cysk:: serde:: Script
Crates You Should Know: Serde
Hello, I’m Chris Krycho, and this is New Rustacean: a show about the Rust programming language and the people who use it. This is Crates You Should Know: Serde.
It’s actually kind of amazing to me that we’re two and a half years into the show before I finally get around to talking about Serde. It’s been mentioned on the show repeatedly, and it’s one of the absolute core building blocks of the Rust ecosystem, and it’s frankly just a really impressive piece of software in its own right – inside the Rust ecosystem or outside. So now we’re going to do a solid dive into the library’s purpose, approach, and (at a high level) APIs!
Serde is a library for serialization and deserialization of data – data of all sorts. The name is just a mashup of the first syllable of serialization and deserialization - ‘s’ ‘e’ ‘r’ from serialization and ‘d’ ‘e’ from deserialization.
One thing that distinguishes Serde from e.g. the JSON-to-data-structure implementation in your other favorite language is that most of the time, the serialization and deserialization that happens, and really the data layer transformations of any sort (including for ORMs) are done at runtime, by mapping over the supplied data structure. Serde and Rust obviously still have to do some work at runtime, but that work is a lot narrower in scope, because they use Rust’s types and Serde’s traits to avoid any runtime attribute tagging or reflection. As is often the case with this kind of trait-driven programming, the compiler can often optimize it down to the same kind of performance you’d get by hand-writing a serializer... but as we’ll cover in a moment, you pretty much never have to hand-write serializers!
The current list of supported formats for serialization and deserialization is pretty long! Among others, you can serialize and/or deserialize to JSON, YAML, MessagePack, TOML, Pickle (from Python), URL, and XML. (And there are more!)
Using Serde as a consumer
Serde, as you might expect, leans heavily on a few core traits:
Deserialize. And, happily, these are traits you’ll only very rarely need to implement yourself. Courtesy of Rust’s support for custom derives—which Sean Griffin and I talked about a bit in our discussion of Diesel 1.0. For Serde, you can take essentially any data type you can define in Rust and simply use the
derive attribute by writing
#[derive(Serialize, Deserializer)] in front of any type you define. In a few rare occasions, you’ll need to write the implementations yourself (and the really excellent docs have you covered in that case), but usually you’ll just derive these traits automatically.
To make that work, you’ll need to make a couple tweaks to your project besides adding Serde itself to the dependency list.
serde_deriveto your Cargo.toml. It’s an optional dependency of Serde—and it’s probably safe to say it’s usually installed alongside it! But if you happen to be in a scenario where you’re not going to be using the derives, you don’t have to install it.
Add the dependencies for the target format you want to use—again, Serde breaks out its support for each format into its own crate. This keeps your build size down: there’s no reason to include, say,
serde_yamlif you’re only targeting JSON.
lib.rsfile—depending on whether you’re building an application or a library—add the top-level attribute to include the custom derive macro:
#[macro_use] extern crate serde_derive.
And that’s it! You can now derive
Deserialize, or both on any
enum you need to serializer or deserialize.
Once you’ve set up a data type with the relevant attributes, you can serialize and deserialize them by using the main functions a Serde target library supplies. The most common ones are:
ser::to_string: the function for serializing a given Rust item into a string of a given format
de::from_string: the function for deserializing a string of a given format into a Rust item
For other target formats, you’d see different names—if the Serde library you were using targeted binary buffers, for example, it would be
Once you have the basic configuration all set up, you can start using those functions with your types.
camelCase—lowercase first letter, capitalized first letter of all words following in a name—but since it’s normal for Rust fields to be
snake_case—all lowercase, separating words in a name with underscores—you can use Serde’s
rename_all container attribute. You can also skip fields and variants entirely, or define custom functions to serialize and deserialize them.
In short, Serde has really good defaults but also the flexibility to do most of what you need via attributes if the defaults don’t match your specific scenario... and the ability to just write your own specific
Deserialize implementation yourself if even those don’t get you far enough.
Using Serde as a producer
The other use case for Serde is creating support for a new source for deserialization and target for serialization. As I noted earlier, Serde already supports a wide array of target formats. However, there are cases where you might need to write your own format for a given data representation type, or for a given protocol for transmission. In that case, you can implement your own serializer and deserializer plugin library, just like the existing libraries like
Serde—as its docs emphasize!—is not a parsing library. Its functionality is specifically for converting data to or from a given, already-parsed format and Rust data structures. So, for example,
serde_json parses the JSON itself, iterating through a buffer of bytes, and likewise actually generates the JSON itself (including supplying a variety of options for how you print the JSON).
The API you have to implement is not large, and it is well-documented. For any given data type, you have to implement the
Deserialize traits (depending on what you’re doing), and conventionally you should also supply
from_ functions, like
from_str for serializing and deserializing
&str string buffers, or
from_bytes for serializing and deserializing directly to
&[u8] bytes buffers.
I’m not going to try to talk through everything involved in writing your own implementation; that would quickly involve far too much trying to describe code aloud, and I do enough of that in this podcast! Instead, if you’re interested in seeing a really quite straightforward and relatively easy to understand example, I recommend blocking out a couple hours and reading through the
serde_json implementation. You’ll probably learn a lot!
So that’s Serde! If you need to serialize or deserialize stuff in Rust… this is where it’s at!
Thanks, as always, to all of this month's sponsors. Contributors who gave at least $10 included:
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