带有分页的Django API列表 - 页面不是JSON可序列化的

时间:2017-12-06 00:34:11

标签: python json django pagination serializer

我正在尝试为包含分页的列表创建一个Django API但是有这个错误

TypeError: Object of type 'Page' is not JSON serializable

以下是我的API代码:

@api_view(['POST'])
def employee_get_list_by_page(request):
    # ----- YAML below for Swagger -----
    """
    description: employee_get_list_by_page
    parameters:
      - name: token
        type: string
        required: true
        location: form       
      - name: page
        type: string
        required: true
        location: form   
      - name: page_limit
        type: string
        required: true
        location: form                   
    """
    token = request.POST['token']
    try:  
        auth_employee = AuthEmployeeSessionToken.objects.get(token=token) 

    except AuthEmployeeSessionToken.DoesNotExist:   
        return Response("Invalid Token", status=status.HTTP_406_NOT_ACCEPTABLE)

    employee_list = Employee.objects.filter(company = auth_employee.employee.company.id) 


    page = request.GET.get('page', request.POST['page'])
    paginator = Paginator(employee_list, request.POST['page_limit'])

    try:
        employees = paginator.page(page)
    except PageNotAnInteger:
        employees = paginator.page(request.POST['page'])
    except EmptyPage:
        employees = paginator.page(paginator.num_pages)

    return Response(employees,status=status.HTTP_200_OK) <-- passing employees probably cause this error that employees as Page is not JSON serializable.

这是我的模型https://gist.github.com/axilaris/89b2ac6a7762f428ad715f4916f43967。 as_dict通知我有这个.as_dict()创建我的json响应。我将它用于单个请求但是对于列表我不确定它是如何完成的。

  1. 如何使用分页支持对此列表进行API查询?
  2. 我希望JSON只列出我想要的字段的问题。

2 个答案:

答案 0 :(得分:3)

我只是想重新创建它,我看到了一些解决方法。

首先,JSON将无法解析Page对象,也无法解析page.object_list属性下的QuerySet。它会说"Object of type 'Employee' is not JSON serialisable"

为了解决这个问题,我试试:

employee_list = Employee.objects.filter(company = auth_employee.employee.company.id).values().order_by('id') 

page = request.GET.get('page', request.POST['page'])
paginator = Paginator(employee_list, request.POST['page_limit'])

try:
    employees = paginator.page(page)
except PageNotAnInteger:
    employees = paginator.page(request.POST['page'])
except EmptyPage:
    employees = paginator.page(paginator.num_pages)

return Response(list(employees) ,status=status.HTTP_200_OK)

首先,我们在employees查询集上使用.values(),因为可以使用list(employees)解析此调用的结果ValuesQuerySet。在Page类中,他们在返回任何结果之前以这种方式评估实例内的对象列表。

最后,由于JSON无法序列化Page类,我们只需调用list(Page)即可返回列表。这是有效的,因为Page实现了__getitem__并返回了底层的object_list。

此外,您可能会发现某些数据类型会抛出JSON序列化错误(values()将返回DateTime字段的DateTime对象)。在我的测试中,我遇到了Object of type 'datetime' is not JSON serializable的问题。如果发生这种情况,您需要使用不同的JSON编码器或扩展自己的编码器。 DjangoJSONEncoder可以在django.core.serializers.json.DjangoJSONEncoder中找到,并处理django中的日期时间,uuids,小数和其他常见数据类型。

编辑::您已将模型代码提及为:

class Employee(models.Model):

    user = models.OneToOneField(User, on_delete=models.CASCADE, related_name='employee')
    company = models.ForeignKey(Company)
    username = models.CharField(max_length=30, blank=False)
    email = models.CharField(max_length=30, blank=False)
    first_name = models.CharField(max_length=30, blank=False)
    last_name = models.CharField(max_length=30, blank=False)

    created_at = models.DateTimeField(auto_now_add=True)
    updated_at = models.DateTimeField(auto_now=True)

    def __str__(self):
        return self.user.username

    def as_dict(self):

        return {"id": "%d" % self.id,
                "company": self.company.as_dict(),
                "username": self.username if self.username else "",
                "email": self.email if self.email else "",
                "first_name": self.first_name if self.first_name else "",
                "last_name": self.last_name if self.last_name else "",
                "tel":self.tel if self.tel else "",               
                "created_at":self.created_at.strftime('%Y-%m-%d %H:%M'),
                "updated_at":self.updated_at.strftime('%Y-%m-%d %H:%M')}

由于您拥有此as_dict方法,我们可以使用此方法呈现您的员工的代表,而不是依赖.values()。方法如下:

employee_list = Employee.objects.filter(company = auth_employee.employee.company.id).order_by('id') 

page = request.GET.get('page', request.POST['page'])
paginator = Paginator(employee_list, request.POST['page_limit'])

try:
    employees = paginator.page(page)
except PageNotAnInteger:
    employees = paginator.page(request.POST['page'])
except EmptyPage:
    employees = paginator.page(paginator.num_pages)
#  Here we map a lambda function over the queryset of Models to return the dictionary representation for each element in the list
employees_page = list(
    map(lambda employee: employee.as_dict(), list(employees))
)
return Response(employees_page ,status=status.HTTP_200_OK)

答案 1 :(得分:1)

如果使用Django Rest Framework(DRF)的任何人找到了此内容,DRF serializers可以将page.object_list序列化为JSON。当然,更好的方法是在DRF视图(集)中指定pagination_classhttps://www.django-rest-framework.org/api-guide/pagination/