ModelClientOptions

class aws_cdk.aws_stepfunctions_tasks.ModelClientOptions(*, invocations_max_retries=None, invocations_timeout=None)

Bases: object

Configures the timeout and maximum number of retries for processing a transform job invocation.

Parameters
  • invocations_max_retries (Union[int, float, None]) – The maximum number of retries when invocation requests are failing. Default: 0

  • invocations_timeout (Optional[Duration]) – The timeout duration for an invocation request. Default: Duration.minutes(1)

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

invocations_max_retries

The maximum number of retries when invocation requests are failing.

Default

0

Return type

Union[int, float, None]

invocations_timeout

The timeout duration for an invocation request.

Default

Duration.minutes(1)

Return type

Optional[Duration]