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Hands-On Functional Programming with C++
Hands-On Functional Programming with C++

Hands-On Functional Programming with C++: An effective guide to writing accelerated functional code using C++17 and C++20

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Hands-On Functional Programming with C++

An Introduction to Functional Programming

Why is functional programming useful? Functional programming constructs have popped up in all major programming languages in the past decade. Programmers have enjoyed their benefits—simplified loops, more expressive code, and simple parallelization. But there's more to it—decoupling from time, enabling opportunities to remove duplication, composability, and a simpler design. Higher adoption of functional programming (including the large-scale adoption of Scala in the financial sector) means more opportunities for you once you know and understand it. While we will take a deep dive into functional programming in this book to help you learn, remember that functional programming is another tool to add to your toolbox—one that you can choose to use when the problem and the context fits.

The following topics will be...

Technical requirements

An introduction to functional programming

My first experience with functional programming was at university. I was a 20-year-old geek who was interested in Sci-Fi, reading, and programming; programming was the highlight of my academic life. Everything to do with C++, Java, MATLAB, and a few other programming languages that we used was fun for me. Unfortunately, I can't say the same thing about the disciplines around electrical engineering, circuits, or compiler theory. I just wanted to write code!

Based on my interests, functional programming should have been a very fun course for me. Our teacher was very passionate. We had to write code. But something went wrong—I didn't click with what the teacher was telling us. Why were lists so interesting? Why was the syntax so backward and full of parentheses? Why would I use these things when it was much simpler to write...

Functional programming constructs are everywhere

Around 10 years after I finished the university functional programming course, I had a casual chat with my friend, Felix. As any two geeks, we would rarely see each other, but we had, for years, an ongoing conversation on instant messaging discussing all kinds of nerdy topics and, of course, programming.

Somehow, the topic of functional programming came up. Felix pointed out that one of my favorite and most enjoyable programming languages, LOGO, was, in fact, a functional programming language.

LOGO is an educational programming language whose main characteristic is utilization of so-called turtle graphics.

It was obvious in retrospect; here is how to write a function that draws a square in the KTurtle version of LOGO:

learn square {
repeat 4 {forward 50 turnright 90}
}

The result is shown in the following screenshot:

Can you...

Structured loops versus functional loops

It's hardly a surprise that one of the first things that we learn as programmers is how to write a loop. One of my first loops in C++ was printing the numbers from 1 to 10:

for(int i = 0; i< 10; ++i){
cout << i << endl;
}

As a curious programmer, I took this syntax for granted, went over its peculiarities and complications, and just used it. Looking back, I realize that there are a few unusual things about this construct. First, why start with 0? I've been told it's a convention, due to historical reasons. Then, the for loop has three statements—an initialization, a condition, and an increment. This sounds slightly too complicated for what we're trying to achieve. Finally, the end condition forced me into more off-by-one errors than I'd like to admit.

At this point, you will realize that...

Immutability

We've already understood that a certain level of immutability is preferred in C++; the common example is as follows:

class ...{
int add(const int& first, const int& second) const{
return first + second;
}
}

The const keyword clearly communicates a few important constraints on the code, such as the following:

  • The function does not change any of its arguments before returning.
  • The function does not change any data member of the class it belongs to.

Let's now imagine an alternate version of add, as follows

int uglyAdd(int& first, int& second){
first = first + second;
aMember = 40;
return first;
}

I called this uglyAdd for a reason—I don't tolerate code like this when I'm programming! This function violates the principle of minimal surprise and does too many things. Reading the function code reveals nothing...

OOP versus functional design styles

An important part of my job is to work with programmers and help them to improve the way they write code. To do so, I try my best to come up with simple explanations for complex ideas. I have one such explanation for software design. Software design is, for me, the way we structure the code such that we optimize it for business purposes.

I like this definition because it's plain and short. But one thing bugged me after I started experimenting with functional constructs; that is, functional programming leads to code such as the following:

const Sums sumsWithFunctionalLoopsSimplified(const vector<int>& numbers){
Sums theTotals(
sum(filter(numbers, isEven)),
sum(filter(numbers, isOdd)),
sum(numbers)
);
return theTotals;
}

Writing similar code in OOP style would most likely mean creating classes and using...

Composability and removing duplication

We have already seen an example of where we had a fair amount of duplication:

const Sums sumsWithFunctionalLoops(const vector<int>& numbers){
Sums theTotals;
vector<int> evenNumbers;
copy_if(numbers.begin(), numbers.end(), back_inserter(evenNumbers),
isEven);
theTotals.evenSum = accumulate(evenNumbers.begin(),
evenNumbers.end(), 0);

vector<int> oddNumbers;
copy_if(numbers.begin(), numbers.end(), back_inserter(oddNumbers),
isOdd);
theTotals.oddSum= accumulate(oddNumbers.begin(), oddNumbers.end(),
0);

theTotals.total = accumulate(numbers.begin(), numbers.end(), 0);

return theTotals;
}

We managed to reduce it using functions, as shown in the following code:

template<class UnaryPredicate>
const vector<int> filter(const vector<int>& input, UnaryPredicate filterFunction...

Technical requirements

What is a pure function?

Let's take a moment to think about a simple everyday experience. When you turn the light switch, one of two things happen:

  • If the light is on, it turns off
  • If the light is off, it turns on

The behavior of a light switch is highly predictable. It's so predictable that, when the light doesn't turn on, you immediately think that something is wrong—that is, with the light bulb, the fuses, or the switch itself.

Here are some of the things that you don't expect to happen when you turn the switch on or off:

  • Your fridge doesn't go off
  • Your neighbor's lights don't turn on
  • Your bathroom sink water doesn't turn on
  • Your mobile phone doesn't reset

Why would all these things happen when you turn the light switch on? That would be highly chaotic; we wouldn't want chaos in our lives, right?

Yet, programmers often...

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Key benefits

  • Learn programming concepts such as loops, expressive code, and simple parallelization
  • Understand the working of lambdas and currying and write Pure functions
  • Explore event sourcing and other functional patterns to improve the efficiency of your applications

Description

Functional programming enables you to divide your software into smaller, reusable components that are easy to write, debug, and maintain. Combined with the power of C++, you can develop scalable and functional applications for modern software requirements. This book will help you discover the functional features in C++ 17 and C++ 20 to build enterprise-level applications. Starting with the fundamental building blocks of functional programming and how to use them in C++, you’ll explore functions, currying, and lambdas. As you advance, you’ll learn how to improve cohesion and delve into test-driven development, which will enable you in designing better software. In addition to this, the book covers architectural patterns such as event sourcing to help you get to grips with the importance of immutability for data storage. You’ll even understand how to “think in functions” and implement design patterns in a functional way. By the end of this book, you’ll be able to write faster and cleaner production code in C++ with the help of functional programming.

Who is this book for?

This book is for C++ developers who want to learn functional programming but have little to no knowledge of the paradigm. Although no prior knowledge of functional programming is necessary, basic C++ programming experience will help you understand key concepts covered in the book.

What you will learn

  • Understand the fundamentals of functional programming
  • Structure your code by understanding the building blocks of functional programming
  • Compare design styles in functional programming and object-oriented programming (OOP)
  • Use the concept of currying to create new functions in C++
  • Become skilled at implementing design patterns in a functional way
  • Get to grips with multithreading by means of functional programming
  • Learn how to improve memory consumption when using functional constructs

Product Details

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Publication date : Jun 28, 2019
Length: 358 pages
Edition : 1st
Language : English
ISBN-13 : 9781789809213
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Product Details

Publication date : Jun 28, 2019
Length: 358 pages
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Language : English
ISBN-13 : 9781789809213
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Table of Contents

22 Chapters
Section 1: Functional Building Blocks in C++ Chevron down icon Chevron up icon
An Introduction to Functional Programming Chevron down icon Chevron up icon
Understanding Pure Functions Chevron down icon Chevron up icon
Deep Dive into Lambdas Chevron down icon Chevron up icon
The Idea of Functional Composition Chevron down icon Chevron up icon
Partial Application and Currying Chevron down icon Chevron up icon
Section 2: Design with Functions Chevron down icon Chevron up icon
Thinking in Functions - from Data in to Data out Chevron down icon Chevron up icon
Removing Duplication with Functional Operations Chevron down icon Chevron up icon
Improving Cohesion Using Classes Chevron down icon Chevron up icon
Test-Driven Development for Functional Programming Chevron down icon Chevron up icon
Section 3: Reaping the Benefits of Functional Programming Chevron down icon Chevron up icon
Performance Optimization Chevron down icon Chevron up icon
Property-Based Testing Chevron down icon Chevron up icon
Refactoring to and through Pure Functions Chevron down icon Chevron up icon
Immutability and Architecture - Event Sourcing Chevron down icon Chevron up icon
Section 4: The Present and Future of Functional Programming in C++ Chevron down icon Chevron up icon
Lazy Evaluation Using the Ranges Library Chevron down icon Chevron up icon
STL Support and Proposals Chevron down icon Chevron up icon
Standard Language Support and Proposals Chevron down icon Chevron up icon
Assessments Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
(2 Ratings)
5 star 50%
4 star 0%
3 star 50%
2 star 0%
1 star 0%
Mehnen Jun 15, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
made the learning of functional programming easy ... geed examples !
Amazon Verified review Amazon
Kostas Nov 26, 2019
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
Note reg. my review : I am not a C++ developer.Been a scala developer picking a C++ hobby, this book was pleasant read overall, but probably the examples overused lambda's. The author notes that having a lot of standalone lambdas makes the code loose cohesion and I agree on that which is what made me not follow the code in the cards example due to too many standalone lambdas. (btw, a function declaration like int add(int a,int b) is also functional programming, the examples would be a lot easier to follow if they contained immutable domain model + functions)I would also expect to see how to create immutable classes and collections and things like higher order functions.
Amazon Verified review Amazon
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