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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[![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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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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2015-04-26 20:37:18 -05:00
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Documentation is available at http://serde-rs.github.io/serde/serde
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Making a Type Serializable
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==========================
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The simplest way to make a type serializable is to use the `serde_macros`
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syntax extension, which comes with a `#[derive(Serialize, Deserialize)]`
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annotation, which automatically generates implementations of
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[Serialize](http://serde-rs.github.io/serde/serde/ser/trait.Serialize.html)
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and
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[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
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for the annotated type:
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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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...
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#[derive(Serialize, Deserialize)]
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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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```
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Serde bundles a high performance JSON serializer and deserializer,
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[serde_json](http://serde-rs.github.io/serde/serde_json/index.html),
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which comes with the helper functions
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[to_string](http://serde-rs.github.io/serde/serde/json/ser/fn.to_string.html)
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and
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[from_str](http://serde-rs.github.io/serde/serde/json/de/fn.from_str.html)
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that make it easy to go to and from JSON:
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```rust
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use serde_json;
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...
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let point = Point { x: 1, y: 2 };
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let serialized_point = json::to_string(&point).unwrap();
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println!("{}", serialized_point); // prints: {"x":1,"y":2}
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let deserialize_point: Point = json::from_str(&serialized_point).unwrap();
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```
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[serde_json](http://serde-rs.github.io/serde/serde_json/index.html) also
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supports a generic
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[Value](http://serde-rs.github.io/serde/serde/json/value/enum.Value.html)
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type, which can represent any JSON value. Also, any
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[Serialize](http://serde-rs.github.io/serde/serde/ser/trait.Serialize.html)
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and
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[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
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can be converted into a
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[Value](http://serde-rs.github.io/serde/serde/json/value/enum.Value.html)
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with the methods
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[to_value](http://serde-rs.github.io/serde/serde/json/value/fn.to_value.html)
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and
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[from_value](http://serde-rs.github.io/serde/serde/json/value/fn.from_value.html):
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```rust
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let point = Point { x: 1, y: 2 };
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let point_value = json::to_value(&point).unwrap();
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println!("{}", point_value.find("x")); // prints: Some(1)
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let deserialize_point: Point = json::from_value(point_value).unwrap();
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```
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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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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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struct Point {
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x: i32,
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y: i32,
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}
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impl serde::Serialize for Point {
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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_struct("Point", PointMapVisitor {
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value: self,
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state: 0,
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})
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}
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}
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struct PointMapVisitor<'a> {
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value: &'a Point,
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state: u8,
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}
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impl<'a> serde::ser::MapVisitor for PointMapVisitor<'a> {
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fn visit<S>(&mut self, serializer: &mut S) -> Result<Option<()>, S::Error>
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where S: serde::Serializer
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{
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match self.state {
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0 => {
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self.state += 1;
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Ok(Some(try!(serializer.visit_map_elt("x", &self.value.x))))
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}
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1 => {
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self.state += 1;
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Ok(Some(try!(serializer.visit_map_elt("y", &self.value.y))))
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}
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_ => {
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Ok(None)
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}
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}
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}
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}
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```
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Deserialization without Macros
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==============================
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Deserialization is a little more complicated since there's a bit more error
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handling that needs to occur. Let's start with the simple `i32`
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[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
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implementation. It passes a
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[Visitor](http://serde-rs.github.io/serde/serde/de/trait.Visitor.html) to the
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[Deserializer](http://serde-rs.github.io/serde/serde/de/trait.Deserializer.html).
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The [Visitor](http://serde-rs.github.io/serde/serde/de/trait.Visitor.html)
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can create the `i32` from a variety of different types:
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```rust
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impl Deserialize for i32 {
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fn deserialize<D>(deserializer: &mut D) -> Result<i32, D::Error>
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where D: serde::Deserializer,
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{
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deserializer.visit(I32Visitor)
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}
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}
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struct I32Visitor;
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impl serde::de::Visitor for I32Visitor {
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type Value = i32;
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fn visit_i16<E>(&mut self, value: i16) -> Result<i16, E>
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where E: Error,
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{
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self.visit_i32(value as i32)
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}
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fn visit_i32<E>(&mut self, value: i32) -> Result<i32, E>
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where E: Error,
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{
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Ok(value)
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}
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...
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```
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Since it's possible for this type to get passed an unexpected type, we need a
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way to error out. This is done by way of the
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[Error](http://serde-rs.github.io/serde/serde/de/trait.Error.html) trait,
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which allows a
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[Deserialize](http://serde-rs.github.io/serde/serde/de/trait.Deserialize.html)
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to generate an error for a few common error conditions. Here's how it could be used:
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```rust
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...
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fn visit_string<E>(&mut self, _: String) -> Result<i32, E>
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where E: Error,
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{
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Err(serde::de::Error::syntax("expect a string"))
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}
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...
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```
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Maps follow a similar pattern as before, and use a
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[MapVisitor](http://serde-rs.github.io/serde/serde/de/trait.MapVisitor.html)
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to walk through the values generated by the
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[Deserializer](http://serde-rs.github.io/serde/serde/de/trait.Deserializer.html).
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```rust
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impl<K, V> serde::Deserialize for BTreeMap<K, V>
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where K: serde::Deserialize + Eq + Ord,
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V: serde::Deserialize,
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{
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fn deserialize<D>(deserializer: &mut D) -> Result<BTreeMap<K, V>, D::Error>
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where D: serde::Deserializer,
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{
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|
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
|
|
|
|
enum PointField {
|
|
|
|
X,
|
|
|
|
Y,
|
|
|
|
}
|
|
|
|
|
|
|
|
impl serde::Deserialize for PointField {
|
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<PointField, D::Error>
|
|
|
|
where D: serde::de::Deserializer
|
|
|
|
{
|
|
|
|
struct FieldVisitor;
|
|
|
|
|
|
|
|
impl serde::de::Visitor for FieldVisitor {
|
|
|
|
type Value = Field;
|
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 {
|
|
|
|
"x" => Ok(Field::X),
|
|
|
|
"y" => Ok(Field::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
|
|
|
|
2015-04-01 00:16:15 -05:00
|
|
|
deserializer.visit(FieldVisitor)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
```
|
2014-09-08 00:15:16 -05:00
|
|
|
|
2015-04-01 00:16:15 -05:00
|
|
|
This is then used in our actual deserializer:
|
|
|
|
|
|
|
|
```rust
|
|
|
|
impl serde::Deserialize for Point {
|
|
|
|
fn deserialize<D>(deserializer: &mut D) -> Result<Point, D::Error>
|
|
|
|
where D: serde::de::Deserializer
|
|
|
|
{
|
2015-07-04 14:11:20 -05:00
|
|
|
deserializer.visit_struct("Point", 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
|
|
|
|
2015-04-01 23:59:37 -05:00
|
|
|
fn visit_map<V>(&mut self, mut visitor: V) -> Result<Point, V::Error>
|
|
|
|
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()) {
|
|
|
|
Some(Field::X) => { x = Some(try!(visitor.visit_value())); }
|
|
|
|
Some(Field::Y) => { y = Some(try!(visitor.visit_value())); }
|
|
|
|
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
|
|
|
}
|
|
|
|
```
|