Sign-In
Cart
Python at Scale: Architecting for Speed: Beyond Simple Fixes: A Guide to Building Truly Performant, Data-Intensive Systems
Paperback
Currently unavailable to order
Please enter your email and a message will be sent to you when this product becomes available on our website.
ISBN13: 9798273157453
Publisher: Independently Published
Published: Nov 5 2025
Pages: 230
Weight: 0.82
Height: 0.48 Width: 6.69 Depth: 9.61
Language: English
Publisher: Independently Published
Published: Nov 5 2025
Pages: 230
Weight: 0.82
Height: 0.48 Width: 6.69 Depth: 9.61
Language: English
Let's be honest: your Python application is slow.
You've already done the simple fixes. You've added a database index, optimized a loop, and maybe even pip install-ed a new library that promised magic. And yet, your P99 latency is climbing, your pandas script just OOM-killed another server, and your users are starting to notice.
You've already done the simple fixes. You've added a database index, optimized a loop, and maybe even pip install-ed a new library that promised magic. And yet, your P99 latency is climbing, your pandas script just OOM-killed another server, and your users are starting to notice.
Here's the hard truth: your problem isn't your code; it's your architecture.
Python at Scale: Architecting for Speed is not another book of clever hacks. It's a hands-on guide to thinking like a systems architect, for Python developers who have hit the performance wall. We're going beyond simple fixes to build truly performant, data-intensive systems that are fast by design.
In this book, we'll stop tweaking and start re-architecting. You will learn to:
Python at Scale: Architecting for Speed is not another book of clever hacks. It's a hands-on guide to thinking like a systems architect, for Python developers who have hit the performance wall. We're going beyond simple fixes to build truly performant, data-intensive systems that are fast by design.
In this book, we'll stop tweaking and start re-architecting. You will learn to:
- Identify the Real Villain: Stop guessing. Learn to use the right profiler (cProfile, Py-Spy, Scalene) to find your actual bottleneck-whether it's I/O wait, CPU (the GIL), or memory.
- Conquer Concurrency: Go beyond a simple await. Master the asyncio event loop, understand its blocking traps, and learn to build systems that can actually handle thousands of concurrent requests.
- Shatter the GIL: Stop fighting the Global Interpreter Lock. Learn to identify CPU-bound problems and use multiprocessing to shatter the one-core barrier and use your hardware's full power.
- Build an Impenetrable Data Layer: Your database is the bottleneck. Learn to protect it with advanced caching (Redis), denormalization, and the bulletproof Outbox Pattern to decouple your writes.
- Decouple Everything: Your app shouldn't do things right now. Learn to use message queues like RabbitMQ and Kafka to build resilient, asynchronous, and blazing-fast services.
- Kill Your pandas Script (Before It Kills Your Server): That in-memory script is a time bomb. We'll show you how to move to out-of-core, parallel tools like Dask and Polars to process 500GB of data as easily as 5MB.
- Achieve True Observability: Learn to deploy and monitor with confidence. We'll cover everything from Docker and Kubernetes to the metrics that actually matter (hint: it's not average latency).
Also in
Programming
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Castéran, Pierre
Bertot, Yves
Hardcover
$194.60
Seven Databases in Seven Weeks: A Guide to Modern Databases and the Nosql Movement
Wilson, Jim
Perkins, Luc
Redmond, Eric
Paperback
$63.29
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Collector's Edition
Piggyback
Hardcover
$42.74
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
$44.99
Crisis Engineering: Time-Tested Tools for Turning Chaos Into Clarity
Weaver, Matthew
Dickerson, Mikey
Nitze, Marina
Paperback
$18.99
Vibe Coding: Building Production-Grade Software with Genai, Chat, Agents, and Beyond
Kim, Gene
Yegge, Steve
Paperback
$30.40
Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations
Forsgren Phd, Nicole
Humble, Jez
Kim, Gene
Paperback
$20.89
The Legend of Zelda(tm) Tears of the Kingdom - The Complete Official Guide: Standard Edition
Piggyback
Paperback
$28.49
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
$86.88
Fundamentals of Software Architecture: A Modern Engineering Approach
Ford, Neal
Richards, Mark
Paperback
$75.99
I Have an App Idea: The Essential Guide to Building an App Without Tech Skills
Spann, Amanda
Paperback
$17.05
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
$21.84
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Fournier, Camille
Paperback
$37.99
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
$33.24
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Kim, Gene
Humble, Jez
Debois, Patrick
Paperback
$36.10
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
$75.99
Cracking the Coding Interview: 189 Programming Questions and Solutions
McDowell, Gayle Laakmann
Paperback
From $24.99
The Developer's Guide to AI: A Field Guide for the Working Developer
Reghunadh, Jerry M.
Thompson, Danny
Orshalick, Jacob
Paperback
$56.99
The New AI Cold War: Liberty vs. Tyranny in the Age of Machine Empires
Maginnis, Ltc Robert L.
Paperback
$31.83
Learning Web Design: A Beginner's Guide to Html, Css, Javascript, and Web Images
Robbins, Jennifer
Paperback
$75.99
The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change
Reilly, Tanya
Paperback
$43.69
Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures
Richards, Mark
Sadalage, Pramod
Ford, Neal
Paperback
$75.99
The Official Raspberry Pi Handbook 2026: Astounding Projects with Raspberry Pi Computers
Makers of Raspberry Pi Official Magazine, The
Paperback
$23.74
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
$37.99
SQL QuickStart Guide: The Simplified Beginner's Guide to Managing, Analyzing, and Manipulating Data With SQL
Shields, Walter
Hardcover
$33.24
The Pragmatic Programmer: Your Journey to Mastery, 20th Anniversary Edition
Thomas, David
Hunt, Andrew
Hardcover
$54.99
Generative AI Design Patterns: Solutions to Common Challenges When Building Genai Agents and Applications
Lakshmanan, Valliappa
Hapke, Hannes
Paperback
$75.99
Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software
Freeman, Eric
Robson, Elisabeth
Paperback
$75.99
Frictionless: 7 Steps to Remove Barriers, Unlock Value, and Outpace Your Competition in the AI Era
Noda, Abi
Forsgren, Nicole
Paperback
$33.74
Forecasting: Principles and Practice, the Pythonic Way
Hyndman, Rob J.
Athanasopoulos, George
Paperback
$76.00
The Return on AI: From Promise to Profit in the Age of Intelligent Business
Sawhney, Mohanbir
Mittal, Ashwin
Paperback
$18.69
Observability Engineering: Achieving Production Excellence
Majors, Charity
Fong-Jones, Liz
Miranda, George
Paperback
$66.49
Arduino Programming for Beginners: A Comprehensive Beginner's Guide to Learn the Realms of Arduino Programming from A-Z
Protosmith, Ada
Paperback
$18.99
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
$42.74
Grokking Algorithms, Second Edition: An Illustrated Guide for Programmers and Other Curious People
Bhargava, Aditya Y.
Paperback
$62.49
Concrete Mathematics: A Foundation for Computer Science
Graham, Ronald
Patashnik, Oren
Knuth, Donald
Hardcover
$107.99
Debugging: The 9 Indispensable Rules for Finding Even the Most Elusive Software and Hardware Problems
Agans, David J.
Paperback
$18.99
Learning Generative AI Tools for Excel: Speed Up Your Everyday Tasks with Microsoft Excel, Copilot, Chatgpt, and Beyond
Duca, Angelica Lo
Paperback
$56.99
Learning Domain-Driven Design: Aligning Software Architecture and Business Strategy
Khononov, Vlad
Paperback
$62.69
This Is Service Design Doing: Applying Service Design Thinking in the Real World
Stickdorn, Marc
Lawrence, Adam
Hormess, Markus Edgar
Paperback
$47.49
Computer Science from Scratch: Building Interpreters, Art, Emulators and ML in Python
Kopec, David
Paperback
$47.49
The Software Architect Elevator: Redefining the Architect's Role in the Digital Enterprise
Hohpe, Gregor
Paperback
$62.69
Python Programming for Young Coders: A Hands-On, Project-Based Introduction to Coding for Beginners, Kids, and Teens
Pandey, Anand
Paperback
$20.57
Software Engineering at Google: Lessons Learned from Programming Over Time
Winters, Titus
Manshreck, Tom
Wright, Hyrum
Paperback
$62.69
Prompt Engineering for Llms: The Art and Science of Building Large Language Model-Based Applications
Berryman, John
Ziegler, Albert
Paperback
$75.99
Learning Php, MySQL & JavaScript: A Step-By-Step Guide to Creating Dynamic Websites
Nixon, Robin
Paperback
$56.99
Pro C# 10 with .Net 6: Foundational Principles and Practices in Programming
Japikse, Phil
Troelsen, Andrew
Paperback
$56.99
Living a Jewish Life, Revised and Updated: Jewish Traditions, Customs, and Values for Today's Families
Diamant, Anita
Cooper, Howard
Paperback
$21.84
Articulating Design Decisions: Communicate with Stakeholders, Keep Your Sanity, and Deliver the Best User Experience
Greever, Tom
Paperback
From $17.99
Adobe Photoshop, 2nd Edition: A Complete Course and Compendium of Features
Laskevitch, Stephen
Paperback
$52.20
Kubernetes in Action, Second Edition: Deploying and Managing Containers and Cloud-Native Applications
Luksa, Marko
Conner, Kevin
Paperback
$87.49
Spies, Lies, and Algorithms: The History and Future of American Intelligence
Zegart, Amy B.
Paperback
$21.80
Site Reliability Engineering: How Google Runs Production Systems
Beyer, Betsy
Murphy, Niall Richard
Jones, Chris
Paperback
$56.99
Ruined by Design: How Designers Destroyed the World, and What We Can Do to Fix It
Monteiro, Mike
Paperback
$23.74