Docker JupyterLab Templates

Containerized JupyterLab with Python 3

• Available templates
• Features
• Install requirements - Docker
• Run templates
  • Select the template of interest
  • Set volumes - optional
  • Start notebook
  • Access notebook
  • Stop notebook
• Ports

Available templates

Scipy-JupyterLab

MongoDB-JupyterLab

Neo4j-JupyterLab

PyTorch-CUDA-JupyterLab

Selenium-JupyterLab

Spark-Delta-JupyterLab

Features

✔️ All templates based on official images - Docker Hub

✔️ Code formatter - Black & isort

✔️ Sync local directories

Install requirements - Docker

Template PyTorch-CUDA-JupyterLab

• Windows --> It's mandatory to install and run commands in WSL to enable GPU computing https://learn.microsoft.com/en-us/windows/wsl/install

All templates

• Mac --> https://docs.docker.com/desktop/mac/install/
• Windows --> https://docs.docker.com/desktop/windows/install/
• Linux --> https://docs.docker.com/desktop/linux/install/

Run templates

Clone repository

git clone https://github.com/scr255/Docker-JupyterLab-Templates.git

Select the template of interest

Example for template "Scipy-JupyterLab":

cd Docker-JupyterLab-Templates/Scipy-JupyterLab

Set volumes - optional

Default sync based on current directory:

    volumes:
      - .:/home/jovyan/work

Sync specific path by editing "docker-compose.yml":

    volumes:
      - ~/Documents:/home/jovyan/work

Start notebook

docker compose up

Access notebook

Copy token from terminal

Open http://localhost:8888/lab and paste the token

Open the .ipynb file as a starting point

Stop notebook

Hit Ctrl+C in the terminal to stop the server

Then remove containers by submitting:

docker compose down

Ports

All templates bind to port 8888 for Jupyter. Additional ports, depending on the template:

• MongoDB-JupyterLab --> http://localhost:8081 for Mongo Express
• Neo4j-JupyterLab --> http://localhost:7474 for Neo4j Browser
• PyTorch-CUDA-JupyterLab --> http://localhost:6006 for TensorBoard
• Spark-Delta-JupyterLab --> http://localhost:4040 for SparkUI (active task to show up)