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)

Error management

The audio transcode server is now feature-complete. But unfortunately, it is not very robust for a server that should be able to run for months without issues. This can be seen easily if, instead of an MP3 file, a WAV or FLAC file is provided, or if the S3 server is not started when a transcode request occurs. In these cases, an error is raised, and the server stops.

Chapter 4, Exploring Observables and Observers, explained several ways to handle errors. The time has come to see how to apply them in a real application. There are two main ways to handle errors in RxPY—with the on_error handler, or with dedicated operators. The error handler is already used in all custom observables and this allows you to propagate the errors. However, there are several kinds of error that should be handled gracefully. Typically, if an audio-encoding error occurs, then an...