📄 Source: GoogleCloudAiplatformV1BatchReadFeatureValuesRequest.php
<?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 GoogleCloudAiplatformV1BatchReadFeatureValuesRequest extends \Google\Collection
{
protected $collection_key = 'passThroughFields';
protected $bigqueryReadInstancesType = GoogleCloudAiplatformV1BigQuerySource::class;
protected $bigqueryReadInstancesDataType = '';
protected $csvReadInstancesType = GoogleCloudAiplatformV1CsvSource::class;
protected $csvReadInstancesDataType = '';
protected $destinationType = GoogleCloudAiplatformV1FeatureValueDestination::class;
protected $destinationDataType = '';
protected $entityTypeSpecsType = GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec::class;
protected $entityTypeSpecsDataType = 'array';
protected $passThroughFieldsType = GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField::class;
protected $passThroughFieldsDataType = 'array';
/**
* Optional. Excludes Feature values with feature generation timestamp before
* this timestamp. If not set, retrieve oldest values kept in Feature Store.
* Timestamp, if present, must not have higher than millisecond precision.
*
* @var string
*/
public $startTime;
/**
* Similar to csv_read_instances, but from BigQuery source.
*
* @param GoogleCloudAiplatformV1BigQuerySource $bigqueryReadInstances
*/
public function setBigqueryReadInstances(GoogleCloudAiplatformV1BigQuerySource $bigqueryReadInstances)
{
$this->bigqueryReadInstances = $bigqueryReadInstances;
}
/**
* @return GoogleCloudAiplatformV1BigQuerySource
*/
public function getBigqueryReadInstances()
{
return $this->bigqueryReadInstances;
}
/**
* Each read instance consists of exactly one read timestamp and one or more
* entity IDs identifying entities of the corresponding EntityTypes whose
* Features are requested. Each output instance contains Feature values of
* requested entities concatenated together as of the read time. An example
* read instance may be `foo_entity_id, bar_entity_id,
* 2020-01-01T10:00:00.123Z`. An example output instance may be
* `foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z,
* foo_entity_feature1_value, bar_entity_feature2_value`. Timestamp in each
* read instance must be millisecond-aligned. `csv_read_instances` are read
* instances stored in a plain-text CSV file. The header should be:
* [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp The columns can be in
* any order. Values in the timestamp column must use the RFC 3339 format,
* e.g. `2012-07-30T10:43:17.123Z`.
*
* @param GoogleCloudAiplatformV1CsvSource $csvReadInstances
*/
public function setCsvReadInstances(GoogleCloudAiplatformV1CsvSource $csvReadInstances)
{
$this->csvReadInstances = $csvReadInstances;
}
/**
* @return GoogleCloudAiplatformV1CsvSource
*/
public function getCsvReadInstances()
{
return $this->csvReadInstances;
}
/**
* Required. Specifies output location and format.
*
* @param GoogleCloudAiplatformV1FeatureValueDestination $destination
*/
public function setDestination(GoogleCloudAiplatformV1FeatureValueDestination $destination)
{
$this->destination = $destination;
}
/**
* @return GoogleCloudAiplatformV1FeatureValueDestination
*/
public function getDestination()
{
return $this->destination;
}
/**
* Required. Specifies EntityType grouping Features to read values of and
* settings.
*
* @param GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec[] $entityTypeSpecs
*/
public function setEntityTypeSpecs($entityTypeSpecs)
{
$this->entityTypeSpecs = $entityTypeSpecs;
}
/**
* @return GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec[]
*/
public function getEntityTypeSpecs()
{
return $this->entityTypeSpecs;
}
/**
* When not empty, the specified fields in the *_read_instances source will be
* joined as-is in the output, in addition to those fields from the
* Featurestore Entity. For BigQuery source, the type of the pass-through
* values will be automatically inferred. For CSV source, the pass-through
* values will be passed as opaque bytes.
*
* @param GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField[] $passThroughFields
*/
public function setPassThroughFields($passThroughFields)
{
$this->passThroughFields = $passThroughFields;
}
/**
* @return GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField[]
*/
public function getPassThroughFields()
{
return $this->passThroughFields;
}
/**
* Optional. Excludes Feature values with feature generation timestamp before
* this timestamp. If not set, retrieve oldest values kept in Feature Store.
* Timestamp, if present, must not have higher than millisecond precision.
*
* @param string $startTime
*/
public function setStartTime($startTime)
{
$this->startTime = $startTime;
}
/**
* @return string
*/
public function getStartTime()
{
return $this->startTime;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1BatchReadFeatureValuesRequest::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1BatchReadFeatureValuesRequest');
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