Package com.pulumi.aws.sagemaker.outputs

Class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition

java.lang.Object

com.pulumi.aws.sagemaker.outputs.MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition

public final class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.Builder

Method Summary

Modifier and Type	Method	Description
java.util.Optional<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionBaseline>	baseline()
static MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.Builder	builder()
static MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.Builder	builder(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition defaults)
java.util.Map<java.lang.String,java.lang.String>	environment()
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringAppSpecification	monitoringAppSpecification()
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputs	monitoringInputs()
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringOutputConfig	monitoringOutputConfig()
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringResources	monitoringResources()
java.util.Optional<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionNetworkConfig>	networkConfig()
java.lang.String	roleArn()
java.util.List<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionStoppingCondition>	stoppingConditions()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

baseline

public java.util.Optional<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionBaseline> baseline()

Returns:

Baseline configuration used to validate that the data conforms to the specified constraints and statistics. Fields are documented below.

environment

public java.util.Map<java.lang.String,java.lang.String> environment()

Returns:

Map of environment variables in the Docker container.

monitoringAppSpecification

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringAppSpecification monitoringAppSpecification()

Returns:

Configures the monitoring job to run a specified Docker container image. Fields are documented below.

monitoringInputs

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputs monitoringInputs()

Returns:

Inputs for the monitoring job. Fields are documented below.

monitoringOutputConfig

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringOutputConfig monitoringOutputConfig()

Returns:

Outputs from the monitoring job to be uploaded to Amazon S3. Fields are documented below.

monitoringResources

public MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringResources monitoringResources()

Returns:

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. Fields are documented below.

networkConfig

public java.util.Optional<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionNetworkConfig> networkConfig()

Returns:

Networking options for the monitoring job. Fields are documented below.

roleArn

public java.lang.String roleArn()

Returns:

ARN of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

stoppingConditions

public java.util.List<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionStoppingCondition> stoppingConditions()

Returns:

How long the monitoring job is allowed to run. Fields are documented below.

builder

public static MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.Builder builder()

builder

public static MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.Builder builder(MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition defaults)