sagemaker_update_endpoint: Deploys the EndpointConfig specified in the request to a new...
In paws.machine.learning: 'Amazon Web Services' Machine Learning Services

sagemaker_update_endpoint

R Documentation

Deploys the EndpointConfig specified in the request to a new fleet of instances

Description

Deploys the EndpointConfig specified in the request to a new fleet of instances. SageMaker shifts endpoint traffic to the new instances with the updated endpoint configuration and then deletes the old instances using the previous EndpointConfig (there is no availability loss). For more information about how to control the update and traffic shifting process, see Update models in production.

See https://www.paws-r-sdk.com/docs/sagemaker_update_endpoint/ for full documentation.

Usage

sagemaker_update_endpoint(
  EndpointName,
  EndpointConfigName,
  RetainAllVariantProperties = NULL,
  ExcludeRetainedVariantProperties = NULL,
  DeploymentConfig = NULL,
  RetainDeploymentConfig = NULL
)

Arguments

`EndpointName`	[required] The name of the endpoint whose configuration you want to update.
`EndpointConfigName`	[required] The name of the new endpoint configuration.
`RetainAllVariantProperties`	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`. The default is `false`.
`ExcludeRetainedVariantProperties`	When you are updating endpoint resources with `RetainAllVariantProperties`, whose value is set to `true`, `ExcludeRetainedVariantProperties` specifies the list of type VariantProperty to override with the values provided by `EndpointConfig`. If you don't specify a value for `ExcludeRetainedVariantProperties`, no variant properties are overridden.
`DeploymentConfig`	The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
`RetainDeploymentConfig`	Specifies whether to reuse the last deployment configuration. The default value is false (the configuration is not reused).