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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 GoogleCloudAiplatformV1SupervisedTuningDataStats extends \Google\Collection
{
protected $collection_key = 'userDatasetExamples';
/**
* Output only. For each index in `truncated_example_indices`, the user-facing
* reason why the example was dropped.
*
* @var string[]
*/
public $droppedExampleReasons;
/**
* Output only. Number of billable characters in the tuning dataset.
*
* @deprecated
* @var string
*/
public $totalBillableCharacterCount;
/**
* Output only. Number of billable tokens in the tuning dataset.
*
* @var string
*/
public $totalBillableTokenCount;
/**
* Output only. The number of examples in the dataset that have been dropped.
* An example can be dropped for reasons including: too many tokens, contains
* an invalid image, contains too many images, etc.
*
* @var string
*/
public $totalTruncatedExampleCount;
/**
* Output only. Number of tuning characters in the tuning dataset.
*
* @var string
*/
public $totalTuningCharacterCount;
/**
* Output only. A partial sample of the indices (starting from 1) of the
* dropped examples.
*
* @var string[]
*/
public $truncatedExampleIndices;
/**
* Output only. Number of examples in the tuning dataset.
*
* @var string
*/
public $tuningDatasetExampleCount;
/**
* Output only. Number of tuning steps for this Tuning Job.
*
* @var string
*/
public $tuningStepCount;
protected $userDatasetExamplesType = GoogleCloudAiplatformV1Content::class;
protected $userDatasetExamplesDataType = 'array';
protected $userInputTokenDistributionType = GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution::class;
protected $userInputTokenDistributionDataType = '';
protected $userMessagePerExampleDistributionType = GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution::class;
protected $userMessagePerExampleDistributionDataType = '';
protected $userOutputTokenDistributionType = GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution::class;
protected $userOutputTokenDistributionDataType = '';
/**
* Output only. For each index in `truncated_example_indices`, the user-facing
* reason why the example was dropped.
*
* @param string[] $droppedExampleReasons
*/
public function setDroppedExampleReasons($droppedExampleReasons)
{
$this->droppedExampleReasons = $droppedExampleReasons;
}
/**
* @return string[]
*/
public function getDroppedExampleReasons()
{
return $this->droppedExampleReasons;
}
/**
* Output only. Number of billable characters in the tuning dataset.
*
* @deprecated
* @param string $totalBillableCharacterCount
*/
public function setTotalBillableCharacterCount($totalBillableCharacterCount)
{
$this->totalBillableCharacterCount = $totalBillableCharacterCount;
}
/**
* @deprecated
* @return string
*/
public function getTotalBillableCharacterCount()
{
return $this->totalBillableCharacterCount;
}
/**
* Output only. Number of billable tokens in the tuning dataset.
*
* @param string $totalBillableTokenCount
*/
public function setTotalBillableTokenCount($totalBillableTokenCount)
{
$this->totalBillableTokenCount = $totalBillableTokenCount;
}
/**
* @return string
*/
public function getTotalBillableTokenCount()
{
return $this->totalBillableTokenCount;
}
/**
* Output only. The number of examples in the dataset that have been dropped.
* An example can be dropped for reasons including: too many tokens, contains
* an invalid image, contains too many images, etc.
*
* @param string $totalTruncatedExampleCount
*/
public function setTotalTruncatedExampleCount($totalTruncatedExampleCount)
{
$this->totalTruncatedExampleCount = $totalTruncatedExampleCount;
}
/**
* @return string
*/
public function getTotalTruncatedExampleCount()
{
return $this->totalTruncatedExampleCount;
}
/**
* Output only. Number of tuning characters in the tuning dataset.
*
* @param string $totalTuningCharacterCount
*/
public function setTotalTuningCharacterCount($totalTuningCharacterCount)
{
$this->totalTuningCharacterCount = $totalTuningCharacterCount;
}
/**
* @return string
*/
public function getTotalTuningCharacterCount()
{
return $this->totalTuningCharacterCount;
}
/**
* Output only. A partial sample of the indices (starting from 1) of the
* dropped examples.
*
* @param string[] $truncatedExampleIndices
*/
public function setTruncatedExampleIndices($truncatedExampleIndices)
{
$this->truncatedExampleIndices = $truncatedExampleIndices;
}
/**
* @return string[]
*/
public function getTruncatedExampleIndices()
{
return $this->truncatedExampleIndices;
}
/**
* Output only. Number of examples in the tuning dataset.
*
* @param string $tuningDatasetExampleCount
*/
public function setTuningDatasetExampleCount($tuningDatasetExampleCount)
{
$this->tuningDatasetExampleCount = $tuningDatasetExampleCount;
}
/**
* @return string
*/
public function getTuningDatasetExampleCount()
{
return $this->tuningDatasetExampleCount;
}
/**
* Output only. Number of tuning steps for this Tuning Job.
*
* @param string $tuningStepCount
*/
public function setTuningStepCount($tuningStepCount)
{
$this->tuningStepCount = $tuningStepCount;
}
/**
* @return string
*/
public function getTuningStepCount()
{
return $this->tuningStepCount;
}
/**
* Output only. Sample user messages in the training dataset uri.
*
* @param GoogleCloudAiplatformV1Content[] $userDatasetExamples
*/
public function setUserDatasetExamples($userDatasetExamples)
{
$this->userDatasetExamples = $userDatasetExamples;
}
/**
* @return GoogleCloudAiplatformV1Content[]
*/
public function getUserDatasetExamples()
{
return $this->userDatasetExamples;
}
/**
* Output only. Dataset distributions for the user input tokens.
*
* @param GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userInputTokenDistribution
*/
public function setUserInputTokenDistribution(GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userInputTokenDistribution)
{
$this->userInputTokenDistribution = $userInputTokenDistribution;
}
/**
* @return GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution
*/
public function getUserInputTokenDistribution()
{
return $this->userInputTokenDistribution;
}
/**
* Output only. Dataset distributions for the messages per example.
*
* @param GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userMessagePerExampleDistribution
*/
public function setUserMessagePerExampleDistribution(GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userMessagePerExampleDistribution)
{
$this->userMessagePerExampleDistribution = $userMessagePerExampleDistribution;
}
/**
* @return GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution
*/
public function getUserMessagePerExampleDistribution()
{
return $this->userMessagePerExampleDistribution;
}
/**
* Output only. Dataset distributions for the user output tokens.
*
* @param GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userOutputTokenDistribution
*/
public function setUserOutputTokenDistribution(GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution $userOutputTokenDistribution)
{
$this->userOutputTokenDistribution = $userOutputTokenDistribution;
}
/**
* @return GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution
*/
public function getUserOutputTokenDistribution()
{
return $this->userOutputTokenDistribution;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudAiplatformV1SupervisedTuningDataStats::class, 'Google_Service_Aiplatform_GoogleCloudAiplatformV1SupervisedTuningDataStats');