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ModelSerializer

pandrs::ml::serving::serialization

Trait ModelSerializer 

Source 
pub trait ModelSerializer {
    // Required methods
    fn save<P: AsRef<Path>>(
        &self,
        model: &SerializableModel,
        path: P,
    ) -> Result<()>;
    fn load<P: AsRef<Path>>(&self, path: P) -> Result<Box<dyn ModelServing>>;
    fn serialize(&self, model: &SerializableModel) -> Result<Vec<u8>>;
    fn deserialize(&self, data: &[u8]) -> Result<SerializableModel>;
    fn format(&self) -> SerializationFormat;
}
Expand description

Model serialization trait

Required Methods§

Source

fn save<P: AsRef<Path>>(&self, model: &SerializableModel, path: P) -> Result<()>

Save a model to file

Source

fn load<P: AsRef<Path>>(&self, path: P) -> Result<Box<dyn ModelServing>>

Load a model from file

Source

fn serialize(&self, model: &SerializableModel) -> Result<Vec<u8>>

Serialize model to bytes

Source

fn deserialize(&self, data: &[u8]) -> Result<SerializableModel>

Deserialize model from bytes

Source

fn format(&self) -> SerializationFormat

Get supported format

Dyn Compatibility§

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors§