データ分析のためのJupyterLab基礎設定２(pip)

A JupyterLab setting procedure

A base setting with minimum packages via pip

jupyterlab-lspからjupyterlab-kiteに乗り換えたため、pipによるJupyterLab基礎設定の忘備録を新調しました。

jupyterlab-lspを用いた旧バーションはこちら。

Prerequisite

• Windows 10
• python 3.8+
• nodejs 10+
• Microsoft Visual C++ 14.0 or greater (Build Tools for Visual Studio 2019)
• git 2+
• Kite Engine

Getting Started

JupyterLab installation

• install python with pip
• install node.js
• install Microsoft Visual C++ 14.0 or greater
• install git
• install Kite Engine

Making a virtual environment

> python -m venv ENV
> cd ENV
> Scripts/activate
(ENV) > pip install jupyterlab

Extensions

Extension manager

• 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

Variable inspector

• jupyterlab_variableinspector: variable inspector

(ENV) > jupyter labextension install @lckr/jupyterlab_variableinspector

Table of contents

• jupyterlab-toc: table of contents for markdown

(ENV) > jupyter labextension install @jupyterlab/toc

File tree

• jupyterlab_filetree: filetree view

(ENV) > jupyter labextension install jupyterlab_filetree

Shortcut key setting user interface

• jupyterlab-shortcutui: ui for shortcut keys

(ENV) > jupyter labextension install @jupyterlab/shortcutui

Notebook-Python-Markdown file synchronization

• jupytext: .py file sync with .ipynb

(ENV) > pip install jupytext --upgrade
(ENV) > jupyter labextension install jupyterlab-jupytext

Version control

• jupyterlab-git: git control via jupyterlab

(ENV) > pip install --upgrade jupyterlab-git
(ENV) > jupyter lab build

• github: github browsing via jupyterLab

(ENV) > jupyter labextension install @jupyterlab/github

Linter, Autocompletion, Code formatter

• jupyterlab_code_formatter: code formatter (black, isort, autopep8, yapf)

(ENV) > jupyter labextension install @ryantam626/jupyterlab_code_formatter
(ENV) > pip install jupyterlab_code_formatter
(ENV) > jupyter serverextension enable --py jupyterlab_code_formatter

• Go to definition extension for JupyterLab: jump to definition

(ENV) > jupyter labextension install @krassowski/jupyterlab_go_to_definition

• jupyterlab-kite: AI powered code completion

(ENV) > pip install jupyter-kite
(ENV) > jupyter labextension install @kiteco/jupyterlab-kite

Spell checker

• jupyterlab_spellchecker: spell checker for Markdown

(ENV) > jupyter labextension install @ijmbarr/jupyterlab_spellchecker

Other standard packages

(ENV) > pip install numpy pandas matplotlib

Add a new kernel

(ENV) > ipython kernel install --user --name=ENV

Launch

• Launch jupyterlab

(ENV) > jupyter lab