google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies
*/
class ModelMonitoringStatsAnomalies extends \Google\Protobuf\Internal\Message
{
/**
* Model Monitoring Objective those stats and anomalies belonging to.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
*/
private $objective = 0;
/**
* Deployed Model ID.
*
* Generated from protobuf field string deployed_model_id = 2;
*/
private $deployed_model_id = '';
/**
* Number of anomalies within all stats.
*
* Generated from protobuf field int32 anomaly_count = 3;
*/
private $anomaly_count = 0;
/**
* A list of historical Stats and Anomalies generated for all Features.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
*/
private $feature_stats;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type int $objective
* Model Monitoring Objective those stats and anomalies belonging to.
* @type string $deployed_model_id
* Deployed Model ID.
* @type int $anomaly_count
* Number of anomalies within all stats.
* @type array<\Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>|\Google\Protobuf\Internal\RepeatedField $feature_stats
* A list of historical Stats and Anomalies generated for all Features.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\ModelDeploymentMonitoringJob::initOnce();
parent::__construct($data);
}
/**
* Model Monitoring Objective those stats and anomalies belonging to.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
* @return int
*/
public function getObjective()
{
return $this->objective;
}
/**
* Model Monitoring Objective those stats and anomalies belonging to.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType objective = 1;
* @param int $var
* @return $this
*/
public function setObjective($var)
{
GPBUtil::checkEnum($var, \Google\Cloud\AIPlatform\V1\ModelDeploymentMonitoringObjectiveType::class);
$this->objective = $var;
return $this;
}
/**
* Deployed Model ID.
*
* Generated from protobuf field string deployed_model_id = 2;
* @return string
*/
public function getDeployedModelId()
{
return $this->deployed_model_id;
}
/**
* Deployed Model ID.
*
* Generated from protobuf field string deployed_model_id = 2;
* @param string $var
* @return $this
*/
public function setDeployedModelId($var)
{
GPBUtil::checkString($var, True);
$this->deployed_model_id = $var;
return $this;
}
/**
* Number of anomalies within all stats.
*
* Generated from protobuf field int32 anomaly_count = 3;
* @return int
*/
public function getAnomalyCount()
{
return $this->anomaly_count;
}
/**
* Number of anomalies within all stats.
*
* Generated from protobuf field int32 anomaly_count = 3;
* @param int $var
* @return $this
*/
public function setAnomalyCount($var)
{
GPBUtil::checkInt32($var);
$this->anomaly_count = $var;
return $this;
}
/**
* A list of historical Stats and Anomalies generated for all Features.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
* @return \Google\Protobuf\Internal\RepeatedField
*/
public function getFeatureStats()
{
return $this->feature_stats;
}
/**
* A list of historical Stats and Anomalies generated for all Features.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies feature_stats = 4;
* @param array<\Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies>|\Google\Protobuf\Internal\RepeatedField $var
* @return $this
*/
public function setFeatureStats($var)
{
$arr = GPBUtil::checkRepeatedField($var, \Google\Protobuf\Internal\GPBType::MESSAGE, \Google\Cloud\AIPlatform\V1\ModelMonitoringStatsAnomalies\FeatureHistoricStatsAnomalies::class);
$this->feature_stats = $arr;
return $this;
}
}