Google Cloud Ai Platform V1 Client - Class SearchModelDeploymentMonitoringStatsAnomaliesRequest (0.32.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class SearchModelDeploymentMonitoringStatsAnomaliesRequest.

Request message for JobService.SearchModelDeploymentMonitoringStatsAnomalies.

Generated from protobuf message google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
NameDescription
data array

Optional. Data for populating the Message object.

↳ model_deployment_monitoring_job string

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

↳ deployed_model_id string

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

↳ feature_display_name string

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

↳ objectives array<Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest\StatsAnomaliesObjective>

Required. Objectives of the stats to retrieve.

↳ page_size int

The standard list page size.

↳ page_token string

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

↳ start_time Google\Protobuf\Timestamp

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

↳ end_time Google\Protobuf\Timestamp

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

getModelDeploymentMonitoringJob

Required. ModelDeploymentMonitoring Job resource name.

Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}

Returns
TypeDescription
string

setModelDeploymentMonitoringJob

Required. ModelDeploymentMonitoring Job resource name.

Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getDeployedModelId

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

Returns
TypeDescription
string

setDeployedModelId

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

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getFeatureDisplayName

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

Returns
TypeDescription
string

setFeatureDisplayName

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

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getObjectives

Required. Objectives of the stats to retrieve.

Returns
TypeDescription
Google\Protobuf\Internal\RepeatedField

setObjectives

Required. Objectives of the stats to retrieve.

Parameter
NameDescription
var array<Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest\StatsAnomaliesObjective>
Returns
TypeDescription
$this

getPageSize

The standard list page size.

Returns
TypeDescription
int

setPageSize

The standard list page size.

Parameter
NameDescription
var int
Returns
TypeDescription
$this

getPageToken

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

Returns
TypeDescription
string

setPageToken

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

Parameter
NameDescription
var string
Returns
TypeDescription
$this

getStartTime

The earliest timestamp of stats being generated.

If not set, indicates fetching stats till the earliest possible one.

Returns
TypeDescription
Google\Protobuf\Timestamp|null

hasStartTime

clearStartTime

setStartTime

The earliest timestamp of stats being generated.

If not set, indicates fetching stats till the earliest possible one.

Parameter
NameDescription
var Google\Protobuf\Timestamp
Returns
TypeDescription
$this

getEndTime

The latest timestamp of stats being generated.

If not set, indicates feching stats till the latest possible one.

Returns
TypeDescription
Google\Protobuf\Timestamp|null

hasEndTime

clearEndTime

setEndTime

The latest timestamp of stats being generated.

If not set, indicates feching stats till the latest possible one.

Parameter
NameDescription
var Google\Protobuf\Timestamp
Returns
TypeDescription
$this

static::build

Parameters
NameDescription
modelDeploymentMonitoringJob string

Required. ModelDeploymentMonitoring Job resource name. Format: projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job} Please see Google\Cloud\AIPlatform\V1\JobServiceClient::modelDeploymentMonitoringJobName() for help formatting this field.

deployedModelId string

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

Returns
TypeDescription
Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest