google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig
*/
class ThresholdConfig extends \Google\Protobuf\Internal\Message
{
protected $threshold;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type float $value
* Specify a threshold value that can trigger the alert.
* 1. For categorical feature, the distribution distance is calculated by
* L-inifinity norm.
* 2. For numerical feature, the distribution distance is calculated by
* Jensen–Shannon divergence. Each feature must have a non-zero threshold
* if they need to be monitored. Otherwise no alert will be triggered for
* that feature.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\FeaturestoreMonitoring::initOnce();
parent::__construct($data);
}
/**
* Specify a threshold value that can trigger the alert.
* 1. For categorical feature, the distribution distance is calculated by
* L-inifinity norm.
* 2. For numerical feature, the distribution distance is calculated by
* Jensen–Shannon divergence. Each feature must have a non-zero threshold
* if they need to be monitored. Otherwise no alert will be triggered for
* that feature.
*
* Generated from protobuf field double value = 1;
* @return float
*/
public function getValue()
{
return $this->readOneof(1);
}
public function hasValue()
{
return $this->hasOneof(1);
}
/**
* Specify a threshold value that can trigger the alert.
* 1. For categorical feature, the distribution distance is calculated by
* L-inifinity norm.
* 2. For numerical feature, the distribution distance is calculated by
* Jensen–Shannon divergence. Each feature must have a non-zero threshold
* if they need to be monitored. Otherwise no alert will be triggered for
* that feature.
*
* Generated from protobuf field double value = 1;
* @param float $var
* @return $this
*/
public function setValue($var)
{
GPBUtil::checkDouble($var);
$this->writeOneof(1, $var);
return $this;
}
/**
* @return string
*/
public function getThreshold()
{
return $this->whichOneof("threshold");
}
}