software.amazon.awssdk.services.sagemaker.model

Class CreateCompilationJobRequest

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.sagemaker.model.SageMakerRequest

software.amazon.awssdk.services.sagemaker.model.CreateCompilationJobRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateCompilationJobRequest.Builder,CreateCompilationJobRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateCompilationJobRequest
extends SageMakerRequest
implements ToCopyableBuilder<CreateCompilationJobRequest.Builder,CreateCompilationJobRequest>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateCompilationJobRequest.Builder

Method Summary

Modifier and Type	Method and Description
static CreateCompilationJobRequest.Builder	builder()
String	compilationJobName() A name for the model compilation job.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
InputConfig	inputConfig() Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.
OutputConfig	outputConfig() Provides information about the output location for the compiled model and the target device the model runs on.
String	roleArn() The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
List<SdkField<?>>	sdkFields()
static Class<? extends CreateCompilationJobRequest.Builder>	serializableBuilderClass()
StoppingCondition	stoppingCondition() Specifies a limit to how long a model compilation job can run.
CreateCompilationJobRequest.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

compilationJobName

public String compilationJobName()

A name for the model compilation job. The name must be unique within the AWS Region and within your AWS account.

Returns:

A name for the model compilation job. The name must be unique within the AWS Region and within your AWS account.

roleArn

public String roleArn()

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

During model compilation, Amazon SageMaker needs your permission to:

• Read input data from an S3 bucket

• Write model artifacts to an S3 bucket

• Write logs to Amazon CloudWatch Logs

• Publish metrics to Amazon CloudWatch

You grant permissions for all of these tasks to an IAM role. To pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. For more information, see Amazon SageMaker Roles.

Returns:

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

During model compilation, Amazon SageMaker needs your permission to:

• Read input data from an S3 bucket

• Write model artifacts to an S3 bucket

• Write logs to Amazon CloudWatch Logs

• Publish metrics to Amazon CloudWatch

You grant permissions for all of these tasks to an IAM role. To pass this role to Amazon SageMaker, the caller of this API must have the iam:PassRole permission. For more information, see Amazon SageMaker Roles.

inputConfig

public InputConfig inputConfig()

Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

Returns:

Provides information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

outputConfig

public OutputConfig outputConfig()

Provides information about the output location for the compiled model and the target device the model runs on.

Returns:

Provides information about the output location for the compiled model and the target device the model runs on.

stoppingCondition

public StoppingCondition stoppingCondition()

Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.

Returns:

Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.

toBuilder

public CreateCompilationJobRequest.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateCompilationJobRequest.Builder,CreateCompilationJobRequest>

Specified by:

toBuilder in class SageMakerRequest

builder

public static CreateCompilationJobRequest.Builder builder()

serializableBuilderClass

public static Class<? extends CreateCompilationJobRequest.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

Overrides:

getValueForField in class SdkRequest

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo