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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest.
Request message for JobService.SearchModelDeploymentMonitoringStatsAnomalies.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#deployed_model_id
def deployed_model_id() -> ::String
Returns
- (::String) — Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
#deployed_model_id=
def deployed_model_id=(value) -> ::String
Parameter
- value (::String) — Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
Returns
- (::String) — Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
#end_time
def end_time() -> ::Google::Protobuf::Timestamp
Returns
- (::Google::Protobuf::Timestamp) — The latest timestamp of stats being generated. If not set, indicates feching stats till the latest possible one.
#end_time=
def end_time=(value) -> ::Google::Protobuf::Timestamp
Parameter
- value (::Google::Protobuf::Timestamp) — 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.
#feature_display_name
def feature_display_name() -> ::String
Returns
- (::String) — The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name, example: "user_destination".
#feature_display_name=
def feature_display_name=(value) -> ::String
Parameter
- value (::String) — The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name, example: "user_destination".
Returns
- (::String) — The feature display name. If specified, only return the stats belonging to this feature. Format: ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name, example: "user_destination".
#model_deployment_monitoring_job
def model_deployment_monitoring_job() -> ::String
Returns
-
(::String) — Required. ModelDeploymentMonitoring Job resource name.
Format:
projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
#model_deployment_monitoring_job=
def model_deployment_monitoring_job=(value) -> ::String
Parameter
-
value (::String) — 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}
#objectives
def objectives() -> ::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective>
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective>) — Required. Objectives of the stats to retrieve.
#objectives=
def objectives=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective>
Parameter
- value (::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective>) — Required. Objectives of the stats to retrieve.
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective>) — Required. Objectives of the stats to retrieve.
#page_size
def page_size() -> ::Integer
Returns
- (::Integer) — The standard list page size.
#page_size=
def page_size=(value) -> ::Integer
Parameter
- value (::Integer) — The standard list page size.
Returns
- (::Integer) — The standard list page size.
#page_token
def page_token() -> ::String
Returns
- (::String) — A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies call.
#page_token=
def page_token=(value) -> ::String
Parameter
- value (::String) — A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies call.
Returns
- (::String) — A page token received from a previous JobService.SearchModelDeploymentMonitoringStatsAnomalies call.
#start_time
def start_time() -> ::Google::Protobuf::Timestamp
Returns
- (::Google::Protobuf::Timestamp) — The earliest timestamp of stats being generated. If not set, indicates fetching stats till the earliest possible one.
#start_time=
def start_time=(value) -> ::Google::Protobuf::Timestamp
Parameter
- value (::Google::Protobuf::Timestamp) — 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.