L2 Construct

SageMakerCreateTransformJob

Class representing the SageMaker Create Transform Job task.

Import

import { SageMakerCreateTransformJob } from 'aws-cdk-lib/aws-stepfunctions-tasks';

Or use the module namespace:

import * as stepfunctions_tasks from 'aws-cdk-lib/aws-stepfunctions-tasks';
// stepfunctions_tasks.SageMakerCreateTransformJob

Properties

Configuration passed to the constructor as SageMakerCreateTransformJobProps.

modelNameRequired

string

Name of the model that you want to use for the transform job.

transformInputRequired

TransformInput

Dataset to be transformed and the Amazon S3 location where it is stored.

transformJobNameRequired

string

Transform Job Name.

transformOutputRequired

TransformOutput

S3 location where you want Amazon SageMaker to save the results from the transform job.

batchStrategyOptional

BatchStrategy

Number of records to include in a mini-batch for an HTTP inference request.

Default: - No batch strategy

environmentOptional

{ [key: string]: string }

Environment variables to set in the Docker container.

Default: - No environment variables

maxConcurrentTransformsOptional

number

Maximum number of parallel requests that can be sent to each instance in a transform job.

Default: - Amazon SageMaker checks the optional execution-parameters to determine the settings for your chosen algorithm. If the execution-parameters endpoint is not enabled, the default value is 1.

maxPayloadOptional

Size

Maximum allowed size of the payload, in MB.

Default: 6

modelClientOptionsOptional

ModelClientOptions

Configures the timeout and maximum number of retries for processing a transform job invocation.

Default: - 0 retries and 60 seconds of timeout

roleOptional

IRole

Role for the Transform Job.

Default: - A role is created with `AmazonSageMakerFullAccess` managed policy

tagsOptional

{ [key: string]: string }

Tags to be applied to the train job.

Default: - No tags

transformResourcesOptional

TransformResources

ML compute instances for the transform job.

Default: - 1 instance of type M4.XLarge

2 properties inherited from TaskStateBaseProps

resultPathOptionalinherited from TaskStateBaseProps

string

JSONPath expression to indicate where to inject the state's output. May also be the special value JsonPath.DISCARD, which will cause the state's input to become its output.

Default: $

resultSelectorOptionalinherited from TaskStateBaseProps

{ [key: string]: any }

The JSON that will replace the state's raw result and become the effective result before ResultPath is applied. You can use ResultSelector to create a payload with values that are static or selected from the state's raw result.

Default: - None

3 properties inherited from StateBaseProps

commentOptionalinherited from StateBaseProps

string

A comment describing this state.

Default: No comment

queryLanguageOptionalinherited from StateBaseProps

QueryLanguage

The name of the query language used by the state. If the state does not contain a `queryLanguage` field, then it will use the query language specified in the top-level `queryLanguage` field.

Default: - JSONPath

stateNameOptionalinherited from StateBaseProps

string

Optional name for this state.

Default: - The construct ID will be used as state name

6 properties inherited from TaskStateBaseOptions

credentialsOptionalinherited from TaskStateBaseOptions

Credentials

Credentials for an IAM Role that the State Machine assumes for executing the task. This enables cross-account resource invocations.

Default: - None (Task is executed using the State Machine's execution role)

heartbeatOptionalDeprecatedinherited from TaskStateBaseOptions

Duration

Timeout for the heartbeat.

Default: - None

Deprecated: use `heartbeatTimeout`

heartbeatTimeoutOptionalinherited from TaskStateBaseOptions

Timeout

Timeout for the heartbeat. [disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface

Default: - None

integrationPatternOptionalinherited from TaskStateBaseOptions

IntegrationPattern

AWS Step Functions integrates with services directly in the Amazon States Language. You can control these AWS services using service integration patterns. Depending on the AWS Service, the Service Integration Pattern availability will vary.

Default: - `IntegrationPattern.REQUEST_RESPONSE` for most tasks. `IntegrationPattern.RUN_JOB` for the following exceptions: `BatchSubmitJob`, `EmrAddStep`, `EmrCreateCluster`, `EmrTerminationCluster`, and `EmrContainersStartJobRun`.

taskTimeoutOptionalinherited from TaskStateBaseOptions

Timeout

Timeout for the task. [disable-awslint:duration-prop-type] is needed because all props interface in aws-stepfunctions-tasks extend this interface

Default: - None

timeoutOptionalDeprecatedinherited from TaskStateBaseOptions

Duration

Timeout for the task.

Default: - None

Deprecated: use `taskTimeout`

1 property inherited from AssignableStateOptions

assignOptionalinherited from AssignableStateOptions

{ [key: string]: any }

Workflow variables to store in this step. Using workflow variables, you can store data in a step and retrieve that data in future steps.

Default: - Not assign variables

2 properties inherited from JsonPathCommonOptions

inputPathOptionalinherited from JsonPathCommonOptions

string

JSONPath expression to select part of the state to be the input to this state. May also be the special value JsonPath.DISCARD, which will cause the effective input to be the empty object {}.

Default: $

outputPathOptionalinherited from JsonPathCommonOptions

string

JSONPath expression to select part of the state to be the output to this state. May also be the special value JsonPath.DISCARD, which will cause the effective output to be the empty object {}.

Default: $

1 property inherited from JsonataCommonOptions

outputsOptionalinherited from JsonataCommonOptions

any

Used to specify and transform output from the state. When specified, the value overrides the state output default. The output field accepts any JSON value (object, array, string, number, boolean, null). Any string value, including those inside objects or arrays, will be evaluated as JSONata if surrounded by {% %} characters. Output also accepts a JSONata expression directly.

Default: - $states.result or $states.errorOutput

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Quick Facts

LevelL2 (Higher-level)

Moduleaws-stepfunctions-tasks

Properties27

Related Constructs

External Links

CDK API Documentation