software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.InferenceSpecificationProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelPackage.InferenceSpecificationProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

@Stability(value=Stable)
public static interface CfnModelPackage.InferenceSpecificationProperty
extends software.amazon.jsii.JsiiSerializable

Defines how to perform inference generation after a training job is run.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 Object environment;
 Object modelInput;
 InferenceSpecificationProperty inferenceSpecificationProperty = InferenceSpecificationProperty.builder()
         .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                 .image("image")
                 // the properties below are optional
                 .containerHostname("containerHostname")
                 .environment(environment)
                 .framework("framework")
                 .frameworkVersion("frameworkVersion")
                 .imageDigest("imageDigest")
                 .modelDataUrl("modelDataUrl")
                 .modelInput(modelInput)
                 .nearestModelName("nearestModelName")
                 .productId("productId")
                 .build()))
         .supportedContentTypes(List.of("supportedContentTypes"))
         .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
         // the properties below are optional
         .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
         .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnModelPackage.InferenceSpecificationProperty.Builder A builder for CfnModelPackage.InferenceSpecificationProperty
static class	CfnModelPackage.InferenceSpecificationProperty.Jsii$Proxy An implementation for CfnModelPackage.InferenceSpecificationProperty

Method Summary

Modifier and Type	Method and Description
static CfnModelPackage.InferenceSpecificationProperty.Builder	builder()
Object	getContainers() The Amazon ECR registry path of the Docker image that contains the inference code.
List<String>	getSupportedContentTypes() The supported MIME types for the input data.
default List<String>	getSupportedRealtimeInferenceInstanceTypes() A list of the instance types that are used to generate inferences in real-time.
List<String>	getSupportedResponseMimeTypes() The supported MIME types for the output data.
default List<String>	getSupportedTransformInstanceTypes() A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getContainers

@Stability(value=Stable)
 @NotNull
Object getContainers()

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

getSupportedContentTypes

@Stability(value=Stable)
 @NotNull
List<String> getSupportedContentTypes()

The supported MIME types for the input data.

getSupportedResponseMimeTypes

@Stability(value=Stable)
 @NotNull
List<String> getSupportedResponseMimeTypes()

The supported MIME types for the output data.

getSupportedRealtimeInferenceInstanceTypes

@Stability(value=Stable)
 @Nullable
default List<String> getSupportedRealtimeInferenceInstanceTypes()

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.

getSupportedTransformInstanceTypes

@Stability(value=Stable)
 @Nullable
default List<String> getSupportedTransformInstanceTypes()

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.

builder

@Stability(value=Stable)
static CfnModelPackage.InferenceSpecificationProperty.Builder builder()

Returns:

a CfnModelPackage.InferenceSpecificationProperty.Builder of CfnModelPackage.InferenceSpecificationProperty