ModelSerializer

Struct ModelSerializer 

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pub struct ModelSerializer { /* private fields */ }
Expand description

Re-exported serialization utilities.

This includes model persistence with versioning, metadata tracking, and support for multiple serialization formats. Main serializer with configurable format and compression.

Provides a unified interface for saving and loading models with consistent error handling and metadata management.

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impl ModelSerializer

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pub fn new() -> Self

Creates a new serializer with default settings (Bincode + compression).

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pub fn with_compression(self, compression: bool) -> Self

Enables or disables gzip compression.

§Arguments
  • compression - true to compress (default), false for uncompressed
§Returns

Self with updated compression setting (builder pattern)

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pub fn with_format(self, format: SerializationFormat) -> Self

Sets the serialization format.

§Arguments
§Returns

Self with updated format (builder pattern)

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pub fn save_model<T: Serialize>( &self, model: &T, metadata: &ModelMetadata, path: &Path, ) -> SerializationResult<()>

Saves a model to disk with metadata.

Automatically creates parent directories if they don’t exist.

§Arguments
  • model - Model to serialize (must implement Serialize)
  • metadata - Model metadata
  • path - Destination file path
§Returns

Ok(()) on success, SerializationError on failure

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pub fn load_model<T: DeserializeOwned>( &self, path: &Path, ) -> SerializationResult<(T, ModelMetadata)>

Loads a model from disk with metadata.

Automatically detects format and compression from file content.

§Arguments
  • path - Path to model file
§Returns

Tuple of (deserialized_model, metadata)

§Errors

Returns error if file doesn’t exist, format is invalid, or version mismatch

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pub fn validate_model_file( &self, path: &Path, ) -> SerializationResult<ModelMetadata>

Validates a model file without loading the full model.

Useful for checking version compatibility or file integrity.

§Arguments
  • path - Path to model file
§Returns

Metadata if validation succeeds

Trait Implementations§

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impl Default for ModelSerializer

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fn default() -> Self

Returns the “default value” for a type. Read more

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where T: 'static + ?Sized,

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fn vzip(self) -> V

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