Struct MonitoringJobDefinition

pub struct MonitoringJobDefinition {
    pub baseline_config: Option<MonitoringBaselineConfig>,
    pub environment: Option<HashMap<String, String>>,
    pub monitoring_app_specification: MonitoringAppSpecification,
    pub monitoring_inputs: Vec<MonitoringInput>,
    pub monitoring_output_config: MonitoringOutputConfig,
    pub monitoring_resources: MonitoringResources,
    pub network_config: Option<NetworkConfig>,
    pub role_arn: String,
    pub stopping_condition: Option<MonitoringStoppingCondition>,
}

Defines the monitoring job.

Fields

baseline_config: Option<MonitoringBaselineConfig>

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

environment: Option<HashMap<String, String>>

Sets the environment variables in the Docker container.

monitoring_app_specification: MonitoringAppSpecification

Configures the monitoring job to run a specified Docker container image.

monitoring_inputs: Vec<MonitoringInput>

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

monitoring_output_config: MonitoringOutputConfig

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

monitoring_resources: MonitoringResources

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

network_config: Option<NetworkConfig>

Specifies networking options for an monitoring job.

role_arn: String

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

stopping_condition: Option<MonitoringStoppingCondition>

Specifies a time limit for how long the monitoring job is allowed to run.

Trait Implementations

impl Clone for MonitoringJobDefinition

fn clone(&self) -> MonitoringJobDefinition

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for MonitoringJobDefinition

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

Formats the value using the given formatter.

impl Default for MonitoringJobDefinition

fn default() -> MonitoringJobDefinition

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MonitoringJobDefinition

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for MonitoringJobDefinition

fn eq(&self, other: &MonitoringJobDefinition) -> 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 MonitoringJobDefinition

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 MonitoringJobDefinition