1076 lines
40 KiB
Plaintext
1076 lines
40 KiB
Plaintext
=========
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Databases
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=========
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Django officially supports the following databases:
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* :ref:`PostgreSQL <postgresql-notes>`
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* :ref:`MariaDB <mariadb-notes>`
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* :ref:`MySQL <mysql-notes>`
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* :ref:`Oracle <oracle-notes>`
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* :ref:`SQLite <sqlite-notes>`
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There are also a number of :ref:`database backends provided by third parties
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<third-party-notes>`.
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Django attempts to support as many features as possible on all database
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backends. However, not all database backends are alike, and we've had to make
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design decisions on which features to support and which assumptions we can make
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safely.
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This file describes some of the features that might be relevant to Django
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usage. It is not intended as a replacement for server-specific documentation or
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reference manuals.
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General notes
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=============
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.. _persistent-database-connections:
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Persistent connections
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----------------------
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Persistent connections avoid the overhead of re-establishing a connection to
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the database in each request. They're controlled by the
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:setting:`CONN_MAX_AGE` parameter which defines the maximum lifetime of a
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connection. It can be set independently for each database.
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The default value is ``0``, preserving the historical behavior of closing the
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database connection at the end of each request. To enable persistent
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connections, set :setting:`CONN_MAX_AGE` to a positive integer of seconds. For
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unlimited persistent connections, set it to ``None``.
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Connection management
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~~~~~~~~~~~~~~~~~~~~~
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Django opens a connection to the database when it first makes a database
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query. It keeps this connection open and reuses it in subsequent requests.
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Django closes the connection once it exceeds the maximum age defined by
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:setting:`CONN_MAX_AGE` or when it isn't usable any longer.
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In detail, Django automatically opens a connection to the database whenever it
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needs one and doesn't have one already — either because this is the first
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connection, or because the previous connection was closed.
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At the beginning of each request, Django closes the connection if it has
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reached its maximum age. If your database terminates idle connections after
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some time, you should set :setting:`CONN_MAX_AGE` to a lower value, so that
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Django doesn't attempt to use a connection that has been terminated by the
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database server. (This problem may only affect very low traffic sites.)
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At the end of each request, Django closes the connection if it has reached its
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maximum age or if it is in an unrecoverable error state. If any database
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errors have occurred while processing the requests, Django checks whether the
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connection still works, and closes it if it doesn't. Thus, database errors
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affect at most one request; if the connection becomes unusable, the next
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request gets a fresh connection.
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Caveats
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~~~~~~~
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Since each thread maintains its own connection, your database must support at
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least as many simultaneous connections as you have worker threads.
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Sometimes a database won't be accessed by the majority of your views, for
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example because it's the database of an external system, or thanks to caching.
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In such cases, you should set :setting:`CONN_MAX_AGE` to a low value or even
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``0``, because it doesn't make sense to maintain a connection that's unlikely
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to be reused. This will help keep the number of simultaneous connections to
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this database small.
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The development server creates a new thread for each request it handles,
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negating the effect of persistent connections. Don't enable them during
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development.
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When Django establishes a connection to the database, it sets up appropriate
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parameters, depending on the backend being used. If you enable persistent
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connections, this setup is no longer repeated every request. If you modify
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parameters such as the connection's isolation level or time zone, you should
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either restore Django's defaults at the end of each request, force an
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appropriate value at the beginning of each request, or disable persistent
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connections.
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Encoding
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--------
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Django assumes that all databases use UTF-8 encoding. Using other encodings may
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result in unexpected behavior such as "value too long" errors from your
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database for data that is valid in Django. See the database specific notes
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below for information on how to set up your database correctly.
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.. _postgresql-notes:
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PostgreSQL notes
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================
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Django supports PostgreSQL 9.6 and higher. `psycopg2`_ 2.5.4 or higher is
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required, though the latest release is recommended.
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.. _psycopg2: https://www.psycopg.org/
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PostgreSQL connection settings
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-------------------------------
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See :setting:`HOST` for details.
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Optimizing PostgreSQL's configuration
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-------------------------------------
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Django needs the following parameters for its database connections:
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- ``client_encoding``: ``'UTF8'``,
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- ``default_transaction_isolation``: ``'read committed'`` by default,
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or the value set in the connection options (see below),
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- ``timezone``:
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- when :setting:`USE_TZ` is ``True``, ``'UTC'`` by default, or the
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:setting:`TIME_ZONE <DATABASE-TIME_ZONE>` value set for the connection,
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- when :setting:`USE_TZ` is ``False``, the value of the global
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:setting:`TIME_ZONE` setting.
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If these parameters already have the correct values, Django won't set them for
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every new connection, which improves performance slightly. You can configure
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them directly in :file:`postgresql.conf` or more conveniently per database
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user with `ALTER ROLE`_.
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Django will work just fine without this optimization, but each new connection
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will do some additional queries to set these parameters.
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.. _ALTER ROLE: https://www.postgresql.org/docs/current/sql-alterrole.html
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.. _database-isolation-level:
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Isolation level
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---------------
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Like PostgreSQL itself, Django defaults to the ``READ COMMITTED`` `isolation
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level`_. If you need a higher isolation level such as ``REPEATABLE READ`` or
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``SERIALIZABLE``, set it in the :setting:`OPTIONS` part of your database
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configuration in :setting:`DATABASES`::
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import psycopg2.extensions
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DATABASES = {
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# ...
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'OPTIONS': {
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'isolation_level': psycopg2.extensions.ISOLATION_LEVEL_SERIALIZABLE,
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},
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}
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.. note::
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Under higher isolation levels, your application should be prepared to
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handle exceptions raised on serialization failures. This option is
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designed for advanced uses.
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.. _isolation level: https://www.postgresql.org/docs/current/transaction-iso.html
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Indexes for ``varchar`` and ``text`` columns
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--------------------------------------------
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When specifying ``db_index=True`` on your model fields, Django typically
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outputs a single ``CREATE INDEX`` statement. However, if the database type
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for the field is either ``varchar`` or ``text`` (e.g., used by ``CharField``,
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``FileField``, and ``TextField``), then Django will create
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an additional index that uses an appropriate `PostgreSQL operator class`_
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for the column. The extra index is necessary to correctly perform
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lookups that use the ``LIKE`` operator in their SQL, as is done with the
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``contains`` and ``startswith`` lookup types.
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.. _PostgreSQL operator class: https://www.postgresql.org/docs/current/indexes-opclass.html
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Migration operation for adding extensions
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-----------------------------------------
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If you need to add a PostgreSQL extension (like ``hstore``, ``postgis``, etc.)
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using a migration, use the
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:class:`~django.contrib.postgres.operations.CreateExtension` operation.
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.. _postgresql-server-side-cursors:
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Server-side cursors
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-------------------
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When using :meth:`QuerySet.iterator()
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<django.db.models.query.QuerySet.iterator>`, Django opens a :ref:`server-side
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cursor <psycopg2:server-side-cursors>`. By default, PostgreSQL assumes that
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only the first 10% of the results of cursor queries will be fetched. The query
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planner spends less time planning the query and starts returning results
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faster, but this could diminish performance if more than 10% of the results are
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retrieved. PostgreSQL's assumptions on the number of rows retrieved for a
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cursor query is controlled with the `cursor_tuple_fraction`_ option.
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.. _cursor_tuple_fraction: https://www.postgresql.org/docs/current/runtime-config-query.html#GUC-CURSOR-TUPLE-FRACTION
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.. _transaction-pooling-server-side-cursors:
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Transaction pooling and server-side cursors
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Using a connection pooler in transaction pooling mode (e.g. `PgBouncer`_)
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requires disabling server-side cursors for that connection.
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Server-side cursors are local to a connection and remain open at the end of a
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transaction when :setting:`AUTOCOMMIT <DATABASE-AUTOCOMMIT>` is ``True``. A
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subsequent transaction may attempt to fetch more results from a server-side
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cursor. In transaction pooling mode, there's no guarantee that subsequent
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transactions will use the same connection. If a different connection is used,
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an error is raised when the transaction references the server-side cursor,
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because server-side cursors are only accessible in the connection in which they
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were created.
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One solution is to disable server-side cursors for a connection in
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:setting:`DATABASES` by setting :setting:`DISABLE_SERVER_SIDE_CURSORS
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<DATABASE-DISABLE_SERVER_SIDE_CURSORS>` to ``True``.
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To benefit from server-side cursors in transaction pooling mode, you could set
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up :doc:`another connection to the database </topics/db/multi-db>` in order to
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perform queries that use server-side cursors. This connection needs to either
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be directly to the database or to a connection pooler in session pooling mode.
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Another option is to wrap each ``QuerySet`` using server-side cursors in an
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:func:`~django.db.transaction.atomic` block, because it disables ``autocommit``
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for the duration of the transaction. This way, the server-side cursor will only
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live for the duration of the transaction.
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.. _PgBouncer: https://pgbouncer.github.io/
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.. _manually-specified-autoincrement-pk:
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Manually-specifying values of auto-incrementing primary keys
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------------------------------------------------------------
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Django uses PostgreSQL's `SERIAL data type`_ to store auto-incrementing primary
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keys. A ``SERIAL`` column is populated with values from a `sequence`_ that
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keeps track of the next available value. Manually assigning a value to an
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auto-incrementing field doesn't update the field's sequence, which might later
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cause a conflict. For example::
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>>> from django.contrib.auth.models import User
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>>> User.objects.create(username='alice', pk=1)
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<User: alice>
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>>> # The sequence hasn't been updated; its next value is 1.
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>>> User.objects.create(username='bob')
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...
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IntegrityError: duplicate key value violates unique constraint
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"auth_user_pkey" DETAIL: Key (id)=(1) already exists.
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If you need to specify such values, reset the sequence afterwards to avoid
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reusing a value that's already in the table. The :djadmin:`sqlsequencereset`
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management command generates the SQL statements to do that.
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.. _SERIAL data type: https://www.postgresql.org/docs/current/datatype-numeric.html#DATATYPE-SERIAL
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.. _sequence: https://www.postgresql.org/docs/current/sql-createsequence.html
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Test database templates
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-----------------------
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You can use the :setting:`TEST['TEMPLATE'] <TEST_TEMPLATE>` setting to specify
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a `template`_ (e.g. ``'template0'``) from which to create a test database.
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.. _template: https://www.postgresql.org/docs/current/sql-createdatabase.html
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Speeding up test execution with non-durable settings
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----------------------------------------------------
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You can speed up test execution times by `configuring PostgreSQL to be
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non-durable <https://www.postgresql.org/docs/current/non-durability.html>`_.
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.. warning::
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This is dangerous: it will make your database more susceptible to data loss
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or corruption in the case of a server crash or power loss. Only use this on
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a development machine where you can easily restore the entire contents of
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all databases in the cluster.
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.. _mariadb-notes:
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MariaDB notes
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=============
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Django supports MariaDB 10.2 and higher.
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To use MariaDB, use the MySQL backend, which is shared between the two. See the
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:ref:`MySQL notes <mysql-notes>` for more details.
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.. _mysql-notes:
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MySQL notes
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===========
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Version support
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---------------
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Django supports MySQL 5.7 and higher.
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Django's ``inspectdb`` feature uses the ``information_schema`` database, which
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contains detailed data on all database schemas.
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Django expects the database to support Unicode (UTF-8 encoding) and delegates to
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it the task of enforcing transactions and referential integrity. It is important
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to be aware of the fact that the two latter ones aren't actually enforced by
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MySQL when using the MyISAM storage engine, see the next section.
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.. _mysql-storage-engines:
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Storage engines
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---------------
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MySQL has several `storage engines`_. You can change the default storage engine
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in the server configuration.
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MySQL's default storage engine is InnoDB_. This engine is fully transactional
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and supports foreign key references. It's the recommended choice. However, the
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InnoDB autoincrement counter is lost on a MySQL restart because it does not
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remember the ``AUTO_INCREMENT`` value, instead recreating it as "max(id)+1".
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This may result in an inadvertent reuse of :class:`~django.db.models.AutoField`
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values.
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The main drawbacks of MyISAM_ are that it doesn't support transactions or
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enforce foreign-key constraints.
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.. _storage engines: https://dev.mysql.com/doc/refman/en/storage-engines.html
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.. _MyISAM: https://dev.mysql.com/doc/refman/en/myisam-storage-engine.html
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.. _InnoDB: https://dev.mysql.com/doc/refman/en/innodb-storage-engine.html
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.. _mysql-db-api-drivers:
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MySQL DB API Drivers
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--------------------
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MySQL has a couple drivers that implement the Python Database API described in
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:pep:`249`:
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- `mysqlclient`_ is a native driver. It's **the recommended choice**.
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- `MySQL Connector/Python`_ is a pure Python driver from Oracle that does not
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require the MySQL client library or any Python modules outside the standard
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library.
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.. _mysqlclient: https://pypi.org/project/mysqlclient/
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.. _MySQL Connector/Python: https://dev.mysql.com/downloads/connector/python
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These drivers are thread-safe and provide connection pooling.
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In addition to a DB API driver, Django needs an adapter to access the database
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drivers from its ORM. Django provides an adapter for mysqlclient while MySQL
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Connector/Python includes `its own`_.
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.. _its own: https://dev.mysql.com/doc/connector-python/en/connector-python-django-backend.html
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mysqlclient
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~~~~~~~~~~~
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Django requires `mysqlclient`_ 1.4.0 or later.
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MySQL Connector/Python
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~~~~~~~~~~~~~~~~~~~~~~
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MySQL Connector/Python is available from the `download page`_.
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The Django adapter is available in versions 1.1.X and later. It may not
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support the most recent releases of Django.
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.. _download page: https://dev.mysql.com/downloads/connector/python/
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.. _mysql-time-zone-definitions:
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Time zone definitions
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---------------------
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If you plan on using Django's :doc:`timezone support </topics/i18n/timezones>`,
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use `mysql_tzinfo_to_sql`_ to load time zone tables into the MySQL database.
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This needs to be done just once for your MySQL server, not per database.
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.. _mysql_tzinfo_to_sql: https://dev.mysql.com/doc/refman/en/mysql-tzinfo-to-sql.html
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Creating your database
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----------------------
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You can `create your database`_ using the command-line tools and this SQL::
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CREATE DATABASE <dbname> CHARACTER SET utf8;
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This ensures all tables and columns will use UTF-8 by default.
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.. _create your database: https://dev.mysql.com/doc/refman/en/create-database.html
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.. _mysql-collation:
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Collation settings
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~~~~~~~~~~~~~~~~~~
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The collation setting for a column controls the order in which data is sorted
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as well as what strings compare as equal. It can be set on a database-wide
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level and also per-table and per-column. This is `documented thoroughly`_ in
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the MySQL documentation. In all cases, you set the collation by directly
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manipulating the database tables; Django doesn't provide a way to set this on
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the model definition.
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.. _documented thoroughly: https://dev.mysql.com/doc/refman/en/charset.html
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By default, with a UTF-8 database, MySQL will use the
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``utf8_general_ci`` collation. This results in all string equality
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comparisons being done in a *case-insensitive* manner. That is, ``"Fred"`` and
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``"freD"`` are considered equal at the database level. If you have a unique
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constraint on a field, it would be illegal to try to insert both ``"aa"`` and
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``"AA"`` into the same column, since they compare as equal (and, hence,
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non-unique) with the default collation. If you want case-sensitive comparisons
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on a particular column or table, change the column or table to use the
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``utf8_bin`` collation.
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Please note that according to `MySQL Unicode Character Sets`_, comparisons for
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the ``utf8_general_ci`` collation are faster, but slightly less correct, than
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comparisons for ``utf8_unicode_ci``. If this is acceptable for your application,
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you should use ``utf8_general_ci`` because it is faster. If this is not acceptable
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(for example, if you require German dictionary order), use ``utf8_unicode_ci``
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because it is more accurate.
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.. _MySQL Unicode Character Sets: https://dev.mysql.com/doc/refman/en/charset-unicode-sets.html
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.. warning::
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Model formsets validate unique fields in a case-sensitive manner. Thus when
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using a case-insensitive collation, a formset with unique field values that
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differ only by case will pass validation, but upon calling ``save()``, an
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``IntegrityError`` will be raised.
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Connecting to the database
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--------------------------
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Refer to the :doc:`settings documentation </ref/settings>`.
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Connection settings are used in this order:
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#. :setting:`OPTIONS`.
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#. :setting:`NAME`, :setting:`USER`, :setting:`PASSWORD`, :setting:`HOST`,
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:setting:`PORT`
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#. MySQL option files.
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In other words, if you set the name of the database in :setting:`OPTIONS`,
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this will take precedence over :setting:`NAME`, which would override
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anything in a `MySQL option file`_.
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Here's a sample configuration which uses a MySQL option file::
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# settings.py
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DATABASES = {
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'default': {
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'ENGINE': 'django.db.backends.mysql',
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'OPTIONS': {
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'read_default_file': '/path/to/my.cnf',
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},
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}
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}
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# my.cnf
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[client]
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database = NAME
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user = USER
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password = PASSWORD
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default-character-set = utf8
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Several other `MySQLdb connection options`_ may be useful, such as ``ssl``,
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``init_command``, and ``sql_mode``.
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.. _MySQL option file: https://dev.mysql.com/doc/refman/en/option-files.html
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.. _MySQLdb connection options: https://mysqlclient.readthedocs.io/user_guide.html#functions-and-attributes
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.. _mysql-sql-mode:
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Setting ``sql_mode``
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~~~~~~~~~~~~~~~~~~~~
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From MySQL 5.7 onwards, the default value of the ``sql_mode`` option contains
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``STRICT_TRANS_TABLES``. That option escalates warnings into errors when data
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are truncated upon insertion, so Django highly recommends activating a
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`strict mode`_ for MySQL to prevent data loss (either ``STRICT_TRANS_TABLES``
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or ``STRICT_ALL_TABLES``).
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.. _strict mode: https://dev.mysql.com/doc/refman/en/sql-mode.html#sql-mode-strict
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If you need to customize the SQL mode, you can set the ``sql_mode`` variable
|
|
like other MySQL options: either in a config file or with the entry
|
|
``'init_command': "SET sql_mode='STRICT_TRANS_TABLES'"`` in the
|
|
:setting:`OPTIONS` part of your database configuration in :setting:`DATABASES`.
|
|
|
|
.. _mysql-isolation-level:
|
|
|
|
Isolation level
|
|
~~~~~~~~~~~~~~~
|
|
|
|
When running concurrent loads, database transactions from different sessions
|
|
(say, separate threads handling different requests) may interact with each
|
|
other. These interactions are affected by each session's `transaction isolation
|
|
level`_. You can set a connection's isolation level with an
|
|
``'isolation_level'`` entry in the :setting:`OPTIONS` part of your database
|
|
configuration in :setting:`DATABASES`. Valid values for
|
|
this entry are the four standard isolation levels:
|
|
|
|
* ``'read uncommitted'``
|
|
* ``'read committed'``
|
|
* ``'repeatable read'``
|
|
* ``'serializable'``
|
|
|
|
or ``None`` to use the server's configured isolation level. However, Django
|
|
works best with and defaults to read committed rather than MySQL's default,
|
|
repeatable read. Data loss is possible with repeatable read. In particular,
|
|
you may see cases where :meth:`~django.db.models.query.QuerySet.get_or_create`
|
|
will raise an :exc:`~django.db.IntegrityError` but the object won't appear in
|
|
a subsequent :meth:`~django.db.models.query.QuerySet.get` call.
|
|
|
|
.. _transaction isolation level: https://dev.mysql.com/doc/refman/en/innodb-transaction-isolation-levels.html
|
|
|
|
Creating your tables
|
|
--------------------
|
|
|
|
When Django generates the schema, it doesn't specify a storage engine, so
|
|
tables will be created with whatever default storage engine your database
|
|
server is configured for. The easiest solution is to set your database server's
|
|
default storage engine to the desired engine.
|
|
|
|
If you're using a hosting service and can't change your server's default
|
|
storage engine, you have a couple of options.
|
|
|
|
* After the tables are created, execute an ``ALTER TABLE`` statement to
|
|
convert a table to a new storage engine (such as InnoDB)::
|
|
|
|
ALTER TABLE <tablename> ENGINE=INNODB;
|
|
|
|
This can be tedious if you have a lot of tables.
|
|
|
|
* Another option is to use the ``init_command`` option for MySQLdb prior to
|
|
creating your tables::
|
|
|
|
'OPTIONS': {
|
|
'init_command': 'SET default_storage_engine=INNODB',
|
|
}
|
|
|
|
This sets the default storage engine upon connecting to the database.
|
|
After your tables have been created, you should remove this option as it
|
|
adds a query that is only needed during table creation to each database
|
|
connection.
|
|
|
|
Table names
|
|
-----------
|
|
|
|
There are `known issues`_ in even the latest versions of MySQL that can cause the
|
|
case of a table name to be altered when certain SQL statements are executed
|
|
under certain conditions. It is recommended that you use lowercase table
|
|
names, if possible, to avoid any problems that might arise from this behavior.
|
|
Django uses lowercase table names when it auto-generates table names from
|
|
models, so this is mainly a consideration if you are overriding the table name
|
|
via the :class:`~django.db.models.Options.db_table` parameter.
|
|
|
|
.. _known issues: https://bugs.mysql.com/bug.php?id=48875
|
|
|
|
Savepoints
|
|
----------
|
|
|
|
Both the Django ORM and MySQL (when using the InnoDB :ref:`storage engine
|
|
<mysql-storage-engines>`) support database :ref:`savepoints
|
|
<topics-db-transactions-savepoints>`.
|
|
|
|
If you use the MyISAM storage engine please be aware of the fact that you will
|
|
receive database-generated errors if you try to use the :ref:`savepoint-related
|
|
methods of the transactions API <topics-db-transactions-savepoints>`. The reason
|
|
for this is that detecting the storage engine of a MySQL database/table is an
|
|
expensive operation so it was decided it isn't worth to dynamically convert
|
|
these methods in no-op's based in the results of such detection.
|
|
|
|
Notes on specific fields
|
|
------------------------
|
|
|
|
.. _mysql-character-fields:
|
|
|
|
Character fields
|
|
~~~~~~~~~~~~~~~~
|
|
|
|
Any fields that are stored with ``VARCHAR`` column types may have their
|
|
``max_length`` restricted to 255 characters if you are using ``unique=True``
|
|
for the field. This affects :class:`~django.db.models.CharField`,
|
|
:class:`~django.db.models.SlugField`. See `the MySQL documentation`_ for more
|
|
details.
|
|
|
|
.. _the MySQL documentation: https://dev.mysql.com/doc/refman/en/create-index.html#create-index-column-prefixes
|
|
|
|
``TextField`` limitations
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
MySQL can index only the first N chars of a ``BLOB`` or ``TEXT`` column. Since
|
|
``TextField`` doesn't have a defined length, you can't mark it as
|
|
``unique=True``. MySQL will report: "BLOB/TEXT column '<db_column>' used in key
|
|
specification without a key length".
|
|
|
|
.. _mysql-fractional-seconds:
|
|
|
|
Fractional seconds support for Time and DateTime fields
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
MySQL can store fractional seconds, provided that the column definition
|
|
includes a fractional indication (e.g. ``DATETIME(6)``).
|
|
|
|
Django will not upgrade existing columns to include fractional seconds if the
|
|
database server supports it. If you want to enable them on an existing database,
|
|
it's up to you to either manually update the column on the target database, by
|
|
executing a command like::
|
|
|
|
ALTER TABLE `your_table` MODIFY `your_datetime_column` DATETIME(6)
|
|
|
|
or using a :class:`~django.db.migrations.operations.RunSQL` operation in a
|
|
:ref:`data migration <data-migrations>`.
|
|
|
|
``TIMESTAMP`` columns
|
|
~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
If you are using a legacy database that contains ``TIMESTAMP`` columns, you must
|
|
set :setting:`USE_TZ = False <USE_TZ>` to avoid data corruption.
|
|
:djadmin:`inspectdb` maps these columns to
|
|
:class:`~django.db.models.DateTimeField` and if you enable timezone support,
|
|
both MySQL and Django will attempt to convert the values from UTC to local time.
|
|
|
|
Row locking with ``QuerySet.select_for_update()``
|
|
-------------------------------------------------
|
|
|
|
MySQL and MariaDB do not support some options to the ``SELECT ... FOR UPDATE``
|
|
statement. If ``select_for_update()`` is used with an unsupported option, then
|
|
a :exc:`~django.db.NotSupportedError` is raised.
|
|
|
|
=============== ========= ==========
|
|
Option MariaDB MySQL
|
|
=============== ========= ==========
|
|
``SKIP LOCKED`` X (≥8.0.1)
|
|
``NOWAIT`` X (≥10.3) X (≥8.0.1)
|
|
``OF``
|
|
``NO KEY``
|
|
=============== ========= ==========
|
|
|
|
When using ``select_for_update()`` on MySQL, make sure you filter a queryset
|
|
against at least set of fields contained in unique constraints or only against
|
|
fields covered by indexes. Otherwise, an exclusive write lock will be acquired
|
|
over the full table for the duration of the transaction.
|
|
|
|
Automatic typecasting can cause unexpected results
|
|
--------------------------------------------------
|
|
|
|
When performing a query on a string type, but with an integer value, MySQL will
|
|
coerce the types of all values in the table to an integer before performing the
|
|
comparison. If your table contains the values ``'abc'``, ``'def'`` and you
|
|
query for ``WHERE mycolumn=0``, both rows will match. Similarly, ``WHERE mycolumn=1``
|
|
will match the value ``'abc1'``. Therefore, string type fields included in Django
|
|
will always cast the value to a string before using it in a query.
|
|
|
|
If you implement custom model fields that inherit from
|
|
:class:`~django.db.models.Field` directly, are overriding
|
|
:meth:`~django.db.models.Field.get_prep_value`, or use
|
|
:class:`~django.db.models.expressions.RawSQL`,
|
|
:meth:`~django.db.models.query.QuerySet.extra`, or
|
|
:meth:`~django.db.models.Manager.raw`, you should ensure that you perform
|
|
appropriate typecasting.
|
|
|
|
.. _sqlite-notes:
|
|
|
|
SQLite notes
|
|
============
|
|
|
|
Django supports SQLite 3.8.3 and later.
|
|
|
|
SQLite_ provides an excellent development alternative for applications that
|
|
are predominantly read-only or require a smaller installation footprint. As
|
|
with all database servers, though, there are some differences that are
|
|
specific to SQLite that you should be aware of.
|
|
|
|
.. _SQLite: https://www.sqlite.org/
|
|
|
|
.. _sqlite-string-matching:
|
|
|
|
Substring matching and case sensitivity
|
|
---------------------------------------
|
|
|
|
For all SQLite versions, there is some slightly counter-intuitive behavior when
|
|
attempting to match some types of strings. These are triggered when using the
|
|
:lookup:`iexact` or :lookup:`contains` filters in Querysets. The behavior
|
|
splits into two cases:
|
|
|
|
1. For substring matching, all matches are done case-insensitively. That is a
|
|
filter such as ``filter(name__contains="aa")`` will match a name of ``"Aabb"``.
|
|
|
|
2. For strings containing characters outside the ASCII range, all exact string
|
|
matches are performed case-sensitively, even when the case-insensitive options
|
|
are passed into the query. So the :lookup:`iexact` filter will behave exactly
|
|
the same as the :lookup:`exact` filter in these cases.
|
|
|
|
Some possible workarounds for this are `documented at sqlite.org`_, but they
|
|
aren't utilized by the default SQLite backend in Django, as incorporating them
|
|
would be fairly difficult to do robustly. Thus, Django exposes the default
|
|
SQLite behavior and you should be aware of this when doing case-insensitive or
|
|
substring filtering.
|
|
|
|
.. _documented at sqlite.org: https://www.sqlite.org/faq.html#q18
|
|
|
|
.. _sqlite-decimal-handling:
|
|
|
|
Decimal handling
|
|
----------------
|
|
|
|
SQLite has no real decimal internal type. Decimal values are internally
|
|
converted to the ``REAL`` data type (8-byte IEEE floating point number), as
|
|
explained in the `SQLite datatypes documentation`__, so they don't support
|
|
correctly-rounded decimal floating point arithmetic.
|
|
|
|
__ https://www.sqlite.org/datatype3.html#storage_classes_and_datatypes
|
|
|
|
"Database is locked" errors
|
|
---------------------------
|
|
|
|
SQLite is meant to be a lightweight database, and thus can't support a high
|
|
level of concurrency. ``OperationalError: database is locked`` errors indicate
|
|
that your application is experiencing more concurrency than ``sqlite`` can
|
|
handle in default configuration. This error means that one thread or process has
|
|
an exclusive lock on the database connection and another thread timed out
|
|
waiting for the lock the be released.
|
|
|
|
Python's SQLite wrapper has
|
|
a default timeout value that determines how long the second thread is allowed to
|
|
wait on the lock before it times out and raises the ``OperationalError: database
|
|
is locked`` error.
|
|
|
|
If you're getting this error, you can solve it by:
|
|
|
|
* Switching to another database backend. At a certain point SQLite becomes
|
|
too "lite" for real-world applications, and these sorts of concurrency
|
|
errors indicate you've reached that point.
|
|
|
|
* Rewriting your code to reduce concurrency and ensure that database
|
|
transactions are short-lived.
|
|
|
|
* Increase the default timeout value by setting the ``timeout`` database
|
|
option::
|
|
|
|
'OPTIONS': {
|
|
# ...
|
|
'timeout': 20,
|
|
# ...
|
|
}
|
|
|
|
This will make SQLite wait a bit longer before throwing "database is locked"
|
|
errors; it won't really do anything to solve them.
|
|
|
|
``QuerySet.select_for_update()`` not supported
|
|
----------------------------------------------
|
|
|
|
SQLite does not support the ``SELECT ... FOR UPDATE`` syntax. Calling it will
|
|
have no effect.
|
|
|
|
"pyformat" parameter style in raw queries not supported
|
|
-------------------------------------------------------
|
|
|
|
For most backends, raw queries (``Manager.raw()`` or ``cursor.execute()``)
|
|
can use the "pyformat" parameter style, where placeholders in the query
|
|
are given as ``'%(name)s'`` and the parameters are passed as a dictionary
|
|
rather than a list. SQLite does not support this.
|
|
|
|
.. _sqlite-isolation:
|
|
|
|
Isolation when using ``QuerySet.iterator()``
|
|
--------------------------------------------
|
|
|
|
There are special considerations described in `Isolation In SQLite`_ when
|
|
modifying a table while iterating over it using :meth:`.QuerySet.iterator`. If
|
|
a row is added, changed, or deleted within the loop, then that row may or may
|
|
not appear, or may appear twice, in subsequent results fetched from the
|
|
iterator. Your code must handle this.
|
|
|
|
.. _`Isolation in SQLite`: https://sqlite.org/isolation.html
|
|
|
|
.. _sqlite-json1:
|
|
|
|
Enabling JSON1 extension on SQLite
|
|
----------------------------------
|
|
|
|
To use :class:`~django.db.models.JSONField` on SQLite, you need to enable the
|
|
`JSON1 extension`_ on Python's :py:mod:`sqlite3` library. If the extension is
|
|
not enabled on your installation, a system error (``fields.E180``) will be
|
|
raised.
|
|
|
|
To enable the JSON1 extension you can follow the instruction on
|
|
`the wiki page`_.
|
|
|
|
.. _JSON1 extension: https://www.sqlite.org/json1.html
|
|
.. _the wiki page: https://code.djangoproject.com/wiki/JSON1Extension
|
|
|
|
.. _oracle-notes:
|
|
|
|
Oracle notes
|
|
============
|
|
|
|
Django supports `Oracle Database Server`_ versions 12.2 and higher. Version
|
|
6.0 or higher of the `cx_Oracle`_ Python driver is required.
|
|
|
|
.. _`Oracle Database Server`: https://www.oracle.com/
|
|
.. _`cx_Oracle`: https://oracle.github.io/python-cx_Oracle/
|
|
|
|
In order for the ``python manage.py migrate`` command to work, your Oracle
|
|
database user must have privileges to run the following commands:
|
|
|
|
* CREATE TABLE
|
|
* CREATE SEQUENCE
|
|
* CREATE PROCEDURE
|
|
* CREATE TRIGGER
|
|
|
|
To run a project's test suite, the user usually needs these *additional*
|
|
privileges:
|
|
|
|
* CREATE USER
|
|
* ALTER USER
|
|
* DROP USER
|
|
* CREATE TABLESPACE
|
|
* DROP TABLESPACE
|
|
* CREATE SESSION WITH ADMIN OPTION
|
|
* CREATE TABLE WITH ADMIN OPTION
|
|
* CREATE SEQUENCE WITH ADMIN OPTION
|
|
* CREATE PROCEDURE WITH ADMIN OPTION
|
|
* CREATE TRIGGER WITH ADMIN OPTION
|
|
|
|
While the ``RESOURCE`` role has the required ``CREATE TABLE``,
|
|
``CREATE SEQUENCE``, ``CREATE PROCEDURE``, and ``CREATE TRIGGER`` privileges,
|
|
and a user granted ``RESOURCE WITH ADMIN OPTION`` can grant ``RESOURCE``, such
|
|
a user cannot grant the individual privileges (e.g. ``CREATE TABLE``), and thus
|
|
``RESOURCE WITH ADMIN OPTION`` is not usually sufficient for running tests.
|
|
|
|
Some test suites also create views or materialized views; to run these, the
|
|
user also needs ``CREATE VIEW WITH ADMIN OPTION`` and
|
|
``CREATE MATERIALIZED VIEW WITH ADMIN OPTION`` privileges. In particular, this
|
|
is needed for Django's own test suite.
|
|
|
|
All of these privileges are included in the DBA role, which is appropriate
|
|
for use on a private developer's database.
|
|
|
|
The Oracle database backend uses the ``SYS.DBMS_LOB`` and ``SYS.DBMS_RANDOM``
|
|
packages, so your user will require execute permissions on it. It's normally
|
|
accessible to all users by default, but in case it is not, you'll need to grant
|
|
permissions like so:
|
|
|
|
.. code-block:: sql
|
|
|
|
GRANT EXECUTE ON SYS.DBMS_LOB TO user;
|
|
GRANT EXECUTE ON SYS.DBMS_RANDOM TO user;
|
|
|
|
Connecting to the database
|
|
--------------------------
|
|
|
|
To connect using the service name of your Oracle database, your ``settings.py``
|
|
file should look something like this::
|
|
|
|
DATABASES = {
|
|
'default': {
|
|
'ENGINE': 'django.db.backends.oracle',
|
|
'NAME': 'xe',
|
|
'USER': 'a_user',
|
|
'PASSWORD': 'a_password',
|
|
'HOST': '',
|
|
'PORT': '',
|
|
}
|
|
}
|
|
|
|
|
|
In this case, you should leave both :setting:`HOST` and :setting:`PORT` empty.
|
|
However, if you don't use a ``tnsnames.ora`` file or a similar naming method
|
|
and want to connect using the SID ("xe" in this example), then fill in both
|
|
:setting:`HOST` and :setting:`PORT` like so::
|
|
|
|
DATABASES = {
|
|
'default': {
|
|
'ENGINE': 'django.db.backends.oracle',
|
|
'NAME': 'xe',
|
|
'USER': 'a_user',
|
|
'PASSWORD': 'a_password',
|
|
'HOST': 'dbprod01ned.mycompany.com',
|
|
'PORT': '1540',
|
|
}
|
|
}
|
|
|
|
You should either supply both :setting:`HOST` and :setting:`PORT`, or leave
|
|
both as empty strings. Django will use a different connect descriptor depending
|
|
on that choice.
|
|
|
|
Full DSN and Easy Connect
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
A Full DSN or Easy Connect string can be used in :setting:`NAME` if both
|
|
:setting:`HOST` and :setting:`PORT` are empty. This format is required when
|
|
using RAC or pluggable databases without ``tnsnames.ora``, for example.
|
|
|
|
Example of an Easy Connect string::
|
|
|
|
'NAME': 'localhost:1521/orclpdb1',
|
|
|
|
Example of a full DSN string::
|
|
|
|
'NAME': (
|
|
'(DESCRIPTION=(ADDRESS=(PROTOCOL=TCP)(HOST=localhost)(PORT=1521))'
|
|
'(CONNECT_DATA=(SERVICE_NAME=orclpdb1)))'
|
|
),
|
|
|
|
Threaded option
|
|
---------------
|
|
|
|
If you plan to run Django in a multithreaded environment (e.g. Apache using the
|
|
default MPM module on any modern operating system), then you **must** set
|
|
the ``threaded`` option of your Oracle database configuration to ``True``::
|
|
|
|
'OPTIONS': {
|
|
'threaded': True,
|
|
},
|
|
|
|
Failure to do this may result in crashes and other odd behavior.
|
|
|
|
INSERT ... RETURNING INTO
|
|
-------------------------
|
|
|
|
By default, the Oracle backend uses a ``RETURNING INTO`` clause to efficiently
|
|
retrieve the value of an ``AutoField`` when inserting new rows. This behavior
|
|
may result in a ``DatabaseError`` in certain unusual setups, such as when
|
|
inserting into a remote table, or into a view with an ``INSTEAD OF`` trigger.
|
|
The ``RETURNING INTO`` clause can be disabled by setting the
|
|
``use_returning_into`` option of the database configuration to ``False``::
|
|
|
|
'OPTIONS': {
|
|
'use_returning_into': False,
|
|
},
|
|
|
|
In this case, the Oracle backend will use a separate ``SELECT`` query to
|
|
retrieve ``AutoField`` values.
|
|
|
|
Naming issues
|
|
-------------
|
|
|
|
Oracle imposes a name length limit of 30 characters. To accommodate this, the
|
|
backend truncates database identifiers to fit, replacing the final four
|
|
characters of the truncated name with a repeatable MD5 hash value.
|
|
Additionally, the backend turns database identifiers to all-uppercase.
|
|
|
|
To prevent these transformations (this is usually required only when dealing
|
|
with legacy databases or accessing tables which belong to other users), use
|
|
a quoted name as the value for ``db_table``::
|
|
|
|
class LegacyModel(models.Model):
|
|
class Meta:
|
|
db_table = '"name_left_in_lowercase"'
|
|
|
|
class ForeignModel(models.Model):
|
|
class Meta:
|
|
db_table = '"OTHER_USER"."NAME_ONLY_SEEMS_OVER_30"'
|
|
|
|
Quoted names can also be used with Django's other supported database
|
|
backends; except for Oracle, however, the quotes have no effect.
|
|
|
|
When running ``migrate``, an ``ORA-06552`` error may be encountered if
|
|
certain Oracle keywords are used as the name of a model field or the
|
|
value of a ``db_column`` option. Django quotes all identifiers used
|
|
in queries to prevent most such problems, but this error can still
|
|
occur when an Oracle datatype is used as a column name. In
|
|
particular, take care to avoid using the names ``date``,
|
|
``timestamp``, ``number`` or ``float`` as a field name.
|
|
|
|
.. _oracle-null-empty-strings:
|
|
|
|
NULL and empty strings
|
|
----------------------
|
|
|
|
Django generally prefers to use the empty string (``''``) rather than
|
|
``NULL``, but Oracle treats both identically. To get around this, the
|
|
Oracle backend ignores an explicit ``null`` option on fields that
|
|
have the empty string as a possible value and generates DDL as if
|
|
``null=True``. When fetching from the database, it is assumed that
|
|
a ``NULL`` value in one of these fields really means the empty
|
|
string, and the data is silently converted to reflect this assumption.
|
|
|
|
``TextField`` limitations
|
|
-------------------------
|
|
|
|
The Oracle backend stores ``TextFields`` as ``NCLOB`` columns. Oracle imposes
|
|
some limitations on the usage of such LOB columns in general:
|
|
|
|
* LOB columns may not be used as primary keys.
|
|
|
|
* LOB columns may not be used in indexes.
|
|
|
|
* LOB columns may not be used in a ``SELECT DISTINCT`` list. This means that
|
|
attempting to use the ``QuerySet.distinct`` method on a model that
|
|
includes ``TextField`` columns will result in an ``ORA-00932`` error when
|
|
run against Oracle. As a workaround, use the ``QuerySet.defer`` method in
|
|
conjunction with ``distinct()`` to prevent ``TextField`` columns from being
|
|
included in the ``SELECT DISTINCT`` list.
|
|
|
|
.. _subclassing-database-backends:
|
|
|
|
Subclassing the built-in database backends
|
|
==========================================
|
|
|
|
Django comes with built-in database backends. You may subclass an existing
|
|
database backends to modify its behavior, features, or configuration.
|
|
|
|
Consider, for example, that you need to change a single database feature.
|
|
First, you have to create a new directory with a ``base`` module in it. For
|
|
example::
|
|
|
|
mysite/
|
|
...
|
|
mydbengine/
|
|
__init__.py
|
|
base.py
|
|
|
|
The ``base.py`` module must contain a class named ``DatabaseWrapper`` that
|
|
subclasses an existing engine from the ``django.db.backends`` module. Here's an
|
|
example of subclassing the PostgreSQL engine to change a feature class
|
|
``allows_group_by_selected_pks_on_model``:
|
|
|
|
.. code-block:: python
|
|
:caption: mysite/mydbengine/base.py
|
|
|
|
from django.db.backends.postgresql import base, features
|
|
|
|
class DatabaseFeatures(features.DatabaseFeatures):
|
|
def allows_group_by_selected_pks_on_model(self, model):
|
|
return True
|
|
|
|
class DatabaseWrapper(base.DatabaseWrapper):
|
|
features_class = DatabaseFeatures
|
|
|
|
Finally, you must specify a :setting:`DATABASE-ENGINE` in your ``settings.py``
|
|
file::
|
|
|
|
DATABASES = {
|
|
'default': {
|
|
'ENGINE': 'mydbengine',
|
|
...
|
|
},
|
|
}
|
|
|
|
You can see the current list of database engines by looking in
|
|
:source:`django/db/backends`.
|
|
|
|
.. _third-party-notes:
|
|
|
|
Using a 3rd-party database backend
|
|
==================================
|
|
|
|
In addition to the officially supported databases, there are backends provided
|
|
by 3rd parties that allow you to use other databases with Django:
|
|
|
|
* `CockroachDB`_
|
|
* `Firebird`_
|
|
* `IBM DB2`_
|
|
* `Microsoft SQL Server`_
|
|
* `ODBC`_
|
|
|
|
The Django versions and ORM features supported by these unofficial backends
|
|
vary considerably. Queries regarding the specific capabilities of these
|
|
unofficial backends, along with any support queries, should be directed to
|
|
the support channels provided by each 3rd party project.
|
|
|
|
.. _CockroachDB: https://pypi.org/project/django-cockroachdb/
|
|
.. _Firebird: https://pypi.org/project/django-firebird/
|
|
.. _IBM DB2: https://pypi.org/project/ibm_db_django/
|
|
.. _Microsoft SQL Server: https://pypi.org/project/django-mssql-backend/
|
|
.. _ODBC: https://pypi.org/project/django-pyodbc/
|