📄 Source: GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies.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 GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies extends \Google\Collection
{
/**
* Default value, should not be set.
*/
public const OBJECTIVE_MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED = 'MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED';
/**
* Raw feature values' stats to detect skew between Training-Prediction
* datasets.
*/
public const OBJECTIVE_RAW_FEATURE_SKEW = 'RAW_FEATURE_SKEW';
/**
* Raw feature values' stats to detect drift between Serving-Prediction
* datasets.
*/
public const OBJECTIVE_RAW_FEATURE_DRIFT = 'RAW_FEATURE_DRIFT';
/**
* Feature attribution scores to detect skew between Training-Prediction
* datasets.
*/
public const OBJECTIVE_FEATURE_ATTRIBUTION_SKEW = 'FEATURE_ATTRIBUTION_SKEW';
/**
* Feature attribution scores to detect skew between Prediction datasets
* collected within different time windows.
*/
public const OBJECTIVE_FEATURE_ATTRIBUTION_DRIFT = 'FEATURE_ATTRIBUTION_DRIFT';
protected $collection_key = 'featureStats';
/**
* Number of anomalies within all stats.
*
* @var int
*/
public $anomalyCount;
/**
* Deployed Model ID.
*
* @var string
*/
public $deployedModelId;
protected $featureStatsType = GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies::class;
protected $featureStatsDataType = 'array';
/**
* Model Monitoring Objective those stats and anomalies belonging to.
*
* @var string
*/
public $objective;
/**
* Number of anomalies within all stats.
*
* @param int $anomalyCount
*/
public function setAnomalyCount($anomalyCount)
{
$this->anomalyCount = $anomalyCount;
}
/**
* @return int
*/
public function getAnomalyCount()
{
return $this->anomalyCount;
}
/**
* Deployed Model ID.
*
* @param string $deployedModelId
*/
public function setDeployedModelId($deployedModelId)
{
$this->deployedModelId = $deployedModelId;
}
/**
* @return string
*/
public function getDeployedModelId()
{
return $this->deployedModelId;
}
/**
* A list of historical Stats and Anomalies generated for all Features.
*
* @param GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies[] $featureStats
*/
public function setFeatureStats($featureStats)
{
$this->featureStats = $featureStats;
}
/**
* @return GoogleCloudAiplatformV1ModelMonitoringStatsAnomaliesFeatureHistoricStatsAnomalies[]
*/
public function getFeatureStats()
{
return $this->featureStats;
}
/**
* Model Monitoring Objective those stats and anomalies belonging to.
*
* Accepted values: MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED,
* RAW_FEATURE_SKEW, RAW_FEATURE_DRIFT, FEATURE_ATTRIBUTION_SKEW,
* FEATURE_ATTRIBUTION_DRIFT
*
* @param self::OBJECTIVE_* $objective
*/
public function setObjective($objective)
{
$this->objective = $objective;
}
/**
* @return self::OBJECTIVE_*
*/
public function getObjective()
{
return $this->objective;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1ModelMonitoringStatsAnomalies');
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