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

Returns Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].

Returns:

  • (::String) —

    Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns The latest timestamp of stats being generated. If not set, indicates feching stats till the latest possible one.

Returns:

  • (::Google::Protobuf::Timestamp) —

    The latest timestamp of stats being generated. If not set, indicates feching stats till the latest possible one.



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name, example: "user_destination".

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns Required. ModelDeploymentMonitoring Job resource name. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}.

Returns:

  • (::String) —

    Required. ModelDeploymentMonitoring Job resource name. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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>

Returns Required. Objectives of the stats to retrieve.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns The standard list page size.

Returns:

  • (::Integer) —

    The standard list page size.



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies call.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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

Returns The earliest timestamp of stats being generated. If not set, indicates fetching stats till the earliest possible one.

Returns:

  • (::Google::Protobuf::Timestamp) —

    The earliest timestamp of stats being generated. If not set, indicates fetching stats till the earliest possible one.



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# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 484

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 affect 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