Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest (v0.52.0)

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.