High Performance Django

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High Performance Django

Peter Baumgartner,Yann Malet
High Performance Django Book PDF

Author : Peter Baumgartner,Yann Malet
Publisher : Createspace Independent Publishing Platform
Page : 0 pages
File Size : 46,9 Mb
Release : 2015-03-31
Category : Django (Electronic resource)
ISBN : 1508748128

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High Performance Django by Peter Baumgartner,Yann Malet Pdf

Getting started with Django is easy. There are tutorials and books that literally walk you through the process of getting your first site up and running. Taking that code from your laptop to the real world is like opening pandora's box. Should I use Apache, Gunicorn, uWSGI or something else? Where should I use caching to make things faster? How do I know if my database has the right indexes or if it needs more resources? Do I need a NoSQL database like MongoDB? The site runs great on my laptop. Why is it so slow in production? How many servers does my site need? How big should they be? What is the 20% effort that will solve 80% of my performance problems? If you've asked yourself any of these questions, you're like most Django developers. Heck, we were asking some of the same questions when we started working with Django 7 years ago at Lincoln Loop. Since then we've built, deployed, and maintained a lot of Django sites. Everything from realtime applications to large-scale CMSes with tons of traffic. Quite frankly, we made a lot of mistakes, but we learned a lot too. High Performance Django is the book we wish we had when we got started. It will give you a repeatable blueprint for building and deploying fast, scalable Django sites. More information and ebook formats available at https: //highperformancedjango.com.

The Temple of Django Database Performance

Andrew Michael Brookins
The Temple of Django Database Performance Book PDF

Author : Andrew Michael Brookins
Publisher : Unknown
Page : 164 pages
File Size : 51,7 Mb
Release : 2019-11-30
Category : Computers
ISBN : 1734303700

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The Temple of Django Database Performance by Andrew Michael Brookins Pdf

Improve your Django application's database performance while exploring an abandoned temple. Descend the Sacrificial Cliff of Profiling. Get lost in the Labyrinth of Indexing. Ransack the Crypt of Querying. Then get back to saving the world from unbounded queries!

High Performance Python

Micha Gorelick,Ian Ozsvald
High Performance Python Book PDF

Author : Micha Gorelick,Ian Ozsvald
Publisher : O'Reilly Media
Page : 469 pages
File Size : 51,6 Mb
Release : 2020-04-30
Category : Computers
ISBN : 9781492054993

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High Performance Python by Micha Gorelick,Ian Ozsvald Pdf

Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python’s implementation. How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more. Get a better grasp of NumPy, Cython, and profilers Learn how Python abstracts the underlying computer architecture Use profiling to find bottlenecks in CPU time and memory usage Write efficient programs by choosing appropriate data structures Speed up matrix and vector computations Use tools to compile Python down to machine code Manage multiple I/O and computational operations concurrently Convert multiprocessing code to run on local or remote clusters Deploy code faster using tools like Docker

The Definitive Guide to Django

Jacob Kaplan-Moss,Adrian Holovaty
The Definitive Guide to Django Book PDF

Author : Jacob Kaplan-Moss,Adrian Holovaty
Publisher : Apress
Page : 466 pages
File Size : 52,7 Mb
Release : 2008-03-08
Category : Computers
ISBN : 9781430203315

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The Definitive Guide to Django by Jacob Kaplan-Moss,Adrian Holovaty Pdf

Django, the Python-based Web development framework, is one of the hottest topics in Web development today. Its creator (and co-author of this book) Adrian Holovaty has built a compelling array of Web applications using Django, including http://chicagocrime.org. Django creator Adrian Holovaty and lead developer Jacob Kaplan-Moss have created this book as the definitive guide to the technology. Beginning with fundamentals such as installation and configuration, the book tackles sophisticated features of Django, such as outputting non-HTML content such as RSS feeds and PDFs, caching, and user management. Also includes a detailed reference to Django’s many configuration options and commands.

Two Scoops of Django

Audrey Roy Greenfeld,Daniel Roy Greenfeld
Two Scoops of Django Book PDF

Author : Audrey Roy Greenfeld,Daniel Roy Greenfeld
Publisher : Unknown
Page : 532 pages
File Size : 43,6 Mb
Release : 2015-05-15
Category : Electronic
ISBN : 0981467342

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Two Scoops of Django by Audrey Roy Greenfeld,Daniel Roy Greenfeld Pdf

"Two scoops of Django introduces you to various tips, tricks, patterns, code snippets, and techniques . . ."--Page 4 of cover.

High Performance Computing for Drug Discovery and Biomedicine

Alexander Heifetz
High Performance Computing for Drug Discovery and Biomedicine Book PDF

Author : Alexander Heifetz
Publisher : Springer Nature
Page : 430 pages
File Size : 50,8 Mb
Release : 2023-09-13
Category : Science
ISBN : 9781071634493

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High Performance Computing for Drug Discovery and Biomedicine by Alexander Heifetz Pdf

This volume explores the application of high-performance computing (HPC) technologies to computational drug discovery (CDD) and biomedicine. The first section collects CDD approaches that, together with HPC, can revolutionize and automate drug discovery process, such as knowledge graphs, natural language processing (NLP), Bayesian optimization, automated virtual screening platforms, alchemical free energy workflows, fragment-molecular orbitals (FMO), HPC-adapted molecular dynamic simulation (MD-HPC), and the potential of cloud computing for drug discovery. The second section delves into computational algorithms and workflows for biomedicine, featuring an HPC framework to assess drug-induced arrhythmic risk, digital patient applications relevant to the clinic, virtual human simulations, cellular and whole-body blood flow modeling for stroke treatments, prediction of the femoral bone strength from CT data, and many more subjects. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary software and tools, step-by-step and readily reproducible modeling protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, High Performance Computing for Drug Discovery and Biomedicine allows a diverse audience, including computer scientists, computational and medicinal chemists, biologists, clinicians, pharmacologists and drug designers, to navigate the complex landscape of what is currently possible and to understand the challenges and future directions of HPC-based technologies.

Lightweight Django

Julia Solórzano,Mark Lavin
Lightweight Django Book PDF

Author : Julia Solórzano,Mark Lavin
Publisher : "O'Reilly Media, Inc."
Page : 245 pages
File Size : 46,9 Mb
Release : 2014-11-03
Category : Computers
ISBN : 9781491946305

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Lightweight Django by Julia Solórzano,Mark Lavin Pdf

How can you take advantage of the Django framework to integrate complex client-side interactions and real-time features into your web applications? Through a series of rapid application development projects, this hands-on book shows experienced Django developers how to include REST APIs, WebSockets, and client-side MVC frameworks such as Backbone.js into new or existing projects. Learn how to make the most of Django’s decoupled design by choosing the components you need to build the lightweight applications you want. Once you finish this book, you’ll know how to build single-page applications that respond to interactions in real time. If you’re familiar with Python and JavaScript, you’re good to go. Learn a lightweight approach for starting a new Django project Break reusable applications into smaller services that communicate with one another Create a static, rapid prototyping site as a scaffold for websites and applications Build a REST API with django-rest-framework Learn how to use Django with the Backbone.js MVC framework Create a single-page web application on top of your REST API Integrate real-time features with WebSockets and the Tornado networking library Use the book’s code-driven examples in your own projects

Python High Performance

Gabriele Lanaro
Python High Performance Book PDF

Author : Gabriele Lanaro
Publisher : Packt Publishing Ltd
Page : 264 pages
File Size : 53,5 Mb
Release : 2017-05-24
Category : Computers
ISBN : 9781787282438

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Python High Performance by Gabriele Lanaro Pdf

Learn how to use Python to create efficient applications About This Book Identify the bottlenecks in your applications and solve them using the best profiling techniques Write efficient numerical code in NumPy, Cython, and Pandas Adapt your programs to run on multiple processors and machines with parallel programming Who This Book Is For The book is aimed at Python developers who want to improve the performance of their application. Basic knowledge of Python is expected What You Will Learn Write efficient numerical code with the NumPy and Pandas libraries Use Cython and Numba to achieve native performance Find bottlenecks in your Python code using profilers Write asynchronous code using Asyncio and RxPy Use Tensorflow and Theano for automatic parallelism in Python Set up and run distributed algorithms on a cluster using Dask and PySpark In Detail Python is a versatile language that has found applications in many industries. The clean syntax, rich standard library, and vast selection of third-party libraries make Python a wildly popular language. Python High Performance is a practical guide that shows how to leverage the power of both native and third-party Python libraries to build robust applications. The book explains how to use various profilers to find performance bottlenecks and apply the correct algorithm to fix them. The reader will learn how to effectively use NumPy and Cython to speed up numerical code. The book explains concepts of concurrent programming and how to implement robust and responsive applications using Reactive programming. Readers will learn how to write code for parallel architectures using Tensorflow and Theano, and use a cluster of computers for large-scale computations using technologies such as Dask and PySpark. By the end of the book, readers will have learned to achieve performance and scale from their Python applications. Style and approach A step-by-step practical guide filled with real-world use cases and examples

Swift High Performance

Kostiantyn Koval
Swift High Performance Book PDF

Author : Kostiantyn Koval
Publisher : Packt Publishing Ltd
Page : 212 pages
File Size : 46,5 Mb
Release : 2015-11-06
Category : Computers
ISBN : 9781785284960

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Swift High Performance by Kostiantyn Koval Pdf

Leverage Swift and enhance your code to take your applications to the next level About This Book Build solid, high performance applications in Swift Increase your efficiency by getting to grips with concurrency and parallel programming Use Swift to design performance-oriented solutions Who This Book Is For This book is aimed at experienced Swift developers wanting to optimize their programs on Apple platforms to optimize application performance. What You Will Learn Build solid, stable, and reliable applications using Swift Use REPL and Pl to manage and configure relational databases Explore Swift's features including its static type system, value objects, and functional programming Design reusable code for high performance in Swift Use to Xcode LLBD and REPL to debug commands Avoid sharing resources by using concurrency and parallel programming Understand the lazy loading pattern, lazy sequences, and lazy evolution. In Detail Swift is one of the most popular and powerful programming languages for building iOS and Mac OS applications, and continues to evolve with new features and capabilities. Swift is considered a replacement to Objective-C and has performance advantages over Objective-C and Python. Swift adopts safe programming patterns and adds modern features to make programming easier, more flexible, and more fun. Develop Swift and discover best practices that allow you to build solid applications and optimize their performance. First, a few of performance characteristics of Swift will be explained. You will implement new tools available in Swift, including Playgrounds and REPL. These will improve your code efficiency, enable you to analyse Swift code, and enhance performance. Next, the importance of building solid applications using multithreading concurrency and multi-core device architecture is covered, before moving on to best practices and techniques that you should utilize when building high performance applications, such as concurrency and lazy-loading. Finally, you will explore the underlying structure of Swift further, and learn how to disassemble and compile Swift code. Style and approach This is a comprehensive guide to enhancing Swift programming techniques and methodology to enable faster application development.

Beginning Django CMS

Nigel George
Beginning Django CMS Book PDF

Author : Nigel George
Publisher : Apress
Page : 188 pages
File Size : 49,5 Mb
Release : 2015-12-29
Category : Computers
ISBN : 9781484216699

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Beginning Django CMS by Nigel George Pdf

Build a world-class website in less than a week with Django CMS. Beginning Django CMS shows you how to simply and easily write a dynamic website with a full content management system in the backend. It is written for Internet developers who are sick and tired of dealing with complicated, bloated website frameworks that are a pain to build and a nightmare to maintain. Django CMS is an Open Source website building framework that is experiencing exponential growth because it is built on the simple, secure and scalable architecture of Django. This book takes you from knowing nothing about Django CMS, to building a functional website and content management system that you can deploy for your own website or for your customers. What You'll Learn: Install and configure Django CMS Build a dynamic website quickly and easily Author and submit content for publication Administer Django CMS Install and use custom and third-party plugins Deploy a website using Django CMS Who This Book is For: Beginning Django CMS is for programmers, in particular Python and Django programmers, wishing to build a simple, custom content management system (CMS). They do not have to be directly interested in the Django CMS application, Beginning Django CMS will be equally useful to a programmer looking to build a functioning CMS rapidly.

Mastering Django: Core

Nigel George
Mastering Django Core Book PDF

Author : Nigel George
Publisher : Packt Publishing Ltd
Page : 672 pages
File Size : 51,7 Mb
Release : 2016-12-23
Category : Computers
ISBN : 9781787286344

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Mastering Django: Core by Nigel George Pdf

Delivers absolutely everything you will ever need to know to become a master Django programmer About This Book Gain a complete understanding of Django—the most popular, Python-based web framework in the world Gain the skills to successfully designing, developing, and deploying your app This book is packaged with fully described code so you can learn the fundamentals and the advanced topics to get a complete understanding of all of Django's core functions Who This Book Is For This book assumes you have a basic understanding of the Internet and programming. Experience with Python or Django would be an advantage, but is not necessary. It is ideal for beginner to intermediate programmers looking for a fast, secure, scalable, and maintainable alternative web development platform to those based on PHP, Java, and dotNET. What You Will Learn Use Django to access user-submitted form data, validate it, and work with it Get to know advanced URLconf tips and tricks Extend Django's template system with custom code Define models and use the database API to create, retrieve, update, and delete records Fully extend and customize the default implementation as per your project's needs Test and deploy your Django application Get to know more about Django's session, cache Framework, and middleware In Detail Mastering Django: Core is a completely revised and updated version of the original Django Book, written by Adrian Holovaty and Jacob Kaplan-Moss - the creators of Django. The main goal of this book is to make you a Django expert. By reading this book, you'll learn the skills needed to develop powerful websites quickly, with code that is clean and easy to maintain. This book is also a programmer's manual that provides complete coverage of the current Long Term Support (LTS) version of Django. For developers creating applications for commercial and business critical deployments, Mastering Django: Core provides a complete, up-to-date resource for Django 1.8LTS with a stable code-base, security fixes and support out to 2018. Style and approach This comprehensive step-by-step practical guide offers a thorough understanding of all the web development concepts related to Django. In addition to explaining the features of Django, this book provides real-world experience on how these features fit together to build extraordinary apps.

Haskell High Performance Programming

Samuli Thomasson
Haskell High Performance Programming Book PDF

Author : Samuli Thomasson
Publisher : Packt Publishing Ltd
Page : 409 pages
File Size : 55,6 Mb
Release : 2016-09-26
Category : Computers
ISBN : 9781786466914

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Haskell High Performance Programming by Samuli Thomasson Pdf

Boost the performance of your Haskell applications using optimization, concurrency, and parallel programming About This Book Explore the benefits of lazy evaluation, compiler features, and tools and libraries designed for high performance Write fast programs at extremely high levels of abstraction Work through practical examples that will help you address the challenges of writing efficient code Who This Book Is For To get the most out of this book, you need to have a working knowledge of reading and writing basic Haskell. No knowledge of performance, optimization, or concurrency is required. What You Will Learn Program idiomatic Haskell that's also surprisingly efficient Improve performance of your code with data parallelism, inlining, and strictness annotations Profile your programs to identify space leaks and missed opportunities for optimization Find out how to choose the most efficient data and control structures Optimize the Glasgow Haskell Compiler and runtime system for specific programs See how to smoothly drop to lower abstractions wherever necessary Execute programming for the GPU with Accelerate Implement programming to easily scale to the cloud with Cloud Haskell In Detail Haskell, with its power to optimize the code and its high performance, is a natural candidate for high performance programming. It is especially well suited to stacking abstractions high with a relatively low performance cost. This book addresses the challenges of writing efficient code with lazy evaluation and techniques often used to optimize the performance of Haskell programs. We open with an in-depth look at the evaluation of Haskell expressions and discuss optimization and benchmarking. You will learn to use parallelism and we'll explore the concept of streaming. We'll demonstrate the benefits of running multithreaded and concurrent applications. Next we'll guide you through various profiling tools that will help you identify performance issues in your program. We'll end our journey by looking at GPGPU, Cloud and Functional Reactive Programming in Haskell. At the very end there is a catalogue of robust library recommendations with code samples. By the end of the book, you will be able to boost the performance of any app and prepare it to stand up to real-world punishment. Style and approach This easy-to-follow guide teaches new practices and techniques to optimize your code, and then moves towards more advanced ways to effectively write efficient Haskell code. Small and simple practical examples will help you test the concepts yourself, and you will be able to easily adapt them for any application.

Julia High Performance

Avik Sengupta
Julia High Performance Book PDF

Author : Avik Sengupta
Publisher : Packt Publishing Ltd
Page : 132 pages
File Size : 52,5 Mb
Release : 2016-04-26
Category : Computers
ISBN : 9781785887826

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Julia High Performance by Avik Sengupta Pdf

Design and develop high performing programs with Julia About This Book Learn to code high reliability and high performance programs Stand out from the crowd by developing code that runs faster than your peers' codes This book is intended for developers who are interested in high performance technical programming. Who This Book Is For This book is for beginner and intermediate Julia programmers who are interested in high performance technical computing. You will have a basic familiarity with Julia syntax, and have written some small programs in the language. What You Will Learn Discover the secrets behind Julia's speed Get a sense of the possibilities and limitations of Julia's performance Analyze the performance of Julia programs Measure the time and memory taken by Julia programs Create fast machine code using Julia's type information Define and call functions without compromising Julia's performance Understand number types in Julia Use Julia arrays to write high performance code Get an overview of Julia's distributed computing capabilities In Detail Julia is a high performance, high-level dynamic language designed to address the requirements of high-level numerical and scientific computing. Julia brings solutions to the complexities faced by developers while developing elegant and high performing code. Julia High Performance will take you on a journey to understand the performance characteristics of your Julia programs, and enables you to utilize the promise of near C levels of performance in Julia. You will learn to analyze and measure the performance of Julia code, understand how to avoid bottlenecks, and design your program for the highest possible performance. In this book, you will also see how Julia uses type information to achieve its performance goals, and how to use multuple dispatch to help the compiler to emit high performance machine code. Numbers and their arrays are obviously the key structures in scientific computing – you will see how Julia's design makes them fast. The last chapter will give you a taste of Julia's distributed computing capabilities. Style and approach This is a hands-on manual that will give you good explanations about the important concepts related to Julia programming.

Django Project Blueprints

Asad Jibran Ahmed
Django Project Blueprints Book PDF

Author : Asad Jibran Ahmed
Publisher : Packt Publishing Ltd
Page : 264 pages
File Size : 42,6 Mb
Release : 2016-05-27
Category : Computers
ISBN : 9781783985432

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Django Project Blueprints by Asad Jibran Ahmed Pdf

Develop stunning web application projects with the Django framework About This Book Build six exciting projects and use them as a blueprint for your own work Extend Django's built-in models and forms to add common functionalities into your project, without reinventing the wheel Gain insights into the inner workings of Django to better leverage it Who This Book Is For If you are a Django web developer able to build basic web applications with the framework, then this book is for you. This book will help you gain a deeper understanding of the Django web framework by guiding you through the development of seven amazing web applications. What You Will Learn Create a blogging platform and allow users to share posts on different blogs Prioritise user-submitted content with an intelligent ranking algorithm based on multiple factors Create REST APIs to allow non-browser based usage of your web apps Customize the Django admin to quickly create a full-featured and rich content management system Use Elasticsearch with Django to create blazing fast e-commerce websites Translate your Django applications into multiple languages Dive deep into Django forms and how they work internally In Detail Django is a high-level web framework that eases the creation of complex, database-driven websites. It emphasizes on the reusability and pluggability of components, rapid development, and the principle of don't repeat yourself. It lets you build high-performing, elegant web applications quickly. There are several Django tutorials available online, which take as many shortcuts as possible, but leave you wondering how you can adapt them to your own needs. This guide takes the opposite approach by demonstrating how to work around common problems and client requests, without skipping the important details. If you have built a few Django projects and are on the lookout for a guide to get you past the basics and to solve modern development tasks, this is your book. Seven unique projects will take you through the development process from scratch, leaving no stone unturned. In the first two projects, you will learn everything from adding ranking and voting capabilities to your App to building a multiuser blog platform with a unique twist. The third project tackles APIs with Django and walks us through building a Nagios-inspired infrastructure monitoring system. And that is just the start! The other projects deal with customizing the Django admin to create a CMS for your clients, translating your web applications to multiple languages, and using the Elasticsearch search server with Django to create a high performing e-commerce web site. The seventh chapter includes a surprise usage of Django, and we dive deep into the internals of Django to create something exciting! When you're done, you'll have consistent patterns and techniques that you can build on for many projects to come. Style and approach This easy-to-follow guide is full of examples that will take you through building six very different web applications with Django. The code is broken down into manageable bites and then thoroughly explained.

Django 2 Web Development Cookbook

Jake Kronika,Aidas Bendoraitis
Django 2 Web Development Cookbook Book PDF

Author : Jake Kronika,Aidas Bendoraitis
Publisher : Packt Publishing Ltd
Page : 544 pages
File Size : 43,5 Mb
Release : 2018-10-31
Category : Computers
ISBN : 9781788838085

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Django 2 Web Development Cookbook by Jake Kronika,Aidas Bendoraitis Pdf

Django is a framework designed to balance rapid web development with high performance. It handles high levels of user traffic and interaction, integrates with a variety of databases, and collects and processes data in real time. This book follows a task-based approach to guide you through developing with the Django 2.1 framework, starting with ...