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

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<InferenceSpecification.Builder,InferenceSpecification>
```
@Generated("software.amazon.awssdk:codegen")
public final class InferenceSpecification
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<InferenceSpecification.Builder,InferenceSpecification>
```
Defines how to perform inference generation after a training job is run.

See Also:

Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static interface InferenceSpecification.Builder

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`static InferenceSpecification.Builder`	`builder()`
`List<ModelPackageContainerDefinition>`	`containers()`	The Amazon ECR registry path of the Docker image that contains the inference code.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`boolean`	`hasContainers()`	For responses, this returns true if the service returned a value for the Containers property.
`int`	`hashCode()`
`boolean`	`hasSupportedContentTypes()`	For responses, this returns true if the service returned a value for the SupportedContentTypes property.
`boolean`	`hasSupportedRealtimeInferenceInstanceTypes()`	For responses, this returns true if the service returned a value for the SupportedRealtimeInferenceInstanceTypes property.
`boolean`	`hasSupportedResponseMIMETypes()`	For responses, this returns true if the service returned a value for the SupportedResponseMIMETypes property.
`boolean`	`hasSupportedTransformInstanceTypes()`	For responses, this returns true if the service returned a value for the SupportedTransformInstanceTypes property.
`Map<String,SdkField<?>>`	`sdkFieldNameToField()`
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends InferenceSpecification.Builder>`	`serializableBuilderClass()`
`List<String>`	`supportedContentTypes()`	The supported MIME types for the input data.
`List<ProductionVariantInstanceType>`	`supportedRealtimeInferenceInstanceTypes()`	A list of the instance types that are used to generate inferences in real-time.
`List<String>`	`supportedRealtimeInferenceInstanceTypesAsStrings()`	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.
`List<TransformInstanceType>`	`supportedTransformInstanceTypes()`	A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`List<String>`	`supportedTransformInstanceTypesAsStrings()`	A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
`InferenceSpecification.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
  - hasContainers
```
public final boolean hasContainers()
```
    For responses, this returns true if the service returned a value for the Containers 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.
  - containers
```
public final List<ModelPackageContainerDefinition> containers()
```
    The Amazon ECR registry path of the Docker image that contains the inference code.
    
    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 hasContainers() method.
    
    Returns:
    
    The Amazon ECR registry path of the Docker image that contains the inference code.
  - supportedTransformInstanceTypes
```
public final List<TransformInstanceType> supportedTransformInstanceTypes()
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    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 hasSupportedTransformInstanceTypes() method.
    
    Returns:
    
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
  - hasSupportedTransformInstanceTypes
```
public final boolean hasSupportedTransformInstanceTypes()
```
    For responses, this returns true if the service returned a value for the SupportedTransformInstanceTypes 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.
  - supportedTransformInstanceTypesAsStrings
```
public final List<String> supportedTransformInstanceTypesAsStrings()
```
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    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 hasSupportedTransformInstanceTypes() method.
    
    Returns:
    
    A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.
    
    This parameter is required for unversioned models, and optional for versioned models.
  - supportedRealtimeInferenceInstanceTypes
```
public final List<ProductionVariantInstanceType> supportedRealtimeInferenceInstanceTypes()
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    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 hasSupportedRealtimeInferenceInstanceTypes() method.
    
    Returns:
    
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
  - hasSupportedRealtimeInferenceInstanceTypes
```
public final boolean hasSupportedRealtimeInferenceInstanceTypes()
```
    For responses, this returns true if the service returned a value for the SupportedRealtimeInferenceInstanceTypes 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.
  - supportedRealtimeInferenceInstanceTypesAsStrings
```
public final List<String> supportedRealtimeInferenceInstanceTypesAsStrings()
```
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
    
    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 hasSupportedRealtimeInferenceInstanceTypes() method.
    
    Returns:
    
    A list of the instance types that are used to generate inferences in real-time.
    
    This parameter is required for unversioned models, and optional for versioned models.
  - hasSupportedContentTypes
```
public final boolean hasSupportedContentTypes()
```
    For responses, this returns true if the service returned a value for the SupportedContentTypes 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.
  - supportedContentTypes
```
public final List<String> supportedContentTypes()
```
    The supported MIME types for the input 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 hasSupportedContentTypes() method.
    
    Returns:
    
    The supported MIME types for the input data.
  - 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 InferenceSpecification.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<InferenceSpecification.Builder,InferenceSpecification>
  - builder
```
public static InferenceSpecification.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends InferenceSpecification.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
  - sdkFieldNameToField
```
public final Map<String,SdkField<?>> sdkFieldNameToField()
```
    Specified by:
    
    sdkFieldNameToField in interface SdkPojo

Class InferenceSpecification

Nested Class Summary

Method Summary

Methods inherited from class java.lang.Object

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

Method Detail

hasContainers

containers

supportedTransformInstanceTypes

hasSupportedTransformInstanceTypes

supportedTransformInstanceTypesAsStrings

supportedRealtimeInferenceInstanceTypes

hasSupportedRealtimeInferenceInstanceTypes

supportedRealtimeInferenceInstanceTypesAsStrings

hasSupportedContentTypes

supportedContentTypes

hasSupportedResponseMIMETypes

supportedResponseMIMETypes

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields

sdkFieldNameToField