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 5

Why is using a blocking function a problem in an asynchronous application?

When a blocking function is called, the event loop is also blocked. This means that during the whole execution of the blocking function, no other action can occur in the application. Blocking calls are often I/O-based operations that can be very long (up to several seconds sometimes). If the application is stalled for such a long period, at best the user experience is degraded, and at worst some important messages will have been lost.

Why is using a CPU-intensive task a problem in an asynchronous application?

Using a CPU-bound task leads to the same issue as using a blocking call: the event loop is blocked for a long time, and it is just a matter of time before this breaks the functioning of the application.

What is the aim of a scheduler?

A scheduler is one of the ReactiveX components that allows...