JUPYTERLAB DOCKER IMAGE CODE

The flow of a request from user to the running Jupyterlab service is shown too. The docker services will be deployed on the EC2 instance using the docker compose file.īelow picture shows how the Docker services orchestrated using the docker compose file. High Level Architectureīelow is a high level infrastructure architecture which will be deployed on AWS using Cloudformation. Throughout the rest of post, I will walk throigh how these components work together to provide the final functioning Jupyterlab environment.

I have made all the necessary files available in the below Github repo: What you needīelow are the pre-requisites for this process and to successfully run the environment on server:īelow are used in the Docker container to run Jupyterlab: To enable it for multiple user access, there are other settings involved which are not discussed on this post. This is supposed to cater your personal need to work on a Jupyterlab environment online. In this post I will walk through a process to deploy a Jupyter Lab server to AWS using Docker.This method is in no way suitable for a Production environment. This removes the dependency on your local system and you can continue your development from anywhere. Normally we are used to running Jupyter notebooks or Jupyter lab on our local machines.But many times we have a need to run the same on a server so we can access it from other systems too. This is a great tool to learn machine-learning and develop on it.

JUPYTERLAB DOCKER IMAGE CODE

It provides you with an IDE like environment to run and document code outputs, document visualizations etc. It is a next gen interactive development environment for Jupyter notebooks. Jupyterlab is one of the tools in Project Jupyter. This provides you a simple interface to quickly run live code and document the outputs all in a single page.These documents containing code and their outputs are called Jupyter notebooks.

Jupyter is a collection of open-source web based tools which allow you to create and maintain documents which can contain live code, code outputs, visualizations etc. Deploy and run a Jupyter Lab server using Docker on AWS Do you know Jupyter?

Jupyterlab docker image