==========================Many-to-many relationships==========================.. highlight:: pyconTo define a many-to-many relationship, use:class:`~django.db.models.ManyToManyField`.In this example, an ``Article`` can be published in multiple ``Publication``objects, and a ``Publication`` has multiple ``Article`` objects:.. code-block:: pythonfrom django.db import modelsclass Publication(models.Model):title = models.CharField(max_length=30)class Meta:ordering = ['title']def __str__(self):return self.titleclass Article(models.Model):headline = models.CharField(max_length=100)publications = models.ManyToManyField(Publication)class Meta:ordering = ['headline']def __str__(self):return self.headlineWhat follows are examples of operations that can be performed using the PythonAPI facilities.Create a few ``Publications``::>>> p1 = Publication(title='The Python Journal')>>> p1.save()>>> p2 = Publication(title='Science News')>>> p2.save()>>> p3 = Publication(title='Science Weekly')>>> p3.save()Create an ``Article``::>>> a1 = Article(headline='Django lets you build web apps easily')You can't associate it with a ``Publication`` until it's been saved::>>> a1.publications.add(p1)Traceback (most recent call last):...ValueError: "<Article: Django lets you build web apps easily>" needs to have a value for field "id" before this many-to-many relationship can be used.Save it!::>>> a1.save()Associate the ``Article`` with a ``Publication``::>>> a1.publications.add(p1)Create another ``Article``, and set it to appear in the ``Publications``::>>> a2 = Article(headline='NASA uses Python')>>> a2.save()>>> a2.publications.add(p1, p2)>>> a2.publications.add(p3)Adding a second time is OK, it will not duplicate the relation::>>> a2.publications.add(p3)Adding an object of the wrong type raises :exc:`TypeError`::>>> a2.publications.add(a1)Traceback (most recent call last):...TypeError: 'Publication' instance expectedCreate and add a ``Publication`` to an ``Article`` in one step using:meth:`~django.db.models.fields.related.RelatedManager.create`::>>> new_publication = a2.publications.create(title='Highlights for Children')``Article`` objects have access to their related ``Publication`` objects::>>> a1.publications.all()<QuerySet [<Publication: The Python Journal>]>>>> a2.publications.all()<QuerySet [<Publication: Highlights for Children>, <Publication: Science News>, <Publication: Science Weekly>, <Publication: The Python Journal>]>``Publication`` objects have access to their related ``Article`` objects::>>> p2.article_set.all()<QuerySet [<Article: NASA uses Python>]>>>> p1.article_set.all()<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Publication.objects.get(id=4).article_set.all()<QuerySet [<Article: NASA uses Python>]>Many-to-many relationships can be queried using :ref:`lookups acrossrelationships <lookups-that-span-relationships>`::>>> Article.objects.filter(publications__id=1)<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications__pk=1)<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications=1)<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications=p1)<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications__title__startswith="Science")<QuerySet [<Article: NASA uses Python>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications__title__startswith="Science").distinct()<QuerySet [<Article: NASA uses Python>]>The :meth:`~django.db.models.query.QuerySet.count` function respects:meth:`~django.db.models.query.QuerySet.distinct` as well::>>> Article.objects.filter(publications__title__startswith="Science").count()2>>> Article.objects.filter(publications__title__startswith="Science").distinct().count()1>>> Article.objects.filter(publications__in=[1,2]).distinct()<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>>>> Article.objects.filter(publications__in=[p1,p2]).distinct()<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA uses Python>]>Reverse m2m queries are supported (i.e., starting at the table that doesn't havea :class:`~django.db.models.ManyToManyField`)::>>> Publication.objects.filter(id=1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(pk=1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(article__headline__startswith="NASA")<QuerySet [<Publication: Highlights for Children>, <Publication: Science News>, <Publication: Science Weekly>, <Publication: The Python Journal>]>>>> Publication.objects.filter(article__id=1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(article__pk=1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(article=1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(article=a1)<QuerySet [<Publication: The Python Journal>]>>>> Publication.objects.filter(article__in=[1,2]).distinct()<QuerySet [<Publication: Highlights for Children>, <Publication: Science News>, <Publication: Science Weekly>, <Publication: The Python Journal>]>>>> Publication.objects.filter(article__in=[a1,a2]).distinct()<QuerySet [<Publication: Highlights for Children>, <Publication: Science News>, <Publication: Science Weekly>, <Publication: The Python Journal>]>Excluding a related item works as you would expect, too (although the SQLinvolved is a little complex)::>>> Article.objects.exclude(publications=p2)<QuerySet [<Article: Django lets you build web apps easily>]>If we delete a ``Publication``, its ``Articles`` won't be able to access it::>>> p1.delete()>>> Publication.objects.all()<QuerySet [<Publication: Highlights for Children>, <Publication: Science News>, <Publication: Science Weekly>]>>>> a1 = Article.objects.get(pk=1)>>> a1.publications.all()<QuerySet []>If we delete an ``Article``, its ``Publications`` won't be able to access it::>>> a2.delete()>>> Article.objects.all()<QuerySet [<Article: Django lets you build web apps easily>]>>>> p2.article_set.all()<QuerySet []>Adding via the 'other' end of an m2m::>>> a4 = Article(headline='NASA finds intelligent life on Earth')>>> a4.save()>>> p2.article_set.add(a4)>>> p2.article_set.all()<QuerySet [<Article: NASA finds intelligent life on Earth>]>>>> a4.publications.all()<QuerySet [<Publication: Science News>]>Adding via the other end using keywords::>>> new_article = p2.article_set.create(headline='Oxygen-free diet works wonders')>>> p2.article_set.all()<QuerySet [<Article: NASA finds intelligent life on Earth>, <Article: Oxygen-free diet works wonders>]>>>> a5 = p2.article_set.all()[1]>>> a5.publications.all()<QuerySet [<Publication: Science News>]>Removing ``Publication`` from an ``Article``::>>> a4.publications.remove(p2)>>> p2.article_set.all()<QuerySet [<Article: Oxygen-free diet works wonders>]>>>> a4.publications.all()<QuerySet []>And from the other end::>>> p2.article_set.remove(a5)>>> p2.article_set.all()<QuerySet []>>>> a5.publications.all()<QuerySet []>Relation sets can be set::>>> a4.publications.all()<QuerySet [<Publication: Science News>]>>>> a4.publications.set([p3])>>> a4.publications.all()<QuerySet [<Publication: Science Weekly>]>Relation sets can be cleared::>>> p2.article_set.clear()>>> p2.article_set.all()<QuerySet []>And you can clear from the other end::>>> p2.article_set.add(a4, a5)>>> p2.article_set.all()<QuerySet [<Article: NASA finds intelligent life on Earth>, <Article: Oxygen-free diet works wonders>]>>>> a4.publications.all()<QuerySet [<Publication: Science News>, <Publication: Science Weekly>]>>>> a4.publications.clear()>>> a4.publications.all()<QuerySet []>>>> p2.article_set.all()<QuerySet [<Article: Oxygen-free diet works wonders>]>Recreate the ``Article`` and ``Publication`` we have deleted::>>> p1 = Publication(title='The Python Journal')>>> p1.save()>>> a2 = Article(headline='NASA uses Python')>>> a2.save()>>> a2.publications.add(p1, p2, p3)Bulk delete some ``Publications`` - references to deleted publications shouldgo::>>> Publication.objects.filter(title__startswith='Science').delete()>>> Publication.objects.all()<QuerySet [<Publication: Highlights for Children>, <Publication: The Python Journal>]>>>> Article.objects.all()<QuerySet [<Article: Django lets you build web apps easily>, <Article: NASA finds intelligent life on Earth>, <Article: NASA uses Python>, <Article: Oxygen-free diet works wonders>]>>>> a2.publications.all()<QuerySet [<Publication: The Python Journal>]>Bulk delete some articles - references to deleted objects should go::>>> q = Article.objects.filter(headline__startswith='Django')>>> print(q)<QuerySet [<Article: Django lets you build web apps easily>]>>>> q.delete()After the :meth:`~django.db.models.query.QuerySet.delete`, the:class:`~django.db.models.query.QuerySet` cache needs to be cleared, and thereferenced objects should be gone::>>> print(q)<QuerySet []>>>> p1.article_set.all()<QuerySet [<Article: NASA uses Python>]>