Struct google_api_proto::google::cloud::aiplatform::v1beta1::model_monitoring_service_client::ModelMonitoringServiceClient

pub struct ModelMonitoringServiceClient<T> { /* private fields */ }

A service for creating and managing Vertex AI Model moitoring. This includes ModelMonitor resources, ModelMonitoringJob resources.

Implementations

impl<T> ModelMonitoringServiceClient<T>

where T: GrpcService<BoxBody>, T::Error: Into<StdError>, T::ResponseBody: Body<Data = Bytes> + Send + 'static, <T::ResponseBody as Body>::Error: Into<StdError> + Send,

pub fn new(inner: T) -> Self

pub fn with_origin(inner: T, origin: Uri) -> Self

pub fn with_interceptor<F>( inner: T, interceptor: F ) -> ModelMonitoringServiceClient<InterceptedService<T, F>>

where F: Interceptor, T::ResponseBody: Default, T: Service<Request<BoxBody>, Response = Response<<T as GrpcService<BoxBody>>::ResponseBody>>, <T as Service<Request<BoxBody>>>::Error: Into<StdError> + Send + Sync,

pub fn send_compressed(self, encoding: CompressionEncoding) -> Self

Compress requests with the given encoding.

This requires the server to support it otherwise it might respond with an error.

pub fn accept_compressed(self, encoding: CompressionEncoding) -> Self

Enable decompressing responses.

pub fn max_decoding_message_size(self, limit: usize) -> Self

Limits the maximum size of a decoded message.

Default: 4MB

pub fn max_encoding_message_size(self, limit: usize) -> Self

Limits the maximum size of an encoded message.

Default: usize::MAX

pub async fn create_model_monitor( &mut self, request: impl IntoRequest<CreateModelMonitorRequest> ) -> Result<Response<Operation>, Status>

Creates a ModelMonitor.

pub async fn update_model_monitor( &mut self, request: impl IntoRequest<UpdateModelMonitorRequest> ) -> Result<Response<Operation>, Status>

Updates a ModelMonitor.

pub async fn get_model_monitor( &mut self, request: impl IntoRequest<GetModelMonitorRequest> ) -> Result<Response<ModelMonitor>, Status>

Gets a ModelMonitor.

pub async fn list_model_monitors( &mut self, request: impl IntoRequest<ListModelMonitorsRequest> ) -> Result<Response<ListModelMonitorsResponse>, Status>

Lists ModelMonitors in a Location.

pub async fn delete_model_monitor( &mut self, request: impl IntoRequest<DeleteModelMonitorRequest> ) -> Result<Response<Operation>, Status>

Deletes a ModelMonitor.

pub async fn create_model_monitoring_job( &mut self, request: impl IntoRequest<CreateModelMonitoringJobRequest> ) -> Result<Response<ModelMonitoringJob>, Status>

Creates a ModelMonitoringJob.

pub async fn get_model_monitoring_job( &mut self, request: impl IntoRequest<GetModelMonitoringJobRequest> ) -> Result<Response<ModelMonitoringJob>, Status>

Gets a ModelMonitoringJob.

pub async fn list_model_monitoring_jobs( &mut self, request: impl IntoRequest<ListModelMonitoringJobsRequest> ) -> Result<Response<ListModelMonitoringJobsResponse>, Status>

Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per AIP-159 by using ‘-’ (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs

pub async fn delete_model_monitoring_job( &mut self, request: impl IntoRequest<DeleteModelMonitoringJobRequest> ) -> Result<Response<Operation>, Status>

Deletes a ModelMonitoringJob.

pub async fn search_model_monitoring_stats( &mut self, request: impl IntoRequest<SearchModelMonitoringStatsRequest> ) -> Result<Response<SearchModelMonitoringStatsResponse>, Status>

Searches Model Monitoring Stats generated within a given time window.

pub async fn search_model_monitoring_alerts( &mut self, request: impl IntoRequest<SearchModelMonitoringAlertsRequest> ) -> Result<Response<SearchModelMonitoringAlertsResponse>, Status>

Returns the Model Monitoring alerts.

Trait Implementations

impl<T: Clone> Clone for ModelMonitoringServiceClient<T>

fn clone(&self) -> ModelMonitoringServiceClient<T>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<T: Debug> Debug for ModelMonitoringServiceClient<T>

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

Formats the value using the given formatter.