Deploys the new EndpointConfig specified in the request, switches to using newly created endpoint, and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is no availability loss)
Deploys the new EndpointConfig specified in the request, switches to
using newly created endpoint, and then deletes resources provisioned for
the endpoint using the previous EndpointConfig (there is no
availability loss).
When Amazon SageMaker receives the request, it sets the endpoint status
to Updating. After updating the endpoint, it sets the status to
InService. To check the status of an endpoint, use the
describe_endpoint API.
You must not delete an EndpointConfig in use by an endpoint that is
live or while the update_endpoint or
create_endpoint operations are being
performed on the endpoint. To update an endpoint, you must create a new
EndpointConfig.
If you delete the EndpointConfig of an endpoint that is active or
being created or updated you may lose visibility into the instance type
the endpoint is using. The endpoint must be deleted in order to stop
incurring charges.
sagemaker_update_endpoint(EndpointName, EndpointConfigName, RetainAllVariantProperties, ExcludeRetainedVariantProperties, DeploymentConfig)
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
|
ExcludeRetainedVariantProperties |
When you are updating endpoint resources with
UpdateEndpointInput$RetainAllVariantProperties, whose value is set to
|
DeploymentConfig |
The deployment configuration for the endpoint to be updated. |
A list with the following syntax:
list( EndpointArn = "string" )
svc$update_endpoint(
EndpointName = "string",
EndpointConfigName = "string",
RetainAllVariantProperties = TRUE|FALSE,
ExcludeRetainedVariantProperties = list(
list(
VariantPropertyType = "DesiredInstanceCount"|"DesiredWeight"|"DataCaptureConfig"
)
),
DeploymentConfig = list(
BlueGreenUpdatePolicy = list(
TrafficRoutingConfiguration = list(
Type = "ALL_AT_ONCE"|"CANARY",
WaitIntervalInSeconds = 123,
CanarySize = list(
Type = "INSTANCE_COUNT"|"CAPACITY_PERCENT",
Value = 123
)
),
TerminationWaitInSeconds = 123,
MaximumExecutionTimeoutInSeconds = 123
),
AutoRollbackConfiguration = list(
Alarms = list(
list(
AlarmName = "string"
)
)
)
)
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