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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\Bigquery;
class TrainingRun extends \Google\Collection
{
protected $collection_key = 'results';
protected $classLevelGlobalExplanationsType = GlobalExplanation::class;
protected $classLevelGlobalExplanationsDataType = 'array';
protected $dataSplitResultType = DataSplitResult::class;
protected $dataSplitResultDataType = '';
protected $evaluationMetricsType = EvaluationMetrics::class;
protected $evaluationMetricsDataType = '';
protected $modelLevelGlobalExplanationType = GlobalExplanation::class;
protected $modelLevelGlobalExplanationDataType = '';
protected $resultsType = IterationResult::class;
protected $resultsDataType = 'array';
/**
* Output only. The start time of this training run.
*
* @var string
*/
public $startTime;
protected $trainingOptionsType = TrainingOptions::class;
protected $trainingOptionsDataType = '';
/**
* Output only. The start time of this training run, in milliseconds since
* epoch.
*
* @deprecated
* @var string
*/
public $trainingStartTime;
/**
* The model id in the [Vertex AI Model
* Registry](https://cloud.google.com/vertex-ai/docs/model-
* registry/introduction) for this training run.
*
* @var string
*/
public $vertexAiModelId;
/**
* Output only. The model version in the [Vertex AI Model
* Registry](https://cloud.google.com/vertex-ai/docs/model-
* registry/introduction) for this training run.
*
* @var string
*/
public $vertexAiModelVersion;
/**
* Output only. Global explanation contains the explanation of top features on
* the class level. Applies to classification models only.
*
* @param GlobalExplanation[] $classLevelGlobalExplanations
*/
public function setClassLevelGlobalExplanations($classLevelGlobalExplanations)
{
$this->classLevelGlobalExplanations = $classLevelGlobalExplanations;
}
/**
* @return GlobalExplanation[]
*/
public function getClassLevelGlobalExplanations()
{
return $this->classLevelGlobalExplanations;
}
/**
* Output only. Data split result of the training run. Only set when the input
* data is actually split.
*
* @param DataSplitResult $dataSplitResult
*/
public function setDataSplitResult(DataSplitResult $dataSplitResult)
{
$this->dataSplitResult = $dataSplitResult;
}
/**
* @return DataSplitResult
*/
public function getDataSplitResult()
{
return $this->dataSplitResult;
}
/**
* Output only. The evaluation metrics over training/eval data that were
* computed at the end of training.
*
* @param EvaluationMetrics $evaluationMetrics
*/
public function setEvaluationMetrics(EvaluationMetrics $evaluationMetrics)
{
$this->evaluationMetrics = $evaluationMetrics;
}
/**
* @return EvaluationMetrics
*/
public function getEvaluationMetrics()
{
return $this->evaluationMetrics;
}
/**
* Output only. Global explanation contains the explanation of top features on
* the model level. Applies to both regression and classification models.
*
* @param GlobalExplanation $modelLevelGlobalExplanation
*/
public function setModelLevelGlobalExplanation(GlobalExplanation $modelLevelGlobalExplanation)
{
$this->modelLevelGlobalExplanation = $modelLevelGlobalExplanation;
}
/**
* @return GlobalExplanation
*/
public function getModelLevelGlobalExplanation()
{
return $this->modelLevelGlobalExplanation;
}
/**
* Output only. Output of each iteration run, results.size() <=
* max_iterations.
*
* @param IterationResult[] $results
*/
public function setResults($results)
{
$this->results = $results;
}
/**
* @return IterationResult[]
*/
public function getResults()
{
return $this->results;
}
/**
* Output only. The start time of this training run.
*
* @param string $startTime
*/
public function setStartTime($startTime)
{
$this->startTime = $startTime;
}
/**
* @return string
*/
public function getStartTime()
{
return $this->startTime;
}
/**
* Output only. Options that were used for this training run, includes user
* specified and default options that were used.
*
* @param TrainingOptions $trainingOptions
*/
public function setTrainingOptions(TrainingOptions $trainingOptions)
{
$this->trainingOptions = $trainingOptions;
}
/**
* @return TrainingOptions
*/
public function getTrainingOptions()
{
return $this->trainingOptions;
}
/**
* Output only. The start time of this training run, in milliseconds since
* epoch.
*
* @deprecated
* @param string $trainingStartTime
*/
public function setTrainingStartTime($trainingStartTime)
{
$this->trainingStartTime = $trainingStartTime;
}
/**
* @deprecated
* @return string
*/
public function getTrainingStartTime()
{
return $this->trainingStartTime;
}
/**
* The model id in the [Vertex AI Model
* Registry](https://cloud.google.com/vertex-ai/docs/model-
* registry/introduction) for this training run.
*
* @param string $vertexAiModelId
*/
public function setVertexAiModelId($vertexAiModelId)
{
$this->vertexAiModelId = $vertexAiModelId;
}
/**
* @return string
*/
public function getVertexAiModelId()
{
return $this->vertexAiModelId;
}
/**
* Output only. The model version in the [Vertex AI Model
* Registry](https://cloud.google.com/vertex-ai/docs/model-
* registry/introduction) for this training run.
*
* @param string $vertexAiModelVersion
*/
public function setVertexAiModelVersion($vertexAiModelVersion)
{
$this->vertexAiModelVersion = $vertexAiModelVersion;
}
/**
* @return string
*/
public function getVertexAiModelVersion()
{
return $this->vertexAiModelVersion;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(TrainingRun::class, 'Google_Service_Bigquery_TrainingRun');