Examples where compiler-optimized functional code performs better than imperative code

There are cases where the same algorithm will optimize better in a pure context. Specifically, stream fusion allows an algorithm that consists of a sequence of loops that may be of widely varying form: maps, filters, folds, unfolds, to be composed into a single loop. The equivalent optimization in a conventional imperative setting, with mutable … Read more

Idiomatic clojure for progress reporting?

The great thing about clojure is you can attach the reporting to the data itself instead of the code that does the computing. This allows you to separate these logically distinct parts. Here is a chunk from my misc.clj that I find I use in just about every project: (defn seq-counter “calls callback after every … Read more

What are the performance impacts of ‘functional’ Rust?

TL;DR A functional implementation can be faster than your original procedural implementation, in certain cases. Why is the functional style so much slower than the imperative style? Is there some problem with the functional implementation which is causing such a huge slowdown? As Matthieu M. already pointed out, the important thing to note is that … Read more

Functional Programming Vs Declarative Programming Vs Imperative Programming

Your example of declarative programming above is not an actual program, so it’s not a good example. The main difference is between imperative and declarative. Functional is a particular kind of declarative. C, C++, Java, Javascript, BASIC, Python, Ruby, and most other programming languages are imperative. As a rule, if it has explicit loops (for, … Read more

What is the difference between declarative and imperative paradigm in programming?

A great C# example of declarative vs. imperative programming is LINQ. With imperative programming, you tell the compiler what you want to happen, step by step. For example, let’s start with this collection, and choose the odd numbers: List<int> collection = new List<int> { 1, 2, 3, 4, 5 }; With imperative programming, we’d step … Read more

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