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Michał Jaworski - Expert Python Programming: Master Python by learning the best coding practices and advanced programming concepts, 4th Edition

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Michał Jaworski Expert Python Programming: Master Python by learning the best coding practices and advanced programming concepts, 4th Edition
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Attain a deep understanding of building, maintaining, packaging, and shipping robust Python applications

Key Features
  • Discover the new features of Python, such as dictionary merge, the zoneinfo module, and structural pattern matching
  • Create manageable code to run in various environments with different sets of dependencies
  • Implement effective Python data structures and algorithms to write, test, and optimize code
Book Description

This new edition of Expert Python Programming provides you with a thorough understanding of the process of building and maintaining Python apps. Complete with best practices, useful tools, and standards implemented by professional Python developers, this fourth edition has been extensively updated. Become familiar with the latest Python improvements, syntax elements, and interesting tools to boost your development efficiency.

The initial few chapters will allow experienced programmers coming from different languages to transition to the Python ecosystem. You will explore common software design patterns and various programming methodologies, such as event-driven programming, concurrency, and metaprogramming. You will also go through complex code examples and try to solve meaningful problems by bridging Python with C and C++, writing extensions that benefit from the strengths of multiple languages. Finally, you will understand the complete lifetime of any application after it goes live, including packaging and testing automation.

By the end of this book, you will have gained actionable Python programming insights that will help you effectively solve challenging problems.

What you will learn
  • Explore modern ways of setting up repeatable and consistent Python development environments
  • Effectively package Python code for community and production use
  • Learn modern syntax elements of Python programming, such as f-strings, enums, and lambda functions
  • Demystify metaprogramming in Python with metaclasses
  • Write concurrent code in Python
  • Extend and integrate Python with code written in C and C++
Who this book is for

The Python programming book is intended for expert programmers who want to learn Pythons advanced-level concepts and latest features.

Anyone who has basic Python skills should be able to follow the content of the book, although it might require some additional effort from less experienced programmers. It should also be a good introduction to Python 3.9 for those who are still a bit behind and continue to use other older versions.

Table of Contents
  1. Section 1: Knowing your tools - Current Status of Python
  2. Modern Python Development Environments
  3. New Things in Python
  4. Python in Comparison with Other Languages
  5. Section 2: Building applications with Python - Interfaces, Patterns and Modularity
  6. Concurrency
  7. Event-Driven Programming
  8. Elements of Metaprogramming
  9. Bridging Python with C and C++
  10. Section 3: Maintaining Python Applications - Testing and Quality Automation
  11. Packaging and Distributing Python Code
  12. Observing Application Behavior and Performance
  13. Code Optimization

Michał Jaworski: author's other books


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Expert Python Programming Fourth Edition Master Python by learning the best - photo 1

Expert Python Programming

Fourth Edition

Master Python by learning the best coding practices and advanced programming concepts

Micha Jaworski

Tarek Ziad

BIRMINGHAMMUMBAI Expert Python Programming Fourth Edition Copyright 2021 Packt - photo 2

BIRMINGHAMMUMBAI

Expert Python Programming

Fourth Edition

Copyright 2021 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Producer: Shailesh Jain

Acquisition Editor Peer Reviews: Saby D'silva

Project Editor: Rianna Rodrigues

Content Development Editor: Edward Doxey

Copy Editor: Safis Editor

Technical Editor: Aditya Sawant

Proofreader: Safis Editor

Indexer: Pratik Shirodkar

Presentation Designer: Pranit Padwal

First published: September 2008

Second edition: May 2016

Third edition: April 2019

Fourth edition: May 2021

Production reference: 1260521

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham

B3 2PB, UK.

ISBN 978-1-80107-110-9

www.packt.com

Contributors
About the authors

Micha Jaworski has more than 10 years of professional experience in writing software using various programming languages. Micha has spent most of his career writing high-performance and distributed backend services for web applications. He has served in various roles at multiple companies: from an ordinary software engineer to lead software architect. His beloved language of choice has always been Python.

I want to thank my wife for giving me constant support. Oliwia, you're the only person who knew from the very beginning that I was lying to myself when I said that this will be a light project that won't take much of my (our) time. I don't know why, but you encouraged me to do it anyway.

Tarek Ziad is a software engineer, located in Burgundy, France. He works at Elastic, building tools for developers. Before Elastic, he worked at Mozilla for 10 years, and he founded a French Python User group, called AFPy. Tarek has also written several articles about Python for various magazines, and a few books in French and English.

I would like to thank Freya, Suki, Milo, and Amina for being so supportive of all my book projects.

About the reviewer

Tal Einat has been developing software for nearly 20 years, of which Python has always been a major element. He's been a core developer of the Python language since 2010. Tal holds a B.Sc. in Math & Physics from Tel Aviv University. He likes hiking, computer games, philosophical sci-fi, and spending time with his family.

For the past eight years, Tal has been developing educational technology, first at Compedia where he built a group developing VR and AR education apps, and later at the startup FullProof of which he was a co-founder.

Tal currently works at Rhino Health, a startup working to the enable development and use of medical AI models with patient data from across the globe while preserving patient privacy.

I dedicate my part of the work on this book to my grandfather Jacob "Yanek" Friedman who passed away recently you live on in our thoughts, making us strong and putting a smile on our faces. I'd like to thank my wife, children, brother, parents and extended family, for being ever supportive and filling my life with so much joy.

Preface

Python rocks!

From the earliest version in the late 1980s to the current 3.9 version, Python has evolved with the same philosophy: providing a multi-paradigm programming language with readability and productivity in mind.

Initially, people used to see Python as yet another scripting language. Many of them didn't believe it could be used to build large and complex systems. But over the years, and thanks to some pioneer companies, it became obvious that Python could be used to build almost any kind of a software.

Although writing Python code is easy, making it readable, reusable, and easy to maintain is challenging. You can achieve those qualities only through good software artistry and technique, which you will build gradually by constantly learning and gaining experience.

This book was written to express many years of professional experience in building all kinds of applications with Python, from small system scripts done in a couple of hours to very large applications written by dozens of developers over several years.

This book is divided into three parts:

  1. Knowing your tools: Chapters 1 to 4 focus on basic elements of Python programmer's toolbelt. From productivity tools, through modern environments, to the newest syntax elements introduced in the latest Python releases. It also offers a safe landing zone for programmers who have experience with other programming languages and are just starting to learn more advanced Python.
  2. Building applications with Python: Chapters 5 to 9 are all about design patterns, programming paradigms, and metaprogramming techniques. We will try to build some small but useful programs and will be often taking a deeper look into application architecture. We will also go a bit beyond Python and see how we can integrate code written using other programming languages.
  3. Maintaining Python applications: Chapters 10 to 13 will be discussing all the things that usually happen after the application "goes live". We will showcase tools and techniques that help to keep applications easily maintainable and show how to approach common problems with packaging, deployment, monitoring, and performance optimization.
Who this book is for

The Python programming book is intended for expert programmers who want to learn about Python's advanced-level concepts and latest features.

This book is written for Python developers who wish to go further in mastering Python. And by developers, I mean mostly professional programmers who write Python software for a living. This is because it focuses mostly on tools and practices that are crucial for creating performant, reliable, and maintainable software in Python.

However, this does not mean that hobbyists won't find anything interesting. This book is great for anyone who is interested in learning advanced-level concepts with Python. Anyone who has basic Python skills should be able to follow the content of the book, although it might require some additional effort from less experienced programmers. It should also be a good introduction to the newest releases of Python for those who are still a bit behind and continue to use older versions of Python.

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