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The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. See less
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  • Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices

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Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices Paperback – Illustrated, 20 Mar. 2020

by Harry Percival (Author), Bob Gregory (Author)
4.6 out of 5 stars (510)
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As Python continues to grow in popularity, projects are becoming larger and more complex. Many Python developers are taking an interest in high-level software design patterns such as hexagonal/clean architecture, event-driven architecture, and the strategic patterns prescribed by domain-driven design (DDD). But translating those patterns into Python isn't always straightforward.

With this hands-on guide, Harry Percival and Bob Gregory from MADE.com introduce proven architectural design patterns to help Python developers manage application complexity-and get the most value out of their test suites.

Each pattern is illustrated with concrete examples in beautiful, idiomatic Python, avoiding some of the verbosity of Java and C# syntax. Patterns include:
  • Dependency inversion and its links to ports and adapters (hexagonal/clean architecture)
  • Domain-driven design's distinction between Entities, Value Objects, and Aggregates
  • Repository and Unit of Work patterns for persistent storage
  • Events, commands, and the message bus
  • Command-query responsibility segregation (CQRS)
  • Event-driven architecture and reactive microservices
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  1. Print length
    304 pages
  2. Language
    English
  3. Publisher
    O′Reilly
  4. Publication date
    20 Mar. 2020
  5. Dimensions
    17.53 x 2.03 x 23.11 cm
  6. ISBN-10
    1492052205
  7. ISBN-13
    978-1492052203
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About the Author

After an idyllic childhood spent playing with BASIC on French 8-bit computers like the Thomson T-07 whose keys go "boop" when you press them, Harry Percival spent a few years being deeply unhappy as a management consultant. Soon he rediscovered his true geek nature, and was lucky enough to fall in with a bunch of XP fanatics, working on the pioneering but sadly defunct Resolver One spreadsheet. He worked at PythonAnywhere LLP, spreading the gospel of TDD world-wide at talks, workshops and conferences. He is now with MADE.COM. Bob Gregory is a UK-based software architect with MADE.COM. He has been building event driven systems with domain-driven design for more than a decade.

Product details

  • Publisher ‏ : ‎ O′Reilly
  • Publication date ‏ : ‎ 20 Mar. 2020
  • Edition ‏ : ‎ Illustrated
  • Language ‏ : ‎ English
  • Print length ‏ : ‎ 304 pages
  • ISBN-10 ‏ : ‎ 1492052205
  • ISBN-13 ‏ : ‎ 978-1492052203
  • Item weight ‏ : ‎ 1.05 kg
  • Dimensions ‏ : ‎ 17.53 x 2.03 x 23.11 cm
  • Best Sellers Rank: 254,935 in Books (See Top 100 in Books)
  • Customer reviews:
    4.6 out of 5 stars (510)

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  1. Harry J.W. Percival

    Harry J.W. Percival

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    After an idyllic childhood spent playing with BASIC on French 8-bitcomputers like the Thomson T-07 whose keys go "boop" when you press them, Harry went on to study Economics and Philosophy at Cambridge University. He then spent a few years being deeply unhappy as a management consultant. Soon he rediscovered his true geek nature, and was lucky enough to fall in with a bunch of XP fanatics, working on the pioneering but sadly defunct Resolver One spreadsheet. He now works at PythonAnywhere LLP, and spreads the gospel of TDD world-wide at talks, workshops and conferences, with all the passion and enthusiasm of a recent convert.

    See more on the author's page
  2. Bob Gregory

    Bob Gregory

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Customer reviews

4.6 out of 5 stars
510 global ratings
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Cheap quality print. A new low for O'Reilly.
1 out of 5 stars
Cheap quality print. A new low for O'Reilly.
Some of the print on the cover is nasty low quality grainy print I don't expect from O'Reilly as it feels like course and cheap nasty material. Like if you'd printed your own cover. The book itself is very thin and can't possible be comprehensive being so obviously short. All this for £30. Hope the content doesn't suck as much as the initial money-grabbing first impression.
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Top reviews from United Kingdom

  • Dusty McBurns
    5.0 out of 5 stars Must-read for early in your career
    Reviewed in the United Kingdom on 17 December 2020
    Format: PaperbackVerified Purchase
    The writing style is approachable and clear and very consice - there is no waffle.

    The book introduces a moderate number of patterns without disappearing into academia. Everything is throughly grounded in the real world, and you are brought through the material in a way that is hightly relatable.

    For our own codebase, this book has the highest density of applicability to the problems that my team faces - by a long long way! Much as I like Clean Code and The Pragmatic Programmer, those books leave it to the reader to relate the learning back to their own daily problems. This book makes it so easy to see a path forward in your daily work.

    You can read this and come out with immediate and concrete actions for your codebase, and arguments you can make in favour of those actions.

    It is fairly high in code snippets, although they are all short and very comprehensible.

    This book is an absolute must if you are in a young team that is trying to build its engineering practices. You can give this book to someone who has no concept of patterns and they will get it just as easily as if they had read GoF.

    Definitely one of my top three books, and I am arguing for my team to use this book in place of writing our own coding guidelines.

    I think that the book goes a little further than I'd like in the jokey over-approachable "hey look we're nerds here" style, but it isn't enough to annoy. That's literally the only thing I can think to change. It's essentially perfect.

    Bob, Harry, thank you, you have helped us.
    5 people found this helpful
    Helpful
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  • John Chandler
    5.0 out of 5 stars Together at last: DDD and Python
    Reviewed in the United Kingdom on 21 September 2020
    Format: PaperbackVerified Purchase
    I've had an interest in Domain Driven Design ever since picking up the Evans book over a decade ago. A fascinating read, but could've been half the size. Since then, there have been other DDD books, all fine texts in their own way, but let down by also being larger than they should be and making the assumption you're using a verbose, statically typed language like Java or C# (presumably to appear "enterprisey").

    There's been a definite need for something covering DDD from the perspective of dynamic languages. From my own experience of 23 years as a professional developer, dynamic languages are just as good at writing large software, and arguably the better choice for writing code that is clearer, cleaner, and closer to the domain. Well, this book successfully fills the gap: distilling the key points of DDD in a concise, pragmatic way that's accessible to Python developers.

    I'm hard-pressed to think of other Python books that tackle large-scale software development and architectural design, so even if you're not too fussed about DDD, it's still a worthy read to broaden your "enterprise" Python skills.

    Given the lack of DDD coverage for dynamic languages, this might also be of use to non-Pythonistas, although you'll need some familiarity with the language. Trust me, it's not too difficult to pick it up if you come from languages like Ruby or JavaScript.

    If I have just one grumble, and I haven't docked points for this because it's not the fault of the authors, but O'Reilly books are very expensive these days at full price (I've been buying O'Reilly books for almost 30 years). Fortunately, I managed to grab a copy here at a much more reasonable price - I hope I haven't cost the authors some royalties!
    9 people found this helpful
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  • Joachim O.
    5.0 out of 5 stars Very practical and very good introduction into how to build microservices
    Reviewed in the United Kingdom on 9 July 2023
    Format: Kindle EditionVerified Purchase
    The book does a good job in introducing many concepts and show how they could be implemented in a simplified version of a business application which spans from the beginning to the end with iterative improvements along the way. Concepts like dependency injection, “unit of work” and aggregates to name just a few. Along the way, there is always a focus on how to test your code which is often neglected and mentioned only theoretically in other books.

    Event driven architecture covers the message bus as well as events and commands. It does not cover the difficulties that come along with events like how to handle errors, lost messages, replay ability. These difficulties are only mentioned in the appendix with some references to other sources. The text focuses more on the benefits that such an architecture can bring to your application.
    Overall, I think this book is very useful if you are new to the design of microservices and learn some tricks in Python along the way.
    Helpful
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  • Toby
    5.0 out of 5 stars Every python developer should own a copy
    Reviewed in the United Kingdom on 16 April 2020
    Format: PaperbackVerified Purchase
    I've been a professional developer in various languages over the last two decades and there has always been a gap in programming books at the point where you've learnt all the syntax and APIs but then need to know how to actually put a big system together properly. There are books about design patterns and about XP and Agile but I have always been missing that book or two that says "This is how to put together a real system with real code in the real world."

    This book is one of the few out there that fulfil that purpose and the only one I know of using Python. You can use it by your side as you're working and contemplating architecture decisions - this isn't a hand-wavy book that you read on holiday.

    The authors work for an international furniture company and use examples from their work which are real but also comprehensible - you can understand that they want to improve delivery times and follow their thinking as they do it.

    I recommend this book to anyone who has some experience with Python and wants to build robust and maintainable systems and wants to spend less time wondering how to organise their thinking.

    Personally, I'm making the switch to Python from decades of PHP and this has been a great help in learning more architecture (that is usable in any language) and learning how to do things well in Python.
    18 people found this helpful
    Helpful
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Top reviews from other countries

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  • IG
    5.0 out of 5 stars Buena introducción a arquitectura de sw
    Reviewed in Mexico on 18 September 2023
    Format: PaperbackVerified Purchase
    El libro da una buena introducción a patrones de arquitectura de sw y TDD. No ahonda en los conceptos pero si buscas un entendimiento y uso general de patrones de arquitectura y buenas prácticas este libro es para ti.
    Report
  • Ankush Chander
    5.0 out of 5 stars A much awaited resource in python community.
    Reviewed in India on 25 April 2020
    Format: Kindle EditionVerified Purchase
    A must-read especially for people like myself who often find themselves struggling in software composition despite having gained some basic fluency with the programming language itself.
    The lessons taught in the book transcends the programming language and are applicable in general.
    Authors explain the architecture patterns with a sample project and as the book proceeds, you get to know the necessity and trade offs required by a developer to manage complexity.
    A must-have book in the shelf of every programmer who writes software in python.
    Report
  • Nicodemus
    5.0 out of 5 stars Um dos livros mais úteis e práticos que já li sobre padrões de arquitetura em Python
    Reviewed in Brazil on 3 July 2020
    Format: PaperbackVerified Purchase
    Recomendo esse livro fortemente para todos que buscam exemplos práticos de uma aplicação real em Python: mostra vários padrões e soluções arquiteturais para aplicações Web, os autores vão mostrando desde demain modelling até técnicas de microservices, sempre construindo o mesmo aplicativo, mostrando as soluções mais básicas, problemas que vão encontrando e como vão resolvendo. O livro é bem "down to earth" e nao tem medo de usar bibliotecas externas e que todos usam, entao os exemplos usam Flask, Redis, SQLAlchemy, pytest, etc. E os caras são bem honestos, final de cada capitúlo tem os prós e contras das técnicas que eles apresentaram, pra deixar claro que não existe silver-bullet ou uma solução que serve pra todos.

    Muito muito bom mesmo, acho que ó o livro mais prático de arquitetura que já li.
    Report
  • Harvey
    5.0 out of 5 stars Helps me to learn difficult concepts by actually doing rather than theorizing
    Reviewed in Canada on 31 August 2022
    Format: PaperbackVerified Purchase
    The whole book has a great Xtreme Programming vibe, where I'm sitting down next to the authors , and they are explaining every choice of refactoring and navigating the changes introduced into the system. Why/How things are introduced, why patterns are being put in, taken out, etc.. the tradeoffs, how we shouldn't always apply what is being applied in the current chapter... Each chapter elegantly flows into the next, and has a 'light' narrative of different events happening to the company, and you as the programming team, have to adjust and redesign the system to accommodate.

    I am a person who can read the entire Vaugn Vernon Red book on DDD, but at the end, not really take away anything 'concrete' in my head. This book is the antidote as it goes through a concrete example of explaining how the real life company 'made.com' operates (Authors work there and ask new colleagues to read this book to get up to date on the codebases' patterns).
    Report
  • Valbou
    5.0 out of 5 stars Indispensable au développeur Python mais applicable à tout langage
    Reviewed in France on 11 December 2025
    Format: PaperbackVerified Purchase
    Livre indispensable à tout bon développeur Python, les principes évoques sont la base de la programmation efficace.
    Ce livre est également disponible gratuitement en ligne sous le nom cosmic Python, en achetant cette version brochée vous soutenez l'auteur.
    Report
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