java.lang.Object
- software.amazon.awssdk.services.sagemaker.model.RecommendationJobInputConfig

All Implemented Interfaces:: Serializable, SdkPojo, ToCopyableBuilder<RecommendationJobInputConfig.Builder,RecommendationJobInputConfig>

@Generated("software.amazon.awssdk:codegen")
public final class RecommendationJobInputConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<RecommendationJobInputConfig.Builder,RecommendationJobInputConfig>

The input configuration of the recommendation job.

See Also:: Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface RecommendationJobInputConfig.Builder

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static RecommendationJobInputConfig.Builder`	`builder()`
`RecommendationJobContainerConfig`	`containerConfig()`	Specifies mandatory fields for running an Inference Recommender job.
`List<EndpointInputConfiguration>`	`endpointConfigurations()`	Specifies the endpoint configuration to use for a job.
`List<EndpointInfo>`	`endpoints()`	Existing customer endpoints on which to run an Inference Recommender job.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`boolean`	`hasEndpointConfigurations()`	For responses, this returns true if the service returned a value for the EndpointConfigurations property.
`boolean`	`hasEndpoints()`	For responses, this returns true if the service returned a value for the Endpoints property.
`int`	`hashCode()`
`Integer`	`jobDurationInSeconds()`	Specifies the maximum duration of the job, in seconds.
`String`	`modelName()`	The name of the created model.
`String`	`modelPackageVersionArn()`	The Amazon Resource Name (ARN) of a versioned model package.
`RecommendationJobResourceLimit`	`resourceLimit()`	Defines the resource limit of the job.
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends RecommendationJobInputConfig.Builder>`	`serializableBuilderClass()`
`RecommendationJobInputConfig.Builder`	`toBuilder()`
`String`	`toString()`	Returns a string representation of this object.
`TrafficPattern`	`trafficPattern()`	Specifies the traffic pattern of the job.
`String`	`volumeKmsKeyId()`	The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
`RecommendationJobVpcConfig`	`vpcConfig()`	Inference Recommender provisions SageMaker endpoints with access to VPC in the inference recommendation job.

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy

- Method Detail
  - modelPackageVersionArn
```
public final String modelPackageVersionArn()
```
    The Amazon Resource Name (ARN) of a versioned model package.
    
    Returns:
    
    The Amazon Resource Name (ARN) of a versioned model package.
  - modelName
```
public final String modelName()
```
    The name of the created model.
    
    Returns:
    
    The name of the created model.
  - jobDurationInSeconds
```
public final Integer jobDurationInSeconds()
```
    Specifies the maximum duration of the job, in seconds. The maximum value is 18,000 seconds.
    
    Returns:
    
    Specifies the maximum duration of the job, in seconds. The maximum value is 18,000 seconds.
  - trafficPattern
```
public final TrafficPattern trafficPattern()
```
    Specifies the traffic pattern of the job.
    
    Returns:
    
    Specifies the traffic pattern of the job.
  - resourceLimit
```
public final RecommendationJobResourceLimit resourceLimit()
```
    Defines the resource limit of the job.
    
    Returns:
    
    Defines the resource limit of the job.
  - hasEndpointConfigurations
```
public final boolean hasEndpointConfigurations()
```
    For responses, this returns true if the service returned a value for the EndpointConfigurations property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() 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.
  - endpointConfigurations
```
public final List<EndpointInputConfiguration> endpointConfigurations()
```
    Specifies the endpoint configuration to use for a job.
    
    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 hasEndpointConfigurations() method.
    
    Returns:
    
    Specifies the endpoint configuration to use for a job.
  - volumeKmsKeyId
```
public final String volumeKmsKeyId()
```
    The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. This key will be passed to SageMaker Hosting for endpoint creation.
    
    The SageMaker execution role must have kms:CreateGrant permission in order to encrypt data on the storage volume of the endpoints created for inference recommendation. The inference recommendation job will fail asynchronously during endpoint configuration creation if the role passed does not have kms:CreateGrant permission.
    
    The KmsKeyId can be any of the following formats:
    
    // KMS Key ID
    
    "1234abcd-12ab-34cd-56ef-1234567890ab"
    
    // Amazon Resource Name (ARN) of a KMS Key
    
    "arn:aws:kms:<region>:<account>:key/<key-id-12ab-34cd-56ef-1234567890ab>"
    
    // KMS Key Alias
    
    "alias/ExampleAlias"
    
    // Amazon Resource Name (ARN) of a KMS Key Alias
    
    "arn:aws:kms:<region>:<account>:alias/<ExampleAlias>"
    
    For more information about key identifiers, see Key identifiers (KeyID) in the Amazon Web Services Key Management Service (Amazon Web Services KMS) documentation.
    Returns:
    
    The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. This key will be passed to SageMaker Hosting for endpoint creation.
    
    The SageMaker execution role must have kms:CreateGrant permission in order to encrypt data on the storage volume of the endpoints created for inference recommendation. The inference recommendation job will fail asynchronously during endpoint configuration creation if the role passed does not have kms:CreateGrant permission.
    
    The KmsKeyId can be any of the following formats:
    
    // KMS Key ID
    
    "1234abcd-12ab-34cd-56ef-1234567890ab"
    
    // Amazon Resource Name (ARN) of a KMS Key
    
    "arn:aws:kms:<region>:<account>:key/<key-id-12ab-34cd-56ef-1234567890ab>"
    
    // KMS Key Alias
    
    "alias/ExampleAlias"
    
    // Amazon Resource Name (ARN) of a KMS Key Alias
    
    "arn:aws:kms:<region>:<account>:alias/<ExampleAlias>"
    
    For more information about key identifiers, see Key identifiers (KeyID) in the Amazon Web Services Key Management Service (Amazon Web Services KMS) documentation.
  - containerConfig
```
public final RecommendationJobContainerConfig containerConfig()
```
    Specifies mandatory fields for running an Inference Recommender job. The fields specified in ContainerConfig override the corresponding fields in the model package.
    
    Returns:
    
    Specifies mandatory fields for running an Inference Recommender job. The fields specified in ContainerConfig override the corresponding fields in the model package.
  - hasEndpoints
```
public final boolean hasEndpoints()
```
    For responses, this returns true if the service returned a value for the Endpoints property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() 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.
  - endpoints
```
public final List<EndpointInfo> endpoints()
```
    Existing customer endpoints on which to run an Inference Recommender job.
    
    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 hasEndpoints() method.
    
    Returns:
    
    Existing customer endpoints on which to run an Inference Recommender job.
  - vpcConfig
```
public final RecommendationJobVpcConfig vpcConfig()
```
    Inference Recommender provisions SageMaker endpoints with access to VPC in the inference recommendation job.
    
    Returns:
    
    Inference Recommender provisions SageMaker endpoints with access to VPC in the inference recommendation job.
  - toBuilder
```
public RecommendationJobInputConfig.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<RecommendationJobInputConfig.Builder,RecommendationJobInputConfig>
  - builder
```
public static RecommendationJobInputConfig.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends RecommendationJobInputConfig.Builder> serializableBuilderClass()
```
  - hashCode
```
public final int hashCode()
```
    Overrides:
    
    hashCode in class Object
  - equals
```
public final boolean equals(Object obj)
```
    Overrides:
    
    equals in class Object
  - equalsBySdkFields
```
public final boolean equalsBySdkFields(Object obj)
```
    Specified by:
    
    equalsBySdkFields in interface SdkPojo
  - 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.
    
    Overrides:
    
    toString in class Object
  - getValueForField
```
public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)
```
  - sdkFields
```
public final List<SdkField<?>> sdkFields()
```
    Specified by:
    
    sdkFields in interface SdkPojo

Class RecommendationJobInputConfig

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

Method Detail

modelPackageVersionArn

modelName

jobDurationInSeconds

trafficPattern

resourceLimit

hasEndpointConfigurations

endpointConfigurations

volumeKmsKeyId

containerConfig

hasEndpoints

endpoints

vpcConfig

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields