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Hypermodern Python Tooling: Building Reliable Workflows for an Evolving Python Ecosystem
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Keeping up with the Python ecosystem can be daunting. Its developer tooling doesn't provide the out-of-the-box experience native to languages like Rust and Go. When it comes to long-term project maintenance or collaborating with others, every Python project faces the same problem: how to build reliable workflows beyond local development while staying in sync with the evolving ecosystem.
With this hands-on guide, Python developers will learn how to forge the moving parts of a Python project into an easy-to-use toolchain, using state-of-the-art tools including Poetry, Nox, pytest, mypy, pre-commit, Black, Ruff, uv, Rye, Hatch, and more. Author Claudio Jolowicz shows you how to create robust Python project structures complete with unit tests, static analysis, code formatting, and type checking.
You'll learn how to:
- Create open source projects with state-of-the-art infrastructure
- Build a custom infrastructure for all Python projects in a company or team
- Improve and modernize the infrastructure of an existing Python project
- Evaluate modern Python tooling for adoption in existing projects
- Use tools for packaging and dependency management
- Automate common development tasks such as testing, dependency updates, and publishing releases
- ISBN-101098139585
- ISBN-13978-1098139582
- Edition1st
- PublisherO'Reilly Media
- Publication dateJuly 23, 2024
- LanguageEnglish
- Dimensions7 x 0.75 x 9 inches
- Print length268 pages
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Python performace
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Python for Data Science
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Sharing the knowledge of experts
O'Reilly's mission is to change the world by sharing the knowledge of innovators. For over 40 years, we've inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.
Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.
From the Publisher
From the Preface
This book is a guide to modern Python developer tools—the programs that help you perform tasks such as:
- Managing Python installations on your system
- Installing third-party packages for your current project
- Building a Python package for distribution on a package repository
- Running a test suite repeatedly across multiple environments
- Linting and type checking your code to catch bugs
Who Should Read This Book?
If you’re one of these people, you’ll benefit from reading this book:
- You’re proficient with Python, but you’re not sure how to create a package.
- You’ve been doing this for years—setuptools, virtualenv, and pip are your friends. You’re curious about recent developments in tooling and what they bring to the table.
- You maintain mission-critical code that runs in production. But there must be a better way to do all of this. You want to learn about state-of-the art tools and evolving best practices.
- You want to be more productive as a Python developer.
- You’re an open source maintainer looking for a robust and modern project infrastructure.
- You’re using a bunch of Python tools in your projects, but it’s hard to see how everything fits together. You want to reduce the friction that comes with all this tooling.
- “Things just keep breaking—why doesn’t Python find my module now? Why can’t I import the package I just installed?”
This book assumes that you have a basic knowledge of the Python programming language. The only tooling you need to be familiar with is the Python interpreter, an editor or IDE, and the command line of your operating system.
Editorial Reviews
About the Author
Product details
- Publisher : O'Reilly Media
- Publication date : July 23, 2024
- Edition : 1st
- Language : English
- Print length : 268 pages
- ISBN-10 : 1098139585
- ISBN-13 : 978-1098139582
- Item Weight : 15.2 ounces
- Dimensions : 7 x 0.75 x 9 inches
- Best Sellers Rank: #1,494,855 in Books (See Top 100 in Books)
- #365 in Software Design Tools
- #1,326 in Python Programming
- #2,091 in Software Development (Books)
- Customer Reviews:
About the author

Claudio Jolowicz is an O'Reilly author and a senior software engineer at Cloudflare with nearly two decades of industry experience. He’s the author of Hypermodern Python Tooling and the Hypermodern Python project template, and co-maintains Nox, an open-source Python automation framework. In former lives, Claudio has worked as a legal scholar and as a musician touring from Scandinavia to West Africa. Get in touch with him on Mastodon: at-cjolowicz-at-fosstodon.org
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