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public interface FeaturestoreMonitoringConfigOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getCategoricalThresholdConfig()
public abstract FeaturestoreMonitoringConfig.ThresholdConfig 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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
The categoricalThresholdConfig. |
getCategoricalThresholdConfigOrBuilder()
public abstract FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getCategoricalThresholdConfigOrBuilder()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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder |
|
getImportFeaturesAnalysis()
public abstract FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()The config for ImportFeatures Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis |
The importFeaturesAnalysis. |
getImportFeaturesAnalysisOrBuilder()
public abstract FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()The config for ImportFeatures Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder |
|
getNumericalThresholdConfig()
public abstract FeaturestoreMonitoringConfig.ThresholdConfig 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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
The numericalThresholdConfig. |
getNumericalThresholdConfigOrBuilder()
public abstract FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getNumericalThresholdConfigOrBuilder()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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder |
|
getSnapshotAnalysis()
public abstract FeaturestoreMonitoringConfig.SnapshotAnalysis getSnapshotAnalysis()The config for Snapshot Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysis |
The snapshotAnalysis. |
getSnapshotAnalysisOrBuilder()
public abstract FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder getSnapshotAnalysisOrBuilder()The config for Snapshot Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder |
|
hasCategoricalThresholdConfig()
public abstract boolean hasCategoricalThresholdConfig()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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the categoricalThresholdConfig field is set. |
hasImportFeaturesAnalysis()
public abstract boolean hasImportFeaturesAnalysis()The config for ImportFeatures Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the importFeaturesAnalysis field is set. |
hasNumericalThresholdConfig()
public abstract boolean hasNumericalThresholdConfig()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).
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the numericalThresholdConfig field is set. |
hasSnapshotAnalysis()
public abstract boolean hasSnapshotAnalysis()The config for Snapshot Analysis Based Feature Monitoring.
.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the snapshotAnalysis field is set. |