software.amazon.awscdk.services.sagemaker

Class CfnEndpoint

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.CfnEndpoint

All Implemented Interfaces:

IInspectable, software.amazon.jsii.JsiiSerializable, software.constructs.IConstruct, software.constructs.IDependable

@Generated(value="jsii-pacmak/1.67.0 (build 2c027f5)",
           date="2022-09-19T20:26:41.873Z")
 @Stability(value=Stable)
public class CfnEndpoint
extends CfnResource
implements IInspectable

A CloudFormation `AWS::SageMaker::Endpoint`.

Use the AWS::SageMaker::Endpoint resource to create an endpoint using the specified configuration in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the AWS::SageMaker::EndpointConfig resource. For more information, see Deploy a Model on Amazon SageMaker Hosting Services in the Amazon 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.*;
 CfnEndpoint cfnEndpoint = CfnEndpoint.Builder.create(this, "MyCfnEndpoint")
         .endpointConfigName("endpointConfigName")
         // the properties below are optional
         .deploymentConfig(DeploymentConfigProperty.builder()
                 .blueGreenUpdatePolicy(BlueGreenUpdatePolicyProperty.builder()
                         .trafficRoutingConfiguration(TrafficRoutingConfigProperty.builder()
                                 .type("type")
                                 // the properties below are optional
                                 .canarySize(CapacitySizeProperty.builder()
                                         .type("type")
                                         .value(123)
                                         .build())
                                 .linearStepSize(CapacitySizeProperty.builder()
                                         .type("type")
                                         .value(123)
                                         .build())
                                 .waitIntervalInSeconds(123)
                                 .build())
                         // the properties below are optional
                         .maximumExecutionTimeoutInSeconds(123)
                         .terminationWaitInSeconds(123)
                         .build())
                 // the properties below are optional
                 .autoRollbackConfiguration(AutoRollbackConfigProperty.builder()
                         .alarms(List.of(AlarmProperty.builder()
                                 .alarmName("alarmName")
                                 .build()))
                         .build())
                 .build())
         .endpointName("endpointName")
         .excludeRetainedVariantProperties(List.of(VariantPropertyProperty.builder()
                 .variantPropertyType("variantPropertyType")
                 .build()))
         .retainAllVariantProperties(false)
         .retainDeploymentConfig(false)
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CfnEndpoint.AlarmProperty An Amazon CloudWatch alarm configured to monitor metrics on an endpoint.
static interface	CfnEndpoint.AutoRollbackConfigProperty Automatic rollback configuration for handling endpoint deployment failures and recovery.
static interface	CfnEndpoint.BlueGreenUpdatePolicyProperty Update policy for a blue/green deployment.
static class	CfnEndpoint.Builder A fluent builder for CfnEndpoint.
static interface	CfnEndpoint.CapacitySizeProperty Specifies the endpoint capacity to activate for production.
static interface	CfnEndpoint.DeploymentConfigProperty The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
static interface	CfnEndpoint.TrafficRoutingConfigProperty Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new fleet.
static interface	CfnEndpoint.VariantPropertyProperty Specifies a production variant property type for an Endpoint.

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

software.amazon.jsii.JsiiObject.InitializationMode

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

IInspectable.Jsii$Default, IInspectable.Jsii$Proxy

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

software.constructs.IConstruct.Jsii$Default

Field Summary

Fields

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

Constructor Summary

Constructors

Modifier	Constructor and Description
	CfnEndpoint(software.constructs.Construct scope, String id, CfnEndpointProps props) Create a new `AWS::SageMaker::Endpoint`.
protected	CfnEndpoint(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	CfnEndpoint(software.amazon.jsii.JsiiObjectRef objRef)

Method Summary

Modifier and Type	Method and Description
String	getAttrEndpointName() The name of the endpoint, such as `MyEndpoint` .
protected Map<String,Object>	getCfnProperties()
Object	getDeploymentConfig() The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
String	getEndpointConfigName() The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint.
String	getEndpointName() The name of the endpoint.The name must be unique within an AWS Region in your AWS account.
Object	getExcludeRetainedVariantProperties() When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` .
Object	getRetainAllVariantProperties() When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.
Object	getRetainDeploymentConfig() Specifies whether to reuse the last deployment configuration.
TagManager	getTags() A list of key-value pairs to apply to this resource.
void	inspect(TreeInspector inspector) Examines the CloudFormation resource and discloses attributes.
protected Map<String,Object>	renderProperties(Map<String,Object> props)
void	setDeploymentConfig(CfnEndpoint.DeploymentConfigProperty value) The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
void	setDeploymentConfig(IResolvable value) The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
void	setEndpointConfigName(String value) The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint.
void	setEndpointName(String value) The name of the endpoint.The name must be unique within an AWS Region in your AWS account.
void	setExcludeRetainedVariantProperties(IResolvable value) When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` .
void	setExcludeRetainedVariantProperties(List<Object> value) When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` .
void	setRetainAllVariantProperties(Boolean value) When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.
void	setRetainAllVariantProperties(IResolvable value) When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.
void	setRetainDeploymentConfig(Boolean value) Specifies whether to reuse the last deployment configuration.
void	setRetainDeploymentConfig(IResolvable value) Specifies whether to reuse the last deployment configuration.

Methods inherited from class software.amazon.awscdk.CfnResource

addDeletionOverride, addDependsOn, addMetadata, addOverride, addPropertyDeletionOverride, addPropertyOverride, applyRemovalPolicy, applyRemovalPolicy, applyRemovalPolicy, getAtt, getCfnOptions, getCfnResourceType, getMetadata, getUpdatedProperites, getUpdatedProperties, isCfnResource, 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

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.amazon.jsii.JsiiSerializable

$jsii$toJson

Field Detail

CFN_RESOURCE_TYPE_NAME

@Stability(value=Stable)
public static final String CFN_RESOURCE_TYPE_NAME

The CloudFormation resource type name for this resource class.

Constructor Detail

CfnEndpoint

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

CfnEndpoint

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

CfnEndpoint

@Stability(value=Stable)
public CfnEndpoint(@NotNull
                                            software.constructs.Construct scope,
                                            @NotNull
                                            String id,
                                            @NotNull
                                            CfnEndpointProps props)

Create a new `AWS::SageMaker::Endpoint`.

Parameters:

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

id - - scoped id of the resource. This parameter is required.

props - - resource properties. This parameter is required.

Method Detail

inspect

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

Overrides:

renderProperties in class CfnResource

Parameters:

props - This parameter is required.

getAttrEndpointName

@Stability(value=Stable)
 @NotNull
public String getAttrEndpointName()

The name of the endpoint, such as `MyEndpoint` .

getCfnProperties

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

Overrides:

getCfnProperties in class CfnResource

getTags

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

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

For more information, see Resource Tag and Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .

getEndpointConfigName

@Stability(value=Stable)
 @NotNull
public String getEndpointConfigName()

The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint. For more information, see [CreateEndpointConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) .

setEndpointConfigName

@Stability(value=Stable)
public void setEndpointConfigName(@NotNull
                                                           String value)

The name of the [AWS::SageMaker::EndpointConfig](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpointconfig.html) resource that specifies the configuration for the endpoint. For more information, see [CreateEndpointConfig](https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) .

getDeploymentConfig

@Stability(value=Stable)
 @Nullable
public Object getDeploymentConfig()

The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

setDeploymentConfig

@Stability(value=Stable)
public void setDeploymentConfig(@Nullable
                                                         CfnEndpoint.DeploymentConfigProperty value)

The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

setDeploymentConfig

@Stability(value=Stable)
public void setDeploymentConfig(@Nullable
                                                         IResolvable value)

The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

getEndpointName

@Stability(value=Stable)
 @Nullable
public String getEndpointName()

The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in `CreateEndpoint` , but the case is preserved and must be matched in [](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html) .

setEndpointName

@Stability(value=Stable)
public void setEndpointName(@Nullable
                                                     String value)

The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in `CreateEndpoint` , but the case is preserved and must be matched in [](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html) .

getExcludeRetainedVariantProperties

@Stability(value=Stable)
 @Nullable
public Object getExcludeRetainedVariantProperties()

When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` . If you don't specify a value for `ExcludeAllVariantProperties` , no variant properties are overridden. Don't use this property when creating new endpoint resources or when `RetainAllVariantProperties` is set to `false` .

setExcludeRetainedVariantProperties

@Stability(value=Stable)
public void setExcludeRetainedVariantProperties(@Nullable
                                                                         IResolvable value)

When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` . If you don't specify a value for `ExcludeAllVariantProperties` , no variant properties are overridden. Don't use this property when creating new endpoint resources or when `RetainAllVariantProperties` is set to `false` .

setExcludeRetainedVariantProperties

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

When you are updating endpoint resources with [RetainAllVariantProperties](https://docs.aws.amazon.com/sagemaker/latest/dg/API_UpdateEndpoint.html#SageMaker-UpdateEndpoint-request-RetainAllVariantProperties) whose value is set to `true` , `ExcludeRetainedVariantProperties` specifies the list of type [VariantProperty](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-variantproperty.html) to override with the values provided by `EndpointConfig` . If you don't specify a value for `ExcludeAllVariantProperties` , no variant properties are overridden. Don't use this property when creating new endpoint resources or when `RetainAllVariantProperties` is set to `false` .

getRetainAllVariantProperties

@Stability(value=Stable)
 @Nullable
public Object getRetainAllVariantProperties()

When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.

To retain the variant properties of an endpoint when updating it, set RetainAllVariantProperties to true . To use the variant properties specified in a new EndpointConfig call when updating an endpoint, set RetainAllVariantProperties to false . Use this property only when updating endpoint resources, not when creating new endpoint resources.

setRetainAllVariantProperties

@Stability(value=Stable)
public void setRetainAllVariantProperties(@Nullable
                                                                   Boolean value)

When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.

To retain the variant properties of an endpoint when updating it, set RetainAllVariantProperties to true . To use the variant properties specified in a new EndpointConfig call when updating an endpoint, set RetainAllVariantProperties to false . Use this property only when updating endpoint resources, not when creating new endpoint resources.

setRetainAllVariantProperties

@Stability(value=Stable)
public void setRetainAllVariantProperties(@Nullable
                                                                   IResolvable value)

When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.

To retain the variant properties of an endpoint when updating it, set RetainAllVariantProperties to true . To use the variant properties specified in a new EndpointConfig call when updating an endpoint, set RetainAllVariantProperties to false . Use this property only when updating endpoint resources, not when creating new endpoint resources.

getRetainDeploymentConfig

@Stability(value=Stable)
 @Nullable
public Object getRetainDeploymentConfig()

Specifies whether to reuse the last deployment configuration.

The default value is false (the configuration is not reused).

setRetainDeploymentConfig

@Stability(value=Stable)
public void setRetainDeploymentConfig(@Nullable
                                                               Boolean value)

Specifies whether to reuse the last deployment configuration.

The default value is false (the configuration is not reused).

setRetainDeploymentConfig

@Stability(value=Stable)
public void setRetainDeploymentConfig(@Nullable
                                                               IResolvable value)

Specifies whether to reuse the last deployment configuration.

The default value is false (the configuration is not reused).