class Aws::Glue::Types::GetMLTransformResponse

@!attribute [rw] transform_id

The unique identifier of the transform, generated at the time that
the transform was created.
@return [String]

@!attribute [rw] name

The unique name given to the transform when it was created.
@return [String]

@!attribute [rw] description

A description of the transform.
@return [String]

@!attribute [rw] status

The last known status of the transform (to indicate whether it can
be used or not). One of "NOT\_READY", "READY", or "DELETING".
@return [String]

@!attribute [rw] created_on

The date and time when the transform was created.
@return [Time]

@!attribute [rw] last_modified_on

The date and time when the transform was last modified.
@return [Time]

@!attribute [rw] input_record_tables

A list of Glue table definitions used by the transform.
@return [Array<Types::GlueTable>]

@!attribute [rw] parameters

The configuration parameters that are specific to the algorithm
used.
@return [Types::TransformParameters]

@!attribute [rw] evaluation_metrics

The latest evaluation metrics.
@return [Types::EvaluationMetrics]

@!attribute [rw] label_count

The number of labels available for this transform.
@return [Integer]

@!attribute [rw] schema

The `Map<Column, Type>` object that represents the schema that this
transform accepts. Has an upper bound of 100 columns.
@return [Array<Types::SchemaColumn>]

@!attribute [rw] role

The name or Amazon Resource Name (ARN) of the IAM role with the
required permissions.
@return [String]

@!attribute [rw] glue_version

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][1] in the
developer guide.

[1]: https://docs.aws.amazon.com/glue/latest/dg/release-notes.html#release-notes-versions
@return [String]

@!attribute [rw] max_capacity

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][1].

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

[1]: https://aws.amazon.com/glue/pricing/
@return [Float]

@!attribute [rw] worker_type

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.
@return [String]

@!attribute [rw] number_of_workers

The number of workers of a defined `workerType` that are allocated
when this task runs.
@return [Integer]

@!attribute [rw] 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).
@return [Integer]

@!attribute [rw] max_retries

The maximum number of times to retry a task for this transform after
a task run fails.
@return [Integer]

@!attribute [rw] transform_encryption

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.
@return [Types::TransformEncryption]

@see docs.aws.amazon.com/goto/WebAPI/glue-2017-03-31/GetMLTransformResponse AWS API Documentation

Constants

SENSITIVE