Book Image

Python Automation Cookbook - Second Edition

By : Jaime Buelta
Book Image

Python Automation Cookbook - Second Edition

By: Jaime Buelta

Overview of this book

In this updated and extended version of Python Automation Cookbook, each chapter now comprises the newest recipes and is revised to align with Python 3.8 and higher. The book includes three new chapters that focus on using Python for test automation, machine learning projects, and for working with messy data. This edition will enable you to develop a sharp understanding of the fundamentals required to automate business processes through real-world tasks, such as developing your first web scraping application, analyzing information to generate spreadsheet reports with graphs, and communicating with automatically generated emails. Once you grasp the basics, you will acquire the practical knowledge to create stunning graphs and charts using Matplotlib, generate rich graphics with relevant information, automate marketing campaigns, build machine learning projects, and execute debugging techniques. By the end of this book, you will be proficient in identifying monotonous tasks and resolving process inefficiencies to produce superior and reliable systems.
Table of Contents (16 chapters)
14
Other Books You May Enjoy
15
Index

Testing using HTTP call mocking

Working with mocks is a common operation when testing. Some dependencies are typically mocked in most tests.

One common dependency to be mocked is external HTTP calls. Performing these calls while running tests is costly, slow, and can produce unreliable results if the network connection fails.

Though external calls can be mocked through the library mock in the Python standard library, as shown in the previous recipe, Testing using dependency mocking, there are specific testing modules that allow you to simulate HTTP calls and responses. Also, there are specific libraries that mock other specific libraries. This produces easier and better mocks, as they are adapted to the behavior of the mock.

We have previously used the fantastic requests library (introduced in the Installing third-party packages recipe from Chapter 1, Let's Begin Our Automation Journey, but also used throughout the book). We will look at how to mock this library specifically...