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Mention backward relationships in aggregate docs.
Thanks Anssi and Marc Tamlyn for reviewing. Fixes #19803.
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@ -21,14 +21,12 @@ used to track the inventory for a series of online bookstores:
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class Author(models.Model):
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name = models.CharField(max_length=100)
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age = models.IntegerField()
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friends = models.ManyToManyField('self', blank=True)
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class Publisher(models.Model):
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name = models.CharField(max_length=300)
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num_awards = models.IntegerField()
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class Book(models.Model):
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isbn = models.CharField(max_length=9)
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name = models.CharField(max_length=300)
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pages = models.IntegerField()
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price = models.DecimalField(max_digits=10, decimal_places=2)
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@ -40,6 +38,7 @@ used to track the inventory for a series of online bookstores:
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class Store(models.Model):
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name = models.CharField(max_length=300)
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books = models.ManyToManyField(Book)
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registered_users = models.PositiveIntegerField()
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Cheat sheet
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===========
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@ -64,6 +63,9 @@ In a hurry? Here's how to do common aggregate queries, assuming the models above
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>>> Book.objects.all().aggregate(Max('price'))
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{'price__max': Decimal('81.20')}
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# All the following queries involve traversing the Book<->Publisher
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# many-to-many relationship backward
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# Each publisher, each with a count of books as a "num_books" attribute.
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>>> from django.db.models import Count
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>>> pubs = Publisher.objects.annotate(num_books=Count('book'))
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@ -73,7 +75,6 @@ In a hurry? Here's how to do common aggregate queries, assuming the models above
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73
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# The top 5 publishers, in order by number of books.
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>>> from django.db.models import Count
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>>> pubs = Publisher.objects.annotate(num_books=Count('book')).order_by('-num_books')[:5]
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>>> pubs[0].num_books
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1323
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@ -169,7 +170,7 @@ specify the annotation::
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Unlike ``aggregate()``, ``annotate()`` is *not* a terminal clause. The output
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of the ``annotate()`` clause is a ``QuerySet``; this ``QuerySet`` can be
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modified using any other ``QuerySet`` operation, including ``filter()``,
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``order_by``, or even additional calls to ``annotate()``.
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``order_by()``, or even additional calls to ``annotate()``.
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Joins and aggregates
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====================
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@ -205,6 +206,50 @@ issue the query::
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>>> Store.objects.aggregate(youngest_age=Min('books__authors__age'))
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Following relationships backwards
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---------------------------------
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In a way similar to :ref:`lookups-that-span-relationships`, aggregations and
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annotations on fields of models or models that are related to the one you are
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querying can include traversing "reverse" relationships. The lowercase name
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of related models and double-underscores are used here too.
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For example, we can ask for all publishers, annotated with their respective
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total book stock counters (note how we use `'book'` to specify the
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Publisher->Book reverse foreign key hop)::
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>>> from django.db.models import Count, Min, Sum, Max, Avg
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>>> Publisher.objects.annotate(Count('book'))
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(Every Publisher in the resulting QuerySet will have an extra attribute called
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``book__count``.)
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We can also ask for the oldest book of any of those managed by every publisher::
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>>> Publisher.objects.aggregate(oldest_pubdate=Min('book__pubdate'))
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(The resulting dictionary will have a key called ``'oldest_pubdate'``. If no
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such alias was specified, it would be the rather long ``'book__pubdate__min'``.)
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This doesn't apply just to foreign keys. It also works with many-to-many
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relations. For example, we can ask for every author, annotated with the total
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number of pages considering all the books he/she has (co-)authored (note how we
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use `'book'` to specify the Author->Book reverse many-to-many hop)::
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>>> Author.objects.annotate(total_pages=Sum('book__pages'))
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(Every Author in the resulting QuerySet will have an extra attribute called
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``total_pages``. If no such alias was specified, it would be the rather long
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``book__pages__sum``.)
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Or ask for the average rating of all the books written by author(s) we have on
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file::
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>>> Author.objects.aggregate(average_rating=Avg('book__rating'))
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(The resulting dictionary will have a key called ``'average__rating'``. If no
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such alias was specified, it would be the rather long ``'book__rating__avg'``.)
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Aggregations and other QuerySet clauses
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=======================================
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