software.amazon.awssdk.services.sagemaker.model

Interface CreateProcessingJobRequest.Builder

All Superinterfaces:

AwsRequest.Builder, Buildable, CopyableBuilder<CreateProcessingJobRequest.Builder,CreateProcessingJobRequest>, SageMakerRequest.Builder, SdkBuilder<CreateProcessingJobRequest.Builder,CreateProcessingJobRequest>, SdkPojo, SdkRequest.Builder

Enclosing class:

CreateProcessingJobRequest

public static interface CreateProcessingJobRequest.Builder
extends SageMakerRequest.Builder, SdkPojo, CopyableBuilder<CreateProcessingJobRequest.Builder,CreateProcessingJobRequest>

Method Summary

Modifier and Type	Method and Description
CreateProcessingJobRequest.Builder	appSpecification(AppSpecification appSpecification) Configures the processing job to run a specified Docker container image.
default CreateProcessingJobRequest.Builder	appSpecification(Consumer<AppSpecification.Builder> appSpecification) Configures the processing job to run a specified Docker container image.
CreateProcessingJobRequest.Builder	environment(Map<String,String> environment) The environment variables to set in the Docker container.
default CreateProcessingJobRequest.Builder	experimentConfig(Consumer<ExperimentConfig.Builder> experimentConfig) Sets the value of the ExperimentConfig property for this object.
CreateProcessingJobRequest.Builder	experimentConfig(ExperimentConfig experimentConfig) Sets the value of the ExperimentConfig property for this object.
default CreateProcessingJobRequest.Builder	networkConfig(Consumer<NetworkConfig.Builder> networkConfig) Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.
CreateProcessingJobRequest.Builder	networkConfig(NetworkConfig networkConfig) Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.
CreateProcessingJobRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)
CreateProcessingJobRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)
CreateProcessingJobRequest.Builder	processingInputs(Collection<ProcessingInput> processingInputs) An array of inputs configuring the data to download into the processing container.
CreateProcessingJobRequest.Builder	processingInputs(Consumer<ProcessingInput.Builder>... processingInputs) An array of inputs configuring the data to download into the processing container.
CreateProcessingJobRequest.Builder	processingInputs(ProcessingInput... processingInputs) An array of inputs configuring the data to download into the processing container.
CreateProcessingJobRequest.Builder	processingJobName(String processingJobName) The name of the processing job.
default CreateProcessingJobRequest.Builder	processingOutputConfig(Consumer<ProcessingOutputConfig.Builder> processingOutputConfig) Output configuration for the processing job.
CreateProcessingJobRequest.Builder	processingOutputConfig(ProcessingOutputConfig processingOutputConfig) Output configuration for the processing job.
default CreateProcessingJobRequest.Builder	processingResources(Consumer<ProcessingResources.Builder> processingResources) Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.
CreateProcessingJobRequest.Builder	processingResources(ProcessingResources processingResources) Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.
CreateProcessingJobRequest.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 CreateProcessingJobRequest.Builder	stoppingCondition(Consumer<ProcessingStoppingCondition.Builder> stoppingCondition) The time limit for how long the processing job is allowed to run.
CreateProcessingJobRequest.Builder	stoppingCondition(ProcessingStoppingCondition stoppingCondition) The time limit for how long the processing job is allowed to run.
CreateProcessingJobRequest.Builder	tags(Collection<Tag> tags) (Optional) An array of key-value pairs.
CreateProcessingJobRequest.Builder	tags(Consumer<Tag.Builder>... tags) (Optional) An array of key-value pairs.
CreateProcessingJobRequest.Builder	tags(Tag... tags) (Optional) An array of key-value pairs.

Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerRequest.Builder

build

Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder

overrideConfiguration

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

equalsBySdkFields, sdkFields

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

copy

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

applyMutation, build

Method Detail

processingInputs

CreateProcessingJobRequest.Builder processingInputs(Collection<ProcessingInput> processingInputs)

An array of inputs configuring the data to download into the processing container.

Parameters:

processingInputs - An array of inputs configuring the data to download into the processing container.

Returns:

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

processingInputs

CreateProcessingJobRequest.Builder processingInputs(ProcessingInput... processingInputs)

An array of inputs configuring the data to download into the processing container.

Parameters:

processingInputs - An array of inputs configuring the data to download into the processing container.

Returns:

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

processingInputs

CreateProcessingJobRequest.Builder processingInputs(Consumer<ProcessingInput.Builder>... processingInputs)

An array of inputs configuring the data to download into the processing container.

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

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

Parameters:

processingInputs - a consumer that will call methods on ProcessingInput.Builder

Returns:

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

See Also:

#processingInputs(java.util.Collection)

processingOutputConfig

CreateProcessingJobRequest.Builder processingOutputConfig(ProcessingOutputConfig processingOutputConfig)

Output configuration for the processing job.

Parameters:

processingOutputConfig - Output configuration for the processing job.

Returns:

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

processingOutputConfig

default CreateProcessingJobRequest.Builder processingOutputConfig(Consumer<ProcessingOutputConfig.Builder> processingOutputConfig)

Output configuration for the processing job.

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

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

Parameters:

processingOutputConfig - a consumer that will call methods on ProcessingOutputConfig.Builder

Returns:

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

See Also:

processingOutputConfig(ProcessingOutputConfig)

processingJobName

CreateProcessingJobRequest.Builder processingJobName(String processingJobName)

The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Parameters:

processingJobName - The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

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

processingResources

CreateProcessingJobRequest.Builder processingResources(ProcessingResources processingResources)

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

Parameters:

processingResources - Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

Returns:

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

processingResources

default CreateProcessingJobRequest.Builder processingResources(Consumer<ProcessingResources.Builder> processingResources)

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

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

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

Parameters:

processingResources - a consumer that will call methods on ProcessingResources.Builder

Returns:

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

See Also:

processingResources(ProcessingResources)

stoppingCondition

CreateProcessingJobRequest.Builder stoppingCondition(ProcessingStoppingCondition stoppingCondition)

The time limit for how long the processing job is allowed to run.

Parameters:

stoppingCondition - The time limit for how long the processing job is allowed to run.

Returns:

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

stoppingCondition

default CreateProcessingJobRequest.Builder stoppingCondition(Consumer<ProcessingStoppingCondition.Builder> stoppingCondition)

The time limit for how long the processing job is allowed to run.

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

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

Parameters:

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

Returns:

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

See Also:

stoppingCondition(ProcessingStoppingCondition)

appSpecification

CreateProcessingJobRequest.Builder appSpecification(AppSpecification appSpecification)

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

Parameters:

appSpecification - Configures the processing job to run a specified Docker container image.

Returns:

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

appSpecification

default CreateProcessingJobRequest.Builder appSpecification(Consumer<AppSpecification.Builder> appSpecification)

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

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

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

Parameters:

appSpecification - a consumer that will call methods on AppSpecification.Builder

Returns:

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

See Also:

appSpecification(AppSpecification)

environment

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

The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

Parameters:

environment - The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

Returns:

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

networkConfig

CreateProcessingJobRequest.Builder networkConfig(NetworkConfig networkConfig)

Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

Parameters:

networkConfig - Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

Returns:

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

networkConfig

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

Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

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

CreateProcessingJobRequest.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.

tags

CreateProcessingJobRequest.Builder tags(Collection<Tag> tags)

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Parameters:

tags - (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Returns:

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

tags

CreateProcessingJobRequest.Builder tags(Tag... tags)

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Parameters:

tags - (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Returns:

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

tags

CreateProcessingJobRequest.Builder tags(Consumer<Tag.Builder>... tags)

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

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

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

Parameters:

tags - a consumer that will call methods on Tag.Builder

Returns:

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

See Also:

#tags(java.util.Collection)

experimentConfig

CreateProcessingJobRequest.Builder experimentConfig(ExperimentConfig experimentConfig)

Sets the value of the ExperimentConfig property for this object.

Parameters:

experimentConfig - The new value for the ExperimentConfig property for this object.

Returns:

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

experimentConfig

default CreateProcessingJobRequest.Builder experimentConfig(Consumer<ExperimentConfig.Builder> experimentConfig)

Sets the value of the ExperimentConfig property for this object. This is a convenience method that creates an instance of the ExperimentConfig.Builder avoiding the need to create one manually via ExperimentConfig.builder().

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

Parameters:

experimentConfig - a consumer that will call methods on ExperimentConfig.Builder

Returns:

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

See Also:

experimentConfig(ExperimentConfig)

overrideConfiguration

CreateProcessingJobRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)

Specified by:

overrideConfiguration in interface AwsRequest.Builder

overrideConfiguration

CreateProcessingJobRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)

Specified by:

overrideConfiguration in interface AwsRequest.Builder