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

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<RecommendationJobContainerConfig.Builder,RecommendationJobContainerConfig>
```
@Generated("software.amazon.awssdk:codegen")
public final class RecommendationJobContainerConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<RecommendationJobContainerConfig.Builder,RecommendationJobContainerConfig>
```
Specifies mandatory fields for running an Inference Recommender job directly in the CreateInferenceRecommendationsJob API. The fields specified in ContainerConfig override the corresponding fields in the model package. Use ContainerConfig if you want to specify these fields for the recommendation job but don't want to edit them in your model package.

See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface RecommendationJobContainerConfig.Builder

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static RecommendationJobContainerConfig.Builder`	`builder()`
`String`	`dataInputConfig()`	Specifies the name and shape of the expected data inputs for your trained model with a JSON dictionary form.
`String`	`domain()`	The machine learning domain of the model and its components.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`String`	`framework()`	The machine learning framework of the container image.
`String`	`frameworkVersion()`	The framework version of the container image.
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`int`	`hashCode()`
`boolean`	`hasSupportedInstanceTypes()`	For responses, this returns true if the service returned a value for the SupportedInstanceTypes property.
`boolean`	`hasSupportedResponseMIMETypes()`	For responses, this returns true if the service returned a value for the SupportedResponseMIMETypes property.
`String`	`nearestModelName()`	The name of a pre-trained machine learning model benchmarked by Amazon SageMaker Inference Recommender that matches your model.
`RecommendationJobPayloadConfig`	`payloadConfig()`	Specifies the `SamplePayloadUrl` and all other sample payload-related fields.
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends RecommendationJobContainerConfig.Builder>`	`serializableBuilderClass()`
`RecommendationJobSupportedEndpointType`	`supportedEndpointType()`	The endpoint type to receive recommendations for.
`String`	`supportedEndpointTypeAsString()`	The endpoint type to receive recommendations for.
`List<String>`	`supportedInstanceTypes()`	A list of the instance types that are used to generate inferences in real-time.
`List<String>`	`supportedResponseMIMETypes()`	The supported MIME types for the output data.
`String`	`task()`	The machine learning task that the model accomplishes.
`RecommendationJobContainerConfig.Builder`	`toBuilder()`
`String`	`toString()`	Returns a string representation of this object.

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
  - domain
```
public final String domain()
```
    The machine learning domain of the model and its components.
    
    Valid Values: COMPUTER_VISION | NATURAL_LANGUAGE_PROCESSING | MACHINE_LEARNING
    
    Returns:
    
    The machine learning domain of the model and its components.
    
    Valid Values: COMPUTER_VISION | NATURAL_LANGUAGE_PROCESSING | MACHINE_LEARNING
  - task
```
public final String task()
```
    The machine learning task that the model accomplishes.
    
    Valid Values: IMAGE_CLASSIFICATION | OBJECT_DETECTION | TEXT_GENERATION | IMAGE_SEGMENTATION | FILL_MASK | CLASSIFICATION | REGRESSION | OTHER
    
    Returns:
    
    The machine learning task that the model accomplishes.
    
    Valid Values: IMAGE_CLASSIFICATION | OBJECT_DETECTION | TEXT_GENERATION | IMAGE_SEGMENTATION | FILL_MASK | CLASSIFICATION | REGRESSION | OTHER
  - framework
```
public final String framework()
```
    The machine learning framework of the container image.
    
    Valid Values: TENSORFLOW | PYTORCH | XGBOOST | SAGEMAKER-SCIKIT-LEARN
    
    Returns:
    
    The machine learning framework of the container image.
    
    Valid Values: TENSORFLOW | PYTORCH | XGBOOST | SAGEMAKER-SCIKIT-LEARN
  - frameworkVersion
```
public final String frameworkVersion()
```
    The framework version of the container image.
    
    Returns:
    
    The framework version of the container image.
  - payloadConfig
```
public final RecommendationJobPayloadConfig payloadConfig()
```
    Specifies the SamplePayloadUrl and all other sample payload-related fields.
    
    Returns:
    
    Specifies the SamplePayloadUrl and all other sample payload-related fields.
  - nearestModelName
```
public final String nearestModelName()
```
    The name of a pre-trained machine learning model benchmarked by Amazon SageMaker Inference Recommender that matches your model.
    
    Valid Values: efficientnetb7 | unet | xgboost | faster-rcnn-resnet101 | nasnetlarge | vgg16 | inception-v3 | mask-rcnn | sagemaker-scikit-learn | densenet201-gluon | resnet18v2-gluon | xception | densenet201 | yolov4 | resnet152 | bert-base-cased | xceptionV1-keras | resnet50 | retinanet
    
    Returns:
    
    The name of a pre-trained machine learning model benchmarked by Amazon SageMaker Inference Recommender that matches your model.
    
    Valid Values: efficientnetb7 | unet | xgboost | faster-rcnn-resnet101 | nasnetlarge | vgg16 | inception-v3 | mask-rcnn | sagemaker-scikit-learn | densenet201-gluon | resnet18v2-gluon | xception | densenet201 | yolov4 | resnet152 | bert-base-cased | xceptionV1-keras | resnet50 | retinanet
  - hasSupportedInstanceTypes
```
public final boolean hasSupportedInstanceTypes()
```
    For responses, this returns true if the service returned a value for the SupportedInstanceTypes 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.
  - supportedInstanceTypes
```
public final List<String> supportedInstanceTypes()
```
    A list of the instance types that are used to generate inferences in real-time.
    
    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 hasSupportedInstanceTypes() method.
    
    Returns:
    
    A list of the instance types that are used to generate inferences in real-time.
  - supportedEndpointType
```
public final RecommendationJobSupportedEndpointType supportedEndpointType()
```
    The endpoint type to receive recommendations for. By default this is null, and the results of the inference recommendation job return a combined list of both real-time and serverless benchmarks. By specifying a value for this field, you can receive a longer list of benchmarks for the desired endpoint type.
    
    If the service returns an enum value that is not available in the current SDK version, supportedEndpointType will return RecommendationJobSupportedEndpointType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from supportedEndpointTypeAsString().
    
    Returns:
    
    The endpoint type to receive recommendations for. By default this is null, and the results of the inference recommendation job return a combined list of both real-time and serverless benchmarks. By specifying a value for this field, you can receive a longer list of benchmarks for the desired endpoint type.
    
    See Also:
    
    RecommendationJobSupportedEndpointType
  - supportedEndpointTypeAsString
```
public final String supportedEndpointTypeAsString()
```
    The endpoint type to receive recommendations for. By default this is null, and the results of the inference recommendation job return a combined list of both real-time and serverless benchmarks. By specifying a value for this field, you can receive a longer list of benchmarks for the desired endpoint type.
    
    If the service returns an enum value that is not available in the current SDK version, supportedEndpointType will return RecommendationJobSupportedEndpointType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from supportedEndpointTypeAsString().
    
    Returns:
    
    The endpoint type to receive recommendations for. By default this is null, and the results of the inference recommendation job return a combined list of both real-time and serverless benchmarks. By specifying a value for this field, you can receive a longer list of benchmarks for the desired endpoint type.
    
    See Also:
    
    RecommendationJobSupportedEndpointType
  - dataInputConfig
```
public final String dataInputConfig()
```
    Specifies the name and shape of the expected data inputs for your trained model with a JSON dictionary form. This field is used for optimizing your model using SageMaker Neo. For more information, see DataInputConfig.
    
    Returns:
    
    Specifies the name and shape of the expected data inputs for your trained model with a JSON dictionary form. This field is used for optimizing your model using SageMaker Neo. For more information, see DataInputConfig.
  - hasSupportedResponseMIMETypes
```
public final boolean hasSupportedResponseMIMETypes()
```
    For responses, this returns true if the service returned a value for the SupportedResponseMIMETypes 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.
  - supportedResponseMIMETypes
```
public final List<String> supportedResponseMIMETypes()
```
    The supported MIME types for the output data.
    
    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 hasSupportedResponseMIMETypes() method.
    
    Returns:
    
    The supported MIME types for the output data.
  - toBuilder
```
public RecommendationJobContainerConfig.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<RecommendationJobContainerConfig.Builder,RecommendationJobContainerConfig>
  - builder
```
public static RecommendationJobContainerConfig.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends RecommendationJobContainerConfig.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 RecommendationJobContainerConfig

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

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

Method Detail

domain

task

framework

frameworkVersion

payloadConfig

nearestModelName

hasSupportedInstanceTypes

supportedInstanceTypes

supportedEndpointType

supportedEndpointTypeAsString

dataInputConfig

hasSupportedResponseMIMETypes

supportedResponseMIMETypes

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields