如何每天自动运行带有 Python 代码的 Jupyter Notebook? [英] How to run a Jupyter notebook with Python code automatically on a daily basis?

问题描述

我在 Jupyter notebook 中有一些 Python 代码，我需要每天自动运行它，所以我想知道是否有办法设置它.我非常感谢您对此的任何建议.

解决方案

如果想要更高的质量，最好结合气流.我将它们打包在一个 docker 镜像中，https://github.com/michaelchanwahyan/datalab.>

它是通过修改一个开源包nbparameterize并集成execution_date等传递参数来完成的.可以动态生成图表 输出可以更新并保存在笔记本内.

什么时候执行

• 将读取笔记本并注入参数
• 笔记本被执行，输出将覆盖原始路径

此外还安装配置了spark、keras、tensorflow等常用工具

I have some Python code in a Jupyter notebook and I need to run it automatically every day, so I would like to know if there is a way to set this up. I really appreciate any advice on this.

解决方案

It's better to combine with airflow if you want to have higher quality. I packaged them in a docker image, https://github.com/michaelchanwahyan/datalab.

It is done by modifing an open source package nbparameterize and integrating the passing arguments such as execution_date. Graph can be generated on the fly The output can be updated and saved within inside the notebook.

When it is executed

• the notebook will be read and inject the parameters
• the notebook is executed and the output will overwrite the original path

Besides, it also installed and configured common tools such as spark, keras, tensorflow, etc.

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