Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.ProductionVariantProperty.Jsii$Proxy

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ProductionVariantProperty.Jsii$Proxy

All Implemented Interfaces:

CfnEndpointConfig.ProductionVariantProperty, software.amazon.jsii.JsiiSerializable

Enclosing interface:

CfnEndpointConfig.ProductionVariantProperty

@Stability(Stable)
@Internal
public static final class CfnEndpointConfig.ProductionVariantProperty.Jsii$Proxy
extends software.amazon.jsii.JsiiObject
implements CfnEndpointConfig.ProductionVariantProperty

An implementation for CfnEndpointConfig.ProductionVariantProperty

Nested Class Summary

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

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ProductionVariantProperty

CfnEndpointConfig.ProductionVariantProperty.Builder, CfnEndpointConfig.ProductionVariantProperty.Jsii$Proxy

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	Jsii$Proxy(CfnEndpointConfig.ProductionVariantProperty.Builder builder)	Constructor that initializes the object based on literal property values passed by the CfnEndpointConfig.ProductionVariantProperty.Builder.
protected	Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)	Constructor that initializes the object based on values retrieved from the JsiiObject.

Method Summary

Modifier and Type	Method	Description
com.fasterxml.jackson.databind.JsonNode	$jsii$toJson()
final boolean	equals(Object o)
final String	getAcceleratorType()	The size of the Elastic Inference (EI) instance to use for the production variant.
final Object	getCapacityReservationConfig()	Returns union: either IResolvable or CfnEndpointConfig.CapacityReservationConfigProperty
final Number	getContainerStartupHealthCheckTimeoutInSeconds()	The timeout value, in seconds, for your inference container to pass health check by SageMaker Hosting.
final Object	getEnableSsmAccess()	You can use this parameter to turn on native AWS Systems Manager (SSM) access for a production variant behind an endpoint.
final String	getInferenceAmiVersion()
final Number	getInitialInstanceCount()	Number of instances to launch initially.
final Number	getInitialVariantWeight()	Determines initial traffic distribution among all of the models that you specify in the endpoint configuration.
final String	getInstanceType()	The ML compute instance type.
final Object	getManagedInstanceScaling()	Returns union: either IResolvable or CfnEndpointConfig.ManagedInstanceScalingProperty
final Number	getModelDataDownloadTimeoutInSeconds()	The timeout value, in seconds, to download and extract the model that you want to host from Amazon S3 to the individual inference instance associated with this production variant.
final String	getModelName()	The name of the model that you want to host.
final Object	getRoutingConfig()	Returns union: either IResolvable or CfnEndpointConfig.RoutingConfigProperty
final Object	getServerlessConfig()	The serverless configuration for an endpoint.
final String	getVariantName()	The name of the production variant.
final Number	getVolumeSizeInGb()	The size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant.
final int	hashCode()

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, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Jsii$Proxy

protected Jsii$Proxy(software.amazon.jsii.JsiiObjectRef objRef)

Constructor that initializes the object based on values retrieved from the JsiiObject.

Parameters:

objRef - Reference to the JSII managed object.

Jsii$Proxy

protected Jsii$Proxy(CfnEndpointConfig.ProductionVariantProperty.Builder builder)

Constructor that initializes the object based on literal property values passed by the CfnEndpointConfig.ProductionVariantProperty.Builder.

Method Details

getVariantName

public final String getVariantName()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The name of the production variant.

Specified by:

getVariantName in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-variantname

getAcceleratorType

public final String getAcceleratorType()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The size of the Elastic Inference (EI) instance to use for the production variant.

EI instances provide on-demand GPU computing for inference. For more information, see Using Elastic Inference in Amazon SageMaker . For more information, see Using Elastic Inference in Amazon SageMaker .

Specified by:

getAcceleratorType in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-acceleratortype

getCapacityReservationConfig

public final Object getCapacityReservationConfig()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

Returns union: either IResolvable or CfnEndpointConfig.CapacityReservationConfigProperty

Specified by:

getCapacityReservationConfig in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-capacityreservationconfig

getContainerStartupHealthCheckTimeoutInSeconds

public final Number getContainerStartupHealthCheckTimeoutInSeconds()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The timeout value, in seconds, for your inference container to pass health check by SageMaker Hosting.

For more information about health check, see How Your Container Should Respond to Health Check (Ping) Requests .

Specified by:

getContainerStartupHealthCheckTimeoutInSeconds in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-containerstartuphealthchecktimeoutinseconds

getEnableSsmAccess

public final Object getEnableSsmAccess()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

You can use this parameter to turn on native AWS Systems Manager (SSM) access for a production variant behind an endpoint.

By default, SSM access is disabled for all production variants behind an endpoint. You can turn on or turn off SSM access for a production variant behind an existing endpoint by creating a new endpoint configuration and calling UpdateEndpoint .

Returns union: either Boolean or IResolvable

Specified by:

getEnableSsmAccess in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-enablessmaccess

getInferenceAmiVersion

public final String getInferenceAmiVersion()

Specified by:

getInferenceAmiVersion in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-inferenceamiversion

getInitialInstanceCount

public final Number getInitialInstanceCount()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

Number of instances to launch initially.

Specified by:

getInitialInstanceCount in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialinstancecount

getInitialVariantWeight

public final Number getInitialVariantWeight()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

Determines initial traffic distribution among all of the models that you specify in the endpoint configuration.

The traffic to a production variant is determined by the ratio of the VariantWeight to the sum of all VariantWeight values across all ProductionVariants. If unspecified, it defaults to 1.0.

Specified by:

getInitialVariantWeight in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-initialvariantweight

getInstanceType

public final String getInstanceType()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The ML compute instance type.

Specified by:

getInstanceType in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-instancetype

getManagedInstanceScaling

public final Object getManagedInstanceScaling()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

Returns union: either IResolvable or CfnEndpointConfig.ManagedInstanceScalingProperty

Specified by:

getManagedInstanceScaling in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-managedinstancescaling

getModelDataDownloadTimeoutInSeconds

public final Number getModelDataDownloadTimeoutInSeconds()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The timeout value, in seconds, to download and extract the model that you want to host from Amazon S3 to the individual inference instance associated with this production variant.

Specified by:

getModelDataDownloadTimeoutInSeconds in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-modeldatadownloadtimeoutinseconds

getModelName

public final String getModelName()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The name of the model that you want to host.

This is the name that you specified when creating the model.

Specified by:

getModelName in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-modelname

getRoutingConfig

public final Object getRoutingConfig()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

Returns union: either IResolvable or CfnEndpointConfig.RoutingConfigProperty

Specified by:

getRoutingConfig in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-routingconfig

getServerlessConfig

public final Object getServerlessConfig()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The serverless configuration for an endpoint.

Specifies a serverless endpoint configuration instead of an instance-based endpoint configuration.

Returns union: either IResolvable or CfnEndpointConfig.ServerlessConfigProperty

Specified by:

getServerlessConfig in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-serverlessconfig

getVolumeSizeInGb

public final Number getVolumeSizeInGb()

Description copied from interface: CfnEndpointConfig.ProductionVariantProperty

The size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant.

Currently only Amazon EBS gp2 storage volumes are supported.

Specified by:

getVolumeSizeInGb in interface CfnEndpointConfig.ProductionVariantProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpointconfig-productionvariant.html#cfn-sagemaker-endpointconfig-productionvariant-volumesizeingb

$jsii$toJson

@Internal
public com.fasterxml.jackson.databind.JsonNode $jsii$toJson()

Specified by:

$jsii$toJson in interface software.amazon.jsii.JsiiSerializable

equals

public final boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public final int hashCode()

Overrides:

hashCode in class Object