Struct ModelVersioningManager 

pub struct ModelVersioningManager { /* private fields */ }

Implementations

impl ModelVersioningManager

pub fn new(storage_root: PathBuf) -> Result<Self>

pub fn create_version( &mut self, model_name: String, model_data: &[u8], description: String, created_by: String, tags: Vec<String>, training_config: TrainingConfig, performance_metrics: PerformanceMetrics, metadata: HashMap<String, String>, ) -> Result<ModelVersion>

pub fn get_version( &self, model_name: &str, version_id: &str, ) -> Option<&ModelVersion>

pub fn get_latest_version(&self, model_name: &str) -> Option<&ModelVersion>

pub fn list_versions(&self, model_name: &str) -> Vec<&ModelVersion>

pub fn list_models(&self) -> Vec<String>

pub fn update_status( &mut self, model_name: &str, version_id: &str, status: ModelStatus, ) -> Result<()>

pub fn add_tag( &mut self, model_name: &str, version_id: &str, tag: String, ) -> Result<()>

pub fn remove_tag( &mut self, model_name: &str, version_id: &str, tag: &str, ) -> Result<()>

pub fn find_versions_by_tag(&self, tag: &str) -> Vec<&ModelVersion>

pub fn find_versions_by_performance( &self, metric_name: &str, min_value: f32, max_value: Option<f32>, ) -> Vec<&ModelVersion>

pub fn delete_version( &mut self, model_name: &str, version_id: &str, ) -> Result<()>

pub fn load_model_data( &self, model_name: &str, version_id: &str, ) -> Result<Vec<u8>>

pub fn get_version_lineage( &self, model_name: &str, version_id: &str, ) -> Vec<&ModelVersion>

pub fn compare_versions( &self, model_name: &str, version_id1: &str, version_id2: &str, ) -> Result<VersionComparison>

pub fn get_statistics(&self) -> ModelRegistryStatistics