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<?php |
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/** |
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* Platine ETL |
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* |
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* Platine ETL is a library to Extract-Transform-Load Data from various sources |
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* |
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* This content is released under the MIT License (MIT) |
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* |
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* Copyright (c) 2020 Platine ETL |
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* Copyright (c) 2019 Benoit POLASZEK |
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* |
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* Permission is hereby granted, free of charge, to any person obtaining a copy |
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* of this software and associated documentation files (the "Software"), to deal |
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* in the Software without restriction, including without limitation the rights |
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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* copies of the Software, and to permit persons to whom the Software is |
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* furnished to do so, subject to the following conditions: |
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* |
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* The above copyright notice and this permission notice shall be included in all |
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* copies or substantial portions of the Software. |
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* |
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
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* SOFTWARE. |
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*/ |
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declare(strict_types=1); |
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namespace Platine\Etl; |
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use EmptyIterator; |
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use Exception; |
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use Generator; |
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use Platine\Etl\Event\BaseEvent; |
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use Platine\Etl\Event\EndEvent; |
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use Platine\Etl\Event\FlushEvent; |
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use Platine\Etl\Event\ItemEvent; |
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use Platine\Etl\Event\ItemExceptionEvent; |
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use Platine\Etl\Event\RollbackEvent; |
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use Platine\Etl\Event\StartEvent; |
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use Platine\Etl\Exception\EtlException; |
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use Platine\Etl\Loader\NullLoader; |
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use Platine\Event\Dispatcher; |
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use Platine\Event\DispatcherInterface; |
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use Throwable; |
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/** |
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* @class Etl |
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* @package Platine\Etl |
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*/ |
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class Etl |
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{ |
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/** |
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* @var callable|null |
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*/ |
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protected $extract = null; |
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/** |
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* Used to transform data |
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* @var callable|null |
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*/ |
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protected $transform = null; |
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/** |
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* Used to initialize loader |
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* @var callable|null |
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*/ |
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protected $init = null; |
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/** |
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* The loader |
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* @var callable |
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*/ |
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protected $load; |
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/** |
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* @var callable|null |
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*/ |
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protected $flush = null; |
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/** |
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* @var callable|null |
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*/ |
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protected $rollback = null; |
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/** |
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* Total to flush |
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* @var int|null |
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*/ |
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protected ?int $flushCount = null; |
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/** |
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* Whether to flush data |
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* @var bool |
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*/ |
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protected bool $isFlush = false; |
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/** |
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* Whether to skip data |
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* @var bool |
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*/ |
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protected bool $isSkip = false; |
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/** |
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* Whether to stop processing data |
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* @var bool |
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*/ |
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protected bool $isStop = false; |
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/** |
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* Whether to rollback data |
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* @var bool |
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*/ |
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protected bool $isRollback = false; |
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/** |
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* The event dispatcher |
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* @var DispatcherInterface |
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*/ |
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protected DispatcherInterface $dispatcher; |
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/** |
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* Additional options |
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* @var array<string, mixed> |
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*/ |
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protected array $options = []; |
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/** |
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* Create new instance |
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* @param callable|null $extract |
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* @param callable|null $transform |
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* @param callable|null $init |
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* @param callable|null $load |
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* @param callable|null $flush |
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* @param callable|null $rollback |
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* @param int|null $flushCount |
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* @param DispatcherInterface|null $dispatcher |
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*/ |
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public function __construct( |
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?callable $extract = null, |
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?callable $transform = null, |
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?callable $init = null, |
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?callable $load = null, |
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?callable $flush = null, |
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?callable $rollback = null, |
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?int $flushCount = null, |
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?DispatcherInterface $dispatcher = null |
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) { |
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$this->extract = $extract; |
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$this->transform = $transform ?? $this->defaultTransformer(); |
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$this->init = $init; |
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if ($load === null) { |
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$nullLoader = new NullLoader(); |
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$load = [$nullLoader, 'load']; |
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} |
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$this->load = $load; |
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$this->flush = $flush; |
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$this->rollback = $rollback; |
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$this->flushCount = $flushCount !== null ? max(1, $flushCount) : null; |
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$this->dispatcher = $dispatcher ?? new Dispatcher(); |
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} |
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/** |
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* Return the additional options |
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* @return array<string, mixed> |
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*/ |
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public function getOptions(): array |
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{ |
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return $this->options; |
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} |
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/** |
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* Set the additional options |
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* @param array<string, mixed> $options |
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* @return $this |
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*/ |
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public function setOptions(array $options): self |
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{ |
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$this->options = $options; |
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return $this; |
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} |
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/** |
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* Run the ETL on the given input. |
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* @param mixed|null $data |
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* @param array<string, mixed> $options additional options |
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* @return void |
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*/ |
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public function process($data = null, array $options = []): void |
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{ |
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if (count($options) > 0) { |
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$this->options = $options; |
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} |
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$flushCounter = 0; |
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$totalCounter = 0; |
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$this->start(); |
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foreach ($this->extract($data) as $key => $item) { |
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if ($this->isSkip) { |
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$this->skip($item, $key); |
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continue; |
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} |
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if ($this->isStop) { |
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$this->stop($item, $key); |
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break; |
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} |
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$transformed = $this->transform($item, $key); |
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if ($this->isSkip) { |
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$this->skip($item, $key); |
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continue; |
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} |
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if ($this->isStop) { |
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$this->stop($item, $key); |
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break; |
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} |
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$flushCounter++; |
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$totalCounter++; |
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if ($totalCounter === 1) { |
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$this->initLoader($item, $key); |
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} |
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$needFlush = ($this->flushCount === null ? false : (($totalCounter % $this->flushCount) === 0)); |
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$this->load($transformed(), $item, $key, $needFlush, $flushCounter, $totalCounter); |
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} |
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$this->end($flushCounter, $totalCounter); |
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} |
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/** |
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* Ask the ETl to stop. |
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* @param bool $isRollback if the loader should rollback instead of flushing. |
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* @return void |
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*/ |
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public function stopProcess(bool $isRollback = false): void |
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{ |
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$this->isStop = true; |
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$this->isRollback = $isRollback; |
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} |
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/** |
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* Mark the current item to be skipped. |
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* @return void |
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*/ |
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public function skipCurrentItem(): void |
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{ |
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$this->isSkip = true; |
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} |
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/** |
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* Ask the loader to trigger flush ASAP. |
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* @return void |
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*/ |
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public function triggerFlush(): void |
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{ |
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$this->isFlush = true; |
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} |
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/** |
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* Process item skip. |
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* @param mixed $item |
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* @param int|string $key |
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* @return void |
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*/ |
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protected function skip($item, $key): void |
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{ |
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$this->isSkip = false; |
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$this->dispatcher->dispatch(new ItemEvent(BaseEvent::SKIP, $item, $key, $this)); |
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} |
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/** |
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* @param mixed $item |
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* @param int|string $key |
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* @return void |
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*/ |
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protected function stop($item, $key): void |
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{ |
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$this->dispatcher->dispatch(new ItemEvent(BaseEvent::STOP, $item, $key, $this)); |
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} |
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/** |
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* Start processing |
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* @return void |
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*/ |
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protected function start(): void |
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{ |
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$this->reset(); |
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$this->dispatcher->dispatch(new StartEvent($this)); |
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} |
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/** |
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* reset ETL |
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* @return void |
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*/ |
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protected function reset(): void |
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{ |
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$this->isFlush = false; |
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$this->isSkip = false; |
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$this->isRollback = false; |
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$this->isStop = false; |
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} |
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/** |
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316
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* Extract data. |
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317
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* @param mixed $data |
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318
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* @return iterable<int|string, mixed> |
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319
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*/ |
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320
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protected function extract($data): iterable |
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321
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{ |
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322
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$items = $this->extract === null ? $data : ($this->extract)($data, $this, $this->options); |
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323
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if ($items === null) { |
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$items = new EmptyIterator(); |
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325
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} |
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326
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327
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if (is_iterable($items) === false) { |
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throw new EtlException('Could not extract data'); |
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} |
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331
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try { |
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foreach ($items as $key => $item) { |
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try { |
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$this->isSkip = false; |
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$this->dispatcher->dispatch(new ItemEvent(BaseEvent::EXTRACT, $item, $key, $this)); |
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yield $key => $item; |
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} catch (Exception $e) { |
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continue; |
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339
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} |
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340
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} |
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341
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} catch (Throwable $e) { |
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342
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/** @var ItemExceptionEvent $event */ |
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343
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$event = $this->dispatcher->dispatch( |
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344
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new ItemExceptionEvent(BaseEvent::EXTRACT_EXCEPTION, $item ?? null, $key ?? null, $this, $e) |
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345
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); |
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347
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if ($event->shouldThrowException()) { |
|
348
|
|
|
throw $e; |
|
349
|
|
|
} |
|
350
|
|
|
} |
|
351
|
|
|
} |
|
352
|
|
|
|
|
353
|
|
|
/** |
|
354
|
|
|
* Transform data. |
|
355
|
|
|
* @param mixed $item |
|
356
|
|
|
* @param int|string $key |
|
357
|
|
|
* @return callable |
|
358
|
|
|
*/ |
|
359
|
|
|
protected function transform($item, $key): callable |
|
360
|
|
|
{ |
|
361
|
|
|
$tranformed = ($this->transform)($item, $key, $this, $this->options); |
|
362
|
|
|
if (!$tranformed instanceof Generator) { |
|
363
|
|
|
throw new EtlException('The transformer must return a generator'); |
|
364
|
|
|
} |
|
365
|
|
|
|
|
366
|
|
|
$output = []; |
|
367
|
|
|
try { |
|
368
|
|
|
foreach ($tranformed as $key => $value) { |
|
|
|
|
|
|
369
|
|
|
$output[] = [$key, $value]; |
|
370
|
|
|
} |
|
371
|
|
|
$this->dispatcher->dispatch(new ItemEvent(BaseEvent::TRANSFORM, $item, $key, $this)); |
|
|
|
|
|
|
372
|
|
|
} catch (Exception $e) { |
|
373
|
|
|
/** @var ItemExceptionEvent $event */ |
|
374
|
|
|
$event = $this->dispatcher->dispatch( |
|
375
|
|
|
new ItemExceptionEvent(BaseEvent::TRANSFORM_EXCEPTION, $item ?? null, $key ?? null, $this, $e) |
|
|
|
|
|
|
376
|
|
|
); |
|
377
|
|
|
|
|
378
|
|
|
if ($event->shouldThrowException()) { |
|
379
|
|
|
throw $e; |
|
380
|
|
|
} |
|
381
|
|
|
} |
|
382
|
|
|
|
|
383
|
|
|
return static function () use ($output) { |
|
384
|
|
|
foreach ($output as [$key, $value]) { |
|
385
|
|
|
yield $key => $value; |
|
386
|
|
|
} |
|
387
|
|
|
}; |
|
388
|
|
|
} |
|
389
|
|
|
|
|
390
|
|
|
/** |
|
391
|
|
|
* Init the loader on the 1st item. |
|
392
|
|
|
* @param mixed $item |
|
393
|
|
|
* @param int|string $key |
|
394
|
|
|
* @return void |
|
395
|
|
|
*/ |
|
396
|
|
|
protected function initLoader($item, $key): void |
|
397
|
|
|
{ |
|
398
|
|
|
$this->dispatcher->dispatch(new ItemEvent(BaseEvent::LOADER_INIT, $item, $key, $this)); |
|
399
|
|
|
if ($this->init === null) { |
|
400
|
|
|
return; |
|
401
|
|
|
} |
|
402
|
|
|
|
|
403
|
|
|
($this->init)($this->options); |
|
404
|
|
|
} |
|
405
|
|
|
|
|
406
|
|
|
/** |
|
407
|
|
|
* Load data. |
|
408
|
|
|
* @param iterable<int|string, mixed> $data |
|
409
|
|
|
* @param mixed $item |
|
410
|
|
|
* @param int|string $key |
|
411
|
|
|
* @param bool $flush |
|
412
|
|
|
* @param int $flushCounter |
|
413
|
|
|
* @param int $totalCounter |
|
414
|
|
|
* @return void |
|
415
|
|
|
*/ |
|
416
|
|
|
protected function load( |
|
417
|
|
|
iterable $data, |
|
418
|
|
|
$item, |
|
419
|
|
|
$key, |
|
420
|
|
|
bool $flush, |
|
421
|
|
|
int &$flushCounter, |
|
422
|
|
|
int &$totalCounter |
|
423
|
|
|
): void { |
|
424
|
|
|
try { |
|
425
|
|
|
($this->load)($data, $key, $this); |
|
426
|
|
|
$this->dispatcher->dispatch(new ItemEvent(BaseEvent::LOAD, $item, $key, $this)); |
|
427
|
|
|
} catch (Throwable $e) { |
|
428
|
|
|
/** @var ItemExceptionEvent $event */ |
|
429
|
|
|
$event = $this->dispatcher->dispatch( |
|
430
|
|
|
new ItemExceptionEvent(BaseEvent::LOAD_EXCEPTION, $item ?? null, $key, $this, $e) |
|
431
|
|
|
); |
|
432
|
|
|
|
|
433
|
|
|
if ($event->shouldThrowException()) { |
|
434
|
|
|
throw $e; |
|
435
|
|
|
} |
|
436
|
|
|
|
|
437
|
|
|
$flushCounter--; |
|
438
|
|
|
$totalCounter--; |
|
439
|
|
|
} |
|
440
|
|
|
|
|
441
|
|
|
$needFlush = $this->isFlush || $flush; |
|
442
|
|
|
if ($needFlush) { |
|
443
|
|
|
$this->flush($flushCounter, true); |
|
444
|
|
|
} |
|
445
|
|
|
} |
|
446
|
|
|
|
|
447
|
|
|
/** |
|
448
|
|
|
* Flush element |
|
449
|
|
|
* @param int $flushCounter |
|
450
|
|
|
* @param bool $partial |
|
451
|
|
|
* @return void |
|
452
|
|
|
*/ |
|
453
|
|
|
protected function flush(int &$flushCounter, bool $partial): void |
|
454
|
|
|
{ |
|
455
|
|
|
if ($this->flush === null) { |
|
456
|
|
|
return; |
|
457
|
|
|
} |
|
458
|
|
|
($this->flush)($partial); |
|
459
|
|
|
$this->dispatcher->dispatch(new FlushEvent($this, $flushCounter, $partial)); |
|
460
|
|
|
$flushCounter = 0; |
|
461
|
|
|
$this->isFlush = false; |
|
462
|
|
|
} |
|
463
|
|
|
|
|
464
|
|
|
/** |
|
465
|
|
|
* Restore loader's initial state. |
|
466
|
|
|
* @param int $flushCounter |
|
467
|
|
|
* @return void |
|
468
|
|
|
*/ |
|
469
|
|
|
protected function rollback(int &$flushCounter): void |
|
470
|
|
|
{ |
|
471
|
|
|
if ($this->rollback === null) { |
|
472
|
|
|
return; |
|
473
|
|
|
} |
|
474
|
|
|
($this->rollback)(); |
|
475
|
|
|
$this->dispatcher->dispatch(new RollbackEvent($this, $flushCounter)); |
|
476
|
|
|
$flushCounter = 0; |
|
477
|
|
|
} |
|
478
|
|
|
|
|
479
|
|
|
/** |
|
480
|
|
|
* Process the end of the ETL. |
|
481
|
|
|
* @param int $flushCounter |
|
482
|
|
|
* @param int $totalCounter |
|
483
|
|
|
* @return void |
|
484
|
|
|
*/ |
|
485
|
|
|
protected function end(int $flushCounter, int $totalCounter): void |
|
486
|
|
|
{ |
|
487
|
|
|
if ($this->isRollback) { |
|
488
|
|
|
$this->rollback($flushCounter); |
|
489
|
|
|
$totalCounter = max(0, $totalCounter - $flushCounter); |
|
490
|
|
|
} else { |
|
491
|
|
|
$this->flush($flushCounter, false); |
|
492
|
|
|
} |
|
493
|
|
|
$this->dispatcher->dispatch(new EndEvent($this, (int) $totalCounter)); |
|
494
|
|
|
$this->reset(); |
|
495
|
|
|
} |
|
496
|
|
|
|
|
497
|
|
|
/** |
|
498
|
|
|
* The default transformer to use if none is set |
|
499
|
|
|
* @return callable |
|
500
|
|
|
*/ |
|
501
|
|
|
protected function defaultTransformer(): callable |
|
502
|
|
|
{ |
|
503
|
|
|
return function ($item, $key): Generator { |
|
504
|
|
|
yield $key => $item; |
|
505
|
|
|
}; |
|
506
|
|
|
} |
|
507
|
|
|
} |
|
508
|
|
|
|