TransformOutput

class aws_cdk.aws_stepfunctions_tasks.TransformOutput(*, s3_output_path, accept=None, assemble_with=None, encryption_key=None)

Bases: object

S3 location where you want Amazon SageMaker to save the results from the transform job.

Parameters

s3_output_path (str) – S3 path where you want Amazon SageMaker to store the results of the transform job.
accept (Optional[str]) – MIME type used to specify the output data. Default: - None
assemble_with (Optional[AssembleWith]) – Defines how to assemble the results of the transform job as a single S3 object. Default: - None
encryption_key (Optional[IKey]) – AWS KMS key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. Default: - default KMS key for Amazon S3 for your role’s account.

ExampleMetadata

infused

Example:

tasks.SageMakerCreateTransformJob(self, "Batch Inference",
    transform_job_name="MyTransformJob",
    model_name="MyModelName",
    model_client_options=tasks.ModelClientOptions(
        invocations_max_retries=3,  # default is 0
        invocations_timeout=Duration.minutes(5)
    ),
    transform_input=tasks.TransformInput(
        transform_data_source=tasks.TransformDataSource(
            s3_data_source=tasks.TransformS3DataSource(
                s3_uri="s3://inputbucket/train",
                s3_data_type=tasks.S3DataType.S3_PREFIX
            )
        )
    ),
    transform_output=tasks.TransformOutput(
        s3_output_path="s3://outputbucket/TransformJobOutputPath"
    ),
    transform_resources=tasks.TransformResources(
        instance_count=1,
        instance_type=ec2.InstanceType.of(ec2.InstanceClass.M4, ec2.InstanceSize.XLARGE)
    )
)

Attributes

accept

MIME type used to specify the output data.

Default

None

Return type

Optional[str]

assemble_with

Defines how to assemble the results of the transform job as a single S3 object.

Default

None

Return type

Optional[AssembleWith]

encryption_key

AWS KMS key that Amazon SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption.

Default

default KMS key for Amazon S3 for your role’s account.

Return type

Optional[IKey]

s3_output_path

S3 path where you want Amazon SageMaker to store the results of the transform job.

Return type: str