pulumi-aws-native-kotlin/com.pulumi.awsnative.sagemaker.kotlin.inputs/MonitoringScheduleMonitoringJobDefinitionArgs

MonitoringScheduleMonitoringJobDefinitionArgs

data class MonitoringScheduleMonitoringJobDefinitionArgs(val baselineConfig: Output<MonitoringScheduleBaselineConfigArgs>? = null, val environment: Output<Any>? = null, val monitoringAppSpecification: Output<MonitoringScheduleMonitoringAppSpecificationArgs>, val monitoringInputs: Output<List<MonitoringScheduleMonitoringInputArgs>>, val monitoringOutputConfig: Output<MonitoringScheduleMonitoringOutputConfigArgs>, val monitoringResources: Output<MonitoringScheduleMonitoringResourcesArgs>, val networkConfig: Output<MonitoringScheduleNetworkConfigArgs>? = null, val roleArn: Output<String>, val stoppingCondition: Output<MonitoringScheduleStoppingConditionArgs>? = null) : ConvertibleToJava<MonitoringScheduleMonitoringJobDefinitionArgs>

Defines the monitoring job.

Constructors

constructor(baselineConfig: Output<MonitoringScheduleBaselineConfigArgs>? = null, environment: Output<Any>? = null, monitoringAppSpecification: Output<MonitoringScheduleMonitoringAppSpecificationArgs>, monitoringInputs: Output<List<MonitoringScheduleMonitoringInputArgs>>, monitoringOutputConfig: Output<MonitoringScheduleMonitoringOutputConfigArgs>, monitoringResources: Output<MonitoringScheduleMonitoringResourcesArgs>, networkConfig: Output<MonitoringScheduleNetworkConfigArgs>? = null, roleArn: Output<String>, stoppingCondition: Output<MonitoringScheduleStoppingConditionArgs>? = null)

Properties

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val baselineConfig: Output<MonitoringScheduleBaselineConfigArgs>? = null

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

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val environment: Output<Any>? = null

Sets the environment variables in the Docker container

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val monitoringAppSpecification: Output<MonitoringScheduleMonitoringAppSpecificationArgs>

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

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val monitoringInputs: Output<List<MonitoringScheduleMonitoringInputArgs>>

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

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val monitoringOutputConfig: Output<MonitoringScheduleMonitoringOutputConfigArgs>

The array of outputs from the monitoring job to be uploaded to Amazon S3.

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val monitoringResources: Output<MonitoringScheduleMonitoringResourcesArgs>

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.

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val networkConfig: Output<MonitoringScheduleNetworkConfigArgs>? = null

Specifies networking options for an monitoring job.

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val roleArn: Output<String>

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

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val stoppingCondition: Output<MonitoringScheduleStoppingConditionArgs>? = null

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

Functions

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open override fun toJava(): MonitoringScheduleMonitoringJobDefinitionArgs