Book Image

Expert Python Programming - Fourth Edition

By : Michał Jaworski, Tarek Ziadé
Book Image

Expert Python Programming - Fourth Edition

By: Michał Jaworski, Tarek Ziadé

Overview of this book

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. Throughout this book, you’ll get acquainted 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.
Table of Contents (16 chapters)
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Functional programming

One of the great things about programming in Python is that you are never constrained to a single way of thinking about your programs. There are always various ways to solve a given problem, and sometimes the best one requires an approach that is slightly different from the one that would be the most obvious. Sometimes, this approach requires the use of declarative programming. Fortunately, Python, with its rich syntax and large standard library, offers features of functional programming, and functional programming is one of the main paradigms of declarative programming.

Functional programming is a paradigm where the program flow is achieved mainly through the evaluation of (mathematical) functions rather than through a series of steps that change the state of the program. Purely functional programs avoid the changing of state (side effects) and the use of mutable data structures.

One of the best ways to better understand the general concept of functional...