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].



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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.



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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:



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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}



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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:



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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.



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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:



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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.



495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
 
# File 'proto_docs/google/cloud/aiplatform/v1/job_service.rb', line 495

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