com.amazonaws.services.sagemaker.model

Class CreateModelExplainabilityJobDefinitionRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.sagemaker.model.CreateModelExplainabilityJobDefinitionRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

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

Method Summary

Modifier and Type	Method and Description
CreateModelExplainabilityJobDefinitionRequest	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 model explainability job definition.
MonitoringResources	getJobResources()
ModelExplainabilityAppSpecification	getModelExplainabilityAppSpecification() Configures the model explainability job to run a specified Docker container image.
ModelExplainabilityBaselineConfig	getModelExplainabilityBaselineConfig() The baseline configuration for a model explainability job.
ModelExplainabilityJobInput	getModelExplainabilityJobInput() Inputs for the model explainability job.
MonitoringOutputConfig	getModelExplainabilityJobOutputConfig()
MonitoringNetworkConfig	getNetworkConfig() Networking options for a model explainability 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 model explainability job definition.
void	setJobResources(MonitoringResources jobResources)
void	setModelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification) Configures the model explainability job to run a specified Docker container image.
void	setModelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig) The baseline configuration for a model explainability job.
void	setModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput) Inputs for the model explainability job.
void	setModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)
void	setNetworkConfig(MonitoringNetworkConfig networkConfig) Networking options for a model explainability 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.
CreateModelExplainabilityJobDefinitionRequest	withJobDefinitionName(String jobDefinitionName) The name of the model explainability job definition.
CreateModelExplainabilityJobDefinitionRequest	withJobResources(MonitoringResources jobResources)
CreateModelExplainabilityJobDefinitionRequest	withModelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification) Configures the model explainability job to run a specified Docker container image.
CreateModelExplainabilityJobDefinitionRequest	withModelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig) The baseline configuration for a model explainability job.
CreateModelExplainabilityJobDefinitionRequest	withModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput) Inputs for the model explainability job.
CreateModelExplainabilityJobDefinitionRequest	withModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)
CreateModelExplainabilityJobDefinitionRequest	withNetworkConfig(MonitoringNetworkConfig networkConfig) Networking options for a model explainability job.
CreateModelExplainabilityJobDefinitionRequest	withRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CreateModelExplainabilityJobDefinitionRequest	withStoppingCondition(MonitoringStoppingCondition stoppingCondition)
CreateModelExplainabilityJobDefinitionRequest	withTags(Collection<Tag> tags) (Optional) An array of key-value pairs.
CreateModelExplainabilityJobDefinitionRequest	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

CreateModelExplainabilityJobDefinitionRequest

public CreateModelExplainabilityJobDefinitionRequest()

Method Detail

setJobDefinitionName

public void setJobDefinitionName(String jobDefinitionName)

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

Returns:

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

withJobDefinitionName

public CreateModelExplainabilityJobDefinitionRequest withJobDefinitionName(String jobDefinitionName)

The name of the model explainability 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 model explainability 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.

setModelExplainabilityBaselineConfig

public void setModelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job.

getModelExplainabilityBaselineConfig

public ModelExplainabilityBaselineConfig getModelExplainabilityBaselineConfig()

The baseline configuration for a model explainability job.

Returns:

The baseline configuration for a model explainability job.

withModelExplainabilityBaselineConfig

public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job.

Returns:

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

setModelExplainabilityAppSpecification

public void setModelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)

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

Parameters:

modelExplainabilityAppSpecification - Configures the model explainability job to run a specified Docker container image.

getModelExplainabilityAppSpecification

public ModelExplainabilityAppSpecification getModelExplainabilityAppSpecification()

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

Returns:

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

withModelExplainabilityAppSpecification

public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)

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

Parameters:

modelExplainabilityAppSpecification - Configures the model explainability job to run a specified Docker container image.

Returns:

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

setModelExplainabilityJobInput

public void setModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)

Inputs for the model explainability job.

Parameters:

modelExplainabilityJobInput - Inputs for the model explainability job.

getModelExplainabilityJobInput

public ModelExplainabilityJobInput getModelExplainabilityJobInput()

Inputs for the model explainability job.

Returns:

Inputs for the model explainability job.

withModelExplainabilityJobInput

public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)

Inputs for the model explainability job.

Parameters:

modelExplainabilityJobInput - Inputs for the model explainability job.

Returns:

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

setModelExplainabilityJobOutputConfig

public void setModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)

Parameters:

modelExplainabilityJobOutputConfig -

getModelExplainabilityJobOutputConfig

public MonitoringOutputConfig getModelExplainabilityJobOutputConfig()

Returns:

withModelExplainabilityJobOutputConfig

public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)

Parameters:

modelExplainabilityJobOutputConfig -

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 CreateModelExplainabilityJobDefinitionRequest 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 explainability job.

Parameters:

networkConfig - Networking options for a model explainability job.

getNetworkConfig

public MonitoringNetworkConfig getNetworkConfig()

Networking options for a model explainability job.

Returns:

Networking options for a model explainability job.

withNetworkConfig

public CreateModelExplainabilityJobDefinitionRequest withNetworkConfig(MonitoringNetworkConfig networkConfig)

Networking options for a model explainability job.

Parameters:

networkConfig - Networking options for a model explainability 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 CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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()