Python Bytes
#386 Major releases abound
Jun 4, 2024
Topics covered include NumPy 2.0 release date, Uvicorn's multiprocess workers, JupyterLab 4.2 and Notebook 7.2 availability. NumPy 2.0's major release after 15 years with breaking changes. Uvicorn simplifying web app scaling with multi-process workers.
21:00
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Quick takeaways
- NumPy 2.0 introduces major updates and breaking changes, requiring code adaptation and testing.
- Uvicorn's multiprocess workers enhance scalability and performance, simplifying process management in production setups.
Deep dives
NumPy 2.0 Release Date and Changes
NumPy 2.0, set to release on June 16th, is a significant update with many changes aimed at enhancing user experience. Users in the data science and machine learning domains will particularly benefit from the improvements. A migration guide assists in navigating the changes, including the introduction of helpful rules. It is recommended to utilize tools like Rough and conduct thorough testing to ensure a smooth transition.
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