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)

Structuring the project

The application that will be developed in this chapter and the following two chapters must be more structured than a simple script with the whole code in it. So, this project will be structured as a Python package, which can be installed with the setup tools. Moreover, since it relies on more dependencies besides the small code examples used in the previous chapters, using the Python setup tools helps us deal with dependencies. But before looking at the structure of the project, let's start by looking into the functional specifications of this application.

The application is a daemon that allows us to transcode audio files from MP3 to the FLAC format. FLAC is a lossless audio codec. The transcoded files are stored in a specified directory. The daemon exposes an HTTP API that allows a client to upload an audio file so that it is transcoded and stored...