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- Chapter 9: Mastering Tuples, the Immutable Containers for Reliable Network Data
Chapter 9: Mastering Tuples, the Immutable Containers for Reliable Network Data
Learn how Python tuples bring structure, safety, and clarity to your network automation scripts

Welcome back to another edition of Packets & Python, where we translate Python fundamentals into real-world automation patterns that every network engineer can relate to.
In this lesson, we're focusing on a crucial but often underestimated data type: the tuple.
Tuples in Python are just like lists, except for one key difference: they can't be changed once created. And that single trait makes them perfect for many critical network engineering use cases where immutability equals safety.
Think about all the data in your daily work that shouldn’t be modified once defined:
An (IP, port) pair representing a service binding
Device coordinates in a DC map
Role assignments like ("core", "distribution", "access")
ASN and site ID groupings
Return values from a function gathering interface statistics
That’s all tuple territory.
In this post, you’ll learn:
What tuples are and how they behave
How to define, access, and nest them
Why they matter in network automation
How they’re used to safely represent static, structured information
How to write a complete script using tuples to model a real-world network inventory dataset, validate data, and generate structured outputs
We’ll even build up to a smart exercise that challenges you to bring together several ideas into a real automation workflow, all while keeping it simple, clean, and beginner-friendly.
As always: run the code, edit it, break it, and make it yours. This series is about turning concepts into capabilities you’ll actually use in your day-to-day work.
Let’s get started.

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