按分组并使用嵌套字段聚合

2024-06-14 13:07:48 发布

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我想使用嵌套的序列化器字段分组,并在其他字段上计算一些聚合函数

我的模型课程:

class Country(models.Model):
    code = models.CharField(max_length=5, unique=True)
    name = models.CharField(max_length=50)

class Trade(models.Model):
    country = models.ForeignKey(
        Country, null=True, blank=True, on_delete=models.SET_NULL)
    date = models.DateField(auto_now=False, auto_now_add=False)
    exports = models.DecimalField(max_digits=15, decimal_places=2, default=0)
    imports = models.DecimalField(max_digits=15, decimal_places=2, default=0)

我的序列化程序类:

class CountrySerializers(serializers.ModelSerializer):
    class Meta:
        model = Country
        fields = '__all__'


class TradeAggregateSerializers(serializers.ModelSerializer):
    country = CountrySerializers(read_only=True)
    value = serializers.DecimalField(max_digits=10, decimal_places=2)

    class Meta:
        model = Trade
        fields = ('country','value')

我想发送import或export作为查询参数,并对其应用聚合(avg),由不同的国家显示

我的观点类:

class TradeAggragateViewSet(viewsets.ModelViewSet):
    queryset = Trade.objects.all()
    serializer_class = TradeAggregateSerializers

    def get_queryset(self):
        import_or_export = self.request.GET.get('data_type')
        queryset = self.queryset.values('country').annotate(value = models.Avg(import_or_export))
    return queryset

我希望以如下格式获取数据:

[
    {
        country:{
            id: ...,
            code: ...,
            name: ...,
        },
        value:...
    },
    ...
]

但在国家/地区序列化程序上出错

AttributeError: Got AttributeError when attempting to get a value for field `code` on serializer `CountrySerializers`. 
The serializer field might be named incorrectly and not match any attribute or key on the `int` instance. 
Original exception text was: 'int' object has no attribute 'code'.

Tags: true序列化valueonmodelscodecountrymax
1条回答
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1楼 · 发布于 2024-06-14 13:07:48

我找到了解决办法。实际上,serializer类中的to_表示只获取了国家的id,而不是其对象,因此我重写to_表示为:

class TradeAggregateSerializers(serializers.ModelSerializer):
...
...
    def to_representation(self, instance):
        #instance['country'] = some id, not object
        #getting actual object
        country =  Country.objects.get(id=instance['country'])
        instance['country'] = country
        data = super(TradeAggregateSerializers, self).to_representation(instance)
        return data

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