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v2.275.0

SageMakerStartPipelineExecutionProps Struct ​

Properties for a SageMaker Target.

Source
aws-scheduler-targets/lib/sage-maker-start-pipeline-execution.ts
Type last changed
v2.186.0 · 27 Mar 2025

Example ​

ts
import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';

declare const pipeline: sagemaker.IPipeline;

new Schedule(this, 'Schedule', {
  schedule: ScheduleExpression.rate(Duration.minutes(60)),
  target: new targets.SageMakerStartPipelineExecution(pipeline, {
    pipelineParameterList: [{
      name: 'parameter-name',
      value: 'parameter-value',
    }],
  }),
});

Properties ​

deadLetterQueueoptionalIQueuedead_letter_queueoptionalIQueuedeadLetterQueueoptionalIQueueDeadLetterQueueoptionalIQueueDeadLetterQueueoptionalIQueue#
The SQS queue to be used as deadLetterQueue.

Default: no dead-letter queue

notes

The events not successfully delivered are automatically retried for a specified period of time, depending on the retry policy of the target. If an event is not delivered before all retry attempts are exhausted, it will be sent to the dead letter queue.

inputoptionalScheduleTargetInputinputoptionalScheduleTargetInputinputoptionalScheduleTargetInputInputoptionalScheduleTargetInputInputoptionalScheduleTargetInput#
Input passed to the target.

Default: no input.

maxEventAgeoptionalDurationmax_event_ageoptionalDurationmaxEventAgeoptionalDurationMaxEventAgeoptionalDurationMaxEventAgeoptionalDuration= Duration.hours(24)#
The maximum age of a request that Scheduler sends to a target for processing.

Minimum value of 60. Maximum value of 86400.

pipelineParameterListoptionalSageMakerPipelineParameter[]pipeline_parameter_listoptionaltyping.List[SageMakerPipelineParameter]pipelineParameterListoptionalList<SageMakerPipelineParameter>PipelineParameterListoptionalSageMakerPipelineParameter[]PipelineParameterListoptional*[]SageMakerPipelineParameter#
List of parameter names and values to use when executing the SageMaker Model Building Pipeline.

Default: no pipeline parameter list

The length must be between 0 and 200.

retryAttemptsoptionalnumberretry_attemptsoptionalint | floatretryAttemptsoptionalNumberRetryAttemptsoptionaldoubleRetryAttemptsoptional*float64= 185#
The maximum number of times to retry when the target returns an error.

Minimum value of 0. Maximum value of 185.

roleoptionalIRoleroleoptionalIRoleroleoptionalIRoleRoleoptionalIRoleRoleoptionalIRole#
An execution role is an IAM role that EventBridge Scheduler assumes in order to interact with other AWS services on your behalf.

Default: created by target

notes

If none provided templates target will automatically create an IAM role with all the minimum necessary permissions to interact with the templated target. If you wish you may specify your own IAM role, then the templated targets will grant minimal required permissions.