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vendor/doctrine/orm/docs/en/reference/batch-processing.rst
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vendor/doctrine/orm/docs/en/reference/batch-processing.rst
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Batch Processing
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================
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This chapter shows you how to accomplish bulk inserts, updates and
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deletes with Doctrine in an efficient way. The main problem with
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bulk operations is usually not to run out of memory and this is
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especially what the strategies presented here provide help with.
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.. warning::
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An ORM tool is not primarily well-suited for mass
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inserts, updates or deletions. Every RDBMS has its own, most
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effective way of dealing with such operations and if the options
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outlined below are not sufficient for your purposes we recommend
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you use the tools for your particular RDBMS for these bulk
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operations.
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Bulk Inserts
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------------
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Bulk inserts in Doctrine are best performed in batches, taking
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advantage of the transactional write-behind behavior of an
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``EntityManager``. The following code shows an example for
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inserting 10000 objects with a batch size of 20. You may need to
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experiment with the batch size to find the size that works best for
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you. Larger batch sizes mean more prepared statement reuse
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internally but also mean more work during ``flush``.
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.. code-block:: php
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<?php
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$batchSize = 20;
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for ($i = 1; $i <= 10000; ++$i) {
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$user = new CmsUser;
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$user->setStatus('user');
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$user->setUsername('user' . $i);
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$user->setName('Mr.Smith-' . $i);
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$em->persist($user);
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if (($i % $batchSize) === 0) {
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$em->flush();
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$em->clear(); // Detaches all objects from Doctrine!
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}
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}
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$em->flush(); //Persist objects that did not make up an entire batch
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$em->clear();
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Bulk Updates
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------------
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There are 2 possibilities for bulk updates with Doctrine.
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DQL UPDATE
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~~~~~~~~~~
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The by far most efficient way for bulk updates is to use a DQL
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UPDATE query. Example:
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.. code-block:: php
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<?php
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$q = $em->createQuery('update MyProject\Model\Manager m set m.salary = m.salary * 0.9');
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$numUpdated = $q->execute();
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Iterating results
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~~~~~~~~~~~~~~~~~
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An alternative solution for bulk updates is to use the
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``Query#iterate()`` facility to iterate over the query results step
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by step instead of loading the whole result into memory at once.
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The following example shows how to do this, combining the iteration
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with the batching strategy that was already used for bulk inserts:
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.. code-block:: php
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<?php
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$batchSize = 20;
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$i = 0;
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$q = $em->createQuery('select u from MyProject\Model\User u');
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$iterableResult = $q->iterate();
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foreach ($iterableResult as $row) {
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$user = $row[0];
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$user->increaseCredit();
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$user->calculateNewBonuses();
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if (($i % $batchSize) === 0) {
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$em->flush(); // Executes all updates.
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$em->clear(); // Detaches all objects from Doctrine!
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}
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++$i;
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}
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$em->flush();
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.. note::
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Iterating results is not possible with queries that
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fetch-join a collection-valued association. The nature of such SQL
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result sets is not suitable for incremental hydration.
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.. note::
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Results may be fully buffered by the database client/ connection allocating
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additional memory not visible to the PHP process. For large sets this
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may easily kill the process for no apparant reason.
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Bulk Deletes
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------------
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There are two possibilities for bulk deletes with Doctrine. You can
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either issue a single DQL DELETE query or you can iterate over
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results removing them one at a time.
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DQL DELETE
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~~~~~~~~~~
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The by far most efficient way for bulk deletes is to use a DQL
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DELETE query.
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Example:
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.. code-block:: php
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<?php
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$q = $em->createQuery('delete from MyProject\Model\Manager m where m.salary > 100000');
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$numDeleted = $q->execute();
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Iterating results
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~~~~~~~~~~~~~~~~~
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An alternative solution for bulk deletes is to use the
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``Query#iterate()`` facility to iterate over the query results step
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by step instead of loading the whole result into memory at once.
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The following example shows how to do this:
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.. code-block:: php
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<?php
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$batchSize = 20;
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$i = 0;
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$q = $em->createQuery('select u from MyProject\Model\User u');
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$iterableResult = $q->iterate();
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while (($row = $iterableResult->next()) !== false) {
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$em->remove($row[0]);
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if (($i % $batchSize) === 0) {
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$em->flush(); // Executes all deletions.
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$em->clear(); // Detaches all objects from Doctrine!
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}
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++$i;
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}
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$em->flush();
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.. note::
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Iterating results is not possible with queries that
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fetch-join a collection-valued association. The nature of such SQL
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result sets is not suitable for incremental hydration.
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Iterating Large Results for Data-Processing
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-------------------------------------------
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You can use the ``iterate()`` method just to iterate over a large
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result and no UPDATE or DELETE intention. The ``IterableResult``
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instance returned from ``$query->iterate()`` implements the
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Iterator interface so you can process a large result without memory
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problems using the following approach:
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.. code-block:: php
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<?php
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$q = $this->_em->createQuery('select u from MyProject\Model\User u');
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$iterableResult = $q->iterate();
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foreach ($iterableResult as $row) {
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// do stuff with the data in the row, $row[0] is always the object
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// detach from Doctrine, so that it can be Garbage-Collected immediately
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$this->_em->detach($row[0]);
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}
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.. note::
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Iterating results is not possible with queries that
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fetch-join a collection-valued association. The nature of such SQL
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result sets is not suitable for incremental hydration.
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