Maintaining & Sustaining Software
For maintainers, project leads, and tech stewards.
Other
Best Practices for Maintainers
Making your life easier as an open source maintainer, from documenting processes to leveraging your community.
Prerequisites
Building Better Research Software
This short course is teaching tools and practices for producing and sharing quality, sustainable and FAIR (Findable, Accessible, Interoperable and Reusable) research software to support open and reproducible research. The course can be delivered over 2 full or 4 half days.
Prerequisites
CI/CD for Research Software with GitLab CI
This lesson covers the implementation of CI/CD pipelines in research software projects, focusing on automating tests, builds, and deployments using GitLab CI.
💬 Give FeedbackContinuous Integration and Delivery with GitHub Actions
This lesson covers how to set up continuous integration and continuous delivery pipelines for automated testing and deployment in software projects.
Prerequisites
Effective Code Review
This lesson teaches best practices for conducting and participating in code reviews, emphasizing clear communication and collaborative problem solving.
Prerequisites
Finding Users for Your Project
Launching a successful open source project involves more than just code. Start your journey here.
Prerequisites
Intermediate Python Development
This lesson covers intermediate Python development skills such as writing reusable code, using virtual environments, testing with pytest, and managing dependencies.
Prerequisites
Intermediate Research Software Development Skills (Python) Lesson Material
This course aims to teach a core set of established, intermediate-level software development skills and best practices for working as part of a team in a research environment using Python as an example programming language (see detailed learning objectives below).
Prerequisites
Introduction to Docker for Research NOTE THIS IS NOW CALLED Introduction to Docker and Podman
This lesson covers the fundamentals of Docker, including creating containers, managing Docker images, and using Docker for software reproducibility and deployment.
💬 Give FeedbackMetrics
Tracking the success of your project helps you make informed decisions and communicate impact effectively.
Prerequisites
Modular Programming with Python
This lesson covers modular programming in Python, explaining how to write reusable code in modules, organize codebases, and test them to improve collaboration and maintainability.
Prerequisites
Python Package Development Best Practices
This lesson covers best practices for building Python packages, focusing on scientific software. It explains how to structure packages, write tests, manage dependencies, and distribute packages via PyPI.
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Python Packaging for Beginners
This lesson teaches the essential steps for packaging Python projects and publishing them on PyPI.
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Python Packaging
This lesson teaches how to create and publish packages in Python. We assume a basic understanding of Python, and assume learners are comfortable using simple commands in a Bash shell.
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R Packaging
This workshop will provide you with the basics for writing your own packages in R.
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Reproducible Computational Environments using Containers
This session aims to introduce the use of Docker containers with the goal of using them to effect reproducible computational environments. Such environments are useful for ensuring reproducible research outputs, for example.
Prerequisites
Reproducible Research
This lesson covers the principles of reproducible research, including data management, version control, and the use of tools like Git to ensure that research can be replicated.
💬 Give FeedbackResearch Software Engineering with Python Course
This course provides an overview of key skills for Research Software Engineers, including software design, version control with Git, testing with pytest, and project management.
Prerequisites
Starting an Open Source Project
Launching a successful open source project involves more than just code. Start your journey here.
Prerequisites
Testing and Test-Driven Development
This lesson covers how to write tests for your code, understand test-driven development, and use testing frameworks like pytest in Python.
Prerequisites
Unit Testing and TDD in Python
This lesson covers how to write and run unit tests in Python, including an introduction to test-driven development (TDD) and its benefits.
Prerequisites