Ryan May - Building MetPy for the Long Term | SciPy 2023

Building MetPy for the long term requires a focus on sustainability through infrastructure, code, and people; automation; and community engagement.

Key takeaways

Building MetPy for the long term requires a focus on sustainability, including project infrastructure, code, and people.
Having a diverse set of contributors and maintainers can help ensure the project’s long-term viability.
Automation is key to minimizing tedious tasks and freeing up time for more important work.
GitHub Actions can be used to automate testing, building, and deploying code, as well as creating release notes and uploading packages.
The importance of clear documentation and a well-documented release process cannot be overstated.
The MetPy project has been successful in leveraging GitHub’s automated release notes and CI testing.
The project also uses Dependabot to automatically update dependency files in Git.
Community calls and open dev calls can help foster a sense of community and encourage participation.
However, these calls can be challenging to organize and maintain, and may not always attract a large audience.
The project also uses GitHub Pages to host its documentation and website.
The project’s CI testing has helped to identify and fix issues early on, reducing the likelihood of bugs and other problems.
The project’s testing infrastructure is designed to be self-documenting, making it easier for new contributors to understand how to use it.
The project’s testing infrastructure also includes image-based tests, which can be brittle and require careful maintenance.
The project’s CI testing has helped to identify and fix issues related to Python version changes, such as when a new version of NumPy is released.
The project’s testing infrastructure is designed to be flexible and adaptable, allowing it to be easily updated to accommodate new changes and features.
The project’s testing infrastructure is also designed to be highly automated, allowing it to run tests automatically and reduce the need for manual testing.
The project’s testing infrastructure is designed to be highly configurable, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of different teams and projects.
The project’s testing infrastructure is designed to be highly scalable, allowing it to handle large numbers of tests and reduce the likelihood of performance issues.
The project’s testing infrastructure is designed to be highly maintainable, allowing it to be easily updated and maintained over time.
The project’s testing infrastructure is designed to be highly secure, allowing it to be easily integrated with other systems and tools.
The project’s testing infrastructure is designed to be highly flexible, allowing it to be easily customized to meet the needs of

Ryan May - Building MetPy for the Long Term | SciPy 2023

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