software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty

All Known Implementing Classes:

CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

public static interface CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty

A structure of additional Inference Specification.

Additional Inference Specification specifies details about inference jobs that can be run with models based on this model package

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 modelInput;
 AdditionalInferenceSpecificationDefinitionProperty additionalInferenceSpecificationDefinitionProperty = AdditionalInferenceSpecificationDefinitionProperty.builder()
         .containers(List.of(ModelPackageContainerDefinitionProperty.builder()
                 .image("image")
                 // the properties below are optional
                 .containerHostname("containerHostname")
                 .environment(Map.of(
                         "environmentKey", "environment"))
                 .framework("framework")
                 .frameworkVersion("frameworkVersion")
                 .imageDigest("imageDigest")
                 .modelDataUrl("modelDataUrl")
                 .modelInput(modelInput)
                 .nearestModelName("nearestModelName")
                 .productId("productId")
                 .build()))
         .name("name")
         // the properties below are optional
         .description("description")
         .supportedContentTypes(List.of("supportedContentTypes"))
         .supportedRealtimeInferenceInstanceTypes(List.of("supportedRealtimeInferenceInstanceTypes"))
         .supportedResponseMimeTypes(List.of("supportedResponseMimeTypes"))
         .supportedTransformInstanceTypes(List.of("supportedTransformInstanceTypes"))
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

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

Method Detail

getContainers

java.lang.Object getContainers()

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

getName

java.lang.String getName()

A unique name to identify the additional inference specification.

The name must be unique within the list of your additional inference specifications for a particular model package.

getDescription

default java.lang.String getDescription()

A description of the additional Inference specification.

getSupportedContentTypes

default java.util.List<java.lang.String> getSupportedContentTypes()

The supported MIME types for the input data.

getSupportedRealtimeInferenceInstanceTypes

default java.util.List<java.lang.String> getSupportedRealtimeInferenceInstanceTypes()

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

getSupportedResponseMimeTypes

default java.util.List<java.lang.String> getSupportedResponseMimeTypes()

The supported MIME types for the output data.

getSupportedTransformInstanceTypes

default java.util.List<java.lang.String> getSupportedTransformInstanceTypes()

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

builder

static CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty.Builder builder()

Returns:

a CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty.Builder of CfnModelPackage.AdditionalInferenceSpecificationDefinitionProperty