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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。