File "GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig.php"
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<?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 GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig extends \Google\Model
{
protected $attributionScoreDriftThresholdsType = GoogleCloudAiplatformV1ThresholdConfig::class;
protected $attributionScoreDriftThresholdsDataType = 'map';
protected $defaultDriftThresholdType = GoogleCloudAiplatformV1ThresholdConfig::class;
protected $defaultDriftThresholdDataType = '';
protected $driftThresholdsType = GoogleCloudAiplatformV1ThresholdConfig::class;
protected $driftThresholdsDataType = 'map';
/**
* Key is the feature name and value is the threshold. The threshold here is
* against attribution score distance between different time windows.
*
* @param GoogleCloudAiplatformV1ThresholdConfig[] $attributionScoreDriftThresholds
*/
public function setAttributionScoreDriftThresholds($attributionScoreDriftThresholds)
{
$this->attributionScoreDriftThresholds = $attributionScoreDriftThresholds;
}
/**
* @return GoogleCloudAiplatformV1ThresholdConfig[]
*/
public function getAttributionScoreDriftThresholds()
{
return $this->attributionScoreDriftThresholds;
}
/**
* Drift anomaly detection threshold used by all features. When the per-
* feature thresholds are not set, this field can be used to specify a
* threshold for all features.
*
* @param GoogleCloudAiplatformV1ThresholdConfig $defaultDriftThreshold
*/
public function setDefaultDriftThreshold(GoogleCloudAiplatformV1ThresholdConfig $defaultDriftThreshold)
{
$this->defaultDriftThreshold = $defaultDriftThreshold;
}
/**
* @return GoogleCloudAiplatformV1ThresholdConfig
*/
public function getDefaultDriftThreshold()
{
return $this->defaultDriftThreshold;
}
/**
* Key is the feature name and value is the threshold. If a feature needs to
* be monitored for drift, a value threshold must be configured for that
* feature. The threshold here is against feature distribution distance
* between different time windws.
*
* @param GoogleCloudAiplatformV1ThresholdConfig[] $driftThresholds
*/
public function setDriftThresholds($driftThresholds)
{
$this->driftThresholds = $driftThresholds;
}
/**
* @return GoogleCloudAiplatformV1ThresholdConfig[]
*/
public function getDriftThresholds()
{
return $this->driftThresholds;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig');