Package software.amazon.awssdk.services.sagemaker.model

Interface MonitoringJobDefinition.Builder

All Superinterfaces:

Buildable, CopyableBuilder<MonitoringJobDefinition.Builder,MonitoringJobDefinition>, SdkBuilder<MonitoringJobDefinition.Builder,MonitoringJobDefinition>, SdkPojo

Enclosing class:

MonitoringJobDefinition

public static interface MonitoringJobDefinition.Builder
extends SdkPojo, CopyableBuilder<MonitoringJobDefinition.Builder,MonitoringJobDefinition>

Method Summary

Modifier and Type	Method	Description
default MonitoringJobDefinition.Builder	baselineConfig(Consumer<MonitoringBaselineConfig.Builder> baselineConfig)	Baseline configuration used to validate that the data conforms to the specified constraints and statistics
MonitoringJobDefinition.Builder	baselineConfig(MonitoringBaselineConfig baselineConfig)	Baseline configuration used to validate that the data conforms to the specified constraints and statistics
MonitoringJobDefinition.Builder	environment(Map<String,String> environment)	Sets the environment variables in the Docker container.
default MonitoringJobDefinition.Builder	monitoringAppSpecification(Consumer<MonitoringAppSpecification.Builder> monitoringAppSpecification)	Configures the monitoring job to run a specified Docker container image.
MonitoringJobDefinition.Builder	monitoringAppSpecification(MonitoringAppSpecification monitoringAppSpecification)	Configures the monitoring job to run a specified Docker container image.
MonitoringJobDefinition.Builder	monitoringInputs(Collection<MonitoringInput> monitoringInputs)	The array of inputs for the monitoring job.
MonitoringJobDefinition.Builder	monitoringInputs(Consumer<MonitoringInput.Builder>... monitoringInputs)	The array of inputs for the monitoring job.
MonitoringJobDefinition.Builder	monitoringInputs(MonitoringInput... monitoringInputs)	The array of inputs for the monitoring job.
default MonitoringJobDefinition.Builder	monitoringOutputConfig(Consumer<MonitoringOutputConfig.Builder> monitoringOutputConfig)	The array of outputs from the monitoring job to be uploaded to Amazon S3.
MonitoringJobDefinition.Builder	monitoringOutputConfig(MonitoringOutputConfig monitoringOutputConfig)	The array of outputs from the monitoring job to be uploaded to Amazon S3.
default MonitoringJobDefinition.Builder	monitoringResources(Consumer<MonitoringResources.Builder> monitoringResources)	Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job.
MonitoringJobDefinition.Builder	monitoringResources(MonitoringResources monitoringResources)	Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job.
default MonitoringJobDefinition.Builder	networkConfig(Consumer<NetworkConfig.Builder> networkConfig)	Specifies networking options for an monitoring job.
MonitoringJobDefinition.Builder	networkConfig(NetworkConfig networkConfig)	Specifies networking options for an monitoring job.
MonitoringJobDefinition.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
default MonitoringJobDefinition.Builder	stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)	Specifies a time limit for how long the monitoring job is allowed to run.
MonitoringJobDefinition.Builder	stoppingCondition(MonitoringStoppingCondition stoppingCondition)	Specifies a time limit for how long the monitoring job is allowed to run.

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Method Detail

baselineConfig

MonitoringJobDefinition.Builder baselineConfig(MonitoringBaselineConfig baselineConfig)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

baselineConfig

default MonitoringJobDefinition.Builder baselineConfig(Consumer<MonitoringBaselineConfig.Builder> baselineConfig)

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

This is a convenience method that creates an instance of the MonitoringBaselineConfig.Builder avoiding the need to create one manually via MonitoringBaselineConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to baselineConfig(MonitoringBaselineConfig).

Parameters:

baselineConfig - a consumer that will call methods on MonitoringBaselineConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

baselineConfig(MonitoringBaselineConfig)

monitoringInputs

MonitoringJobDefinition.Builder monitoringInputs(Collection<MonitoringInput> monitoringInputs)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

monitoringInputs

MonitoringJobDefinition.Builder monitoringInputs(MonitoringInput... monitoringInputs)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

monitoringInputs

MonitoringJobDefinition.Builder monitoringInputs(Consumer<MonitoringInput.Builder>... monitoringInputs)

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

This is a convenience method that creates an instance of the MonitoringInput.Builder avoiding the need to create one manually via MonitoringInput.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #monitoringInputs(List).

Parameters:

monitoringInputs - a consumer that will call methods on MonitoringInput.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#monitoringInputs(java.util.Collection)

monitoringOutputConfig

MonitoringJobDefinition.Builder monitoringOutputConfig(MonitoringOutputConfig monitoringOutputConfig)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

monitoringOutputConfig

default MonitoringJobDefinition.Builder monitoringOutputConfig(Consumer<MonitoringOutputConfig.Builder> monitoringOutputConfig)

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

This is a convenience method that creates an instance of the MonitoringOutputConfig.Builder avoiding the need to create one manually via MonitoringOutputConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to monitoringOutputConfig(MonitoringOutputConfig).

Parameters:

monitoringOutputConfig - a consumer that will call methods on MonitoringOutputConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

monitoringOutputConfig(MonitoringOutputConfig)

monitoringResources

MonitoringJobDefinition.Builder monitoringResources(MonitoringResources 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

monitoringResources

default MonitoringJobDefinition.Builder monitoringResources(Consumer<MonitoringResources.Builder> 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.

This is a convenience method that creates an instance of the MonitoringResources.Builder avoiding the need to create one manually via MonitoringResources.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to monitoringResources(MonitoringResources).

Parameters:

monitoringResources - a consumer that will call methods on MonitoringResources.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

monitoringResources(MonitoringResources)

monitoringAppSpecification

MonitoringJobDefinition.Builder monitoringAppSpecification(MonitoringAppSpecification monitoringAppSpecification)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

monitoringAppSpecification

default MonitoringJobDefinition.Builder monitoringAppSpecification(Consumer<MonitoringAppSpecification.Builder> monitoringAppSpecification)

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

This is a convenience method that creates an instance of the MonitoringAppSpecification.Builder avoiding the need to create one manually via MonitoringAppSpecification.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to monitoringAppSpecification(MonitoringAppSpecification).

Parameters:

monitoringAppSpecification - a consumer that will call methods on MonitoringAppSpecification.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

monitoringAppSpecification(MonitoringAppSpecification)

stoppingCondition

MonitoringJobDefinition.Builder stoppingCondition(MonitoringStoppingCondition stoppingCondition)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

stoppingCondition

default MonitoringJobDefinition.Builder stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)

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

This is a convenience method that creates an instance of the MonitoringStoppingCondition.Builder avoiding the need to create one manually via MonitoringStoppingCondition.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to stoppingCondition(MonitoringStoppingCondition).

Parameters:

stoppingCondition - a consumer that will call methods on MonitoringStoppingCondition.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

stoppingCondition(MonitoringStoppingCondition)

environment

MonitoringJobDefinition.Builder environment(Map<String,String> environment)

Sets the environment variables in the Docker container.

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

Returns a reference to this object so that method calls can be chained together.

networkConfig

MonitoringJobDefinition.Builder networkConfig(NetworkConfig networkConfig)

Specifies networking options for an monitoring job.

Parameters:

networkConfig - Specifies networking options for an monitoring job.

Returns:

Returns a reference to this object so that method calls can be chained together.

networkConfig

default MonitoringJobDefinition.Builder networkConfig(Consumer<NetworkConfig.Builder> networkConfig)

Specifies networking options for an monitoring job.

This is a convenience method that creates an instance of the NetworkConfig.Builder avoiding the need to create one manually via NetworkConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to networkConfig(NetworkConfig).

Parameters:

networkConfig - a consumer that will call methods on NetworkConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

networkConfig(NetworkConfig)

roleArn

MonitoringJobDefinition.Builder roleArn(String roleArn)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.