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public static final class FeatureGroup.Builder extends GeneratedMessageV3.Builder<FeatureGroup.Builder> implements FeatureGroupOrBuilderVertex AI Feature Group.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureGroup
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FeatureGroup.BuilderImplements
FeatureGroupOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public FeatureGroup.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
build()
public FeatureGroup build()| Returns | |
|---|---|
| Type | Description |
FeatureGroup |
|
buildPartial()
public FeatureGroup buildPartial()| Returns | |
|---|---|
| Type | Description |
FeatureGroup |
|
clear()
public FeatureGroup.Builder clear()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearBigQuery()
public FeatureGroup.Builder clearBigQuery() 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;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearCreateTime()
public FeatureGroup.Builder clearCreateTime()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearDescription()
public FeatureGroup.Builder clearDescription()Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
clearEtag()
public FeatureGroup.Builder clearEtag()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];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public FeatureGroup.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearLabels()
public FeatureGroup.Builder clearLabels()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearName()
public FeatureGroup.Builder clearName() Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public FeatureGroup.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearServiceAccountEmail()
public FeatureGroup.Builder clearServiceAccountEmail()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];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
clearServiceAgentType()
public FeatureGroup.Builder clearServiceAgentType() 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];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
clearSource()
public FeatureGroup.Builder clearSource()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clearUpdateTime()
public FeatureGroup.Builder clearUpdateTime()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
clone()
public FeatureGroup.Builder clone()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
containsLabels(String key)
public 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];
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getBigQuery()
public 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;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery |
The bigQuery. |
getBigQueryBuilder()
public FeatureGroup.BigQuery.Builder getBigQueryBuilder() 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;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
getBigQueryOrBuilder()
public 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;
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQueryOrBuilder |
|
getCreateTime()
public Timestamp getCreateTime()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The createTime. |
getCreateTimeBuilder()
public Timestamp.Builder getCreateTimeBuilder()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Builder |
|
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getDefaultInstanceForType()
public FeatureGroup getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
FeatureGroup |
|
getDescription()
public String getDescription()Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
String |
The description. |
getDescriptionBytes()
public ByteString getDescriptionBytes()Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for description. |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getEtag()
public 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];
| Returns | |
|---|---|
| Type | Description |
String |
The etag. |
getEtagBytes()
public 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];
| 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 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];
| Returns | |
|---|---|
| Type | Description |
int |
|
getLabelsMap()
public 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];
| 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 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];
| 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 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];
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
String |
|
getMutableLabels() (deprecated)
public Map<String,String> getMutableLabels()Use alternate mutation accessors instead.
| Returns | |
|---|---|
| Type | Description |
Map<String,String> |
|
getName()
public String getName() Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns | |
|---|---|
| Type | Description |
String |
The name. |
getNameBytes()
public ByteString getNameBytes() Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for name. |
getServiceAccountEmail()
public 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];
| Returns | |
|---|---|
| Type | Description |
String |
The serviceAccountEmail. |
getServiceAccountEmailBytes()
public 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];
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for serviceAccountEmail. |
getServiceAgentType()
public 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];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.ServiceAgentType |
The serviceAgentType. |
getServiceAgentTypeValue()
public 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];
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for serviceAgentType. |
getSourceCase()
public FeatureGroup.SourceCase getSourceCase()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.SourceCase |
|
getUpdateTime()
public Timestamp getUpdateTime()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The updateTime. |
getUpdateTimeBuilder()
public Timestamp.Builder getUpdateTimeBuilder()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
Builder |
|
getUpdateTimeOrBuilder()
public TimestampOrBuilder getUpdateTimeOrBuilder()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
hasBigQuery()
public 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;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the bigQuery field is set. |
hasCreateTime()
public boolean hasCreateTime()Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the createTime field is set. |
hasUpdateTime()
public boolean hasUpdateTime()Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.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 |
|
mergeBigQuery(FeatureGroup.BigQuery value)
public FeatureGroup.Builder mergeBigQuery(FeatureGroup.BigQuery value) 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;
| Parameter | |
|---|---|
| Name | Description |
value |
FeatureGroup.BigQuery |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
mergeCreateTime(Timestamp value)
public FeatureGroup.Builder mergeCreateTime(Timestamp value)Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
mergeFrom(FeatureGroup other)
public FeatureGroup.Builder mergeFrom(FeatureGroup other)| Parameter | |
|---|---|
| Name | Description |
other |
FeatureGroup |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public FeatureGroup.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public FeatureGroup.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final FeatureGroup.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
mergeUpdateTime(Timestamp value)
public FeatureGroup.Builder mergeUpdateTime(Timestamp value)Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
putAllLabels(Map<String,String> values)
public FeatureGroup.Builder putAllLabels(Map<String,String> values)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];
| Parameter | |
|---|---|
| Name | Description |
values |
Map<String,String> |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
putLabels(String key, String value)
public FeatureGroup.Builder putLabels(String key, String value)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];
| Parameters | |
|---|---|
| Name | Description |
key |
String |
value |
String |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
removeLabels(String key)
public FeatureGroup.Builder removeLabels(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];
| Parameter | |
|---|---|
| Name | Description |
key |
String |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setBigQuery(FeatureGroup.BigQuery value)
public FeatureGroup.Builder setBigQuery(FeatureGroup.BigQuery value) 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;
| Parameter | |
|---|---|
| Name | Description |
value |
FeatureGroup.BigQuery |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setBigQuery(FeatureGroup.BigQuery.Builder builderForValue)
public FeatureGroup.Builder setBigQuery(FeatureGroup.BigQuery.Builder builderForValue) 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;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
FeatureGroup.BigQuery.Builder |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setCreateTime(Timestamp value)
public FeatureGroup.Builder setCreateTime(Timestamp value)Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setCreateTime(Timestamp.Builder builderForValue)
public FeatureGroup.Builder setCreateTime(Timestamp.Builder builderForValue)Output only. Timestamp when this FeatureGroup was created.
.google.protobuf.Timestamp create_time = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
Builder |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setDescription(String value)
public FeatureGroup.Builder setDescription(String value)Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe description to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setDescriptionBytes(ByteString value)
public FeatureGroup.Builder setDescriptionBytes(ByteString value)Optional. Description of the FeatureGroup.
string description = 6 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for description to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setEtag(String value)
public FeatureGroup.Builder setEtag(String value)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];
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe etag to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setEtagBytes(ByteString value)
public FeatureGroup.Builder setEtagBytes(ByteString value)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];
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for etag to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public FeatureGroup.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setName(String value)
public FeatureGroup.Builder setName(String value) Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe name to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setNameBytes(ByteString value)
public FeatureGroup.Builder setNameBytes(ByteString value) Identifier. Name of the FeatureGroup. Format:
projects/{project}/locations/{location}/featureGroups/{featureGroup}
string name = 1 [(.google.api.field_behavior) = IDENTIFIER];
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for name to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public FeatureGroup.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setServiceAccountEmail(String value)
public FeatureGroup.Builder setServiceAccountEmail(String value)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];
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe serviceAccountEmail to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setServiceAccountEmailBytes(ByteString value)
public FeatureGroup.Builder setServiceAccountEmailBytes(ByteString value)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];
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for serviceAccountEmail to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setServiceAgentType(FeatureGroup.ServiceAgentType value)
public FeatureGroup.Builder setServiceAgentType(FeatureGroup.ServiceAgentType value) 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];
| Parameter | |
|---|---|
| Name | Description |
value |
FeatureGroup.ServiceAgentTypeThe serviceAgentType to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setServiceAgentTypeValue(int value)
public FeatureGroup.Builder setServiceAgentTypeValue(int value) 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];
| Parameter | |
|---|---|
| Name | Description |
value |
intThe enum numeric value on the wire for serviceAgentType to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final FeatureGroup.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setUpdateTime(Timestamp value)
public FeatureGroup.Builder setUpdateTime(Timestamp value)Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
value |
Timestamp |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|
setUpdateTime(Timestamp.Builder builderForValue)
public FeatureGroup.Builder setUpdateTime(Timestamp.Builder builderForValue)Output only. Timestamp when this FeatureGroup was last updated.
.google.protobuf.Timestamp update_time = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
Builder |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.Builder |
|