Ricardo Martins

Convenient and idiomatic conversions in Rust

Key takeaways

  • The traits in std::convert provide a uniform API for converting values to other types
  • From<T> and Into<U> are for conversions that cannot fail and consume the original value
  • From<T> for U converts a value of type T into one of type U
  • Into<U> for T inverts From<T>’s subject-object relationship
  • Implementing From<T> for U gives us an automatically derived Into<U> for T implementation
  • TryFrom<T> and TryInto<U> are the equivalent traits for conversions that may fail
  • AsRef<T> and AsMut<T> represent cheap reference-to-reference conversions, with some similarities to Borrow<T> and BorrowMut<T>


We all convert data from one representation to another with some regularity. There are several situations where this need pops up: converting a wide array of types into a more convenient type, converting “foreign” error types to our libraries’ error types, and encoding and decoding network packets of our custom protocols. The first situation is probably the most common. For instance, in some cases a plain Vec<T> is a convenient representation, so there are readily available ways to convert values of other types, such as VecDeque<T>, BinaryHeap<T>, &[T], and &str, into Vec<T>.

Naturally, there is more one way to convert types in Rust, each with advantages and disadvantages. We could:

You get the idea: there are myriad ways of converting types, but many of them suck. There has to be a better way!

In this article, we’ll explore how to do it in a more idiomatic way — and if you read the key takeaways you already know how 😉. The traits in the std::convert module — From<T>, Into<U>, TryFrom<T>, TryInto<U>, AsRef<U>, and AsMut<U> — have this exact purpose. Those traits provide a uniform API for type conversion, and we’ll be exploring how we can leverage them to achieve a consistent and ergonomic API. Once you know about them, you’ll start noticing them everywhere in the documentation. I hope that, by the end of this article you’ll probably appreciate them as much as I do.

From and Into

From<T> represents the conversion of a value of type T into a target type (impl From<T> for TargetType). This conversion may or may not be computationally expensive, but we can usually assume it isn’t cheap. Let’s have a look at its definition:

#[stable(feature = "rust1", since = "1.0.0")]
pub trait From<T>: Sized {
    /// Performs the conversion.
    #[stable(feature = "rust1", since = "1.0.0")]
    fn from(T) -> Self;

From<T> contains a single method signature, from(), which we’ll have to implement to perform the conversion. Inspecting from()’s signature, we can tell that it moves (or consumes) the argument. Its return value, Self, also clues us in to the fact that the conversion may not fail. Later in this article, we’ll look into TryFrom<T> for conversions that may fail. From<T> is also a reflexive trait, which means that conversion of a value into its own type (From<T> for T) is implemented and returns the argument without modification.

Reading on, we arrive at the symmetrical companion trait of From, Into<T>. Like From, Into has a short definition:

#[stable(feature = "rust1", since = "1.0.0")]
pub trait Into<T>: Sized {
    /// Performs the conversion.
    #[stable(feature = "rust1", since = "1.0.0")]
    fn into(self) -> T;

As we can see in the definition, Into::into() consumes self and returns T, the opposite of From::from(), which consumes an argument T and returning Self. Compare both ways of converting values:

// `from` can be called from either the `From` trait or the target type.
// Calling from the target type makes our intention clearer.
let converted_value = From::from(original_value);
let converted_value = TargetType::from(original_value);

// `into` is usually called directly on the original value, but we can
// also call it from the Into trait or the source type:
let converted_value = original_value.into();
let converted_value = Into::into(original_value);

While From::from() focuses on the target type, Into::into() focuses on the original value; yet both express the same conversion. All the conversions above are equivalent, choosing one of them is a matter of taste. Personally, I prefer using TargetType::from(value) and value.into(). The former makes our intention clearer, while the latter is shorter than Into::into(value). Note that we might need to add type annotations to disambiguate the intended target type if we opt any form other than TargetType::from(), which clearly indicates it.

A nice thing about implementing From<T> for U is that it implies Into<U> for T, which means we get an automatic Into implementation for free (the opposite isn’t true):

// From implies Into
#[stable(feature = "rust1", since = "1.0.0")]
impl<T, U> Into<U> for T where U: From<T> {
    fn into(self) -> U {

A secondary advantage of having an Into implementation (it doesn’t matter if it’s explicit or automatic) is that we can use it to broaden function arguments from a specific type to any type can be converted into the target type, as shown in the following example:

// Instead of targetting a specific type like this:
fn do_something(value: TargetType<T>) {
    // ...

// We can broaden the accepted types with the following:
fn do_something<U: Into<TargetType<T>>>(value: U) {
    let converted_value = value.into();
    // ...

Alright, that’s enough theory. A couple of examples will make it easier to understand how all this works in practice.

Example: SortedVec<T>

Suppose we have a sorted vector type, SortedVec<T>. Since it’s a general data structure, building a SortedVec<T> from slice- and list-like types makes sense, so we’ll implement those conversions:

/// Our simple sorted vector structure is just a wrapper around a Vec
struct SortedVec<T>(Vec<T>);

/// Converting slices into SortedVec is pretty much expected.
impl<'a, T: Ord + Clone> From<&'a [T]> for SortedVec<T> {
    fn from(slice: &[T]) -> Self {
        let mut vec = slice.to_owned();

/// Converting a Vec is also expected.
/// We can sort the vector in place and then put it inside SortedVec.
impl<T: Ord + Clone> From<Vec<T>> for SortedVec<T> {
    fn from(mut vec: Vec<T>) -> Self {

/// Converting a LinkedList also makes sense, but it has no
/// slice representation, so we'll have to rely on its iterator.
impl<T: Ord + Clone> From<LinkedList<T>> for SortedVec<T> {
    fn from(list: LinkedList<T>) -> Self {
        let mut vec: Vec<T> = list.iter().cloned().collect();

Now, you might protest that the conversion from Vec<T> is redundant, because we can get a slice from the vector and then convert the slice. That’s absolutely correct, dear reader. However, the implementation above avoids cloning the vector, and, in my opinion, hiding any intermediate steps leads to a more pleasant API.

As a result of the trait implementations above, we can call SortedVec::from() without caring if the argument is a slice, Vec or LinkedList.

let vec = vec![1u8, 2, 3];
// Convert a slice
let sorted = SortedVec::from(&vec[1..]);
// ... a vector
let sorted = SortedVec::from(vec);
// ... a linked list
let mut linked_list: LinkedList<u8> = LinkedList::new();
linked_list.extend(&[1, 2, 3]);
let sorted = SortedVec::from(linked_list);

We can also go in the opposite direction and implement conversions from SortedVec<T> into other types (for instance, into Vec<T>). However, there are some restrictions about implementing traits for non-local, generic types — check error 0210 and the related Rust RFC 1023. As a rule of thumb, if the non-local type isn’t generic over some type parameter, you can implement From for it.

Example: PacketType

Let’s take a different example. Suppose we are now implementing a library for a network protocol where the first byte in a packet header tells us the packet type. A reasonable solution is representing the packet types with an enumeration, where each variant maps to a packet type. For instance:

/// Represents a packet type.
/// Associated with each variant is its raw numeric representation.
enum PacketType {
    Data  = 0, // packet carries a data payload
    Fin   = 1, // signals the end of a connection
    State = 2, // signals acknowledgment of a packet
    Reset = 3, // forcibly terminates a connection
    Syn   = 4, // initiates a new connection with a peer

Given this representation, how shall we convert to and from the byte representation?

The traditional way, very common in C and C++ programs, is to simply cast the values from one type to another. That can also be done in Rust; for instance, converting PacketType::Data into a byte is as simple as PacketType::Data as u8. That seems to take care of encoding a PacketType into a byte representation, but we aren’t done yet.

Did you notice that each PacketType variant has an associated value? They define the variants’ representation in the generated code. If we followed the usual Rust style and didn’t assign the variants any values, the numeric representation of each variant would depend on the order they are declared, which can lead to errors if we simply cast enum variants into numeric types. A better way to convert the enum variants to the correct values is an explicit match:

impl From<PacketType> for u8 {
    fn from(original: PacketType) -> u8 {
        match original {
            PacketType::Data  => 0,
            PacketType::Fin   => 1,
            PacketType::State => 2,
            PacketType::Reset => 3,
            PacketType::Syn   => 4,

Pretty straightforward, right? Since the mapping from PacketType to u8 is contained in the implementation of From, we can remove the values assigned to PacketType’s variants, resulting in a cleaner enum definition.

What about the opposite conversion?

According to the Frequently Asked Questions, converting an enum into an integer can be achieved with a cast, as we saw. However, the opposite conversion can (and I argue that, in many cases, it should) be made with a match statement. For ease of use and better ergonomics, implementing From<T> for conversions in both directions is usually a good idea.

Casting a PacketType to u8 is generally safe and correct, with the caveats we saw before, because for every PacketType variant, there’s a corresponding representation compatible with u8. However, the reverse is decidedly not true: converting an u8 value without a corresponding PacketType variant is undefined behavior! Quoth the Rust reference:

Behavior considered undefined

  • Invalid values in primitive types, even in private fields/locals:
    • A discriminant in an enum not included in the type definition

Although we can map any PacketType variant into an u8 value, we can’t do the reverse and map any u8 into a PacketType: there are too many u8s and not enough PacketTypes!

So for the u8 to PacketType conversion, we can’t simply match on u8 value and return the appropriate PacketType variant like we did for the opposite conversion. We need a way to signal that the conversion failed, but calling panic!() is not an acceptable option. We need a fallible From.

“Do or do not; there is no Try

We saw that the conversions made by From and Into must not fail. However, sometimes we deal with types that don’t fully map onto one another, so we need fallible versions of those traits. Fortunately, there’s both TryFrom and TryInto, which return a Result<TargetType, ErrorType>. Both live in std::convert along with their infallible siblings, but their exact details and implications are still under debate, which means they’re still marked as unstable. To use them, we can restrict ourselves to the nightly version of the compiler, use the try_from crate, or paste their definitions somewhere in our crates (they’re really short).

Let’s have a look at TryFrom’s definition (as of Rust 1.10.0):

#[unstable(feature = "try_from", issue = "33417")]
pub trait TryFrom<T>: Sized {
    /// The type returned in the event of a conversion error.
    type Err;

    /// Performs the conversion.
    fn try_from(T) -> Result<Self, Self::Err>;

First we have a stability attribute marking the trait as unstable, followed by the trait definition itself. We can see it has an associated type, Err, for the cases where the conversion fails. As expected, we have a try_from method instead of from, which returns Result<Self, Self::Err> instead of Self.

Keeping with our example, we would have:

impl TryFrom<u8> for PacketType {
    type Err = ParseError;
    fn try_from(original: u8) -> Result<Self, Self::Err> {
        match original {
            0 => Ok(PacketType::Data),
            1 => Ok(PacketType::Fin),
            2 => Ok(PacketType::State),
            3 => Ok(PacketType::Reset),
            4 => Ok(PacketType::Syn),
            n => Err(ParseError::InvalidPacketType(n))

In this example, we return the corresponding PacketType variant for values which can be mapped and an error for the remaining ones. This error type preserves the original value, which is potentially useful for debugging purposes, but we could just discard it instead.

AsRef and AsMut

Last but not least, we’re going to examine the remaining traits in the std::convert module: AsRef<T> and AsMut<T>. Like the other traits in this module, they are used to implement conversions among types. However, whereas the other traits consume values and may perform costly operations, AsRef<T> and AsMut<T> are used to implement cheap, reference-to-reference conversions.

As you have probably guessed from their names, AsRef<T> converts an immutable reference to a value into another immutable reference, while AsMut<T> does the same for mutable references.

Since they’re both very similar, we’re going to explore them at the same time. Let’s start with their definitions:

#[stable(feature = "rust1", since = "1.0.0")]
pub trait AsRef<T: ?Sized> {
    /// Performs the conversion.
    #[stable(feature = "rust1", since = "1.0.0")]
    fn as_ref(&self) -> &T;

#[stable(feature = "rust1", since = "1.0.0")]
pub trait AsMut<T: ?Sized> {
    /// Performs the conversion.
    #[stable(feature = "rust1", since = "1.0.0")]
    fn as_mut(&mut self) -> &mut T;

Both take references to self and return references to the target type with the same mutability as self. Using these traits requires no more than calling as_ref() or as_mut() on a value, depending on which conversion we need, like so: value.as_ref().

Implementing AsRef<T> and AsMut<T> is sensible and easy when the source type is a wrapper around the target type, like the SortedVec<T> example we used before. Since SortedVec<T> relies on a Vec<T>, implementing both traits is painless:

/// SortedVec<T> is a tuple struct, containing a single Vec<T>.
struct SortedVec<T>(Vec<T>);

/// Implementing AsRef<Vec<T>> for SortedVec<T> only requires
/// returning a reference to SortedVec<T>'s single field.
impl<T> AsRef<Vec<T>> for SortedVec<T> {
    fn as_ref(&self) -> &Vec<T> {

/// Implementing AsMut<Vec<T>> is just as easy.
/// Note that this allows the user to mutate the underlying Vec
/// such that it's no longer sorted, so you might want to avoid
/// implementing this trait!
impl<T> AsMut<Vec<T>> for SortedVec<T> {
    fn as_mut(&mut self) -> &mut Vec<T> {
        &mut self.0

AsRef<T> and AsMut<T> also allow us to broaden the argument type from a specific reference type to any type that can be cheaply converted to the target reference type, just like Into<T>:

fn manipulate_vector<T, V: AsRef<Vec<T>>>(vec: V) -> Result<usize, ()> {
    // ...

// Now we can call `manipulate_vector` with a Vec<T> or anything that can
// be cheaply converted to Vec<T>, such as SortedVec<T>.
let sorted_vec = SortedVec::from(vec![1u8, 2, 3]);
match manipulate_vector(sorted_vec) {
    // ...

AsRef<T> and AsMut<T> are very similar to Borrow<T> and BorrowMut<T>, but semantically different. The Rust Programming Language Book discusses those differences in detail, but as a rule of thumb, we choose AsRef<T> and AsMut<T> when we want to convert references or when writing generic code, and Borrow<T> and BorrowMut<T> when we wish to disregard whether a value is owned or borrowed (for instance, we might want a value to have the same hash independently of it being owned or not).

There are a few interesting generic implementations for AsRef<T> and AsMut<T>:

// As lifts over &
#[stable(feature = "rust1", since = "1.0.0")]
impl<'a, T: ?Sized, U: ?Sized> AsRef<U> for &'a T where T: AsRef<U> {
    fn as_ref(&self) -> &U {
        <T as AsRef<U>>::as_ref(*self)

// As lifts over &mut
#[stable(feature = "rust1", since = "1.0.0")]
impl<'a, T: ?Sized, U: ?Sized> AsRef<U> for &'a mut T where T: AsRef<U> {
    fn as_ref(&self) -> &U {
        <T as AsRef<U>>::as_ref(*self)

// AsMut lifts over &mut
#[stable(feature = "rust1", since = "1.0.0")]
impl<'a, T: ?Sized, U: ?Sized> AsMut<U> for &'a mut T where T: AsMut<U> {
    fn as_mut(&mut self) -> &mut U {

Those generic implementations may look intimidating, but looks are deceiving. Reading them slowly, we can see the traits are implemented for references to types that implement AsRef<U> or AsMut<U> (&'a T where T: AsRef<U>, &'a mut T where T: AsRef<U> and &'a mut T where T: AsMut<U>). We can also see that every implementation dereferences the argument, which is a reference.

The result is rather useful: these trait implementations make references to references (to references to references…) behave as if they were simple, direct references. That is to say, they make multiple-level deep references such as &&&&vec (in the case of the first implementation) and &&&& mut vec (in the case of the second) equivalent to &vec, while the third implementation makes &mut &mut vec equivalent to &mut vec. After those conversions, any compatible conversions we explicitly implemented can be applied.

Closing thoughts

In this article we dove into std::convert and explored how we can use its traits — From<T>, Into<T>, TryFrom<T>, TryInto<T>, AsRef<T> and AsMut<T> — to achieve a uniform type conversion API. The table below summarizes the characteristics of those traits.

  receives returns can fail?
From<T> T Self
TryFrom<T> T Result<Self, E>
Into<T> self T
TryInto<T> self Result<T, E>
AsRef<T> &self &T
AsMut<T> &mut self &mut T

In short:

Now that you know about these traits, go ahead and use them in your crates. Your API will be more ergonomic and idiomatic, and its users will appreciate the convenience.

I hope you found this article useful! What should we explore next? Tell me on Twitter (@meqif) or send me an email (words@ricardomartins.cc). You can also discuss the article on reddit. If you don’t want to miss the next articles, sign up for my newsletter in the form below. 👇

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