/ 
Paws-0.46
River stage two • 9 direct dependents • 11 total dependents
/ Paws::Glue::GetMLTransformResponse

NAME

Paws::Glue::GetMLTransformResponse

ATTRIBUTES

CreatedOn => Str

The date and time when the transform was created.

Description => Str

A description of the transform.

EvaluationMetrics => Paws::Glue::EvaluationMetrics

The latest evaluation metrics.

GlueVersion => Str

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 (https://docs.aws.amazon.com/glue/latest/dg/release-notes.html#release-notes-versions) in the developer guide.

InputRecordTables => ArrayRef[Paws::Glue::GlueTable]

A list of Glue table definitions used by the transform.

LabelCount => Int

The number of labels available for this transform.

LastModifiedOn => Str

The date and time when the transform was last modified.

MaxCapacity => Num

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 (https://aws.amazon.com/glue/pricing/).

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

MaxRetries => Int

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

Name => Str

The unique name given to the transform when it was created.

NumberOfWorkers => Int

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

Parameters => Paws::Glue::TransformParameters

The configuration parameters that are specific to the algorithm used.

Role => Str

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

Schema => ArrayRef[Paws::Glue::SchemaColumn]

The Map<Column, Type> object that represents the schema that this transform accepts. Has an upper bound of 100 columns.

Status => Str

The last known status of the transform (to indicate whether it can be used or not). One of "NOT_READY", "READY", or "DELETING".

Valid values are: "NOT_READY", "READY", "DELETING" =head2 Timeout => Int

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).

TransformEncryption => Paws::Glue::TransformEncryption

The encryption-at-rest settings of the transform that apply to accessing user data. Machine learning transforms can access user data encrypted in Amazon S3 using KMS.

TransformId => Str

The unique identifier of the transform, generated at the time that the transform was created.

WorkerType => Str

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.

Valid values are: "Standard", "G.1X", "G.2X" =head2 _request_id => Str