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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\CloudMachineLearningEngine;
class GoogleCloudMlV1PredictionInput extends \Google\Collection
{
/**
* Unspecified format.
*/
public const DATA_FORMAT_DATA_FORMAT_UNSPECIFIED = 'DATA_FORMAT_UNSPECIFIED';
/**
* Each line of the file is a JSON dictionary representing one record.
*/
public const DATA_FORMAT_JSON = 'JSON';
/**
* Deprecated. Use JSON instead.
*/
public const DATA_FORMAT_TEXT = 'TEXT';
/**
* The source file is a TFRecord file. Currently available only for input
* data.
*/
public const DATA_FORMAT_TF_RECORD = 'TF_RECORD';
/**
* The source file is a GZIP-compressed TFRecord file. Currently available
* only for input data.
*/
public const DATA_FORMAT_TF_RECORD_GZIP = 'TF_RECORD_GZIP';
/**
* Values are comma-separated rows, with keys in a separate file. Currently
* available only for output data.
*/
public const DATA_FORMAT_CSV = 'CSV';
/**
* Unspecified format.
*/
public const OUTPUT_DATA_FORMAT_DATA_FORMAT_UNSPECIFIED = 'DATA_FORMAT_UNSPECIFIED';
/**
* Each line of the file is a JSON dictionary representing one record.
*/
public const OUTPUT_DATA_FORMAT_JSON = 'JSON';
/**
* Deprecated. Use JSON instead.
*/
public const OUTPUT_DATA_FORMAT_TEXT = 'TEXT';
/**
* The source file is a TFRecord file. Currently available only for input
* data.
*/
public const OUTPUT_DATA_FORMAT_TF_RECORD = 'TF_RECORD';
/**
* The source file is a GZIP-compressed TFRecord file. Currently available
* only for input data.
*/
public const OUTPUT_DATA_FORMAT_TF_RECORD_GZIP = 'TF_RECORD_GZIP';
/**
* Values are comma-separated rows, with keys in a separate file. Currently
* available only for output data.
*/
public const OUTPUT_DATA_FORMAT_CSV = 'CSV';
protected $collection_key = 'inputPaths';
/**
* Optional. Number of records per batch, defaults to 64. The service will
* buffer batch_size number of records in memory before invoking one
* Tensorflow prediction call internally. So take the record size and memory
* available into consideration when setting this parameter.
*
* @var string
*/
public $batchSize;
/**
* Required. The format of the input data files.
*
* @var string
*/
public $dataFormat;
/**
* Required. The Cloud Storage location of the input data files. May contain
* wildcards.
*
* @var string[]
*/
public $inputPaths;
/**
* Optional. The maximum number of workers to be used for parallel processing.
* Defaults to 10 if not specified.
*
* @var string
*/
public $maxWorkerCount;
/**
* Use this field if you want to use the default version for the specified
* model. The string must use the following format:
* `"projects/YOUR_PROJECT/models/YOUR_MODEL"`
*
* @var string
*/
public $modelName;
/**
* Optional. Format of the output data files, defaults to JSON.
*
* @var string
*/
public $outputDataFormat;
/**
* Required. The output Google Cloud Storage location.
*
* @var string
*/
public $outputPath;
/**
* Required. The Google Compute Engine region to run the prediction job in.
* See the available regions for AI Platform services.
*
* @var string
*/
public $region;
/**
* Optional. The AI Platform runtime version to use for this batch prediction.
* If not set, AI Platform will pick the runtime version used during the
* CreateVersion request for this model version, or choose the latest stable
* version when model version information is not available such as when the
* model is specified by uri.
*
* @var string
*/
public $runtimeVersion;
/**
* Optional. The name of the signature defined in the SavedModel to use for
* this job. Please refer to
* [SavedModel](https://tensorflow.github.io/serving/serving_basic.html) for
* information about how to use signatures. Defaults to [DEFAULT_SERVING_SIGNA
* TURE_DEF_KEY](https://www.tensorflow.org/api_docs/python/tf/saved_model/sig
* nature_constants) , which is "serving_default".
*
* @var string
*/
public $signatureName;
/**
* Use this field if you want to specify a Google Cloud Storage path for the
* model to use.
*
* @var string
*/
public $uri;
/**
* Use this field if you want to specify a version of the model to use. The
* string is formatted the same way as `model_version`, with the addition of
* the version information:
* `"projects/YOUR_PROJECT/models/YOUR_MODEL/versions/YOUR_VERSION"`
*
* @var string
*/
public $versionName;
/**
* Optional. Number of records per batch, defaults to 64. The service will
* buffer batch_size number of records in memory before invoking one
* Tensorflow prediction call internally. So take the record size and memory
* available into consideration when setting this parameter.
*
* @param string $batchSize
*/
public function setBatchSize($batchSize)
{
$this->batchSize = $batchSize;
}
/**
* @return string
*/
public function getBatchSize()
{
return $this->batchSize;
}
/**
* Required. The format of the input data files.
*
* Accepted values: DATA_FORMAT_UNSPECIFIED, JSON, TEXT, TF_RECORD,
* TF_RECORD_GZIP, CSV
*
* @param self::DATA_FORMAT_* $dataFormat
*/
public function setDataFormat($dataFormat)
{
$this->dataFormat = $dataFormat;
}
/**
* @return self::DATA_FORMAT_*
*/
public function getDataFormat()
{
return $this->dataFormat;
}
/**
* Required. The Cloud Storage location of the input data files. May contain
* wildcards.
*
* @param string[] $inputPaths
*/
public function setInputPaths($inputPaths)
{
$this->inputPaths = $inputPaths;
}
/**
* @return string[]
*/
public function getInputPaths()
{
return $this->inputPaths;
}
/**
* Optional. The maximum number of workers to be used for parallel processing.
* Defaults to 10 if not specified.
*
* @param string $maxWorkerCount
*/
public function setMaxWorkerCount($maxWorkerCount)
{
$this->maxWorkerCount = $maxWorkerCount;
}
/**
* @return string
*/
public function getMaxWorkerCount()
{
return $this->maxWorkerCount;
}
/**
* Use this field if you want to use the default version for the specified
* model. The string must use the following format:
* `"projects/YOUR_PROJECT/models/YOUR_MODEL"`
*
* @param string $modelName
*/
public function setModelName($modelName)
{
$this->modelName = $modelName;
}
/**
* @return string
*/
public function getModelName()
{
return $this->modelName;
}
/**
* Optional. Format of the output data files, defaults to JSON.
*
* Accepted values: DATA_FORMAT_UNSPECIFIED, JSON, TEXT, TF_RECORD,
* TF_RECORD_GZIP, CSV
*
* @param self::OUTPUT_DATA_FORMAT_* $outputDataFormat
*/
public function setOutputDataFormat($outputDataFormat)
{
$this->outputDataFormat = $outputDataFormat;
}
/**
* @return self::OUTPUT_DATA_FORMAT_*
*/
public function getOutputDataFormat()
{
return $this->outputDataFormat;
}
/**
* Required. The output Google Cloud Storage location.
*
* @param string $outputPath
*/
public function setOutputPath($outputPath)
{
$this->outputPath = $outputPath;
}
/**
* @return string
*/
public function getOutputPath()
{
return $this->outputPath;
}
/**
* Required. The Google Compute Engine region to run the prediction job in.
* See the available regions for AI Platform services.
*
* @param string $region
*/
public function setRegion($region)
{
$this->region = $region;
}
/**
* @return string
*/
public function getRegion()
{
return $this->region;
}
/**
* Optional. The AI Platform runtime version to use for this batch prediction.
* If not set, AI Platform will pick the runtime version used during the
* CreateVersion request for this model version, or choose the latest stable
* version when model version information is not available such as when the
* model is specified by uri.
*
* @param string $runtimeVersion
*/
public function setRuntimeVersion($runtimeVersion)
{
$this->runtimeVersion = $runtimeVersion;
}
/**
* @return string
*/
public function getRuntimeVersion()
{
return $this->runtimeVersion;
}
/**
* Optional. The name of the signature defined in the SavedModel to use for
* this job. Please refer to
* [SavedModel](https://tensorflow.github.io/serving/serving_basic.html) for
* information about how to use signatures. Defaults to [DEFAULT_SERVING_SIGNA
* TURE_DEF_KEY](https://www.tensorflow.org/api_docs/python/tf/saved_model/sig
* nature_constants) , which is "serving_default".
*
* @param string $signatureName
*/
public function setSignatureName($signatureName)
{
$this->signatureName = $signatureName;
}
/**
* @return string
*/
public function getSignatureName()
{
return $this->signatureName;
}
/**
* Use this field if you want to specify a Google Cloud Storage path for the
* model to use.
*
* @param string $uri
*/
public function setUri($uri)
{
$this->uri = $uri;
}
/**
* @return string
*/
public function getUri()
{
return $this->uri;
}
/**
* Use this field if you want to specify a version of the model to use. The
* string is formatted the same way as `model_version`, with the addition of
* the version information:
* `"projects/YOUR_PROJECT/models/YOUR_MODEL/versions/YOUR_VERSION"`
*
* @param string $versionName
*/
public function setVersionName($versionName)
{
$this->versionName = $versionName;
}
/**
* @return string
*/
public function getVersionName()
{
return $this->versionName;
}
}
// Adding a class alias for backwards compatibility with the previous class name.
class_alias(GoogleCloudMlV1PredictionInput::class, 'Google_Service_CloudMachineLearningEngine_GoogleCloudMlV1PredictionInput');