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Web-based notebook that enables data-driven,
interactive data analytics and collaborative documents with SQL, Scala and more.

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See more details in Zeppelin supports 20+ different interpreters. LEARN MORE

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IPython interpreter provides comparable user experience like Jupyter Notebook. For the details, click here.

Note improvements

This release includes Note level dynamic form, note revision comparator and ability to run paragraph sequentially, instead of simultaneous paragraph execution in previous releases.

Inline configuration

Generic ConfInterpreter provide a way configure interpreter inside each note.

Tab-key completion

Press `Tab` for code completion. (previous key combination `Ctrl+.` works as well)

Interpreter lifecycle

Interpreter lifecycle manager automatically terminate interpreter process on idle timeout. So resources are released when they're not in use. See 什么加速器可众看油管 for more details.

Helium online registry

This release includes online registry for Helium that can add custom visualization and more. learn more about it.

See more details in 0.8 Release Note


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The Notebook is the place for all your needs

  • Data Ingestion
  • Data Discovery
  • Data Analytics
  • Data Visualization & Collaboration


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蚂蚁海外加速器永久免费版 concept allows any language/data-processing-backend to be plugged into Zeppelin. Currently Apache Zeppelin supports many interpreters such as Apache Spark, Python, JDBC, Markdown and Shell.

Adding new language-backend is really simple. Learn how to create a new interpreter.

Apache Spark integration

Especially, Apache Zeppelin provides built-in Apache Spark integration. You don't need to build a separate module, plugin or library for it.

Apache Zeppelin with Spark integration provides

  • Automatic SparkContext and SQLContext injection
  • Runtime jar dependency loading from local filesystem or maven repository. Learn more about dependency loader.
  • Canceling job and displaying its progress

For the further information about Apache Spark in Apache Zeppelin, please see Spark interpreter for Apache Zeppelin.


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使用kcptun给shadowsocks加速100%可用 - 吴昊博客:2 天前 · 在youtube 的视频上右键详细统计信息 回复 this 2021年10月26日 下午11:50 #12 博主 有个问题 ... 我的是搬瓦工的VPS（支持ipv6的） 按照教程装了kcptun 安装的时候加速的ip地址试过127.0.0.1和我VPS的ipv6地址 但是用kcptun_gclient连接的时候 KCP服务器 ...

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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.

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Learn more about basic display systems and Angular API(frontend , backend) in Apache Zeppelin.


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Apache Zeppelin can dynamically create some input forms in your notebook.

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Learn more about Dynamic Forms.


Collaborate by sharing your Notebook & Paragraph

Your notebook URL can be shared among collaborators. Then Apache Zeppelin will broadcast any changes in realtime, just like the collaboration in Google docs.

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 youtube加速器永久免费版.


100% Opensource

Apache Zeppelin is Apache2 Licensed software. Please check out the source repository and how to contribute. Apache Zeppelin has a very active development community. Join to our 上youtube加速器 and report issues on Jira Issue tracker.


Zeppelin on Twitter


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