24 ms·
I once wrote a survey of tools within the Jupyter Notebook ecosystem: https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-notebooks-in-2020-part-2/ http
by ljvmiranda 7y ago
I once wrote a survey of tools within the Jupyter Notebook ecosystem: https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-notebooks-in-2020-part-2/ https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-... (it’s a three part series and that link is Part 2).
The topic of production notebooks often shows up. I’ve seen tools like papermill and dagster being used for notebook prod, just like in Netflix.
I concluded that using notebooks for prod is always a tech decision, often influence by a tradeoff: risk for premature optimization (writing scripts early on in the project that may only be used once) and underengineering (using non-maintainable and clunky code to support mission-critical workloads): https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-notebooks-in-2020-part-2/#putting-it-together https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-...