Overview

Unlock the full potential of your CPU with the new era of Python parallelismWith the release of Python 3.13 and with the experimental removal of the Global Interpreter Lock (GIL), the most popular language in the world now has support for free threads. Python Free-Threading offers a roadmap to this paradigm shift. The book goes through some theory, but mainly the practice of parallel programming with multi-core Python threads. What You Will Learn Fundamentals: Concurrency, Parallelism, Processes, Threads, Speedup, Amdahl's Law. Parallel Patterns: MapReduce, Message Passing, Producer-Consumer, and Actors. Thread Safety: Learn to avoid the pitfalls of race conditions. Case Studies: See free-threading in action with a number of samples and how they perform. WhoDesigned for intermediate to advanced Python developers who want to learn more about the practice of parallel programming.

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