NAME

Paws::SageMaker::MonitoringBaselineConfig

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::MonitoringBaselineConfig object:

  $service_obj->Method(Att1 => { BaseliningJobName => $value, ..., StatisticsResource => $value  });

Results returned from an API call

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

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

DESCRIPTION

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

ATTRIBUTES

BaseliningJobName => Str

The name of the job that performs baselining for the monitoring job.

ConstraintsResource => Paws::SageMaker::MonitoringConstraintsResource

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

StatisticsResource => Paws::SageMaker::MonitoringStatisticsResource

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

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