Sometimes it is useful to wrap up a function and free variables for better clarity and reuse. The free variables that can be used come from the enclosing scope and are ‘closed over’ when used in the function. From this, we get the name ‘closures’ and Rust provides a really great implementation of them, as we’ll see.
Closures look like this:
fn main() { let plus_one = |x: i32| x + 1; assert_eq!(2, plus_one(1)); }let plus_one = |x: i32| x + 1; assert_eq!(2, plus_one(1));
We create a binding, plus_one, and assign it to a closure. The closure’s
arguments go between the pipes (|), and the body is an expression, in this
case, x + 1. Remember that { } is an expression, so we can have multi-line
closures too:
let plus_two = |x| { let mut result: i32 = x; result += 1; result += 1; result }; assert_eq!(4, plus_two(2));
You’ll notice a few things about closures that are a bit different from regular
named functions defined with fn. The first is that we did not need to
annotate the types of arguments the closure takes or the values it returns. We
can:
let plus_one = |x: i32| -> i32 { x + 1 }; assert_eq!(2, plus_one(1));
But we don’t have to. Why is this? Basically, it was chosen for ergonomic reasons. While specifying the full type for named functions is helpful with things like documentation and type inference, the full type signatures of closures are rarely documented since they’re anonymous, and they don’t cause the kinds of error-at-a-distance problems that inferring named function types can.
The second is that the syntax is similar, but a bit different. I’ve added spaces here for easier comparison:
fn main() { fn plus_one_v1 (x: i32) -> i32 { x + 1 } let plus_one_v2 = |x: i32| -> i32 { x + 1 }; let plus_one_v3 = |x: i32| x + 1 ; }fn plus_one_v1 (x: i32) -> i32 { x + 1 } let plus_one_v2 = |x: i32| -> i32 { x + 1 }; let plus_one_v3 = |x: i32| x + 1 ;
Small differences, but they’re similar.
The environment for a closure can include bindings from its enclosing scope in addition to parameters and local bindings. It looks like this:
fn main() { let num = 5; let plus_num = |x: i32| x + num; assert_eq!(10, plus_num(5)); }let num = 5; let plus_num = |x: i32| x + num; assert_eq!(10, plus_num(5));
This closure, plus_num, refers to a let binding in its scope: num. More
specifically, it borrows the binding. If we do something that would conflict
with that binding, we get an error. Like this one:
let mut num = 5; let plus_num = |x: i32| x + num; let y = &mut num;
Which errors with:
error: cannot borrow `num` as mutable because it is also borrowed as immutable
let y = &mut num;
^~~
note: previous borrow of `num` occurs here due to use in closure; the immutable
borrow prevents subsequent moves or mutable borrows of `num` until the borrow
ends
let plus_num = |x| x + num;
^~~~~~~~~~~
note: previous borrow ends here
fn main() {
let mut num = 5;
let plus_num = |x| x + num;
let y = &mut num;
}
^
A verbose yet helpful error message! As it says, we can’t take a mutable borrow
on num because the closure is already borrowing it. If we let the closure go
out of scope, we can:
let mut num = 5; { let plus_num = |x: i32| x + num; } // plus_num goes out of scope, borrow of num ends let y = &mut num;
If your closure requires it, however, Rust will take ownership and move the environment instead. This doesn’t work:
fn main() { let nums = vec![1, 2, 3]; let takes_nums = || nums; println!("{:?}", nums); }let nums = vec![1, 2, 3]; let takes_nums = || nums; println!("{:?}", nums);
We get this error:
note: `nums` moved into closure environment here because it has type
`[closure(()) -> collections::vec::Vec<i32>]`, which is non-copyable
let takes_nums = || nums;
^~~~~~~
Vec<T> has ownership over its contents, and therefore, when we refer to it
in our closure, we have to take ownership of nums. It’s the same as if we’d
passed nums to a function that took ownership of it.
move closuresWe can force our closure to take ownership of its environment with the move
keyword:
let num = 5; let owns_num = move |x: i32| x + num;
Now, even though the keyword is move, the variables follow normal move semantics.
In this case, 5 implements Copy, and so owns_num takes ownership of a copy
of num. So what’s the difference?
let mut num = 5; { let mut add_num = |x: i32| num += x; add_num(5); } assert_eq!(10, num);
So in this case, our closure took a mutable reference to num, and then when
we called add_num, it mutated the underlying value, as we’d expect. We also
needed to declare add_num as mut too, because we’re mutating its
environment.
If we change to a move closure, it’s different:
let mut num = 5; { let mut add_num = move |x: i32| num += x; add_num(5); } assert_eq!(5, num);
We only get 5. Rather than taking a mutable borrow out on our num, we took
ownership of a copy.
Another way to think about move closures: they give a closure its own stack
frame. Without move, a closure may be tied to the stack frame that created
it, while a move closure is self-contained. This means that you cannot
generally return a non-move closure from a function, for example.
But before we talk about taking and returning closures, we should talk some more about the way that closures are implemented. As a systems language, Rust gives you tons of control over what your code does, and closures are no different.
Rust’s implementation of closures is a bit different than other languages. They are effectively syntax sugar for traits. You’ll want to make sure to have read the traits section before this one, as well as the section on trait objects.
Got all that? Good.
The key to understanding how closures work under the hood is something a bit
strange: Using () to call a function, like foo(), is an overloadable
operator. From this, everything else clicks into place. In Rust, we use the
trait system to overload operators. Calling functions is no different. We have
three separate traits to overload with:
pub trait Fn<Args> : FnMut<Args> { extern "rust-call" fn call(&self, args: Args) -> Self::Output; } pub trait FnMut<Args> : FnOnce<Args> { extern "rust-call" fn call_mut(&mut self, args: Args) -> Self::Output; } pub trait FnOnce<Args> { type Output; extern "rust-call" fn call_once(self, args: Args) -> Self::Output; }
You’ll notice a few differences between these traits, but a big one is self:
Fn takes &self, FnMut takes &mut self, and FnOnce takes self. This
covers all three kinds of self via the usual method call syntax. But we’ve
split them up into three traits, rather than having a single one. This gives us
a large amount of control over what kind of closures we can take.
The || {} syntax for closures is sugar for these three traits. Rust will
generate a struct for the environment, impl the appropriate trait, and then
use it.
Now that we know that closures are traits, we already know how to accept and return closures: the same as any other trait!
This also means that we can choose static vs dynamic dispatch as well. First, let’s write a function which takes something callable, calls it, and returns the result:
fn main() { fn call_with_one<F>(some_closure: F) -> i32 where F : Fn(i32) -> i32 { some_closure(1) } let answer = call_with_one(|x| x + 2); assert_eq!(3, answer); }fn call_with_one<F>(some_closure: F) -> i32 where F : Fn(i32) -> i32 { some_closure(1) } let answer = call_with_one(|x| x + 2); assert_eq!(3, answer);
We pass our closure, |x| x + 2, to call_with_one. It does what it
suggests: it calls the closure, giving it 1 as an argument.
Let’s examine the signature of call_with_one in more depth:
fn call_with_one<F>(some_closure: F) -> i32
We take one parameter, and it has the type F. We also return a i32. This part
isn’t interesting. The next part is:
where F : Fn(i32) -> i32 {
Because Fn is a trait, we can bound our generic with it. In this case, our
closure takes a i32 as an argument and returns an i32, and so the generic
bound we use is Fn(i32) -> i32.
There’s one other key point here: because we’re bounding a generic with a trait, this will get monomorphized, and therefore, we’ll be doing static dispatch into the closure. That’s pretty neat. In many languages, closures are inherently heap allocated, and will always involve dynamic dispatch. In Rust, we can stack allocate our closure environment, and statically dispatch the call. This happens quite often with iterators and their adapters, which often take closures as arguments.
Of course, if we want dynamic dispatch, we can get that too. A trait object handles this case, as usual:
fn main() { fn call_with_one(some_closure: &Fn(i32) -> i32) -> i32 { some_closure(1) } let answer = call_with_one(&|x| x + 2); assert_eq!(3, answer); }fn call_with_one(some_closure: &Fn(i32) -> i32) -> i32 { some_closure(1) } let answer = call_with_one(&|x| x + 2); assert_eq!(3, answer);
Now we take a trait object, a &Fn. And we have to make a reference
to our closure when we pass it to call_with_one, so we use &||.
A function pointer is kind of like a closure that has no environment. As such, you can pass a function pointer to any function expecting a closure argument, and it will work:
fn main() { fn call_with_one(some_closure: &Fn(i32) -> i32) -> i32 { some_closure(1) } fn add_one(i: i32) -> i32 { i + 1 } let f = add_one; let answer = call_with_one(&f); assert_eq!(2, answer); }fn call_with_one(some_closure: &Fn(i32) -> i32) -> i32 { some_closure(1) } fn add_one(i: i32) -> i32 { i + 1 } let f = add_one; let answer = call_with_one(&f); assert_eq!(2, answer);
In this example, we don’t strictly need the intermediate variable f,
the name of the function works just fine too:
let answer = call_with_one(&add_one);
It’s very common for functional-style code to return closures in various situations. If you try to return a closure, you may run into an error. At first, it may seem strange, but we’ll figure it out. Here’s how you’d probably try to return a closure from a function:
fn main() { fn factory() -> (Fn(i32) -> i32) { let num = 5; |x| x + num } let f = factory(); let answer = f(1); assert_eq!(6, answer); }fn factory() -> (Fn(i32) -> i32) { let num = 5; |x| x + num } let f = factory(); let answer = f(1); assert_eq!(6, answer);
This gives us these long, related errors:
error: the trait bound `core::ops::Fn(i32) -> i32 : core::marker::Sized` is not satisfied [E0277]
fn factory() -> (Fn(i32) -> i32) {
^~~~~~~~~~~~~~~~
note: `core::ops::Fn(i32) -> i32` does not have a constant size known at compile-time
fn factory() -> (Fn(i32) -> i32) {
^~~~~~~~~~~~~~~~
error: the trait bound `core::ops::Fn(i32) -> i32 : core::marker::Sized` is not satisfied [E0277]
let f = factory();
^
note: `core::ops::Fn(i32) -> i32` does not have a constant size known at compile-time
let f = factory();
^
In order to return something from a function, Rust needs to know what
size the return type is. But since Fn is a trait, it could be various
things of various sizes: many different types can implement Fn. An easy
way to give something a size is to take a reference to it, as references
have a known size. So we’d write this:
fn factory() -> &(Fn(i32) -> i32) { let num = 5; |x| x + num } let f = factory(); let answer = f(1); assert_eq!(6, answer);
But we get another error:
error: missing lifetime specifier [E0106]
fn factory() -> &(Fn(i32) -> i32) {
^~~~~~~~~~~~~~~~~
Right. Because we have a reference, we need to give it a lifetime. But
our factory() function takes no arguments, so
elision doesn’t kick in here. Then what
choices do we have? Try 'static:
fn factory() -> &'static (Fn(i32) -> i32) { let num = 5; |x| x + num } let f = factory(); let answer = f(1); assert_eq!(6, answer);
But we get another error:
error: mismatched types:
expected `&'static core::ops::Fn(i32) -> i32`,
found `[closure@<anon>:7:9: 7:20]`
(expected &-ptr,
found closure) [E0308]
|x| x + num
^~~~~~~~~~~
This error is letting us know that we don’t have a &'static Fn(i32) -> i32,
we have a [closure@<anon>:7:9: 7:20]. Wait, what?
Because each closure generates its own environment struct and implementation
of Fn and friends, these types are anonymous. They exist solely for
this closure. So Rust shows them as closure@<anon>, rather than some
autogenerated name.
The error also points out that the return type is expected to be a reference,
but what we are trying to return is not. Further, we cannot directly assign a
'static lifetime to an object. So we'll take a different approach and return
a ‘trait object’ by Boxing up the Fn. This almost works:
fn factory() -> Box<Fn(i32) -> i32> { let num = 5; Box::new(|x| x + num) } let f = factory(); let answer = f(1); assert_eq!(6, answer);
There’s just one last problem:
error: closure may outlive the current function, but it borrows `num`,
which is owned by the current function [E0373]
Box::new(|x| x + num)
^~~~~~~~~~~
Well, as we discussed before, closures borrow their environment. And in this
case, our environment is based on a stack-allocated 5, the num variable
binding. So the borrow has a lifetime of the stack frame. So if we returned
this closure, the function call would be over, the stack frame would go away,
and our closure is capturing an environment of garbage memory! With one last
fix, we can make this work:
fn factory() -> Box<Fn(i32) -> i32> { let num = 5; Box::new(move |x| x + num) } fn main() { let f = factory(); let answer = f(1); assert_eq!(6, answer); }
By making the inner closure a move Fn, we create a new stack frame for our
closure. By Boxing it up, we’ve given it a known size, allowing it to
escape our stack frame.