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<?php |
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/** |
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* neuralyzer : Data Anonymization Library and CLI Tool |
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* |
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* PHP Version 7.1 |
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* |
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* @author Emmanuel Dyan |
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* @author Rémi Sauvat |
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* @copyright 2018 Emmanuel Dyan |
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* |
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* @package edyan/neuralyzer |
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* |
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* @license GNU General Public License v2.0 |
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* |
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* @link https://github.com/edyan/neuralyzer |
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*/ |
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namespace Edyan\Neuralyzer\Anonymizer; |
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use Edyan\Neuralyzer\Configuration\Reader; |
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use Edyan\Neuralyzer\Exception\NeuralizerConfigurationException; |
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use Edyan\Neuralyzer\ExpressionUtils\UtilsInterface; |
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use Symfony\Component\ExpressionLanguage\ExpressionLanguage; |
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/** |
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* Abstract Anonymizer, that can be implemented as DB Anonymizer for example |
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* Its goal is only to anonymize any data, from a simple array |
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* not to write or read it from anywhere |
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* |
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*/ |
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abstract class AbstractAnonymizer |
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{ |
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/** |
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* Truncate table |
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*/ |
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const TRUNCATE_TABLE = 1; |
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/** |
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* Update data into table |
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*/ |
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const UPDATE_TABLE = 2; |
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/** |
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* Insert data into table |
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*/ |
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const INSERT_TABLE = 4; |
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/** |
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* Tagged services with expression utils in it. |
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*/ |
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private $expressionUtils; |
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/** |
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* Set the batch size for updates |
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* |
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* @var int |
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*/ |
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protected $batchSize = 1000; |
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/** |
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* Contains the configuration object |
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* |
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* @var Reader |
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*/ |
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protected $configuration; |
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/** |
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* Configuration of entities |
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* |
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* @var array |
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*/ |
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protected $configEntites = []; |
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/** |
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* List of used fakers |
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* |
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* @var array |
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*/ |
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protected $fakers = []; |
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/** |
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* Current table (entity) to process |
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* |
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* @var string |
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*/ |
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protected $entity; |
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/** |
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* Current table (entity) Columns |
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* |
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* @var array |
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*/ |
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protected $entityCols; |
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/** |
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* Limit the number of updates or create |
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* |
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* @var int |
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*/ |
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protected $limit = 0; |
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/** |
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* Pretend we do the update, but do nothing |
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* |
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* @var bool |
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*/ |
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protected $pretend = true; |
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/** |
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* Return the generated SQL |
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* |
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* @var bool |
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*/ |
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protected $returnRes = false; |
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/** |
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* Init connection |
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* |
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* @param $expressionUtils |
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*/ |
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public function __construct($expressionUtils) |
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{ |
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$this->expressionUtils = $expressionUtils; |
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} |
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/** |
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* Process the entity according to the anonymizer type |
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* |
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* @param string $entity Entity's name |
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* @param callable|null $callback Callback function with current row num as parameter |
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* |
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* @return array |
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*/ |
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abstract public function processEntity( |
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string $entity, |
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callable $callback = null |
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): array; |
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/** |
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* Set the configuration |
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* |
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* @param Reader $configuration |
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*/ |
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public function setConfiguration(Reader $configuration): void |
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{ |
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$this->configuration = $configuration; |
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$this->configEntites = $configuration->getConfigValues()['entities']; |
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} |
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/** |
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* Limit of fake generated records for updates and creates |
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* |
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* @param int $limit |
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* |
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* @return mixed |
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*/ |
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public function setLimit(int $limit) |
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{ |
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$this->limit = $limit; |
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if ($this->limit < $this->batchSize) { |
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$this->batchSize = $this->limit; |
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} |
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return $this; |
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} |
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/** |
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* Activate or deactivate the pretending mode (dry run) |
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* |
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* @param bool $pretend |
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* |
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* @return mixed |
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*/ |
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public function setPretend(bool $pretend) |
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{ |
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$this->pretend = $pretend; |
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return $this; |
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} |
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/** |
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* Return or not a result (like an SQL Query that has |
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* been generated with fake data) |
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* |
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* @param bool $returnRes |
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* |
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* @return mixed |
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*/ |
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public function setReturnRes(bool $returnRes) |
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{ |
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$this->returnRes = $returnRes; |
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return $this; |
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} |
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/** |
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* Evaluate, from the configuration if I have to update or Truncate the table |
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* |
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* @return int |
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* @throws NeuralizerConfigurationException |
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*/ |
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protected function whatToDoWithEntity(): int |
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{ |
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$this->checkEntityIsInConfig(); |
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$entityConfig = $this->configEntites[$this->entity]; |
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$actions = 0; |
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if (array_key_exists('delete', $entityConfig) && $entityConfig['delete'] === true) { |
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$actions |= self::TRUNCATE_TABLE; |
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} |
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if (array_key_exists('cols', $entityConfig)) { |
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switch ($entityConfig['action']) { |
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case 'update': |
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$actions |= self::UPDATE_TABLE; |
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break; |
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case 'insert': |
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$actions |= self::INSERT_TABLE; |
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break; |
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} |
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} |
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return $actions; |
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} |
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/** |
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* Returns the 'delete_where' parameter for an entity in config (or empty) |
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* |
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* @return string |
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* @throws NeuralizerConfigurationException |
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*/ |
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public function getWhereConditionInConfig(): string |
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{ |
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$this->checkEntityIsInConfig(); |
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if (!array_key_exists('delete_where', $this->configEntites[$this->entity])) { |
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return ''; |
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} |
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return $this->configEntites[$this->entity]['delete_where']; |
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} |
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/** |
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* Generate fake data for an entity and return it as an Array |
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* |
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* @return array |
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* @throws NeuralizerConfigurationException |
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*/ |
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protected function generateFakeData(): array |
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{ |
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$this->checkEntityIsInConfig(); |
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$faker = \Faker\Factory::create($this->configuration->getConfigValues()['language']); |
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$faker->addProvider(new \Edyan\Neuralyzer\Faker\Provider\Base($faker)); |
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$colsInConfig = $this->configEntites[$this->entity]['cols']; |
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$row = []; |
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foreach ($colsInConfig as $colName => $colProps) { |
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$this->checkColIsInEntity($colName); |
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$data = \call_user_func_array( |
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[$faker, $colProps['method']], |
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$colProps['params'] |
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); |
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if (!is_scalar($data)) { |
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$msg = "You must use faker methods that generate strings: '{$colProps['method']}' forbidden"; |
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throw new NeuralizerConfigurationException($msg); |
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} |
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$row[$colName] = trim($data); |
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$colLength = $this->entityCols[$colName]['length']; |
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// Cut the value if too long ... |
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if (!empty($colLength) && \strlen($row[$colName]) > $colLength) { |
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$row[$colName] = substr($row[$colName], 0, $colLength - 1); |
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} |
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} |
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return $row; |
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} |
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/** |
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* Make sure that entity is defined in the configuration |
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* |
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* @throws NeuralizerConfigurationException |
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*/ |
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protected function checkEntityIsInConfig(): void |
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{ |
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if (empty($this->configEntites)) { |
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throw new NeuralizerConfigurationException( |
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'No entities found. Have you loaded a configuration file ?' |
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); |
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} |
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if (!array_key_exists($this->entity, $this->configEntites)) { |
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throw new NeuralizerConfigurationException( |
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"No configuration for that entity ({$this->entity})" |
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); |
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} |
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} |
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/** |
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* Verify a column is defined in the real entityCols |
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* |
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* @throws NeuralizerConfigurationException |
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* |
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* @param string $colName [description] |
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*/ |
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protected function checkColIsInEntity(string $colName): void |
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{ |
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if (!array_key_exists($colName, $this->entityCols)) { |
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throw new NeuralizerConfigurationException("Col $colName does not exist"); |
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} |
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} |
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/** |
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* @param $actions |
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*/ |
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protected function evaluateExpressionUtils($actions) |
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{ |
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$expressionLanguage = new ExpressionLanguage(); |
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$values = []; |
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/** @var UtilsInterface $expressionUtil */ |
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foreach ($this->expressionUtils as $expressionUtil) { |
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$name = $expressionUtil->getName(); |
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foreach ($expressionUtil->getExtraArguments() as $extraArgument) { |
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if (property_exists($this, $extraArgument)) { |
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$func = sprintf('get%s', ucfirst($extraArgument)); |
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$expressionUtil->$extraArgument = $this->$func(); |
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} |
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} |
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$values[$name] = $expressionUtil; |
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} |
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foreach ($actions as $action) { |
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$expressionLanguage->evaluate($action, $values); |
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} |
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} |
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} |
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