Class: Aws::SageMaker::Types::RollingUpdatePolicy

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#maximum_batch_size ⇒ Types::CapacitySize

Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant’s total instance count.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 41957

class RollingUpdatePolicy < Struct.new(
  :maximum_batch_size,
  :wait_interval_in_seconds,
  :maximum_execution_timeout_in_seconds,
  :rollback_maximum_batch_size)
  SENSITIVE = []
  include Aws::Structure
end

#maximum_execution_timeout_in_seconds ⇒ Integer

The time limit for the total deployment. Exceeding this limit causes a timeout.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 41957

class RollingUpdatePolicy < Struct.new(
  :maximum_batch_size,
  :wait_interval_in_seconds,
  :maximum_execution_timeout_in_seconds,
  :rollback_maximum_batch_size)
  SENSITIVE = []
  include Aws::Structure
end

#rollback_maximum_batch_size ⇒ Types::CapacitySize

Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 41957

class RollingUpdatePolicy < Struct.new(
  :maximum_batch_size,
  :wait_interval_in_seconds,
  :maximum_execution_timeout_in_seconds,
  :rollback_maximum_batch_size)
  SENSITIVE = []
  include Aws::Structure
end

#wait_interval_in_seconds ⇒ Integer

The length of the baking period, during which SageMaker monitors alarms for each batch on the new fleet.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 41957

class RollingUpdatePolicy < Struct.new(
  :maximum_batch_size,
  :wait_interval_in_seconds,
  :maximum_execution_timeout_in_seconds,
  :rollback_maximum_batch_size)
  SENSITIVE = []
  include Aws::Structure
end