com.amazonaws.services.sagemaker.model

Class CreateModelQualityJobDefinitionRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.sagemaker.model.CreateModelQualityJobDefinitionRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

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

Method Summary

Modifier and Type	Method and Description
CreateModelQualityJobDefinitionRequest	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 monitoring job definition.
MonitoringResources	getJobResources()
ModelQualityAppSpecification	getModelQualityAppSpecification() The container that runs the monitoring job.
ModelQualityBaselineConfig	getModelQualityBaselineConfig() Specifies the constraints and baselines for the monitoring job.
ModelQualityJobInput	getModelQualityJobInput() A list of the inputs that are monitored.
MonitoringOutputConfig	getModelQualityJobOutputConfig()
MonitoringNetworkConfig	getNetworkConfig() Specifies the network configuration for the monitoring 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 monitoring job definition.
void	setJobResources(MonitoringResources jobResources)
void	setModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification) The container that runs the monitoring job.
void	setModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig) Specifies the constraints and baselines for the monitoring job.
void	setModelQualityJobInput(ModelQualityJobInput modelQualityJobInput) A list of the inputs that are monitored.
void	setModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)
void	setNetworkConfig(MonitoringNetworkConfig networkConfig) Specifies the network configuration for the monitoring 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.
CreateModelQualityJobDefinitionRequest	withJobDefinitionName(String jobDefinitionName) The name of the monitoring job definition.
CreateModelQualityJobDefinitionRequest	withJobResources(MonitoringResources jobResources)
CreateModelQualityJobDefinitionRequest	withModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification) The container that runs the monitoring job.
CreateModelQualityJobDefinitionRequest	withModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig) Specifies the constraints and baselines for the monitoring job.
CreateModelQualityJobDefinitionRequest	withModelQualityJobInput(ModelQualityJobInput modelQualityJobInput) A list of the inputs that are monitored.
CreateModelQualityJobDefinitionRequest	withModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)
CreateModelQualityJobDefinitionRequest	withNetworkConfig(MonitoringNetworkConfig networkConfig) Specifies the network configuration for the monitoring job.
CreateModelQualityJobDefinitionRequest	withRoleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CreateModelQualityJobDefinitionRequest	withStoppingCondition(MonitoringStoppingCondition stoppingCondition)
CreateModelQualityJobDefinitionRequest	withTags(Collection<Tag> tags) (Optional) An array of key-value pairs.
CreateModelQualityJobDefinitionRequest	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

CreateModelQualityJobDefinitionRequest

public CreateModelQualityJobDefinitionRequest()

Method Detail

setJobDefinitionName

public void setJobDefinitionName(String jobDefinitionName)

The name of the monitoring job definition.

Parameters:

jobDefinitionName - The name of the monitoring job definition.

getJobDefinitionName

public String getJobDefinitionName()

The name of the monitoring job definition.

Returns:

The name of the monitoring job definition.

withJobDefinitionName

public CreateModelQualityJobDefinitionRequest withJobDefinitionName(String jobDefinitionName)

The name of the monitoring job definition.

Parameters:

jobDefinitionName - The name of the monitoring job definition.

Returns:

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

setModelQualityBaselineConfig

public void setModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

Parameters:

modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job.

getModelQualityBaselineConfig

public ModelQualityBaselineConfig getModelQualityBaselineConfig()

Specifies the constraints and baselines for the monitoring job.

Returns:

Specifies the constraints and baselines for the monitoring job.

withModelQualityBaselineConfig

public CreateModelQualityJobDefinitionRequest withModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

Parameters:

modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job.

Returns:

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

setModelQualityAppSpecification

public void setModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification)

The container that runs the monitoring job.

Parameters:

modelQualityAppSpecification - The container that runs the monitoring job.

getModelQualityAppSpecification

public ModelQualityAppSpecification getModelQualityAppSpecification()

The container that runs the monitoring job.

Returns:

The container that runs the monitoring job.

withModelQualityAppSpecification

public CreateModelQualityJobDefinitionRequest withModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification)

The container that runs the monitoring job.

Parameters:

modelQualityAppSpecification - The container that runs the monitoring job.

Returns:

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

setModelQualityJobInput

public void setModelQualityJobInput(ModelQualityJobInput modelQualityJobInput)

A list of the inputs that are monitored. Currently endpoints are supported.

Parameters:

modelQualityJobInput - A list of the inputs that are monitored. Currently endpoints are supported.

getModelQualityJobInput

public ModelQualityJobInput getModelQualityJobInput()

A list of the inputs that are monitored. Currently endpoints are supported.

Returns:

A list of the inputs that are monitored. Currently endpoints are supported.

withModelQualityJobInput

public CreateModelQualityJobDefinitionRequest withModelQualityJobInput(ModelQualityJobInput modelQualityJobInput)

A list of the inputs that are monitored. Currently endpoints are supported.

Parameters:

modelQualityJobInput - A list of the inputs that are monitored. Currently endpoints are supported.

Returns:

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

setModelQualityJobOutputConfig

public void setModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)

Parameters:

modelQualityJobOutputConfig -

getModelQualityJobOutputConfig

public MonitoringOutputConfig getModelQualityJobOutputConfig()

Returns:

withModelQualityJobOutputConfig

public CreateModelQualityJobDefinitionRequest withModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)

Parameters:

modelQualityJobOutputConfig -

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 CreateModelQualityJobDefinitionRequest 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)

Specifies the network configuration for the monitoring job.

Parameters:

networkConfig - Specifies the network configuration for the monitoring job.

getNetworkConfig

public MonitoringNetworkConfig getNetworkConfig()

Specifies the network configuration for the monitoring job.

Returns:

Specifies the network configuration for the monitoring job.

withNetworkConfig

public CreateModelQualityJobDefinitionRequest withNetworkConfig(MonitoringNetworkConfig networkConfig)

Specifies the network configuration for the monitoring job.

Parameters:

networkConfig - Specifies the network configuration for the monitoring 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 CreateModelQualityJobDefinitionRequest 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 CreateModelQualityJobDefinitionRequest 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 AWS Billing and Cost Management User Guide.

Returns:

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

withTags

public CreateModelQualityJobDefinitionRequest withTags(Tag... tags)

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

Returns:

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

withTags

public CreateModelQualityJobDefinitionRequest withTags(Collection<Tag> tags)

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS 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 AWS 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 CreateModelQualityJobDefinitionRequest 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()