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| Web-based notebook that enables data-driven, <br/> |
| interactive data analytics and collaborative documents with SQL, Scala, Python, R and more. |
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| Zeppelin supports Spark, PySpark, Spark R, Spark SQL with dependency loader. |
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| Python is supported with Matplotlib, Conda, Pandas SQL and PySpark integrations. |
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| <a href="/docs/latest/interpreter/python.html" class="panel-button">USE NOW <span class="glyphicon glyphicon-chevron-right"></span></a> |
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| See more details in Zeppelin supports 20+ different interpreters. |
| <a href="/supported_interpreters.html">LEARN MORE <span class="glyphicon glyphicon-chevron-right" style="font-size:15px;"></span></a> |
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| <h2 style="padding-bottom: 8px;">Deployments</h2> |
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| Local Spark, 6 Built-in visualizations, Display system, Dynamic form, Multiple backends are supported.<br/> |
| <a href="/docs/latest/quickstart/install.html" class="user-button">LEARN MORE</a> |
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| Zeppelin supports Multi-user Support w/ LDAP. Let's configure Zeppelin for your yarn cluster.<br/> |
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| 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 |
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| 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. |
| --> |
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| <h2>What's new in</h2> |
| <span class="newZeppelin center-block">Apache Zeppelin 0.11</span> |
| <div class="border row"> |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Java 11</h4> |
| <div> |
| <p> |
| Zeppelin 0.11 is built with Java 11. It's recommended to use Java 11 or later to run Zeppelin. |
| </p> |
| </div> |
| </div> |
| |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Spark and Flink</h4> |
| <div> |
| <p> |
| The latest version of Apache Spark and Apache Flink are supported. You can use the latest features and improvements in Spark and Flink. |
| </p> |
| </div> |
| </div> |
| |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Python 3</h4> |
| <div> |
| <p> |
| Python 3.9 is the default version of Python interpreter. |
| </p> |
| </div> |
| </div> |
| </div> |
| |
| |
| <!--<div class="border row"> |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Yarn Interpreter Mode</h4> |
| <div> |
| <p> |
| You can run interpreter in yarn cluster, e.g. you can run <a href="./docs/latest/interpreter/python.html#run-python-interpreter-in-yarn-cluster">Python interpreter in yarn</a> and <a href="./docs/latest/interpreter/r.html#run-r-in-yarn-cluster">R interpreter in yarn</a>. |
| </p> |
| </div> |
| </div> |
| |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Inline Configuration</h4> |
| <div class="personal"> |
| <p> |
| Generic <a href="./docs/latest/usage/interpreter/overview.html#generic-confinterpreter">ConfInterpreter</a> provide a way configure interpreter inside each note. |
| </p> |
| </div> |
| </div> |
| |
| <div class="border col-md-4 col-sm-4"> |
| <h4>Interpreter Lifecycle Management</h4> |
| <div> |
| <p> |
| Interpreter lifecycle manager automatically terminate interpreter process on idle timeout. So resources are released when they're not in use. See <a href="./docs/latest/usage/interpreter/overview.html#interpreter-lifecycle-management">here</a> for more details. |
| </p> |
| </div> |
| </div> |
| </div>--> |
| |
| <div class="col-md-12 col-sm-12 col-xs-12 text-center"> |
| <p style="text-align:center; margin-top: 32px; font-size: 14px; color: gray; font-weight: 200; font-style: italic; padding-bottom: 0;">See more details in |
| <a href="./releases/zeppelin-release-0.11.1.html">0.11.1 Release Note</a> |
| </p> |
| </div> |
| |
| </div> |
| </div> |
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| <div class="content"> |
| |
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| <!--<div class="hero-unit Zeppelin"> |
| <h1> <small>Less Development, More analysis!</small></h1> |
| </div> |
| --> |
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| <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. |
| --> |
| |
| <p><br /> |
| <h1 class="index-header"> |
| What is Apache Zeppelin ? |
| </h1></p> |
| |
| <p><br /><br /><br /> |
| <div class="row"> |
| <div class="col-md-6" style="padding-right:0"> |
| <h1 style="color:#4c555a">Multi-purpose Notebook</h1> |
| <p> |
| The Notebook is the place for all your needs |
| </p> |
| <ul style="list-style-type: none;padding-left:10px;" > |
| <li style="font-size:18px; margin: 5px;"><span class="glyphicon glyphicon-import" style="margin-right:10px"></span> Data Ingestion</li> |
| <li style="font-size:18px; margin: 5px;"><span class="glyphicon glyphicon-eye-open" style="margin-right:10px"></span> Data Discovery</li> |
| <li style="font-size:18px; margin: 5px;"><span class="glyphicon glyphicon-wrench" style="margin-right:10px"></span> Data Analytics</li> |
| <li style="font-size:18px; margin: 5px;"><span class="glyphicon glyphicon-dashboard" style="margin-right:10px"></span> Data Visualization & Collaboration</li> |
| </ul> |
| </div> |
| <div class="col-md-6" style="padding:0"> |
| <img class="img-responsive" style="border: 1px solid #ecf0f1;" src="./assets/themes/zeppelin/img/notebook.png" /> |
| </div> |
| </div></p> |
| |
| <p><br /></p> |
| |
| <h2>Multiple Language Backend</h2> |
| |
| <p><a href="./docs/latest/usage/interpreter/overview.html">Apache Zeppelin interpreter</a> concept allows any language/data-processing-backend to be plugged into Zeppelin. |
| Currently Apache Zeppelin supports many interpreters such as Apache Spark, Apache Flink, Python, R, JDBC, Markdown and Shell.</p> |
| |
| <p><img class="img-responsive" width="500px" style="margin:0 auto; padding: 26px;" src="./assets/themes/zeppelin/img/available_interpreters.png" /></p> |
| |
| <p>Adding new language-backend is really simple. Learn <a href="./docs/latest/development/writing_zeppelin_interpreter.html#make-your-own-interpreter">how to create a new interpreter</a>.</p> |
| |
| <h4>Apache Spark integration</h4> |
| |
| <p>Especially, Apache Zeppelin provides built-in <a href="http://spark.apache.org/">Apache Spark</a> integration. You don't need to build a separate module, plugin or library for it.</p> |
| |
| <p><img class="img-responsive" src="./assets/themes/zeppelin/img/spark_logo.jpg" width="140px" /></p> |
| |
| <p>Apache Zeppelin with Spark integration provides</p> |
| |
| <ul> |
| <li>Automatic SparkContext and SQLContext injection</li> |
| <li>Runtime jar dependency loading from local filesystem or maven repository. Learn more about <a href="./docs/latest/interpreter/spark.html#dependencyloading">dependency loader</a>.</li> |
| <li>Canceling job and displaying its progress</li> |
| </ul> |
| |
| <p>For the further information about Apache Spark in Apache Zeppelin, please see <a href="./docs/latest/interpreter/spark.html">Spark interpreter for Apache Zeppelin</a>.</p> |
| |
| <p><br /></p> |
| |
| <h2>Data visualization</h2> |
| |
| <p>Some basic charts are already included in Apache Zeppelin. Visualizations are not limited to SparkSQL query, any output from any language backend can be recognized and visualized.</p> |
| |
| <div class="row"> |
| <div class="col-md-6"> |
| <img class="img-responsive" src="./assets/themes/zeppelin/img/graph1.png" /> |
| </div> |
| <div class="col-md-6"> |
| <img class="img-responsive" src="./assets/themes/zeppelin/img/graph2.png" /> |
| </div> |
| </div> |
| |
| <h3>Pivot chart</h3> |
| |
| <p>Apache Zeppelin aggregates values and displays them in pivot chart with simple drag and drop. You can easily create chart with multiple aggregated values including sum, count, average, min, max.</p> |
| |
| <div class="row"> |
| <div class="col-md-12"> |
| <img class="img-responsive" style="margin: 16px auto;" src="./assets/themes/zeppelin/img/screenshots/pivot.png" width="480px" /> |
| </div> |
| </div> |
| |
| <p>Learn more about <a href="./docs/latest/usage/display_system/basic.html">basic display systems</a> and Angular API(<a href="./docs/latest/usage/display_system/angular_frontend.html">frontend</a> , <a href="./docs/latest/usage/display_system/angular_backend.html">backend</a>) in Apache Zeppelin.</p> |
| |
| <p><br /></p> |
| |
| <h2>Dynamic forms</h2> |
| |
| <p>Apache Zeppelin can dynamically create some input forms in your notebook. |
| <div class="row"> |
| <div class="col-md-12"> |
| <img class="img-responsive" style="margin: 16px auto;" src="./assets/themes/zeppelin/img/screenshots/dynamicform.png" /> |
| </div> |
| </div> |
| Learn more about <a href="./docs/latest/usage/dynamic_form/intro.html">Dynamic Forms</a>.</p> |
| |
| <p><br /></p> |
| |
| <h2>Collaborate by sharing your Notebook & Paragraph</h2> |
| |
| <p>Your notebook URL can be shared among collaborators. Then Apache Zeppelin will broadcast any changes in realtime, just like the collaboration in Google docs.</p> |
| |
| <div class="row"> |
| <div class="col-md-12"> |
| <img class="img-responsive" style="margin: 20px auto" src="./assets/themes/zeppelin/img/screenshots/publish.png" width="650px"/> |
| </div> |
| </div> |
| |
| <p>Apache Zeppelin provides an URL to display the result only, that page does not include any menus and buttons inside of notebooks. |
| You can easily embed it as an iframe inside of your website in this way. |
| If you want to learn more about this feature, please visit <a href="./docs/latest/usage/other_features/publishing_paragraphs.html">this page</a>.</p> |
| |
| <p><br /></p> |
| |
| <h2>100% Opensource</h2> |
| |
| <p><img class="img-responsive" style="margin:0 auto; padding: 15px;" src="./assets/themes/zeppelin/img/asf_logo.png" width="250px"/></p> |
| |
| <p>Apache Zeppelin is Apache2 Licensed software. Please check out the <a href="https://github.com/apache/zeppelin">source repository</a> and <a href="./docs/latest/development/contribution/how_to_contribute_code.html">how to contribute</a>. |
| Apache Zeppelin has a very active development community. |
| Join to our <a href="https://zeppelin.apache.org/community.html">Mailing list</a> and report issues on <a href="https://issues.apache.org/jira/browse/ZEPPELIN">Jira Issue tracker</a>. |
| </div> |
| <br /></p> |
| |
| </div> |
| </div> |
| |
| |
| </div> |
| |
| |
| |
| |
| |
| |
| <!-- |
| 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. |
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| target="_blank"> |
| {{post.title}} |
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| {{post.description}} |
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| Published on {{post.created}} |
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