Class CreateModelExplainabilityJobDefinitionRequest
- java.lang.Object
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- software.amazon.awssdk.core.SdkRequest
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- software.amazon.awssdk.awscore.AwsRequest
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- software.amazon.awssdk.services.sagemaker.model.SageMakerRequest
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- software.amazon.awssdk.services.sagemaker.model.CreateModelExplainabilityJobDefinitionRequest
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- All Implemented Interfaces:
SdkPojo
,ToCopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
@Generated("software.amazon.awssdk:codegen") public final class CreateModelExplainabilityJobDefinitionRequest extends SageMakerRequest implements ToCopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
CreateModelExplainabilityJobDefinitionRequest.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static CreateModelExplainabilityJobDefinitionRequest.Builder
builder()
boolean
equals(Object obj)
boolean
equalsBySdkFields(Object obj)
<T> Optional<T>
getValueForField(String fieldName, Class<T> clazz)
int
hashCode()
boolean
hasTags()
For responses, this returns true if the service returned a value for the Tags property.String
jobDefinitionName()
The name of the model explainability job definition.MonitoringResources
jobResources()
Returns the value of the JobResources property for this object.ModelExplainabilityAppSpecification
modelExplainabilityAppSpecification()
Configures the model explainability job to run a specified Docker container image.ModelExplainabilityBaselineConfig
modelExplainabilityBaselineConfig()
The baseline configuration for a model explainability job.ModelExplainabilityJobInput
modelExplainabilityJobInput()
Inputs for the model explainability job.MonitoringOutputConfig
modelExplainabilityJobOutputConfig()
Returns the value of the ModelExplainabilityJobOutputConfig property for this object.MonitoringNetworkConfig
networkConfig()
Networking options for a model explainability job.String
roleArn()
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.Map<String,SdkField<?>>
sdkFieldNameToField()
List<SdkField<?>>
sdkFields()
static Class<? extends CreateModelExplainabilityJobDefinitionRequest.Builder>
serializableBuilderClass()
MonitoringStoppingCondition
stoppingCondition()
Returns the value of the StoppingCondition property for this object.List<Tag>
tags()
(Optional) An array of key-value pairs.CreateModelExplainabilityJobDefinitionRequest.Builder
toBuilder()
String
toString()
Returns a string representation of this object.-
Methods inherited from class software.amazon.awssdk.awscore.AwsRequest
overrideConfiguration
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Detail
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jobDefinitionName
public final 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.
- 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.
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modelExplainabilityBaselineConfig
public final ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig()
The baseline configuration for a model explainability job.
- Returns:
- The baseline configuration for a model explainability job.
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modelExplainabilityAppSpecification
public final ModelExplainabilityAppSpecification modelExplainabilityAppSpecification()
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.
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modelExplainabilityJobInput
public final ModelExplainabilityJobInput modelExplainabilityJobInput()
Inputs for the model explainability job.
- Returns:
- Inputs for the model explainability job.
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modelExplainabilityJobOutputConfig
public final MonitoringOutputConfig modelExplainabilityJobOutputConfig()
Returns the value of the ModelExplainabilityJobOutputConfig property for this object.- Returns:
- The value of the ModelExplainabilityJobOutputConfig property for this object.
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jobResources
public final MonitoringResources jobResources()
Returns the value of the JobResources property for this object.- Returns:
- The value of the JobResources property for this object.
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networkConfig
public final MonitoringNetworkConfig networkConfig()
Networking options for a model explainability job.
- Returns:
- Networking options for a model explainability job.
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roleArn
public final String roleArn()
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.
- Returns:
- The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.
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stoppingCondition
public final MonitoringStoppingCondition stoppingCondition()
Returns the value of the StoppingCondition property for this object.- Returns:
- The value of the StoppingCondition property for this object.
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hasTags
public final boolean hasTags()
For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check theisEmpty()
method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
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tags
public final List<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.
Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the
hasTags()
method.- 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.
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toBuilder
public CreateModelExplainabilityJobDefinitionRequest.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
- Specified by:
toBuilder
in classSageMakerRequest
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builder
public static CreateModelExplainabilityJobDefinitionRequest.Builder builder()
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serializableBuilderClass
public static Class<? extends CreateModelExplainabilityJobDefinitionRequest.Builder> serializableBuilderClass()
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hashCode
public final int hashCode()
- Overrides:
hashCode
in classAwsRequest
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equals
public final boolean equals(Object obj)
- Overrides:
equals
in classAwsRequest
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFields
in interfaceSdkPojo
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toString
public final 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.
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getValueForField
public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)
- Overrides:
getValueForField
in classSdkRequest
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sdkFieldNameToField
public final Map<String,SdkField<?>> sdkFieldNameToField()
- Specified by:
sdkFieldNameToField
in interfaceSdkPojo
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