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File "GoogleCloudAiplatformV1FeatureGroupBigQuery.php"
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<?php
/*
* Copyright 2014 Google Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
namespace Google\Service\Aiplatform;
class GoogleCloudAiplatformV1FeatureGroupBigQuery extends \Google\Collection
{
protected $collection_key = 'entityIdColumns';
protected $bigQuerySourceType = GoogleCloudAiplatformV1BigQuerySource::class;
protected $bigQuerySourceDataType = '';
/**
* 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.
*
* @var bool
*/
public $dense;
/**
* Optional. Columns to construct entity_id / row keys. If not provided
* defaults to `entity_id`.
*
* @var string[]
*/
public $entityIdColumns;
/**
* Optional. Set if the data source is not a time-series.
*
* @var bool
*/
public $staticDataSource;
protected $timeSeriesType = GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries::class;
protected $timeSeriesDataType = '';
/**
* Required. Immutable. The BigQuery source URI that points to either a
* BigQuery Table or View.
*
* @param GoogleCloudAiplatformV1BigQuerySource $bigQuerySource
*/
public function setBigQuerySource(GoogleCloudAiplatformV1BigQuerySource $bigQuerySource)
{
$this->bigQuerySource = $bigQuerySource;
}
/**
* @return GoogleCloudAiplatformV1BigQuerySource
*/
public function getBigQuerySource()
{
return $this->bigQuerySource;
}
/**
* 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.
*
* @param bool $dense
*/
public function setDense($dense)
{
$this->dense = $dense;
}
/**
* @return bool
*/
public function getDense()
{
return $this->dense;
}
/**
* Optional. Columns to construct entity_id / row keys. If not provided
* defaults to `entity_id`.
*
* @param string[] $entityIdColumns
*/
public function setEntityIdColumns($entityIdColumns)
{
$this->entityIdColumns = $entityIdColumns;
}
/**
* @return string[]
*/
public function getEntityIdColumns()
{
return $this->entityIdColumns;
}
/**
* Optional. Set if the data source is not a time-series.
*
* @param bool $staticDataSource
*/
public function setStaticDataSource($staticDataSource)
{
$this->staticDataSource = $staticDataSource;
}
/**
* @return bool
*/
public function getStaticDataSource()
{
return $this->staticDataSource;
}
/**
* 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.
*
* @param GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries $timeSeries
*/
public function setTimeSeries(GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries $timeSeries)
{
$this->timeSeries = $timeSeries;
}
/**
* @return GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries
*/
public function getTimeSeries()
{
return $this->timeSeries;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1FeatureGroupBigQuery::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1FeatureGroupBigQuery');