Struct GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

pub struct GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig {
    pub monitor_interval: Option<Duration>,
    pub monitor_window: Option<Duration>,
}

The config for scheduling monitoring job.

This type is not used in any activity, and only used as part of another schema.

Fields

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.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

fn clone( &self, ) -> GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

fn default() -> GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ModelDeploymentMonitoringScheduleConfig