Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringTabularStats

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

A collection of data points that describes the time-varying values of a tabular metric.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringTabularStats

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringTabularStats.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18055

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#data_points ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPoint>

The data points of this time series. When listing time series, points are returned in reverse time order. Corresponds to the JSON property dataPoints

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18042

def data_points
  @data_points
end

#objective_type ⇒ String

One of the supported monitoring objectives: raw-feature-drift prediction- output-drift feature-attribution Corresponds to the JSON property objectiveType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18048

def objective_type
  @objective_type
end

#stats_name ⇒ String

The stats name. Corresponds to the JSON property statsName

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18053

def stats_name
  @stats_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 18060

def update!(**args)
  @data_points = args[:data_points] if args.key?(:data_points)
  @objective_type = args[:objective_type] if args.key?(:objective_type)
  @stats_name = args[:stats_name] if args.key?(:stats_name)
end