Package com.google.cloud.aiplatform.v1

Class FeaturestoreMonitoringConfig.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

com.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.Builder

All Implemented Interfaces:

FeaturestoreMonitoringConfigOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

FeaturestoreMonitoringConfig

public static final class FeaturestoreMonitoringConfig.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>
implements FeaturestoreMonitoringConfigOrBuilder

 Configuration of how features in Featurestore are monitored.
 

Protobuf type google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig

Method Summary

Modifier and Type	Method	Description
FeaturestoreMonitoringConfig.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
FeaturestoreMonitoringConfig	build()
FeaturestoreMonitoringConfig	buildPartial()
FeaturestoreMonitoringConfig.Builder	clear()
FeaturestoreMonitoringConfig.Builder	clearCategoricalThresholdConfig()	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
FeaturestoreMonitoringConfig.Builder	clearImportFeaturesAnalysis()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	clearNumericalThresholdConfig()	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
FeaturestoreMonitoringConfig.Builder	clearSnapshotAnalysis()	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	clone()
FeaturestoreMonitoringConfig.ThresholdConfig	getCategoricalThresholdConfig()	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfig.Builder	getCategoricalThresholdConfigBuilder()	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder	getCategoricalThresholdConfigOrBuilder()	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis	getImportFeaturesAnalysis()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder	getImportFeaturesAnalysisBuilder()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder	getImportFeaturesAnalysisOrBuilder()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.ThresholdConfig	getNumericalThresholdConfig()	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfig.Builder	getNumericalThresholdConfigBuilder()	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder	getNumericalThresholdConfigOrBuilder()	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.SnapshotAnalysis	getSnapshotAnalysis()	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder	getSnapshotAnalysisBuilder()	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder	getSnapshotAnalysisOrBuilder()	The config for Snapshot Analysis Based Feature Monitoring.
boolean	hasCategoricalThresholdConfig()	Threshold for categorical features of anomaly detection.
boolean	hasImportFeaturesAnalysis()	The config for ImportFeatures Analysis Based Feature Monitoring.
boolean	hasNumericalThresholdConfig()	Threshold for numerical features of anomaly detection.
boolean	hasSnapshotAnalysis()	The config for Snapshot Analysis Based Feature Monitoring.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
FeaturestoreMonitoringConfig.Builder	mergeCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	mergeFrom(FeaturestoreMonitoringConfig other)
FeaturestoreMonitoringConfig.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
FeaturestoreMonitoringConfig.Builder	mergeFrom(com.google.protobuf.Message other)
FeaturestoreMonitoringConfig.Builder	mergeImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis value)	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	mergeNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	mergeSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis value)	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
FeaturestoreMonitoringConfig.Builder	setCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	setCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig.Builder builderForValue)	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
FeaturestoreMonitoringConfig.Builder	setImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis value)	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	setImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder builderForValue)	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	setNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	setNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig.Builder builderForValue)	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
FeaturestoreMonitoringConfig.Builder	setSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis value)	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	setSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder builderForValue)	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

clear

public FeaturestoreMonitoringConfig.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

getDefaultInstanceForType

public FeaturestoreMonitoringConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public FeaturestoreMonitoringConfig build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public FeaturestoreMonitoringConfig buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public FeaturestoreMonitoringConfig.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

setField

public FeaturestoreMonitoringConfig.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                     Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

clearField

public FeaturestoreMonitoringConfig.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

clearOneof

public FeaturestoreMonitoringConfig.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

setRepeatedField

public FeaturestoreMonitoringConfig.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                             int index,
                                                             Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

addRepeatedField

public FeaturestoreMonitoringConfig.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                             Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

mergeFrom

public FeaturestoreMonitoringConfig.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeaturestoreMonitoringConfig.Builder>

mergeFrom

public FeaturestoreMonitoringConfig.Builder mergeFrom(FeaturestoreMonitoringConfig other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

mergeFrom

public FeaturestoreMonitoringConfig.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                               throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeaturestoreMonitoringConfig.Builder>

Throws:

IOException

hasSnapshotAnalysis

public boolean hasSnapshotAnalysis()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

hasSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the snapshotAnalysis field is set.

getSnapshotAnalysis

public FeaturestoreMonitoringConfig.SnapshotAnalysis getSnapshotAnalysis()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

getSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The snapshotAnalysis.

setSnapshotAnalysis

public FeaturestoreMonitoringConfig.Builder setSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis value)

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

setSnapshotAnalysis

public FeaturestoreMonitoringConfig.Builder setSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder builderForValue)

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

mergeSnapshotAnalysis

public FeaturestoreMonitoringConfig.Builder mergeSnapshotAnalysis(FeaturestoreMonitoringConfig.SnapshotAnalysis value)

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

clearSnapshotAnalysis

public FeaturestoreMonitoringConfig.Builder clearSnapshotAnalysis()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

getSnapshotAnalysisBuilder

public FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder getSnapshotAnalysisBuilder()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

getSnapshotAnalysisOrBuilder

public FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder getSnapshotAnalysisOrBuilder()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

getSnapshotAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

hasImportFeaturesAnalysis

public boolean hasImportFeaturesAnalysis()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

hasImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the importFeaturesAnalysis field is set.

getImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

getImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The importFeaturesAnalysis.

setImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.Builder setImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis value)

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

setImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.Builder setImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder builderForValue)

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

mergeImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.Builder mergeImportFeaturesAnalysis(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis value)

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

clearImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.Builder clearImportFeaturesAnalysis()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

getImportFeaturesAnalysisBuilder

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder getImportFeaturesAnalysisBuilder()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

getImportFeaturesAnalysisOrBuilder

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

getImportFeaturesAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

hasNumericalThresholdConfig

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

hasNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the numericalThresholdConfig field is set.

getNumericalThresholdConfig

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

getNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The numericalThresholdConfig.

setNumericalThresholdConfig

public FeaturestoreMonitoringConfig.Builder setNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

setNumericalThresholdConfig

public FeaturestoreMonitoringConfig.Builder setNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig.Builder builderForValue)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

mergeNumericalThresholdConfig

public FeaturestoreMonitoringConfig.Builder mergeNumericalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

clearNumericalThresholdConfig

public FeaturestoreMonitoringConfig.Builder clearNumericalThresholdConfig()

 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

getNumericalThresholdConfigBuilder

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder getNumericalThresholdConfigBuilder()

 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

getNumericalThresholdConfigOrBuilder

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

getNumericalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

hasCategoricalThresholdConfig

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

hasCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the categoricalThresholdConfig field is set.

getCategoricalThresholdConfig

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

getCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The categoricalThresholdConfig.

setCategoricalThresholdConfig

public FeaturestoreMonitoringConfig.Builder setCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

setCategoricalThresholdConfig

public FeaturestoreMonitoringConfig.Builder setCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig.Builder builderForValue)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

mergeCategoricalThresholdConfig

public FeaturestoreMonitoringConfig.Builder mergeCategoricalThresholdConfig(FeaturestoreMonitoringConfig.ThresholdConfig value)

 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

clearCategoricalThresholdConfig

public FeaturestoreMonitoringConfig.Builder clearCategoricalThresholdConfig()

 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

getCategoricalThresholdConfigBuilder

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder getCategoricalThresholdConfigBuilder()

 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

getCategoricalThresholdConfigOrBuilder

public 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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

getCategoricalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

setUnknownFields

public final FeaturestoreMonitoringConfig.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>

mergeUnknownFields

public final FeaturestoreMonitoringConfig.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.Builder>