Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeaturestoreMonitoringConfig.
Configuration of how features in Featurestore are monitored.
Generated from protobuf message google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ snapshot_analysis |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis
The config for Snapshot Analysis Based Feature Monitoring. |
↳ import_features_analysis |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis
The config for ImportFeatures Analysis Based Feature Monitoring. |
↳ numerical_threshold_config |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig
Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64). |
↳ categorical_threshold_config |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig
Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING). |
getSnapshotAnalysis
The config for Snapshot Analysis Based Feature Monitoring.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis|null | |
hasSnapshotAnalysis
clearSnapshotAnalysis
setSnapshotAnalysis
The config for Snapshot Analysis Based Feature Monitoring.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\SnapshotAnalysis
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getImportFeaturesAnalysis
The config for ImportFeatures Analysis Based Feature Monitoring.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis|null | |
hasImportFeaturesAnalysis
clearImportFeaturesAnalysis
setImportFeaturesAnalysis
The config for ImportFeatures Analysis Based Feature Monitoring.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ImportFeaturesAnalysis
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getNumericalThresholdConfig
Threshold for numerical features of anomaly detection.
This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig|null | |
hasNumericalThresholdConfig
clearNumericalThresholdConfig
setNumericalThresholdConfig
Threshold for numerical features of anomaly detection.
This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getCategoricalThresholdConfig
Threshold for categorical features of anomaly detection.
This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig|null | |
hasCategoricalThresholdConfig
clearCategoricalThresholdConfig
setCategoricalThresholdConfig
Threshold for categorical features of anomaly detection.
This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeaturestoreMonitoringConfig\ThresholdConfig
|
| Returns | |
|---|---|
| Type | Description |
$this | |