データ分析のためのJupyterLab基礎設定 (pip)

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