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File: example/GoogleClient/contrib/Google_PredictionService.php

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File: example/GoogleClient/contrib/Google_PredictionService.php
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Last change: Update of example/GoogleClient/contrib/Google_PredictionService.php
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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 "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 $project The project associated with the model. * @param string $hostedModelName The name of a hosted model. * @param Google_Input $postBody * @param array $optParams Optional parameters. * @return Google_Output */ public function predict($project, $hostedModelName, Google_Input $postBody, $optParams = array()) { $params = array('project' => $project, '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; } } } /** * The "trainedmodels" collection of methods. * Typical usage is: * <code> * $predictionService = new Google_PredictionService(...); * $trainedmodels = $predictionService->trainedmodels; * </code> */ class Google_TrainedmodelsServiceResource extends Google_ServiceResource { /** * 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 $optParams Optional parameters. * @return Google_Analyze */ public function analyze($project, $id, $optParams = array()) { $params = array('project' => $project, 'id' => $id); $params = array_merge($params, $optParams); $data = $this->__call('analyze', array($params)); if ($this->useObjects()) { return new Google_Analyze($data); } else { return $data; } } /** * 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); $data = $this->__call('delete', array($params)); return $data; } /** * 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 $optParams Optional parameters. * @return Google_Insert2 */ public function get($project, $id, $optParams = array()) { $params = array('project' => $project, 'id' => $id); $params = array_merge($params, $optParams); $data = $this->__call('get', array($params)); if ($this->useObjects()) { return new Google_Insert2($data); } else { return $data; } } /** * Train a Prediction API model. (trainedmodels.insert) * * @param string $project The project associated with the model. * @param Google_Insert $postBody * @param array $optParams Optional parameters. * @return Google_Insert2 */ public function insert($project, Google_Insert $postBody, $optParams = array()) { $params = array('project' => $project, 'postBody' => $postBody); $params = array_merge($params, $optParams); $data = $this->__call('insert', array($params)); if ($this->useObjects()) { return new Google_Insert2($data); } else { return $data; } } /** * List available models. (trainedmodels.list) * * @param string $project The project associated with the model. * @param array $optParams Optional parameters. * * @opt_param string maxResults Maximum number of results to return. * @opt_param string pageToken Pagination token. * @return Google_PredictionList */ public function listTrainedmodels($project, $optParams = array()) { $params = array('project' => $project); $params = array_merge($params, $optParams); $data = $this->__call('list', array($params)); if ($this->useObjects()) { return new Google_PredictionList($data); } else { return $data; } } /** * 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 $optParams Optional parameters. * @return Google_Output */ public function predict($project, $id, Google_Input $postBody, $optParams = array()) { $params = array('project' => $project, '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; } } /** * 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 $optParams Optional parameters. * @return Google_Insert2 */ public function update($project, $id, Google_Update $postBody, $optParams = array()) { $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody); $params = array_merge($params, $optParams); $data = $this->__call('update', array($params)); if ($this->useObjects()) { return new Google_Insert2($data); } else { return $data; } } } /** * Service definition for Google_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 * <a href="https://developers.google.com/prediction/docs/developer-guide" target="_blank">API Documentation</a> * </p> * * @author Google, Inc. */ class Google_PredictionService extends Google_Service { public $hostedmodels; public $trainedmodels; /** * Constructs the internal representation of the Prediction service. * * @param Google_Client $client */ public function __construct(Google_Client $client) { $this->servicePath = 'prediction/v1.6/projects/'; $this->version = 'v1.6'; $this->serviceName = 'prediction'; $client->addService($this->serviceName, $this->version); $this->hostedmodels = new Google_HostedmodelsServiceResource($this, $this->serviceName, 'hostedmodels', json_decode('{"methods": {"predict": {"id": "prediction.hostedmodels.predict", "path": "{project}/hostedmodels/{hostedModelName}/predict", "httpMethod": "POST", "parameters": {"hostedModelName": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}}}', true)); $this->trainedmodels = new Google_TrainedmodelsServiceResource($this, $this->serviceName, 'trainedmodels', json_decode('{"methods": {"analyze": {"id": "prediction.trainedmodels.analyze", "path": "{project}/trainedmodels/{id}/analyze", "httpMethod": "GET", "parameters": {"id": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "response": {"$ref": "Analyze"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}, "delete": {"id": "prediction.trainedmodels.delete", "path": "{project}/trainedmodels/{id}", "httpMethod": "DELETE", "parameters": {"id": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "scopes": ["https://www.googleapis.com/auth/prediction"]}, "get": {"id": "prediction.trainedmodels.get", "path": "{project}/trainedmodels/{id}", "httpMethod": "GET", "parameters": {"id": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "response": {"$ref": "Insert2"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}, "insert": {"id": "prediction.trainedmodels.insert", "path": "{project}/trainedmodels", "httpMethod": "POST", "parameters": {"project": {"type": "string", "required": true, "location": "path"}}, "request": {"$ref": "Insert"}, "response": {"$ref": "Insert2"}, "scopes": ["https://www.googleapis.com/auth/devstorage.full_control", "https://www.googleapis.com/auth/devstorage.read_only", "https://www.googleapis.com/auth/devstorage.read_write", "https://www.googleapis.com/auth/prediction"]}, "list": {"id": "prediction.trainedmodels.list", "path": "{project}/trainedmodels/list", "httpMethod": "GET", "parameters": {"maxResults": {"type": "integer", "format": "uint32", "minimum": "0", "location": "query"}, "pageToken": {"type": "string", "location": "query"}, "project": {"type": "string", "required": true, "location": "path"}}, "response": {"$ref": "List"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}, "predict": {"id": "prediction.trainedmodels.predict", "path": "{project}/trainedmodels/{id}/predict", "httpMethod": "POST", "parameters": {"id": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "request": {"$ref": "Input"}, "response": {"$ref": "Output"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}, "update": {"id": "prediction.trainedmodels.update", "path": "{project}/trainedmodels/{id}", "httpMethod": "PUT", "parameters": {"id": {"type": "string", "required": true, "location": "path"}, "project": {"type": "string", "required": true, "location": "path"}}, "request": {"$ref": "Update"}, "response": {"$ref": "Insert2"}, "scopes": ["https://www.googleapis.com/auth/prediction"]}}}', true)); } } class Google_Analyze extends Google_Model { protected $__dataDescriptionType = 'Google_AnalyzeDataDescription'; protected $__dataDescriptionDataType = ''; public $dataDescription; public $errors; public $id; public $kind; protected $__modelDescriptionType = 'Google_AnalyzeModelDescription'; protected $__modelDescriptionDataType = ''; public $modelDescription; public $selfLink; public function setDataDescription(Google_AnalyzeDataDescription $dataDescription) { $this->dataDescription = $dataDescription; } public function getDataDescription() { return $this->dataDescription; } public function setErrors(/* array(Google_string) */ $errors) { $this->assertIsArray($errors, 'Google_string', __METHOD__); $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_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_AnalyzeDataDescription extends Google_Model { protected $__featuresType = 'Google_AnalyzeDataDescriptionFeatures'; protected $__featuresDataType = 'array'; public $features; protected $__outputFeatureType = 'Google_AnalyzeDataDescriptionOutputFeature'; protected $__outputFeatureDataType = ''; public $outputFeature; public function setFeatures(/* array(Google_AnalyzeDataDescriptionFeatures) */ $features) { $this->assertIsArray($features, 'Google_AnalyzeDataDescriptionFeatures', __METHOD__); $this->features = $features; } public function getFeatures() { return $this->features; } public function setOutputFeature(Google_AnalyzeDataDescriptionOutputFeature $outputFeature) { $this->outputFeature = $outputFeature; } public function getOutputFeature() { return $this->outputFeature; } } class Google_AnalyzeDataDescriptionFeatures extends Google_Model { protected $__categoricalType = 'Google_AnalyzeDataDescriptionFeaturesCategorical'; protected $__categoricalDataType = ''; public $categorical; public $index; protected $__numericType = 'Google_AnalyzeDataDescriptionFeaturesNumeric'; protected $__numericDataType = ''; public $numeric; protected $__textType = 'Google_AnalyzeDataDescriptionFeaturesText'; protected $__textDataType = ''; public $text; public function setCategorical(Google_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_AnalyzeDataDescriptionFeaturesNumeric $numeric) { $this->numeric = $numeric; } public function getNumeric() { return $this->numeric; } public function setText(Google_AnalyzeDataDescriptionFeaturesText $text) { $this->text = $text; } public function getText() { return $this->text; } } class Google_AnalyzeDataDescriptionFeaturesCategorical extends Google_Model { public $count; protected $__valuesType = 'Google_AnalyzeDataDescriptionFeaturesCategoricalValues'; protected $__valuesDataType = 'array'; public $values; public function setCount( $count) { $this->count = $count; } public function getCount() { return $this->count; } public function setValues(/* array(Google_AnalyzeDataDescriptionFeaturesCategoricalValues) */ $values) { $this->assertIsArray($values, 'Google_AnalyzeDataDescriptionFeaturesCategoricalValues', __METHOD__); $this->values = $values; } public function getValues() { return $this->values; } } class Google_AnalyzeDataDescriptionFeaturesCategoricalValues extends Google_Model { 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_AnalyzeDataDescriptionFeaturesNumeric extends Google_Model { 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_AnalyzeDataDescriptionFeaturesText extends Google_Model { public $count; public function setCount( $count) { $this->count = $count; } public function getCount() { return $this->count; } } class Google_AnalyzeDataDescriptionOutputFeature extends Google_Model { protected $__numericType = 'Google_AnalyzeDataDescriptionOutputFeatureNumeric'; protected $__numericDataType = ''; public $numeric; protected $__textType = 'Google_AnalyzeDataDescriptionOutputFeatureText'; protected $__textDataType = 'array'; public $text; public function setNumeric(Google_AnalyzeDataDescriptionOutputFeatureNumeric $numeric) { $this->numeric = $numeric; } public function getNumeric() { return $this->numeric; } public function setText(/* array(Google_AnalyzeDataDescriptionOutputFeatureText) */ $text) { $this->assertIsArray($text, 'Google_AnalyzeDataDescriptionOutputFeatureText', __METHOD__); $this->text = $text; } public function getText() { return $this->text; } } class Google_AnalyzeDataDescriptionOutputFeatureNumeric extends Google_Model { 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_AnalyzeDataDescriptionOutputFeatureText extends Google_Model { 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_AnalyzeModelDescription extends Google_Model { public $confusionMatrix; public $confusionMatrixRowTotals; protected $__modelinfoType = 'Google_Insert2'; protected $__modelinfoDataType = ''; public $modelinfo; 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_Insert2 $modelinfo) { $this->modelinfo = $modelinfo; } public function getModelinfo() { return $this->modelinfo; } } 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_Insert extends Google_Model { public $id; public $modelType; public $sourceModel; public $storageDataLocation; public $storagePMMLLocation; public $storagePMMLModelLocation; protected $__trainingInstancesType = 'Google_InsertTrainingInstances'; protected $__trainingInstancesDataType = 'array'; public $trainingInstances; 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(/* array(Google_InsertTrainingInstances) */ $trainingInstances) { $this->assertIsArray($trainingInstances, 'Google_InsertTrainingInstances', __METHOD__); $this->trainingInstances = $trainingInstances; } public function getTrainingInstances() { return $this->trainingInstances; } public function setUtility(/* array(Google_double) */ $utility) { $this->assertIsArray($utility, 'Google_double', __METHOD__); $this->utility = $utility; } public function getUtility() { return $this->utility; } } class Google_Insert2 extends Google_Model { public $created; public $id; public $kind; protected $__modelInfoType = 'Google_Insert2ModelInfo'; protected $__modelInfoDataType = ''; public $modelInfo; 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_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_Insert2ModelInfo extends Google_Model { 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_InsertTrainingInstances extends Google_Model { public $csvInstance; public $output; public function setCsvInstance(/* array(Google_object) */ $csvInstance) { $this->assertIsArray($csvInstance, 'Google_object', __METHOD__); $this->csvInstance = $csvInstance; } public function getCsvInstance() { return $this->csvInstance; } public function setOutput( $output) { $this->output = $output; } public function getOutput() { return $this->output; } } class Google_Output extends Google_Model { public $id; public $kind; public $outputLabel; protected $__outputMultiType = 'Google_OutputOutputMulti'; protected $__outputMultiDataType = 'array'; public $outputMulti; 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(/* 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 $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_PredictionList extends Google_Model { protected $__itemsType = 'Google_Insert2'; protected $__itemsDataType = 'array'; public $items; public $kind; public $nextPageToken; public $selfLink; public function setItems(/* array(Google_Insert2) */ $items) { $this->assertIsArray($items, 'Google_Insert2', __METHOD__); $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_Update extends Google_Model { public $csvInstance; public $output; public function setCsvInstance(/* array(Google_object) */ $csvInstance) { $this->assertIsArray($csvInstance, 'Google_object', __METHOD__); $this->csvInstance = $csvInstance; } public function getCsvInstance() { return $this->csvInstance; } public function setOutput( $output) { $this->output = $output; } public function getOutput() { return $this->output; } }