Struct ModelDashboardMonitoringSchedule

#[non_exhaustive]
pub struct ModelDashboardMonitoringSchedule {
    pub monitoring_schedule_arn: Option<String>,
    pub monitoring_schedule_name: Option<String>,
    pub monitoring_schedule_status: Option<ScheduleStatus>,
    pub monitoring_type: Option<MonitoringType>,
    pub failure_reason: Option<String>,
    pub creation_time: Option<DateTime>,
    pub last_modified_time: Option<DateTime>,
    pub monitoring_schedule_config: Option<MonitoringScheduleConfig>,
    pub endpoint_name: Option<String>,
    pub monitoring_alert_summaries: Option<Vec<MonitoringAlertSummary>>,
    pub last_monitoring_execution_summary: Option<MonitoringExecutionSummary>,
    pub batch_transform_input: Option<BatchTransformInput>,
}

A monitoring schedule for a model displayed in the Amazon SageMaker Model Dashboard.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

monitoring_schedule_arn: Option<String>

The Amazon Resource Name (ARN) of a monitoring schedule.

monitoring_schedule_name: Option<String>

The name of a monitoring schedule.

monitoring_schedule_status: Option<ScheduleStatus>

The status of the monitoring schedule.

monitoring_type: Option<MonitoringType>

The monitor type of a model monitor.

failure_reason: Option<String>

If a monitoring job failed, provides the reason.

creation_time: Option<DateTime>

A timestamp that indicates when the monitoring schedule was created.

last_modified_time: Option<DateTime>

A timestamp that indicates when the monitoring schedule was last updated.

monitoring_schedule_config: Option<MonitoringScheduleConfig>

Configures the monitoring schedule and defines the monitoring job.

endpoint_name: Option<String>

The endpoint which is monitored.

monitoring_alert_summaries: Option<Vec<MonitoringAlertSummary>>

A JSON array where each element is a summary for a monitoring alert.

last_monitoring_execution_summary: Option<MonitoringExecutionSummary>

Summary of information about the last monitoring job to run.

batch_transform_input: Option<BatchTransformInput>

Input object for the batch transform job.

Implementations

impl ModelDashboardMonitoringSchedule

pub fn monitoring_schedule_arn(&self) -> Option<&str>

The Amazon Resource Name (ARN) of a monitoring schedule.

pub fn monitoring_schedule_name(&self) -> Option<&str>

The name of a monitoring schedule.

pub fn monitoring_schedule_status(&self) -> Option<&ScheduleStatus>

The status of the monitoring schedule.

pub fn monitoring_type(&self) -> Option<&MonitoringType>

The monitor type of a model monitor.

pub fn failure_reason(&self) -> Option<&str>

If a monitoring job failed, provides the reason.

pub fn creation_time(&self) -> Option<&DateTime>

A timestamp that indicates when the monitoring schedule was created.

pub fn last_modified_time(&self) -> Option<&DateTime>

A timestamp that indicates when the monitoring schedule was last updated.

pub fn monitoring_schedule_config(&self) -> Option<&MonitoringScheduleConfig>

Configures the monitoring schedule and defines the monitoring job.

pub fn endpoint_name(&self) -> Option<&str>

The endpoint which is monitored.

pub fn monitoring_alert_summaries(&self) -> &[MonitoringAlertSummary]

A JSON array where each element is a summary for a monitoring alert.

If no value was sent for this field, a default will be set. If you want to determine if no value was sent, use .monitoring_alert_summaries.is_none().

pub fn last_monitoring_execution_summary( &self, ) -> Option<&MonitoringExecutionSummary>

Summary of information about the last monitoring job to run.

pub fn batch_transform_input(&self) -> Option<&BatchTransformInput>

Input object for the batch transform job.

impl ModelDashboardMonitoringSchedule

pub fn builder() -> ModelDashboardMonitoringScheduleBuilder

Creates a new builder-style object to manufacture ModelDashboardMonitoringSchedule.

Trait Implementations

impl Clone for ModelDashboardMonitoringSchedule

fn clone(&self) -> ModelDashboardMonitoringSchedule

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelDashboardMonitoringSchedule

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

Formats the value using the given formatter.

impl PartialEq for ModelDashboardMonitoringSchedule

fn eq(&self, other: &ModelDashboardMonitoringSchedule) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ModelDashboardMonitoringSchedule