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$ show jupyter/docker-stacks

[account ↗] [repo ↗] APPLICATION ★ 8468 2974 ● active (last update 6 days ago)
reviewed by: deepseek/deepseek-v4-flash

This repository produces and maintains the official Jupyter Docker Stacks: a family of layered Docker images that ship JupyterLab, Jupyter Notebook, JupyterHub single-user servers, and a broad set of scientific computing kernels and libraries. The actual deliverable is infrastructure-as-code: Dockerfiles, entrypoint/startup scripts, a Python tagging system, CI workflows, and a container-based test suite. Although the images serve data-science workflows (pandas, Spark, PyTorch, R, Julia, etc.), the repository itself is an application/devops project for building, versioning, and publishing reproducible computing environments, not an analytics or ETL codebase. This hybrid nature shows in bundled research-oriented packages and notebook-based tests, but the core engineering artifact is container image definitions and release automation.

RATING9.3/10
QUALITY8.3/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS264
VELOCITY0.99
OPEN ISSUES13
CLOSED ISSUES936
LAST COMMIT6 days ago
Files by Type (count)
Python
101
Markdown
46
Dockerfile
31
YAML
30
Shell
30
Docker Ignore
11
Jupyter Notebook
10
Other (.png)
9
Other (no ext)
8
JSON
4
Other (.makefile)
4
Text
3
Files by Type (size)
Other (.png)
2MB
Markdown
189KB
Python
162KB
YAML
71KB
Dockerfile
40KB
Shell
28KB
Other (.svg)
21KB
JSON
16KB
Jupyter Notebook
11KB
Makefile
7KB
Git Ignore
4KB
Other (.makefile)
4KB

The LLM identified 5 files worth highlighting for reuse:

A generic startup hook runner that executes scripts from well-defined directories, supporting both sourced shell files and standalone executables. It is self-contained, configurable through environment variables, and could be reused in any container image or CI environment that needs an extensible initialization pipeline.

file: images/docker-stacks-foundation/run-hooks.sh ↗ | tags: #hook-pattern #container-startup #shell-scripting

A compact, dependency-free shell script that recursively grants group-write permissions and setgid behavior on directories. It solves a recurring container/user-permission problem in a reusable way and can be dropped into any Docker image or multi-user environment with minimal modification.

file: images/docker-stacks-foundation/fix-permissions ↗ | tags: #shell-scripting #container-init #permissions

A Python context manager that wraps docker command execution for running containers, capturing output and managing lifecycle. It demonstrates a clean reusable pattern for programmatic container orchestration and could be extracted into any Python tooling project that needs to drive Docker containers.

file: tagging/utils/docker_runner.py ↗ | tags: #context-manager #docker-sdk #cli-utility

A test utility that wraps docker-py to create, start, wait for, and clean up containers while tracking their state. It provides a robust pattern for integration-testing Docker images and could be reused in any project that needs deterministic container-based test fixtures.

file: tests/utils/tracked_container.py ↗ | tags: #test-utility #docker-sdk #container-lifecycle

A small, sourceable shell logging library with leveled output, color support, and quiet mode. It is fully isolated from the rest of the image build system and illustrates a clean way to standardize logging across shell scripts in any project.

file: images/docker-stacks-foundation/_docker_stacks_log.sh ↗ | tags: #logging #shell-library #reusable
Last analyzed: 2026-10-16 06:43:45.911055
Next check: 2026-10-23 06:43:45.906484
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