Learning Concurrency in Python
Idioma: inglés
Editorial: Packt Publishing Limited, GB, 2017
- Tapa blanda
- Nuevo
Librería: Rarewaves.com UK, London, Reino UnidoRarewaves.com UK
Vendedor de IberLibro desde 11 de junio de 2025
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EUR 59,37
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Practically and deeply understand concurrency in Python to write efficient programsAbout This Book. Build highly efficient, robust, and concurrent applications. Work through practical examples that will help you address the challenges of writing concurrent code. Improve the overall speed of execution in multiprocessor and multicore systems and keep them highly availableWho This Book Is ForThis book is for Python developers who would like to get started with concurrent programming. Readers are expected to have a working knowledge of the Python language, as this book will build on these fundamentals concepts.What You Will Learn. Explore the concept of threading and multiprocessing in Python. Understand concurrency with threads. Manage exceptions in child threads. Handle the hardest part in a concurrent system - shared resources. Build concurrent systems with Communicating Sequential Processes (CSP). Maintain all concurrent systems and master them. Apply reactive programming to build concurrent systems. Use GPU to solve specific problemsIn DetailPython is a very high level, general purpose language that is utilized heavily in fields such as data science and research, as well as being one of the top choices for general purpose programming for programmers around the world. It features a wide number of powerful, high and low-level libraries and frameworks that complement its delightful syntax and enable Python programmers to create.This book introduces some of the most popular libraries and frameworks and goes in-depth into how you can leverage these libraries for your own high-concurrent, highly-performant Python programs. We'll cover the fundamental concepts of concurrency needed to be able to write your own concurrent and parallel software systems in Python.The book will guide you down the path to mastering Python concurrency, giving you all the necessary hardware and theoretical knowledge. We'll cover concepts such as debugging and exception handling as well as some of the most popular libraries and frameworks that allow you to create event-driven and reactive systems.By the end of the book, you'll have learned the techniques to write incredibly efficient concurrent systems that follow best practices.Style and approachThis easy-to-follow guide teaches you new practices and techniques to optimize your code, and then moves toward more advanced ways to effectively write efficient Python code. Small and simple practical examples will help you test the concepts yourself, and you will be able to easily adapt them for any application.…
N° de ref. del artículo LU-9781787285378
- Título
- Learning Concurrency in Python
- Autor
- Elliot Forbes
- Editorial
- Packt Publishing Limited, GB
- Año de publicación
- 2017
- Estado
- New
- Encuadernación
- Paperback
- Idioma
- inglés
- ISBN 10
- 1787285375
- ISBN 13
- 9781787285378
Key Features
- Build highly efficient, robust, and concurrent applications
- Work through practical examples that will help you address the challenges of writing concurrent code
- Improve the overall speed of execution in multiprocessor and multicore systems and keep them highly available
Book Description
Python is a very high level, general purpose language that is utilized heavily in fields such as data science and research, as well as being one of the top choices for general purpose programming for programmers around the world. It features a wide number of powerful, high and low-level libraries and frameworks that complement its delightful syntax and enable Python programmers to create.
This book introduces some of the most popular libraries and frameworks and goes in-depth into how you can leverage these libraries for your own high-concurrent, highly-performant Python programs. We'll cover the fundamental concepts of concurrency needed to be able to write your own concurrent and parallel software systems in Python.
The book will guide you down the path to mastering Python concurrency, giving you all the necessary hardware and theoretical knowledge. We'll cover concepts such as debugging and exception handling as well as some of the most popular libraries and frameworks that allow you to create event-driven and reactive systems.
By the end of the book, you'll have learned the techniques to write incredibly efficient concurrent systems that follow best practices.
What you will learn
- Explore the concept of threading and multiprocessing in Python
- Understand concurrency with threads
- Manage exceptions in child threads
- Handle the hardest part in a concurrent system — shared resources
- Build concurrent systems with Communicating Sequential Processes (CSP)
- Maintain all concurrent systems and master them
- Apply reactive programming to build concurrent systems
- Use GPU to solve specific problems
About the Author
Elliot Forbes has worked as a full-time software engineer at a leading financial firm for the last two years. He graduated from the University of Strathclyde in Scotland in the spring of 2015 and worked as a freelancer developing web solutions while studying there.
He has worked on numerous different technologies such as GoLang and NodeJS and plain old Java, and he has spent years working on concurrent enterprise systems. It is with this experience that he was able to write this book.
Elliot has even worked at Barclays Investment Bank for a summer internship in London and has maintained a couple of software development websites for the last three years.
Table of Contents
- Speed It Up!
- How About Parallel It?
- Life of Thread
- Synchronization Between Threads
- Communication Between Threads
- Debug and Benchmark Threads
- Executors and Pools
- Multiprocessing
- Event-driven Programming
- Reactive Programming
- Using GPU
- Choosing a Solution
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Rarewaves.com UK
London, Reino Unido
Vendedor de IberLibro desde 11 de junio de 2025
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