2015-04-01 00:16:15 -05:00
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Serde Rust Serialization Framework
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==================================
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2014-09-07 03:30:58 -05:00
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2015-04-26 20:37:18 -05:00
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[![Build Status](https://api.travis-ci.org/serde-rs/serde.png?branch=master)](https://travis-ci.org/serde-rs/serde)
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2015-08-29 23:09:12 -05:00
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[![Coverage Status](https://coveralls.io/repos/serde-rs/serde/badge.svg?branch=master&service=github)](https://coveralls.io/github/serde-rs/serde?branch=master)
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2015-04-26 20:37:18 -05:00
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[![Latest Version](https://img.shields.io/crates/v/serde.svg)](https://crates.io/crates/serde)
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2014-09-07 03:30:58 -05:00
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2015-04-01 00:16:15 -05:00
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Serde is a powerful framework that enables serialization libraries to
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generically serialize Rust data structures without the overhead of runtime type
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information. In many situations, the handshake protocol between serializers and
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2015-04-01 23:59:37 -05:00
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serializees can be completely optimized away, leaving Serde to perform roughly
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the same speed as a hand written serializer for a specific type.
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2015-08-09 18:37:01 -05:00
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Documentation is available at:
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* [serde](https://serde-rs.github.io/serde/serde/serde/index.html)
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* [serde\_json](https://serde-rs.github.io/serde/serde_json/serde_json/index.html)
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* [serde\_codegen](https://serde-rs.github.io/serde/serde_codegen/serde_codegen/index.html)
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2015-09-07 15:10:23 -05:00
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Using Serde with Nightly Rust and serde\_macros
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===============================================
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2015-08-09 18:37:01 -05:00
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Here is a simple example that demonstrates how to use Serde by serializing and
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deserializing to JSON. Serde comes with some powerful code generation libraries
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that work with Stable and Nightly Rust that eliminate much of the complexity of
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hand rolling serialization and deserialization for a given type. First lets see
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how we would use Nightly Rust, which is currently a bit simpler than Stable
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Rust:
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`Cargo.toml`:
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```toml
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[package]
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name = "serde_example_nightly"
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version = "0.1.0"
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authors = ["Erick Tryzelaar <erick.tryzelaar@gmail.com>"]
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[dependencies]
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serde = "*"
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serde_json = "*"
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serde_macros = "*"
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```
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2015-04-01 00:16:15 -05:00
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2015-08-09 18:37:01 -05:00
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`src/main.rs`
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2014-09-08 00:15:16 -05:00
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```rust
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#![feature(custom_derive, plugin)]
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#![plugin(serde_macros)]
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extern crate serde;
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extern crate serde_json;
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#[derive(Serialize, Deserialize, Debug)]
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struct Point {
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x: i32,
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y: i32,
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}
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fn main() {
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let point = Point { x: 1, y: 2 };
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let serialized = serde_json::to_string(&point).unwrap();
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println!("{}", serialized);
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2015-08-28 10:27:03 -05:00
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let deserialized: Point = serde_json::from_str(&serialized).unwrap();
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println!("{:?}", deserialized);
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}
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```
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When run, it produces:
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```
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% cargo run
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{"x":1,"y":2}
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Point { x: 1, y: 2 }
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```
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2015-09-07 15:10:23 -05:00
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Using Serde with Stable Rust, syntex, and serde\_codegen
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========================================================
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2015-08-09 18:37:01 -05:00
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Stable Rust is a little more complicated because it does not yet support
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compiler plugins. Instead we need to use the code generation library
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[syntex](https://github.com/erickt/rust-syntex) for this:
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```toml
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[package]
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name = "serde_example"
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version = "0.1.0"
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authors = ["Erick Tryzelaar <erick.tryzelaar@gmail.com>"]
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build = "build.rs"
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[build-dependencies]
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serde_codegen = "*"
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syntex = "*"
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[dependencies]
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serde = "*"
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serde_json = "*"
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```
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`src/main.rs`:
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```rust
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extern crate serde;
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extern crate serde_json;
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2015-08-09 18:37:01 -05:00
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include!(concat!(env!("OUT_DIR"), "/main.rs"));
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```
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`src/main.rs.in`:
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2015-08-09 18:37:01 -05:00
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```rust
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#[derive(Serialize, Deserialize, Debug)]
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struct Point {
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x: i32,
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y: i32,
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}
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fn main() {
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let point = Point { x: 1, y: 2 };
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let serialized = serde_json::to_string(&point).unwrap();
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println!("{}", serialized);
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2015-08-28 10:27:03 -05:00
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let deserialized: Point = serde_json::from_str(&serialized).unwrap();
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2015-08-09 18:37:01 -05:00
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println!("{:?}", deserialized);
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}
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```
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2015-04-01 00:16:15 -05:00
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2015-08-09 18:37:01 -05:00
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This also produces:
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```
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% cargo run
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{"x":1,"y":2}
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Point { x: 1, y: 2 }
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```
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While this works well with Stable Rust, be aware that the error locations
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currently are reported in the generated file instead of in the source file. You
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may find it easier to develop with Nightly Rust and `serde\_macros`, then
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deploy with Stable Rust and `serde_codegen`. It's possible to combine both
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approaches in one setup:
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`Cargo.toml`:
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```toml
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[package]
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name = "serde_example"
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version = "0.1.0"
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authors = ["Erick Tryzelaar <erick.tryzelaar@gmail.com>"]
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build = "build.rs"
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[features]
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default = ["serde_codegen"]
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nightly = ["serde_macros"]
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[build-dependencies]
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serde_codegen = { version = "*", optional = true }
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syntex = "*"
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[dependencies]
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serde = "*"
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serde_json = "*"
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serde_macros = { version = "*", optional = true }
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```
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`build.rs`:
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```rust
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#[cfg(not(feature = "serde_macros"))]
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mod inner {
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extern crate syntex;
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extern crate serde_codegen;
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2015-08-09 18:37:01 -05:00
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use std::env;
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use std::path::Path;
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2015-08-09 18:37:01 -05:00
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pub fn main() {
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let out_dir = env::var_os("OUT_DIR").unwrap();
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2015-08-09 18:37:01 -05:00
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let src = Path::new("src/main.rs.in");
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let dst = Path::new(&out_dir).join("main.rs");
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2015-08-09 18:37:01 -05:00
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let mut registry = syntex::Registry::new();
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serde_codegen::register(&mut registry);
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registry.expand("", &src, &dst).unwrap();
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}
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}
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#[cfg(feature = "serde_macros")]
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mod inner {
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pub fn main() {}
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}
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fn main() {
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inner::main();
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}
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```
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2015-08-09 18:37:01 -05:00
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`src/main.rs`:
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```rust
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#![cfg_attr(feature = "serde_macros", feature(custom_derive, plugin))]
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#![cfg_attr(feature = "serde_macros", plugin(serde_macros))]
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2015-08-09 18:37:01 -05:00
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extern crate serde;
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extern crate serde_json;
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#[cfg(feature = "serde_macros")]
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include!("main.rs.in");
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2015-08-09 18:37:01 -05:00
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#[cfg(not(feature = "serde_macros"))]
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include!(concat!(env!("OUT_DIR"), "/main.rs"));
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```
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2015-08-09 18:37:01 -05:00
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The `src/main.rs.in` is the same as before.
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2015-09-07 15:10:23 -05:00
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Then to run with stable:
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```
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% cargo build
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...
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```
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Or with nightly:
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```rust
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% cargo build --features nightly --no-default-features
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...
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2015-04-01 23:59:37 -05:00
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Serialization without Macros
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============================
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Under the covers, Serde extensively uses the Visitor pattern to thread state
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between the
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[Serializer](http://serde-rs.github.io/serde/serde/ser/trait.Serializer.html)
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and
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[Serialize](http://serde-rs.github.io/serde/serde/ser/trait.Serialize.html)
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without the two having specific information about each other's concrete type.
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This has many of the same benefits as frameworks that use runtime type
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information without the overhead. In fact, when compiling with optimizations,
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Rust is able to remove most or all the visitor state, and generate code that's
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nearly as fast as a hand written serializer format for a specific type.
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To see it in action, lets look at how a simple type like `i32` is serialized.
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The
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[Serializer](http://serde-rs.github.io/serde/serde/ser/trait.Serializer.html)
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is threaded through the type:
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```rust
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impl serde::Serialize for i32 {
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fn serialize<S>(&self, serializer: &mut S) -> Result<(), S::Error>
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where S: serde::Serializer,
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{
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serializer.visit_i32(*self)
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}
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}
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```
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As you can see it's pretty simple. More complex types like `BTreeMap` need to
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pass a
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[MapVisitor](http://serde-rs.github.io/serde/serde/ser/trait.MapVisitor.html)
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to the
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[Serializer](http://serde-rs.github.io/serde/serde/ser/trait.Serializer.html)
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in order to walk through the type:
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```rust
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impl<K, V> Serialize for BTreeMap<K, V>
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where K: Serialize + Ord,
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V: Serialize,
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{
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#[inline]
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fn serialize<S>(&self, serializer: &mut S) -> Result<(), S::Error>
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where S: Serializer,
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{
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serializer.visit_map(MapIteratorVisitor::new(self.iter(), Some(self.len())))
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}
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}
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pub struct MapIteratorVisitor<Iter> {
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iter: Iter,
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len: Option<usize>,
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}
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impl<K, V, Iter> MapIteratorVisitor<Iter>
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where Iter: Iterator<Item=(K, V)>
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{
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#[inline]
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pub fn new(iter: Iter, len: Option<usize>) -> MapIteratorVisitor<Iter> {
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MapIteratorVisitor {
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iter: iter,
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len: len,
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}
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}
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}
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2015-04-01 23:59:37 -05:00
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impl<K, V, I> MapVisitor for MapIteratorVisitor<I>
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where K: Serialize,
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V: Serialize,
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I: Iterator<Item=(K, V)>,
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{
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#[inline]
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fn visit<S>(&mut self, serializer: &mut S) -> Result<Option<()>, S::Error>
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where S: Serializer,
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{
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match self.iter.next() {
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Some((key, value)) => {
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let value = try!(serializer.visit_map_elt(key, value));
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Ok(Some(value))
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}
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None => Ok(None)
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}
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}
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#[inline]
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fn len(&self) -> Option<usize> {
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self.len
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}
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}
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```
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Serializing structs follow this same pattern. In fact, structs are represented
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as a named map. Its visitor uses a simple state machine to iterate through all
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the fields:
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```rust
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2015-09-07 15:10:23 -05:00
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extern crate serde;
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2015-04-01 23:59:37 -05:00
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struct Point {
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x: i32,
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y: i32,
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}
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2015-04-01 00:16:15 -05:00
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|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
impl serde::Serialize for Point {
|
|
|
|
fn serialize<S>(&self, serializer: &mut S) -> Result<(), S::Error>
|
|
|
|
where S: serde::Serializer
|
|
|
|
{
|
2015-07-04 14:11:20 -05:00
|
|
|
serializer.visit_struct("Point", PointMapVisitor {
|
2015-04-01 00:16:15 -05:00
|
|
|
value: self,
|
|
|
|
state: 0,
|
|
|
|
})
|
|
|
|
}
|
2014-09-08 00:15:16 -05:00
|
|
|
}
|
2015-04-01 23:59:37 -05:00
|
|
|
|
|
|
|
struct PointMapVisitor<'a> {
|
|
|
|
value: &'a Point,
|
|
|
|
state: u8,
|
|
|
|
}
|
|
|
|
|
2015-04-13 06:27:15 -05:00
|
|
|
impl<'a> serde::ser::MapVisitor for PointMapVisitor<'a> {
|
|
|
|
fn visit<S>(&mut self, serializer: &mut S) -> Result<Option<()>, S::Error>
|
2015-04-01 23:59:37 -05:00
|
|
|
where S: serde::Serializer
|
|
|
|
{
|
|
|
|
match self.state {
|
|
|
|
0 => {
|
|
|
|
self.state += 1;
|
2015-08-09 18:37:01 -05:00
|
|
|
Ok(Some(try!(serializer.visit_struct_elt("x", &self.value.x))))
|
2015-04-01 23:59:37 -05:00
|
|
|
}
|
|
|
|
1 => {
|
|
|
|
self.state += 1;
|
2015-08-09 18:37:01 -05:00
|
|
|
Ok(Some(try!(serializer.visit_struct_elt("y", &self.value.y))))
|
2015-04-01 23:59:37 -05:00
|
|
|
}
|
|
|
|
_ => {
|
|
|
|
Ok(None)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
2014-09-08 00:15:16 -05:00
|
|
|
```
|
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
Deserialization without Macros
|
|
|
|
==============================
|
|
|
|
|
|
|
|
Deserialization is a little more complicated since there's a bit more error
|
|
|
|
handling that needs to occur. Let's start with the simple `i32`
|
2015-04-26 20:37:18 -05:00
|
|
|
[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
|
2015-04-01 23:59:37 -05:00
|
|
|
implementation. It passes a
|
2015-04-26 20:37:18 -05:00
|
|
|
[Visitor](http://serde-rs.github.io/serde/serde/de/trait.Visitor.html) to the
|
|
|
|
[Deserializer](http://serde-rs.github.io/serde/serde/de/trait.Deserializer.html).
|
|
|
|
The [Visitor](http://serde-rs.github.io/serde/serde/de/trait.Visitor.html)
|
2015-04-01 23:59:37 -05:00
|
|
|
can create the `i32` from a variety of different types:
|
|
|
|
|
|
|
|
```rust
|
|
|
|
impl Deserialize for i32 {
|
2015-04-13 06:37:06 -05:00
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<i32, D::Error>
|
2015-04-01 23:59:37 -05:00
|
|
|
where D: serde::Deserializer,
|
|
|
|
{
|
|
|
|
deserializer.visit(I32Visitor)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
struct I32Visitor;
|
|
|
|
|
|
|
|
impl serde::de::Visitor for I32Visitor {
|
|
|
|
type Value = i32;
|
|
|
|
|
|
|
|
fn visit_i16<E>(&mut self, value: i16) -> Result<i16, E>
|
|
|
|
where E: Error,
|
|
|
|
{
|
|
|
|
self.visit_i32(value as i32)
|
|
|
|
}
|
|
|
|
|
|
|
|
fn visit_i32<E>(&mut self, value: i32) -> Result<i32, E>
|
|
|
|
where E: Error,
|
|
|
|
{
|
|
|
|
Ok(value)
|
|
|
|
}
|
|
|
|
|
|
|
|
...
|
|
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
Since it's possible for this type to get passed an unexpected type, we need a
|
|
|
|
way to error out. This is done by way of the
|
2015-04-26 20:37:18 -05:00
|
|
|
[Error](http://serde-rs.github.io/serde/serde/de/trait.Error.html) trait,
|
2015-04-01 23:59:37 -05:00
|
|
|
which allows a
|
2015-04-26 20:37:18 -05:00
|
|
|
[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
|
2015-04-01 23:59:37 -05:00
|
|
|
to generate an error for a few common error conditions. Here's how it could be used:
|
|
|
|
|
|
|
|
```rust
|
|
|
|
...
|
|
|
|
|
|
|
|
fn visit_string<E>(&mut self, _: String) -> Result<i32, E>
|
|
|
|
where E: Error,
|
|
|
|
{
|
2015-08-07 10:08:56 -05:00
|
|
|
Err(serde::de::Error::syntax("expect a string"))
|
2015-04-01 23:59:37 -05:00
|
|
|
}
|
|
|
|
|
|
|
|
...
|
|
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
Maps follow a similar pattern as before, and use a
|
2015-04-26 20:37:18 -05:00
|
|
|
[MapVisitor](http://serde-rs.github.io/serde/serde/de/trait.MapVisitor.html)
|
2015-04-01 23:59:37 -05:00
|
|
|
to walk through the values generated by the
|
2015-04-26 20:37:18 -05:00
|
|
|
[Deserializer](http://serde-rs.github.io/serde/serde/de/trait.Deserializer.html).
|
2015-04-01 23:59:37 -05:00
|
|
|
|
|
|
|
```rust
|
|
|
|
impl<K, V> serde::Deserialize for BTreeMap<K, V>
|
|
|
|
where K: serde::Deserialize + Eq + Ord,
|
|
|
|
V: serde::Deserialize,
|
|
|
|
{
|
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<BTreeMap<K, V>, D::Error>
|
|
|
|
where D: serde::Deserializer,
|
|
|
|
{
|
|
|
|
deserializer.visit(BTreeMapVisitor::new())
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
pub struct BTreeMapVisitor<K, V> {
|
|
|
|
marker: PhantomData<BTreeMap<K, V>>,
|
|
|
|
}
|
|
|
|
|
|
|
|
impl<K, V> BTreeMapVisitor<K, V> {
|
|
|
|
pub fn new() -> Self {
|
|
|
|
BTreeMapVisitor {
|
|
|
|
marker: PhantomData,
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
impl<K, V> serde::de::Visitor for BTreeMapVisitor<K, V>
|
|
|
|
where K: serde::de::Deserialize + Ord,
|
|
|
|
V: serde::de::Deserialize
|
|
|
|
{
|
|
|
|
type Value = BTreeMap<K, V>;
|
|
|
|
|
|
|
|
fn visit_unit<E>(&mut self) -> Result<BTreeMap<K, V>, E>
|
|
|
|
where E: Error,
|
|
|
|
{
|
|
|
|
Ok(BTreeMap::new())
|
|
|
|
}
|
|
|
|
|
|
|
|
fn visit_map<V_>(&mut self, mut visitor: V_) -> Result<BTreeMap<K, V>, V_::Error>
|
|
|
|
where V_: MapVisitor,
|
|
|
|
{
|
|
|
|
let mut values = BTreeMap::new();
|
|
|
|
|
|
|
|
while let Some((key, value)) = try!(visitor.visit()) {
|
|
|
|
values.insert(key, value);
|
|
|
|
}
|
|
|
|
|
|
|
|
try!(visitor.end());
|
|
|
|
|
|
|
|
Ok(values)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
Deserializing structs goes a step further in order to support not allocating a
|
|
|
|
`String` to hold the field names. This is done by custom field enum that
|
|
|
|
deserializes an enum variant from a string. So for our `Point` example from
|
|
|
|
before, we need to generate:
|
2015-04-01 00:16:15 -05:00
|
|
|
|
|
|
|
```rust
|
2015-09-07 15:10:23 -05:00
|
|
|
extern crate serde;
|
|
|
|
|
|
|
|
struct Point {
|
|
|
|
x: i32,
|
|
|
|
y: i32,
|
|
|
|
}
|
|
|
|
|
2015-04-01 00:16:15 -05:00
|
|
|
enum PointField {
|
|
|
|
X,
|
|
|
|
Y,
|
|
|
|
}
|
|
|
|
|
|
|
|
impl serde::Deserialize for PointField {
|
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<PointField, D::Error>
|
|
|
|
where D: serde::de::Deserializer
|
|
|
|
{
|
2015-08-31 11:23:33 -05:00
|
|
|
struct PointFieldVisitor;
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-08-31 11:23:33 -05:00
|
|
|
impl serde::de::Visitor for PointFieldVisitor {
|
|
|
|
type Value = PointField;
|
2014-09-08 00:15:16 -05:00
|
|
|
|
2015-04-01 00:16:15 -05:00
|
|
|
fn visit_str<E>(&mut self, value: &str) -> Result<PointField, E>
|
|
|
|
where E: serde::de::Error
|
|
|
|
{
|
|
|
|
match value {
|
2015-08-31 11:23:33 -05:00
|
|
|
"x" => Ok(PointField::X),
|
|
|
|
"y" => Ok(PointField::Y),
|
2015-08-07 10:08:56 -05:00
|
|
|
_ => Err(serde::de::Error::syntax("expected x or y")),
|
2015-04-01 00:16:15 -05:00
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
2014-09-08 00:15:16 -05:00
|
|
|
|
2015-08-31 11:23:33 -05:00
|
|
|
deserializer.visit(PointFieldVisitor)
|
2015-04-01 00:16:15 -05:00
|
|
|
}
|
|
|
|
}
|
2014-09-08 00:15:16 -05:00
|
|
|
|
2015-04-01 00:16:15 -05:00
|
|
|
impl serde::Deserialize for Point {
|
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<Point, D::Error>
|
|
|
|
where D: serde::de::Deserializer
|
|
|
|
{
|
2015-08-31 11:23:33 -05:00
|
|
|
static FIELDS: &'static [&'static str] = &["x", "y"];
|
|
|
|
deserializer.visit_struct("Point", FIELDS, PointVisitor)
|
2015-04-01 23:59:37 -05:00
|
|
|
}
|
|
|
|
}
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
struct PointVisitor;
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
impl serde::de::Visitor for PointVisitor {
|
|
|
|
type Value = Point;
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-08-31 11:23:33 -05:00
|
|
|
fn visit_map<V>(&mut self, mut visitor: V) -> Result<Point, V::Error>
|
2015-04-01 23:59:37 -05:00
|
|
|
where V: serde::de::MapVisitor
|
|
|
|
{
|
|
|
|
let mut x = None;
|
|
|
|
let mut y = None;
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
loop {
|
|
|
|
match try!(visitor.visit_key()) {
|
2015-08-31 11:23:33 -05:00
|
|
|
Some(PointField::X) => { x = Some(try!(visitor.visit_value())); }
|
|
|
|
Some(PointField::Y) => { y = Some(try!(visitor.visit_value())); }
|
2015-04-01 23:59:37 -05:00
|
|
|
None => { break; }
|
2015-04-01 00:16:15 -05:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
let x = match x {
|
|
|
|
Some(x) => x,
|
|
|
|
None => try!(visitor.missing_field("x")),
|
|
|
|
};
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
let y = match y {
|
|
|
|
Some(y) => y,
|
|
|
|
None => try!(visitor.missing_field("y")),
|
|
|
|
};
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
try!(visitor.end());
|
2015-04-01 00:16:15 -05:00
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
Ok(Point{ x: x, y: y })
|
|
|
|
}
|
2015-04-01 00:16:15 -05:00
|
|
|
}
|
|
|
|
```
|
2015-08-11 09:00:59 -05:00
|
|
|
|
|
|
|
Serialization Formats Using Serde
|
|
|
|
=================================
|
|
|
|
|
|
|
|
| Format | Name |
|
|
|
|
| ------ | ---- |
|
|
|
|
| Bincode | [bincode](https://crates.io/crates/bincode) |
|
|
|
|
| JSON | [serde\_json](https://crates.io/crates/serde_json) |
|
|
|
|
| MessagePack | [rmp](https://crates.io/crates/rmp) |
|
|
|
|
| XML | [serde\_xml](https://github.com/serde-rs/xml) |
|
|
|
|
| YAML | [serde\_yaml](https://github.com/serde-rs/yaml/) |
|