10-django——RESTful API 之序列化

SenGeZi

2019-06-28

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Django RESTful API之序列化

前后端分离：就是前台的开发和后台的开发分离，这个技术方案的实现需要借助API，简单来说就是开发人员提供编程的接口被其他人调用，调用之后会返回数据供其使用

安装：pip install djangorestframework

什么是序列化？:把模型对象转换为JSON格式然后响应出去，便于客户端进行数据解析

创建序列化类

在应用目录下创建名为serializers.py的文件

from rest_framework import serializers
from myApp.models import Student, Grade
#给学生类创建序列化类
class StudentSerializer(serializers.ModelSerializer):
    class Meta:
        model = Student
        fields = ("id", "name", "sex", "age", "content", "isDelete", "grade")
#该班级创建序列化类
class GradeSerializer(serializers.ModelSerializer):
    class Meta:
        model = Grade
        fields = ("id", "name", "boyNum", "girlNum", "isDelete")

使用系列化

进入shell环境：python manage.py shell
引入序列化类，创建序列化对象查看可序列化的字段:

>>> from myApp.serializers import StudentSerializer
>>> serializer = StudentSerializer()
>>> print(serializer)
StudentSerializer():
    id = IntegerField(label='ID', read_only=True)
    name = CharField(max_length=20)
    sex = BooleanField(required=False)
    age = IntegerField(max_value=2147483647, min_value=-2147483648)
    contend = CharField(max_length=40)
    isDelete = BooleanField(label='IsDelete', required=False)
    grade = PrimaryKeyRelatedField(queryset=Grade.objects.all())

找到一个学生:

>>> from myApp.models import Student
>>> stu = Student.objects.get(pk=1)
>>> print(stu)
薛延美

依据学生创建序列化对象，再对对象进行序列化操作:

>>> serializer = StudentSerializer(stu)
>>> print(serializer.data)
{'id': 1, 'name': '薛延美', 'sex': False, 'age': 20, 'contend': '我叫薛延美', 'isDelete': False, 'grade': 4}
>>> print(type(serializer.data))
<class 'rest_framework.utils.serializer_helpers.ReturnDict'>

将数据渲染成JSON格式

>>> from rest_framework.renderers import JSONRenderer
>>> content = JSONRenderer().render(serializer.data)
>>> print(content)
b'{"id":1,"name":"\xe8\x96\x9b\xe5\xbb\xb6\xe7\xbe\x8e","sex":false,"age":20,"contend":"\xe6\x88
\x91\xe5\x8f\xab\xe8\x96\x9b\xe5\xbb\xb6\xe7\xbe\x8e","isDelete":false,"grade":4}'

反序列化:当客户需要修改、增加、删除数据时，就要这个过程反过来，就叫反序列化

>>> from rest_framework.parsers import JSONParser
>>> from django.utils.six import BytesIO
>>> stream = BytesIO(content)
>>> print(stream)
<_io.BytesIO object at 0x000001EECF597E08>
>>> stu2 = JSONParser().parse(stream)
>>> print(stu2)
{'id': 1, 'name': '薛延美', 'sex': False, 'age': 20, 'contend': '我叫薛延美', 'isDelete': False, 'grade': 4}
>>> print(type(stu2))
<class 'dict'>

检测数据并保存

>>> stu2.save()
Traceback (most recent call last):
  File "<console>", line 1, in <module>
AttributeError: 'dict' object has no attribute 'save'
>>> serializer = StudentSerializer(data=stu2)
>>> print(serializer.is_valid())
True
>>> print(serializer.validated_data)
OrderedDict([('name', '薛延美'), ('sex', False), ('age', 20), ('contend', '我叫薛延美'), ('isDel
ete', False), ('grade', <Grade: python04>)])
>>> print(type(serializer.validated_data))
<class 'collections.OrderedDict'>
>>> print(serializer.validated_data["name"])
薛延美
>>> serializer.save()
<Student: 薛延美>

视图实现使用序列化

from django.shortcuts import render
from django.http import HttpResponse, JsonResponse

from myApp.models import Student, Grade

from rest_framework.renderers import JSONRenderer
from rest_framework.parsers import JSONParser
from django.utils.six import BytesIO

from myApp.serializers import StudentSerializer, GradeSerializer

def studentsList(request):
    if request.method == "GET":
        stus = Student.objects.all()
        #序列化
        serializer = StudentSerializer(stus, many=True)
        return JsonResponse(serializer.data, safe=False)
    elif request.method == "POST":
        # content = JSONRenderer().render(request.POST)
        # stream = BytesIO(content)
        # stuDict = JSONParser().parse(stream)
        # serializer = StudentSerializer(data=stuDict)
        serializer = StudentSerializer(data=request.POST)
        if serializer.is_valid():
            #存数据
            serializer.save()
            return JsonResponse(serializer.data, status=201)
        return JsonResponse({"error":serializer.errors}, status=400)
def studentDetail(request, pk):
    try:
        stu = Student.objects.get(pk=pk)
    except Student.DoesNotExist as e:
        return JsonResponse({"error":str(e)}, status=404)

    if request.method == "GET":
        serializer = StudentSerializer(stu)
        return JsonResponse(serializer.data)
    elif request.method == "PUT":
        #content = JSONRenderer().render(request.data)
        #stream = BytesIO(content)
        #stuDict = JSONParser().parse(stream)
        # print(stuDict)
        #修改
        serializer = StudentSerializer(stu, data=request.data)
        if serializer.is_valid():
            #存数据
            serializer.save()
            return JsonResponse(serializer.data, status=201)
        return JsonResponse({"error":serializer.errors}, status=400)
    elif request.method == "DELETE":
        stu.delete()
        return HttpResponse(status=204,content_type="application/json")

Django RESTful API 之请求与响应

激活应用

INSTALLED_APPS = [
    'django.contrib.admin',
    'django.contrib.auth',
    'django.contrib.contenttypes',
    'django.contrib.sessions',
    'django.contrib.messages',
    'django.contrib.staticfiles',
    'myApp',
    'rest_framework',
]

Request对象

request.POST: 只能处理表单数据，并且只能处理POST请求

扩展: request.data 能处理各种请求的数据，可以处理PUT和PATCH请求的数据

Response对象

HttpResponse、JsonResponse类: 用于返回json数据，在return的时候需要指明json格式

扩展: Reponse类会根据客户端的请求头信息返回正确的内容类型

状态码

发送http请求会返回各种各样的状态码，但是状态码都是数字，不能够明确的让程序员了解是什么问题

扩展 HTTP_400_BAD_REQUEST 极大提高了可读性

视图

@api_view: 是装饰器，用在基于函数的视图上
APIView: 是类，用在基于类的视图上
作用: 提供一些功能，让程序员省去了很多工作，确保在视图中收到request对象或在对象中添加上下文装饰器可以在接收到输入错误的request.data时抛出ParseError异常，在适当的时候返回405状态码

代码

# from django.shortcuts import render
# from django.http import HttpResponse, JsonResponse
from myApp.models import Student, Grade

# from rest_framework.renderers import JSONRenderer
# from rest_framework.parsers import JSONParser
# from django.utils.six import BytesIO

from myApp.serializers import StudentSerializer

from rest_framework import status
from rest_framework.decorators import api_view
from rest_framework.response import Response

@api_view(["GET", "POST"])
def studentsList(request):
    if request.method == "GET":
        stus = Student.objects.all()
        #序列化
        serializer = StudentSerializer(stus, many=True)
        # 不需要指定json格式，返回客户端可以返回json或者HTML，返回HTML内容的话，会在浏览器中经过渲染成页面
        return Response(serializer.data, status=status.HTTP_200_OK)
    elif request.method == "POST":
        # content = JSONRenderer().render(request.POST)
        # stream = BytesIO(content)
        # stuDict = JSONParser().parse(stream)
        serializer = StudentSerializer(data=request.data)
        if serializer.is_valid():
            #存数据
            serializer.save()
            return Response(serializer.data, status=status.HTTP_201_CREATED)
        return Response({"error":serializer.errors}, status=status.HTTP_400_BAD_REQUEST)

@api_view(["GET", "PUT", "DELETE"])
def studentDetail(request, pk):
    try:
        stu = Student.objects.get(pk=pk)
    except Student.DoesNotExist as e:
        return Response({"error":str(e)}, status=status.HTTP_404_NOT_FOUND)

    if request.method == "GET":
        serializer = StudentSerializer(stu)
        return Response(serializer.data)
    elif request.method == "PUT":
        # content = JSONRenderer().render(request.POST)
        # stream = BytesIO(content)
        # stuDict = JSONParser().parse(stream)
        # print(stuDict)
        #修改
        serializer = StudentSerializer(stu, data=request.data)
        if serializer.is_valid():
            #存数据
            serializer.save()
            return Response(serializer.data, status=status.HTTP_201_CREATED)
        return Response({"error":serializer.errors}, status=status.HTTP_400_BAD_REQUEST)
    elif request.method == "DELETE":
        stu.delete()
        return Response(status=status.HTTP_204_NO_CONTENT)

向URL添加可选的后缀

视图

def studentsList(request, format=None):
def studentDetail(request, pk, format=None):

路由

from django.conf.urls import url
from myApp import views
#格式后缀
from rest_framework.urlpatterns import format_suffix_patterns

urlpatterns = [
    # GET /students/
    # POST /students/
    url(r'^students/$', views.studentsList),
    # GET /students/id
    # PUT /students/id
    # PATCH /students/id
    # DELETE /students/id
    url(r'^students/(?P<pk>\d+)/$', views.studentDetail),
]
urlpatterns = format_suffix_patterns(urlpatterns)

测试

http://127.0.0.1:8000/students.api
http://127.0.0.1:8000/students.json

Django RESTful API 之基于类的视图

把视图变成类

from myApp.models import Student
from myApp.serializers import StudentSerializer
from rest_framework import status
from rest_framework.response import Response
from rest_framework.views import APIView
from django.http import Http404

class StudentsList(APIView):
    def get(self, request, format=None):
        stus = Student.objects.all()
        serializer = StudentSerializer(stus, many=True)
        return Response(serializer.data, status=status.HTTP_200_OK)
    def post(self, request, format=None):
        serializer = StudentSerializer(data=request.data)
        if serializer.is_valid():
            serializer.save()
            return Response(serializer.data, status=status.HTTP_201_CREATED)
        return Response({"error": serializer.errors}, status=status.HTTP_400_BAD_REQUEST)

class StudentDetail(APIView):
    def getObject(self, pk):
        try:
            return Student.objects.get(pk=pk)
        except Student.DoesNotExist as e:
            raise Http404
    def get(self, request, pk, format=None):
        stu = self.getObject(pk)
        serializer = StudentSerializer(stu)
        return Response(serializer.data)
    def put(self, request, pk, format=None):
        stu = self.getObject(pk)
        serializer = StudentSerializer(stu, data=request.data)
        if serializer.is_valid():
            serializer.save()
            return Response(serializer.data, status=status.HTTP_201_CREATED)
        return Response({"error": serializer.errors}, status=status.HTTP_400_BAD_REQUEST)
    def delete(self, request, pk, format=None):
        stu = self.getObject(pk)
        stu.delete()
        return Response(status=status.HTTP_204_NO_CONTENT)

修改路由匹配类视图

from django.conf.urls import url
from myApp import views
#格式后缀
from rest_framework.urlpatterns import format_suffix_patterns

urlpatterns = [
    # GET /students/
    # POST /students/
    url(r'^students/$', views.StudentsList.as_view()),
    # GET /students/id
    # PUT /students/id
    # PATCH /students/id
    # DELETE /students/id
    url(r'^students/(?P<pk>\d+)/$', views.StudentDetail.as_view()),
]
urlpatterns = format_suffix_patterns(urlpatterns)

优点

把各种HTTP请求分离开
可以轻松构成可重复使用的行为
可以大大简化代码
增加了可读性

使用Mixins类

基本使用

from myApp.models import Student
from myApp.serializers import StudentSerializer
from rest_framework import mixins, generics

#父类中有且只有一个能继承自APIView类
class StudentsList(mixins.ListModelMixin, mixins.CreateModelMixin, generics.GenericAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    def get(self, request, *args, **kwargs):
        return self.list(request, *args, **kwargs)
    def post(self, request, *args, **kwargs):
        return self.create(request, *args, **kwargs)

class StudentDetail(mixins.RetrieveModelMixin, mixins.UpdateModelMixin, mixins.DestroyModelMixin, generics.GenericAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    def get(self, request, *args, **kwargs):
        return self.retrieve(request, *args, **kwargs)
    def put(self, request, *args, **kwargs):
        return self.update(request, *args, **kwargs)
    def delete(self, request, *args, **kwargs):
        return self.destroy(request, *args, **kwargs)

通用视图使用

from myApp.models import Student
from myApp.serializers import StudentSerializer
from rest_framework import generics
class StudentsList(generics.ListCreateAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
class StudentDetail(generics.RetrieveUpdateDestroyAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer

Django RESTful API 之认证和权限

如果没有权限认证功能，任何资源都会被任何用户随意修改，所以实现如下功能

Student与其创建者相互关联
只有经过身份验证(登陆)的用户才可以创建Student对象
只有创建该Student对象的用户才可以对齐进行更新或者删除
未经验证的用户只有访问(只读)的功能

给学生添加所属用户字段：owner = models.ForeignKey("auth.User", related_name="students")

重新生成表

创建几个用户 python manage.py createsuperuser

在serializers.py文件中给User添加序列化类

from django.contrib.auth.models import User
class UserSerializer(serializers.ModelSerializer):
    class Meta:
        model = User
        fields = ("id", "username", "students")

增加用户的接口

路由

from django.conf.urls import url
from myApp import views
#格式后缀
from rest_framework.urlpatterns import format_suffix_patterns

urlpatterns = [
    url(r'^students/$', views.StudentsList.as_view()),
    url(r'^students/(?P<pk>\d+)/$', views.StudentDetail.as_view()),

    url(r'^users/$', views.UsersList.as_view()),
    url(r'^users/(?P<pk>\d+)/$', views.UserDetail.as_view()),
]
urlpatterns = format_suffix_patterns(urlpatterns)

视图

from django.contrib.auth.models import  User
class UsersList(generics.ListCreateAPIView):
    queryset = User.objects.all()
    serializer_class = UserSerializer
class UserDetail(generics.RetrieveDestroyAPIView):
    queryset = User.objects.all()
    serializer_class = UserSerializer

把Student和User关联

概述: 还不能把Student和User关联，因为在使用的时候User的数据时通过Request传入的，而不是以序列化数据传递的，此时刚才添加了一个owner作为外键，此时使用外键

class StudentsList(generics.ListCreateAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    
    #让用户在通过post请求创建一个新的student时，在保证创建学生时会把request中的user赋值给该学生的owner字段
    def perform_create(self, serializer):
        serializer.save(owner=self.request.user)

在显示学生时还需要显示学生属于哪个用户

class StudentSerializer(serializers.ModelSerializer):
    class Meta:
        owner = serializers.ReadOnlyField(source="owner.username")
        model = Student
        fields = ("id", "name", "sex", "age", "contend", "isDelete", "grade", "owner")

添加权限

from rest_framework import permissions
class StudentsList(generics.ListCreateAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    permission_classes = (permissions.IsAuthenticatedOrReadOnly,)
    #让用户在通过post请求创建一个新的student时，在保证创建学生时会把request中的user赋值给该学生的owner字段
    def perform_create(self, serializer):
        serializer.save(owner=self.request.user)
class StudentDetail(generics.RetrieveUpdateDestroyAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    # 只有所有者用户才能删除、修改，其他用户只能访问
    permission_classes = (permissions.IsAuthenticatedOrReadOnly,)

为可浏览的API添加登陆功能

工程目录下与工程目同名目录下的urls.py文件

from django.conf.urls import url, include
from django.contrib import admin

urlpatterns = [
    url(r'^admin/', admin.site.urls),
    url(r'^api-auth/', include("rest_framework.urls", namespace="rest_framework")),
    url(r'^', include("myApp.urls")),
]

添加对象权限

要实现让所有的Students可以被所有人访问，但是每个学生只能被其创建者所操作。

需要自定义权限，让每个学生只能被其创建者所操作，在应用目录下创建permissions.py的文件

from rest_framework import permissions

class IsOwnerOrReadOnly(permissions.BasePermission):
    def has_object_permission(self, request, view, obj):
        if request.method in permissions.SAFE_METHODS:
            # 用户请求为GET 可以只读
            return True
        return obj.owner == request.user

添加自定义权限

from myApp.permissions import IsOwnerOrReadOnly
class StudentDetail(generics.RetrieveUpdateDestroyAPIView):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    # 只有所有者用户才能删除、修改，其他用户只能访问
    permission_classes = (permissions.IsAuthenticatedOrReadOnly,IsOwnerOrReadOnly)

API授权

由于现在我们还没有使用Authentication类，所以项目目前还是使用默认的SessionAuthentication和BaseAuthentication
在使用浏览器访问API的时候，浏览器会帮助我们保存会话信息，所以当权限满足是就可以对一个学生对象进行删除或者更新，还可以创建学生
当如果通过命令来操作API，我们就必须在每次发送请求是附带验证信息 : http://user1:[email protected]:8000/students/1/
程序中使用 from django.contrib.auth import login

Django RESTful API 之ViewSet和Routers

目的: 介绍另一种基于类的视图的写法，它的抽象程度更高，代码更少

使用ViewSets重构视图

from myApp.models import Student
from myApp.serializers import StudentSerializer, UserSerializer
from rest_framework import permissions
from myApp.permissions import IsOwnerOrReadOnly
from django.contrib.auth.models import  User
from rest_framework import viewsets

class StudentViewSet(viewsets.ModelViewSet):
    queryset = Student.objects.all()
    serializer_class = StudentSerializer
    permission_classes = (permissions.IsAuthenticatedOrReadOnly, IsOwnerOrReadOnly)
    def perform_create(self, serializer):
        serializer.save(owner=self.request.user)

class UserViewSet(viewsets.ReadOnlyModelViewSet):
    queryset = User.objects.all()
    serializer_class = UserSerializer

重构路由

from django.conf.urls import url, include
from myApp.views import StudentViewSet, UserViewSet
from rest_framework.urlpatterns import format_suffix_patterns

students_list = StudentViewSet.as_view({
    "get":"list",
    "post":"create"
})
student_detail = StudentViewSet.as_view({
    "get":"retrieve",
    "put":"update",
    "patch":"partial_update",
    "delete":"destroy"
})
users_list = UserViewSet.as_view({
    "get":"list"
})
user_detail = UserViewSet.as_view({
    "get":"retrieve"
})
urlpatterns = format_suffix_patterns([
    url(r'^students/$', students_list, name="students_list"),
    url(r'^students/(?P<pk>\d+)/$', student_detail, name="student_detail"),
    url(r'^users/$', users_list, name="users_list"),
    url(r'^users/(?P<pk>\d+)/$', user_detail, name="user_detail"),
])

使用Routers

from django.conf.urls import url, include
from myApp import views
from rest_framework.routers import DefaultRouter

router = DefaultRouter()
router.register(r'students', views.StudentViewSet)
router.register(r'users', views.UserViewSet)

urlpatterns = [
    url(r'^', include(router.urls))
]

序列化 restful