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<?php

/*

 * 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.

 */

  /**

   * The "trainedmodels" collection of methods.

   * Typical usage is:

   *  <code>

   *   $predictionService = new Google_PredictionService(...);

   *   $trainedmodels = $predictionService->trainedmodels;

   *  </code>

   */

  class Google_TrainedmodelsServiceResource extends Google_ServiceResource {

    /**

     * Submit model id and request a prediction (trainedmodels.predict)

     *

     * @param string $id The unique name for the predictive model.

     * @param Google_Input $postBody

     * @param array $optParams Optional parameters.

     * @return Google_Output

     */

    public function predict($id, Google_Input $postBody, $optParams = array()) {

      $params = array('id' => $id, 'postBody' => $postBody);

      $params = array_merge($params, $optParams);

      $data = $this->__call('predict', array($params));

      if ($this->useObjects()) {

        return new Google_Output($data);

      } else {

        return $data;

      }

    }

    /**

     * Begin training your model. (trainedmodels.insert)

     *

     * @param Google_Training $postBody

     * @param array $optParams Optional parameters.

     * @return Google_Training

     */

    public function insert(Google_Training $postBody, $optParams = array()) {

      $params = array('postBody' => $postBody);

      $params = array_merge($params, $optParams);

      $data = $this->__call('insert', array($params));

      if ($this->useObjects()) {

        return new Google_Training($data);

      } else {

        return $data;

      }

    }

    /**

     * Check training status of your model. (trainedmodels.get)

     *

     * @param string $id The unique name for the predictive model.

     * @param array $optParams Optional parameters.

     * @return Google_Training

     */

    public function get($id, $optParams = array()) {

      $params = array('id' => $id);

      $params = array_merge($params, $optParams);

      $data = $this->__call('get', array($params));

      if ($this->useObjects()) {

        return new Google_Training($data);

      } else {

        return $data;

      }

    }

    /**

     * Add new data to a trained model. (trainedmodels.update)

     *

     * @param string $id The unique name for the predictive model.

     * @param Google_Update $postBody

     * @param array $optParams Optional parameters.

     * @return Google_Training

     */

    public function update($id, Google_Update $postBody, $optParams = array()) {

      $params = array('id' => $id, 'postBody' => $postBody);

      $params = array_merge($params, $optParams);

      $data = $this->__call('update', array($params));

      if ($this->useObjects()) {

        return new Google_Training($data);

      } else {

        return $data;

      }

    }

    /**

     * Delete a trained model. (trainedmodels.delete)

     *

     * @param string $id The unique name for the predictive model.

     * @param array $optParams Optional parameters.

     */

    public function delete($id, $optParams = array()) {

      $params = array('id' => $id);

      $params = array_merge($params, $optParams);

      $data = $this->__call('delete', array($params));

      return $data;

    }

  }

  /**

   * The "hostedmodels" collection of methods.

   * Typical usage is:

   *  <code>

   *   $predictionService = new Google_PredictionService(...);

   *   $hostedmodels = $predictionService->hostedmodels;

   *  </code>

   */

  class Google_HostedmodelsServiceResource extends Google_ServiceResource {

    /**

     * Submit input and request an output against a hosted model. (hostedmodels.predict)

     *

     * @param string $hostedModelName The name of a hosted model.

     * @param Google_Input $postBody

     * @param array $optParams Optional parameters.

     * @return Google_Output

     */

    public function predict($hostedModelName, Google_Input $postBody, $optParams = array()) {

      $params = array('hostedModelName' => $hostedModelName, 'postBody' => $postBody);

      $params = array_merge($params, $optParams);

      $data = $this->__call('predict', array($params));

      if ($this->useObjects()) {

        return new Google_Output($data);

      } else {

        return $data;

      }

    }

  }

/**

 * Service definition for Google_Prediction (v1.4).

 *

 * <p>

 * Lets you access a cloud hosted machine learning service that makes it easy to build smart apps

 * </p>

 *

 * <p>

 * For more information about this service, see the

 * <a href="http://code.google.com/apis/predict/docs/developer-guide.html" target="_blank">API Documentation</a>

 * </p>

 *

 * @author Google, Inc.

 */

class Google_PredictionService extends Google_Service {

  public $trainedmodels;

  public $hostedmodels;

  /**

   * Constructs the internal representation of the Prediction service.

   *

   * @param Google_Client $client

   */

  public function __construct(Google_Client $client) {

    $this->servicePath = 'prediction/v1.4/';

    $this->version = 'v1.4';

    $this->serviceName = 'prediction';

    $client->addService($this->serviceName, $this->version);

    $this->trainedmodels = new Google_TrainedmodelsServiceResource($this, $this->serviceName, 'trainedmodels', json_decode('{"methods": {"predict": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "httpMethod": "POST", "path": "trainedmodels/{id}/predict", "id": "prediction.trainedmodels.predict"}, "insert": {"scopes": ["https://www.googleapis.com/auth/devstorage.read_only", "https://www.googleapis.com/auth/prediction"], "request": {"$ref": "Training"}, "response": {"$ref": "Training"}, "httpMethod": "POST", "path": "trainedmodels", "id": "prediction.trainedmodels.insert"}, "get": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "id": "prediction.trainedmodels.get", "httpMethod": "GET", "path": "trainedmodels/{id}", "response": {"$ref": "Training"}}, "update": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Update"}, "response": {"$ref": "Training"}, "httpMethod": "PUT", "path": "trainedmodels/{id}", "id": "prediction.trainedmodels.update"}, "delete": {"scopes": ["https://www.googleapis.com/auth/prediction"], "path": "trainedmodels/{id}", "id": "prediction.trainedmodels.delete", "parameters": {"id": {"required": true, "type": "string", "location": "path"}}, "httpMethod": "DELETE"}}}', true));

    $this->hostedmodels = new Google_HostedmodelsServiceResource($this, $this->serviceName, 'hostedmodels', json_decode('{"methods": {"predict": {"scopes": ["https://www.googleapis.com/auth/prediction"], "parameters": {"hostedModelName": {"required": true, "type": "string", "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "httpMethod": "POST", "path": "hostedmodels/{hostedModelName}/predict", "id": "prediction.hostedmodels.predict"}}}', true));

  }

}

class Google_Input extends Google_Model {

  protected $__inputType = 'Google_InputInput';

  protected $__inputDataType = '';

  public $input;

  public function setInput(Google_InputInput $input) {

    $this->input = $input;

  }

  public function getInput() {

    return $this->input;

  }

}

class Google_InputInput extends Google_Model {

  public $csvInstance;

  public function setCsvInstance(/* array(Google_object) */ $csvInstance) {

    $this->assertIsArray($csvInstance, 'Google_object', __METHOD__);

    $this->csvInstance = $csvInstance;

  }

  public function getCsvInstance() {

    return $this->csvInstance;

  }

}

class Google_Output extends Google_Model {

  public $kind;

  public $outputLabel;

  public $id;

  protected $__outputMultiType = 'Google_OutputOutputMulti';

  protected $__outputMultiDataType = 'array';

  public $outputMulti;

  public $outputValue;

  public $selfLink;

  public function setKind($kind) {

    $this->kind = $kind;

  }

  public function getKind() {

    return $this->kind;

  }

  public function setOutputLabel($outputLabel) {

    $this->outputLabel = $outputLabel;

  }

  public function getOutputLabel() {

    return $this->outputLabel;

  }

  public function setId($id) {

    $this->id = $id;

  }

  public function getId() {

    return $this->id;

  }

  public function setOutputMulti(/* array(Google_OutputOutputMulti) */ $outputMulti) {

    $this->assertIsArray($outputMulti, 'Google_OutputOutputMulti', __METHOD__);

    $this->outputMulti = $outputMulti;

  }

  public function getOutputMulti() {

    return $this->outputMulti;

  }

  public function setOutputValue($outputValue) {

    $this->outputValue = $outputValue;

  }

  public function getOutputValue() {

    return $this->outputValue;

  }

  public function setSelfLink($selfLink) {

    $this->selfLink = $selfLink;

  }

  public function getSelfLink() {

    return $this->selfLink;

  }

}

class Google_OutputOutputMulti extends Google_Model {

  public $score;

  public $label;

  public function setScore($score) {

    $this->score = $score;

  }

  public function getScore() {

    return $this->score;

  }

  public function setLabel($label) {

    $this->label = $label;

  }

  public function getLabel() {

    return $this->label;

  }

}

class Google_Training extends Google_Model {

  public $kind;

  public $storageDataLocation;

  public $storagePMMLModelLocation;

  protected $__dataAnalysisType = 'Google_TrainingDataAnalysis';

  protected $__dataAnalysisDataType = '';

  public $dataAnalysis;

  public $trainingStatus;

  protected $__modelInfoType = 'Google_TrainingModelInfo';

  protected $__modelInfoDataType = '';

  public $modelInfo;

  public $storagePMMLLocation;

  public $id;

  public $selfLink;

  public $utility;

  public function setKind($kind) {

    $this->kind = $kind;

  }

  public function getKind() {

    return $this->kind;

  }

  public function setStorageDataLocation($storageDataLocation) {

    $this->storageDataLocation = $storageDataLocation;

  }

  public function getStorageDataLocation() {

    return $this->storageDataLocation;

  }

  public function setStoragePMMLModelLocation($storagePMMLModelLocation) {

    $this->storagePMMLModelLocation = $storagePMMLModelLocation;

  }

  public function getStoragePMMLModelLocation() {

    return $this->storagePMMLModelLocation;

  }

  public function setDataAnalysis(Google_TrainingDataAnalysis $dataAnalysis) {

    $this->dataAnalysis = $dataAnalysis;

  }

  public function getDataAnalysis() {

    return $this->dataAnalysis;

  }

  public function setTrainingStatus($trainingStatus) {

    $this->trainingStatus = $trainingStatus;

  }

  public function getTrainingStatus() {

    return $this->trainingStatus;

  }

  public function setModelInfo(Google_TrainingModelInfo $modelInfo) {

    $this->modelInfo = $modelInfo;

  }

  public function getModelInfo() {

    return $this->modelInfo;

  }

  public function setStoragePMMLLocation($storagePMMLLocation) {

    $this->storagePMMLLocation = $storagePMMLLocation;

  }

  public function getStoragePMMLLocation() {

    return $this->storagePMMLLocation;

  }

  public function setId($id) {

    $this->id = $id;

  }

  public function getId() {

    return $this->id;

  }

  public function setSelfLink($selfLink) {

    $this->selfLink = $selfLink;

  }

  public function getSelfLink() {

    return $this->selfLink;

  }

  public function setUtility(/* array(Google_double) */ $utility) {

    $this->assertIsArray($utility, 'Google_double', __METHOD__);

    $this->utility = $utility;

  }

  public function getUtility() {

    return $this->utility;

  }

}

class Google_TrainingDataAnalysis extends Google_Model {

  public $warnings;

  public function setWarnings(/* array(Google_string) */ $warnings) {

    $this->assertIsArray($warnings, 'Google_string', __METHOD__);

    $this->warnings = $warnings;

  }

  public function getWarnings() {

    return $this->warnings;

  }

}

class Google_TrainingModelInfo extends Google_Model {

  public $confusionMatrixRowTotals;

  public $numberLabels;

  public $confusionMatrix;

  public $meanSquaredError;

  public $modelType;

  public $numberInstances;

  public $classWeightedAccuracy;

  public $classificationAccuracy;

  public function setConfusionMatrixRowTotals($confusionMatrixRowTotals) {

    $this->confusionMatrixRowTotals = $confusionMatrixRowTotals;

  }

  public function getConfusionMatrixRowTotals() {

    return $this->confusionMatrixRowTotals;

  }

  public function setNumberLabels($numberLabels) {

    $this->numberLabels = $numberLabels;

  }

  public function getNumberLabels() {

    return $this->numberLabels;

  }

  public function setConfusionMatrix($confusionMatrix) {

    $this->confusionMatrix = $confusionMatrix;

  }

  public function getConfusionMatrix() {

    return $this->confusionMatrix;

  }

  public function setMeanSquaredError($meanSquaredError) {

    $this->meanSquaredError = $meanSquaredError;

  }

  public function getMeanSquaredError() {

    return $this->meanSquaredError;

  }

  public function setModelType($modelType) {

    $this->modelType = $modelType;

  }

  public function getModelType() {

    return $this->modelType;

  }

  public function setNumberInstances($numberInstances) {

    $this->numberInstances = $numberInstances;

  }

  public function getNumberInstances() {

    return $this->numberInstances;

  }

  public function setClassWeightedAccuracy($classWeightedAccuracy) {

    $this->classWeightedAccuracy = $classWeightedAccuracy;

  }

  public function getClassWeightedAccuracy() {

    return $this->classWeightedAccuracy;

  }

  public function setClassificationAccuracy($classificationAccuracy) {

    $this->classificationAccuracy = $classificationAccuracy;

  }

  public function getClassificationAccuracy() {

    return $this->classificationAccuracy;

  }

}

class Google_Update extends Google_Model {

  public $csvInstance;

  public $label;

  public function setCsvInstance(/* array(Google_object) */ $csvInstance) {

    $this->assertIsArray($csvInstance, 'Google_object', __METHOD__);

    $this->csvInstance = $csvInstance;

  }

  public function getCsvInstance() {

    return $this->csvInstance;

  }

  public function setLabel($label) {

    $this->label = $label;

  }

  public function getLabel() {

    return $this->label;

  }

}