Book Image

Hands-On Reactive Programming with Python

By : Romain Picard
Book Image

Hands-On Reactive Programming with Python

By: Romain Picard

Overview of this book

Reactive programming is central to many concurrent systems, but it’s famous for its steep learning curve, which makes most developers feel like they're hitting a wall. With this book, you will get to grips with reactive programming by steadily exploring various concepts This hands-on guide gets you started with Reactive Programming (RP) in Python. You will learn abouta the principles and benefits of using RP, which can be leveraged to build powerful concurrent applications. As you progress through the chapters, you will be introduced to the paradigm of Functional and Reactive Programming (FaRP), observables and observers, and concurrency and parallelism. The book will then take you through the implementation of an audio transcoding server and introduce you to a library that helps in the writing of FaRP code. You will understand how to use third-party services and dynamically reconfigure an application. By the end of the book, you will also have learned how to deploy and scale your applications with Docker and Traefik and explore the significant potential behind the reactive streams concept, and you'll have got to grips with a comprehensive set of best practices.
Table of Contents (16 chapters)

Chapter 3

What is a pure function?

A pure function is a function whose output depends only on its input parameters. A pure function has a deterministic behavior. This means that if it is called several times with the same values as input, then it will returns the same results. This deterministic behavior is called referential transparency in functional programming.

What is a higher-order function?

A higher-order function is a function that takes a function as an input parameter, and/or returns a function as an output. Higher-order functions are very useful for implementing abstractions or generic behaviors.

Why should side-effects be as small as possible?

Side-effects are parts of code that are not deterministic. This implies that this code is more difficult to test than pure code. So, making the footprint of side-effects as small as possible makes the whole application easier...