/ 
Paws-0.46
River stage two • 9 direct dependents • 11 total dependents
/ Paws::SageMaker::TransformJob

NAME

Paws::SageMaker::TransformJob

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::SageMaker::TransformJob object:

$service_obj->Method(Att1 => { AutoMLJobArn => $value, ..., TransformStartTime => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::TransformJob object:

$result = $service_obj->Method(...);
$result->Att1->AutoMLJobArn

DESCRIPTION

A batch transform job. For information about SageMaker batch transform, see Use Batch Transform (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

ATTRIBUTES

AutoMLJobArn => Str

The Amazon Resource Name (ARN) of the AutoML job that created the transform job.

BatchStrategy => Str

Specifies the number of records to include in a mini-batch for an HTTP inference request. A record is a single unit of input data that inference can be made on. For example, a single line in a CSV file is a record.

CreationTime => Str

A timestamp that shows when the transform Job was created.

DataProcessing => Paws::SageMaker::DataProcessing

Environment => Paws::SageMaker::TransformEnvironmentMap

The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

ExperimentConfig => Paws::SageMaker::ExperimentConfig

FailureReason => Str

If the transform job failed, the reason it failed.

LabelingJobArn => Str

The Amazon Resource Name (ARN) of the labeling job that created the transform job.

MaxConcurrentTransforms => Int

The maximum number of parallel requests that can be sent to each instance in a transform job. If MaxConcurrentTransforms is set to 0 or left unset, SageMaker checks the optional execution-parameters to determine the settings for your chosen algorithm. If the execution-parameters endpoint is not enabled, the default value is 1. For built-in algorithms, you don't need to set a value for MaxConcurrentTransforms.

MaxPayloadInMB => Int

The maximum allowed size of the payload, in MB. A payload is the data portion of a record (without metadata). The value in MaxPayloadInMB must be greater than, or equal to, the size of a single record. To estimate the size of a record in MB, divide the size of your dataset by the number of records. To ensure that the records fit within the maximum payload size, we recommend using a slightly larger value. The default value is 6 MB. For cases where the payload might be arbitrarily large and is transmitted using HTTP chunked encoding, set the value to 0. This feature works only in supported algorithms. Currently, SageMaker built-in algorithms do not support HTTP chunked encoding.

ModelClientConfig => Paws::SageMaker::ModelClientConfig

ModelName => Str

The name of the model associated with the transform job.

Tags => ArrayRef[Paws::SageMaker::Tag]

A list of tags associated with the transform job.

TransformEndTime => Str

Indicates when the transform job has been completed, or has stopped or failed. You are billed for the time interval between this time and the value of TransformStartTime.

TransformInput => Paws::SageMaker::TransformInput

TransformJobArn => Str

The Amazon Resource Name (ARN) of the transform job.

TransformJobName => Str

The name of the transform job.

TransformJobStatus => Str

The status of the transform job.

Transform job statuses are:

  • InProgress - The job is in progress.

  • Completed - The job has completed.

  • Failed - The transform job has failed. To see the reason for the failure, see the FailureReason field in the response to a DescribeTransformJob call.

  • Stopping - The transform job is stopping.

  • Stopped - The transform job has stopped.

TransformOutput => Paws::SageMaker::TransformOutput

TransformResources => Paws::SageMaker::TransformResources

TransformStartTime => Str

Indicates when the transform job starts on ML instances. You are billed for the time interval between this time and the value of TransformEndTime.

SEE ALSO

This class forms part of Paws, describing an object used in Paws::SageMaker

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues