aws-cdk-lib.aws_stepfunctions_tasks.ModelClientOptions

ModelClientOptions Struct

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

Source

aws-stepfunctions-tasks/lib/sagemaker/base-types.ts

Example

new tasks.SageMakerCreateTransformJob(this, 'Batch Inference', {
  transformJobName: 'MyTransformJob',
  modelName: 'MyModelName',
  modelClientOptions: {
    invocationsMaxRetries: 3,  // default is 0
    invocationsTimeout: Duration.minutes(5),  // default is 60 seconds
  },
  transformInput: {
    transformDataSource: {
      s3DataSource: {
        s3Uri: 's3://inputbucket/train',
        s3DataType: tasks.S3DataType.S3_PREFIX,
      }
    }
  },
  transformOutput: {
    s3OutputPath: 's3://outputbucket/TransformJobOutputPath',
  },
  transformResources: {
    instanceCount: 1,
    instanceType: ec2.InstanceType.of(ec2.InstanceClass.M4, ec2.InstanceSize.XLARGE),
  }
});

Properties

invocationsMaxRetries?optionalnumberinvocations_max_retries?optionalint | floatinvocationsMaxRetries?optionalNumberInvocationsMaxRetries?optionaldoubleInvocationsMaxRetries?optional*float64= 0#

The maximum number of retries when invocation requests are failing.

invocationsTimeout?optionalDurationinvocations_timeout?optionalDurationinvocationsTimeout?optionalDurationInvocationsTimeout?optionalDurationInvocationsTimeout?optionalDuration= Duration.minutes(1)#

The timeout duration for an invocation request.