public final class FeatureGroup extends com.google.protobuf.GeneratedMessageV3 implements FeatureGroupOrBuilder
Vertex AI Feature Group.Protobuf type
google.cloud.aiplatform.v1beta1.FeatureGroup| Modifier and Type | Class and Description |
|---|---|
static class |
FeatureGroup.BigQuery
Input source type for BigQuery Tables and Views.
|
static interface |
FeatureGroup.BigQueryOrBuilder |
static class |
FeatureGroup.Builder
Vertex AI Feature Group.
|
static class |
FeatureGroup.ServiceAgentType
Service agent type used during jobs under a FeatureGroup.
|
static class |
FeatureGroup.SourceCase |
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 |
BIG_QUERY_FIELD_NUMBER |
static int |
CREATE_TIME_FIELD_NUMBER |
static int |
DESCRIPTION_FIELD_NUMBER |
static int |
ETAG_FIELD_NUMBER |
static int |
LABELS_FIELD_NUMBER |
static int |
NAME_FIELD_NUMBER |
static int |
SERVICE_ACCOUNT_EMAIL_FIELD_NUMBER |
static int |
SERVICE_AGENT_TYPE_FIELD_NUMBER |
static int |
UPDATE_TIME_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
containsLabels(String key)
Optional.
|
boolean |
equals(Object obj) |
FeatureGroup.BigQuery |
getBigQuery()
Indicates that features for this group come from BigQuery Table/View.
|
FeatureGroup.BigQueryOrBuilder |
getBigQueryOrBuilder()
Indicates that features for this group come from BigQuery Table/View.
|
com.google.protobuf.Timestamp |
getCreateTime()
Output only.
|
com.google.protobuf.TimestampOrBuilder |
getCreateTimeOrBuilder()
Output only.
|
static FeatureGroup |
getDefaultInstance() |
FeatureGroup |
getDefaultInstanceForType() |
String |
getDescription()
Optional.
|
com.google.protobuf.ByteString |
getDescriptionBytes()
Optional.
|
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
String |
getEtag()
Optional.
|
com.google.protobuf.ByteString |
getEtagBytes()
Optional.
|
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.
|
String |
getName()
Identifier.
|
com.google.protobuf.ByteString |
getNameBytes()
Identifier.
|
com.google.protobuf.Parser<FeatureGroup> |
getParserForType() |
int |
getSerializedSize() |
String |
getServiceAccountEmail()
Output only.
|
com.google.protobuf.ByteString |
getServiceAccountEmailBytes()
Output only.
|
FeatureGroup.ServiceAgentType |
getServiceAgentType()
Optional.
|
int |
getServiceAgentTypeValue()
Optional.
|
FeatureGroup.SourceCase |
getSourceCase() |
com.google.protobuf.Timestamp |
getUpdateTime()
Output only.
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com.google.protobuf.TimestampOrBuilder |
getUpdateTimeOrBuilder()
Output only.
|
boolean |
hasBigQuery()
Indicates that features for this group come from BigQuery Table/View.
|
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 FeatureGroup.Builder |
newBuilder() |
static FeatureGroup.Builder |
newBuilder(FeatureGroup prototype) |
FeatureGroup.Builder |
newBuilderForType() |
protected FeatureGroup.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static FeatureGroup |
parseDelimitedFrom(InputStream input) |
static FeatureGroup |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static FeatureGroup |
parseFrom(byte[] data) |
static FeatureGroup |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static FeatureGroup |
parseFrom(ByteBuffer data) |
static FeatureGroup |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static FeatureGroup |
parseFrom(com.google.protobuf.ByteString data) |
static FeatureGroup |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static FeatureGroup |
parseFrom(com.google.protobuf.CodedInputStream input) |
static FeatureGroup |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static FeatureGroup |
parseFrom(InputStream input) |
static FeatureGroup |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<FeatureGroup> |
parser() |
FeatureGroup.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 BIG_QUERY_FIELD_NUMBER
public static final int NAME_FIELD_NUMBER
public static final int CREATE_TIME_FIELD_NUMBER
public static final int UPDATE_TIME_FIELD_NUMBER
public static final int ETAG_FIELD_NUMBER
public static final int LABELS_FIELD_NUMBER
public static final int DESCRIPTION_FIELD_NUMBER
public static final int SERVICE_AGENT_TYPE_FIELD_NUMBER
public static final int SERVICE_ACCOUNT_EMAIL_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 FeatureGroup.SourceCase getSourceCase()
getSourceCase in interface FeatureGroupOrBuilderpublic boolean hasBigQuery()
Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source. The BigQuery source table or view must have at least one entity ID column and a column named `feature_timestamp`.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;hasBigQuery in interface FeatureGroupOrBuilderpublic FeatureGroup.BigQuery getBigQuery()
Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source. The BigQuery source table or view must have at least one entity ID column and a column named `feature_timestamp`.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;getBigQuery in interface FeatureGroupOrBuilderpublic FeatureGroup.BigQueryOrBuilder getBigQueryOrBuilder()
Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source. The BigQuery source table or view must have at least one entity ID column and a column named `feature_timestamp`.
.google.cloud.aiplatform.v1beta1.FeatureGroup.BigQuery big_query = 7;getBigQueryOrBuilder in interface FeatureGroupOrBuilderpublic String getName()
Identifier. Name of the FeatureGroup. Format:
`projects/{project}/locations/{location}/featureGroups/{featureGroup}`
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];getName in interface FeatureGroupOrBuilderpublic com.google.protobuf.ByteString getNameBytes()
Identifier. Name of the FeatureGroup. Format:
`projects/{project}/locations/{location}/featureGroups/{featureGroup}`
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];getNameBytes in interface FeatureGroupOrBuilderpublic boolean hasCreateTime()
Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasCreateTime in interface FeatureGroupOrBuilderpublic com.google.protobuf.Timestamp getCreateTime()
Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTime in interface FeatureGroupOrBuilderpublic com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTimeOrBuilder in interface FeatureGroupOrBuilderpublic boolean hasUpdateTime()
Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasUpdateTime in interface FeatureGroupOrBuilderpublic com.google.protobuf.Timestamp getUpdateTime()
Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
getUpdateTime in interface FeatureGroupOrBuilderpublic com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()
Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
getUpdateTimeOrBuilder in interface FeatureGroupOrBuilderpublic String getEtag()
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 4 [(.google.api.field_behavior) = OPTIONAL];getEtag in interface FeatureGroupOrBuilderpublic com.google.protobuf.ByteString getEtagBytes()
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string etag = 4 [(.google.api.field_behavior) = OPTIONAL];getEtagBytes in interface FeatureGroupOrBuilderpublic int getLabelsCount()
FeatureGroupOrBuilderOptional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];getLabelsCount in interface FeatureGroupOrBuilderpublic boolean containsLabels(String key)
Optional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];containsLabels in interface FeatureGroupOrBuilder@Deprecated public Map<String,String> getLabels()
getLabelsMap() instead.getLabels in interface FeatureGroupOrBuilderpublic Map<String,String> getLabelsMap()
Optional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];getLabelsMap in interface FeatureGroupOrBuilderpublic String getLabelsOrDefault(String key, String defaultValue)
Optional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];getLabelsOrDefault in interface FeatureGroupOrBuilderpublic String getLabelsOrThrow(String key)
Optional. The labels with user-defined metadata to organize your FeatureGroup. 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 FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
map<string, string> labels = 5 [(.google.api.field_behavior) = OPTIONAL];getLabelsOrThrow in interface FeatureGroupOrBuilderpublic String getDescription()
Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];getDescription in interface FeatureGroupOrBuilderpublic com.google.protobuf.ByteString getDescriptionBytes()
Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];getDescriptionBytes in interface FeatureGroupOrBuilderpublic int getServiceAgentTypeValue()
Optional. Service agent type used during jobs under a FeatureGroup. By default, the Vertex AI Service Agent is used. When using an IAM Policy to isolate this FeatureGroup within a project, a separate service account should be provisioned by setting this field to `SERVICE_AGENT_TYPE_FEATURE_GROUP`. This will generate a separate service account to access the BigQuery source table.
.google.cloud.aiplatform.v1beta1.FeatureGroup.ServiceAgentType service_agent_type = 8 [(.google.api.field_behavior) = OPTIONAL];
getServiceAgentTypeValue in interface FeatureGroupOrBuilderpublic FeatureGroup.ServiceAgentType getServiceAgentType()
Optional. Service agent type used during jobs under a FeatureGroup. By default, the Vertex AI Service Agent is used. When using an IAM Policy to isolate this FeatureGroup within a project, a separate service account should be provisioned by setting this field to `SERVICE_AGENT_TYPE_FEATURE_GROUP`. This will generate a separate service account to access the BigQuery source table.
.google.cloud.aiplatform.v1beta1.FeatureGroup.ServiceAgentType service_agent_type = 8 [(.google.api.field_behavior) = OPTIONAL];
getServiceAgentType in interface FeatureGroupOrBuilderpublic String getServiceAccountEmail()
Output only. A Service Account unique to this FeatureGroup. The role bigquery.dataViewer should be granted to this service account to allow Vertex AI Feature Store to access source data while running jobs under this FeatureGroup.
string service_account_email = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];getServiceAccountEmail in interface FeatureGroupOrBuilderpublic com.google.protobuf.ByteString getServiceAccountEmailBytes()
Output only. A Service Account unique to this FeatureGroup. The role bigquery.dataViewer should be granted to this service account to allow Vertex AI Feature Store to access source data while running jobs under this FeatureGroup.
string service_account_email = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];getServiceAccountEmailBytes in interface FeatureGroupOrBuilderpublic 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 FeatureGroup parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static FeatureGroup parseFrom(InputStream input) throws IOException
IOExceptionpublic static FeatureGroup parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static FeatureGroup parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static FeatureGroup parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static FeatureGroup parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static FeatureGroup parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic FeatureGroup.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static FeatureGroup.Builder newBuilder()
public static FeatureGroup.Builder newBuilder(FeatureGroup prototype)
public FeatureGroup.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected FeatureGroup.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static FeatureGroup getDefaultInstance()
public static com.google.protobuf.Parser<FeatureGroup> parser()
public com.google.protobuf.Parser<FeatureGroup> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public FeatureGroup getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2025 Google LLC. All rights reserved.