NoteBook学习(一)-------- Zeppelin VS Jupyter

时间:2023-01-26 22:50:02

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NoteBook学习(一)-------- Zeppelin VS Jupyter

1 NoteBook是什么?

比IDE更受数据科学家欢迎的数据处理工具,笔记本。

提供了基于浏览器的交互式分析环境,数据科学家可以使用Python、Scala或者R进行交互式的开发,来设计分析模型,可视化展现分析结果。Notebooks也使得分析过程可以被保存、导入、导出和共享。

可以看成是你存放代码,并添加注释的地方。

可以用Markdown格式的富文本中,穿插任意语言的代码,本地运行,然后以文本、表格、图形来查看结果。

两种最流行的NoteBook应用程序是,Jupyter Notebook 和 Apache Zeppelin。

Jupyter Notebook是IPython Notebook的演变版,更出名。

2 Zeppelin VS Jupyter

Zeppelin Jupyter
开发语言 python java
最新版本 0.8.0 5.7.0
GithubStar 3907 5124
安装 简单 简单
诞生 2012年 2013年
支持Spark 支持 支持
支持Flink 支持 暂不支持
多用户 支持 不支持
权限 支持 不支持

jupyter出现的更久,活跃用户更多。zeppelin更适合企业级应用。