Top 11 Python jupyterhub Projects

• docker-stacks

  13 7,738 9.6 Python

  Ready-to-run Docker images containing Jupyter applications

  

Project mention: Linux or Windows for coding?? | /r/learnprogramming | 2023-05-21

See https://github.com/jupyter/docker-stacks

• Jupyter Notebook (IPython)

  3 7,573 9.6 Python

  Multi-user server for Jupyter notebooks

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• repo2docker

  2 1,581 8.2 Python

  Turn repositories into Jupyter-enabled Docker images

  

Project mention: ChromeOS is Linux with Google’s desktop environment | news.ycombinator.com | 2023-10-05

For students, unless there are allocated server resources with network access, it SHOULD/MUST scale down to one local offline ARM64 node (because school districts haven't afforded containers on a managed k8s cloud for students at scale fwiu, though universities do with e.g. JupyterHub and BinderHub [4] and Colab).

For Chromebook sysadmins, Instructors, and Students learning about how {Linux*, ChromiumOS, Android, Git, Bash, ZSH, Python, and e.g. PyData Tools supported by NumFOCUS} are developed, for example;

When you git commit to a git branch, and then `git push` that branch to GitHub, and create a Pull Request, GitHub Actions runs the (container,command) tasks defined in the YAML files in the .github/workflows/ directory of the repo; so `git push` to a PR branch runs the CI job and the results are written back as cards in the Pull Request thread on the GitHub Project; saving to the server runs the (container,command) Actions with that revision of the git repo.

Somewhat-equivalent GitOps CI Continuous Integration workflows (without Bazel or Blaze or gtest or gn, or GitHub Enterprise or GitHub Free due to the kids' intererests) that might be supported at least in analogue by Education and Chromebooks: k8s with podman-desktop in a VM, Gitea Actions (nektos/act; like Github Actions), devpod

devpod: https://github.com/loft-sh/devpod :

> Codespaces but open-source, client-only and unopinionated: Works with any IDE and lets you use any cloud, kubernetes or just localhost docker. (with devcontainer.json, like Github Codespaces)

devcontainer.json is supported by a number of tools; e.g. VScode, IntelliJ,: https://containers.dev/supporting

repo2docker has buildpacks (like Heroku and Google AppEngine).

repo2docker buildpacks should probably work with devcontainer.json too?

repo2docker docs > Usage > "REES: Reproducible Execution Environment" describes what all repo2docker will build a container from: https://repo2docker.readthedocs.io/en/latest/usage.html

jupyterhub/repo2docker builds a Dockerfile (Containerfile) from git repo (or a Figshare/Zenodo DOI) that minimally has at least an /environment.yml and /example.py (and probably also at least a /README.md to start with), and installs a current, updated version of jupyter notebook along with whatever's in e.g. /environment.yml per the REES spec. [1][2][3]

[1] repo2docker/buildpacks/base.py: https://github.com/jupyterhub/repo2docker/blob/main/repo2doc...

[2] "Make base_image configurable" https://github.com/jupyterhub/repo2docker/commit/20b08152578...

[3] repo2docker/buildpacks/conda/environment.py-3.11.yml:

• zero-to-jupyterhub-k8s

  1 1,467 9.3 Python

  Helm Chart & Documentation for deploying JupyterHub on Kubernetes

  

• nbgrader

  1 1,255 7.1 Python

  A system for assigning and grading notebooks

  

• the-littlest-jupyterhub

  2 985 8.5 Python

  Simple JupyterHub distribution for 1-100 users on a single server

  

• jupyterhub-deploy-docker

  1 668 5.7 Python

  Reference deployment of JupyterHub with docker

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• kubespawner

  2 520 8.7 Python

  Kubernetes spawner for JupyterHub

  

• nebari

  1 256 9.3 Python

  🪴 Nebari - your open source data science platform (by nebari-dev)

  

• datahub

  1 61 9.8 Python

  JupyterHubs for use by Berkeley enrolled students (by berkeley-dsep-infra)

  

• pangeo-binder

  1 18 0.0 Python

  Pangeo + Binder (dev repo for a binder/pangeo fusion concept)

  

Python jupyterhub related posts

• Connecting IPython notebook to spark master running in different machines
  1 project | /r/codehunter | 11 Apr 2023
• Looking for a solution to sandbox python remotely.
  1 project | /r/selfhosted | 26 Mar 2023
• A short tutorial on running Spark with Jupyter using Docker
  1 project | /r/dataengineering | 14 Feb 2023
• (RANT) I think I'll die trying to setup and run Spark with Python in my local environment
  1 project | /r/dataengineering | 28 Jan 2023
• A new and simple way to manage Jupyter notebooks on Kubernetes
  3 projects | /r/kubernetes | 24 Jan 2023
• How we made Jupyter Docker Stacks multi-arch
  1 project | dev.to | 10 Jan 2023
• [D] What platform environment would you use for young Python ML learners?
  1 project | /r/MachineLearning | 27 Oct 2022
• A note from our sponsor - WorkOS
  workos.com | 26 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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