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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

Plotting a chart with plotly

While matplotlib is a well-known module to plot graphs in Python, it's not the only option. In this recipe, we will see an example using plotly.

While matplotlib is mostly aimed at static images and has been very popular in academic environments, plotly is more oriented towards interactive, web-based graphs. matplotlib is also very big and allows for many different options.

Getting ready

We can install plotly, kaleido and pandas in our environment using the following commands:

$ echo "plotly==6.5.2" >> requirements.txt
$ echo "kaleido==1.2.0" >> requirements.txt
$ echo "pandas==3.0.0" >> requirements.txt
$ uv pip install -r requirements.txt

In Chapter 7 we mentioned that the recently released version of pandas 3 has some differences with respect to previous versions. Check there for more info.

How to do it...

  1. Import plotly and pandas:
    >>> import plotly.express as px
    >>> import pandas...
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Python Automation Cookbook
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