What are zero-cost abstractions and why do they matter

Arpit Bhayani

Arpit Bhayani

Mar 01, 2024 • 1 min read


What are zero-cost abstractions and why do they matter? ⚡

When a programming language, like Rust, provides zero-cost abstraction it simply means that high-level constructs (classes, wrapper functions, iterators, type templates, etc) will not incur any runtime overhead as compared to its low-level implementation.

For example, the following code that uses the “sum” function on an iterator will not be slower than writing an explicit loop over the vector.

fn main() {
 let numbers = vec![1, 2, 3, 4, 5];
 let sum: i32 = numbers.iter().sum();
 println!("Sum: {}", sum);
}

Despite the higher-level abstraction, the compiler and standard library implementation are designed to optimize the code, so the performance of this approach is always comparable to the low-level alternative.

So, no matter how you write your code, no matter how much of high-level abstractions you use, the execution will remain as performant as possible.

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Arpit Bhayani

Principal Engineer II at Razorpay - building Agent Studio, Ex-staff engg at GCP Memorystore & Dataproc, Creator of DiceDB, ex-Amazon Fast Data, ex-Director of Engg. SRE and Data Engineering at Unacademy. I spark engineering curiosity through my no-fluff engineering videos on YouTube and my courses