NAME

Paws::SageMaker::MonitoringJobDefinition

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::MonitoringJobDefinition object:

  $service_obj->Method(Att1 => { BaselineConfig => $value, ..., StoppingCondition => $value  });

Results returned from an API call

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

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

DESCRIPTION

Defines the monitoring job.

ATTRIBUTES

BaselineConfig => Paws::SageMaker::MonitoringBaselineConfig

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

Environment => Paws::SageMaker::MonitoringEnvironmentMap

Sets the environment variables in the Docker container.

REQUIRED MonitoringAppSpecification => Paws::SageMaker::MonitoringAppSpecification

Configures the monitoring job to run a specified Docker container image.

REQUIRED MonitoringInputs => ArrayRef[Paws::SageMaker::MonitoringInput]

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

REQUIRED MonitoringOutputConfig => Paws::SageMaker::MonitoringOutputConfig

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

REQUIRED MonitoringResources => Paws::SageMaker::MonitoringResources

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

NetworkConfig => Paws::SageMaker::NetworkConfig

Specifies networking options for an monitoring job.

REQUIRED RoleArn => Str

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

StoppingCondition => Paws::SageMaker::MonitoringStoppingCondition

Specifies a time limit for how long the monitoring job is allowed to run.

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>