Apache Zeppelin 0.10.0 Documentation: R with Zeppelin

<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <title>Apache Zeppelin 0.10.0 Documentation: R with Zeppelin</title> <meta name="description" content=""> <meta name="author" content="The Apache Software Foundation">  <meta name="viewport" content="width=device-width, initial-scale=1.0">   <link href="//maxcdn.bootstrapcdn.com/font-awesome/4.2.0/css/font-awesome.min.css" rel="stylesheet">  <link href="/docs/0.10.0/assets/themes/zeppelin/bootstrap/css/bootstrap.css" rel="stylesheet"> <link href="/docs/0.10.0/assets/themes/zeppelin/css/style.css?body=1" rel="stylesheet" type="text/css"> <link href="/docs/0.10.0/assets/themes/zeppelin/css/syntax.css" rel="stylesheet" type="text/css" media="screen" />    <script src="https://code.jquery.com/jquery-1.10.2.min.js"></script> <script src="/docs/0.10.0/assets/themes/zeppelin/bootstrap/js/bootstrap.min.js"></script> <script src="/docs/0.10.0/assets/themes/zeppelin/js/docs.js"></script> <script 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href="http://zeppelin.apache.org"> <img src="/docs/0.10.0/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/0.10.0" style="font-size: 15px; color: white;"> 0.10.0 </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/0.10.0/quickstart/install.html">Install</a></li> <li><a href="/docs/0.10.0/quickstart/explore_ui.html">Explore UI</a></li> <li><a href="/docs/0.10.0/quickstart/tutorial.html">Tutorial</a></li> <li role="separator" class="divider"></li> <li class="title"><span>Run Mode</span></li> <li><a href="/docs/0.10.0/quickstart/kubernetes.html">Kubernetes</a></li> <li><a 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<li><a href="/docs/0.10.0/usage/display_system/basic.html#text">Text Display</a></li> <li><a href="/docs/0.10.0/usage/display_system/basic.html#html">HTML Display</a></li> <li><a href="/docs/0.10.0/usage/display_system/basic.html#table">Table Display</a></li> <li><a href="/docs/0.10.0/usage/display_system/basic.html#network">Network Display</a></li> <li><a href="/docs/0.10.0/usage/display_system/angular_backend.html">Angular Display using Backend API</a></li> <li><a href="/docs/0.10.0/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/0.10.0/usage/interpreter/overview.html">Overview</a></li> <li><a href="/docs/0.10.0/usage/interpreter/interpreter_binding_mode.html">Interpreter Binding Mode</a></li> <li><a href="/docs/0.10.0/usage/interpreter/user_impersonation.html">User Impersonation</a></li> <li><a href="/docs/0.10.0/usage/interpreter/dependency_management.html">Dependency Management</a></li> <li><a href="/docs/0.10.0/usage/interpreter/installation.html">Installing Interpreters</a></li>  <li><a href="/docs/0.10.0/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/0.10.0/usage/other_features/publishing_paragraphs.html">Publishing Paragraphs</a></li> <li><a href="/docs/0.10.0/usage/other_features/personalized_mode.html">Personalized Mode</a></li> <li><a href="/docs/0.10.0/usage/other_features/customizing_homepage.html">Customizing Zeppelin Homepage</a></li> <li><a href="/docs/0.10.0/usage/other_features/notebook_actions.html">Notebook Actions</a></li> <li><a href="/docs/0.10.0/usage/other_features/cron_scheduler.html">Cron Scheduler</a></li> <li><a href="/docs/0.10.0/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/0.10.0/usage/rest_api/interpreter.html">Interpreter API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/zeppelin_server.html">Zeppelin Server API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/notebook.html">Notebook API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/notebook_repository.html">Notebook Repository API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/configuration.html">Configuration API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/credential.html">Credential API</a></li> <li><a href="/docs/0.10.0/usage/rest_api/helium.html">Helium API</a></li> <li class="title"><span>Zeppelin SDK</span></li> <li><a href="/docs/0.10.0/usage/zeppelin_sdk/client_api.html">Client API</a></li> <li><a href="/docs/0.10.0/usage/zeppelin_sdk/session_api.html">Session 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/0.10.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li> <li><a href="/docs/0.10.0/setup/basics/hadoop_integration.html">Hadoop Integration</a></li> <li><a href="/docs/0.10.0/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/0.10.0/setup/deployment/spark_cluster_mode.html#spark-standalone-mode">Spark Cluster Mode: Standalone</a></li> <li><a href="/docs/0.10.0/setup/deployment/spark_cluster_mode.html#spark-on-yarn-mode">Spark Cluster Mode: YARN</a></li> <li><a href="/docs/0.10.0/setup/deployment/spark_cluster_mode.html#spark-on-mesos-mode">Spark Cluster Mode: Mesos</a></li> <li><a href="/docs/0.10.0/setup/deployment/flink_and_spark_cluster.html">Zeppelin with Flink, Spark Cluster</a></li> <li><a href="/docs/0.10.0/setup/deployment/cdh.html">Zeppelin on CDH</a></li> <li><a href="/docs/0.10.0/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/0.10.0/setup/security/authentication_nginx.html">HTTP Basic Auth using NGINX</a></li> <li><a href="/docs/0.10.0/setup/security/shiro_authentication.html">Shiro Authentication</a></li> <li><a href="/docs/0.10.0/setup/security/notebook_authorization.html">Notebook Authorization</a></li> <li><a href="/docs/0.10.0/setup/security/datasource_authorization.html">Data Source Authorization</a></li> <li><a href="/docs/0.10.0/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/0.10.0/setup/storage/storage.html#notebook-storage-in-local-git-repository">Git Storage</a></li> <li><a href="/docs/0.10.0/setup/storage/storage.html#notebook-storage-in-s3">S3 Storage</a></li> <li><a href="/docs/0.10.0/setup/storage/storage.html#notebook-storage-in-azure">Azure Storage</a></li> <li><a href="/docs/0.10.0/setup/storage/storage.html#notebook-storage-in-oss">OSS Storage</a></li> <li><a href="/docs/0.10.0/setup/storage/storage.html#notebook-storage-in-zeppelinhub">ZeppelinHub Storage</a></li> <li><a href="/docs/0.10.0/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/0.10.0/setup/operation/configuration.html">Configuration</a></li> <li><a href="/docs/0.10.0/setup/operation/proxy_setting.html">Proxy Setting</a></li> <li><a href="/docs/0.10.0/setup/operation/upgrading.html">Upgrading</a></li> <li><a href="/docs/0.10.0/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/0.10.0/usage/interpreter/overview.html">Overview</a></li> <li role="separator" class="divider"></li> <li><a href="/docs/0.10.0/interpreter/spark.html">Spark</a></li> <li><a href="/docs/0.10.0/interpreter/flink.html">Flink</a></li> <li><a href="/docs/0.10.0/interpreter/jdbc.html">JDBC</a></li> <li><a href="/docs/0.10.0/interpreter/python.html">Python</a></li> <li><a href="/docs/0.10.0/interpreter/r.html">R</a></li> <li role="separator" class="divider"></li> <li><a href="/docs/0.10.0/interpreter/alluxio.html">Alluxio</a></li> <li><a href="/docs/0.10.0/interpreter/beam.html">Beam</a></li> <li><a href="/docs/0.10.0/interpreter/bigquery.html">BigQuery</a></li> <li><a href="/docs/0.10.0/interpreter/cassandra.html">Cassandra</a></li> <li><a href="/docs/0.10.0/interpreter/elasticsearch.html">Elasticsearch</a></li> <li><a href="/docs/0.10.0/interpreter/geode.html">Geode</a></li> <li><a href="/docs/0.10.0/interpreter/groovy.html">Groovy</a></li> <li><a href="/docs/0.10.0/interpreter/hazelcastjet.html">Hazelcast Jet</a></li> <li><a href="/docs/0.10.0/interpreter/hbase.html">HBase</a></li> <li><a href="/docs/0.10.0/interpreter/hdfs.html">HDFS</a></li> <li><a href="/docs/0.10.0/interpreter/hive.html">Hive</a></li> <li><a href="/docs/0.10.0/interpreter/ignite.html">Ignite</a></li> <li><a href="/docs/0.10.0/interpreter/influxdb.html">influxDB</a></li> <li><a href="/docs/0.10.0/interpreter/java.html">Java</a></li> <li><a href="/docs/0.10.0/interpreter/jupyter.html">Jupyter</a></li> <li><a href="/docs/0.10.0/interpreter/kotlin.html">Kotlin</a></li> <li><a href="/docs/0.10.0/interpreter/ksql.html">KSQL</a></li> <li><a href="/docs/0.10.0/interpreter/kylin.html">Kylin</a></li> <li><a href="/docs/0.10.0/interpreter/lens.html">Lens</a></li> <li><a href="/docs/0.10.0/interpreter/livy.html">Livy</a></li> <li><a href="/docs/0.10.0/interpreter/mahout.html">Mahout</a></li> <li><a href="/docs/0.10.0/interpreter/markdown.html">Markdown</a></li> <li><a href="/docs/0.10.0/interpreter/mongodb.html">MongoDB</a></li> <li><a href="/docs/0.10.0/interpreter/neo4j.html">Neo4j</a></li> <li><a href="/docs/0.10.0/interpreter/pig.html">Pig</a></li> <li><a href="/docs/0.10.0/interpreter/postgresql.html">Postgresql, HAWQ</a></li> <li><a href="/docs/0.10.0/interpreter/sap.html">SAP</a></li> <li><a href="/docs/0.10.0/interpreter/scalding.html">Scalding</a></li> <li><a href="/docs/0.10.0/interpreter/scio.html">Scio</a></li> <li><a href="/docs/0.10.0/interpreter/shell.html">Shell</a></li> <li><a href="/docs/0.10.0/interpreter/sparql.html">Sparql</a></li> <li><a href="/docs/0.10.0/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/0.10.0/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/0.10.0/development/helium/overview.html">Overview</a></li> <li><a href="/docs/0.10.0/development/helium/writing_application.html">Writing Helium Application</a></li> <li><a href="/docs/0.10.0/development/helium/writing_spell.html">Writing Helium Spell</a></li> <li><a href="/docs/0.10.0/development/helium/writing_visualization_basic.html">Writing Helium Visualization: Basics</a></li> <li><a href="/docs/0.10.0/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/0.10.0/setup/basics/how_to_build.html">How to Build Zeppelin</a></li> <li><a href="/docs/0.10.0/development/contribution/useful_developer_tools.html">Useful Developer Tools</a></li> <li><a href="/docs/0.10.0/development/contribution/how_to_contribute_code.html">How to Contribute (code)</a></li> <li><a href="/docs/0.10.0/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/0.10.0/search.html" class="nav-search-link"> <span class="fa fa-search nav-search-icon"></span> </a> </li> </ul> </nav> </div> </div> <div class="content">  <div class="row"> <div class="col-md-12">  <h1>R 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 R:</p> <ul> <li>Supports <a href="../interpreter/r.html#how-to-use-r-interpreter">vanilla R</a> and <a href="../interpreter/r.html#how-to-use-r-interpreter">IRkernel</a></li> <li>Visualize R dataframe via <a href="../interpreter/r.html#zshow">ZeppelinContext</a></li> <li><a href="../interpreter/r.html#run-r-in-yarn-cluster">Run R interpreter in yarn cluster</a> with customized conda R environment.</li> <li><a href="../interpreter/r.html#make-shiny-app-in-zeppelin">Make R Shiny App</a></li> </ul> <p><br/></p> <p>For the further information about R support in Zeppelin, please check</p> <ul> <li><a href="../interpreter/r.html">R Interpreter</a></li> </ul> </div> </div> <hr> <footer>  </footer> </div> <script type="text/javascript"> 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Apache Zeppelin 0.10.0 Documentation: R with Zeppelin