google.cloud.aiplatform.v1.ExamplesOverride
*/
class ExamplesOverride extends \Google\Protobuf\Internal\Message
{
/**
* The number of neighbors to return.
*
* Generated from protobuf field int32 neighbor_count = 1;
*/
private $neighbor_count = 0;
/**
* The number of neighbors to return that have the same crowding tag.
*
* Generated from protobuf field int32 crowding_count = 2;
*/
private $crowding_count = 0;
/**
* Restrict the resulting nearest neighbors to respect these constraints.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ExamplesRestrictionsNamespace restrictions = 3;
*/
private $restrictions;
/**
* If true, return the embeddings instead of neighbors.
*
* Generated from protobuf field bool return_embeddings = 4;
*/
private $return_embeddings = false;
/**
* The format of the data being provided with each call.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ExamplesOverride.DataFormat data_format = 5;
*/
private $data_format = 0;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type int $neighbor_count
* The number of neighbors to return.
* @type int $crowding_count
* The number of neighbors to return that have the same crowding tag.
* @type array<\Google\Cloud\AIPlatform\V1\ExamplesRestrictionsNamespace>|\Google\Protobuf\Internal\RepeatedField $restrictions
* Restrict the resulting nearest neighbors to respect these constraints.
* @type bool $return_embeddings
* If true, return the embeddings instead of neighbors.
* @type int $data_format
* The format of the data being provided with each call.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\Explanation::initOnce();
parent::__construct($data);
}
/**
* The number of neighbors to return.
*
* Generated from protobuf field int32 neighbor_count = 1;
* @return int
*/
public function getNeighborCount()
{
return $this->neighbor_count;
}
/**
* The number of neighbors to return.
*
* Generated from protobuf field int32 neighbor_count = 1;
* @param int $var
* @return $this
*/
public function setNeighborCount($var)
{
GPBUtil::checkInt32($var);
$this->neighbor_count = $var;
return $this;
}
/**
* The number of neighbors to return that have the same crowding tag.
*
* Generated from protobuf field int32 crowding_count = 2;
* @return int
*/
public function getCrowdingCount()
{
return $this->crowding_count;
}
/**
* The number of neighbors to return that have the same crowding tag.
*
* Generated from protobuf field int32 crowding_count = 2;
* @param int $var
* @return $this
*/
public function setCrowdingCount($var)
{
GPBUtil::checkInt32($var);
$this->crowding_count = $var;
return $this;
}
/**
* Restrict the resulting nearest neighbors to respect these constraints.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ExamplesRestrictionsNamespace restrictions = 3;
* @return \Google\Protobuf\Internal\RepeatedField
*/
public function getRestrictions()
{
return $this->restrictions;
}
/**
* Restrict the resulting nearest neighbors to respect these constraints.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ExamplesRestrictionsNamespace restrictions = 3;
* @param array<\Google\Cloud\AIPlatform\V1\ExamplesRestrictionsNamespace>|\Google\Protobuf\Internal\RepeatedField $var
* @return $this
*/
public function setRestrictions($var)
{
$arr = GPBUtil::checkRepeatedField($var, \Google\Protobuf\Internal\GPBType::MESSAGE, \Google\Cloud\AIPlatform\V1\ExamplesRestrictionsNamespace::class);
$this->restrictions = $arr;
return $this;
}
/**
* If true, return the embeddings instead of neighbors.
*
* Generated from protobuf field bool return_embeddings = 4;
* @return bool
*/
public function getReturnEmbeddings()
{
return $this->return_embeddings;
}
/**
* If true, return the embeddings instead of neighbors.
*
* Generated from protobuf field bool return_embeddings = 4;
* @param bool $var
* @return $this
*/
public function setReturnEmbeddings($var)
{
GPBUtil::checkBool($var);
$this->return_embeddings = $var;
return $this;
}
/**
* The format of the data being provided with each call.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ExamplesOverride.DataFormat data_format = 5;
* @return int
*/
public function getDataFormat()
{
return $this->data_format;
}
/**
* The format of the data being provided with each call.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ExamplesOverride.DataFormat data_format = 5;
* @param int $var
* @return $this
*/
public function setDataFormat($var)
{
GPBUtil::checkEnum($var, \Google\Cloud\AIPlatform\V1\ExamplesOverride\DataFormat::class);
$this->data_format = $var;
return $this;
}
}