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 \ V1Methods
__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: |
↳ 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:
|
deployedModelId |
string
Required. The DeployedModel ID of the [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id]. |
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\SearchModelDeploymentMonitoringStatsAnomaliesRequest | |