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public static final class FeatureGroup.BigQuery.Builder extends GeneratedMessageV3.Builder<FeatureGroup.BigQuery.Builder> implements FeatureGroup.BigQueryOrBuilderInput source type for BigQuery Tables and Views.
Protobuf type google.cloud.aiplatform.v1.FeatureGroup.BigQuery
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FeatureGroup.BigQuery.BuilderImplements
FeatureGroup.BigQueryOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addAllEntityIdColumns(Iterable<String> values)
public FeatureGroup.BigQuery.Builder addAllEntityIdColumns(Iterable<String> values) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
values |
Iterable<String>The entityIdColumns to add. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
addEntityIdColumns(String value)
public FeatureGroup.BigQuery.Builder addEntityIdColumns(String value) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe entityIdColumns to add. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
addEntityIdColumnsBytes(ByteString value)
public FeatureGroup.BigQuery.Builder addEntityIdColumnsBytes(ByteString value) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes of the entityIdColumns to add. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public FeatureGroup.BigQuery.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
build()
public FeatureGroup.BigQuery build()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery |
|
buildPartial()
public FeatureGroup.BigQuery buildPartial()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery |
|
clear()
public FeatureGroup.BigQuery.Builder clear()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
clearBigQuerySource()
public FeatureGroup.BigQuery.Builder clearBigQuerySource()Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
clearDense()
public FeatureGroup.BigQuery.Builder clearDense() Optional. If set, all feature values will be fetched
from a single row per unique entityId including nulls.
If not set, will collapse all rows for each unique entityId into a singe
row with any non-null values if present, if no non-null values are
present will sync null.
ex: If source has schema
(entity_id, feature_timestamp, f0, f1) and the following rows:
(e1, 2020-01-01T10:00:00.123Z, 10, 15)
(e1, 2020-02-01T10:00:00.123Z, 20, null)
If dense is set, (e1, 20, null) is synced to online stores. If dense is
not set, (e1, 20, 15) is synced to online stores.
bool dense = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
clearEntityIdColumns()
public FeatureGroup.BigQuery.Builder clearEntityIdColumns() Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public FeatureGroup.BigQuery.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
clearOneof(Descriptors.OneofDescriptor oneof)
public FeatureGroup.BigQuery.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
clearStaticDataSource()
public FeatureGroup.BigQuery.Builder clearStaticDataSource()Optional. Set if the data source is not a time-series.
bool static_data_source = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
clearTimeSeries()
public FeatureGroup.BigQuery.Builder clearTimeSeries() Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
clone()
public FeatureGroup.BigQuery.Builder clone()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
getBigQuerySource()
public BigQuerySource getBigQuerySource()Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
BigQuerySource |
The bigQuerySource. |
getBigQuerySourceBuilder()
public BigQuerySource.Builder getBigQuerySourceBuilder()Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
BigQuerySource.Builder |
|
getBigQuerySourceOrBuilder()
public BigQuerySourceOrBuilder getBigQuerySourceOrBuilder()Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
BigQuerySourceOrBuilder |
|
getDefaultInstanceForType()
public FeatureGroup.BigQuery getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery |
|
getDense()
public boolean getDense() Optional. If set, all feature values will be fetched
from a single row per unique entityId including nulls.
If not set, will collapse all rows for each unique entityId into a singe
row with any non-null values if present, if no non-null values are
present will sync null.
ex: If source has schema
(entity_id, feature_timestamp, f0, f1) and the following rows:
(e1, 2020-01-01T10:00:00.123Z, 10, 15)
(e1, 2020-02-01T10:00:00.123Z, 20, null)
If dense is set, (e1, 20, null) is synced to online stores. If dense is
not set, (e1, 20, 15) is synced to online stores.
bool dense = 5 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
boolean |
The dense. |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getEntityIdColumns(int index)
public String getEntityIdColumns(int index) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
index |
intThe index of the element to return. |
| Returns | |
|---|---|
| Type | Description |
String |
The entityIdColumns at the given index. |
getEntityIdColumnsBytes(int index)
public ByteString getEntityIdColumnsBytes(int index) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
index |
intThe index of the value to return. |
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes of the entityIdColumns at the given index. |
getEntityIdColumnsCount()
public int getEntityIdColumnsCount() Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
int |
The count of entityIdColumns. |
getEntityIdColumnsList()
public ProtocolStringList getEntityIdColumnsList() Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
ProtocolStringList |
A list containing the entityIdColumns. |
getStaticDataSource()
public boolean getStaticDataSource()Optional. Set if the data source is not a time-series.
bool static_data_source = 3 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
boolean |
The staticDataSource. |
getTimeSeries()
public FeatureGroup.BigQuery.TimeSeries getTimeSeries() Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.TimeSeries |
The timeSeries. |
getTimeSeriesBuilder()
public FeatureGroup.BigQuery.TimeSeries.Builder getTimeSeriesBuilder() Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.TimeSeries.Builder |
|
getTimeSeriesOrBuilder()
public FeatureGroup.BigQuery.TimeSeriesOrBuilder getTimeSeriesOrBuilder() Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.TimeSeriesOrBuilder |
|
hasBigQuerySource()
public boolean hasBigQuerySource()Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the bigQuerySource field is set. |
hasTimeSeries()
public boolean hasTimeSeries() Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the timeSeries field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeBigQuerySource(BigQuerySource value)
public FeatureGroup.BigQuery.Builder mergeBigQuerySource(BigQuerySource value)Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Parameter | |
|---|---|
| Name | Description |
value |
BigQuerySource |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
mergeFrom(FeatureGroup.BigQuery other)
public FeatureGroup.BigQuery.Builder mergeFrom(FeatureGroup.BigQuery other)| Parameter | |
|---|---|
| Name | Description |
other |
FeatureGroup.BigQuery |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public FeatureGroup.BigQuery.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public FeatureGroup.BigQuery.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
mergeTimeSeries(FeatureGroup.BigQuery.TimeSeries value)
public FeatureGroup.BigQuery.Builder mergeTimeSeries(FeatureGroup.BigQuery.TimeSeries value) Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
FeatureGroup.BigQuery.TimeSeries |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final FeatureGroup.BigQuery.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setBigQuerySource(BigQuerySource value)
public FeatureGroup.BigQuery.Builder setBigQuerySource(BigQuerySource value)Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Parameter | |
|---|---|
| Name | Description |
value |
BigQuerySource |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setBigQuerySource(BigQuerySource.Builder builderForValue)
public FeatureGroup.BigQuery.Builder setBigQuerySource(BigQuerySource.Builder builderForValue)Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
.google.cloud.aiplatform.v1.BigQuerySource big_query_source = 1 [(.google.api.field_behavior) = IMMUTABLE, (.google.api.field_behavior) = REQUIRED];
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
BigQuerySource.Builder |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setDense(boolean value)
public FeatureGroup.BigQuery.Builder setDense(boolean value) Optional. If set, all feature values will be fetched
from a single row per unique entityId including nulls.
If not set, will collapse all rows for each unique entityId into a singe
row with any non-null values if present, if no non-null values are
present will sync null.
ex: If source has schema
(entity_id, feature_timestamp, f0, f1) and the following rows:
(e1, 2020-01-01T10:00:00.123Z, 10, 15)
(e1, 2020-02-01T10:00:00.123Z, 20, null)
If dense is set, (e1, 20, null) is synced to online stores. If dense is
not set, (e1, 20, 15) is synced to online stores.
bool dense = 5 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
booleanThe dense to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
setEntityIdColumns(int index, String value)
public FeatureGroup.BigQuery.Builder setEntityIdColumns(int index, String value) Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
repeated string entity_id_columns = 2 [(.google.api.field_behavior) = OPTIONAL];
| Parameters | |
|---|---|
| Name | Description |
index |
intThe index to set the value at. |
value |
StringThe entityIdColumns to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public FeatureGroup.BigQuery.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public FeatureGroup.BigQuery.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setStaticDataSource(boolean value)
public FeatureGroup.BigQuery.Builder setStaticDataSource(boolean value)Optional. Set if the data source is not a time-series.
bool static_data_source = 3 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
booleanThe staticDataSource to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
This builder for chaining. |
setTimeSeries(FeatureGroup.BigQuery.TimeSeries value)
public FeatureGroup.BigQuery.Builder setTimeSeries(FeatureGroup.BigQuery.TimeSeries value) Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
value |
FeatureGroup.BigQuery.TimeSeries |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setTimeSeries(FeatureGroup.BigQuery.TimeSeries.Builder builderForValue)
public FeatureGroup.BigQuery.Builder setTimeSeries(FeatureGroup.BigQuery.TimeSeries.Builder builderForValue) Optional. If the source is a time-series source, this can be set to
control how downstream sources (ex:
FeatureView ) will treat
time-series sources. If not set, will treat the source as a time-series
source with feature_timestamp as timestamp column and no scan boundary.
.google.cloud.aiplatform.v1.FeatureGroup.BigQuery.TimeSeries time_series = 4 [(.google.api.field_behavior) = OPTIONAL];
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
FeatureGroup.BigQuery.TimeSeries.Builder |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|
setUnknownFields(UnknownFieldSet unknownFields)
public final FeatureGroup.BigQuery.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FeatureGroup.BigQuery.Builder |
|