Does the Rust language have a way to apply a function to each element in an array or vector?
I know in Python there is the map()
function which performs this task. In R there is the lapply()
, tapply()
, and apply()
functions that also do this.
Is there an established way to vectorize a function in Rust?
To apply a function to every item in an array, use array_map() . This will return a new array. $array = array(1,2,3,4,5); //each array item is iterated over and gets stored in the function parameter.
Arrays are collections of same-type-data values stored in contiguous memory locations. In Rust, arrays are created using square brackets [] and their size needs to be known at compile time. An array whose size is not defined is called a slice.
Vector is a module in Rust that provides the container space to store values. It is a contiguous resizable array type, with heap-allocated contents. It is denoted by Vec<T>. Vectors in Rust have O(1) indexing and push and pop operations in vector also take O(1) complexity.
Rust has Iterator::map
, so you can:
some_vec.iter().map(|x| /* do something here */)
However, Iterator
s are lazy so this won't do anything by itself. You can tack a .collect()
onto the end to make a new vector with the new elements, if that's what you want:
let some_vec = vec![1, 2, 3];
let doubled: Vec<_> = some_vec.iter().map(|x| x * 2).collect();
println!("{:?}", doubled);
The standard way to perform side effects is to use a for
loop:
let some_vec = vec![1, 2, 3];
for i in &some_vec {
println!("{}", i);
}
If the side effect should modify the values in place, you can use an iterator of mutable references:
let mut some_vec = vec![1, 2, 3];
for i in &mut some_vec {
*i *= 2;
}
println!("{:?}", some_vec); // [2, 4, 6]
If you really want the functional style, you can use the .for_each()
method:
let mut some_vec = vec![1, 2, 3];
some_vec.iter_mut().for_each(|i| *i *= 2);
println!("{:?}", some_vec); // [2, 4, 6]
Since Rust 1.21, the std::iter::Iterator
trait defines a for_each()
combinator which can be used to apply an operation to each element in the collection. It is eager (not lazy), so collect()
is not needed:
fn main() {
let mut vec = vec![1, 2, 3, 4, 5];
vec.iter_mut().for_each(|el| *el *= 2);
println!("{:?}", vec);
}
The above code prints [2, 4, 6, 8, 10]
to the console.
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