Package software.amazon.awssdk.services.sagemaker.model

Interface InferenceComponentRollingUpdatePolicy.Builder

    • Method Detail

      • maximumBatchSize

        InferenceComponentRollingUpdatePolicy.Builder maximumBatchSize​(InferenceComponentCapacitySize maximumBatchSize)

        The batch size for each rolling step in the deployment process. For each step, SageMaker AI provisions capacity on the new endpoint fleet, routes traffic to that fleet, and terminates capacity on the old endpoint fleet. The value must be between 5% to 50% of the copy count of the inference component.

        Parameters:
        maximumBatchSize - The batch size for each rolling step in the deployment process. For each step, SageMaker AI provisions capacity on the new endpoint fleet, routes traffic to that fleet, and terminates capacity on the old endpoint fleet. The value must be between 5% to 50% of the copy count of the inference component.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • waitIntervalInSeconds

        InferenceComponentRollingUpdatePolicy.Builder waitIntervalInSeconds​(Integer waitIntervalInSeconds)

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

        Parameters:
        waitIntervalInSeconds - The length of the baking period, during which SageMaker AI monitors alarms for each batch on the new fleet.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • maximumExecutionTimeoutInSeconds

        InferenceComponentRollingUpdatePolicy.Builder maximumExecutionTimeoutInSeconds​(Integer maximumExecutionTimeoutInSeconds)

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

        Parameters:
        maximumExecutionTimeoutInSeconds - The time limit for the total deployment. Exceeding this limit causes a timeout.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • rollbackMaximumBatchSize

        InferenceComponentRollingUpdatePolicy.Builder rollbackMaximumBatchSize​(InferenceComponentCapacitySize rollbackMaximumBatchSize)

        The batch size for a rollback to the old endpoint fleet. If this field is absent, the value is set to the default, which is 100% of the total capacity. When the default is used, SageMaker AI provisions the entire capacity of the old fleet at once during rollback.

        Parameters:
        rollbackMaximumBatchSize - The batch size for a rollback to the old endpoint fleet. If this field is absent, the value is set to the default, which is 100% of the total capacity. When the default is used, SageMaker AI provisions the entire capacity of the old fleet at once during rollback.
        Returns:
        Returns a reference to this object so that method calls can be chained together.