glue/aws.sdk.kotlin.services.glue.model/GetMlTransformResponse/Builder

Builder

class Builder

Properties

createdOn

var createdOn: Instant?

The date and time when the transform was created.

description

var description: String?

A description of the transform.

evaluationMetrics

var evaluationMetrics: EvaluationMetrics?

The latest evaluation metrics.

glueVersion

var glueVersion: 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.

inputRecordTables

var inputRecordTables: List<GlueTable>?

A list of Glue table definitions used by the transform.

labelCount

var labelCount: Int

The number of labels available for this transform.

lastModifiedOn

var lastModifiedOn: Instant?

The date and time when the transform was last modified.

maxCapacity

var maxCapacity: Double?

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.

maxRetries

var maxRetries: Int?

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

name

var name: String?

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

numberOfWorkers

var numberOfWorkers: Int?

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

parameters

var parameters: TransformParameters?

The configuration parameters that are specific to the algorithm used.

role

var role: String?

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

schema

var schema: List<SchemaColumn>?

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

status

var status: TransformStatusType?

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

timeout

var 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

var transformEncryption: 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

var transformId: String?

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

workerType

var workerType: WorkerType?

The type of predefined worker that is allocated when this task runs. Accepts a value of Standard, G.1X, or G.2X.

Functions

evaluationMetrics

fun evaluationMetrics(block: EvaluationMetrics.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.glue.model.EvaluationMetrics inside the given block

parameters

fun parameters(block: TransformParameters.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.glue.model.TransformParameters inside the given block

transformEncryption

fun transformEncryption(block: TransformEncryption.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.glue.model.TransformEncryption inside the given block