public final class Feature extends GeneratedMessageV3 implements FeatureOrBuilder
Feature Metadata information that describes an attribute of an entity type.
For example, apple is an entity type, and color is a feature that describes
apple.
Protobuf type google.cloud.aiplatform.v1beta1.Feature
Static Fields
public static final int CREATE_TIME_FIELD_NUMBER
Field Value
public static final int DESCRIPTION_FIELD_NUMBER
Field Value
public static final int DISABLE_MONITORING_FIELD_NUMBER
Field Value
public static final int ETAG_FIELD_NUMBER
Field Value
public static final int LABELS_FIELD_NUMBER
Field Value
public static final int MONITORING_CONFIG_FIELD_NUMBER
Field Value
public static final int MONITORING_STATS_ANOMALIES_FIELD_NUMBER
Field Value
public static final int MONITORING_STATS_FIELD_NUMBER
Field Value
public static final int NAME_FIELD_NUMBER
Field Value
public static final int UPDATE_TIME_FIELD_NUMBER
Field Value
public static final int VALUE_TYPE_FIELD_NUMBER
Field Value
Static Methods
public static Feature getDefaultInstance()
Returns
public static final Descriptors.Descriptor getDescriptor()
Returns
public static Feature.Builder newBuilder()
Returns
public static Feature.Builder newBuilder(Feature prototype)
Parameter
Returns
public static Feature parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
public static Feature parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Feature parseFrom(byte[] data)
Parameter
| Name | Description |
| data | byte[]
|
Returns
Exceptions
public static Feature parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Feature parseFrom(ByteString data)
Parameter
Returns
Exceptions
public static Feature parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Feature parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
public static Feature parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Feature parseFrom(InputStream input)
Parameter
Returns
Exceptions
public static Feature parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Feature parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
public static Feature parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Parser<Feature> parser()
Returns
Methods
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];
public boolean equals(Object obj)
Parameter
Returns
Overrides
public Timestamp getCreateTime()
Output only. Timestamp when this EntityType was created.
.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
public TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this EntityType was created.
.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
public Feature getDefaultInstanceForType()
Returns
public String getDescription()
Description of the Feature.
string description = 2;
| Type | Description |
| String | The description.
|
public ByteString getDescriptionBytes()
Description of the Feature.
string description = 2;
| Type | Description |
| ByteString | The bytes for description.
|
public boolean getDisableMonitoring()
Optional. 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];
| Type | Description |
| boolean | The disableMonitoring.
|
Used to perform a consistent read-modify-write updates. If not set, a blind
"overwrite" update happens.
string etag = 7;
| Type | Description |
| String | The etag.
|
public ByteString getEtagBytes()
Used to perform a consistent read-modify-write updates. If not set, a blind
"overwrite" update happens.
string etag = 7;
public Map<String,String> getLabels()
Returns
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];
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];
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];
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];
public FeaturestoreMonitoringConfig getMonitoringConfig()
Optional. 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 [(.google.api.field_behavior) = OPTIONAL];
public FeaturestoreMonitoringConfigOrBuilder getMonitoringConfigOrBuilder()
Optional. 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 [(.google.api.field_behavior) = OPTIONAL];
public FeatureStatsAnomaly getMonitoringStats(int index)
Output only. A list of historical Snapshot
Analysis
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];
public Feature.MonitoringStatsAnomaly getMonitoringStatsAnomalies(int index)
Output only. 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];
public int getMonitoringStatsAnomaliesCount()
Output only. 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];
public List<Feature.MonitoringStatsAnomaly> getMonitoringStatsAnomaliesList()
Output only. 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];
public Feature.MonitoringStatsAnomalyOrBuilder getMonitoringStatsAnomaliesOrBuilder(int index)
Output only. 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];
public List<? extends Feature.MonitoringStatsAnomalyOrBuilder> getMonitoringStatsAnomaliesOrBuilderList()
Output only. 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];
| Type | Description |
| List<? extends com.google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomalyOrBuilder> | |
public int getMonitoringStatsCount()
Output only. A list of historical Snapshot
Analysis
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];
public List<FeatureStatsAnomaly> getMonitoringStatsList()
Output only. A list of historical Snapshot
Analysis
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];
public FeatureStatsAnomalyOrBuilder getMonitoringStatsOrBuilder(int index)
Output only. A list of historical Snapshot
Analysis
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];
public List<? extends FeatureStatsAnomalyOrBuilder> getMonitoringStatsOrBuilderList()
Output only. A list of historical Snapshot
Analysis
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];
| Type | Description |
| List<? extends com.google.cloud.aiplatform.v1beta1.FeatureStatsAnomalyOrBuilder> | |
Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/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];
| Type | Description |
| String | The name.
|
public ByteString getNameBytes()
Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/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];
public Parser<Feature> getParserForType()
Returns
Overrides
public int getSerializedSize()
Returns
Overrides
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
public Timestamp getUpdateTime()
Output only. Timestamp when this EntityType was most recently updated.
.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public TimestampOrBuilder getUpdateTimeOrBuilder()
Output only. Timestamp when this EntityType was most recently updated.
.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public Feature.ValueType getValueType()
Required. Immutable. Type of Feature value.
.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];
public int getValueTypeValue()
Required. Immutable. Type of Feature value.
.google.cloud.aiplatform.v1beta1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = REQUIRED, (.google.api.field_behavior) = IMMUTABLE];
| Type | Description |
| int | The enum numeric value on the wire for valueType.
|
public boolean hasCreateTime()
Output only. Timestamp when this EntityType was created.
.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the createTime field is set.
|
public boolean hasMonitoringConfig()
Optional. 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 [(.google.api.field_behavior) = OPTIONAL];
| Type | Description |
| boolean | Whether the monitoringConfig field is set.
|
public boolean hasUpdateTime()
Output only. Timestamp when this EntityType was most recently updated.
.google.protobuf.Timestamp update_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Type | Description |
| boolean | Whether the updateTime field is set.
|
Returns
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
protected MapField internalGetMapField(int number)
Parameter
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public Feature.Builder newBuilderForType()
Returns
protected Feature.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
public Feature.Builder toBuilder()
Returns
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions
