Django休息框架嵌套自引用对象

时间:2012-11-14 10:18:27

标签: django django-rest-framework

我的模型看起来像这样:

class Category(models.Model):
    parentCategory = models.ForeignKey('self', blank=True, null=True, related_name='subcategories')
    name = models.CharField(max_length=200)
    description = models.CharField(max_length=500)

我设法使用序列化器获得所有类别的平面json表示:

class CategorySerializer(serializers.HyperlinkedModelSerializer):
    parentCategory = serializers.PrimaryKeyRelatedField()
    subcategories = serializers.ManyRelatedField()

    class Meta:
        model = Category
        fields = ('parentCategory', 'name', 'description', 'subcategories')

现在我要做的是子类别列表具有子类别的内联json表示而不是它们的ID。我怎么用django-rest-framework做到这一点?我试图在文档中找到它,但似乎不完整。

11 个答案:

答案 0 :(得分:59)

不使用ManyRelatedField,而是使用嵌套的序列化程序作为字段:

class SubCategorySerializer(serializers.ModelSerializer):
    class Meta:
        model = Category
        fields = ('name', 'description')

class CategorySerializer(serializers.ModelSerializer):
    parentCategory = serializers.PrimaryKeyRelatedField()
    subcategories = serializers.SubCategorySerializer()

    class Meta:
        model = Category
        fields = ('parentCategory', 'name', 'description', 'subcategories')

如果您想处理任意嵌套的字段,您应该查看文档的customising the default fields部分。您目前无法直接将序列化程序声明为字段,但您可以使用这些方法覆盖默认情况下使用的字段。

class CategorySerializer(serializers.ModelSerializer):
    parentCategory = serializers.PrimaryKeyRelatedField()

    class Meta:
        model = Category
        fields = ('parentCategory', 'name', 'description', 'subcategories')

        def get_related_field(self, model_field):
            # Handles initializing the `subcategories` field
            return CategorySerializer()

实际上,正如您所指出的,上述情况并不完全正确。 这有点像黑客,但您可能会尝试在已经声明序列化程序后添加字段。

class CategorySerializer(serializers.ModelSerializer):
    parentCategory = serializers.PrimaryKeyRelatedField()

    class Meta:
        model = Category
        fields = ('parentCategory', 'name', 'description', 'subcategories')

CategorySerializer.base_fields['subcategories'] = CategorySerializer()

需要添加声明递归关系的机制。


修改:请注意,现在有一个专门处理此类用例的第三方软件包。请参阅djangorestframework-recursive

答案 1 :(得分:41)

@ wjin的解决方案对我很有用,直到我升级到Django REST框架3.0.0,该框架弃用了 to_native 。这是我的DRF 3.0解决方案,稍作修改。

假设您有一个带有自引用字段的模型,例如名为“回复”的属性中的线程注释。您有此注释线程的树表示,并且您想要序列化树

首先,定义可重用的RecursiveField类

class RecursiveField(serializers.Serializer):
    def to_representation(self, value):
        serializer = self.parent.parent.__class__(value, context=self.context)
        return serializer.data

然后,对于序列化程序,使用RecursiveField序列化“回复”的值

class CommentSerializer(serializers.Serializer):
    replies = RecursiveField(many=True)

    class Meta:
        model = Comment
        fields = ('replies, ....)

简单易用,您只需要4行代码即可实现可重复使用的解决方案。

注意:如果你的数据结构比树更复杂,比如说一个有向无环图(FANCY!)那么你可以试试@ wjin的包 - 看看他的解决方案。但是我对基于MPTTModel的树的解决方案没有任何问题。

答案 2 :(得分:24)

这里比赛的后期,但这是我的解决方案。假设我正在序列化一个Blah,还有多个Blah类型的孩子。

    class RecursiveField(serializers.Serializer):
        def to_native(self, value):
            return self.parent.to_native(value)

使用此字段,我可以序列化具有许多子对象的递归定义对象

    class BlahSerializer(serializers.Serializer):
        name = serializers.Field()
        child_blahs = RecursiveField(many=True)

我为DRF3.0编写了一个递归字段并将其打包为pip https://pypi.python.org/pypi/djangorestframework-recursive/

答案 3 :(得分:14)

另一个适用于Django REST Framework 3.3.2的选项:

class CategorySerializer(serializers.ModelSerializer):
    class Meta:
        model = Category
        fields = ('id', 'name', 'parentid', 'subcategories')

    def get_fields(self):
        fields = super(CategorySerializer, self).get_fields()
        fields['subcategories'] = CategorySerializer(many=True)
        return fields

答案 4 :(得分:9)

另一种选择是在序列化模型的视图中进行递归。这是一个例子:

class DepartmentSerializer(ModelSerializer):
    class Meta:
        model = models.Department


class DepartmentViewSet(ModelViewSet):
    model = models.Department
    serializer_class = DepartmentSerializer

    def serialize_tree(self, queryset):
        for obj in queryset:
            data = self.get_serializer(obj).data
            data['children'] = self.serialize_tree(obj.children.all())
            yield data

    def list(self, request):
        queryset = self.get_queryset().filter(level=0)
        data = self.serialize_tree(queryset)
        return Response(data)

    def retrieve(self, request, pk=None):
        self.object = self.get_object()
        data = self.serialize_tree([self.object])
        return Response(data)

答案 5 :(得分:8)

我最近遇到了同样的问题,并提出了一个迄今为止似乎有效的解决方案,即使对于任意深度也是如此。 解决方案是汤姆克里斯蒂的一个小修改:

class CategorySerializer(serializers.ModelSerializer):
    parentCategory = serializers.PrimaryKeyRelatedField()

    def convert_object(self, obj):
        #Add any self-referencing fields here (if not already done)
        if not self.fields.has_key('subcategories'):
            self.fields['subcategories'] = CategorySerializer()      
        return super(CategorySerializer,self).convert_object(obj) 

    class Meta:
        model = Category
        #do NOT include self-referencing fields here
        #fields = ('parentCategory', 'name', 'description', 'subcategories')
        fields = ('parentCategory', 'name', 'description')
#This is not needed
#CategorySerializer.base_fields['subcategories'] = CategorySerializer()

我不确定它是否可以在任何情况下可靠地工作,但是......

答案 6 :(得分:8)

我能够使用serializers.SerializerMethodField来实现此结果。我不确定这是不是最好的方式,但对我有用:

class CategorySerializer(serializers.ModelSerializer):

    subcategories = serializers.SerializerMethodField(
        read_only=True, method_name="get_child_categories")

    class Meta:
        model = Category
        fields = [
            'name',
            'category_id',
            'subcategories',
        ]

    def get_child_categories(self, obj):
        """ self referral field """
        serializer = CategorySerializer(
            instance=obj.subcategories_set.all(),
            many=True
        )
        return serializer.data

答案 7 :(得分:6)

这是适用于drf 3.0.5和django 2.7.4的caipirginka解决方案:

class CategorySerializer(serializers.ModelSerializer):

    def to_representation(self, obj):
        #Add any self-referencing fields here (if not already done)
        if 'branches' not in self.fields:
            self.fields['subcategories'] = CategorySerializer(obj, many=True)      
        return super(CategorySerializer, self).to_representation(obj) 

    class Meta:
        model = Category
        fields = ('id', 'description', 'parentCategory')

请注意,使用object和many = True属性调用第6行中的CategorySerializer。

答案 8 :(得分:5)

我以为我会参加这个有趣的活动!

通过wjinMark Chackerian我创建了一个更通用的解决方案,适用于具有直通模型的直接树状模型和树结构。我不确定这是否属于它自己的答案,但我想我不妨把它放在某个地方。我包含了一个max_depth选项,它可以防止无限递归,在最深层次上,子项被表示为URLS(如果您不想使用url,那么这是最后一个else子句)。

from rest_framework.reverse import reverse
from rest_framework import serializers

class RecursiveField(serializers.Serializer):
    """
    Can be used as a field within another serializer,
    to produce nested-recursive relationships. Works with
    through models, and limited and/or arbitrarily deep trees.
    """
    def __init__(self, **kwargs):
        self._recurse_through = kwargs.pop('through_serializer', None)
        self._recurse_max = kwargs.pop('max_depth', None)
        self._recurse_view = kwargs.pop('reverse_name', None)
        self._recurse_attr = kwargs.pop('reverse_attr', None)
        self._recurse_many = kwargs.pop('many', False)

        super(RecursiveField, self).__init__(**kwargs)

    def to_representation(self, value):
        parent = self.parent
        if isinstance(parent, serializers.ListSerializer):
            parent = parent.parent

        lvl = getattr(parent, '_recurse_lvl', 1)
        max_lvl = self._recurse_max or getattr(parent, '_recurse_max', None)

        # Defined within RecursiveField(through_serializer=A)
        serializer_class = self._recurse_through
        is_through = has_through = True

        # Informed by previous serializer (for through m2m)
        if not serializer_class:
            is_through = False
            serializer_class = getattr(parent, '_recurse_next', None)

        # Introspected for cases without through models.
        if not serializer_class:
            has_through = False
            serializer_class = parent.__class__

        if is_through or not max_lvl or lvl <= max_lvl: 
            serializer = serializer_class(
                value, many=self._recurse_many, context=self.context)

            # Propagate hereditary attributes.
            serializer._recurse_lvl = lvl + is_through or not has_through
            serializer._recurse_max = max_lvl

            if is_through:
                # Delay using parent serializer till next lvl.
                serializer._recurse_next = parent.__class__

            return serializer.data
        else:
            view = self._recurse_view or self.context['request'].resolver_match.url_name
            attr = self._recurse_attr or 'id'
            return reverse(view, args=[getattr(value, attr)],
                           request=self.context['request'])

答案 9 :(得分:4)

使用Django REST框架3.3.1,我需要以下代码才能将子类别添加到类别中:

models.py

class Category(models.Model):

    id = models.AutoField(
        primary_key=True
    )

    name = models.CharField(
        max_length=45, 
        blank=False, 
        null=False
    )

    parentid = models.ForeignKey(
        'self',
        related_name='subcategories',
        blank=True,
        null=True
    )

    class Meta:
        db_table = 'Categories'

serializers.py

class SubcategorySerializer(serializers.ModelSerializer):

    class Meta:
        model = Category
        fields = ('id', 'name', 'parentid')


class CategorySerializer(serializers.ModelSerializer):
    subcategories = SubcategorySerializer(many=True, read_only=True)

    class Meta:
        model = Category
        fields = ('id', 'name', 'parentid', 'subcategories')

答案 10 :(得分:1)

此解决方案与此处发布的其他解决方案几乎类似,但是在根本上,就子重发问题而言(如果您认为这是一个问题)有细微差别。例如

class RecursiveSerializer(serializers.Serializer):
    def to_representation(self, value):
        serializer = self.parent.parent.__class__(value, context=self.context)
        return serializer.data

class CategoryListSerializer(ModelSerializer):
    sub_category = RecursiveSerializer(many=True, read_only=True)

    class Meta:
        model = Category
        fields = (
            'name',
            'slug',
            'parent', 
            'sub_category'
    )

,如果您有此视图

class CategoryListAPIView(ListAPIView):
    queryset = Category.objects.all()
    serializer_class = CategoryListSerializer

这将产生以下结果,

[
{
    "name": "parent category",
    "slug": "parent-category",
    "parent": null,
    "sub_category": [
        {
            "name": "child category",
            "slug": "child-category",
            "parent": 20,  
            "sub_category": []
        }
    ]
},
{
    "name": "child category",
    "slug": "child-category",
    "parent": 20,
    "sub_category": []
}
]

这里parent category有一个child category,而json表示正是我们想要表示的。

,但是您可以看到在根级别重复了child category

有些人在上面发布的答案的评论部分中问到我们如何才能在根级别停止此子重复,只需使用parent=None过滤查询集,例如以下

class CategoryListAPIView(ListAPIView):
    queryset = Category.objects.filter(parent=None)
    serializer_class = CategoryListSerializer

它将解决问题。

注意:此答案可能与问题没有直接关系,但是问题与问题有某种联系。同样,使用RecursiveSerializer的方法也很昂贵。如果您使用其他易于表现的选项,那就更好了。

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