Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig

java.lang.Object

software.amazon.jsii.JsiiObject

software.constructs.Construct

software.amazon.awscdk.CfnElement

software.amazon.awscdk.CfnRefElement

software.amazon.awscdk.CfnResource

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig

All Implemented Interfaces:

IInspectable, IEnvironmentAware, IEndpointConfigRef, ITaggable, software.amazon.jsii.JsiiSerializable, software.constructs.IConstruct, software.constructs.IDependable

@Generated(value="jsii-pacmak/1.139.0 (build 26a6b54)",
           date="2026-09-02T11:03:18.486Z")
@Stability(Stable)
public class CfnEndpointConfig
extends CfnResource
implements IInspectable, IEndpointConfigRef, ITaggable

The AWS::SageMaker::EndpointConfig resource creates a configuration for an Amazon SageMaker endpoint.

For more information, see CreateEndpointConfig in the SageMaker Developer Guide .

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.*;
 CfnEndpointConfig cfnEndpointConfig = CfnEndpointConfig.Builder.create(this, "MyCfnEndpointConfig")
         .productionVariants(List.of(ProductionVariantProperty.builder()
                 .variantName("variantName")
                 // the properties below are optional
                 .acceleratorType("acceleratorType")
                 .capacityReservationConfig(CapacityReservationConfigProperty.builder()
                         .capacityReservationPreference("capacityReservationPreference")
                         .mlReservationArn("mlReservationArn")
                         .build())
                 .containerStartupHealthCheckTimeoutInSeconds(123)
                 .coreDumpConfig(CoreDumpConfigProperty.builder()
                         .destinationS3Uri("destinationS3Uri")
                         // the properties below are optional
                         .kmsKeyId("kmsKeyId")
                         .build())
                 .enableSsmAccess(false)
                 .inferenceAmiVersion("inferenceAmiVersion")
                 .initialInstanceCount(123)
                 .initialVariantWeight(123)
                 .instancePools(List.of(InstancePoolProperty.builder()
                         .instanceType("instanceType")
                         .priority(123)
                         // the properties below are optional
                         .modelNameOverride("modelNameOverride")
                         .build()))
                 .instanceType("instanceType")
                 .managedInstanceScaling(ManagedInstanceScalingProperty.builder()
                         .maxInstanceCount(123)
                         .minInstanceCount(123)
                         .scaleInPolicy(ScaleInPolicyProperty.builder()
                                 .strategy("strategy")
                                 // the properties below are optional
                                 .cooldownInMinutes(123)
                                 .maximumStepSize(123)
                                 .build())
                         .status("status")
                         .build())
                 .modelDataDownloadTimeoutInSeconds(123)
                 .modelName("modelName")
                 .routingConfig(RoutingConfigProperty.builder()
                         .prefixAwareRoutingConfig(PrefixAwareRoutingConfigProperty.builder()
                                 .concurrencyThreshold(123)
                                 .prefixLength(123)
                                 .build())
                         .routingStrategy("routingStrategy")
                         .build())
                 .serverlessConfig(ServerlessConfigProperty.builder()
                         .maxConcurrency(123)
                         .memorySizeInMb(123)
                         // the properties below are optional
                         .provisionedConcurrency(123)
                         .build())
                 .variantInstanceProvisionTimeoutInSeconds(123)
                 .volumeSizeInGb(123)
                 .build()))
         // the properties below are optional
         .asyncInferenceConfig(AsyncInferenceConfigProperty.builder()
                 .outputConfig(AsyncInferenceOutputConfigProperty.builder()
                         .kmsKeyId("kmsKeyId")
                         .notificationConfig(AsyncInferenceNotificationConfigProperty.builder()
                                 .errorTopic("errorTopic")
                                 .includeInferenceResponseIn(List.of("includeInferenceResponseIn"))
                                 .successTopic("successTopic")
                                 .build())
                         .s3FailurePath("s3FailurePath")
                         .s3OutputPath("s3OutputPath")
                         .build())
                 // the properties below are optional
                 .clientConfig(AsyncInferenceClientConfigProperty.builder()
                         .maxConcurrentInvocationsPerInstance(123)
                         .build())
                 .build())
         .dataCaptureConfig(DataCaptureConfigProperty.builder()
                 .captureOptions(List.of(CaptureOptionProperty.builder()
                         .captureMode("captureMode")
                         .build()))
                 .destinationS3Uri("destinationS3Uri")
                 .initialSamplingPercentage(123)
                 // the properties below are optional
                 .captureContentTypeHeader(CaptureContentTypeHeaderProperty.builder()
                         .csvContentTypes(List.of("csvContentTypes"))
                         .jsonContentTypes(List.of("jsonContentTypes"))
                         .build())
                 .enableCapture(false)
                 .kmsKeyId("kmsKeyId")
                 .build())
         .enableNetworkIsolation(false)
         .endpointConfigName("endpointConfigName")
         .executionRoleArn("executionRoleArn")
         .explainerConfig(ExplainerConfigProperty.builder()
                 .clarifyExplainerConfig(ClarifyExplainerConfigProperty.builder()
                         .shapConfig(ClarifyShapConfigProperty.builder()
                                 .shapBaselineConfig(ClarifyShapBaselineConfigProperty.builder()
                                         .mimeType("mimeType")
                                         .shapBaseline("shapBaseline")
                                         .shapBaselineUri("shapBaselineUri")
                                         .build())
                                 // the properties below are optional
                                 .numberOfSamples(123)
                                 .seed(123)
                                 .textConfig(ClarifyTextConfigProperty.builder()
                                         .granularity("granularity")
                                         .language("language")
                                         .build())
                                 .useLogit(false)
                                 .build())
                         // the properties below are optional
                         .enableExplanations("enableExplanations")
                         .inferenceConfig(ClarifyInferenceConfigProperty.builder()
                                 .contentTemplate("contentTemplate")
                                 .featureHeaders(List.of("featureHeaders"))
                                 .featuresAttribute("featuresAttribute")
                                 .featureTypes(List.of("featureTypes"))
                                 .labelAttribute("labelAttribute")
                                 .labelHeaders(List.of("labelHeaders"))
                                 .labelIndex(123)
                                 .maxPayloadInMb(123)
                                 .maxRecordCount(123)
                                 .probabilityAttribute("probabilityAttribute")
                                 .probabilityIndex(123)
                                 .build())
                         .build())
                 .build())
         .kmsKeyId("kmsKeyId")
         .metricsConfig(MetricsConfigProperty.builder()
                 .enableDetailedObservability(false)
                 .enableEnhancedMetrics(false)
                 .metricPublishFrequencyInSeconds(123)
                 .build())
         .shadowProductionVariants(List.of(ProductionVariantProperty.builder()
                 .variantName("variantName")
                 // the properties below are optional
                 .acceleratorType("acceleratorType")
                 .capacityReservationConfig(CapacityReservationConfigProperty.builder()
                         .capacityReservationPreference("capacityReservationPreference")
                         .mlReservationArn("mlReservationArn")
                         .build())
                 .containerStartupHealthCheckTimeoutInSeconds(123)
                 .coreDumpConfig(CoreDumpConfigProperty.builder()
                         .destinationS3Uri("destinationS3Uri")
                         // the properties below are optional
                         .kmsKeyId("kmsKeyId")
                         .build())
                 .enableSsmAccess(false)
                 .inferenceAmiVersion("inferenceAmiVersion")
                 .initialInstanceCount(123)
                 .initialVariantWeight(123)
                 .instancePools(List.of(InstancePoolProperty.builder()
                         .instanceType("instanceType")
                         .priority(123)
                         // the properties below are optional
                         .modelNameOverride("modelNameOverride")
                         .build()))
                 .instanceType("instanceType")
                 .managedInstanceScaling(ManagedInstanceScalingProperty.builder()
                         .maxInstanceCount(123)
                         .minInstanceCount(123)
                         .scaleInPolicy(ScaleInPolicyProperty.builder()
                                 .strategy("strategy")
                                 // the properties below are optional
                                 .cooldownInMinutes(123)
                                 .maximumStepSize(123)
                                 .build())
                         .status("status")
                         .build())
                 .modelDataDownloadTimeoutInSeconds(123)
                 .modelName("modelName")
                 .routingConfig(RoutingConfigProperty.builder()
                         .prefixAwareRoutingConfig(PrefixAwareRoutingConfigProperty.builder()
                                 .concurrencyThreshold(123)
                                 .prefixLength(123)
                                 .build())
                         .routingStrategy("routingStrategy")
                         .build())
                 .serverlessConfig(ServerlessConfigProperty.builder()
                         .maxConcurrency(123)
                         .memorySizeInMb(123)
                         // the properties below are optional
                         .provisionedConcurrency(123)
                         .build())
                 .variantInstanceProvisionTimeoutInSeconds(123)
                 .volumeSizeInGb(123)
                 .build()))
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .vpcConfig(VpcConfigProperty.builder()
                 .securityGroupIds(List.of("securityGroupIds"))
                 .subnets(List.of("subnets"))
                 .build())
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	CfnEndpointConfig.AsyncInferenceClientConfigProperty	Configures the behavior of the client used by SageMaker to interact with the model container during asynchronous inference.
static interface	CfnEndpointConfig.AsyncInferenceConfigProperty	Specifies configuration for how an endpoint performs asynchronous inference.
static interface	CfnEndpointConfig.AsyncInferenceNotificationConfigProperty	Specifies the configuration for notifications of inference results for asynchronous inference.
static interface	CfnEndpointConfig.AsyncInferenceOutputConfigProperty	Specifies the configuration for asynchronous inference invocation outputs.
static final class	CfnEndpointConfig.Builder	A fluent builder for CfnEndpointConfig.
static interface	CfnEndpointConfig.CapacityReservationConfigProperty	Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint.
static interface	CfnEndpointConfig.CaptureContentTypeHeaderProperty	Specifies the JSON and CSV content types of the data that the endpoint captures.
static interface	CfnEndpointConfig.CaptureOptionProperty	Specifies whether the endpoint captures input data or output data.
static interface	CfnEndpointConfig.ClarifyExplainerConfigProperty	The configuration parameters for the SageMaker Clarify explainer.
static interface	CfnEndpointConfig.ClarifyInferenceConfigProperty	The inference configuration parameter for the model container.
static interface	CfnEndpointConfig.ClarifyShapBaselineConfigProperty	The configuration for the SHAP baseline (also called the background or reference dataset) of the Kernal SHAP algorithm.
static interface	CfnEndpointConfig.ClarifyShapConfigProperty	The configuration for SHAP analysis using SageMaker Clarify Explainer.
static interface	CfnEndpointConfig.ClarifyTextConfigProperty	A parameter used to configure the SageMaker Clarify explainer to treat text features as text so that explanations are provided for individual units of text.
static interface	CfnEndpointConfig.CoreDumpConfigProperty	Specifies where SageMaker writes core dumps from the model container when the process crashes, and how it encrypts them.
static interface	CfnEndpointConfig.DataCaptureConfigProperty	Specifies the configuration of your endpoint for model monitor data capture.
static interface	CfnEndpointConfig.ExplainerConfigProperty	A parameter to activate explainers.
static interface	CfnEndpointConfig.InstancePoolProperty	Specifies an instance type and its priority for a heterogeneous endpoint.
static interface	CfnEndpointConfig.ManagedInstanceScalingProperty	Settings that control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.
static interface	CfnEndpointConfig.MetricsConfigProperty	Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.
static interface	CfnEndpointConfig.PrefixAwareRoutingConfigProperty	The configuration for prefix-aware routing on a SageMaker real-time inference endpoint.
static interface	CfnEndpointConfig.ProductionVariantProperty	Specifies a model that you want to host and the resources to deploy for hosting it.
static interface	CfnEndpointConfig.RoutingConfigProperty	Settings that control how the endpoint routes incoming traffic to the instances that the endpoint hosts.
static interface	CfnEndpointConfig.ScaleInPolicyProperty	Specifies how the endpoint releases instances when managed instance scaling scales in.
static interface	CfnEndpointConfig.ServerlessConfigProperty	Specifies the serverless configuration for an endpoint variant.
static interface	CfnEndpointConfig.VpcConfigProperty	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.constructs.IConstruct

software.constructs.IConstruct.Jsii$Default

Nested classes/interfaces inherited from interface software.amazon.awscdk.interfaces.sagemaker.IEndpointConfigRef

IEndpointConfigRef.Jsii$Default, IEndpointConfigRef.Jsii$Proxy

Nested classes/interfaces inherited from interface software.amazon.awscdk.IInspectable

IInspectable.Jsii$Default, IInspectable.Jsii$Proxy

Nested classes/interfaces inherited from interface software.amazon.awscdk.ITaggable

ITaggable.Jsii$Default, ITaggable.Jsii$Proxy

Field Summary

Fields

Modifier and Type	Field	Description
static final String	CFN_RESOURCE_TYPE_NAME	The CloudFormation resource type name for this resource class.

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	CfnEndpointConfig(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	CfnEndpointConfig(software.amazon.jsii.JsiiObjectRef objRef)
	CfnEndpointConfig(software.constructs.Construct scope, String id, CfnEndpointConfigProps props)	Create a new AWS::SageMaker::EndpointConfig.

Method Summary

Modifier and Type	Method	Description
static String	arnForEndpointConfig(IEndpointConfigRef resource)
Object	getAsyncInferenceConfig()	Specifies configuration for how an endpoint performs asynchronous inference.
String	getAttrEndpointConfigArn()	The Amazon Resource Name (ARN) of the endpoint configuration.
String	getAttrEndpointConfigName()	The name of the endpoint configuration, such as MyEndpointConfiguration .
String	getAttrId()
protected Map<String,Object>	getCfnProperties()
protected Map<String,String>	getCfnPropertyNames()
Object	getDataCaptureConfig()	Specifies how to capture endpoint data for model monitor.
Object	getEnableNetworkIsolation()	Sets whether all model containers deployed to the endpoint are isolated.
String	getEndpointConfigName()	The name of the endpoint configuration.
EndpointConfigReference	getEndpointConfigRef()	A reference to a EndpointConfig resource.
String	getExecutionRoleArn()	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform actions on your behalf.
Object	getExplainerConfig()	A parameter to activate explainers.
String	getKmsKeyId()	The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
Object	getMetricsConfig()	Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.
Object	getProductionVariants()	A list of ProductionVariant objects, one for each model that you want to host at this endpoint.
Object	getShadowProductionVariants()	Array of ProductionVariant objects.
TagManager	getTags()	Tag Manager which manages the tags for this resource.
List<CfnTag>	getTagsRaw()	A list of key-value pairs to apply to this resource.
Object	getVpcConfig()	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
void	inspect(TreeInspector inspector)	Examines the CloudFormation resource and discloses attributes.
static Boolean	isCfnEndpointConfig(Object x)	Checks whether the given object is a CfnEndpointConfig.
protected Map<String,Object>	renderProperties(Map<String,Object> props)
void	setAsyncInferenceConfig(IResolvable value)	Specifies configuration for how an endpoint performs asynchronous inference.
void	setAsyncInferenceConfig(CfnEndpointConfig.AsyncInferenceConfigProperty value)	Specifies configuration for how an endpoint performs asynchronous inference.
void	setDataCaptureConfig(IResolvable value)	Specifies how to capture endpoint data for model monitor.
void	setDataCaptureConfig(CfnEndpointConfig.DataCaptureConfigProperty value)	Specifies how to capture endpoint data for model monitor.
void	setEnableNetworkIsolation(Boolean value)	Sets whether all model containers deployed to the endpoint are isolated.
void	setEnableNetworkIsolation(IResolvable value)	Sets whether all model containers deployed to the endpoint are isolated.
void	setEndpointConfigName(String value)	The name of the endpoint configuration.
void	setExecutionRoleArn(String value)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform actions on your behalf.
void	setExplainerConfig(IResolvable value)	A parameter to activate explainers.
void	setExplainerConfig(CfnEndpointConfig.ExplainerConfigProperty value)	A parameter to activate explainers.
void	setKmsKeyId(String value)	The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
void	setMetricsConfig(IResolvable value)	Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.
void	setMetricsConfig(CfnEndpointConfig.MetricsConfigProperty value)	Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.
void	setProductionVariants(List<Object> value)	A list of ProductionVariant objects, one for each model that you want to host at this endpoint.
void	setProductionVariants(IResolvable value)	A list of ProductionVariant objects, one for each model that you want to host at this endpoint.
void	setShadowProductionVariants(List<Object> value)	Array of ProductionVariant objects.
void	setShadowProductionVariants(IResolvable value)	Array of ProductionVariant objects.
void	setTagsRaw(List<CfnTag> value)	A list of key-value pairs to apply to this resource.
void	setVpcConfig(IResolvable value)	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.
void	setVpcConfig(CfnEndpointConfig.VpcConfigProperty value)	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

Methods inherited from class software.amazon.awscdk.CfnResource

addDeletionOverride, addDependency, addDependsOn, addMetadata, addOverride, addPropertyDeletionOverride, addPropertyOverride, addResourceDependency, addResourceDependency, applyCrossStackReferenceStrength, applyRemovalPolicy, applyRemovalPolicy, applyRemovalPolicy, cfnPropertyName, getAtt, getAtt, getCfnOptions, getCfnResourceType, getEnv, getMetadata, getUpdatedProperites, getUpdatedProperties, isCfnResource, obtainDependencies, removeDependency, removeResourceDependency, replaceDependency, shouldSynthesize, toString, validateProperties

Methods inherited from class software.amazon.awscdk.CfnRefElement

getRef

Methods inherited from class software.amazon.awscdk.CfnElement

getCreationStack, getLogicalId, getStack, isCfnElement, overrideLogicalId, with

Methods inherited from class software.constructs.Construct

getNode, isConstruct

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.constructs.IConstruct

getNode, with

Methods inherited from interface software.amazon.awscdk.interfaces.IEnvironmentAware

getEnv

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Field Details

CFN_RESOURCE_TYPE_NAME

@Stability(Stable)
public static final String CFN_RESOURCE_TYPE_NAME

The CloudFormation resource type name for this resource class.

Constructor Details

CfnEndpointConfig

protected CfnEndpointConfig(software.amazon.jsii.JsiiObjectRef objRef)

CfnEndpointConfig

protected CfnEndpointConfig(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)

CfnEndpointConfig

@Stability(Stable)
public CfnEndpointConfig(@NotNull
 software.constructs.Construct scope,
 @NotNull
 String id,
 @NotNull
 CfnEndpointConfigProps props)

Create a new AWS::SageMaker::EndpointConfig.

Parameters:

scope - Scope in which this resource is defined. This parameter is required.

id - Construct identifier for this resource (unique in its scope). This parameter is required.

props - Resource properties. This parameter is required.

Method Details

arnForEndpointConfig

@Stability(Stable)
@NotNull
public static String arnForEndpointConfig(@NotNull
 IEndpointConfigRef resource)

Parameters:

resource - This parameter is required.

isCfnEndpointConfig

@Stability(Stable)
@NotNull
public static Boolean isCfnEndpointConfig(@NotNull
 Object x)

Checks whether the given object is a CfnEndpointConfig.

Parameters:

x - This parameter is required.

inspect

@Stability(Stable)
public void inspect(@NotNull
 TreeInspector inspector)

Examines the CloudFormation resource and discloses attributes.

Specified by:

inspect in interface IInspectable

Parameters:

inspector - tree inspector to collect and process attributes. This parameter is required.

renderProperties

@Stability(Stable)
@NotNull
protected Map<String,Object> renderProperties(@NotNull
 Map<String,Object> props)

Overrides:

renderProperties in class CfnResource

Parameters:

props - This parameter is required.

getAttrEndpointConfigArn

@Stability(Stable)
@NotNull
public String getAttrEndpointConfigArn()

The Amazon Resource Name (ARN) of the endpoint configuration.

getAttrEndpointConfigName

@Stability(Stable)
@NotNull
public String getAttrEndpointConfigName()

The name of the endpoint configuration, such as MyEndpointConfiguration .

getAttrId

@Stability(Stable)
@NotNull
public String getAttrId()

getCfnProperties

@Stability(Stable)
@NotNull
protected Map<String,Object> getCfnProperties()

Overrides:

getCfnProperties in class CfnResource

getCfnPropertyNames

@Stability(Stable)
@NotNull
protected Map<String,String> getCfnPropertyNames()

Overrides:

getCfnPropertyNames in class CfnResource

getEndpointConfigRef

@Stability(Stable)
@NotNull
public EndpointConfigReference getEndpointConfigRef()

A reference to a EndpointConfig resource.

Specified by:

getEndpointConfigRef in interface IEndpointConfigRef

getTags

@Stability(Stable)
@NotNull
public TagManager getTags()

Tag Manager which manages the tags for this resource.

Specified by:

getTags in interface ITaggable

getProductionVariants

@Stability(Stable)
@NotNull
public Object getProductionVariants()

A list of ProductionVariant objects, one for each model that you want to host at this endpoint.

Returns union: either IResolvable or Listinvalid input: '<'either IResolvable or CfnEndpointConfig.ProductionVariantProperty>

setProductionVariants

@Stability(Stable)
public void setProductionVariants(@NotNull
 IResolvable value)

A list of ProductionVariant objects, one for each model that you want to host at this endpoint.

setProductionVariants

@Stability(Stable)
public void setProductionVariants(@NotNull
 List<Object> value)

A list of ProductionVariant objects, one for each model that you want to host at this endpoint.

getAsyncInferenceConfig

@Stability(Stable)
@Nullable
public Object getAsyncInferenceConfig()

Specifies configuration for how an endpoint performs asynchronous inference.

Returns union: either IResolvable or CfnEndpointConfig.AsyncInferenceConfigProperty

setAsyncInferenceConfig

@Stability(Stable)
public void setAsyncInferenceConfig(@Nullable
 IResolvable value)

Specifies configuration for how an endpoint performs asynchronous inference.

setAsyncInferenceConfig

@Stability(Stable)
public void setAsyncInferenceConfig(@Nullable
 CfnEndpointConfig.AsyncInferenceConfigProperty value)

Specifies configuration for how an endpoint performs asynchronous inference.

getDataCaptureConfig

@Stability(Stable)
@Nullable
public Object getDataCaptureConfig()

Specifies how to capture endpoint data for model monitor.

Returns union: either IResolvable or CfnEndpointConfig.DataCaptureConfigProperty

setDataCaptureConfig

@Stability(Stable)
public void setDataCaptureConfig(@Nullable
 IResolvable value)

Specifies how to capture endpoint data for model monitor.

setDataCaptureConfig

@Stability(Stable)
public void setDataCaptureConfig(@Nullable
 CfnEndpointConfig.DataCaptureConfigProperty value)

Specifies how to capture endpoint data for model monitor.

getEnableNetworkIsolation

@Stability(Stable)
@Nullable
public Object getEnableNetworkIsolation()

Sets whether all model containers deployed to the endpoint are isolated.

Returns union: either Boolean or IResolvable

setEnableNetworkIsolation

@Stability(Stable)
public void setEnableNetworkIsolation(@Nullable
 Boolean value)

Sets whether all model containers deployed to the endpoint are isolated.

setEnableNetworkIsolation

@Stability(Stable)
public void setEnableNetworkIsolation(@Nullable
 IResolvable value)

Sets whether all model containers deployed to the endpoint are isolated.

getEndpointConfigName

@Stability(Stable)
@Nullable
public String getEndpointConfigName()

The name of the endpoint configuration.

setEndpointConfigName

@Stability(Stable)
public void setEndpointConfigName(@Nullable
 String value)

The name of the endpoint configuration.

getExecutionRoleArn

@Stability(Stable)
@Nullable
public String getExecutionRoleArn()

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform actions on your behalf.

setExecutionRoleArn

@Stability(Stable)
public void setExecutionRoleArn(@Nullable
 String value)

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform actions on your behalf.

getExplainerConfig

@Stability(Stable)
@Nullable
public Object getExplainerConfig()

A parameter to activate explainers.

Returns union: either IResolvable or CfnEndpointConfig.ExplainerConfigProperty

setExplainerConfig

@Stability(Stable)
public void setExplainerConfig(@Nullable
 IResolvable value)

A parameter to activate explainers.

setExplainerConfig

@Stability(Stable)
public void setExplainerConfig(@Nullable
 CfnEndpointConfig.ExplainerConfigProperty value)

A parameter to activate explainers.

getKmsKeyId

@Stability(Stable)
@Nullable
public String getKmsKeyId()

The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

setKmsKeyId

@Stability(Stable)
public void setKmsKeyId(@Nullable
 String value)

The Amazon Resource Name (ARN) of an AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

getMetricsConfig

@Stability(Stable)
@Nullable
public Object getMetricsConfig()

Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.

Returns union: either IResolvable or CfnEndpointConfig.MetricsConfigProperty

setMetricsConfig

@Stability(Stable)
public void setMetricsConfig(@Nullable
 IResolvable value)

Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.

setMetricsConfig

@Stability(Stable)
public void setMetricsConfig(@Nullable
 CfnEndpointConfig.MetricsConfigProperty value)

Specifies the metrics that the endpoint publishes to Amazon CloudWatch, the frequency of publication, and whether to enable enhanced or detailed observability metrics.

getShadowProductionVariants

@Stability(Stable)
@Nullable
public Object getShadowProductionVariants()

Array of ProductionVariant objects.

Returns union: either IResolvable or Listinvalid input: '<'either IResolvable or CfnEndpointConfig.ProductionVariantProperty>

setShadowProductionVariants

@Stability(Stable)
public void setShadowProductionVariants(@Nullable
 IResolvable value)

Array of ProductionVariant objects.

setShadowProductionVariants

@Stability(Stable)
public void setShadowProductionVariants(@Nullable
 List<Object> value)

Array of ProductionVariant objects.

getTagsRaw

@Stability(Stable)
@Nullable
public List<CfnTag> getTagsRaw()

A list of key-value pairs to apply to this resource.

setTagsRaw

@Stability(Stable)
public void setTagsRaw(@Nullable
 List<CfnTag> value)

A list of key-value pairs to apply to this resource.

getVpcConfig

@Stability(Stable)
@Nullable
public Object getVpcConfig()

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

Returns union: either IResolvable or CfnEndpointConfig.VpcConfigProperty

setVpcConfig

@Stability(Stable)
public void setVpcConfig(@Nullable
 IResolvable value)

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

setVpcConfig

@Stability(Stable)
public void setVpcConfig(@Nullable
 CfnEndpointConfig.VpcConfigProperty value)

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.