Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelMonitoringStatsAnomalies.
Statistics and anomalies generated by Model Monitoring.
Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ objective |
int
Model Monitoring Objective those stats and anomalies belonging to. |
↳ deployed_model_id |
string
Deployed Model ID. |
↳ anomaly_count |
int
Number of anomalies within all stats. |
↳ feature_stats |
array<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
A list of historical Stats and Anomalies generated for all Features. |
getObjective
Model Monitoring Objective those stats and anomalies belonging to.
Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
| Returns | |
|---|---|
| Type | Description |
int | |
setObjective
Model Monitoring Objective those stats and anomalies belonging to.
Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDeployedModelId
Deployed Model ID.
Generated from protobuf field string deployed_model_id = 2;
| Returns | |
|---|---|
| Type | Description |
string | |
setDeployedModelId
Deployed Model ID.
Generated from protobuf field string deployed_model_id = 2;
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getAnomalyCount
Number of anomalies within all stats.
Generated from protobuf field int32 anomaly_count = 3;
| Returns | |
|---|---|
| Type | Description |
int | |
setAnomalyCount
Number of anomalies within all stats.
Generated from protobuf field int32 anomaly_count = 3;
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getFeatureStats
A list of historical Stats and Anomalies generated for all Features.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField | |
setFeatureStats
A list of historical Stats and Anomalies generated for all Features.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
| Parameter | |
|---|---|
| Name | Description |
var |
array<Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>
|
| Returns | |
|---|---|
| Type | Description |
$this | |