Book Image

Python Microservices Development

Book Image

Python Microservices Development

Overview of this book

We often deploy our web applications into the cloud, and our code needs to interact with many third-party services. An efficient way to build applications to do this is through microservices architecture. But, in practice, it's hard to get this right due to the complexity of all the pieces interacting with each other. This book will teach you how to overcome these issues and craft applications that are built as small standard units, using all the proven best practices and avoiding the usual traps. It's a practical book: you’ll build everything using Python 3 and its amazing tooling ecosystem. You will understand the principles of TDD and apply them. You will use Flask, Tox, and other tools to build your services using best practices. You will learn how to secure connections between services, and how to script Nginx using Lua to build web application firewall features such as rate limiting. You will also familiarize yourself with Docker’s role in microservices, and use Docker containers, CoreOS, and Amazon Web Services to deploy your services. This book will take you on a journey, ending with the creation of a complete Python application based on microservices. By the end of the book, you will be well versed with the fundamentals of building, designing, testing, and deploying your Python microservices.
Table of Contents (20 chapters)
Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
Introduction

Testing


As we learned in Chapter 3, ;Coding, Testing and Documenting - the Virtuous Cycle, the biggest challenge when writing functional tests for a service that calls other services is to isolate all network calls.

In this section, we'll see how we can mock synchronous calls made with Requests, and asynchronous calls for Celery workers and other asynchronous processes.

Mocking synchronous calls

If you are using Requests to perform all the calls--or you are using a library that is based on Requests and that does not customize it too much, this isolation work is easier to do, thanks to the transport adapters we saw earlier in this chapter.

The requests-mock project (https://requests-mock.readthedocs.io) implements an adapter that will let you mock network calls in your tests.

Earlier in this chapter, we saw an example of a Flask app that was an HTTP endpoint to serve some content on its /api endpoint.

That application used a Request session that was created by a setup_connector() function and retrieved...