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589 lines
24 KiB
Markdown
589 lines
24 KiB
Markdown
source: relations.py
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# Serializer relations
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> Bad programmers worry about the code.
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> Good programmers worry about data structures and their relationships.
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>
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> — [Linus Torvalds][cite]
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Relational fields are used to represent model relationships. They can be applied to `ForeignKey`, `ManyToManyField` and `OneToOneField` relationships, as well as to reverse relationships, and custom relationships such as `GenericForeignKey`.
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---
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**Note:** The relational fields are declared in `relations.py`, but by convention you should import them from the `serializers` module, using `from rest_framework import serializers` and refer to fields as `serializers.<FieldName>`.
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---
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#### Inspecting relationships.
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When using the `ModelSerializer` class, serializer fields and relationships will be automatically generated for you. Inspecting these automatically generated fields can be a useful tool for determining how to customize the relationship style.
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To do so, open the Django shell, using `python manage.py shell`, then import the serializer class, instantiate it, and print the object representation…
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>>> from myapp.serializers import AccountSerializer
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>>> serializer = AccountSerializer()
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>>> print repr(serializer) # Or `print(repr(serializer))` in Python 3.x.
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AccountSerializer():
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id = IntegerField(label='ID', read_only=True)
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name = CharField(allow_blank=True, max_length=100, required=False)
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owner = PrimaryKeyRelatedField(queryset=User.objects.all())
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# API Reference
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In order to explain the various types of relational fields, we'll use a couple of simple models for our examples. Our models will be for music albums, and the tracks listed on each album.
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class Album(models.Model):
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album_name = models.CharField(max_length=100)
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artist = models.CharField(max_length=100)
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class Track(models.Model):
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album = models.ForeignKey(Album, related_name='tracks')
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order = models.IntegerField()
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title = models.CharField(max_length=100)
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duration = models.IntegerField()
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class Meta:
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unique_together = ('album', 'order')
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ordering = ['order']
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def __unicode__(self):
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return '%d: %s' % (self.order, self.title)
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## StringRelatedField
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`StringRelatedField` may be used to represent the target of the relationship using its `__unicode__` method.
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For example, the following serializer.
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = serializers.StringRelatedField(many=True)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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Would serialize to the following representation.
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{
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'album_name': 'Things We Lost In The Fire',
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'artist': 'Low',
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'tracks': [
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'1: Sunflower',
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'2: Whitetail',
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'3: Dinosaur Act',
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...
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]
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}
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This field is read only.
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**Arguments**:
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* `many` - If applied to a to-many relationship, you should set this argument to `True`.
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## PrimaryKeyRelatedField
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`PrimaryKeyRelatedField` may be used to represent the target of the relationship using its primary key.
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For example, the following serializer:
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = serializers.PrimaryKeyRelatedField(many=True, read_only=True)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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Would serialize to a representation like this:
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{
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'album_name': 'The Roots',
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'artist': 'Undun',
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'tracks': [
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89,
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90,
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91,
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...
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]
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}
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By default this field is read-write, although you can change this behavior using the `read_only` flag.
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**Arguments**:
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* `queryset` - The queryset used for model instance lookups when validating the field input. Relationships must either set a queryset explicitly, or set `read_only=True`.
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* `many` - If applied to a to-many relationship, you should set this argument to `True`.
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* `allow_null` - If set to `True`, the field will accept values of `None` or the empty string for nullable relationships. Defaults to `False`.
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* `pk_field` - Set to a field to control serialization/deserialization of the primary key's value. For example, `pk_field=UUIDField(format='hex')` would serialize a UUID primary key into its compact hex representation.
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## HyperlinkedRelatedField
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`HyperlinkedRelatedField` may be used to represent the target of the relationship using a hyperlink.
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For example, the following serializer:
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = serializers.HyperlinkedRelatedField(
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many=True,
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read_only=True,
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view_name='track-detail'
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)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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Would serialize to a representation like this:
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{
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'album_name': 'Graceland',
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'artist': 'Paul Simon',
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'tracks': [
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'http://www.example.com/api/tracks/45/',
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'http://www.example.com/api/tracks/46/',
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'http://www.example.com/api/tracks/47/',
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...
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]
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}
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By default this field is read-write, although you can change this behavior using the `read_only` flag.
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---
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**Note**: This field is designed for objects that map to a URL that accepts a single URL keyword argument, as set using the `lookup_field` and `lookup_url_kwarg` arguments.
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This is suitable for URLs that contain a single primary key or slug argument as part of the URL.
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If you require more complex hyperlinked representation you'll need to customize the field, as described in the [custom hyperlinked fields](#custom-hyperlinked-fields) section, below.
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---
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**Arguments**:
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* `view_name` - The view name that should be used as the target of the relationship. If you're using [the standard router classes][routers] this will be a string with the format `<modelname>-detail`. **required**.
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* `queryset` - The queryset used for model instance lookups when validating the field input. Relationships must either set a queryset explicitly, or set `read_only=True`.
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* `many` - If applied to a to-many relationship, you should set this argument to `True`.
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* `allow_null` - If set to `True`, the field will accept values of `None` or the empty string for nullable relationships. Defaults to `False`.
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* `lookup_field` - The field on the target that should be used for the lookup. Should correspond to a URL keyword argument on the referenced view. Default is `'pk'`.
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* `lookup_url_kwarg` - The name of the keyword argument defined in the URL conf that corresponds to the lookup field. Defaults to using the same value as `lookup_field`.
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* `format` - If using format suffixes, hyperlinked fields will use the same format suffix for the target unless overridden by using the `format` argument.
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## SlugRelatedField
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`SlugRelatedField` may be used to represent the target of the relationship using a field on the target.
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For example, the following serializer:
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = serializers.SlugRelatedField(
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many=True,
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read_only=True,
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slug_field='title'
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)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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Would serialize to a representation like this:
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{
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'album_name': 'Dear John',
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'artist': 'Loney Dear',
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'tracks': [
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'Airport Surroundings',
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'Everything Turns to You',
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'I Was Only Going Out',
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...
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]
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}
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By default this field is read-write, although you can change this behavior using the `read_only` flag.
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When using `SlugRelatedField` as a read-write field, you will normally want to ensure that the slug field corresponds to a model field with `unique=True`.
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**Arguments**:
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* `slug_field` - The field on the target that should be used to represent it. This should be a field that uniquely identifies any given instance. For example, `username`. **required**
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* `queryset` - The queryset used for model instance lookups when validating the field input. Relationships must either set a queryset explicitly, or set `read_only=True`.
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* `many` - If applied to a to-many relationship, you should set this argument to `True`.
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* `allow_null` - If set to `True`, the field will accept values of `None` or the empty string for nullable relationships. Defaults to `False`.
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## HyperlinkedIdentityField
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This field can be applied as an identity relationship, such as the `'url'` field on a HyperlinkedModelSerializer. It can also be used for an attribute on the object. For example, the following serializer:
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class AlbumSerializer(serializers.HyperlinkedModelSerializer):
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track_listing = serializers.HyperlinkedIdentityField(view_name='track-list')
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'track_listing')
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Would serialize to a representation like this:
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{
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'album_name': 'The Eraser',
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'artist': 'Thom Yorke',
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'track_listing': 'http://www.example.com/api/track_list/12/',
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}
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This field is always read-only.
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**Arguments**:
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* `view_name` - The view name that should be used as the target of the relationship. If you're using [the standard router classes][routers] this will be a string with the format `<model_name>-detail`. **required**.
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* `lookup_field` - The field on the target that should be used for the lookup. Should correspond to a URL keyword argument on the referenced view. Default is `'pk'`.
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* `lookup_url_kwarg` - The name of the keyword argument defined in the URL conf that corresponds to the lookup field. Defaults to using the same value as `lookup_field`.
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* `format` - If using format suffixes, hyperlinked fields will use the same format suffix for the target unless overridden by using the `format` argument.
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---
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# Nested relationships
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Nested relationships can be expressed by using serializers as fields.
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If the field is used to represent a to-many relationship, you should add the `many=True` flag to the serializer field.
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## Example
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For example, the following serializer:
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class TrackSerializer(serializers.ModelSerializer):
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class Meta:
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model = Track
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fields = ('order', 'title', 'duration')
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = TrackSerializer(many=True, read_only=True)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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Would serialize to a nested representation like this:
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>>> album = Album.objects.create(album_name="The Grey Album", artist='Danger Mouse')
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>>> Track.objects.create(album=album, order=1, title='Public Service Announcement', duration=245)
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<Track: Track object>
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>>> Track.objects.create(album=album, order=2, title='What More Can I Say', duration=264)
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<Track: Track object>
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>>> Track.objects.create(album=album, order=3, title='Encore', duration=159)
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<Track: Track object>
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>>> serializer = AlbumSerializer(instance=album)
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>>> serializer.data
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{
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'album_name': 'The Grey Album',
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'artist': 'Danger Mouse',
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'tracks': [
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{'order': 1, 'title': 'Public Service Announcement', 'duration': 245},
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{'order': 2, 'title': 'What More Can I Say', 'duration': 264},
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{'order': 3, 'title': 'Encore', 'duration': 159},
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...
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],
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}
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# Writable nested serializers
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By default nested serializers are read-only. If you want to support write-operations to a nested serializer field you'll need to create `create()` and/or `update()` methods in order to explicitly specify how the child relationships should be saved.
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class TrackSerializer(serializers.ModelSerializer):
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class Meta:
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model = Track
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fields = ('order', 'title', 'duration')
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = TrackSerializer(many=True)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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def create(self, validated_data):
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tracks_data = validated_data.pop('tracks')
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album = Album.objects.create(**validated_data)
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for track_data in tracks_data:
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Track.objects.create(album=album, **track_data)
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return album
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>>> data = {
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'album_name': 'The Grey Album',
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'artist': 'Danger Mouse',
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'tracks': [
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{'order': 1, 'title': 'Public Service Announcement', 'duration': 245},
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{'order': 2, 'title': 'What More Can I Say', 'duration': 264},
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{'order': 3, 'title': 'Encore', 'duration': 159},
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],
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}
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>>> serializer = AlbumSerializer(data=data)
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>>> serializer.is_valid()
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True
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>>> serializer.save()
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<Album: Album object>
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# Custom relational fields
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To implement a custom relational field, you should override `RelatedField`, and implement the `.to_representation(self, value)` method. This method takes the target of the field as the `value` argument, and should return the representation that should be used to serialize the target. The `value` argument will typically be a model instance.
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If you want to implement a read-write relational field, you must also implement the `.to_internal_value(self, data)` method.
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To provide a dynamic queryset based on the `context`, you can also override `.get_queryset(self)` instead of specifying `.queryset` on the class or when initializing the field.
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## Example
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For example, we could define a relational field to serialize a track to a custom string representation, using its ordering, title, and duration.
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import time
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class TrackListingField(serializers.RelatedField):
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def to_representation(self, value):
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duration = time.strftime('%M:%S', time.gmtime(value.duration))
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return 'Track %d: %s (%s)' % (value.order, value.name, duration)
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class AlbumSerializer(serializers.ModelSerializer):
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tracks = TrackListingField(many=True)
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class Meta:
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model = Album
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fields = ('album_name', 'artist', 'tracks')
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This custom field would then serialize to the following representation.
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{
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'album_name': 'Sometimes I Wish We Were an Eagle',
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'artist': 'Bill Callahan',
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'tracks': [
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'Track 1: Jim Cain (04:39)',
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'Track 2: Eid Ma Clack Shaw (04:19)',
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'Track 3: The Wind and the Dove (04:34)',
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...
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]
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}
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---
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# Custom hyperlinked fields
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In some cases you may need to customize the behavior of a hyperlinked field, in order to represent URLs that require more than a single lookup field.
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You can achieve this by overriding `HyperlinkedRelatedField`. There are two methods that may be overridden:
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**get_url(self, obj, view_name, request, format)**
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The `get_url` method is used to map the object instance to its URL representation.
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May raise a `NoReverseMatch` if the `view_name` and `lookup_field`
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attributes are not configured to correctly match the URL conf.
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**get_object(self, queryset, view_name, view_args, view_kwargs)**
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If you want to support a writable hyperlinked field then you'll also want to override `get_object`, in order to map incoming URLs back to the object they represent. For read-only hyperlinked fields there is no need to override this method.
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The return value of this method should the object that corresponds to the matched URL conf arguments.
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May raise an `ObjectDoesNotExist` exception.
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## Example
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Say we have a URL for a customer object that takes two keyword arguments, like so:
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/api/<organization_slug>/customers/<customer_pk>/
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This cannot be represented with the default implementation, which accepts only a single lookup field.
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In this case we'd need to override `HyperlinkedRelatedField` to get the behavior we want:
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from rest_framework import serializers
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from rest_framework.reverse import reverse
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class CustomerHyperlink(serializers.HyperlinkedRelatedField):
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# We define these as class attributes, so we don't need to pass them as arguments.
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view_name = 'customer-detail'
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queryset = Customer.objects.all()
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def get_url(self, obj, view_name, request, format):
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url_kwargs = {
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'organization_slug': obj.organization.slug,
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'customer_pk': obj.pk
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}
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return reverse(view_name, kwargs=url_kwargs, request=request, format=format)
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def get_object(self, view_name, view_args, view_kwargs):
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lookup_kwargs = {
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'organization__slug': view_kwargs['organization_slug'],
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'pk': view_kwargs['customer_pk']
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}
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return self.get_queryset().get(**lookup_kwargs)
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Note that if you wanted to use this style together with the generic views then you'd also need to override `.get_object` on the view in order to get the correct lookup behavior.
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Generally we recommend a flat style for API representations where possible, but the nested URL style can also be reasonable when used in moderation.
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---
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# Further notes
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## The `queryset` argument
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The `queryset` argument is only ever required for *writable* relationship field, in which case it is used for performing the model instance lookup, that maps from the primitive user input, into a model instance.
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In version 2.x a serializer class could *sometimes* automatically determine the `queryset` argument *if* a `ModelSerializer` class was being used.
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This behavior is now replaced with *always* using an explicit `queryset` argument for writable relational fields.
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Doing so reduces the amount of hidden 'magic' that `ModelSerializer` provides, makes the behavior of the field more clear, and ensures that it is trivial to move between using the `ModelSerializer` shortcut, or using fully explicit `Serializer` classes.
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## Customizing the HTML display
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The built-in `__str__` method of the model will be used to generate string representations of the objects used to populate the `choices` property. These choices are used to populate select HTML inputs in the browsable API.
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To provide customized representations for such inputs, override `display_value()` of a `RelatedField` subclass. This method will receive a model object, and should return a string suitable for representing it. For example:
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class TrackPrimaryKeyRelatedField(serializers.PrimaryKeyRelatedField):
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def display_value(self, instance):
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return 'Track: %s' % (instance.title)
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## Select field cutoffs
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When rendered in the browsable API relational fields will default to only displaying a maximum of 1000 selectable items. If more items are present then a disabled option with "More than 1000 items…" will be displayed.
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This behavior is intended to prevent a template from being unable to render in an acceptable timespan due to a very large number of relationships being displayed.
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There are two keyword arguments you can use to control this behavior:
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- `html_cutoff` - If set this will be the maximum number of choices that will be displayed by a HTML select drop down. Set to `None` to disable any limiting. Defaults to `1000`.
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- `html_cutoff_text` - If set this will display a textual indicator if the maximum number of items have been cutoff in an HTML select drop down. Defaults to `"More than {count} items…"`
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In cases where the cutoff is being enforced you may want to instead use a plain input field in the HTML form. You can do so using the `style` keyword argument. For example:
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assigned_to = serializers.SlugRelatedField(
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queryset=User.objects.all(),
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slug_field='username',
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style={'base_template': 'input.html'}
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)
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## Reverse relations
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Note that reverse relationships are not automatically included by the `ModelSerializer` and `HyperlinkedModelSerializer` classes. To include a reverse relationship, you must explicitly add it to the fields list. For example:
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class AlbumSerializer(serializers.ModelSerializer):
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class Meta:
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fields = ('tracks', ...)
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You'll normally want to ensure that you've set an appropriate `related_name` argument on the relationship, that you can use as the field name. For example:
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class Track(models.Model):
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album = models.ForeignKey(Album, related_name='tracks')
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...
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If you have not set a related name for the reverse relationship, you'll need to use the automatically generated related name in the `fields` argument. For example:
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class AlbumSerializer(serializers.ModelSerializer):
|
|
class Meta:
|
|
fields = ('track_set', ...)
|
|
|
|
See the Django documentation on [reverse relationships][reverse-relationships] for more details.
|
|
|
|
## Generic relationships
|
|
|
|
If you want to serialize a generic foreign key, you need to define a custom field, to determine explicitly how you want serialize the targets of the relationship.
|
|
|
|
For example, given the following model for a tag, which has a generic relationship with other arbitrary models:
|
|
|
|
class TaggedItem(models.Model):
|
|
"""
|
|
Tags arbitrary model instances using a generic relation.
|
|
|
|
See: https://docs.djangoproject.com/en/dev/ref/contrib/contenttypes/
|
|
"""
|
|
tag_name = models.SlugField()
|
|
content_type = models.ForeignKey(ContentType)
|
|
object_id = models.PositiveIntegerField()
|
|
tagged_object = GenericForeignKey('content_type', 'object_id')
|
|
|
|
def __unicode__(self):
|
|
return self.tag_name
|
|
|
|
And the following two models, which may be have associated tags:
|
|
|
|
class Bookmark(models.Model):
|
|
"""
|
|
A bookmark consists of a URL, and 0 or more descriptive tags.
|
|
"""
|
|
url = models.URLField()
|
|
tags = GenericRelation(TaggedItem)
|
|
|
|
|
|
class Note(models.Model):
|
|
"""
|
|
A note consists of some text, and 0 or more descriptive tags.
|
|
"""
|
|
text = models.CharField(max_length=1000)
|
|
tags = GenericRelation(TaggedItem)
|
|
|
|
We could define a custom field that could be used to serialize tagged instances, using the type of each instance to determine how it should be serialized.
|
|
|
|
class TaggedObjectRelatedField(serializers.RelatedField):
|
|
"""
|
|
A custom field to use for the `tagged_object` generic relationship.
|
|
"""
|
|
|
|
def to_representation(self, value):
|
|
"""
|
|
Serialize tagged objects to a simple textual representation.
|
|
"""
|
|
if isinstance(value, Bookmark):
|
|
return 'Bookmark: ' + value.url
|
|
elif isinstance(value, Note):
|
|
return 'Note: ' + value.text
|
|
raise Exception('Unexpected type of tagged object')
|
|
|
|
If you need the target of the relationship to have a nested representation, you can use the required serializers inside the `.to_representation()` method:
|
|
|
|
def to_representation(self, value):
|
|
"""
|
|
Serialize bookmark instances using a bookmark serializer,
|
|
and note instances using a note serializer.
|
|
"""
|
|
if isinstance(value, Bookmark):
|
|
serializer = BookmarkSerializer(value)
|
|
elif isinstance(value, Note):
|
|
serializer = NoteSerializer(value)
|
|
else:
|
|
raise Exception('Unexpected type of tagged object')
|
|
|
|
return serializer.data
|
|
|
|
Note that reverse generic keys, expressed using the `GenericRelation` field, can be serialized using the regular relational field types, since the type of the target in the relationship is always known.
|
|
|
|
For more information see [the Django documentation on generic relations][generic-relations].
|
|
|
|
## ManyToManyFields with a Through Model
|
|
|
|
By default, relational fields that target a ``ManyToManyField`` with a
|
|
``through`` model specified are set to read-only.
|
|
|
|
If you explicitly specify a relational field pointing to a
|
|
``ManyToManyField`` with a through model, be sure to set ``read_only``
|
|
to ``True``.
|
|
|
|
---
|
|
|
|
# Third Party Packages
|
|
|
|
The following third party packages are also available.
|
|
|
|
## DRF Nested Routers
|
|
|
|
The [drf-nested-routers package][drf-nested-routers] provides routers and relationship fields for working with nested resources.
|
|
|
|
[cite]: http://lwn.net/Articles/193245/
|
|
[reverse-relationships]: https://docs.djangoproject.com/en/dev/topics/db/queries/#following-relationships-backward
|
|
[routers]: http://www.django-rest-framework.org/api-guide/routers#defaultrouter
|
|
[generic-relations]: https://docs.djangoproject.com/en/dev/ref/contrib/contenttypes/#id1
|
|
[2.2-announcement]: ../topics/2.2-announcement.md
|
|
[drf-nested-routers]: https://github.com/alanjds/drf-nested-routers
|