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Mastering Concurrency in Python - Create faster programs using concurrency, asynchronous, multithreading, and parallel programming (Paperback)
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Mastering Concurrency in Python - Create faster programs using concurrency, asynchronous, multithreading, and parallel programming (Paperback)
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Immerse yourself in the world of Python concurrency and tackle the
most complex concurrent programming problems Key Features Explore
the core syntaxes, language features and modern patterns of
concurrency in Python Understand how to use concurrency to keep
data consistent and applications responsive Utilize application
scaffolding to design highly-scalable programs Book
DescriptionPython is one of the most popular programming languages,
with numerous libraries and frameworks that facilitate
high-performance computing. Concurrency and parallelism in Python
are essential when it comes to multiprocessing and multithreading;
they behave differently, but their common aim is to reduce the
execution time. This book serves as a comprehensive introduction to
various advanced concepts in concurrent engineering and
programming. Mastering Concurrency in Python starts by introducing
the concepts and principles in concurrency, right from Amdahl's Law
to multithreading programming, followed by elucidating
multiprocessing programming, web scraping, and asynchronous I/O,
together with common problems that engineers and programmers face
in concurrent programming. Next, the book covers a number of
advanced concepts in Python concurrency and how they interact with
the Python ecosystem, including the Global Interpreter Lock (GIL).
Finally, you'll learn how to solve real-world concurrency problems
through examples. By the end of the book, you will have gained
extensive theoretical knowledge of concurrency and the ways in
which concurrency is supported by the Python language What you will
learn Explore the concepts of concurrency in programming Explore
the core syntax and features that enable concurrency in Python
Understand the correct way to implement concurrency Abstract
methods to keep the data consistent in your program Analyze
problems commonly faced in concurrent programming Use application
scaffolding to design highly-scalable programs Who this book is
forThis book is for developers who wish to build high-performance
applications and learn about signle-core, multicore programming or
distributed concurrency. Some experience with Python programming
language is assumed.
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