Package com.pulumi.aws.sagemaker.inputs

Class EndpointConfigurationShadowProductionVariantArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.EndpointConfigurationShadowProductionVariantArgs.Builder

Enclosing class:

EndpointConfigurationShadowProductionVariantArgs

public static final class EndpointConfigurationShadowProductionVariantArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(EndpointConfigurationShadowProductionVariantArgs defaults)

Method Summary

Modifier and Type	Method	Description
EndpointConfigurationShadowProductionVariantArgs.Builder	acceleratorType(com.pulumi.core.Output<java.lang.String> acceleratorType)
EndpointConfigurationShadowProductionVariantArgs.Builder	acceleratorType(java.lang.String acceleratorType)
EndpointConfigurationShadowProductionVariantArgs	build()
EndpointConfigurationShadowProductionVariantArgs.Builder	capacityReservationConfig(EndpointConfigurationShadowProductionVariantCapacityReservationConfigArgs capacityReservationConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	capacityReservationConfig(com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantCapacityReservationConfigArgs> capacityReservationConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	containerStartupHealthCheckTimeoutInSeconds(com.pulumi.core.Output<java.lang.Integer> containerStartupHealthCheckTimeoutInSeconds)
EndpointConfigurationShadowProductionVariantArgs.Builder	containerStartupHealthCheckTimeoutInSeconds(java.lang.Integer containerStartupHealthCheckTimeoutInSeconds)
EndpointConfigurationShadowProductionVariantArgs.Builder	coreDumpConfig(EndpointConfigurationShadowProductionVariantCoreDumpConfigArgs coreDumpConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	coreDumpConfig(com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantCoreDumpConfigArgs> coreDumpConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	enableSsmAccess(com.pulumi.core.Output<java.lang.Boolean> enableSsmAccess)
EndpointConfigurationShadowProductionVariantArgs.Builder	enableSsmAccess(java.lang.Boolean enableSsmAccess)
EndpointConfigurationShadowProductionVariantArgs.Builder	inferenceAmiVersion(com.pulumi.core.Output<java.lang.String> inferenceAmiVersion)
EndpointConfigurationShadowProductionVariantArgs.Builder	inferenceAmiVersion(java.lang.String inferenceAmiVersion)
EndpointConfigurationShadowProductionVariantArgs.Builder	initialInstanceCount(com.pulumi.core.Output<java.lang.Integer> initialInstanceCount)
EndpointConfigurationShadowProductionVariantArgs.Builder	initialInstanceCount(java.lang.Integer initialInstanceCount)
EndpointConfigurationShadowProductionVariantArgs.Builder	initialVariantWeight(com.pulumi.core.Output<java.lang.Double> initialVariantWeight)
EndpointConfigurationShadowProductionVariantArgs.Builder	initialVariantWeight(java.lang.Double initialVariantWeight)
EndpointConfigurationShadowProductionVariantArgs.Builder	instanceType(com.pulumi.core.Output<java.lang.String> instanceType)
EndpointConfigurationShadowProductionVariantArgs.Builder	instanceType(java.lang.String instanceType)
EndpointConfigurationShadowProductionVariantArgs.Builder	managedInstanceScaling(EndpointConfigurationShadowProductionVariantManagedInstanceScalingArgs managedInstanceScaling)
EndpointConfigurationShadowProductionVariantArgs.Builder	managedInstanceScaling(com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantManagedInstanceScalingArgs> managedInstanceScaling)
EndpointConfigurationShadowProductionVariantArgs.Builder	modelDataDownloadTimeoutInSeconds(com.pulumi.core.Output<java.lang.Integer> modelDataDownloadTimeoutInSeconds)
EndpointConfigurationShadowProductionVariantArgs.Builder	modelDataDownloadTimeoutInSeconds(java.lang.Integer modelDataDownloadTimeoutInSeconds)
EndpointConfigurationShadowProductionVariantArgs.Builder	modelName(com.pulumi.core.Output<java.lang.String> modelName)
EndpointConfigurationShadowProductionVariantArgs.Builder	modelName(java.lang.String modelName)
EndpointConfigurationShadowProductionVariantArgs.Builder	routingConfigs(EndpointConfigurationShadowProductionVariantRoutingConfigArgs... routingConfigs)
EndpointConfigurationShadowProductionVariantArgs.Builder	routingConfigs(com.pulumi.core.Output<java.util.List<EndpointConfigurationShadowProductionVariantRoutingConfigArgs>> routingConfigs)
EndpointConfigurationShadowProductionVariantArgs.Builder	routingConfigs(java.util.List<EndpointConfigurationShadowProductionVariantRoutingConfigArgs> routingConfigs)
EndpointConfigurationShadowProductionVariantArgs.Builder	serverlessConfig(EndpointConfigurationShadowProductionVariantServerlessConfigArgs serverlessConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	serverlessConfig(com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantServerlessConfigArgs> serverlessConfig)
EndpointConfigurationShadowProductionVariantArgs.Builder	variantName(com.pulumi.core.Output<java.lang.String> variantName)
EndpointConfigurationShadowProductionVariantArgs.Builder	variantName(java.lang.String variantName)
EndpointConfigurationShadowProductionVariantArgs.Builder	volumeSizeInGb(com.pulumi.core.Output<java.lang.Integer> volumeSizeInGb)
EndpointConfigurationShadowProductionVariantArgs.Builder	volumeSizeInGb(java.lang.Integer volumeSizeInGb)

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(EndpointConfigurationShadowProductionVariantArgs defaults)

Method Detail

acceleratorType

public EndpointConfigurationShadowProductionVariantArgs.Builder acceleratorType(@Nullable
                                                                                com.pulumi.core.Output<java.lang.String> acceleratorType)

Parameters:

acceleratorType - Size of the Elastic Inference (EI) instance to use for the production variant.

Returns:

builder

acceleratorType

public EndpointConfigurationShadowProductionVariantArgs.Builder acceleratorType(java.lang.String acceleratorType)

Parameters:

acceleratorType - Size of the Elastic Inference (EI) instance to use for the production variant.

Returns:

builder

capacityReservationConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder capacityReservationConfig(@Nullable
                                                                                          com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantCapacityReservationConfigArgs> capacityReservationConfig)

Parameters:

capacityReservationConfig - Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint. See capacityReservationConfig below.

Returns:

builder

capacityReservationConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder capacityReservationConfig(EndpointConfigurationShadowProductionVariantCapacityReservationConfigArgs capacityReservationConfig)

Parameters:

capacityReservationConfig - Settings for the capacity reservation for the compute instances that SageMaker AI reserves for an endpoint. See capacityReservationConfig below.

Returns:

builder

containerStartupHealthCheckTimeoutInSeconds

public EndpointConfigurationShadowProductionVariantArgs.Builder containerStartupHealthCheckTimeoutInSeconds(@Nullable
                                                                                                            com.pulumi.core.Output<java.lang.Integer> containerStartupHealthCheckTimeoutInSeconds)

Parameters:

containerStartupHealthCheckTimeoutInSeconds - Timeout value, in seconds, for your inference container to pass health check by SageMaker AI Hosting. For more information about health check, see [How Your Container Should Respond to Health Check (Ping) Requests](https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-inference-code.html#your-algorithms-inference-algo-ping-requests). Valid values between `60` and `3600`.

Returns:

builder

containerStartupHealthCheckTimeoutInSeconds

public EndpointConfigurationShadowProductionVariantArgs.Builder containerStartupHealthCheckTimeoutInSeconds(java.lang.Integer containerStartupHealthCheckTimeoutInSeconds)

Parameters:

containerStartupHealthCheckTimeoutInSeconds - Timeout value, in seconds, for your inference container to pass health check by SageMaker AI Hosting. For more information about health check, see [How Your Container Should Respond to Health Check (Ping) Requests](https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-inference-code.html#your-algorithms-inference-algo-ping-requests). Valid values between `60` and `3600`.

Returns:

builder

coreDumpConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder coreDumpConfig(@Nullable
                                                                               com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantCoreDumpConfigArgs> coreDumpConfig)

Parameters:

coreDumpConfig - Core dump configuration from the model container when the process crashes. Fields are documented below.

Returns:

builder

coreDumpConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder coreDumpConfig(EndpointConfigurationShadowProductionVariantCoreDumpConfigArgs coreDumpConfig)

Parameters:

coreDumpConfig - Core dump configuration from the model container when the process crashes. Fields are documented below.

Returns:

builder

enableSsmAccess

public EndpointConfigurationShadowProductionVariantArgs.Builder enableSsmAccess(@Nullable
                                                                                com.pulumi.core.Output<java.lang.Boolean> enableSsmAccess)

Parameters:

enableSsmAccess - Whether to turn on native AWS SSM access for a production variant behind an endpoint. By default, SSM access is disabled for all production variants behind endpoints. Ignored if `modelName` is not set (Inference Components endpoint).

Returns:

builder

enableSsmAccess

public EndpointConfigurationShadowProductionVariantArgs.Builder enableSsmAccess(java.lang.Boolean enableSsmAccess)

Parameters:

enableSsmAccess - Whether to turn on native AWS SSM access for a production variant behind an endpoint. By default, SSM access is disabled for all production variants behind endpoints. Ignored if `modelName` is not set (Inference Components endpoint).

Returns:

builder

inferenceAmiVersion

public EndpointConfigurationShadowProductionVariantArgs.Builder inferenceAmiVersion(@Nullable
                                                                                    com.pulumi.core.Output<java.lang.String> inferenceAmiVersion)

Parameters:

inferenceAmiVersion - Option from a collection of preconfigured AMI images. Each image is configured by AWS with a set of software and driver versions. AWS optimizes these configurations for different machine learning workloads.

Returns:

builder

inferenceAmiVersion

public EndpointConfigurationShadowProductionVariantArgs.Builder inferenceAmiVersion(java.lang.String inferenceAmiVersion)

Parameters:

inferenceAmiVersion - Option from a collection of preconfigured AMI images. Each image is configured by AWS with a set of software and driver versions. AWS optimizes these configurations for different machine learning workloads.

Returns:

builder

initialInstanceCount

public EndpointConfigurationShadowProductionVariantArgs.Builder initialInstanceCount(@Nullable
                                                                                     com.pulumi.core.Output<java.lang.Integer> initialInstanceCount)

Parameters:

initialInstanceCount - Initial number of instances used for auto-scaling.

Returns:

builder

initialInstanceCount

public EndpointConfigurationShadowProductionVariantArgs.Builder initialInstanceCount(java.lang.Integer initialInstanceCount)

Parameters:

initialInstanceCount - Initial number of instances used for auto-scaling.

Returns:

builder

initialVariantWeight

public EndpointConfigurationShadowProductionVariantArgs.Builder initialVariantWeight(@Nullable
                                                                                     com.pulumi.core.Output<java.lang.Double> initialVariantWeight)

Parameters:

initialVariantWeight - Initial traffic distribution among all of the models that you specify in the endpoint configuration. If unspecified, defaults to `1.0`. Ignored if `modelName` is not set (Inference Components endpoint).

Returns:

builder

initialVariantWeight

public EndpointConfigurationShadowProductionVariantArgs.Builder initialVariantWeight(java.lang.Double initialVariantWeight)

Parameters:

initialVariantWeight - Initial traffic distribution among all of the models that you specify in the endpoint configuration. If unspecified, defaults to `1.0`. Ignored if `modelName` is not set (Inference Components endpoint).

Returns:

builder

instanceType

public EndpointConfigurationShadowProductionVariantArgs.Builder instanceType(@Nullable
                                                                             com.pulumi.core.Output<java.lang.String> instanceType)

Parameters:

instanceType - Type of instance to start.

Returns:

builder

instanceType

public EndpointConfigurationShadowProductionVariantArgs.Builder instanceType(java.lang.String instanceType)

Parameters:

instanceType - Type of instance to start.

Returns:

builder

managedInstanceScaling

public EndpointConfigurationShadowProductionVariantArgs.Builder managedInstanceScaling(@Nullable
                                                                                       com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantManagedInstanceScalingArgs> managedInstanceScaling)

Parameters:

managedInstanceScaling - Control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.

Returns:

builder

managedInstanceScaling

public EndpointConfigurationShadowProductionVariantArgs.Builder managedInstanceScaling(EndpointConfigurationShadowProductionVariantManagedInstanceScalingArgs managedInstanceScaling)

Parameters:

managedInstanceScaling - Control the range in the number of instances that the endpoint provisions as it scales up or down to accommodate traffic.

Returns:

builder

modelDataDownloadTimeoutInSeconds

public EndpointConfigurationShadowProductionVariantArgs.Builder modelDataDownloadTimeoutInSeconds(@Nullable
                                                                                                  com.pulumi.core.Output<java.lang.Integer> modelDataDownloadTimeoutInSeconds)

Parameters:

modelDataDownloadTimeoutInSeconds - Timeout value, in seconds, to download and extract the model that you want to host from S3 to the individual inference instance associated with this production variant. Valid values between `60` and `3600`.

Returns:

builder

modelDataDownloadTimeoutInSeconds

public EndpointConfigurationShadowProductionVariantArgs.Builder modelDataDownloadTimeoutInSeconds(java.lang.Integer modelDataDownloadTimeoutInSeconds)

Parameters:

modelDataDownloadTimeoutInSeconds - Timeout value, in seconds, to download and extract the model that you want to host from S3 to the individual inference instance associated with this production variant. Valid values between `60` and `3600`.

Returns:

builder

modelName

public EndpointConfigurationShadowProductionVariantArgs.Builder modelName(@Nullable
                                                                          com.pulumi.core.Output<java.lang.String> modelName)

Parameters:

modelName - Name of the model to use. Required unless using Inference Components (in which case `executionRoleArn` must be specified at the endpoint configuration level).

Returns:

builder

modelName

public EndpointConfigurationShadowProductionVariantArgs.Builder modelName(java.lang.String modelName)

Parameters:

modelName - Name of the model to use. Required unless using Inference Components (in which case `executionRoleArn` must be specified at the endpoint configuration level).

Returns:

builder

routingConfigs

public EndpointConfigurationShadowProductionVariantArgs.Builder routingConfigs(@Nullable
                                                                               com.pulumi.core.Output<java.util.List<EndpointConfigurationShadowProductionVariantRoutingConfigArgs>> routingConfigs)

Parameters:

routingConfigs - How the endpoint routes incoming traffic. See routingConfig below.

Returns:

builder

routingConfigs

public EndpointConfigurationShadowProductionVariantArgs.Builder routingConfigs(java.util.List<EndpointConfigurationShadowProductionVariantRoutingConfigArgs> routingConfigs)

Parameters:

routingConfigs - How the endpoint routes incoming traffic. See routingConfig below.

Returns:

builder

routingConfigs

public EndpointConfigurationShadowProductionVariantArgs.Builder routingConfigs(EndpointConfigurationShadowProductionVariantRoutingConfigArgs... routingConfigs)

Parameters:

routingConfigs - How the endpoint routes incoming traffic. See routingConfig below.

Returns:

builder

serverlessConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder serverlessConfig(@Nullable
                                                                                 com.pulumi.core.Output<EndpointConfigurationShadowProductionVariantServerlessConfigArgs> serverlessConfig)

Parameters:

serverlessConfig - How an endpoint performs asynchronous inference.

Returns:

builder

serverlessConfig

public EndpointConfigurationShadowProductionVariantArgs.Builder serverlessConfig(EndpointConfigurationShadowProductionVariantServerlessConfigArgs serverlessConfig)

Parameters:

serverlessConfig - How an endpoint performs asynchronous inference.

Returns:

builder

variantName

public EndpointConfigurationShadowProductionVariantArgs.Builder variantName(@Nullable
                                                                            com.pulumi.core.Output<java.lang.String> variantName)

Parameters:

variantName - Name of the variant. If omitted, the provider will assign a random, unique name.

Returns:

builder

variantName

public EndpointConfigurationShadowProductionVariantArgs.Builder variantName(java.lang.String variantName)

Parameters:

variantName - Name of the variant. If omitted, the provider will assign a random, unique name.

Returns:

builder

volumeSizeInGb

public EndpointConfigurationShadowProductionVariantArgs.Builder volumeSizeInGb(@Nullable
                                                                               com.pulumi.core.Output<java.lang.Integer> volumeSizeInGb)

Parameters:

volumeSizeInGb - Size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant. Valid values between `1` and `512`.

Returns:

builder

volumeSizeInGb

public EndpointConfigurationShadowProductionVariantArgs.Builder volumeSizeInGb(java.lang.Integer volumeSizeInGb)

Parameters:

volumeSizeInGb - Size, in GB, of the ML storage volume attached to individual inference instance associated with the production variant. Valid values between `1` and `512`.

Returns:

builder

build

public EndpointConfigurationShadowProductionVariantArgs build()