Struct ModelRegistry 

pub struct ModelRegistry { /* private fields */ }

Model registry for managing model lifecycle

Implementations

impl ModelRegistry

pub fn new(storage_path: PathBuf) -> Self

Create a new model registry

pub async fn register_model( &self, name: String, model_type: String, owner: String, description: String, ) -> Result<Uuid>

Register a new model

pub async fn register_version( &self, model_id: Uuid, version_number: String, created_by: String, description: String, config: ModelConfig, metrics: HashMap<String, f64>, ) -> Result<Uuid>

Register a new model version

pub async fn deploy_version( &self, version_id: Uuid, resource_allocation: ResourceAllocation, ) -> Result<Uuid>

Deploy a model version

pub async fn promote_to_production(&self, version_id: Uuid) -> Result<()>

Promote version to production

pub async fn create_ab_test( &self, name: String, description: String, version_a: Uuid, version_b: Uuid, traffic_split: f32, duration_hours: Option<u32>, ) -> Result<Uuid>

Create A/B test

pub async fn record_performance( &self, version_id: Uuid, metrics: PerformanceMetrics, ) -> Result<()>

Record performance metrics

pub async fn get_model(&self, model_id: Uuid) -> Result<ModelMetadata>

Get model metadata

pub async fn get_version(&self, version_id: Uuid) -> Result<ModelVersion>

Get version info

pub async fn get_deployment( &self, deployment_id: Uuid, ) -> Result<ModelDeployment>

Get deployment info

pub async fn get_performance_history( &self, version_id: Uuid, limit: Option<usize>, ) -> Result<Vec<PerformanceMetrics>>

Get performance history

pub async fn rollback_deployment(&self, deployment_id: Uuid) -> Result<()>

Rollback deployment

pub async fn list_models(&self) -> Vec<ModelMetadata>

List all models

pub async fn list_versions(&self, model_id: Uuid) -> Result<Vec<ModelVersion>>

List versions for a model

pub async fn get_active_ab_tests(&self) -> Vec<ABTestConfig>

Get active A/B tests

pub async fn end_ab_test(&self, test_id: Uuid) -> Result<()>

End A/B test