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public static final class Feature.Builder extends GeneratedMessageV3.Builder<Feature.Builder> implements FeatureOrBuilderFeature 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.BuilderImplements
FeatureOrBuilderStatic 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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
getDisableMonitoring()
public boolean getDisableMonitoring()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 |
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.
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];
| 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.
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];
| 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.
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];
| 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.
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 |
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
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 |
FeaturestoreMonitoringConfig | The monitoringConfig. |
getMonitoringConfigBuilder() (deprecated)
public FeaturestoreMonitoringConfig.Builder getMonitoringConfigBuilder()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 |
FeaturestoreMonitoringConfig.Builder | |
getMonitoringConfigOrBuilder() (deprecated)
public FeaturestoreMonitoringConfigOrBuilder getMonitoringConfigOrBuilder()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 |
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() 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 |
String | The name. |
getNameBytes()
public ByteString getNameBytes() 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 |
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
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 |
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 | |
internalGetMapFieldReflection(int number)
protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)| Parameter | |
|---|---|
| Name | Description |
number | int |
| Returns | |
|---|---|
| Type | Description |
com.google.protobuf.MapFieldReflectionAccessor | |
internalGetMutableMapFieldReflection(int number)
protected MapFieldReflectionAccessor internalGetMutableMapFieldReflection(int number)| Parameter | |
|---|---|
| Name | Description |
number | int |
| Returns | |
|---|---|
| Type | Description |
com.google.protobuf.MapFieldReflectionAccessor | |
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean | |
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 | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
mergeFrom(Message other)
public Feature.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other | Message |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | |
mergeMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)
public Feature.Builder mergeMonitoringConfig(FeaturestoreMonitoringConfig value)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];
| 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 | |
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.
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 |
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.
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];
| 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.
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 |
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 | StringThe 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 | ByteStringThe bytes for description to set. |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | This builder for chaining. |
setDisableMonitoring(boolean value)
public Feature.Builder setDisableMonitoring(boolean value)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];
| Parameter | |
|---|---|
| Name | Description |
value | booleanThe 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 | StringThe 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 | ByteStringThe 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 | |
setMonitoringConfig(FeaturestoreMonitoringConfig value) (deprecated)
public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig value)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];
| Parameter | |
|---|---|
| Name | Description |
value | FeaturestoreMonitoringConfig |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | |
setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue) (deprecated)
public Feature.Builder setMonitoringConfig(FeaturestoreMonitoringConfig.Builder builderForValue)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];
| 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) 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];
| Parameter | |
|---|---|
| Name | Description |
value | StringThe name to set. |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | This builder for chaining. |
setNameBytes(ByteString value)
public Feature.Builder setNameBytes(ByteString value) 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];
| Parameter | |
|---|---|
| Name | Description |
value | ByteStringThe 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 | |
setUnknownFields(UnknownFieldSet unknownFields)
public final Feature.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields | UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | |
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.ValueTypeThe 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 | intThe 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 | StringThe 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 | ByteStringThe bytes for versionColumnName to set. |
| Returns | |
|---|---|
| Type | Description |
Feature.Builder | This builder for chaining. |