software.amazon.awssdk.services.sagemaker.model

Class InferenceSpecification

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.InferenceSpecification

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<InferenceSpecification.Builder,InferenceSpecification>

@Generated(value="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 and Description
static interface	InferenceSpecification.Builder

Method Summary

Modifier and Type	Method and 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)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
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() Take this object and create a builder that contains all of the current property values of this object.
String	toString()

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

containers

public 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.

Returns:

The Amazon ECR registry path of the Docker image that contains the inference code.

supportedTransformInstanceTypes

public 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.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

Returns:

A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

supportedTransformInstanceTypesAsStrings

public 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.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

Returns:

A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

supportedRealtimeInferenceInstanceTypes

public List<ProductionVariantInstanceType> supportedRealtimeInferenceInstanceTypes()

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.

Returns:

A list of the instance types that are used to generate inferences in real-time.

supportedRealtimeInferenceInstanceTypesAsStrings

public List<String> supportedRealtimeInferenceInstanceTypesAsStrings()

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.

Returns:

A list of the instance types that are used to generate inferences in real-time.

supportedContentTypes

public 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.

Returns:

The supported MIME types for the input data.

supportedResponseMIMETypes

public 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.

Returns:

The supported MIME types for the output data.

toBuilder

public InferenceSpecification.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<InferenceSpecification.Builder,InferenceSpecification>

Returns:

a builder for type T

builder

public static InferenceSpecification.Builder builder()

serializableBuilderClass

public static Class<? extends InferenceSpecification.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

Returns:

List of SdkField in this POJO. May be empty list but should never be null.