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magic-removal: Continued rewrite of docs/db-api.txt. Still not finished.
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docs/db-api.txt
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docs/db-api.txt
@ -8,7 +8,8 @@ objects. This document explains that API.
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.. _`data models`: http://www.djangoproject.com/documentation/model_api/
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.. _`data models`: http://www.djangoproject.com/documentation/model_api/
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Throughout this reference, we'll refer to the following Blog application::
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Throughout this reference, we'll refer to the following models, which comprise
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a weblog application::
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class Blog(models.Model):
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class Blog(models.Model):
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name = models.CharField(maxlength=100)
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name = models.CharField(maxlength=100)
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@ -37,11 +38,20 @@ Throughout this reference, we'll refer to the following Blog application::
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Creating objects
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Creating objects
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================
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================
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To represent database-table data in Python objects, Django uses an intuitive
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system: A model class represents a database table, and an instance of that
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class represents a particular record in the database table.
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To create an object, instantiate it using keyword arguments to the model class,
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To create an object, instantiate it using keyword arguments to the model class,
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then call ``save()`` to save it to the database.
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then call ``save()`` to save it to the database.
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Example::
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You import the model class from wherever it lives on the Python path, as you
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may expect. (We point this out here because previous Django versions required
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funky model importing.)
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Assuming models live in a file ``mysite/blog/models.py``, here's an example::
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from mysite.blog.models import Blog
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b = Blog(name='Beatles Blog', tagline='All the latest Beatles news.')
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b = Blog(name='Beatles Blog', tagline='All the latest Beatles news.')
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b.save()
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b.save()
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@ -98,7 +108,8 @@ the previous record in the database::
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b4 = Blog(id=3, name='Not Cheddar', tagline='Anything but cheese.')
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b4 = Blog(id=3, name='Not Cheddar', tagline='Anything but cheese.')
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b4.save() # Overrides the previous blog with ID=3!
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b4.save() # Overrides the previous blog with ID=3!
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See also "How Django knows to UPDATE vs. INSERT", below.
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See _`How Django knows to UPDATE vs. INSERT`, below, for the reason this
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happens.
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Explicitly specifying auto-primary-key values is mostly useful for bulk-saving
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Explicitly specifying auto-primary-key values is mostly useful for bulk-saving
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objects, when you're confident you won't have primary-key collision.
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objects, when you're confident you won't have primary-key collision.
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@ -127,7 +138,8 @@ for creating and changing objects. Django abstracts the need to use ``INSERT``
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or ``UPDATE`` SQL statements. Specifically, when you call ``save()``, Django
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or ``UPDATE`` SQL statements. Specifically, when you call ``save()``, Django
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follows this algorithm:
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follows this algorithm:
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* If the object's primary key attribute is set, Django executes a
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* If the object's primary key attribute is set to a value that evaluates to
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``False`` (such as ``None`` or the empty string), Django executes a
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``SELECT`` query to determine whether a record with the given primary key
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``SELECT`` query to determine whether a record with the given primary key
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already exists.
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already exists.
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* If the record with the given primary key does already exist, Django
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* If the record with the given primary key does already exist, Django
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@ -144,14 +156,12 @@ Retrieving objects
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==================
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==================
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To retrieve objects from your database, you construct a ``QuerySet`` via a
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To retrieve objects from your database, you construct a ``QuerySet`` via a
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``Manager``.
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``Manager`` on your model class.
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A ``QuerySet`` represents a collection of objects from your database. It can
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A ``QuerySet`` represents a collection of objects from your database. It can
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have zero, one or many *filters* -- criteria that narrow down the collection
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have zero, one or many *filters* -- criteria that narrow down the collection
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based on given parameters.
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based on given parameters. In SQL terms, a ``QuerySet`` equates to a ``SELECT``
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statement, and a filter is a limiting clause such as ``WHERE`` or ``LIMIT``.
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In SQL terms, a ``QuerySet`` equates to a ``SELECT`` statement, and a filter is
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a limiting clause such as ``WHERE`` or ``LIMIT``.
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You get a ``QuerySet`` by using your model's ``Manager``. Each model has at
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You get a ``QuerySet`` by using your model's ``Manager``. Each model has at
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least one ``Manager``, and it's called ``objects`` by default. Access it
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least one ``Manager``, and it's called ``objects`` by default. Access it
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@ -206,7 +216,7 @@ conditions. The two most common ways to refine a ``QuerySet`` are:
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lookup parameters.
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lookup parameters.
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The lookup parameters (``**kwargs`` in the above function definitions) should
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The lookup parameters (``**kwargs`` in the above function definitions) should
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be in the format described in "Field lookups" below.
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be in the format described in _`Field lookups` below.
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For example, to get a ``QuerySet`` of blog entries from the year 2006, use
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For example, to get a ``QuerySet`` of blog entries from the year 2006, use
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``filter()`` like so::
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``filter()`` like so::
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@ -283,7 +293,7 @@ You can evaluate a ``QuerySet`` in the following ways:
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* **repr().** A ``QuerySet`` is evaluated when you call ``repr()`` on it.
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* **repr().** A ``QuerySet`` is evaluated when you call ``repr()`` on it.
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This is for convenience in the Python interactive interpreter, so you can
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This is for convenience in the Python interactive interpreter, so you can
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immediately see your results.
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immediately see your results when using the API interactively.
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* **len().** A ``QuerySet`` is evaluated when you call ``len()`` on it.
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* **len().** A ``QuerySet`` is evaluated when you call ``len()`` on it.
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This, as you might expect, returns the length of the result list.
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This, as you might expect, returns the length of the result list.
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@ -304,8 +314,8 @@ You can evaluate a ``QuerySet`` in the following ways:
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iterating over a ``QuerySet`` will take advantage of your database to
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iterating over a ``QuerySet`` will take advantage of your database to
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load data and instantiate objects only as you need them.
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load data and instantiate objects only as you need them.
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Full list of QuerySet methods
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QuerySet methods that return new QuerySets
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-----------------------------
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------------------------------------------
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Django provides a range of ``QuerySet`` refinement methods that modify either
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Django provides a range of ``QuerySet`` refinement methods that modify either
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the types of results returned by the ``QuerySet`` or the way its SQL query is
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the types of results returned by the ``QuerySet`` or the way its SQL query is
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@ -318,7 +328,7 @@ Returns a new ``QuerySet`` containing objects that match the given lookup
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parameters.
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parameters.
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The lookup parameters (``**kwargs``) should be in the format described in
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The lookup parameters (``**kwargs``) should be in the format described in
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"Field lookups" below. Multiple parameters are joined via ``AND`` in the
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_`Field lookups` below. Multiple parameters are joined via ``AND`` in the
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underlying SQL statement.
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underlying SQL statement.
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exclude(**kwargs)
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exclude(**kwargs)
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@ -328,18 +338,29 @@ Returns a new ``QuerySet`` containing objects that do *not* match the given
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lookup parameters.
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lookup parameters.
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The lookup parameters (``**kwargs``) should be in the format described in
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The lookup parameters (``**kwargs``) should be in the format described in
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"Field lookups" below. Multiple parameters are joined via ``AND`` in the
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_`Field lookups` below. Multiple parameters are joined via ``AND`` in the
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underlying SQL statement, and the whole thing is enclosed in a ``NOT()``.
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underlying SQL statement, and the whole thing is enclosed in a ``NOT()``.
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This example excludes all entries whose ``pub_date`` is the current date/time
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This example excludes all entries whose ``pub_date`` is the current date/time
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AND whose ``headline`` is "Hello"::
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AND whose ``headline`` is "Hello"::
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Entry.objects.exclude(pub_date__gt=datetime.now(), headline='Hello')
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Entry.objects.exclude(pub_date__gt=datetime.date(2005, 1, 3), headline='Hello')
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In SQL terms, that evaluates to::
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SELECT ...
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WHERE NOT (pub_date > '2005-1-3' AND headline = 'Hello')
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This example excludes all entries whose ``pub_date`` is the current date/time
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This example excludes all entries whose ``pub_date`` is the current date/time
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OR whose ``headline`` is "Hello"::
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OR whose ``headline`` is "Hello"::
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Entry.objects.exclude(pub_date__gt=datetime.now()).exclude(headline='Hello')
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Entry.objects.exclude(pub_date__gt=datetime.date(2005, 1, 3)).exclude(headline='Hello')
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In SQL terms, that evaluates to::
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SELECT ...
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WHERE NOT pub_date > '2005-1-3'
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AND NOT headline = 'Hello'
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Note the second example is more restrictive.
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Note the second example is more restrictive.
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@ -370,8 +391,21 @@ There's no way to specify whether ordering should be case sensitive. With
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respect to case-sensitivity, Django will order results however your database
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respect to case-sensitivity, Django will order results however your database
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backend normally orders them.
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backend normally orders them.
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distinct()
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~~~~~~~~~~
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Returns a new ``QuerySet`` that uses ``SELECT DISTINCT`` in its SQL query. This
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eliminates duplicate rows from the query results.
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By default, a ``QuerySet`` will not eliminate duplicate rows. In practice, this
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is rarely a problem, because simple queries such as ``Blog.objects.all()``
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don't introduce the possibility of duplicate result rows.
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However, if your query spans multiple tables, it's possible to get duplicate
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results when a ``QuerySet`` is evaluated. That's when you'd use ``distinct()``.
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values(*fields)
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values(*fields)
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---------------
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~~~~~~~~~~~~~~~
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Returns a ``ValuesQuerySet`` -- a ``QuerySet`` that evaluates to a list of
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Returns a ``ValuesQuerySet`` -- a ``QuerySet`` that evaluates to a list of
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dictionaries instead of model-instance objects.
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dictionaries instead of model-instance objects.
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@ -420,29 +454,12 @@ followed (optionally) by any output-affecting methods (such as ``values()``),
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but it doesn't really matter. This is your chance to really flaunt your
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but it doesn't really matter. This is your chance to really flaunt your
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individualism.
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individualism.
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distinct()
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dates(field, kind, order='ASC')
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~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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The ``distinct()`` method returns a new ``QuerySet`` that uses
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Returns a ``DateQuerySet`` -- a ``QuerySet`` that evaluates to a list of
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``SELECT DISTINCT`` in its SQL query. This eliminates duplicate rows from the
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``datetime.datetime`` objects representing all available dates of a particular
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query results.
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kind within the contents of the ``QuerySet``.
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By default, a ``QuerySet`` will not eliminate duplicate rows. In practice, this
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is rarely a problem, because simple queries such as ``Blog.objects.all()``
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don't introduce the possibility of duplicate result rows.
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However, if your query spans multiple tables, or you're using a
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``ValuesQuerySet`` with a ``fields`` clause, it's possible to get duplicate
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results when a ``QuerySet`` is evaluated. That's when you'd use ``distinct()``.
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TODO: Left off here
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``dates(field, kind, order='ASC')``
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-----------------------------------
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Returns a Date Query Set - a Query Set that evaluates to a list of
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``datetime.datetime`` objects representing all available dates of a
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particular kind within the contents of the Query Set.
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``field`` should be the name of a ``DateField`` or ``DateTimeField`` of your
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``field`` should be the name of a ``DateField`` or ``DateTimeField`` of your
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model.
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model.
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@ -455,164 +472,280 @@ model.
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* ``"month"`` returns a list of all distinct year/month values for the field.
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* ``"month"`` returns a list of all distinct year/month values for the field.
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* ``"day"`` returns a list of all distinct year/month/day values for the field.
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* ``"day"`` returns a list of all distinct year/month/day values for the field.
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``order``, which defaults to ``'ASC'``, should be either ``"ASC"`` or ``"DESC"``.
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``order``, which defaults to ``'ASC'``, should be either ``'ASC'`` or
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This specifies how to order the results.
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``'DESC'``. This specifies how to order the results.
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For example::
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Examples::
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>>> Poll.objects.dates('pub_date', 'year')
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>>> Entry.objects.dates('pub_date', 'year')
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[datetime.datetime(2005, 1, 1)]
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[datetime.datetime(2005, 1, 1)]
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>>> Poll.objects.dates('pub_date', 'month')
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>>> Entry.objects.dates('pub_date', 'month')
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[datetime.datetime(2005, 2, 1), datetime.datetime(2005, 3, 1)]
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[datetime.datetime(2005, 2, 1), datetime.datetime(2005, 3, 1)]
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>>> Poll.objects.dates('pub_date', 'day')
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>>> Entry.objects.dates('pub_date', 'day')
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[datetime.datetime(2005, 2, 20), datetime.datetime(2005, 3, 20)]
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[datetime.datetime(2005, 2, 20), datetime.datetime(2005, 3, 20)]
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>>> Poll.objects.dates('pub_date', 'day', order='DESC')
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>>> Entry.objects.dates('pub_date', 'day', order='DESC')
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[datetime.datetime(2005, 3, 20), datetime.datetime(2005, 2, 20)]
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[datetime.datetime(2005, 3, 20), datetime.datetime(2005, 2, 20)]
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>>> Poll.objects.filter(question__contains='name').dates('pub_date', 'day')
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>>> Entry.objects.filter(headline__contains='Lennon').dates('pub_date', 'day')
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[datetime.datetime(2005, 3, 20)]
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[datetime.datetime(2005, 3, 20)]
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``select_related()``
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select_related()
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--------------------
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~~~~~~~~~~~~~~~~
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Relations are the bread and butter of databases, so there's an option to "follow"
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Returns a ``QuerySet`` that will automatically "follow" foreign-key
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all relationships and pre-fill them in a simple cache so that later calls to
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relationships, selecting that additional related-object data when it executes
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objects with a one-to-many relationship don't have to hit the database. Do this by
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its query. This is a performance booster which results in (sometimes much)
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passing ``select_related=True`` to a lookup. This results in (sometimes much) larger
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larger queries but means later use of foreign-key relationships won't require
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queries, but it means that later use of relationships is much faster.
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database queries.
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For example, using the Poll and Choice models from above, if you do the following::
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The following examples illustrate the difference between plain lookups and
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``select_related()`` lookups. Here's standard lookup::
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c = Choice.objects.select_related().get(id=5)
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# Hits the database.
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e = Entry.objects.get(id=5)
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Then subsequent calls to ``c.poll`` won't hit the database.
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# Hits the database again to get the related Blog object.
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b = e.blog
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Note that ``select_related`` follows foreign keys as far as possible. If you have the
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And here's ``select_related`` lookup::
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# Hits the database.
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e = Entry.objects.select_related().get(id=5)
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# Doesn't hit the database, because e.blog has been prepopulated
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# in the previous query.
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b = e.blog
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``select_related()`` follows foreign keys as far as possible. If you have the
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following models::
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following models::
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class Poll(models.Model):
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class City(models.Model):
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# ...
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# ...
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class Choice(models.Model):
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class Person(models.Model):
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# ...
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# ...
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poll = models.ForeignKey(Poll)
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hometown = models.ForeignKey(City)
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class SingleVote(meta.Model):
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class Book(meta.Model):
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# ...
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# ...
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choice = models.ForeignKey(Choice)
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author = models.ForeignKey(Person)
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then a call to ``SingleVotes.objects.select_related().get(id=4)`` will
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...then a call to ``Book.objects.select_related().get(id=4)`` will cache the
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cache the related choice *and* the related poll::
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related ``Person`` *and* the related ``City``::
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>>> sv = SingleVotes.objects.select_related().get(id=4)
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b = Book.objects.select_related().get(id=4)
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>>> c = sv.choice # Doesn't hit the database.
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p = b.author # Doesn't hit the database.
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>>> p = c.poll # Doesn't hit the database.
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c = p.hometown # Doesn't hit the database.
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>>> sv = SingleVotes.objects.get(id=4)
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sv = Book.objects.get(id=4) # No select_related() in this example.
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>>> c = sv.choice # Hits the database.
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p = b.author # Hits the database.
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>>> p = c.poll # Hits the database.
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c = p.hometown # Hits the database.
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extra(select=None, where=None, params=None, tables=None)
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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``extra(params, select, where, tables)``
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Sometimes, the Django query syntax by itself can't easily express a complex
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----------------------------------------
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``WHERE`` clause. For these edge cases, Django provides the ``extra()``
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``QuerySet`` modifier -- a hook for injecting specific clauses into the SQL
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generated by a ``QuerySet``.
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Sometimes, the Django query syntax by itself isn't quite enough. To cater for these
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By definition, these extra lookups may not be portable to different database
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edge cases, Django provides the ``extra()`` Query Set modifier - a mechanism
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engines (because you're explicitly writing SQL code) and violate the DRY
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for injecting specific clauses into the SQL generated by a Query Set.
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principle, so you should avoid them if possible.
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Note that by definition these extra lookups may not be portable to different
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Specify one or more of ``params``, ``select``, ``where`` or ``tables``. None
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database engines (because you're explicitly writing SQL code) and should be
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of the arguments is required, but you should use at least one of them.
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avoided if possible.:
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``params``
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All the extra-SQL params described below may use standard Python string
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formatting codes to indicate parameters that the database engine will
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automatically quote. The ``params`` argument can contain any extra
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parameters to be substituted.
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``select``
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``select``
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The ``select`` keyword allows you to select extra fields. This should be a
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The ``select`` argument lets you put extra fields in the ``SELECT`` clause.
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dictionary mapping attribute names to a SQL clause to use to calculate that
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It should be a dictionary mapping attribute names to SQL clauses to use to
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attribute. For example::
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calculate that attribute.
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Poll.objects.extra(
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Example::
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||||||
|
Entry.objects.extra(select={'is_recent': "pub_date > '2006-01-01'"})
|
||||||
|
|
||||||
|
As a result, each ``Entry`` object will have an extra attribute,
|
||||||
|
``is_recent``, a boolean representing whether the entry's ``pub_date`` is
|
||||||
|
greater than Jan. 1, 2006.
|
||||||
|
|
||||||
|
Django inserts the given SQL snippet directly into the ``SELECT``
|
||||||
|
statement, so the resulting SQL of the above example would be::
|
||||||
|
|
||||||
|
SELECT blog_entry.*, (pub_date > '2006-01-01')
|
||||||
|
FROM blog_entry;
|
||||||
|
|
||||||
|
|
||||||
|
The next example is more advanced; it does a subquery to give each
|
||||||
|
resulting ``Blog`` object an ``entry_count`` attribute, an integer count
|
||||||
|
of associated ``Entry`` objects.
|
||||||
|
|
||||||
|
Blog.objects.extra(
|
||||||
select={
|
select={
|
||||||
'choice_count': 'SELECT COUNT(*) FROM choices WHERE poll_id = polls.id'
|
'entry_count': 'SELECT COUNT(*) FROM blog_entry WHERE blog_entry.blog_id = blog_blog.id'
|
||||||
}
|
},
|
||||||
)
|
)
|
||||||
|
|
||||||
Each of the resulting ``Poll`` objects will have an extra attribute, ``choice_count``,
|
(In this particular case, we're exploiting the fact that the query will
|
||||||
an integer count of associated ``Choice`` objects. Note that the parenthesis required by
|
already contain the ``blog_blog`` table in its ``FROM`` clause.)
|
||||||
most database engines around sub-selects are not required in Django's ``select``
|
|
||||||
clauses.
|
The resulting SQL of the above example would be::
|
||||||
|
|
||||||
|
SELECT blog_blog.*, (SELECT COUNT(*) FROM blog_entry WHERE blog_entry.blog_id = blog_blog.id)
|
||||||
|
FROM blog_blog;
|
||||||
|
|
||||||
|
Note that the parenthesis required by most database engines around
|
||||||
|
subqueries are not required in Django's ``select`` clauses. Also note that
|
||||||
|
some database backends, such as some MySQL versions, don't support
|
||||||
|
subqueries.
|
||||||
|
|
||||||
``where`` / ``tables``
|
``where`` / ``tables``
|
||||||
If you need to explicitly pass extra ``WHERE`` clauses -- perhaps to perform
|
You can define explicit SQL ``WHERE`` clauses -- perhaps to perform
|
||||||
non-explicit joins -- use the ``where`` keyword. If you need to
|
non-explicit joins -- by using ``where``. You can manually add tables to
|
||||||
join other tables into your query, you can pass their names to ``tables``.
|
the SQL ``FROM`` clause by using ``tables``.
|
||||||
|
|
||||||
``where`` and ``tables`` both take a list of strings. All ``where`` parameters
|
``where`` and ``tables`` both take a list of strings. All ``where``
|
||||||
are "AND"ed to any other search criteria.
|
parameters are "AND"ed to any other search criteria.
|
||||||
|
|
||||||
For example::
|
Example::
|
||||||
|
|
||||||
Poll.objects.filter(
|
Entry.objects.extra(where=['id IN (3, 4, 5, 20)'])
|
||||||
question__startswith='Who').extra(where=['id IN (3, 4, 5, 20)'])
|
|
||||||
|
|
||||||
...translates (roughly) into the following SQL::
|
...translates (roughly) into the following SQL::
|
||||||
|
|
||||||
SELECT * FROM polls_polls WHERE question LIKE 'Who%' AND id IN (3, 4, 5, 20);
|
SELECT * FROM blog_entry WHERE id IN (3, 4, 5, 20);
|
||||||
|
|
||||||
|
``params``
|
||||||
|
The ``select`` and ``where`` parameters described above may use standard
|
||||||
|
Python database string placeholders -- ``'%s'`` to indicate parameters the
|
||||||
|
database engine should automatically quote. The ``params`` argument is a
|
||||||
|
list of any extra parameters to be substituted.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
Caching and QuerySets
|
Entry.objects.extra(where=['headline=%s'], params=['Lennon'])
|
||||||
---------------------
|
|
||||||
|
|
||||||
Each ``QuerySet`` contains a cache, to minimize database access.
|
Always use ``params`` instead of embedding values directly into ``select``
|
||||||
|
or ``where`` because ``params`` will ensure values are quoted correctly
|
||||||
|
according to your particular backend. (For example, quotes will be escaped
|
||||||
|
correctly.)
|
||||||
|
|
||||||
In a newly created ``QuerySet``, this cache is empty. The first time a
|
Bad::
|
||||||
``QuerySet`` is evaluated -- and, hence, a database query happens -- Django
|
|
||||||
saves the query results in the ``QuerySet``'s cache and returns the results
|
|
||||||
that have been explicitly requested (e.g., the next element, if the
|
|
||||||
``QuerySet`` is being iterated over). Subsequent evaluations of the
|
|
||||||
``QuerySet`` reuse the cached results.
|
|
||||||
|
|
||||||
Keep this caching behavior in mind, because it may bite you if you don't use
|
Entry.objects.extra(where=["headline='Lennon'"])
|
||||||
your ``QuerySet``s correctly. For example, the following will create two
|
|
||||||
``QuerySet``s, evaluate them, and throw them away::
|
|
||||||
|
|
||||||
print [e.headline for e in Entry.objects.all()]
|
Good::
|
||||||
print [e.pub_date for e in Entry.objects.all()]
|
|
||||||
|
|
||||||
That means the same database query will be executed twice, effectively doubling
|
Entry.objects.extra(where=['headline=%s'], params=['Lennon'])
|
||||||
your database load. Also, there's a possibility the two lists may not include
|
|
||||||
the same database records, because an ``Entry`` may have been added or deleted
|
|
||||||
in the split second between the two requests.
|
|
||||||
|
|
||||||
To avoid this problem, simply save the ``QuerySet`` and reuse it::
|
QuerySet methods that do not return QuerySets
|
||||||
|
---------------------------------------------
|
||||||
|
|
||||||
queryset = Poll.objects.all()
|
The following ``QuerySet`` methods evaluate the ``QuerySet`` and return
|
||||||
print [p.headline for p in queryset] # Evaluate the query set.
|
something *other than* a ``QuerySet``.
|
||||||
print [p.pub_date for p in queryset] # Re-use the cache from the evaluation.
|
|
||||||
|
|
||||||
|
These methods do not use a cache (see _`Caching and QuerySets` below). Rather,
|
||||||
|
they query the database each time they're called.
|
||||||
|
|
||||||
|
get(**kwargs)
|
||||||
|
~~~~~~~~~~~~~
|
||||||
|
|
||||||
Deleting objects
|
Returns the object matching the given lookup parameters, which should be in
|
||||||
================
|
the format described in _`Field lookups`.
|
||||||
|
|
||||||
|
``get()`` raises ``AssertionError`` if more than one object was found.
|
||||||
|
|
||||||
|
``get()`` raises a ``DoesNotExist`` exception if an object wasn't found for the
|
||||||
|
given parameters. The ``DoesNotExist`` exception is an attribute of the model
|
||||||
|
class. Example::
|
||||||
|
|
||||||
|
Entry.objects.get(id='foo') # raises Entry.DoesNotExist
|
||||||
|
|
||||||
|
The ``DoesNotExist`` exception inherits from
|
||||||
|
``django.core.exceptions.ObjectDoesNotExist``, so you can target multiple
|
||||||
|
``DoesNotExist`` exceptions. Example::
|
||||||
|
|
||||||
|
from django.core.exceptions import ObjectDoesNotExist
|
||||||
|
try:
|
||||||
|
e = Entry.objects.get(id=3)
|
||||||
|
b = Blog.objects.get(id=1)
|
||||||
|
except ObjectDoesNotExist:
|
||||||
|
print "Either the entry or blog doesn't exist."
|
||||||
|
|
||||||
|
count()
|
||||||
|
~~~~~~~
|
||||||
|
|
||||||
|
Returns an integer representing the number of objects in the database matching
|
||||||
|
the ``QuerySet``. ``count()`` never raises exceptions.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
# Returns the total number of entries in the database.
|
||||||
|
Entry.objects.count()
|
||||||
|
|
||||||
|
# Returns the number of entries whose headline contains 'Lennon'
|
||||||
|
Entry.objects.filter(headline__contains='Lennon').count()
|
||||||
|
|
||||||
|
``count()`` performs a ``SELECT COUNT(*)`` behind the scenes, so you should
|
||||||
|
always use ``count()`` rather than loading all of the record into Python
|
||||||
|
objects and calling ``len()`` on the result.
|
||||||
|
|
||||||
|
Depending on which database you're using (e.g. PostgreSQL vs. MySQL),
|
||||||
|
``count()`` may return a long integer instead of a normal Python integer. This
|
||||||
|
is an underlying implementation quirk that shouldn't pose any real-world
|
||||||
|
problems.
|
||||||
|
|
||||||
|
in_bulk(id_list)
|
||||||
|
~~~~~~~~~~~~~~~~
|
||||||
|
|
||||||
|
Takes a list of primary-key values and returns a dictionary mapping each
|
||||||
|
primary-key value to an instance of the object with the given ID.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
>>> Blog.objects.in_bulk([1])
|
||||||
|
{1: Beatles Blog}
|
||||||
|
>>> Blog.objects.in_bulk([1, 2])
|
||||||
|
{1: Beatles Blog, 2: Cheddar Talk}
|
||||||
|
>>> Blog.objects.in_bulk([])
|
||||||
|
{}
|
||||||
|
|
||||||
|
If you pass ``in_bulk()`` an empty list, you'll get an empty dictionary.
|
||||||
|
|
||||||
|
latest(field_name=None)
|
||||||
|
~~~~~~~~~~~~~~~~~~~~~~~
|
||||||
|
|
||||||
|
Returns the latest object in the table, by date, using the ``field_name``
|
||||||
|
provided as the date field.
|
||||||
|
|
||||||
|
This example returns the latest ``Entry`` in the table, according to the
|
||||||
|
``pub_date`` field::
|
||||||
|
|
||||||
|
Entry.objects.latest('pub_date')
|
||||||
|
|
||||||
|
If your model's ``Meta`` specifies ``get_latest_by``, you can leave off the
|
||||||
|
``field_name`` argument to ``latest()``. Django will use the field specified in
|
||||||
|
``get_latest_by`` by default.
|
||||||
|
|
||||||
|
Like ``get()``, ``latest()`` raises ``DoesNotExist`` if an object doesn't
|
||||||
|
exist with the given parameters.
|
||||||
|
|
||||||
|
Note ``latest()`` exists purely for convenience and readability.
|
||||||
|
|
||||||
Field lookups
|
Field lookups
|
||||||
=============
|
-------------
|
||||||
|
|
||||||
Basic field lookups take the form ``field__lookuptype`` (that's a
|
Field lookups are how you specify the meat of an SQL ``WHERE`` clause. They're
|
||||||
double-underscore). For example::
|
specified as keyword arguments to the ``QuerySet`` methods ``filter()``,
|
||||||
|
``exclude()`` and ``get()``.
|
||||||
|
|
||||||
Poll.objects.filter(pub_date__lte=datetime.now())
|
Basic lookups keyword arguments take the form ``field__lookuptype=value``.
|
||||||
|
(That's a double-underscore). For example::
|
||||||
|
|
||||||
|
Entry.objects.filter(pub_date__lte='2006-01-01')
|
||||||
|
|
||||||
translates (roughly) into the following SQL::
|
translates (roughly) into the following SQL::
|
||||||
|
|
||||||
SELECT * FROM polls_poll WHERE pub_date <= NOW();
|
SELECT * FROM blog_entry WHERE pub_date <= '2006-01-01';
|
||||||
|
|
||||||
.. admonition:: How this is possible
|
.. admonition:: How this is possible
|
||||||
|
|
||||||
@ -620,48 +753,223 @@ translates (roughly) into the following SQL::
|
|||||||
arguments whose names and values are evaluated at runtime. For more
|
arguments whose names and values are evaluated at runtime. For more
|
||||||
information, see `Keyword Arguments`_ in the official Python tutorial.
|
information, see `Keyword Arguments`_ in the official Python tutorial.
|
||||||
|
|
||||||
The DB API supports the following lookup types:
|
The database API supports the following lookup types:
|
||||||
|
|
||||||
|
exact
|
||||||
|
~~~~~
|
||||||
|
|
||||||
|
Exact match.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.get(id__exact=14)
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE id = 14;
|
||||||
|
|
||||||
|
iexact
|
||||||
|
~~~~~~
|
||||||
|
|
||||||
|
Case-insensitive exact match.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Blog.objects.get(name__iexact='beatles blog')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE name ILIKE 'beatles blog';
|
||||||
|
|
||||||
|
Note this will match ``'Beatles Blog'``, ``'beatles blog'``,
|
||||||
|
``'BeAtLes BLoG'``, etc.
|
||||||
|
|
||||||
|
contains
|
||||||
|
~~~~~~~~
|
||||||
|
|
||||||
|
Case-sensitive containment test.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.get(headline__contains='Lennon')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline LIKE '%Lennon%';
|
||||||
|
|
||||||
|
Note this will match the headline ``'Today Lennon honored'`` but not
|
||||||
|
``'today lennon honored'``.
|
||||||
|
|
||||||
|
SQLite doesn't support case-sensitive ``LIKE`` statements; ``contains`` acts
|
||||||
|
like ``icontains`` for SQLite.
|
||||||
|
|
||||||
|
icontains
|
||||||
|
~~~~~~~~~
|
||||||
|
|
||||||
|
Case-insensitive containment test.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.get(headline__icontains='Lennon')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline ILIKE '%Lennon%';
|
||||||
|
|
||||||
|
gt
|
||||||
|
~~
|
||||||
|
|
||||||
|
Greater than.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(id__gt=4)
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE id > 4;
|
||||||
|
|
||||||
|
gte
|
||||||
|
~~~
|
||||||
|
|
||||||
|
Greater than or equal to.
|
||||||
|
|
||||||
|
lt
|
||||||
|
~~
|
||||||
|
|
||||||
|
Less than.
|
||||||
|
|
||||||
|
lte
|
||||||
|
~~~
|
||||||
|
|
||||||
|
Less than or equal to.
|
||||||
|
|
||||||
|
in
|
||||||
|
~~
|
||||||
|
|
||||||
|
In a given list.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(id__in=[1, 3, 4])
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE id IN (1, 3, 4);
|
||||||
|
|
||||||
|
startswith
|
||||||
|
~~~~~~~~~~
|
||||||
|
|
||||||
|
Case-sensitive starts-with.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(headline__startswith='Will')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline LIKE 'Will%';
|
||||||
|
|
||||||
|
SQLite doesn't support case-sensitive ``LIKE`` statements; ``startswith`` acts
|
||||||
|
like ``istartswith`` for SQLite.
|
||||||
|
|
||||||
|
istartswith
|
||||||
|
~~~~~~~~~~~
|
||||||
|
|
||||||
|
Case-insensitive starts-with.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(headline__istartswith='will')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline ILIKE 'Will%';
|
||||||
|
|
||||||
|
endswith
|
||||||
|
~~~~~~~~
|
||||||
|
|
||||||
|
Case-sensitive ends-with.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(headline__endswith='cats')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline LIKE '%cats';
|
||||||
|
|
||||||
|
SQLite doesn't support case-sensitive ``LIKE`` statements; ``endswith`` acts
|
||||||
|
like ``iendswith`` for SQLite.
|
||||||
|
|
||||||
|
iendswith
|
||||||
|
~~~~~~~~~
|
||||||
|
|
||||||
|
Case-insensitive ends-with.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(headline__iendswith='will')
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE headline ILIKE '%will'
|
||||||
|
|
||||||
|
range
|
||||||
|
~~~~~
|
||||||
|
|
||||||
|
Range test (inclusive).
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
start_date = datetime.date(2005, 1, 1)
|
||||||
|
end_date = datetime.date(2005, 3, 31)
|
||||||
|
Entry.objects.filter(pub_date__range=(start_date, end_date))
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE pub_date BETWEEN '2005-01-01' and '2005-03-31';
|
||||||
|
|
||||||
|
You can use ``range`` anywhere you can use ``BETWEEN`` in SQL -- for dates,
|
||||||
|
numbers and even characters.
|
||||||
|
|
||||||
|
year
|
||||||
|
~~~~
|
||||||
|
|
||||||
|
For date/datetime fields, exact year match.
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
Entry.objects.filter(pub_date__year=2005)
|
||||||
|
|
||||||
|
SQL equivalent::
|
||||||
|
|
||||||
|
SELECT ... WHERE EXTRACT('year' FROM pub_date) = '2005';
|
||||||
|
|
||||||
|
(The exact SQL syntax varies for each database engine.)
|
||||||
|
|
||||||
|
|
||||||
|
TODO: Left off here
|
||||||
|
|
||||||
=========== ==============================================================
|
=========== ==============================================================
|
||||||
Type Description
|
Type Description
|
||||||
=========== ==============================================================
|
=========== ==============================================================
|
||||||
exact Exact match: ``Poll.objects.get(id__exact=14)`` returns all
|
|
||||||
polls with an ID of exactly 14.
|
|
||||||
iexact Case-insensitive exact match:
|
|
||||||
``Poll.objects.filter(slug__iexact="foo")`` matches a slug of
|
|
||||||
``foo``, ``FOO``, ``fOo``, etc.
|
|
||||||
contains Case-sensitive containment test:
|
|
||||||
``Poll.objects.filter(question__contains="spam")`` returns all polls
|
|
||||||
that contain "spam" in the question. (PostgreSQL and MySQL
|
|
||||||
only. SQLite doesn't support case-sensitive LIKE statements;
|
|
||||||
``contains`` will act like ``icontains`` for SQLite.)
|
|
||||||
icontains Case-insensitive containment test.
|
|
||||||
gt Greater than: ``Poll.objects.filter(id__gt=4)``.
|
|
||||||
gte Greater than or equal to.
|
|
||||||
lt Less than.
|
|
||||||
lte Less than or equal to.
|
|
||||||
in In a given list: ``Poll.objects.filter(id__in=[1, 3, 4])`` returns
|
|
||||||
a list of polls whose IDs are either 1, 3 or 4.
|
|
||||||
startswith Case-sensitive starts-with:
|
|
||||||
``Poll.objects.filter(question__startswith="Would")``. (PostgreSQL
|
|
||||||
and MySQL only. SQLite doesn't support case-sensitive LIKE
|
|
||||||
statements; ``startswith`` will act like ``istartswith`` for
|
|
||||||
SQLite.)
|
|
||||||
endswith Case-sensitive ends-with. (PostgreSQL and MySQL only.)
|
|
||||||
istartswith Case-insensitive starts-with.
|
|
||||||
iendswith Case-insensitive ends-with.
|
|
||||||
range Range test:
|
|
||||||
``Poll.objects.filter(pub_date__range=(start_date, end_date))``
|
|
||||||
returns all polls with a pub_date between ``start_date``
|
|
||||||
and ``end_date`` (inclusive).
|
|
||||||
year For date/datetime fields, exact year match:
|
|
||||||
``Poll.objects.count(pub_date__year=2005)``.
|
|
||||||
month For date/datetime fields, exact month match.
|
month For date/datetime fields, exact month match.
|
||||||
day For date/datetime fields, exact day match.
|
day For date/datetime fields, exact day match.
|
||||||
isnull True/False; does is IF NULL/IF NOT NULL lookup:
|
isnull True/False; does is IF NULL/IF NOT NULL lookup:
|
||||||
``Poll.objects.filter(expire_date__isnull=True)``.
|
``Poll.objects.filter(expire_date__isnull=True)``.
|
||||||
=========== ==============================================================
|
=========== ==============================================================
|
||||||
|
|
||||||
|
Escaping parenthesis and underscores in LIKE statements
|
||||||
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
||||||
|
|
||||||
|
As you may expect,
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
If no lookup type is provided, a type of ``exact`` is assumed. The following
|
If no lookup type is provided, a type of ``exact`` is assumed. The following
|
||||||
two statements are equivalent::
|
two statements are equivalent::
|
||||||
|
|
||||||
@ -697,6 +1005,45 @@ If you pass an invalid keyword argument, the function will raise ``TypeError``.
|
|||||||
|
|
||||||
.. _`Keyword Arguments`: http://docs.python.org/tut/node6.html#SECTION006720000000000000000
|
.. _`Keyword Arguments`: http://docs.python.org/tut/node6.html#SECTION006720000000000000000
|
||||||
|
|
||||||
|
Caching and QuerySets
|
||||||
|
---------------------
|
||||||
|
|
||||||
|
Each ``QuerySet`` contains a cache, to minimize database access. It's important
|
||||||
|
to understand how it works, in order to write the most efficient code.
|
||||||
|
|
||||||
|
In a newly created ``QuerySet``, the cache is empty. The first time a
|
||||||
|
``QuerySet`` is evaluated -- and, hence, a database query happens -- Django
|
||||||
|
saves the query results in the ``QuerySet``'s cache and returns the results
|
||||||
|
that have been explicitly requested (e.g., the next element, if the
|
||||||
|
``QuerySet`` is being iterated over). Subsequent evaluations of the
|
||||||
|
``QuerySet`` reuse the cached results.
|
||||||
|
|
||||||
|
Keep this caching behavior in mind, because it may bite you if you don't use
|
||||||
|
your ``QuerySet``s correctly. For example, the following will create two
|
||||||
|
``QuerySet``s, evaluate them, and throw them away::
|
||||||
|
|
||||||
|
print [e.headline for e in Entry.objects.all()]
|
||||||
|
print [e.pub_date for e in Entry.objects.all()]
|
||||||
|
|
||||||
|
That means the same database query will be executed twice, effectively doubling
|
||||||
|
your database load. Also, there's a possibility the two lists may not include
|
||||||
|
the same database records, because an ``Entry`` may have been added or deleted
|
||||||
|
in the split second between the two requests.
|
||||||
|
|
||||||
|
To avoid this problem, simply save the ``QuerySet`` and reuse it::
|
||||||
|
|
||||||
|
queryset = Poll.objects.all()
|
||||||
|
print [p.headline for p in queryset] # Evaluate the query set.
|
||||||
|
print [p.pub_date for p in queryset] # Re-use the cache from the evaluation.
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
Deleting objects
|
||||||
|
================
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
OR lookups
|
OR lookups
|
||||||
==========
|
==========
|
||||||
|
|
||||||
@ -772,54 +1119,6 @@ See the `OR lookups examples page`_ for more examples.
|
|||||||
.. _OR lookups examples page: http://www.djangoproject.com/documentation/models/or_lookups/
|
.. _OR lookups examples page: http://www.djangoproject.com/documentation/models/or_lookups/
|
||||||
|
|
||||||
|
|
||||||
Specialist QuerySet evaluation
|
|
||||||
==============================
|
|
||||||
|
|
||||||
The following specialist functions can also be used to evaluate a Query Set.
|
|
||||||
Unlike iteration or slicing, these methods do not populate the cache; each
|
|
||||||
time one of these evaluation functions is used, the database will be queried.
|
|
||||||
|
|
||||||
``get(**kwargs)``
|
|
||||||
-----------------
|
|
||||||
|
|
||||||
Returns the object matching the given lookup parameters, which should be in
|
|
||||||
the format described in _`Field lookups`. Raises a module-level
|
|
||||||
``DoesNotExist`` exception if an object wasn't found for the given parameters.
|
|
||||||
Raises ``AssertionError`` if more than one object was found.
|
|
||||||
|
|
||||||
``count()``
|
|
||||||
-----------
|
|
||||||
|
|
||||||
Returns an integer representing the number of objects in the database matching
|
|
||||||
the Query Set. ``count()`` never raises exceptions.
|
|
||||||
|
|
||||||
Depending on which database you're using (e.g. PostgreSQL vs. MySQL), this may
|
|
||||||
return a long integer instead of a normal Python integer.
|
|
||||||
|
|
||||||
``in_bulk(id_list)``
|
|
||||||
--------------------
|
|
||||||
|
|
||||||
Takes a list of IDs and returns a dictionary mapping each ID to an instance of
|
|
||||||
the object with the given ID. For example::
|
|
||||||
|
|
||||||
>>> Poll.objects.in_bulk([1])
|
|
||||||
{1: What's up?}
|
|
||||||
>>> Poll.objects.in_bulk([1, 2])
|
|
||||||
{1: What's up?, 2: What's your name?}
|
|
||||||
>>> Poll.objects.in_bulk([])
|
|
||||||
{}
|
|
||||||
|
|
||||||
``latest(field_name=None)``
|
|
||||||
---------------------------
|
|
||||||
|
|
||||||
Returns the latest object, according to the model's 'get_latest_by'
|
|
||||||
Meta option, or using the field_name provided. For example::
|
|
||||||
|
|
||||||
>>> Poll.objects.latest()
|
|
||||||
What's up?
|
|
||||||
>>> Poll.objects.latest('expire_date')
|
|
||||||
What's your name?
|
|
||||||
|
|
||||||
Relationships (joins)
|
Relationships (joins)
|
||||||
=====================
|
=====================
|
||||||
|
|
||||||
|
Loading…
x
Reference in New Issue
Block a user