public final class Feature extends com.google.protobuf.GeneratedMessageV3 implements FeatureOrBuilder
Feature Metadata information. For example, color is a feature that describes an apple.Protobuf type
google.cloud.aiplatform.v1.Feature| Modifier and Type | Class and Description |
|---|---|
static class |
Feature.Builder
Feature Metadata information.
|
static class |
Feature.MonitoringStatsAnomaly
A list of historical
[SnapshotAnalysis][google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis]
or
[ImportFeaturesAnalysis][google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis]
stats requested by user, sorted by
[FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1.FeatureStatsAnomaly.start_time]
descending.
|
static interface |
Feature.MonitoringStatsAnomalyOrBuilder |
static class |
Feature.ValueType
Only applicable for Vertex AI Legacy Feature Store.
|
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
CREATE_TIME_FIELD_NUMBER |
static int |
DESCRIPTION_FIELD_NUMBER |
static int |
DISABLE_MONITORING_FIELD_NUMBER |
static int |
ETAG_FIELD_NUMBER |
static int |
LABELS_FIELD_NUMBER |
static int |
MONITORING_STATS_ANOMALIES_FIELD_NUMBER |
static int |
NAME_FIELD_NUMBER |
static int |
UPDATE_TIME_FIELD_NUMBER |
static int |
VALUE_TYPE_FIELD_NUMBER |
static int |
VERSION_COLUMN_NAME_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
containsLabels(String key)
Optional.
|
boolean |
equals(Object obj) |
com.google.protobuf.Timestamp |
getCreateTime()
Output only.
|
com.google.protobuf.TimestampOrBuilder |
getCreateTimeOrBuilder()
Output only.
|
static Feature |
getDefaultInstance() |
Feature |
getDefaultInstanceForType() |
String |
getDescription()
Description of the Feature.
|
com.google.protobuf.ByteString |
getDescriptionBytes()
Description of the Feature.
|
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
boolean |
getDisableMonitoring()
Optional.
|
String |
getEtag()
Used to perform a consistent read-modify-write updates.
|
com.google.protobuf.ByteString |
getEtagBytes()
Used to perform a consistent read-modify-write updates.
|
Map<String,String> |
getLabels()
Deprecated.
|
int |
getLabelsCount()
Optional.
|
Map<String,String> |
getLabelsMap()
Optional.
|
String |
getLabelsOrDefault(String key,
String defaultValue)
Optional.
|
String |
getLabelsOrThrow(String key)
Optional.
|
Feature.MonitoringStatsAnomaly |
getMonitoringStatsAnomalies(int index)
Output only.
|
int |
getMonitoringStatsAnomaliesCount()
Output only.
|
List<Feature.MonitoringStatsAnomaly> |
getMonitoringStatsAnomaliesList()
Output only.
|
Feature.MonitoringStatsAnomalyOrBuilder |
getMonitoringStatsAnomaliesOrBuilder(int index)
Output only.
|
List<? extends Feature.MonitoringStatsAnomalyOrBuilder> |
getMonitoringStatsAnomaliesOrBuilderList()
Output only.
|
String |
getName()
Immutable.
|
com.google.protobuf.ByteString |
getNameBytes()
Immutable.
|
com.google.protobuf.Parser<Feature> |
getParserForType() |
int |
getSerializedSize() |
com.google.protobuf.Timestamp |
getUpdateTime()
Output only.
|
com.google.protobuf.TimestampOrBuilder |
getUpdateTimeOrBuilder()
Output only.
|
Feature.ValueType |
getValueType()
Immutable.
|
int |
getValueTypeValue()
Immutable.
|
String |
getVersionColumnName()
Only applicable for Vertex AI Feature Store.
|
com.google.protobuf.ByteString |
getVersionColumnNameBytes()
Only applicable for Vertex AI Feature Store.
|
boolean |
hasCreateTime()
Output only.
|
int |
hashCode() |
boolean |
hasUpdateTime()
Output only.
|
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
protected com.google.protobuf.MapFieldReflectionAccessor |
internalGetMapFieldReflection(int number) |
boolean |
isInitialized() |
static Feature.Builder |
newBuilder() |
static Feature.Builder |
newBuilder(Feature prototype) |
Feature.Builder |
newBuilderForType() |
protected Feature.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static Feature |
parseDelimitedFrom(InputStream input) |
static Feature |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Feature |
parseFrom(byte[] data) |
static Feature |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Feature |
parseFrom(ByteBuffer data) |
static Feature |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Feature |
parseFrom(com.google.protobuf.ByteString data) |
static Feature |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Feature |
parseFrom(com.google.protobuf.CodedInputStream input) |
static Feature |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static Feature |
parseFrom(InputStream input) |
static Feature |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<Feature> |
parser() |
Feature.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int NAME_FIELD_NUMBER
public static final int DESCRIPTION_FIELD_NUMBER
public static final int VALUE_TYPE_FIELD_NUMBER
public static final int CREATE_TIME_FIELD_NUMBER
public static final int UPDATE_TIME_FIELD_NUMBER
public static final int LABELS_FIELD_NUMBER
public static final int ETAG_FIELD_NUMBER
public static final int DISABLE_MONITORING_FIELD_NUMBER
public static final int MONITORING_STATS_ANOMALIES_FIELD_NUMBER
public static final int VERSION_COLUMN_NAME_FIELD_NUMBER
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public 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];getName in interface FeatureOrBuilderpublic com.google.protobuf.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];getNameBytes in interface FeatureOrBuilderpublic String getDescription()
Description of the Feature.
string description = 2;getDescription in interface FeatureOrBuilderpublic com.google.protobuf.ByteString getDescriptionBytes()
Description of the Feature.
string description = 2;getDescriptionBytes in interface FeatureOrBuilderpublic int getValueTypeValue()
Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
.google.cloud.aiplatform.v1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];
getValueTypeValue in interface FeatureOrBuilderpublic Feature.ValueType getValueType()
Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
.google.cloud.aiplatform.v1.Feature.ValueType value_type = 3 [(.google.api.field_behavior) = IMMUTABLE];
getValueType in interface FeatureOrBuilderpublic 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];
hasCreateTime in interface FeatureOrBuilderpublic com.google.protobuf.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];
getCreateTime in interface FeatureOrBuilderpublic com.google.protobuf.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];
getCreateTimeOrBuilder in interface FeatureOrBuilderpublic 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];
hasUpdateTime in interface FeatureOrBuilderpublic com.google.protobuf.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];
getUpdateTime in interface FeatureOrBuilderpublic com.google.protobuf.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];
getUpdateTimeOrBuilder in interface FeatureOrBuilderpublic int getLabelsCount()
FeatureOrBuilderOptional. 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];getLabelsCount in interface FeatureOrBuilderpublic 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];containsLabels in interface FeatureOrBuilder@Deprecated public Map<String,String> getLabels()
getLabelsMap() instead.getLabels in interface FeatureOrBuilderpublic 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];getLabelsMap in interface FeatureOrBuilderpublic 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];getLabelsOrDefault in interface FeatureOrBuilderpublic 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];getLabelsOrThrow in interface FeatureOrBuilderpublic String getEtag()
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 7;getEtag in interface FeatureOrBuilderpublic com.google.protobuf.ByteString getEtagBytes()
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 7;getEtagBytes in interface FeatureOrBuilderpublic 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][google.cloud.aiplatform.v1.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];getDisableMonitoring in interface FeatureOrBuilderpublic 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.v1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
getMonitoringStatsAnomaliesList in interface FeatureOrBuilderpublic 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.v1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
getMonitoringStatsAnomaliesOrBuilderList in interface FeatureOrBuilderpublic 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.v1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
getMonitoringStatsAnomaliesCount in interface FeatureOrBuilderpublic 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.v1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
getMonitoringStatsAnomalies in interface FeatureOrBuilderpublic 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.v1.Feature.MonitoringStatsAnomaly monitoring_stats_anomalies = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
getMonitoringStatsAnomaliesOrBuilder in interface FeatureOrBuilderpublic 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;getVersionColumnName in interface FeatureOrBuilderpublic com.google.protobuf.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;getVersionColumnNameBytes in interface FeatureOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static Feature parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static Feature parseFrom(InputStream input) throws IOException
IOExceptionpublic static Feature parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static Feature parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static Feature parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static Feature parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static Feature parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic Feature.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static Feature.Builder newBuilder()
public static Feature.Builder newBuilder(Feature prototype)
public Feature.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected Feature.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static Feature getDefaultInstance()
public static com.google.protobuf.Parser<Feature> parser()
public com.google.protobuf.Parser<Feature> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public Feature getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2024 Google LLC. All rights reserved.