In this post, I’ll talk about a pattern for extracting values from a weakly typed map. This pattern applies to all statically typed languages, and even to dynamically typed ones, but the post is rather Rust-specific.

I’ve put together a small crate which implements the pattern: If you want to skip all the blah-blah-blah, you can dig right into the code & docs :)

The problem

You have an untyped Map<String, Object> and you need to get a typed Foo out of it by the "foo" key. The untyped map is often some kind of configuration, like a JSON file, but it can be a real map with type-erased Any objects as well.

In the common case of statically known configuration, the awesome solution that Rust offers is serde. You stick derive(Deserialize) in front of the Config struct and read it from JSON, YML, TOML or even just environment variables!

struct Config {
    foo: Foo

fn parse_config(data: &str) -> Result<Config> {
    let config = serde_json::from_str(data)?;

However, occasionally you can’t use serde. Some of the cases where this might happen are:

  • merging configuration from several sources, which requires writing a non-trivial serde deserializer,

  • lazy deserialization, when you don’t want to care about invalid values until you actually use them,

  • extensible plugin architecture, where various independent modules contribute options to a shared global config, and so the shape of the config is not known upfront.

  • you are working with Any objects or otherwise don’t do serialization per se.

Typical solutions

The simplest approach here is to just grab an untyped object using a string literal and specify its type on the call site:

impl Config {
    fn get<T: Deserialize>(&self, key: &str) -> Result<T> {
        let json_value ="key")
            .ok_or_else(|| bail!("key is missing: `{}`", key))?;


let foo = config.get::<Foo>("foo")?;

I actually think that this is a fine approach as long as such snippets are confined within a single module.

One possible way to make it better is to extract "foo" constant to a variable:

const FOO: &str = "foo";


let foo = config.get::<Foo>(FOO)?;

This does bring certain benefits:

  • fewer places to make a typo in,
  • behaviour is moved from the code (.get("foo")) into data (const FOO), which makes it easier to reason about the code (at a glance, you can see all available config option and get an idea why they might be useful),
  • there’s now an obvious place to document keys: write a doc-comment for a constant.

While great in theory, I personally feel that this usually brings little tangible benefit in most cases, especially if some constants are used only once. This is the case where the implementation, a literal "foo", is more clear than the abstraction, a constant FOO.

Adding types

However, the last pattern can become much more powerful and interesting if we associate types with string constants. The idea is to encode that the "foo" key can be used to extract an object of type Foo, and make it impossible to use it for, say, Vec<String>. To do this, we’ll need a pinch of PhantomData:

pub struct Key<T> {
    name: &'static str,
    marker: PhantomData<T>,

impl<T> Key<T> {
    pub const fn new(name: &'static str) -> Key<T> {
        Key { name, marker: PhantomData }
    pub fn name(&self) -> &'static str {

Now, we can add type knowledge to the "foo" literal:

const FOO: Key<Foo> = Key::new("foo");

And we can take advantage of this in the get method:

impl Config {
    fn get<T: Deserialize>(&self, key: Key<T>) -> Result<T> {
        let json_value =
            .ok_or_else(|| bail!("key is missing: `{}`", key))?;


let foo = config.get(FOO)?;

Note how we were able to get rid of the turbofish at the call-site! Moreover, the understandably aspect of the previous pattern is also enhanced: if you know both the type and the name of the config option, you can pretty reliably predict how it is going to be used.

Pattern in the wild

I’ve first encountered this pattern in IntelliJ code. It uses UserDataHolder, which is basically Map<String, Object>, everywhere. It helps plugin authors to extend built-in objects in crazy ways but is rather hard to reason about, and type-safety improves the situation a lot. I’ve also changed Exonum’s config to employ this pattern in this PR. It also was a case of plugin extensible, where an upfront definition of all configuration option is impossible.

Finally, I’ve written a small crate for this typed_key :)

Discussion on /r/rust.