Struct MlRuntime 

pub struct MlRuntime { /* private fields */ }

Shared entrypoint used by every ML feature.

Cloning the runtime is cheap — registry and queue both wrap Arcs internally.

Implementations

impl MlRuntime

pub fn in_memory( worker_fn: Arc<dyn Fn(JobHandle) -> Result<String, String> + Send + Sync>, ) -> MlRuntime

Build a fully in-memory runtime. Jobs and versions disappear on drop — good for unit tests, bad for production.

pub fn with_backend( backend: Arc<dyn MlPersistence>, worker_fn: Arc<dyn Fn(JobHandle) -> Result<String, String> + Send + Sync>, config: MlRuntimeConfig, ) -> MlRuntime

Build a runtime that persists registry + job state into backend. On construction the registry and queue rehydrate automatically so prior state is observable immediately.

pub fn registry(&self) -> &ModelRegistry

pub fn queue(&self) -> &MlJobQueue

pub fn backend(&self) -> &Arc<dyn MlPersistence>

Access the raw persistence backend — used by features that need their own namespace (e.g. semantic cache stats).

pub fn shutdown(&self)

Stop worker threads. Idempotent — safe to call more than once; subsequent calls are no-ops.

Trait Implementations

impl Clone for MlRuntime

fn clone(&self) -> MlRuntime

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MlRuntime

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

Formats the value using the given formatter.