com.amazonaws.services.sagemaker.model

Class CreateModelBiasJobDefinitionRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.sagemaker.model.CreateModelBiasJobDefinitionRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class CreateModelBiasJobDefinitionRequest
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
CreateModelBiasJobDefinitionRequest()

Method Summary

Modifier and Type	Method and Description
CreateModelBiasJobDefinitionRequest	clone() Creates a shallow clone of this object for all fields except the handler context.
boolean	equals(Object obj)
String	getJobDefinitionName() The name of the bias job definition.
MonitoringResources	getJobResources()
ModelBiasAppSpecification	getModelBiasAppSpecification() Configures the model bias job to run a specified Docker container image.
ModelBiasBaselineConfig	getModelBiasBaselineConfig() The baseline configuration for a model bias job.
ModelBiasJobInput	getModelBiasJobInput() Inputs for the model bias job.
MonitoringOutputConfig	getModelBiasJobOutputConfig()
MonitoringNetworkConfig	getNetworkConfig() Networking options for a model bias job.
String	getRoleArn() The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
MonitoringStoppingCondition	getStoppingCondition()
List<Tag>	getTags() (Optional) An array of key-value pairs.
int	hashCode()
void	setJobDefinitionName(String jobDefinitionName) The name of the bias job definition.
void	setJobResources(MonitoringResources jobResources)
void	setModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
void	setModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig) The baseline configuration for a model bias job.
void	setModelBiasJobInput(ModelBiasJobInput modelBiasJobInput) Inputs for the model bias job.
void	setModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)
void	setNetworkConfig(MonitoringNetworkConfig networkConfig) Networking options for a model bias job.
void	setRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
void	setStoppingCondition(MonitoringStoppingCondition stoppingCondition)
void	setTags(Collection<Tag> tags) (Optional) An array of key-value pairs.
String	toString() Returns a string representation of this object.
CreateModelBiasJobDefinitionRequest	withJobDefinitionName(String jobDefinitionName) The name of the bias job definition.
CreateModelBiasJobDefinitionRequest	withJobResources(MonitoringResources jobResources)
CreateModelBiasJobDefinitionRequest	withModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
CreateModelBiasJobDefinitionRequest	withModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig) The baseline configuration for a model bias job.
CreateModelBiasJobDefinitionRequest	withModelBiasJobInput(ModelBiasJobInput modelBiasJobInput) Inputs for the model bias job.
CreateModelBiasJobDefinitionRequest	withModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)
CreateModelBiasJobDefinitionRequest	withNetworkConfig(MonitoringNetworkConfig networkConfig) Networking options for a model bias job.
CreateModelBiasJobDefinitionRequest	withRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CreateModelBiasJobDefinitionRequest	withStoppingCondition(MonitoringStoppingCondition stoppingCondition)
CreateModelBiasJobDefinitionRequest	withTags(Collection<Tag> tags) (Optional) An array of key-value pairs.
CreateModelBiasJobDefinitionRequest	withTags(Tag... tags) (Optional) 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

CreateModelBiasJobDefinitionRequest

public CreateModelBiasJobDefinitionRequest()

Method Detail

setJobDefinitionName

public void setJobDefinitionName(String jobDefinitionName)

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

Parameters:

jobDefinitionName - The name of the bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

getJobDefinitionName

public String getJobDefinitionName()

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

Returns:

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

withJobDefinitionName

public CreateModelBiasJobDefinitionRequest withJobDefinitionName(String jobDefinitionName)

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

Parameters:

jobDefinitionName - The name of the bias job definition. 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.

setModelBiasBaselineConfig

public void setModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job.

getModelBiasBaselineConfig

public ModelBiasBaselineConfig getModelBiasBaselineConfig()

The baseline configuration for a model bias job.

Returns:

The baseline configuration for a model bias job.

withModelBiasBaselineConfig

public CreateModelBiasJobDefinitionRequest withModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job.

Returns:

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

setModelBiasAppSpecification

public void setModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification)

Configures the model bias job to run a specified Docker container image.

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image.

getModelBiasAppSpecification

public ModelBiasAppSpecification getModelBiasAppSpecification()

Configures the model bias job to run a specified Docker container image.

Returns:

Configures the model bias job to run a specified Docker container image.

withModelBiasAppSpecification

public CreateModelBiasJobDefinitionRequest withModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification)

Configures the model bias job to run a specified Docker container image.

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image.

Returns:

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

setModelBiasJobInput

public void setModelBiasJobInput(ModelBiasJobInput modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job.

getModelBiasJobInput

public ModelBiasJobInput getModelBiasJobInput()

Inputs for the model bias job.

Returns:

Inputs for the model bias job.

withModelBiasJobInput

public CreateModelBiasJobDefinitionRequest withModelBiasJobInput(ModelBiasJobInput modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job.

Returns:

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

setModelBiasJobOutputConfig

public void setModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)

Parameters:

modelBiasJobOutputConfig -

getModelBiasJobOutputConfig

public MonitoringOutputConfig getModelBiasJobOutputConfig()

Returns:

withModelBiasJobOutputConfig

public CreateModelBiasJobDefinitionRequest withModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)

Parameters:

modelBiasJobOutputConfig -

Returns:

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

setJobResources

public void setJobResources(MonitoringResources jobResources)

Parameters:

jobResources -

getJobResources

public MonitoringResources getJobResources()

Returns:

withJobResources

public CreateModelBiasJobDefinitionRequest withJobResources(MonitoringResources jobResources)

Parameters:

jobResources -

Returns:

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

setNetworkConfig

public void setNetworkConfig(MonitoringNetworkConfig networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job.

getNetworkConfig

public MonitoringNetworkConfig getNetworkConfig()

Networking options for a model bias job.

Returns:

Networking options for a model bias job.

withNetworkConfig

public CreateModelBiasJobDefinitionRequest withNetworkConfig(MonitoringNetworkConfig networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job.

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 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.

getRoleArn

public String getRoleArn()

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

Returns:

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

withRoleArn

public CreateModelBiasJobDefinitionRequest withRoleArn(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.

setStoppingCondition

public void setStoppingCondition(MonitoringStoppingCondition stoppingCondition)

Parameters:

stoppingCondition -

getStoppingCondition

public MonitoringStoppingCondition getStoppingCondition()

Returns:

withStoppingCondition

public CreateModelBiasJobDefinitionRequest withStoppingCondition(MonitoringStoppingCondition stoppingCondition)

Parameters:

stoppingCondition -

Returns:

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

getTags

public List<Tag> getTags()

(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:

(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.

setTags

public void setTags(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.

withTags

public CreateModelBiasJobDefinitionRequest withTags(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.

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 - (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.

withTags

public CreateModelBiasJobDefinitionRequest withTags(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.

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 CreateModelBiasJobDefinitionRequest 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()