com.amazonaws.services.sagemaker.model

Class CreateCompilationJobRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.sagemaker.model.CreateCompilationJobRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class CreateCompilationJobRequest
extends AmazonWebServiceRequest
implements Serializable, Cloneable

See Also:

AWS API Documentation, Serialized Form

Field Summary

Fields inherited from class com.amazonaws.AmazonWebServiceRequest

NOOP

Constructor Summary

Constructors

Constructor and Description
CreateCompilationJobRequest()

Method Summary

Modifier and Type	Method and Description
CreateCompilationJobRequest	clone() Creates a shallow clone of this object for all fields except the handler context.
boolean	equals(Object obj)
String	getCompilationJobName() A name for the model compilation job.
InputConfig	getInputConfig() 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	getOutputConfig() Provides information about the output location for the compiled model and the target device the model runs on.
String	getRoleArn() The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
StoppingCondition	getStoppingCondition() Specifies a limit to how long a model compilation job can run.
List<Tag>	getTags() An array of key-value pairs.
int	hashCode()
void	setCompilationJobName(String compilationJobName) A name for the model compilation job.
void	setInputConfig(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.
void	setOutputConfig(OutputConfig outputConfig) Provides information about the output location for the compiled model and the target device the model runs on.
void	setRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
void	setStoppingCondition(StoppingCondition stoppingCondition) Specifies a limit to how long a model compilation job can run.
void	setTags(Collection<Tag> tags) An array of key-value pairs.
String	toString() Returns a string representation of this object.
CreateCompilationJobRequest	withCompilationJobName(String compilationJobName) A name for the model compilation job.
CreateCompilationJobRequest	withInputConfig(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.
CreateCompilationJobRequest	withOutputConfig(OutputConfig outputConfig) Provides information about the output location for the compiled model and the target device the model runs on.
CreateCompilationJobRequest	withRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
CreateCompilationJobRequest	withStoppingCondition(StoppingCondition stoppingCondition) Specifies a limit to how long a model compilation job can run.
CreateCompilationJobRequest	withTags(Collection<Tag> tags) An array of key-value pairs.
CreateCompilationJobRequest	withTags(Tag... tags) An array of key-value pairs.

Methods inherited from class com.amazonaws.AmazonWebServiceRequest

addHandlerContext, getCloneRoot, getCloneSource, getCustomQueryParameters, getCustomRequestHeaders, getGeneralProgressListener, getHandlerContext, getReadLimit, getRequestClientOptions, getRequestCredentials, getRequestCredentialsProvider, getRequestMetricCollector, getSdkClientExecutionTimeout, getSdkRequestTimeout, putCustomQueryParameter, putCustomRequestHeader, setGeneralProgressListener, setRequestCredentials, setRequestCredentialsProvider, setRequestMetricCollector, setSdkClientExecutionTimeout, setSdkRequestTimeout, withGeneralProgressListener, withRequestCredentialsProvider, withRequestMetricCollector, withSdkClientExecutionTimeout, withSdkRequestTimeout

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

CreateCompilationJobRequest

public CreateCompilationJobRequest()

Method Detail

setCompilationJobName

public void setCompilationJobName(String compilationJobName)

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

Parameters:

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

getCompilationJobName

public String getCompilationJobName()

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.

withCompilationJobName

public CreateCompilationJobRequest withCompilationJobName(String compilationJobName)

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

Parameters:

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

Returns:

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

setRoleArn

public void setRoleArn(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.

Parameters:

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.

getRoleArn

public String getRoleArn()

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.

withRoleArn

public CreateCompilationJobRequest withRoleArn(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.

Parameters:

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:

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

setInputConfig

public void setInputConfig(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.

Parameters:

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.

getInputConfig

public InputConfig getInputConfig()

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.

withInputConfig

public CreateCompilationJobRequest withInputConfig(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.

Parameters:

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:

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

setOutputConfig

public void setOutputConfig(OutputConfig outputConfig)

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

Parameters:

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

getOutputConfig

public OutputConfig getOutputConfig()

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.

withOutputConfig

public CreateCompilationJobRequest withOutputConfig(OutputConfig outputConfig)

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

Parameters:

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

Returns:

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

setStoppingCondition

public void setStoppingCondition(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.

Parameters:

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.

getStoppingCondition

public StoppingCondition getStoppingCondition()

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.

withStoppingCondition

public CreateCompilationJobRequest withStoppingCondition(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.

Parameters:

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:

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

getTags

public List<Tag> getTags()

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Returns:

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

setTags

public void setTags(Collection<Tag> tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

withTags

public CreateCompilationJobRequest withTags(Tag... tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

NOTE: This method appends the values to the existing list (if any). Use setTags(java.util.Collection) or withTags(java.util.Collection) if you want to override the existing values.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Returns:

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

withTags

public CreateCompilationJobRequest withTags(Collection<Tag> tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging AWS Resources.

Returns:

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

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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public CreateCompilationJobRequest clone()

Description copied from class: AmazonWebServiceRequest

Creates a shallow clone of this object for all fields except the handler context. Explicitly does not clone the deep structure of the other fields in the message.

Overrides:

clone in class AmazonWebServiceRequest

See Also:

Object.clone()