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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb

Overview

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#created_onTime

The date and time when the transform was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#descriptionString

A description of the transform.

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_metricsTypes::EvaluationMetrics

The latest evaluation metrics.



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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_versionString

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)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_tablesArray<Types::GlueTable>

A list of AWS Glue table definitions used by the transform.

Returns:



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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_countInteger

The number of labels available for this transform.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_onTime

The date and time when the transform was last modified.

Returns:

  • (Time)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_capacityFloat

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)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_retriesInteger

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

Returns:

  • (Integer)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#nameString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_workersInteger

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

Returns:

  • (Integer)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#parametersTypes::TransformParameters

The configuration parameters that are specific to the algorithm used.



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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#roleString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#schemaArray<Types::SchemaColumn>

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

Returns:



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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#statusString

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)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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

#timeoutInteger

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)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_encryptionTypes::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.



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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_idString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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_typeString

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)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7096

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