Package software.amazon.awssdk.services.glue.model

Interface UpdateMlTransformRequest.Builder

    • Method Detail

      • transformId

        UpdateMlTransformRequest.Builder transformId​(String transformId)

        A unique identifier that was generated when the transform was created.

        Parameters:
        transformId - A unique identifier that was generated when the transform was created.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • name

        UpdateMlTransformRequest.Builder name​(String name)

        The unique name that you gave the transform when you created it.

        Parameters:
        name - The unique name that you gave the transform when you created it.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • description

        UpdateMlTransformRequest.Builder description​(String description)

        A description of the transform. The default is an empty string.

        Parameters:
        description - A description of the transform. The default is an empty string.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • parameters

        UpdateMlTransformRequest.Builder parameters​(TransformParameters parameters)

        The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.

        Parameters:
        parameters - The configuration parameters that are specific to the transform type (algorithm) used. Conditionally dependent on the transform type.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • role

        UpdateMlTransformRequest.Builder role​(String role)

        The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.

        Parameters:
        role - The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • glueVersion

        UpdateMlTransformRequest.Builder glueVersion​(String glueVersion)

        This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.

        Parameters:
        glueVersion - This value determines which version of Glue this machine learning transform is compatible with. Glue 1.0 is recommended for most customers. If the value is not set, the Glue compatibility defaults to Glue 0.9. For more information, see Glue Versions in the developer guide.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • maxCapacity

        UpdateMlTransformRequest.Builder maxCapacity​(Double maxCapacity)

        The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.

        When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

        Parameters:
        maxCapacity - The number of Glue data processing units (DPUs) that are allocated to task runs for this transform. You can allocate from 2 to 100 DPUs; the default is 10. A DPU is a relative measure of processing power that consists of 4 vCPUs of compute capacity and 16 GB of memory. For more information, see the Glue pricing page.

        When the WorkerType field is set to a value other than Standard, the MaxCapacity field is set automatically and becomes read-only.

        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • workerType

        UpdateMlTransformRequest.Builder workerType​(String workerType)

        The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

        • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

        • For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

        • For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

        Parameters:
        workerType - The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

        • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

        • For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

        • For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        WorkerType, WorkerType

      • workerType

        UpdateMlTransformRequest.Builder workerType​(WorkerType workerType)

        The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

        • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

        • For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

        • For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

        Parameters:
        workerType - The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

        • For the Standard worker type, each worker provides 4 vCPU, 16 GB of memory and a 50GB disk, and 2 executors per worker.

        • For the G.1X worker type, each worker provides 4 vCPU, 16 GB of memory and a 64GB disk, and 1 executor per worker.

        • For the G.2X worker type, each worker provides 8 vCPU, 32 GB of memory and a 128GB disk, and 1 executor per worker.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        WorkerType, WorkerType

      • numberOfWorkers

        UpdateMlTransformRequest.Builder numberOfWorkers​(Integer numberOfWorkers)

        The number of workers of a defined workerType that are allocated when this task runs.

        Parameters:
        numberOfWorkers - The number of workers of a defined workerType that are allocated when this task runs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • timeout

        UpdateMlTransformRequest.Builder timeout​(Integer timeout)

        The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

        Parameters:
        timeout - The timeout for a task run for this transform in minutes. This is the maximum time that a task run for this transform can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • maxRetries

        UpdateMlTransformRequest.Builder maxRetries​(Integer maxRetries)

        The maximum number of times to retry a task for this transform after a task run fails.

        Parameters:
        maxRetries - The maximum number of times to retry a task for this transform after a task run fails.
        Returns:
        Returns a reference to this object so that method calls can be chained together.