Google Cloud Ai Platform V1 Client - Class SearchModelDeploymentMonitoringStatsAnomaliesRequest (0.37.1)

Version 0.37.1

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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
Name	Description
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
Type	Description
string

setModelDeploymentMonitoringJob

Required. ModelDeploymentMonitoring Job resource name.

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

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getDeployedModelId

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

Returns
Type	Description
string

setDeployedModelId

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

Parameter
Name	Description
var	string

Returns
Type	Description
$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
Type	Description
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
Name	Description
var	string

Returns
Type	Description
$this

getObjectives

Required. Objectives of the stats to retrieve.

Returns
Type	Description
Google\Protobuf\Internal\RepeatedField

setObjectives

Required. Objectives of the stats to retrieve.

Parameter
Name	Description
var	array<Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest\StatsAnomaliesObjective>

Returns
Type	Description
$this

getPageSize

The standard list page size.

Returns
Type	Description
int

setPageSize

The standard list page size.

Parameter
Name	Description
var	int

Returns
Type	Description
$this

getPageToken

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

Returns
Type	Description
string

setPageToken

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

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getStartTime

The earliest timestamp of stats being generated.

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

Returns
Type	Description
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
Name	Description
var	Google\Protobuf\Timestamp

Returns
Type	Description
$this

getEndTime

The latest timestamp of stats being generated.

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

Returns
Type	Description
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
Name	Description
var	Google\Protobuf\Timestamp

Returns
Type	Description
$this

static::build

Parameters
Name	Description
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
Type	Description
Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest