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Class: Aws::Glue::Types::UpdateMLTransformRequest

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Note:

When passing UpdateMLTransformRequest as input to an Aws::Client method, you can use a vanilla Hash:

{
  transform_id: "HashString", # required
  name: "NameString",
  description: "DescriptionString",
  parameters: {
    transform_type: "FIND_MATCHES", # required, accepts FIND_MATCHES
    find_matches_parameters: {
      primary_key_column_name: "ColumnNameString",
      precision_recall_tradeoff: 1.0,
      accuracy_cost_tradeoff: 1.0,
      enforce_provided_labels: false,
    },
  },
  role: "RoleString",
  glue_version: "GlueVersionString",
  max_capacity: 1.0,
  worker_type: "Standard", # accepts Standard, G.1X, G.2X
  number_of_workers: 1,
  timeout: 1,
  max_retries: 1,
}

See Also:

Instance Attribute Summary collapse

Instance Attribute Details

#description ⇒ String

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

Returns:

  • (String) —

    A description of the transform.

#glue_version ⇒ String

This value determines which version of AWS 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 AWS Glue Versions in the developer guide.

Returns:

  • (String) —

    This value determines which version of AWS Glue this machine learning transform is compatible with.

#max_capacity ⇒ Float

The number of AWS 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 AWS 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:

  • (Float) —

    The number of AWS Glue data processing units (DPUs) that are allocated to task runs for this transform.

#max_retries ⇒ Integer

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

Returns:

  • (Integer) —

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

#name ⇒ String

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

Returns:

  • (String) —

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

#number_of_workers ⇒ Integer

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

Returns:

  • (Integer) —

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

#parameters ⇒ Types::TransformParameters

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

Returns:

#role ⇒ String

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

Returns:

  • (String) —

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

#timeout ⇒ Integer

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:

  • (Integer) —

    The timeout for a task run for this transform in minutes.

#transform_id ⇒ String

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

Returns:

  • (String) —

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

#worker_type ⇒ String

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.

    Possible values:

    • Standard
    • G.1X
    • G.2X

Returns:

  • (String) —

    The type of predefined worker that is allocated when this task runs.