MonitoringJobDefinition Structure Reference


                    
                    
                    _members

Declaration

Swift

public static var _members: [AWSShapeMember]


                    
                    
                    baselineConfig

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

Declaration

Swift

public let baselineConfig: MonitoringBaselineConfig?


                    
                    
                    environment

Sets the environment variables in the Docker container.

Declaration

Swift

public let environment: [String : String]?


                    
                    
                    monitoringAppSpecification

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

Declaration

Swift

public let monitoringAppSpecification: MonitoringAppSpecification


                    
                    
                    monitoringInputs

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

Declaration

Swift

public let monitoringInputs: [MonitoringInput]


                    
                    
                    monitoringOutputConfig

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

Declaration

Swift

public let monitoringOutputConfig: MonitoringOutputConfig


                    
                    
                    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.

Declaration

Swift

public let monitoringResources: MonitoringResources


                    
                    
                    networkConfig

Specifies networking options for an monitoring job.

Declaration

Swift

public let networkConfig: NetworkConfig?


                    
                    
                    roleArn

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

Declaration

Swift

public let roleArn: String


                    
                    
                    stoppingCondition

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

Declaration

Swift

public let stoppingCondition: MonitoringStoppingCondition?


                    
                    
                    init(baselineConfig:environment:monitoringAppSpecification:monitoringInputs:monitoringOutputConfig:monitoringResources:networkConfig:roleArn:stoppingCondition:)

Undocumented

Declaration

Swift

public init(baselineConfig: MonitoringBaselineConfig? = nil, environment: [String : String]? = nil, monitoringAppSpecification: MonitoringAppSpecification, monitoringInputs: [MonitoringInput], monitoringOutputConfig: MonitoringOutputConfig, monitoringResources: MonitoringResources, networkConfig: NetworkConfig? = nil, roleArn: String, stoppingCondition: MonitoringStoppingCondition? = nil)


                    
                    
                    validate(name:)

Declaration

Swift

public func validate(name: String) throws