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Buelta - Hands-On Docker for Microservices with Python

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A step-by-step guide to building microservices using Python and Docker, along with managing and orchestrating them with Kubernetes Key Features Learn to use Docker containers to create, operate, and deploy your microservices Create workflows to manage independent deployments on coordinating services using CI and GitOps through GitHub, Travis CI, and Flux Develop a REST microservice in Python using the Flask framework and Postgres database Book Description Microservices architecture helps create complex systems with multiple, interconnected services that can be maintained by independent teams working in parallel. This book guides you on how to develop these complex systems with the help of containers. Youll start by learning to design an efficient strategy for migrating a legacy monolithic system to microservices. Youll build a RESTful microservice with Python and learn how to encapsulate the code for the services into a container using Docker. While developing the services, youll understand how to use tools such as GitHub and Travis CI to ensure continuous delivery (CD) and continuous integration (CI). As the systems become complex and grow in size, youll be introduced to Kubernetes and explore how to orchestrate a system of containers while managing multiple services. Next, youll configure Kubernetes clusters for production-ready environments and secure them for reliable deployments. In the concluding chapters, youll learn how to detect and debug critical problems with the help of logs and metrics. Finally, youll discover a variety of strategies for working with multiple teams dealing with different microservices for effective collaboration. By the end of this book, youll be able to build production-grade microservices as well as orchestrate a complex system of services using containers. What you will learn Discover how to design, test, and operate scalable microservices Coordinate and deploy different services using Kubernetes Use Docker to construct scalable and manageable applications with microservices Understand how to monitor a complete system to ensure early detection of problems Become well versed with migrating from an existing monolithic system to a microservice one Use load balancing to ensure seamless operation between the old monolith and the new service Who this book is for This book is for developers, engineers, or software architects who are trying to move away from traditional approaches for building complex multi-ser...

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Hands-On Docker for Microservices with Python Design deploy and operate a - photo 1
Hands-On Docker for Microservices with Python
Design, deploy, and operate a complex system with multiple microservices using Docker and Kubernetes
Jaime Buelta

BIRMINGHAM - MUMBAI Hands-On Docker for Microservices with Python Copyright - photo 2

BIRMINGHAM - MUMBAI
Hands-On Docker for Microservices with Python

Copyright 2019 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author(s), nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Richa Tripathi
Acquisition Editor: Shriram Shekhar
Content Development Editor: Ruvika Rao
Senior Editor: Afshaan Khan
Technical Editor: Romy Dias
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First published: November 2019

Production reference: 1211119

Published by Packt Publishing Ltd.
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ISBN 978-1-83882-381-8

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To my wife, Jordana, for loving me more than I deserve.
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Contributors
About the author

Jaime Buelta has been a professional programmer since 2002 and a full-time Python developer since 2010. He has developed software for a variety of fields, focusing, in the last 10 years, on developing web services in Python in the gaming and finance industries. He has seen first hand the revolution of containerization for backend services over the years and has seen how they can improve the development process. He published his first book, Python Automation Cookbook, in 2018. He is a strong proponent of automating everything to make computers do most of the heavy lifting so that users can focus on the important stuff. He is currently living in Dublin, Ireland, and is a regular speaker at PyCon Ireland.

This book could not have happened without the encouragement and support of my wonderful wife, Jordana. I also want to thank the team at Packt, especially Manjusha and Ruvika, the editors, who have been a huge help throughout the process. Also, a great thanks to Sean for his great suggestions and for improving the book. Finally, I'd like to thank the whole Python community. I can't overstate what a joy it is to work as a developer in the Python world.
About the reviewer

Sean O'Donnell is a software architect with 19 years of industry experience. He specializes in web applications and systems architecture. Sean has worked on everything from parking meters to Triple A (AAA) games. He is a particular fan of the Python language, ecosystem, and community, and is the founder of Python Ireland. In his spare time, he collects and restores vintage and antique hand tools. Sean lives and works in Dublin, Ireland, with his wonderful fianc and their three awesome children.

I'd like to thank Aine, Ada, Astrid, and Cian, who put up with me ignoring them while working on this book!
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Preface

The evolution of software means that systems are getting bigger and more complex, making some of the traditional techniques for dealing with them ineffective. The microservice architecture has gained traction in recent years as an effective technique for dealing with complex web services and allowing more people to work on the same system without interfering with one another. In a nutshell, it creates small web services where each one solves a specific problem, and they all coordinate together through well-defined APIs.

In this book, we will explain in detail the microservice architecture and how to successfully run it, enabling you to understand the architecture at a technical level as well as understand the implications of the architecture for teams and their workloads .

For the technical aspects, we will use well-tailored tools, including the following:

  • Python, to implement RESTful web services
  • Git source control, to track the changes in an implementation, and GitHub, to share those changes
  • Docker containers, to standardize the operation of each of the microservices
  • Kubernetes, to coordinate the execution of multiple services
  • Cloud services, such as Travis CI or AWS, to leverage existing commercial solutions to problems

We will also cover practices and techniques for working effectively in a microservice-oriented environment, the most prominent being the following:

  • Continuous integration, to ensure that services are of a high quality and ready to be deployed
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