public static final class CfnEndpointConfigProps.Builder
extends java.lang.Object
CfnEndpointConfigProps
Constructor and Description |
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Builder() |
public CfnEndpointConfigProps.Builder productionVariants(IResolvable productionVariants)
CfnEndpointConfigProps.getProductionVariants()
productionVariants
- A list of `ProductionVariant` objects, one for each model that you want to host at this endpoint. This parameter is required.this
public CfnEndpointConfigProps.Builder productionVariants(java.util.List<? extends java.lang.Object> productionVariants)
CfnEndpointConfigProps.getProductionVariants()
productionVariants
- A list of `ProductionVariant` objects, one for each model that you want to host at this endpoint. This parameter is required.this
public CfnEndpointConfigProps.Builder asyncInferenceConfig(IResolvable asyncInferenceConfig)
CfnEndpointConfigProps.getAsyncInferenceConfig()
asyncInferenceConfig
- Specifies configuration for how an endpoint performs asynchronous inference.this
public CfnEndpointConfigProps.Builder asyncInferenceConfig(CfnEndpointConfig.AsyncInferenceConfigProperty asyncInferenceConfig)
CfnEndpointConfigProps.getAsyncInferenceConfig()
asyncInferenceConfig
- Specifies configuration for how an endpoint performs asynchronous inference.this
public CfnEndpointConfigProps.Builder dataCaptureConfig(IResolvable dataCaptureConfig)
CfnEndpointConfigProps.getDataCaptureConfig()
dataCaptureConfig
- Specifies how to capture endpoint data for model monitor.
The data capture configuration applies to all production variants hosted at the endpoint.this
public CfnEndpointConfigProps.Builder dataCaptureConfig(CfnEndpointConfig.DataCaptureConfigProperty dataCaptureConfig)
CfnEndpointConfigProps.getDataCaptureConfig()
dataCaptureConfig
- Specifies how to capture endpoint data for model monitor.
The data capture configuration applies to all production variants hosted at the endpoint.this
public CfnEndpointConfigProps.Builder endpointConfigName(java.lang.String endpointConfigName)
CfnEndpointConfigProps.getEndpointConfigName()
endpointConfigName
- The name of the endpoint configuration.this
public CfnEndpointConfigProps.Builder explainerConfig(IResolvable explainerConfig)
CfnEndpointConfigProps.getExplainerConfig()
explainerConfig
- `AWS::SageMaker::EndpointConfig.ExplainerConfig`.this
public CfnEndpointConfigProps.Builder explainerConfig(CfnEndpointConfig.ExplainerConfigProperty explainerConfig)
CfnEndpointConfigProps.getExplainerConfig()
explainerConfig
- `AWS::SageMaker::EndpointConfig.ExplainerConfig`.this
public CfnEndpointConfigProps.Builder kmsKeyId(java.lang.String kmsKeyId)
CfnEndpointConfigProps.getKmsKeyId()
kmsKeyId
- 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.
1234abcd-12ab-34cd-56ef-1234567890ab
arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
alias/ExampleAlias
arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
The KMS key policy must grant permission to the IAM role that you specify in your CreateEndpoint
, UpdateEndpoint
requests. For more information, refer to the AWS Key Management Service section Using Key Policies in AWS KMS
Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a
KmsKeyId
when using an instance type with local storage. If any of the models that you specify in theProductionVariants
parameter use nitro-based instances with local storage, do not specify a value for theKmsKeyId
parameter. If you specify a value forKmsKeyId
when using any nitro-based instances with local storage, the call toCreateEndpointConfig
fails.For a list of instance types that support local instance storage, see Instance Store Volumes .
For more information about local instance storage encryption, see SSD Instance Store Volumes .
this
public CfnEndpointConfigProps.Builder shadowProductionVariants(IResolvable shadowProductionVariants)
CfnEndpointConfigProps.getShadowProductionVariants()
shadowProductionVariants
- Array of `ProductionVariant` objects.
There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants
. If you use this field, you can only specify one variant for ProductionVariants
and one variant for ShadowProductionVariants
.this
public CfnEndpointConfigProps.Builder shadowProductionVariants(java.util.List<? extends java.lang.Object> shadowProductionVariants)
CfnEndpointConfigProps.getShadowProductionVariants()
shadowProductionVariants
- Array of `ProductionVariant` objects.
There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants
. If you use this field, you can only specify one variant for ProductionVariants
and one variant for ShadowProductionVariants
.this
public CfnEndpointConfigProps.Builder tags(java.util.List<? extends CfnTag> tags)
CfnEndpointConfigProps.getTags()
tags
- A list of key-value pairs to apply to this resource.
For more information, see Resource Tag and Using Cost Allocation Tags .this
public CfnEndpointConfigProps build()
CfnEndpointConfigProps
java.lang.NullPointerException
- if any required attribute was not provided