How to deserialize a JSON file which contains null values using Serde?

A deserialization error occurs because the struct definition is incompatible with the incoming objects: the color field can also be null, as well as a string, yet giving this field the type String forces your program to always expect a string. This is the default behaviour, which makes sense. Be reminded that String (or other containers such as Box) are not "nullable" in Rust. As for a null value not triggering the default value instead, that is just how Serde works: if the object field wasn't there, it would work because you have added the default field attribute. On the other hand, a field "color" with the value null is not equivalent to no field at all.

One way to solve this is to adjust our application's specification to accept null | string, as specified by @user25064's answer:

#[derive(Serialize, Deserialize, Debug, Clone)]pub struct Element {    color: Option<String>,}

Playground with minimal example

Another way is to write our own deserialization routine for the field, which will accept null and turn it to something else of type String. This can be done with the attribute #[serde(deserialize_with=...)].

#[derive(Serialize, Deserialize, Debug, Clone)]pub struct Element {    #[serde(deserialize_with="parse_color")]    color: String,}fn parse_color<'de, D>(d: D) -> Result<String, D::Error> where D: Deserializer<'de> {    Deserialize::deserialize(d)        .map(|x: Option<_>| {            x.unwrap_or("black".to_string())        })}

Playground

See also:

• How can I distinguish between a deserialized field that is missing and one that is null?

Any field that can be null should be an Option type so that you can handle the null case. Something like this?

#[derive(Serialize, Deserialize, Debug, Clone)]pub struct Element {    ...    color: Option<String>,    ...}

Based on code from here, when one needs default values to be deserialized if null is present.

// Omitting other derives, for brevity #[derive(Deserialize)]struct Foo {   #[serde(deserialize_with = "deserialize_null_default")]   value: String, }fn deserialize_null_default<'de, D, T>(deserializer: D) -> Result<T, D::Error>where    T: Default + Deserialize<'de>,    D: Deserializer<'de>,{    let opt = Option::deserialize(deserializer)?;    Ok(opt.unwrap_or_default())}

playground link with full example. This also works for Vec and HashMap.