aws-cdk-lib.aws_stepfunctions_tasks.S3DataType

S3DataType Enum

S3 Data Type.

Source

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

Example

new tasks.SageMakerCreateTrainingJob(this, 'TrainSagemaker', {
  trainingJobName: sfn.JsonPath.stringAt('$.JobName'),
  algorithmSpecification: {
    algorithmName: 'BlazingText',
    trainingInputMode: tasks.InputMode.FILE,
  },
  inputDataConfig: [{
    channelName: 'train',
    dataSource: {
      s3DataSource: {
        s3DataType: tasks.S3DataType.S3_PREFIX,
        s3Location: tasks.S3Location.fromJsonExpression('$.S3Bucket'),
      },
    },
  }],
  outputDataConfig: {
    s3OutputLocation: tasks.S3Location.fromBucket(s3.Bucket.fromBucketName(this, 'Bucket', 'amzn-s3-demo-bucket'), 'myoutputpath'),
  },
  resourceConfig: {
    instanceCount: 1,
    instanceType: new ec2.InstanceType(sfn.JsonPath.stringAt('$.InstanceType')),
    volumeSize: Size.gibibytes(50),
  }, // optional: default is 1 instance of EC2 `M4.XLarge` with `10GB` volume
  stoppingCondition: {
    maxRuntime: Duration.hours(2),
  }, // optional: default is 1 hour
});

Members

Member	Description
MANIFEST_FILE	Manifest File Data Type.
S3_PREFIX	S3 Prefix Data Type.
AUGMENTED_MANIFEST_FILE	Augmented Manifest File Data Type.

Referenced by

• S3DataSource.s3DataTypes3_data_types3DataTypeS3DataTypeS3DataType
• TransformS3DataSource.s3DataTypes3_data_types3DataTypeS3DataTypeS3DataType