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)

Observable cycles

From now on, all principles needed to write asynchronous reactive code in a functional way should be clear: reactive programming, asynchronous programming, and functional programming. Before combining all these concepts, there is one last thing to look at—one issue that any real code will face: observable cycles.

The observable cycle issue

What is the observable cycle issue? The observable cycle issue is a natural consequence of flow-based programming. Flow-based programming, as well as ReactiveX programs, consist of defining a directed graph of streams/observables. There are no constraints on the structure of this graph. So, the final code may consist of either a directed acyclic graph or a directed...