Struct ModelDeploymentMonitoringScheduleConfig

#[non_exhaustive]
pub struct ModelDeploymentMonitoringScheduleConfig {
    pub monitor_interval: Option<Duration>,
    pub monitor_window: Option<Duration>,
    /* private fields */
}

The config for scheduling monitoring job.

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.

monitor_interval: Option<Duration>

Required. The model monitoring job scheduling interval. It will be rounded up to next full hour. This defines how often the monitoring jobs are triggered.

monitor_window: Option<Duration>

The time window of the prediction data being included in each prediction dataset. This window specifies how long the data should be collected from historical model results for each run. If not set, ModelDeploymentMonitoringScheduleConfig.monitor_interval will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the monitoring statistics.

Implementations

impl ModelDeploymentMonitoringScheduleConfig

pub fn new() -> Self

pub fn set_monitor_interval<T: Into<Option<Duration>>>(self, v: T) -> Self

Sets the value of monitor_interval.

pub fn set_monitor_window<T: Into<Option<Duration>>>(self, v: T) -> Self

Sets the value of monitor_window.

Trait Implementations

impl Clone for ModelDeploymentMonitoringScheduleConfig

fn clone(&self) -> ModelDeploymentMonitoringScheduleConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelDeploymentMonitoringScheduleConfig

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

Formats the value using the given formatter.

impl Default for ModelDeploymentMonitoringScheduleConfig

fn default() -> ModelDeploymentMonitoringScheduleConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ModelDeploymentMonitoringScheduleConfig

where ModelDeploymentMonitoringScheduleConfig: Default,

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for ModelDeploymentMonitoringScheduleConfig

fn typename() -> &'static str

The typename of this message.

impl PartialEq for ModelDeploymentMonitoringScheduleConfig

fn eq(&self, other: &ModelDeploymentMonitoringScheduleConfig) -> 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 Serialize for ModelDeploymentMonitoringScheduleConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ModelDeploymentMonitoringScheduleConfig