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Descriptions

Mastering Python Concurrency: Free-threading and Sub-interpreters, For years, the Global Interpreter Lock (GIL) has prevented Python threads from scaling CPU-bound work across cores, forcing teams into heavier workarounds. In this course, Mastering Python Concurrency: Free-threading and Sub-interpreters, you will gain the ability to scale CPU-bound Python applications by removing the GIL. You will explore why threads do not scale today and how async IO and CPU-bound work fit together in a hybrid design. Next, you will discover how to run Python without the GIL using the free-threaded build and how to isolate parallel work with sub-interpreters.

Finally, you will learn how to profile, benchmark, and ship a production-grade, free-threaded service. When you are finished with this course, you will have the skills and knowledge of modern Python concurrency needed to scale CPU-bound workloads safely in production, moving from diagnosing the GIL to shipping a robust production concurrency architecture.

What you’ll learn

  • Explore why threads do not scale today and how async IO and CPU-bound work fit together in a hybrid design.
  • Discover how to run Python without the GIL using the free-threaded build.
  • Learn how to isolate parallel work with sub-interpreters.
  • Profile, benchmark, and ship a production-grade, free-threaded service.
  • Scale CPU-bound workloads safely in production using modern Python concurrency knowledge.

Who this course is for

  • Python developers looking to scale CPU-bound applications.
  • Software engineers interested in modern Python concurrency features like free-threading and sub-interpreters.
  • Advanced programmers aiming to diagnose GIL bottlenecks and ship production concurrency architectures.

Specificatoin of Mastering Python Concurrency: Free-threading and Sub-interpreters

  • Publisher : Pluralsight
  • Teacher : Mateo Prigl
  • Language : English
  • Level : All Levels
  • Number of Course :
  • Duration : 1 hours and 54 minutes

Content of Mastering Python Concurrency: Free-threading and Sub-interpreters

Mastering Python Concurrency_ Free-threading and Sub-interpreters

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Mastering Python Concurrency_ Free-threading and Sub-interpreters

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Subtitle : English

Quality: 720p

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