MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition class

Constructors

MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition({Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionBaseline?>? baseline, Input<Map<String, String>?>? environment, required Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringAppSpecification> monitoringAppSpecification, required Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputs> monitoringInputs, required Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringOutputConfig> monitoringOutputConfig, required Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringResources> monitoringResources, Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionNetworkConfig?>? networkConfig, required Input<String> roleArn, Input<List<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionStoppingCondition>?>? stoppingConditions})
Creates a new MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition. baseline Baseline configuration used to validate that the data conforms to the specified constraints and statistics. Fields are documented below. environment Map of environment variables in the Docker container. monitoringAppSpecification Configures the monitoring job to run a specified Docker container image. Fields are documented below. monitoringInputs Inputs for the monitoring job. Fields are documented below. monitoringOutputConfig Outputs from the monitoring job to be uploaded to Amazon S3. Fields are documented below. monitoringResources Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. Fields are documented below. networkConfig Networking options for the monitoring job. Fields are documented below. roleArn ARN of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf. stoppingConditions How long the monitoring job is allowed to run. Fields are documented below.
const
MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinition.fromMap(Map<String, dynamic> map)
factory

Properties

baseline → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionBaseline?>?
Baseline configuration used to validate that the data conforms to the specified constraints and statistics. Fields are documented below.
final
environment → Input<Map<String, String>?>?
Map of environment variables in the Docker container.
final
hashCode → int
The hash code for this object.
no setterinherited
monitoringAppSpecification → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringAppSpecification>
Configures the monitoring job to run a specified Docker container image. Fields are documented below.
final
monitoringInputs → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputs>
Inputs for the monitoring job. Fields are documented below.
final
monitoringOutputConfig → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringOutputConfig>
Outputs from the monitoring job to be uploaded to Amazon S3. Fields are documented below.
final
monitoringResources → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringResources>
Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. Fields are documented below.
final
networkConfig → Input<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionNetworkConfig?>?
Networking options for the monitoring job. Fields are documented below.
final
roleArn → Input<String>
ARN of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.
final
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
stoppingConditions → Input<List<MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionStoppingCondition>?>?
How long the monitoring job is allowed to run. Fields are documented below.
final

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited