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(1) Openjuterpyrab comparison scheme
2022-04-23 12:55:00 【WENHUI012】
Official web site, : https://zero-to-jupyterhub.readthedocs.io/en/latest/jupyterhub/installation.html
Compare | jupyter | jupyterlab | jupyterhub |
brief introduction | Jupyter Notebook( Previously known as IPython notebook) It's an interactive notebook , Support operation 40 Multiple programming languages . | JupyterLab yes Jupyter Team oriented Jupyter The next generation of project development is based on Web The interface of . be relative to Jupyter Notebook, It's more integrated , More flexible and extensible . It supports 100 Multiple languages [2], Support the integration of multiple documents , A new workflow of interactive computing is realized . | Multi user support Jupyter Notebook The server , Used to create 、 management 、 Agent multiple Jupyter Notebook example . It has expansibility and customizability . |
Account | jupyter Basic version , Provide basic functions , Belong to a separate account | jupyterlab yes jupyter Enhanced version of , Belong to a separate use account | jupyterhub It is equivalent to a management system that can create multiple jupyter Account |
Dispatch | Use pai The scheduling of jupyter Use | Use pai The scheduling of jupyterlab Use | jupyterhub Have your own schedule , Manage it yourself pod |
usage | Browser access | Browser access | Browser access |
Advantages and disadvantages | advantage : Integration is relatively easy shortcoming : You need to destroy it yourself pod |
advantage : Integration is relatively easy shortcoming : You need to destroy it yourself pod |
advantage : Integration is relatively easy , Have a self destruction mechanism , Can be customized shortcoming : Not subject to pai Scheduling management , Self scheduling , At this time, we should consider and pai Server for cutting . Relatively complex , To configure your own storage , Self configuring scheduling GPU |
notes :pai It refers to Microsoft's OpenPAI
Second articles :OpenPAI How to install configuration jupyterhub
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https://yzsam.com/2022/04/202204230616046384.html
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