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Practical Python Programming for IoT
Practical Python Programming for IoT

Practical Python Programming for IoT: Build advanced IoT projects using a Raspberry Pi 4, MQTT, RESTful APIs, WebSockets, and Python 3

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Practical Python Programming for IoT

Setting Up your Development Environment

An important yet often overlooked aspect of Python programming is how to correctly set up and maintain a Python project and its runtime environment. It is often overlooked because it presents as an optional step for the Python ecosystem. And while this might be fine for learning Python language fundamentals, it can quickly become a problem for more complex projects where we need to maintain separate code bases and dependencies to ensure our projects do not interfere with one another, or worse as we will discuss, break operating system tools and utilities.

So, before we jump into IoT code and examples in later chapters, it is so very important for us to cover the steps required to set up a Python project and its run time environment.

In this chapter, we will cover the following topics:

  • Understanding your Python installation
  • Setting up a Python virtual environment
  • Installing Python GPIO packages with pip
  • Alternative methods of executing a Python script
  • Raspberry Pi GPIO interface configuration

Technical requirements

To perform the hands-0n exercises in this chapter, you will need the following:

  • Raspberry Pi 4 Model B
  • Raspbian OS Buster (with desktop and recommended software)
  • Minimum Python version 3.5

These requirements are what the code examples in this book are based on. It's reasonable to expect that the code examples should work without modification on a Raspberry Pi 3 Model B or a different version of Raspbian OS as long as your Python version is 3.5 or higher.

The full source code for this book can be found on GitHub at the following URL: https://github.com/PacktPublishing/Practical-Python-Programming-for-IoT. We will clone this repository shortly when we come to the Setting up a Python virtual environment section.

Understanding your Python installation

In this section, we will find out which versions of Python you have installed on your Raspberry Pi. As we will discover, there are two versions of Python that come pre-installed on Raspbian OS. Unix-based operating systems (such as Raspbian OS) typically have Python version 2 and 3 pre-installed because there are operating-system-level utilities built with Python.

To find out which versions of Python you have on your Raspberry Pi, follow these steps:

  1. Open a new Terminal and execute the python --version command:

$ python --version
Python 2.7.16

In my example, we see that Python version 2.7.16 has been installed.

  1. Next, run the python3 --version command:

$ python3 --version
Python 3.7.3

In my example, we see that the second version of Python (that is, python3, with the 3) that is installed is version 3.7.3.

Don't worry if the minor versions (the numbers .7.16 after the 2 and .7.3 after 3) are not the same; it is the major versions 2 and 3 that are of interest. Python 2 is a legacy version of Python, while Python 3 is the current and supported version of Python at the time of writing. When we are starting a new Python development, we will practically always use Python 3 unless there are legacy issues we need to contend with.

Python 2 officially became end-of-life in January 2020. It is no longer maintained and will not receive any further enhancements, bug fixes, or security patches.

If you are an experienced Python programmer, you may be able to discern whether a script is written for Python 2 or 3, but it's not always obvious by simply looking at a piece of code. Many new-to-Python developers experience frustrations by mixing up Python programs and code fragments that are meant for different Python versions. Always remember that code written for Python 2 is not guaranteed to be upward-comparable with Python 3 without modification.

A quick tip I can share to visually help to determine which Python version a code fragment is written for (if the programmer has not made it clear in the code comments) is to look for a print statement.

If you look at the following example, you will see that there are two print statements. The first print statement without the parentheses is a give-away that it will only work with Python 2:

print "Hello"  # No parentheses - This only works in Python 2, a dead give-away that this script is for Python 2.

print("Hello") # With parentheses - this will work in Python 2 and Python 3

Of course, you can always run the code against both Python 2 and 3 and see what happens.

We have now seen that there are two Python versions available by default on Raspbian OS, and made mention that there are system-level utilities that are written in Python that reply on these versions. As Python developers, we must take care not to disrupt the global Python installations as this can potentially break system-level utilities.

We will now turn our attention to a very important Python concept, the Python virtual environment, which is the way we isolate or sandbox our own Python projects from the global installation.

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Key benefits

  • Learn the fundamentals of electronics and how to integrate them with a Raspberry Pi
  • Bring your projects to life through real-world scenarios, from motion detection to smart lighting
  • Exercises designed to suit hobbyists, engineers, and educators alike

Description

The age of connected devices is here, be it fitness bands or smart homes. It's now more important than ever to understand how hardware components interact with the internet to collect and analyze user data. The Internet of Things (IoT), combined with the popular open source language Python, can be used to build powerful and intelligent IoT systems with intuitive interfaces. This book consists of three parts, with the first focusing on the "Internet" component of IoT. You'll get to grips with end-to-end IoT app development to control an LED over the internet, before learning how to build RESTful APIs, WebSocket APIs, and MQTT services in Python. The second part delves into the fundamentals behind electronics and GPIO interfacing. As you progress to the last part, you'll focus on the "Things" aspect of IoT, where you will learn how to connect and control a range of electronic sensors and actuators using Python. You'll also explore a variety of topics, such as motor control, ultrasonic sensors, and temperature measurement. Finally, you'll get up to speed with advanced IoT programming techniques in Python, integrate with IoT visualization and automation platforms, and build a comprehensive IoT project. By the end of this book, you'll be well-versed with IoT development and have the knowledge you need to build sophisticated IoT systems using Python.

Who is this book for?

Whether you're a developer, IoT professional, or a Python enthusiast curious about hardware, this book is for you. It's also helpful for software engineers with little to no experience in electronics who want to start building real-world IoT and home automation projects. Makers, educators, and tinkerers will find it a practical and approachable guide. With clear explanations and hands-on projects, it makes bringing your code to life enjoyable and achievable.

What you will learn

  • Understand electronic interfacing with Raspberry Pi from scratch
  • Gain knowledge of building sensor and actuator electronic circuits
  • Structure your code in Python using Async IO, pub/sub models, and more
  • Automate real-world IoT projects using sensor and actuator integration
  • Integrate electronics with ThingSpeak and IFTTT to enable automation
  • Build and use RESTful APIs, WebSockets, and MQTT with sensors and actuators
  • Set up a Raspberry Pi and Python development environment for IoT projects
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Last updated date : Jun 04, 2025
Publication date : Nov 12, 2020
Length: 516 pages
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Language : English
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Table of Contents

19 Chapters
Section 1: Programming with Python and the Raspberry Pi Chevron down icon Chevron up icon
Setting Up your Development Environment Chevron down icon Chevron up icon
Getting Started with Python and IoT Chevron down icon Chevron up icon
Networking with RESTful APIs and Web Sockets Using Flask Chevron down icon Chevron up icon
Networking with MQTT, Python, and the Mosquitto MQTT Broker Chevron down icon Chevron up icon
Section 2: Practical Electronics for Interacting with the Physical World Chevron down icon Chevron up icon
Connecting Your Raspberry Pi to the Physical World Chevron down icon Chevron up icon
Electronics 101 for the Software Engineer Chevron down icon Chevron up icon
Section 3: IoT Playground - Practical Examples to Interact with the Physical World Chevron down icon Chevron up icon
Turning Things On and Off Chevron down icon Chevron up icon
Lights, Indicators, and Displaying Information Chevron down icon Chevron up icon
Measuring Temperature, Humidity, and Light Levels Chevron down icon Chevron up icon
Movement with Servos, Motors, and Steppers Chevron down icon Chevron up icon
Measuring Distance and Detecting Movement Chevron down icon Chevron up icon
Advanced IoT Programming Concepts - Threads, AsyncIO, and Event Loops Chevron down icon Chevron up icon
IoT Visualization and Automation Platforms Chevron down icon Chevron up icon
Tying It All Together - An IoT Christmas Tree Chevron down icon Chevron up icon
Assessments Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

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José Geraldo de Pontes e Souza Dec 10, 2020
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Excelente livro! Muito útil na prática de IoT
Amazon Verified review Amazon
Abayomi A. Feb 10, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
One of the things Python language does to any professionals that know it is to speedily crack security issues and that is what this book intends to do. This book is a must book for Python lover, IoT experts and software engineer. There are lots of things to learn from this book, for instance you will learn how you connect sensors and actuators to Raspberry Pi, and the reason one can accompany them with additional components such as resistors to create voltage dividers.
Amazon Verified review Amazon
jml Jan 28, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I've been programming in Python and designing electronic hardware for a long time, so I didn't expect to learn much from Practical Python Programming for IoT. Boy, was I wrong. Starting from the basics of Python programming and elementary electronic wiring (including easy-to-follow pictorial and schematic diagrams for those unfamiliar with prototyping breadboard use) the author covers all of the topics the hobbyist or beginning engineer would need to develop useful products, including message queueing, asynchronous I/O programming, web-based control, and even a solid "Electronics 101" section.There's very little to complain about; a few typos here and there but nothing that affects the overall utility of the book. The author's style is very readable and exercises are provided at the end of each chapter (if I were teaching a class in Python IOT development, I'd use this as my textbook). Even if you simply read throughPractical Python Programming for IoT rather than working through the examples physically, the author's notes and explanations make it a very worthwhile experience.
Amazon Verified review Amazon
PEP Dec 22, 2021
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Excellent book for learning Python at the lower hardware interface level. Contains a lot of experiments and thought provoking questions.
Amazon Verified review Amazon
Amazon Customer Aug 31, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Just what the doctor ordered.
Amazon Verified review Amazon
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