Class: Google::Cloud::AIPlatform::V1::Feature::MonitoringStatsAnomaly

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/feature.rb

Overview

A list of historical [Snapshot Analysis][FeaturestoreMonitoringConfig.SnapshotAnalysis] or [Import Feature Analysis] [FeaturestoreMonitoringConfig.ImportFeatureAnalysis] stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

Defined Under Namespace

Modules: Objective

Instance Attribute Summary collapse

Instance Attribute Details

#feature_stats_anomaly ⇒ ::Google::Cloud::AIPlatform::V1::FeatureStatsAnomaly (readonly)

Returns Output only. The stats and anomalies generated at specific timestamp.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature.rb', line 92

class MonitoringStatsAnomaly
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # If the objective in the request is both
  # Import Feature Analysis and Snapshot Analysis, this objective could be
  # one of them. Otherwise, this objective should be the same as the
  # objective in the request.
  module Objective
    # If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty.
    OBJECTIVE_UNSPECIFIED = 0

    # Stats are generated by Import Feature Analysis.
    IMPORT_FEATURE_ANALYSIS = 1

    # Stats are generated by Snapshot Analysis.
    SNAPSHOT_ANALYSIS = 2
  end
end

#objective ⇒ ::Google::Cloud::AIPlatform::V1::Feature::MonitoringStatsAnomaly::Objective (readonly)

Returns Output only. The objective for each stats.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature.rb', line 92

class MonitoringStatsAnomaly
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # If the objective in the request is both
  # Import Feature Analysis and Snapshot Analysis, this objective could be
  # one of them. Otherwise, this objective should be the same as the
  # objective in the request.
  module Objective
    # If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty.
    OBJECTIVE_UNSPECIFIED = 0

    # Stats are generated by Import Feature Analysis.
    IMPORT_FEATURE_ANALYSIS = 1

    # Stats are generated by Snapshot Analysis.
    SNAPSHOT_ANALYSIS = 2
  end
end