Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPoint

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

Represents a single statistics data point.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPoint

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPoint.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20278

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

Instance Attribute Details

#algorithm ⇒ String

Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity. Corresponds to the JSON property algorithm

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20240

def algorithm
  @algorithm
end

#baseline_stats ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPointTypedValue

Typed value of the statistics. Corresponds to the JSON property baselineStats

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20245

def baseline_stats
  @baseline_stats
end

#create_time ⇒ String

Statistics create time. Corresponds to the JSON property createTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20250

def create_time
  @create_time
end

#current_stats ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringStatsDataPointTypedValue

Typed value of the statistics. Corresponds to the JSON property currentStats

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20255

def current_stats
  @current_stats
end

#has_anomaly ⇒ Boolean Also known as: has_anomaly?

Indicate if the statistics has anomaly. Corresponds to the JSON property hasAnomaly

Returns:

  • (Boolean) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20260

def has_anomaly
  @has_anomaly
end

#model_monitoring_job ⇒ String

Model monitoring job resource name. Corresponds to the JSON property modelMonitoringJob

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20266

def model_monitoring_job
  @model_monitoring_job
end

#schedule ⇒ String

Schedule resource name. Corresponds to the JSON property schedule

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20271

def schedule
  @schedule
end

#threshold_value ⇒ Float

Threshold value. Corresponds to the JSON property thresholdValue

Returns:

  • (Float) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20276

def threshold_value
  @threshold_value
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 20283

def update!(**args)
  @algorithm = args[:algorithm] if args.key?(:algorithm)
  @baseline_stats = args[:baseline_stats] if args.key?(:baseline_stats)
  @create_time = args[:create_time] if args.key?(:create_time)
  @current_stats = args[:current_stats] if args.key?(:current_stats)
  @has_anomaly = args[:has_anomaly] if args.key?(:has_anomaly)
  @model_monitoring_job = args[:model_monitoring_job] if args.key?(:model_monitoring_job)
  @schedule = args[:schedule] if args.key?(:schedule)
  @threshold_value = args[:threshold_value] if args.key?(:threshold_value)
end