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326 lines
11 KiB
Plaintext
===========================
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Writing database migrations
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===========================
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This document explains how to structure and write database migrations for
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different scenarios you might encounter. For introductory material on
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migrations, see :doc:`the topic guide </topics/migrations>`.
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.. _data-migrations-and-multiple-databases:
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Data migrations and multiple databases
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======================================
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When using multiple databases, you may need to figure out whether or not to
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run a migration against a particular database. For example, you may want to
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**only** run a migration on a particular database.
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In order to do that you can check the database connection's alias inside a
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``RunPython`` operation by looking at the ``schema_editor.connection.alias``
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attribute::
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from django.db import migrations
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def forwards(apps, schema_editor):
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if schema_editor.connection.alias != 'default':
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return
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# Your migration code goes here
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class Migration(migrations.Migration):
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dependencies = [
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# Dependencies to other migrations
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]
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operations = [
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migrations.RunPython(forwards),
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]
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You can also provide hints that will be passed to the :meth:`allow_migrate()`
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method of database routers as ``**hints``:
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.. code-block:: python
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:caption: myapp/dbrouters.py
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class MyRouter:
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def allow_migrate(self, db, app_label, model_name=None, **hints):
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if 'target_db' in hints:
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return db == hints['target_db']
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return True
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Then, to leverage this in your migrations, do the following::
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from django.db import migrations
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def forwards(apps, schema_editor):
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# Your migration code goes here
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...
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class Migration(migrations.Migration):
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dependencies = [
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# Dependencies to other migrations
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]
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operations = [
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migrations.RunPython(forwards, hints={'target_db': 'default'}),
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]
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If your ``RunPython`` or ``RunSQL`` operation only affects one model, it's good
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practice to pass ``model_name`` as a hint to make it as transparent as possible
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to the router. This is especially important for reusable and third-party apps.
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Migrations that add unique fields
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=================================
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Applying a "plain" migration that adds a unique non-nullable field to a table
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with existing rows will raise an error because the value used to populate
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existing rows is generated only once, thus breaking the unique constraint.
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Therefore, the following steps should be taken. In this example, we'll add a
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non-nullable :class:`~django.db.models.UUIDField` with a default value. Modify
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the respective field according to your needs.
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* Add the field on your model with ``default=uuid.uuid4`` and ``unique=True``
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arguments (choose an appropriate default for the type of the field you're
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adding).
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* Run the :djadmin:`makemigrations` command. This should generate a migration
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with an ``AddField`` operation.
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* Generate two empty migration files for the same app by running
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``makemigrations myapp --empty`` twice. We've renamed the migration files to
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give them meaningful names in the examples below.
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* Copy the ``AddField`` operation from the auto-generated migration (the first
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of the three new files) to the last migration, change ``AddField`` to
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``AlterField``, and add imports of ``uuid`` and ``models``. For example:
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.. code-block:: python
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:caption: 0006_remove_uuid_null.py
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# Generated by Django A.B on YYYY-MM-DD HH:MM
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from django.db import migrations, models
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import uuid
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class Migration(migrations.Migration):
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dependencies = [
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('myapp', '0005_populate_uuid_values'),
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]
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operations = [
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migrations.AlterField(
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model_name='mymodel',
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name='uuid',
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field=models.UUIDField(default=uuid.uuid4, unique=True),
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),
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]
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* Edit the first migration file. The generated migration class should look
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similar to this:
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.. code-block:: python
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:caption: 0004_add_uuid_field.py
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class Migration(migrations.Migration):
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dependencies = [
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('myapp', '0003_auto_20150129_1705'),
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]
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operations = [
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migrations.AddField(
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model_name='mymodel',
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name='uuid',
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field=models.UUIDField(default=uuid.uuid4, unique=True),
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),
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]
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Change ``unique=True`` to ``null=True`` -- this will create the intermediary
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null field and defer creating the unique constraint until we've populated
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unique values on all the rows.
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* In the first empty migration file, add a
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:class:`~django.db.migrations.operations.RunPython` or
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:class:`~django.db.migrations.operations.RunSQL` operation to generate a
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unique value (UUID in the example) for each existing row. Also add an import
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of ``uuid``. For example:
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.. code-block:: python
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:caption: 0005_populate_uuid_values.py
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# Generated by Django A.B on YYYY-MM-DD HH:MM
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from django.db import migrations
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import uuid
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def gen_uuid(apps, schema_editor):
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MyModel = apps.get_model('myapp', 'MyModel')
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for row in MyModel.objects.all():
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row.uuid = uuid.uuid4()
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row.save(update_fields=['uuid'])
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class Migration(migrations.Migration):
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dependencies = [
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('myapp', '0004_add_uuid_field'),
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]
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operations = [
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# omit reverse_code=... if you don't want the migration to be reversible.
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migrations.RunPython(gen_uuid, reverse_code=migrations.RunPython.noop),
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]
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* Now you can apply the migrations as usual with the :djadmin:`migrate` command.
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Note there is a race condition if you allow objects to be created while this
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migration is running. Objects created after the ``AddField`` and before
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``RunPython`` will have their original ``uuid``’s overwritten.
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.. _non-atomic-migrations:
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Non-atomic migrations
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~~~~~~~~~~~~~~~~~~~~~
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On databases that support DDL transactions (SQLite and PostgreSQL), migrations
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will run inside a transaction by default. For use cases such as performing data
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migrations on large tables, you may want to prevent a migration from running in
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a transaction by setting the ``atomic`` attribute to ``False``::
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from django.db import migrations
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class Migration(migrations.Migration):
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atomic = False
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Within such a migration, all operations are run without a transaction. It's
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possible to execute parts of the migration inside a transaction using
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:func:`~django.db.transaction.atomic()` or by passing ``atomic=True`` to
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``RunPython``.
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Here's an example of a non-atomic data migration that updates a large table in
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smaller batches::
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import uuid
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from django.db import migrations, transaction
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def gen_uuid(apps, schema_editor):
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MyModel = apps.get_model('myapp', 'MyModel')
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while MyModel.objects.filter(uuid__isnull=True).exists():
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with transaction.atomic():
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for row in MyModel.objects.filter(uuid__isnull=True)[:1000]:
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row.uuid = uuid.uuid4()
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row.save()
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class Migration(migrations.Migration):
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atomic = False
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operations = [
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migrations.RunPython(gen_uuid),
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]
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The ``atomic`` attribute doesn't have an effect on databases that don't support
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DDL transactions (e.g. MySQL, Oracle).
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Controlling the order of migrations
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===================================
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Django determines the order in which migrations should be applied not by the
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filename of each migration, but by building a graph using two properties on the
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``Migration`` class: ``dependencies`` and ``run_before``.
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If you've used the :djadmin:`makemigrations` command you've probably
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already seen ``dependencies`` in action because auto-created
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migrations have this defined as part of their creation process.
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The ``dependencies`` property is declared like this::
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from django.db import migrations
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class Migration(migrations.Migration):
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dependencies = [
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('myapp', '0123_the_previous_migration'),
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]
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Usually this will be enough, but from time to time you may need to
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ensure that your migration runs *before* other migrations. This is
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useful, for example, to make third-party apps' migrations run *after*
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your :setting:`AUTH_USER_MODEL` replacement.
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To achieve this, place all migrations that should depend on yours in
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the ``run_before`` attribute on your ``Migration`` class::
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class Migration(migrations.Migration):
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...
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run_before = [
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('third_party_app', '0001_do_awesome'),
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]
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Prefer using ``dependencies`` over ``run_before`` when possible. You should
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only use ``run_before`` if it is undesirable or impractical to specify
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``dependencies`` in the migration which you want to run after the one you are
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writing.
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Migrating data between third-party apps
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=======================================
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You can use a data migration to move data from one third-party application to
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another.
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If you plan to remove the old app later, you'll need to set the ``dependencies``
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property based on whether or not the old app is installed. Otherwise, you'll
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have missing dependencies once you uninstall the old app. Similarly, you'll
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need to catch :exc:`LookupError` in the ``apps.get_model()`` call that
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retrieves models from the old app. This approach allows you to deploy your
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project anywhere without first installing and then uninstalling the old app.
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Here's a sample migration:
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.. code-block:: python
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:caption: myapp/migrations/0124_move_old_app_to_new_app.py
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from django.apps import apps as global_apps
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from django.db import migrations
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def forwards(apps, schema_editor):
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try:
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OldModel = apps.get_model('old_app', 'OldModel')
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except LookupError:
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# The old app isn't installed.
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return
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NewModel = apps.get_model('new_app', 'NewModel')
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NewModel.objects.bulk_create(
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NewModel(new_attribute=old_object.old_attribute)
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for old_object in OldModel.objects.all()
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)
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class Migration(migrations.Migration):
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operations = [
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migrations.RunPython(forwards, migrations.RunPython.noop),
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]
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dependencies = [
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('myapp', '0123_the_previous_migration'),
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('new_app', '0001_initial'),
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]
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if global_apps.is_installed('old_app'):
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dependencies.append(('old_app', '0001_initial'))
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Also consider what you want to happen when the migration is unapplied. You
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could either do nothing (as in the example above) or remove some or all of the
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data from the new application. Adjust the second argument of the
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:mod:`~django.db.migrations.operations.RunPython` operation accordingly.
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Changing an unmanaged model to managed
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======================================
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If you want to change an unmanaged model (:attr:`managed=False
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<django.db.models.Options.managed>`) to managed, you must remove
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``managed=False`` and generate a migration before making other schema-related
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changes to the model, since schema changes that appear in the migration that
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contains the operation to change ``Meta.managed`` may not be applied.
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