docker-jupyterhub

Getting started

main reference

构建自己的docker镜像

修改自己想要的python环境在文件Dockerfile.jupyterhub

基础镜像是：jupyter/scipy-notebook 里面含有conda

docker buildx build -t hotwa/jupyterhub:latest . -f Dockerfile.jupyterhub --load

修改docker-compose.yml文件环境变量：DOCKER_NOTEBOOK_IMAGE

DOCKER_NOTEBOOK_IMAGE: hotwa/jupyterhub:latest

也可以通过 docker-compose 构建镜像

docker compose build

启动docker-compose.yml

docker compose up -d

停止

docker compose down

基本镜像

https://github.com/jupyter/docker-stacks/tree/main/images

jupyter-gpu

构建自己的基础镜像：

git clone https://github.com/jupyter/docker-stacks
cd docker-stacks/images/base-notebook
# 修改这个目录下面的 Dockerfile文件, 在后面加就行，里面已经有了mamba、conda
docker buildx build -t hotwa/notebook:latest . -f Dockerfile

Alternatives

• rocker/binder - From the R focused rocker-project, lets you run both RStudio and Jupyter either standalone or in a JupyterHub
• jupyter/repo2docker - Turn git repositories into Jupyter-enabled Docker Images
• openshift/source-to-image - A tool for building artifacts from source code and injecting them into docker images
• jupyter-on-openshift/jupyter-notebooks - OpenShift compatible S2I builder for basic notebook images