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

Running tests selectively

Detecting and running all the defined tests in a project is good to verify that everything is working. But most of the development work done while dealing with tests benefits from executing only a subset of all tests.

When adding new code or new tests, it is crucial to iterate quickly through a specific part of the tests and code to narrow your focus.

In this recipe, we will see how to run a subset of available tests with pytest and what parameters to use in different scenarios.

Getting ready

We will use the pytest module among others. We should install the modules by adding them to our requirements.txt file as follows:

$ echo "pytest==5.4.1" >> requirements.txt
$ echo "requests==2.23.0" >> requirements.txt
$ echo "responses==0.10.12" >> requirements.txt
$ echo "freezegun==0.3.15" >> requirements.txt
$ pip install -r requirements.txt

We will use the test files introduced...