Class: Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest

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

Overview

Request message for JobService.SearchModelDeploymentMonitoringStatsAnomalies.

Defined Under Namespace

Classes: StatsAnomaliesObjective

Instance Attribute Summary collapse

Instance Attribute Details

#deployed_model_id ⇒ ::String 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#end_time ⇒ ::Google::Protobuf::Timestamp 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#feature_display_name ⇒ ::String 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#model_deployment_monitoring_job ⇒ ::String 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#objectives ⇒ ::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective> 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#page_size ⇒ ::Integer 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#page_token ⇒ ::String 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#start_time ⇒ ::Google::Protobuf::Timestamp 



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 698

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

  # Stats requested for specific objective.
  # @!attribute [rw] type
  #   @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringObjectiveType]
  # @!attribute [rw] top_feature_count
  #   @return [::Integer]
  #     If set, all attribution scores between
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#start_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time}
  #     and
  #     {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest#end_time SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time}
  #     are fetched, and page token doesn't take effect in this case. Only used
  #     to retrieve attribution score for the top Features which has the highest
  #     attribution score in the latest monitoring run.
  class StatsAnomaliesObjective
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end