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Class: Aws::SageMaker::Types::MonitoringBaselineConfig

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::MonitoringBaselineConfig

show all

Defined in:: (unknown)

Overview

Note:

When passing MonitoringBaselineConfig as input to an Aws::Client method, you can use a vanilla Hash:

{
  constraints_resource: {
    s3_uri: "S3Uri",
  },
  statistics_resource: {
    s3_uri: "S3Uri",
  },
}

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.

Returned by:

Aws::SageMaker::Types::MonitoringJobDefinition#baseline_config

Instance Attribute Summary collapse

#constraints_resource ⇒ Types::MonitoringConstraintsResource
The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
#statistics_resource ⇒ Types::MonitoringStatisticsResource
The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Instance Attribute Details

#constraints_resource ⇒ `Types::MonitoringConstraintsResource`

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

Returns:

(Types::MonitoringConstraintsResource) —
The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

#statistics_resource ⇒ `Types::MonitoringStatisticsResource`

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