Configuration de base de JupyterLab pour l'analyse des données (pip)

A JupyterLab setting procedure A base setting with minimum packages via pip Il s'agit du paramètre de base de Jupyter Lab par pip. 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(officialnotAnaconda)
• install node.js
• install Microsoft Visual C++ 14.0 or greater
• make a virtual environment

$ python -m venv /path/to/new/virtual/environment

• come into the virtual environment

$ cd /path/to/new/virtual/environment

• install jupyterlab

$ pip install jupyterlab

Extensions

• Jupyter Widgets JupyterLab Extension: for Jupyter/IPython widgets

$ pip install ipywidgets
$ jupyter nbextension enable --py widgetsnbextension
$ jupyter labextension install @jupyter-widgets/jupyterlab-manager

• jupyterlab_variableinspector: variable inspector

$ jupyter labextension install @lckr/jupyterlab_variableinspector

• jupyterlab-toc: table of contents for markdown

$ jupyter labextension install @jupyterlab/toc

• jupyterlab_filetree: filetree view

$ jupyter labextension install jupyterlab_filetree

• Go to definition extension for JupyterLab: jump to definition

$ jupyter labextension install @krassowski/jupyterlab_go_to_definition

• Language Server Protocol : Python language server protocol

$ pip install jupyter-lsp
$ jupyter labextension install @krassowski/jupyterlab-lsp
$ pip install python-language-server[all]

• jupyterlab_code_formatter:codeformatter(black,yapf,autopep8,orisort)

$ jupyter labextension install @ryantam626/jupyterlab_code_formatter
$ pip install jupyterlab_code_formatter
$ jupyter serverextension enable --py jupyterlab_code_formatter

• jupytext: .py file sync with .ipynb

$ pip install jupytext --upgrade
$ jupyter labextension install jupyterlab-jupytext

• git: git control with jupyterlab

$ pip install --upgrade jupyterlab-git
$ jupyter lab build

• github: github browsing via jupyterLab

$ jupyter labextension install @jupyterlab/github

• jupyterlab-shortcutui: ui for shortcut keys

$ jupyter labextension install @jupyterlab/shortcutui

Other standard packages

$ pip install numpy pandas scipy matplotlib seaborn statsmodels

Launch

• Launch jupyterlab

$ jupyter lab

Save requirements file

$ pip freeze > requirements.txt