Class: Aws::Glue::Types::GetMLTransformResponse

Inherits:

Struct

Object
Struct
Aws::Glue::Types::GetMLTransformResponse

show all

Includes:: Structure

Defined in:: lib/aws-sdk-glue/types.rb

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#created_on ⇒ Time

The date and time when the transform was created.
#description ⇒ String

A description of the transform.
#evaluation_metrics ⇒ Types::EvaluationMetrics

The latest evaluation metrics.
#glue_version ⇒ String

This value determines which version of Glue this machine learning transform is compatible with.
#input_record_tables ⇒ Array<Types::GlueTable>

A list of Glue table definitions used by the transform.
#label_count ⇒ Integer

The number of labels available for this transform.
#last_modified_on ⇒ Time

The date and time when the transform was last modified.
#max_capacity ⇒ Float

The number of 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.
#name ⇒ String

The unique name given to the transform when it was created.
#number_of_workers ⇒ 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 algorithm used.
#role ⇒ String

The name or Amazon Resource Name (ARN) of the IAM role with the required permissions.
#schema ⇒ Array<Types::SchemaColumn>

The ‘Map<Column, Type>` object that represents the schema that this transform accepts.
#status ⇒ String

The last known status of the transform (to indicate whether it can be used or not).
#timeout ⇒ Integer

The timeout for a task run for this transform in minutes.
#transform_encryption ⇒ Types::TransformEncryption

The encryption-at-rest settings of the transform that apply to accessing user data.
#transform_id ⇒ String

The unique identifier of the transform, generated at the time that the transform was created.
#worker_type ⇒ String

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

Instance Attribute Details

#created_on ⇒ `Time`

The date and time when the transform was created.

Returns:

(Time)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#description ⇒ `String`

A description of the transform.

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#evaluation_metrics ⇒ `Types::EvaluationMetrics`

The latest evaluation metrics.

Returns:

(Types::EvaluationMetrics)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#glue_version ⇒ `String`

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.

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

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#input_record_tables ⇒ `Array<Types::GlueTable>`

A list of Glue table definitions used by the transform.

Returns:

(Array<Types::GlueTable>)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#label_count ⇒ `Integer`

The number of labels available for this transform.

Returns:

(Integer)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_on ⇒ `Time`

The date and time when the transform was last modified.

Returns:

(Time)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#max_capacity ⇒ `Float`

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.

[1]: aws.amazon.com/glue/pricing/

Returns:

(Float)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#max_retries ⇒ `Integer`

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

Returns:

(Integer)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_workers ⇒ `Integer`

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

Returns:

(Integer)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#parameters ⇒ `Types::TransformParameters`

The configuration parameters that are specific to the algorithm used.

Returns:

(Types::TransformParameters)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#role ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#schema ⇒ `Array<Types::SchemaColumn>`

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

Returns:

(Array<Types::SchemaColumn>)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#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)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#transform_encryption ⇒ `Types::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.

Returns:

(Types::TransformEncryption)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#transform_id ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

#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.

Returns:

(String)

# File 'lib/aws-sdk-glue/types.rb', line 13611

class GetMLTransformResponse < Struct.new(
  :transform_id,
  :name,
  :description,
  :status,
  :created_on,
  :last_modified_on,
  :input_record_tables,
  :parameters,
  :evaluation_metrics,
  :label_count,
  :schema,
  :role,
  :glue_version,
  :max_capacity,
  :worker_type,
  :number_of_workers,
  :timeout,
  :max_retries,
  :transform_encryption)
  SENSITIVE = []
  include Aws::Structure
end

Class: Aws::Glue::Types::GetMLTransformResponse

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#created_on ⇒ Time

#description ⇒ String

#evaluation_metrics ⇒ Types::EvaluationMetrics

#glue_version ⇒ String

#input_record_tables ⇒ Array<Types::GlueTable>

#label_count ⇒ Integer

#last_modified_on ⇒ Time

#max_capacity ⇒ Float

#max_retries ⇒ Integer

#name ⇒ String

#number_of_workers ⇒ Integer

#parameters ⇒ Types::TransformParameters

#role ⇒ String

#schema ⇒ Array<Types::SchemaColumn>

#status ⇒ String

#timeout ⇒ Integer

#transform_encryption ⇒ Types::TransformEncryption

#transform_id ⇒ String

#worker_type ⇒ String

#created_on ⇒ `Time`

#description ⇒ `String`

#evaluation_metrics ⇒ `Types::EvaluationMetrics`

#glue_version ⇒ `String`

#input_record_tables ⇒ `Array<Types::GlueTable>`

#label_count ⇒ `Integer`

#last_modified_on ⇒ `Time`

#max_capacity ⇒ `Float`

#max_retries ⇒ `Integer`

#name ⇒ `String`

#number_of_workers ⇒ `Integer`

#parameters ⇒ `Types::TransformParameters`

#role ⇒ `String`

#schema ⇒ `Array<Types::SchemaColumn>`

#status ⇒ `String`

#timeout ⇒ `Integer`

#transform_encryption ⇒ `Types::TransformEncryption`

#transform_id ⇒ `String`

#worker_type ⇒ `String`