Interface SageMakerEndpoint.Builder

    • Method Detail

      • initialInstanceCount

        SageMakerEndpoint.Builder initialInstanceCount​(Integer initialInstanceCount)

        The number of Amazon EC2 compute instances to deploy for initial endpoint creation.

        Parameters:
        initialInstanceCount - The number of Amazon EC2 compute instances to deploy for initial endpoint creation.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • instanceType

        SageMakerEndpoint.Builder instanceType​(String instanceType)

        The Amazon EC2 compute instance type to deploy for hosting the model.

        Parameters:
        instanceType - The Amazon EC2 compute instance type to deploy for hosting the model.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • executionRole

        SageMakerEndpoint.Builder executionRole​(String executionRole)

        The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on Amazon EC2 compute instances or for batch transform jobs.

        Parameters:
        executionRole - The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on Amazon EC2 compute instances or for batch transform jobs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • kmsEncryptionKey

        SageMakerEndpoint.Builder kmsEncryptionKey​(String kmsEncryptionKey)

        The Amazon Web Services KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the Amazon EC2 compute instance that hosts the endpoint.

        Parameters:
        kmsEncryptionKey - The Amazon Web Services KMS key that Amazon SageMaker uses to encrypt data on the storage volume attached to the Amazon EC2 compute instance that hosts the endpoint.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • vpc

        SageMakerEndpoint.Builder vpc​(VpcConfig vpc)

        The VPC configuration for the endpoint.

        Parameters:
        vpc - The VPC configuration for the endpoint.
        Returns:
        Returns a reference to this object so that method calls can be chained together.