https://cwiki.apache.org/confluence/display/ZEPPELIN/Zeppelin+Home">Apache Zeppelin Wiki</a></li>
+ <li><a target="_blank" href="http://stackoverflow.com/questions/tagged/apache-zeppelin">Stackoverflow Questions about Zeppelin</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="/docs/0.9.0/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 Apache Zeppelin Tutorial">
+ <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>Zeppelin Tutorial</h1>
+
+<div id="toc"></div>
+
+<p>This tutorial walks you through some of the fundamental Zeppelin concepts. We will assume you have already installed Zeppelin. If not, please see <a href="./install.html">here</a> first.</p>
+
+<p>Current main backend processing engine of Zeppelin is <a href="https://spark.apache.org">Apache Spark</a>. If you're new to this system, you might want to start by getting an idea of how it processes data to get the most out of Zeppelin.</p>
+
+<h2>Tutorial with Local File</h2>
+
+<h3>Data Refine</h3>
+
+<p>Before you start Zeppelin tutorial, you will need to download <a href="http://archive.ics.uci.edu/ml/machine-learning-databases/00222/bank.zip">bank.zip</a>. </p>
+
+<p>First, to transform csv format data into RDD of <code>Bank</code> objects, run following script. This will also remove header using <code>filter</code> function.</p>
+<div class="highlight"><pre><code class="scala language-scala" data-lang="scala"><span class="k">val</span> <span class="n">bankText</span> <span class="k">=</span> <span class="n">sc</span><span class="o">.</span><span class="n">textFile</span><span class="o">(</span><span class="s">"yourPath/bank/bank-full.csv"</span><span class="o">)</span>
+
+<span class="k">case</span> <span class="k">class</span> <span class="nc">Bank</span><span class="o">(</span><span class="n">age</span><span class="k">:</span><span class="kt">Integer</span><span class="o">,</span> <span class="n">job</span><span class="k">:</span><span class="kt">String</span><span class="o">,</span> <span class="n">marital</span> <span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">education</span> <span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">balance</span> <span class="k">:</span> <span class="kt">Integer</span><span class="o">)</span>
+
+<span class="c1">// split each line, filter out header (starts with "age"), and map it into Bank case class</span>
+<span class="k">val</span> <span class="n">bank</span> <span class="k">=</span> <span class="n">bankText</span><span class="o">.</span><span class="n">map</span><span class="o">(</span><span class="n">s</span><span class="k">=></span><span class="n">s</span><span class="o">.</span><span class="n">split</span><span class="o">(</span><span class="s">";"</span><span class="o">)).</span><span class="n">filter</span><span class="o">(</span><span class="n">s</span><span class="k">=></span><span class="n">s</span><span class="o">(</span><span class="mi">0</span><span class="o">)!=</span><span class="s">"\"age\""</span><span class="o">).</span><span class="n">map</span><span class="o">(</span>
+ <span class="n">s</span><span class="k">=></span><span class="nc">Bank</span><span class="o">(</span><span class="n">s</span><span class="o">(</span><span class="mi">0</span><span class="o">).</span><span class="n">toInt</span><span class="o">,</span>
+ <span class="n">s</span><span class="o">(</span><span class="mi">1</span><span class="o">).</span><span class="n">replaceAll</span><span class="o">(</span><span class="s">"\""</span><span class="o">,</span> <span class="s">""</span><span class="o">),</span>
+ <span class="n">s</span><span class="o">(</span><span class="mi">2</span><span class="o">).</span><span class="n">replaceAll</span><span class="o">(</span><span class="s">"\""</span><span class="o">,</span> <span class="s">""</span><span class="o">),</span>
+ <span class="n">s</span><span class="o">(</span><span class="mi">3</span><span class="o">).</span><span class="n">replaceAll</span><span class="o">(</span><span class="s">"\""</span><span class="o">,</span> <span class="s">""</span><span class="o">),</span>
+ <span class="n">s</span><span class="o">(</span><span class="mi">5</span><span class="o">).</span><span class="n">replaceAll</span><span class="o">(</span><span class="s">"\""</span><span class="o">,</span> <span class="s">""</span><span class="o">).</span><span class="n">toInt</span>
+ <span class="o">)</span>
+<span class="o">)</span>
+
+<span class="c1">// convert to DataFrame and create temporal table</span>
+<span class="n">bank</span><span class="o">.</span><span class="n">toDF</span><span class="o">().</span><span class="n">registerTempTable</span><span class="o">(</span><span class="s">"bank"</span><span class="o">)</span>
+</code></pre></div>
+<h3>Data Retrieval</h3>
+
+<p>Suppose we want to see age distribution from <code>bank</code>. To do this, run:</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="n">age</span><span class="p">,</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="k">from</span> <span class="n">bank</span> <span class="k">where</span> <span class="n">age</span> <span class="o"><</span> <span class="mi">30</span> <span class="k">group</span> <span class="k">by</span> <span class="n">age</span> <span class="k">order</span> <span class="k">by</span> <span class="n">age</span>
+</code></pre></div>
+<p>You can make input box for setting age condition by replacing <code>30</code> with <code>${maxAge=30}</code>.</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="n">age</span><span class="p">,</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="k">from</span> <span class="n">bank</span> <span class="k">where</span> <span class="n">age</span> <span class="o"><</span> <span class="err">${</span><span class="n">maxAge</span><span class="o">=</span><span class="mi">30</span><span class="err">}</span> <span class="k">group</span> <span class="k">by</span> <span class="n">age</span> <span class="k">order</span> <span class="k">by</span> <span class="n">age</span>
+</code></pre></div>
+<p>Now we want to see age distribution with certain marital status and add combo box to select marital status. Run:</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="n">age</span><span class="p">,</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="k">from</span> <span class="n">bank</span> <span class="k">where</span> <span class="n">marital</span><span class="o">=</span><span class="ss">"${marital=single,single|divorced|married}"</span> <span class="k">group</span> <span class="k">by</span> <span class="n">age</span> <span class="k">order</span> <span class="k">by</span> <span class="n">age</span>
+</code></pre></div>
+<p><br /></p>
+
+<h2>Tutorial with Streaming Data</h2>
+
+<h3>Data Refine</h3>
+
+<p>Since this tutorial is based on Twitter's sample tweet stream, you must configure authentication with a Twitter account. To do this, take a look at <a href="https://databricks-training.s3.amazonaws.com/realtime-processing-with-spark-streaming.html#twitter-credential-setup">Twitter Credential Setup</a>. After you get API keys, you should fill out credential related values(<code>apiKey</code>, <code>apiSecret</code>, <code>accessToken</code>, <code>accessTokenSecret</code>) with your API keys on following script.</p>
+
+<p>This will create a RDD of <code>Tweet</code> objects and register these stream data as a table:</p>
+<div class="highlight"><pre><code class="scala language-scala" data-lang="scala"><span class="k">import</span> <span class="nn">org.apache.spark.streaming._</span>
+<span class="k">import</span> <span class="nn">org.apache.spark.streaming.twitter._</span>
+<span class="k">import</span> <span class="nn">org.apache.spark.storage.StorageLevel</span>
+<span class="k">import</span> <span class="nn">scala.io.Source</span>
+<span class="k">import</span> <span class="nn">scala.collection.mutable.HashMap</span>
+<span class="k">import</span> <span class="nn">java.io.File</span>
+<span class="k">import</span> <span class="nn">org.apache.log4j.Logger</span>
+<span class="k">import</span> <span class="nn">org.apache.log4j.Level</span>
+<span class="k">import</span> <span class="nn">sys.process.stringSeqToProcess</span>
+
+<span class="cm">/** Configures the Oauth Credentials for accessing Twitter */</span>
+<span class="k">def</span> <span class="n">configureTwitterCredentials</span><span class="o">(</span><span class="n">apiKey</span><span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">apiSecret</span><span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">accessToken</span><span class="k">:</span> <span class="kt">String</span><span class="o">,</span> <span class="n">accessTokenSecret</span><span class="k">:</span> <span class="kt">String</span><span class="o">)</span> <span class="o">{</span>
+ <span class="k">val</span> <span class="n">configs</span> <span class="k">=</span> <span class="k">new</span> <span class="nc">HashMap</span><span class="o">[</span><span class="kt">String</span>, <span class="kt">String</span><span class="o">]</span> <span class="o">++=</span> <span class="nc">Seq</span><span class="o">(</span>
+ <span class="s">"apiKey"</span> <span class="o">-></span> <span class="n">apiKey</span><span class="o">,</span> <span class="s">"apiSecret"</span> <span class="o">-></span> <span class="n">apiSecret</span><span class="o">,</span> <span class="s">"accessToken"</span> <span class="o">-></span> <span class="n">accessToken</span><span class="o">,</span> <span class="s">"accessTokenSecret"</span> <span class="o">-></span> <span class="n">accessTokenSecret</span><span class="o">)</span>
+ <span class="n">println</span><span class="o">(</span><span class="s">"Configuring Twitter OAuth"</span><span class="o">)</span>
+ <span class="n">configs</span><span class="o">.</span><span class="n">foreach</span><span class="o">{</span> <span class="k">case</span><span class="o">(</span><span class="n">key</span><span class="o">,</span> <span class="n">value</span><span class="o">)</span> <span class="k">=></span>
+ <span class="k">if</span> <span class="o">(</span><span class="n">value</span><span class="o">.</span><span class="n">trim</span><span class="o">.</span><span class="n">isEmpty</span><span class="o">)</span> <span class="o">{</span>
+ <span class="k">throw</span> <span class="k">new</span> <span class="nc">Exception</span><span class="o">(</span><span class="s">"Error setting authentication - value for "</span> <span class="o">+</span> <span class="n">key</span> <span class="o">+</span> <span class="s">" not set"</span><span class="o">)</span>
+ <span class="o">}</span>
+ <span class="k">val</span> <span class="n">fullKey</span> <span class="k">=</span> <span class="s">"twitter4j.oauth."</span> <span class="o">+</span> <span class="n">key</span><span class="o">.</span><span class="n">replace</span><span class="o">(</span><span class="s">"api"</span><span class="o">,</span> <span class="s">"consumer"</span><span class="o">)</span>
+ <span class="nc">System</span><span class="o">.</span><span class="n">setProperty</span><span class="o">(</span><span class="n">fullKey</span><span class="o">,</span> <span class="n">value</span><span class="o">.</span><span class="n">trim</span><span class="o">)</span>
+ <span class="n">println</span><span class="o">(</span><span class="s">"\tProperty "</span> <span class="o">+</span> <span class="n">fullKey</span> <span class="o">+</span> <span class="s">" set as ["</span> <span class="o">+</span> <span class="n">value</span><span class="o">.</span><span class="n">trim</span> <span class="o">+</span> <span class="s">"]"</span><span class="o">)</span>
+ <span class="o">}</span>
+ <span class="n">println</span><span class="o">()</span>
+<span class="o">}</span>
+
+<span class="c1">// Configure Twitter credentials</span>
+<span class="k">val</span> <span class="n">apiKey</span> <span class="k">=</span> <span class="s">"xxxxxxxxxxxxxxxxxxxxxxxxx"</span>
+<span class="k">val</span> <span class="n">apiSecret</span> <span class="k">=</span> <span class="s">"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"</span>
+<span class="k">val</span> <span class="n">accessToken</span> <span class="k">=</span> <span class="s">"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"</span>
+<span class="k">val</span> <span class="n">accessTokenSecret</span> <span class="k">=</span> <span class="s">"xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"</span>
+<span class="n">configureTwitterCredentials</span><span class="o">(</span><span class="n">apiKey</span><span class="o">,</span> <span class="n">apiSecret</span><span class="o">,</span> <span class="n">accessToken</span><span class="o">,</span> <span class="n">accessTokenSecret</span><span class="o">)</span>
+
+<span class="k">import</span> <span class="nn">org.apache.spark.streaming.twitter._</span>
+<span class="k">val</span> <span class="n">ssc</span> <span class="k">=</span> <span class="k">new</span> <span class="nc">StreamingContext</span><span class="o">(</span><span class="n">sc</span><span class="o">,</span> <span class="nc">Seconds</span><span class="o">(</span><span class="mi">2</span><span class="o">))</span>
+<span class="k">val</span> <span class="n">tweets</span> <span class="k">=</span> <span class="nc">TwitterUtils</span><span class="o">.</span><span class="n">createStream</span><span class="o">(</span><span class="n">ssc</span><span class="o">,</span> <span class="nc">None</span><span class="o">)</span>
+<span class="k">val</span> <span class="n">twt</span> <span class="k">=</span> <span class="n">tweets</span><span class="o">.</span><span class="n">window</span><span class="o">(</span><span class="nc">Seconds</span><span class="o">(</span><span class="mi">60</span><span class="o">))</span>
+
+<span class="k">case</span> <span class="k">class</span> <span class="nc">Tweet</span><span class="o">(</span><span class="n">createdAt</span><span class="k">:</span><span class="kt">Long</span><span class="o">,</span> <span class="n">text</span><span class="k">:</span><span class="kt">String</span><span class="o">)</span>
+<span class="n">twt</span><span class="o">.</span><span class="n">map</span><span class="o">(</span><span class="n">status</span><span class="k">=></span>
+ <span class="nc">Tweet</span><span class="o">(</span><span class="n">status</span><span class="o">.</span><span class="n">getCreatedAt</span><span class="o">().</span><span class="n">getTime</span><span class="o">()/</span><span class="mi">1000</span><span class="o">,</span> <span class="n">status</span><span class="o">.</span><span class="n">getText</span><span class="o">())</span>
+<span class="o">).</span><span class="n">foreachRDD</span><span class="o">(</span><span class="n">rdd</span><span class="k">=></span>
+ <span class="c1">// Below line works only in spark 1.3.0.</span>
+ <span class="c1">// For spark 1.1.x and spark 1.2.x,</span>
+ <span class="c1">// use rdd.registerTempTable("tweets") instead.</span>
+ <span class="n">rdd</span><span class="o">.</span><span class="n">toDF</span><span class="o">().</span><span class="n">registerAsTable</span><span class="o">(</span><span class="s">"tweets"</span><span class="o">)</span>
+<span class="o">)</span>
+
+<span class="n">twt</span><span class="o">.</span><span class="n">print</span>
+
+<span class="n">ssc</span><span class="o">.</span><span class="n">start</span><span class="o">()</span>
+</code></pre></div>
+<h3>Data Retrieval</h3>
+
+<p>For each following script, every time you click run button you will see different result since it is based on real-time data.</p>
+
+<p>Let's begin by extracting maximum 10 tweets which contain the word <strong>girl</strong>.</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="o">*</span> <span class="k">from</span> <span class="n">tweets</span> <span class="k">where</span> <span class="nb">text</span> <span class="k">like</span> <span class="s1">'%girl%'</span> <span class="k">limit</span> <span class="mi">10</span>
+</code></pre></div>
+<p>This time suppose we want to see how many tweets have been created per sec during last 60 sec. To do this, run:</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="n">createdAt</span><span class="p">,</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="k">from</span> <span class="n">tweets</span> <span class="k">group</span> <span class="k">by</span> <span class="n">createdAt</span> <span class="k">order</span> <span class="k">by</span> <span class="n">createdAt</span>
+</code></pre></div>
+<p>You can make user-defined function and use it in Spark SQL. Let's try it by making function named <code>sentiment</code>. This function will return one of the three attitudes( positive, negative, neutral ) towards the parameter.</p>
+<div class="highlight"><pre><code class="scala language-scala" data-lang="scala"><span class="k">def</span> <span class="n">sentiment</span><span class="o">(</span><span class="n">s</span><span class="k">:</span><span class="kt">String</span><span class="o">)</span> <span class="k">:</span> <span class="kt">String</span> <span class="o">=</span> <span class="o">{</span>
+ <span class="k">val</span> <span class="n">positive</span> <span class="k">=</span> <span class="nc">Array</span><span class="o">(</span><span class="s">"like"</span><span class="o">,</span> <span class="s">"love"</span><span class="o">,</span> <span class="s">"good"</span><span class="o">,</span> <span class="s">"great"</span><span class="o">,</span> <span class="s">"happy"</span><span class="o">,</span> <span class="s">"cool"</span><span class="o">,</span> <span class="s">"the"</span><span class="o">,</span> <span class="s">"one"</span><span class="o">,</span> <span class="s">"that"</span><span class="o">)</span>
+ <span class="k">val</span> <span class="n">negative</span> <span class="k">=</span> <span class="nc">Array</span><span class="o">(</span><span class="s">"hate"</span><span class="o">,</span> <span class="s">"bad"</span><span class="o">,</span> <span class="s">"stupid"</span><span class="o">,</span> <span class="s">"is"</span><span class="o">)</span>
+
+ <span class="k">var</span> <span class="n">st</span> <span class="k">=</span> <span class="mi">0</span><span class="o">;</span>
+
+ <span class="k">val</span> <span class="n">words</span> <span class="k">=</span> <span class="n">s</span><span class="o">.</span><span class="n">split</span><span class="o">(</span><span class="s">" "</span><span class="o">)</span>
+ <span class="n">positive</span><span class="o">.</span><span class="n">foreach</span><span class="o">(</span><span class="n">p</span> <span class="k">=></span>
+ <span class="n">words</span><span class="o">.</span><span class="n">foreach</span><span class="o">(</span><span class="n">w</span> <span class="k">=></span>
+ <span class="k">if</span><span class="o">(</span><span class="n">p</span><span class="o">==</span><span class="n">w</span><span class="o">)</span> <span class="n">st</span> <span class="k">=</span> <span class="n">st</span><span class="o">+</span><span class="mi">1</span>
+ <span class="o">)</span>
+ <span class="o">)</span>
+
+ <span class="n">negative</span><span class="o">.</span><span class="n">foreach</span><span class="o">(</span><span class="n">p</span><span class="k">=></span>
+ <span class="n">words</span><span class="o">.</span><span class="n">foreach</span><span class="o">(</span><span class="n">w</span><span class="k">=></span>
+ <span class="k">if</span><span class="o">(</span><span class="n">p</span><span class="o">==</span><span class="n">w</span><span class="o">)</span> <span class="n">st</span> <span class="k">=</span> <span class="n">st</span><span class="o">-</span><span class="mi">1</span>
+ <span class="o">)</span>
+ <span class="o">)</span>
+ <span class="k">if</span><span class="o">(</span><span class="n">st</span><span class="o">></span><span class="mi">0</span><span class="o">)</span>
+ <span class="s">"positivie"</span>
+ <span class="k">else</span> <span class="k">if</span><span class="o">(</span><span class="n">st</span><span class="o"><</span><span class="mi">0</span><span class="o">)</span>
+ <span class="s">"negative"</span>
+ <span class="k">else</span>
+ <span class="s">"neutral"</span>
+<span class="o">}</span>
+
+<span class="c1">// Below line works only in spark 1.3.0.</span>
+<span class="c1">// For spark 1.1.x and spark 1.2.x,</span>
+<span class="c1">// use sqlc.registerFunction("sentiment", sentiment _) instead.</span>
+<span class="n">sqlc</span><span class="o">.</span><span class="n">udf</span><span class="o">.</span><span class="n">register</span><span class="o">(</span><span class="s">"sentiment"</span><span class="o">,</span> <span class="n">sentiment</span> <span class="k">_</span><span class="o">)</span>
+</code></pre></div>
+<p>To check how people think about girls using <code>sentiment</code> function we've made above, run this:</p>
+<div class="highlight"><pre><code class="sql language-sql" data-lang="sql"><span class="o">%</span><span class="k">sql</span> <span class="k">select</span> <span class="n">sentiment</span><span class="p">(</span><span class="nb">text</span><span class="p">),</span> <span class="k">count</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="k">from</span> <span class="n">tweets</span> <span class="k">where</span> <span class="nb">text</span> <span class="k">like</span> <span class="s1">'%girl%'</span> <span class="k">group</span> <span class="k">by</span> <span class="n">sentiment</span><span class="p">(</span><span class="nb">text</span><span class="p">)</span>
+</code></pre></div>
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+ <a href="#" data-toggle="dropdown" class="dropdown-toggle">Quick Start <b class="caret"></b></a>
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+ <li class="title"><span>Getting Started</span></li>
+ <li><a href="/docs/0.9.0/quickstart/install.html">Install</a></li>
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+ <li><a href="/docs/0.9.0/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/0.9.0/usage/dynamic_form/intro.html">What is Dynamic Form?</a></li>
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+ <li class="title"><span>Display System</span></li>
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+ <li><a href="/docs/0.9.0/usage/display_system/angular_backend.html">Angular Display using Backend API</a></li>
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+ <li role="separator" class="divider"></li>
+ <li class="title"><span>Interpreter</span></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/overview.html">Overview</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/interpreter_binding_mode.html">Interpreter Binding Mode</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/user_impersonation.html">User Impersonation</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/dependency_management.html">Dependency Management</a></li>
+ <li><a href="/docs/0.9.0/usage/interpreter/installation.html">Installing Interpreters</a></li>
+ <!--<li><a href="/docs/0.9.0/usage/interpreter/dynamic_loading.html">Dynamic Interpreter Loading (Experimental)</a></li>-->
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/other_features/publishing_paragraphs.html">Publishing Paragraphs</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/personalized_mode.html">Personalized Mode</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/customizing_homepage.html">Customizing Zeppelin Homepage</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/notebook_actions.html">Notebook Actions</a></li>
+ <li><a href="/docs/0.9.0/usage/other_features/cron_scheduler.html">Cron Scheduler</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/rest_api/interpreter.html">Interpreter API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/zeppelin_server.html">Zeppelin Server API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/notebook.html">Notebook API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/notebook_repository.html">Notebook Repository API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/configuration.html">Configuration API</a></li>
+ <li><a href="/docs/0.9.0/usage/rest_api/credential.html">Credential API</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/setup/basics/hadoop_integration.html">Hadoop Integration</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/deployment/docker.html">Docker Image for Zeppelin</a></li>-->
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-standalone-mode">Spark Cluster Mode: Standalone</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li>
+ <li><a href="/docs/0.9.0/setup/deployment/cdh.html">Zeppelin on CDH</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/security/authentication_nginx.html">HTTP Basic Auth using NGINX</a></li>
+ <li><a href="/docs/0.9.0/setup/security/shiro_authentication.html">Shiro Authentication</a></li>
+ <li><a href="/docs/0.9.0/setup/security/notebook_authorization.html">Notebook Authorization</a></li>
+ <li><a href="/docs/0.9.0/setup/security/datasource_authorization.html">Data Source Authorization</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/storage/storage.html#notebook-storage-in-local-git-repository">Git Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-s3">S3 Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-azure">Azure Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-oss">OSS Storage</a></li>
+ <li><a href="/docs/0.9.0/setup/storage/storage.html#notebook-storage-in-zeppelinhub">ZeppelinHub Storage</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/operation/configuration.html">Configuration</a></li>
+ <li><a href="/docs/0.9.0/setup/operation/proxy_setting.html">Proxy Setting</a></li>
+ <li><a href="/docs/0.9.0/setup/operation/upgrading.html">Upgrading</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/usage/interpreter/overview.html">Overview</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.9.0/interpreter/spark.html">Spark</a></li>
+ <li><a href="/docs/0.9.0/interpreter/jdbc.html">JDBC</a></li>
+ <li><a href="/docs/0.9.0/interpreter/python.html">Python</a></li>
+ <li><a href="/docs/0.9.0/interpreter/r.html">R</a></li>
+ <li role="separator" class="divider"></li>
+ <li><a href="/docs/0.9.0/interpreter/alluxio.html">Alluxio</a></li>
+ <li><a href="/docs/0.9.0/interpreter/beam.html">Beam</a></li>
+ <li><a href="/docs/0.9.0/interpreter/bigquery.html">BigQuery</a></li>
+ <li><a href="/docs/0.9.0/interpreter/cassandra.html">Cassandra</a></li>
+ <li><a href="/docs/0.9.0/interpreter/elasticsearch.html">Elasticsearch</a></li>
+ <li><a href="/docs/0.9.0/interpreter/flink.html">Flink</a></li>
+ <li><a href="/docs/0.9.0/interpreter/geode.html">Geode</a></li>
+ <li><a href="/docs/0.9.0/interpreter/groovy.html">Groovy</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hazelcastjet.html">Hazelcast Jet</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hbase.html">HBase</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hdfs.html">HDFS</a></li>
+ <li><a href="/docs/0.9.0/interpreter/hive.html">Hive</a></li>
+ <li><a href="/docs/0.9.0/interpreter/ignite.html">Ignite</a></li>
+ <li><a href="/docs/0.9.0/interpreter/java.html">Java</a></li>
+ <li><a href="/docs/0.9.0/interpreter/jupyter.html">Jupyter</a></li>
+ <li><a href="/docs/0.9.0/interpreter/kotlin.html">Kotlin</a></li>
+ <li><a href="/docs/0.9.0/interpreter/kylin.html">Kylin</a></li>
+ <li><a href="/docs/0.9.0/interpreter/lens.html">Lens</a></li>
+ <li><a href="/docs/0.9.0/interpreter/livy.html">Livy</a></li>
+ <li><a href="/docs/0.9.0/interpreter/markdown.html">Markdown</a></li>
+ <li><a href="/docs/0.9.0/interpreter/mongodb.html">MongoDB</a></li>
+ <li><a href="/docs/0.9.0/interpreter/neo4j.html">Neo4j</a></li>
+ <li><a href="/docs/0.9.0/interpreter/pig.html">Pig</a></li>
+ <li><a href="/docs/0.9.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li>
+ <li><a href="/docs/0.9.0/interpreter/scalding.html">Scalding</a></li>
+ <li><a href="/docs/0.9.0/interpreter/scio.html">Scio</a></li>
+ <li><a href="/docs/0.9.0/interpreter/shell.html">Shell</a></li>
+ <li><a href="/docs/0.9.0/interpreter/sparql.html">Sparql</a></li>
+ <li><a href="/docs/0.9.0/interpreter/submarine.html">Submarine</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/0.9.0/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/0.9.0/development/helium/overview.html">Overview</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_application.html">Writing Helium Application</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_spell.html">Writing Helium Spell</a></li>
+ <li><a href="/docs/0.9.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li>
+ <li><a href="/docs/0.9.0/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/0.9.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li>
+ <li><a href="/docs/0.9.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li>
+ <li><a href="/docs/0.9.0/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="https://zeppelin.apache.org/community.html">Mailing List</a></li>
+ <li><a target="_blank" href="https://cwiki.apache.org/confluence/display/ZEPPELIN/Zeppelin+Home">Apache Zeppelin Wiki</a></li>
+ <li><a target="_blank" href="http://stackoverflow.com/questions/tagged/apache-zeppelin">Stackoverflow Questions about Zeppelin</a></li>
+ </ul>
+ </li>
+ <li>
+ <a href="/docs/0.9.0/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 Zeppelin on Yarn">
+ <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>Zeppelin on Yarn</h1>
+
+<div id="toc"></div>
+
+<p>Zeppelin on yarn means to run interpreter process in yarn container. The key benefit is the scalability, you won't run out of memory
+of the zeppelin server host if you run large amount of interpreter processes.</p>
+
+<h2>Prerequisites</h2>
+
+<p>The following is required for yarn interpreter mode.</p>
+
+<ul>
+<li>Hadoop client (both 2.x and 3.x are supported) is installed.</li>
+<li><code>$HADOOP_HOME/bin</code> is put in <code>PATH</code>. Because internally zeppelin will run command <code>hadoop classpath</code> to get all the hadoop jars and put them in the classpath of Zeppelin.</li>
+<li>Set <code>USE_HADOOP</code> as <code>true</code> in <code>zeppelin-env.sh</code>.</li>
+</ul>
+
+<h2>Configuration</h2>
+
+<p>Yarn interpreter mode needs to be set for each interpreter. You can set <code>zeppelin.interpreter.launcher</code> to be <code>yarn</code> to run it in yarn mode.
+Besides that, you can also specify other properties as following table.</p>
+
+<table class="table-configuration">
+ <tr>
+ <th>Name</th>
+ <th>Default Value</th>
+ <th>Description</th>
+ </tr>
+ <tr>
+ <td>zeppelin.interpreter.yarn.resource.memory</td>
+ <td>1024</td>
+ <td>memory for interpreter process, unit: mb</td>
+ </tr>
+ <tr>
+ <td>zeppelin.interpreter.yarn.resource.memoryOverhead</td>
+ <td>Amount of non-heap memory to be allocated per interpreter process in yarn interpreter mode, in MiB unless otherwise specified. This is memory that accounts for things like VM overheads, interned strings, other native overheads, etc.</td>
+ </tr>
+ <tr>
+ <td>zeppelin.interpreter.yarn.resource.cores</td>
+ <td>1</td>
+ <td>cpu cores for interpreter process</td>
+ </tr>
+ <tr>
+ <td>zeppelin.interpreter.yarn.queue</td>
+ <td>default</td>
+ <td>yarn queue name</td>
+ </tr>
+</table>
+
+<h2>Differences with non-yarn interpreter mode (local mode)</h2>
+
+<p>There're several differences between yarn interpreter mode with non-yarn interpreter mode (local mode)</p>
+
+<ul>
+<li>New yarn app will be allocated for the interpreter process.</li>
+<li>Any local path setting won't work in yarn interpreter process. E.g. if you run python interpreter in yarn interpreter mode, then you need to make sure the python executable of <code>zeppelin.python</code> exist in all the nodes of yarn cluster.
+Because the python interpreter may launch in any node.</li>
+<li>Don't use it for spark interpreter. Instead use spark's built-in yarn-client or yarn-cluster which is more suitable for spark interpreter.</li>
+</ul>
+
+ </div>
+</div>
+
+
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