A JupyterLab setting procedure
A base setting with minimum packages via pip
pipによるJupyterLabの基礎設定です。
Prerequisite
-
- Windows 10
python 3.8+
nodejs 10+
Microsoft Visual C++ 14.0 or greater (Build Tools for Visual Studio 2019)
Getting Started
JupyterLab installation
-
- install python (official not Anaconda)
-
- install node.js
install Microsoft Visual C++ 14.0 or greater
make a virtual environment
> python -m venv ENV # path/to/new/virtual/environment
- come into the virtual environment
> cd ENV
- activate the virtual environment
Scripts/activate
- install jupyterlab
(ENV) > pip install jupyterlab
Extensions
Jupyter Widgets JupyterLab Extension: for Jupyter/IPython widgets
(ENV) > pip install ipywidgets
(ENV) > jupyter nbextension enable --py widgetsnbextension
(ENV) > jupyter labextension install @jupyter-widgets/jupyterlab-manager
jupyterlab_variableinspector: variable inspector
(ENV) > jupyter labextension install @lckr/jupyterlab_variableinspector
jupyterlab-toc: table of contents for markdown
(ENV) > jupyter labextension install @jupyterlab/toc
jupyterlab_filetree: filetree view
(ENV) > jupyter labextension install jupyterlab_filetree
Go to definition extension for JupyterLab: jump to definition
(ENV) > jupyter labextension install @krassowski/jupyterlab_go_to_definition
Language Server Protocol : Python language server protocol
(ENV) > pip install jupyter-lsp
(ENV) > jupyter labextension install @krassowski/jupyterlab-lsp
(ENV) > pip install python-language-server[all]
jupyterlab_code_formatter: code formatter (black, yapf, autopep8, or isort)
(ENV) > jupyter labextension install @ryantam626/jupyterlab_code_formatter
(ENV) > pip install jupyterlab_code_formatter
(ENV) > jupyter serverextension enable --py jupyterlab_code_formatter
jupytext: .py file sync with .ipynb
(ENV) > pip install jupytext --upgrade
(ENV) > jupyter labextension install jupyterlab-jupytext
git: git control with jupyterlab
(ENV) > pip install --upgrade jupyterlab-git
(ENV) > jupyter lab build
github: github browsing via jupyterLab
(ENV) > jupyter labextension install @jupyterlab/github
jupyterlab-shortcutui: ui for shortcut keys
(ENV) > jupyter labextension install @jupyterlab/shortcutui
Other standard packages
(ENV) > pip install numpy pandas scipy matplotlib seaborn statsmodels
Add a new kernel
(ENV) > ipython kernel install --user --name=ENV
Launch
- Launch jupyterlab
(ENV) > jupyter lab
Save requirements file
(ENV) > pip freeze > requirements.txt