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 13

Explain why side-effects must be as small as possible (in terms of code size).

In principle, side-effects should contain only the part of code that is a side-effect. However, when using existing libraries, the side-effect part often contains additional logic. This means that more code has to be tested, probably by using mocks. Since testing side-effects is more difficult than testing pure code, they should be stripped to the bare minimum.

What is the advantage of a protocol implemented without I/O?

A protocol implemented without I/O can be implemented only as pure code. As a consequence, such an implementation can be tested more easily and it can be reused on top of transport layers other than the original one intended.

What is the purpose of splitting logging and monitoring from features?

A feature, logging things that happen when providing this feature, and monitoring...