Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class BigQuery.
Input source type for BigQuery Tables and Views.
Generated from protobuf message google.cloud.aiplatform.v1.FeatureGroup.BigQuery
Namespace
Google \ Cloud \ AIPlatform \ V1 \ FeatureGroupMethods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ big_query_source |
Google\Cloud\AIPlatform\V1\BigQuerySource
Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View. |
↳ entity_id_columns |
array
Optional. Columns to construct entity_id / row keys. If not provided defaults to |
↳ static_data_source |
bool
Optional. Set if the data source is not a time-series. |
↳ time_series |
Google\Cloud\AIPlatform\V1\FeatureGroup\BigQuery\TimeSeries
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 |
↳ dense |
bool
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 |
getBigQuerySource
Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\BigQuerySource|null |
|
hasBigQuerySource
clearBigQuerySource
setBigQuerySource
Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\BigQuerySource
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getEntityIdColumns
Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField |
|
setEntityIdColumns
Optional. Columns to construct entity_id / row keys.
If not provided defaults to entity_id.
| Parameter | |
|---|---|
| Name | Description |
var |
string[]
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getStaticDataSource
Optional. Set if the data source is not a time-series.
| Returns | |
|---|---|
| Type | Description |
bool |
|
setStaticDataSource
Optional. Set if the data source is not a time-series.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
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.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeatureGroup\BigQuery\TimeSeries|null |
|
hasTimeSeries
clearTimeSeries
setTimeSeries
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.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeatureGroup\BigQuery\TimeSeries
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
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.
| Returns | |
|---|---|
| Type | Description |
bool |
|
setDense
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.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this |
|