Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureMonitorJob

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

Vertex AI Feature Monitor Job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureMonitorJob

Returns a new instance of GoogleCloudAiplatformV1beta1FeatureMonitorJob.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20760

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

Instance Attribute Details

#create_time ⇒ String

Output only. Timestamp when this FeatureMonitorJob was created. Creation of a FeatureMonitorJob means that the job is pending / waiting for sufficient resources but may not have started running yet. Corresponds to the JSON property createTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20699

def create_time
  @create_time
end

#description ⇒ String

Optional. Description of the FeatureMonitor. Corresponds to the JSON property description

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20704

def description
  @description
end

#drift_base_feature_monitor_job_id ⇒ Fixnum

Output only. FeatureMonitorJob ID comparing to which the drift is calculated. Corresponds to the JSON property driftBaseFeatureMonitorJobId

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20709

def drift_base_feature_monitor_job_id
  @drift_base_feature_monitor_job_id
end

#drift_base_snapshot_time ⇒ String

Output only. Data snapshot time comparing to which the drift is calculated. Corresponds to the JSON property driftBaseSnapshotTime

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20714

def drift_base_snapshot_time
  @drift_base_snapshot_time
end

#feature_selection_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureSelectionConfig

Feature selection configuration for the FeatureMonitor. Corresponds to the JSON property featureSelectionConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20719

def feature_selection_config
  @feature_selection_config
end

#final_status ⇒ Google::Apis::AiplatformV1beta1::GoogleRpcStatus

The Status type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by gRPC. Each Status message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the API Design Guide. Corresponds to the JSON property finalStatus

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20729

def final_status
  @final_status
end

#job_summary ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureMonitorJobJobSummary

Summary from the FeatureMonitorJob. Corresponds to the JSON property jobSummary

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20734

def job_summary
  @job_summary
end

#labels ⇒ Hash<String,String>

Optional. The labels with user-defined metadata to organize your FeatureMonitorJob. Label keys and values can be no longer than 64 characters ( Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo. gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureMonitor(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20746

def labels
  @labels
end

#name ⇒ String

Identifier. Name of the FeatureMonitorJob. Format: projects/project/ locations/location/featureGroups/feature_group/featureMonitors/ feature_monitor/featureMonitorJobs/feature_monitor_job`. Corresponds to the JSON propertyname`

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20753

def name
  @name
end

#trigger_type ⇒ String

Output only. Trigger type of the Feature Monitor Job. Corresponds to the JSON property triggerType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20758

def trigger_type
  @trigger_type
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 20765

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @description = args[:description] if args.key?(:description)
  @drift_base_feature_monitor_job_id = args[:drift_base_feature_monitor_job_id] if args.key?(:drift_base_feature_monitor_job_id)
  @drift_base_snapshot_time = args[:drift_base_snapshot_time] if args.key?(:drift_base_snapshot_time)
  @feature_selection_config = args[:feature_selection_config] if args.key?(:feature_selection_config)
  @final_status = args[:final_status] if args.key?(:final_status)
  @job_summary = args[:job_summary] if args.key?(:job_summary)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @trigger_type = args[:trigger_type] if args.key?(:trigger_type)
end