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)

Monitoring file changes

Monitoring files is a process often needed in applications. The most demanding applications for such a feature are media indexers. They need to know when some multimedia files have changed, appeared, or disappeared so that they re-index them and update their associated metadata. Another usual use case is simply monitoring a configuration file so that changes can be applied dynamically instead of requiring a restart of the application.

There are two ways to monitor files changes: either by directly polling for modifications in the file, or via the operating system providing some APIs to be notified when files are updated. The first solution has the advantage of being more portable. A solution that works on any system simply consists of reading the contents of the file regularly, and checking for any changes in it. Clearly this is a waste of resources because...