Speed Up Your Python with Rust - Optimize Python performance by creating Python pip modules in Rust with PyO3

Maxwell Flitton

Sinossi

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 you'll 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. You'll 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, you'll get to grips with advanced Rust binding topics such as inspecting Python objects and modules in Rust.
By the end of this Rust book, you'll be able to develop safe and high-performant applications with better concurrency support.

Disponibile da: 21/01/2022.

Lunghezza di stampa: 384 pagine.

Scienze e tecnologia

Altri libri che potrebbero interessarti

Machine Learning - Unraveling...

Chuck Sherman

"Machine Learning: Unraveling the Algorithms of Intelligence” In this captivating exploration, you'll traverse the ever-expanding realm of artificial intelligence and machine learning, guided by a comprehensive and insightful narrative. 
From its origins in the visionary minds of early computer scientists to its current status as a driving force behind technological innovation, machine learning's evolution is vividly brought to life. Delve into the heart of supervised learning algorithms, where linear regression, logistic regression, decision trees, support vector machines, and neural networks form the bedrock of predictive analytics. 
Venturing deeper, the book unravels the mysteries of unsupervised learning, illuminating clustering techniques, dimensionality reduction, and the crucial task of anomaly detection. With clarity and precision, it demystifies the captivating world of reinforcement learning, painting a vivid picture of agents learning to navigate and excel within complex environments. 
The journey wouldn't be complete without the profound influence of deep learning and neural networks. Traverse the landscapes of multilayer perceptrons, convolutional neural networks, recurrent neural networks, and generative adversarial networks, witnessing the power of AI to understand and create. 
Whether you're an AI enthusiast, a student diving into the world of data science, or a professional seeking to stay ahead in the AI race, this book promises to be your guiding light. With a balanced blend of theory, practical insights, and ethical considerations, it equips you to navigate the complexities of machine learning while fostering a deep appreciation for the intertwined destiny of humanity and technology."

Mostra libro

The Art of Welding - Practical...

W. A. Vause

Welding is a useful skill that is increasing in demand and the basic skills required are easy to learn! The Art of Welding is a clear and practical guide to understanding basic techniques for oxyacetylene welding, brazing, flame cutting and electric arc welding with mild steel, cast iron, stainless steel, copper, brass, and aluminum in sheet, plate, or cast form. Filled with comprehensive insight, practical exercises, scaled diagrams, tables of data, and so much more, readers will learn everything they need to know about various welding techniques – from pipe welding and resistance welding to T.I.G welding, M.I.G. welding, and so much more. Author W.A. Vause spent an impressive 40 years as a welder and as a welding instructor at Queen Elizabeth College for the Disabled.

Mostra libro

Over the Seawall - Tsunamis...

Stephen Robert Miller

In March 2011, people in a coastal Japanese city stood atop a seawall watching the approach of the tsunami that would kill them. They believed—naively—that the huge concrete barrier would save them. Instead they perished, betrayed by the very thing built to protect them. Erratic weather, blistering drought, rising seas, and ecosystem collapse now affect every inch of the globe. Increasingly, we no longer look to stop climate change, choosing instead to adapt to it. 
 
 
 
Never have so many undertaken such a widespread, hurried attempt to remake the world. Predictably, our hubris has led to unintended—and sometimes disastrous—consequences. Academics call it maladaptation; in simple terms, it's about solutions that backfire. Over the Seawall tells us the stories behind these unintended consequences and the fixes that can do more harm than good. From seawalls in coastal Japan, to the reengineered waters in the Ganges River Delta, to the artificial ribbon of water supporting both farms and urban centers in parched Arizona, Stephen Robert Miller traces the histories of engineering marvels that were once deemed too smart and too big to fail. In each he takes us into the land and culture, seeking out locals and experts to better understand how complicated, grandiose schemes led instead to failure, and to find answers to the technologic holes we've dug ourselves into.

Mostra libro

Soil Health - Building and...

Gertrude Harris

Soil structure is the physical arrangement of particles and aggregates that form the soil matrix, affecting everything from root growth to water retention and air circulation. The fundamental components of soil include sand, silt, and clay, each contributing unique properties that define the texture and function of the soil. Understanding soil structure is crucial for anyone looking to improve or maintain soil health, as it directly influences the soil’s ability to support plant life.
The size of soil particles determines its texture, which in turn affects its drainage and nutrient-holding capacity. Sand particles are the largest, with relatively little ability to retain nutrients or water, but they allow for excellent drainage. Silt particles are smaller and retain water better, though they may also become compacted more easily. Clay, the smallest of the soil particles, holds both water and nutrients but can create a dense, heavy structure that may not drain well, especially when wet.
Soil texture influences its ability to hold nutrients and support plant growth. A balanced mixture of sand, silt, and clay—known as loam—is ideal for most plants, as it combines the drainage properties of sand with the nutrient and water retention capabilities of silt and clay. Loam provides the necessary balance of aeration, moisture, and nutrient availability for healthy root systems.
The way these particles aggregate into clusters—known as soil structure—is just as important as texture. Soil aggregates, or clumps of soil particles bound together by organic matter, create small spaces for air and water to flow through. This porosity is essential for maintaining soil health. Well-aggregated soil has good permeability and

Mostra libro

The Sun Engine - The Story of...

Ylia Callan

This audiobook is narrated by an AI Voice.   
The Sun Engine is a sweeping journey through the story of light, life, and cosmic creation. From the fiery death of ancient stars to the birth of our Sun, this audiobook explores how solar energy has shaped every stage of existence—from the formation of planets to the spark of life on Earth. 
Tracing the Sun’s influence through science, history, and spirituality, the narrative reveals how solar power has fueled ecosystems, inspired myth and religion, ignited industry through fossil fuels, and now returns as a guiding force for modern renewable energy. 
Beyond its physical presence, The Sun Engine ventures into the profound connection between sunlight and human consciousness, while contemplating the Sun’s ultimate fate and its role in the eternal cycle of stars, black holes, and creation. 
A story of cosmic wonder and human destiny, The Sun Engine is both a scientific exploration and a poetic meditation on the central star that sustains us all.

Mostra libro

Calculus Made Clear: Your...

Cyrus Ledgerwood

Calculus Made Clear: Your Engaging Guide to Success 
Are you aiming to advance your career and reinforce your understanding by mastering calculus concepts for your upcoming exam?  
In search of a thorough guide that encompasses all the essential elements to help you succeed? 
Look no further! 
This guide serves as your ultimate resource to deepen your comprehension, enhance your skills, and participate in practical exercises. With it, you're fully equipped for success. 
Updated for the latest exam structure. 
Key features of this comprehensive guide: 
- Valuable insights into mastering calculus concepts for exam success 
- Clear and detailed explanations of essential calculus principles 
- Effective strategies for exam preparation and problem-solving 
Our guide stands out by offering extensive coverage, which is vital for your success. Concepts are not just lightly touched upon; they are explored thoroughly and meticulously. 
Please note that this guide operates independently and is not affiliated with any official exam entities, serving purely as a resource for your benefit. 
Crafted with a straightforward structure and clear language, our guide ensures a seamless flow between topics. Say goodbye to complex jargon and embrace content that is transparent, precise, and technically accurate. 
So, why delay? Click the BUY NOW button, secure your guide, and embark on your journey to mastering calculus concepts for exam success!

Mostra libro