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)

Transforming observables

The following operators allow us to make some transformations on the items emitted on source observables. Some of them have already been covered in the previous chapters. They are the following:

Operator Description Chapter
map Maps each item to another value 1
flat_map Maps each item to an observable and flattens all emitted items in a single observable 6

The buffer operator

The buffer operator groups items emitted on the source observable based on different types of window selectors. These selectors can be defined via another observable, an item count, or time information. The following figure shows the marble diagram of the buffer operator:

Figure 9.1: The buffer operator

This operator...