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<?php /* * Copyright 2010 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. / /* * Service definition for Prediction (v1.6). * * <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 API * <a href="https://developers.google.com/prediction/docs/developer-guide" target="_blank">Documentation</a> * </p> * * @author Google, Inc. / class Google_Service_Prediction extends Google_Service { /* Manage your data and permissions in Google Cloud Storage. / const DEVSTORAGE_FULL_CONTROL = "https://www.googleapis.com/auth/devstorage.full_control"; /* View your data in Google Cloud Storage. / const DEVSTORAGE_READ_ONLY = "https://www.googleapis.com/auth/devstorage.read_only"; /* Manage your data in Google Cloud Storage. / const DEVSTORAGE_READ_WRITE = "https://www.googleapis.com/auth/devstorage.read_write"; /* Manage your data in the Google Prediction API. / const PREDICTION = "https://www.googleapis.com/auth/prediction"; public $hostedmodels; public $trainedmodels; /* * Constructs the internal representation of the Prediction service. * * @param Google_Client $client / public function __construct(Google_Client $client) { parent::__construct($client); $this->rootUrl = 'https://www.googleapis.com/'; $this->servicePath = 'prediction/v1.6/projects/'; $this->version = 'v1.6'; $this->serviceName = 'prediction'; $this->hostedmodels = new Google_Service_Prediction_Hostedmodels_Resource( $this, $this->serviceName, 'hostedmodels', array( 'methods' => array( 'predict' => array( 'path' => '{project}/hostedmodels/{hostedModelName}/predict', 'httpMethod' => 'POST', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'hostedModelName' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ), ) ) ); $this->trainedmodels = new Google_Service_Prediction_Trainedmodels_Resource( $this, $this->serviceName, 'trainedmodels', array( 'methods' => array( 'analyze' => array( 'path' => '{project}/trainedmodels/{id}/analyze', 'httpMethod' => 'GET', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'id' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ),'delete' => array( 'path' => '{project}/trainedmodels/{id}', 'httpMethod' => 'DELETE', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'id' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ),'get' => array( 'path' => '{project}/trainedmodels/{id}', 'httpMethod' => 'GET', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'id' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ),'insert' => array( 'path' => '{project}/trainedmodels', 'httpMethod' => 'POST', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ),'list' => array( 'path' => '{project}/trainedmodels/list', 'httpMethod' => 'GET', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'pageToken' => array( 'location' => 'query', 'type' => 'string', ), 'maxResults' => array( 'location' => 'query', 'type' => 'integer', ), ), ),'predict' => array( 'path' => '{project}/trainedmodels/{id}/predict', 'httpMethod' => 'POST', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'id' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ),'update' => array( 'path' => '{project}/trainedmodels/{id}', 'httpMethod' => 'PUT', 'parameters' => array( 'project' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), 'id' => array( 'location' => 'path', 'type' => 'string', 'required' => true, ), ), ), ) ) ); } } /* * The "hostedmodels" collection of methods. * Typical usage is: * <code> * $predictionService = new Google_Service_Prediction(...); * $hostedmodels = $predictionService->hostedmodels; * </code> / class Google_Service_Prediction_Hostedmodels_Resource extends Google_Service_Resource { /* * Submit input and request an output against a hosted model. * (hostedmodels.predict) * * @param string $project The project associated with the model. * @param string $hostedModelName The name of a hosted model. * @param Google_Input $postBody * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Output / public function predict($project, $hostedModelName, Google_Service_Prediction_Input $postBody, $optParams = array()) { $params = array('project' => $project, 'hostedModelName' => $hostedModelName, 'postBody' => $postBody); $params = array_merge($params, $optParams); return $this->call('predict', array($params), "Google_Service_Prediction_Output"); } } /* * The "trainedmodels" collection of methods. * Typical usage is: * <code> * $predictionService = new Google_Service_Prediction(...); * $trainedmodels = $predictionService->trainedmodels; * </code> / class Google_Service_Prediction_Trainedmodels_Resource extends Google_Service_Resource { /* * Get analysis of the model and the data the model was trained on. * (trainedmodels.analyze) * * @param string $project The project associated with the model. * @param string $id The unique name for the predictive model. * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Analyze / public function analyze($project, $id, $optParams = array()) { $params = array('project' => $project, 'id' => $id); $params = array_merge($params, $optParams); return $this->call('analyze', array($params), "Google_Service_Prediction_Analyze"); } /* * Delete a trained model. (trainedmodels.delete) * * @param string $project The project associated with the model. * @param string $id The unique name for the predictive model. * @param array $optParams Optional parameters. / public function delete($project, $id, $optParams = array()) { $params = array('project' => $project, 'id' => $id); $params = array_merge($params, $optParams); return $this->call('delete', array($params)); } /* * Check training status of your model. (trainedmodels.get) * * @param string $project The project associated with the model. * @param string $id The unique name for the predictive model. * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Insert2 / public function get($project, $id, $optParams = array()) { $params = array('project' => $project, 'id' => $id); $params = array_merge($params, $optParams); return $this->call('get', array($params), "Google_Service_Prediction_Insert2"); } /* * Train a Prediction API model. (trainedmodels.insert) * * @param string $project The project associated with the model. * @param Google_Insert $postBody * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Insert2 / public function insert($project, Google_Service_Prediction_Insert $postBody, $optParams = array()) { $params = array('project' => $project, 'postBody' => $postBody); $params = array_merge($params, $optParams); return $this->call('insert', array($params), "Google_Service_Prediction_Insert2"); } /* * List available models. (trainedmodels.listTrainedmodels) * * @param string $project The project associated with the model. * @param array $optParams Optional parameters. * * @opt_param string pageToken Pagination token. * @opt_param string maxResults Maximum number of results to return. * @return Google_Service_Prediction_PredictionList / public function listTrainedmodels($project, $optParams = array()) { $params = array('project' => $project); $params = array_merge($params, $optParams); return $this->call('list', array($params), "Google_Service_Prediction_PredictionList"); } /* * Submit model id and request a prediction. (trainedmodels.predict) * * @param string $project The project associated with the model. * @param string $id The unique name for the predictive model. * @param Google_Input $postBody * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Output / public function predict($project, $id, Google_Service_Prediction_Input $postBody, $optParams = array()) { $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody); $params = array_merge($params, $optParams); return $this->call('predict', array($params), "Google_Service_Prediction_Output"); } /* * Add new data to a trained model. (trainedmodels.update) * * @param string $project The project associated with the model. * @param string $id The unique name for the predictive model. * @param Google_Update $postBody * @param array $optParams Optional parameters. * @return Google_Service_Prediction_Insert2 */ public function update($project, $id, Google_Service_Prediction_Update $postBody, $optParams = array()) { $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody); $params = array_merge($params, $optParams); return $this->call('update', array($params), "Google_Service_Prediction_Insert2"); } } class Google_Service_Prediction_Analyze extends Google_Collection { protected $collection_key = 'errors'; protected $internal_gapi_mappings = array( ); protected $dataDescriptionType = 'Google_Service_Prediction_AnalyzeDataDescription'; protected $dataDescriptionDataType = ''; public $errors; public $id; public $kind; protected $modelDescriptionType = 'Google_Service_Prediction_AnalyzeModelDescription'; protected $modelDescriptionDataType = ''; public $selfLink; public function setDataDescription(Google_Service_Prediction_AnalyzeDataDescription $dataDescription) { $this->dataDescription = $dataDescription; } public function getDataDescription() { return $this->dataDescription; } public function setErrors($errors) { $this->errors = $errors; } public function getErrors() { return $this->errors; } public function setId($id) { $this->id = $id; } public function getId() { return $this->id; } public function setKind($kind) { $this->kind = $kind; } public function getKind() { return $this->kind; } public function setModelDescription(Google_Service_Prediction_AnalyzeModelDescription $modelDescription) { $this->modelDescription = $modelDescription; } public function getModelDescription() { return $this->modelDescription; } public function setSelfLink($selfLink) { $this->selfLink = $selfLink; } public function getSelfLink() { return $this->selfLink; } } class Google_Service_Prediction_AnalyzeDataDescription extends Google_Collection { protected $collection_key = 'features'; protected $internal_gapi_mappings = array( ); protected $featuresType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeatures'; protected $featuresDataType = 'array'; protected $outputFeatureType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature'; protected $outputFeatureDataType = ''; public function setFeatures($features) { $this->features = $features; } public function getFeatures() { return $this->features; } public function setOutputFeature(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature $outputFeature) { $this->outputFeature = $outputFeature; } public function getOutputFeature() { return $this->outputFeature; } } class Google_Service_Prediction_AnalyzeDataDescriptionFeatures extends Google_Model { protected $internal_gapi_mappings = array( ); protected $categoricalType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical'; protected $categoricalDataType = ''; public $index; protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric'; protected $numericDataType = ''; protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText'; protected $textDataType = ''; public function setCategorical(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical $categorical) { $this->categorical = $categorical; } public function getCategorical() { return $this->categorical; } public function setIndex($index) { $this->index = $index; } public function getIndex() { return $this->index; } public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric $numeric) { $this->numeric = $numeric; } public function getNumeric() { return $this->numeric; } public function setText(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText $text) { $this->text = $text; } public function getText() { return $this->text; } } class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical extends Google_Collection { protected $collection_key = 'values'; protected $internal_gapi_mappings = array( ); public $count; protected $valuesType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues'; protected $valuesDataType = 'array'; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } public function setValues($values) { $this->values = $values; } public function getValues() { return $this->values; } } class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues extends Google_Model { protected $internal_gapi_mappings = array( ); public $count; public $value; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } public function setValue($value) { $this->value = $value; } public function getValue() { return $this->value; } } class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric extends Google_Model { protected $internal_gapi_mappings = array( ); public $count; public $mean; public $variance; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } public function setMean($mean) { $this->mean = $mean; } public function getMean() { return $this->mean; } public function setVariance($variance) { $this->variance = $variance; } public function getVariance() { return $this->variance; } } class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText extends Google_Model { protected $internal_gapi_mappings = array( ); public $count; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } } class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature extends Google_Collection { protected $collection_key = 'text'; protected $internal_gapi_mappings = array( ); protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric'; protected $numericDataType = ''; protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText'; protected $textDataType = 'array'; public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric $numeric) { $this->numeric = $numeric; } public function getNumeric() { return $this->numeric; } public function setText($text) { $this->text = $text; } public function getText() { return $this->text; } } class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric extends Google_Model { protected $internal_gapi_mappings = array( ); public $count; public $mean; public $variance; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } public function setMean($mean) { $this->mean = $mean; } public function getMean() { return $this->mean; } public function setVariance($variance) { $this->variance = $variance; } public function getVariance() { return $this->variance; } } class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText extends Google_Model { protected $internal_gapi_mappings = array( ); public $count; public $value; public function setCount($count) { $this->count = $count; } public function getCount() { return $this->count; } public function setValue($value) { $this->value = $value; } public function getValue() { return $this->value; } } class Google_Service_Prediction_AnalyzeErrors extends Google_Model { } class Google_Service_Prediction_AnalyzeModelDescription extends Google_Model { protected $internal_gapi_mappings = array( ); public $confusionMatrix; public $confusionMatrixRowTotals; protected $modelinfoType = 'Google_Service_Prediction_Insert2'; protected $modelinfoDataType = ''; public function setConfusionMatrix($confusionMatrix) { $this->confusionMatrix = $confusionMatrix; } public function getConfusionMatrix() { return $this->confusionMatrix; } public function setConfusionMatrixRowTotals($confusionMatrixRowTotals) { $this->confusionMatrixRowTotals = $confusionMatrixRowTotals; } public function getConfusionMatrixRowTotals() { return $this->confusionMatrixRowTotals; } public function setModelinfo(Google_Service_Prediction_Insert2 $modelinfo) { $this->modelinfo = $modelinfo; } public function getModelinfo() { return $this->modelinfo; } } class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrix extends Google_Model { } class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixElement extends Google_Model { } class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixRowTotals extends Google_Model { } class Google_Service_Prediction_Input extends Google_Model { protected $internal_gapi_mappings = array( ); protected $inputType = 'Google_Service_Prediction_InputInput'; protected $inputDataType = ''; public function setInput(Google_Service_Prediction_InputInput $input) { $this->input = $input; } public function getInput() { return $this->input; } } class Google_Service_Prediction_InputInput extends Google_Collection { protected $collection_key = 'csvInstance'; protected $internal_gapi_mappings = array( ); public $csvInstance; public function setCsvInstance($csvInstance) { $this->csvInstance = $csvInstance; } public function getCsvInstance() { return $this->csvInstance; } } class Google_Service_Prediction_Insert extends Google_Collection { protected $collection_key = 'utility'; protected $internal_gapi_mappings = array( ); public $id; public $modelType; public $sourceModel; public $storageDataLocation; public $storagePMMLLocation; public $storagePMMLModelLocation; protected $trainingInstancesType = 'Google_Service_Prediction_InsertTrainingInstances'; protected $trainingInstancesDataType = 'array'; public $utility; public function setId($id) { $this->id = $id; } public function getId() { return $this->id; } public function setModelType($modelType) { $this->modelType = $modelType; } public function getModelType() { return $this->modelType; } public function setSourceModel($sourceModel) { $this->sourceModel = $sourceModel; } public function getSourceModel() { return $this->sourceModel; } public function setStorageDataLocation($storageDataLocation) { $this->storageDataLocation = $storageDataLocation; } public function getStorageDataLocation() { return $this->storageDataLocation; } public function setStoragePMMLLocation($storagePMMLLocation) { $this->storagePMMLLocation = $storagePMMLLocation; } public function getStoragePMMLLocation() { return $this->storagePMMLLocation; } public function setStoragePMMLModelLocation($storagePMMLModelLocation) { $this->storagePMMLModelLocation = $storagePMMLModelLocation; } public function getStoragePMMLModelLocation() { return $this->storagePMMLModelLocation; } public function setTrainingInstances($trainingInstances) { $this->trainingInstances = $trainingInstances; } public function getTrainingInstances() { return $this->trainingInstances; } public function setUtility($utility) { $this->utility = $utility; } public function getUtility() { return $this->utility; } } class Google_Service_Prediction_Insert2 extends Google_Model { protected $internal_gapi_mappings = array( ); public $created; public $id; public $kind; protected $modelInfoType = 'Google_Service_Prediction_Insert2ModelInfo'; protected $modelInfoDataType = ''; public $modelType; public $selfLink; public $storageDataLocation; public $storagePMMLLocation; public $storagePMMLModelLocation; public $trainingComplete; public $trainingStatus; public function setCreated($created) { $this->created = $created; } public function getCreated() { return $this->created; } public function setId($id) { $this->id = $id; } public function getId() { return $this->id; } public function setKind($kind) { $this->kind = $kind; } public function getKind() { return $this->kind; } public function setModelInfo(Google_Service_Prediction_Insert2ModelInfo $modelInfo) { $this->modelInfo = $modelInfo; } public function getModelInfo() { return $this->modelInfo; } public function setModelType($modelType) { $this->modelType = $modelType; } public function getModelType() { return $this->modelType; } public function setSelfLink($selfLink) { $this->selfLink = $selfLink; } public function getSelfLink() { return $this->selfLink; } public function setStorageDataLocation($storageDataLocation) { $this->storageDataLocation = $storageDataLocation; } public function getStorageDataLocation() { return $this->storageDataLocation; } public function setStoragePMMLLocation($storagePMMLLocation) { $this->storagePMMLLocation = $storagePMMLLocation; } public function getStoragePMMLLocation() { return $this->storagePMMLLocation; } public function setStoragePMMLModelLocation($storagePMMLModelLocation) { $this->storagePMMLModelLocation = $storagePMMLModelLocation; } public function getStoragePMMLModelLocation() { return $this->storagePMMLModelLocation; } public function setTrainingComplete($trainingComplete) { $this->trainingComplete = $trainingComplete; } public function getTrainingComplete() { return $this->trainingComplete; } public function setTrainingStatus($trainingStatus) { $this->trainingStatus = $trainingStatus; } public function getTrainingStatus() { return $this->trainingStatus; } } class Google_Service_Prediction_Insert2ModelInfo extends Google_Model { protected $internal_gapi_mappings = array( ); public $classWeightedAccuracy; public $classificationAccuracy; public $meanSquaredError; public $modelType; public $numberInstances; public $numberLabels; public function setClassWeightedAccuracy($classWeightedAccuracy) { $this->classWeightedAccuracy = $classWeightedAccuracy; } public function getClassWeightedAccuracy() { return $this->classWeightedAccuracy; } public function setClassificationAccuracy($classificationAccuracy) { $this->classificationAccuracy = $classificationAccuracy; } public function getClassificationAccuracy() { return $this->classificationAccuracy; } public function setMeanSquaredError($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 $this->numberInstances; } public function setNumberLabels($numberLabels) { $this->numberLabels = $numberLabels; } public function getNumberLabels() { return $this->numberLabels; } } class Google_Service_Prediction_InsertTrainingInstances extends Google_Collection { protected $collection_key = 'csvInstance'; protected $internal_gapi_mappings = array( ); public $csvInstance; public $output; public function setCsvInstance($csvInstance) { $this->csvInstance = $csvInstance; } public function getCsvInstance() { return $this->csvInstance; } public function setOutput($output) { $this->output = $output; } public function getOutput() { return $this->output; } } class Google_Service_Prediction_InsertUtility extends Google_Model { } class Google_Service_Prediction_Output extends Google_Collection { protected $collection_key = 'outputMulti'; protected $internal_gapi_mappings = array( ); public $id; public $kind; public $outputLabel; protected $outputMultiType = 'Google_Service_Prediction_OutputOutputMulti'; protected $outputMultiDataType = 'array'; public $outputValue; public $selfLink; public function setId($id) { $this->id = $id; } public function getId() { return $this->id; } public function setKind($kind) { $this->kind = $kind; } public function getKind() { return $this->kind; } public function setOutputLabel($outputLabel) { $this->outputLabel = $outputLabel; } public function getOutputLabel() { return $this->outputLabel; } public function setOutputMulti($outputMulti) { $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_Service_Prediction_OutputOutputMulti extends Google_Model { protected $internal_gapi_mappings = array( ); public $label; public $score; public function setLabel($label) { $this->label = $label; } public function getLabel() { return $this->label; } public function setScore($score) { $this->score = $score; } public function getScore() { return $this->score; } } class Google_Service_Prediction_PredictionList extends Google_Collection { protected $collection_key = 'items'; protected $internal_gapi_mappings = array( ); protected $itemsType = 'Google_Service_Prediction_Insert2'; protected $itemsDataType = 'array'; public $kind; public $nextPageToken; public $selfLink; public function setItems($items) { $this->items = $items; } public function getItems() { return $this->items; } public function setKind($kind) { $this->kind = $kind; } public function getKind() { return $this->kind; } public function setNextPageToken($nextPageToken) { $this->nextPageToken = $nextPageToken; } public function getNextPageToken() { return $this->nextPageToken; } public function setSelfLink($selfLink) { $this->selfLink = $selfLink; } public function getSelfLink() { return $this->selfLink; } } class Google_Service_Prediction_Update extends Google_Collection { protected $collection_key = 'csvInstance'; protected $internal_gapi_mappings = array( ); public $csvInstance; public $output; public function setCsvInstance($csvInstance) { $this->csvInstance = $csvInstance; } public function getCsvInstance() { return $this->csvInstance; } public function setOutput($output) { $this->output = $output; } public function getOutput() { return $this->output; } }

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