Struct ModelVersionManager 

pub struct ModelVersionManager { /* private fields */ }

Model version manager

Implementations

impl ModelVersionManager

pub fn new() -> Self

Create a new version manager pre-loaded with default migration strategies

pub fn set_current_version( &mut self, version: ModelVersion, metadata: ModelMetadata, )

Set the current model version

pub fn get_current_version(&self) -> Option<&ModelVersion>

Get the current model version

pub fn get_version_history(&self) -> &[ModelMetadata]

Get version history

pub fn can_load_version( &self, version: &ModelVersion, ) -> VersioningResult<CompatibilityReport>

Check if a version can be loaded

pub fn apply_migration<T: FloatBounds>( &self, from_version: &ModelVersion, to_version: &ModelVersion, parameters: &mut HashMap<String, Array2<T>>, biases: &mut HashMap<String, Array1<T>>, ) -> VersioningResult<()>

Apply automatic migration between versions

pub fn get_migration_path( &self, from: &ModelVersion, to: &ModelVersion, ) -> Vec<ModelVersion>

Get migration path between versions

pub fn validate_metadata( &self, metadata: &ModelMetadata, ) -> VersioningResult<()>

Validate model metadata

Trait Implementations

impl Clone for ModelVersionManager

fn clone(&self) -> ModelVersionManager

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ModelVersionManager

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ModelVersionManager

fn default() -> Self

Returns the “default value” for a type.