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<?php |
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/** |
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* @copyright Copyright (c) 2021, Matias De lellis <[email protected]> |
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* |
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* @author Matias De lellis <[email protected]> |
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* |
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* @license GNU AGPL version 3 or any later version |
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* |
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* This program is free software: you can redistribute it and/or modify |
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* it under the terms of the GNU Affero General Public License as |
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* published by the Free Software Foundation, either version 3 of the |
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* License, or (at your option) any later version. |
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* |
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* This program is distributed in the hope that it will be useful, |
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* but WITHOUT ANY WARRANTY; without even the implied warranty of |
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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* GNU Affero General Public License for more details. |
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* |
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* You should have received a copy of the GNU Affero General Public License |
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* along with this program. If not, see <http://www.gnu.org/licenses/>. |
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* |
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*/ |
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namespace OCA\FaceRecognition\Model\ExternalModel; |
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use OCA\FaceRecognition\Service\SettingsService; |
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use OCA\FaceRecognition\Model\IModel; |
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class ExternalModel implements IModel { |
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/* |
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* Model description |
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*/ |
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const FACE_MODEL_ID = 5; |
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const FACE_MODEL_NAME = 'ExternalModel'; |
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const FACE_MODEL_DESC = 'External model to separate image processing from the web server'; |
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const FACE_MODEL_DOC = 'https://github.com/matiasdelellis/facerecognition-external-model#run-service'; |
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/** This model practically does not consume memory. Directly set the limits. */ |
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const MINIMUM_MEMORY_REQUIREMENTS = 128 * 1024 * 1024; |
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/** @var String|null model api endpoint */ |
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private $modelUrl = null; |
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/** @var String|null model api key */ |
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private $modelApiKey = null; |
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/** @var String|null preferred mimetype */ |
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private $preferredMimetype = null; |
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/** @var int maximun image area */ |
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private $maximumImageArea = -1; |
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/** @var SettingsService */ |
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private $settingsService; |
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/** |
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* ExternalModel __construct. |
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* |
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* @param SettingsService $settingsService |
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*/ |
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public function __construct(SettingsService $settingsService) |
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{ |
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$this->settingsService = $settingsService; |
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} |
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public function getId(): int { |
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return static::FACE_MODEL_ID; |
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} |
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public function getName(): string { |
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return static::FACE_MODEL_NAME; |
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} |
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public function getDescription(): string { |
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return static::FACE_MODEL_DESC; |
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} |
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public function getDocumentation(): string { |
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return static::FACE_MODEL_DOC; |
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} |
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public function isInstalled(): bool { |
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$this->modelUrl = $this->settingsService->getExternalModelUrl(); |
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$this->modelApiKey = $this->settingsService->getExternalModelApiKey(); |
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return !is_null($this->modelUrl) && !is_null($this->modelApiKey); |
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} |
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public function meetDependencies(string &$error_message): bool { |
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if (is_null($this->settingsService->getExternalModelUrl())) { |
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$error_message = "You still need to configure the URL of the service running the model."; |
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return false; |
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} |
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if (is_null($this->settingsService->getExternalModelApiKey())) { |
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$error_message = "You still need to configure the API KEY of the service running the model."; |
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return false; |
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} |
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return true; |
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} |
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public function getMaximumArea(): int { |
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if ($this->maximumImageArea < 0) { |
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throw new \Exception('It seems that the model did not open correctly'); |
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} |
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return $this->maximumImageArea; |
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} |
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public function getPreferredMimeType(): string { |
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if (is_null($this->preferredMimetype)) { |
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throw new \Exception('It seems that the model did not open correctly'); |
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} |
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return $this->preferredMimetype; |
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} |
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/** |
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* @return void |
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*/ |
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public function install() { |
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$this->open(); |
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return; |
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} |
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/** |
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* @return void |
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*/ |
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public function open() { |
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$this->modelUrl = $this->settingsService->getExternalModelUrl(); |
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$this->modelApiKey = $this->settingsService->getExternalModelApiKey(); |
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$ch = curl_init(); |
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if ($ch === false) { |
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throw new \Exception('Curl error: unable to initialize curl'); |
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} |
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curl_setopt($ch, CURLOPT_URL, $this->modelUrl . '/open'); |
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curl_setopt($ch, CURLOPT_HTTPHEADER, ['x-api-key: ' . $this->modelApiKey]); |
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curl_setopt($ch, CURLOPT_RETURNTRANSFER, true); |
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$response = curl_exec($ch); |
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if (is_bool($response)) { |
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throw new \Exception('Cannot connect to external model: ' . curl_error($ch)); |
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} |
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$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE); |
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if ($httpCode !== 200) { |
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throw new \Exception('Can\'t connect with external model. HTTP status code: ' . $httpCode); |
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} |
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$jsonResponse = json_decode($response, true); |
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$this->maximumImageArea = intval($jsonResponse['maximum_area']); |
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$this->preferredMimetype = $jsonResponse['preferred_mimetype']; |
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curl_close($ch); |
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} |
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public function detectFaces(string $imagePath, bool $compute = true): array { |
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$ch = curl_init(); |
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if ($ch === false) { |
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throw new \Exception('Curl error: unable to initialize curl'); |
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} |
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$cFile = curl_file_create($imagePath); |
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$post = array('file'=> $cFile); |
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curl_setopt($ch, CURLOPT_URL, $this->modelUrl . '/detect'); |
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curl_setopt($ch, CURLOPT_POST, true); |
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curl_setopt($ch, CURLOPT_POSTFIELDS, $post); |
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curl_setopt($ch, CURLOPT_HTTPHEADER, ['x-api-key: ' . $this->modelApiKey]); |
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curl_setopt($ch, CURLOPT_RETURNTRANSFER, true); |
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$response = curl_exec($ch); |
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if (is_bool($response)) { |
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throw new \Exception('External model dont response: ' . curl_error($ch)); |
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} |
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curl_close($ch); |
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$jsonResponse = json_decode($response, true); |
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if ($jsonResponse['faces-count'] == 0) |
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return []; |
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return $jsonResponse['faces']; |
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} |
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public function compute(string $imagePath, array $face): array { |
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$ch = curl_init(); |
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if ($ch === false) { |
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throw new \Exception('Curl error: unable to initialize curl'); |
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} |
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$cFile = curl_file_create($imagePath, $this->preferredMimetype, basename($imagePath)); |
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$post = [ |
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'file' => $cFile, |
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'face' => json_encode($face), |
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]; |
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curl_setopt($ch, CURLOPT_URL, $this->modelUrl . '/compute'); |
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curl_setopt($ch, CURLOPT_POST, true); |
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curl_setopt($ch, CURLOPT_POSTFIELDS, $post); |
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curl_setopt($ch, CURLOPT_HTTPHEADER, ['x-api-key:' . $this->modelApiKey]); |
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curl_setopt($ch, CURLOPT_RETURNTRANSFER, true); |
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$response = curl_exec($ch); |
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if (is_bool($response)) { |
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throw new \Exception('External model dont response: ' . curl_error($ch)); |
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} |
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curl_close($ch); |
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$jsonResponse = json_decode($response, true); |
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return $jsonResponse['face']; |
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} |
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} |
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