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->BaselineConfigDESCRIPTION
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.
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