Package software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.TransformOutputProperty.Builder

java.lang.Object
software.amazon.awscdk.services.sagemaker.CfnModelPackage.TransformOutputProperty.Builder
All Implemented Interfaces:
software.amazon.jsii.Builder<CfnModelPackage.TransformOutputProperty>
Enclosing interface:
CfnModelPackage.TransformOutputProperty
@Stability(Stable) public static final class CfnModelPackage.TransformOutputProperty.Builder extends Object implements software.amazon.jsii.Builder<CfnModelPackage.TransformOutputProperty>
A builder for CfnModelPackage.TransformOutputProperty

  • Constructor Details

    • Builder

      public Builder()

  • Method Details

    • s3OutputPath

      @Stability(Stable) public CfnModelPackage.TransformOutputProperty.Builder s3OutputPath(String s3OutputPath)
      Sets the value of CfnModelPackage.TransformOutputProperty.getS3OutputPath()
      Parameters:
      s3OutputPath - The Amazon S3 path where you want Amazon SageMaker to store the results of the transform job. This parameter is required. For example, s3://bucket-name/key-name-prefix .

      For every S3 object used as input for the transform job, batch transform stores the transformed data with an . out suffix in a corresponding subfolder in the location in the output prefix. For example, for the input data stored at s3://bucket-name/input-name-prefix/dataset01/data.csv , batch transform stores the transformed data at s3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out . Batch transform doesn't upload partially processed objects. For an input S3 object that contains multiple records, it creates an . out file only if the transform job succeeds on the entire file. When the input contains multiple S3 objects, the batch transform job processes the listed S3 objects and uploads only the output for successfully processed objects. If any object fails in the transform job batch transform marks the job as failed to prompt investigation.

      Returns:
      this

    • accept

      @Stability(Stable) public CfnModelPackage.TransformOutputProperty.Builder accept(String accept)
      Sets the value of CfnModelPackage.TransformOutputProperty.getAccept()
      Parameters:
      accept - The MIME type used to specify the output data. Amazon SageMaker uses the MIME type with each http call to transfer data from the transform job.
      Returns:
      this

    • assembleWith

      @Stability(Stable) public CfnModelPackage.TransformOutputProperty.Builder assembleWith(String assembleWith)
      Sets the value of CfnModelPackage.TransformOutputProperty.getAssembleWith()
      Parameters:
      assembleWith - Defines how to assemble the results of the transform job as a single S3 object. Choose a format that is most convenient to you. To concatenate the results in binary format, specify None . To add a newline character at the end of every transformed record, specify Line .
      Returns:
      this

    • kmsKeyId

      @Stability(Stable) public CfnModelPackage.TransformOutputProperty.Builder kmsKeyId(String kmsKeyId)
      Sets the value of CfnModelPackage.TransformOutputProperty.getKmsKeyId()
      Parameters:
      kmsKeyId - The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. The KmsKeyId can be any of the following formats:

      • Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
      • Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
      • Alias name: alias/ExampleAlias
      • Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias

      If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. For more information, see KMS-Managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.

      The KMS key policy must grant permission to the IAM role that you specify in your CreateModel request. For more information, see Using Key Policies in AWS KMS in the AWS Key Management Service Developer Guide .

      Returns:
      this

    • build

      @Stability(Stable) public CfnModelPackage.TransformOutputProperty build()
      Builds the configured instance.
      Specified by:
      build in interface software.amazon.jsii.Builder<CfnModelPackage.TransformOutputProperty>
      Returns:
      a new instance of CfnModelPackage.TransformOutputProperty
      Throws:
      NullPointerException - if any required attribute was not provided