aws-cdk-lib.aws_stepfunctions_tasks.TransformDataSource

interface TransformDataSource

LanguageType name
.NETAmazon.CDK.AWS.StepFunctions.Tasks.TransformDataSource
Gogithub.com/aws/aws-cdk-go/awscdk/v2/awsstepfunctionstasks#TransformDataSource
Javasoftware.amazon.awscdk.services.stepfunctions.tasks.TransformDataSource
Pythonaws_cdk.aws_stepfunctions_tasks.TransformDataSource
TypeScript (source)aws-cdk-lib » aws_stepfunctions_tasks » TransformDataSource

S3 location of the input data that the model can consume.

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

NameTypeDescription
s3DataSourceTransformS3DataSourceS3 location of the input data.

s3DataSource

Type: TransformS3DataSource

S3 location of the input data.