Maxwell Flitton - Speed Up Your Python with Rust: Optimize Python performance by creating Python pip modules in Rust with PyO3
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- Book:Speed Up Your Python with Rust: Optimize Python performance by creating Python pip modules in Rust with PyO3
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Discover how to inject your code with highly performant Rust features to develop fast and memory-safe applications
Key Features- Learn to implement Rust in a Python system without altering the entire system
- Write safe and efficient Rust code as a Python developer by understanding the essential features of Rust
- Build Python extensions in Rust by using Python NumPy modules in your Rust code
Python has made software development easier, but it falls short in several areas including memory management that lead to poor performance and security. Rust, on the other hand, provides memory safety without using a garbage collector, which means that with its low memory footprint, you can build high-performant and secure apps relatively easily. However, rewriting everything in Rust can be expensive and risky as there might not be package support in Rust for the problem being solved. This is where Python bindings and pip come in.
This book will help you, as a Python developer, to start using Rust in your Python projects without having to manage a separate Rust server or application. Seeing as youll already understand concepts like functions and loops, this book covers the quirks of Rust such as memory management to code Rust in a productive and structured manner. Youll explore the PyO3 crate to fuse Rust code with Python, learn how to package your fused Rust code in a pip package, and then deploy a Python Flask application in Docker that uses a private Rust pip module. Finally, youll get to grips with advanced Rust binding topics such as inspecting Python objects and modules in Rust.
By the end of this Rust book, youll be able to develop safe and high-performant applications with better concurrency support.
What you will learn- Explore the quirks of the Rust programming language that a Python developer needs to understand to code in Rust
- Understand the trade-offs for multiprocessing and thread safety to write concurrent code
- Build and manage a software project with cargo and crates
- Fuse Rust code with Python so that Python can import and run Rust code
- Deploy a Python Flask application in Docker that utilizes a private Rust pip module
- Inspect and create your own Python objects in Rust
This book is for Python developers who want to speed up their Python code with Rust and implement Rust in a Python system without altering the entire system. Youll be able to learn about all topics relating to Rust programming. Basic knowledge of Python is required to get the most out of this book.
Table of Contents- An Introduction to Rust
- Structuring Code in Rust
- Concurrency in Rust
- Building Private pip Modules in Python
- Creating a Rust Interface for Your pip Module
- Working with Python Objects in Rust
- Using Python Modules in Rust
- Structuring an End-to-End Python Module in Rust
- Structuring a Python Flask App for Rust
- Injecting Rust into a Python Flask App
- Best Practices
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Optimize Python performance by creating Python pip modules in Rust with PyO3
Maxwell Flitton
BIRMINGHAMMUMBAI
Copyright 2021 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, 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.
Group Product Manager: Richa Tripathi
Publishing Product Manager: Richa Tripathi
Senior Editor: Nisha Cleetus
Content Development Editor: Vaishali Ramkumar
Technical Editor: Pradeep Sahu
Copy Editor: Safis Editing
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Proofreader: Safis Editing
Indexer: Manju Arasan
Production Designer: Shankar Kalbhor
First published: December 2021
Production reference: 1151221
Published by Packt Publishing Ltd.
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ISBN 978-1-80181-144-6
www.packt.com
To my wife, Melanie Zhang, who stuck with me and supported me through a busy work schedule and deadlines. Not only are you smart and caring, you have been an amazing team player.
Maxwell Flitton
Maxwell Flitton is a software engineer who works for the open source financial loss modeling foundation OasisLMF. In 2011, Maxwell achieved his Bachelor of Science degree in nursing from the University of Lincoln, UK. While working 12-hour shifts in the A&E departments of hospitals, Maxwell obtained another degree in physics from the Open University in the UK and then moved on to another milestone, with a postgraduate diploma in physics and engineering in medicine from UCL in London. He's worked on numerous projects such as medical simulation software for the German government and supervising computational medicine students at Imperial College London. He also has experience in financial tech and Monolith AI.
Many thanks to the Rust community for developing an amazing language with a friendly community that's willing to push boundaries. I'm also grateful to the team at Monolith AI, where Saravanan Sathyanandha and Richard Ahlfeld empowered me to grow as an engineer. This has been carried further by the OasisLMF team where Ben Hayes, Stephane Struzik, Sam Gamble, and Hassan Chagani have been supportive and enabled me to grow.
Mrio Idival is a Brazilian and a lover of technologies aimed at software development, mainly focused on programming languages. He acts as a technical manager and software engineer in his spare time. He started his journey as a software developer in 2011 learning only with instructional material from the internet, starting with learning C, and soon after switched to Python, which allowed him to achieve his first job after 6 months of studies.
Today, with 10 years of experience, he has delivered software in several areas including loans, tourism and travel, artificial intelligence, electronic data interchange, process automation, and cryptocurrency. He is currently focused on learning and spreading knowledge of the Rust language. He also supports the Rust community in the Rust By Example project.
Boyd Johnson has been working in software since 2015. As part of a team at Bitwise IO, along with partners at Intel, he worked to develop Hyperledger Sawtooth, an open source blockchain, in Python and Rust. Boyd worked, in particular, on the FFI layer between Python and Rust, as well as transaction processing components. You can read more of Boyd's writing at boydjohnson.dev.
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