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: - Noneassemble_with (
Optional
[AssembleWith
]) – Defines how to assemble the results of the transform job as a single S3 object. Default: - Noneencryption_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