Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SearchModelMonitoringAlertsRequest

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

Request message for ModelMonitoringService.SearchModelMonitoringAlerts.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SearchModelMonitoringAlertsRequest

Returns a new instance of GoogleCloudAiplatformV1beta1SearchModelMonitoringAlertsRequest.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50072

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

Instance Attribute Details

#alert_time_interval ⇒ Google::Apis::AiplatformV1beta1::GoogleTypeInterval

Represents a time interval, encoded as a Timestamp start (inclusive) and a Timestamp end (exclusive). The start must be less than or equal to the end. When the start equals the end, the interval is empty (matches no time). When both start and end are unspecified, the interval matches any time. Corresponds to the JSON property alertTimeInterval

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50043

def alert_time_interval
  @alert_time_interval
end

#model_monitoring_job ⇒ String

If non-empty, returns the alerts of this model monitoring job. Corresponds to the JSON property modelMonitoringJob

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50048

def model_monitoring_job
  @model_monitoring_job
end

#objective_type ⇒ String

If non-empty, returns the alerts of this objective type. 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 50054

def objective_type
  @objective_type
end

#page_size ⇒ Fixnum

The standard list page size. Corresponds to the JSON property pageSize

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50059

def page_size
  @page_size
end

#page_token ⇒ String

A page token received from a previous ModelMonitoringService. SearchModelMonitoringAlerts call. Corresponds to the JSON property pageToken

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50065

def page_token
  @page_token
end

#stats_name ⇒ String

If non-empty, returns the alerts of this stats_name. Corresponds to the JSON property statsName

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 50070

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 50077

def update!(**args)
  @alert_time_interval = args[:alert_time_interval] if args.key?(:alert_time_interval)
  @model_monitoring_job = args[:model_monitoring_job] if args.key?(:model_monitoring_job)
  @objective_type = args[:objective_type] if args.key?(:objective_type)
  @page_size = args[:page_size] if args.key?(:page_size)
  @page_token = args[:page_token] if args.key?(:page_token)
  @stats_name = args[:stats_name] if args.key?(:stats_name)
end