Struct ModelServer 

pub struct ModelServer { /* private fields */ }

Model server for production deployment

Implementations

impl ModelServer

pub fn new(config: ServerConfig) -> Self

Creates a new model server

pub fn register_version( &mut self, version_id: &str, model_path: PathBuf, metadata: HashMap<String, String>, ) -> Result<()>

Registers a new model version

Errors

Returns an error if version registration fails

pub fn deploy( &mut self, version_id: &str, strategy: DeploymentStrategy, ) -> Result<()>

Deploys a model version using the specified strategy

Errors

Returns an error if deployment fails

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

Rolls back to a previous version

Errors

Returns an error if rollback fails

pub fn version_metrics(&self) -> HashMap<String, VersionMetrics>

Returns metrics for all versions

pub fn active_version(&self) -> String

Returns the active version

pub fn health_check(&self) -> HealthStatus

Performs health check on active version

pub fn increase_canary_traffic(&mut self, increment: u8) -> Result<()>

Increases canary traffic percentage

Errors

Returns an error if not in canary mode

pub fn promote_canary(&mut self) -> Result<()>

Promotes canary to stable

Errors

Returns an error if not in canary mode