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

Reading an email

In this recipe, we'll see how to read emails from an account. We'll use the IMAP4 standard, which is the most commonly used standard for reading emails.

Once read, the email can be processed and analyzed automatically to generate actions such as smart automated responses, forwarding the email to a different target, aggregating the results for monitoring, and so on. The options are unlimited!

Getting ready

For this recipe, we'll need an email account with a service provider. There are small differences based on the provider you use, but we'll use a Gmail account, as it is very common and free to access.

Due to Gmail's security, we'll need to create a specific app password to use to send an email. Follow the instructions here: https://support.google.com/accounts/answer/185833. This will generate a password for the purpose of this recipe. Remember to create it for mail. You can delete the password afterward to remove it.

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