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- Mastering Functional Programming. Functional techniques for sequential and parallel programming with Scala
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Mastering Functional Programming. Functional techniques for sequential and parallel programming with Scala
Ebook
Functional programming is a paradigm specifically designed to deal with the complexity of software development in large projects. It helps developers to keep track of the interdependencies in the code base and changes in its state in runtime. Mastering Functional Programming provides detailed coverage of how to apply the right abstractions to reduce code complexity, so that it is easy to read and understand.
Complete with explanations of essential concepts, practical examples, and self-assessment questions, the book begins by covering the basics such as what lambdas are and how to write declarative code with the help of functions. It then moves on to concepts such as pure functions and type classes, the problems they aim to solve, and how to use them in real-world scenarios. You’ll also explore some of the more advanced patterns in the world of functional programming such as monad transformers and Tagless Final. In the concluding chapters, you’ll be introduced to the actor model, which you can implement in modern functional languages, and delve into parallel programming.
By the end of the book, you will be able to apply the concepts of functional programming and object-oriented programming (OOP)in order to build robust applications.
Complete with explanations of essential concepts, practical examples, and self-assessment questions, the book begins by covering the basics such as what lambdas are and how to write declarative code with the help of functions. It then moves on to concepts such as pure functions and type classes, the problems they aim to solve, and how to use them in real-world scenarios. You’ll also explore some of the more advanced patterns in the world of functional programming such as monad transformers and Tagless Final. In the concluding chapters, you’ll be introduced to the actor model, which you can implement in modern functional languages, and delve into parallel programming.
By the end of the book, you will be able to apply the concepts of functional programming and object-oriented programming (OOP)in order to build robust applications.
- 1. Declarative Programming Style
- 2. Functions and Lambdas
- 3. Functional Data Structures
- 4. The Problem of Side Effects
- 5. Effect Types: Abstracting Away Side Effects
- 6. Effect Types in Practice
- 7. The Idea of the Type Classes
- 8. Basic Type Classes and Their Usage
- 9. Libraries for Pure Functional Programming
- 10. Patterns of Advanced Functional Programming
- 11. Introduction to the Actor Model
- 12. Actor Model in Practice
- 13. Use Case: A Parallel Web Crawler
- 14. Appendix: Introduction to Scala
- Title: Mastering Functional Programming. Functional techniques for sequential and parallel programming with Scala
- Author: Anatolii Kmetiuk
- Original title: Mastering Functional Programming. Functional techniques for sequential and parallel programming with Scala
- ISBN: 9781788626033, 9781788626033
- Date of issue: 2018-08-31
- Format: Ebook
- Item ID: e_158g
- Publisher: Packt Publishing