Class Feature.Builder (3.36.0)

public static final class Feature.Builder extends GeneratedMessageV3.Builder<Feature.Builder> implements FeatureOrBuilder

Feature Metadata information. For example, color is a feature that describes an apple.

Protobuf type google.cloud.aiplatform.v1beta1.Feature

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > Feature.Builder

Implements

FeatureOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

addAllMonitoringStats(Iterable<? extends FeatureStatsAnomaly> values)

public Feature.Builder addAllMonitoringStats(Iterable<? extends FeatureStatsAnomaly> values)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`values`	`Iterable<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly>`

Returns
Type	Description
`Feature.Builder`

addAllMonitoringStatsAnomalies(Iterable<? extends Feature.MonitoringStatsAnomaly> values)

public Feature.Builder addAllMonitoringStatsAnomalies(Iterable<? extends Feature.MonitoringStatsAnomaly> values)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`values`	`Iterable<? extends com.google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly>`

Returns
Type	Description
`Feature.Builder`

addMonitoringStats(FeatureStatsAnomaly value)

public Feature.Builder addMonitoringStats(FeatureStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`FeatureStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

addMonitoringStats(FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStats(FeatureStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`builderForValue`	`FeatureStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

addMonitoringStats(int index, FeatureStatsAnomaly value)

public Feature.Builder addMonitoringStats(int index, FeatureStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`value`	`FeatureStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

addMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`builderForValue`	`FeatureStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly value)

public Feature.Builder addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`Feature.MonitoringStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStatsAnomalies(Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`builderForValue`	`Feature.MonitoringStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

public Feature.Builder addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`value`	`Feature.MonitoringStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder addMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`builderForValue`	`Feature.MonitoringStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

addMonitoringStatsAnomaliesBuilder()

public Feature.MonitoringStatsAnomaly.Builder addMonitoringStatsAnomaliesBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Feature.MonitoringStatsAnomaly.Builder`

addMonitoringStatsAnomaliesBuilder(int index)

public Feature.MonitoringStatsAnomaly.Builder addMonitoringStatsAnomaliesBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.MonitoringStatsAnomaly.Builder`

addMonitoringStatsBuilder()

public FeatureStatsAnomaly.Builder addMonitoringStatsBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`FeatureStatsAnomaly.Builder`

addMonitoringStatsBuilder(int index)

public FeatureStatsAnomaly.Builder addMonitoringStatsBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`FeatureStatsAnomaly.Builder`

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public Feature.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public Feature build()

Returns
Type	Description
`Feature`

buildPartial()

public Feature buildPartial()

Returns
Type	Description
`Feature`

clear()

public Feature.Builder clear()

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearCreateTime()

public Feature.Builder clearCreateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Feature.Builder`

clearDescription()

public Feature.Builder clearDescription()

Description of the Feature.

string description = 2;

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clearDisableMonitoring()

public Feature.Builder clearDisableMonitoring()

Optional. Only applicable for Vertex AI Feature Store (Legacy). If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clearEtag()

public Feature.Builder clearEtag()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public Feature.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
`field`	`FieldDescriptor`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearLabels()

public Feature.Builder clearLabels()

Returns
Type	Description
`Feature.Builder`

clearMonitoringConfig() (deprecated)

public Feature.Builder clearMonitoringConfig()

Optional. Only applicable for Vertex AI Feature Store (Legacy). Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Feature.Builder`

clearMonitoringStats()

public Feature.Builder clearMonitoringStats()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Feature.Builder`

clearMonitoringStatsAnomalies()

public Feature.Builder clearMonitoringStatsAnomalies()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Feature.Builder`

clearName()

public Feature.Builder clearName()

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature} projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public Feature.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
`oneof`	`OneofDescriptor`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearUpdateTime()

public Feature.Builder clearUpdateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Feature.Builder`

clearValueType()

public Feature.Builder clearValueType()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clearVersionColumnName()

public Feature.Builder clearVersionColumnName()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

clone()

public Feature.Builder clone()

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

containsLabels(String key)

public boolean containsLabels(String key)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one Feature (System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`boolean`

getCreateTime()

public Timestamp getCreateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Timestamp`	The createTime.

getCreateTimeBuilder()

public Timestamp.Builder getCreateTimeBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Builder`

getCreateTimeOrBuilder()

public TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`TimestampOrBuilder`

getDefaultInstanceForType()

public Feature getDefaultInstanceForType()

Returns
Type	Description
`Feature`

getDescription()

public String getDescription()

Description of the Feature.

string description = 2;

Returns
Type	Description
`String`	The description.

getDescriptionBytes()

public ByteString getDescriptionBytes()

Description of the Feature.

string description = 2;

Returns
Type	Description
`ByteString`	The bytes for description.

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getDisableMonitoring()

public boolean getDisableMonitoring()

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	The disableMonitoring.

getEtag()

public String getEtag()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Returns
Type	Description
`String`	The etag.

getEtagBytes()

public ByteString getEtagBytes()

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Returns
Type	Description
`ByteString`	The bytes for etag.

getLabels() (deprecated)

public Map<String,String> getLabels()

Use #getLabelsMap() instead.

Returns
Type	Description
`Map<String,String>`

getLabelsCount()

public int getLabelsCount()

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`int`

getLabelsMap()

public Map<String,String> getLabelsMap()

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Map<String,String>`

getLabelsOrDefault(String key, String defaultValue)

public String getLabelsOrDefault(String key, String defaultValue)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameters
Name	Description
`key`	`String`
`defaultValue`	`String`

Returns
Type	Description
`String`

getLabelsOrThrow(String key)

public String getLabelsOrThrow(String key)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`String`

getMonitoringConfig() (deprecated)

public FeaturestoreMonitoringConfig getMonitoringConfig()

Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=167

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`FeaturestoreMonitoringConfig`	The monitoringConfig.

getMonitoringConfigBuilder() (deprecated)

public FeaturestoreMonitoringConfig.Builder getMonitoringConfigBuilder()

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`FeaturestoreMonitoringConfig.Builder`

getMonitoringConfigOrBuilder() (deprecated)

public FeaturestoreMonitoringConfigOrBuilder getMonitoringConfigOrBuilder()

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`FeaturestoreMonitoringConfigOrBuilder`

getMonitoringStats(int index)

public FeatureStatsAnomaly getMonitoringStats(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`FeatureStatsAnomaly`

getMonitoringStatsAnomalies(int index)

public Feature.MonitoringStatsAnomaly getMonitoringStatsAnomalies(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.MonitoringStatsAnomaly`

getMonitoringStatsAnomaliesBuilder(int index)

public Feature.MonitoringStatsAnomaly.Builder getMonitoringStatsAnomaliesBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.MonitoringStatsAnomaly.Builder`

getMonitoringStatsAnomaliesBuilderList()

public List<Feature.MonitoringStatsAnomaly.Builder> getMonitoringStatsAnomaliesBuilderList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<Builder>`

getMonitoringStatsAnomaliesCount()

public int getMonitoringStatsAnomaliesCount()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`int`

getMonitoringStatsAnomaliesList()

public List<Feature.MonitoringStatsAnomaly> getMonitoringStatsAnomaliesList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<MonitoringStatsAnomaly>`

getMonitoringStatsAnomaliesOrBuilder(int index)

public Feature.MonitoringStatsAnomalyOrBuilder getMonitoringStatsAnomaliesOrBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.MonitoringStatsAnomalyOrBuilder`

getMonitoringStatsAnomaliesOrBuilderList()

public List<? extends Feature.MonitoringStatsAnomalyOrBuilder> getMonitoringStatsAnomaliesOrBuilderList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<? extends com.google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomalyOrBuilder>`

getMonitoringStatsBuilder(int index)

public FeatureStatsAnomaly.Builder getMonitoringStatsBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`FeatureStatsAnomaly.Builder`

getMonitoringStatsBuilderList()

public List<FeatureStatsAnomaly.Builder> getMonitoringStatsBuilderList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<Builder>`

getMonitoringStatsCount()

public int getMonitoringStatsCount()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`int`

getMonitoringStatsList()

public List<FeatureStatsAnomaly> getMonitoringStatsList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<FeatureStatsAnomaly>`

getMonitoringStatsOrBuilder(int index)

public FeatureStatsAnomalyOrBuilder getMonitoringStatsOrBuilder(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`FeatureStatsAnomalyOrBuilder`

getMonitoringStatsOrBuilderList()

public List<? extends FeatureStatsAnomalyOrBuilder> getMonitoringStatsOrBuilderList()

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`List<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAnomalyOrBuilder>`

getMutableLabels() (deprecated)

public Map<String,String> getMutableLabels()

Use alternate mutation accessors instead.

Returns
Type	Description
`Map<String,String>`

getName()

public String getName()

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`String`	The name.

getNameBytes()

public ByteString getNameBytes()

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`ByteString`	The bytes for name.

getUpdateTime()

public Timestamp getUpdateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Timestamp`	The updateTime.

getUpdateTimeBuilder()

public Timestamp.Builder getUpdateTimeBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`Builder`

getUpdateTimeOrBuilder()

public TimestampOrBuilder getUpdateTimeOrBuilder()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`TimestampOrBuilder`

getValueType()

public Feature.ValueType getValueType()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`Feature.ValueType`	The valueType.

getValueTypeValue()

public int getValueTypeValue()

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];

Returns
Type	Description
`int`	The enum numeric value on the wire for valueType.

getVersionColumnName()

public String getVersionColumnName()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type	Description
`String`	The versionColumnName.

getVersionColumnNameBytes()

public ByteString getVersionColumnNameBytes()

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Returns
Type	Description
`ByteString`	The bytes for versionColumnName.

hasCreateTime()

public boolean hasCreateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`boolean`	Whether the createTime field is set.

hasMonitoringConfig() (deprecated)

public boolean hasMonitoringConfig()

Deprecated. google.cloud.aiplatform.v1beta1.Feature.monitoring_config is deprecated. See google/cloud/aiplatform/v1beta1/feature.proto;l=167

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the monitoringConfig field is set.

hasUpdateTime()

public boolean hasUpdateTime()

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
`boolean`	Whether the updateTime field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Parameter
Name	Description
`number`	`int`

Returns
Type	Description
`com.google.protobuf.MapFieldReflectionAccessor`

Overrides

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

internalGetMutableMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)

Parameter
Name	Description
`number`	`int`

Returns
Type	Description
`com.google.protobuf.MapFieldReflectionAccessor`

Overrides

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeCreateTime(Timestamp value)

public Feature.Builder mergeCreateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`Timestamp`

Returns
Type	Description
`Feature.Builder`

mergeFrom(Feature other)

public Feature.Builder mergeFrom(Feature other)

Parameter
Name	Description
`other`	`Feature`

Returns
Type	Description
`Feature.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public Feature.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Feature.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public Feature.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`Feature.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)

public Feature.Builder mergeMonitoringConfig(FeaturestoreMonitoringConfig value)

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`value`	`FeaturestoreMonitoringConfig`

Returns
Type	Description
`Feature.Builder`

mergeUnknownFields(UnknownFieldSet unknownFields)

public final Feature.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

mergeUpdateTime(Timestamp value)

public Feature.Builder mergeUpdateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`Timestamp`

Returns
Type	Description
`Feature.Builder`

putAllLabels(Map<String,String> values)

public Feature.Builder putAllLabels(Map<String,String> values)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`values`	`Map<String,String>`

Returns
Type	Description
`Feature.Builder`

putLabels(String key, String value)

public Feature.Builder putLabels(String key, String value)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameters
Name	Description
`key`	`String`
`value`	`String`

Returns
Type	Description
`Feature.Builder`

removeLabels(String key)

public Feature.Builder removeLabels(String key)

Optional. The labels with user-defined metadata to organize your Features.

Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

map<string, string> labels = 6 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`key`	`String`

Returns
Type	Description
`Feature.Builder`

removeMonitoringStats(int index)

public Feature.Builder removeMonitoringStats(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.Builder`

removeMonitoringStatsAnomalies(int index)

public Feature.Builder removeMonitoringStatsAnomalies(int index)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`index`	`int`

Returns
Type	Description
`Feature.Builder`

setCreateTime(Timestamp value)

public Feature.Builder setCreateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`Timestamp`

Returns
Type	Description
`Feature.Builder`

setCreateTime(Timestamp.Builder builderForValue)

public Feature.Builder setCreateTime(Timestamp.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`builderForValue`	`Builder`

Returns
Type	Description
`Feature.Builder`

setDescription(String value)

public Feature.Builder setDescription(String value)

Description of the Feature.

string description = 2;

Parameter
Name	Description
`value`	`String` The description to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setDescriptionBytes(ByteString value)

public Feature.Builder setDescriptionBytes(ByteString value)

Description of the Feature.

string description = 2;

Parameter
Name	Description
`value`	`ByteString` The bytes for description to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setDisableMonitoring(boolean value)

public Feature.Builder setDisableMonitoring(boolean value)

If set to true, all types of data monitoring are disabled despite the config on EntityType.

bool disable_monitoring = 12 [(.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`value`	`boolean` The disableMonitoring to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setEtag(String value)

public Feature.Builder setEtag(String value)

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Parameter
Name	Description
`value`	`String` The etag to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setEtagBytes(ByteString value)

public Feature.Builder setEtagBytes(ByteString value)

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

string etag = 7;

Parameter
Name	Description
`value`	`ByteString` The bytes for etag to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public Feature.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig value)

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`value`	`FeaturestoreMonitoringConfig`

Returns
Type	Description
`Feature.Builder`

setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue) (deprecated)

public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue)

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig monitoring_config = 9 [deprecated = true, (.google.api.field_behavior) = OPTIONAL];

Parameter
Name	Description
`builderForValue`	`FeaturestoreMonitoringConfig.Builder`

Returns
Type	Description
`Feature.Builder`

setMonitoringStats(int index, FeatureStatsAnomaly value)

public Feature.Builder setMonitoringStats(int index, FeatureStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`value`	`FeatureStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

setMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

public Feature.Builder setMonitoringStats(int index, FeatureStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly monitoring_stats = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`builderForValue`	`FeatureStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

public Feature.Builder setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`value`	`Feature.MonitoringStatsAnomaly`

Returns
Type	Description
`Feature.Builder`

setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

public Feature.Builder setMonitoringStatsAnomalies(int index, Feature.MonitoringStatsAnomaly.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

repeated .google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
Name	Description
`index`	`int`
`builderForValue`	`Feature.MonitoringStatsAnomaly.Builder`

Returns
Type	Description
`Feature.Builder`

setName(String value)

public Feature.Builder setName(String value)

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
Name	Description
`value`	`String` The name to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setNameBytes(ByteString value)

public Feature.Builder setNameBytes(ByteString value)

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
Name	Description
`value`	`ByteString` The bytes for name to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public Feature.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`index`	`int`
`value`	`Object`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setUnknownFields(UnknownFieldSet unknownFields)

public final Feature.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`Feature.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)

setUpdateTime(Timestamp value)

public Feature.Builder setUpdateTime(Timestamp value)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`value`	`Timestamp`

Returns
Type	Description
`Feature.Builder`

setUpdateTime(Timestamp.Builder builderForValue)

public Feature.Builder setUpdateTime(Timestamp.Builder builderForValue)

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name	Description
`builderForValue`	`Builder`

Returns
Type	Description
`Feature.Builder`

setValueType(Feature.ValueType value)

public Feature.Builder setValueType(Feature.ValueType value)

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
Name	Description
`value`	`Feature.ValueType` The valueType to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setValueTypeValue(int value)

public Feature.Builder setValueTypeValue(int value)

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
Name	Description
`value`	`int` The enum numeric value on the wire for valueType to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setVersionColumnName(String value)

public Feature.Builder setVersionColumnName(String value)

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Parameter
Name	Description
`value`	`String` The versionColumnName to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.

setVersionColumnNameBytes(ByteString value)

public Feature.Builder setVersionColumnNameBytes(ByteString value)

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

string version_column_name = 106;

Parameter
Name	Description
`value`	`ByteString` The bytes for versionColumnName to set.

Returns
Type	Description
`Feature.Builder`	This builder for chaining.