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Python Automation Cookbook

Python Automation Cookbook - Third Edition

By : Jaime Buelta
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Python Automation Cookbook

Python Automation Cookbook

By: Jaime Buelta

Overview of this book

Automating repetitive tasks and integrating systems efficiently becomes increasingly complex as workflows scale. This book helps you solve that problem with practical Python recipes that guide you from foundational automation to advanced, AI-powered workflows. You start by building a strong base in Python automation, exploring tested solutions for file handling, web scraping, APIs, testing, and system operations, and learning how to design reliable automation workflows. The cookbook approach enables you to quickly apply solutions to real problems while building a deeper understanding through hands-on practice. This third edition expands the scope of automation by introducing AI-powered capabilities. You learn how to call AI models within your scripts, use and implement the Model Context Protocol (MCP) for system integration, and design intelligent agents that automate decision-making processes. New chapters provide real-world examples of AI agents in business automation, helping you move beyond scripts to adaptive systems. This book combines practical knowledge with modern techniques to ensure you stay current with evolving automation practices. By the end of this book, you will be able to design, build, and extend Python automation workflows, including AI-driven solutions, to handle complex real-world tasks with confidence.
Table of Contents (20 chapters)
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18
Other Books You May Enjoy
19
Index

Creating personalized coupon codes

This recipe handles step 2 of the campaign, generating the individual codes to send to potential customers.

After an opportunity has been detected, we decide to generate a campaign for all customers. To direct promotions and avoid duplication we will generate 1 million unique coupons, divided into three batches:

  • Half of the coupon codes will be printed and distributed in a marketing action
  • 300,000 codes will be reserved to be used later if the campaign hits particular goals
  • The remaining 200,000 will be directed to customers through SMS and email

These coupons can be redeemed in the online system. Our task will be to generate the proper codes, which should meet the following requirements:

  • The codes need to be unique.
  • The codes need to be printable and easy to read, as some customers will be dictating them over the phone.
  • There should be a quick way to discard fake codes. This will avoid attacks with random codes that could overload the system.
  • The...
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Python Automation Cookbook
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