google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
*/
class FeatureHistoricStatsAnomalies extends \Google\Protobuf\Internal\Message
{
/**
* Display Name of the Feature.
*
* Generated from protobuf field string feature_display_name = 1;
*/
private $feature_display_name = '';
/**
* Threshold for anomaly detection.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
*/
private $threshold = null;
/**
* Stats calculated for the Training Dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
*/
private $training_stats = null;
/**
* A list of historical stats generated by different time window's
* Prediction Dataset.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
*/
private $prediction_stats;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type string $feature_display_name
* Display Name of the Feature.
* @type \Google\Cloud\AIPlatform\V1\ThresholdConfig $threshold
* Threshold for anomaly detection.
* @type \Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly $training_stats
* Stats calculated for the Training Dataset.
* @type array<\Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>|\Google\Protobuf\Internal\RepeatedField $prediction_stats
* A list of historical stats generated by different time window's
* Prediction Dataset.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\ModelDeploymentMonitoringJob::initOnce();
parent::__construct($data);
}
/**
* Display Name of the Feature.
*
* Generated from protobuf field string feature_display_name = 1;
* @return string
*/
public function getFeatureDisplayName()
{
return $this->feature_display_name;
}
/**
* Display Name of the Feature.
*
* Generated from protobuf field string feature_display_name = 1;
* @param string $var
* @return $this
*/
public function setFeatureDisplayName($var)
{
GPBUtil::checkString($var, True);
$this->feature_display_name = $var;
return $this;
}
/**
* Threshold for anomaly detection.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
* @return \Google\Cloud\AIPlatform\V1\ThresholdConfig|null
*/
public function getThreshold()
{
return $this->threshold;
}
public function hasThreshold()
{
return isset($this->threshold);
}
public function clearThreshold()
{
unset($this->threshold);
}
/**
* Threshold for anomaly detection.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.ThresholdConfig threshold = 3;
* @param \Google\Cloud\AIPlatform\V1\ThresholdConfig $var
* @return $this
*/
public function setThreshold($var)
{
GPBUtil::checkMessage($var, \Google\Cloud\AIPlatform\V1\ThresholdConfig::class);
$this->threshold = $var;
return $this;
}
/**
* Stats calculated for the Training Dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
* @return \Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly|null
*/
public function getTrainingStats()
{
return $this->training_stats;
}
public function hasTrainingStats()
{
return isset($this->training_stats);
}
public function clearTrainingStats()
{
unset($this->training_stats);
}
/**
* Stats calculated for the Training Dataset.
*
* Generated from protobuf field .google.cloud.aiplatform.v1.FeatureStatsAnomaly training_stats = 4;
* @param \Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly $var
* @return $this
*/
public function setTrainingStats($var)
{
GPBUtil::checkMessage($var, \Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly::class);
$this->training_stats = $var;
return $this;
}
/**
* A list of historical stats generated by different time window's
* Prediction Dataset.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
* @return \Google\Protobuf\Internal\RepeatedField
*/
public function getPredictionStats()
{
return $this->prediction_stats;
}
/**
* A list of historical stats generated by different time window's
* Prediction Dataset.
*
* Generated from protobuf field repeated .google.cloud.aiplatform.v1.FeatureStatsAnomaly prediction_stats = 5;
* @param array<\Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>|\Google\Protobuf\Internal\RepeatedField $var
* @return $this
*/
public function setPredictionStats($var)
{
$arr = GPBUtil::checkRepeatedField($var, \Google\Protobuf\Internal\GPBType::MESSAGE, \Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly::class);
$this->prediction_stats = $arr;
return $this;
}
}