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Author: Yehonathan Sharvit Publisher: Simon and Schuster ISBN: 1617298573 Category : Computers Languages : en Pages : 422
Book Description
Eliminate the unavoidable complexity of object-oriented designs. The innovative data-oriented programming paradigm makes your systems less complex by making it simpler to access and manipulate data. In Data-Oriented Programming you will learn how to: Separate code from data Represent data with generic data structures Manipulate data with general-purpose functions Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data Benefit from polymorphism without objects Debug programs without a debugger Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP. Best of all, the paradigm is language-agnostic—you’ll learn to write DOP code that can be implemented in JavaScript, Ruby, Python, Clojure, and also in traditional OO languages like Java or C#. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Code that combines behavior and data, as is common in object-oriented designs, can introduce almost unmanageable complexity for state management. The Data-oriented programming (DOP) paradigm simplifies state management by holding application data in immutable generic data structures and then performing calculations using non-mutating general-purpose functions. Your applications are free of state-related bugs and your code is easier to understand and maintain. About the book Data-Oriented Programming teaches you to design software using the groundbreaking data-oriented paradigm. You’ll put DOP into action to design data models for business entities and implement a library management system that manages state without data mutation. The numerous diagrams, intuitive mind maps, and a unique conversational approach all help you get your head around these exciting new ideas. Every chapter has a lightbulb moment that will change the way you think about programming. What's inside Separate code from data Represent data with generic data structures Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data About the reader For programmers who have experience with a high-level programming language like JavaScript, Java, Python, C#, Clojure, or Ruby. About the author Yehonathan Sharvit has over twenty years of experience as a software engineer. He blogs, speaks at conferences, and leads Data-Oriented Programming workshops around the world. Table of Contents PART 1 FLEXIBILITY 1 Complexity of object-oriented programming 2 Separation between code and data 3 Basic data manipulation 4 State management 5 Basic concurrency control 6 Unit tests PART 2 SCALABILITY 7 Basic data validation 8 Advanced concurrency control 9 Persistent data structures 10 Database operations 11 Web services PART 3 MAINTAINABILITY 12 Advanced data validation 13 Polymorphism 14 Advanced data manipulation 15 Debugging
Author: Yehonathan Sharvit Publisher: Simon and Schuster ISBN: 1617298573 Category : Computers Languages : en Pages : 422
Book Description
Eliminate the unavoidable complexity of object-oriented designs. The innovative data-oriented programming paradigm makes your systems less complex by making it simpler to access and manipulate data. In Data-Oriented Programming you will learn how to: Separate code from data Represent data with generic data structures Manipulate data with general-purpose functions Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data Benefit from polymorphism without objects Debug programs without a debugger Data-Oriented Programming is a one-of-a-kind guide that introduces the data-oriented paradigm. This groundbreaking approach represents data with generic immutable data structures. It simplifies state management, eases concurrency, and does away with the common problems you’ll find in object-oriented code. The book presents powerful new ideas through conversations, code snippets, and diagrams that help you quickly grok what’s great about DOP. Best of all, the paradigm is language-agnostic—you’ll learn to write DOP code that can be implemented in JavaScript, Ruby, Python, Clojure, and also in traditional OO languages like Java or C#. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Code that combines behavior and data, as is common in object-oriented designs, can introduce almost unmanageable complexity for state management. The Data-oriented programming (DOP) paradigm simplifies state management by holding application data in immutable generic data structures and then performing calculations using non-mutating general-purpose functions. Your applications are free of state-related bugs and your code is easier to understand and maintain. About the book Data-Oriented Programming teaches you to design software using the groundbreaking data-oriented paradigm. You’ll put DOP into action to design data models for business entities and implement a library management system that manages state without data mutation. The numerous diagrams, intuitive mind maps, and a unique conversational approach all help you get your head around these exciting new ideas. Every chapter has a lightbulb moment that will change the way you think about programming. What's inside Separate code from data Represent data with generic data structures Manage state without mutating data Control concurrency in highly scalable systems Write data-oriented unit tests Specify the shape of your data About the reader For programmers who have experience with a high-level programming language like JavaScript, Java, Python, C#, Clojure, or Ruby. About the author Yehonathan Sharvit has over twenty years of experience as a software engineer. He blogs, speaks at conferences, and leads Data-Oriented Programming workshops around the world. Table of Contents PART 1 FLEXIBILITY 1 Complexity of object-oriented programming 2 Separation between code and data 3 Basic data manipulation 4 State management 5 Basic concurrency control 6 Unit tests PART 2 SCALABILITY 7 Basic data validation 8 Advanced concurrency control 9 Persistent data structures 10 Database operations 11 Web services PART 3 MAINTAINABILITY 12 Advanced data validation 13 Polymorphism 14 Advanced data manipulation 15 Debugging
Author: Patrick Burns Publisher: Lulu.com ISBN: 1471046524 Category : Computers Languages : en Pages : 155
Book Description
An essential guide to the trouble spots and oddities of R. In spite of the quirks exposed here, R is the best computing environment for most data analysis tasks. R is free, open-source, and has thousands of contributed packages. It is used in such diverse fields as ecology, finance, genomics and music. If you are using spreadsheets to understand data, switch to R. You will have safer -- and ultimately, more convenient -- computations.
Author: Patrick Burns Publisher: Lulu.com ISBN: 1471045528 Category : Computers Languages : en Pages : 440
Book Description
S Poetry starts with the basics of the S language (of which R is a dialect). It then goes on to more advanced issues, including good programming techniques. Many of the deficiencies that are pointed out have now been fixed in R and S+. The parts that are most helpful include the glossary and the chapter on higher dimensional arrays. The 'genopt' function (which is R-compliant and available on the Burns Statistics website) -- though not particularly a nice example of programming -- is one of the most useful functions.
Author: Alan A. A. Donovan Publisher: Addison-Wesley Professional ISBN: 0134190564 Category : Computers Languages : en Pages : 1202
Book Description
The Go Programming Language is the authoritative resource for any programmer who wants to learn Go. It shows how to write clear and idiomatic Go to solve real-world problems. The book does not assume prior knowledge of Go nor experience with any specific language, so you’ll find it accessible whether you’re most comfortable with JavaScript, Ruby, Python, Java, or C++. The first chapter is a tutorial on the basic concepts of Go, introduced through programs for file I/O and text processing, simple graphics, and web clients and servers. Early chapters cover the structural elements of Go programs: syntax, control flow, data types, and the organization of a program into packages, files, and functions. The examples illustrate many packages from the standard library and show how to create new ones of your own. Later chapters explain the package mechanism in more detail, and how to build, test, and maintain projects using the go tool. The chapters on methods and interfaces introduce Go’s unconventional approach to object-oriented programming, in which methods can be declared on any type and interfaces are implicitly satisfied. They explain the key principles of encapsulation, composition, and substitutability using realistic examples. Two chapters on concurrency present in-depth approaches to this increasingly important topic. The first, which covers the basic mechanisms of goroutines and channels, illustrates the style known as communicating sequential processes for which Go is renowned. The second covers more traditional aspects of concurrency with shared variables. These chapters provide a solid foundation for programmers encountering concurrency for the first time. The final two chapters explore lower-level features of Go. One covers the art of metaprogramming using reflection. The other shows how to use the unsafe package to step outside the type system for special situations, and how to use the cgo tool to create Go bindings for C libraries. The book features hundreds of interesting and practical examples of well-written Go code that cover the whole language, its most important packages, and a wide range of applications. Each chapter has exercises to test your understanding and explore extensions and alternatives. Source code is freely available for download from http://gopl.io/ and may be conveniently fetched, built, and installed using the go get command.
Author: Patrick Burns Publisher: Lulu.com ISBN: 1291130454 Category : Computers Languages : en Pages : 245
Book Description
A different sort of programming book -- it steps back from variables and syntax and code details. Programming can be better, faster and more enjoyable by incorporating the ways of thinking that are presented. You are guided towards how to make yourself a great programmer.
Author: Don Waisanen Publisher: State University of New York Press ISBN: 1438481179 Category : Political Science Languages : en Pages : 308
Book Description
While much has been written about what democracies should look like, much less has been said about how to actually train citizens in democratic perspectives and skills. Amid the social and political crises of our time, many programs seeking to bridge differences between citizens draw from the surprising field of improvisational theater. Improv trains people to engage with one another in ways that promote empathy and understanding. Don Waisanen demonstrates how improv-based teaching and training methods can forward the communication, leadership, and civic skills our world urgently needs. Waisanen includes specific exercises and thought experiments that can be used by educators; advocates for civic engagement and civil discourse; practitioners and scholars in communication, leadership, and conflict management; training and development specialists; administrators looking to build new curricula or programming; and professionals seeking to embed productive, sustainable, and socially responsible forms of interaction in and across organizations. Ultimately this book offers a new approach for helping people become more creative, heighten awareness, think faster, build confidence, operate flexibly, improve expression and governance skills, and above all, think and act more democratically.
Author: Mark Tracey Publisher: iUniverse ISBN: 0595601936 Category : Sports & Recreation Languages : en Pages : 92
Book Description
Mountain Biking in the Tao is the seminal work on Taoist philosophy and how it applies to mountain biking and life. Inspired by years of riding and meditation it gives the best possible advice on how to properly ride your mountain bike. Relax, be who you are, then go ride in the Tao on the trail nearest your own home.
Author: Yehonathan Sharvit
Author: Yehonathan Sharvit
Author: Patrick Burns
Author: Patrick Burns
Author: Alan A. A. Donovan
Author: Patrick Burns
Author: Don Waisanen
Author: Mark Tracey
Author: Bruce Eckel
Author: Eldon Taylor
Author: Geoffrey James