Functional Programming with C# E-Book

Alex Yagur

• Herausgeber: Packt Publishing
• Kategorie: Fachliteratur
• Sprache: Englisch

Seitenzahl: 258

Veröffentlichungsjahr: 2024

Beschreibung

In an era where software complexity is increasing by the day, functional programming offers a paradigm that simplifies code maintenance and enhances reliability. Functional Programming with C# takes you on an exhaustive journey into functional programming within C#. The book familiarizes you with the core principles and benefits of functional programming, juxtaposing it with imperative and object-oriented paradigms. You’ll get to grips with the functional features of C# and learn to write expressive, modular code through expressions, pure functions, and higher-order functions. As you advance, you’ll explore advanced concepts such as error handling and asynchronous programming, which will equip you with the practical skills that you need to tackle real-world challenges. By comparing functional programming in C# with other languages and providing additional resources, this book ensures that you’re well-equipped to continue your journey toward mastery in functional programming. By the end of this book, you’ll have gained a thorough understanding of functional programming techniques, such as recursion, memoization, and composition, empowering you to write robust, maintainable code.

Leseprobe

Functional Programming with C#

Unlock coding brilliance with the power of functional magic

Alex Yagur

Functional Programming with C#

Copyright © 2024 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

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First published: July 2024

Production reference: 1110724

Published by Packt Publishing Ltd.

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B3 1RB, UK

ISBN 978-1-80512-268-5

www.packtpub.com

To Julia, my beloved wife and steadfast companion on this journey.

To my parents, whose unwavering support and guidance have shaped me into who I am today.

To my daughters, Irina, Lisa, and Emily - you are my inspiration and my greatest joy. May this work inspire you to pursue your dreams with passion and perseverance.

Contributors

About the author

Alex Yagur has been working in software development since 2000, specializing in C#. He holds Master’s degrees in Software Development and Organizational Management. Alex has created multiple online courses for software developers and is the founder of “Hands-On Dev Academy,” an educational platform that uses practice-focused approaches, AI, and gamification to enhance the online learning experience. His interests include computer games, mountaineering, running, and diving. Alex is dedicated to improving software education and making complex concepts accessible to learners worldwide.

I would like to express my heartfelt gratitude to:

Logan Ferris for keeping me fit and energized throughout this project.Konstantin Rochev and Andrew Pasenchuk for their meticulous review of this book.Kinnari Chohan and Manisha Singh for their guidance throughout the writing process.My students, who have taught me so much while I’ve been teaching them.

Your help and support made this book possible.

Thank you.

About the reviewers

Lucas Venturella started programming because it was the most amazing thing he discovered while growing up. Over the years, he has experienced many changes. Initially driven by passion, his primary motivation today is his daughter and family. The desire to positively impact the world for future generations, especially his child’s, is what truly drives him now. He believes that being completely dedicated to something to the point where one can influence the world is a crucial skill, and he hopes to impart this to his child. Lucas’s main skills today include .NET, DevOps, and some frontend development.

Andrey Pasenchuk is a software architect with expertise in designing high-loaded systems. With a strong background in computer science and mathematics, along with more than a decade of experience, he has successfully developed scalable and efficient solutions. His primary focus is on crafting architectures that align perfectly with the product, ensuring ease of maintenance and cost-effective scalability. Andrei is committed to continuously improving his skills and exploring new technologies to remain at the forefront of system architecture.

Table of Contents

Preface

Part 1: Foundations of Functional Programming in C#

1

Getting Started with Functional Programming

Functional versus imperative versus object-oriented programming

Imperative programming

Object-oriented programming

Functional programming

Blending paradigms

How functional programming is supported in C#

How to write functional code in C#

A practical example – a book publishing system

How to combine functional and object-oriented paradigms

Meet Steve and Julia

Summary

2

Expressions and Statements

Task 1 – Name and count all expressions and all statements

Task 2 – Use expressions instead of statements

Task 3 – Create an expression tree

Understanding the difference between expressions and statements

Example of expressions

Example of statements

Key differences between expressions and statements

Guided exercise – finding expressions and statements in sample code

How to use expressions for clear and simple code

The power of expressions – improving readability and maintainability

Techniques to convert statements to expressions

Guided exercise – refactoring code using expressions

Lambda expressions, expression-bodied members, and anonymous methods

What are lambda expressions?

Multiple parameters in lambda expressions

Lambda expressions evolution

Understanding anonymous methods

How do anonymous methods work?

When to use anonymous methods

Practical examples – applying these features in real code

Expression-bodied members

Exercise – implementing lambda expressions and anonymous methods

Expression trees and how to use them to manipulate expressions at runtime

Building and manipulating expression trees

Creating and manipulating complex expression trees

Querying data with expression trees – LINQ and beyond

Guided exercise – constructing and manipulating expression trees

Problem sets and exercises

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

3

Pure Functions and Side Effects

Task 1 – Refactoring to a pure function

Task 2 – Isolating side effects

Task 3 – Using a Pure attribute

Understanding pure functions

Examples of pure functions

The benefits of pure functions

Comparisons of pure functions and non-pure functions

Side effects

Common sources of side effects

Consequences of side effects

Strategies to minimize side effects

Favor immutability

Use readonly and const

Use functional programming principles

Encapsulate side effects

Marking pure functions with the Pure attribute

Understanding the Pure attribute in C#

The benefits of marking functions as pure

Caveats and considerations when using the Pure attribute

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

4

Honest Functions, Null, and Option

Task 1 – Refactor for honest return types

Task 2 – Guard against null inputs

Task 3 – Pattern matching with nullable types

Honest functions – definition and understanding

The problems with hidden nulls

A quick look back – C# and null

Common mistakes and the troubling NullReferenceException

Not all bad – the value of null

Embracing honesty with nullable reference types

What are nullable reference types?

Transitioning to NRTs

Enabling nullable reference types

Disabling nullable reference types

Warnings and annotations options

The bigger picture – project-wide settings

Returning with intention

The distinction between UserProfile and UserProfile?

Honoring a function’s contract

Demanding honesty from function inputs

Nullable reference types to the rescue

Using preconditions and contracts

Using built-in checks

The power of explicit non-null inputs

Pattern matching and nullable types

Pattern matching with nullable types

Switch expressions with property patterns

Ensuring clarity with nullable types

The null object pattern

The problem with null checks

The null object solution

Advantages

Limitations and considerations

Beyond null – using Option

A brief introduction to Option

Advantages of the Option type over nullable types

The interplay of Option and nullable types

Practical scenarios – handling nulls effectively

Case study – managing YouTube videos

Case study – managing different video types

Case study – working with non-existing objects

The impact of handling nulls in real-world scenarios

The reality of honesty in C# – why there will never be truly honest functions

The compromises of the C# language design

Practical tips and best practices

Strategies for migrating existing code bases to adopt nullable reference types and Option

Common pitfalls and how to navigate them

Testing strategies for null and Option handling

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

Part 2: Advanced Functional Techniques

5

Error Handling

Task 1 – Custom error types and result usage

Task 2 – Utilizing ROP for validation and processing

Task 3 – Implementing a Retry mechanism using functional techniques

Traditional error handling in C#

try-catch blocks

Exceptions

The Result type

Implementing the Result type

Using the Result type

Railway-Oriented Programming (ROP)

The essence of Bind

Chaining operations with Bind

Composable error handling with ROP

Handling diverse error types

Benefits of isolation

Extending ROP for asynchronous operations

Designing your own error-handling mechanisms

Use factory methods for creation

Extend with Bind

Customize error types

Leverage extension methods

Integration with existing code

Always iterate and refine

Practical tips for functional error handling

Avoid null with options

Logging errors

Two strategies To replace exceptions

Anticipate errors – make it predictable

Embrace composition

Educate your team

Traditional versus functional error handling comparison

The traditional way

The functional way

Comparative analysis

Making the shift

Patterns and anti-patterns in functional error handling

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

6

Higher-Order Functions and Delegates

Task 1 – Sorting function

Task 2 – Customized calculations

Task 3 – Comparison

Understanding higher-order functions

The power of higher-order functions in functional programming

Creating versatile code with fewer errors

Supporting a more declarative coding style

Delegates, actions, funcs, and predicates

Delegates

Actions

Funcs

Predicates

Callbacks, events, and anonymous methods

The role of delegates in events

Delegates and anonymous methods

Harnessing LINQ methods as higher-order functions

Filtering

Data transformation

Data aggregation

Case study – putting it all together

Step-by-step walk-through and analysis of the code

Best practices and common pitfalls

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

7

Functors and Monads

Task 1 – Functor usage

Task 2 – Applicative functor

Task 3 – Monad usage

What’s a functor?

Identity law

Composition law

Creating our own functor

Functor benefits

Applicative functors

The Apply method implementation

Applicative functor laws

Monads

The Bind method

Monad laws

Utilizing monads

Key takeaways

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

Part 3: Practical Functional Programming

8

Recursion and Tail Calls

Task 1 – Recursive enemy count

Task 2 – Wave generation

Task 3 – Asynchronously updating enemy stats

Introducing recursion

Recursive thinking

Types of recursion

Simple recursion

Tail recursion

Challenges of recursion

Stack overflow risk

Default stack size and limitations

Performance considerations

Leveraging C# features for recursion

Local functions

Pattern matching

Advanced recursive patterns

Mutual recursion

Memoization

Comparison with iterative solutions

Readability

Performance

Recursion in asynchronous programming

Explaining asynchronous recursion under the hood

Synchronous versus asynchronous recursion

Scenarios for asynchronous recursion

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Exercise 1

Exercise 2

Exercise 3

Summary

9

Currying and Partial Application

Task 1 – Currying tower attack functions

Task 2 – Partial application for game settings

Task 3 – Currying permission checks for game features

Understanding currying

Standard approach

Curried approach

Step-by-step implementation of currying

Use cases

Configuration settings

Event handling

Partial application

Asynchronous programming

Partial application

Areas for partial application

Example of partially applying a function for configuration settings

Standard rendering function

Partially applied function

Challenges and limitations

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Solution 1

Solution 2

Solution 3

Summary

10

Pipelines and Composition

Task 1 – Enemy wave processing pipeline

Task 2 – Game data file processing

Task 3 – Dynamic SQL query generation using currying and partial application

Function composition

Building pipelines

Performance considerations

The fluent interface

Advanced composition with monads

Exercises

Exercise 1

Exercise 2

Exercise 3

Solutions

Solution 1

Solution 2

Solution 3

Summary

Part 4: Conclusion and Future Directions

11

Reflecting and Looking Ahead

A summary of the main concepts and techniques

Comparison with other languages

Resources for further learning

Closing thoughts

Index

Other Books You May Enjoy

Preface

Welcome to Functional Programming with C#!

This book is designed to introduce you to the powerful paradigm of functional programming within the context of C#. As C# continues to evolve, it increasingly embraces functional programming concepts, allowing developers to write more concise, maintainable, and robust code. This book will guide you through the journey of understanding and applying functional programming principles in C#, from basic concepts to advanced techniques.

Who this book is for

This book is aimed at C# developers who want to expand their programming toolkit by learning functional programming techniques. It’s suitable for intermediate to advanced programmers familiar with object-oriented programming and looking to enhance their skills. While prior knowledge of functional programming is not required, a solid understanding of C# fundamentals is necessary to get the most out of this book.

What this book covers

Chapter 1, Getting Started with Functional Programming, introduces the core concepts of functional programming and how they apply to C#.

Chapter 2, Expressions and Statements, delves into the differences between expressions and statements, and how to write more expressive code.

Chapter 3, Pure Functions and Side Effects, explores the concept of pure functions and how to minimize side effects in your code.

Chapter 4, Honest Functions, Null, and Option, discusses the importance of honest functions and how to handle null values effectively.

Chapter 5, Error Handling, introduces functional approaches to error handling, moving beyond traditional try-catch blocks.

Chapter 6, Higher-Order Functions and Delegates, covers the power of functions as first-class citizens in C#.

Chapter 7, Functors and Monads, explores these advanced functional programming concepts and their implementation in C#.

Chapter 8, Recursion and Tail Calls, dives into recursive programming techniques and optimization.

Chapter 9, Currying and Partial Application, teaches how to create more flexible and reusable functions.

Chapter 10, Pipelines and Composition, shows how to combine functions to create powerful data processing pipelines.

Chapter 11, Reflecting and Looking Ahead, summarizes the key concepts learned throughout the book and provides guidance on further advancing your functional programming skills in C#.

To get the most out of this book

To fully benefit from this book, readers should have a good grasp of C# basics, including object-oriented programming concepts. Familiarity with LINQ is helpful but not required. Each chapter builds upon the previous ones, so it’s recommended to read the book sequentially. Practice exercises are provided to reinforce the concepts learned.

Software/hardware covered in the book

Operating system requirements

C# 12

Windows, macOS, or Linux

.NET 8

To follow along with the examples in this book, you’ll need to have the .NET 8 SDK installed on your machine. Visual Studio 2022 or Visual Studio Code with the C# extension are recommended for the best development experience. All code samples in the book are compatible with C# 12 and .NET 8, but most will work with earlier versions as well.

Conventions used

There are a number of text conventions used throughout this book.

Codeintext: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: “Let’s dive a bit deeper and see what a general implementation of the Result type looks like.”

A block of code is set as follows:

bool IsBookPopular(Book book) {     if (book.AverageRating > 4.5 && book.NumberOfReviews > 1000)     {         return true;     }     return false; }

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Refactor it using Railway-Oriented Programming (ROP) to improve the error-handling flow.”

Tips or important notes

Appear like this.

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Part 1:Foundations of Functional Programming in C#

In this first part, we lay the groundwork for understanding functional programming. We’ll start by introducing the core concepts of functional programming and how they apply to C#. You’ll learn about the crucial distinction between expressions and statements, and how to write more expressive code. We’ll then explore pure functions and how to minimize side effects, which are fundamental to functional programming. Finally, we’ll discuss honest functions and effective ways to handle null values, setting the stage for more robust code design.

This part has the following chapters:

Chapter 1, Getting Started with Functional ProgrammingChapter 2, Expressions and StatementsChapter 3, Pure Functions and Side EffectsChapter 4, Honest Functions, Null, and Option